warning: commands will be executed using /bin/sh
job 1849 at Sat Nov 23 16:50:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	9
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	1
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 1779319 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1779319 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 93473 members 
Mstep: Class 3 contains 93673 members 
Mstep: Class 4 contains 93360 members 
Mstep: Class 5 contains 93621 members 
Mstep: Class 6 contains 93999 members 
Mstep: Class 7 contains 93420 members 
Mstep: Class 8 contains 93587 members 
Mstep: Class 9 contains 93272 members 
Mstep: Class 10 contains 93514 members 
Mstep: Class 11 contains 94131 members 
Mstep: Class 12 contains 93009 members 
Mstep: Class 13 contains 93472 members 
Mstep: Class 14 contains 93643 members 
Mstep: Class 15 contains 93734 members 
Mstep: Class 16 contains 93827 members 
Mstep: Class 17 contains 93709 members 
Mstep: Class 18 contains 93562 members 
Mstep: Class 19 contains 93659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1664.901245 but Gain 3569.152344
Score: -126203784.000000 Penalty: 64244.730469
Iteration 0F: 19 clusters Score -1.262038e+08 nChanged 1678079
Entering Unmasked Mstep 
Mstep: Class 0 contains 2190 members 
Mstep: Class 1 contains 192708 members 
Mstep: Class 2 contains 128147 members 
Mstep: Class 3 contains 104996 members 
Mstep: Class 4 contains 90493 members 
Mstep: Class 5 contains 54579 members 
Mstep: Class 6 contains 85630 members 
Mstep: Class 7 contains 106347 members 
Mstep: Class 9 contains 124200 members 
Mstep: Class 10 contains 42387 members 
Mstep: Class 11 contains 100181 members 
Mstep: Class 12 contains 63957 members 
Mstep: Class 13 contains 45521 members 
Mstep: Class 14 contains 53181 members 
Mstep: Class 15 contains 74408 members 
Mstep: Class 16 contains 228243 members 
Mstep: Class 17 contains 90692 members 
Mstep: Class 18 contains 87956 members 
Mstep: Class 19 contains 103503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136264304.000000 Penalty: 64244.730469
Iteration 1F: 19 clusters Score -1.362643e+08 nChanged 907346
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 1 contains 364299 members 
Mstep: Class 2 contains 64964 members 
Mstep: Class 3 contains 100909 members 
Mstep: Class 4 contains 93310 members 
Mstep: Class 5 contains 55474 members 
Mstep: Class 6 contains 105104 members 
Mstep: Class 7 contains 42107 members 
Mstep: Class 9 contains 131898 members 
Mstep: Class 10 contains 18392 members 
Mstep: Class 11 contains 89689 members 
Mstep: Class 12 contains 54849 members 
Mstep: Class 13 contains 39291 members 
Mstep: Class 14 contains 43937 members 
Mstep: Class 15 contains 42587 members 
Mstep: Class 16 contains 301145 members 
Mstep: Class 17 contains 101672 members 
Mstep: Class 18 contains 40734 members 
Mstep: Class 19 contains 88502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143292160.000000 Penalty: 64244.730469
Iteration 2F: 19 clusters Score -1.432922e+08 nChanged 569912
Entering Unmasked Mstep 
Mstep: Class 0 contains 319 members 
Mstep: Class 1 contains 416520 members 
Mstep: Class 2 contains 34385 members 
Mstep: Class 3 contains 83008 members 
Mstep: Class 4 contains 120041 members 
Mstep: Class 5 contains 53568 members 
Mstep: Class 6 contains 114261 members 
Mstep: Class 7 contains 32926 members 
Mstep: Class 9 contains 24127 members 
Mstep: Class 10 contains 20658 members 
Mstep: Class 11 contains 104604 members 
Mstep: Class 12 contains 109500 members 
Mstep: Class 13 contains 33896 members 
Mstep: Class 14 contains 72721 members 
Mstep: Class 15 contains 34684 members 
Mstep: Class 16 contains 240916 members 
Mstep: Class 17 contains 163404 members 
Mstep: Class 18 contains 31459 members 
Mstep: Class 19 contains 88322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147940000.000000 Penalty: 64244.730469
Iteration 3F: 19 clusters Score -1.4794e+08 nChanged 383433
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 370801 members 
Mstep: Class 2 contains 19464 members 
Mstep: Class 3 contains 95240 members 
Mstep: Class 4 contains 146494 members 
Mstep: Class 5 contains 48717 members 
Mstep: Class 6 contains 153185 members 
Mstep: Class 7 contains 30021 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 10 contains 20471 members 
Mstep: Class 11 contains 81695 members 
Mstep: Class 12 contains 156186 members 
Mstep: Class 13 contains 28999 members 
Mstep: Class 14 contains 100591 members 
Mstep: Class 15 contains 31277 members 
Mstep: Class 16 contains 157214 members 
Mstep: Class 17 contains 218251 members 
Mstep: Class 18 contains 25874 members 
Mstep: Class 19 contains 80926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148973856.000000 Penalty: 64244.730469
Iteration 4F: 19 clusters Score -1.489739e+08 nChanged 257148
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 341220 members 
Mstep: Class 2 contains 16307 members 
Mstep: Class 3 contains 110676 members 
Mstep: Class 4 contains 165276 members 
Mstep: Class 5 contains 43736 members 
Mstep: Class 6 contains 163324 members 
Mstep: Class 7 contains 33928 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 22688 members 
Mstep: Class 11 contains 62807 members 
Mstep: Class 12 contains 180090 members 
Mstep: Class 13 contains 24811 members 
Mstep: Class 14 contains 116940 members 
Mstep: Class 15 contains 27977 members 
Mstep: Class 16 contains 103950 members 
Mstep: Class 17 contains 254751 members 
Mstep: Class 18 contains 24537 members 
Mstep: Class 19 contains 69990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149422256.000000 Penalty: 64244.730469
Iteration 5F: 19 clusters Score -1.494223e+08 nChanged 176477
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 320738 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 135096 members 
Mstep: Class 4 contains 179195 members 
Mstep: Class 5 contains 41473 members 
Mstep: Class 6 contains 157036 members 
Mstep: Class 7 contains 38602 members 
Mstep: Class 9 contains 17203 members 
Mstep: Class 10 contains 24520 members 
Mstep: Class 11 contains 52732 members 
Mstep: Class 12 contains 189553 members 
Mstep: Class 13 contains 22707 members 
Mstep: Class 14 contains 123456 members 
Mstep: Class 15 contains 22727 members 
Mstep: Class 16 contains 73771 members 
Mstep: Class 17 contains 278269 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 62437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149651744.000000 Penalty: 64244.730469
Iteration 6F: 19 clusters Score -1.496517e+08 nChanged 118300
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 305327 members 
Mstep: Class 2 contains 16351 members 
Mstep: Class 3 contains 162703 members 
Mstep: Class 4 contains 186422 members 
Mstep: Class 5 contains 41601 members 
Mstep: Class 6 contains 143119 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 9 contains 17615 members 
Mstep: Class 10 contains 25818 members 
Mstep: Class 11 contains 48524 members 
Mstep: Class 12 contains 193024 members 
Mstep: Class 13 contains 21329 members 
Mstep: Class 14 contains 125728 members 
Mstep: Class 15 contains 18286 members 
Mstep: Class 16 contains 60670 members 
Mstep: Class 17 contains 290045 members 
Mstep: Class 18 contains 24119 members 
Mstep: Class 19 contains 57302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149797200.000000 Penalty: 64244.730469
Iteration 7F: 19 clusters Score -1.497972e+08 nChanged 89412
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 295644 members 
Mstep: Class 2 contains 18085 members 
Mstep: Class 3 contains 187796 members 
Mstep: Class 4 contains 191089 members 
Mstep: Class 5 contains 43090 members 
Mstep: Class 6 contains 126317 members 
Mstep: Class 7 contains 42449 members 
Mstep: Class 9 contains 17833 members 
Mstep: Class 10 contains 26954 members 
Mstep: Class 11 contains 45938 members 
Mstep: Class 12 contains 194598 members 
Mstep: Class 13 contains 19869 members 
Mstep: Class 14 contains 126190 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 56217 members 
Mstep: Class 17 contains 294058 members 
Mstep: Class 18 contains 24663 members 
Mstep: Class 19 contains 52905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149887440.000000 Penalty: 64244.730469
Iteration 8F: 19 clusters Score -1.498874e+08 nChanged 74305
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 287327 members 
Mstep: Class 2 contains 19418 members 
Mstep: Class 3 contains 205642 members 
Mstep: Class 4 contains 194623 members 
Mstep: Class 5 contains 46310 members 
Mstep: Class 6 contains 116346 members 
Mstep: Class 7 contains 42858 members 
Mstep: Class 9 contains 17695 members 
Mstep: Class 10 contains 27509 members 
Mstep: Class 11 contains 44347 members 
Mstep: Class 12 contains 195534 members 
Mstep: Class 13 contains 18118 members 
Mstep: Class 14 contains 126247 members 
Mstep: Class 15 contains 13991 members 
Mstep: Class 16 contains 55801 members 
Mstep: Class 17 contains 292930 members 
Mstep: Class 18 contains 25551 members 
Mstep: Class 19 contains 48844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149945440.000000 Penalty: 64244.730469
Iteration 9Q: 19 clusters Score -1.499454e+08 nChanged 60556
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 281502 members 
Mstep: Class 2 contains 20207 members 
Mstep: Class 3 contains 216261 members 
Mstep: Class 4 contains 197195 members 
Mstep: Class 5 contains 50760 members 
Mstep: Class 6 contains 111725 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 9 contains 17345 members 
Mstep: Class 10 contains 27690 members 
Mstep: Class 11 contains 43785 members 
Mstep: Class 12 contains 196470 members 
Mstep: Class 13 contains 16792 members 
Mstep: Class 14 contains 126249 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 57060 members 
Mstep: Class 17 contains 288779 members 
Mstep: Class 18 contains 25902 members 
Mstep: Class 19 contains 45179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149980848.000000 Penalty: 64244.730469
Iteration 10Q: 19 clusters Score -1.499808e+08 nChanged 47621
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 277574 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 222546 members 
Mstep: Class 4 contains 198970 members 
Mstep: Class 5 contains 55132 members 
Mstep: Class 6 contains 109607 members 
Mstep: Class 7 contains 41311 members 
Mstep: Class 9 contains 16992 members 
Mstep: Class 10 contains 27830 members 
Mstep: Class 11 contains 44348 members 
Mstep: Class 12 contains 197391 members 
Mstep: Class 13 contains 16095 members 
Mstep: Class 14 contains 126278 members 
Mstep: Class 15 contains 14583 members 
Mstep: Class 16 contains 58703 members 
Mstep: Class 17 contains 283170 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 42158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150006048.000000 Penalty: 64244.730469
Iteration 11Q: 19 clusters Score -1.50006e+08 nChanged 39115
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 274785 members 
Mstep: Class 2 contains 21116 members 
Mstep: Class 3 contains 226845 members 
Mstep: Class 4 contains 199980 members 
Mstep: Class 5 contains 59164 members 
Mstep: Class 6 contains 108194 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 9 contains 16717 members 
Mstep: Class 10 contains 28039 members 
Mstep: Class 11 contains 46743 members 
Mstep: Class 12 contains 198496 members 
Mstep: Class 13 contains 15612 members 
Mstep: Class 14 contains 126294 members 
Mstep: Class 15 contains 16010 members 
Mstep: Class 16 contains 59755 members 
Mstep: Class 17 contains 276452 members 
Mstep: Class 18 contains 25448 members 
Mstep: Class 19 contains 39703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150021152.000000 Penalty: 64244.730469
Iteration 12Q: 19 clusters Score -1.500212e+08 nChanged 32648
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 272528 members 
Mstep: Class 2 contains 21292 members 
Mstep: Class 3 contains 230355 members 
Mstep: Class 4 contains 200493 members 
Mstep: Class 5 contains 62802 members 
Mstep: Class 6 contains 106911 members 
Mstep: Class 7 contains 38228 members 
Mstep: Class 9 contains 16511 members 
Mstep: Class 10 contains 28315 members 
Mstep: Class 11 contains 49721 members 
Mstep: Class 12 contains 199666 members 
Mstep: Class 13 contains 15236 members 
Mstep: Class 14 contains 126279 members 
Mstep: Class 15 contains 17471 members 
Mstep: Class 16 contains 60329 members 
Mstep: Class 17 contains 269856 members 
Mstep: Class 18 contains 25238 members 
Mstep: Class 19 contains 37858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150030208.000000 Penalty: 64244.730469
Iteration 13Q: 19 clusters Score -1.500302e+08 nChanged 26597
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 270667 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 233279 members 
Mstep: Class 4 contains 200783 members 
Mstep: Class 5 contains 65847 members 
Mstep: Class 6 contains 105657 members 
Mstep: Class 7 contains 36929 members 
Mstep: Class 9 contains 16377 members 
Mstep: Class 10 contains 28676 members 
Mstep: Class 11 contains 52209 members 
Mstep: Class 12 contains 200897 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 126234 members 
Mstep: Class 15 contains 18757 members 
Mstep: Class 16 contains 60784 members 
Mstep: Class 17 contains 263923 members 
Mstep: Class 18 contains 25010 members 
Mstep: Class 19 contains 36729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150036496.000000 Penalty: 64244.730469
Iteration 14Q: 19 clusters Score -1.500365e+08 nChanged 22174
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 268870 members 
Mstep: Class 2 contains 21489 members 
Mstep: Class 3 contains 235830 members 
Mstep: Class 4 contains 200953 members 
Mstep: Class 5 contains 68149 members 
Mstep: Class 6 contains 104524 members 
Mstep: Class 7 contains 35849 members 
Mstep: Class 9 contains 16308 members 
Mstep: Class 10 contains 29143 members 
Mstep: Class 11 contains 54384 members 
Mstep: Class 12 contains 202154 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 126194 members 
Mstep: Class 15 contains 19872 members 
Mstep: Class 16 contains 61055 members 
Mstep: Class 17 contains 258607 members 
Mstep: Class 18 contains 24842 members 
Mstep: Class 19 contains 36196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150041520.000000 Penalty: 64244.730469
Iteration 15Q: 19 clusters Score -1.500415e+08 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 266940 members 
Mstep: Class 2 contains 21540 members 
Mstep: Class 3 contains 238027 members 
Mstep: Class 4 contains 201031 members 
Mstep: Class 5 contains 69865 members 
Mstep: Class 6 contains 103778 members 
Mstep: Class 7 contains 34961 members 
Mstep: Class 9 contains 16257 members 
Mstep: Class 10 contains 29686 members 
Mstep: Class 11 contains 56328 members 
Mstep: Class 12 contains 203498 members 
Mstep: Class 13 contains 14472 members 
Mstep: Class 14 contains 126167 members 
Mstep: Class 15 contains 20809 members 
Mstep: Class 16 contains 61198 members 
Mstep: Class 17 contains 253720 members 
Mstep: Class 18 contains 24682 members 
Mstep: Class 19 contains 36118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150045072.000000 Penalty: 64244.730469
Iteration 16Q: 19 clusters Score -1.500451e+08 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 264754 members 
Mstep: Class 2 contains 21519 members 
Mstep: Class 3 contains 239931 members 
Mstep: Class 4 contains 201098 members 
Mstep: Class 5 contains 71016 members 
Mstep: Class 6 contains 103584 members 
Mstep: Class 7 contains 34229 members 
Mstep: Class 9 contains 16218 members 
Mstep: Class 10 contains 30213 members 
Mstep: Class 11 contains 58043 members 
Mstep: Class 12 contains 204949 members 
Mstep: Class 13 contains 14302 members 
Mstep: Class 14 contains 126145 members 
Mstep: Class 15 contains 21627 members 
Mstep: Class 16 contains 61255 members 
Mstep: Class 17 contains 249339 members 
Mstep: Class 18 contains 24534 members 
Mstep: Class 19 contains 36323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150047440.000000 Penalty: 64244.730469
Iteration 17Q: 19 clusters Score -1.500474e+08 nChanged 15658
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 262215 members 
Mstep: Class 2 contains 21497 members 
Mstep: Class 3 contains 241592 members 
Mstep: Class 4 contains 201126 members 
Mstep: Class 5 contains 71857 members 
Mstep: Class 6 contains 104029 members 
Mstep: Class 7 contains 33579 members 
Mstep: Class 9 contains 16191 members 
Mstep: Class 10 contains 30682 members 
Mstep: Class 11 contains 59657 members 
Mstep: Class 12 contains 206482 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 14 contains 126104 members 
Mstep: Class 15 contains 22407 members 
Mstep: Class 16 contains 61361 members 
Mstep: Class 17 contains 245139 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 36632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150046848.000000 Penalty: 64244.730469
Iteration 18Q: 19 clusters Score -1.500468e+08 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 259201 members 
Mstep: Class 2 contains 21465 members 
Mstep: Class 3 contains 243186 members 
Mstep: Class 4 contains 201130 members 
Mstep: Class 5 contains 72510 members 
Mstep: Class 6 contains 105124 members 
Mstep: Class 7 contains 32955 members 
Mstep: Class 9 contains 16181 members 
Mstep: Class 10 contains 31019 members 
Mstep: Class 11 contains 61289 members 
Mstep: Class 12 contains 207992 members 
Mstep: Class 13 contains 13973 members 
Mstep: Class 14 contains 126078 members 
Mstep: Class 15 contains 23183 members 
Mstep: Class 16 contains 61471 members 
Mstep: Class 17 contains 241078 members 
Mstep: Class 18 contains 24285 members 
Mstep: Class 19 contains 36952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150044944.000000 Penalty: 64244.730469
Iteration 19Q: 19 clusters Score -1.500449e+08 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 255322 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 244707 members 
Mstep: Class 4 contains 201154 members 
Mstep: Class 5 contains 72986 members 
Mstep: Class 6 contains 107210 members 
Mstep: Class 7 contains 32298 members 
Mstep: Class 9 contains 16198 members 
Mstep: Class 10 contains 31274 members 
Mstep: Class 11 contains 62970 members 
Mstep: Class 12 contains 209414 members 
Mstep: Class 13 contains 13838 members 
Mstep: Class 14 contains 126070 members 
Mstep: Class 15 contains 23970 members 
Mstep: Class 16 contains 61501 members 
Mstep: Class 17 contains 237315 members 
Mstep: Class 18 contains 24196 members 
Mstep: Class 19 contains 37237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150042752.000000 Penalty: 64244.730469
Iteration 20F: 19 clusters Score -1.500428e+08 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 250460 members 
Mstep: Class 2 contains 21535 members 
Mstep: Class 3 contains 246562 members 
Mstep: Class 4 contains 201171 members 
Mstep: Class 5 contains 73609 members 
Mstep: Class 6 contains 110032 members 
Mstep: Class 7 contains 31615 members 
Mstep: Class 9 contains 16178 members 
Mstep: Class 10 contains 31476 members 
Mstep: Class 11 contains 64781 members 
Mstep: Class 12 contains 210751 members 
Mstep: Class 13 contains 13609 members 
Mstep: Class 14 contains 126050 members 
Mstep: Class 15 contains 24839 members 
Mstep: Class 16 contains 61513 members 
Mstep: Class 17 contains 233718 members 
Mstep: Class 18 contains 24111 members 
Mstep: Class 19 contains 37088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150040752.000000 Penalty: 64244.730469
Iteration 21Q: 19 clusters Score -1.500408e+08 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 243956 members 
Mstep: Class 2 contains 21403 members 
Mstep: Class 3 contains 249279 members 
Mstep: Class 4 contains 201313 members 
Mstep: Class 5 contains 73951 members 
Mstep: Class 6 contains 113620 members 
Mstep: Class 7 contains 30852 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 31650 members 
Mstep: Class 11 contains 66594 members 
Mstep: Class 12 contains 212077 members 
Mstep: Class 13 contains 13423 members 
Mstep: Class 14 contains 126078 members 
Mstep: Class 15 contains 25901 members 
Mstep: Class 16 contains 61699 members 
Mstep: Class 17 contains 230087 members 
Mstep: Class 18 contains 23958 members 
Mstep: Class 19 contains 37054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150036320.000000 Penalty: 64244.730469
Iteration 22Q: 19 clusters Score -1.500363e+08 nChanged 21807
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 234305 members 
Mstep: Class 2 contains 21236 members 
Mstep: Class 3 contains 253406 members 
Mstep: Class 4 contains 201418 members 
Mstep: Class 5 contains 74086 members 
Mstep: Class 6 contains 118923 members 
Mstep: Class 7 contains 29977 members 
Mstep: Class 9 contains 16264 members 
Mstep: Class 10 contains 31809 members 
Mstep: Class 11 contains 68465 members 
Mstep: Class 12 contains 213347 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 126121 members 
Mstep: Class 15 contains 27135 members 
Mstep: Class 16 contains 62022 members 
Mstep: Class 17 contains 226452 members 
Mstep: Class 18 contains 23780 members 
Mstep: Class 19 contains 37058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150059920.000000 Penalty: 64244.730469
Iteration 23Q: 19 clusters Score -1.500599e+08 nChanged 19999
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 226624 members 
Mstep: Class 2 contains 21084 members 
Mstep: Class 3 contains 256972 members 
Mstep: Class 4 contains 201499 members 
Mstep: Class 5 contains 74074 members 
Mstep: Class 6 contains 122811 members 
Mstep: Class 7 contains 29017 members 
Mstep: Class 9 contains 16393 members 
Mstep: Class 10 contains 31907 members 
Mstep: Class 11 contains 70478 members 
Mstep: Class 12 contains 214534 members 
Mstep: Class 13 contains 13221 members 
Mstep: Class 14 contains 126131 members 
Mstep: Class 15 contains 28570 members 
Mstep: Class 16 contains 62258 members 
Mstep: Class 17 contains 222871 members 
Mstep: Class 18 contains 23584 members 
Mstep: Class 19 contains 37075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150079920.000000 Penalty: 64244.730469
Iteration 24Q: 19 clusters Score -1.500799e+08 nChanged 18846
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 220206 members 
Mstep: Class 2 contains 20987 members 
Mstep: Class 3 contains 260043 members 
Mstep: Class 4 contains 201563 members 
Mstep: Class 5 contains 73915 members 
Mstep: Class 6 contains 125929 members 
Mstep: Class 7 contains 28109 members 
Mstep: Class 9 contains 16527 members 
Mstep: Class 10 contains 31993 members 
Mstep: Class 11 contains 72599 members 
Mstep: Class 12 contains 215682 members 
Mstep: Class 13 contains 13191 members 
Mstep: Class 14 contains 126117 members 
Mstep: Class 15 contains 30014 members 
Mstep: Class 16 contains 62566 members 
Mstep: Class 17 contains 219209 members 
Mstep: Class 18 contains 23397 members 
Mstep: Class 19 contains 37056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150098256.000000 Penalty: 64244.730469
Iteration 25Q: 19 clusters Score -1.500983e+08 nChanged 19404
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 213689 members 
Mstep: Class 2 contains 20916 members 
Mstep: Class 3 contains 261945 members 
Mstep: Class 4 contains 201611 members 
Mstep: Class 5 contains 73630 members 
Mstep: Class 6 contains 130343 members 
Mstep: Class 7 contains 27206 members 
Mstep: Class 9 contains 16682 members 
Mstep: Class 10 contains 32028 members 
Mstep: Class 11 contains 74990 members 
Mstep: Class 12 contains 216797 members 
Mstep: Class 13 contains 13180 members 
Mstep: Class 14 contains 126095 members 
Mstep: Class 15 contains 31499 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 215428 members 
Mstep: Class 18 contains 23223 members 
Mstep: Class 19 contains 37022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150117232.000000 Penalty: 64244.730469
Iteration 26Q: 19 clusters Score -1.501172e+08 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 206936 members 
Mstep: Class 2 contains 20872 members 
Mstep: Class 3 contains 262389 members 
Mstep: Class 4 contains 201639 members 
Mstep: Class 5 contains 73305 members 
Mstep: Class 6 contains 136469 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 9 contains 16832 members 
Mstep: Class 10 contains 32046 members 
Mstep: Class 11 contains 77756 members 
Mstep: Class 12 contains 217850 members 
Mstep: Class 13 contains 13200 members 
Mstep: Class 14 contains 126054 members 
Mstep: Class 15 contains 32991 members 
Mstep: Class 16 contains 62780 members 
Mstep: Class 17 contains 211630 members 
Mstep: Class 18 contains 23051 members 
Mstep: Class 19 contains 36972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150133952.000000 Penalty: 64244.730469
Iteration 27Q: 19 clusters Score -1.50134e+08 nChanged 24560
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 199951 members 
Mstep: Class 2 contains 20836 members 
Mstep: Class 3 contains 261331 members 
Mstep: Class 4 contains 201662 members 
Mstep: Class 5 contains 72945 members 
Mstep: Class 6 contains 144361 members 
Mstep: Class 7 contains 25439 members 
Mstep: Class 9 contains 16962 members 
Mstep: Class 10 contains 32059 members 
Mstep: Class 11 contains 80855 members 
Mstep: Class 12 contains 218843 members 
Mstep: Class 13 contains 13190 members 
Mstep: Class 14 contains 126031 members 
Mstep: Class 15 contains 34483 members 
Mstep: Class 16 contains 62316 members 
Mstep: Class 17 contains 207985 members 
Mstep: Class 18 contains 22916 members 
Mstep: Class 19 contains 36946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150144880.000000 Penalty: 64244.730469
Iteration 28Q: 19 clusters Score -1.501449e+08 nChanged 27315
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 194105 members 
Mstep: Class 2 contains 20811 members 
Mstep: Class 3 contains 259847 members 
Mstep: Class 4 contains 201665 members 
Mstep: Class 5 contains 72658 members 
Mstep: Class 6 contains 151494 members 
Mstep: Class 7 contains 24366 members 
Mstep: Class 9 contains 17107 members 
Mstep: Class 10 contains 32102 members 
Mstep: Class 11 contains 84382 members 
Mstep: Class 12 contains 219826 members 
Mstep: Class 13 contains 13169 members 
Mstep: Class 14 contains 125994 members 
Mstep: Class 15 contains 36073 members 
Mstep: Class 16 contains 61343 members 
Mstep: Class 17 contains 204435 members 
Mstep: Class 18 contains 22805 members 
Mstep: Class 19 contains 36929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150149040.000000 Penalty: 64244.730469
Iteration 29Q: 19 clusters Score -1.50149e+08 nChanged 26498
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 191299 members 
Mstep: Class 2 contains 20806 members 
Mstep: Class 3 contains 259240 members 
Mstep: Class 4 contains 201663 members 
Mstep: Class 5 contains 72389 members 
Mstep: Class 6 contains 154694 members 
Mstep: Class 7 contains 23155 members 
Mstep: Class 9 contains 17228 members 
Mstep: Class 10 contains 32179 members 
Mstep: Class 11 contains 88419 members 
Mstep: Class 12 contains 220860 members 
Mstep: Class 13 contains 13154 members 
Mstep: Class 14 contains 125960 members 
Mstep: Class 15 contains 37824 members 
Mstep: Class 16 contains 59680 members 
Mstep: Class 17 contains 200947 members 
Mstep: Class 18 contains 22704 members 
Mstep: Class 19 contains 36910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150151280.000000 Penalty: 64244.730469
Iteration 30Q: 19 clusters Score -1.501513e+08 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 191566 members 
Mstep: Class 2 contains 20775 members 
Mstep: Class 3 contains 260041 members 
Mstep: Class 4 contains 201664 members 
Mstep: Class 5 contains 72157 members 
Mstep: Class 6 contains 153377 members 
Mstep: Class 7 contains 21805 members 
Mstep: Class 9 contains 17337 members 
Mstep: Class 10 contains 32308 members 
Mstep: Class 11 contains 92747 members 
Mstep: Class 12 contains 221915 members 
Mstep: Class 13 contains 13135 members 
Mstep: Class 14 contains 125884 members 
Mstep: Class 15 contains 39697 members 
Mstep: Class 16 contains 57673 members 
Mstep: Class 17 contains 197549 members 
Mstep: Class 18 contains 22597 members 
Mstep: Class 19 contains 36884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150157008.000000 Penalty: 64244.730469
Iteration 31Q: 19 clusters Score -1.50157e+08 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 193044 members 
Mstep: Class 2 contains 20781 members 
Mstep: Class 3 contains 261255 members 
Mstep: Class 4 contains 201658 members 
Mstep: Class 5 contains 71994 members 
Mstep: Class 6 contains 150535 members 
Mstep: Class 7 contains 20279 members 
Mstep: Class 9 contains 17393 members 
Mstep: Class 10 contains 32388 members 
Mstep: Class 11 contains 97218 members 
Mstep: Class 12 contains 222999 members 
Mstep: Class 13 contains 13156 members 
Mstep: Class 14 contains 125792 members 
Mstep: Class 15 contains 41714 members 
Mstep: Class 16 contains 55283 members 
Mstep: Class 17 contains 194319 members 
Mstep: Class 18 contains 22469 members 
Mstep: Class 19 contains 36832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150166352.000000 Penalty: 64244.730469
Iteration 32Q: 19 clusters Score -1.501664e+08 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 194434 members 
Mstep: Class 2 contains 20789 members 
Mstep: Class 3 contains 262361 members 
Mstep: Class 4 contains 201658 members 
Mstep: Class 5 contains 71847 members 
Mstep: Class 6 contains 147981 members 
Mstep: Class 7 contains 19271 members 
Mstep: Class 9 contains 17408 members 
Mstep: Class 10 contains 32422 members 
Mstep: Class 11 contains 101634 members 
Mstep: Class 12 contains 224145 members 
Mstep: Class 13 contains 13181 members 
Mstep: Class 14 contains 125583 members 
Mstep: Class 15 contains 43366 members 
Mstep: Class 16 contains 52618 members 
Mstep: Class 17 contains 191281 members 
Mstep: Class 18 contains 22356 members 
Mstep: Class 19 contains 36774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150176352.000000 Penalty: 64244.730469
Iteration 33Q: 19 clusters Score -1.501764e+08 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 195416 members 
Mstep: Class 2 contains 20794 members 
Mstep: Class 3 contains 263094 members 
Mstep: Class 4 contains 201657 members 
Mstep: Class 5 contains 71670 members 
Mstep: Class 6 contains 146258 members 
Mstep: Class 7 contains 19243 members 
Mstep: Class 9 contains 17410 members 
Mstep: Class 10 contains 32423 members 
Mstep: Class 11 contains 105780 members 
Mstep: Class 12 contains 225341 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 125275 members 
Mstep: Class 15 contains 44117 members 
Mstep: Class 16 contains 49968 members 
Mstep: Class 17 contains 188482 members 
Mstep: Class 18 contains 22246 members 
Mstep: Class 19 contains 36719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150180384.000000 Penalty: 64244.730469
Iteration 34Q: 19 clusters Score -1.501804e+08 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 195943 members 
Mstep: Class 2 contains 20801 members 
Mstep: Class 3 contains 263630 members 
Mstep: Class 4 contains 201661 members 
Mstep: Class 5 contains 71591 members 
Mstep: Class 6 contains 145216 members 
Mstep: Class 7 contains 19415 members 
Mstep: Class 9 contains 17391 members 
Mstep: Class 10 contains 32411 members 
Mstep: Class 11 contains 109398 members 
Mstep: Class 12 contains 226544 members 
Mstep: Class 13 contains 13252 members 
Mstep: Class 14 contains 125071 members 
Mstep: Class 15 contains 44449 members 
Mstep: Class 16 contains 47581 members 
Mstep: Class 17 contains 186003 members 
Mstep: Class 18 contains 22113 members 
Mstep: Class 19 contains 36640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150182464.000000 Penalty: 64244.730469
Iteration 35Q: 19 clusters Score -1.501825e+08 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 196131 members 
Mstep: Class 2 contains 20837 members 
Mstep: Class 3 contains 263984 members 
Mstep: Class 4 contains 201667 members 
Mstep: Class 5 contains 71581 members 
Mstep: Class 6 contains 144686 members 
Mstep: Class 7 contains 19506 members 
Mstep: Class 9 contains 17384 members 
Mstep: Class 10 contains 32401 members 
Mstep: Class 11 contains 112452 members 
Mstep: Class 12 contains 227742 members 
Mstep: Class 13 contains 13285 members 
Mstep: Class 14 contains 124972 members 
Mstep: Class 15 contains 44625 members 
Mstep: Class 16 contains 45469 members 
Mstep: Class 17 contains 183856 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 36527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150184752.000000 Penalty: 64244.730469
Iteration 36Q: 19 clusters Score -1.501848e+08 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 196155 members 
Mstep: Class 2 contains 20867 members 
Mstep: Class 3 contains 264258 members 
Mstep: Class 4 contains 201672 members 
Mstep: Class 5 contains 71566 members 
Mstep: Class 6 contains 144375 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32406 members 
Mstep: Class 11 contains 114884 members 
Mstep: Class 12 contains 228997 members 
Mstep: Class 13 contains 13315 members 
Mstep: Class 14 contains 124913 members 
Mstep: Class 15 contains 44757 members 
Mstep: Class 16 contains 43811 members 
Mstep: Class 17 contains 181897 members 
Mstep: Class 18 contains 21884 members 
Mstep: Class 19 contains 36412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150186640.000000 Penalty: 64244.730469
Iteration 37Q: 19 clusters Score -1.501866e+08 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 196095 members 
Mstep: Class 2 contains 20880 members 
Mstep: Class 3 contains 264472 members 
Mstep: Class 4 contains 201674 members 
Mstep: Class 5 contains 71529 members 
Mstep: Class 6 contains 144218 members 
Mstep: Class 7 contains 19581 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 116816 members 
Mstep: Class 12 contains 230255 members 
Mstep: Class 13 contains 13340 members 
Mstep: Class 14 contains 124886 members 
Mstep: Class 15 contains 44857 members 
Mstep: Class 16 contains 42459 members 
Mstep: Class 17 contains 180164 members 
Mstep: Class 18 contains 21781 members 
Mstep: Class 19 contains 36311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150186864.000000 Penalty: 64244.730469
Iteration 38Q: 19 clusters Score -1.501869e+08 nChanged 4512
Entering ConstructFrom: 
Score: -150186864.000000 Penalty: 64244.730469
Entering ConstructFrom: 
Trying to split cluster 1 (196033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196033 members 
Entering Unmasked Estep 
Score: -20948364.000000 Penalty: 3022.137451
	Iteration 0F: 2 clusters Score -2.094836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -20874386.000000 Penalty: 6044.274902
	Iteration 0F: 3 clusters Score -2.087439e+07 nChanged 94190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -20931086.000000 Penalty: 6044.274902
	Iteration 1F: 3 clusters Score -2.093109e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -20934154.000000 Penalty: 6044.274902
	Iteration 2Q: 3 clusters Score -2.093415e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 104267 members 
Entering Unmasked Estep 
Score: -20938910.000000 Penalty: 6044.274902
	Iteration 3F: 3 clusters Score -2.093891e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -20945870.000000 Penalty: 6044.274902
	Iteration 4F: 3 clusters Score -2.094587e+07 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -20954072.000000 Penalty: 6044.274902
	Iteration 5F: 3 clusters Score -2.095407e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 112901 members 
Entering Unmasked Estep 
Score: -20962942.000000 Penalty: 6044.274902
	Iteration 6F: 3 clusters Score -2.096294e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -20969812.000000 Penalty: 6044.274902
	Iteration 7F: 3 clusters Score -2.096981e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -20973760.000000 Penalty: 6044.274902
	Iteration 8Q: 3 clusters Score -2.097376e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -20975174.000000 Penalty: 6044.274902
	Iteration 9Q: 3 clusters Score -2.097517e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -20975566.000000 Penalty: 6044.274902
	Iteration 10Q: 3 clusters Score -2.097557e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81435 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -20975710.000000 Penalty: 6044.274902
	Iteration 11Q: 3 clusters Score -2.097571e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -20976072.000000 Penalty: 6044.274902
	Iteration 12Q: 3 clusters Score -2.097607e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 115424 members 
Entering Unmasked Estep 
Score: -20976372.000000 Penalty: 6044.274902
	Iteration 13Q: 3 clusters Score -2.097637e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 115916 members 
Entering Unmasked Estep 
Score: -20976566.000000 Penalty: 6044.274902
	Iteration 14Q: 3 clusters Score -2.097657e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -20976762.000000 Penalty: 6044.274902
	Iteration 15Q: 3 clusters Score -2.097676e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -20976830.000000 Penalty: 6044.274902
	Iteration 16Q: 3 clusters Score -2.097683e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -20977080.000000 Penalty: 6044.274902
	Iteration 17Q: 3 clusters Score -2.097708e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -20977188.000000 Penalty: 6044.274902
	Iteration 18Q: 3 clusters Score -2.097719e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 119364 members 
Entering Unmasked Estep 
Score: -20977284.000000 Penalty: 6044.274902
	Iteration 19Q: 3 clusters Score -2.097728e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -20977408.000000 Penalty: 6044.274902
	Iteration 20F: 3 clusters Score -2.097741e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -20977512.000000 Penalty: 6044.274902
	Iteration 21Q: 3 clusters Score -2.097751e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -20977576.000000 Penalty: 6044.274902
	Iteration 22Q: 3 clusters Score -2.097758e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -20978094.000000 Penalty: 6044.274902
	Iteration 23Q: 3 clusters Score -2.097809e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -20979062.000000 Penalty: 6044.274902
	Iteration 24Q: 3 clusters Score -2.097906e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 125286 members 
Entering Unmasked Estep 
Score: -20980208.000000 Penalty: 6044.274902
	Iteration 25Q: 3 clusters Score -2.098021e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 127045 members 
Entering Unmasked Estep 
Score: -20981352.000000 Penalty: 6044.274902
	Iteration 26Q: 3 clusters Score -2.098135e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 129229 members 
Entering Unmasked Estep 
Score: -20982202.000000 Penalty: 6044.274902
	Iteration 27Q: 3 clusters Score -2.09822e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 131730 members 
Entering Unmasked Estep 
Score: -20982818.000000 Penalty: 6044.274902
	Iteration 28Q: 3 clusters Score -2.098282e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -20983036.000000 Penalty: 6044.274902
	Iteration 29Q: 3 clusters Score -2.098304e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -20982896.000000 Penalty: 6044.274902
	Iteration 30Q: 3 clusters Score -2.09829e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -20982174.000000 Penalty: 6044.274902
	Iteration 31Q: 3 clusters Score -2.098217e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 142445 members 
Entering Unmasked Estep 
Score: -20981492.000000 Penalty: 6044.274902
	Iteration 32Q: 3 clusters Score -2.098149e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 144443 members 
Entering Unmasked Estep 
Score: -20980784.000000 Penalty: 6044.274902
	Iteration 33Q: 3 clusters Score -2.098078e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -20980360.000000 Penalty: 6044.274902
	Iteration 34Q: 3 clusters Score -2.098036e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -20979942.000000 Penalty: 6044.274902
	Iteration 35Q: 3 clusters Score -2.097994e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 148293 members 
Entering Unmasked Estep 
Score: -20979478.000000 Penalty: 6044.274902
	Iteration 36Q: 3 clusters Score -2.097948e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -20979238.000000 Penalty: 6044.274902
	Iteration 37Q: 3 clusters Score -2.097924e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -20978864.000000 Penalty: 6044.274902
	Iteration 38Q: 3 clusters Score -2.097886e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -20978592.000000 Penalty: 6044.274902
	Iteration 39Q: 3 clusters Score -2.097859e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 150585 members 
Entering Unmasked Estep 
Score: -20978432.000000 Penalty: 6044.274902
	Iteration 40F: 3 clusters Score -2.097843e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -20978230.000000 Penalty: 6044.274902
	Iteration 41Q: 3 clusters Score -2.097823e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 151287 members 
Entering Unmasked Estep 
Score: -20977912.000000 Penalty: 6044.274902
	Iteration 42Q: 3 clusters Score -2.097791e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -20977724.000000 Penalty: 6044.274902
	Iteration 43Q: 3 clusters Score -2.097772e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -20977574.000000 Penalty: 6044.274902
	Iteration 44Q: 3 clusters Score -2.097757e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -20977462.000000 Penalty: 6044.274902
	Iteration 45Q: 3 clusters Score -2.097746e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -20977426.000000 Penalty: 6044.274902
	Iteration 46Q: 3 clusters Score -2.097743e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -20977326.000000 Penalty: 6044.274902
	Iteration 47Q: 3 clusters Score -2.097733e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -20977278.000000 Penalty: 6044.274902
	Iteration 48Q: 3 clusters Score -2.097728e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -20977178.000000 Penalty: 6044.274902
	Iteration 49Q: 3 clusters Score -2.097718e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -20977100.000000 Penalty: 6044.274902
	Iteration 50Q: 3 clusters Score -2.09771e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 152634 members 
Entering Unmasked Estep 
Score: -20977002.000000 Penalty: 6044.274902
	Iteration 51Q: 3 clusters Score -2.0977e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 152698 members 
Entering Unmasked Estep 
Score: -20976944.000000 Penalty: 6044.274902
	Iteration 52Q: 3 clusters Score -2.097694e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 152750 members 
Entering Unmasked Estep 
Score: -20976890.000000 Penalty: 6044.274902
	Iteration 53Q: 3 clusters Score -2.097689e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -20976834.000000 Penalty: 6044.274902
	Iteration 54Q: 3 clusters Score -2.097683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 152806 members 
Entering Unmasked Estep 
Score: -20976838.000000 Penalty: 6044.274902
	Iteration 55Q: 3 clusters Score -2.097684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 152820 members 
Entering Unmasked Estep 
Score: -20976816.000000 Penalty: 6044.274902
	Iteration 56Q: 3 clusters Score -2.097682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 152834 members 
Entering Unmasked Estep 
Score: -20976808.000000 Penalty: 6044.274902
	Iteration 57Q: 3 clusters Score -2.097681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 152849 members 
Entering Unmasked Estep 
Score: -20976802.000000 Penalty: 6044.274902
	Iteration 58Q: 3 clusters Score -2.09768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -20976780.000000 Penalty: 6044.274902
	Iteration 59Q: 3 clusters Score -2.097678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 152873 members 
Entering Unmasked Estep 
Score: -20976750.000000 Penalty: 6044.274902
	Iteration 60F: 3 clusters Score -2.097675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 152887 members 
Entering Unmasked Estep 
Score: -20976742.000000 Penalty: 6044.274902
	Iteration 61Q: 3 clusters Score -2.097674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 152903 members 
Entering Unmasked Estep 
Score: -20976724.000000 Penalty: 6044.274902
	Iteration 62Q: 3 clusters Score -2.097672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 152920 members 
Entering Unmasked Estep 
Score: -20976698.000000 Penalty: 6044.274902
	Iteration 63Q: 3 clusters Score -2.09767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 152930 members 
Entering Unmasked Estep 
Score: -20976662.000000 Penalty: 6044.274902
	Iteration 64Q: 3 clusters Score -2.097666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 152936 members 
Entering Unmasked Estep 
Score: -20976666.000000 Penalty: 6044.274902
	Iteration 65Q: 3 clusters Score -2.097667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 152942 members 
Entering Unmasked Estep 
Score: -20976646.000000 Penalty: 6044.274902
	Iteration 66Q: 3 clusters Score -2.097665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 152946 members 
Entering Unmasked Estep 
Score: -20976648.000000 Penalty: 6044.274902
	Iteration 67Q: 3 clusters Score -2.097665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -20976646.000000 Penalty: 6044.274902
	Iteration 68Q: 3 clusters Score -2.097665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 152956 members 
Entering Unmasked Estep 
Score: -20976632.000000 Penalty: 6044.274902
	Iteration 69Q: 3 clusters Score -2.097663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -20976636.000000 Penalty: 6044.274902
	Iteration 70Q: 3 clusters Score -2.097664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -20976644.000000 Penalty: 6044.274902
	Iteration 71Q: 3 clusters Score -2.097664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 152965 members 
Entering Unmasked Estep 
Score: -20976644.000000 Penalty: 6044.274902
	Iteration 72Q: 3 clusters Score -2.097664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -20976650.000000 Penalty: 6044.274902
	Iteration 73Q: 3 clusters Score -2.097665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -20976628.000000 Penalty: 6044.274902
	Iteration 74Q: 3 clusters Score -2.097663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -20976624.000000 Penalty: 6044.274902
	Iteration 75Q: 3 clusters Score -2.097662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -20976620.000000 Penalty: 6044.274902
	Iteration 76Q: 3 clusters Score -2.097662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -20976586.000000 Penalty: 6044.274902
	Iteration 77Q: 3 clusters Score -2.097659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 153000 members 
Entering Unmasked Estep 
Score: -20976590.000000 Penalty: 6044.274902
	Iteration 78Q: 3 clusters Score -2.097659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 153006 members 
Entering Unmasked Estep 
Score: -20976556.000000 Penalty: 6044.274902
	Iteration 79Q: 3 clusters Score -2.097656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -20976576.000000 Penalty: 6044.274902
	Iteration 80F: 3 clusters Score -2.097658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -20976572.000000 Penalty: 6044.274902
	Iteration 81Q: 3 clusters Score -2.097657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -20976576.000000 Penalty: 6044.274902
	Iteration 82Q: 3 clusters Score -2.097658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 153011 members 
Entering Unmasked Estep 
Score: -20976578.000000 Penalty: 6044.274902
	Iteration 83Q: 3 clusters Score -2.097658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -20976580.000000 Penalty: 6044.274902
	Iteration 84Q: 3 clusters Score -2.097658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -20976578.000000 Penalty: 6044.274902
	Iteration 85Q: 3 clusters Score -2.097658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 153016 members 
Entering Unmasked Estep 
Score: -20976572.000000 Penalty: 6044.274902
	Iteration 86Q: 3 clusters Score -2.097657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 153018 members 
Entering Unmasked Estep 
Score: -20976574.000000 Penalty: 6044.274902
	Iteration 87Q: 3 clusters Score -2.097657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -20976572.000000 Penalty: 6044.274902
	Iteration 88Q: 3 clusters Score -2.097657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 153026 members 
Entering Unmasked Estep 
Score: -20976574.000000 Penalty: 6044.274902
	Iteration 89Q: 3 clusters Score -2.097657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 153028 members 
Entering Unmasked Estep 
Score: -20976566.000000 Penalty: 6044.274902
	Iteration 90Q: 3 clusters Score -2.097657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -20976548.000000 Penalty: 6044.274902
	Iteration 91Q: 3 clusters Score -2.097655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -20976554.000000 Penalty: 6044.274902
	Iteration 92Q: 3 clusters Score -2.097655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -20976554.000000 Penalty: 6044.274902
	Iteration 93F: 3 clusters Score -2.097655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 20865 members 
Mstep: Class 3 contains 264614 members 
Mstep: Class 4 contains 201680 members 
Mstep: Class 5 contains 71504 members 
Mstep: Class 6 contains 144133 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Entering Unmasked Estep 
Score: -150213680.000000 Penalty: 67813.882812
Splitting cluster 1 changes total score from -150186864.000000 to -150213680.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (20865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Entering Unmasked Estep 
Score: -1325608.375000 Penalty: 2466.565430
	Iteration 0F: 2 clusters Score -1325608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1311427.000000 Penalty: 4933.130859
	Iteration 0F: 3 clusters Score -1311427 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1322278.750000 Penalty: 4933.130859
	Iteration 1F: 3 clusters Score -1322279 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1328899.125000 Penalty: 4933.130859
	Iteration 2F: 3 clusters Score -1328899 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1331857.500000 Penalty: 4933.130859
	Iteration 3F: 3 clusters Score -1331858 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1332660.500000 Penalty: 4933.130859
	Iteration 4F: 3 clusters Score -1332660 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1332941.750000 Penalty: 4933.130859
	Iteration 5Q: 3 clusters Score -1332942 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1333092.625000 Penalty: 4933.130859
	Iteration 6Q: 3 clusters Score -1333093 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1333205.000000 Penalty: 4933.130859
	Iteration 7Q: 3 clusters Score -1333205 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1333299.125000 Penalty: 4933.130859
	Iteration 8Q: 3 clusters Score -1333299 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1333414.125000 Penalty: 4933.130859
	Iteration 9Q: 3 clusters Score -1333414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1333521.125000 Penalty: 4933.130859
	Iteration 10Q: 3 clusters Score -1333521 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1333604.750000 Penalty: 4933.130859
	Iteration 11Q: 3 clusters Score -1333605 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1333701.375000 Penalty: 4933.130859
	Iteration 12Q: 3 clusters Score -1333701 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1333795.625000 Penalty: 4933.130859
	Iteration 13Q: 3 clusters Score -1333796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1333832.250000 Penalty: 4933.130859
	Iteration 14Q: 3 clusters Score -1333832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1333848.875000 Penalty: 4933.130859
	Iteration 15Q: 3 clusters Score -1333849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1333855.750000 Penalty: 4933.130859
	Iteration 16Q: 3 clusters Score -1333856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1333860.500000 Penalty: 4933.130859
	Iteration 17Q: 3 clusters Score -1333860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1333860.875000 Penalty: 4933.130859
	Iteration 18Q: 3 clusters Score -1333861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1333861.500000 Penalty: 4933.130859
	Iteration 19Q: 3 clusters Score -1333862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1333872.875000 Penalty: 4933.130859
	Iteration 20F: 3 clusters Score -1333873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1333874.375000 Penalty: 4933.130859
	Iteration 21Q: 3 clusters Score -1333874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1333872.125000 Penalty: 4933.130859
	Iteration 22Q: 3 clusters Score -1333872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1333872.625000 Penalty: 4933.130859
	Iteration 23Q: 3 clusters Score -1333873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1333870.875000 Penalty: 4933.130859
	Iteration 24Q: 3 clusters Score -1333871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1333873.375000 Penalty: 4933.130859
	Iteration 25Q: 3 clusters Score -1333873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1333876.125000 Penalty: 4933.130859
	Iteration 26Q: 3 clusters Score -1333876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1333876.125000 Penalty: 4933.130859
	Iteration 27F: 3 clusters Score -1333876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 264614 members 
Mstep: Class 4 contains 201680 members 
Mstep: Class 5 contains 71504 members 
Mstep: Class 6 contains 144133 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Entering Unmasked Estep 
Score: -150219712.000000 Penalty: 71383.031250
Splitting cluster 2 changes total score from -150186864.000000 to -150219712.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (264614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264614 members 
Entering Unmasked Estep 
Score: -25772408.000000 Penalty: 3096.534912
	Iteration 0F: 2 clusters Score -2.577241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132612 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -25638872.000000 Penalty: 6193.069824
	Iteration 0F: 3 clusters Score -2.563887e+07 nChanged 128082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137318 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -25716110.000000 Penalty: 6193.069824
	Iteration 1F: 3 clusters Score -2.571611e+07 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 126417 members 
Entering Unmasked Estep 
Score: -25719416.000000 Penalty: 6193.069824
	Iteration 2Q: 3 clusters Score -2.571942e+07 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 127073 members 
Entering Unmasked Estep 
Score: -25724150.000000 Penalty: 6193.069824
	Iteration 3F: 3 clusters Score -2.572415e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134589 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -25730342.000000 Penalty: 6193.069824
	Iteration 4F: 3 clusters Score -2.573034e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -25738118.000000 Penalty: 6193.069824
	Iteration 5F: 3 clusters Score -2.573812e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -25745558.000000 Penalty: 6193.069824
	Iteration 6F: 3 clusters Score -2.574556e+07 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -25751848.000000 Penalty: 6193.069824
	Iteration 7F: 3 clusters Score -2.575185e+07 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -25756572.000000 Penalty: 6193.069824
	Iteration 8F: 3 clusters Score -2.575657e+07 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -25759098.000000 Penalty: 6193.069824
	Iteration 9F: 3 clusters Score -2.57591e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -25759220.000000 Penalty: 6193.069824
	Iteration 10Q: 3 clusters Score -2.575922e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -25759354.000000 Penalty: 6193.069824
	Iteration 11Q: 3 clusters Score -2.575935e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -25759384.000000 Penalty: 6193.069824
	Iteration 12Q: 3 clusters Score -2.575938e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 160042 members 
Entering Unmasked Estep 
Score: -25759860.000000 Penalty: 6193.069824
	Iteration 13Q: 3 clusters Score -2.575986e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108033 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -25761346.000000 Penalty: 6193.069824
	Iteration 14Q: 3 clusters Score -2.576135e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111765 members 
Mstep: Class 2 contains 152849 members 
Entering Unmasked Estep 
Score: -25762850.000000 Penalty: 6193.069824
	Iteration 15Q: 3 clusters Score -2.576285e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115770 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -25765400.000000 Penalty: 6193.069824
	Iteration 16Q: 3 clusters Score -2.57654e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -25767722.000000 Penalty: 6193.069824
	Iteration 17Q: 3 clusters Score -2.576772e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 141181 members 
Entering Unmasked Estep 
Score: -25770272.000000 Penalty: 6193.069824
	Iteration 18Q: 3 clusters Score -2.577027e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 137667 members 
Entering Unmasked Estep 
Score: -25772996.000000 Penalty: 6193.069824
	Iteration 19Q: 3 clusters Score -2.5773e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 134074 members 
Entering Unmasked Estep 
Score: -25775614.000000 Penalty: 6193.069824
	Iteration 20F: 3 clusters Score -2.577561e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134105 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -25777226.000000 Penalty: 6193.069824
	Iteration 21Q: 3 clusters Score -2.577723e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137226 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -25779150.000000 Penalty: 6193.069824
	Iteration 22Q: 3 clusters Score -2.577915e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139652 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -25780944.000000 Penalty: 6193.069824
	Iteration 23Q: 3 clusters Score -2.578094e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141079 members 
Mstep: Class 2 contains 123535 members 
Entering Unmasked Estep 
Score: -25782592.000000 Penalty: 6193.069824
	Iteration 24Q: 3 clusters Score -2.578259e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -25784196.000000 Penalty: 6193.069824
	Iteration 25Q: 3 clusters Score -2.57842e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141471 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -25785558.000000 Penalty: 6193.069824
	Iteration 26Q: 3 clusters Score -2.578556e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140544 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -25786874.000000 Penalty: 6193.069824
	Iteration 27Q: 3 clusters Score -2.578687e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -25788236.000000 Penalty: 6193.069824
	Iteration 28Q: 3 clusters Score -2.578824e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136945 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -25789460.000000 Penalty: 6193.069824
	Iteration 29Q: 3 clusters Score -2.578946e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -25790680.000000 Penalty: 6193.069824
	Iteration 30Q: 3 clusters Score -2.579068e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -25791714.000000 Penalty: 6193.069824
	Iteration 31Q: 3 clusters Score -2.579171e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129180 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -25791990.000000 Penalty: 6193.069824
	Iteration 32Q: 3 clusters Score -2.579199e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126576 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -25791724.000000 Penalty: 6193.069824
	Iteration 33Q: 3 clusters Score -2.579172e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 140347 members 
Entering Unmasked Estep 
Score: -25791102.000000 Penalty: 6193.069824
	Iteration 34Q: 3 clusters Score -2.57911e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122306 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -25790304.000000 Penalty: 6193.069824
	Iteration 35Q: 3 clusters Score -2.57903e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 143842 members 
Entering Unmasked Estep 
Score: -25789338.000000 Penalty: 6193.069824
	Iteration 36Q: 3 clusters Score -2.578934e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -25788336.000000 Penalty: 6193.069824
	Iteration 37Q: 3 clusters Score -2.578834e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -25787850.000000 Penalty: 6193.069824
	Iteration 38Q: 3 clusters Score -2.578785e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 146774 members 
Entering Unmasked Estep 
Score: -25787086.000000 Penalty: 6193.069824
	Iteration 39Q: 3 clusters Score -2.578709e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -25786510.000000 Penalty: 6193.069824
	Iteration 40F: 3 clusters Score -2.578651e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Mstep: Class 2 contains 147773 members 
Entering Unmasked Estep 
Score: -25786146.000000 Penalty: 6193.069824
	Iteration 41Q: 3 clusters Score -2.578615e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -25785708.000000 Penalty: 6193.069824
	Iteration 42Q: 3 clusters Score -2.578571e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116324 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -25785418.000000 Penalty: 6193.069824
	Iteration 43Q: 3 clusters Score -2.578542e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 148423 members 
Entering Unmasked Estep 
Score: -25785222.000000 Penalty: 6193.069824
	Iteration 44Q: 3 clusters Score -2.578522e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -25785186.000000 Penalty: 6193.069824
	Iteration 45Q: 3 clusters Score -2.578519e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 148447 members 
Entering Unmasked Estep 
Score: -25785026.000000 Penalty: 6193.069824
	Iteration 46Q: 3 clusters Score -2.578503e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116236 members 
Mstep: Class 2 contains 148378 members 
Entering Unmasked Estep 
Score: -25784964.000000 Penalty: 6193.069824
	Iteration 47Q: 3 clusters Score -2.578496e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -25784862.000000 Penalty: 6193.069824
	Iteration 48Q: 3 clusters Score -2.578486e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116341 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -25784814.000000 Penalty: 6193.069824
	Iteration 49Q: 3 clusters Score -2.578481e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116396 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -25784814.000000 Penalty: 6193.069824
	Iteration 50Q: 3 clusters Score -2.578481e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116463 members 
Mstep: Class 2 contains 148151 members 
Entering Unmasked Estep 
Score: -25784814.000000 Penalty: 6193.069824
	Iteration 51Q: 3 clusters Score -2.578481e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -25784852.000000 Penalty: 6193.069824
	Iteration 52Q: 3 clusters Score -2.578485e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116559 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -25784920.000000 Penalty: 6193.069824
	Iteration 53Q: 3 clusters Score -2.578492e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -25784942.000000 Penalty: 6193.069824
	Iteration 54Q: 3 clusters Score -2.578494e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116635 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -25784976.000000 Penalty: 6193.069824
	Iteration 55Q: 3 clusters Score -2.578498e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -25784966.000000 Penalty: 6193.069824
	Iteration 56Q: 3 clusters Score -2.578497e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -25784982.000000 Penalty: 6193.069824
	Iteration 57Q: 3 clusters Score -2.578498e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 147921 members 
Entering Unmasked Estep 
Score: -25785012.000000 Penalty: 6193.069824
	Iteration 58Q: 3 clusters Score -2.578501e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -25785014.000000 Penalty: 6193.069824
	Iteration 59Q: 3 clusters Score -2.578501e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116701 members 
Mstep: Class 2 contains 147913 members 
Entering Unmasked Estep 
Score: -25784998.000000 Penalty: 6193.069824
	Iteration 60F: 3 clusters Score -2.5785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116701 members 
Mstep: Class 2 contains 147913 members 
Entering Unmasked Estep 
Score: -25784972.000000 Penalty: 6193.069824
	Iteration 61Q: 3 clusters Score -2.578497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116706 members 
Mstep: Class 2 contains 147908 members 
Entering Unmasked Estep 
Score: -25785004.000000 Penalty: 6193.069824
	Iteration 62Q: 3 clusters Score -2.5785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 147909 members 
Entering Unmasked Estep 
Score: -25785008.000000 Penalty: 6193.069824
	Iteration 63Q: 3 clusters Score -2.578501e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116713 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -25785040.000000 Penalty: 6193.069824
	Iteration 64Q: 3 clusters Score -2.578504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -25785064.000000 Penalty: 6193.069824
	Iteration 65Q: 3 clusters Score -2.578506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -25785080.000000 Penalty: 6193.069824
	Iteration 66Q: 3 clusters Score -2.578508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116737 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -25785076.000000 Penalty: 6193.069824
	Iteration 67Q: 3 clusters Score -2.578508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116742 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -25785098.000000 Penalty: 6193.069824
	Iteration 68Q: 3 clusters Score -2.57851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -25785092.000000 Penalty: 6193.069824
	Iteration 69Q: 3 clusters Score -2.578509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -25785082.000000 Penalty: 6193.069824
	Iteration 70Q: 3 clusters Score -2.578508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -25785086.000000 Penalty: 6193.069824
	Iteration 71Q: 3 clusters Score -2.578509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 147873 members 
Entering Unmasked Estep 
Score: -25785082.000000 Penalty: 6193.069824
	Iteration 72Q: 3 clusters Score -2.578508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116742 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -25785086.000000 Penalty: 6193.069824
	Iteration 73Q: 3 clusters Score -2.578509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 147869 members 
Entering Unmasked Estep 
Score: -25785102.000000 Penalty: 6193.069824
	Iteration 74Q: 3 clusters Score -2.57851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -25785102.000000 Penalty: 6193.069824
	Iteration 75Q: 3 clusters Score -2.57851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116753 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -25785102.000000 Penalty: 6193.069824
	Iteration 76Q: 3 clusters Score -2.57851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -25785100.000000 Penalty: 6193.069824
	Iteration 77Q: 3 clusters Score -2.57851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -25785074.000000 Penalty: 6193.069824
	Iteration 78Q: 3 clusters Score -2.578507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116769 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -25785104.000000 Penalty: 6193.069824
	Iteration 79Q: 3 clusters Score -2.57851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 147841 members 
Entering Unmasked Estep 
Score: -25785078.000000 Penalty: 6193.069824
	Iteration 80F: 3 clusters Score -2.578508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 147841 members 
Entering Unmasked Estep 
Score: -25785074.000000 Penalty: 6193.069824
	Iteration 81Q: 3 clusters Score -2.578507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116768 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -25785088.000000 Penalty: 6193.069824
	Iteration 82Q: 3 clusters Score -2.578509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116769 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -25785092.000000 Penalty: 6193.069824
	Iteration 83Q: 3 clusters Score -2.578509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 147842 members 
Entering Unmasked Estep 
Score: -25785098.000000 Penalty: 6193.069824
	Iteration 84Q: 3 clusters Score -2.57851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -25785092.000000 Penalty: 6193.069824
	Iteration 85Q: 3 clusters Score -2.578509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -25785098.000000 Penalty: 6193.069824
	Iteration 86Q: 3 clusters Score -2.57851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116792 members 
Mstep: Class 2 contains 147822 members 
Entering Unmasked Estep 
Score: -25785088.000000 Penalty: 6193.069824
	Iteration 87Q: 3 clusters Score -2.578509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116796 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -25785096.000000 Penalty: 6193.069824
	Iteration 88Q: 3 clusters Score -2.57851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116799 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -25785108.000000 Penalty: 6193.069824
	Iteration 89Q: 3 clusters Score -2.578511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -25785092.000000 Penalty: 6193.069824
	Iteration 90Q: 3 clusters Score -2.578509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116804 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -25785112.000000 Penalty: 6193.069824
	Iteration 91Q: 3 clusters Score -2.578511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 147809 members 
Entering Unmasked Estep 
Score: -25785114.000000 Penalty: 6193.069824
	Iteration 92Q: 3 clusters Score -2.578511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -25785108.000000 Penalty: 6193.069824
	Iteration 93Q: 3 clusters Score -2.578511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -25785108.000000 Penalty: 6193.069824
	Iteration 94F: 3 clusters Score -2.578511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 201680 members 
Mstep: Class 5 contains 71504 members 
Mstep: Class 6 contains 144133 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Entering Unmasked Estep 
Score: -150232352.000000 Penalty: 74952.187500
Splitting cluster 3 changes total score from -150186864.000000 to -150232352.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (201680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201680 members 
Entering Unmasked Estep 
Score: -16262699.000000 Penalty: 3029.180420
	Iteration 0F: 2 clusters Score -1.62627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -16127668.000000 Penalty: 6058.360840
	Iteration 0F: 3 clusters Score -1.612767e+07 nChanged 97052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -16186024.000000 Penalty: 6058.360840
	Iteration 1F: 3 clusters Score -1.618602e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102050 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -16191924.000000 Penalty: 6058.360840
	Iteration 2Q: 3 clusters Score -1.619192e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105076 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -16199288.000000 Penalty: 6058.360840
	Iteration 3F: 3 clusters Score -1.619929e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111958 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -16207012.000000 Penalty: 6058.360840
	Iteration 4F: 3 clusters Score -1.620701e+07 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -16217803.000000 Penalty: 6058.360840
	Iteration 5F: 3 clusters Score -1.62178e+07 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -16233076.000000 Penalty: 6058.360840
	Iteration 6F: 3 clusters Score -1.623308e+07 nChanged 16809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151607 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -16248544.000000 Penalty: 6058.360840
	Iteration 7F: 3 clusters Score -1.624854e+07 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160675 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -16259982.000000 Penalty: 6058.360840
	Iteration 8F: 3 clusters Score -1.625998e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -16266290.000000 Penalty: 6058.360840
	Iteration 9Q: 3 clusters Score -1.626629e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -16270434.000000 Penalty: 6058.360840
	Iteration 10Q: 3 clusters Score -1.627043e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -16273180.000000 Penalty: 6058.360840
	Iteration 11Q: 3 clusters Score -1.627318e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169140 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -16274593.000000 Penalty: 6058.360840
	Iteration 12Q: 3 clusters Score -1.627459e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -16275309.000000 Penalty: 6058.360840
	Iteration 13Q: 3 clusters Score -1.627531e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -16275686.000000 Penalty: 6058.360840
	Iteration 14Q: 3 clusters Score -1.627569e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -16275878.000000 Penalty: 6058.360840
	Iteration 15Q: 3 clusters Score -1.627588e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168263 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -16275979.000000 Penalty: 6058.360840
	Iteration 16Q: 3 clusters Score -1.627598e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -16276000.000000 Penalty: 6058.360840
	Iteration 17Q: 3 clusters Score -1.6276e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -16276018.000000 Penalty: 6058.360840
	Iteration 18Q: 3 clusters Score -1.627602e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -16276046.000000 Penalty: 6058.360840
	Iteration 19Q: 3 clusters Score -1.627605e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167523 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -16276047.000000 Penalty: 6058.360840
	Iteration 20F: 3 clusters Score -1.627605e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -16276032.000000 Penalty: 6058.360840
	Iteration 21Q: 3 clusters Score -1.627603e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167318 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -16276021.000000 Penalty: 6058.360840
	Iteration 22Q: 3 clusters Score -1.627602e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -16276010.000000 Penalty: 6058.360840
	Iteration 23Q: 3 clusters Score -1.627601e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -16276018.000000 Penalty: 6058.360840
	Iteration 24Q: 3 clusters Score -1.627602e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167113 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -16275997.000000 Penalty: 6058.360840
	Iteration 25Q: 3 clusters Score -1.6276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -16276007.000000 Penalty: 6058.360840
	Iteration 26Q: 3 clusters Score -1.627601e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -16276006.000000 Penalty: 6058.360840
	Iteration 27Q: 3 clusters Score -1.627601e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -16276025.000000 Penalty: 6058.360840
	Iteration 28Q: 3 clusters Score -1.627602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166925 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -16275995.000000 Penalty: 6058.360840
	Iteration 29Q: 3 clusters Score -1.6276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166904 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -16276017.000000 Penalty: 6058.360840
	Iteration 30Q: 3 clusters Score -1.627602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -16276020.000000 Penalty: 6058.360840
	Iteration 31Q: 3 clusters Score -1.627602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -16276024.000000 Penalty: 6058.360840
	Iteration 32Q: 3 clusters Score -1.627602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -16276023.000000 Penalty: 6058.360840
	Iteration 33Q: 3 clusters Score -1.627602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -16276026.000000 Penalty: 6058.360840
	Iteration 34Q: 3 clusters Score -1.627603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -16276017.000000 Penalty: 6058.360840
	Iteration 35Q: 3 clusters Score -1.627602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -16276016.000000 Penalty: 6058.360840
	Iteration 36Q: 3 clusters Score -1.627602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -16276002.000000 Penalty: 6058.360840
	Iteration 37Q: 3 clusters Score -1.6276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166782 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -16276011.000000 Penalty: 6058.360840
	Iteration 38Q: 3 clusters Score -1.627601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -16276011.000000 Penalty: 6058.360840
	Iteration 39Q: 3 clusters Score -1.627601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -16276019.000000 Penalty: 6058.360840
	Iteration 40F: 3 clusters Score -1.627602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -16276018.000000 Penalty: 6058.360840
	Iteration 41Q: 3 clusters Score -1.627602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -16276022.000000 Penalty: 6058.360840
	Iteration 42Q: 3 clusters Score -1.627602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -16276015.000000 Penalty: 6058.360840
	Iteration 43Q: 3 clusters Score -1.627602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166738 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -16276009.000000 Penalty: 6058.360840
	Iteration 44Q: 3 clusters Score -1.627601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -16276001.000000 Penalty: 6058.360840
	Iteration 45Q: 3 clusters Score -1.6276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -16275996.000000 Penalty: 6058.360840
	Iteration 46Q: 3 clusters Score -1.6276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -16275993.000000 Penalty: 6058.360840
	Iteration 47Q: 3 clusters Score -1.627599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166722 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -16275989.000000 Penalty: 6058.360840
	Iteration 48Q: 3 clusters Score -1.627599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -16275986.000000 Penalty: 6058.360840
	Iteration 49Q: 3 clusters Score -1.627599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -16275997.000000 Penalty: 6058.360840
	Iteration 50Q: 3 clusters Score -1.6276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -16276001.000000 Penalty: 6058.360840
	Iteration 51Q: 3 clusters Score -1.6276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -16276001.000000 Penalty: 6058.360840
	Iteration 52Q: 3 clusters Score -1.6276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -16275991.000000 Penalty: 6058.360840
	Iteration 53Q: 3 clusters Score -1.627599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -16275996.000000 Penalty: 6058.360840
	Iteration 54Q: 3 clusters Score -1.6276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -16275996.000000 Penalty: 6058.360840
	Iteration 55F: 3 clusters Score -1.6276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 71504 members 
Mstep: Class 6 contains 144133 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Entering Unmasked Estep 
Score: -150248528.000000 Penalty: 78521.335938
Splitting cluster 4 changes total score from -150186864.000000 to -150248528.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (71504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Entering Unmasked Estep 
Score: -5512420.000000 Penalty: 2772.021973
	Iteration 0F: 2 clusters Score -5512420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5464651.000000 Penalty: 5544.043945
	Iteration 0F: 3 clusters Score -5464651 nChanged 33294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5484187.500000 Penalty: 5544.043945
	Iteration 1F: 3 clusters Score -5484188 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5486083.000000 Penalty: 5544.043945
	Iteration 2F: 3 clusters Score -5486083 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5489123.000000 Penalty: 5544.043945
	Iteration 3F: 3 clusters Score -5489123 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5493304.000000 Penalty: 5544.043945
	Iteration 4F: 3 clusters Score -5493304 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5497888.000000 Penalty: 5544.043945
	Iteration 5F: 3 clusters Score -5497888 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5502026.500000 Penalty: 5544.043945
	Iteration 6F: 3 clusters Score -5502026 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5505250.000000 Penalty: 5544.043945
	Iteration 7F: 3 clusters Score -5505250 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5507799.500000 Penalty: 5544.043945
	Iteration 8Q: 3 clusters Score -5507800 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -5509784.000000 Penalty: 5544.043945
	Iteration 9Q: 3 clusters Score -5509784 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5511212.500000 Penalty: 5544.043945
	Iteration 10Q: 3 clusters Score -5511212 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5512203.500000 Penalty: 5544.043945
	Iteration 11Q: 3 clusters Score -5512204 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -5512845.000000 Penalty: 5544.043945
	Iteration 12Q: 3 clusters Score -5512845 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -5513374.000000 Penalty: 5544.043945
	Iteration 13Q: 3 clusters Score -5513374 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -5513752.500000 Penalty: 5544.043945
	Iteration 14Q: 3 clusters Score -5513752 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -5514092.500000 Penalty: 5544.043945
	Iteration 15Q: 3 clusters Score -5514092 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -5514453.500000 Penalty: 5544.043945
	Iteration 16Q: 3 clusters Score -5514454 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -5514823.000000 Penalty: 5544.043945
	Iteration 17Q: 3 clusters Score -5514823 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -5515231.000000 Penalty: 5544.043945
	Iteration 18Q: 3 clusters Score -5515231 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -5515630.000000 Penalty: 5544.043945
	Iteration 19Q: 3 clusters Score -5515630 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -5516118.000000 Penalty: 5544.043945
	Iteration 20F: 3 clusters Score -5516118 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5516724.500000 Penalty: 5544.043945
	Iteration 21Q: 3 clusters Score -5516724 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -5517440.000000 Penalty: 5544.043945
	Iteration 22Q: 3 clusters Score -5517440 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -5518203.000000 Penalty: 5544.043945
	Iteration 23Q: 3 clusters Score -5518203 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -5518783.500000 Penalty: 5544.043945
	Iteration 24Q: 3 clusters Score -5518784 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -5519253.000000 Penalty: 5544.043945
	Iteration 25Q: 3 clusters Score -5519253 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -5519531.500000 Penalty: 5544.043945
	Iteration 26Q: 3 clusters Score -5519532 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -5519730.000000 Penalty: 5544.043945
	Iteration 27Q: 3 clusters Score -5519730 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -5519827.500000 Penalty: 5544.043945
	Iteration 28Q: 3 clusters Score -5519828 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -5519928.000000 Penalty: 5544.043945
	Iteration 29Q: 3 clusters Score -5519928 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -5519977.000000 Penalty: 5544.043945
	Iteration 30Q: 3 clusters Score -5519977 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -5520040.500000 Penalty: 5544.043945
	Iteration 31Q: 3 clusters Score -5520040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -5520073.000000 Penalty: 5544.043945
	Iteration 32Q: 3 clusters Score -5520073 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -5520116.000000 Penalty: 5544.043945
	Iteration 33Q: 3 clusters Score -5520116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -5520110.500000 Penalty: 5544.043945
	Iteration 34Q: 3 clusters Score -5520110 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5520130.500000 Penalty: 5544.043945
	Iteration 35Q: 3 clusters Score -5520130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -5520125.000000 Penalty: 5544.043945
	Iteration 36Q: 3 clusters Score -5520125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -5520112.500000 Penalty: 5544.043945
	Iteration 37Q: 3 clusters Score -5520112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -5520125.000000 Penalty: 5544.043945
	Iteration 38Q: 3 clusters Score -5520125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -5520141.000000 Penalty: 5544.043945
	Iteration 39Q: 3 clusters Score -5520141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -5520141.500000 Penalty: 5544.043945
	Iteration 40F: 3 clusters Score -5520142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -5520137.500000 Penalty: 5544.043945
	Iteration 41Q: 3 clusters Score -5520138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -5520165.500000 Penalty: 5544.043945
	Iteration 42Q: 3 clusters Score -5520166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -5520164.500000 Penalty: 5544.043945
	Iteration 43Q: 3 clusters Score -5520164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -5520166.000000 Penalty: 5544.043945
	Iteration 44Q: 3 clusters Score -5520166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -5520173.500000 Penalty: 5544.043945
	Iteration 45Q: 3 clusters Score -5520174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -5520165.500000 Penalty: 5544.043945
	Iteration 46Q: 3 clusters Score -5520166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -5520170.500000 Penalty: 5544.043945
	Iteration 47Q: 3 clusters Score -5520170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -5520151.000000 Penalty: 5544.043945
	Iteration 48Q: 3 clusters Score -5520151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -5520162.500000 Penalty: 5544.043945
	Iteration 49Q: 3 clusters Score -5520162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -5520161.000000 Penalty: 5544.043945
	Iteration 50Q: 3 clusters Score -5520161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -5520158.500000 Penalty: 5544.043945
	Iteration 51Q: 3 clusters Score -5520158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -5520159.500000 Penalty: 5544.043945
	Iteration 52Q: 3 clusters Score -5520160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5520162.500000 Penalty: 5544.043945
	Iteration 53Q: 3 clusters Score -5520162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -5520160.500000 Penalty: 5544.043945
	Iteration 54Q: 3 clusters Score -5520160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5520160.500000 Penalty: 5544.043945
	Iteration 55Q: 3 clusters Score -5520160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -5520153.000000 Penalty: 5544.043945
	Iteration 56Q: 3 clusters Score -5520153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -5520155.000000 Penalty: 5544.043945
	Iteration 57Q: 3 clusters Score -5520155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -5520152.500000 Penalty: 5544.043945
	Iteration 58Q: 3 clusters Score -5520152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -5520151.500000 Penalty: 5544.043945
	Iteration 59Q: 3 clusters Score -5520152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -5520153.000000 Penalty: 5544.043945
	Iteration 60F: 3 clusters Score -5520153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -5520156.500000 Penalty: 5544.043945
	Iteration 61Q: 3 clusters Score -5520156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -5520156.500000 Penalty: 5544.043945
	Iteration 62F: 3 clusters Score -5520156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 144133 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Entering Unmasked Estep 
Score: -150255152.000000 Penalty: 82090.492188
Splitting cluster 5 changes total score from -150186864.000000 to -150255152.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (144133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Entering Unmasked Estep 
Score: -14481888.000000 Penalty: 2945.865967
	Iteration 0F: 2 clusters Score -1.448189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -14394733.000000 Penalty: 5891.731934
	Iteration 0F: 3 clusters Score -1.439473e+07 nChanged 68839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -14436643.000000 Penalty: 5891.731934
	Iteration 1F: 3 clusters Score -1.443664e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -14440071.000000 Penalty: 5891.731934
	Iteration 2F: 3 clusters Score -1.444007e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -14445270.000000 Penalty: 5891.731934
	Iteration 3F: 3 clusters Score -1.444527e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -14452008.000000 Penalty: 5891.731934
	Iteration 4F: 3 clusters Score -1.445201e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -14458279.000000 Penalty: 5891.731934
	Iteration 5F: 3 clusters Score -1.445828e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -14462544.000000 Penalty: 5891.731934
	Iteration 6F: 3 clusters Score -1.446254e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -14465035.000000 Penalty: 5891.731934
	Iteration 7Q: 3 clusters Score -1.446504e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -14466579.000000 Penalty: 5891.731934
	Iteration 8Q: 3 clusters Score -1.446658e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 107378 members 
Entering Unmasked Estep 
Score: -14467677.000000 Penalty: 5891.731934
	Iteration 9Q: 3 clusters Score -1.446768e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -14468579.000000 Penalty: 5891.731934
	Iteration 10Q: 3 clusters Score -1.446858e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -14469246.000000 Penalty: 5891.731934
	Iteration 11Q: 3 clusters Score -1.446925e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 111478 members 
Entering Unmasked Estep 
Score: -14469849.000000 Penalty: 5891.731934
	Iteration 12Q: 3 clusters Score -1.446985e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -14470403.000000 Penalty: 5891.731934
	Iteration 13Q: 3 clusters Score -1.44704e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -14470841.000000 Penalty: 5891.731934
	Iteration 14Q: 3 clusters Score -1.447084e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -14471414.000000 Penalty: 5891.731934
	Iteration 15Q: 3 clusters Score -1.447141e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 116260 members 
Entering Unmasked Estep 
Score: -14471935.000000 Penalty: 5891.731934
	Iteration 16Q: 3 clusters Score -1.447194e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -14472528.000000 Penalty: 5891.731934
	Iteration 17Q: 3 clusters Score -1.447253e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -14473091.000000 Penalty: 5891.731934
	Iteration 18Q: 3 clusters Score -1.447309e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 120165 members 
Entering Unmasked Estep 
Score: -14473903.000000 Penalty: 5891.731934
	Iteration 19Q: 3 clusters Score -1.44739e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -14474599.000000 Penalty: 5891.731934
	Iteration 20F: 3 clusters Score -1.44746e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -14476400.000000 Penalty: 5891.731934
	Iteration 21Q: 3 clusters Score -1.44764e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -14479097.000000 Penalty: 5891.731934
	Iteration 22Q: 3 clusters Score -1.44791e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 126101 members 
Entering Unmasked Estep 
Score: -14481609.000000 Penalty: 5891.731934
	Iteration 23Q: 3 clusters Score -1.448161e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -14483880.000000 Penalty: 5891.731934
	Iteration 24Q: 3 clusters Score -1.448388e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -14485368.000000 Penalty: 5891.731934
	Iteration 25Q: 3 clusters Score -1.448537e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 131339 members 
Entering Unmasked Estep 
Score: -14486623.000000 Penalty: 5891.731934
	Iteration 26Q: 3 clusters Score -1.448662e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -14487404.000000 Penalty: 5891.731934
	Iteration 27Q: 3 clusters Score -1.44874e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 133852 members 
Entering Unmasked Estep 
Score: -14487763.000000 Penalty: 5891.731934
	Iteration 28Q: 3 clusters Score -1.448776e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 134802 members 
Entering Unmasked Estep 
Score: -14488016.000000 Penalty: 5891.731934
	Iteration 29Q: 3 clusters Score -1.448802e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -14488049.000000 Penalty: 5891.731934
	Iteration 30Q: 3 clusters Score -1.448805e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 136079 members 
Entering Unmasked Estep 
Score: -14488045.000000 Penalty: 5891.731934
	Iteration 31Q: 3 clusters Score -1.448804e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -14487956.000000 Penalty: 5891.731934
	Iteration 32Q: 3 clusters Score -1.448796e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -14487943.000000 Penalty: 5891.731934
	Iteration 33Q: 3 clusters Score -1.448794e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -14487920.000000 Penalty: 5891.731934
	Iteration 34Q: 3 clusters Score -1.448792e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -14487909.000000 Penalty: 5891.731934
	Iteration 35Q: 3 clusters Score -1.448791e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 137389 members 
Entering Unmasked Estep 
Score: -14487888.000000 Penalty: 5891.731934
	Iteration 36Q: 3 clusters Score -1.448789e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 137499 members 
Entering Unmasked Estep 
Score: -14487825.000000 Penalty: 5891.731934
	Iteration 37Q: 3 clusters Score -1.448782e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 137601 members 
Entering Unmasked Estep 
Score: -14487771.000000 Penalty: 5891.731934
	Iteration 38Q: 3 clusters Score -1.448777e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 137677 members 
Entering Unmasked Estep 
Score: -14487775.000000 Penalty: 5891.731934
	Iteration 39Q: 3 clusters Score -1.448778e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 137724 members 
Entering Unmasked Estep 
Score: -14487775.000000 Penalty: 5891.731934
	Iteration 40F: 3 clusters Score -1.448778e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 137763 members 
Entering Unmasked Estep 
Score: -14487730.000000 Penalty: 5891.731934
	Iteration 41Q: 3 clusters Score -1.448773e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -14487729.000000 Penalty: 5891.731934
	Iteration 42Q: 3 clusters Score -1.448773e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 137829 members 
Entering Unmasked Estep 
Score: -14487730.000000 Penalty: 5891.731934
	Iteration 43Q: 3 clusters Score -1.448773e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -14487759.000000 Penalty: 5891.731934
	Iteration 44Q: 3 clusters Score -1.448776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 137854 members 
Entering Unmasked Estep 
Score: -14487756.000000 Penalty: 5891.731934
	Iteration 45Q: 3 clusters Score -1.448776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 137872 members 
Entering Unmasked Estep 
Score: -14487763.000000 Penalty: 5891.731934
	Iteration 46Q: 3 clusters Score -1.448776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -14487763.000000 Penalty: 5891.731934
	Iteration 47Q: 3 clusters Score -1.448776e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -14487762.000000 Penalty: 5891.731934
	Iteration 48Q: 3 clusters Score -1.448776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -14487765.000000 Penalty: 5891.731934
	Iteration 49Q: 3 clusters Score -1.448776e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -14487763.000000 Penalty: 5891.731934
	Iteration 50Q: 3 clusters Score -1.448776e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 137897 members 
Entering Unmasked Estep 
Score: -14487775.000000 Penalty: 5891.731934
	Iteration 51Q: 3 clusters Score -1.448778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -14487816.000000 Penalty: 5891.731934
	Iteration 52Q: 3 clusters Score -1.448782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -14487805.000000 Penalty: 5891.731934
	Iteration 53Q: 3 clusters Score -1.44878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 137882 members 
Entering Unmasked Estep 
Score: -14487815.000000 Penalty: 5891.731934
	Iteration 54Q: 3 clusters Score -1.448782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -14487833.000000 Penalty: 5891.731934
	Iteration 55Q: 3 clusters Score -1.448783e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -14487845.000000 Penalty: 5891.731934
	Iteration 56Q: 3 clusters Score -1.448784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -14487859.000000 Penalty: 5891.731934
	Iteration 57Q: 3 clusters Score -1.448786e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -14487838.000000 Penalty: 5891.731934
	Iteration 58Q: 3 clusters Score -1.448784e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 137857 members 
Entering Unmasked Estep 
Score: -14487852.000000 Penalty: 5891.731934
	Iteration 59Q: 3 clusters Score -1.448785e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 137859 members 
Entering Unmasked Estep 
Score: -14487856.000000 Penalty: 5891.731934
	Iteration 60F: 3 clusters Score -1.448786e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 137854 members 
Entering Unmasked Estep 
Score: -14487867.000000 Penalty: 5891.731934
	Iteration 61Q: 3 clusters Score -1.448787e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 137844 members 
Entering Unmasked Estep 
Score: -14487883.000000 Penalty: 5891.731934
	Iteration 62Q: 3 clusters Score -1.448788e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -14487920.000000 Penalty: 5891.731934
	Iteration 63Q: 3 clusters Score -1.448792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -14487933.000000 Penalty: 5891.731934
	Iteration 64Q: 3 clusters Score -1.448793e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 137845 members 
Entering Unmasked Estep 
Score: -14487918.000000 Penalty: 5891.731934
	Iteration 65Q: 3 clusters Score -1.448792e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 137845 members 
Entering Unmasked Estep 
Score: -14487910.000000 Penalty: 5891.731934
	Iteration 66Q: 3 clusters Score -1.448791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -14487926.000000 Penalty: 5891.731934
	Iteration 67Q: 3 clusters Score -1.448793e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -14487911.000000 Penalty: 5891.731934
	Iteration 68Q: 3 clusters Score -1.448791e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -14487924.000000 Penalty: 5891.731934
	Iteration 69Q: 3 clusters Score -1.448792e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -14487941.000000 Penalty: 5891.731934
	Iteration 70Q: 3 clusters Score -1.448794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -14487935.000000 Penalty: 5891.731934
	Iteration 71Q: 3 clusters Score -1.448794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -14487940.000000 Penalty: 5891.731934
	Iteration 72Q: 3 clusters Score -1.448794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -14487945.000000 Penalty: 5891.731934
	Iteration 73Q: 3 clusters Score -1.448794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -14487971.000000 Penalty: 5891.731934
	Iteration 74Q: 3 clusters Score -1.448797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -14487996.000000 Penalty: 5891.731934
	Iteration 75Q: 3 clusters Score -1.4488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 137812 members 
Entering Unmasked Estep 
Score: -14488008.000000 Penalty: 5891.731934
	Iteration 76Q: 3 clusters Score -1.448801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 137814 members 
Entering Unmasked Estep 
Score: -14488030.000000 Penalty: 5891.731934
	Iteration 77Q: 3 clusters Score -1.448803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 137820 members 
Entering Unmasked Estep 
Score: -14488012.000000 Penalty: 5891.731934
	Iteration 78Q: 3 clusters Score -1.448801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 137817 members 
Entering Unmasked Estep 
Score: -14488036.000000 Penalty: 5891.731934
	Iteration 79Q: 3 clusters Score -1.448804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 137811 members 
Entering Unmasked Estep 
Score: -14488031.000000 Penalty: 5891.731934
	Iteration 80F: 3 clusters Score -1.448803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -14488042.000000 Penalty: 5891.731934
	Iteration 81Q: 3 clusters Score -1.448804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -14488057.000000 Penalty: 5891.731934
	Iteration 82Q: 3 clusters Score -1.448806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 137805 members 
Entering Unmasked Estep 
Score: -14488054.000000 Penalty: 5891.731934
	Iteration 83Q: 3 clusters Score -1.448805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -14488052.000000 Penalty: 5891.731934
	Iteration 84Q: 3 clusters Score -1.448805e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -14488069.000000 Penalty: 5891.731934
	Iteration 85Q: 3 clusters Score -1.448807e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 137803 members 
Entering Unmasked Estep 
Score: -14488064.000000 Penalty: 5891.731934
	Iteration 86Q: 3 clusters Score -1.448806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 137798 members 
Entering Unmasked Estep 
Score: -14488119.000000 Penalty: 5891.731934
	Iteration 87Q: 3 clusters Score -1.448812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -14488103.000000 Penalty: 5891.731934
	Iteration 88Q: 3 clusters Score -1.44881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 137796 members 
Entering Unmasked Estep 
Score: -14488125.000000 Penalty: 5891.731934
	Iteration 89Q: 3 clusters Score -1.448812e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 137800 members 
Entering Unmasked Estep 
Score: -14488135.000000 Penalty: 5891.731934
	Iteration 90Q: 3 clusters Score -1.448814e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 137798 members 
Entering Unmasked Estep 
Score: -14488144.000000 Penalty: 5891.731934
	Iteration 91Q: 3 clusters Score -1.448814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 137798 members 
Entering Unmasked Estep 
Score: -14488157.000000 Penalty: 5891.731934
	Iteration 92Q: 3 clusters Score -1.448816e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -14488147.000000 Penalty: 5891.731934
	Iteration 93Q: 3 clusters Score -1.448815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -14488160.000000 Penalty: 5891.731934
	Iteration 94Q: 3 clusters Score -1.448816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 137776 members 
Entering Unmasked Estep 
Score: -14488168.000000 Penalty: 5891.731934
	Iteration 95Q: 3 clusters Score -1.448817e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -14488176.000000 Penalty: 5891.731934
	Iteration 96Q: 3 clusters Score -1.448818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 137783 members 
Entering Unmasked Estep 
Score: -14488169.000000 Penalty: 5891.731934
	Iteration 97Q: 3 clusters Score -1.448817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -14488190.000000 Penalty: 5891.731934
	Iteration 98Q: 3 clusters Score -1.448819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 137783 members 
Entering Unmasked Estep 
Score: -14488187.000000 Penalty: 5891.731934
	Iteration 99Q: 3 clusters Score -1.448819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -14488201.000000 Penalty: 5891.731934
	Iteration 100F: 3 clusters Score -1.44882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -14488211.000000 Penalty: 5891.731934
	Iteration 101Q: 3 clusters Score -1.448821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 137780 members 
Entering Unmasked Estep 
Score: -14488210.000000 Penalty: 5891.731934
	Iteration 102Q: 3 clusters Score -1.448821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 137778 members 
Entering Unmasked Estep 
Score: -14488202.000000 Penalty: 5891.731934
	Iteration 103Q: 3 clusters Score -1.44882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 137769 members 
Entering Unmasked Estep 
Score: -14488211.000000 Penalty: 5891.731934
	Iteration 104Q: 3 clusters Score -1.448821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 137769 members 
Entering Unmasked Estep 
Score: -14488221.000000 Penalty: 5891.731934
	Iteration 105Q: 3 clusters Score -1.448822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 137772 members 
Entering Unmasked Estep 
Score: -14488209.000000 Penalty: 5891.731934
	Iteration 106Q: 3 clusters Score -1.448821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 137778 members 
Entering Unmasked Estep 
Score: -14488207.000000 Penalty: 5891.731934
	Iteration 107Q: 3 clusters Score -1.448821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 137778 members 
Entering Unmasked Estep 
Score: -14488200.000000 Penalty: 5891.731934
	Iteration 108Q: 3 clusters Score -1.44882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 137778 members 
Entering Unmasked Estep 
Score: -14488201.000000 Penalty: 5891.731934
	Iteration 109Q: 3 clusters Score -1.44882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -14488202.000000 Penalty: 5891.731934
	Iteration 110Q: 3 clusters Score -1.44882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
Score: -14488201.000000 Penalty: 5891.731934
	Iteration 111Q: 3 clusters Score -1.44882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -14488195.000000 Penalty: 5891.731934
	Iteration 112Q: 3 clusters Score -1.44882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -14488200.000000 Penalty: 5891.731934
	Iteration 113Q: 3 clusters Score -1.44882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 137777 members 
Entering Unmasked Estep 
Score: -14488200.000000 Penalty: 5891.731934
	Iteration 114F: 3 clusters Score -1.44882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Entering Unmasked Estep 
Score: -150261600.000000 Penalty: 85659.640625
Splitting cluster 6 changes total score from -150186864.000000 to -150261600.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (19589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Entering Unmasked Estep 
Score: -1572273.750000 Penalty: 2450.915527
	Iteration 0F: 2 clusters Score -1572274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1558524.625000 Penalty: 4901.831055
	Iteration 0F: 3 clusters Score -1558525 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1563186.625000 Penalty: 4901.831055
	Iteration 1F: 3 clusters Score -1563187 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1563749.875000 Penalty: 4901.831055
	Iteration 2F: 3 clusters Score -1563750 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1564352.125000 Penalty: 4901.831055
	Iteration 3F: 3 clusters Score -1564352 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1565114.250000 Penalty: 4901.831055
	Iteration 4F: 3 clusters Score -1565114 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1566103.000000 Penalty: 4901.831055
	Iteration 5F: 3 clusters Score -1566103 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1567260.375000 Penalty: 4901.831055
	Iteration 6F: 3 clusters Score -1567260 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1568365.125000 Penalty: 4901.831055
	Iteration 7F: 3 clusters Score -1568365 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1569205.125000 Penalty: 4901.831055
	Iteration 8F: 3 clusters Score -1569205 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1569646.500000 Penalty: 4901.831055
	Iteration 9Q: 3 clusters Score -1569646 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1569857.125000 Penalty: 4901.831055
	Iteration 10Q: 3 clusters Score -1569857 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1569978.875000 Penalty: 4901.831055
	Iteration 11Q: 3 clusters Score -1569979 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1570044.375000 Penalty: 4901.831055
	Iteration 12Q: 3 clusters Score -1570044 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1570094.375000 Penalty: 4901.831055
	Iteration 13Q: 3 clusters Score -1570094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1570132.125000 Penalty: 4901.831055
	Iteration 14Q: 3 clusters Score -1570132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1570165.500000 Penalty: 4901.831055
	Iteration 15Q: 3 clusters Score -1570166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1570200.250000 Penalty: 4901.831055
	Iteration 16Q: 3 clusters Score -1570200 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1570233.000000 Penalty: 4901.831055
	Iteration 17Q: 3 clusters Score -1570233 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1570256.000000 Penalty: 4901.831055
	Iteration 18Q: 3 clusters Score -1570256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1570281.500000 Penalty: 4901.831055
	Iteration 19Q: 3 clusters Score -1570282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1570313.375000 Penalty: 4901.831055
	Iteration 20F: 3 clusters Score -1570313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1570348.875000 Penalty: 4901.831055
	Iteration 21Q: 3 clusters Score -1570349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1570389.125000 Penalty: 4901.831055
	Iteration 22Q: 3 clusters Score -1570389 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1570435.250000 Penalty: 4901.831055
	Iteration 23Q: 3 clusters Score -1570435 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1570470.125000 Penalty: 4901.831055
	Iteration 24Q: 3 clusters Score -1570470 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1570515.500000 Penalty: 4901.831055
	Iteration 25Q: 3 clusters Score -1570516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1570557.375000 Penalty: 4901.831055
	Iteration 26Q: 3 clusters Score -1570557 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1570608.750000 Penalty: 4901.831055
	Iteration 27Q: 3 clusters Score -1570609 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1570659.875000 Penalty: 4901.831055
	Iteration 28Q: 3 clusters Score -1570660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1570712.625000 Penalty: 4901.831055
	Iteration 29Q: 3 clusters Score -1570713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1570758.500000 Penalty: 4901.831055
	Iteration 30Q: 3 clusters Score -1570758 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1570798.750000 Penalty: 4901.831055
	Iteration 31Q: 3 clusters Score -1570799 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1570837.125000 Penalty: 4901.831055
	Iteration 32Q: 3 clusters Score -1570837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1570867.750000 Penalty: 4901.831055
	Iteration 33Q: 3 clusters Score -1570868 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1570890.500000 Penalty: 4901.831055
	Iteration 34Q: 3 clusters Score -1570890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1570914.250000 Penalty: 4901.831055
	Iteration 35Q: 3 clusters Score -1570914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1570936.125000 Penalty: 4901.831055
	Iteration 36Q: 3 clusters Score -1570936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1570950.250000 Penalty: 4901.831055
	Iteration 37Q: 3 clusters Score -1570950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1570980.250000 Penalty: 4901.831055
	Iteration 38Q: 3 clusters Score -1570980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1570998.250000 Penalty: 4901.831055
	Iteration 39Q: 3 clusters Score -1570998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1571010.250000 Penalty: 4901.831055
	Iteration 40F: 3 clusters Score -1571010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1571022.250000 Penalty: 4901.831055
	Iteration 41Q: 3 clusters Score -1571022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1571032.000000 Penalty: 4901.831055
	Iteration 42Q: 3 clusters Score -1571032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1571041.875000 Penalty: 4901.831055
	Iteration 43Q: 3 clusters Score -1571042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1571044.875000 Penalty: 4901.831055
	Iteration 44Q: 3 clusters Score -1571045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1571055.125000 Penalty: 4901.831055
	Iteration 45Q: 3 clusters Score -1571055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1571062.500000 Penalty: 4901.831055
	Iteration 46Q: 3 clusters Score -1571062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1571065.000000 Penalty: 4901.831055
	Iteration 47Q: 3 clusters Score -1571065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1571070.375000 Penalty: 4901.831055
	Iteration 48Q: 3 clusters Score -1571070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1571079.500000 Penalty: 4901.831055
	Iteration 49Q: 3 clusters Score -1571080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1571081.000000 Penalty: 4901.831055
	Iteration 50Q: 3 clusters Score -1571081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1571084.375000 Penalty: 4901.831055
	Iteration 51Q: 3 clusters Score -1571084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1571090.875000 Penalty: 4901.831055
	Iteration 52Q: 3 clusters Score -1571091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1571092.250000 Penalty: 4901.831055
	Iteration 53Q: 3 clusters Score -1571092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1571093.750000 Penalty: 4901.831055
	Iteration 54Q: 3 clusters Score -1571094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1571097.125000 Penalty: 4901.831055
	Iteration 55Q: 3 clusters Score -1571097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1571096.500000 Penalty: 4901.831055
	Iteration 56Q: 3 clusters Score -1571096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1571098.875000 Penalty: 4901.831055
	Iteration 57Q: 3 clusters Score -1571099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1571102.500000 Penalty: 4901.831055
	Iteration 58Q: 3 clusters Score -1571102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1571104.875000 Penalty: 4901.831055
	Iteration 59Q: 3 clusters Score -1571105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1571107.250000 Penalty: 4901.831055
	Iteration 60F: 3 clusters Score -1571107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1571106.750000 Penalty: 4901.831055
	Iteration 61Q: 3 clusters Score -1571107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1571107.625000 Penalty: 4901.831055
	Iteration 62Q: 3 clusters Score -1571108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1571107.750000 Penalty: 4901.831055
	Iteration 63Q: 3 clusters Score -1571108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1571109.250000 Penalty: 4901.831055
	Iteration 64Q: 3 clusters Score -1571109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1571109.500000 Penalty: 4901.831055
	Iteration 65Q: 3 clusters Score -1571110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1571109.500000 Penalty: 4901.831055
	Iteration 66Q: 3 clusters Score -1571110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1571113.750000 Penalty: 4901.831055
	Iteration 67Q: 3 clusters Score -1571114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1571110.625000 Penalty: 4901.831055
	Iteration 68Q: 3 clusters Score -1571111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1571111.375000 Penalty: 4901.831055
	Iteration 69Q: 3 clusters Score -1571111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1571112.375000 Penalty: 4901.831055
	Iteration 70Q: 3 clusters Score -1571112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1571109.625000 Penalty: 4901.831055
	Iteration 71Q: 3 clusters Score -1571110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1571110.750000 Penalty: 4901.831055
	Iteration 72Q: 3 clusters Score -1571111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1571114.625000 Penalty: 4901.831055
	Iteration 73Q: 3 clusters Score -1571115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1571115.750000 Penalty: 4901.831055
	Iteration 74Q: 3 clusters Score -1571116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1571116.000000 Penalty: 4901.831055
	Iteration 75Q: 3 clusters Score -1571116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1571114.375000 Penalty: 4901.831055
	Iteration 76Q: 3 clusters Score -1571114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1571115.875000 Penalty: 4901.831055
	Iteration 77Q: 3 clusters Score -1571116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1571117.125000 Penalty: 4901.831055
	Iteration 78Q: 3 clusters Score -1571117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1571113.500000 Penalty: 4901.831055
	Iteration 79Q: 3 clusters Score -1571114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1571113.500000 Penalty: 4901.831055
	Iteration 80F: 3 clusters Score -1571114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1571114.375000 Penalty: 4901.831055
	Iteration 81Q: 3 clusters Score -1571114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1571115.750000 Penalty: 4901.831055
	Iteration 82Q: 3 clusters Score -1571116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1571115.750000 Penalty: 4901.831055
	Iteration 83F: 3 clusters Score -1571116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Entering Unmasked Estep 
Score: -1533965.375000 Penalty: 2421.342529
	Iteration 0F: 2 clusters Score -1533965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1521685.125000 Penalty: 4842.685059
	Iteration 0F: 3 clusters Score -1521685 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1531445.750000 Penalty: 4842.685059
	Iteration 1F: 3 clusters Score -1531446 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1544017.625000 Penalty: 4842.685059
	Iteration 2F: 3 clusters Score -1544018 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1551256.750000 Penalty: 4842.685059
	Iteration 3F: 3 clusters Score -1551257 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1553063.000000 Penalty: 4842.685059
	Iteration 4F: 3 clusters Score -1553063 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1553632.375000 Penalty: 4842.685059
	Iteration 5Q: 3 clusters Score -1553632 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1553929.125000 Penalty: 4842.685059
	Iteration 6Q: 3 clusters Score -1553929 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1554108.125000 Penalty: 4842.685059
	Iteration 7Q: 3 clusters Score -1554108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1554222.500000 Penalty: 4842.685059
	Iteration 8Q: 3 clusters Score -1554222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1554285.000000 Penalty: 4842.685059
	Iteration 9Q: 3 clusters Score -1554285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1554318.875000 Penalty: 4842.685059
	Iteration 10Q: 3 clusters Score -1554319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1554337.125000 Penalty: 4842.685059
	Iteration 11Q: 3 clusters Score -1554337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1554351.750000 Penalty: 4842.685059
	Iteration 12Q: 3 clusters Score -1554352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1554369.875000 Penalty: 4842.685059
	Iteration 13Q: 3 clusters Score -1554370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1554374.250000 Penalty: 4842.685059
	Iteration 14Q: 3 clusters Score -1554374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1554372.750000 Penalty: 4842.685059
	Iteration 15Q: 3 clusters Score -1554373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1554377.625000 Penalty: 4842.685059
	Iteration 16Q: 3 clusters Score -1554378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1554377.250000 Penalty: 4842.685059
	Iteration 17Q: 3 clusters Score -1554377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1554377.375000 Penalty: 4842.685059
	Iteration 18Q: 3 clusters Score -1554377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1554377.375000 Penalty: 4842.685059
	Iteration 19Q: 3 clusters Score -1554377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1554380.125000 Penalty: 4842.685059
	Iteration 20F: 3 clusters Score -1554380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1554380.625000 Penalty: 4842.685059
	Iteration 21Q: 3 clusters Score -1554381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1554385.375000 Penalty: 4842.685059
	Iteration 22Q: 3 clusters Score -1554385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1554382.500000 Penalty: 4842.685059
	Iteration 23Q: 3 clusters Score -1554382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1554384.000000 Penalty: 4842.685059
	Iteration 24Q: 3 clusters Score -1554384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1554384.000000 Penalty: 4842.685059
	Iteration 25F: 3 clusters Score -1554384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 32407 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Entering Unmasked Estep 
Score: -150280320.000000 Penalty: 89228.789062
Splitting cluster 9 changes total score from -150186864.000000 to -150280320.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (32407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Entering Unmasked Estep 
Score: -3019742.750000 Penalty: 2575.760010
	Iteration 0F: 2 clusters Score -3019743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2997904.000000 Penalty: 5151.520020
	Iteration 0F: 3 clusters Score -2997904 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3011942.500000 Penalty: 5151.520020
	Iteration 1F: 3 clusters Score -3011942 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3025434.250000 Penalty: 5151.520020
	Iteration 2F: 3 clusters Score -3025434 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3035212.500000 Penalty: 5151.520020
	Iteration 3F: 3 clusters Score -3035212 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -3038414.500000 Penalty: 5151.520020
	Iteration 4F: 3 clusters Score -3038414 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3039607.250000 Penalty: 5151.520020
	Iteration 5Q: 3 clusters Score -3039607 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3040159.000000 Penalty: 5151.520020
	Iteration 6Q: 3 clusters Score -3040159 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3040346.500000 Penalty: 5151.520020
	Iteration 7Q: 3 clusters Score -3040346 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3040456.750000 Penalty: 5151.520020
	Iteration 8Q: 3 clusters Score -3040457 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3040499.250000 Penalty: 5151.520020
	Iteration 9Q: 3 clusters Score -3040499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3040517.250000 Penalty: 5151.520020
	Iteration 10Q: 3 clusters Score -3040517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3040520.250000 Penalty: 5151.520020
	Iteration 11Q: 3 clusters Score -3040520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3040532.500000 Penalty: 5151.520020
	Iteration 12Q: 3 clusters Score -3040532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3040550.750000 Penalty: 5151.520020
	Iteration 13Q: 3 clusters Score -3040551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3040555.000000 Penalty: 5151.520020
	Iteration 14Q: 3 clusters Score -3040555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3040545.000000 Penalty: 5151.520020
	Iteration 15Q: 3 clusters Score -3040545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3040550.750000 Penalty: 5151.520020
	Iteration 16Q: 3 clusters Score -3040551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3040547.250000 Penalty: 5151.520020
	Iteration 17Q: 3 clusters Score -3040547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3040547.250000 Penalty: 5151.520020
	Iteration 18F: 3 clusters Score -3040547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3040551.000000 Penalty: 5151.520020
	Iteration 19Q: 3 clusters Score -3040551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3040552.000000 Penalty: 5151.520020
	Iteration 20F: 3 clusters Score -3040552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 118385 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Entering Unmasked Estep 
Score: -150300544.000000 Penalty: 92797.945312
Splitting cluster 10 changes total score from -150186864.000000 to -150300544.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (118385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Entering Unmasked Estep 
Score: -9528091.000000 Penalty: 2897.060791
	Iteration 0F: 2 clusters Score -9528091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -9449022.000000 Penalty: 5794.121582
	Iteration 0F: 3 clusters Score -9449022 nChanged 56161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -9491051.000000 Penalty: 5794.121582
	Iteration 1F: 3 clusters Score -9491051 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -9507384.000000 Penalty: 5794.121582
	Iteration 2F: 3 clusters Score -9507384 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -9523823.000000 Penalty: 5794.121582
	Iteration 3F: 3 clusters Score -9523823 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -9533479.000000 Penalty: 5794.121582
	Iteration 4F: 3 clusters Score -9533479 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -9537407.000000 Penalty: 5794.121582
	Iteration 5F: 3 clusters Score -9537407 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -9539240.000000 Penalty: 5794.121582
	Iteration 6Q: 3 clusters Score -9539240 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -9540338.000000 Penalty: 5794.121582
	Iteration 7Q: 3 clusters Score -9540338 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -9541072.000000 Penalty: 5794.121582
	Iteration 8Q: 3 clusters Score -9541072 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -9541532.000000 Penalty: 5794.121582
	Iteration 9Q: 3 clusters Score -9541532 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -9541842.000000 Penalty: 5794.121582
	Iteration 10Q: 3 clusters Score -9541842 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -9542041.000000 Penalty: 5794.121582
	Iteration 11Q: 3 clusters Score -9542041 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -9542183.000000 Penalty: 5794.121582
	Iteration 12Q: 3 clusters Score -9542183 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -9542235.000000 Penalty: 5794.121582
	Iteration 13Q: 3 clusters Score -9542235 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -9542261.000000 Penalty: 5794.121582
	Iteration 14Q: 3 clusters Score -9542261 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106339 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -9542304.000000 Penalty: 5794.121582
	Iteration 15Q: 3 clusters Score -9542304 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106590 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -9542344.000000 Penalty: 5794.121582
	Iteration 16Q: 3 clusters Score -9542344 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -9542372.000000 Penalty: 5794.121582
	Iteration 17Q: 3 clusters Score -9542372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -9542398.000000 Penalty: 5794.121582
	Iteration 18Q: 3 clusters Score -9542398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -9542424.000000 Penalty: 5794.121582
	Iteration 19Q: 3 clusters Score -9542424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -9542418.000000 Penalty: 5794.121582
	Iteration 20F: 3 clusters Score -9542418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -9542439.000000 Penalty: 5794.121582
	Iteration 21Q: 3 clusters Score -9542439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -9542416.000000 Penalty: 5794.121582
	Iteration 22Q: 3 clusters Score -9542416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -9542410.000000 Penalty: 5794.121582
	Iteration 23Q: 3 clusters Score -9542410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -9542430.000000 Penalty: 5794.121582
	Iteration 24Q: 3 clusters Score -9542430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107442 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -9542426.000000 Penalty: 5794.121582
	Iteration 25Q: 3 clusters Score -9542426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -9542431.000000 Penalty: 5794.121582
	Iteration 26Q: 3 clusters Score -9542431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -9542440.000000 Penalty: 5794.121582
	Iteration 27Q: 3 clusters Score -9542440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -9542449.000000 Penalty: 5794.121582
	Iteration 28Q: 3 clusters Score -9542449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -9542454.000000 Penalty: 5794.121582
	Iteration 29Q: 3 clusters Score -9542454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107545 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -9542455.000000 Penalty: 5794.121582
	Iteration 30Q: 3 clusters Score -9542455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107549 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -9542445.000000 Penalty: 5794.121582
	Iteration 31Q: 3 clusters Score -9542445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -9542450.000000 Penalty: 5794.121582
	Iteration 32Q: 3 clusters Score -9542450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -9542433.000000 Penalty: 5794.121582
	Iteration 33Q: 3 clusters Score -9542433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -9542441.000000 Penalty: 5794.121582
	Iteration 34Q: 3 clusters Score -9542441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -9542443.000000 Penalty: 5794.121582
	Iteration 35Q: 3 clusters Score -9542443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -9542443.000000 Penalty: 5794.121582
	Iteration 36F: 3 clusters Score -9542443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 231508 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Entering Unmasked Estep 
Score: -150311872.000000 Penalty: 96367.093750
Splitting cluster 11 changes total score from -150186864.000000 to -150311872.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (231508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231508 members 
Entering Unmasked Estep 
Score: -18764182.000000 Penalty: 3063.387695
	Iteration 0F: 2 clusters Score -1.876418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 115278 members 
Entering Unmasked Estep 
Score: -18608758.000000 Penalty: 6126.775391
	Iteration 0F: 3 clusters Score -1.860876e+07 nChanged 111406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -18677074.000000 Penalty: 6126.775391
	Iteration 1F: 3 clusters Score -1.867707e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -18682392.000000 Penalty: 6126.775391
	Iteration 2Q: 3 clusters Score -1.868239e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134116 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -18693320.000000 Penalty: 6126.775391
	Iteration 3F: 3 clusters Score -1.869332e+07 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -18712296.000000 Penalty: 6126.775391
	Iteration 4F: 3 clusters Score -1.87123e+07 nChanged 19738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -18738412.000000 Penalty: 6126.775391
	Iteration 5F: 3 clusters Score -1.873841e+07 nChanged 23623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123391 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -18762386.000000 Penalty: 6126.775391
	Iteration 6F: 3 clusters Score -1.876239e+07 nChanged 19971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -18778590.000000 Penalty: 6126.775391
	Iteration 7F: 3 clusters Score -1.877859e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 128110 members 
Entering Unmasked Estep 
Score: -18787194.000000 Penalty: 6126.775391
	Iteration 8F: 3 clusters Score -1.878719e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 134491 members 
Entering Unmasked Estep 
Score: -18792618.000000 Penalty: 6126.775391
	Iteration 9Q: 3 clusters Score -1.879262e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -18796632.000000 Penalty: 6126.775391
	Iteration 10Q: 3 clusters Score -1.879663e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -18799970.000000 Penalty: 6126.775391
	Iteration 11Q: 3 clusters Score -1.879997e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -18802828.000000 Penalty: 6126.775391
	Iteration 12Q: 3 clusters Score -1.880283e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 153353 members 
Entering Unmasked Estep 
Score: -18805420.000000 Penalty: 6126.775391
	Iteration 13Q: 3 clusters Score -1.880542e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -18807554.000000 Penalty: 6126.775391
	Iteration 14Q: 3 clusters Score -1.880755e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -18809514.000000 Penalty: 6126.775391
	Iteration 15Q: 3 clusters Score -1.880951e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -18811218.000000 Penalty: 6126.775391
	Iteration 16Q: 3 clusters Score -1.881122e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -18812492.000000 Penalty: 6126.775391
	Iteration 17Q: 3 clusters Score -1.881249e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -18813260.000000 Penalty: 6126.775391
	Iteration 18Q: 3 clusters Score -1.881326e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -18813890.000000 Penalty: 6126.775391
	Iteration 19Q: 3 clusters Score -1.881389e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 170191 members 
Entering Unmasked Estep 
Score: -18814162.000000 Penalty: 6126.775391
	Iteration 20F: 3 clusters Score -1.881416e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 170980 members 
Entering Unmasked Estep 
Score: -18814398.000000 Penalty: 6126.775391
	Iteration 21Q: 3 clusters Score -1.88144e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 171620 members 
Entering Unmasked Estep 
Score: -18814482.000000 Penalty: 6126.775391
	Iteration 22Q: 3 clusters Score -1.881448e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -18814598.000000 Penalty: 6126.775391
	Iteration 23Q: 3 clusters Score -1.88146e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 172490 members 
Entering Unmasked Estep 
Score: -18814566.000000 Penalty: 6126.775391
	Iteration 24Q: 3 clusters Score -1.881457e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 172734 members 
Entering Unmasked Estep 
Score: -18814618.000000 Penalty: 6126.775391
	Iteration 25Q: 3 clusters Score -1.881462e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 172920 members 
Entering Unmasked Estep 
Score: -18814640.000000 Penalty: 6126.775391
	Iteration 26Q: 3 clusters Score -1.881464e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 173053 members 
Entering Unmasked Estep 
Score: -18814590.000000 Penalty: 6126.775391
	Iteration 27Q: 3 clusters Score -1.881459e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -18814612.000000 Penalty: 6126.775391
	Iteration 28Q: 3 clusters Score -1.881461e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -18814614.000000 Penalty: 6126.775391
	Iteration 29Q: 3 clusters Score -1.881461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -18814620.000000 Penalty: 6126.775391
	Iteration 30Q: 3 clusters Score -1.881462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 173296 members 
Entering Unmasked Estep 
Score: -18814610.000000 Penalty: 6126.775391
	Iteration 31Q: 3 clusters Score -1.881461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 173317 members 
Entering Unmasked Estep 
Score: -18814594.000000 Penalty: 6126.775391
	Iteration 32Q: 3 clusters Score -1.881459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 173330 members 
Entering Unmasked Estep 
Score: -18814574.000000 Penalty: 6126.775391
	Iteration 33Q: 3 clusters Score -1.881457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 173342 members 
Entering Unmasked Estep 
Score: -18814590.000000 Penalty: 6126.775391
	Iteration 34Q: 3 clusters Score -1.881459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 173348 members 
Entering Unmasked Estep 
Score: -18814594.000000 Penalty: 6126.775391
	Iteration 35Q: 3 clusters Score -1.881459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -18814588.000000 Penalty: 6126.775391
	Iteration 36Q: 3 clusters Score -1.881459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 173353 members 
Entering Unmasked Estep 
Score: -18814590.000000 Penalty: 6126.775391
	Iteration 37Q: 3 clusters Score -1.881459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 173355 members 
Entering Unmasked Estep 
Score: -18814586.000000 Penalty: 6126.775391
	Iteration 38Q: 3 clusters Score -1.881459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -18814572.000000 Penalty: 6126.775391
	Iteration 39Q: 3 clusters Score -1.881457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 173361 members 
Entering Unmasked Estep 
Score: -18814588.000000 Penalty: 6126.775391
	Iteration 40F: 3 clusters Score -1.881459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Entering Unmasked Estep 
Score: -150355728.000000 Penalty: 99936.250000
Splitting cluster 12 changes total score from -150186864.000000 to -150355728.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (13358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Entering Unmasked Estep 
Score: -984637.437500 Penalty: 2355.967773
	Iteration 0F: 2 clusters Score -984637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -975134.125000 Penalty: 4711.935547
	Iteration 0F: 3 clusters Score -975134.1 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -980330.500000 Penalty: 4711.935547
	Iteration 1F: 3 clusters Score -980330.5 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -984733.812500 Penalty: 4711.935547
	Iteration 2F: 3 clusters Score -984733.8 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -988030.687500 Penalty: 4711.935547
	Iteration 3F: 3 clusters Score -988030.7 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -989470.062500 Penalty: 4711.935547
	Iteration 4F: 3 clusters Score -989470.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -990455.000000 Penalty: 4711.935547
	Iteration 5F: 3 clusters Score -990455 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -991811.875000 Penalty: 4711.935547
	Iteration 6Q: 3 clusters Score -991811.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -994780.812500 Penalty: 4711.935547
	Iteration 7F: 3 clusters Score -994780.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -997703.375000 Penalty: 4711.935547
	Iteration 8Q: 3 clusters Score -997703.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -998467.375000 Penalty: 4711.935547
	Iteration 9Q: 3 clusters Score -998467.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -999026.125000 Penalty: 4711.935547
	Iteration 10Q: 3 clusters Score -999026.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -999455.375000 Penalty: 4711.935547
	Iteration 11Q: 3 clusters Score -999455.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -999649.875000 Penalty: 4711.935547
	Iteration 12Q: 3 clusters Score -999649.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -999755.250000 Penalty: 4711.935547
	Iteration 13Q: 3 clusters Score -999755.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -999872.812500 Penalty: 4711.935547
	Iteration 14Q: 3 clusters Score -999872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -999986.250000 Penalty: 4711.935547
	Iteration 15Q: 3 clusters Score -999986.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1000201.875000 Penalty: 4711.935547
	Iteration 16Q: 3 clusters Score -1000202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1000341.875000 Penalty: 4711.935547
	Iteration 17Q: 3 clusters Score -1000342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1000455.187500 Penalty: 4711.935547
	Iteration 18Q: 3 clusters Score -1000455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1000631.625000 Penalty: 4711.935547
	Iteration 19Q: 3 clusters Score -1000632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1000727.312500 Penalty: 4711.935547
	Iteration 20F: 3 clusters Score -1000727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1000750.687500 Penalty: 4711.935547
	Iteration 21Q: 3 clusters Score -1000751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1000749.062500 Penalty: 4711.935547
	Iteration 22Q: 3 clusters Score -1000749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1000752.062500 Penalty: 4711.935547
	Iteration 23Q: 3 clusters Score -1000752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1000762.125000 Penalty: 4711.935547
	Iteration 24Q: 3 clusters Score -1000762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1000760.375000 Penalty: 4711.935547
	Iteration 25Q: 3 clusters Score -1000760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1000765.625000 Penalty: 4711.935547
	Iteration 26Q: 3 clusters Score -1000766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1000765.625000 Penalty: 4711.935547
	Iteration 27F: 3 clusters Score -1000766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 44924 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Mstep: Class 29 contains 8259 members 
Entering Unmasked Estep 
Score: -150373376.000000 Penalty: 103505.398438
Splitting cluster 13 changes total score from -150186864.000000 to -150373376.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (124879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Entering Unmasked Estep 
Score: -9916742.000000 Penalty: 2910.304932
	Iteration 0F: 2 clusters Score -9916742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -9833544.000000 Penalty: 5820.609863
	Iteration 0F: 3 clusters Score -9833544 nChanged 59369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -9867673.000000 Penalty: 5820.609863
	Iteration 1F: 3 clusters Score -9867673 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -9869225.000000 Penalty: 5820.609863
	Iteration 2Q: 3 clusters Score -9869225 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -9872130.000000 Penalty: 5820.609863
	Iteration 3Q: 3 clusters Score -9872130 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -9877923.000000 Penalty: 5820.609863
	Iteration 4F: 3 clusters Score -9877923 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -9887531.000000 Penalty: 5820.609863
	Iteration 5F: 3 clusters Score -9887531 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -9898594.000000 Penalty: 5820.609863
	Iteration 6F: 3 clusters Score -9898594 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -9906881.000000 Penalty: 5820.609863
	Iteration 7F: 3 clusters Score -9906881 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104461 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -9910942.000000 Penalty: 5820.609863
	Iteration 8F: 3 clusters Score -9910942 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -9912768.000000 Penalty: 5820.609863
	Iteration 9Q: 3 clusters Score -9912768 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -9913581.000000 Penalty: 5820.609863
	Iteration 10Q: 3 clusters Score -9913581 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -9914184.000000 Penalty: 5820.609863
	Iteration 11Q: 3 clusters Score -9914184 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -9914538.000000 Penalty: 5820.609863
	Iteration 12Q: 3 clusters Score -9914538 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112433 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -9914824.000000 Penalty: 5820.609863
	Iteration 13Q: 3 clusters Score -9914824 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113271 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -9915007.000000 Penalty: 5820.609863
	Iteration 14Q: 3 clusters Score -9915007 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -9915167.000000 Penalty: 5820.609863
	Iteration 15Q: 3 clusters Score -9915167 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -9915253.000000 Penalty: 5820.609863
	Iteration 16Q: 3 clusters Score -9915253 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -9915371.000000 Penalty: 5820.609863
	Iteration 17Q: 3 clusters Score -9915371 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115614 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -9915477.000000 Penalty: 5820.609863
	Iteration 18Q: 3 clusters Score -9915477 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116028 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -9915535.000000 Penalty: 5820.609863
	Iteration 19Q: 3 clusters Score -9915535 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -9915524.000000 Penalty: 5820.609863
	Iteration 20F: 3 clusters Score -9915524 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -9915581.000000 Penalty: 5820.609863
	Iteration 21Q: 3 clusters Score -9915581 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -9915647.000000 Penalty: 5820.609863
	Iteration 22Q: 3 clusters Score -9915647 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -9915652.000000 Penalty: 5820.609863
	Iteration 23Q: 3 clusters Score -9915652 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -9915682.000000 Penalty: 5820.609863
	Iteration 24Q: 3 clusters Score -9915682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -9915711.000000 Penalty: 5820.609863
	Iteration 25Q: 3 clusters Score -9915711 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117649 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -9915708.000000 Penalty: 5820.609863
	Iteration 26Q: 3 clusters Score -9915708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -9915742.000000 Penalty: 5820.609863
	Iteration 27Q: 3 clusters Score -9915742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -9915736.000000 Penalty: 5820.609863
	Iteration 28Q: 3 clusters Score -9915736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9915745.000000 Penalty: 5820.609863
	Iteration 29Q: 3 clusters Score -9915745 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -9915734.000000 Penalty: 5820.609863
	Iteration 30Q: 3 clusters Score -9915734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -9915766.000000 Penalty: 5820.609863
	Iteration 31Q: 3 clusters Score -9915766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9915780.000000 Penalty: 5820.609863
	Iteration 32Q: 3 clusters Score -9915780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118338 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -9915807.000000 Penalty: 5820.609863
	Iteration 33Q: 3 clusters Score -9915807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118394 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -9915812.000000 Penalty: 5820.609863
	Iteration 34Q: 3 clusters Score -9915812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -9915835.000000 Penalty: 5820.609863
	Iteration 35Q: 3 clusters Score -9915835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -9915838.000000 Penalty: 5820.609863
	Iteration 36Q: 3 clusters Score -9915838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118517 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -9915852.000000 Penalty: 5820.609863
	Iteration 37Q: 3 clusters Score -9915852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118544 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -9915846.000000 Penalty: 5820.609863
	Iteration 38Q: 3 clusters Score -9915846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -9915832.000000 Penalty: 5820.609863
	Iteration 39Q: 3 clusters Score -9915832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -9915846.000000 Penalty: 5820.609863
	Iteration 40F: 3 clusters Score -9915846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -9915830.000000 Penalty: 5820.609863
	Iteration 41Q: 3 clusters Score -9915830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -9915824.000000 Penalty: 5820.609863
	Iteration 42Q: 3 clusters Score -9915824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -9915812.000000 Penalty: 5820.609863
	Iteration 43Q: 3 clusters Score -9915812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -9915826.000000 Penalty: 5820.609863
	Iteration 44Q: 3 clusters Score -9915826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9915821.000000 Penalty: 5820.609863
	Iteration 45Q: 3 clusters Score -9915821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -9915823.000000 Penalty: 5820.609863
	Iteration 46Q: 3 clusters Score -9915823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -9915829.000000 Penalty: 5820.609863
	Iteration 47Q: 3 clusters Score -9915829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118701 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -9915831.000000 Penalty: 5820.609863
	Iteration 48Q: 3 clusters Score -9915831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -9915835.000000 Penalty: 5820.609863
	Iteration 49Q: 3 clusters Score -9915835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118725 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -9915827.000000 Penalty: 5820.609863
	Iteration 50Q: 3 clusters Score -9915827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118740 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -9915813.000000 Penalty: 5820.609863
	Iteration 51Q: 3 clusters Score -9915813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -9915814.000000 Penalty: 5820.609863
	Iteration 52Q: 3 clusters Score -9915814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -9915818.000000 Penalty: 5820.609863
	Iteration 53Q: 3 clusters Score -9915818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -9915813.000000 Penalty: 5820.609863
	Iteration 54Q: 3 clusters Score -9915813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -9915812.000000 Penalty: 5820.609863
	Iteration 55Q: 3 clusters Score -9915812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -9915818.000000 Penalty: 5820.609863
	Iteration 56Q: 3 clusters Score -9915818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118789 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -9915820.000000 Penalty: 5820.609863
	Iteration 57Q: 3 clusters Score -9915820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -9915833.000000 Penalty: 5820.609863
	Iteration 58Q: 3 clusters Score -9915833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118807 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -9915835.000000 Penalty: 5820.609863
	Iteration 59Q: 3 clusters Score -9915835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9915828.000000 Penalty: 5820.609863
	Iteration 60F: 3 clusters Score -9915828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -9915829.000000 Penalty: 5820.609863
	Iteration 61Q: 3 clusters Score -9915829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -9915816.000000 Penalty: 5820.609863
	Iteration 62Q: 3 clusters Score -9915816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118850 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -9915820.000000 Penalty: 5820.609863
	Iteration 63Q: 3 clusters Score -9915820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118866 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -9915823.000000 Penalty: 5820.609863
	Iteration 64Q: 3 clusters Score -9915823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -9915824.000000 Penalty: 5820.609863
	Iteration 65Q: 3 clusters Score -9915824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -9915827.000000 Penalty: 5820.609863
	Iteration 66Q: 3 clusters Score -9915827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -9915831.000000 Penalty: 5820.609863
	Iteration 67Q: 3 clusters Score -9915831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -9915834.000000 Penalty: 5820.609863
	Iteration 68Q: 3 clusters Score -9915834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -9915817.000000 Penalty: 5820.609863
	Iteration 69Q: 3 clusters Score -9915817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -9915813.000000 Penalty: 5820.609863
	Iteration 70Q: 3 clusters Score -9915813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -9915807.000000 Penalty: 5820.609863
	Iteration 71Q: 3 clusters Score -9915807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -9915806.000000 Penalty: 5820.609863
	Iteration 72Q: 3 clusters Score -9915806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119058 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -9915790.000000 Penalty: 5820.609863
	Iteration 73Q: 3 clusters Score -9915790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -9915806.000000 Penalty: 5820.609863
	Iteration 74Q: 3 clusters Score -9915806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119100 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -9915821.000000 Penalty: 5820.609863
	Iteration 75Q: 3 clusters Score -9915821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -9915828.000000 Penalty: 5820.609863
	Iteration 76Q: 3 clusters Score -9915828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -9915825.000000 Penalty: 5820.609863
	Iteration 77Q: 3 clusters Score -9915825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -9915834.000000 Penalty: 5820.609863
	Iteration 78Q: 3 clusters Score -9915834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119151 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -9915835.000000 Penalty: 5820.609863
	Iteration 79Q: 3 clusters Score -9915835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119156 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -9915831.000000 Penalty: 5820.609863
	Iteration 80F: 3 clusters Score -9915831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -9915828.000000 Penalty: 5820.609863
	Iteration 81Q: 3 clusters Score -9915828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -9915827.000000 Penalty: 5820.609863
	Iteration 82Q: 3 clusters Score -9915827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -9915838.000000 Penalty: 5820.609863
	Iteration 83Q: 3 clusters Score -9915838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -9915831.000000 Penalty: 5820.609863
	Iteration 84Q: 3 clusters Score -9915831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -9915831.000000 Penalty: 5820.609863
	Iteration 85Q: 3 clusters Score -9915831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9915831.000000 Penalty: 5820.609863
	Iteration 86Q: 3 clusters Score -9915831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -9915829.000000 Penalty: 5820.609863
	Iteration 87Q: 3 clusters Score -9915829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -9915829.000000 Penalty: 5820.609863
	Iteration 88Q: 3 clusters Score -9915829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -9915830.000000 Penalty: 5820.609863
	Iteration 89Q: 3 clusters Score -9915830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -9915833.000000 Penalty: 5820.609863
	Iteration 90Q: 3 clusters Score -9915833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -9915834.000000 Penalty: 5820.609863
	Iteration 91Q: 3 clusters Score -9915834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119211 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -9915825.000000 Penalty: 5820.609863
	Iteration 92Q: 3 clusters Score -9915825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9915829.000000 Penalty: 5820.609863
	Iteration 93Q: 3 clusters Score -9915829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9915834.000000 Penalty: 5820.609863
	Iteration 94Q: 3 clusters Score -9915834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119233 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -9915841.000000 Penalty: 5820.609863
	Iteration 95Q: 3 clusters Score -9915841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -9915842.000000 Penalty: 5820.609863
	Iteration 96Q: 3 clusters Score -9915842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119244 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -9915837.000000 Penalty: 5820.609863
	Iteration 97Q: 3 clusters Score -9915837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -9915835.000000 Penalty: 5820.609863
	Iteration 98Q: 3 clusters Score -9915835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -9915826.000000 Penalty: 5820.609863
	Iteration 99Q: 3 clusters Score -9915826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -9915845.000000 Penalty: 5820.609863
	Iteration 100F: 3 clusters Score -9915845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -9915840.000000 Penalty: 5820.609863
	Iteration 101Q: 3 clusters Score -9915840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -9915842.000000 Penalty: 5820.609863
	Iteration 102Q: 3 clusters Score -9915842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -9915843.000000 Penalty: 5820.609863
	Iteration 103Q: 3 clusters Score -9915843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -9915844.000000 Penalty: 5820.609863
	Iteration 104Q: 3 clusters Score -9915844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -9915841.000000 Penalty: 5820.609863
	Iteration 105Q: 3 clusters Score -9915841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -9915841.000000 Penalty: 5820.609863
	Iteration 106F: 3 clusters Score -9915841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Entering Unmasked Estep 
Score: -3470405.000000 Penalty: 2656.756348
	Iteration 0F: 2 clusters Score -3470405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3440362.000000 Penalty: 5313.512695
	Iteration 0F: 3 clusters Score -3440362 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3454974.500000 Penalty: 5313.512695
	Iteration 1F: 3 clusters Score -3454974 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3461417.750000 Penalty: 5313.512695
	Iteration 2F: 3 clusters Score -3461418 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3474312.750000 Penalty: 5313.512695
	Iteration 3F: 3 clusters Score -3474313 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3484040.500000 Penalty: 5313.512695
	Iteration 4F: 3 clusters Score -3484040 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3486566.750000 Penalty: 5313.512695
	Iteration 5F: 3 clusters Score -3486567 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3487649.250000 Penalty: 5313.512695
	Iteration 6Q: 3 clusters Score -3487649 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3488382.750000 Penalty: 5313.512695
	Iteration 7Q: 3 clusters Score -3488383 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3488792.750000 Penalty: 5313.512695
	Iteration 8Q: 3 clusters Score -3488793 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3489037.000000 Penalty: 5313.512695
	Iteration 9Q: 3 clusters Score -3489037 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3489183.250000 Penalty: 5313.512695
	Iteration 10Q: 3 clusters Score -3489183 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3489254.000000 Penalty: 5313.512695
	Iteration 11Q: 3 clusters Score -3489254 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3489317.000000 Penalty: 5313.512695
	Iteration 12Q: 3 clusters Score -3489317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3489345.000000 Penalty: 5313.512695
	Iteration 13Q: 3 clusters Score -3489345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3489370.250000 Penalty: 5313.512695
	Iteration 14Q: 3 clusters Score -3489370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3489392.750000 Penalty: 5313.512695
	Iteration 15Q: 3 clusters Score -3489393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3489401.500000 Penalty: 5313.512695
	Iteration 16Q: 3 clusters Score -3489402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3489414.000000 Penalty: 5313.512695
	Iteration 17Q: 3 clusters Score -3489414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3489432.750000 Penalty: 5313.512695
	Iteration 18Q: 3 clusters Score -3489433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3489453.000000 Penalty: 5313.512695
	Iteration 19Q: 3 clusters Score -3489453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3489460.250000 Penalty: 5313.512695
	Iteration 20F: 3 clusters Score -3489460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3489465.250000 Penalty: 5313.512695
	Iteration 21Q: 3 clusters Score -3489465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3489473.500000 Penalty: 5313.512695
	Iteration 22Q: 3 clusters Score -3489474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3489471.000000 Penalty: 5313.512695
	Iteration 23Q: 3 clusters Score -3489471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3489490.500000 Penalty: 5313.512695
	Iteration 24Q: 3 clusters Score -3489490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3489499.750000 Penalty: 5313.512695
	Iteration 25Q: 3 clusters Score -3489500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3489503.500000 Penalty: 5313.512695
	Iteration 26Q: 3 clusters Score -3489504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3489508.750000 Penalty: 5313.512695
	Iteration 27Q: 3 clusters Score -3489509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3489513.250000 Penalty: 5313.512695
	Iteration 28Q: 3 clusters Score -3489513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3489515.500000 Penalty: 5313.512695
	Iteration 29Q: 3 clusters Score -3489516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3489518.250000 Penalty: 5313.512695
	Iteration 30Q: 3 clusters Score -3489518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3489515.250000 Penalty: 5313.512695
	Iteration 31Q: 3 clusters Score -3489515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3489515.250000 Penalty: 5313.512695
	Iteration 32F: 3 clusters Score -3489515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Mstep: Class 29 contains 8259 members 
Mstep: Class 30 contains 5828 members 
Entering Unmasked Estep 
Score: -150388320.000000 Penalty: 107074.554688
Splitting cluster 15 changes total score from -150186864.000000 to -150388320.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (41378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Entering Unmasked Estep 
Score: -3246076.000000 Penalty: 2636.365234
	Iteration 0F: 2 clusters Score -3246076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3218104.500000 Penalty: 5272.730469
	Iteration 0F: 3 clusters Score -3218104 nChanged 18956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3230640.250000 Penalty: 5272.730469
	Iteration 1F: 3 clusters Score -3230640 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3233459.250000 Penalty: 5272.730469
	Iteration 2F: 3 clusters Score -3233459 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3236484.500000 Penalty: 5272.730469
	Iteration 3F: 3 clusters Score -3236484 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3240513.500000 Penalty: 5272.730469
	Iteration 4F: 3 clusters Score -3240514 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3245656.750000 Penalty: 5272.730469
	Iteration 5F: 3 clusters Score -3245657 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3251057.500000 Penalty: 5272.730469
	Iteration 6F: 3 clusters Score -3251058 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3255227.000000 Penalty: 5272.730469
	Iteration 7F: 3 clusters Score -3255227 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3257611.750000 Penalty: 5272.730469
	Iteration 8Q: 3 clusters Score -3257612 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3258764.500000 Penalty: 5272.730469
	Iteration 9Q: 3 clusters Score -3258764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3259105.500000 Penalty: 5272.730469
	Iteration 10Q: 3 clusters Score -3259106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3259324.000000 Penalty: 5272.730469
	Iteration 11Q: 3 clusters Score -3259324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3259501.250000 Penalty: 5272.730469
	Iteration 12Q: 3 clusters Score -3259501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3259584.250000 Penalty: 5272.730469
	Iteration 13Q: 3 clusters Score -3259584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3259614.000000 Penalty: 5272.730469
	Iteration 14Q: 3 clusters Score -3259614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3259624.750000 Penalty: 5272.730469
	Iteration 15Q: 3 clusters Score -3259625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3259629.000000 Penalty: 5272.730469
	Iteration 16Q: 3 clusters Score -3259629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3259632.000000 Penalty: 5272.730469
	Iteration 17Q: 3 clusters Score -3259632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3259636.750000 Penalty: 5272.730469
	Iteration 18Q: 3 clusters Score -3259637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3259636.000000 Penalty: 5272.730469
	Iteration 19Q: 3 clusters Score -3259636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3259636.000000 Penalty: 5272.730469
	Iteration 20F: 3 clusters Score -3259636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 40106 members 
Mstep: Class 17 contains 178553 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Mstep: Class 29 contains 8259 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 1272 members 
Entering Unmasked Estep 
Score: -150400096.000000 Penalty: 110643.703125
Splitting cluster 16 changes total score from -150186864.000000 to -150400096.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (178553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Entering Unmasked Estep 
Score: -14243206.000000 Penalty: 2998.974854
	Iteration 0F: 2 clusters Score -1.424321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -14123668.000000 Penalty: 5997.949707
	Iteration 0F: 3 clusters Score -1.412367e+07 nChanged 85448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -14174790.000000 Penalty: 5997.949707
	Iteration 1F: 3 clusters Score -1.417479e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -14178468.000000 Penalty: 5997.949707
	Iteration 2Q: 3 clusters Score -1.417847e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -14184083.000000 Penalty: 5997.949707
	Iteration 3F: 3 clusters Score -1.418408e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -14192601.000000 Penalty: 5997.949707
	Iteration 4F: 3 clusters Score -1.41926e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 69675 members 
Entering Unmasked Estep 
Score: -14204011.000000 Penalty: 5997.949707
	Iteration 5F: 3 clusters Score -1.420401e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -14216565.000000 Penalty: 5997.949707
	Iteration 6F: 3 clusters Score -1.421656e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -14227498.000000 Penalty: 5997.949707
	Iteration 7F: 3 clusters Score -1.42275e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -14234412.000000 Penalty: 5997.949707
	Iteration 8Q: 3 clusters Score -1.423441e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -14238085.000000 Penalty: 5997.949707
	Iteration 9Q: 3 clusters Score -1.423808e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127517 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -14240495.000000 Penalty: 5997.949707
	Iteration 10Q: 3 clusters Score -1.42405e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129146 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -14242146.000000 Penalty: 5997.949707
	Iteration 11Q: 3 clusters Score -1.424215e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130459 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -14243046.000000 Penalty: 5997.949707
	Iteration 12Q: 3 clusters Score -1.424305e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131512 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -14243576.000000 Penalty: 5997.949707
	Iteration 13Q: 3 clusters Score -1.424358e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -14243919.000000 Penalty: 5997.949707
	Iteration 14Q: 3 clusters Score -1.424392e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -14244075.000000 Penalty: 5997.949707
	Iteration 15Q: 3 clusters Score -1.424408e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133786 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -14244218.000000 Penalty: 5997.949707
	Iteration 16Q: 3 clusters Score -1.424422e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134343 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -14244268.000000 Penalty: 5997.949707
	Iteration 17Q: 3 clusters Score -1.424427e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134840 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -14244284.000000 Penalty: 5997.949707
	Iteration 18Q: 3 clusters Score -1.424428e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135266 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -14244336.000000 Penalty: 5997.949707
	Iteration 19Q: 3 clusters Score -1.424434e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -14244373.000000 Penalty: 5997.949707
	Iteration 20F: 3 clusters Score -1.424437e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135973 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -14244459.000000 Penalty: 5997.949707
	Iteration 21Q: 3 clusters Score -1.424446e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -14244480.000000 Penalty: 5997.949707
	Iteration 22Q: 3 clusters Score -1.424448e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -14244466.000000 Penalty: 5997.949707
	Iteration 23Q: 3 clusters Score -1.424447e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136811 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -14244483.000000 Penalty: 5997.949707
	Iteration 24Q: 3 clusters Score -1.424448e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137072 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -14244469.000000 Penalty: 5997.949707
	Iteration 25Q: 3 clusters Score -1.424447e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -14244489.000000 Penalty: 5997.949707
	Iteration 26Q: 3 clusters Score -1.424449e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137545 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -14244516.000000 Penalty: 5997.949707
	Iteration 27Q: 3 clusters Score -1.424452e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -14244504.000000 Penalty: 5997.949707
	Iteration 28Q: 3 clusters Score -1.42445e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -14244548.000000 Penalty: 5997.949707
	Iteration 29Q: 3 clusters Score -1.424455e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -14244537.000000 Penalty: 5997.949707
	Iteration 30Q: 3 clusters Score -1.424454e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -14244572.000000 Penalty: 5997.949707
	Iteration 31Q: 3 clusters Score -1.424457e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -14244556.000000 Penalty: 5997.949707
	Iteration 32Q: 3 clusters Score -1.424456e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -14244577.000000 Penalty: 5997.949707
	Iteration 33Q: 3 clusters Score -1.424458e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139019 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -14244620.000000 Penalty: 5997.949707
	Iteration 34Q: 3 clusters Score -1.424462e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -14244621.000000 Penalty: 5997.949707
	Iteration 35Q: 3 clusters Score -1.424462e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139328 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -14244631.000000 Penalty: 5997.949707
	Iteration 36Q: 3 clusters Score -1.424463e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139474 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -14244621.000000 Penalty: 5997.949707
	Iteration 37Q: 3 clusters Score -1.424462e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -14244628.000000 Penalty: 5997.949707
	Iteration 38Q: 3 clusters Score -1.424463e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -14244647.000000 Penalty: 5997.949707
	Iteration 39Q: 3 clusters Score -1.424465e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139855 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -14244691.000000 Penalty: 5997.949707
	Iteration 40F: 3 clusters Score -1.424469e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139958 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -14244688.000000 Penalty: 5997.949707
	Iteration 41Q: 3 clusters Score -1.424469e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140057 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -14244698.000000 Penalty: 5997.949707
	Iteration 42Q: 3 clusters Score -1.42447e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140161 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -14244715.000000 Penalty: 5997.949707
	Iteration 43Q: 3 clusters Score -1.424472e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -14244731.000000 Penalty: 5997.949707
	Iteration 44Q: 3 clusters Score -1.424473e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140309 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -14244718.000000 Penalty: 5997.949707
	Iteration 45Q: 3 clusters Score -1.424472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140368 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -14244724.000000 Penalty: 5997.949707
	Iteration 46Q: 3 clusters Score -1.424472e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140424 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -14244716.000000 Penalty: 5997.949707
	Iteration 47Q: 3 clusters Score -1.424472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -14244750.000000 Penalty: 5997.949707
	Iteration 48Q: 3 clusters Score -1.424475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140542 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -14244760.000000 Penalty: 5997.949707
	Iteration 49Q: 3 clusters Score -1.424476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140592 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -14244745.000000 Penalty: 5997.949707
	Iteration 50Q: 3 clusters Score -1.424474e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140639 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -14244758.000000 Penalty: 5997.949707
	Iteration 51Q: 3 clusters Score -1.424476e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -14244749.000000 Penalty: 5997.949707
	Iteration 52Q: 3 clusters Score -1.424475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140733 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -14244723.000000 Penalty: 5997.949707
	Iteration 53Q: 3 clusters Score -1.424472e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140776 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -14244743.000000 Penalty: 5997.949707
	Iteration 54Q: 3 clusters Score -1.424474e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -14244749.000000 Penalty: 5997.949707
	Iteration 55Q: 3 clusters Score -1.424475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -14244769.000000 Penalty: 5997.949707
	Iteration 56Q: 3 clusters Score -1.424477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -14244766.000000 Penalty: 5997.949707
	Iteration 57Q: 3 clusters Score -1.424477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140965 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -14244776.000000 Penalty: 5997.949707
	Iteration 58Q: 3 clusters Score -1.424478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141004 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -14244792.000000 Penalty: 5997.949707
	Iteration 59Q: 3 clusters Score -1.424479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -14244792.000000 Penalty: 5997.949707
	Iteration 60F: 3 clusters Score -1.424479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141077 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -14244819.000000 Penalty: 5997.949707
	Iteration 61Q: 3 clusters Score -1.424482e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -14244807.000000 Penalty: 5997.949707
	Iteration 62Q: 3 clusters Score -1.424481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -14244843.000000 Penalty: 5997.949707
	Iteration 63Q: 3 clusters Score -1.424484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141168 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -14244843.000000 Penalty: 5997.949707
	Iteration 64Q: 3 clusters Score -1.424484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -14244842.000000 Penalty: 5997.949707
	Iteration 65Q: 3 clusters Score -1.424484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141200 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -14244849.000000 Penalty: 5997.949707
	Iteration 66Q: 3 clusters Score -1.424485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -14244858.000000 Penalty: 5997.949707
	Iteration 67Q: 3 clusters Score -1.424486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -14244850.000000 Penalty: 5997.949707
	Iteration 68Q: 3 clusters Score -1.424485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141242 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -14244845.000000 Penalty: 5997.949707
	Iteration 69Q: 3 clusters Score -1.424484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141256 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -14244839.000000 Penalty: 5997.949707
	Iteration 70Q: 3 clusters Score -1.424484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141264 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -14244848.000000 Penalty: 5997.949707
	Iteration 71Q: 3 clusters Score -1.424485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -14244832.000000 Penalty: 5997.949707
	Iteration 72Q: 3 clusters Score -1.424483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141283 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -14244827.000000 Penalty: 5997.949707
	Iteration 73Q: 3 clusters Score -1.424483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -14244820.000000 Penalty: 5997.949707
	Iteration 74Q: 3 clusters Score -1.424482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -14244822.000000 Penalty: 5997.949707
	Iteration 75Q: 3 clusters Score -1.424482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141306 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -14244820.000000 Penalty: 5997.949707
	Iteration 76Q: 3 clusters Score -1.424482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141312 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -14244829.000000 Penalty: 5997.949707
	Iteration 77Q: 3 clusters Score -1.424483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -14244825.000000 Penalty: 5997.949707
	Iteration 78Q: 3 clusters Score -1.424482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141324 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -14244823.000000 Penalty: 5997.949707
	Iteration 79Q: 3 clusters Score -1.424482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -14244842.000000 Penalty: 5997.949707
	Iteration 80F: 3 clusters Score -1.424484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -14244841.000000 Penalty: 5997.949707
	Iteration 81Q: 3 clusters Score -1.424484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141343 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -14244849.000000 Penalty: 5997.949707
	Iteration 82Q: 3 clusters Score -1.424485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141352 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -14244858.000000 Penalty: 5997.949707
	Iteration 83Q: 3 clusters Score -1.424486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -14244849.000000 Penalty: 5997.949707
	Iteration 84Q: 3 clusters Score -1.424485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141379 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -14244849.000000 Penalty: 5997.949707
	Iteration 85Q: 3 clusters Score -1.424485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141386 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -14244870.000000 Penalty: 5997.949707
	Iteration 86Q: 3 clusters Score -1.424487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -14244861.000000 Penalty: 5997.949707
	Iteration 87Q: 3 clusters Score -1.424486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141397 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -14244871.000000 Penalty: 5997.949707
	Iteration 88Q: 3 clusters Score -1.424487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141404 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -14244886.000000 Penalty: 5997.949707
	Iteration 89Q: 3 clusters Score -1.424489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141414 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -14244880.000000 Penalty: 5997.949707
	Iteration 90Q: 3 clusters Score -1.424488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141425 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -14244883.000000 Penalty: 5997.949707
	Iteration 91Q: 3 clusters Score -1.424488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -14244872.000000 Penalty: 5997.949707
	Iteration 92Q: 3 clusters Score -1.424487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -14244881.000000 Penalty: 5997.949707
	Iteration 93Q: 3 clusters Score -1.424488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -14244880.000000 Penalty: 5997.949707
	Iteration 94Q: 3 clusters Score -1.424488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -14244871.000000 Penalty: 5997.949707
	Iteration 95Q: 3 clusters Score -1.424487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141475 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -14244869.000000 Penalty: 5997.949707
	Iteration 96Q: 3 clusters Score -1.424487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141485 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -14244870.000000 Penalty: 5997.949707
	Iteration 97Q: 3 clusters Score -1.424487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141495 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -14244871.000000 Penalty: 5997.949707
	Iteration 98Q: 3 clusters Score -1.424487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -14244872.000000 Penalty: 5997.949707
	Iteration 99Q: 3 clusters Score -1.424487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141517 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -14244874.000000 Penalty: 5997.949707
	Iteration 100F: 3 clusters Score -1.424487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -14244883.000000 Penalty: 5997.949707
	Iteration 101Q: 3 clusters Score -1.424488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -14244864.000000 Penalty: 5997.949707
	Iteration 102Q: 3 clusters Score -1.424486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -14244865.000000 Penalty: 5997.949707
	Iteration 103Q: 3 clusters Score -1.424486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -14244862.000000 Penalty: 5997.949707
	Iteration 104Q: 3 clusters Score -1.424486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -14244877.000000 Penalty: 5997.949707
	Iteration 105Q: 3 clusters Score -1.424488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -14244878.000000 Penalty: 5997.949707
	Iteration 106Q: 3 clusters Score -1.424488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -14244871.000000 Penalty: 5997.949707
	Iteration 107Q: 3 clusters Score -1.424487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -14244869.000000 Penalty: 5997.949707
	Iteration 108Q: 3 clusters Score -1.424487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141584 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -14244861.000000 Penalty: 5997.949707
	Iteration 109Q: 3 clusters Score -1.424486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141586 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -14244858.000000 Penalty: 5997.949707
	Iteration 110Q: 3 clusters Score -1.424486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -14244852.000000 Penalty: 5997.949707
	Iteration 111Q: 3 clusters Score -1.424485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141591 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -14244850.000000 Penalty: 5997.949707
	Iteration 112Q: 3 clusters Score -1.424485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -14244863.000000 Penalty: 5997.949707
	Iteration 113Q: 3 clusters Score -1.424486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141596 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -14244861.000000 Penalty: 5997.949707
	Iteration 114Q: 3 clusters Score -1.424486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -14244852.000000 Penalty: 5997.949707
	Iteration 115Q: 3 clusters Score -1.424485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141598 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -14244851.000000 Penalty: 5997.949707
	Iteration 116Q: 3 clusters Score -1.424485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141599 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -14244848.000000 Penalty: 5997.949707
	Iteration 117Q: 3 clusters Score -1.424485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141599 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -14244848.000000 Penalty: 5997.949707
	Iteration 118F: 3 clusters Score -1.424485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 40106 members 
Mstep: Class 17 contains 141599 members 
Mstep: Class 18 contains 21694 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Mstep: Class 29 contains 8259 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 36954 members 
Entering Unmasked Estep 
Score: -150399184.000000 Penalty: 114212.851562
Splitting cluster 17 changes total score from -150186864.000000 to -150399184.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (21694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Entering Unmasked Estep 
Score: -1616642.250000 Penalty: 2476.228027
	Iteration 0F: 2 clusters Score -1616642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1601497.250000 Penalty: 4952.456055
	Iteration 0F: 3 clusters Score -1601497 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1609246.625000 Penalty: 4952.456055
	Iteration 1F: 3 clusters Score -1609247 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1612250.875000 Penalty: 4952.456055
	Iteration 2F: 3 clusters Score -1612251 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1614671.125000 Penalty: 4952.456055
	Iteration 3F: 3 clusters Score -1614671 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1616150.625000 Penalty: 4952.456055
	Iteration 4F: 3 clusters Score -1616151 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1616959.750000 Penalty: 4952.456055
	Iteration 5F: 3 clusters Score -1616960 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1617617.000000 Penalty: 4952.456055
	Iteration 6Q: 3 clusters Score -1617617 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1618513.125000 Penalty: 4952.456055
	Iteration 7Q: 3 clusters Score -1618513 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1619668.000000 Penalty: 4952.456055
	Iteration 8Q: 3 clusters Score -1619668 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1620714.250000 Penalty: 4952.456055
	Iteration 9Q: 3 clusters Score -1620714 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1621388.500000 Penalty: 4952.456055
	Iteration 10Q: 3 clusters Score -1621388 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1622000.875000 Penalty: 4952.456055
	Iteration 11Q: 3 clusters Score -1622001 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1622489.125000 Penalty: 4952.456055
	Iteration 12Q: 3 clusters Score -1622489 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1622927.875000 Penalty: 4952.456055
	Iteration 13Q: 3 clusters Score -1622928 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1623350.000000 Penalty: 4952.456055
	Iteration 14Q: 3 clusters Score -1623350 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1623605.250000 Penalty: 4952.456055
	Iteration 15Q: 3 clusters Score -1623605 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1623889.250000 Penalty: 4952.456055
	Iteration 16Q: 3 clusters Score -1623889 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1624016.750000 Penalty: 4952.456055
	Iteration 17Q: 3 clusters Score -1624017 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1624081.500000 Penalty: 4952.456055
	Iteration 18Q: 3 clusters Score -1624082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1624112.500000 Penalty: 4952.456055
	Iteration 19Q: 3 clusters Score -1624112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1624157.875000 Penalty: 4952.456055
	Iteration 20F: 3 clusters Score -1624158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1624168.875000 Penalty: 4952.456055
	Iteration 21Q: 3 clusters Score -1624169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1624172.125000 Penalty: 4952.456055
	Iteration 22Q: 3 clusters Score -1624172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1624175.625000 Penalty: 4952.456055
	Iteration 23Q: 3 clusters Score -1624176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1624176.250000 Penalty: 4952.456055
	Iteration 24Q: 3 clusters Score -1624176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1624170.250000 Penalty: 4952.456055
	Iteration 25Q: 3 clusters Score -1624170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1624173.250000 Penalty: 4952.456055
	Iteration 26Q: 3 clusters Score -1624173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1624171.750000 Penalty: 4952.456055
	Iteration 27Q: 3 clusters Score -1624172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1624171.750000 Penalty: 4952.456055
	Iteration 28F: 3 clusters Score -1624172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 40106 members 
Mstep: Class 17 contains 141599 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Mstep: Class 29 contains 8259 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 36954 members 
Mstep: Class 33 contains 11406 members 
Entering Unmasked Estep 
Score: -150407360.000000 Penalty: 117782.007812
Splitting cluster 18 changes total score from -150186864.000000 to -150407360.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (36219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Entering Unmasked Estep 
Score: -2512712.250000 Penalty: 2603.340088
	Iteration 0F: 2 clusters Score -2512712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2488565.250000 Penalty: 5206.680176
	Iteration 0F: 3 clusters Score -2488565 nChanged 16601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2509901.750000 Penalty: 5206.680176
	Iteration 1F: 3 clusters Score -2509902 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2524186.000000 Penalty: 5206.680176
	Iteration 2F: 3 clusters Score -2524186 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2528792.750000 Penalty: 5206.680176
	Iteration 3F: 3 clusters Score -2528793 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2529721.250000 Penalty: 5206.680176
	Iteration 4Q: 3 clusters Score -2529721 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2530048.750000 Penalty: 5206.680176
	Iteration 5Q: 3 clusters Score -2530049 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2530186.750000 Penalty: 5206.680176
	Iteration 6Q: 3 clusters Score -2530187 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2530245.750000 Penalty: 5206.680176
	Iteration 7Q: 3 clusters Score -2530246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2530264.000000 Penalty: 5206.680176
	Iteration 8Q: 3 clusters Score -2530264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2530266.750000 Penalty: 5206.680176
	Iteration 9Q: 3 clusters Score -2530267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2530276.750000 Penalty: 5206.680176
	Iteration 10Q: 3 clusters Score -2530277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2530281.000000 Penalty: 5206.680176
	Iteration 11Q: 3 clusters Score -2530281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2530283.750000 Penalty: 5206.680176
	Iteration 12Q: 3 clusters Score -2530284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2530282.000000 Penalty: 5206.680176
	Iteration 13Q: 3 clusters Score -2530282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2530280.250000 Penalty: 5206.680176
	Iteration 14Q: 3 clusters Score -2530280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2530285.000000 Penalty: 5206.680176
	Iteration 15Q: 3 clusters Score -2530285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2530282.500000 Penalty: 5206.680176
	Iteration 16Q: 3 clusters Score -2530282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2530282.500000 Penalty: 5206.680176
	Iteration 17F: 3 clusters Score -2530282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 153034 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 40106 members 
Mstep: Class 17 contains 141599 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 12501 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 147808 members 
Mstep: Class 22 contains 34970 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 137777 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 15160 members 
Mstep: Class 27 contains 10829 members 
Mstep: Class 28 contains 173361 members 
Mstep: Class 29 contains 8259 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 1272 members 
Mstep: Class 32 contains 36954 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 23718 members 
Entering Unmasked Estep 
Score: -150424112.000000 Penalty: 121351.156250
Splitting cluster 19 changes total score from -150186864.000000 to -150424112.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 8989 members 
Mstep: Class 3 contains 116806 members 
Mstep: Class 4 contains 166710 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 107556 members 
Mstep: Class 12 contains 58147 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 124879 members 
Mstep: Class 15 contains 39096 members 
Mstep: Class 16 contains 40106 members 
Mstep: Class 17 contains 141599 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 12501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150488592.000000 Penalty: 121351.156250
Iteration 39Q: 35 clusters Score -1.504886e+08 nChanged 77431
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 121290 members 
Mstep: Class 4 contains 166588 members 
Mstep: Class 5 contains 23660 members 
Mstep: Class 6 contains 7329 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 156991 members 
Mstep: Class 9 contains 13563 members 
Mstep: Class 10 contains 18471 members 
Mstep: Class 11 contains 112488 members 
Mstep: Class 12 contains 59331 members 
Mstep: Class 13 contains 5841 members 
Mstep: Class 14 contains 125134 members 
Mstep: Class 15 contains 40512 members 
Mstep: Class 16 contains 39033 members 
Mstep: Class 17 contains 145369 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 13617 members 
Mstep: Class 20 contains 9156 members 
Mstep: Class 21 contains 147919 members 
Mstep: Class 22 contains 36643 members 
Mstep: Class 23 contains 47333 members 
Mstep: Class 24 contains 120198 members 
Mstep: Class 25 contains 5275 members 
Mstep: Class 26 contains 15083 members 
Mstep: Class 27 contains 10860 members 
Mstep: Class 28 contains 167516 members 
Mstep: Class 29 contains 7876 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 1660 members 
Mstep: Class 32 contains 35067 members 
Mstep: Class 33 contains 9853 members 
Mstep: Class 34 contains 22107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150540736.000000 Penalty: 121351.156250
Iteration 40F: 35 clusters Score -1.505407e+08 nChanged 63025
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 121789 members 
Mstep: Class 4 contains 166611 members 
Mstep: Class 5 contains 24640 members 
Mstep: Class 6 contains 7299 members 
Mstep: Class 7 contains 19592 members 
Mstep: Class 8 contains 159243 members 
Mstep: Class 9 contains 13423 members 
Mstep: Class 10 contains 18179 members 
Mstep: Class 11 contains 114571 members 
Mstep: Class 12 contains 59018 members 
Mstep: Class 13 contains 6059 members 
Mstep: Class 14 contains 125012 members 
Mstep: Class 15 contains 40449 members 
Mstep: Class 16 contains 38223 members 
Mstep: Class 17 contains 144276 members 
Mstep: Class 18 contains 9220 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 149032 members 
Mstep: Class 22 contains 38753 members 
Mstep: Class 23 contains 47701 members 
Mstep: Class 24 contains 113478 members 
Mstep: Class 25 contains 5780 members 
Mstep: Class 26 contains 15126 members 
Mstep: Class 27 contains 11355 members 
Mstep: Class 28 contains 166685 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 5973 members 
Mstep: Class 31 contains 3269 members 
Mstep: Class 32 contains 35773 members 
Mstep: Class 33 contains 9291 members 
Mstep: Class 34 contains 20828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150556800.000000 Penalty: 121351.156250
Iteration 41Q: 35 clusters Score -1.505568e+08 nChanged 36454
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 122571 members 
Mstep: Class 4 contains 167003 members 
Mstep: Class 5 contains 25836 members 
Mstep: Class 6 contains 7273 members 
Mstep: Class 7 contains 19578 members 
Mstep: Class 8 contains 160618 members 
Mstep: Class 9 contains 13365 members 
Mstep: Class 10 contains 18047 members 
Mstep: Class 11 contains 116270 members 
Mstep: Class 12 contains 58592 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 124934 members 
Mstep: Class 15 contains 40392 members 
Mstep: Class 16 contains 37655 members 
Mstep: Class 17 contains 143783 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 14106 members 
Mstep: Class 20 contains 7882 members 
Mstep: Class 21 contains 149325 members 
Mstep: Class 22 contains 38912 members 
Mstep: Class 23 contains 48069 members 
Mstep: Class 24 contains 108391 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 15259 members 
Mstep: Class 27 contains 11768 members 
Mstep: Class 28 contains 166078 members 
Mstep: Class 29 contains 7697 members 
Mstep: Class 30 contains 5949 members 
Mstep: Class 31 contains 3905 members 
Mstep: Class 32 contains 36348 members 
Mstep: Class 33 contains 8822 members 
Mstep: Class 34 contains 19287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150562416.000000 Penalty: 121351.156250
Iteration 42Q: 35 clusters Score -1.505624e+08 nChanged 26394
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 6143 members 
Mstep: Class 3 contains 123572 members 
Mstep: Class 4 contains 167551 members 
Mstep: Class 5 contains 27038 members 
Mstep: Class 6 contains 7345 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 161800 members 
Mstep: Class 9 contains 13373 members 
Mstep: Class 10 contains 17940 members 
Mstep: Class 11 contains 117549 members 
Mstep: Class 12 contains 58240 members 
Mstep: Class 13 contains 6180 members 
Mstep: Class 14 contains 124869 members 
Mstep: Class 15 contains 40361 members 
Mstep: Class 16 contains 37244 members 
Mstep: Class 17 contains 143389 members 
Mstep: Class 18 contains 8627 members 
Mstep: Class 19 contains 14153 members 
Mstep: Class 20 contains 7722 members 
Mstep: Class 21 contains 149251 members 
Mstep: Class 22 contains 38582 members 
Mstep: Class 23 contains 48423 members 
Mstep: Class 24 contains 103672 members 
Mstep: Class 25 contains 6486 members 
Mstep: Class 26 contains 15389 members 
Mstep: Class 27 contains 12149 members 
Mstep: Class 28 contains 165714 members 
Mstep: Class 29 contains 7675 members 
Mstep: Class 30 contains 5926 members 
Mstep: Class 31 contains 4087 members 
Mstep: Class 32 contains 36838 members 
Mstep: Class 33 contains 8502 members 
Mstep: Class 34 contains 17786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150566832.000000 Penalty: 121351.156250
Iteration 43Q: 35 clusters Score -1.505668e+08 nChanged 20220
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 5935 members 
Mstep: Class 3 contains 124718 members 
Mstep: Class 4 contains 168138 members 
Mstep: Class 5 contains 27989 members 
Mstep: Class 6 contains 7466 members 
Mstep: Class 7 contains 19544 members 
Mstep: Class 8 contains 162603 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 17831 members 
Mstep: Class 11 contains 118469 members 
Mstep: Class 12 contains 57941 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 124815 members 
Mstep: Class 15 contains 40340 members 
Mstep: Class 16 contains 36958 members 
Mstep: Class 17 contains 143104 members 
Mstep: Class 18 contains 8429 members 
Mstep: Class 19 contains 14254 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 149127 members 
Mstep: Class 22 contains 38111 members 
Mstep: Class 23 contains 48749 members 
Mstep: Class 24 contains 99398 members 
Mstep: Class 25 contains 6755 members 
Mstep: Class 26 contains 15462 members 
Mstep: Class 27 contains 12456 members 
Mstep: Class 28 contains 165495 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 5912 members 
Mstep: Class 31 contains 4171 members 
Mstep: Class 32 contains 37225 members 
Mstep: Class 33 contains 8284 members 
Mstep: Class 34 contains 16469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150570256.000000 Penalty: 121351.156250
Iteration 44Q: 35 clusters Score -1.505703e+08 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 125863 members 
Mstep: Class 4 contains 168705 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 19538 members 
Mstep: Class 8 contains 163319 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 17750 members 
Mstep: Class 11 contains 119116 members 
Mstep: Class 12 contains 57677 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 124773 members 
Mstep: Class 15 contains 40313 members 
Mstep: Class 16 contains 36752 members 
Mstep: Class 17 contains 142975 members 
Mstep: Class 18 contains 8269 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 7513 members 
Mstep: Class 21 contains 148974 members 
Mstep: Class 22 contains 37629 members 
Mstep: Class 23 contains 49066 members 
Mstep: Class 24 contains 95412 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 15528 members 
Mstep: Class 27 contains 12692 members 
Mstep: Class 28 contains 165359 members 
Mstep: Class 29 contains 7670 members 
Mstep: Class 30 contains 5899 members 
Mstep: Class 31 contains 4253 members 
Mstep: Class 32 contains 37529 members 
Mstep: Class 33 contains 8139 members 
Mstep: Class 34 contains 15433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150575056.000000 Penalty: 121351.156250
Iteration 45Q: 35 clusters Score -1.505751e+08 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 3 contains 126884 members 
Mstep: Class 4 contains 169253 members 
Mstep: Class 5 contains 28602 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 19519 members 
Mstep: Class 8 contains 163960 members 
Mstep: Class 9 contains 13354 members 
Mstep: Class 10 contains 17682 members 
Mstep: Class 11 contains 119614 members 
Mstep: Class 12 contains 57432 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 124731 members 
Mstep: Class 15 contains 40296 members 
Mstep: Class 16 contains 36574 members 
Mstep: Class 17 contains 142836 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 7430 members 
Mstep: Class 21 contains 148746 members 
Mstep: Class 22 contains 37151 members 
Mstep: Class 23 contains 49375 members 
Mstep: Class 24 contains 91755 members 
Mstep: Class 25 contains 7224 members 
Mstep: Class 26 contains 15578 members 
Mstep: Class 27 contains 12867 members 
Mstep: Class 28 contains 165303 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5893 members 
Mstep: Class 31 contains 4282 members 
Mstep: Class 32 contains 37816 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 14970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150576880.000000 Penalty: 121351.156250
Iteration 46Q: 35 clusters Score -1.505769e+08 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 5502 members 
Mstep: Class 3 contains 127827 members 
Mstep: Class 4 contains 169761 members 
Mstep: Class 5 contains 28503 members 
Mstep: Class 6 contains 7934 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 164437 members 
Mstep: Class 9 contains 13350 members 
Mstep: Class 10 contains 17634 members 
Mstep: Class 11 contains 119997 members 
Mstep: Class 12 contains 57203 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 124697 members 
Mstep: Class 15 contains 40256 members 
Mstep: Class 16 contains 36457 members 
Mstep: Class 17 contains 142764 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 14668 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 148471 members 
Mstep: Class 22 contains 36722 members 
Mstep: Class 23 contains 49612 members 
Mstep: Class 24 contains 88345 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 12973 members 
Mstep: Class 28 contains 165308 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5888 members 
Mstep: Class 31 contains 4307 members 
Mstep: Class 32 contains 38060 members 
Mstep: Class 33 contains 8019 members 
Mstep: Class 34 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150578432.000000 Penalty: 121351.156250
Iteration 47Q: 35 clusters Score -1.505784e+08 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 128705 members 
Mstep: Class 4 contains 170183 members 
Mstep: Class 5 contains 28302 members 
Mstep: Class 6 contains 8167 members 
Mstep: Class 7 contains 19496 members 
Mstep: Class 8 contains 164775 members 
Mstep: Class 9 contains 13359 members 
Mstep: Class 10 contains 17587 members 
Mstep: Class 11 contains 120273 members 
Mstep: Class 12 contains 56985 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 124656 members 
Mstep: Class 15 contains 40207 members 
Mstep: Class 16 contains 36360 members 
Mstep: Class 17 contains 142744 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 19 contains 14882 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 148203 members 
Mstep: Class 22 contains 36356 members 
Mstep: Class 23 contains 49805 members 
Mstep: Class 24 contains 85211 members 
Mstep: Class 25 contains 7605 members 
Mstep: Class 26 contains 15630 members 
Mstep: Class 27 contains 13068 members 
Mstep: Class 28 contains 165310 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 5881 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 38270 members 
Mstep: Class 33 contains 7984 members 
Mstep: Class 34 contains 14526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150579248.000000 Penalty: 121351.156250
Iteration 48Q: 35 clusters Score -1.505792e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 129485 members 
Mstep: Class 4 contains 170604 members 
Mstep: Class 5 contains 28158 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 19484 members 
Mstep: Class 8 contains 164988 members 
Mstep: Class 9 contains 13363 members 
Mstep: Class 10 contains 17522 members 
Mstep: Class 11 contains 120494 members 
Mstep: Class 12 contains 56761 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 124595 members 
Mstep: Class 15 contains 40175 members 
Mstep: Class 16 contains 36273 members 
Mstep: Class 17 contains 142712 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 15106 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 147965 members 
Mstep: Class 22 contains 35999 members 
Mstep: Class 23 contains 49949 members 
Mstep: Class 24 contains 82420 members 
Mstep: Class 25 contains 7727 members 
Mstep: Class 26 contains 15649 members 
Mstep: Class 27 contains 13146 members 
Mstep: Class 28 contains 165297 members 
Mstep: Class 29 contains 7665 members 
Mstep: Class 30 contains 5878 members 
Mstep: Class 31 contains 4325 members 
Mstep: Class 32 contains 38505 members 
Mstep: Class 33 contains 7934 members 
Mstep: Class 34 contains 14379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150580000.000000 Penalty: 121351.156250
Iteration 49Q: 35 clusters Score -1.5058e+08 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 130080 members 
Mstep: Class 4 contains 170971 members 
Mstep: Class 5 contains 28033 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 19477 members 
Mstep: Class 8 contains 165148 members 
Mstep: Class 9 contains 13373 members 
Mstep: Class 10 contains 17463 members 
Mstep: Class 11 contains 120687 members 
Mstep: Class 12 contains 56558 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 124538 members 
Mstep: Class 15 contains 40146 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 142739 members 
Mstep: Class 18 contains 8045 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 147843 members 
Mstep: Class 22 contains 35679 members 
Mstep: Class 23 contains 50036 members 
Mstep: Class 24 contains 79773 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 15678 members 
Mstep: Class 27 contains 13187 members 
Mstep: Class 28 contains 165307 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5877 members 
Mstep: Class 31 contains 4321 members 
Mstep: Class 32 contains 38688 members 
Mstep: Class 33 contains 7886 members 
Mstep: Class 34 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150581488.000000 Penalty: 121351.156250
Iteration 50Q: 35 clusters Score -1.505815e+08 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 130489 members 
Mstep: Class 4 contains 171307 members 
Mstep: Class 5 contains 27926 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 19464 members 
Mstep: Class 8 contains 165250 members 
Mstep: Class 9 contains 13371 members 
Mstep: Class 10 contains 17424 members 
Mstep: Class 11 contains 120823 members 
Mstep: Class 12 contains 56377 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 124467 members 
Mstep: Class 15 contains 40130 members 
Mstep: Class 16 contains 36186 members 
Mstep: Class 17 contains 142746 members 
Mstep: Class 18 contains 8044 members 
Mstep: Class 19 contains 15661 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 147828 members 
Mstep: Class 22 contains 35386 members 
Mstep: Class 23 contains 50137 members 
Mstep: Class 24 contains 77298 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 15692 members 
Mstep: Class 27 contains 13231 members 
Mstep: Class 28 contains 165312 members 
Mstep: Class 29 contains 7666 members 
Mstep: Class 30 contains 5876 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 38862 members 
Mstep: Class 33 contains 7838 members 
Mstep: Class 34 contains 14038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150583424.000000 Penalty: 121351.156250
Iteration 51Q: 35 clusters Score -1.505834e+08 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 130779 members 
Mstep: Class 4 contains 171619 members 
Mstep: Class 5 contains 27864 members 
Mstep: Class 6 contains 8816 members 
Mstep: Class 7 contains 19439 members 
Mstep: Class 8 contains 165231 members 
Mstep: Class 9 contains 13370 members 
Mstep: Class 10 contains 17404 members 
Mstep: Class 11 contains 120939 members 
Mstep: Class 12 contains 56231 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 14 contains 124387 members 
Mstep: Class 15 contains 40095 members 
Mstep: Class 16 contains 36161 members 
Mstep: Class 17 contains 142732 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 16048 members 
Mstep: Class 20 contains 7483 members 
Mstep: Class 21 contains 147814 members 
Mstep: Class 22 contains 35105 members 
Mstep: Class 23 contains 50227 members 
Mstep: Class 24 contains 75057 members 
Mstep: Class 25 contains 7979 members 
Mstep: Class 26 contains 15697 members 
Mstep: Class 27 contains 13255 members 
Mstep: Class 28 contains 165321 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 5872 members 
Mstep: Class 31 contains 4317 members 
Mstep: Class 32 contains 39017 members 
Mstep: Class 33 contains 7781 members 
Mstep: Class 34 contains 13804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150586592.000000 Penalty: 121351.156250
Iteration 52Q: 35 clusters Score -1.505866e+08 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 4153 members 
Mstep: Class 3 contains 130937 members 
Mstep: Class 4 contains 171892 members 
Mstep: Class 5 contains 27822 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 19426 members 
Mstep: Class 8 contains 165152 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 17351 members 
Mstep: Class 11 contains 121011 members 
Mstep: Class 12 contains 56086 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 124318 members 
Mstep: Class 15 contains 40073 members 
Mstep: Class 16 contains 36144 members 
Mstep: Class 17 contains 142768 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 16507 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 147860 members 
Mstep: Class 22 contains 34847 members 
Mstep: Class 23 contains 50287 members 
Mstep: Class 24 contains 73027 members 
Mstep: Class 25 contains 8041 members 
Mstep: Class 26 contains 15709 members 
Mstep: Class 27 contains 13282 members 
Mstep: Class 28 contains 165295 members 
Mstep: Class 29 contains 7671 members 
Mstep: Class 30 contains 5868 members 
Mstep: Class 31 contains 4321 members 
Mstep: Class 32 contains 39155 members 
Mstep: Class 33 contains 7740 members 
Mstep: Class 34 contains 13517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150589472.000000 Penalty: 121351.156250
Iteration 53Q: 35 clusters Score -1.505895e+08 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 130999 members 
Mstep: Class 4 contains 172123 members 
Mstep: Class 5 contains 27763 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 19414 members 
Mstep: Class 8 contains 165054 members 
Mstep: Class 9 contains 13348 members 
Mstep: Class 10 contains 17322 members 
Mstep: Class 11 contains 121087 members 
Mstep: Class 12 contains 55955 members 
Mstep: Class 13 contains 6347 members 
Mstep: Class 14 contains 124217 members 
Mstep: Class 15 contains 40042 members 
Mstep: Class 16 contains 36129 members 
Mstep: Class 17 contains 142811 members 
Mstep: Class 18 contains 8042 members 
Mstep: Class 19 contains 16800 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 147900 members 
Mstep: Class 22 contains 34629 members 
Mstep: Class 23 contains 50343 members 
Mstep: Class 24 contains 71105 members 
Mstep: Class 25 contains 8095 members 
Mstep: Class 26 contains 15719 members 
Mstep: Class 27 contains 13288 members 
Mstep: Class 28 contains 165300 members 
Mstep: Class 29 contains 7673 members 
Mstep: Class 30 contains 5869 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 39267 members 
Mstep: Class 33 contains 7697 members 
Mstep: Class 34 contains 13386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150590832.000000 Penalty: 121351.156250
Iteration 54Q: 35 clusters Score -1.505908e+08 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 130940 members 
Mstep: Class 4 contains 172284 members 
Mstep: Class 5 contains 27709 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 19409 members 
Mstep: Class 8 contains 164900 members 
Mstep: Class 9 contains 13332 members 
Mstep: Class 10 contains 17276 members 
Mstep: Class 11 contains 121165 members 
Mstep: Class 12 contains 55851 members 
Mstep: Class 13 contains 6363 members 
Mstep: Class 14 contains 124093 members 
Mstep: Class 15 contains 40020 members 
Mstep: Class 16 contains 36104 members 
Mstep: Class 17 contains 142859 members 
Mstep: Class 18 contains 8043 members 
Mstep: Class 19 contains 17044 members 
Mstep: Class 20 contains 7811 members 
Mstep: Class 21 contains 147994 members 
Mstep: Class 22 contains 34469 members 
Mstep: Class 23 contains 50388 members 
Mstep: Class 24 contains 69383 members 
Mstep: Class 25 contains 8138 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 13293 members 
Mstep: Class 28 contains 165289 members 
Mstep: Class 29 contains 7677 members 
Mstep: Class 30 contains 5868 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 39358 members 
Mstep: Class 33 contains 7641 members 
Mstep: Class 34 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150592848.000000 Penalty: 121351.156250
Iteration 55Q: 35 clusters Score -1.505928e+08 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 130771 members 
Mstep: Class 4 contains 172422 members 
Mstep: Class 5 contains 27649 members 
Mstep: Class 6 contains 9130 members 
Mstep: Class 7 contains 19405 members 
Mstep: Class 8 contains 164707 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 10 contains 17251 members 
Mstep: Class 11 contains 121234 members 
Mstep: Class 12 contains 55784 members 
Mstep: Class 13 contains 6371 members 
Mstep: Class 14 contains 123954 members 
Mstep: Class 15 contains 39978 members 
Mstep: Class 16 contains 36082 members 
Mstep: Class 17 contains 142866 members 
Mstep: Class 18 contains 8044 members 
Mstep: Class 19 contains 17224 members 
Mstep: Class 20 contains 7914 members 
Mstep: Class 21 contains 148105 members 
Mstep: Class 22 contains 34331 members 
Mstep: Class 23 contains 50424 members 
Mstep: Class 24 contains 67922 members 
Mstep: Class 25 contains 8191 members 
Mstep: Class 26 contains 15756 members 
Mstep: Class 27 contains 13296 members 
Mstep: Class 28 contains 165297 members 
Mstep: Class 29 contains 7678 members 
Mstep: Class 30 contains 5862 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 39446 members 
Mstep: Class 33 contains 7592 members 
Mstep: Class 34 contains 13310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150594384.000000 Penalty: 121351.156250
Iteration 56Q: 35 clusters Score -1.505944e+08 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 3585 members 
Mstep: Class 3 contains 130566 members 
Mstep: Class 4 contains 172534 members 
Mstep: Class 5 contains 27604 members 
Mstep: Class 6 contains 9170 members 
Mstep: Class 7 contains 19402 members 
Mstep: Class 8 contains 164383 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 17228 members 
Mstep: Class 11 contains 121295 members 
Mstep: Class 12 contains 55725 members 
Mstep: Class 13 contains 6379 members 
Mstep: Class 14 contains 123879 members 
Mstep: Class 15 contains 39957 members 
Mstep: Class 16 contains 36067 members 
Mstep: Class 17 contains 142891 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 17360 members 
Mstep: Class 20 contains 7952 members 
Mstep: Class 21 contains 148200 members 
Mstep: Class 22 contains 34227 members 
Mstep: Class 23 contains 50458 members 
Mstep: Class 24 contains 66689 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 13297 members 
Mstep: Class 28 contains 165291 members 
Mstep: Class 29 contains 7680 members 
Mstep: Class 30 contains 5853 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 39509 members 
Mstep: Class 33 contains 7552 members 
Mstep: Class 34 contains 13309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150596096.000000 Penalty: 121351.156250
Iteration 57Q: 35 clusters Score -1.505961e+08 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 130339 members 
Mstep: Class 4 contains 172645 members 
Mstep: Class 5 contains 27582 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 19394 members 
Mstep: Class 8 contains 164027 members 
Mstep: Class 9 contains 13233 members 
Mstep: Class 10 contains 17209 members 
Mstep: Class 11 contains 121328 members 
Mstep: Class 12 contains 55692 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 123811 members 
Mstep: Class 15 contains 39942 members 
Mstep: Class 16 contains 36068 members 
Mstep: Class 17 contains 142910 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 17478 members 
Mstep: Class 20 contains 7951 members 
Mstep: Class 21 contains 148180 members 
Mstep: Class 22 contains 34119 members 
Mstep: Class 23 contains 50485 members 
Mstep: Class 24 contains 65716 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 15786 members 
Mstep: Class 27 contains 13302 members 
Mstep: Class 28 contains 165292 members 
Mstep: Class 29 contains 7683 members 
Mstep: Class 30 contains 5850 members 
Mstep: Class 31 contains 4319 members 
Mstep: Class 32 contains 39553 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 13309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150597920.000000 Penalty: 121351.156250
Iteration 58Q: 35 clusters Score -1.505979e+08 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 3506 members 
Mstep: Class 3 contains 130121 members 
Mstep: Class 4 contains 172737 members 
Mstep: Class 5 contains 27545 members 
Mstep: Class 6 contains 9208 members 
Mstep: Class 7 contains 19381 members 
Mstep: Class 8 contains 163692 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 17190 members 
Mstep: Class 11 contains 121350 members 
Mstep: Class 12 contains 55660 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 123749 members 
Mstep: Class 15 contains 39916 members 
Mstep: Class 16 contains 36073 members 
Mstep: Class 17 contains 142937 members 
Mstep: Class 18 contains 8048 members 
Mstep: Class 19 contains 17588 members 
Mstep: Class 20 contains 7938 members 
Mstep: Class 21 contains 148103 members 
Mstep: Class 22 contains 34039 members 
Mstep: Class 23 contains 50513 members 
Mstep: Class 24 contains 64850 members 
Mstep: Class 25 contains 8382 members 
Mstep: Class 26 contains 15794 members 
Mstep: Class 27 contains 13305 members 
Mstep: Class 28 contains 165289 members 
Mstep: Class 29 contains 7684 members 
Mstep: Class 30 contains 5848 members 
Mstep: Class 31 contains 4316 members 
Mstep: Class 32 contains 39598 members 
Mstep: Class 33 contains 7453 members 
Mstep: Class 34 contains 13311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150598800.000000 Penalty: 121351.156250
Iteration 59Q: 35 clusters Score -1.505988e+08 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 3511 members 
Mstep: Class 3 contains 129951 members 
Mstep: Class 4 contains 172835 members 
Mstep: Class 5 contains 27520 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 19382 members 
Mstep: Class 8 contains 163406 members 
Mstep: Class 9 contains 13179 members 
Mstep: Class 10 contains 17167 members 
Mstep: Class 11 contains 121361 members 
Mstep: Class 12 contains 55635 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 123711 members 
Mstep: Class 15 contains 39903 members 
Mstep: Class 16 contains 36075 members 
Mstep: Class 17 contains 142956 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 17675 members 
Mstep: Class 20 contains 7886 members 
Mstep: Class 21 contains 147925 members 
Mstep: Class 22 contains 33940 members 
Mstep: Class 23 contains 50540 members 
Mstep: Class 24 contains 64144 members 
Mstep: Class 25 contains 8450 members 
Mstep: Class 26 contains 15796 members 
Mstep: Class 27 contains 13306 members 
Mstep: Class 28 contains 165290 members 
Mstep: Class 29 contains 7685 members 
Mstep: Class 30 contains 5850 members 
Mstep: Class 31 contains 4317 members 
Mstep: Class 32 contains 39637 members 
Mstep: Class 33 contains 7398 members 
Mstep: Class 34 contains 13313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150602976.000000 Penalty: 121351.156250
Iteration 60F: 35 clusters Score -1.50603e+08 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 3381 members 
Mstep: Class 3 contains 129760 members 
Mstep: Class 4 contains 172909 members 
Mstep: Class 5 contains 27514 members 
Mstep: Class 6 contains 9296 members 
Mstep: Class 7 contains 19381 members 
Mstep: Class 8 contains 163151 members 
Mstep: Class 9 contains 13154 members 
Mstep: Class 10 contains 17141 members 
Mstep: Class 11 contains 121384 members 
Mstep: Class 12 contains 55615 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 123682 members 
Mstep: Class 15 contains 39892 members 
Mstep: Class 16 contains 36066 members 
Mstep: Class 17 contains 142971 members 
Mstep: Class 18 contains 8042 members 
Mstep: Class 19 contains 17583 members 
Mstep: Class 20 contains 8160 members 
Mstep: Class 21 contains 147751 members 
Mstep: Class 22 contains 33867 members 
Mstep: Class 23 contains 50541 members 
Mstep: Class 24 contains 63521 members 
Mstep: Class 25 contains 8520 members 
Mstep: Class 26 contains 15804 members 
Mstep: Class 27 contains 13323 members 
Mstep: Class 28 contains 165277 members 
Mstep: Class 29 contains 7663 members 
Mstep: Class 30 contains 5834 members 
Mstep: Class 31 contains 4407 members 
Mstep: Class 32 contains 39672 members 
Mstep: Class 33 contains 7336 members 
Mstep: Class 34 contains 13311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605952.000000 Penalty: 121351.156250
Iteration 61Q: 35 clusters Score -1.50606e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 129557 members 
Mstep: Class 4 contains 172959 members 
Mstep: Class 5 contains 27487 members 
Mstep: Class 6 contains 9314 members 
Mstep: Class 7 contains 19373 members 
Mstep: Class 8 contains 162859 members 
Mstep: Class 9 contains 13143 members 
Mstep: Class 10 contains 17128 members 
Mstep: Class 11 contains 121443 members 
Mstep: Class 12 contains 55608 members 
Mstep: Class 13 contains 6379 members 
Mstep: Class 14 contains 123643 members 
Mstep: Class 15 contains 39869 members 
Mstep: Class 16 contains 36071 members 
Mstep: Class 17 contains 142985 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 17610 members 
Mstep: Class 20 contains 8135 members 
Mstep: Class 21 contains 147604 members 
Mstep: Class 22 contains 33814 members 
Mstep: Class 23 contains 50529 members 
Mstep: Class 24 contains 63048 members 
Mstep: Class 25 contains 8651 members 
Mstep: Class 26 contains 15797 members 
Mstep: Class 27 contains 13350 members 
Mstep: Class 28 contains 165259 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 5813 members 
Mstep: Class 31 contains 4341 members 
Mstep: Class 32 contains 39698 members 
Mstep: Class 33 contains 7276 members 
Mstep: Class 34 contains 13313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150608000.000000 Penalty: 121351.156250
Iteration 62Q: 35 clusters Score -1.50608e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 129358 members 
Mstep: Class 4 contains 173004 members 
Mstep: Class 5 contains 27425 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 19363 members 
Mstep: Class 8 contains 162578 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 17098 members 
Mstep: Class 11 contains 121470 members 
Mstep: Class 12 contains 55600 members 
Mstep: Class 13 contains 6385 members 
Mstep: Class 14 contains 123598 members 
Mstep: Class 15 contains 39837 members 
Mstep: Class 16 contains 36066 members 
Mstep: Class 17 contains 142962 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 17693 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 21 contains 147472 members 
Mstep: Class 22 contains 33787 members 
Mstep: Class 23 contains 50509 members 
Mstep: Class 24 contains 62639 members 
Mstep: Class 25 contains 8775 members 
Mstep: Class 26 contains 15799 members 
Mstep: Class 27 contains 13375 members 
Mstep: Class 28 contains 165248 members 
Mstep: Class 29 contains 7646 members 
Mstep: Class 30 contains 5793 members 
Mstep: Class 31 contains 4314 members 
Mstep: Class 32 contains 39722 members 
Mstep: Class 33 contains 7217 members 
Mstep: Class 34 contains 13321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150609680.000000 Penalty: 121351.156250
Iteration 63Q: 35 clusters Score -1.506097e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 129168 members 
Mstep: Class 4 contains 173064 members 
Mstep: Class 5 contains 27326 members 
Mstep: Class 6 contains 9384 members 
Mstep: Class 7 contains 19346 members 
Mstep: Class 8 contains 162382 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 121496 members 
Mstep: Class 12 contains 55608 members 
Mstep: Class 13 contains 6392 members 
Mstep: Class 14 contains 123552 members 
Mstep: Class 15 contains 39787 members 
Mstep: Class 16 contains 36065 members 
Mstep: Class 17 contains 142915 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 17860 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 147303 members 
Mstep: Class 22 contains 33743 members 
Mstep: Class 23 contains 50484 members 
Mstep: Class 24 contains 62229 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 15800 members 
Mstep: Class 27 contains 13378 members 
Mstep: Class 28 contains 165236 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 5783 members 
Mstep: Class 31 contains 4305 members 
Mstep: Class 32 contains 39746 members 
Mstep: Class 33 contains 7172 members 
Mstep: Class 34 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150610672.000000 Penalty: 121351.156250
Iteration 64Q: 35 clusters Score -1.506107e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 129032 members 
Mstep: Class 4 contains 173119 members 
Mstep: Class 5 contains 27230 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 19339 members 
Mstep: Class 8 contains 162192 members 
Mstep: Class 9 contains 13049 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 121523 members 
Mstep: Class 12 contains 55603 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 123497 members 
Mstep: Class 15 contains 39750 members 
Mstep: Class 16 contains 36067 members 
Mstep: Class 17 contains 142869 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 147210 members 
Mstep: Class 22 contains 33711 members 
Mstep: Class 23 contains 50445 members 
Mstep: Class 24 contains 61749 members 
Mstep: Class 25 contains 8984 members 
Mstep: Class 26 contains 15797 members 
Mstep: Class 27 contains 13369 members 
Mstep: Class 28 contains 165219 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 5775 members 
Mstep: Class 31 contains 4296 members 
Mstep: Class 32 contains 39761 members 
Mstep: Class 33 contains 7134 members 
Mstep: Class 34 contains 13333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611936.000000 Penalty: 121351.156250
Iteration 65Q: 35 clusters Score -1.506119e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 128906 members 
Mstep: Class 4 contains 173199 members 
Mstep: Class 5 contains 27132 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 19334 members 
Mstep: Class 8 contains 162015 members 
Mstep: Class 9 contains 13010 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 121543 members 
Mstep: Class 12 contains 55585 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 123439 members 
Mstep: Class 15 contains 39730 members 
Mstep: Class 16 contains 36074 members 
Mstep: Class 17 contains 142812 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 18249 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 147065 members 
Mstep: Class 22 contains 33652 members 
Mstep: Class 23 contains 50424 members 
Mstep: Class 24 contains 61305 members 
Mstep: Class 25 contains 9049 members 
Mstep: Class 26 contains 15794 members 
Mstep: Class 27 contains 13365 members 
Mstep: Class 28 contains 165203 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 5766 members 
Mstep: Class 31 contains 4294 members 
Mstep: Class 32 contains 39772 members 
Mstep: Class 33 contains 7103 members 
Mstep: Class 34 contains 13344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150612144.000000 Penalty: 121351.156250
Iteration 66Q: 35 clusters Score -1.506121e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 128754 members 
Mstep: Class 4 contains 173296 members 
Mstep: Class 5 contains 27037 members 
Mstep: Class 6 contains 9597 members 
Mstep: Class 7 contains 19325 members 
Mstep: Class 8 contains 161838 members 
Mstep: Class 9 contains 12963 members 
Mstep: Class 10 contains 17069 members 
Mstep: Class 11 contains 121551 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 123396 members 
Mstep: Class 15 contains 39710 members 
Mstep: Class 16 contains 36073 members 
Mstep: Class 17 contains 142771 members 
Mstep: Class 18 contains 8024 members 
Mstep: Class 19 contains 18403 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 146978 members 
Mstep: Class 22 contains 33564 members 
Mstep: Class 23 contains 50404 members 
Mstep: Class 24 contains 60855 members 
Mstep: Class 25 contains 9131 members 
Mstep: Class 26 contains 15797 members 
Mstep: Class 27 contains 13375 members 
Mstep: Class 28 contains 165192 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 5763 members 
Mstep: Class 31 contains 4294 members 
Mstep: Class 32 contains 39794 members 
Mstep: Class 33 contains 7076 members 
Mstep: Class 34 contains 13362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150612256.000000 Penalty: 121351.156250
Iteration 67Q: 35 clusters Score -1.506123e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 3960 members 
Mstep: Class 3 contains 128618 members 
Mstep: Class 4 contains 173387 members 
Mstep: Class 5 contains 26954 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 161680 members 
Mstep: Class 9 contains 12936 members 
Mstep: Class 10 contains 17078 members 
Mstep: Class 11 contains 121550 members 
Mstep: Class 12 contains 55566 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 123367 members 
Mstep: Class 15 contains 39689 members 
Mstep: Class 16 contains 36078 members 
Mstep: Class 17 contains 142723 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 8178 members 
Mstep: Class 21 contains 146874 members 
Mstep: Class 22 contains 33482 members 
Mstep: Class 23 contains 50377 members 
Mstep: Class 24 contains 60390 members 
Mstep: Class 25 contains 9220 members 
Mstep: Class 26 contains 15801 members 
Mstep: Class 27 contains 13373 members 
Mstep: Class 28 contains 165193 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 5763 members 
Mstep: Class 31 contains 4291 members 
Mstep: Class 32 contains 39813 members 
Mstep: Class 33 contains 7052 members 
Mstep: Class 34 contains 13373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150612208.000000 Penalty: 121351.156250
Iteration 68Q: 35 clusters Score -1.506122e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 128523 members 
Mstep: Class 4 contains 173463 members 
Mstep: Class 5 contains 26877 members 
Mstep: Class 6 contains 9877 members 
Mstep: Class 7 contains 19316 members 
Mstep: Class 8 contains 161562 members 
Mstep: Class 9 contains 12881 members 
Mstep: Class 10 contains 17093 members 
Mstep: Class 11 contains 121558 members 
Mstep: Class 12 contains 55566 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 123349 members 
Mstep: Class 15 contains 39667 members 
Mstep: Class 16 contains 36090 members 
Mstep: Class 17 contains 142682 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 18665 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 146740 members 
Mstep: Class 22 contains 33409 members 
Mstep: Class 23 contains 50352 members 
Mstep: Class 24 contains 59901 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 15810 members 
Mstep: Class 27 contains 13358 members 
Mstep: Class 28 contains 165186 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5761 members 
Mstep: Class 31 contains 4289 members 
Mstep: Class 32 contains 39823 members 
Mstep: Class 33 contains 7028 members 
Mstep: Class 34 contains 13394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150612720.000000 Penalty: 121351.156250
Iteration 69Q: 35 clusters Score -1.506127e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 128484 members 
Mstep: Class 4 contains 173523 members 
Mstep: Class 5 contains 26819 members 
Mstep: Class 6 contains 10068 members 
Mstep: Class 7 contains 19313 members 
Mstep: Class 8 contains 161422 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 121559 members 
Mstep: Class 12 contains 55567 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 123345 members 
Mstep: Class 15 contains 39626 members 
Mstep: Class 16 contains 36102 members 
Mstep: Class 17 contains 142641 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 18752 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 146580 members 
Mstep: Class 22 contains 33350 members 
Mstep: Class 23 contains 50339 members 
Mstep: Class 24 contains 59448 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 15823 members 
Mstep: Class 27 contains 13348 members 
Mstep: Class 28 contains 165174 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5760 members 
Mstep: Class 31 contains 4285 members 
Mstep: Class 32 contains 39836 members 
Mstep: Class 33 contains 7010 members 
Mstep: Class 34 contains 13415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150613152.000000 Penalty: 121351.156250
Iteration 70Q: 35 clusters Score -1.506132e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 3 contains 128481 members 
Mstep: Class 4 contains 173591 members 
Mstep: Class 5 contains 26763 members 
Mstep: Class 6 contains 10296 members 
Mstep: Class 7 contains 19315 members 
Mstep: Class 8 contains 161272 members 
Mstep: Class 9 contains 12789 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 121551 members 
Mstep: Class 12 contains 55571 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 123337 members 
Mstep: Class 15 contains 39600 members 
Mstep: Class 16 contains 36121 members 
Mstep: Class 17 contains 142601 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 18825 members 
Mstep: Class 20 contains 8319 members 
Mstep: Class 21 contains 146392 members 
Mstep: Class 22 contains 33287 members 
Mstep: Class 23 contains 50334 members 
Mstep: Class 24 contains 58977 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 15831 members 
Mstep: Class 27 contains 13339 members 
Mstep: Class 28 contains 165160 members 
Mstep: Class 29 contains 7634 members 
Mstep: Class 30 contains 5758 members 
Mstep: Class 31 contains 4281 members 
Mstep: Class 32 contains 39841 members 
Mstep: Class 33 contains 6991 members 
Mstep: Class 34 contains 13440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150613216.000000 Penalty: 121351.156250
Iteration 71Q: 35 clusters Score -1.506132e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 128519 members 
Mstep: Class 4 contains 173650 members 
Mstep: Class 5 contains 26732 members 
Mstep: Class 6 contains 10514 members 
Mstep: Class 7 contains 19318 members 
Mstep: Class 8 contains 161084 members 
Mstep: Class 9 contains 12727 members 
Mstep: Class 10 contains 17148 members 
Mstep: Class 11 contains 121535 members 
Mstep: Class 12 contains 55569 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 123333 members 
Mstep: Class 15 contains 39570 members 
Mstep: Class 16 contains 36134 members 
Mstep: Class 17 contains 142575 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 18874 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 146198 members 
Mstep: Class 22 contains 33226 members 
Mstep: Class 23 contains 50329 members 
Mstep: Class 24 contains 58589 members 
Mstep: Class 25 contains 9600 members 
Mstep: Class 26 contains 15834 members 
Mstep: Class 27 contains 13328 members 
Mstep: Class 28 contains 165151 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4278 members 
Mstep: Class 32 contains 39849 members 
Mstep: Class 33 contains 6980 members 
Mstep: Class 34 contains 13463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614272.000000 Penalty: 121351.156250
Iteration 72Q: 35 clusters Score -1.506143e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 128591 members 
Mstep: Class 4 contains 173689 members 
Mstep: Class 5 contains 26711 members 
Mstep: Class 6 contains 10780 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 160841 members 
Mstep: Class 9 contains 12673 members 
Mstep: Class 10 contains 17179 members 
Mstep: Class 11 contains 121528 members 
Mstep: Class 12 contains 55575 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 123325 members 
Mstep: Class 15 contains 39547 members 
Mstep: Class 16 contains 36137 members 
Mstep: Class 17 contains 142536 members 
Mstep: Class 18 contains 8028 members 
Mstep: Class 19 contains 18918 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 145932 members 
Mstep: Class 22 contains 33180 members 
Mstep: Class 23 contains 50320 members 
Mstep: Class 24 contains 58285 members 
Mstep: Class 25 contains 9687 members 
Mstep: Class 26 contains 15833 members 
Mstep: Class 27 contains 13316 members 
Mstep: Class 28 contains 165157 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4275 members 
Mstep: Class 32 contains 39855 members 
Mstep: Class 33 contains 6969 members 
Mstep: Class 34 contains 13473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150615360.000000 Penalty: 121351.156250
Iteration 73Q: 35 clusters Score -1.506154e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 128723 members 
Mstep: Class 4 contains 173722 members 
Mstep: Class 5 contains 26688 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 19318 members 
Mstep: Class 8 contains 160580 members 
Mstep: Class 9 contains 12595 members 
Mstep: Class 10 contains 17211 members 
Mstep: Class 11 contains 121515 members 
Mstep: Class 12 contains 55576 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123328 members 
Mstep: Class 15 contains 39528 members 
Mstep: Class 16 contains 36145 members 
Mstep: Class 17 contains 142506 members 
Mstep: Class 18 contains 8031 members 
Mstep: Class 19 contains 18967 members 
Mstep: Class 20 contains 8461 members 
Mstep: Class 21 contains 145590 members 
Mstep: Class 22 contains 33141 members 
Mstep: Class 23 contains 50300 members 
Mstep: Class 24 contains 58020 members 
Mstep: Class 25 contains 9795 members 
Mstep: Class 26 contains 15824 members 
Mstep: Class 27 contains 13310 members 
Mstep: Class 28 contains 165156 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4273 members 
Mstep: Class 32 contains 39862 members 
Mstep: Class 33 contains 6961 members 
Mstep: Class 34 contains 13480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150615968.000000 Penalty: 121351.156250
Iteration 74Q: 35 clusters Score -1.50616e+08 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 128878 members 
Mstep: Class 4 contains 173744 members 
Mstep: Class 5 contains 26674 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 160190 members 
Mstep: Class 9 contains 12492 members 
Mstep: Class 10 contains 17255 members 
Mstep: Class 11 contains 121517 members 
Mstep: Class 12 contains 55572 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 123331 members 
Mstep: Class 15 contains 39504 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142481 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19001 members 
Mstep: Class 20 contains 8507 members 
Mstep: Class 21 contains 145180 members 
Mstep: Class 22 contains 33112 members 
Mstep: Class 23 contains 50284 members 
Mstep: Class 24 contains 57823 members 
Mstep: Class 25 contains 9940 members 
Mstep: Class 26 contains 15822 members 
Mstep: Class 27 contains 13296 members 
Mstep: Class 28 contains 165154 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5757 members 
Mstep: Class 31 contains 4270 members 
Mstep: Class 32 contains 39872 members 
Mstep: Class 33 contains 6952 members 
Mstep: Class 34 contains 13489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150616080.000000 Penalty: 121351.156250
Iteration 75Q: 35 clusters Score -1.506161e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 129074 members 
Mstep: Class 4 contains 173768 members 
Mstep: Class 5 contains 26662 members 
Mstep: Class 6 contains 11933 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 159796 members 
Mstep: Class 9 contains 12406 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 121511 members 
Mstep: Class 12 contains 55570 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 123337 members 
Mstep: Class 15 contains 39490 members 
Mstep: Class 16 contains 36154 members 
Mstep: Class 17 contains 142456 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19015 members 
Mstep: Class 20 contains 8527 members 
Mstep: Class 21 contains 144737 members 
Mstep: Class 22 contains 33084 members 
Mstep: Class 23 contains 50285 members 
Mstep: Class 24 contains 57606 members 
Mstep: Class 25 contains 10054 members 
Mstep: Class 26 contains 15814 members 
Mstep: Class 27 contains 13292 members 
Mstep: Class 28 contains 165156 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4268 members 
Mstep: Class 32 contains 39880 members 
Mstep: Class 33 contains 6946 members 
Mstep: Class 34 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150617168.000000 Penalty: 121351.156250
Iteration 76Q: 35 clusters Score -1.506172e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 129248 members 
Mstep: Class 4 contains 173783 members 
Mstep: Class 5 contains 26661 members 
Mstep: Class 6 contains 12503 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 159242 members 
Mstep: Class 9 contains 12320 members 
Mstep: Class 10 contains 17340 members 
Mstep: Class 11 contains 121517 members 
Mstep: Class 12 contains 55564 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39483 members 
Mstep: Class 16 contains 36152 members 
Mstep: Class 17 contains 142435 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19041 members 
Mstep: Class 20 contains 8548 members 
Mstep: Class 21 contains 144223 members 
Mstep: Class 22 contains 33068 members 
Mstep: Class 23 contains 50265 members 
Mstep: Class 24 contains 57553 members 
Mstep: Class 25 contains 10188 members 
Mstep: Class 26 contains 15804 members 
Mstep: Class 27 contains 13283 members 
Mstep: Class 28 contains 165153 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4264 members 
Mstep: Class 32 contains 39893 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 13502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150618912.000000 Penalty: 121351.156250
Iteration 77Q: 35 clusters Score -1.506189e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 129421 members 
Mstep: Class 4 contains 173797 members 
Mstep: Class 5 contains 26656 members 
Mstep: Class 6 contains 13108 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 158564 members 
Mstep: Class 9 contains 12214 members 
Mstep: Class 10 contains 17372 members 
Mstep: Class 11 contains 121516 members 
Mstep: Class 12 contains 55562 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 123335 members 
Mstep: Class 15 contains 39470 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19059 members 
Mstep: Class 20 contains 8564 members 
Mstep: Class 21 contains 143646 members 
Mstep: Class 22 contains 33053 members 
Mstep: Class 23 contains 50262 members 
Mstep: Class 24 contains 57751 members 
Mstep: Class 25 contains 10326 members 
Mstep: Class 26 contains 15794 members 
Mstep: Class 27 contains 13278 members 
Mstep: Class 28 contains 165150 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4261 members 
Mstep: Class 32 contains 39899 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 13506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150620496.000000 Penalty: 121351.156250
Iteration 78Q: 35 clusters Score -1.506205e+08 nChanged 5347
Entering ConstructFrom: 
Score: -150620496.000000 Penalty: 121351.156250
Entering ConstructFrom: 
Trying to split cluster 1 (97115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Entering Unmasked Estep 
Score: -10226287.000000 Penalty: 2847.945557
	Iteration 0F: 2 clusters Score -1.022629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -10164938.000000 Penalty: 5695.891113
	Iteration 0F: 3 clusters Score -1.016494e+07 nChanged 46033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -10191108.000000 Penalty: 5695.891113
	Iteration 1F: 3 clusters Score -1.019111e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -10191807.000000 Penalty: 5695.891113
	Iteration 2Q: 3 clusters Score -1.019181e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -10192439.000000 Penalty: 5695.891113
	Iteration 3Q: 3 clusters Score -1.019244e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -10193044.000000 Penalty: 5695.891113
	Iteration 4Q: 3 clusters Score -1.019304e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -10193946.000000 Penalty: 5695.891113
	Iteration 5Q: 3 clusters Score -1.019395e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -10195103.000000 Penalty: 5695.891113
	Iteration 6Q: 3 clusters Score -1.01951e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -10196464.000000 Penalty: 5695.891113
	Iteration 7Q: 3 clusters Score -1.019646e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -10198575.000000 Penalty: 5695.891113
	Iteration 8F: 3 clusters Score -1.019858e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -10201872.000000 Penalty: 5695.891113
	Iteration 9F: 3 clusters Score -1.020187e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -10205857.000000 Penalty: 5695.891113
	Iteration 10F: 3 clusters Score -1.020586e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -10210400.000000 Penalty: 5695.891113
	Iteration 11F: 3 clusters Score -1.02104e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -10214938.000000 Penalty: 5695.891113
	Iteration 12F: 3 clusters Score -1.021494e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -10218503.000000 Penalty: 5695.891113
	Iteration 13Q: 3 clusters Score -1.02185e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -10221024.000000 Penalty: 5695.891113
	Iteration 14Q: 3 clusters Score -1.022102e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10222502.000000 Penalty: 5695.891113
	Iteration 15Q: 3 clusters Score -1.02225e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10223159.000000 Penalty: 5695.891113
	Iteration 16Q: 3 clusters Score -1.022316e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10223469.000000 Penalty: 5695.891113
	Iteration 17Q: 3 clusters Score -1.022347e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10223606.000000 Penalty: 5695.891113
	Iteration 18Q: 3 clusters Score -1.022361e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10223700.000000 Penalty: 5695.891113
	Iteration 19Q: 3 clusters Score -1.02237e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10223762.000000 Penalty: 5695.891113
	Iteration 20F: 3 clusters Score -1.022376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10223809.000000 Penalty: 5695.891113
	Iteration 21Q: 3 clusters Score -1.022381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10223838.000000 Penalty: 5695.891113
	Iteration 22Q: 3 clusters Score -1.022384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10223859.000000 Penalty: 5695.891113
	Iteration 23Q: 3 clusters Score -1.022386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10223867.000000 Penalty: 5695.891113
	Iteration 24Q: 3 clusters Score -1.022387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10223869.000000 Penalty: 5695.891113
	Iteration 25Q: 3 clusters Score -1.022387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10223882.000000 Penalty: 5695.891113
	Iteration 26Q: 3 clusters Score -1.022388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10223885.000000 Penalty: 5695.891113
	Iteration 27Q: 3 clusters Score -1.022388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10223885.000000 Penalty: 5695.891113
	Iteration 28Q: 3 clusters Score -1.022388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10223888.000000 Penalty: 5695.891113
	Iteration 29Q: 3 clusters Score -1.022389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10223898.000000 Penalty: 5695.891113
	Iteration 30Q: 3 clusters Score -1.02239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10223907.000000 Penalty: 5695.891113
	Iteration 31Q: 3 clusters Score -1.022391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10223908.000000 Penalty: 5695.891113
	Iteration 32Q: 3 clusters Score -1.022391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10223908.000000 Penalty: 5695.891113
	Iteration 33F: 3 clusters Score -1.022391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -230904.625000 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -230904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -227151.234375 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -227151.2 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -228567.843750 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -228567.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -229435.875000 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -229435.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -230365.546875 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -230365.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -231240.265625 Penalty: 4114.963379
	Iteration 4F: 3 clusters Score -231240.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -231854.859375 Penalty: 4114.963379
	Iteration 5F: 3 clusters Score -231854.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -232258.921875 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -232258.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -232520.578125 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -232520.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -232697.187500 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -232697.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -232858.859375 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -232858.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -233013.046875 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -233013 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -233219.343750 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -233219.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -233367.640625 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -233367.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -233416.234375 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -233416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -233433.046875 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -233433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -233444.656250 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -233444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -233447.343750 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -233447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -233449.968750 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -233450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -233451.156250 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -233451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -233451.640625 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -233451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -233451.640625 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -233451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 129670 members 
Mstep: Class 4 contains 173810 members 
Mstep: Class 5 contains 26656 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 12108 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Entering Unmasked Estep 
Score: -150622528.000000 Penalty: 124920.312500
Splitting cluster 2 changes total score from -150620496.000000 to -150622528.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (129670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129670 members 
Entering Unmasked Estep 
Score: -12791025.000000 Penalty: 2919.641602
	Iteration 0F: 2 clusters Score -1.279102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -12705749.000000 Penalty: 5839.283203
	Iteration 0F: 3 clusters Score -1.270575e+07 nChanged 61569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -12741553.000000 Penalty: 5839.283203
	Iteration 1F: 3 clusters Score -1.274155e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -12743257.000000 Penalty: 5839.283203
	Iteration 2Q: 3 clusters Score -1.274326e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -12745957.000000 Penalty: 5839.283203
	Iteration 3Q: 3 clusters Score -1.274596e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -12750184.000000 Penalty: 5839.283203
	Iteration 4F: 3 clusters Score -1.275018e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -12756544.000000 Penalty: 5839.283203
	Iteration 5F: 3 clusters Score -1.275654e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -12764824.000000 Penalty: 5839.283203
	Iteration 6F: 3 clusters Score -1.276482e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106024 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -12773127.000000 Penalty: 5839.283203
	Iteration 7F: 3 clusters Score -1.277313e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112845 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -12779762.000000 Penalty: 5839.283203
	Iteration 8F: 3 clusters Score -1.277976e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -12784123.000000 Penalty: 5839.283203
	Iteration 9Q: 3 clusters Score -1.278412e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -12786932.000000 Penalty: 5839.283203
	Iteration 10Q: 3 clusters Score -1.278693e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -12788579.000000 Penalty: 5839.283203
	Iteration 11Q: 3 clusters Score -1.278858e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -12789583.000000 Penalty: 5839.283203
	Iteration 12Q: 3 clusters Score -1.278958e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -12790112.000000 Penalty: 5839.283203
	Iteration 13Q: 3 clusters Score -1.279011e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -12790438.000000 Penalty: 5839.283203
	Iteration 14Q: 3 clusters Score -1.279044e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -12790650.000000 Penalty: 5839.283203
	Iteration 15Q: 3 clusters Score -1.279065e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -12790769.000000 Penalty: 5839.283203
	Iteration 16Q: 3 clusters Score -1.279077e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124855 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -12790882.000000 Penalty: 5839.283203
	Iteration 17Q: 3 clusters Score -1.279088e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -12790951.000000 Penalty: 5839.283203
	Iteration 18Q: 3 clusters Score -1.279095e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -12790986.000000 Penalty: 5839.283203
	Iteration 19Q: 3 clusters Score -1.279099e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -12791037.000000 Penalty: 5839.283203
	Iteration 20F: 3 clusters Score -1.279104e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -12791060.000000 Penalty: 5839.283203
	Iteration 21Q: 3 clusters Score -1.279106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -12791107.000000 Penalty: 5839.283203
	Iteration 22Q: 3 clusters Score -1.279111e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -12791132.000000 Penalty: 5839.283203
	Iteration 23Q: 3 clusters Score -1.279113e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -12791127.000000 Penalty: 5839.283203
	Iteration 24Q: 3 clusters Score -1.279113e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -12791122.000000 Penalty: 5839.283203
	Iteration 25Q: 3 clusters Score -1.279112e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125165 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -12791154.000000 Penalty: 5839.283203
	Iteration 26Q: 3 clusters Score -1.279115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -12791168.000000 Penalty: 5839.283203
	Iteration 27Q: 3 clusters Score -1.279117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -12791163.000000 Penalty: 5839.283203
	Iteration 28Q: 3 clusters Score -1.279116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125189 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -12791172.000000 Penalty: 5839.283203
	Iteration 29Q: 3 clusters Score -1.279117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -12791190.000000 Penalty: 5839.283203
	Iteration 30Q: 3 clusters Score -1.279119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -12791205.000000 Penalty: 5839.283203
	Iteration 31Q: 3 clusters Score -1.27912e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125173 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -12791220.000000 Penalty: 5839.283203
	Iteration 32Q: 3 clusters Score -1.279122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125180 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -12791207.000000 Penalty: 5839.283203
	Iteration 33Q: 3 clusters Score -1.279121e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -12791209.000000 Penalty: 5839.283203
	Iteration 34Q: 3 clusters Score -1.279121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -12791230.000000 Penalty: 5839.283203
	Iteration 35Q: 3 clusters Score -1.279123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -12791246.000000 Penalty: 5839.283203
	Iteration 36Q: 3 clusters Score -1.279125e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125201 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -12791254.000000 Penalty: 5839.283203
	Iteration 37Q: 3 clusters Score -1.279125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125211 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -12791255.000000 Penalty: 5839.283203
	Iteration 38Q: 3 clusters Score -1.279126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125224 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -12791266.000000 Penalty: 5839.283203
	Iteration 39Q: 3 clusters Score -1.279127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -12791259.000000 Penalty: 5839.283203
	Iteration 40F: 3 clusters Score -1.279126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -12791281.000000 Penalty: 5839.283203
	Iteration 41Q: 3 clusters Score -1.279128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -12791279.000000 Penalty: 5839.283203
	Iteration 42Q: 3 clusters Score -1.279128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -12791272.000000 Penalty: 5839.283203
	Iteration 43Q: 3 clusters Score -1.279127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -12791284.000000 Penalty: 5839.283203
	Iteration 44Q: 3 clusters Score -1.279128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -12791281.000000 Penalty: 5839.283203
	Iteration 45Q: 3 clusters Score -1.279128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -12791274.000000 Penalty: 5839.283203
	Iteration 46Q: 3 clusters Score -1.279127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -12791279.000000 Penalty: 5839.283203
	Iteration 47Q: 3 clusters Score -1.279128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -12791276.000000 Penalty: 5839.283203
	Iteration 48Q: 3 clusters Score -1.279128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -12791270.000000 Penalty: 5839.283203
	Iteration 49Q: 3 clusters Score -1.279127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125261 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -12791275.000000 Penalty: 5839.283203
	Iteration 50Q: 3 clusters Score -1.279128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -12791288.000000 Penalty: 5839.283203
	Iteration 51Q: 3 clusters Score -1.279129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -12791297.000000 Penalty: 5839.283203
	Iteration 52Q: 3 clusters Score -1.27913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -12791292.000000 Penalty: 5839.283203
	Iteration 53Q: 3 clusters Score -1.279129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -12791295.000000 Penalty: 5839.283203
	Iteration 54Q: 3 clusters Score -1.27913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -12791297.000000 Penalty: 5839.283203
	Iteration 55Q: 3 clusters Score -1.27913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125249 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -12791316.000000 Penalty: 5839.283203
	Iteration 56Q: 3 clusters Score -1.279132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125248 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -12791318.000000 Penalty: 5839.283203
	Iteration 57Q: 3 clusters Score -1.279132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -12791312.000000 Penalty: 5839.283203
	Iteration 58Q: 3 clusters Score -1.279131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -12791315.000000 Penalty: 5839.283203
	Iteration 59Q: 3 clusters Score -1.279132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -12791308.000000 Penalty: 5839.283203
	Iteration 60F: 3 clusters Score -1.279131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 173810 members 
Mstep: Class 5 contains 26656 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 12108 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Entering Unmasked Estep 
Score: -150622304.000000 Penalty: 128489.460938
Splitting cluster 3 changes total score from -150620496.000000 to -150622304.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (173810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173810 members 
Entering Unmasked Estep 
Score: -14259997.000000 Penalty: 2992.298096
	Iteration 0F: 2 clusters Score -1.426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -14143929.000000 Penalty: 5984.596191
	Iteration 0F: 3 clusters Score -1.414393e+07 nChanged 83259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -14193237.000000 Penalty: 5984.596191
	Iteration 1F: 3 clusters Score -1.419324e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 93969 members 
Entering Unmasked Estep 
Score: -14196556.000000 Penalty: 5984.596191
	Iteration 2Q: 3 clusters Score -1.419656e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -14201619.000000 Penalty: 5984.596191
	Iteration 3F: 3 clusters Score -1.420162e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -14208357.000000 Penalty: 5984.596191
	Iteration 4F: 3 clusters Score -1.420836e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 115789 members 
Entering Unmasked Estep 
Score: -14216487.000000 Penalty: 5984.596191
	Iteration 5F: 3 clusters Score -1.421649e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -14225866.000000 Penalty: 5984.596191
	Iteration 6F: 3 clusters Score -1.422587e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -14236614.000000 Penalty: 5984.596191
	Iteration 7F: 3 clusters Score -1.423661e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -14247224.000000 Penalty: 5984.596191
	Iteration 8F: 3 clusters Score -1.424722e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -14254293.000000 Penalty: 5984.596191
	Iteration 9Q: 3 clusters Score -1.425429e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -14258085.000000 Penalty: 5984.596191
	Iteration 10Q: 3 clusters Score -1.425808e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 160542 members 
Entering Unmasked Estep 
Score: -14259965.000000 Penalty: 5984.596191
	Iteration 11Q: 3 clusters Score -1.425996e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -14260926.000000 Penalty: 5984.596191
	Iteration 12Q: 3 clusters Score -1.426093e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -14261503.000000 Penalty: 5984.596191
	Iteration 13Q: 3 clusters Score -1.42615e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -14261811.000000 Penalty: 5984.596191
	Iteration 14Q: 3 clusters Score -1.426181e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -14262077.000000 Penalty: 5984.596191
	Iteration 15Q: 3 clusters Score -1.426208e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 165418 members 
Entering Unmasked Estep 
Score: -14262179.000000 Penalty: 5984.596191
	Iteration 16Q: 3 clusters Score -1.426218e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -14262309.000000 Penalty: 5984.596191
	Iteration 17Q: 3 clusters Score -1.426231e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 166061 members 
Entering Unmasked Estep 
Score: -14262378.000000 Penalty: 5984.596191
	Iteration 18Q: 3 clusters Score -1.426238e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 166269 members 
Entering Unmasked Estep 
Score: -14262410.000000 Penalty: 5984.596191
	Iteration 19Q: 3 clusters Score -1.426241e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -14262434.000000 Penalty: 5984.596191
	Iteration 20F: 3 clusters Score -1.426243e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -14262431.000000 Penalty: 5984.596191
	Iteration 21Q: 3 clusters Score -1.426243e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -14262437.000000 Penalty: 5984.596191
	Iteration 22Q: 3 clusters Score -1.426244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -14262465.000000 Penalty: 5984.596191
	Iteration 23Q: 3 clusters Score -1.426246e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -14262456.000000 Penalty: 5984.596191
	Iteration 24Q: 3 clusters Score -1.426246e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 166900 members 
Entering Unmasked Estep 
Score: -14262451.000000 Penalty: 5984.596191
	Iteration 25Q: 3 clusters Score -1.426245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 166942 members 
Entering Unmasked Estep 
Score: -14262467.000000 Penalty: 5984.596191
	Iteration 26Q: 3 clusters Score -1.426247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 166983 members 
Entering Unmasked Estep 
Score: -14262471.000000 Penalty: 5984.596191
	Iteration 27Q: 3 clusters Score -1.426247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -14262485.000000 Penalty: 5984.596191
	Iteration 28Q: 3 clusters Score -1.426248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 167037 members 
Entering Unmasked Estep 
Score: -14262484.000000 Penalty: 5984.596191
	Iteration 29Q: 3 clusters Score -1.426248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -14262486.000000 Penalty: 5984.596191
	Iteration 30Q: 3 clusters Score -1.426249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -14262489.000000 Penalty: 5984.596191
	Iteration 31Q: 3 clusters Score -1.426249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -14262496.000000 Penalty: 5984.596191
	Iteration 32Q: 3 clusters Score -1.42625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -14262499.000000 Penalty: 5984.596191
	Iteration 33Q: 3 clusters Score -1.42625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -14262495.000000 Penalty: 5984.596191
	Iteration 34Q: 3 clusters Score -1.42625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -14262495.000000 Penalty: 5984.596191
	Iteration 35Q: 3 clusters Score -1.42625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -14262493.000000 Penalty: 5984.596191
	Iteration 36Q: 3 clusters Score -1.426249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 167130 members 
Entering Unmasked Estep 
Score: -14262495.000000 Penalty: 5984.596191
	Iteration 37Q: 3 clusters Score -1.42625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -14262502.000000 Penalty: 5984.596191
	Iteration 38Q: 3 clusters Score -1.42625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -14262498.000000 Penalty: 5984.596191
	Iteration 39Q: 3 clusters Score -1.42625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 167136 members 
Entering Unmasked Estep 
Score: -14262496.000000 Penalty: 5984.596191
	Iteration 40F: 3 clusters Score -1.42625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 26656 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 12108 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Entering Unmasked Estep 
Score: -150623648.000000 Penalty: 132058.609375
Splitting cluster 4 changes total score from -150620496.000000 to -150623648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (26656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Entering Unmasked Estep 
Score: -2029290.875000 Penalty: 2527.310791
	Iteration 0F: 2 clusters Score -2029291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2010838.500000 Penalty: 5054.621582
	Iteration 0F: 3 clusters Score -2010838 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2017590.875000 Penalty: 5054.621582
	Iteration 1F: 3 clusters Score -2017591 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2018479.750000 Penalty: 5054.621582
	Iteration 2F: 3 clusters Score -2018480 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2019642.125000 Penalty: 5054.621582
	Iteration 3F: 3 clusters Score -2019642 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2021106.125000 Penalty: 5054.621582
	Iteration 4F: 3 clusters Score -2021106 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2022615.500000 Penalty: 5054.621582
	Iteration 5F: 3 clusters Score -2022616 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2024194.875000 Penalty: 5054.621582
	Iteration 6F: 3 clusters Score -2024195 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2025948.250000 Penalty: 5054.621582
	Iteration 7F: 3 clusters Score -2025948 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2027358.875000 Penalty: 5054.621582
	Iteration 8F: 3 clusters Score -2027359 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2028484.375000 Penalty: 5054.621582
	Iteration 9Q: 3 clusters Score -2028484 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2029696.500000 Penalty: 5054.621582
	Iteration 10Q: 3 clusters Score -2029696 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2030986.875000 Penalty: 5054.621582
	Iteration 11Q: 3 clusters Score -2030987 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2032168.750000 Penalty: 5054.621582
	Iteration 12Q: 3 clusters Score -2032169 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2032900.750000 Penalty: 5054.621582
	Iteration 13Q: 3 clusters Score -2032901 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2033282.750000 Penalty: 5054.621582
	Iteration 14Q: 3 clusters Score -2033283 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2033428.125000 Penalty: 5054.621582
	Iteration 15Q: 3 clusters Score -2033428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2033467.500000 Penalty: 5054.621582
	Iteration 16Q: 3 clusters Score -2033468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2033483.875000 Penalty: 5054.621582
	Iteration 17Q: 3 clusters Score -2033484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2033491.875000 Penalty: 5054.621582
	Iteration 18Q: 3 clusters Score -2033492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2033491.125000 Penalty: 5054.621582
	Iteration 19Q: 3 clusters Score -2033491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2033505.250000 Penalty: 5054.621582
	Iteration 20F: 3 clusters Score -2033505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2033509.000000 Penalty: 5054.621582
	Iteration 21Q: 3 clusters Score -2033509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2033512.750000 Penalty: 5054.621582
	Iteration 22Q: 3 clusters Score -2033513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2033524.625000 Penalty: 5054.621582
	Iteration 23Q: 3 clusters Score -2033525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2033522.125000 Penalty: 5054.621582
	Iteration 24Q: 3 clusters Score -2033522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2033530.625000 Penalty: 5054.621582
	Iteration 25Q: 3 clusters Score -2033531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2033537.000000 Penalty: 5054.621582
	Iteration 26Q: 3 clusters Score -2033537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2033551.375000 Penalty: 5054.621582
	Iteration 27Q: 3 clusters Score -2033551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2033549.375000 Penalty: 5054.621582
	Iteration 28Q: 3 clusters Score -2033549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2033555.250000 Penalty: 5054.621582
	Iteration 29Q: 3 clusters Score -2033555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2033556.000000 Penalty: 5054.621582
	Iteration 30Q: 3 clusters Score -2033556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2033561.000000 Penalty: 5054.621582
	Iteration 31Q: 3 clusters Score -2033561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2033558.000000 Penalty: 5054.621582
	Iteration 32Q: 3 clusters Score -2033558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2033562.250000 Penalty: 5054.621582
	Iteration 33Q: 3 clusters Score -2033562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2033557.875000 Penalty: 5054.621582
	Iteration 34Q: 3 clusters Score -2033558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2033564.000000 Penalty: 5054.621582
	Iteration 35Q: 3 clusters Score -2033564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2033561.500000 Penalty: 5054.621582
	Iteration 36Q: 3 clusters Score -2033562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2033560.000000 Penalty: 5054.621582
	Iteration 37Q: 3 clusters Score -2033560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2033560.375000 Penalty: 5054.621582
	Iteration 38Q: 3 clusters Score -2033560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2033560.375000 Penalty: 5054.621582
	Iteration 39F: 3 clusters Score -2033560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 12108 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Entering Unmasked Estep 
Score: -150628000.000000 Penalty: 135627.765625
Splitting cluster 5 changes total score from -150620496.000000 to -150628000.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (13747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Entering Unmasked Estep 
Score: -1359630.000000 Penalty: 2363.086914
	Iteration 0F: 2 clusters Score -1359630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1349452.875000 Penalty: 4726.173828
	Iteration 0F: 3 clusters Score -1349453 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1352809.250000 Penalty: 4726.173828
	Iteration 1F: 3 clusters Score -1352809 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1353425.125000 Penalty: 4726.173828
	Iteration 2F: 3 clusters Score -1353425 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1354049.500000 Penalty: 4726.173828
	Iteration 3F: 3 clusters Score -1354050 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1354821.000000 Penalty: 4726.173828
	Iteration 4F: 3 clusters Score -1354821 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1355652.375000 Penalty: 4726.173828
	Iteration 5F: 3 clusters Score -1355652 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1356383.875000 Penalty: 4726.173828
	Iteration 6F: 3 clusters Score -1356384 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1356947.500000 Penalty: 4726.173828
	Iteration 7F: 3 clusters Score -1356948 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1357361.750000 Penalty: 4726.173828
	Iteration 8Q: 3 clusters Score -1357362 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1357621.500000 Penalty: 4726.173828
	Iteration 9Q: 3 clusters Score -1357622 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1357804.125000 Penalty: 4726.173828
	Iteration 10Q: 3 clusters Score -1357804 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1357903.750000 Penalty: 4726.173828
	Iteration 11Q: 3 clusters Score -1357904 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1357961.625000 Penalty: 4726.173828
	Iteration 12Q: 3 clusters Score -1357962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1357991.875000 Penalty: 4726.173828
	Iteration 13Q: 3 clusters Score -1357992 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1358008.625000 Penalty: 4726.173828
	Iteration 14Q: 3 clusters Score -1358009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1358018.000000 Penalty: 4726.173828
	Iteration 15Q: 3 clusters Score -1358018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1358027.500000 Penalty: 4726.173828
	Iteration 16Q: 3 clusters Score -1358028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1358034.250000 Penalty: 4726.173828
	Iteration 17Q: 3 clusters Score -1358034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1358043.375000 Penalty: 4726.173828
	Iteration 18Q: 3 clusters Score -1358043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1358049.125000 Penalty: 4726.173828
	Iteration 19Q: 3 clusters Score -1358049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1358059.250000 Penalty: 4726.173828
	Iteration 20F: 3 clusters Score -1358059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1358070.875000 Penalty: 4726.173828
	Iteration 21Q: 3 clusters Score -1358071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1358084.500000 Penalty: 4726.173828
	Iteration 22Q: 3 clusters Score -1358084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1358091.125000 Penalty: 4726.173828
	Iteration 23Q: 3 clusters Score -1358091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1358100.875000 Penalty: 4726.173828
	Iteration 24Q: 3 clusters Score -1358101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1358103.875000 Penalty: 4726.173828
	Iteration 25Q: 3 clusters Score -1358104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1358106.250000 Penalty: 4726.173828
	Iteration 26Q: 3 clusters Score -1358106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1358114.000000 Penalty: 4726.173828
	Iteration 27Q: 3 clusters Score -1358114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1358124.125000 Penalty: 4726.173828
	Iteration 28Q: 3 clusters Score -1358124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1358130.250000 Penalty: 4726.173828
	Iteration 29Q: 3 clusters Score -1358130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1358137.000000 Penalty: 4726.173828
	Iteration 30Q: 3 clusters Score -1358137 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1358149.625000 Penalty: 4726.173828
	Iteration 31Q: 3 clusters Score -1358150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1358157.750000 Penalty: 4726.173828
	Iteration 32Q: 3 clusters Score -1358158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1358162.000000 Penalty: 4726.173828
	Iteration 33Q: 3 clusters Score -1358162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1358167.625000 Penalty: 4726.173828
	Iteration 34Q: 3 clusters Score -1358168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1358185.000000 Penalty: 4726.173828
	Iteration 35Q: 3 clusters Score -1358185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1358193.375000 Penalty: 4726.173828
	Iteration 36Q: 3 clusters Score -1358193 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1358205.000000 Penalty: 4726.173828
	Iteration 37Q: 3 clusters Score -1358205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1358217.000000 Penalty: 4726.173828
	Iteration 38Q: 3 clusters Score -1358217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1358230.500000 Penalty: 4726.173828
	Iteration 39Q: 3 clusters Score -1358230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1358247.500000 Penalty: 4726.173828
	Iteration 40F: 3 clusters Score -1358248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1358265.875000 Penalty: 4726.173828
	Iteration 41Q: 3 clusters Score -1358266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1358279.375000 Penalty: 4726.173828
	Iteration 42Q: 3 clusters Score -1358279 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1358300.000000 Penalty: 4726.173828
	Iteration 43Q: 3 clusters Score -1358300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1358312.000000 Penalty: 4726.173828
	Iteration 44Q: 3 clusters Score -1358312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1358325.000000 Penalty: 4726.173828
	Iteration 45Q: 3 clusters Score -1358325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1358341.375000 Penalty: 4726.173828
	Iteration 46Q: 3 clusters Score -1358341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1358361.250000 Penalty: 4726.173828
	Iteration 47Q: 3 clusters Score -1358361 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1358390.875000 Penalty: 4726.173828
	Iteration 48Q: 3 clusters Score -1358391 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1358425.375000 Penalty: 4726.173828
	Iteration 49Q: 3 clusters Score -1358425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1358461.875000 Penalty: 4726.173828
	Iteration 50Q: 3 clusters Score -1358462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1358490.375000 Penalty: 4726.173828
	Iteration 51Q: 3 clusters Score -1358490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1358514.625000 Penalty: 4726.173828
	Iteration 52Q: 3 clusters Score -1358515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1358532.000000 Penalty: 4726.173828
	Iteration 53Q: 3 clusters Score -1358532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1358568.500000 Penalty: 4726.173828
	Iteration 54Q: 3 clusters Score -1358568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1358597.000000 Penalty: 4726.173828
	Iteration 55Q: 3 clusters Score -1358597 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1358619.250000 Penalty: 4726.173828
	Iteration 56Q: 3 clusters Score -1358619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1358642.875000 Penalty: 4726.173828
	Iteration 57Q: 3 clusters Score -1358643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1358665.875000 Penalty: 4726.173828
	Iteration 58Q: 3 clusters Score -1358666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1358679.375000 Penalty: 4726.173828
	Iteration 59Q: 3 clusters Score -1358679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1358693.500000 Penalty: 4726.173828
	Iteration 60F: 3 clusters Score -1358694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1358706.750000 Penalty: 4726.173828
	Iteration 61Q: 3 clusters Score -1358707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1358727.750000 Penalty: 4726.173828
	Iteration 62Q: 3 clusters Score -1358728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1358759.375000 Penalty: 4726.173828
	Iteration 63Q: 3 clusters Score -1358759 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1358781.750000 Penalty: 4726.173828
	Iteration 64Q: 3 clusters Score -1358782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1358800.000000 Penalty: 4726.173828
	Iteration 65Q: 3 clusters Score -1358800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1358835.375000 Penalty: 4726.173828
	Iteration 66Q: 3 clusters Score -1358835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1358873.500000 Penalty: 4726.173828
	Iteration 67Q: 3 clusters Score -1358874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1358922.000000 Penalty: 4726.173828
	Iteration 68Q: 3 clusters Score -1358922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1358968.250000 Penalty: 4726.173828
	Iteration 69Q: 3 clusters Score -1358968 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1359015.375000 Penalty: 4726.173828
	Iteration 70Q: 3 clusters Score -1359015 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1359049.750000 Penalty: 4726.173828
	Iteration 71Q: 3 clusters Score -1359050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1359075.000000 Penalty: 4726.173828
	Iteration 72Q: 3 clusters Score -1359075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1359092.750000 Penalty: 4726.173828
	Iteration 73Q: 3 clusters Score -1359093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1359118.625000 Penalty: 4726.173828
	Iteration 74Q: 3 clusters Score -1359119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1359140.625000 Penalty: 4726.173828
	Iteration 75Q: 3 clusters Score -1359141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1359157.500000 Penalty: 4726.173828
	Iteration 76Q: 3 clusters Score -1359158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1359179.375000 Penalty: 4726.173828
	Iteration 77Q: 3 clusters Score -1359179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1359192.500000 Penalty: 4726.173828
	Iteration 78Q: 3 clusters Score -1359192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1359209.750000 Penalty: 4726.173828
	Iteration 79Q: 3 clusters Score -1359210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1359229.375000 Penalty: 4726.173828
	Iteration 80F: 3 clusters Score -1359229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1359237.000000 Penalty: 4726.173828
	Iteration 81Q: 3 clusters Score -1359237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1359243.000000 Penalty: 4726.173828
	Iteration 82Q: 3 clusters Score -1359243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1359243.875000 Penalty: 4726.173828
	Iteration 83Q: 3 clusters Score -1359244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1359248.625000 Penalty: 4726.173828
	Iteration 84Q: 3 clusters Score -1359249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1359255.875000 Penalty: 4726.173828
	Iteration 85Q: 3 clusters Score -1359256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1359254.000000 Penalty: 4726.173828
	Iteration 86Q: 3 clusters Score -1359254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1359259.875000 Penalty: 4726.173828
	Iteration 87Q: 3 clusters Score -1359260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1359259.875000 Penalty: 4726.173828
	Iteration 88Q: 3 clusters Score -1359260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1359264.125000 Penalty: 4726.173828
	Iteration 89Q: 3 clusters Score -1359264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1359267.125000 Penalty: 4726.173828
	Iteration 90Q: 3 clusters Score -1359267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1359267.500000 Penalty: 4726.173828
	Iteration 91Q: 3 clusters Score -1359268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1359266.250000 Penalty: 4726.173828
	Iteration 92Q: 3 clusters Score -1359266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1359266.750000 Penalty: 4726.173828
	Iteration 93Q: 3 clusters Score -1359267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1359266.750000 Penalty: 4726.173828
	Iteration 94F: 3 clusters Score -1359267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -1554705.000000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -1554705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1541125.625000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -1541126 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1545671.750000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -1545672 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1546158.875000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -1546159 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1546647.250000 Penalty: 4894.946777
	Iteration 3F: 3 clusters Score -1546647 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1547249.000000 Penalty: 4894.946777
	Iteration 4F: 3 clusters Score -1547249 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1548054.250000 Penalty: 4894.946777
	Iteration 5F: 3 clusters Score -1548054 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1549103.000000 Penalty: 4894.946777
	Iteration 6F: 3 clusters Score -1549103 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1550241.000000 Penalty: 4894.946777
	Iteration 7F: 3 clusters Score -1550241 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1551194.250000 Penalty: 4894.946777
	Iteration 8F: 3 clusters Score -1551194 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1551743.125000 Penalty: 4894.946777
	Iteration 9Q: 3 clusters Score -1551743 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1552033.375000 Penalty: 4894.946777
	Iteration 10Q: 3 clusters Score -1552033 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1552217.000000 Penalty: 4894.946777
	Iteration 11Q: 3 clusters Score -1552217 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1552329.250000 Penalty: 4894.946777
	Iteration 12Q: 3 clusters Score -1552329 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1552408.375000 Penalty: 4894.946777
	Iteration 13Q: 3 clusters Score -1552408 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1552457.875000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -1552458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1552500.375000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -1552500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1552530.750000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -1552531 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1552548.375000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -1552548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1552581.375000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -1552581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1552603.250000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -1552603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1552621.750000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -1552622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1552640.750000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -1552641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1552668.750000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -1552669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1552680.875000 Penalty: 4894.946777
	Iteration 23Q: 3 clusters Score -1552681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1552695.250000 Penalty: 4894.946777
	Iteration 24Q: 3 clusters Score -1552695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1552711.000000 Penalty: 4894.946777
	Iteration 25Q: 3 clusters Score -1552711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1552722.375000 Penalty: 4894.946777
	Iteration 26Q: 3 clusters Score -1552722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1552739.250000 Penalty: 4894.946777
	Iteration 27Q: 3 clusters Score -1552739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1552750.625000 Penalty: 4894.946777
	Iteration 28Q: 3 clusters Score -1552751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1552757.750000 Penalty: 4894.946777
	Iteration 29Q: 3 clusters Score -1552758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1552768.750000 Penalty: 4894.946777
	Iteration 30Q: 3 clusters Score -1552769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1552773.250000 Penalty: 4894.946777
	Iteration 31Q: 3 clusters Score -1552773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1552785.000000 Penalty: 4894.946777
	Iteration 32Q: 3 clusters Score -1552785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1552791.750000 Penalty: 4894.946777
	Iteration 33Q: 3 clusters Score -1552792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1552792.500000 Penalty: 4894.946777
	Iteration 34Q: 3 clusters Score -1552792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1552796.625000 Penalty: 4894.946777
	Iteration 35Q: 3 clusters Score -1552797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1552805.375000 Penalty: 4894.946777
	Iteration 36Q: 3 clusters Score -1552805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1552806.875000 Penalty: 4894.946777
	Iteration 37Q: 3 clusters Score -1552807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1552811.250000 Penalty: 4894.946777
	Iteration 38Q: 3 clusters Score -1552811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1552812.500000 Penalty: 4894.946777
	Iteration 39Q: 3 clusters Score -1552812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1552816.375000 Penalty: 4894.946777
	Iteration 40F: 3 clusters Score -1552816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1552817.500000 Penalty: 4894.946777
	Iteration 41Q: 3 clusters Score -1552818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1552817.500000 Penalty: 4894.946777
	Iteration 42Q: 3 clusters Score -1552818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1552817.750000 Penalty: 4894.946777
	Iteration 43Q: 3 clusters Score -1552818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1552815.375000 Penalty: 4894.946777
	Iteration 44Q: 3 clusters Score -1552815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1552815.500000 Penalty: 4894.946777
	Iteration 45Q: 3 clusters Score -1552816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1552816.875000 Penalty: 4894.946777
	Iteration 46Q: 3 clusters Score -1552817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1552814.625000 Penalty: 4894.946777
	Iteration 47Q: 3 clusters Score -1552815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1552815.125000 Penalty: 4894.946777
	Iteration 48Q: 3 clusters Score -1552815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1552820.250000 Penalty: 4894.946777
	Iteration 49Q: 3 clusters Score -1552820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1552827.250000 Penalty: 4894.946777
	Iteration 50Q: 3 clusters Score -1552827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1552828.500000 Penalty: 4894.946777
	Iteration 51Q: 3 clusters Score -1552828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1552832.250000 Penalty: 4894.946777
	Iteration 52Q: 3 clusters Score -1552832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1552834.000000 Penalty: 4894.946777
	Iteration 53Q: 3 clusters Score -1552834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1552834.375000 Penalty: 4894.946777
	Iteration 54Q: 3 clusters Score -1552834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1552833.875000 Penalty: 4894.946777
	Iteration 55Q: 3 clusters Score -1552834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1552831.375000 Penalty: 4894.946777
	Iteration 56Q: 3 clusters Score -1552831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1552828.500000 Penalty: 4894.946777
	Iteration 57Q: 3 clusters Score -1552828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1552831.750000 Penalty: 4894.946777
	Iteration 58Q: 3 clusters Score -1552832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1552835.875000 Penalty: 4894.946777
	Iteration 59Q: 3 clusters Score -1552836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1552835.125000 Penalty: 4894.946777
	Iteration 60F: 3 clusters Score -1552835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1552838.625000 Penalty: 4894.946777
	Iteration 61Q: 3 clusters Score -1552839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1552841.000000 Penalty: 4894.946777
	Iteration 62Q: 3 clusters Score -1552841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1552840.750000 Penalty: 4894.946777
	Iteration 63Q: 3 clusters Score -1552841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1552843.375000 Penalty: 4894.946777
	Iteration 64Q: 3 clusters Score -1552843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1552843.750000 Penalty: 4894.946777
	Iteration 65Q: 3 clusters Score -1552844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1552844.750000 Penalty: 4894.946777
	Iteration 66Q: 3 clusters Score -1552845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1552844.750000 Penalty: 4894.946777
	Iteration 67Q: 3 clusters Score -1552845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1552847.000000 Penalty: 4894.946777
	Iteration 68Q: 3 clusters Score -1552847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1552853.500000 Penalty: 4894.946777
	Iteration 69Q: 3 clusters Score -1552854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1552857.000000 Penalty: 4894.946777
	Iteration 70Q: 3 clusters Score -1552857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1552862.625000 Penalty: 4894.946777
	Iteration 71Q: 3 clusters Score -1552863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1552864.375000 Penalty: 4894.946777
	Iteration 72Q: 3 clusters Score -1552864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1552868.250000 Penalty: 4894.946777
	Iteration 73Q: 3 clusters Score -1552868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1552870.125000 Penalty: 4894.946777
	Iteration 74Q: 3 clusters Score -1552870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1552871.000000 Penalty: 4894.946777
	Iteration 75Q: 3 clusters Score -1552871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1552873.750000 Penalty: 4894.946777
	Iteration 76Q: 3 clusters Score -1552874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1552873.000000 Penalty: 4894.946777
	Iteration 77Q: 3 clusters Score -1552873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1552873.000000 Penalty: 4894.946777
	Iteration 78Q: 3 clusters Score -1552873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1552876.000000 Penalty: 4894.946777
	Iteration 79Q: 3 clusters Score -1552876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1552875.500000 Penalty: 4894.946777
	Iteration 80F: 3 clusters Score -1552876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1552877.000000 Penalty: 4894.946777
	Iteration 81Q: 3 clusters Score -1552877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1552881.375000 Penalty: 4894.946777
	Iteration 82Q: 3 clusters Score -1552881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1552881.500000 Penalty: 4894.946777
	Iteration 83Q: 3 clusters Score -1552882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1552880.375000 Penalty: 4894.946777
	Iteration 84Q: 3 clusters Score -1552880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1552876.875000 Penalty: 4894.946777
	Iteration 85Q: 3 clusters Score -1552877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1552876.250000 Penalty: 4894.946777
	Iteration 86Q: 3 clusters Score -1552876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1552881.125000 Penalty: 4894.946777
	Iteration 87Q: 3 clusters Score -1552881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1552881.625000 Penalty: 4894.946777
	Iteration 88Q: 3 clusters Score -1552882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1552883.500000 Penalty: 4894.946777
	Iteration 89Q: 3 clusters Score -1552884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1552883.375000 Penalty: 4894.946777
	Iteration 90Q: 3 clusters Score -1552883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1552883.250000 Penalty: 4894.946777
	Iteration 91Q: 3 clusters Score -1552883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1552883.250000 Penalty: 4894.946777
	Iteration 92F: 3 clusters Score -1552883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157801 members 
Entering Unmasked Estep 
Score: -16850978.000000 Penalty: 2968.334473
	Iteration 0F: 2 clusters Score -1.685098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -16776582.000000 Penalty: 5936.668945
	Iteration 0F: 3 clusters Score -1.677658e+07 nChanged 75348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -16820472.000000 Penalty: 5936.668945
	Iteration 1F: 3 clusters Score -1.682047e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -16821290.000000 Penalty: 5936.668945
	Iteration 2Q: 3 clusters Score -1.682129e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -16822380.000000 Penalty: 5936.668945
	Iteration 3Q: 3 clusters Score -1.682238e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -16823980.000000 Penalty: 5936.668945
	Iteration 4Q: 3 clusters Score -1.682398e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -16826314.000000 Penalty: 5936.668945
	Iteration 5Q: 3 clusters Score -1.682631e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -16829310.000000 Penalty: 5936.668945
	Iteration 6F: 3 clusters Score -1.682931e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -16833346.000000 Penalty: 5936.668945
	Iteration 7F: 3 clusters Score -1.683335e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -16837734.000000 Penalty: 5936.668945
	Iteration 8F: 3 clusters Score -1.683773e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -16843410.000000 Penalty: 5936.668945
	Iteration 9F: 3 clusters Score -1.684341e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -16851170.000000 Penalty: 5936.668945
	Iteration 10Q: 3 clusters Score -1.685117e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -16856308.000000 Penalty: 5936.668945
	Iteration 11Q: 3 clusters Score -1.685631e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137815 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -16858168.000000 Penalty: 5936.668945
	Iteration 12Q: 3 clusters Score -1.685817e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141881 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -16857620.000000 Penalty: 5936.668945
	Iteration 13Q: 3 clusters Score -1.685762e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -16856180.000000 Penalty: 5936.668945
	Iteration 14Q: 3 clusters Score -1.685618e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -16854458.000000 Penalty: 5936.668945
	Iteration 15Q: 3 clusters Score -1.685446e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151170 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -16852708.000000 Penalty: 5936.668945
	Iteration 16Q: 3 clusters Score -1.685271e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -16851248.000000 Penalty: 5936.668945
	Iteration 17Q: 3 clusters Score -1.685125e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154271 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -16850368.000000 Penalty: 5936.668945
	Iteration 18Q: 3 clusters Score -1.685037e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -16849704.000000 Penalty: 5936.668945
	Iteration 19Q: 3 clusters Score -1.68497e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155783 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -16849372.000000 Penalty: 5936.668945
	Iteration 20F: 3 clusters Score -1.684937e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156186 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -16849076.000000 Penalty: 5936.668945
	Iteration 21Q: 3 clusters Score -1.684908e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -16848952.000000 Penalty: 5936.668945
	Iteration 22Q: 3 clusters Score -1.684895e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -16848980.000000 Penalty: 5936.668945
	Iteration 23Q: 3 clusters Score -1.684898e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156783 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -16848950.000000 Penalty: 5936.668945
	Iteration 24Q: 3 clusters Score -1.684895e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156912 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16848932.000000 Penalty: 5936.668945
	Iteration 25Q: 3 clusters Score -1.684893e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16848926.000000 Penalty: 5936.668945
	Iteration 26Q: 3 clusters Score -1.684893e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157057 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16848928.000000 Penalty: 5936.668945
	Iteration 27Q: 3 clusters Score -1.684893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16848914.000000 Penalty: 5936.668945
	Iteration 28Q: 3 clusters Score -1.684891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -16848898.000000 Penalty: 5936.668945
	Iteration 29Q: 3 clusters Score -1.68489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -16848900.000000 Penalty: 5936.668945
	Iteration 30Q: 3 clusters Score -1.68489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16848912.000000 Penalty: 5936.668945
	Iteration 31Q: 3 clusters Score -1.684891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157142 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -16848918.000000 Penalty: 5936.668945
	Iteration 32Q: 3 clusters Score -1.684892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16848926.000000 Penalty: 5936.668945
	Iteration 33Q: 3 clusters Score -1.684893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16848912.000000 Penalty: 5936.668945
	Iteration 34Q: 3 clusters Score -1.684891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16848918.000000 Penalty: 5936.668945
	Iteration 35Q: 3 clusters Score -1.684892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157169 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16848904.000000 Penalty: 5936.668945
	Iteration 36Q: 3 clusters Score -1.68489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16848902.000000 Penalty: 5936.668945
	Iteration 37Q: 3 clusters Score -1.68489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16848898.000000 Penalty: 5936.668945
	Iteration 38Q: 3 clusters Score -1.68489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16848892.000000 Penalty: 5936.668945
	Iteration 39Q: 3 clusters Score -1.684889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -16848882.000000 Penalty: 5936.668945
	Iteration 40F: 3 clusters Score -1.684888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -16848898.000000 Penalty: 5936.668945
	Iteration 41Q: 3 clusters Score -1.68489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16848908.000000 Penalty: 5936.668945
	Iteration 42Q: 3 clusters Score -1.684891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -16848900.000000 Penalty: 5936.668945
	Iteration 43Q: 3 clusters Score -1.68489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16848900.000000 Penalty: 5936.668945
	Iteration 44Q: 3 clusters Score -1.68489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16848888.000000 Penalty: 5936.668945
	Iteration 45Q: 3 clusters Score -1.684889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16848896.000000 Penalty: 5936.668945
	Iteration 46Q: 3 clusters Score -1.68489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16848896.000000 Penalty: 5936.668945
	Iteration 47Q: 3 clusters Score -1.68489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16848900.000000 Penalty: 5936.668945
	Iteration 48Q: 3 clusters Score -1.68489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -16848886.000000 Penalty: 5936.668945
	Iteration 49Q: 3 clusters Score -1.684889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16848874.000000 Penalty: 5936.668945
	Iteration 50Q: 3 clusters Score -1.684887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16848882.000000 Penalty: 5936.668945
	Iteration 51Q: 3 clusters Score -1.684888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16848882.000000 Penalty: 5936.668945
	Iteration 52F: 3 clusters Score -1.684888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Entering Unmasked Estep 
Score: -1091562.375000 Penalty: 2331.602295
	Iteration 0F: 2 clusters Score -1091562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1082623.125000 Penalty: 4663.204590
	Iteration 0F: 3 clusters Score -1082623 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1085891.625000 Penalty: 4663.204590
	Iteration 1F: 3 clusters Score -1085892 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1087298.375000 Penalty: 4663.204590
	Iteration 2F: 3 clusters Score -1087298 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1089248.750000 Penalty: 4663.204590
	Iteration 3F: 3 clusters Score -1089249 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1091478.375000 Penalty: 4663.204590
	Iteration 4F: 3 clusters Score -1091478 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1093150.250000 Penalty: 4663.204590
	Iteration 5F: 3 clusters Score -1093150 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1093985.375000 Penalty: 4663.204590
	Iteration 6F: 3 clusters Score -1093985 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1094356.000000 Penalty: 4663.204590
	Iteration 7Q: 3 clusters Score -1094356 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1094523.125000 Penalty: 4663.204590
	Iteration 8Q: 3 clusters Score -1094523 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1094622.875000 Penalty: 4663.204590
	Iteration 9Q: 3 clusters Score -1094623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1094672.750000 Penalty: 4663.204590
	Iteration 10Q: 3 clusters Score -1094673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1094699.750000 Penalty: 4663.204590
	Iteration 11Q: 3 clusters Score -1094700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1094709.625000 Penalty: 4663.204590
	Iteration 12Q: 3 clusters Score -1094710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1094722.875000 Penalty: 4663.204590
	Iteration 13Q: 3 clusters Score -1094723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1094725.875000 Penalty: 4663.204590
	Iteration 14Q: 3 clusters Score -1094726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1094731.500000 Penalty: 4663.204590
	Iteration 15Q: 3 clusters Score -1094732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1094733.875000 Penalty: 4663.204590
	Iteration 16Q: 3 clusters Score -1094734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1094733.375000 Penalty: 4663.204590
	Iteration 17Q: 3 clusters Score -1094733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1094734.750000 Penalty: 4663.204590
	Iteration 18Q: 3 clusters Score -1094735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1094737.125000 Penalty: 4663.204590
	Iteration 19Q: 3 clusters Score -1094737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1094738.125000 Penalty: 4663.204590
	Iteration 20F: 3 clusters Score -1094738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1094737.500000 Penalty: 4663.204590
	Iteration 21Q: 3 clusters Score -1094738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1094738.000000 Penalty: 4663.204590
	Iteration 22Q: 3 clusters Score -1094738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1094737.250000 Penalty: 4663.204590
	Iteration 23Q: 3 clusters Score -1094737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1094735.250000 Penalty: 4663.204590
	Iteration 24Q: 3 clusters Score -1094735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1094735.375000 Penalty: 4663.204590
	Iteration 25Q: 3 clusters Score -1094735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1094735.375000 Penalty: 4663.204590
	Iteration 26F: 3 clusters Score -1094735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Entering Unmasked Estep 
Score: -150630256.000000 Penalty: 139196.921875
Splitting cluster 9 changes total score from -150620496.000000 to -150630256.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (17425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Entering Unmasked Estep 
Score: -1579668.250000 Penalty: 2421.884033
	Iteration 0F: 2 clusters Score -1579668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1567386.000000 Penalty: 4843.768066
	Iteration 0F: 3 clusters Score -1567386 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1572945.625000 Penalty: 4843.768066
	Iteration 1F: 3 clusters Score -1572946 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1574828.750000 Penalty: 4843.768066
	Iteration 2F: 3 clusters Score -1574829 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1576477.250000 Penalty: 4843.768066
	Iteration 3F: 3 clusters Score -1576477 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1577600.625000 Penalty: 4843.768066
	Iteration 4F: 3 clusters Score -1577601 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1578432.625000 Penalty: 4843.768066
	Iteration 5F: 3 clusters Score -1578433 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1579416.125000 Penalty: 4843.768066
	Iteration 6Q: 3 clusters Score -1579416 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1580322.625000 Penalty: 4843.768066
	Iteration 7Q: 3 clusters Score -1580323 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1580731.000000 Penalty: 4843.768066
	Iteration 8Q: 3 clusters Score -1580731 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1580963.125000 Penalty: 4843.768066
	Iteration 9Q: 3 clusters Score -1580963 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1581083.875000 Penalty: 4843.768066
	Iteration 10Q: 3 clusters Score -1581084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1581189.125000 Penalty: 4843.768066
	Iteration 11Q: 3 clusters Score -1581189 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1581244.625000 Penalty: 4843.768066
	Iteration 12Q: 3 clusters Score -1581245 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1581295.000000 Penalty: 4843.768066
	Iteration 13Q: 3 clusters Score -1581295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1581327.125000 Penalty: 4843.768066
	Iteration 14Q: 3 clusters Score -1581327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1581350.125000 Penalty: 4843.768066
	Iteration 15Q: 3 clusters Score -1581350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1581371.125000 Penalty: 4843.768066
	Iteration 16Q: 3 clusters Score -1581371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1581383.250000 Penalty: 4843.768066
	Iteration 17Q: 3 clusters Score -1581383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1581384.375000 Penalty: 4843.768066
	Iteration 18Q: 3 clusters Score -1581384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1581395.250000 Penalty: 4843.768066
	Iteration 19Q: 3 clusters Score -1581395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1581400.125000 Penalty: 4843.768066
	Iteration 20F: 3 clusters Score -1581400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1581400.125000 Penalty: 4843.768066
	Iteration 21Q: 3 clusters Score -1581400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1581407.125000 Penalty: 4843.768066
	Iteration 22Q: 3 clusters Score -1581407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1581405.125000 Penalty: 4843.768066
	Iteration 23Q: 3 clusters Score -1581405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1581408.875000 Penalty: 4843.768066
	Iteration 24Q: 3 clusters Score -1581409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1581412.625000 Penalty: 4843.768066
	Iteration 25Q: 3 clusters Score -1581413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1581412.500000 Penalty: 4843.768066
	Iteration 26Q: 3 clusters Score -1581412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1581413.375000 Penalty: 4843.768066
	Iteration 27Q: 3 clusters Score -1581413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1581414.250000 Penalty: 4843.768066
	Iteration 28Q: 3 clusters Score -1581414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1581418.125000 Penalty: 4843.768066
	Iteration 29Q: 3 clusters Score -1581418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1581418.125000 Penalty: 4843.768066
	Iteration 30Q: 3 clusters Score -1581418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1581418.125000 Penalty: 4843.768066
	Iteration 31F: 3 clusters Score -1581418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Entering Unmasked Estep 
Score: -150630816.000000 Penalty: 142766.062500
Splitting cluster 10 changes total score from -150620496.000000 to -150630816.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (121513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Entering Unmasked Estep 
Score: -9850657.000000 Penalty: 2903.528564
	Iteration 0F: 2 clusters Score -9850657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -9769524.000000 Penalty: 5807.057129
	Iteration 0F: 3 clusters Score -9769524 nChanged 57827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -9803024.000000 Penalty: 5807.057129
	Iteration 1F: 3 clusters Score -9803024 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -9804105.000000 Penalty: 5807.057129
	Iteration 2Q: 3 clusters Score -9804105 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -9805744.000000 Penalty: 5807.057129
	Iteration 3Q: 3 clusters Score -9805744 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -9807909.000000 Penalty: 5807.057129
	Iteration 4Q: 3 clusters Score -9807909 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -9810800.000000 Penalty: 5807.057129
	Iteration 5Q: 3 clusters Score -9810800 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -9814765.000000 Penalty: 5807.057129
	Iteration 6F: 3 clusters Score -9814765 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -9820216.000000 Penalty: 5807.057129
	Iteration 7F: 3 clusters Score -9820216 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -9826914.000000 Penalty: 5807.057129
	Iteration 8F: 3 clusters Score -9826914 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -9834349.000000 Penalty: 5807.057129
	Iteration 9F: 3 clusters Score -9834349 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -9840650.000000 Penalty: 5807.057129
	Iteration 10F: 3 clusters Score -9840650 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9844710.000000 Penalty: 5807.057129
	Iteration 11Q: 3 clusters Score -9844710 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9846637.000000 Penalty: 5807.057129
	Iteration 12Q: 3 clusters Score -9846637 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9847549.000000 Penalty: 5807.057129
	Iteration 13Q: 3 clusters Score -9847549 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120796 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9847882.000000 Penalty: 5807.057129
	Iteration 14Q: 3 clusters Score -9847882 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9848064.000000 Penalty: 5807.057129
	Iteration 15Q: 3 clusters Score -9848064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9848146.000000 Penalty: 5807.057129
	Iteration 16Q: 3 clusters Score -9848146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9848183.000000 Penalty: 5807.057129
	Iteration 17Q: 3 clusters Score -9848183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9848205.000000 Penalty: 5807.057129
	Iteration 18Q: 3 clusters Score -9848205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9848235.000000 Penalty: 5807.057129
	Iteration 19Q: 3 clusters Score -9848235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121119 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9848242.000000 Penalty: 5807.057129
	Iteration 20F: 3 clusters Score -9848242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9848251.000000 Penalty: 5807.057129
	Iteration 21Q: 3 clusters Score -9848251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121125 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9848259.000000 Penalty: 5807.057129
	Iteration 22Q: 3 clusters Score -9848259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121127 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9848261.000000 Penalty: 5807.057129
	Iteration 23Q: 3 clusters Score -9848261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121130 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9848262.000000 Penalty: 5807.057129
	Iteration 24Q: 3 clusters Score -9848262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121132 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9848266.000000 Penalty: 5807.057129
	Iteration 25Q: 3 clusters Score -9848266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9848274.000000 Penalty: 5807.057129
	Iteration 26Q: 3 clusters Score -9848274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9848275.000000 Penalty: 5807.057129
	Iteration 27Q: 3 clusters Score -9848275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9848278.000000 Penalty: 5807.057129
	Iteration 28Q: 3 clusters Score -9848278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9848278.000000 Penalty: 5807.057129
	Iteration 29F: 3 clusters Score -9848278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Entering Unmasked Estep 
Score: -4504889.500000 Penalty: 2709.440918
	Iteration 0F: 2 clusters Score -4504890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4467670.000000 Penalty: 5418.881836
	Iteration 0F: 3 clusters Score -4467670 nChanged 25810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4482389.500000 Penalty: 5418.881836
	Iteration 1F: 3 clusters Score -4482390 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4483339.500000 Penalty: 5418.881836
	Iteration 2Q: 3 clusters Score -4483340 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4484541.500000 Penalty: 5418.881836
	Iteration 3Q: 3 clusters Score -4484542 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4486183.500000 Penalty: 5418.881836
	Iteration 4F: 3 clusters Score -4486184 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -4488322.000000 Penalty: 5418.881836
	Iteration 5F: 3 clusters Score -4488322 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4490770.500000 Penalty: 5418.881836
	Iteration 6F: 3 clusters Score -4490770 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4493383.000000 Penalty: 5418.881836
	Iteration 7F: 3 clusters Score -4493383 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4495741.000000 Penalty: 5418.881836
	Iteration 8F: 3 clusters Score -4495741 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4497595.000000 Penalty: 5418.881836
	Iteration 9Q: 3 clusters Score -4497595 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4499005.500000 Penalty: 5418.881836
	Iteration 10Q: 3 clusters Score -4499006 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4500049.000000 Penalty: 5418.881836
	Iteration 11Q: 3 clusters Score -4500049 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -4500823.500000 Penalty: 5418.881836
	Iteration 12Q: 3 clusters Score -4500824 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4501425.000000 Penalty: 5418.881836
	Iteration 13Q: 3 clusters Score -4501425 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4501943.000000 Penalty: 5418.881836
	Iteration 14Q: 3 clusters Score -4501943 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4502363.000000 Penalty: 5418.881836
	Iteration 15Q: 3 clusters Score -4502363 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4502611.500000 Penalty: 5418.881836
	Iteration 16Q: 3 clusters Score -4502612 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4502759.000000 Penalty: 5418.881836
	Iteration 17Q: 3 clusters Score -4502759 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -4502852.000000 Penalty: 5418.881836
	Iteration 18Q: 3 clusters Score -4502852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4502916.500000 Penalty: 5418.881836
	Iteration 19Q: 3 clusters Score -4502916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4502956.000000 Penalty: 5418.881836
	Iteration 20F: 3 clusters Score -4502956 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4503008.500000 Penalty: 5418.881836
	Iteration 21Q: 3 clusters Score -4503008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4503013.500000 Penalty: 5418.881836
	Iteration 22Q: 3 clusters Score -4503014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4503024.000000 Penalty: 5418.881836
	Iteration 23Q: 3 clusters Score -4503024 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4503051.500000 Penalty: 5418.881836
	Iteration 24Q: 3 clusters Score -4503052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4503052.000000 Penalty: 5418.881836
	Iteration 25Q: 3 clusters Score -4503052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4503074.000000 Penalty: 5418.881836
	Iteration 26Q: 3 clusters Score -4503074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4503073.000000 Penalty: 5418.881836
	Iteration 27Q: 3 clusters Score -4503073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4503086.500000 Penalty: 5418.881836
	Iteration 28Q: 3 clusters Score -4503086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4503094.000000 Penalty: 5418.881836
	Iteration 29Q: 3 clusters Score -4503094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4503115.500000 Penalty: 5418.881836
	Iteration 30Q: 3 clusters Score -4503116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4503134.000000 Penalty: 5418.881836
	Iteration 31Q: 3 clusters Score -4503134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4503141.000000 Penalty: 5418.881836
	Iteration 32Q: 3 clusters Score -4503141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4503156.000000 Penalty: 5418.881836
	Iteration 33Q: 3 clusters Score -4503156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4503149.500000 Penalty: 5418.881836
	Iteration 34Q: 3 clusters Score -4503150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4503153.500000 Penalty: 5418.881836
	Iteration 35Q: 3 clusters Score -4503154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4503157.500000 Penalty: 5418.881836
	Iteration 36Q: 3 clusters Score -4503158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4503159.000000 Penalty: 5418.881836
	Iteration 37Q: 3 clusters Score -4503159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4503167.500000 Penalty: 5418.881836
	Iteration 38Q: 3 clusters Score -4503168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4503173.000000 Penalty: 5418.881836
	Iteration 39Q: 3 clusters Score -4503173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4503182.000000 Penalty: 5418.881836
	Iteration 40F: 3 clusters Score -4503182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4503178.500000 Penalty: 5418.881836
	Iteration 41Q: 3 clusters Score -4503178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4503178.000000 Penalty: 5418.881836
	Iteration 42Q: 3 clusters Score -4503178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4503180.000000 Penalty: 5418.881836
	Iteration 43Q: 3 clusters Score -4503180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4503176.000000 Penalty: 5418.881836
	Iteration 44Q: 3 clusters Score -4503176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4503182.500000 Penalty: 5418.881836
	Iteration 45Q: 3 clusters Score -4503182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4503189.500000 Penalty: 5418.881836
	Iteration 46Q: 3 clusters Score -4503190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4503192.000000 Penalty: 5418.881836
	Iteration 47Q: 3 clusters Score -4503192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4503195.500000 Penalty: 5418.881836
	Iteration 48Q: 3 clusters Score -4503196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4503201.500000 Penalty: 5418.881836
	Iteration 49Q: 3 clusters Score -4503202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4503200.000000 Penalty: 5418.881836
	Iteration 50Q: 3 clusters Score -4503200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4503196.000000 Penalty: 5418.881836
	Iteration 51Q: 3 clusters Score -4503196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4503203.500000 Penalty: 5418.881836
	Iteration 52Q: 3 clusters Score -4503204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4503200.500000 Penalty: 5418.881836
	Iteration 53Q: 3 clusters Score -4503200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4503209.000000 Penalty: 5418.881836
	Iteration 54Q: 3 clusters Score -4503209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4503214.500000 Penalty: 5418.881836
	Iteration 55Q: 3 clusters Score -4503214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4503217.000000 Penalty: 5418.881836
	Iteration 56Q: 3 clusters Score -4503217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4503222.000000 Penalty: 5418.881836
	Iteration 57Q: 3 clusters Score -4503222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4503222.500000 Penalty: 5418.881836
	Iteration 58Q: 3 clusters Score -4503222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4503229.500000 Penalty: 5418.881836
	Iteration 59Q: 3 clusters Score -4503230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4503236.500000 Penalty: 5418.881836
	Iteration 60F: 3 clusters Score -4503236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4503233.500000 Penalty: 5418.881836
	Iteration 61Q: 3 clusters Score -4503234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4503224.000000 Penalty: 5418.881836
	Iteration 62Q: 3 clusters Score -4503224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4503224.500000 Penalty: 5418.881836
	Iteration 63Q: 3 clusters Score -4503224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4503229.500000 Penalty: 5418.881836
	Iteration 64Q: 3 clusters Score -4503230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4503231.500000 Penalty: 5418.881836
	Iteration 65Q: 3 clusters Score -4503232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4503225.000000 Penalty: 5418.881836
	Iteration 66Q: 3 clusters Score -4503225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4503228.500000 Penalty: 5418.881836
	Iteration 67Q: 3 clusters Score -4503228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4503230.000000 Penalty: 5418.881836
	Iteration 68Q: 3 clusters Score -4503230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4503233.500000 Penalty: 5418.881836
	Iteration 69Q: 3 clusters Score -4503234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4503230.000000 Penalty: 5418.881836
	Iteration 70Q: 3 clusters Score -4503230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4503227.500000 Penalty: 5418.881836
	Iteration 71Q: 3 clusters Score -4503228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4503231.500000 Penalty: 5418.881836
	Iteration 72Q: 3 clusters Score -4503232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4503227.500000 Penalty: 5418.881836
	Iteration 73Q: 3 clusters Score -4503228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4503228.000000 Penalty: 5418.881836
	Iteration 74Q: 3 clusters Score -4503228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4503236.500000 Penalty: 5418.881836
	Iteration 75Q: 3 clusters Score -4503236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4503237.000000 Penalty: 5418.881836
	Iteration 76Q: 3 clusters Score -4503237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4503233.500000 Penalty: 5418.881836
	Iteration 77Q: 3 clusters Score -4503234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4503236.500000 Penalty: 5418.881836
	Iteration 78Q: 3 clusters Score -4503236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4503237.000000 Penalty: 5418.881836
	Iteration 79Q: 3 clusters Score -4503237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4503241.500000 Penalty: 5418.881836
	Iteration 80F: 3 clusters Score -4503242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4503243.000000 Penalty: 5418.881836
	Iteration 81Q: 3 clusters Score -4503243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4503242.000000 Penalty: 5418.881836
	Iteration 82Q: 3 clusters Score -4503242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4503243.500000 Penalty: 5418.881836
	Iteration 83Q: 3 clusters Score -4503244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4503240.000000 Penalty: 5418.881836
	Iteration 84Q: 3 clusters Score -4503240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4503237.000000 Penalty: 5418.881836
	Iteration 85Q: 3 clusters Score -4503237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4503240.000000 Penalty: 5418.881836
	Iteration 86Q: 3 clusters Score -4503240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4503240.000000 Penalty: 5418.881836
	Iteration 87F: 3 clusters Score -4503240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -491808.343750 Penalty: 2174.645020
	Iteration 0F: 2 clusters Score -491808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -486390.781250 Penalty: 4349.290039
	Iteration 0F: 3 clusters Score -486390.8 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -488228.500000 Penalty: 4349.290039
	Iteration 1F: 3 clusters Score -488228.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -489062.187500 Penalty: 4349.290039
	Iteration 2F: 3 clusters Score -489062.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -489814.625000 Penalty: 4349.290039
	Iteration 3F: 3 clusters Score -489814.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -490467.656250 Penalty: 4349.290039
	Iteration 4F: 3 clusters Score -490467.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -491114.531250 Penalty: 4349.290039
	Iteration 5F: 3 clusters Score -491114.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -491675.562500 Penalty: 4349.290039
	Iteration 6F: 3 clusters Score -491675.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -491993.656250 Penalty: 4349.290039
	Iteration 7Q: 3 clusters Score -491993.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -492131.937500 Penalty: 4349.290039
	Iteration 8Q: 3 clusters Score -492131.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -492218.437500 Penalty: 4349.290039
	Iteration 9Q: 3 clusters Score -492218.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -492287.250000 Penalty: 4349.290039
	Iteration 10Q: 3 clusters Score -492287.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -492339.562500 Penalty: 4349.290039
	Iteration 11Q: 3 clusters Score -492339.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -492381.531250 Penalty: 4349.290039
	Iteration 12Q: 3 clusters Score -492381.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -492433.781250 Penalty: 4349.290039
	Iteration 13Q: 3 clusters Score -492433.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -492480.062500 Penalty: 4349.290039
	Iteration 14Q: 3 clusters Score -492480.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -492505.031250 Penalty: 4349.290039
	Iteration 15Q: 3 clusters Score -492505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -492523.000000 Penalty: 4349.290039
	Iteration 16Q: 3 clusters Score -492523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -492532.937500 Penalty: 4349.290039
	Iteration 17Q: 3 clusters Score -492532.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -492539.750000 Penalty: 4349.290039
	Iteration 18Q: 3 clusters Score -492539.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -492543.718750 Penalty: 4349.290039
	Iteration 19Q: 3 clusters Score -492543.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -492548.781250 Penalty: 4349.290039
	Iteration 20F: 3 clusters Score -492548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -492549.531250 Penalty: 4349.290039
	Iteration 21Q: 3 clusters Score -492549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -492551.375000 Penalty: 4349.290039
	Iteration 22Q: 3 clusters Score -492551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -492552.031250 Penalty: 4349.290039
	Iteration 23Q: 3 clusters Score -492552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -492554.156250 Penalty: 4349.290039
	Iteration 24Q: 3 clusters Score -492554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -492555.875000 Penalty: 4349.290039
	Iteration 25Q: 3 clusters Score -492555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -492554.937500 Penalty: 4349.290039
	Iteration 26Q: 3 clusters Score -492554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -492554.937500 Penalty: 4349.290039
	Iteration 27F: 3 clusters Score -492554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 123339 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Entering Unmasked Estep 
Score: -150630160.000000 Penalty: 146335.218750
Splitting cluster 13 changes total score from -150620496.000000 to -150630160.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 14 (123339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Entering Unmasked Estep 
Score: -9811145.000000 Penalty: 2907.227539
	Iteration 0F: 2 clusters Score -9811145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -9728910.000000 Penalty: 5814.455078
	Iteration 0F: 3 clusters Score -9728910 nChanged 58690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -9763025.000000 Penalty: 5814.455078
	Iteration 1F: 3 clusters Score -9763025 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -9764971.000000 Penalty: 5814.455078
	Iteration 2Q: 3 clusters Score -9764971 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -9768546.000000 Penalty: 5814.455078
	Iteration 3Q: 3 clusters Score -9768546 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -9774718.000000 Penalty: 5814.455078
	Iteration 4F: 3 clusters Score -9774718 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -9783231.000000 Penalty: 5814.455078
	Iteration 5F: 3 clusters Score -9783231 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -9791714.000000 Penalty: 5814.455078
	Iteration 6F: 3 clusters Score -9791714 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -9797396.000000 Penalty: 5814.455078
	Iteration 7F: 3 clusters Score -9797396 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -9800429.000000 Penalty: 5814.455078
	Iteration 8F: 3 clusters Score -9800429 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -9801971.000000 Penalty: 5814.455078
	Iteration 9Q: 3 clusters Score -9801971 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -9803109.000000 Penalty: 5814.455078
	Iteration 10Q: 3 clusters Score -9803109 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -9804010.000000 Penalty: 5814.455078
	Iteration 11Q: 3 clusters Score -9804010 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -9804965.000000 Penalty: 5814.455078
	Iteration 12Q: 3 clusters Score -9804965 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -9806214.000000 Penalty: 5814.455078
	Iteration 13Q: 3 clusters Score -9806214 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -9808166.000000 Penalty: 5814.455078
	Iteration 14Q: 3 clusters Score -9808166 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -9811166.000000 Penalty: 5814.455078
	Iteration 15Q: 3 clusters Score -9811166 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -9814186.000000 Penalty: 5814.455078
	Iteration 16Q: 3 clusters Score -9814186 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -9815543.000000 Penalty: 5814.455078
	Iteration 17Q: 3 clusters Score -9815543 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -9815810.000000 Penalty: 5814.455078
	Iteration 18Q: 3 clusters Score -9815810 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -9815960.000000 Penalty: 5814.455078
	Iteration 19Q: 3 clusters Score -9815960 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -9816020.000000 Penalty: 5814.455078
	Iteration 20F: 3 clusters Score -9816020 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 103131 members 
Entering Unmasked Estep 
Score: -9816028.000000 Penalty: 5814.455078
	Iteration 21Q: 3 clusters Score -9816028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -9816059.000000 Penalty: 5814.455078
	Iteration 22Q: 3 clusters Score -9816059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -9816069.000000 Penalty: 5814.455078
	Iteration 23Q: 3 clusters Score -9816069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -9816069.000000 Penalty: 5814.455078
	Iteration 24Q: 3 clusters Score -9816069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -9816076.000000 Penalty: 5814.455078
	Iteration 25Q: 3 clusters Score -9816076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -9816072.000000 Penalty: 5814.455078
	Iteration 26Q: 3 clusters Score -9816072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -9816077.000000 Penalty: 5814.455078
	Iteration 27Q: 3 clusters Score -9816077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -9816075.000000 Penalty: 5814.455078
	Iteration 28Q: 3 clusters Score -9816075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 103510 members 
Entering Unmasked Estep 
Score: -9816073.000000 Penalty: 5814.455078
	Iteration 29Q: 3 clusters Score -9816073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -9816063.000000 Penalty: 5814.455078
	Iteration 30Q: 3 clusters Score -9816063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -9816083.000000 Penalty: 5814.455078
	Iteration 31Q: 3 clusters Score -9816083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -9816084.000000 Penalty: 5814.455078
	Iteration 32Q: 3 clusters Score -9816084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -9816084.000000 Penalty: 5814.455078
	Iteration 33Q: 3 clusters Score -9816084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 103570 members 
Entering Unmasked Estep 
Score: -9816083.000000 Penalty: 5814.455078
	Iteration 34Q: 3 clusters Score -9816083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -9816079.000000 Penalty: 5814.455078
	Iteration 35Q: 3 clusters Score -9816079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 103592 members 
Entering Unmasked Estep 
Score: -9816087.000000 Penalty: 5814.455078
	Iteration 36Q: 3 clusters Score -9816087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -9816085.000000 Penalty: 5814.455078
	Iteration 37Q: 3 clusters Score -9816085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 103615 members 
Entering Unmasked Estep 
Score: -9816090.000000 Penalty: 5814.455078
	Iteration 38Q: 3 clusters Score -9816090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -9816085.000000 Penalty: 5814.455078
	Iteration 39Q: 3 clusters Score -9816085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -9816076.000000 Penalty: 5814.455078
	Iteration 40F: 3 clusters Score -9816076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -9816070.000000 Penalty: 5814.455078
	Iteration 41Q: 3 clusters Score -9816070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -9816066.000000 Penalty: 5814.455078
	Iteration 42Q: 3 clusters Score -9816066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -9816074.000000 Penalty: 5814.455078
	Iteration 43Q: 3 clusters Score -9816074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -9816077.000000 Penalty: 5814.455078
	Iteration 44Q: 3 clusters Score -9816077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -9816078.000000 Penalty: 5814.455078
	Iteration 45Q: 3 clusters Score -9816078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -9816070.000000 Penalty: 5814.455078
	Iteration 46Q: 3 clusters Score -9816070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -9816077.000000 Penalty: 5814.455078
	Iteration 47Q: 3 clusters Score -9816077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -9816071.000000 Penalty: 5814.455078
	Iteration 48Q: 3 clusters Score -9816071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -9816071.000000 Penalty: 5814.455078
	Iteration 49F: 3 clusters Score -9816071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Entering Unmasked Estep 
Score: -150634192.000000 Penalty: 149904.375000
Splitting cluster 14 changes total score from -150620496.000000 to -150634192.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (39458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Entering Unmasked Estep 
Score: -3101784.500000 Penalty: 2624.582031
	Iteration 0F: 2 clusters Score -3101784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3075033.500000 Penalty: 5249.164062
	Iteration 0F: 3 clusters Score -3075034 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3085159.000000 Penalty: 5249.164062
	Iteration 1F: 3 clusters Score -3085159 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3086132.000000 Penalty: 5249.164062
	Iteration 2F: 3 clusters Score -3086132 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3087349.500000 Penalty: 5249.164062
	Iteration 3F: 3 clusters Score -3087350 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3089101.500000 Penalty: 5249.164062
	Iteration 4F: 3 clusters Score -3089102 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3091597.750000 Penalty: 5249.164062
	Iteration 5F: 3 clusters Score -3091598 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3094829.500000 Penalty: 5249.164062
	Iteration 6F: 3 clusters Score -3094830 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3098225.500000 Penalty: 5249.164062
	Iteration 7F: 3 clusters Score -3098226 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3101112.250000 Penalty: 5249.164062
	Iteration 8F: 3 clusters Score -3101112 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3103087.250000 Penalty: 5249.164062
	Iteration 9Q: 3 clusters Score -3103087 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3104295.250000 Penalty: 5249.164062
	Iteration 10Q: 3 clusters Score -3104295 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3104823.750000 Penalty: 5249.164062
	Iteration 11Q: 3 clusters Score -3104824 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3105036.000000 Penalty: 5249.164062
	Iteration 12Q: 3 clusters Score -3105036 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3105123.750000 Penalty: 5249.164062
	Iteration 13Q: 3 clusters Score -3105124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3105176.000000 Penalty: 5249.164062
	Iteration 14Q: 3 clusters Score -3105176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3105211.500000 Penalty: 5249.164062
	Iteration 15Q: 3 clusters Score -3105212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3105230.750000 Penalty: 5249.164062
	Iteration 16Q: 3 clusters Score -3105231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3105263.500000 Penalty: 5249.164062
	Iteration 17Q: 3 clusters Score -3105264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3105284.000000 Penalty: 5249.164062
	Iteration 18Q: 3 clusters Score -3105284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3105286.750000 Penalty: 5249.164062
	Iteration 19Q: 3 clusters Score -3105287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3105292.750000 Penalty: 5249.164062
	Iteration 20F: 3 clusters Score -3105293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3105302.250000 Penalty: 5249.164062
	Iteration 21Q: 3 clusters Score -3105302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3105301.750000 Penalty: 5249.164062
	Iteration 22Q: 3 clusters Score -3105302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3105300.000000 Penalty: 5249.164062
	Iteration 23Q: 3 clusters Score -3105300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3105306.750000 Penalty: 5249.164062
	Iteration 24Q: 3 clusters Score -3105307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3105307.750000 Penalty: 5249.164062
	Iteration 25Q: 3 clusters Score -3105308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3105310.250000 Penalty: 5249.164062
	Iteration 26Q: 3 clusters Score -3105310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3105311.750000 Penalty: 5249.164062
	Iteration 27Q: 3 clusters Score -3105312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3105314.000000 Penalty: 5249.164062
	Iteration 28Q: 3 clusters Score -3105314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3105315.750000 Penalty: 5249.164062
	Iteration 29Q: 3 clusters Score -3105316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3105314.250000 Penalty: 5249.164062
	Iteration 30Q: 3 clusters Score -3105314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3105313.250000 Penalty: 5249.164062
	Iteration 31Q: 3 clusters Score -3105313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3105322.500000 Penalty: 5249.164062
	Iteration 32Q: 3 clusters Score -3105322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3105326.500000 Penalty: 5249.164062
	Iteration 33Q: 3 clusters Score -3105326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3105331.500000 Penalty: 5249.164062
	Iteration 34Q: 3 clusters Score -3105332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3105321.500000 Penalty: 5249.164062
	Iteration 35Q: 3 clusters Score -3105322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3105317.500000 Penalty: 5249.164062
	Iteration 36Q: 3 clusters Score -3105318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3105320.750000 Penalty: 5249.164062
	Iteration 37Q: 3 clusters Score -3105321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3105320.500000 Penalty: 5249.164062
	Iteration 38Q: 3 clusters Score -3105320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3105314.500000 Penalty: 5249.164062
	Iteration 39Q: 3 clusters Score -3105314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3105321.500000 Penalty: 5249.164062
	Iteration 40F: 3 clusters Score -3105322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3105320.500000 Penalty: 5249.164062
	Iteration 41Q: 3 clusters Score -3105320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3105317.750000 Penalty: 5249.164062
	Iteration 42Q: 3 clusters Score -3105318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3105314.750000 Penalty: 5249.164062
	Iteration 43Q: 3 clusters Score -3105315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3105320.750000 Penalty: 5249.164062
	Iteration 44Q: 3 clusters Score -3105321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3105316.000000 Penalty: 5249.164062
	Iteration 45Q: 3 clusters Score -3105316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3105321.250000 Penalty: 5249.164062
	Iteration 46Q: 3 clusters Score -3105321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3105325.500000 Penalty: 5249.164062
	Iteration 47Q: 3 clusters Score -3105326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3105324.250000 Penalty: 5249.164062
	Iteration 48Q: 3 clusters Score -3105324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3105324.250000 Penalty: 5249.164062
	Iteration 49F: 3 clusters Score -3105324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 19072 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Entering Unmasked Estep 
Score: -150636304.000000 Penalty: 153473.531250
Splitting cluster 15 changes total score from -150620496.000000 to -150636304.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -2840905.000000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -2840905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2816434.250000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -2816434 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2825495.250000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -2825495 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2826179.000000 Penalty: 5205.720703
	Iteration 2F: 3 clusters Score -2826179 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2826832.500000 Penalty: 5205.720703
	Iteration 3Q: 3 clusters Score -2826832 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2827543.000000 Penalty: 5205.720703
	Iteration 4Q: 3 clusters Score -2827543 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2828485.750000 Penalty: 5205.720703
	Iteration 5F: 3 clusters Score -2828486 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2829589.000000 Penalty: 5205.720703
	Iteration 6F: 3 clusters Score -2829589 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2830826.000000 Penalty: 5205.720703
	Iteration 7F: 3 clusters Score -2830826 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2832174.250000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -2832174 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2833409.000000 Penalty: 5205.720703
	Iteration 9F: 3 clusters Score -2833409 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2834514.500000 Penalty: 5205.720703
	Iteration 10Q: 3 clusters Score -2834514 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2835421.750000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -2835422 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2836157.500000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -2836158 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2836808.250000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -2836808 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2837352.000000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -2837352 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2837772.500000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -2837772 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2838088.000000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -2838088 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2838345.500000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -2838346 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2838547.750000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -2838548 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2838725.000000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -2838725 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2838858.250000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -2838858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2838976.250000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -2838976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2839065.250000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -2839065 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2839155.750000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -2839156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2839200.500000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -2839200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2839238.750000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -2839239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2839261.250000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -2839261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2839291.500000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -2839292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2839306.750000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -2839307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2839311.500000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -2839312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2839325.250000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -2839325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2839322.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -2839322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2839328.000000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -2839328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2839330.500000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -2839330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2839333.000000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -2839333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2839330.750000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -2839331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2839332.750000 Penalty: 5205.720703
	Iteration 36Q: 3 clusters Score -2839333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2839334.250000 Penalty: 5205.720703
	Iteration 37Q: 3 clusters Score -2839334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2839332.500000 Penalty: 5205.720703
	Iteration 38Q: 3 clusters Score -2839332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2839334.000000 Penalty: 5205.720703
	Iteration 39Q: 3 clusters Score -2839334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2839336.750000 Penalty: 5205.720703
	Iteration 40F: 3 clusters Score -2839337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2839338.250000 Penalty: 5205.720703
	Iteration 41Q: 3 clusters Score -2839338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2839338.250000 Penalty: 5205.720703
	Iteration 42F: 3 clusters Score -2839338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (142422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Entering Unmasked Estep 
Score: -11413885.000000 Penalty: 2942.904297
	Iteration 0F: 2 clusters Score -1.141388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -11318415.000000 Penalty: 5885.808594
	Iteration 0F: 3 clusters Score -1.131842e+07 nChanged 68077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -11357560.000000 Penalty: 5885.808594
	Iteration 1F: 3 clusters Score -1.135756e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -11358354.000000 Penalty: 5885.808594
	Iteration 2Q: 3 clusters Score -1.135835e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 73478 members 
Entering Unmasked Estep 
Score: -11359315.000000 Penalty: 5885.808594
	Iteration 3Q: 3 clusters Score -1.135932e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -11360153.000000 Penalty: 5885.808594
	Iteration 4Q: 3 clusters Score -1.136015e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -11361500.000000 Penalty: 5885.808594
	Iteration 5Q: 3 clusters Score -1.13615e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -11363153.000000 Penalty: 5885.808594
	Iteration 6Q: 3 clusters Score -1.136315e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -11365989.000000 Penalty: 5885.808594
	Iteration 7Q: 3 clusters Score -1.136599e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -11370831.000000 Penalty: 5885.808594
	Iteration 8F: 3 clusters Score -1.137083e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -11378071.000000 Penalty: 5885.808594
	Iteration 9F: 3 clusters Score -1.137807e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -11387563.000000 Penalty: 5885.808594
	Iteration 10F: 3 clusters Score -1.138756e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
Score: -11396659.000000 Penalty: 5885.808594
	Iteration 11F: 3 clusters Score -1.139666e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 130656 members 
Entering Unmasked Estep 
Score: -11403107.000000 Penalty: 5885.808594
	Iteration 12F: 3 clusters Score -1.140311e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 135202 members 
Entering Unmasked Estep 
Score: -11407103.000000 Penalty: 5885.808594
	Iteration 13Q: 3 clusters Score -1.14071e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 137643 members 
Entering Unmasked Estep 
Score: -11409330.000000 Penalty: 5885.808594
	Iteration 14Q: 3 clusters Score -1.140933e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 138831 members 
Entering Unmasked Estep 
Score: -11410419.000000 Penalty: 5885.808594
	Iteration 15Q: 3 clusters Score -1.141042e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -11411066.000000 Penalty: 5885.808594
	Iteration 16Q: 3 clusters Score -1.141107e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 139676 members 
Entering Unmasked Estep 
Score: -11411391.000000 Penalty: 5885.808594
	Iteration 17Q: 3 clusters Score -1.141139e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -11411652.000000 Penalty: 5885.808594
	Iteration 18Q: 3 clusters Score -1.141165e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 139945 members 
Entering Unmasked Estep 
Score: -11411825.000000 Penalty: 5885.808594
	Iteration 19Q: 3 clusters Score -1.141182e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -11411978.000000 Penalty: 5885.808594
	Iteration 20F: 3 clusters Score -1.141198e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 140062 members 
Entering Unmasked Estep 
Score: -11412075.000000 Penalty: 5885.808594
	Iteration 21Q: 3 clusters Score -1.141208e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -11412136.000000 Penalty: 5885.808594
	Iteration 22Q: 3 clusters Score -1.141214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 140113 members 
Entering Unmasked Estep 
Score: -11412141.000000 Penalty: 5885.808594
	Iteration 23Q: 3 clusters Score -1.141214e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -11412177.000000 Penalty: 5885.808594
	Iteration 24Q: 3 clusters Score -1.141218e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 140149 members 
Entering Unmasked Estep 
Score: -11412193.000000 Penalty: 5885.808594
	Iteration 25Q: 3 clusters Score -1.141219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -11412198.000000 Penalty: 5885.808594
	Iteration 26Q: 3 clusters Score -1.14122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 140174 members 
Entering Unmasked Estep 
Score: -11412208.000000 Penalty: 5885.808594
	Iteration 27Q: 3 clusters Score -1.141221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 140179 members 
Entering Unmasked Estep 
Score: -11412202.000000 Penalty: 5885.808594
	Iteration 28Q: 3 clusters Score -1.14122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 140183 members 
Entering Unmasked Estep 
Score: -11412201.000000 Penalty: 5885.808594
	Iteration 29Q: 3 clusters Score -1.14122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -11412194.000000 Penalty: 5885.808594
	Iteration 30Q: 3 clusters Score -1.141219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 140201 members 
Entering Unmasked Estep 
Score: -11412205.000000 Penalty: 5885.808594
	Iteration 31Q: 3 clusters Score -1.14122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 140208 members 
Entering Unmasked Estep 
Score: -11412219.000000 Penalty: 5885.808594
	Iteration 32Q: 3 clusters Score -1.141222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 140211 members 
Entering Unmasked Estep 
Score: -11412212.000000 Penalty: 5885.808594
	Iteration 33Q: 3 clusters Score -1.141221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 140219 members 
Entering Unmasked Estep 
Score: -11412228.000000 Penalty: 5885.808594
	Iteration 34Q: 3 clusters Score -1.141223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 140222 members 
Entering Unmasked Estep 
Score: -11412223.000000 Penalty: 5885.808594
	Iteration 35Q: 3 clusters Score -1.141222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 140222 members 
Entering Unmasked Estep 
Score: -11412220.000000 Penalty: 5885.808594
	Iteration 36Q: 3 clusters Score -1.141222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -11412223.000000 Penalty: 5885.808594
	Iteration 37Q: 3 clusters Score -1.141222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -11412215.000000 Penalty: 5885.808594
	Iteration 38Q: 3 clusters Score -1.141222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -11412221.000000 Penalty: 5885.808594
	Iteration 39Q: 3 clusters Score -1.141222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 140235 members 
Entering Unmasked Estep 
Score: -11412225.000000 Penalty: 5885.808594
	Iteration 40F: 3 clusters Score -1.141222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -11412226.000000 Penalty: 5885.808594
	Iteration 41Q: 3 clusters Score -1.141223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -11412218.000000 Penalty: 5885.808594
	Iteration 42Q: 3 clusters Score -1.141222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -11412222.000000 Penalty: 5885.808594
	Iteration 43Q: 3 clusters Score -1.141222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -11412230.000000 Penalty: 5885.808594
	Iteration 44Q: 3 clusters Score -1.141223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -11412234.000000 Penalty: 5885.808594
	Iteration 45Q: 3 clusters Score -1.141223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 140230 members 
Entering Unmasked Estep 
Score: -11412239.000000 Penalty: 5885.808594
	Iteration 46Q: 3 clusters Score -1.141224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -11412243.000000 Penalty: 5885.808594
	Iteration 47Q: 3 clusters Score -1.141224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -11412240.000000 Penalty: 5885.808594
	Iteration 48Q: 3 clusters Score -1.141224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 140229 members 
Entering Unmasked Estep 
Score: -11412242.000000 Penalty: 5885.808594
	Iteration 49Q: 3 clusters Score -1.141224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 140230 members 
Entering Unmasked Estep 
Score: -11412241.000000 Penalty: 5885.808594
	Iteration 50Q: 3 clusters Score -1.141224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -11412235.000000 Penalty: 5885.808594
	Iteration 51Q: 3 clusters Score -1.141224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -11412229.000000 Penalty: 5885.808594
	Iteration 52Q: 3 clusters Score -1.141223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -11412235.000000 Penalty: 5885.808594
	Iteration 53Q: 3 clusters Score -1.141224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 140235 members 
Entering Unmasked Estep 
Score: -11412242.000000 Penalty: 5885.808594
	Iteration 54Q: 3 clusters Score -1.141224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 140235 members 
Entering Unmasked Estep 
Score: -11412242.000000 Penalty: 5885.808594
	Iteration 55F: 3 clusters Score -1.141224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Entering Unmasked Estep 
Score: -621666.000000 Penalty: 2229.814941
	Iteration 0F: 2 clusters Score -621666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -615264.125000 Penalty: 4459.629883
	Iteration 0F: 3 clusters Score -615264.1 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -617114.250000 Penalty: 4459.629883
	Iteration 1F: 3 clusters Score -617114.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -617521.125000 Penalty: 4459.629883
	Iteration 2F: 3 clusters Score -617521.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -617900.687500 Penalty: 4459.629883
	Iteration 3F: 3 clusters Score -617900.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -618281.250000 Penalty: 4459.629883
	Iteration 4F: 3 clusters Score -618281.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -618635.312500 Penalty: 4459.629883
	Iteration 5F: 3 clusters Score -618635.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -618957.187500 Penalty: 4459.629883
	Iteration 6F: 3 clusters Score -618957.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -619256.750000 Penalty: 4459.629883
	Iteration 7Q: 3 clusters Score -619256.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -619501.312500 Penalty: 4459.629883
	Iteration 8Q: 3 clusters Score -619501.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -619676.812500 Penalty: 4459.629883
	Iteration 9Q: 3 clusters Score -619676.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -619800.187500 Penalty: 4459.629883
	Iteration 10Q: 3 clusters Score -619800.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -619883.812500 Penalty: 4459.629883
	Iteration 11Q: 3 clusters Score -619883.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -619944.562500 Penalty: 4459.629883
	Iteration 12Q: 3 clusters Score -619944.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -619982.750000 Penalty: 4459.629883
	Iteration 13Q: 3 clusters Score -619982.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -620012.687500 Penalty: 4459.629883
	Iteration 14Q: 3 clusters Score -620012.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -620039.250000 Penalty: 4459.629883
	Iteration 15Q: 3 clusters Score -620039.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -620063.562500 Penalty: 4459.629883
	Iteration 16Q: 3 clusters Score -620063.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -620079.437500 Penalty: 4459.629883
	Iteration 17Q: 3 clusters Score -620079.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -620095.125000 Penalty: 4459.629883
	Iteration 18Q: 3 clusters Score -620095.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -620105.812500 Penalty: 4459.629883
	Iteration 19Q: 3 clusters Score -620105.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -620116.187500 Penalty: 4459.629883
	Iteration 20F: 3 clusters Score -620116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -620125.625000 Penalty: 4459.629883
	Iteration 21Q: 3 clusters Score -620125.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -620130.375000 Penalty: 4459.629883
	Iteration 22Q: 3 clusters Score -620130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -620130.750000 Penalty: 4459.629883
	Iteration 23Q: 3 clusters Score -620130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -620131.625000 Penalty: 4459.629883
	Iteration 24Q: 3 clusters Score -620131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -620135.000000 Penalty: 4459.629883
	Iteration 25Q: 3 clusters Score -620135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -620136.500000 Penalty: 4459.629883
	Iteration 26Q: 3 clusters Score -620136.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -620137.062500 Penalty: 4459.629883
	Iteration 27Q: 3 clusters Score -620137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -620137.000000 Penalty: 4459.629883
	Iteration 28Q: 3 clusters Score -620137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -620137.375000 Penalty: 4459.629883
	Iteration 29Q: 3 clusters Score -620137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -620137.375000 Penalty: 4459.629883
	Iteration 30F: 3 clusters Score -620137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Entering Unmasked Estep 
Score: -1282718.625000 Penalty: 2444.281982
	Iteration 0F: 2 clusters Score -1282719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1269331.750000 Penalty: 4888.563965
	Iteration 0F: 3 clusters Score -1269332 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1276520.500000 Penalty: 4888.563965
	Iteration 1F: 3 clusters Score -1276520 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1280556.125000 Penalty: 4888.563965
	Iteration 2F: 3 clusters Score -1280556 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1284246.250000 Penalty: 4888.563965
	Iteration 3F: 3 clusters Score -1284246 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1287022.125000 Penalty: 4888.563965
	Iteration 4F: 3 clusters Score -1287022 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1289452.500000 Penalty: 4888.563965
	Iteration 5F: 3 clusters Score -1289452 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1291232.125000 Penalty: 4888.563965
	Iteration 6F: 3 clusters Score -1291232 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1292256.125000 Penalty: 4888.563965
	Iteration 7Q: 3 clusters Score -1292256 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1292885.125000 Penalty: 4888.563965
	Iteration 8Q: 3 clusters Score -1292885 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1293272.625000 Penalty: 4888.563965
	Iteration 9Q: 3 clusters Score -1293273 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1293581.625000 Penalty: 4888.563965
	Iteration 10Q: 3 clusters Score -1293582 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1293807.500000 Penalty: 4888.563965
	Iteration 11Q: 3 clusters Score -1293808 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1293963.125000 Penalty: 4888.563965
	Iteration 12Q: 3 clusters Score -1293963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1294039.250000 Penalty: 4888.563965
	Iteration 13Q: 3 clusters Score -1294039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1294075.750000 Penalty: 4888.563965
	Iteration 14Q: 3 clusters Score -1294076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1294089.375000 Penalty: 4888.563965
	Iteration 15Q: 3 clusters Score -1294089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1294110.125000 Penalty: 4888.563965
	Iteration 16Q: 3 clusters Score -1294110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1294109.000000 Penalty: 4888.563965
	Iteration 17Q: 3 clusters Score -1294109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1294110.500000 Penalty: 4888.563965
	Iteration 18Q: 3 clusters Score -1294110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1294110.625000 Penalty: 4888.563965
	Iteration 19Q: 3 clusters Score -1294111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1294167.250000 Penalty: 4888.563965
	Iteration 20F: 3 clusters Score -1294167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1294195.000000 Penalty: 4888.563965
	Iteration 21Q: 3 clusters Score -1294195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1294207.500000 Penalty: 4888.563965
	Iteration 22Q: 3 clusters Score -1294208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1294214.125000 Penalty: 4888.563965
	Iteration 23Q: 3 clusters Score -1294214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1294215.250000 Penalty: 4888.563965
	Iteration 24Q: 3 clusters Score -1294215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1294215.500000 Penalty: 4888.563965
	Iteration 25Q: 3 clusters Score -1294216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1294217.625000 Penalty: 4888.563965
	Iteration 26Q: 3 clusters Score -1294218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1294222.125000 Penalty: 4888.563965
	Iteration 27Q: 3 clusters Score -1294222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1294221.375000 Penalty: 4888.563965
	Iteration 28Q: 3 clusters Score -1294221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1294222.500000 Penalty: 4888.563965
	Iteration 29Q: 3 clusters Score -1294222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1294223.625000 Penalty: 4888.563965
	Iteration 30Q: 3 clusters Score -1294224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1294224.625000 Penalty: 4888.563965
	Iteration 31Q: 3 clusters Score -1294225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1294223.375000 Penalty: 4888.563965
	Iteration 32Q: 3 clusters Score -1294223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1294220.500000 Penalty: 4888.563965
	Iteration 33Q: 3 clusters Score -1294220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1294220.625000 Penalty: 4888.563965
	Iteration 34Q: 3 clusters Score -1294221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1294220.750000 Penalty: 4888.563965
	Iteration 35Q: 3 clusters Score -1294221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1294220.750000 Penalty: 4888.563965
	Iteration 36F: 3 clusters Score -1294221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Entering Unmasked Estep 
Score: -150646576.000000 Penalty: 157042.671875
Splitting cluster 19 changes total score from -150620496.000000 to -150646576.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 20 (8570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Entering Unmasked Estep 
Score: -589284.625000 Penalty: 2245.893555
	Iteration 0F: 2 clusters Score -589284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -582652.562500 Penalty: 4491.787109
	Iteration 0F: 3 clusters Score -582652.6 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -586475.812500 Penalty: 4491.787109
	Iteration 1F: 3 clusters Score -586475.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -589512.875000 Penalty: 4491.787109
	Iteration 2F: 3 clusters Score -589512.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -591677.062500 Penalty: 4491.787109
	Iteration 3F: 3 clusters Score -591677.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -592869.812500 Penalty: 4491.787109
	Iteration 4F: 3 clusters Score -592869.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -593347.812500 Penalty: 4491.787109
	Iteration 5Q: 3 clusters Score -593347.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -593570.750000 Penalty: 4491.787109
	Iteration 6Q: 3 clusters Score -593570.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -593650.562500 Penalty: 4491.787109
	Iteration 7Q: 3 clusters Score -593650.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -593685.000000 Penalty: 4491.787109
	Iteration 8Q: 3 clusters Score -593685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -593700.250000 Penalty: 4491.787109
	Iteration 9Q: 3 clusters Score -593700.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -593710.437500 Penalty: 4491.787109
	Iteration 10Q: 3 clusters Score -593710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -593714.812500 Penalty: 4491.787109
	Iteration 11Q: 3 clusters Score -593714.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -593716.625000 Penalty: 4491.787109
	Iteration 12Q: 3 clusters Score -593716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -593717.125000 Penalty: 4491.787109
	Iteration 13Q: 3 clusters Score -593717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -593718.812500 Penalty: 4491.787109
	Iteration 14Q: 3 clusters Score -593718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -593721.187500 Penalty: 4491.787109
	Iteration 15Q: 3 clusters Score -593721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -593720.562500 Penalty: 4491.787109
	Iteration 16Q: 3 clusters Score -593720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -593720.562500 Penalty: 4491.787109
	Iteration 17F: 3 clusters Score -593720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 33045 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Entering Unmasked Estep 
Score: -150649616.000000 Penalty: 160611.828125
Splitting cluster 20 changes total score from -150620496.000000 to -150649616.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (143015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Entering Unmasked Estep 
Score: -14022514.000000 Penalty: 2943.934814
	Iteration 0F: 2 clusters Score -1.402251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -13934231.000000 Penalty: 5887.869629
	Iteration 0F: 3 clusters Score -1.393423e+07 nChanged 68056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -13973387.000000 Penalty: 5887.869629
	Iteration 1F: 3 clusters Score -1.397339e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -13974441.000000 Penalty: 5887.869629
	Iteration 2Q: 3 clusters Score -1.397444e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -13975768.000000 Penalty: 5887.869629
	Iteration 3Q: 3 clusters Score -1.397577e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -13977745.000000 Penalty: 5887.869629
	Iteration 4Q: 3 clusters Score -1.397774e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -13980344.000000 Penalty: 5887.869629
	Iteration 5Q: 3 clusters Score -1.398034e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -13984053.000000 Penalty: 5887.869629
	Iteration 6F: 3 clusters Score -1.398405e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -13988873.000000 Penalty: 5887.869629
	Iteration 7F: 3 clusters Score -1.398887e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -13994296.000000 Penalty: 5887.869629
	Iteration 8F: 3 clusters Score -1.39943e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -13999731.000000 Penalty: 5887.869629
	Iteration 9F: 3 clusters Score -1.399973e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -14004905.000000 Penalty: 5887.869629
	Iteration 10F: 3 clusters Score -1.40049e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -14009060.000000 Penalty: 5887.869629
	Iteration 11Q: 3 clusters Score -1.400906e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 113255 members 
Entering Unmasked Estep 
Score: -14012417.000000 Penalty: 5887.869629
	Iteration 12Q: 3 clusters Score -1.401242e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -14014997.000000 Penalty: 5887.869629
	Iteration 13Q: 3 clusters Score -1.4015e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 119560 members 
Entering Unmasked Estep 
Score: -14016963.000000 Penalty: 5887.869629
	Iteration 14Q: 3 clusters Score -1.401696e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -14018444.000000 Penalty: 5887.869629
	Iteration 15Q: 3 clusters Score -1.401844e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 124253 members 
Entering Unmasked Estep 
Score: -14019247.000000 Penalty: 5887.869629
	Iteration 16Q: 3 clusters Score -1.401925e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -14019758.000000 Penalty: 5887.869629
	Iteration 17Q: 3 clusters Score -1.401976e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 127836 members 
Entering Unmasked Estep 
Score: -14020146.000000 Penalty: 5887.869629
	Iteration 18Q: 3 clusters Score -1.402015e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -14020423.000000 Penalty: 5887.869629
	Iteration 19Q: 3 clusters Score -1.402042e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -14020641.000000 Penalty: 5887.869629
	Iteration 20F: 3 clusters Score -1.402064e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 131948 members 
Entering Unmasked Estep 
Score: -14020765.000000 Penalty: 5887.869629
	Iteration 21Q: 3 clusters Score -1.402076e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -14020791.000000 Penalty: 5887.869629
	Iteration 22Q: 3 clusters Score -1.402079e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -14020905.000000 Penalty: 5887.869629
	Iteration 23Q: 3 clusters Score -1.40209e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -14020926.000000 Penalty: 5887.869629
	Iteration 24Q: 3 clusters Score -1.402093e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 135165 members 
Entering Unmasked Estep 
Score: -14020899.000000 Penalty: 5887.869629
	Iteration 25Q: 3 clusters Score -1.40209e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -14020848.000000 Penalty: 5887.869629
	Iteration 26Q: 3 clusters Score -1.402085e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -14020822.000000 Penalty: 5887.869629
	Iteration 27Q: 3 clusters Score -1.402082e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -14020795.000000 Penalty: 5887.869629
	Iteration 28Q: 3 clusters Score -1.40208e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 136820 members 
Entering Unmasked Estep 
Score: -14020760.000000 Penalty: 5887.869629
	Iteration 29Q: 3 clusters Score -1.402076e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 137130 members 
Entering Unmasked Estep 
Score: -14020784.000000 Penalty: 5887.869629
	Iteration 30Q: 3 clusters Score -1.402078e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -14020734.000000 Penalty: 5887.869629
	Iteration 31Q: 3 clusters Score -1.402073e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 137656 members 
Entering Unmasked Estep 
Score: -14020771.000000 Penalty: 5887.869629
	Iteration 32Q: 3 clusters Score -1.402077e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 137883 members 
Entering Unmasked Estep 
Score: -14020781.000000 Penalty: 5887.869629
	Iteration 33Q: 3 clusters Score -1.402078e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 138106 members 
Entering Unmasked Estep 
Score: -14020754.000000 Penalty: 5887.869629
	Iteration 34Q: 3 clusters Score -1.402075e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 138298 members 
Entering Unmasked Estep 
Score: -14020740.000000 Penalty: 5887.869629
	Iteration 35Q: 3 clusters Score -1.402074e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 138471 members 
Entering Unmasked Estep 
Score: -14020659.000000 Penalty: 5887.869629
	Iteration 36Q: 3 clusters Score -1.402066e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 138636 members 
Entering Unmasked Estep 
Score: -14020672.000000 Penalty: 5887.869629
	Iteration 37Q: 3 clusters Score -1.402067e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -14020676.000000 Penalty: 5887.869629
	Iteration 38Q: 3 clusters Score -1.402068e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -14020668.000000 Penalty: 5887.869629
	Iteration 39Q: 3 clusters Score -1.402067e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 139076 members 
Entering Unmasked Estep 
Score: -14020631.000000 Penalty: 5887.869629
	Iteration 40F: 3 clusters Score -1.402063e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -14020590.000000 Penalty: 5887.869629
	Iteration 41Q: 3 clusters Score -1.402059e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -14020562.000000 Penalty: 5887.869629
	Iteration 42Q: 3 clusters Score -1.402056e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -14020555.000000 Penalty: 5887.869629
	Iteration 43Q: 3 clusters Score -1.402056e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 139480 members 
Entering Unmasked Estep 
Score: -14020573.000000 Penalty: 5887.869629
	Iteration 44Q: 3 clusters Score -1.402057e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 139559 members 
Entering Unmasked Estep 
Score: -14020579.000000 Penalty: 5887.869629
	Iteration 45Q: 3 clusters Score -1.402058e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 139613 members 
Entering Unmasked Estep 
Score: -14020581.000000 Penalty: 5887.869629
	Iteration 46Q: 3 clusters Score -1.402058e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -14020573.000000 Penalty: 5887.869629
	Iteration 47Q: 3 clusters Score -1.402057e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -14020557.000000 Penalty: 5887.869629
	Iteration 48Q: 3 clusters Score -1.402056e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 139729 members 
Entering Unmasked Estep 
Score: -14020548.000000 Penalty: 5887.869629
	Iteration 49Q: 3 clusters Score -1.402055e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -14020567.000000 Penalty: 5887.869629
	Iteration 50Q: 3 clusters Score -1.402057e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 139808 members 
Entering Unmasked Estep 
Score: -14020577.000000 Penalty: 5887.869629
	Iteration 51Q: 3 clusters Score -1.402058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 139830 members 
Entering Unmasked Estep 
Score: -14020569.000000 Penalty: 5887.869629
	Iteration 52Q: 3 clusters Score -1.402057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 139855 members 
Entering Unmasked Estep 
Score: -14020560.000000 Penalty: 5887.869629
	Iteration 53Q: 3 clusters Score -1.402056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 139879 members 
Entering Unmasked Estep 
Score: -14020572.000000 Penalty: 5887.869629
	Iteration 54Q: 3 clusters Score -1.402057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 139904 members 
Entering Unmasked Estep 
Score: -14020571.000000 Penalty: 5887.869629
	Iteration 55Q: 3 clusters Score -1.402057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 139929 members 
Entering Unmasked Estep 
Score: -14020592.000000 Penalty: 5887.869629
	Iteration 56Q: 3 clusters Score -1.402059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 139952 members 
Entering Unmasked Estep 
Score: -14020588.000000 Penalty: 5887.869629
	Iteration 57Q: 3 clusters Score -1.402059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 139970 members 
Entering Unmasked Estep 
Score: -14020576.000000 Penalty: 5887.869629
	Iteration 58Q: 3 clusters Score -1.402058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -14020578.000000 Penalty: 5887.869629
	Iteration 59Q: 3 clusters Score -1.402058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 140000 members 
Entering Unmasked Estep 
Score: -14020569.000000 Penalty: 5887.869629
	Iteration 60F: 3 clusters Score -1.402057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 140005 members 
Entering Unmasked Estep 
Score: -14020557.000000 Penalty: 5887.869629
	Iteration 61Q: 3 clusters Score -1.402056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 140012 members 
Entering Unmasked Estep 
Score: -14020553.000000 Penalty: 5887.869629
	Iteration 62Q: 3 clusters Score -1.402055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 140019 members 
Entering Unmasked Estep 
Score: -14020566.000000 Penalty: 5887.869629
	Iteration 63Q: 3 clusters Score -1.402057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 140031 members 
Entering Unmasked Estep 
Score: -14020567.000000 Penalty: 5887.869629
	Iteration 64Q: 3 clusters Score -1.402057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -14020575.000000 Penalty: 5887.869629
	Iteration 65Q: 3 clusters Score -1.402058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 140062 members 
Entering Unmasked Estep 
Score: -14020566.000000 Penalty: 5887.869629
	Iteration 66Q: 3 clusters Score -1.402057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 140080 members 
Entering Unmasked Estep 
Score: -14020564.000000 Penalty: 5887.869629
	Iteration 67Q: 3 clusters Score -1.402056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 140089 members 
Entering Unmasked Estep 
Score: -14020577.000000 Penalty: 5887.869629
	Iteration 68Q: 3 clusters Score -1.402058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 140098 members 
Entering Unmasked Estep 
Score: -14020613.000000 Penalty: 5887.869629
	Iteration 69Q: 3 clusters Score -1.402061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 140120 members 
Entering Unmasked Estep 
Score: -14020608.000000 Penalty: 5887.869629
	Iteration 70Q: 3 clusters Score -1.402061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 140141 members 
Entering Unmasked Estep 
Score: -14020605.000000 Penalty: 5887.869629
	Iteration 71Q: 3 clusters Score -1.40206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -14020635.000000 Penalty: 5887.869629
	Iteration 72Q: 3 clusters Score -1.402064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 140184 members 
Entering Unmasked Estep 
Score: -14020620.000000 Penalty: 5887.869629
	Iteration 73Q: 3 clusters Score -1.402062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 140204 members 
Entering Unmasked Estep 
Score: -14020603.000000 Penalty: 5887.869629
	Iteration 74Q: 3 clusters Score -1.40206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 140220 members 
Entering Unmasked Estep 
Score: -14020608.000000 Penalty: 5887.869629
	Iteration 75Q: 3 clusters Score -1.402061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 140228 members 
Entering Unmasked Estep 
Score: -14020598.000000 Penalty: 5887.869629
	Iteration 76Q: 3 clusters Score -1.40206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -14020596.000000 Penalty: 5887.869629
	Iteration 77Q: 3 clusters Score -1.40206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 140250 members 
Entering Unmasked Estep 
Score: -14020624.000000 Penalty: 5887.869629
	Iteration 78Q: 3 clusters Score -1.402062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 140263 members 
Entering Unmasked Estep 
Score: -14020603.000000 Penalty: 5887.869629
	Iteration 79Q: 3 clusters Score -1.40206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -14020625.000000 Penalty: 5887.869629
	Iteration 80F: 3 clusters Score -1.402062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 140279 members 
Entering Unmasked Estep 
Score: -14020627.000000 Penalty: 5887.869629
	Iteration 81Q: 3 clusters Score -1.402063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 140287 members 
Entering Unmasked Estep 
Score: -14020611.000000 Penalty: 5887.869629
	Iteration 82Q: 3 clusters Score -1.402061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -14020614.000000 Penalty: 5887.869629
	Iteration 83Q: 3 clusters Score -1.402061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 140299 members 
Entering Unmasked Estep 
Score: -14020624.000000 Penalty: 5887.869629
	Iteration 84Q: 3 clusters Score -1.402062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -14020622.000000 Penalty: 5887.869629
	Iteration 85Q: 3 clusters Score -1.402062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 140317 members 
Entering Unmasked Estep 
Score: -14020614.000000 Penalty: 5887.869629
	Iteration 86Q: 3 clusters Score -1.402061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -14020618.000000 Penalty: 5887.869629
	Iteration 87Q: 3 clusters Score -1.402062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 140322 members 
Entering Unmasked Estep 
Score: -14020632.000000 Penalty: 5887.869629
	Iteration 88Q: 3 clusters Score -1.402063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 140322 members 
Entering Unmasked Estep 
Score: -14020632.000000 Penalty: 5887.869629
	Iteration 89F: 3 clusters Score -1.402063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Entering Unmasked Estep 
Score: -2448111.500000 Penalty: 2580.594971
	Iteration 0F: 2 clusters Score -2448112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2425759.250000 Penalty: 5161.189941
	Iteration 0F: 3 clusters Score -2425759 nChanged 14942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2434485.500000 Penalty: 5161.189941
	Iteration 1F: 3 clusters Score -2434486 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2435705.000000 Penalty: 5161.189941
	Iteration 2F: 3 clusters Score -2435705 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2437548.000000 Penalty: 5161.189941
	Iteration 3F: 3 clusters Score -2437548 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2440430.750000 Penalty: 5161.189941
	Iteration 4F: 3 clusters Score -2440431 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2443634.500000 Penalty: 5161.189941
	Iteration 5F: 3 clusters Score -2443634 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2446237.250000 Penalty: 5161.189941
	Iteration 6F: 3 clusters Score -2446237 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2447766.750000 Penalty: 5161.189941
	Iteration 7F: 3 clusters Score -2447767 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2448577.750000 Penalty: 5161.189941
	Iteration 8Q: 3 clusters Score -2448578 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2448964.250000 Penalty: 5161.189941
	Iteration 9Q: 3 clusters Score -2448964 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2449159.000000 Penalty: 5161.189941
	Iteration 10Q: 3 clusters Score -2449159 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2449295.750000 Penalty: 5161.189941
	Iteration 11Q: 3 clusters Score -2449296 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2449382.750000 Penalty: 5161.189941
	Iteration 12Q: 3 clusters Score -2449383 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2449441.000000 Penalty: 5161.189941
	Iteration 13Q: 3 clusters Score -2449441 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2449489.500000 Penalty: 5161.189941
	Iteration 14Q: 3 clusters Score -2449490 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2449555.500000 Penalty: 5161.189941
	Iteration 15Q: 3 clusters Score -2449556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2449599.750000 Penalty: 5161.189941
	Iteration 16Q: 3 clusters Score -2449600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2449641.750000 Penalty: 5161.189941
	Iteration 17Q: 3 clusters Score -2449642 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2449676.750000 Penalty: 5161.189941
	Iteration 18Q: 3 clusters Score -2449677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2449712.250000 Penalty: 5161.189941
	Iteration 19Q: 3 clusters Score -2449712 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2449744.000000 Penalty: 5161.189941
	Iteration 20F: 3 clusters Score -2449744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2449746.750000 Penalty: 5161.189941
	Iteration 21Q: 3 clusters Score -2449747 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2449768.250000 Penalty: 5161.189941
	Iteration 22Q: 3 clusters Score -2449768 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2449785.000000 Penalty: 5161.189941
	Iteration 23Q: 3 clusters Score -2449785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2449795.250000 Penalty: 5161.189941
	Iteration 24Q: 3 clusters Score -2449795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2449814.000000 Penalty: 5161.189941
	Iteration 25Q: 3 clusters Score -2449814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2449832.000000 Penalty: 5161.189941
	Iteration 26Q: 3 clusters Score -2449832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2449852.250000 Penalty: 5161.189941
	Iteration 27Q: 3 clusters Score -2449852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2449870.000000 Penalty: 5161.189941
	Iteration 28Q: 3 clusters Score -2449870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2449901.000000 Penalty: 5161.189941
	Iteration 29Q: 3 clusters Score -2449901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2449930.000000 Penalty: 5161.189941
	Iteration 30Q: 3 clusters Score -2449930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2449955.750000 Penalty: 5161.189941
	Iteration 31Q: 3 clusters Score -2449956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2449977.250000 Penalty: 5161.189941
	Iteration 32Q: 3 clusters Score -2449977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2449996.500000 Penalty: 5161.189941
	Iteration 33Q: 3 clusters Score -2449996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2450018.250000 Penalty: 5161.189941
	Iteration 34Q: 3 clusters Score -2450018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2450049.750000 Penalty: 5161.189941
	Iteration 35Q: 3 clusters Score -2450050 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2450072.750000 Penalty: 5161.189941
	Iteration 36Q: 3 clusters Score -2450073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2450105.500000 Penalty: 5161.189941
	Iteration 37Q: 3 clusters Score -2450106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2450149.500000 Penalty: 5161.189941
	Iteration 38Q: 3 clusters Score -2450150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2450214.250000 Penalty: 5161.189941
	Iteration 39Q: 3 clusters Score -2450214 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2450281.250000 Penalty: 5161.189941
	Iteration 40F: 3 clusters Score -2450281 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2450377.500000 Penalty: 5161.189941
	Iteration 41Q: 3 clusters Score -2450378 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2450474.750000 Penalty: 5161.189941
	Iteration 42Q: 3 clusters Score -2450475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2450677.250000 Penalty: 5161.189941
	Iteration 43Q: 3 clusters Score -2450677 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2450996.750000 Penalty: 5161.189941
	Iteration 44Q: 3 clusters Score -2450997 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2451407.250000 Penalty: 5161.189941
	Iteration 45Q: 3 clusters Score -2451407 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2451903.250000 Penalty: 5161.189941
	Iteration 46Q: 3 clusters Score -2451903 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2452519.500000 Penalty: 5161.189941
	Iteration 47Q: 3 clusters Score -2452520 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2452894.500000 Penalty: 5161.189941
	Iteration 48Q: 3 clusters Score -2452894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2452991.000000 Penalty: 5161.189941
	Iteration 49Q: 3 clusters Score -2452991 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2453051.250000 Penalty: 5161.189941
	Iteration 50Q: 3 clusters Score -2453051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2453070.500000 Penalty: 5161.189941
	Iteration 51Q: 3 clusters Score -2453070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2453079.250000 Penalty: 5161.189941
	Iteration 52Q: 3 clusters Score -2453079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2453078.750000 Penalty: 5161.189941
	Iteration 53Q: 3 clusters Score -2453079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2453081.500000 Penalty: 5161.189941
	Iteration 54Q: 3 clusters Score -2453082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2453083.250000 Penalty: 5161.189941
	Iteration 55Q: 3 clusters Score -2453083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2453080.750000 Penalty: 5161.189941
	Iteration 56Q: 3 clusters Score -2453081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2453084.000000 Penalty: 5161.189941
	Iteration 57Q: 3 clusters Score -2453084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2453085.500000 Penalty: 5161.189941
	Iteration 58Q: 3 clusters Score -2453086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2453085.500000 Penalty: 5161.189941
	Iteration 59Q: 3 clusters Score -2453086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2453090.500000 Penalty: 5161.189941
	Iteration 60F: 3 clusters Score -2453090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2453094.500000 Penalty: 5161.189941
	Iteration 61Q: 3 clusters Score -2453094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2453096.500000 Penalty: 5161.189941
	Iteration 62Q: 3 clusters Score -2453096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2453096.000000 Penalty: 5161.189941
	Iteration 63Q: 3 clusters Score -2453096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2453097.250000 Penalty: 5161.189941
	Iteration 64Q: 3 clusters Score -2453097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2453097.250000 Penalty: 5161.189941
	Iteration 65F: 3 clusters Score -2453097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Entering Unmasked Estep 
Score: -150654416.000000 Penalty: 164180.984375
Splitting cluster 22 changes total score from -150620496.000000 to -150654416.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 23 (50254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Entering Unmasked Estep 
Score: -3937508.500000 Penalty: 2684.561523
	Iteration 0F: 2 clusters Score -3937508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3903853.750000 Penalty: 5369.123047
	Iteration 0F: 3 clusters Score -3903854 nChanged 23114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3917798.750000 Penalty: 5369.123047
	Iteration 1F: 3 clusters Score -3917799 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3920045.750000 Penalty: 5369.123047
	Iteration 2F: 3 clusters Score -3920046 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3923348.250000 Penalty: 5369.123047
	Iteration 3F: 3 clusters Score -3923348 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -3927096.250000 Penalty: 5369.123047
	Iteration 4F: 3 clusters Score -3927096 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -3930100.500000 Penalty: 5369.123047
	Iteration 5F: 3 clusters Score -3930100 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -3932047.750000 Penalty: 5369.123047
	Iteration 6F: 3 clusters Score -3932048 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -3933252.500000 Penalty: 5369.123047
	Iteration 7Q: 3 clusters Score -3933252 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -3934087.750000 Penalty: 5369.123047
	Iteration 8Q: 3 clusters Score -3934088 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -3934668.250000 Penalty: 5369.123047
	Iteration 9Q: 3 clusters Score -3934668 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -3935196.750000 Penalty: 5369.123047
	Iteration 10Q: 3 clusters Score -3935197 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -3935786.250000 Penalty: 5369.123047
	Iteration 11Q: 3 clusters Score -3935786 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -3936369.750000 Penalty: 5369.123047
	Iteration 12Q: 3 clusters Score -3936370 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -3937029.250000 Penalty: 5369.123047
	Iteration 13Q: 3 clusters Score -3937029 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -3937887.000000 Penalty: 5369.123047
	Iteration 14Q: 3 clusters Score -3937887 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -3938579.250000 Penalty: 5369.123047
	Iteration 15Q: 3 clusters Score -3938579 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -3938931.500000 Penalty: 5369.123047
	Iteration 16Q: 3 clusters Score -3938932 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -3939181.250000 Penalty: 5369.123047
	Iteration 17Q: 3 clusters Score -3939181 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -3939380.750000 Penalty: 5369.123047
	Iteration 18Q: 3 clusters Score -3939381 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -3939576.500000 Penalty: 5369.123047
	Iteration 19Q: 3 clusters Score -3939576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -3939766.750000 Penalty: 5369.123047
	Iteration 20F: 3 clusters Score -3939767 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -3939949.250000 Penalty: 5369.123047
	Iteration 21Q: 3 clusters Score -3939949 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -3940060.500000 Penalty: 5369.123047
	Iteration 22Q: 3 clusters Score -3940060 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -3940119.000000 Penalty: 5369.123047
	Iteration 23Q: 3 clusters Score -3940119 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -3940157.000000 Penalty: 5369.123047
	Iteration 24Q: 3 clusters Score -3940157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -3940176.500000 Penalty: 5369.123047
	Iteration 25Q: 3 clusters Score -3940176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -3940190.500000 Penalty: 5369.123047
	Iteration 26Q: 3 clusters Score -3940190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -3940197.500000 Penalty: 5369.123047
	Iteration 27Q: 3 clusters Score -3940198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -3940202.250000 Penalty: 5369.123047
	Iteration 28Q: 3 clusters Score -3940202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -3940200.500000 Penalty: 5369.123047
	Iteration 29Q: 3 clusters Score -3940200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -3940202.750000 Penalty: 5369.123047
	Iteration 30Q: 3 clusters Score -3940203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -3940203.250000 Penalty: 5369.123047
	Iteration 31Q: 3 clusters Score -3940203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -3940205.750000 Penalty: 5369.123047
	Iteration 32Q: 3 clusters Score -3940206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -3940206.500000 Penalty: 5369.123047
	Iteration 33Q: 3 clusters Score -3940206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -3940207.500000 Penalty: 5369.123047
	Iteration 34Q: 3 clusters Score -3940208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -3940208.000000 Penalty: 5369.123047
	Iteration 35Q: 3 clusters Score -3940208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -3940210.750000 Penalty: 5369.123047
	Iteration 36Q: 3 clusters Score -3940211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -3940212.250000 Penalty: 5369.123047
	Iteration 37Q: 3 clusters Score -3940212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -3940213.250000 Penalty: 5369.123047
	Iteration 38Q: 3 clusters Score -3940213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -3940213.750000 Penalty: 5369.123047
	Iteration 39Q: 3 clusters Score -3940214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -3940214.000000 Penalty: 5369.123047
	Iteration 40F: 3 clusters Score -3940214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -3940215.000000 Penalty: 5369.123047
	Iteration 41Q: 3 clusters Score -3940215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -3940215.000000 Penalty: 5369.123047
	Iteration 42Q: 3 clusters Score -3940215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -3940218.000000 Penalty: 5369.123047
	Iteration 43Q: 3 clusters Score -3940218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -3940218.500000 Penalty: 5369.123047
	Iteration 44Q: 3 clusters Score -3940218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -3940220.250000 Penalty: 5369.123047
	Iteration 45Q: 3 clusters Score -3940220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -3940218.250000 Penalty: 5369.123047
	Iteration 46Q: 3 clusters Score -3940218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -3940221.500000 Penalty: 5369.123047
	Iteration 47Q: 3 clusters Score -3940222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -3940221.250000 Penalty: 5369.123047
	Iteration 48Q: 3 clusters Score -3940221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -3940221.250000 Penalty: 5369.123047
	Iteration 49F: 3 clusters Score -3940221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Entering Unmasked Estep 
Score: -150657136.000000 Penalty: 167750.125000
Splitting cluster 23 changes total score from -150620496.000000 to -150657136.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 24 (58131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Entering Unmasked Estep 
Score: -5934638.500000 Penalty: 2720.672607
	Iteration 0F: 2 clusters Score -5934638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5896025.500000 Penalty: 5441.345215
	Iteration 0F: 3 clusters Score -5896026 nChanged 26915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5911093.000000 Penalty: 5441.345215
	Iteration 1F: 3 clusters Score -5911093 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5911762.000000 Penalty: 5441.345215
	Iteration 2Q: 3 clusters Score -5911762 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5912468.500000 Penalty: 5441.345215
	Iteration 3Q: 3 clusters Score -5912468 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5913224.000000 Penalty: 5441.345215
	Iteration 4Q: 3 clusters Score -5913224 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5914123.500000 Penalty: 5441.345215
	Iteration 5Q: 3 clusters Score -5914124 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -5915114.500000 Penalty: 5441.345215
	Iteration 6Q: 3 clusters Score -5915114 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5916270.000000 Penalty: 5441.345215
	Iteration 7Q: 3 clusters Score -5916270 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5917550.000000 Penalty: 5441.345215
	Iteration 8Q: 3 clusters Score -5917550 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5919018.500000 Penalty: 5441.345215
	Iteration 9F: 3 clusters Score -5919018 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -5920418.000000 Penalty: 5441.345215
	Iteration 10F: 3 clusters Score -5920418 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5921610.000000 Penalty: 5441.345215
	Iteration 11Q: 3 clusters Score -5921610 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -5922407.500000 Penalty: 5441.345215
	Iteration 12Q: 3 clusters Score -5922408 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5923014.000000 Penalty: 5441.345215
	Iteration 13Q: 3 clusters Score -5923014 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5923516.500000 Penalty: 5441.345215
	Iteration 14Q: 3 clusters Score -5923516 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5923981.500000 Penalty: 5441.345215
	Iteration 15Q: 3 clusters Score -5923982 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5924367.500000 Penalty: 5441.345215
	Iteration 16Q: 3 clusters Score -5924368 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -5924792.000000 Penalty: 5441.345215
	Iteration 17Q: 3 clusters Score -5924792 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -5925158.500000 Penalty: 5441.345215
	Iteration 18Q: 3 clusters Score -5925158 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -5925451.500000 Penalty: 5441.345215
	Iteration 19Q: 3 clusters Score -5925452 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5925746.000000 Penalty: 5441.345215
	Iteration 20F: 3 clusters Score -5925746 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5926006.000000 Penalty: 5441.345215
	Iteration 21Q: 3 clusters Score -5926006 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5926281.000000 Penalty: 5441.345215
	Iteration 22Q: 3 clusters Score -5926281 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5926539.000000 Penalty: 5441.345215
	Iteration 23Q: 3 clusters Score -5926539 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5926855.500000 Penalty: 5441.345215
	Iteration 24Q: 3 clusters Score -5926856 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -5927187.000000 Penalty: 5441.345215
	Iteration 25Q: 3 clusters Score -5927187 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5927541.500000 Penalty: 5441.345215
	Iteration 26Q: 3 clusters Score -5927542 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -5927909.500000 Penalty: 5441.345215
	Iteration 27Q: 3 clusters Score -5927910 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -5928339.500000 Penalty: 5441.345215
	Iteration 28Q: 3 clusters Score -5928340 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5928709.000000 Penalty: 5441.345215
	Iteration 29Q: 3 clusters Score -5928709 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5929074.500000 Penalty: 5441.345215
	Iteration 30Q: 3 clusters Score -5929074 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -5929484.500000 Penalty: 5441.345215
	Iteration 31Q: 3 clusters Score -5929484 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5929913.000000 Penalty: 5441.345215
	Iteration 32Q: 3 clusters Score -5929913 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -5930292.500000 Penalty: 5441.345215
	Iteration 33Q: 3 clusters Score -5930292 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5930622.500000 Penalty: 5441.345215
	Iteration 34Q: 3 clusters Score -5930622 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5930916.000000 Penalty: 5441.345215
	Iteration 35Q: 3 clusters Score -5930916 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5931164.500000 Penalty: 5441.345215
	Iteration 36Q: 3 clusters Score -5931164 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5931401.500000 Penalty: 5441.345215
	Iteration 37Q: 3 clusters Score -5931402 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5931619.000000 Penalty: 5441.345215
	Iteration 38Q: 3 clusters Score -5931619 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5931811.500000 Penalty: 5441.345215
	Iteration 39Q: 3 clusters Score -5931812 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5931959.000000 Penalty: 5441.345215
	Iteration 40F: 3 clusters Score -5931959 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5932091.000000 Penalty: 5441.345215
	Iteration 41Q: 3 clusters Score -5932091 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5932196.000000 Penalty: 5441.345215
	Iteration 42Q: 3 clusters Score -5932196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5932300.500000 Penalty: 5441.345215
	Iteration 43Q: 3 clusters Score -5932300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5932369.500000 Penalty: 5441.345215
	Iteration 44Q: 3 clusters Score -5932370 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5932428.000000 Penalty: 5441.345215
	Iteration 45Q: 3 clusters Score -5932428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5932469.500000 Penalty: 5441.345215
	Iteration 46Q: 3 clusters Score -5932470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5932521.000000 Penalty: 5441.345215
	Iteration 47Q: 3 clusters Score -5932521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5932552.000000 Penalty: 5441.345215
	Iteration 48Q: 3 clusters Score -5932552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5932593.000000 Penalty: 5441.345215
	Iteration 49Q: 3 clusters Score -5932593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5932619.500000 Penalty: 5441.345215
	Iteration 50Q: 3 clusters Score -5932620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5932664.000000 Penalty: 5441.345215
	Iteration 51Q: 3 clusters Score -5932664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5932679.000000 Penalty: 5441.345215
	Iteration 52Q: 3 clusters Score -5932679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5932701.500000 Penalty: 5441.345215
	Iteration 53Q: 3 clusters Score -5932702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5932712.000000 Penalty: 5441.345215
	Iteration 54Q: 3 clusters Score -5932712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5932716.500000 Penalty: 5441.345215
	Iteration 55Q: 3 clusters Score -5932716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5932722.500000 Penalty: 5441.345215
	Iteration 56Q: 3 clusters Score -5932722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5932728.000000 Penalty: 5441.345215
	Iteration 57Q: 3 clusters Score -5932728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5932734.500000 Penalty: 5441.345215
	Iteration 58Q: 3 clusters Score -5932734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5932734.500000 Penalty: 5441.345215
	Iteration 59Q: 3 clusters Score -5932734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5932745.000000 Penalty: 5441.345215
	Iteration 60F: 3 clusters Score -5932745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5932739.000000 Penalty: 5441.345215
	Iteration 61Q: 3 clusters Score -5932739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5932744.500000 Penalty: 5441.345215
	Iteration 62Q: 3 clusters Score -5932744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5932762.500000 Penalty: 5441.345215
	Iteration 63Q: 3 clusters Score -5932762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5932756.500000 Penalty: 5441.345215
	Iteration 64Q: 3 clusters Score -5932756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5932767.000000 Penalty: 5441.345215
	Iteration 65Q: 3 clusters Score -5932767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5932777.000000 Penalty: 5441.345215
	Iteration 66Q: 3 clusters Score -5932777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5932770.500000 Penalty: 5441.345215
	Iteration 67Q: 3 clusters Score -5932770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5932780.500000 Penalty: 5441.345215
	Iteration 68Q: 3 clusters Score -5932780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5932784.500000 Penalty: 5441.345215
	Iteration 69Q: 3 clusters Score -5932784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5932786.500000 Penalty: 5441.345215
	Iteration 70Q: 3 clusters Score -5932786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5932790.000000 Penalty: 5441.345215
	Iteration 71Q: 3 clusters Score -5932790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5932786.000000 Penalty: 5441.345215
	Iteration 72Q: 3 clusters Score -5932786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5932786.500000 Penalty: 5441.345215
	Iteration 73Q: 3 clusters Score -5932786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5932791.000000 Penalty: 5441.345215
	Iteration 74Q: 3 clusters Score -5932791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5932794.000000 Penalty: 5441.345215
	Iteration 75Q: 3 clusters Score -5932794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5932791.000000 Penalty: 5441.345215
	Iteration 76Q: 3 clusters Score -5932791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5932791.000000 Penalty: 5441.345215
	Iteration 77F: 3 clusters Score -5932791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Entering Unmasked Estep 
Score: -936164.562500 Penalty: 2294.391357
	Iteration 0F: 2 clusters Score -936164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -928339.437500 Penalty: 4588.782715
	Iteration 0F: 3 clusters Score -928339.4 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -930950.312500 Penalty: 4588.782715
	Iteration 1F: 3 clusters Score -930950.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -931638.500000 Penalty: 4588.782715
	Iteration 2F: 3 clusters Score -931638.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -932446.062500 Penalty: 4588.782715
	Iteration 3F: 3 clusters Score -932446.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -933357.250000 Penalty: 4588.782715
	Iteration 4F: 3 clusters Score -933357.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -934109.687500 Penalty: 4588.782715
	Iteration 5F: 3 clusters Score -934109.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -934574.312500 Penalty: 4588.782715
	Iteration 6F: 3 clusters Score -934574.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -934885.437500 Penalty: 4588.782715
	Iteration 7Q: 3 clusters Score -934885.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -935184.687500 Penalty: 4588.782715
	Iteration 8Q: 3 clusters Score -935184.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -935498.750000 Penalty: 4588.782715
	Iteration 9Q: 3 clusters Score -935498.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -935770.312500 Penalty: 4588.782715
	Iteration 10Q: 3 clusters Score -935770.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -935957.562500 Penalty: 4588.782715
	Iteration 11Q: 3 clusters Score -935957.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -936097.437500 Penalty: 4588.782715
	Iteration 12Q: 3 clusters Score -936097.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -936190.687500 Penalty: 4588.782715
	Iteration 13Q: 3 clusters Score -936190.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -936264.000000 Penalty: 4588.782715
	Iteration 14Q: 3 clusters Score -936264 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -936325.687500 Penalty: 4588.782715
	Iteration 15Q: 3 clusters Score -936325.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -936372.937500 Penalty: 4588.782715
	Iteration 16Q: 3 clusters Score -936372.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -936403.937500 Penalty: 4588.782715
	Iteration 17Q: 3 clusters Score -936403.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -936435.562500 Penalty: 4588.782715
	Iteration 18Q: 3 clusters Score -936435.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -936467.500000 Penalty: 4588.782715
	Iteration 19Q: 3 clusters Score -936467.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -936496.875000 Penalty: 4588.782715
	Iteration 20F: 3 clusters Score -936496.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -936522.562500 Penalty: 4588.782715
	Iteration 21Q: 3 clusters Score -936522.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -936548.250000 Penalty: 4588.782715
	Iteration 22Q: 3 clusters Score -936548.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -936564.625000 Penalty: 4588.782715
	Iteration 23Q: 3 clusters Score -936564.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -936579.000000 Penalty: 4588.782715
	Iteration 24Q: 3 clusters Score -936579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -936595.812500 Penalty: 4588.782715
	Iteration 25Q: 3 clusters Score -936595.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -936605.500000 Penalty: 4588.782715
	Iteration 26Q: 3 clusters Score -936605.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -936617.187500 Penalty: 4588.782715
	Iteration 27Q: 3 clusters Score -936617.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -936630.312500 Penalty: 4588.782715
	Iteration 28Q: 3 clusters Score -936630.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -936638.750000 Penalty: 4588.782715
	Iteration 29Q: 3 clusters Score -936638.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -936651.687500 Penalty: 4588.782715
	Iteration 30Q: 3 clusters Score -936651.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -936659.312500 Penalty: 4588.782715
	Iteration 31Q: 3 clusters Score -936659.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -936666.625000 Penalty: 4588.782715
	Iteration 32Q: 3 clusters Score -936666.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -936672.250000 Penalty: 4588.782715
	Iteration 33Q: 3 clusters Score -936672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -936673.937500 Penalty: 4588.782715
	Iteration 34Q: 3 clusters Score -936673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -936676.125000 Penalty: 4588.782715
	Iteration 35Q: 3 clusters Score -936676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -936676.750000 Penalty: 4588.782715
	Iteration 36Q: 3 clusters Score -936676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -936676.750000 Penalty: 4588.782715
	Iteration 37Q: 3 clusters Score -936676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -936680.000000 Penalty: 4588.782715
	Iteration 38Q: 3 clusters Score -936680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -936683.812500 Penalty: 4588.782715
	Iteration 39Q: 3 clusters Score -936683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -936686.062500 Penalty: 4588.782715
	Iteration 40F: 3 clusters Score -936686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -936686.812500 Penalty: 4588.782715
	Iteration 41Q: 3 clusters Score -936686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -936689.062500 Penalty: 4588.782715
	Iteration 42Q: 3 clusters Score -936689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -936689.625000 Penalty: 4588.782715
	Iteration 43Q: 3 clusters Score -936689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -936689.500000 Penalty: 4588.782715
	Iteration 44Q: 3 clusters Score -936689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -936688.937500 Penalty: 4588.782715
	Iteration 45Q: 3 clusters Score -936688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -936690.812500 Penalty: 4588.782715
	Iteration 46Q: 3 clusters Score -936690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -936690.812500 Penalty: 4588.782715
	Iteration 47F: 3 clusters Score -936690.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 15785 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Entering Unmasked Estep 
Score: -150656368.000000 Penalty: 171319.281250
Splitting cluster 25 changes total score from -150620496.000000 to -150656368.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 26 (15785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Entering Unmasked Estep 
Score: -1551329.375000 Penalty: 2397.370361
	Iteration 0F: 2 clusters Score -1551329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1540126.375000 Penalty: 4794.740723
	Iteration 0F: 3 clusters Score -1540126 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1546528.625000 Penalty: 4794.740723
	Iteration 1F: 3 clusters Score -1546529 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1551207.875000 Penalty: 4794.740723
	Iteration 2F: 3 clusters Score -1551208 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1554946.125000 Penalty: 4794.740723
	Iteration 3F: 3 clusters Score -1554946 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1557044.625000 Penalty: 4794.740723
	Iteration 4F: 3 clusters Score -1557045 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1559342.375000 Penalty: 4794.740723
	Iteration 5F: 3 clusters Score -1559342 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1563017.500000 Penalty: 4794.740723
	Iteration 6F: 3 clusters Score -1563018 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1564817.000000 Penalty: 4794.740723
	Iteration 7Q: 3 clusters Score -1564817 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1565305.375000 Penalty: 4794.740723
	Iteration 8Q: 3 clusters Score -1565305 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1566446.000000 Penalty: 4794.740723
	Iteration 9Q: 3 clusters Score -1566446 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1569436.500000 Penalty: 4794.740723
	Iteration 10Q: 3 clusters Score -1569436 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1570393.375000 Penalty: 4794.740723
	Iteration 11Q: 3 clusters Score -1570393 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1570568.125000 Penalty: 4794.740723
	Iteration 12Q: 3 clusters Score -1570568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1570650.500000 Penalty: 4794.740723
	Iteration 13Q: 3 clusters Score -1570650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1570687.875000 Penalty: 4794.740723
	Iteration 14Q: 3 clusters Score -1570688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1570717.000000 Penalty: 4794.740723
	Iteration 15Q: 3 clusters Score -1570717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1570730.625000 Penalty: 4794.740723
	Iteration 16Q: 3 clusters Score -1570731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1570737.625000 Penalty: 4794.740723
	Iteration 17Q: 3 clusters Score -1570738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1570741.250000 Penalty: 4794.740723
	Iteration 18Q: 3 clusters Score -1570741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1570746.375000 Penalty: 4794.740723
	Iteration 19Q: 3 clusters Score -1570746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1570746.250000 Penalty: 4794.740723
	Iteration 20F: 3 clusters Score -1570746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1570744.750000 Penalty: 4794.740723
	Iteration 21Q: 3 clusters Score -1570745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1570745.250000 Penalty: 4794.740723
	Iteration 22Q: 3 clusters Score -1570745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1570745.000000 Penalty: 4794.740723
	Iteration 23Q: 3 clusters Score -1570745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1570745.000000 Penalty: 4794.740723
	Iteration 24F: 3 clusters Score -1570745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Mstep: Class 49 contains 4747 members 
Entering Unmasked Estep 
Score: -150674736.000000 Penalty: 174888.437500
Splitting cluster 26 changes total score from -150620496.000000 to -150674736.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 27 (13273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Entering Unmasked Estep 
Score: -1008214.500000 Penalty: 2354.384766
	Iteration 0F: 2 clusters Score -1008214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -998395.875000 Penalty: 4708.769531
	Iteration 0F: 3 clusters Score -998395.9 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1001531.437500 Penalty: 4708.769531
	Iteration 1F: 3 clusters Score -1001531 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1002162.750000 Penalty: 4708.769531
	Iteration 2F: 3 clusters Score -1002163 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1003171.937500 Penalty: 4708.769531
	Iteration 3F: 3 clusters Score -1003172 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1004898.375000 Penalty: 4708.769531
	Iteration 4F: 3 clusters Score -1004898 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1007038.250000 Penalty: 4708.769531
	Iteration 5F: 3 clusters Score -1007038 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1008533.437500 Penalty: 4708.769531
	Iteration 6F: 3 clusters Score -1008533 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1009038.937500 Penalty: 4708.769531
	Iteration 7F: 3 clusters Score -1009039 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1009179.437500 Penalty: 4708.769531
	Iteration 8Q: 3 clusters Score -1009179 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1009222.500000 Penalty: 4708.769531
	Iteration 9Q: 3 clusters Score -1009222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1009246.375000 Penalty: 4708.769531
	Iteration 10Q: 3 clusters Score -1009246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1009262.937500 Penalty: 4708.769531
	Iteration 11Q: 3 clusters Score -1009263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1009267.125000 Penalty: 4708.769531
	Iteration 12Q: 3 clusters Score -1009267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1009274.437500 Penalty: 4708.769531
	Iteration 13Q: 3 clusters Score -1009274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1009280.812500 Penalty: 4708.769531
	Iteration 14Q: 3 clusters Score -1009281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1009281.250000 Penalty: 4708.769531
	Iteration 15Q: 3 clusters Score -1009281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1009285.812500 Penalty: 4708.769531
	Iteration 16Q: 3 clusters Score -1009286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1009289.937500 Penalty: 4708.769531
	Iteration 17Q: 3 clusters Score -1009290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1009287.812500 Penalty: 4708.769531
	Iteration 18Q: 3 clusters Score -1009288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1009288.875000 Penalty: 4708.769531
	Iteration 19Q: 3 clusters Score -1009289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1009290.187500 Penalty: 4708.769531
	Iteration 20F: 3 clusters Score -1009290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1009292.312500 Penalty: 4708.769531
	Iteration 21Q: 3 clusters Score -1009292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1009293.937500 Penalty: 4708.769531
	Iteration 22Q: 3 clusters Score -1009294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1009292.250000 Penalty: 4708.769531
	Iteration 23Q: 3 clusters Score -1009292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1009294.937500 Penalty: 4708.769531
	Iteration 24Q: 3 clusters Score -1009295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1009295.875000 Penalty: 4708.769531
	Iteration 25Q: 3 clusters Score -1009296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1009300.937500 Penalty: 4708.769531
	Iteration 26Q: 3 clusters Score -1009301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1009299.937500 Penalty: 4708.769531
	Iteration 27Q: 3 clusters Score -1009300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1009299.312500 Penalty: 4708.769531
	Iteration 28Q: 3 clusters Score -1009299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1009302.000000 Penalty: 4708.769531
	Iteration 29Q: 3 clusters Score -1009302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1009302.000000 Penalty: 4708.769531
	Iteration 30Q: 3 clusters Score -1009302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1009302.000000 Penalty: 4708.769531
	Iteration 31F: 3 clusters Score -1009302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 5756 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Mstep: Class 49 contains 4747 members 
Mstep: Class 50 contains 7570 members 
Entering Unmasked Estep 
Score: -150675056.000000 Penalty: 178457.578125
Splitting cluster 27 changes total score from -150620496.000000 to -150675056.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 28 (165137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Entering Unmasked Estep 
Score: -13584655.000000 Penalty: 2979.603760
	Iteration 0F: 2 clusters Score -1.358466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -13474246.000000 Penalty: 5959.207520
	Iteration 0F: 3 clusters Score -1.347425e+07 nChanged 79028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -13520992.000000 Penalty: 5959.207520
	Iteration 1F: 3 clusters Score -1.352099e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -13523436.000000 Penalty: 5959.207520
	Iteration 2Q: 3 clusters Score -1.352344e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -13528362.000000 Penalty: 5959.207520
	Iteration 3F: 3 clusters Score -1.352836e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -13536967.000000 Penalty: 5959.207520
	Iteration 4F: 3 clusters Score -1.353697e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 120274 members 
Entering Unmasked Estep 
Score: -13548594.000000 Penalty: 5959.207520
	Iteration 5F: 3 clusters Score -1.354859e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 131683 members 
Entering Unmasked Estep 
Score: -13559959.000000 Penalty: 5959.207520
	Iteration 6F: 3 clusters Score -1.355996e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
Score: -13568182.000000 Penalty: 5959.207520
	Iteration 7F: 3 clusters Score -1.356818e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -13573310.000000 Penalty: 5959.207520
	Iteration 8Q: 3 clusters Score -1.357331e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 152916 members 
Entering Unmasked Estep 
Score: -13576727.000000 Penalty: 5959.207520
	Iteration 9Q: 3 clusters Score -1.357673e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -13578818.000000 Penalty: 5959.207520
	Iteration 10Q: 3 clusters Score -1.357882e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 158764 members 
Entering Unmasked Estep 
Score: -13580286.000000 Penalty: 5959.207520
	Iteration 11Q: 3 clusters Score -1.358029e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -13581166.000000 Penalty: 5959.207520
	Iteration 12Q: 3 clusters Score -1.358117e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -13581672.000000 Penalty: 5959.207520
	Iteration 13Q: 3 clusters Score -1.358167e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 162081 members 
Entering Unmasked Estep 
Score: -13581987.000000 Penalty: 5959.207520
	Iteration 14Q: 3 clusters Score -1.358199e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -13582266.000000 Penalty: 5959.207520
	Iteration 15Q: 3 clusters Score -1.358227e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 162742 members 
Entering Unmasked Estep 
Score: -13582407.000000 Penalty: 5959.207520
	Iteration 16Q: 3 clusters Score -1.358241e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 162926 members 
Entering Unmasked Estep 
Score: -13582488.000000 Penalty: 5959.207520
	Iteration 17Q: 3 clusters Score -1.358249e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 163044 members 
Entering Unmasked Estep 
Score: -13582569.000000 Penalty: 5959.207520
	Iteration 18Q: 3 clusters Score -1.358257e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -13582641.000000 Penalty: 5959.207520
	Iteration 19Q: 3 clusters Score -1.358264e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 163214 members 
Entering Unmasked Estep 
Score: -13582690.000000 Penalty: 5959.207520
	Iteration 20F: 3 clusters Score -1.358269e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -13582729.000000 Penalty: 5959.207520
	Iteration 21Q: 3 clusters Score -1.358273e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -13582757.000000 Penalty: 5959.207520
	Iteration 22Q: 3 clusters Score -1.358276e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 163307 members 
Entering Unmasked Estep 
Score: -13582792.000000 Penalty: 5959.207520
	Iteration 23Q: 3 clusters Score -1.358279e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -13582809.000000 Penalty: 5959.207520
	Iteration 24Q: 3 clusters Score -1.358281e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -13582808.000000 Penalty: 5959.207520
	Iteration 25Q: 3 clusters Score -1.358281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 163344 members 
Entering Unmasked Estep 
Score: -13582838.000000 Penalty: 5959.207520
	Iteration 26Q: 3 clusters Score -1.358284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -13582823.000000 Penalty: 5959.207520
	Iteration 27Q: 3 clusters Score -1.358282e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -13582830.000000 Penalty: 5959.207520
	Iteration 28Q: 3 clusters Score -1.358283e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -13582830.000000 Penalty: 5959.207520
	Iteration 29Q: 3 clusters Score -1.358283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -13582849.000000 Penalty: 5959.207520
	Iteration 30Q: 3 clusters Score -1.358285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -13582852.000000 Penalty: 5959.207520
	Iteration 31Q: 3 clusters Score -1.358285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -13582860.000000 Penalty: 5959.207520
	Iteration 32Q: 3 clusters Score -1.358286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 163404 members 
Entering Unmasked Estep 
Score: -13582877.000000 Penalty: 5959.207520
	Iteration 33Q: 3 clusters Score -1.358288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -13582879.000000 Penalty: 5959.207520
	Iteration 34Q: 3 clusters Score -1.358288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -13582877.000000 Penalty: 5959.207520
	Iteration 35Q: 3 clusters Score -1.358288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -13582877.000000 Penalty: 5959.207520
	Iteration 36Q: 3 clusters Score -1.358288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -13582880.000000 Penalty: 5959.207520
	Iteration 37Q: 3 clusters Score -1.358288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -13582869.000000 Penalty: 5959.207520
	Iteration 38Q: 3 clusters Score -1.358287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582878.000000 Penalty: 5959.207520
	Iteration 39Q: 3 clusters Score -1.358288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -13582878.000000 Penalty: 5959.207520
	Iteration 40F: 3 clusters Score -1.358288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
Score: -13582875.000000 Penalty: 5959.207520
	Iteration 41Q: 3 clusters Score -1.358288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -13582877.000000 Penalty: 5959.207520
	Iteration 42Q: 3 clusters Score -1.358288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -13582860.000000 Penalty: 5959.207520
	Iteration 43Q: 3 clusters Score -1.358286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -13582871.000000 Penalty: 5959.207520
	Iteration 44Q: 3 clusters Score -1.358287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -13582885.000000 Penalty: 5959.207520
	Iteration 45Q: 3 clusters Score -1.358288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -13582877.000000 Penalty: 5959.207520
	Iteration 46Q: 3 clusters Score -1.358288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -13582876.000000 Penalty: 5959.207520
	Iteration 47Q: 3 clusters Score -1.358288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -13582886.000000 Penalty: 5959.207520
	Iteration 48Q: 3 clusters Score -1.358289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 163438 members 
Entering Unmasked Estep 
Score: -13582902.000000 Penalty: 5959.207520
	Iteration 49Q: 3 clusters Score -1.35829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -13582898.000000 Penalty: 5959.207520
	Iteration 50Q: 3 clusters Score -1.35829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -13582920.000000 Penalty: 5959.207520
	Iteration 51Q: 3 clusters Score -1.358292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -13582914.000000 Penalty: 5959.207520
	Iteration 52Q: 3 clusters Score -1.358291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -13582912.000000 Penalty: 5959.207520
	Iteration 53Q: 3 clusters Score -1.358291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -13582904.000000 Penalty: 5959.207520
	Iteration 54Q: 3 clusters Score -1.35829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -13582912.000000 Penalty: 5959.207520
	Iteration 55Q: 3 clusters Score -1.358291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582919.000000 Penalty: 5959.207520
	Iteration 56Q: 3 clusters Score -1.358292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582919.000000 Penalty: 5959.207520
	Iteration 57Q: 3 clusters Score -1.358292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582916.000000 Penalty: 5959.207520
	Iteration 58Q: 3 clusters Score -1.358292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582923.000000 Penalty: 5959.207520
	Iteration 59Q: 3 clusters Score -1.358292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -13582930.000000 Penalty: 5959.207520
	Iteration 60F: 3 clusters Score -1.358293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -13582915.000000 Penalty: 5959.207520
	Iteration 61Q: 3 clusters Score -1.358292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582913.000000 Penalty: 5959.207520
	Iteration 62Q: 3 clusters Score -1.358291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582912.000000 Penalty: 5959.207520
	Iteration 63Q: 3 clusters Score -1.358291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -13582925.000000 Penalty: 5959.207520
	Iteration 64Q: 3 clusters Score -1.358292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -13582912.000000 Penalty: 5959.207520
	Iteration 65Q: 3 clusters Score -1.358291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582918.000000 Penalty: 5959.207520
	Iteration 66Q: 3 clusters Score -1.358292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -13582914.000000 Penalty: 5959.207520
	Iteration 67Q: 3 clusters Score -1.358291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -13582910.000000 Penalty: 5959.207520
	Iteration 68Q: 3 clusters Score -1.358291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -13582916.000000 Penalty: 5959.207520
	Iteration 69Q: 3 clusters Score -1.358292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -13582918.000000 Penalty: 5959.207520
	Iteration 70Q: 3 clusters Score -1.358292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -13582924.000000 Penalty: 5959.207520
	Iteration 71Q: 3 clusters Score -1.358292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -13582936.000000 Penalty: 5959.207520
	Iteration 72Q: 3 clusters Score -1.358294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 163426 members 
Entering Unmasked Estep 
Score: -13582936.000000 Penalty: 5959.207520
	Iteration 73Q: 3 clusters Score -1.358294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 163432 members 
Entering Unmasked Estep 
Score: -13582953.000000 Penalty: 5959.207520
	Iteration 74Q: 3 clusters Score -1.358295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -13582958.000000 Penalty: 5959.207520
	Iteration 75Q: 3 clusters Score -1.358296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -13582962.000000 Penalty: 5959.207520
	Iteration 76Q: 3 clusters Score -1.358296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -13582963.000000 Penalty: 5959.207520
	Iteration 77Q: 3 clusters Score -1.358296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -13582950.000000 Penalty: 5959.207520
	Iteration 78Q: 3 clusters Score -1.358295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -13582941.000000 Penalty: 5959.207520
	Iteration 79Q: 3 clusters Score -1.358294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -13582953.000000 Penalty: 5959.207520
	Iteration 80F: 3 clusters Score -1.358295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -13582957.000000 Penalty: 5959.207520
	Iteration 81Q: 3 clusters Score -1.358296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -13582957.000000 Penalty: 5959.207520
	Iteration 82F: 3 clusters Score -1.358296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Entering Unmasked Estep 
Score: -587734.625000 Penalty: 2217.243652
	Iteration 0F: 2 clusters Score -587734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -581657.875000 Penalty: 4434.487305
	Iteration 0F: 3 clusters Score -581657.9 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -583333.000000 Penalty: 4434.487305
	Iteration 1F: 3 clusters Score -583333 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -583689.875000 Penalty: 4434.487305
	Iteration 2F: 3 clusters Score -583689.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -583984.812500 Penalty: 4434.487305
	Iteration 3F: 3 clusters Score -583984.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -584227.500000 Penalty: 4434.487305
	Iteration 4F: 3 clusters Score -584227.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -584471.250000 Penalty: 4434.487305
	Iteration 5Q: 3 clusters Score -584471.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -584677.000000 Penalty: 4434.487305
	Iteration 6Q: 3 clusters Score -584677 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -584882.250000 Penalty: 4434.487305
	Iteration 7Q: 3 clusters Score -584882.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -585086.312500 Penalty: 4434.487305
	Iteration 8Q: 3 clusters Score -585086.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -585339.625000 Penalty: 4434.487305
	Iteration 9Q: 3 clusters Score -585339.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -585641.500000 Penalty: 4434.487305
	Iteration 10Q: 3 clusters Score -585641.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -585937.187500 Penalty: 4434.487305
	Iteration 11Q: 3 clusters Score -585937.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -586256.625000 Penalty: 4434.487305
	Iteration 12Q: 3 clusters Score -586256.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -586603.750000 Penalty: 4434.487305
	Iteration 13Q: 3 clusters Score -586603.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -586950.937500 Penalty: 4434.487305
	Iteration 14Q: 3 clusters Score -586950.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -587205.187500 Penalty: 4434.487305
	Iteration 15Q: 3 clusters Score -587205.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -587319.187500 Penalty: 4434.487305
	Iteration 16Q: 3 clusters Score -587319.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -587380.187500 Penalty: 4434.487305
	Iteration 17Q: 3 clusters Score -587380.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -587415.187500 Penalty: 4434.487305
	Iteration 18Q: 3 clusters Score -587415.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -587432.750000 Penalty: 4434.487305
	Iteration 19Q: 3 clusters Score -587432.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -587449.437500 Penalty: 4434.487305
	Iteration 20F: 3 clusters Score -587449.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -587467.312500 Penalty: 4434.487305
	Iteration 21Q: 3 clusters Score -587467.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -587482.187500 Penalty: 4434.487305
	Iteration 22Q: 3 clusters Score -587482.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -587493.500000 Penalty: 4434.487305
	Iteration 23Q: 3 clusters Score -587493.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -587503.687500 Penalty: 4434.487305
	Iteration 24Q: 3 clusters Score -587503.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -587511.625000 Penalty: 4434.487305
	Iteration 25Q: 3 clusters Score -587511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -587521.687500 Penalty: 4434.487305
	Iteration 26Q: 3 clusters Score -587521.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -587530.187500 Penalty: 4434.487305
	Iteration 27Q: 3 clusters Score -587530.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -587534.875000 Penalty: 4434.487305
	Iteration 28Q: 3 clusters Score -587534.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -587539.562500 Penalty: 4434.487305
	Iteration 29Q: 3 clusters Score -587539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -587540.937500 Penalty: 4434.487305
	Iteration 30Q: 3 clusters Score -587540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -587543.750000 Penalty: 4434.487305
	Iteration 31Q: 3 clusters Score -587543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -587544.312500 Penalty: 4434.487305
	Iteration 32Q: 3 clusters Score -587544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -587545.687500 Penalty: 4434.487305
	Iteration 33Q: 3 clusters Score -587545.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -587549.375000 Penalty: 4434.487305
	Iteration 34Q: 3 clusters Score -587549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -587553.437500 Penalty: 4434.487305
	Iteration 35Q: 3 clusters Score -587553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -587557.312500 Penalty: 4434.487305
	Iteration 36Q: 3 clusters Score -587557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -587557.125000 Penalty: 4434.487305
	Iteration 37Q: 3 clusters Score -587557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -587557.937500 Penalty: 4434.487305
	Iteration 38Q: 3 clusters Score -587557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -587558.937500 Penalty: 4434.487305
	Iteration 39Q: 3 clusters Score -587558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -587559.625000 Penalty: 4434.487305
	Iteration 40F: 3 clusters Score -587559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -587559.687500 Penalty: 4434.487305
	Iteration 41Q: 3 clusters Score -587559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -587560.062500 Penalty: 4434.487305
	Iteration 42Q: 3 clusters Score -587560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -587560.062500 Penalty: 4434.487305
	Iteration 43F: 3 clusters Score -587560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -436016.593750 Penalty: 2147.183594
	Iteration 0F: 2 clusters Score -436016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -431116.156250 Penalty: 4294.367188
	Iteration 0F: 3 clusters Score -431116.2 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -433352.687500 Penalty: 4294.367188
	Iteration 1F: 3 clusters Score -433352.7 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -435303.437500 Penalty: 4294.367188
	Iteration 2F: 3 clusters Score -435303.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -436525.812500 Penalty: 4294.367188
	Iteration 3F: 3 clusters Score -436525.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -436874.062500 Penalty: 4294.367188
	Iteration 4F: 3 clusters Score -436874.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -436982.906250 Penalty: 4294.367188
	Iteration 5Q: 3 clusters Score -436982.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -437036.875000 Penalty: 4294.367188
	Iteration 6Q: 3 clusters Score -437036.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -437065.531250 Penalty: 4294.367188
	Iteration 7Q: 3 clusters Score -437065.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -437085.625000 Penalty: 4294.367188
	Iteration 8Q: 3 clusters Score -437085.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -437107.500000 Penalty: 4294.367188
	Iteration 9Q: 3 clusters Score -437107.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -437120.437500 Penalty: 4294.367188
	Iteration 10Q: 3 clusters Score -437120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -437123.687500 Penalty: 4294.367188
	Iteration 11Q: 3 clusters Score -437123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -437128.156250 Penalty: 4294.367188
	Iteration 12Q: 3 clusters Score -437128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -437129.062500 Penalty: 4294.367188
	Iteration 13Q: 3 clusters Score -437129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -437129.531250 Penalty: 4294.367188
	Iteration 14Q: 3 clusters Score -437129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -437129.531250 Penalty: 4294.367188
	Iteration 15F: 3 clusters Score -437129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Mstep: Class 49 contains 4747 members 
Mstep: Class 50 contains 7570 members 
Mstep: Class 51 contains 3920 members 
Entering Unmasked Estep 
Score: -150674800.000000 Penalty: 182026.734375
Splitting cluster 30 changes total score from -150620496.000000 to -150674800.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -332578.718750 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -332578.7 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 2062 members 
Entering Unmasked Estep 
Score: -328803.312500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -328803.3 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -332777.406250 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -332777.4 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -336997.312500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -336997.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -338172.437500 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -338172.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -338520.937500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -338520.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338658.000000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -338658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -338739.500000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -338739.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -338801.750000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -338801.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -338835.250000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -338835.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -338857.843750 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -338857.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -338872.156250 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -338872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -338878.343750 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -338878.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -338885.343750 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -338885.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -338895.468750 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -338895.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -338902.687500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -338902.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -338909.125000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -338909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -338913.593750 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -338913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -338916.750000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -338916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -338921.687500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -338921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -338924.812500 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -338924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -338927.093750 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -338927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -338929.468750 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -338929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -338931.281250 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -338931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -338931.812500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -338931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -338933.843750 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -338933.8 nChanged 5
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: -338934.562500 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -338934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -338936.531250 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -338936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -338937.343750 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -338937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -338937.312500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -338937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -338938.218750 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -338938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -338938.218750 Penalty: 4144.734863
	Iteration 30F: 3 clusters Score -338938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 6929 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Mstep: Class 49 contains 4747 members 
Mstep: Class 50 contains 7570 members 
Mstep: Class 51 contains 3920 members 
Mstep: Class 52 contains 1690 members 
Entering Unmasked Estep 
Score: -150679984.000000 Penalty: 185595.890625
Splitting cluster 31 changes total score from -150620496.000000 to -150679984.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (39907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Entering Unmasked Estep 
Score: -3251952.750000 Penalty: 2627.388184
	Iteration 0F: 2 clusters Score -3251953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3224860.500000 Penalty: 5254.776367
	Iteration 0F: 3 clusters Score -3224860 nChanged 18309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3235148.500000 Penalty: 5254.776367
	Iteration 1F: 3 clusters Score -3235148 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3235694.500000 Penalty: 5254.776367
	Iteration 2Q: 3 clusters Score -3235694 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3236207.000000 Penalty: 5254.776367
	Iteration 3Q: 3 clusters Score -3236207 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3236671.500000 Penalty: 5254.776367
	Iteration 4Q: 3 clusters Score -3236672 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3237231.000000 Penalty: 5254.776367
	Iteration 5Q: 3 clusters Score -3237231 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3237912.500000 Penalty: 5254.776367
	Iteration 6Q: 3 clusters Score -3237912 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3238829.000000 Penalty: 5254.776367
	Iteration 7Q: 3 clusters Score -3238829 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3240050.500000 Penalty: 5254.776367
	Iteration 8Q: 3 clusters Score -3240050 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3241502.250000 Penalty: 5254.776367
	Iteration 9F: 3 clusters Score -3241502 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3242915.000000 Penalty: 5254.776367
	Iteration 10F: 3 clusters Score -3242915 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3243872.000000 Penalty: 5254.776367
	Iteration 11Q: 3 clusters Score -3243872 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3244409.000000 Penalty: 5254.776367
	Iteration 12Q: 3 clusters Score -3244409 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3244749.000000 Penalty: 5254.776367
	Iteration 13Q: 3 clusters Score -3244749 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3244967.500000 Penalty: 5254.776367
	Iteration 14Q: 3 clusters Score -3244968 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3245128.250000 Penalty: 5254.776367
	Iteration 15Q: 3 clusters Score -3245128 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3245253.250000 Penalty: 5254.776367
	Iteration 16Q: 3 clusters Score -3245253 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3245413.750000 Penalty: 5254.776367
	Iteration 17Q: 3 clusters Score -3245414 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3245542.500000 Penalty: 5254.776367
	Iteration 18Q: 3 clusters Score -3245542 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3245724.000000 Penalty: 5254.776367
	Iteration 19Q: 3 clusters Score -3245724 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3245883.000000 Penalty: 5254.776367
	Iteration 20F: 3 clusters Score -3245883 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3246037.000000 Penalty: 5254.776367
	Iteration 21Q: 3 clusters Score -3246037 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3246191.250000 Penalty: 5254.776367
	Iteration 22Q: 3 clusters Score -3246191 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3246379.500000 Penalty: 5254.776367
	Iteration 23Q: 3 clusters Score -3246380 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3246562.750000 Penalty: 5254.776367
	Iteration 24Q: 3 clusters Score -3246563 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3246765.750000 Penalty: 5254.776367
	Iteration 25Q: 3 clusters Score -3246766 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -3246954.000000 Penalty: 5254.776367
	Iteration 26Q: 3 clusters Score -3246954 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3247139.000000 Penalty: 5254.776367
	Iteration 27Q: 3 clusters Score -3247139 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -3247345.250000 Penalty: 5254.776367
	Iteration 28Q: 3 clusters Score -3247345 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -3247534.250000 Penalty: 5254.776367
	Iteration 29Q: 3 clusters Score -3247534 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -3247744.500000 Penalty: 5254.776367
	Iteration 30Q: 3 clusters Score -3247744 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3247923.750000 Penalty: 5254.776367
	Iteration 31Q: 3 clusters Score -3247924 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3248119.750000 Penalty: 5254.776367
	Iteration 32Q: 3 clusters Score -3248120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3248308.000000 Penalty: 5254.776367
	Iteration 33Q: 3 clusters Score -3248308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -3248524.500000 Penalty: 5254.776367
	Iteration 34Q: 3 clusters Score -3248524 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3248682.000000 Penalty: 5254.776367
	Iteration 35Q: 3 clusters Score -3248682 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -3248836.500000 Penalty: 5254.776367
	Iteration 36Q: 3 clusters Score -3248836 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3248964.250000 Penalty: 5254.776367
	Iteration 37Q: 3 clusters Score -3248964 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3249087.250000 Penalty: 5254.776367
	Iteration 38Q: 3 clusters Score -3249087 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -3249191.500000 Penalty: 5254.776367
	Iteration 39Q: 3 clusters Score -3249192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -3249294.250000 Penalty: 5254.776367
	Iteration 40F: 3 clusters Score -3249294 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -3249368.250000 Penalty: 5254.776367
	Iteration 41Q: 3 clusters Score -3249368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -3249448.250000 Penalty: 5254.776367
	Iteration 42Q: 3 clusters Score -3249448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -3249508.000000 Penalty: 5254.776367
	Iteration 43Q: 3 clusters Score -3249508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -3249566.750000 Penalty: 5254.776367
	Iteration 44Q: 3 clusters Score -3249567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3249599.000000 Penalty: 5254.776367
	Iteration 45Q: 3 clusters Score -3249599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -3249633.250000 Penalty: 5254.776367
	Iteration 46Q: 3 clusters Score -3249633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -3249656.750000 Penalty: 5254.776367
	Iteration 47Q: 3 clusters Score -3249657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -3249681.750000 Penalty: 5254.776367
	Iteration 48Q: 3 clusters Score -3249682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -3249706.750000 Penalty: 5254.776367
	Iteration 49Q: 3 clusters Score -3249707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -3249722.750000 Penalty: 5254.776367
	Iteration 50Q: 3 clusters Score -3249723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -3249740.250000 Penalty: 5254.776367
	Iteration 51Q: 3 clusters Score -3249740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -3249759.500000 Penalty: 5254.776367
	Iteration 52Q: 3 clusters Score -3249760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -3249771.750000 Penalty: 5254.776367
	Iteration 53Q: 3 clusters Score -3249772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -3249776.500000 Penalty: 5254.776367
	Iteration 54Q: 3 clusters Score -3249776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -3249783.500000 Penalty: 5254.776367
	Iteration 55Q: 3 clusters Score -3249784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -3249788.500000 Penalty: 5254.776367
	Iteration 56Q: 3 clusters Score -3249788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -3249789.500000 Penalty: 5254.776367
	Iteration 57Q: 3 clusters Score -3249790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -3249794.500000 Penalty: 5254.776367
	Iteration 58Q: 3 clusters Score -3249794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -3249794.500000 Penalty: 5254.776367
	Iteration 59Q: 3 clusters Score -3249794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -3249803.750000 Penalty: 5254.776367
	Iteration 60F: 3 clusters Score -3249804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -3249807.750000 Penalty: 5254.776367
	Iteration 61Q: 3 clusters Score -3249808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -3249811.750000 Penalty: 5254.776367
	Iteration 62Q: 3 clusters Score -3249812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -3249814.000000 Penalty: 5254.776367
	Iteration 63Q: 3 clusters Score -3249814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -3249817.250000 Penalty: 5254.776367
	Iteration 64Q: 3 clusters Score -3249817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -3249816.250000 Penalty: 5254.776367
	Iteration 65Q: 3 clusters Score -3249816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -3249821.000000 Penalty: 5254.776367
	Iteration 66Q: 3 clusters Score -3249821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -3249821.000000 Penalty: 5254.776367
	Iteration 67F: 3 clusters Score -3249821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Entering Unmasked Estep 
Score: -529657.000000 Penalty: 2193.180664
	Iteration 0F: 2 clusters Score -529657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -524035.156250 Penalty: 4386.361328
	Iteration 0F: 3 clusters Score -524035.2 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -525868.062500 Penalty: 4386.361328
	Iteration 1F: 3 clusters Score -525868.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -526596.625000 Penalty: 4386.361328
	Iteration 2F: 3 clusters Score -526596.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -527371.687500 Penalty: 4386.361328
	Iteration 3F: 3 clusters Score -527371.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -527991.125000 Penalty: 4386.361328
	Iteration 4F: 3 clusters Score -527991.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -528397.625000 Penalty: 4386.361328
	Iteration 5F: 3 clusters Score -528397.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -528625.437500 Penalty: 4386.361328
	Iteration 6Q: 3 clusters Score -528625.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -528739.062500 Penalty: 4386.361328
	Iteration 7Q: 3 clusters Score -528739.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -528794.437500 Penalty: 4386.361328
	Iteration 8Q: 3 clusters Score -528794.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -528820.625000 Penalty: 4386.361328
	Iteration 9Q: 3 clusters Score -528820.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -528835.687500 Penalty: 4386.361328
	Iteration 10Q: 3 clusters Score -528835.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -528852.062500 Penalty: 4386.361328
	Iteration 11Q: 3 clusters Score -528852.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -528867.125000 Penalty: 4386.361328
	Iteration 12Q: 3 clusters Score -528867.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -528878.000000 Penalty: 4386.361328
	Iteration 13Q: 3 clusters Score -528878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -528884.750000 Penalty: 4386.361328
	Iteration 14Q: 3 clusters Score -528884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528892.125000 Penalty: 4386.361328
	Iteration 15Q: 3 clusters Score -528892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528898.062500 Penalty: 4386.361328
	Iteration 16Q: 3 clusters Score -528898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528904.625000 Penalty: 4386.361328
	Iteration 17Q: 3 clusters Score -528904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -528908.187500 Penalty: 4386.361328
	Iteration 18Q: 3 clusters Score -528908.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -528915.062500 Penalty: 4386.361328
	Iteration 19Q: 3 clusters Score -528915.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -528922.125000 Penalty: 4386.361328
	Iteration 20F: 3 clusters Score -528922.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -528927.562500 Penalty: 4386.361328
	Iteration 21Q: 3 clusters Score -528927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -528933.375000 Penalty: 4386.361328
	Iteration 22Q: 3 clusters Score -528933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -528938.375000 Penalty: 4386.361328
	Iteration 23Q: 3 clusters Score -528938.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -528941.875000 Penalty: 4386.361328
	Iteration 24Q: 3 clusters Score -528941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -528946.812500 Penalty: 4386.361328
	Iteration 25Q: 3 clusters Score -528946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -528951.687500 Penalty: 4386.361328
	Iteration 26Q: 3 clusters Score -528951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -528957.500000 Penalty: 4386.361328
	Iteration 27Q: 3 clusters Score -528957.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -528963.875000 Penalty: 4386.361328
	Iteration 28Q: 3 clusters Score -528963.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -528971.562500 Penalty: 4386.361328
	Iteration 29Q: 3 clusters Score -528971.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -528983.937500 Penalty: 4386.361328
	Iteration 30Q: 3 clusters Score -528983.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -529007.687500 Penalty: 4386.361328
	Iteration 31Q: 3 clusters Score -529007.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -529092.937500 Penalty: 4386.361328
	Iteration 32Q: 3 clusters Score -529092.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -529326.000000 Penalty: 4386.361328
	Iteration 33Q: 3 clusters Score -529326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -530106.750000 Penalty: 4386.361328
	Iteration 34Q: 3 clusters Score -530106.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -530535.812500 Penalty: 4386.361328
	Iteration 35Q: 3 clusters Score -530535.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -530575.812500 Penalty: 4386.361328
	Iteration 36Q: 3 clusters Score -530575.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -530588.000000 Penalty: 4386.361328
	Iteration 37Q: 3 clusters Score -530588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -530591.187500 Penalty: 4386.361328
	Iteration 38Q: 3 clusters Score -530591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -530596.000000 Penalty: 4386.361328
	Iteration 39Q: 3 clusters Score -530596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -530596.625000 Penalty: 4386.361328
	Iteration 40F: 3 clusters Score -530596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -530596.937500 Penalty: 4386.361328
	Iteration 41Q: 3 clusters Score -530596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -530597.062500 Penalty: 4386.361328
	Iteration 42Q: 3 clusters Score -530597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -530597.062500 Penalty: 4386.361328
	Iteration 43F: 3 clusters Score -530597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 4608 members 
Mstep: Class 34 contains 13511 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Mstep: Class 49 contains 4747 members 
Mstep: Class 50 contains 7570 members 
Mstep: Class 51 contains 3920 members 
Mstep: Class 52 contains 1690 members 
Mstep: Class 53 contains 2321 members 
Entering Unmasked Estep 
Score: -150679200.000000 Penalty: 189165.046875
Splitting cluster 33 changes total score from -150620496.000000 to -150679200.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 34 (13511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Entering Unmasked Estep 
Score: -988876.125000 Penalty: 2358.792236
	Iteration 0F: 2 clusters Score -988876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -978986.750000 Penalty: 4717.584473
	Iteration 0F: 3 clusters Score -978986.8 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -983241.562500 Penalty: 4717.584473
	Iteration 1F: 3 clusters Score -983241.6 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -985343.250000 Penalty: 4717.584473
	Iteration 2F: 3 clusters Score -985343.2 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -988008.250000 Penalty: 4717.584473
	Iteration 3F: 3 clusters Score -988008.2 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -991195.125000 Penalty: 4717.584473
	Iteration 4F: 3 clusters Score -991195.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -993808.437500 Penalty: 4717.584473
	Iteration 5F: 3 clusters Score -993808.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -994646.750000 Penalty: 4717.584473
	Iteration 6Q: 3 clusters Score -994646.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -995244.000000 Penalty: 4717.584473
	Iteration 7Q: 3 clusters Score -995244 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -996429.687500 Penalty: 4717.584473
	Iteration 8Q: 3 clusters Score -996429.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -998722.500000 Penalty: 4717.584473
	Iteration 9Q: 3 clusters Score -998722.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1000595.312500 Penalty: 4717.584473
	Iteration 10Q: 3 clusters Score -1000595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1000774.312500 Penalty: 4717.584473
	Iteration 11Q: 3 clusters Score -1000774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1000782.937500 Penalty: 4717.584473
	Iteration 12Q: 3 clusters Score -1000783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1000784.125000 Penalty: 4717.584473
	Iteration 13Q: 3 clusters Score -1000784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1000784.125000 Penalty: 4717.584473
	Iteration 14F: 3 clusters Score -1000784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 4608 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 167136 members 
Mstep: Class 38 contains 11639 members 
Mstep: Class 39 contains 8852 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 4060 members 
Mstep: Class 42 contains 103673 members 
Mstep: Class 43 contains 11215 members 
Mstep: Class 44 contains 5839 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 6142 members 
Mstep: Class 47 contains 46200 members 
Mstep: Class 48 contains 1329 members 
Mstep: Class 49 contains 4747 members 
Mstep: Class 50 contains 7570 members 
Mstep: Class 51 contains 3920 members 
Mstep: Class 52 contains 1690 members 
Mstep: Class 53 contains 2321 members 
Mstep: Class 54 contains 7456 members 
Entering Unmasked Estep 
Score: -150690320.000000 Penalty: 192734.187500
Splitting cluster 34 changes total score from -150620496.000000 to -150690320.000000
So it's getting split into cluster 54.
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 125244 members 
Mstep: Class 4 contains 6674 members 
Mstep: Class 5 contains 15017 members 
Mstep: Class 6 contains 13747 members 
Mstep: Class 7 contains 19319 members 
Mstep: Class 8 contains 157801 members 
Mstep: Class 9 contains 3256 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 121513 members 
Mstep: Class 12 contains 55557 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 28243 members 
Mstep: Class 16 contains 36149 members 
Mstep: Class 17 contains 142422 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 13233 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 143015 members 
Mstep: Class 22 contains 26903 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 58131 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 11038 members 
Mstep: Class 27 contains 5703 members 
Mstep: Class 28 contains 165137 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 1836 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 4608 members 
Mstep: Class 34 contains 6055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150705584.000000 Penalty: 192734.187500
Iteration 79Q: 55 clusters Score -1.507056e+08 nChanged 23033
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 96788 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 126319 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 16314 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 19417 members 
Mstep: Class 8 contains 156426 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 15820 members 
Mstep: Class 11 contains 121965 members 
Mstep: Class 12 contains 55247 members 
Mstep: Class 13 contains 2364 members 
Mstep: Class 14 contains 19805 members 
Mstep: Class 15 contains 28850 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 141948 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 4262 members 
Mstep: Class 21 contains 142103 members 
Mstep: Class 22 contains 27143 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 58254 members 
Mstep: Class 25 contains 9846 members 
Mstep: Class 26 contains 11175 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 164885 members 
Mstep: Class 29 contains 7622 members 
Mstep: Class 30 contains 1887 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 39945 members 
Mstep: Class 33 contains 4605 members 
Mstep: Class 34 contains 6167 members 
Mstep: Class 35 contains 2185 members 
Mstep: Class 36 contains 4589 members 
Mstep: Class 37 contains 166764 members 
Mstep: Class 38 contains 11370 members 
Mstep: Class 39 contains 8628 members 
Mstep: Class 40 contains 1711 members 
Mstep: Class 41 contains 4019 members 
Mstep: Class 42 contains 103200 members 
Mstep: Class 43 contains 11105 members 
Mstep: Class 44 contains 5986 members 
Mstep: Class 45 contains 4678 members 
Mstep: Class 46 contains 5952 members 
Mstep: Class 47 contains 44355 members 
Mstep: Class 48 contains 1289 members 
Mstep: Class 49 contains 4431 members 
Mstep: Class 50 contains 7309 members 
Mstep: Class 51 contains 3940 members 
Mstep: Class 52 contains 1619 members 
Mstep: Class 53 contains 2130 members 
Mstep: Class 54 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150721728.000000 Penalty: 192734.187500
Iteration 80F: 55 clusters Score -1.507217e+08 nChanged 20160
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 3 contains 126892 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 17101 members 
Mstep: Class 6 contains 15298 members 
Mstep: Class 7 contains 19222 members 
Mstep: Class 8 contains 154924 members 
Mstep: Class 9 contains 3485 members 
Mstep: Class 10 contains 15766 members 
Mstep: Class 11 contains 121517 members 
Mstep: Class 12 contains 54964 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 19798 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 36157 members 
Mstep: Class 17 contains 140913 members 
Mstep: Class 18 contains 8051 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 140785 members 
Mstep: Class 22 contains 26743 members 
Mstep: Class 23 contains 4358 members 
Mstep: Class 24 contains 58625 members 
Mstep: Class 25 contains 9891 members 
Mstep: Class 26 contains 11264 members 
Mstep: Class 27 contains 6853 members 
Mstep: Class 28 contains 164032 members 
Mstep: Class 29 contains 7589 members 
Mstep: Class 30 contains 1844 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 39964 members 
Mstep: Class 33 contains 4599 members 
Mstep: Class 34 contains 6065 members 
Mstep: Class 35 contains 2247 members 
Mstep: Class 36 contains 5000 members 
Mstep: Class 37 contains 167125 members 
Mstep: Class 38 contains 11403 members 
Mstep: Class 39 contains 9557 members 
Mstep: Class 40 contains 1830 members 
Mstep: Class 41 contains 4117 members 
Mstep: Class 42 contains 103441 members 
Mstep: Class 43 contains 11196 members 
Mstep: Class 44 contains 6168 members 
Mstep: Class 45 contains 4774 members 
Mstep: Class 46 contains 6049 members 
Mstep: Class 47 contains 44454 members 
Mstep: Class 48 contains 1435 members 
Mstep: Class 49 contains 4475 members 
Mstep: Class 50 contains 7919 members 
Mstep: Class 51 contains 3960 members 
Mstep: Class 52 contains 1645 members 
Mstep: Class 53 contains 2264 members 
Mstep: Class 54 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150731104.000000 Penalty: 192734.187500
Iteration 81Q: 55 clusters Score -1.507311e+08 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 96000 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 127556 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 17803 members 
Mstep: Class 6 contains 16000 members 
Mstep: Class 7 contains 19144 members 
Mstep: Class 8 contains 153514 members 
Mstep: Class 9 contains 3485 members 
Mstep: Class 10 contains 15754 members 
Mstep: Class 11 contains 121255 members 
Mstep: Class 12 contains 54745 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 19810 members 
Mstep: Class 15 contains 29038 members 
Mstep: Class 16 contains 36099 members 
Mstep: Class 17 contains 140040 members 
Mstep: Class 18 contains 8042 members 
Mstep: Class 19 contains 12238 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 139814 members 
Mstep: Class 22 contains 26491 members 
Mstep: Class 23 contains 4515 members 
Mstep: Class 24 contains 59296 members 
Mstep: Class 25 contains 10004 members 
Mstep: Class 26 contains 11330 members 
Mstep: Class 27 contains 7391 members 
Mstep: Class 28 contains 163353 members 
Mstep: Class 29 contains 7576 members 
Mstep: Class 30 contains 1828 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 39946 members 
Mstep: Class 33 contains 4609 members 
Mstep: Class 34 contains 6021 members 
Mstep: Class 35 contains 2267 members 
Mstep: Class 36 contains 5267 members 
Mstep: Class 37 contains 167403 members 
Mstep: Class 38 contains 11421 members 
Mstep: Class 39 contains 9933 members 
Mstep: Class 40 contains 1877 members 
Mstep: Class 41 contains 4144 members 
Mstep: Class 42 contains 103429 members 
Mstep: Class 43 contains 11298 members 
Mstep: Class 44 contains 6272 members 
Mstep: Class 45 contains 4801 members 
Mstep: Class 46 contains 6145 members 
Mstep: Class 47 contains 44269 members 
Mstep: Class 48 contains 1522 members 
Mstep: Class 49 contains 4459 members 
Mstep: Class 50 contains 8404 members 
Mstep: Class 51 contains 3969 members 
Mstep: Class 52 contains 1662 members 
Mstep: Class 53 contains 2325 members 
Mstep: Class 54 contains 7353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150736880.000000 Penalty: 192734.187500
Iteration 82Q: 55 clusters Score -1.507369e+08 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 128158 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 18415 members 
Mstep: Class 6 contains 16654 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 152148 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 15735 members 
Mstep: Class 11 contains 121103 members 
Mstep: Class 12 contains 54588 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 19809 members 
Mstep: Class 15 contains 29079 members 
Mstep: Class 16 contains 36017 members 
Mstep: Class 17 contains 139270 members 
Mstep: Class 18 contains 8035 members 
Mstep: Class 19 contains 12283 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 139087 members 
Mstep: Class 22 contains 26277 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 60082 members 
Mstep: Class 25 contains 10096 members 
Mstep: Class 26 contains 11380 members 
Mstep: Class 27 contains 7879 members 
Mstep: Class 28 contains 162833 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 2765 members 
Mstep: Class 32 contains 39921 members 
Mstep: Class 33 contains 4623 members 
Mstep: Class 34 contains 6017 members 
Mstep: Class 35 contains 2278 members 
Mstep: Class 36 contains 5493 members 
Mstep: Class 37 contains 167626 members 
Mstep: Class 38 contains 11432 members 
Mstep: Class 39 contains 10166 members 
Mstep: Class 40 contains 1890 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 103345 members 
Mstep: Class 43 contains 11381 members 
Mstep: Class 44 contains 6319 members 
Mstep: Class 45 contains 4816 members 
Mstep: Class 46 contains 6237 members 
Mstep: Class 47 contains 43921 members 
Mstep: Class 48 contains 1602 members 
Mstep: Class 49 contains 4447 members 
Mstep: Class 50 contains 8863 members 
Mstep: Class 51 contains 3973 members 
Mstep: Class 52 contains 1681 members 
Mstep: Class 53 contains 2371 members 
Mstep: Class 54 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150741440.000000 Penalty: 192734.187500
Iteration 83Q: 55 clusters Score -1.507414e+08 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 128621 members 
Mstep: Class 4 contains 6454 members 
Mstep: Class 5 contains 18940 members 
Mstep: Class 6 contains 17296 members 
Mstep: Class 7 contains 19069 members 
Mstep: Class 8 contains 150797 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 15697 members 
Mstep: Class 11 contains 120996 members 
Mstep: Class 12 contains 54491 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 19803 members 
Mstep: Class 15 contains 29090 members 
Mstep: Class 16 contains 35940 members 
Mstep: Class 17 contains 138518 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 3831 members 
Mstep: Class 21 contains 138557 members 
Mstep: Class 22 contains 26121 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 61066 members 
Mstep: Class 25 contains 10135 members 
Mstep: Class 26 contains 11422 members 
Mstep: Class 27 contains 8353 members 
Mstep: Class 28 contains 162412 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 1803 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 39945 members 
Mstep: Class 33 contains 4639 members 
Mstep: Class 34 contains 6030 members 
Mstep: Class 35 contains 2275 members 
Mstep: Class 36 contains 5683 members 
Mstep: Class 37 contains 167787 members 
Mstep: Class 38 contains 11454 members 
Mstep: Class 39 contains 10309 members 
Mstep: Class 40 contains 1890 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 103289 members 
Mstep: Class 43 contains 11448 members 
Mstep: Class 44 contains 6342 members 
Mstep: Class 45 contains 4827 members 
Mstep: Class 46 contains 6311 members 
Mstep: Class 47 contains 43577 members 
Mstep: Class 48 contains 1675 members 
Mstep: Class 49 contains 4439 members 
Mstep: Class 50 contains 9251 members 
Mstep: Class 51 contains 3984 members 
Mstep: Class 52 contains 1690 members 
Mstep: Class 53 contains 2402 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150744096.000000 Penalty: 192734.187500
Iteration 84Q: 55 clusters Score -1.507441e+08 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 128950 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 19411 members 
Mstep: Class 6 contains 17820 members 
Mstep: Class 7 contains 19051 members 
Mstep: Class 8 contains 149445 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 120877 members 
Mstep: Class 12 contains 54423 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 19807 members 
Mstep: Class 15 contains 29067 members 
Mstep: Class 16 contains 35848 members 
Mstep: Class 17 contains 137868 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 12361 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 138212 members 
Mstep: Class 22 contains 26000 members 
Mstep: Class 23 contains 5149 members 
Mstep: Class 24 contains 62216 members 
Mstep: Class 25 contains 10179 members 
Mstep: Class 26 contains 11470 members 
Mstep: Class 27 contains 8775 members 
Mstep: Class 28 contains 162125 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 39989 members 
Mstep: Class 33 contains 4651 members 
Mstep: Class 34 contains 6031 members 
Mstep: Class 35 contains 2270 members 
Mstep: Class 36 contains 5849 members 
Mstep: Class 37 contains 167924 members 
Mstep: Class 38 contains 11475 members 
Mstep: Class 39 contains 10402 members 
Mstep: Class 40 contains 1893 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 103221 members 
Mstep: Class 43 contains 11525 members 
Mstep: Class 44 contains 6367 members 
Mstep: Class 45 contains 4836 members 
Mstep: Class 46 contains 6363 members 
Mstep: Class 47 contains 43161 members 
Mstep: Class 48 contains 1713 members 
Mstep: Class 49 contains 4438 members 
Mstep: Class 50 contains 9597 members 
Mstep: Class 51 contains 3989 members 
Mstep: Class 52 contains 1704 members 
Mstep: Class 53 contains 2423 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150747104.000000 Penalty: 192734.187500
Iteration 85Q: 55 clusters Score -1.507471e+08 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 129193 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 19846 members 
Mstep: Class 6 contains 18261 members 
Mstep: Class 7 contains 19041 members 
Mstep: Class 8 contains 148257 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 15567 members 
Mstep: Class 11 contains 120816 members 
Mstep: Class 12 contains 54388 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 19807 members 
Mstep: Class 15 contains 29013 members 
Mstep: Class 16 contains 35773 members 
Mstep: Class 17 contains 137282 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 138008 members 
Mstep: Class 22 contains 25915 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 63413 members 
Mstep: Class 25 contains 10170 members 
Mstep: Class 26 contains 11528 members 
Mstep: Class 27 contains 9141 members 
Mstep: Class 28 contains 161859 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 40033 members 
Mstep: Class 33 contains 4663 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 2280 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 168009 members 
Mstep: Class 38 contains 11496 members 
Mstep: Class 39 contains 10461 members 
Mstep: Class 40 contains 1893 members 
Mstep: Class 41 contains 4170 members 
Mstep: Class 42 contains 103157 members 
Mstep: Class 43 contains 11592 members 
Mstep: Class 44 contains 6385 members 
Mstep: Class 45 contains 4841 members 
Mstep: Class 46 contains 6415 members 
Mstep: Class 47 contains 42768 members 
Mstep: Class 48 contains 1735 members 
Mstep: Class 49 contains 4435 members 
Mstep: Class 50 contains 9875 members 
Mstep: Class 51 contains 3994 members 
Mstep: Class 52 contains 1714 members 
Mstep: Class 53 contains 2435 members 
Mstep: Class 54 contains 7344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150749984.000000 Penalty: 192734.187500
Iteration 86Q: 55 clusters Score -1.5075e+08 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 129263 members 
Mstep: Class 4 contains 6253 members 
Mstep: Class 5 contains 20245 members 
Mstep: Class 6 contains 18647 members 
Mstep: Class 7 contains 19036 members 
Mstep: Class 8 contains 147155 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 120810 members 
Mstep: Class 12 contains 54379 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19802 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 16 contains 35690 members 
Mstep: Class 17 contains 136760 members 
Mstep: Class 18 contains 8021 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 138000 members 
Mstep: Class 22 contains 25839 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 64623 members 
Mstep: Class 25 contains 10123 members 
Mstep: Class 26 contains 11582 members 
Mstep: Class 27 contains 9516 members 
Mstep: Class 28 contains 161671 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 2688 members 
Mstep: Class 32 contains 40066 members 
Mstep: Class 33 contains 4672 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 6163 members 
Mstep: Class 37 contains 168090 members 
Mstep: Class 38 contains 11497 members 
Mstep: Class 39 contains 10473 members 
Mstep: Class 40 contains 1901 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 103118 members 
Mstep: Class 43 contains 11652 members 
Mstep: Class 44 contains 6400 members 
Mstep: Class 45 contains 4848 members 
Mstep: Class 46 contains 6474 members 
Mstep: Class 47 contains 42344 members 
Mstep: Class 48 contains 1756 members 
Mstep: Class 49 contains 4434 members 
Mstep: Class 50 contains 10092 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 1722 members 
Mstep: Class 53 contains 2447 members 
Mstep: Class 54 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150752496.000000 Penalty: 192734.187500
Iteration 87Q: 55 clusters Score -1.507525e+08 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 92440 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 129261 members 
Mstep: Class 4 contains 6205 members 
Mstep: Class 5 contains 20585 members 
Mstep: Class 6 contains 18969 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 146022 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 15419 members 
Mstep: Class 11 contains 120795 members 
Mstep: Class 12 contains 54372 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19807 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 35616 members 
Mstep: Class 17 contains 136216 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 12263 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 138064 members 
Mstep: Class 22 contains 25774 members 
Mstep: Class 23 contains 5906 members 
Mstep: Class 24 contains 65927 members 
Mstep: Class 25 contains 10095 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 9883 members 
Mstep: Class 28 contains 161559 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 2676 members 
Mstep: Class 32 contains 40097 members 
Mstep: Class 33 contains 4683 members 
Mstep: Class 34 contains 6060 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 6293 members 
Mstep: Class 37 contains 168150 members 
Mstep: Class 38 contains 11505 members 
Mstep: Class 39 contains 10482 members 
Mstep: Class 40 contains 1911 members 
Mstep: Class 41 contains 4175 members 
Mstep: Class 42 contains 103097 members 
Mstep: Class 43 contains 11699 members 
Mstep: Class 44 contains 6431 members 
Mstep: Class 45 contains 4852 members 
Mstep: Class 46 contains 6525 members 
Mstep: Class 47 contains 41931 members 
Mstep: Class 48 contains 1771 members 
Mstep: Class 49 contains 4428 members 
Mstep: Class 50 contains 10278 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1732 members 
Mstep: Class 53 contains 2463 members 
Mstep: Class 54 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150754192.000000 Penalty: 192734.187500
Iteration 88Q: 55 clusters Score -1.507542e+08 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 129178 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 20911 members 
Mstep: Class 6 contains 19229 members 
Mstep: Class 7 contains 19033 members 
Mstep: Class 8 contains 144793 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 120779 members 
Mstep: Class 12 contains 54362 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19818 members 
Mstep: Class 15 contains 28816 members 
Mstep: Class 16 contains 35563 members 
Mstep: Class 17 contains 135778 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 19 contains 12170 members 
Mstep: Class 20 contains 3591 members 
Mstep: Class 21 contains 138169 members 
Mstep: Class 22 contains 25720 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 67428 members 
Mstep: Class 25 contains 10047 members 
Mstep: Class 26 contains 11673 members 
Mstep: Class 27 contains 10195 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2658 members 
Mstep: Class 32 contains 40116 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 6062 members 
Mstep: Class 35 contains 2288 members 
Mstep: Class 36 contains 6421 members 
Mstep: Class 37 contains 168192 members 
Mstep: Class 38 contains 11509 members 
Mstep: Class 39 contains 10490 members 
Mstep: Class 40 contains 1916 members 
Mstep: Class 41 contains 4175 members 
Mstep: Class 42 contains 103080 members 
Mstep: Class 43 contains 11735 members 
Mstep: Class 44 contains 6449 members 
Mstep: Class 45 contains 4857 members 
Mstep: Class 46 contains 6579 members 
Mstep: Class 47 contains 41518 members 
Mstep: Class 48 contains 1781 members 
Mstep: Class 49 contains 4418 members 
Mstep: Class 50 contains 10449 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1743 members 
Mstep: Class 53 contains 2483 members 
Mstep: Class 54 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150756560.000000 Penalty: 192734.187500
Iteration 89Q: 55 clusters Score -1.507566e+08 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 129096 members 
Mstep: Class 4 contains 6123 members 
Mstep: Class 5 contains 21188 members 
Mstep: Class 6 contains 19423 members 
Mstep: Class 7 contains 19034 members 
Mstep: Class 8 contains 143700 members 
Mstep: Class 9 contains 3197 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 120795 members 
Mstep: Class 12 contains 54356 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19827 members 
Mstep: Class 15 contains 28752 members 
Mstep: Class 16 contains 35513 members 
Mstep: Class 17 contains 135364 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 12087 members 
Mstep: Class 20 contains 3580 members 
Mstep: Class 21 contains 138359 members 
Mstep: Class 22 contains 25669 members 
Mstep: Class 23 contains 6444 members 
Mstep: Class 24 contains 68856 members 
Mstep: Class 25 contains 9997 members 
Mstep: Class 26 contains 11714 members 
Mstep: Class 27 contains 10461 members 
Mstep: Class 28 contains 161338 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2652 members 
Mstep: Class 32 contains 40137 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 6066 members 
Mstep: Class 35 contains 2289 members 
Mstep: Class 36 contains 6520 members 
Mstep: Class 37 contains 168236 members 
Mstep: Class 38 contains 11498 members 
Mstep: Class 39 contains 10499 members 
Mstep: Class 40 contains 1916 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 103066 members 
Mstep: Class 43 contains 11774 members 
Mstep: Class 44 contains 6448 members 
Mstep: Class 45 contains 4864 members 
Mstep: Class 46 contains 6624 members 
Mstep: Class 47 contains 41174 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 4415 members 
Mstep: Class 50 contains 10599 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1750 members 
Mstep: Class 53 contains 2490 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150758688.000000 Penalty: 192734.187500
Iteration 90Q: 55 clusters Score -1.507587e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 128971 members 
Mstep: Class 4 contains 6088 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 19565 members 
Mstep: Class 7 contains 19032 members 
Mstep: Class 8 contains 142621 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 15265 members 
Mstep: Class 11 contains 120816 members 
Mstep: Class 12 contains 54330 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19834 members 
Mstep: Class 15 contains 28683 members 
Mstep: Class 16 contains 35461 members 
Mstep: Class 17 contains 134952 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 3566 members 
Mstep: Class 21 contains 138620 members 
Mstep: Class 22 contains 25611 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 70352 members 
Mstep: Class 25 contains 9945 members 
Mstep: Class 26 contains 11748 members 
Mstep: Class 27 contains 10765 members 
Mstep: Class 28 contains 161233 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 40175 members 
Mstep: Class 33 contains 4714 members 
Mstep: Class 34 contains 6072 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 6596 members 
Mstep: Class 37 contains 168279 members 
Mstep: Class 38 contains 11486 members 
Mstep: Class 39 contains 10514 members 
Mstep: Class 40 contains 1920 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 103049 members 
Mstep: Class 43 contains 11810 members 
Mstep: Class 44 contains 6442 members 
Mstep: Class 45 contains 4868 members 
Mstep: Class 46 contains 6674 members 
Mstep: Class 47 contains 40850 members 
Mstep: Class 48 contains 1791 members 
Mstep: Class 49 contains 4414 members 
Mstep: Class 50 contains 10736 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1753 members 
Mstep: Class 53 contains 2498 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760416.000000 Penalty: 192734.187500
Iteration 91Q: 55 clusters Score -1.507604e+08 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 128825 members 
Mstep: Class 4 contains 6048 members 
Mstep: Class 5 contains 21679 members 
Mstep: Class 6 contains 19707 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 8 contains 141586 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 11 contains 120838 members 
Mstep: Class 12 contains 54309 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19835 members 
Mstep: Class 15 contains 28613 members 
Mstep: Class 16 contains 35416 members 
Mstep: Class 17 contains 134609 members 
Mstep: Class 18 contains 8007 members 
Mstep: Class 19 contains 11916 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 138928 members 
Mstep: Class 22 contains 25570 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 71816 members 
Mstep: Class 25 contains 9886 members 
Mstep: Class 26 contains 11785 members 
Mstep: Class 27 contains 11061 members 
Mstep: Class 28 contains 161126 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 40216 members 
Mstep: Class 33 contains 4724 members 
Mstep: Class 34 contains 6077 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 6669 members 
Mstep: Class 37 contains 168313 members 
Mstep: Class 38 contains 11477 members 
Mstep: Class 39 contains 10516 members 
Mstep: Class 40 contains 1920 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 103033 members 
Mstep: Class 43 contains 11851 members 
Mstep: Class 44 contains 6424 members 
Mstep: Class 45 contains 4871 members 
Mstep: Class 46 contains 6721 members 
Mstep: Class 47 contains 40545 members 
Mstep: Class 48 contains 1797 members 
Mstep: Class 49 contains 4411 members 
Mstep: Class 50 contains 10857 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2507 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150761648.000000 Penalty: 192734.187500
Iteration 92Q: 55 clusters Score -1.507616e+08 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 128676 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 21887 members 
Mstep: Class 6 contains 19826 members 
Mstep: Class 7 contains 19027 members 
Mstep: Class 8 contains 140457 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 15137 members 
Mstep: Class 11 contains 120854 members 
Mstep: Class 12 contains 54288 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19844 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 35375 members 
Mstep: Class 17 contains 134281 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 3560 members 
Mstep: Class 21 contains 139312 members 
Mstep: Class 22 contains 25536 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 73388 members 
Mstep: Class 25 contains 9816 members 
Mstep: Class 26 contains 11834 members 
Mstep: Class 27 contains 11355 members 
Mstep: Class 28 contains 161054 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 40253 members 
Mstep: Class 33 contains 4733 members 
Mstep: Class 34 contains 6079 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 6738 members 
Mstep: Class 37 contains 168339 members 
Mstep: Class 38 contains 11460 members 
Mstep: Class 39 contains 10511 members 
Mstep: Class 40 contains 1921 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 103022 members 
Mstep: Class 43 contains 11886 members 
Mstep: Class 44 contains 6419 members 
Mstep: Class 45 contains 4873 members 
Mstep: Class 46 contains 6764 members 
Mstep: Class 47 contains 40276 members 
Mstep: Class 48 contains 1805 members 
Mstep: Class 49 contains 4413 members 
Mstep: Class 50 contains 10970 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 1751 members 
Mstep: Class 53 contains 2526 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762960.000000 Penalty: 192734.187500
Iteration 93Q: 55 clusters Score -1.50763e+08 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 3299 members 
Mstep: Class 3 contains 128513 members 
Mstep: Class 4 contains 5983 members 
Mstep: Class 5 contains 22034 members 
Mstep: Class 6 contains 19959 members 
Mstep: Class 7 contains 19025 members 
Mstep: Class 8 contains 139332 members 
Mstep: Class 9 contains 3182 members 
Mstep: Class 10 contains 15069 members 
Mstep: Class 11 contains 120884 members 
Mstep: Class 12 contains 54264 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19850 members 
Mstep: Class 15 contains 28490 members 
Mstep: Class 16 contains 35322 members 
Mstep: Class 17 contains 133977 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 19 contains 11686 members 
Mstep: Class 20 contains 3553 members 
Mstep: Class 21 contains 139653 members 
Mstep: Class 22 contains 25503 members 
Mstep: Class 23 contains 7371 members 
Mstep: Class 24 contains 74990 members 
Mstep: Class 25 contains 9752 members 
Mstep: Class 26 contains 11878 members 
Mstep: Class 27 contains 11676 members 
Mstep: Class 28 contains 160996 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 40283 members 
Mstep: Class 33 contains 4740 members 
Mstep: Class 34 contains 6079 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 6803 members 
Mstep: Class 37 contains 168374 members 
Mstep: Class 38 contains 11452 members 
Mstep: Class 39 contains 10506 members 
Mstep: Class 40 contains 1922 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 103019 members 
Mstep: Class 43 contains 11920 members 
Mstep: Class 44 contains 6400 members 
Mstep: Class 45 contains 4878 members 
Mstep: Class 46 contains 6795 members 
Mstep: Class 47 contains 40042 members 
Mstep: Class 48 contains 1801 members 
Mstep: Class 49 contains 4415 members 
Mstep: Class 50 contains 11054 members 
Mstep: Class 51 contains 3998 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2537 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764176.000000 Penalty: 192734.187500
Iteration 94Q: 55 clusters Score -1.507642e+08 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 128364 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 22173 members 
Mstep: Class 6 contains 20063 members 
Mstep: Class 7 contains 19022 members 
Mstep: Class 8 contains 138223 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 15025 members 
Mstep: Class 11 contains 120942 members 
Mstep: Class 12 contains 54239 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19853 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 35260 members 
Mstep: Class 17 contains 133674 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 11570 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 139983 members 
Mstep: Class 22 contains 25477 members 
Mstep: Class 23 contains 7515 members 
Mstep: Class 24 contains 76638 members 
Mstep: Class 25 contains 9690 members 
Mstep: Class 26 contains 11909 members 
Mstep: Class 27 contains 12001 members 
Mstep: Class 28 contains 160944 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 40315 members 
Mstep: Class 33 contains 4746 members 
Mstep: Class 34 contains 6081 members 
Mstep: Class 35 contains 2276 members 
Mstep: Class 36 contains 6863 members 
Mstep: Class 37 contains 168398 members 
Mstep: Class 38 contains 11446 members 
Mstep: Class 39 contains 10507 members 
Mstep: Class 40 contains 1921 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 103019 members 
Mstep: Class 43 contains 11939 members 
Mstep: Class 44 contains 6390 members 
Mstep: Class 45 contains 4881 members 
Mstep: Class 46 contains 6840 members 
Mstep: Class 47 contains 39853 members 
Mstep: Class 48 contains 1802 members 
Mstep: Class 49 contains 4420 members 
Mstep: Class 50 contains 11122 members 
Mstep: Class 51 contains 3997 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2544 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765264.000000 Penalty: 192734.187500
Iteration 95Q: 55 clusters Score -1.507653e+08 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 128227 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 22269 members 
Mstep: Class 6 contains 20169 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 137041 members 
Mstep: Class 9 contains 3181 members 
Mstep: Class 10 contains 14980 members 
Mstep: Class 11 contains 120987 members 
Mstep: Class 12 contains 54222 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19860 members 
Mstep: Class 15 contains 28408 members 
Mstep: Class 16 contains 35215 members 
Mstep: Class 17 contains 133416 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 140331 members 
Mstep: Class 22 contains 25454 members 
Mstep: Class 23 contains 7648 members 
Mstep: Class 24 contains 78345 members 
Mstep: Class 25 contains 9629 members 
Mstep: Class 26 contains 11934 members 
Mstep: Class 27 contains 12327 members 
Mstep: Class 28 contains 160889 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 40340 members 
Mstep: Class 33 contains 4755 members 
Mstep: Class 34 contains 6089 members 
Mstep: Class 35 contains 2277 members 
Mstep: Class 36 contains 6910 members 
Mstep: Class 37 contains 168414 members 
Mstep: Class 38 contains 11442 members 
Mstep: Class 39 contains 10499 members 
Mstep: Class 40 contains 1919 members 
Mstep: Class 41 contains 4178 members 
Mstep: Class 42 contains 103016 members 
Mstep: Class 43 contains 11965 members 
Mstep: Class 44 contains 6378 members 
Mstep: Class 45 contains 4883 members 
Mstep: Class 46 contains 6865 members 
Mstep: Class 47 contains 39683 members 
Mstep: Class 48 contains 1807 members 
Mstep: Class 49 contains 4421 members 
Mstep: Class 50 contains 11168 members 
Mstep: Class 51 contains 3997 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2554 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766816.000000 Penalty: 192734.187500
Iteration 96Q: 55 clusters Score -1.507668e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 128076 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 22384 members 
Mstep: Class 6 contains 20252 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 135995 members 
Mstep: Class 9 contains 3179 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 121013 members 
Mstep: Class 12 contains 54211 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19864 members 
Mstep: Class 15 contains 28359 members 
Mstep: Class 16 contains 35159 members 
Mstep: Class 17 contains 133174 members 
Mstep: Class 18 contains 7999 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 140722 members 
Mstep: Class 22 contains 25434 members 
Mstep: Class 23 contains 7762 members 
Mstep: Class 24 contains 79925 members 
Mstep: Class 25 contains 9582 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 12604 members 
Mstep: Class 28 contains 160848 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 40367 members 
Mstep: Class 33 contains 4769 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 2275 members 
Mstep: Class 36 contains 6948 members 
Mstep: Class 37 contains 168424 members 
Mstep: Class 38 contains 11433 members 
Mstep: Class 39 contains 10492 members 
Mstep: Class 40 contains 1919 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 103011 members 
Mstep: Class 43 contains 11992 members 
Mstep: Class 44 contains 6373 members 
Mstep: Class 45 contains 4885 members 
Mstep: Class 46 contains 6887 members 
Mstep: Class 47 contains 39535 members 
Mstep: Class 48 contains 1812 members 
Mstep: Class 49 contains 4423 members 
Mstep: Class 50 contains 11225 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2551 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767856.000000 Penalty: 192734.187500
Iteration 97Q: 55 clusters Score -1.507679e+08 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 3328 members 
Mstep: Class 3 contains 127919 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 22468 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 135083 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 14910 members 
Mstep: Class 11 contains 121041 members 
Mstep: Class 12 contains 54209 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19871 members 
Mstep: Class 15 contains 28317 members 
Mstep: Class 16 contains 35111 members 
Mstep: Class 17 contains 132932 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 141111 members 
Mstep: Class 22 contains 25415 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 81419 members 
Mstep: Class 25 contains 9529 members 
Mstep: Class 26 contains 11982 members 
Mstep: Class 27 contains 12839 members 
Mstep: Class 28 contains 160824 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40403 members 
Mstep: Class 33 contains 4780 members 
Mstep: Class 34 contains 6093 members 
Mstep: Class 35 contains 2273 members 
Mstep: Class 36 contains 6987 members 
Mstep: Class 37 contains 168438 members 
Mstep: Class 38 contains 11430 members 
Mstep: Class 39 contains 10489 members 
Mstep: Class 40 contains 1917 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 103006 members 
Mstep: Class 43 contains 12010 members 
Mstep: Class 44 contains 6371 members 
Mstep: Class 45 contains 4888 members 
Mstep: Class 46 contains 6903 members 
Mstep: Class 47 contains 39405 members 
Mstep: Class 48 contains 1815 members 
Mstep: Class 49 contains 4422 members 
Mstep: Class 50 contains 11281 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2546 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768816.000000 Penalty: 192734.187500
Iteration 98Q: 55 clusters Score -1.507688e+08 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 127835 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 22522 members 
Mstep: Class 6 contains 20350 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 134124 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 121077 members 
Mstep: Class 12 contains 54201 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 28283 members 
Mstep: Class 16 contains 35078 members 
Mstep: Class 17 contains 132740 members 
Mstep: Class 18 contains 7997 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 141449 members 
Mstep: Class 22 contains 25397 members 
Mstep: Class 23 contains 7926 members 
Mstep: Class 24 contains 82907 members 
Mstep: Class 25 contains 9481 members 
Mstep: Class 26 contains 12008 members 
Mstep: Class 27 contains 13015 members 
Mstep: Class 28 contains 160820 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40432 members 
Mstep: Class 33 contains 4795 members 
Mstep: Class 34 contains 6094 members 
Mstep: Class 35 contains 2273 members 
Mstep: Class 36 contains 7024 members 
Mstep: Class 37 contains 168450 members 
Mstep: Class 38 contains 11425 members 
Mstep: Class 39 contains 10489 members 
Mstep: Class 40 contains 1917 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 103000 members 
Mstep: Class 43 contains 12024 members 
Mstep: Class 44 contains 6372 members 
Mstep: Class 45 contains 4889 members 
Mstep: Class 46 contains 6914 members 
Mstep: Class 47 contains 39318 members 
Mstep: Class 48 contains 1814 members 
Mstep: Class 49 contains 4421 members 
Mstep: Class 50 contains 11314 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1751 members 
Mstep: Class 53 contains 2549 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150769360.000000 Penalty: 192734.187500
Iteration 99Q: 55 clusters Score -1.507694e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 127785 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 22571 members 
Mstep: Class 6 contains 20397 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 133148 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 121113 members 
Mstep: Class 12 contains 54192 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19879 members 
Mstep: Class 15 contains 28257 members 
Mstep: Class 16 contains 35042 members 
Mstep: Class 17 contains 132563 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 11155 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 141753 members 
Mstep: Class 22 contains 25382 members 
Mstep: Class 23 contains 7973 members 
Mstep: Class 24 contains 84390 members 
Mstep: Class 25 contains 9438 members 
Mstep: Class 26 contains 12031 members 
Mstep: Class 27 contains 13164 members 
Mstep: Class 28 contains 160808 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40462 members 
Mstep: Class 33 contains 4803 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 2274 members 
Mstep: Class 36 contains 7045 members 
Mstep: Class 37 contains 168457 members 
Mstep: Class 38 contains 11411 members 
Mstep: Class 39 contains 10496 members 
Mstep: Class 40 contains 1919 members 
Mstep: Class 41 contains 4178 members 
Mstep: Class 42 contains 102998 members 
Mstep: Class 43 contains 12036 members 
Mstep: Class 44 contains 6373 members 
Mstep: Class 45 contains 4891 members 
Mstep: Class 46 contains 6928 members 
Mstep: Class 47 contains 39278 members 
Mstep: Class 48 contains 1810 members 
Mstep: Class 49 contains 4421 members 
Mstep: Class 50 contains 11341 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1751 members 
Mstep: Class 53 contains 2553 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770256.000000 Penalty: 192734.187500
Iteration 100F: 55 clusters Score -1.507703e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 3335 members 
Mstep: Class 3 contains 127773 members 
Mstep: Class 4 contains 5877 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 20416 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 132243 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 14781 members 
Mstep: Class 11 contains 121149 members 
Mstep: Class 12 contains 54179 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19882 members 
Mstep: Class 15 contains 28219 members 
Mstep: Class 16 contains 35011 members 
Mstep: Class 17 contains 132398 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 11032 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 142075 members 
Mstep: Class 22 contains 25369 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 85771 members 
Mstep: Class 25 contains 9402 members 
Mstep: Class 26 contains 12055 members 
Mstep: Class 27 contains 13406 members 
Mstep: Class 28 contains 160799 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 40487 members 
Mstep: Class 33 contains 4809 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 2268 members 
Mstep: Class 36 contains 7072 members 
Mstep: Class 37 contains 168463 members 
Mstep: Class 38 contains 11397 members 
Mstep: Class 39 contains 10497 members 
Mstep: Class 40 contains 1935 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 102994 members 
Mstep: Class 43 contains 12044 members 
Mstep: Class 44 contains 6373 members 
Mstep: Class 45 contains 4894 members 
Mstep: Class 46 contains 6944 members 
Mstep: Class 47 contains 39243 members 
Mstep: Class 48 contains 1849 members 
Mstep: Class 49 contains 4407 members 
Mstep: Class 50 contains 11360 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 1749 members 
Mstep: Class 53 contains 2561 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771248.000000 Penalty: 192734.187500
Iteration 101Q: 55 clusters Score -1.507712e+08 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 127733 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 22650 members 
Mstep: Class 6 contains 20470 members 
Mstep: Class 7 contains 19013 members 
Mstep: Class 8 contains 131376 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 14730 members 
Mstep: Class 11 contains 121192 members 
Mstep: Class 12 contains 54148 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19880 members 
Mstep: Class 15 contains 28176 members 
Mstep: Class 16 contains 34966 members 
Mstep: Class 17 contains 132227 members 
Mstep: Class 18 contains 7992 members 
Mstep: Class 19 contains 10918 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 142327 members 
Mstep: Class 22 contains 25359 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 87078 members 
Mstep: Class 25 contains 9382 members 
Mstep: Class 26 contains 12075 members 
Mstep: Class 27 contains 13649 members 
Mstep: Class 28 contains 160808 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2645 members 
Mstep: Class 32 contains 40517 members 
Mstep: Class 33 contains 4820 members 
Mstep: Class 34 contains 6097 members 
Mstep: Class 35 contains 2267 members 
Mstep: Class 36 contains 7112 members 
Mstep: Class 37 contains 168466 members 
Mstep: Class 38 contains 11386 members 
Mstep: Class 39 contains 10505 members 
Mstep: Class 40 contains 1941 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102992 members 
Mstep: Class 43 contains 12056 members 
Mstep: Class 44 contains 6372 members 
Mstep: Class 45 contains 4896 members 
Mstep: Class 46 contains 6958 members 
Mstep: Class 47 contains 39198 members 
Mstep: Class 48 contains 1864 members 
Mstep: Class 49 contains 4398 members 
Mstep: Class 50 contains 11389 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1750 members 
Mstep: Class 53 contains 2561 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771296.000000 Penalty: 192734.187500
Iteration 102Q: 55 clusters Score -1.507713e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 3340 members 
Mstep: Class 3 contains 127717 members 
Mstep: Class 4 contains 5863 members 
Mstep: Class 5 contains 22687 members 
Mstep: Class 6 contains 20505 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 130610 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 14692 members 
Mstep: Class 11 contains 121222 members 
Mstep: Class 12 contains 54139 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19879 members 
Mstep: Class 15 contains 28132 members 
Mstep: Class 16 contains 34921 members 
Mstep: Class 17 contains 132049 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 10797 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 142596 members 
Mstep: Class 22 contains 25345 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 88214 members 
Mstep: Class 25 contains 9348 members 
Mstep: Class 26 contains 12095 members 
Mstep: Class 27 contains 13915 members 
Mstep: Class 28 contains 160804 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40530 members 
Mstep: Class 33 contains 4827 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 2264 members 
Mstep: Class 36 contains 7150 members 
Mstep: Class 37 contains 168469 members 
Mstep: Class 38 contains 11370 members 
Mstep: Class 39 contains 10508 members 
Mstep: Class 40 contains 1947 members 
Mstep: Class 41 contains 4175 members 
Mstep: Class 42 contains 102997 members 
Mstep: Class 43 contains 12072 members 
Mstep: Class 44 contains 6375 members 
Mstep: Class 45 contains 4898 members 
Mstep: Class 46 contains 6971 members 
Mstep: Class 47 contains 39161 members 
Mstep: Class 48 contains 1855 members 
Mstep: Class 49 contains 4392 members 
Mstep: Class 50 contains 11421 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2571 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771680.000000 Penalty: 192734.187500
Iteration 103Q: 55 clusters Score -1.507717e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 127760 members 
Mstep: Class 4 contains 5852 members 
Mstep: Class 5 contains 22713 members 
Mstep: Class 6 contains 20525 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 129784 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 14665 members 
Mstep: Class 11 contains 121268 members 
Mstep: Class 12 contains 54125 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19873 members 
Mstep: Class 15 contains 28080 members 
Mstep: Class 16 contains 34872 members 
Mstep: Class 17 contains 131895 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 10685 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 142828 members 
Mstep: Class 22 contains 25332 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 89366 members 
Mstep: Class 25 contains 9308 members 
Mstep: Class 26 contains 12117 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 160802 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40550 members 
Mstep: Class 33 contains 4838 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 2264 members 
Mstep: Class 36 contains 7176 members 
Mstep: Class 37 contains 168485 members 
Mstep: Class 38 contains 11366 members 
Mstep: Class 39 contains 10513 members 
Mstep: Class 40 contains 1954 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 102999 members 
Mstep: Class 43 contains 12091 members 
Mstep: Class 44 contains 6370 members 
Mstep: Class 45 contains 4904 members 
Mstep: Class 46 contains 6980 members 
Mstep: Class 47 contains 39116 members 
Mstep: Class 48 contains 1849 members 
Mstep: Class 49 contains 4388 members 
Mstep: Class 50 contains 11466 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1752 members 
Mstep: Class 53 contains 2578 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772176.000000 Penalty: 192734.187500
Iteration 104Q: 55 clusters Score -1.507722e+08 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 127795 members 
Mstep: Class 4 contains 5842 members 
Mstep: Class 5 contains 22731 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 128998 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 121297 members 
Mstep: Class 12 contains 54085 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19875 members 
Mstep: Class 15 contains 28027 members 
Mstep: Class 16 contains 34846 members 
Mstep: Class 17 contains 131752 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 142955 members 
Mstep: Class 22 contains 25320 members 
Mstep: Class 23 contains 8146 members 
Mstep: Class 24 contains 90547 members 
Mstep: Class 25 contains 9273 members 
Mstep: Class 26 contains 12135 members 
Mstep: Class 27 contains 14362 members 
Mstep: Class 28 contains 160805 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 40587 members 
Mstep: Class 33 contains 4849 members 
Mstep: Class 34 contains 6094 members 
Mstep: Class 35 contains 2268 members 
Mstep: Class 36 contains 7197 members 
Mstep: Class 37 contains 168499 members 
Mstep: Class 38 contains 11361 members 
Mstep: Class 39 contains 10513 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 102997 members 
Mstep: Class 43 contains 12103 members 
Mstep: Class 44 contains 6374 members 
Mstep: Class 45 contains 4910 members 
Mstep: Class 46 contains 6990 members 
Mstep: Class 47 contains 39086 members 
Mstep: Class 48 contains 1855 members 
Mstep: Class 49 contains 4389 members 
Mstep: Class 50 contains 11521 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 1751 members 
Mstep: Class 53 contains 2587 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772608.000000 Penalty: 192734.187500
Iteration 105Q: 55 clusters Score -1.507726e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 127849 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 22739 members 
Mstep: Class 6 contains 20581 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 128144 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 14622 members 
Mstep: Class 11 contains 121333 members 
Mstep: Class 12 contains 54055 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19873 members 
Mstep: Class 15 contains 27965 members 
Mstep: Class 16 contains 34812 members 
Mstep: Class 17 contains 131598 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 143059 members 
Mstep: Class 22 contains 25312 members 
Mstep: Class 23 contains 8164 members 
Mstep: Class 24 contains 91669 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 12150 members 
Mstep: Class 27 contains 14586 members 
Mstep: Class 28 contains 160817 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1773 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40617 members 
Mstep: Class 33 contains 4856 members 
Mstep: Class 34 contains 6093 members 
Mstep: Class 35 contains 2271 members 
Mstep: Class 36 contains 7216 members 
Mstep: Class 37 contains 168511 members 
Mstep: Class 38 contains 11357 members 
Mstep: Class 39 contains 10515 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 102999 members 
Mstep: Class 43 contains 12124 members 
Mstep: Class 44 contains 6382 members 
Mstep: Class 45 contains 4912 members 
Mstep: Class 46 contains 6995 members 
Mstep: Class 47 contains 39058 members 
Mstep: Class 48 contains 1849 members 
Mstep: Class 49 contains 4388 members 
Mstep: Class 50 contains 11563 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 1748 members 
Mstep: Class 53 contains 2614 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773008.000000 Penalty: 192734.187500
Iteration 106Q: 55 clusters Score -1.50773e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 127880 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 127361 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 14604 members 
Mstep: Class 11 contains 121379 members 
Mstep: Class 12 contains 54017 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27898 members 
Mstep: Class 16 contains 34796 members 
Mstep: Class 17 contains 131430 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 10352 members 
Mstep: Class 20 contains 3508 members 
Mstep: Class 21 contains 143131 members 
Mstep: Class 22 contains 25302 members 
Mstep: Class 23 contains 8183 members 
Mstep: Class 24 contains 92721 members 
Mstep: Class 25 contains 9243 members 
Mstep: Class 26 contains 12159 members 
Mstep: Class 27 contains 14795 members 
Mstep: Class 28 contains 160851 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1773 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 40640 members 
Mstep: Class 33 contains 4866 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 2275 members 
Mstep: Class 36 contains 7243 members 
Mstep: Class 37 contains 168517 members 
Mstep: Class 38 contains 11347 members 
Mstep: Class 39 contains 10511 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 102998 members 
Mstep: Class 43 contains 12148 members 
Mstep: Class 44 contains 6392 members 
Mstep: Class 45 contains 4916 members 
Mstep: Class 46 contains 7001 members 
Mstep: Class 47 contains 39018 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4388 members 
Mstep: Class 50 contains 11602 members 
Mstep: Class 51 contains 4003 members 
Mstep: Class 52 contains 1748 members 
Mstep: Class 53 contains 2619 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773664.000000 Penalty: 192734.187500
Iteration 107Q: 55 clusters Score -1.507737e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 127960 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 22789 members 
Mstep: Class 6 contains 20634 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 126533 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 14588 members 
Mstep: Class 11 contains 121423 members 
Mstep: Class 12 contains 53998 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19871 members 
Mstep: Class 15 contains 27817 members 
Mstep: Class 16 contains 34754 members 
Mstep: Class 17 contains 131278 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 21 contains 143176 members 
Mstep: Class 22 contains 25291 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 93755 members 
Mstep: Class 25 contains 9229 members 
Mstep: Class 26 contains 12167 members 
Mstep: Class 27 contains 14991 members 
Mstep: Class 28 contains 160902 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 40676 members 
Mstep: Class 33 contains 4879 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 168523 members 
Mstep: Class 38 contains 11336 members 
Mstep: Class 39 contains 10508 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 102991 members 
Mstep: Class 43 contains 12183 members 
Mstep: Class 44 contains 6404 members 
Mstep: Class 45 contains 4921 members 
Mstep: Class 46 contains 7006 members 
Mstep: Class 47 contains 38979 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4389 members 
Mstep: Class 50 contains 11633 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 1748 members 
Mstep: Class 53 contains 2612 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773984.000000 Penalty: 192734.187500
Iteration 108Q: 55 clusters Score -1.50774e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 128019 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 22805 members 
Mstep: Class 6 contains 20657 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 125640 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 14573 members 
Mstep: Class 11 contains 121478 members 
Mstep: Class 12 contains 53980 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 27739 members 
Mstep: Class 16 contains 34714 members 
Mstep: Class 17 contains 131095 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 10142 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 143238 members 
Mstep: Class 22 contains 25288 members 
Mstep: Class 23 contains 8230 members 
Mstep: Class 24 contains 94765 members 
Mstep: Class 25 contains 9204 members 
Mstep: Class 26 contains 12173 members 
Mstep: Class 27 contains 15173 members 
Mstep: Class 28 contains 160956 members 
Mstep: Class 29 contains 7571 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 40728 members 
Mstep: Class 33 contains 4892 members 
Mstep: Class 34 contains 6093 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 7296 members 
Mstep: Class 37 contains 168522 members 
Mstep: Class 38 contains 11326 members 
Mstep: Class 39 contains 10512 members 
Mstep: Class 40 contains 1957 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 102984 members 
Mstep: Class 43 contains 12214 members 
Mstep: Class 44 contains 6413 members 
Mstep: Class 45 contains 4927 members 
Mstep: Class 46 contains 7009 members 
Mstep: Class 47 contains 38944 members 
Mstep: Class 48 contains 1810 members 
Mstep: Class 49 contains 4389 members 
Mstep: Class 50 contains 11657 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 1748 members 
Mstep: Class 53 contains 2607 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773840.000000 Penalty: 192734.187500
Iteration 109Q: 55 clusters Score -1.507738e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 128126 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 22818 members 
Mstep: Class 6 contains 20668 members 
Mstep: Class 7 contains 19000 members 
Mstep: Class 8 contains 124666 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 14564 members 
Mstep: Class 11 contains 121526 members 
Mstep: Class 12 contains 53964 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19878 members 
Mstep: Class 15 contains 27649 members 
Mstep: Class 16 contains 34691 members 
Mstep: Class 17 contains 130944 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 10054 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 143314 members 
Mstep: Class 22 contains 25287 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 95711 members 
Mstep: Class 25 contains 9184 members 
Mstep: Class 26 contains 12176 members 
Mstep: Class 27 contains 15346 members 
Mstep: Class 28 contains 160982 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2645 members 
Mstep: Class 32 contains 40763 members 
Mstep: Class 33 contains 4902 members 
Mstep: Class 34 contains 6093 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 7324 members 
Mstep: Class 37 contains 168523 members 
Mstep: Class 38 contains 11321 members 
Mstep: Class 39 contains 10511 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 102977 members 
Mstep: Class 43 contains 12258 members 
Mstep: Class 44 contains 6424 members 
Mstep: Class 45 contains 4936 members 
Mstep: Class 46 contains 7009 members 
Mstep: Class 47 contains 38912 members 
Mstep: Class 48 contains 1803 members 
Mstep: Class 49 contains 4385 members 
Mstep: Class 50 contains 11679 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 1748 members 
Mstep: Class 53 contains 2606 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773248.000000 Penalty: 192734.187500
Iteration 110Q: 55 clusters Score -1.507732e+08 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 3394 members 
Mstep: Class 3 contains 128221 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 22841 members 
Mstep: Class 6 contains 20718 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 123583 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 121571 members 
Mstep: Class 12 contains 53947 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19875 members 
Mstep: Class 15 contains 27574 members 
Mstep: Class 16 contains 34665 members 
Mstep: Class 17 contains 130793 members 
Mstep: Class 18 contains 7964 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 3481 members 
Mstep: Class 21 contains 143417 members 
Mstep: Class 22 contains 25286 members 
Mstep: Class 23 contains 8269 members 
Mstep: Class 24 contains 96627 members 
Mstep: Class 25 contains 9168 members 
Mstep: Class 26 contains 12182 members 
Mstep: Class 27 contains 15509 members 
Mstep: Class 28 contains 161024 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 40804 members 
Mstep: Class 33 contains 4913 members 
Mstep: Class 34 contains 6093 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 7348 members 
Mstep: Class 37 contains 168523 members 
Mstep: Class 38 contains 11313 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 1959 members 
Mstep: Class 41 contains 4175 members 
Mstep: Class 42 contains 102974 members 
Mstep: Class 43 contains 12295 members 
Mstep: Class 44 contains 6425 members 
Mstep: Class 45 contains 4941 members 
Mstep: Class 46 contains 7011 members 
Mstep: Class 47 contains 38870 members 
Mstep: Class 48 contains 1794 members 
Mstep: Class 49 contains 4389 members 
Mstep: Class 50 contains 11704 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2597 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772880.000000 Penalty: 192734.187500
Iteration 111Q: 55 clusters Score -1.507729e+08 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 128321 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 22866 members 
Mstep: Class 6 contains 20747 members 
Mstep: Class 7 contains 18997 members 
Mstep: Class 8 contains 122454 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 121625 members 
Mstep: Class 12 contains 53935 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19872 members 
Mstep: Class 15 contains 27498 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 130653 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 143574 members 
Mstep: Class 22 contains 25284 members 
Mstep: Class 23 contains 8283 members 
Mstep: Class 24 contains 97581 members 
Mstep: Class 25 contains 9152 members 
Mstep: Class 26 contains 12188 members 
Mstep: Class 27 contains 15665 members 
Mstep: Class 28 contains 161044 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2645 members 
Mstep: Class 32 contains 40841 members 
Mstep: Class 33 contains 4925 members 
Mstep: Class 34 contains 6092 members 
Mstep: Class 35 contains 2297 members 
Mstep: Class 36 contains 7373 members 
Mstep: Class 37 contains 168524 members 
Mstep: Class 38 contains 11298 members 
Mstep: Class 39 contains 10514 members 
Mstep: Class 40 contains 1959 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102975 members 
Mstep: Class 43 contains 12338 members 
Mstep: Class 44 contains 6428 members 
Mstep: Class 45 contains 4945 members 
Mstep: Class 46 contains 7013 members 
Mstep: Class 47 contains 38845 members 
Mstep: Class 48 contains 1790 members 
Mstep: Class 49 contains 4388 members 
Mstep: Class 50 contains 11718 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2596 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772752.000000 Penalty: 192734.187500
Iteration 112Q: 55 clusters Score -1.507728e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 128438 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 22891 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 121150 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 121679 members 
Mstep: Class 12 contains 53917 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19866 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 130515 members 
Mstep: Class 18 contains 7958 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 143754 members 
Mstep: Class 22 contains 25284 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 98554 members 
Mstep: Class 25 contains 9140 members 
Mstep: Class 26 contains 12190 members 
Mstep: Class 27 contains 15786 members 
Mstep: Class 28 contains 161089 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 40874 members 
Mstep: Class 33 contains 4937 members 
Mstep: Class 34 contains 6094 members 
Mstep: Class 35 contains 2299 members 
Mstep: Class 36 contains 7389 members 
Mstep: Class 37 contains 168525 members 
Mstep: Class 38 contains 11285 members 
Mstep: Class 39 contains 10504 members 
Mstep: Class 40 contains 1960 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102971 members 
Mstep: Class 43 contains 12371 members 
Mstep: Class 44 contains 6436 members 
Mstep: Class 45 contains 4948 members 
Mstep: Class 46 contains 7013 members 
Mstep: Class 47 contains 38802 members 
Mstep: Class 48 contains 1786 members 
Mstep: Class 49 contains 4388 members 
Mstep: Class 50 contains 11728 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2605 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772640.000000 Penalty: 192734.187500
Iteration 113Q: 55 clusters Score -1.507726e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 128526 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 22927 members 
Mstep: Class 6 contains 20832 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 119838 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 121725 members 
Mstep: Class 12 contains 53909 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 19864 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 34584 members 
Mstep: Class 17 contains 130375 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 9787 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 143918 members 
Mstep: Class 22 contains 25283 members 
Mstep: Class 23 contains 8289 members 
Mstep: Class 24 contains 99540 members 
Mstep: Class 25 contains 9131 members 
Mstep: Class 26 contains 12193 members 
Mstep: Class 27 contains 15894 members 
Mstep: Class 28 contains 161136 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 40913 members 
Mstep: Class 33 contains 4948 members 
Mstep: Class 34 contains 6096 members 
Mstep: Class 35 contains 2302 members 
Mstep: Class 36 contains 7404 members 
Mstep: Class 37 contains 168527 members 
Mstep: Class 38 contains 11271 members 
Mstep: Class 39 contains 10498 members 
Mstep: Class 40 contains 1961 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 102969 members 
Mstep: Class 43 contains 12398 members 
Mstep: Class 44 contains 6445 members 
Mstep: Class 45 contains 4950 members 
Mstep: Class 46 contains 7014 members 
Mstep: Class 47 contains 38763 members 
Mstep: Class 48 contains 1784 members 
Mstep: Class 49 contains 4387 members 
Mstep: Class 50 contains 11744 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2603 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772544.000000 Penalty: 192734.187500
Iteration 114Q: 55 clusters Score -1.507725e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 128570 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 22955 members 
Mstep: Class 6 contains 20848 members 
Mstep: Class 7 contains 18993 members 
Mstep: Class 8 contains 118560 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 121771 members 
Mstep: Class 12 contains 53903 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 19863 members 
Mstep: Class 15 contains 27327 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 130249 members 
Mstep: Class 18 contains 7956 members 
Mstep: Class 19 contains 9731 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 144095 members 
Mstep: Class 22 contains 25282 members 
Mstep: Class 23 contains 8295 members 
Mstep: Class 24 contains 100544 members 
Mstep: Class 25 contains 9126 members 
Mstep: Class 26 contains 12200 members 
Mstep: Class 27 contains 16002 members 
Mstep: Class 28 contains 161159 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2645 members 
Mstep: Class 32 contains 40949 members 
Mstep: Class 33 contains 4956 members 
Mstep: Class 34 contains 6098 members 
Mstep: Class 35 contains 2305 members 
Mstep: Class 36 contains 7421 members 
Mstep: Class 37 contains 168528 members 
Mstep: Class 38 contains 11256 members 
Mstep: Class 39 contains 10493 members 
Mstep: Class 40 contains 1964 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 102967 members 
Mstep: Class 43 contains 12418 members 
Mstep: Class 44 contains 6449 members 
Mstep: Class 45 contains 4951 members 
Mstep: Class 46 contains 7014 members 
Mstep: Class 47 contains 38732 members 
Mstep: Class 48 contains 1781 members 
Mstep: Class 49 contains 4387 members 
Mstep: Class 50 contains 11756 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2609 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772720.000000 Penalty: 192734.187500
Iteration 115Q: 55 clusters Score -1.507727e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 128554 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 22984 members 
Mstep: Class 6 contains 20864 members 
Mstep: Class 7 contains 18991 members 
Mstep: Class 8 contains 117402 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 121821 members 
Mstep: Class 12 contains 53908 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19863 members 
Mstep: Class 15 contains 27288 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 130126 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 9689 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144334 members 
Mstep: Class 22 contains 25285 members 
Mstep: Class 23 contains 8303 members 
Mstep: Class 24 contains 101500 members 
Mstep: Class 25 contains 9115 members 
Mstep: Class 26 contains 12205 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 161178 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 2645 members 
Mstep: Class 32 contains 40992 members 
Mstep: Class 33 contains 4967 members 
Mstep: Class 34 contains 6099 members 
Mstep: Class 35 contains 2304 members 
Mstep: Class 36 contains 7435 members 
Mstep: Class 37 contains 168529 members 
Mstep: Class 38 contains 11238 members 
Mstep: Class 39 contains 10482 members 
Mstep: Class 40 contains 1965 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 102964 members 
Mstep: Class 43 contains 12430 members 
Mstep: Class 44 contains 6446 members 
Mstep: Class 45 contains 4952 members 
Mstep: Class 46 contains 7014 members 
Mstep: Class 47 contains 38703 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4385 members 
Mstep: Class 50 contains 11762 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2610 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772656.000000 Penalty: 192734.187500
Iteration 116Q: 55 clusters Score -1.507727e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 128532 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 23024 members 
Mstep: Class 6 contains 20871 members 
Mstep: Class 7 contains 18988 members 
Mstep: Class 8 contains 116287 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 11 contains 121863 members 
Mstep: Class 12 contains 53902 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19867 members 
Mstep: Class 15 contains 27252 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 130007 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 9664 members 
Mstep: Class 20 contains 3455 members 
Mstep: Class 21 contains 144547 members 
Mstep: Class 22 contains 25284 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 102436 members 
Mstep: Class 25 contains 9105 members 
Mstep: Class 26 contains 12212 members 
Mstep: Class 27 contains 16161 members 
Mstep: Class 28 contains 161205 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 41026 members 
Mstep: Class 33 contains 4975 members 
Mstep: Class 34 contains 6101 members 
Mstep: Class 35 contains 2303 members 
Mstep: Class 36 contains 7453 members 
Mstep: Class 37 contains 168530 members 
Mstep: Class 38 contains 11223 members 
Mstep: Class 39 contains 10472 members 
Mstep: Class 40 contains 1969 members 
Mstep: Class 41 contains 4177 members 
Mstep: Class 42 contains 102954 members 
Mstep: Class 43 contains 12449 members 
Mstep: Class 44 contains 6442 members 
Mstep: Class 45 contains 4953 members 
Mstep: Class 46 contains 7014 members 
Mstep: Class 47 contains 38674 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 4384 members 
Mstep: Class 50 contains 11772 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772768.000000 Penalty: 192734.187500
Iteration 117Q: 55 clusters Score -1.507728e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 128518 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 23056 members 
Mstep: Class 6 contains 20876 members 
Mstep: Class 7 contains 18988 members 
Mstep: Class 8 contains 115243 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 121910 members 
Mstep: Class 12 contains 53884 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27206 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 129905 members 
Mstep: Class 18 contains 7950 members 
Mstep: Class 19 contains 9640 members 
Mstep: Class 20 contains 3457 members 
Mstep: Class 21 contains 144721 members 
Mstep: Class 22 contains 25281 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 103322 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 12221 members 
Mstep: Class 27 contains 16231 members 
Mstep: Class 28 contains 161240 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41049 members 
Mstep: Class 33 contains 4983 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 2306 members 
Mstep: Class 36 contains 7463 members 
Mstep: Class 37 contains 168533 members 
Mstep: Class 38 contains 11217 members 
Mstep: Class 39 contains 10466 members 
Mstep: Class 40 contains 1970 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102944 members 
Mstep: Class 43 contains 12465 members 
Mstep: Class 44 contains 6438 members 
Mstep: Class 45 contains 4953 members 
Mstep: Class 46 contains 7014 members 
Mstep: Class 47 contains 38649 members 
Mstep: Class 48 contains 1786 members 
Mstep: Class 49 contains 4383 members 
Mstep: Class 50 contains 11779 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2604 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772976.000000 Penalty: 192734.187500
Iteration 118Q: 55 clusters Score -1.50773e+08 nChanged 2134
Entering ConstructFrom: 
Score: -150772976.000000 Penalty: 192734.187500
Entering ConstructFrom: 
Trying to split cluster 1 (78366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Entering Unmasked Estep 
Score: -8284455.500000 Penalty: 2794.748047
	Iteration 0F: 2 clusters Score -8284456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -8233968.000000 Penalty: 5589.496094
	Iteration 0F: 3 clusters Score -8233968 nChanged 36576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8254399.500000 Penalty: 5589.496094
	Iteration 1F: 3 clusters Score -8254400 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -8254994.000000 Penalty: 5589.496094
	Iteration 2Q: 3 clusters Score -8254994 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -8255586.000000 Penalty: 5589.496094
	Iteration 3Q: 3 clusters Score -8255586 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -8256290.500000 Penalty: 5589.496094
	Iteration 4Q: 3 clusters Score -8256290 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8257373.000000 Penalty: 5589.496094
	Iteration 5Q: 3 clusters Score -8257373 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -8259020.500000 Penalty: 5589.496094
	Iteration 6Q: 3 clusters Score -8259020 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -8261759.500000 Penalty: 5589.496094
	Iteration 7F: 3 clusters Score -8261760 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -8265317.500000 Penalty: 5589.496094
	Iteration 8F: 3 clusters Score -8265318 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8269890.000000 Penalty: 5589.496094
	Iteration 9F: 3 clusters Score -8269890 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -8273951.000000 Penalty: 5589.496094
	Iteration 10F: 3 clusters Score -8273951 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8277093.500000 Penalty: 5589.496094
	Iteration 11Q: 3 clusters Score -8277094 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8279083.000000 Penalty: 5589.496094
	Iteration 12Q: 3 clusters Score -8279083 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8280269.500000 Penalty: 5589.496094
	Iteration 13Q: 3 clusters Score -8280270 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8280989.500000 Penalty: 5589.496094
	Iteration 14Q: 3 clusters Score -8280990 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8281367.500000 Penalty: 5589.496094
	Iteration 15Q: 3 clusters Score -8281368 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8281585.500000 Penalty: 5589.496094
	Iteration 16Q: 3 clusters Score -8281586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8281719.000000 Penalty: 5589.496094
	Iteration 17Q: 3 clusters Score -8281719 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8281812.500000 Penalty: 5589.496094
	Iteration 18Q: 3 clusters Score -8281812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8281872.500000 Penalty: 5589.496094
	Iteration 19Q: 3 clusters Score -8281872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8281908.000000 Penalty: 5589.496094
	Iteration 20F: 3 clusters Score -8281908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8281936.500000 Penalty: 5589.496094
	Iteration 21Q: 3 clusters Score -8281936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8281958.000000 Penalty: 5589.496094
	Iteration 22Q: 3 clusters Score -8281958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8281965.500000 Penalty: 5589.496094
	Iteration 23Q: 3 clusters Score -8281966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8281979.000000 Penalty: 5589.496094
	Iteration 24Q: 3 clusters Score -8281979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8281980.000000 Penalty: 5589.496094
	Iteration 25Q: 3 clusters Score -8281980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8281992.500000 Penalty: 5589.496094
	Iteration 26Q: 3 clusters Score -8281992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8281993.000000 Penalty: 5589.496094
	Iteration 27Q: 3 clusters Score -8281993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8282000.000000 Penalty: 5589.496094
	Iteration 28Q: 3 clusters Score -8282000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77973 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8282001.000000 Penalty: 5589.496094
	Iteration 29Q: 3 clusters Score -8282001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8282009.000000 Penalty: 5589.496094
	Iteration 30Q: 3 clusters Score -8282009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8282003.500000 Penalty: 5589.496094
	Iteration 31Q: 3 clusters Score -8282004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8282009.500000 Penalty: 5589.496094
	Iteration 32Q: 3 clusters Score -8282010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8282009.500000 Penalty: 5589.496094
	Iteration 33Q: 3 clusters Score -8282010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8282013.500000 Penalty: 5589.496094
	Iteration 34Q: 3 clusters Score -8282014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8282013.500000 Penalty: 5589.496094
	Iteration 35F: 3 clusters Score -8282014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -206694.265625 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -206694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -203253.109375 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -203253.1 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -204254.578125 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -204254.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -204934.328125 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -204934.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -205770.000000 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -205770 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -206372.078125 Penalty: 4039.904541
	Iteration 4F: 3 clusters Score -206372.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -206770.953125 Penalty: 4039.904541
	Iteration 5F: 3 clusters Score -206771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -206963.296875 Penalty: 4039.904541
	Iteration 6Q: 3 clusters Score -206963.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -207078.328125 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -207078.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -207127.031250 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -207127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -207148.828125 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -207148.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -207161.078125 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -207161.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -207176.687500 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -207176.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -207186.781250 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -207186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -207198.234375 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -207198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -207203.234375 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -207203.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -207208.093750 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -207208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -207212.328125 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -207212.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -207219.593750 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -207219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -207225.031250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -207225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -207231.796875 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -207231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -207239.828125 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -207239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -207247.218750 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -207247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -207248.671875 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -207248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -207249.421875 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -207249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -207250.109375 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -207250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -207251.671875 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -207251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -207253.296875 Penalty: 4039.904541
	Iteration 26Q: 3 clusters Score -207253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -207253.296875 Penalty: 4039.904541
	Iteration 27F: 3 clusters Score -207253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 23087 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 1536 members 
Entering Unmasked Estep 
Score: -150772128.000000 Penalty: 196303.343750
Splitting cluster 2 changes total score from -150772976.000000 to -150772128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (128486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Entering Unmasked Estep 
Score: -12737744.000000 Penalty: 2917.366699
	Iteration 0F: 2 clusters Score -1.273774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -12652932.000000 Penalty: 5834.733398
	Iteration 0F: 3 clusters Score -1.265293e+07 nChanged 61183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -12689186.000000 Penalty: 5834.733398
	Iteration 1F: 3 clusters Score -1.268919e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -12690833.000000 Penalty: 5834.733398
	Iteration 2Q: 3 clusters Score -1.269083e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -12692902.000000 Penalty: 5834.733398
	Iteration 3Q: 3 clusters Score -1.26929e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -12695734.000000 Penalty: 5834.733398
	Iteration 4Q: 3 clusters Score -1.269573e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -12699554.000000 Penalty: 5834.733398
	Iteration 5F: 3 clusters Score -1.269955e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -12704329.000000 Penalty: 5834.733398
	Iteration 6F: 3 clusters Score -1.270433e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -12709306.000000 Penalty: 5834.733398
	Iteration 7F: 3 clusters Score -1.270931e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -12714140.000000 Penalty: 5834.733398
	Iteration 8F: 3 clusters Score -1.271414e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -12718334.000000 Penalty: 5834.733398
	Iteration 9Q: 3 clusters Score -1.271833e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -12721024.000000 Penalty: 5834.733398
	Iteration 10Q: 3 clusters Score -1.272102e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -12722555.000000 Penalty: 5834.733398
	Iteration 11Q: 3 clusters Score -1.272256e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -12723500.000000 Penalty: 5834.733398
	Iteration 12Q: 3 clusters Score -1.27235e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -12724438.000000 Penalty: 5834.733398
	Iteration 13Q: 3 clusters Score -1.272444e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -12725240.000000 Penalty: 5834.733398
	Iteration 14Q: 3 clusters Score -1.272524e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -12726003.000000 Penalty: 5834.733398
	Iteration 15Q: 3 clusters Score -1.2726e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -12726692.000000 Penalty: 5834.733398
	Iteration 16Q: 3 clusters Score -1.272669e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -12727426.000000 Penalty: 5834.733398
	Iteration 17Q: 3 clusters Score -1.272743e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -12728063.000000 Penalty: 5834.733398
	Iteration 18Q: 3 clusters Score -1.272806e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -12728690.000000 Penalty: 5834.733398
	Iteration 19Q: 3 clusters Score -1.272869e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -12729208.000000 Penalty: 5834.733398
	Iteration 20F: 3 clusters Score -1.272921e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -12729837.000000 Penalty: 5834.733398
	Iteration 21Q: 3 clusters Score -1.272984e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -12730406.000000 Penalty: 5834.733398
	Iteration 22Q: 3 clusters Score -1.273041e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -12730826.000000 Penalty: 5834.733398
	Iteration 23Q: 3 clusters Score -1.273083e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 113176 members 
Entering Unmasked Estep 
Score: -12731224.000000 Penalty: 5834.733398
	Iteration 24Q: 3 clusters Score -1.273122e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -12731656.000000 Penalty: 5834.733398
	Iteration 25Q: 3 clusters Score -1.273166e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -12731965.000000 Penalty: 5834.733398
	Iteration 26Q: 3 clusters Score -1.273196e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -12732276.000000 Penalty: 5834.733398
	Iteration 27Q: 3 clusters Score -1.273228e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -12732581.000000 Penalty: 5834.733398
	Iteration 28Q: 3 clusters Score -1.273258e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -12732859.000000 Penalty: 5834.733398
	Iteration 29Q: 3 clusters Score -1.273286e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 119012 members 
Entering Unmasked Estep 
Score: -12733115.000000 Penalty: 5834.733398
	Iteration 30Q: 3 clusters Score -1.273312e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -12733382.000000 Penalty: 5834.733398
	Iteration 31Q: 3 clusters Score -1.273338e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 120580 members 
Entering Unmasked Estep 
Score: -12733634.000000 Penalty: 5834.733398
	Iteration 32Q: 3 clusters Score -1.273363e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -12733863.000000 Penalty: 5834.733398
	Iteration 33Q: 3 clusters Score -1.273386e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -12734053.000000 Penalty: 5834.733398
	Iteration 34Q: 3 clusters Score -1.273405e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 122494 members 
Entering Unmasked Estep 
Score: -12734235.000000 Penalty: 5834.733398
	Iteration 35Q: 3 clusters Score -1.273424e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -12734477.000000 Penalty: 5834.733398
	Iteration 36Q: 3 clusters Score -1.273448e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -12734732.000000 Penalty: 5834.733398
	Iteration 37Q: 3 clusters Score -1.273473e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 123938 members 
Entering Unmasked Estep 
Score: -12734816.000000 Penalty: 5834.733398
	Iteration 38Q: 3 clusters Score -1.273482e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -12734979.000000 Penalty: 5834.733398
	Iteration 39Q: 3 clusters Score -1.273498e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -12735069.000000 Penalty: 5834.733398
	Iteration 40F: 3 clusters Score -1.273507e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 124946 members 
Entering Unmasked Estep 
Score: -12735127.000000 Penalty: 5834.733398
	Iteration 41Q: 3 clusters Score -1.273513e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -12735166.000000 Penalty: 5834.733398
	Iteration 42Q: 3 clusters Score -1.273517e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -12735250.000000 Penalty: 5834.733398
	Iteration 43Q: 3 clusters Score -1.273525e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 125612 members 
Entering Unmasked Estep 
Score: -12735292.000000 Penalty: 5834.733398
	Iteration 44Q: 3 clusters Score -1.273529e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -12735343.000000 Penalty: 5834.733398
	Iteration 45Q: 3 clusters Score -1.273534e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -12735395.000000 Penalty: 5834.733398
	Iteration 46Q: 3 clusters Score -1.27354e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -12735403.000000 Penalty: 5834.733398
	Iteration 47Q: 3 clusters Score -1.27354e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -12735427.000000 Penalty: 5834.733398
	Iteration 48Q: 3 clusters Score -1.273543e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -12735427.000000 Penalty: 5834.733398
	Iteration 49Q: 3 clusters Score -1.273543e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 126309 members 
Entering Unmasked Estep 
Score: -12735448.000000 Penalty: 5834.733398
	Iteration 50Q: 3 clusters Score -1.273545e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 126371 members 
Entering Unmasked Estep 
Score: -12735474.000000 Penalty: 5834.733398
	Iteration 51Q: 3 clusters Score -1.273547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -12735488.000000 Penalty: 5834.733398
	Iteration 52Q: 3 clusters Score -1.273549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -12735501.000000 Penalty: 5834.733398
	Iteration 53Q: 3 clusters Score -1.27355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 126522 members 
Entering Unmasked Estep 
Score: -12735508.000000 Penalty: 5834.733398
	Iteration 54Q: 3 clusters Score -1.273551e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -12735525.000000 Penalty: 5834.733398
	Iteration 55Q: 3 clusters Score -1.273552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
Score: -12735533.000000 Penalty: 5834.733398
	Iteration 56Q: 3 clusters Score -1.273553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -12735525.000000 Penalty: 5834.733398
	Iteration 57Q: 3 clusters Score -1.273552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 126662 members 
Entering Unmasked Estep 
Score: -12735545.000000 Penalty: 5834.733398
	Iteration 58Q: 3 clusters Score -1.273554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 126691 members 
Entering Unmasked Estep 
Score: -12735559.000000 Penalty: 5834.733398
	Iteration 59Q: 3 clusters Score -1.273556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 126721 members 
Entering Unmasked Estep 
Score: -12735572.000000 Penalty: 5834.733398
	Iteration 60F: 3 clusters Score -1.273557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -12735571.000000 Penalty: 5834.733398
	Iteration 61Q: 3 clusters Score -1.273557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -12735574.000000 Penalty: 5834.733398
	Iteration 62Q: 3 clusters Score -1.273557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -12735572.000000 Penalty: 5834.733398
	Iteration 63Q: 3 clusters Score -1.273557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -12735573.000000 Penalty: 5834.733398
	Iteration 64Q: 3 clusters Score -1.273557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 126829 members 
Entering Unmasked Estep 
Score: -12735578.000000 Penalty: 5834.733398
	Iteration 65Q: 3 clusters Score -1.273558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 126849 members 
Entering Unmasked Estep 
Score: -12735577.000000 Penalty: 5834.733398
	Iteration 66Q: 3 clusters Score -1.273558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -12735584.000000 Penalty: 5834.733398
	Iteration 67Q: 3 clusters Score -1.273558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 126890 members 
Entering Unmasked Estep 
Score: -12735587.000000 Penalty: 5834.733398
	Iteration 68Q: 3 clusters Score -1.273559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 126907 members 
Entering Unmasked Estep 
Score: -12735592.000000 Penalty: 5834.733398
	Iteration 69Q: 3 clusters Score -1.273559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 126921 members 
Entering Unmasked Estep 
Score: -12735586.000000 Penalty: 5834.733398
	Iteration 70Q: 3 clusters Score -1.273559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -12735596.000000 Penalty: 5834.733398
	Iteration 71Q: 3 clusters Score -1.27356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -12735591.000000 Penalty: 5834.733398
	Iteration 72Q: 3 clusters Score -1.273559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 126955 members 
Entering Unmasked Estep 
Score: -12735598.000000 Penalty: 5834.733398
	Iteration 73Q: 3 clusters Score -1.27356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -12735595.000000 Penalty: 5834.733398
	Iteration 74Q: 3 clusters Score -1.27356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -12735604.000000 Penalty: 5834.733398
	Iteration 75Q: 3 clusters Score -1.27356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 126976 members 
Entering Unmasked Estep 
Score: -12735600.000000 Penalty: 5834.733398
	Iteration 76Q: 3 clusters Score -1.27356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -12735601.000000 Penalty: 5834.733398
	Iteration 77Q: 3 clusters Score -1.27356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -12735601.000000 Penalty: 5834.733398
	Iteration 78Q: 3 clusters Score -1.27356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 126990 members 
Entering Unmasked Estep 
Score: -12735611.000000 Penalty: 5834.733398
	Iteration 79Q: 3 clusters Score -1.273561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -12735602.000000 Penalty: 5834.733398
	Iteration 80F: 3 clusters Score -1.27356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -12735600.000000 Penalty: 5834.733398
	Iteration 81Q: 3 clusters Score -1.27356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -12735609.000000 Penalty: 5834.733398
	Iteration 82Q: 3 clusters Score -1.273561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -12735594.000000 Penalty: 5834.733398
	Iteration 83Q: 3 clusters Score -1.273559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 127007 members 
Entering Unmasked Estep 
Score: -12735593.000000 Penalty: 5834.733398
	Iteration 84Q: 3 clusters Score -1.273559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -12735603.000000 Penalty: 5834.733398
	Iteration 85Q: 3 clusters Score -1.27356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -12735603.000000 Penalty: 5834.733398
	Iteration 86F: 3 clusters Score -1.27356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Entering Unmasked Estep 
Score: -494114.093750 Penalty: 2150.394043
	Iteration 0F: 2 clusters Score -494114.1 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 2916 members 
Entering Unmasked Estep 
Score: -489011.937500 Penalty: 4300.788086
	Iteration 0F: 3 clusters Score -489011.9 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -490232.406250 Penalty: 4300.788086
	Iteration 1F: 3 clusters Score -490232.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -490469.750000 Penalty: 4300.788086
	Iteration 2F: 3 clusters Score -490469.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -490629.718750 Penalty: 4300.788086
	Iteration 3F: 3 clusters Score -490629.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -490727.437500 Penalty: 4300.788086
	Iteration 4Q: 3 clusters Score -490727.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -490788.500000 Penalty: 4300.788086
	Iteration 5Q: 3 clusters Score -490788.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -490832.656250 Penalty: 4300.788086
	Iteration 6Q: 3 clusters Score -490832.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -490869.968750 Penalty: 4300.788086
	Iteration 7Q: 3 clusters Score -490870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -490897.968750 Penalty: 4300.788086
	Iteration 8Q: 3 clusters Score -490898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -490919.625000 Penalty: 4300.788086
	Iteration 9Q: 3 clusters Score -490919.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -490935.750000 Penalty: 4300.788086
	Iteration 10Q: 3 clusters Score -490935.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -490948.093750 Penalty: 4300.788086
	Iteration 11Q: 3 clusters Score -490948.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -490958.031250 Penalty: 4300.788086
	Iteration 12Q: 3 clusters Score -490958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -490968.062500 Penalty: 4300.788086
	Iteration 13Q: 3 clusters Score -490968.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -490977.968750 Penalty: 4300.788086
	Iteration 14Q: 3 clusters Score -490978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -490986.093750 Penalty: 4300.788086
	Iteration 15Q: 3 clusters Score -490986.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -490993.781250 Penalty: 4300.788086
	Iteration 16Q: 3 clusters Score -490993.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -491000.343750 Penalty: 4300.788086
	Iteration 17Q: 3 clusters Score -491000.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -491007.312500 Penalty: 4300.788086
	Iteration 18Q: 3 clusters Score -491007.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -491014.343750 Penalty: 4300.788086
	Iteration 19Q: 3 clusters Score -491014.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -491022.875000 Penalty: 4300.788086
	Iteration 20F: 3 clusters Score -491022.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -491027.500000 Penalty: 4300.788086
	Iteration 21Q: 3 clusters Score -491027.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -491034.781250 Penalty: 4300.788086
	Iteration 22Q: 3 clusters Score -491034.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -491041.937500 Penalty: 4300.788086
	Iteration 23Q: 3 clusters Score -491041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -491049.250000 Penalty: 4300.788086
	Iteration 24Q: 3 clusters Score -491049.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -491056.343750 Penalty: 4300.788086
	Iteration 25Q: 3 clusters Score -491056.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -491064.812500 Penalty: 4300.788086
	Iteration 26Q: 3 clusters Score -491064.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -491073.125000 Penalty: 4300.788086
	Iteration 27Q: 3 clusters Score -491073.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -491079.062500 Penalty: 4300.788086
	Iteration 28Q: 3 clusters Score -491079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -491081.281250 Penalty: 4300.788086
	Iteration 29Q: 3 clusters Score -491081.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -491088.000000 Penalty: 4300.788086
	Iteration 30Q: 3 clusters Score -491088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -491093.156250 Penalty: 4300.788086
	Iteration 31Q: 3 clusters Score -491093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -491095.343750 Penalty: 4300.788086
	Iteration 32Q: 3 clusters Score -491095.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -491098.437500 Penalty: 4300.788086
	Iteration 33Q: 3 clusters Score -491098.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -491104.656250 Penalty: 4300.788086
	Iteration 34Q: 3 clusters Score -491104.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -491111.093750 Penalty: 4300.788086
	Iteration 35Q: 3 clusters Score -491111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -491115.656250 Penalty: 4300.788086
	Iteration 36Q: 3 clusters Score -491115.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -491119.031250 Penalty: 4300.788086
	Iteration 37Q: 3 clusters Score -491119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -491123.437500 Penalty: 4300.788086
	Iteration 38Q: 3 clusters Score -491123.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -491130.812500 Penalty: 4300.788086
	Iteration 39Q: 3 clusters Score -491130.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -491137.437500 Penalty: 4300.788086
	Iteration 40F: 3 clusters Score -491137.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -491141.750000 Penalty: 4300.788086
	Iteration 41Q: 3 clusters Score -491141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -491147.593750 Penalty: 4300.788086
	Iteration 42Q: 3 clusters Score -491147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -491152.718750 Penalty: 4300.788086
	Iteration 43Q: 3 clusters Score -491152.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -491155.937500 Penalty: 4300.788086
	Iteration 44Q: 3 clusters Score -491155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -491163.500000 Penalty: 4300.788086
	Iteration 45Q: 3 clusters Score -491163.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -491168.187500 Penalty: 4300.788086
	Iteration 46Q: 3 clusters Score -491168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -491172.093750 Penalty: 4300.788086
	Iteration 47Q: 3 clusters Score -491172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -491178.281250 Penalty: 4300.788086
	Iteration 48Q: 3 clusters Score -491178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -491184.406250 Penalty: 4300.788086
	Iteration 49Q: 3 clusters Score -491184.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -491191.718750 Penalty: 4300.788086
	Iteration 50Q: 3 clusters Score -491191.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -491200.750000 Penalty: 4300.788086
	Iteration 51Q: 3 clusters Score -491200.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -491207.250000 Penalty: 4300.788086
	Iteration 52Q: 3 clusters Score -491207.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -491212.968750 Penalty: 4300.788086
	Iteration 53Q: 3 clusters Score -491213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -491217.968750 Penalty: 4300.788086
	Iteration 54Q: 3 clusters Score -491218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -491222.281250 Penalty: 4300.788086
	Iteration 55Q: 3 clusters Score -491222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -491224.031250 Penalty: 4300.788086
	Iteration 56Q: 3 clusters Score -491224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -491227.156250 Penalty: 4300.788086
	Iteration 57Q: 3 clusters Score -491227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -491228.468750 Penalty: 4300.788086
	Iteration 58Q: 3 clusters Score -491228.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -491230.968750 Penalty: 4300.788086
	Iteration 59Q: 3 clusters Score -491231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -491234.093750 Penalty: 4300.788086
	Iteration 60F: 3 clusters Score -491234.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -491242.062500 Penalty: 4300.788086
	Iteration 61Q: 3 clusters Score -491242.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -491249.718750 Penalty: 4300.788086
	Iteration 62Q: 3 clusters Score -491249.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -491257.781250 Penalty: 4300.788086
	Iteration 63Q: 3 clusters Score -491257.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -491266.281250 Penalty: 4300.788086
	Iteration 64Q: 3 clusters Score -491266.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -491274.750000 Penalty: 4300.788086
	Iteration 65Q: 3 clusters Score -491274.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -491285.781250 Penalty: 4300.788086
	Iteration 66Q: 3 clusters Score -491285.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -491296.125000 Penalty: 4300.788086
	Iteration 67Q: 3 clusters Score -491296.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -491306.468750 Penalty: 4300.788086
	Iteration 68Q: 3 clusters Score -491306.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -491314.906250 Penalty: 4300.788086
	Iteration 69Q: 3 clusters Score -491314.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -491326.000000 Penalty: 4300.788086
	Iteration 70Q: 3 clusters Score -491326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -491342.406250 Penalty: 4300.788086
	Iteration 71Q: 3 clusters Score -491342.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -491363.656250 Penalty: 4300.788086
	Iteration 72Q: 3 clusters Score -491363.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -491377.937500 Penalty: 4300.788086
	Iteration 73Q: 3 clusters Score -491377.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -491392.625000 Penalty: 4300.788086
	Iteration 74Q: 3 clusters Score -491392.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -491406.500000 Penalty: 4300.788086
	Iteration 75Q: 3 clusters Score -491406.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -491420.031250 Penalty: 4300.788086
	Iteration 76Q: 3 clusters Score -491420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -491437.031250 Penalty: 4300.788086
	Iteration 77Q: 3 clusters Score -491437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -491458.000000 Penalty: 4300.788086
	Iteration 78Q: 3 clusters Score -491458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -491481.718750 Penalty: 4300.788086
	Iteration 79Q: 3 clusters Score -491481.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -491509.281250 Penalty: 4300.788086
	Iteration 80F: 3 clusters Score -491509.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -491542.218750 Penalty: 4300.788086
	Iteration 81Q: 3 clusters Score -491542.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -491579.375000 Penalty: 4300.788086
	Iteration 82Q: 3 clusters Score -491579.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -491609.656250 Penalty: 4300.788086
	Iteration 83Q: 3 clusters Score -491609.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -491637.250000 Penalty: 4300.788086
	Iteration 84Q: 3 clusters Score -491637.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -491659.937500 Penalty: 4300.788086
	Iteration 85Q: 3 clusters Score -491659.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -491680.218750 Penalty: 4300.788086
	Iteration 86Q: 3 clusters Score -491680.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -491700.468750 Penalty: 4300.788086
	Iteration 87Q: 3 clusters Score -491700.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -491721.187500 Penalty: 4300.788086
	Iteration 88Q: 3 clusters Score -491721.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -491742.000000 Penalty: 4300.788086
	Iteration 89Q: 3 clusters Score -491742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -491764.250000 Penalty: 4300.788086
	Iteration 90Q: 3 clusters Score -491764.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -491782.562500 Penalty: 4300.788086
	Iteration 91Q: 3 clusters Score -491782.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -491804.093750 Penalty: 4300.788086
	Iteration 92Q: 3 clusters Score -491804.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -491824.093750 Penalty: 4300.788086
	Iteration 93Q: 3 clusters Score -491824.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -491837.500000 Penalty: 4300.788086
	Iteration 94Q: 3 clusters Score -491837.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -491848.187500 Penalty: 4300.788086
	Iteration 95Q: 3 clusters Score -491848.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -491854.500000 Penalty: 4300.788086
	Iteration 96Q: 3 clusters Score -491854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -491857.750000 Penalty: 4300.788086
	Iteration 97Q: 3 clusters Score -491857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -491860.156250 Penalty: 4300.788086
	Iteration 98Q: 3 clusters Score -491860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -491863.500000 Penalty: 4300.788086
	Iteration 99Q: 3 clusters Score -491863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -491865.406250 Penalty: 4300.788086
	Iteration 100F: 3 clusters Score -491865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -491869.062500 Penalty: 4300.788086
	Iteration 101Q: 3 clusters Score -491869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -491873.312500 Penalty: 4300.788086
	Iteration 102Q: 3 clusters Score -491873.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -491879.406250 Penalty: 4300.788086
	Iteration 103Q: 3 clusters Score -491879.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -491883.968750 Penalty: 4300.788086
	Iteration 104Q: 3 clusters Score -491884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -491886.781250 Penalty: 4300.788086
	Iteration 105Q: 3 clusters Score -491886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -491889.031250 Penalty: 4300.788086
	Iteration 106Q: 3 clusters Score -491889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -491890.812500 Penalty: 4300.788086
	Iteration 107Q: 3 clusters Score -491890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -491895.125000 Penalty: 4300.788086
	Iteration 108Q: 3 clusters Score -491895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -491897.281250 Penalty: 4300.788086
	Iteration 109Q: 3 clusters Score -491897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -491898.625000 Penalty: 4300.788086
	Iteration 110Q: 3 clusters Score -491898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -491899.687500 Penalty: 4300.788086
	Iteration 111Q: 3 clusters Score -491899.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -491900.125000 Penalty: 4300.788086
	Iteration 112Q: 3 clusters Score -491900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -491900.250000 Penalty: 4300.788086
	Iteration 113Q: 3 clusters Score -491900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -491901.531250 Penalty: 4300.788086
	Iteration 114Q: 3 clusters Score -491901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -491901.406250 Penalty: 4300.788086
	Iteration 115Q: 3 clusters Score -491901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -491902.406250 Penalty: 4300.788086
	Iteration 116Q: 3 clusters Score -491902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -491903.312500 Penalty: 4300.788086
	Iteration 117Q: 3 clusters Score -491903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -491904.531250 Penalty: 4300.788086
	Iteration 118Q: 3 clusters Score -491904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -491904.531250 Penalty: 4300.788086
	Iteration 119F: 3 clusters Score -491904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Entering Unmasked Estep 
Score: -1793669.625000 Penalty: 2491.662109
	Iteration 0F: 2 clusters Score -1793670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1777624.375000 Penalty: 4983.324219
	Iteration 0F: 3 clusters Score -1777624 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1783252.375000 Penalty: 4983.324219
	Iteration 1F: 3 clusters Score -1783252 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1783964.500000 Penalty: 4983.324219
	Iteration 2F: 3 clusters Score -1783964 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1784686.875000 Penalty: 4983.324219
	Iteration 3F: 3 clusters Score -1784687 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1785473.750000 Penalty: 4983.324219
	Iteration 4F: 3 clusters Score -1785474 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1786347.375000 Penalty: 4983.324219
	Iteration 5F: 3 clusters Score -1786347 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1787222.750000 Penalty: 4983.324219
	Iteration 6F: 3 clusters Score -1787223 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1788112.125000 Penalty: 4983.324219
	Iteration 7F: 3 clusters Score -1788112 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1788878.375000 Penalty: 4983.324219
	Iteration 8F: 3 clusters Score -1788878 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1789503.750000 Penalty: 4983.324219
	Iteration 9Q: 3 clusters Score -1789504 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1790063.625000 Penalty: 4983.324219
	Iteration 10Q: 3 clusters Score -1790064 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1790568.250000 Penalty: 4983.324219
	Iteration 11Q: 3 clusters Score -1790568 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1790995.500000 Penalty: 4983.324219
	Iteration 12Q: 3 clusters Score -1790996 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1791368.875000 Penalty: 4983.324219
	Iteration 13Q: 3 clusters Score -1791369 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1791728.500000 Penalty: 4983.324219
	Iteration 14Q: 3 clusters Score -1791728 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1792059.125000 Penalty: 4983.324219
	Iteration 15Q: 3 clusters Score -1792059 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1792476.750000 Penalty: 4983.324219
	Iteration 16Q: 3 clusters Score -1792477 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1792900.250000 Penalty: 4983.324219
	Iteration 17Q: 3 clusters Score -1792900 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1793243.625000 Penalty: 4983.324219
	Iteration 18Q: 3 clusters Score -1793244 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1793422.625000 Penalty: 4983.324219
	Iteration 19Q: 3 clusters Score -1793423 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1793506.125000 Penalty: 4983.324219
	Iteration 20F: 3 clusters Score -1793506 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1793569.125000 Penalty: 4983.324219
	Iteration 21Q: 3 clusters Score -1793569 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1793608.375000 Penalty: 4983.324219
	Iteration 22Q: 3 clusters Score -1793608 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1793649.875000 Penalty: 4983.324219
	Iteration 23Q: 3 clusters Score -1793650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1793673.750000 Penalty: 4983.324219
	Iteration 24Q: 3 clusters Score -1793674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1793690.875000 Penalty: 4983.324219
	Iteration 25Q: 3 clusters Score -1793691 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1793698.875000 Penalty: 4983.324219
	Iteration 26Q: 3 clusters Score -1793699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1793718.250000 Penalty: 4983.324219
	Iteration 27Q: 3 clusters Score -1793718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1793731.375000 Penalty: 4983.324219
	Iteration 28Q: 3 clusters Score -1793731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1793750.375000 Penalty: 4983.324219
	Iteration 29Q: 3 clusters Score -1793750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1793760.500000 Penalty: 4983.324219
	Iteration 30Q: 3 clusters Score -1793760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1793765.625000 Penalty: 4983.324219
	Iteration 31Q: 3 clusters Score -1793766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1793778.500000 Penalty: 4983.324219
	Iteration 32Q: 3 clusters Score -1793778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1793799.500000 Penalty: 4983.324219
	Iteration 33Q: 3 clusters Score -1793800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1793826.000000 Penalty: 4983.324219
	Iteration 34Q: 3 clusters Score -1793826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1793857.000000 Penalty: 4983.324219
	Iteration 35Q: 3 clusters Score -1793857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1793901.500000 Penalty: 4983.324219
	Iteration 36Q: 3 clusters Score -1793902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1793968.125000 Penalty: 4983.324219
	Iteration 37Q: 3 clusters Score -1793968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1794056.250000 Penalty: 4983.324219
	Iteration 38Q: 3 clusters Score -1794056 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1794149.625000 Penalty: 4983.324219
	Iteration 39Q: 3 clusters Score -1794150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1794256.125000 Penalty: 4983.324219
	Iteration 40F: 3 clusters Score -1794256 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1794342.000000 Penalty: 4983.324219
	Iteration 41Q: 3 clusters Score -1794342 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1794441.125000 Penalty: 4983.324219
	Iteration 42Q: 3 clusters Score -1794441 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1794528.500000 Penalty: 4983.324219
	Iteration 43Q: 3 clusters Score -1794528 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1794605.125000 Penalty: 4983.324219
	Iteration 44Q: 3 clusters Score -1794605 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1794646.375000 Penalty: 4983.324219
	Iteration 45Q: 3 clusters Score -1794646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1794682.125000 Penalty: 4983.324219
	Iteration 46Q: 3 clusters Score -1794682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1794708.500000 Penalty: 4983.324219
	Iteration 47Q: 3 clusters Score -1794708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1794725.500000 Penalty: 4983.324219
	Iteration 48Q: 3 clusters Score -1794726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1794739.250000 Penalty: 4983.324219
	Iteration 49Q: 3 clusters Score -1794739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1794743.500000 Penalty: 4983.324219
	Iteration 50Q: 3 clusters Score -1794744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1794743.125000 Penalty: 4983.324219
	Iteration 51Q: 3 clusters Score -1794743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1794746.750000 Penalty: 4983.324219
	Iteration 52Q: 3 clusters Score -1794747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1794742.125000 Penalty: 4983.324219
	Iteration 53Q: 3 clusters Score -1794742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1794750.125000 Penalty: 4983.324219
	Iteration 54Q: 3 clusters Score -1794750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1794749.250000 Penalty: 4983.324219
	Iteration 55Q: 3 clusters Score -1794749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1794754.250000 Penalty: 4983.324219
	Iteration 56Q: 3 clusters Score -1794754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1794759.750000 Penalty: 4983.324219
	Iteration 57Q: 3 clusters Score -1794760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1794756.875000 Penalty: 4983.324219
	Iteration 58Q: 3 clusters Score -1794757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1794761.625000 Penalty: 4983.324219
	Iteration 59Q: 3 clusters Score -1794762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1794763.000000 Penalty: 4983.324219
	Iteration 60F: 3 clusters Score -1794763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1794764.875000 Penalty: 4983.324219
	Iteration 61Q: 3 clusters Score -1794765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1794763.250000 Penalty: 4983.324219
	Iteration 62Q: 3 clusters Score -1794763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1794761.750000 Penalty: 4983.324219
	Iteration 63Q: 3 clusters Score -1794762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1794760.750000 Penalty: 4983.324219
	Iteration 64Q: 3 clusters Score -1794761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1794760.750000 Penalty: 4983.324219
	Iteration 65F: 3 clusters Score -1794761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Entering Unmasked Estep 
Score: -150773552.000000 Penalty: 196303.343750
Splitting cluster 5 changes total score from -150772976.000000 to -150773552.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 6 (20879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Entering Unmasked Estep 
Score: -2049005.750000 Penalty: 2466.731689
	Iteration 0F: 2 clusters Score -2049006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2034261.375000 Penalty: 4933.463379
	Iteration 0F: 3 clusters Score -2034261 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2039480.000000 Penalty: 4933.463379
	Iteration 1F: 3 clusters Score -2039480 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2040367.625000 Penalty: 4933.463379
	Iteration 2F: 3 clusters Score -2040368 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2041607.750000 Penalty: 4933.463379
	Iteration 3F: 3 clusters Score -2041608 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2042993.250000 Penalty: 4933.463379
	Iteration 4F: 3 clusters Score -2042993 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2044244.250000 Penalty: 4933.463379
	Iteration 5F: 3 clusters Score -2044244 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2045136.500000 Penalty: 4933.463379
	Iteration 6F: 3 clusters Score -2045136 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2045757.500000 Penalty: 4933.463379
	Iteration 7F: 3 clusters Score -2045758 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2046126.375000 Penalty: 4933.463379
	Iteration 8Q: 3 clusters Score -2046126 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2046351.375000 Penalty: 4933.463379
	Iteration 9Q: 3 clusters Score -2046351 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2046516.250000 Penalty: 4933.463379
	Iteration 10Q: 3 clusters Score -2046516 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2046612.000000 Penalty: 4933.463379
	Iteration 11Q: 3 clusters Score -2046612 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2046686.875000 Penalty: 4933.463379
	Iteration 12Q: 3 clusters Score -2046687 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2046747.750000 Penalty: 4933.463379
	Iteration 13Q: 3 clusters Score -2046748 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2046795.875000 Penalty: 4933.463379
	Iteration 14Q: 3 clusters Score -2046796 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2046840.375000 Penalty: 4933.463379
	Iteration 15Q: 3 clusters Score -2046840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2046871.875000 Penalty: 4933.463379
	Iteration 16Q: 3 clusters Score -2046872 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2046900.375000 Penalty: 4933.463379
	Iteration 17Q: 3 clusters Score -2046900 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2046943.125000 Penalty: 4933.463379
	Iteration 18Q: 3 clusters Score -2046943 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2046975.500000 Penalty: 4933.463379
	Iteration 19Q: 3 clusters Score -2046976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2046997.375000 Penalty: 4933.463379
	Iteration 20F: 3 clusters Score -2046997 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2047012.875000 Penalty: 4933.463379
	Iteration 21Q: 3 clusters Score -2047013 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2047040.625000 Penalty: 4933.463379
	Iteration 22Q: 3 clusters Score -2047041 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2047062.500000 Penalty: 4933.463379
	Iteration 23Q: 3 clusters Score -2047062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2047090.000000 Penalty: 4933.463379
	Iteration 24Q: 3 clusters Score -2047090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2047113.875000 Penalty: 4933.463379
	Iteration 25Q: 3 clusters Score -2047114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2047148.125000 Penalty: 4933.463379
	Iteration 26Q: 3 clusters Score -2047148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2047169.375000 Penalty: 4933.463379
	Iteration 27Q: 3 clusters Score -2047169 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2047193.375000 Penalty: 4933.463379
	Iteration 28Q: 3 clusters Score -2047193 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2047229.375000 Penalty: 4933.463379
	Iteration 29Q: 3 clusters Score -2047229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2047259.750000 Penalty: 4933.463379
	Iteration 30Q: 3 clusters Score -2047260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2047289.000000 Penalty: 4933.463379
	Iteration 31Q: 3 clusters Score -2047289 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2047319.250000 Penalty: 4933.463379
	Iteration 32Q: 3 clusters Score -2047319 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2047355.250000 Penalty: 4933.463379
	Iteration 33Q: 3 clusters Score -2047355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2047385.000000 Penalty: 4933.463379
	Iteration 34Q: 3 clusters Score -2047385 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2047402.000000 Penalty: 4933.463379
	Iteration 35Q: 3 clusters Score -2047402 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2047448.375000 Penalty: 4933.463379
	Iteration 36Q: 3 clusters Score -2047448 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2047480.500000 Penalty: 4933.463379
	Iteration 37Q: 3 clusters Score -2047480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2047521.250000 Penalty: 4933.463379
	Iteration 38Q: 3 clusters Score -2047521 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2047572.375000 Penalty: 4933.463379
	Iteration 39Q: 3 clusters Score -2047572 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2047606.250000 Penalty: 4933.463379
	Iteration 40F: 3 clusters Score -2047606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2047650.625000 Penalty: 4933.463379
	Iteration 41Q: 3 clusters Score -2047651 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2047698.500000 Penalty: 4933.463379
	Iteration 42Q: 3 clusters Score -2047698 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2047744.375000 Penalty: 4933.463379
	Iteration 43Q: 3 clusters Score -2047744 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2047770.250000 Penalty: 4933.463379
	Iteration 44Q: 3 clusters Score -2047770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2047808.750000 Penalty: 4933.463379
	Iteration 45Q: 3 clusters Score -2047809 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2047841.250000 Penalty: 4933.463379
	Iteration 46Q: 3 clusters Score -2047841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2047872.625000 Penalty: 4933.463379
	Iteration 47Q: 3 clusters Score -2047873 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2047903.750000 Penalty: 4933.463379
	Iteration 48Q: 3 clusters Score -2047904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2047936.750000 Penalty: 4933.463379
	Iteration 49Q: 3 clusters Score -2047937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2047980.500000 Penalty: 4933.463379
	Iteration 50Q: 3 clusters Score -2047980 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2047999.375000 Penalty: 4933.463379
	Iteration 51Q: 3 clusters Score -2047999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2048029.875000 Penalty: 4933.463379
	Iteration 52Q: 3 clusters Score -2048030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2048047.125000 Penalty: 4933.463379
	Iteration 53Q: 3 clusters Score -2048047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2048060.000000 Penalty: 4933.463379
	Iteration 54Q: 3 clusters Score -2048060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2048070.375000 Penalty: 4933.463379
	Iteration 55Q: 3 clusters Score -2048070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2048086.000000 Penalty: 4933.463379
	Iteration 56Q: 3 clusters Score -2048086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2048102.125000 Penalty: 4933.463379
	Iteration 57Q: 3 clusters Score -2048102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2048107.625000 Penalty: 4933.463379
	Iteration 58Q: 3 clusters Score -2048108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2048108.125000 Penalty: 4933.463379
	Iteration 59Q: 3 clusters Score -2048108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2048115.125000 Penalty: 4933.463379
	Iteration 60F: 3 clusters Score -2048115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2048116.875000 Penalty: 4933.463379
	Iteration 61Q: 3 clusters Score -2048117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2048121.000000 Penalty: 4933.463379
	Iteration 62Q: 3 clusters Score -2048121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2048125.375000 Penalty: 4933.463379
	Iteration 63Q: 3 clusters Score -2048125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2048128.625000 Penalty: 4933.463379
	Iteration 64Q: 3 clusters Score -2048129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2048129.500000 Penalty: 4933.463379
	Iteration 65Q: 3 clusters Score -2048130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2048132.250000 Penalty: 4933.463379
	Iteration 66Q: 3 clusters Score -2048132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2048132.000000 Penalty: 4933.463379
	Iteration 67Q: 3 clusters Score -2048132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2048134.125000 Penalty: 4933.463379
	Iteration 68Q: 3 clusters Score -2048134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2048136.875000 Penalty: 4933.463379
	Iteration 69Q: 3 clusters Score -2048137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2048136.375000 Penalty: 4933.463379
	Iteration 70Q: 3 clusters Score -2048136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2048135.125000 Penalty: 4933.463379
	Iteration 71Q: 3 clusters Score -2048135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2048139.375000 Penalty: 4933.463379
	Iteration 72Q: 3 clusters Score -2048139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2048138.125000 Penalty: 4933.463379
	Iteration 73Q: 3 clusters Score -2048138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2048137.125000 Penalty: 4933.463379
	Iteration 74Q: 3 clusters Score -2048137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2048136.500000 Penalty: 4933.463379
	Iteration 75Q: 3 clusters Score -2048136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2048136.500000 Penalty: 4933.463379
	Iteration 76F: 3 clusters Score -2048136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Entering Unmasked Estep 
Score: -1528481.750000 Penalty: 2443.174561
	Iteration 0F: 2 clusters Score -1528482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1515105.875000 Penalty: 4886.349121
	Iteration 0F: 3 clusters Score -1515106 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1519632.000000 Penalty: 4886.349121
	Iteration 1F: 3 clusters Score -1519632 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1520376.375000 Penalty: 4886.349121
	Iteration 2F: 3 clusters Score -1520376 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1521372.500000 Penalty: 4886.349121
	Iteration 3F: 3 clusters Score -1521372 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1522620.125000 Penalty: 4886.349121
	Iteration 4F: 3 clusters Score -1522620 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1523847.500000 Penalty: 4886.349121
	Iteration 5F: 3 clusters Score -1523848 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1524754.125000 Penalty: 4886.349121
	Iteration 6F: 3 clusters Score -1524754 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1525271.375000 Penalty: 4886.349121
	Iteration 7F: 3 clusters Score -1525271 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1525543.500000 Penalty: 4886.349121
	Iteration 8Q: 3 clusters Score -1525544 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1525680.625000 Penalty: 4886.349121
	Iteration 9Q: 3 clusters Score -1525681 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1525779.625000 Penalty: 4886.349121
	Iteration 10Q: 3 clusters Score -1525780 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1525851.375000 Penalty: 4886.349121
	Iteration 11Q: 3 clusters Score -1525851 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1525915.500000 Penalty: 4886.349121
	Iteration 12Q: 3 clusters Score -1525916 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1525979.125000 Penalty: 4886.349121
	Iteration 13Q: 3 clusters Score -1525979 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1526038.875000 Penalty: 4886.349121
	Iteration 14Q: 3 clusters Score -1526039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1526098.750000 Penalty: 4886.349121
	Iteration 15Q: 3 clusters Score -1526099 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1526145.375000 Penalty: 4886.349121
	Iteration 16Q: 3 clusters Score -1526145 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1526202.875000 Penalty: 4886.349121
	Iteration 17Q: 3 clusters Score -1526203 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1526245.750000 Penalty: 4886.349121
	Iteration 18Q: 3 clusters Score -1526246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1526279.125000 Penalty: 4886.349121
	Iteration 19Q: 3 clusters Score -1526279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1526309.250000 Penalty: 4886.349121
	Iteration 20F: 3 clusters Score -1526309 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1526337.250000 Penalty: 4886.349121
	Iteration 21Q: 3 clusters Score -1526337 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1526355.625000 Penalty: 4886.349121
	Iteration 22Q: 3 clusters Score -1526356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1526372.750000 Penalty: 4886.349121
	Iteration 23Q: 3 clusters Score -1526373 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1526391.250000 Penalty: 4886.349121
	Iteration 24Q: 3 clusters Score -1526391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1526415.375000 Penalty: 4886.349121
	Iteration 25Q: 3 clusters Score -1526415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1526426.500000 Penalty: 4886.349121
	Iteration 26Q: 3 clusters Score -1526426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1526438.375000 Penalty: 4886.349121
	Iteration 27Q: 3 clusters Score -1526438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1526458.625000 Penalty: 4886.349121
	Iteration 28Q: 3 clusters Score -1526459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1526472.125000 Penalty: 4886.349121
	Iteration 29Q: 3 clusters Score -1526472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1526477.750000 Penalty: 4886.349121
	Iteration 30Q: 3 clusters Score -1526478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1526494.375000 Penalty: 4886.349121
	Iteration 31Q: 3 clusters Score -1526494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1526510.625000 Penalty: 4886.349121
	Iteration 32Q: 3 clusters Score -1526511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1526528.750000 Penalty: 4886.349121
	Iteration 33Q: 3 clusters Score -1526529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1526541.750000 Penalty: 4886.349121
	Iteration 34Q: 3 clusters Score -1526542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1526554.875000 Penalty: 4886.349121
	Iteration 35Q: 3 clusters Score -1526555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1526567.875000 Penalty: 4886.349121
	Iteration 36Q: 3 clusters Score -1526568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1526583.625000 Penalty: 4886.349121
	Iteration 37Q: 3 clusters Score -1526584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1526599.625000 Penalty: 4886.349121
	Iteration 38Q: 3 clusters Score -1526600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1526603.125000 Penalty: 4886.349121
	Iteration 39Q: 3 clusters Score -1526603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1526615.875000 Penalty: 4886.349121
	Iteration 40F: 3 clusters Score -1526616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1526618.500000 Penalty: 4886.349121
	Iteration 41Q: 3 clusters Score -1526618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1526625.125000 Penalty: 4886.349121
	Iteration 42Q: 3 clusters Score -1526625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1526629.500000 Penalty: 4886.349121
	Iteration 43Q: 3 clusters Score -1526630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1526636.000000 Penalty: 4886.349121
	Iteration 44Q: 3 clusters Score -1526636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1526638.250000 Penalty: 4886.349121
	Iteration 45Q: 3 clusters Score -1526638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1526641.375000 Penalty: 4886.349121
	Iteration 46Q: 3 clusters Score -1526641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1526649.500000 Penalty: 4886.349121
	Iteration 47Q: 3 clusters Score -1526650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1526648.500000 Penalty: 4886.349121
	Iteration 48Q: 3 clusters Score -1526648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1526651.375000 Penalty: 4886.349121
	Iteration 49Q: 3 clusters Score -1526651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1526654.500000 Penalty: 4886.349121
	Iteration 50Q: 3 clusters Score -1526654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1526653.500000 Penalty: 4886.349121
	Iteration 51Q: 3 clusters Score -1526654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1526653.875000 Penalty: 4886.349121
	Iteration 52Q: 3 clusters Score -1526654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1526655.500000 Penalty: 4886.349121
	Iteration 53Q: 3 clusters Score -1526656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1526656.875000 Penalty: 4886.349121
	Iteration 54Q: 3 clusters Score -1526657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -1526656.375000 Penalty: 4886.349121
	Iteration 55Q: 3 clusters Score -1526656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1526653.125000 Penalty: 4886.349121
	Iteration 56Q: 3 clusters Score -1526653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1526652.125000 Penalty: 4886.349121
	Iteration 57Q: 3 clusters Score -1526652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1526654.625000 Penalty: 4886.349121
	Iteration 58Q: 3 clusters Score -1526655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1526656.375000 Penalty: 4886.349121
	Iteration 59Q: 3 clusters Score -1526656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1526655.500000 Penalty: 4886.349121
	Iteration 60F: 3 clusters Score -1526656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1526657.125000 Penalty: 4886.349121
	Iteration 61Q: 3 clusters Score -1526657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1526656.375000 Penalty: 4886.349121
	Iteration 62Q: 3 clusters Score -1526656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1526655.375000 Penalty: 4886.349121
	Iteration 63Q: 3 clusters Score -1526655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1526655.875000 Penalty: 4886.349121
	Iteration 64Q: 3 clusters Score -1526656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1526655.750000 Penalty: 4886.349121
	Iteration 65Q: 3 clusters Score -1526656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1526655.750000 Penalty: 4886.349121
	Iteration 66F: 3 clusters Score -1526656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (114312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114312 members 
Entering Unmasked Estep 
Score: -12250749.000000 Penalty: 2888.378174
	Iteration 0F: 2 clusters Score -1.225075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -12181091.000000 Penalty: 5776.756348
	Iteration 0F: 3 clusters Score -1.218109e+07 nChanged 54353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -12212476.000000 Penalty: 5776.756348
	Iteration 1F: 3 clusters Score -1.221248e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -12213300.000000 Penalty: 5776.756348
	Iteration 2Q: 3 clusters Score -1.22133e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -12214535.000000 Penalty: 5776.756348
	Iteration 3Q: 3 clusters Score -1.221454e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -12216254.000000 Penalty: 5776.756348
	Iteration 4Q: 3 clusters Score -1.221625e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -12218758.000000 Penalty: 5776.756348
	Iteration 5Q: 3 clusters Score -1.221876e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -12221688.000000 Penalty: 5776.756348
	Iteration 6F: 3 clusters Score -1.222169e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -12225431.000000 Penalty: 5776.756348
	Iteration 7F: 3 clusters Score -1.222543e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -12229264.000000 Penalty: 5776.756348
	Iteration 8F: 3 clusters Score -1.222926e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -12232549.000000 Penalty: 5776.756348
	Iteration 9F: 3 clusters Score -1.223255e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -12235112.000000 Penalty: 5776.756348
	Iteration 10Q: 3 clusters Score -1.223511e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -12236802.000000 Penalty: 5776.756348
	Iteration 11Q: 3 clusters Score -1.22368e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95374 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -12237812.000000 Penalty: 5776.756348
	Iteration 12Q: 3 clusters Score -1.223781e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -12238367.000000 Penalty: 5776.756348
	Iteration 13Q: 3 clusters Score -1.223837e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96766 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -12238660.000000 Penalty: 5776.756348
	Iteration 14Q: 3 clusters Score -1.223866e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97107 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -12238723.000000 Penalty: 5776.756348
	Iteration 15Q: 3 clusters Score -1.223872e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -12238900.000000 Penalty: 5776.756348
	Iteration 16Q: 3 clusters Score -1.22389e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -12238949.000000 Penalty: 5776.756348
	Iteration 17Q: 3 clusters Score -1.223895e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -12238986.000000 Penalty: 5776.756348
	Iteration 18Q: 3 clusters Score -1.223899e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -12239043.000000 Penalty: 5776.756348
	Iteration 19Q: 3 clusters Score -1.223904e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -12239096.000000 Penalty: 5776.756348
	Iteration 20F: 3 clusters Score -1.22391e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -12239163.000000 Penalty: 5776.756348
	Iteration 21Q: 3 clusters Score -1.223916e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -12239209.000000 Penalty: 5776.756348
	Iteration 22Q: 3 clusters Score -1.223921e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -12239258.000000 Penalty: 5776.756348
	Iteration 23Q: 3 clusters Score -1.223926e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -12239296.000000 Penalty: 5776.756348
	Iteration 24Q: 3 clusters Score -1.22393e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -12239373.000000 Penalty: 5776.756348
	Iteration 25Q: 3 clusters Score -1.223937e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -12239459.000000 Penalty: 5776.756348
	Iteration 26Q: 3 clusters Score -1.223946e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -12239595.000000 Penalty: 5776.756348
	Iteration 27Q: 3 clusters Score -1.22396e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -12239731.000000 Penalty: 5776.756348
	Iteration 28Q: 3 clusters Score -1.223973e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -12239839.000000 Penalty: 5776.756348
	Iteration 29Q: 3 clusters Score -1.223984e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -12239960.000000 Penalty: 5776.756348
	Iteration 30Q: 3 clusters Score -1.223996e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -12240060.000000 Penalty: 5776.756348
	Iteration 31Q: 3 clusters Score -1.224006e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -12240167.000000 Penalty: 5776.756348
	Iteration 32Q: 3 clusters Score -1.224017e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -12240227.000000 Penalty: 5776.756348
	Iteration 33Q: 3 clusters Score -1.224023e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -12240274.000000 Penalty: 5776.756348
	Iteration 34Q: 3 clusters Score -1.224027e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -12240399.000000 Penalty: 5776.756348
	Iteration 35Q: 3 clusters Score -1.22404e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -12240526.000000 Penalty: 5776.756348
	Iteration 36Q: 3 clusters Score -1.224053e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -12240596.000000 Penalty: 5776.756348
	Iteration 37Q: 3 clusters Score -1.22406e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99336 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -12240713.000000 Penalty: 5776.756348
	Iteration 38Q: 3 clusters Score -1.224071e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -12240850.000000 Penalty: 5776.756348
	Iteration 39Q: 3 clusters Score -1.224085e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -12240981.000000 Penalty: 5776.756348
	Iteration 40F: 3 clusters Score -1.224098e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -12241120.000000 Penalty: 5776.756348
	Iteration 41Q: 3 clusters Score -1.224112e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -12241267.000000 Penalty: 5776.756348
	Iteration 42Q: 3 clusters Score -1.224127e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -12241363.000000 Penalty: 5776.756348
	Iteration 43Q: 3 clusters Score -1.224136e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -12241467.000000 Penalty: 5776.756348
	Iteration 44Q: 3 clusters Score -1.224147e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -12241574.000000 Penalty: 5776.756348
	Iteration 45Q: 3 clusters Score -1.224157e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -12241750.000000 Penalty: 5776.756348
	Iteration 46Q: 3 clusters Score -1.224175e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -12241836.000000 Penalty: 5776.756348
	Iteration 47Q: 3 clusters Score -1.224184e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -12241979.000000 Penalty: 5776.756348
	Iteration 48Q: 3 clusters Score -1.224198e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -12242117.000000 Penalty: 5776.756348
	Iteration 49Q: 3 clusters Score -1.224212e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -12242248.000000 Penalty: 5776.756348
	Iteration 50Q: 3 clusters Score -1.224225e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -12242383.000000 Penalty: 5776.756348
	Iteration 51Q: 3 clusters Score -1.224238e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -12242487.000000 Penalty: 5776.756348
	Iteration 52Q: 3 clusters Score -1.224249e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -12242630.000000 Penalty: 5776.756348
	Iteration 53Q: 3 clusters Score -1.224263e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -12242732.000000 Penalty: 5776.756348
	Iteration 54Q: 3 clusters Score -1.224273e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -12242911.000000 Penalty: 5776.756348
	Iteration 55Q: 3 clusters Score -1.224291e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -12243046.000000 Penalty: 5776.756348
	Iteration 56Q: 3 clusters Score -1.224305e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -12243200.000000 Penalty: 5776.756348
	Iteration 57Q: 3 clusters Score -1.22432e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -12243348.000000 Penalty: 5776.756348
	Iteration 58Q: 3 clusters Score -1.224335e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -12243532.000000 Penalty: 5776.756348
	Iteration 59Q: 3 clusters Score -1.224353e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -12243759.000000 Penalty: 5776.756348
	Iteration 60F: 3 clusters Score -1.224376e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -12243902.000000 Penalty: 5776.756348
	Iteration 61Q: 3 clusters Score -1.22439e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -12244088.000000 Penalty: 5776.756348
	Iteration 62Q: 3 clusters Score -1.224409e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -12244289.000000 Penalty: 5776.756348
	Iteration 63Q: 3 clusters Score -1.224429e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -12244426.000000 Penalty: 5776.756348
	Iteration 64Q: 3 clusters Score -1.224443e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -12244662.000000 Penalty: 5776.756348
	Iteration 65Q: 3 clusters Score -1.224466e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -12244830.000000 Penalty: 5776.756348
	Iteration 66Q: 3 clusters Score -1.224483e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -12245064.000000 Penalty: 5776.756348
	Iteration 67Q: 3 clusters Score -1.224506e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -12245355.000000 Penalty: 5776.756348
	Iteration 68Q: 3 clusters Score -1.224536e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -12245621.000000 Penalty: 5776.756348
	Iteration 69Q: 3 clusters Score -1.224562e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -12245924.000000 Penalty: 5776.756348
	Iteration 70Q: 3 clusters Score -1.224592e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -12246271.000000 Penalty: 5776.756348
	Iteration 71Q: 3 clusters Score -1.224627e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -12246639.000000 Penalty: 5776.756348
	Iteration 72Q: 3 clusters Score -1.224664e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -12247040.000000 Penalty: 5776.756348
	Iteration 73Q: 3 clusters Score -1.224704e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -12247346.000000 Penalty: 5776.756348
	Iteration 74Q: 3 clusters Score -1.224735e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -12247650.000000 Penalty: 5776.756348
	Iteration 75Q: 3 clusters Score -1.224765e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -12247970.000000 Penalty: 5776.756348
	Iteration 76Q: 3 clusters Score -1.224797e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -12248295.000000 Penalty: 5776.756348
	Iteration 77Q: 3 clusters Score -1.22483e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -12248508.000000 Penalty: 5776.756348
	Iteration 78Q: 3 clusters Score -1.224851e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -12248766.000000 Penalty: 5776.756348
	Iteration 79Q: 3 clusters Score -1.224877e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -12248961.000000 Penalty: 5776.756348
	Iteration 80F: 3 clusters Score -1.224896e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110562 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -12249160.000000 Penalty: 5776.756348
	Iteration 81Q: 3 clusters Score -1.224916e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -12249324.000000 Penalty: 5776.756348
	Iteration 82Q: 3 clusters Score -1.224932e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -12249505.000000 Penalty: 5776.756348
	Iteration 83Q: 3 clusters Score -1.22495e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -12249625.000000 Penalty: 5776.756348
	Iteration 84Q: 3 clusters Score -1.224962e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -12249737.000000 Penalty: 5776.756348
	Iteration 85Q: 3 clusters Score -1.224974e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -12249821.000000 Penalty: 5776.756348
	Iteration 86Q: 3 clusters Score -1.224982e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12249908.000000 Penalty: 5776.756348
	Iteration 87Q: 3 clusters Score -1.224991e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12249975.000000 Penalty: 5776.756348
	Iteration 88Q: 3 clusters Score -1.224998e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12250042.000000 Penalty: 5776.756348
	Iteration 89Q: 3 clusters Score -1.225004e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -12250081.000000 Penalty: 5776.756348
	Iteration 90Q: 3 clusters Score -1.225008e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -12250127.000000 Penalty: 5776.756348
	Iteration 91Q: 3 clusters Score -1.225013e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -12250180.000000 Penalty: 5776.756348
	Iteration 92Q: 3 clusters Score -1.225018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -12250194.000000 Penalty: 5776.756348
	Iteration 93Q: 3 clusters Score -1.225019e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -12250215.000000 Penalty: 5776.756348
	Iteration 94Q: 3 clusters Score -1.225022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -12250212.000000 Penalty: 5776.756348
	Iteration 95Q: 3 clusters Score -1.225021e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -12250225.000000 Penalty: 5776.756348
	Iteration 96Q: 3 clusters Score -1.225022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -12250226.000000 Penalty: 5776.756348
	Iteration 97Q: 3 clusters Score -1.225023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -12250214.000000 Penalty: 5776.756348
	Iteration 98Q: 3 clusters Score -1.225021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -12250222.000000 Penalty: 5776.756348
	Iteration 99Q: 3 clusters Score -1.225022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -12250213.000000 Penalty: 5776.756348
	Iteration 100F: 3 clusters Score -1.225021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -12250230.000000 Penalty: 5776.756348
	Iteration 101Q: 3 clusters Score -1.225023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -12250216.000000 Penalty: 5776.756348
	Iteration 102Q: 3 clusters Score -1.225022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -12250220.000000 Penalty: 5776.756348
	Iteration 103Q: 3 clusters Score -1.225022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -12250235.000000 Penalty: 5776.756348
	Iteration 104Q: 3 clusters Score -1.225024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12250238.000000 Penalty: 5776.756348
	Iteration 105Q: 3 clusters Score -1.225024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12250237.000000 Penalty: 5776.756348
	Iteration 106Q: 3 clusters Score -1.225024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -12250242.000000 Penalty: 5776.756348
	Iteration 107Q: 3 clusters Score -1.225024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -12250257.000000 Penalty: 5776.756348
	Iteration 108Q: 3 clusters Score -1.225026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -12250256.000000 Penalty: 5776.756348
	Iteration 109Q: 3 clusters Score -1.225026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -12250263.000000 Penalty: 5776.756348
	Iteration 110Q: 3 clusters Score -1.225026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -12250248.000000 Penalty: 5776.756348
	Iteration 111Q: 3 clusters Score -1.225025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -12250275.000000 Penalty: 5776.756348
	Iteration 112Q: 3 clusters Score -1.225028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -12250279.000000 Penalty: 5776.756348
	Iteration 113Q: 3 clusters Score -1.225028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -12250281.000000 Penalty: 5776.756348
	Iteration 114Q: 3 clusters Score -1.225028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -12250270.000000 Penalty: 5776.756348
	Iteration 115Q: 3 clusters Score -1.225027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -12250273.000000 Penalty: 5776.756348
	Iteration 116Q: 3 clusters Score -1.225027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -12250272.000000 Penalty: 5776.756348
	Iteration 117Q: 3 clusters Score -1.225027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110762 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -12250272.000000 Penalty: 5776.756348
	Iteration 118Q: 3 clusters Score -1.225027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -12250274.000000 Penalty: 5776.756348
	Iteration 119Q: 3 clusters Score -1.225027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -12250275.000000 Penalty: 5776.756348
	Iteration 120F: 3 clusters Score -1.225028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -12250278.000000 Penalty: 5776.756348
	Iteration 121Q: 3 clusters Score -1.225028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -12250294.000000 Penalty: 5776.756348
	Iteration 122Q: 3 clusters Score -1.225029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -12250298.000000 Penalty: 5776.756348
	Iteration 123Q: 3 clusters Score -1.22503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12250315.000000 Penalty: 5776.756348
	Iteration 124Q: 3 clusters Score -1.225032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -12250298.000000 Penalty: 5776.756348
	Iteration 125Q: 3 clusters Score -1.22503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -12250301.000000 Penalty: 5776.756348
	Iteration 126Q: 3 clusters Score -1.22503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -12250306.000000 Penalty: 5776.756348
	Iteration 127Q: 3 clusters Score -1.225031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -12250320.000000 Penalty: 5776.756348
	Iteration 128Q: 3 clusters Score -1.225032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12250330.000000 Penalty: 5776.756348
	Iteration 129Q: 3 clusters Score -1.225033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -12250318.000000 Penalty: 5776.756348
	Iteration 130Q: 3 clusters Score -1.225032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -12250323.000000 Penalty: 5776.756348
	Iteration 131Q: 3 clusters Score -1.225032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -12250335.000000 Penalty: 5776.756348
	Iteration 132Q: 3 clusters Score -1.225034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -12250323.000000 Penalty: 5776.756348
	Iteration 133Q: 3 clusters Score -1.225032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -12250346.000000 Penalty: 5776.756348
	Iteration 134Q: 3 clusters Score -1.225035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -12250346.000000 Penalty: 5776.756348
	Iteration 135Q: 3 clusters Score -1.225035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -12250346.000000 Penalty: 5776.756348
	Iteration 136Q: 3 clusters Score -1.225035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110679 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -12250347.000000 Penalty: 5776.756348
	Iteration 137Q: 3 clusters Score -1.225035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -12250339.000000 Penalty: 5776.756348
	Iteration 138Q: 3 clusters Score -1.225034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -12250337.000000 Penalty: 5776.756348
	Iteration 139Q: 3 clusters Score -1.225034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -12250339.000000 Penalty: 5776.756348
	Iteration 140F: 3 clusters Score -1.225034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -12250335.000000 Penalty: 5776.756348
	Iteration 141Q: 3 clusters Score -1.225034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -12250340.000000 Penalty: 5776.756348
	Iteration 142Q: 3 clusters Score -1.225034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -12250346.000000 Penalty: 5776.756348
	Iteration 143Q: 3 clusters Score -1.225035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -12250348.000000 Penalty: 5776.756348
	Iteration 144Q: 3 clusters Score -1.225035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -12250342.000000 Penalty: 5776.756348
	Iteration 145Q: 3 clusters Score -1.225034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -12250344.000000 Penalty: 5776.756348
	Iteration 146Q: 3 clusters Score -1.225034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -12250345.000000 Penalty: 5776.756348
	Iteration 147Q: 3 clusters Score -1.225034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -12250341.000000 Penalty: 5776.756348
	Iteration 148Q: 3 clusters Score -1.225034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -12250338.000000 Penalty: 5776.756348
	Iteration 149Q: 3 clusters Score -1.225034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -12250339.000000 Penalty: 5776.756348
	Iteration 150Q: 3 clusters Score -1.225034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -12250339.000000 Penalty: 5776.756348
	Iteration 151F: 3 clusters Score -1.225034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -254705.125000 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -254705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -251473.593750 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -251473.6 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -252282.875000 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -252282.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -252661.281250 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -252661.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -253113.328125 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -253113.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -253837.265625 Penalty: 3973.632324
	Iteration 4F: 3 clusters Score -253837.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -254661.109375 Penalty: 3973.632324
	Iteration 5F: 3 clusters Score -254661.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -255272.312500 Penalty: 3973.632324
	Iteration 6F: 3 clusters Score -255272.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -255588.140625 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -255588.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -255751.562500 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -255751.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -255848.859375 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -255848.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -255896.000000 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -255896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -255920.109375 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -255920.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -255942.578125 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -255942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -255966.328125 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -255966.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -255989.734375 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -255989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -256002.859375 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -256002.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -256011.468750 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -256011.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -256023.578125 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -256023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -256026.546875 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -256026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -256032.234375 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -256032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -256039.859375 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -256039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -256059.734375 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -256059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -256066.781250 Penalty: 3973.632324
	Iteration 22Q: 3 clusters Score -256066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -256073.359375 Penalty: 3973.632324
	Iteration 23Q: 3 clusters Score -256073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -256077.875000 Penalty: 3973.632324
	Iteration 24Q: 3 clusters Score -256077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -256083.156250 Penalty: 3973.632324
	Iteration 25Q: 3 clusters Score -256083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -256085.703125 Penalty: 3973.632324
	Iteration 26Q: 3 clusters Score -256085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -256090.968750 Penalty: 3973.632324
	Iteration 27Q: 3 clusters Score -256091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -256093.578125 Penalty: 3973.632324
	Iteration 28Q: 3 clusters Score -256093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -256096.156250 Penalty: 3973.632324
	Iteration 29Q: 3 clusters Score -256096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -256097.875000 Penalty: 3973.632324
	Iteration 30Q: 3 clusters Score -256097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -256098.859375 Penalty: 3973.632324
	Iteration 31Q: 3 clusters Score -256098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -256100.750000 Penalty: 3973.632324
	Iteration 32Q: 3 clusters Score -256100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -256103.453125 Penalty: 3973.632324
	Iteration 33Q: 3 clusters Score -256103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -256107.265625 Penalty: 3973.632324
	Iteration 34Q: 3 clusters Score -256107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -256111.531250 Penalty: 3973.632324
	Iteration 35Q: 3 clusters Score -256111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -256120.859375 Penalty: 3973.632324
	Iteration 36Q: 3 clusters Score -256120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -256130.484375 Penalty: 3973.632324
	Iteration 37Q: 3 clusters Score -256130.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -256145.093750 Penalty: 3973.632324
	Iteration 38Q: 3 clusters Score -256145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -256155.531250 Penalty: 3973.632324
	Iteration 39Q: 3 clusters Score -256155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -256160.859375 Penalty: 3973.632324
	Iteration 40F: 3 clusters Score -256160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -256164.171875 Penalty: 3973.632324
	Iteration 41Q: 3 clusters Score -256164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -256168.109375 Penalty: 3973.632324
	Iteration 42Q: 3 clusters Score -256168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -256172.843750 Penalty: 3973.632324
	Iteration 43Q: 3 clusters Score -256172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -256177.859375 Penalty: 3973.632324
	Iteration 44Q: 3 clusters Score -256177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -256178.890625 Penalty: 3973.632324
	Iteration 45Q: 3 clusters Score -256178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -256179.390625 Penalty: 3973.632324
	Iteration 46Q: 3 clusters Score -256179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -256179.390625 Penalty: 3973.632324
	Iteration 47F: 3 clusters Score -256179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Entering Unmasked Estep 
Score: -150773584.000000 Penalty: 199872.500000
Splitting cluster 9 changes total score from -150772976.000000 to -150773584.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 10 (14505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Entering Unmasked Estep 
Score: -1333606.375000 Penalty: 2376.397705
	Iteration 0F: 2 clusters Score -1333606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1323110.125000 Penalty: 4752.795410
	Iteration 0F: 3 clusters Score -1323110 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1326812.250000 Penalty: 4752.795410
	Iteration 1F: 3 clusters Score -1326812 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1327866.500000 Penalty: 4752.795410
	Iteration 2F: 3 clusters Score -1327866 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1329208.500000 Penalty: 4752.795410
	Iteration 3F: 3 clusters Score -1329208 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1330619.875000 Penalty: 4752.795410
	Iteration 4F: 3 clusters Score -1330620 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1331794.000000 Penalty: 4752.795410
	Iteration 5F: 3 clusters Score -1331794 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1332582.125000 Penalty: 4752.795410
	Iteration 6F: 3 clusters Score -1332582 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1333060.250000 Penalty: 4752.795410
	Iteration 7Q: 3 clusters Score -1333060 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1333412.500000 Penalty: 4752.795410
	Iteration 8Q: 3 clusters Score -1333412 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1333714.500000 Penalty: 4752.795410
	Iteration 9Q: 3 clusters Score -1333714 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1333961.125000 Penalty: 4752.795410
	Iteration 10Q: 3 clusters Score -1333961 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1334148.375000 Penalty: 4752.795410
	Iteration 11Q: 3 clusters Score -1334148 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1334301.375000 Penalty: 4752.795410
	Iteration 12Q: 3 clusters Score -1334301 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1334441.875000 Penalty: 4752.795410
	Iteration 13Q: 3 clusters Score -1334442 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1334571.125000 Penalty: 4752.795410
	Iteration 14Q: 3 clusters Score -1334571 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1334722.375000 Penalty: 4752.795410
	Iteration 15Q: 3 clusters Score -1334722 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1334933.750000 Penalty: 4752.795410
	Iteration 16Q: 3 clusters Score -1334934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1335194.125000 Penalty: 4752.795410
	Iteration 17Q: 3 clusters Score -1335194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1335367.500000 Penalty: 4752.795410
	Iteration 18Q: 3 clusters Score -1335368 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1335485.875000 Penalty: 4752.795410
	Iteration 19Q: 3 clusters Score -1335486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1335548.750000 Penalty: 4752.795410
	Iteration 20F: 3 clusters Score -1335549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1335588.625000 Penalty: 4752.795410
	Iteration 21Q: 3 clusters Score -1335589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1335607.750000 Penalty: 4752.795410
	Iteration 22Q: 3 clusters Score -1335608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1335619.375000 Penalty: 4752.795410
	Iteration 23Q: 3 clusters Score -1335619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1335634.875000 Penalty: 4752.795410
	Iteration 24Q: 3 clusters Score -1335635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1335639.125000 Penalty: 4752.795410
	Iteration 25Q: 3 clusters Score -1335639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1335648.500000 Penalty: 4752.795410
	Iteration 26Q: 3 clusters Score -1335648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1335658.625000 Penalty: 4752.795410
	Iteration 27Q: 3 clusters Score -1335659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1335657.125000 Penalty: 4752.795410
	Iteration 28Q: 3 clusters Score -1335657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1335662.250000 Penalty: 4752.795410
	Iteration 29Q: 3 clusters Score -1335662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1335664.875000 Penalty: 4752.795410
	Iteration 30Q: 3 clusters Score -1335665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1335666.500000 Penalty: 4752.795410
	Iteration 31Q: 3 clusters Score -1335666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1335670.500000 Penalty: 4752.795410
	Iteration 32Q: 3 clusters Score -1335670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1335669.000000 Penalty: 4752.795410
	Iteration 33Q: 3 clusters Score -1335669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1335670.750000 Penalty: 4752.795410
	Iteration 34Q: 3 clusters Score -1335671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1335673.000000 Penalty: 4752.795410
	Iteration 35Q: 3 clusters Score -1335673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1335671.125000 Penalty: 4752.795410
	Iteration 36Q: 3 clusters Score -1335671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1335672.125000 Penalty: 4752.795410
	Iteration 37Q: 3 clusters Score -1335672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1335674.000000 Penalty: 4752.795410
	Iteration 38Q: 3 clusters Score -1335674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1335675.625000 Penalty: 4752.795410
	Iteration 39Q: 3 clusters Score -1335676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1335674.500000 Penalty: 4752.795410
	Iteration 40F: 3 clusters Score -1335674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1335675.250000 Penalty: 4752.795410
	Iteration 41Q: 3 clusters Score -1335675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1335675.250000 Penalty: 4752.795410
	Iteration 42F: 3 clusters Score -1335675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Entering Unmasked Estep 
Score: -150774256.000000 Penalty: 203441.640625
Splitting cluster 10 changes total score from -150772976.000000 to -150774256.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 11 (121937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Entering Unmasked Estep 
Score: -9881686.000000 Penalty: 2904.392334
	Iteration 0F: 2 clusters Score -9881686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -9800176.000000 Penalty: 5808.784668
	Iteration 0F: 3 clusters Score -9800176 nChanged 58011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -9833179.000000 Penalty: 5808.784668
	Iteration 1F: 3 clusters Score -9833179 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -9833779.000000 Penalty: 5808.784668
	Iteration 2Q: 3 clusters Score -9833779 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -9834505.000000 Penalty: 5808.784668
	Iteration 3Q: 3 clusters Score -9834505 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -9835533.000000 Penalty: 5808.784668
	Iteration 4Q: 3 clusters Score -9835533 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -9836937.000000 Penalty: 5808.784668
	Iteration 5Q: 3 clusters Score -9836937 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -9839330.000000 Penalty: 5808.784668
	Iteration 6Q: 3 clusters Score -9839330 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -9843433.000000 Penalty: 5808.784668
	Iteration 7F: 3 clusters Score -9843433 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -9849726.000000 Penalty: 5808.784668
	Iteration 8F: 3 clusters Score -9849726 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -9858488.000000 Penalty: 5808.784668
	Iteration 9F: 3 clusters Score -9858488 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -9867703.000000 Penalty: 5808.784668
	Iteration 10F: 3 clusters Score -9867703 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -9874402.000000 Penalty: 5808.784668
	Iteration 11F: 3 clusters Score -9874402 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120173 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9877482.000000 Penalty: 5808.784668
	Iteration 12Q: 3 clusters Score -9877482 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9878512.000000 Penalty: 5808.784668
	Iteration 13Q: 3 clusters Score -9878512 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121536 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9878855.000000 Penalty: 5808.784668
	Iteration 14Q: 3 clusters Score -9878855 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9878925.000000 Penalty: 5808.784668
	Iteration 15Q: 3 clusters Score -9878925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121610 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9878973.000000 Penalty: 5808.784668
	Iteration 16Q: 3 clusters Score -9878973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121625 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9879024.000000 Penalty: 5808.784668
	Iteration 17Q: 3 clusters Score -9879024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9879065.000000 Penalty: 5808.784668
	Iteration 18Q: 3 clusters Score -9879065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121643 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9879097.000000 Penalty: 5808.784668
	Iteration 19Q: 3 clusters Score -9879097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9879105.000000 Penalty: 5808.784668
	Iteration 20F: 3 clusters Score -9879105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121653 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9879114.000000 Penalty: 5808.784668
	Iteration 21Q: 3 clusters Score -9879114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9879118.000000 Penalty: 5808.784668
	Iteration 22Q: 3 clusters Score -9879118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9879118.000000 Penalty: 5808.784668
	Iteration 23Q: 3 clusters Score -9879118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121657 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9879129.000000 Penalty: 5808.784668
	Iteration 24Q: 3 clusters Score -9879129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121658 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9879125.000000 Penalty: 5808.784668
	Iteration 25Q: 3 clusters Score -9879125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9879131.000000 Penalty: 5808.784668
	Iteration 26Q: 3 clusters Score -9879131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9879131.000000 Penalty: 5808.784668
	Iteration 27F: 3 clusters Score -9879131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Entering Unmasked Estep 
Score: -4384843.000000 Penalty: 2701.802734
	Iteration 0F: 2 clusters Score -4384843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4348755.000000 Penalty: 5403.605469
	Iteration 0F: 3 clusters Score -4348755 nChanged 24844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4362837.000000 Penalty: 5403.605469
	Iteration 1F: 3 clusters Score -4362837 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4363457.500000 Penalty: 5403.605469
	Iteration 2Q: 3 clusters Score -4363458 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4364016.500000 Penalty: 5403.605469
	Iteration 3Q: 3 clusters Score -4364016 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4364540.000000 Penalty: 5403.605469
	Iteration 4Q: 3 clusters Score -4364540 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4365032.000000 Penalty: 5403.605469
	Iteration 5Q: 3 clusters Score -4365032 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4365507.000000 Penalty: 5403.605469
	Iteration 6Q: 3 clusters Score -4365507 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4366011.500000 Penalty: 5403.605469
	Iteration 7Q: 3 clusters Score -4366012 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4366512.500000 Penalty: 5403.605469
	Iteration 8Q: 3 clusters Score -4366512 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4367223.000000 Penalty: 5403.605469
	Iteration 9Q: 3 clusters Score -4367223 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4368105.500000 Penalty: 5403.605469
	Iteration 10Q: 3 clusters Score -4368106 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4369218.500000 Penalty: 5403.605469
	Iteration 11Q: 3 clusters Score -4369218 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4370615.500000 Penalty: 5403.605469
	Iteration 12Q: 3 clusters Score -4370616 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -4372317.000000 Penalty: 5403.605469
	Iteration 13Q: 3 clusters Score -4372317 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -4374188.000000 Penalty: 5403.605469
	Iteration 14Q: 3 clusters Score -4374188 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -4375979.000000 Penalty: 5403.605469
	Iteration 15Q: 3 clusters Score -4375979 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -4377436.500000 Penalty: 5403.605469
	Iteration 16Q: 3 clusters Score -4377436 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -4378645.000000 Penalty: 5403.605469
	Iteration 17Q: 3 clusters Score -4378645 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -4379599.000000 Penalty: 5403.605469
	Iteration 18Q: 3 clusters Score -4379599 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -4380333.500000 Penalty: 5403.605469
	Iteration 19Q: 3 clusters Score -4380334 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -4380967.000000 Penalty: 5403.605469
	Iteration 20F: 3 clusters Score -4380967 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -4381478.500000 Penalty: 5403.605469
	Iteration 21Q: 3 clusters Score -4381478 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -4381825.000000 Penalty: 5403.605469
	Iteration 22Q: 3 clusters Score -4381825 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -4382083.500000 Penalty: 5403.605469
	Iteration 23Q: 3 clusters Score -4382084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -4382230.000000 Penalty: 5403.605469
	Iteration 24Q: 3 clusters Score -4382230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -4382341.500000 Penalty: 5403.605469
	Iteration 25Q: 3 clusters Score -4382342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -4382421.000000 Penalty: 5403.605469
	Iteration 26Q: 3 clusters Score -4382421 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -4382479.500000 Penalty: 5403.605469
	Iteration 27Q: 3 clusters Score -4382480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -4382538.500000 Penalty: 5403.605469
	Iteration 28Q: 3 clusters Score -4382538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -4382597.000000 Penalty: 5403.605469
	Iteration 29Q: 3 clusters Score -4382597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -4382633.000000 Penalty: 5403.605469
	Iteration 30Q: 3 clusters Score -4382633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -4382650.000000 Penalty: 5403.605469
	Iteration 31Q: 3 clusters Score -4382650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -4382667.500000 Penalty: 5403.605469
	Iteration 32Q: 3 clusters Score -4382668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -4382687.500000 Penalty: 5403.605469
	Iteration 33Q: 3 clusters Score -4382688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -4382699.000000 Penalty: 5403.605469
	Iteration 34Q: 3 clusters Score -4382699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -4382708.500000 Penalty: 5403.605469
	Iteration 35Q: 3 clusters Score -4382708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -4382718.500000 Penalty: 5403.605469
	Iteration 36Q: 3 clusters Score -4382718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -4382718.000000 Penalty: 5403.605469
	Iteration 37Q: 3 clusters Score -4382718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -4382729.500000 Penalty: 5403.605469
	Iteration 38Q: 3 clusters Score -4382730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -4382734.500000 Penalty: 5403.605469
	Iteration 39Q: 3 clusters Score -4382734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -4382740.000000 Penalty: 5403.605469
	Iteration 40F: 3 clusters Score -4382740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -4382743.000000 Penalty: 5403.605469
	Iteration 41Q: 3 clusters Score -4382743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -4382749.500000 Penalty: 5403.605469
	Iteration 42Q: 3 clusters Score -4382750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -4382752.500000 Penalty: 5403.605469
	Iteration 43Q: 3 clusters Score -4382752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -4382750.000000 Penalty: 5403.605469
	Iteration 44Q: 3 clusters Score -4382750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -4382750.000000 Penalty: 5403.605469
	Iteration 45F: 3 clusters Score -4382750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -175015.843750 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -175015.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -172199.734375 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -172199.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -172769.765625 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -172769.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -172924.578125 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -172924.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -173039.593750 Penalty: 3838.937988
	Iteration 3Q: 3 clusters Score -173039.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -173138.187500 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -173138.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -173204.656250 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -173204.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -173260.140625 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -173260.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -173300.937500 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -173300.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -173354.812500 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -173354.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -173394.921875 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -173394.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -173420.125000 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -173420.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -173435.375000 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -173435.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -173458.593750 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -173458.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -173480.218750 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -173480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -173495.328125 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -173495.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -173510.125000 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -173510.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -173526.781250 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -173526.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -173547.000000 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -173547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -173568.078125 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -173568.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -173597.609375 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -173597.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -173638.046875 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -173638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -173664.093750 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -173664.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -173679.593750 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -173679.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -173686.953125 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -173687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -173692.484375 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -173692.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -173696.578125 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -173696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -173697.859375 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -173697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -173698.406250 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -173698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -173698.406250 Penalty: 3838.937988
	Iteration 28F: 3 clusters Score -173698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Entering Unmasked Estep 
Score: -1597594.500000 Penalty: 2454.435303
	Iteration 0F: 2 clusters Score -1597594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1583605.625000 Penalty: 4908.870605
	Iteration 0F: 3 clusters Score -1583606 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1588333.625000 Penalty: 4908.870605
	Iteration 1F: 3 clusters Score -1588334 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1588819.250000 Penalty: 4908.870605
	Iteration 2F: 3 clusters Score -1588819 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1589366.250000 Penalty: 4908.870605
	Iteration 3F: 3 clusters Score -1589366 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1590143.875000 Penalty: 4908.870605
	Iteration 4F: 3 clusters Score -1590144 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1591213.000000 Penalty: 4908.870605
	Iteration 5F: 3 clusters Score -1591213 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1592506.000000 Penalty: 4908.870605
	Iteration 6F: 3 clusters Score -1592506 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1593675.250000 Penalty: 4908.870605
	Iteration 7F: 3 clusters Score -1593675 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1594450.000000 Penalty: 4908.870605
	Iteration 8Q: 3 clusters Score -1594450 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1594866.250000 Penalty: 4908.870605
	Iteration 9Q: 3 clusters Score -1594866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1595110.125000 Penalty: 4908.870605
	Iteration 10Q: 3 clusters Score -1595110 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1595248.500000 Penalty: 4908.870605
	Iteration 11Q: 3 clusters Score -1595248 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1595342.000000 Penalty: 4908.870605
	Iteration 12Q: 3 clusters Score -1595342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1595390.500000 Penalty: 4908.870605
	Iteration 13Q: 3 clusters Score -1595390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1595429.500000 Penalty: 4908.870605
	Iteration 14Q: 3 clusters Score -1595430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1595445.250000 Penalty: 4908.870605
	Iteration 15Q: 3 clusters Score -1595445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1595469.625000 Penalty: 4908.870605
	Iteration 16Q: 3 clusters Score -1595470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1595488.375000 Penalty: 4908.870605
	Iteration 17Q: 3 clusters Score -1595488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -1595506.625000 Penalty: 4908.870605
	Iteration 18Q: 3 clusters Score -1595507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1595529.500000 Penalty: 4908.870605
	Iteration 19Q: 3 clusters Score -1595530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -1595539.125000 Penalty: 4908.870605
	Iteration 20F: 3 clusters Score -1595539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1595550.625000 Penalty: 4908.870605
	Iteration 21Q: 3 clusters Score -1595551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1595561.750000 Penalty: 4908.870605
	Iteration 22Q: 3 clusters Score -1595562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1595564.375000 Penalty: 4908.870605
	Iteration 23Q: 3 clusters Score -1595564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1595569.375000 Penalty: 4908.870605
	Iteration 24Q: 3 clusters Score -1595569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1595568.125000 Penalty: 4908.870605
	Iteration 25Q: 3 clusters Score -1595568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1595572.750000 Penalty: 4908.870605
	Iteration 26Q: 3 clusters Score -1595573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1595571.125000 Penalty: 4908.870605
	Iteration 27Q: 3 clusters Score -1595571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1595577.250000 Penalty: 4908.870605
	Iteration 28Q: 3 clusters Score -1595577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1595578.625000 Penalty: 4908.870605
	Iteration 29Q: 3 clusters Score -1595579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1595578.375000 Penalty: 4908.870605
	Iteration 30Q: 3 clusters Score -1595578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1595581.500000 Penalty: 4908.870605
	Iteration 31Q: 3 clusters Score -1595582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -1595583.500000 Penalty: 4908.870605
	Iteration 32Q: 3 clusters Score -1595584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1595581.875000 Penalty: 4908.870605
	Iteration 33Q: 3 clusters Score -1595582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1595581.375000 Penalty: 4908.870605
	Iteration 34Q: 3 clusters Score -1595581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1595582.500000 Penalty: 4908.870605
	Iteration 35Q: 3 clusters Score -1595582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1595583.625000 Penalty: 4908.870605
	Iteration 36Q: 3 clusters Score -1595584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1595583.500000 Penalty: 4908.870605
	Iteration 37Q: 3 clusters Score -1595584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1595584.500000 Penalty: 4908.870605
	Iteration 38Q: 3 clusters Score -1595584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1595584.500000 Penalty: 4908.870605
	Iteration 39F: 3 clusters Score -1595584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Entering Unmasked Estep 
Score: -2148193.500000 Penalty: 2531.892334
	Iteration 0F: 2 clusters Score -2148194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2129445.500000 Penalty: 5063.784668
	Iteration 0F: 3 clusters Score -2129446 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2136227.750000 Penalty: 5063.784668
	Iteration 1F: 3 clusters Score -2136228 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2136760.250000 Penalty: 5063.784668
	Iteration 2F: 3 clusters Score -2136760 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2137299.750000 Penalty: 5063.784668
	Iteration 3Q: 3 clusters Score -2137300 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2137939.250000 Penalty: 5063.784668
	Iteration 4Q: 3 clusters Score -2137939 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2138797.000000 Penalty: 5063.784668
	Iteration 5F: 3 clusters Score -2138797 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2140037.250000 Penalty: 5063.784668
	Iteration 6F: 3 clusters Score -2140037 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2141506.250000 Penalty: 5063.784668
	Iteration 7F: 3 clusters Score -2141506 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2142912.250000 Penalty: 5063.784668
	Iteration 8F: 3 clusters Score -2142912 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2143833.500000 Penalty: 5063.784668
	Iteration 9F: 3 clusters Score -2143834 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2144387.750000 Penalty: 5063.784668
	Iteration 10Q: 3 clusters Score -2144388 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2144783.500000 Penalty: 5063.784668
	Iteration 11Q: 3 clusters Score -2144784 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2145081.500000 Penalty: 5063.784668
	Iteration 12Q: 3 clusters Score -2145082 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2145381.000000 Penalty: 5063.784668
	Iteration 13Q: 3 clusters Score -2145381 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2145643.500000 Penalty: 5063.784668
	Iteration 14Q: 3 clusters Score -2145644 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2145882.250000 Penalty: 5063.784668
	Iteration 15Q: 3 clusters Score -2145882 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2146084.750000 Penalty: 5063.784668
	Iteration 16Q: 3 clusters Score -2146085 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2146226.750000 Penalty: 5063.784668
	Iteration 17Q: 3 clusters Score -2146227 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2146339.250000 Penalty: 5063.784668
	Iteration 18Q: 3 clusters Score -2146339 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2146418.000000 Penalty: 5063.784668
	Iteration 19Q: 3 clusters Score -2146418 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2146486.500000 Penalty: 5063.784668
	Iteration 20F: 3 clusters Score -2146486 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2146544.500000 Penalty: 5063.784668
	Iteration 21Q: 3 clusters Score -2146544 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2146569.250000 Penalty: 5063.784668
	Iteration 22Q: 3 clusters Score -2146569 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2146590.000000 Penalty: 5063.784668
	Iteration 23Q: 3 clusters Score -2146590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2146613.750000 Penalty: 5063.784668
	Iteration 24Q: 3 clusters Score -2146614 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2146623.250000 Penalty: 5063.784668
	Iteration 25Q: 3 clusters Score -2146623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2146643.250000 Penalty: 5063.784668
	Iteration 26Q: 3 clusters Score -2146643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2146662.500000 Penalty: 5063.784668
	Iteration 27Q: 3 clusters Score -2146662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2146676.500000 Penalty: 5063.784668
	Iteration 28Q: 3 clusters Score -2146676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2146684.250000 Penalty: 5063.784668
	Iteration 29Q: 3 clusters Score -2146684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2146704.250000 Penalty: 5063.784668
	Iteration 30Q: 3 clusters Score -2146704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2146713.750000 Penalty: 5063.784668
	Iteration 31Q: 3 clusters Score -2146714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2146731.500000 Penalty: 5063.784668
	Iteration 32Q: 3 clusters Score -2146732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2146751.000000 Penalty: 5063.784668
	Iteration 33Q: 3 clusters Score -2146751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2146759.250000 Penalty: 5063.784668
	Iteration 34Q: 3 clusters Score -2146759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2146779.000000 Penalty: 5063.784668
	Iteration 35Q: 3 clusters Score -2146779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2146804.000000 Penalty: 5063.784668
	Iteration 36Q: 3 clusters Score -2146804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2146822.250000 Penalty: 5063.784668
	Iteration 37Q: 3 clusters Score -2146822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2146841.250000 Penalty: 5063.784668
	Iteration 38Q: 3 clusters Score -2146841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2146857.500000 Penalty: 5063.784668
	Iteration 39Q: 3 clusters Score -2146858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2146886.250000 Penalty: 5063.784668
	Iteration 40F: 3 clusters Score -2146886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2146913.750000 Penalty: 5063.784668
	Iteration 41Q: 3 clusters Score -2146914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2146950.500000 Penalty: 5063.784668
	Iteration 42Q: 3 clusters Score -2146950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2147001.000000 Penalty: 5063.784668
	Iteration 43Q: 3 clusters Score -2147001 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2147056.000000 Penalty: 5063.784668
	Iteration 44Q: 3 clusters Score -2147056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2147129.250000 Penalty: 5063.784668
	Iteration 45Q: 3 clusters Score -2147129 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2147243.250000 Penalty: 5063.784668
	Iteration 46Q: 3 clusters Score -2147243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2147405.500000 Penalty: 5063.784668
	Iteration 47Q: 3 clusters Score -2147406 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2147576.500000 Penalty: 5063.784668
	Iteration 48Q: 3 clusters Score -2147576 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2147726.000000 Penalty: 5063.784668
	Iteration 49Q: 3 clusters Score -2147726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2147827.250000 Penalty: 5063.784668
	Iteration 50Q: 3 clusters Score -2147827 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2147868.750000 Penalty: 5063.784668
	Iteration 51Q: 3 clusters Score -2147869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2147894.250000 Penalty: 5063.784668
	Iteration 52Q: 3 clusters Score -2147894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2147916.750000 Penalty: 5063.784668
	Iteration 53Q: 3 clusters Score -2147917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2147916.750000 Penalty: 5063.784668
	Iteration 54Q: 3 clusters Score -2147917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2147932.000000 Penalty: 5063.784668
	Iteration 55Q: 3 clusters Score -2147932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2147933.000000 Penalty: 5063.784668
	Iteration 56Q: 3 clusters Score -2147933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2147933.250000 Penalty: 5063.784668
	Iteration 57Q: 3 clusters Score -2147933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2147939.500000 Penalty: 5063.784668
	Iteration 58Q: 3 clusters Score -2147940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2147938.250000 Penalty: 5063.784668
	Iteration 59Q: 3 clusters Score -2147938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2147935.500000 Penalty: 5063.784668
	Iteration 60F: 3 clusters Score -2147936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2147936.000000 Penalty: 5063.784668
	Iteration 61Q: 3 clusters Score -2147936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2147939.500000 Penalty: 5063.784668
	Iteration 62Q: 3 clusters Score -2147940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2147947.250000 Penalty: 5063.784668
	Iteration 63Q: 3 clusters Score -2147947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2147949.500000 Penalty: 5063.784668
	Iteration 64Q: 3 clusters Score -2147950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2147944.750000 Penalty: 5063.784668
	Iteration 65Q: 3 clusters Score -2147945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2147943.750000 Penalty: 5063.784668
	Iteration 66Q: 3 clusters Score -2147944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2147943.000000 Penalty: 5063.784668
	Iteration 67Q: 3 clusters Score -2147943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2147943.250000 Penalty: 5063.784668
	Iteration 68Q: 3 clusters Score -2147943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2147944.500000 Penalty: 5063.784668
	Iteration 69Q: 3 clusters Score -2147944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2147944.750000 Penalty: 5063.784668
	Iteration 70Q: 3 clusters Score -2147945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2147943.500000 Penalty: 5063.784668
	Iteration 71Q: 3 clusters Score -2147944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2147942.500000 Penalty: 5063.784668
	Iteration 72Q: 3 clusters Score -2147942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2147939.750000 Penalty: 5063.784668
	Iteration 73Q: 3 clusters Score -2147940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2147939.500000 Penalty: 5063.784668
	Iteration 74Q: 3 clusters Score -2147940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2147943.750000 Penalty: 5063.784668
	Iteration 75Q: 3 clusters Score -2147944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2147942.250000 Penalty: 5063.784668
	Iteration 76Q: 3 clusters Score -2147942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2147941.250000 Penalty: 5063.784668
	Iteration 77Q: 3 clusters Score -2147941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2147941.250000 Penalty: 5063.784668
	Iteration 78F: 3 clusters Score -2147941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Entering Unmasked Estep 
Score: -2721744.000000 Penalty: 2591.403320
	Iteration 0F: 2 clusters Score -2721744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2698139.250000 Penalty: 5182.806641
	Iteration 0F: 3 clusters Score -2698139 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2706759.250000 Penalty: 5182.806641
	Iteration 1F: 3 clusters Score -2706759 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2707337.500000 Penalty: 5182.806641
	Iteration 2Q: 3 clusters Score -2707338 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2707980.000000 Penalty: 5182.806641
	Iteration 3Q: 3 clusters Score -2707980 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2708715.000000 Penalty: 5182.806641
	Iteration 4Q: 3 clusters Score -2708715 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2709536.250000 Penalty: 5182.806641
	Iteration 5Q: 3 clusters Score -2709536 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2710411.000000 Penalty: 5182.806641
	Iteration 6Q: 3 clusters Score -2710411 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2711359.250000 Penalty: 5182.806641
	Iteration 7F: 3 clusters Score -2711359 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2712306.750000 Penalty: 5182.806641
	Iteration 8F: 3 clusters Score -2712307 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2713232.250000 Penalty: 5182.806641
	Iteration 9Q: 3 clusters Score -2713232 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2714084.750000 Penalty: 5182.806641
	Iteration 10Q: 3 clusters Score -2714085 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2714877.250000 Penalty: 5182.806641
	Iteration 11Q: 3 clusters Score -2714877 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2715613.750000 Penalty: 5182.806641
	Iteration 12Q: 3 clusters Score -2715614 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2716194.750000 Penalty: 5182.806641
	Iteration 13Q: 3 clusters Score -2716195 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2716597.750000 Penalty: 5182.806641
	Iteration 14Q: 3 clusters Score -2716598 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2716826.500000 Penalty: 5182.806641
	Iteration 15Q: 3 clusters Score -2716826 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2717020.500000 Penalty: 5182.806641
	Iteration 16Q: 3 clusters Score -2717020 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2717130.250000 Penalty: 5182.806641
	Iteration 17Q: 3 clusters Score -2717130 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2717229.000000 Penalty: 5182.806641
	Iteration 18Q: 3 clusters Score -2717229 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2717311.750000 Penalty: 5182.806641
	Iteration 19Q: 3 clusters Score -2717312 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2717372.500000 Penalty: 5182.806641
	Iteration 20F: 3 clusters Score -2717372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2717433.500000 Penalty: 5182.806641
	Iteration 21Q: 3 clusters Score -2717434 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2717481.250000 Penalty: 5182.806641
	Iteration 22Q: 3 clusters Score -2717481 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2717513.500000 Penalty: 5182.806641
	Iteration 23Q: 3 clusters Score -2717514 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2717545.750000 Penalty: 5182.806641
	Iteration 24Q: 3 clusters Score -2717546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2717577.250000 Penalty: 5182.806641
	Iteration 25Q: 3 clusters Score -2717577 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2717609.250000 Penalty: 5182.806641
	Iteration 26Q: 3 clusters Score -2717609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2717635.000000 Penalty: 5182.806641
	Iteration 27Q: 3 clusters Score -2717635 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2717650.000000 Penalty: 5182.806641
	Iteration 28Q: 3 clusters Score -2717650 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2717680.500000 Penalty: 5182.806641
	Iteration 29Q: 3 clusters Score -2717680 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2717709.250000 Penalty: 5182.806641
	Iteration 30Q: 3 clusters Score -2717709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2717747.500000 Penalty: 5182.806641
	Iteration 31Q: 3 clusters Score -2717748 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2717771.250000 Penalty: 5182.806641
	Iteration 32Q: 3 clusters Score -2717771 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2717785.250000 Penalty: 5182.806641
	Iteration 33Q: 3 clusters Score -2717785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2717808.500000 Penalty: 5182.806641
	Iteration 34Q: 3 clusters Score -2717808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2717832.750000 Penalty: 5182.806641
	Iteration 35Q: 3 clusters Score -2717833 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2717856.750000 Penalty: 5182.806641
	Iteration 36Q: 3 clusters Score -2717857 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2717891.500000 Penalty: 5182.806641
	Iteration 37Q: 3 clusters Score -2717892 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2717920.500000 Penalty: 5182.806641
	Iteration 38Q: 3 clusters Score -2717920 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2717943.000000 Penalty: 5182.806641
	Iteration 39Q: 3 clusters Score -2717943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2717966.500000 Penalty: 5182.806641
	Iteration 40F: 3 clusters Score -2717966 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2717987.000000 Penalty: 5182.806641
	Iteration 41Q: 3 clusters Score -2717987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2718004.500000 Penalty: 5182.806641
	Iteration 42Q: 3 clusters Score -2718004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2718014.750000 Penalty: 5182.806641
	Iteration 43Q: 3 clusters Score -2718015 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2718019.000000 Penalty: 5182.806641
	Iteration 44Q: 3 clusters Score -2718019 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2718028.750000 Penalty: 5182.806641
	Iteration 45Q: 3 clusters Score -2718029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2718045.750000 Penalty: 5182.806641
	Iteration 46Q: 3 clusters Score -2718046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2718046.500000 Penalty: 5182.806641
	Iteration 47Q: 3 clusters Score -2718046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2718064.000000 Penalty: 5182.806641
	Iteration 48Q: 3 clusters Score -2718064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2718086.000000 Penalty: 5182.806641
	Iteration 49Q: 3 clusters Score -2718086 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2718096.500000 Penalty: 5182.806641
	Iteration 50Q: 3 clusters Score -2718096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2718104.500000 Penalty: 5182.806641
	Iteration 51Q: 3 clusters Score -2718104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2718124.250000 Penalty: 5182.806641
	Iteration 52Q: 3 clusters Score -2718124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2718144.500000 Penalty: 5182.806641
	Iteration 53Q: 3 clusters Score -2718144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2718149.250000 Penalty: 5182.806641
	Iteration 54Q: 3 clusters Score -2718149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2718179.750000 Penalty: 5182.806641
	Iteration 55Q: 3 clusters Score -2718180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2718201.250000 Penalty: 5182.806641
	Iteration 56Q: 3 clusters Score -2718201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2718217.750000 Penalty: 5182.806641
	Iteration 57Q: 3 clusters Score -2718218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2718237.250000 Penalty: 5182.806641
	Iteration 58Q: 3 clusters Score -2718237 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2718250.500000 Penalty: 5182.806641
	Iteration 59Q: 3 clusters Score -2718250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2718269.250000 Penalty: 5182.806641
	Iteration 60F: 3 clusters Score -2718269 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2718285.500000 Penalty: 5182.806641
	Iteration 61Q: 3 clusters Score -2718286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2718309.250000 Penalty: 5182.806641
	Iteration 62Q: 3 clusters Score -2718309 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2718328.500000 Penalty: 5182.806641
	Iteration 63Q: 3 clusters Score -2718328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2718349.500000 Penalty: 5182.806641
	Iteration 64Q: 3 clusters Score -2718350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2718370.000000 Penalty: 5182.806641
	Iteration 65Q: 3 clusters Score -2718370 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2718378.500000 Penalty: 5182.806641
	Iteration 66Q: 3 clusters Score -2718378 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2718406.750000 Penalty: 5182.806641
	Iteration 67Q: 3 clusters Score -2718407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2718430.000000 Penalty: 5182.806641
	Iteration 68Q: 3 clusters Score -2718430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2718449.000000 Penalty: 5182.806641
	Iteration 69Q: 3 clusters Score -2718449 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2718462.250000 Penalty: 5182.806641
	Iteration 70Q: 3 clusters Score -2718462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2718483.000000 Penalty: 5182.806641
	Iteration 71Q: 3 clusters Score -2718483 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2718511.750000 Penalty: 5182.806641
	Iteration 72Q: 3 clusters Score -2718512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2718531.250000 Penalty: 5182.806641
	Iteration 73Q: 3 clusters Score -2718531 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2718543.250000 Penalty: 5182.806641
	Iteration 74Q: 3 clusters Score -2718543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2718556.750000 Penalty: 5182.806641
	Iteration 75Q: 3 clusters Score -2718557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2718576.750000 Penalty: 5182.806641
	Iteration 76Q: 3 clusters Score -2718577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2718612.500000 Penalty: 5182.806641
	Iteration 77Q: 3 clusters Score -2718612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2718625.000000 Penalty: 5182.806641
	Iteration 78Q: 3 clusters Score -2718625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2718632.500000 Penalty: 5182.806641
	Iteration 79Q: 3 clusters Score -2718632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2718642.250000 Penalty: 5182.806641
	Iteration 80F: 3 clusters Score -2718642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2718652.000000 Penalty: 5182.806641
	Iteration 81Q: 3 clusters Score -2718652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2718674.500000 Penalty: 5182.806641
	Iteration 82Q: 3 clusters Score -2718674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2718686.750000 Penalty: 5182.806641
	Iteration 83Q: 3 clusters Score -2718687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2718710.750000 Penalty: 5182.806641
	Iteration 84Q: 3 clusters Score -2718711 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2718741.000000 Penalty: 5182.806641
	Iteration 85Q: 3 clusters Score -2718741 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2718770.000000 Penalty: 5182.806641
	Iteration 86Q: 3 clusters Score -2718770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2718790.750000 Penalty: 5182.806641
	Iteration 87Q: 3 clusters Score -2718791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2718823.750000 Penalty: 5182.806641
	Iteration 88Q: 3 clusters Score -2718824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2718848.000000 Penalty: 5182.806641
	Iteration 89Q: 3 clusters Score -2718848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2718877.750000 Penalty: 5182.806641
	Iteration 90Q: 3 clusters Score -2718878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2718905.500000 Penalty: 5182.806641
	Iteration 91Q: 3 clusters Score -2718906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2718925.500000 Penalty: 5182.806641
	Iteration 92Q: 3 clusters Score -2718926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2718940.750000 Penalty: 5182.806641
	Iteration 93Q: 3 clusters Score -2718941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2718966.500000 Penalty: 5182.806641
	Iteration 94Q: 3 clusters Score -2718966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2718988.250000 Penalty: 5182.806641
	Iteration 95Q: 3 clusters Score -2718988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2719015.500000 Penalty: 5182.806641
	Iteration 96Q: 3 clusters Score -2719016 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2719039.500000 Penalty: 5182.806641
	Iteration 97Q: 3 clusters Score -2719040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2719071.000000 Penalty: 5182.806641
	Iteration 98Q: 3 clusters Score -2719071 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2719079.750000 Penalty: 5182.806641
	Iteration 99Q: 3 clusters Score -2719080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2719102.750000 Penalty: 5182.806641
	Iteration 100F: 3 clusters Score -2719103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2719136.750000 Penalty: 5182.806641
	Iteration 101Q: 3 clusters Score -2719137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2719159.000000 Penalty: 5182.806641
	Iteration 102Q: 3 clusters Score -2719159 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2719195.000000 Penalty: 5182.806641
	Iteration 103Q: 3 clusters Score -2719195 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2719247.750000 Penalty: 5182.806641
	Iteration 104Q: 3 clusters Score -2719248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2719301.750000 Penalty: 5182.806641
	Iteration 105Q: 3 clusters Score -2719302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2719336.000000 Penalty: 5182.806641
	Iteration 106Q: 3 clusters Score -2719336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2719390.000000 Penalty: 5182.806641
	Iteration 107Q: 3 clusters Score -2719390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2719441.000000 Penalty: 5182.806641
	Iteration 108Q: 3 clusters Score -2719441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2719484.250000 Penalty: 5182.806641
	Iteration 109Q: 3 clusters Score -2719484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2719551.750000 Penalty: 5182.806641
	Iteration 110Q: 3 clusters Score -2719552 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2719666.750000 Penalty: 5182.806641
	Iteration 111Q: 3 clusters Score -2719667 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2719854.750000 Penalty: 5182.806641
	Iteration 112Q: 3 clusters Score -2719855 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2720072.250000 Penalty: 5182.806641
	Iteration 113Q: 3 clusters Score -2720072 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2720217.250000 Penalty: 5182.806641
	Iteration 114Q: 3 clusters Score -2720217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2720274.250000 Penalty: 5182.806641
	Iteration 115Q: 3 clusters Score -2720274 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2720314.750000 Penalty: 5182.806641
	Iteration 116Q: 3 clusters Score -2720315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2720348.750000 Penalty: 5182.806641
	Iteration 117Q: 3 clusters Score -2720349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2720348.250000 Penalty: 5182.806641
	Iteration 118Q: 3 clusters Score -2720348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2720353.500000 Penalty: 5182.806641
	Iteration 119Q: 3 clusters Score -2720354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2720361.250000 Penalty: 5182.806641
	Iteration 120F: 3 clusters Score -2720361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2720371.000000 Penalty: 5182.806641
	Iteration 121Q: 3 clusters Score -2720371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2720371.000000 Penalty: 5182.806641
	Iteration 122Q: 3 clusters Score -2720371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2720382.500000 Penalty: 5182.806641
	Iteration 123Q: 3 clusters Score -2720382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2720384.500000 Penalty: 5182.806641
	Iteration 124Q: 3 clusters Score -2720384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2720389.000000 Penalty: 5182.806641
	Iteration 125Q: 3 clusters Score -2720389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2720386.750000 Penalty: 5182.806641
	Iteration 126Q: 3 clusters Score -2720387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2720391.750000 Penalty: 5182.806641
	Iteration 127Q: 3 clusters Score -2720392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2720391.250000 Penalty: 5182.806641
	Iteration 128Q: 3 clusters Score -2720391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2720392.750000 Penalty: 5182.806641
	Iteration 129Q: 3 clusters Score -2720393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2720394.250000 Penalty: 5182.806641
	Iteration 130Q: 3 clusters Score -2720394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2720392.750000 Penalty: 5182.806641
	Iteration 131Q: 3 clusters Score -2720393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2720395.000000 Penalty: 5182.806641
	Iteration 132Q: 3 clusters Score -2720395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2720398.250000 Penalty: 5182.806641
	Iteration 133Q: 3 clusters Score -2720398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2720397.500000 Penalty: 5182.806641
	Iteration 134Q: 3 clusters Score -2720398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2720397.750000 Penalty: 5182.806641
	Iteration 135Q: 3 clusters Score -2720398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2720397.750000 Penalty: 5182.806641
	Iteration 136F: 3 clusters Score -2720398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (129823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129823 members 
Entering Unmasked Estep 
Score: -10453608.000000 Penalty: 2919.934082
	Iteration 0F: 2 clusters Score -1.045361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -10366866.000000 Penalty: 5839.868164
	Iteration 0F: 3 clusters Score -1.036687e+07 nChanged 61627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -10402052.000000 Penalty: 5839.868164
	Iteration 1F: 3 clusters Score -1.040205e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -10402812.000000 Penalty: 5839.868164
	Iteration 2Q: 3 clusters Score -1.040281e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -10403742.000000 Penalty: 5839.868164
	Iteration 3Q: 3 clusters Score -1.040374e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -10404787.000000 Penalty: 5839.868164
	Iteration 4Q: 3 clusters Score -1.040479e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -10405983.000000 Penalty: 5839.868164
	Iteration 5Q: 3 clusters Score -1.040598e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -10407514.000000 Penalty: 5839.868164
	Iteration 6Q: 3 clusters Score -1.040751e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -10409861.000000 Penalty: 5839.868164
	Iteration 7Q: 3 clusters Score -1.040986e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -10413146.000000 Penalty: 5839.868164
	Iteration 8Q: 3 clusters Score -1.041315e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -10417463.000000 Penalty: 5839.868164
	Iteration 9F: 3 clusters Score -1.041746e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -10422498.000000 Penalty: 5839.868164
	Iteration 10F: 3 clusters Score -1.04225e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -10426371.000000 Penalty: 5839.868164
	Iteration 11F: 3 clusters Score -1.042637e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -10428127.000000 Penalty: 5839.868164
	Iteration 12Q: 3 clusters Score -1.042813e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -10428655.000000 Penalty: 5839.868164
	Iteration 13Q: 3 clusters Score -1.042866e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -10428840.000000 Penalty: 5839.868164
	Iteration 14Q: 3 clusters Score -1.042884e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -10428939.000000 Penalty: 5839.868164
	Iteration 15Q: 3 clusters Score -1.042894e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -10429130.000000 Penalty: 5839.868164
	Iteration 16Q: 3 clusters Score -1.042913e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -10429283.000000 Penalty: 5839.868164
	Iteration 17Q: 3 clusters Score -1.042928e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -10429485.000000 Penalty: 5839.868164
	Iteration 18Q: 3 clusters Score -1.042948e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -10429590.000000 Penalty: 5839.868164
	Iteration 19Q: 3 clusters Score -1.042959e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -10429752.000000 Penalty: 5839.868164
	Iteration 20F: 3 clusters Score -1.042975e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75402 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -10429953.000000 Penalty: 5839.868164
	Iteration 21Q: 3 clusters Score -1.042995e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -10430064.000000 Penalty: 5839.868164
	Iteration 22Q: 3 clusters Score -1.043006e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -10430193.000000 Penalty: 5839.868164
	Iteration 23Q: 3 clusters Score -1.043019e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -10430374.000000 Penalty: 5839.868164
	Iteration 24Q: 3 clusters Score -1.043037e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -10430655.000000 Penalty: 5839.868164
	Iteration 25Q: 3 clusters Score -1.043066e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -10430853.000000 Penalty: 5839.868164
	Iteration 26Q: 3 clusters Score -1.043085e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -10431141.000000 Penalty: 5839.868164
	Iteration 27Q: 3 clusters Score -1.043114e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -10431424.000000 Penalty: 5839.868164
	Iteration 28Q: 3 clusters Score -1.043142e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -10431833.000000 Penalty: 5839.868164
	Iteration 29Q: 3 clusters Score -1.043183e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -10432245.000000 Penalty: 5839.868164
	Iteration 30Q: 3 clusters Score -1.043224e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -10432745.000000 Penalty: 5839.868164
	Iteration 31Q: 3 clusters Score -1.043274e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -10433303.000000 Penalty: 5839.868164
	Iteration 32Q: 3 clusters Score -1.04333e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -10433994.000000 Penalty: 5839.868164
	Iteration 33Q: 3 clusters Score -1.043399e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -10434878.000000 Penalty: 5839.868164
	Iteration 34Q: 3 clusters Score -1.043488e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96960 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -10435740.000000 Penalty: 5839.868164
	Iteration 35Q: 3 clusters Score -1.043574e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -10436609.000000 Penalty: 5839.868164
	Iteration 36Q: 3 clusters Score -1.043661e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -10437456.000000 Penalty: 5839.868164
	Iteration 37Q: 3 clusters Score -1.043746e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -10438410.000000 Penalty: 5839.868164
	Iteration 38Q: 3 clusters Score -1.043841e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -10439322.000000 Penalty: 5839.868164
	Iteration 39Q: 3 clusters Score -1.043932e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -10440281.000000 Penalty: 5839.868164
	Iteration 40F: 3 clusters Score -1.044028e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -10441443.000000 Penalty: 5839.868164
	Iteration 41Q: 3 clusters Score -1.044144e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -10442434.000000 Penalty: 5839.868164
	Iteration 42Q: 3 clusters Score -1.044243e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115222 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -10443541.000000 Penalty: 5839.868164
	Iteration 43Q: 3 clusters Score -1.044354e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117288 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -10444675.000000 Penalty: 5839.868164
	Iteration 44Q: 3 clusters Score -1.044468e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119217 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -10445689.000000 Penalty: 5839.868164
	Iteration 45Q: 3 clusters Score -1.044569e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -10446658.000000 Penalty: 5839.868164
	Iteration 46Q: 3 clusters Score -1.044666e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -10447596.000000 Penalty: 5839.868164
	Iteration 47Q: 3 clusters Score -1.04476e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123989 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -10448462.000000 Penalty: 5839.868164
	Iteration 48Q: 3 clusters Score -1.044846e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10449170.000000 Penalty: 5839.868164
	Iteration 49Q: 3 clusters Score -1.044917e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126037 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10449741.000000 Penalty: 5839.868164
	Iteration 50Q: 3 clusters Score -1.044974e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10450239.000000 Penalty: 5839.868164
	Iteration 51Q: 3 clusters Score -1.045024e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127328 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10450602.000000 Penalty: 5839.868164
	Iteration 52Q: 3 clusters Score -1.04506e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10450828.000000 Penalty: 5839.868164
	Iteration 53Q: 3 clusters Score -1.045083e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10451052.000000 Penalty: 5839.868164
	Iteration 54Q: 3 clusters Score -1.045105e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128219 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10451248.000000 Penalty: 5839.868164
	Iteration 55Q: 3 clusters Score -1.045125e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10451376.000000 Penalty: 5839.868164
	Iteration 56Q: 3 clusters Score -1.045138e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10451450.000000 Penalty: 5839.868164
	Iteration 57Q: 3 clusters Score -1.045145e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10451530.000000 Penalty: 5839.868164
	Iteration 58Q: 3 clusters Score -1.045153e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10451592.000000 Penalty: 5839.868164
	Iteration 59Q: 3 clusters Score -1.045159e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10451650.000000 Penalty: 5839.868164
	Iteration 60F: 3 clusters Score -1.045165e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128696 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10451682.000000 Penalty: 5839.868164
	Iteration 61Q: 3 clusters Score -1.045168e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10451714.000000 Penalty: 5839.868164
	Iteration 62Q: 3 clusters Score -1.045171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128731 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10451733.000000 Penalty: 5839.868164
	Iteration 63Q: 3 clusters Score -1.045173e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10451760.000000 Penalty: 5839.868164
	Iteration 64Q: 3 clusters Score -1.045176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10451772.000000 Penalty: 5839.868164
	Iteration 65Q: 3 clusters Score -1.045177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128758 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10451806.000000 Penalty: 5839.868164
	Iteration 66Q: 3 clusters Score -1.045181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10451822.000000 Penalty: 5839.868164
	Iteration 67Q: 3 clusters Score -1.045182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128767 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10451806.000000 Penalty: 5839.868164
	Iteration 68Q: 3 clusters Score -1.045181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10451817.000000 Penalty: 5839.868164
	Iteration 69Q: 3 clusters Score -1.045182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10451812.000000 Penalty: 5839.868164
	Iteration 70Q: 3 clusters Score -1.045181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10451819.000000 Penalty: 5839.868164
	Iteration 71Q: 3 clusters Score -1.045182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10451814.000000 Penalty: 5839.868164
	Iteration 72Q: 3 clusters Score -1.045181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10451824.000000 Penalty: 5839.868164
	Iteration 73Q: 3 clusters Score -1.045182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -10451818.000000 Penalty: 5839.868164
	Iteration 74Q: 3 clusters Score -1.045182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128776 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10451819.000000 Penalty: 5839.868164
	Iteration 75Q: 3 clusters Score -1.045182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10451834.000000 Penalty: 5839.868164
	Iteration 76Q: 3 clusters Score -1.045183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128779 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10451839.000000 Penalty: 5839.868164
	Iteration 77Q: 3 clusters Score -1.045184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10451837.000000 Penalty: 5839.868164
	Iteration 78Q: 3 clusters Score -1.045184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128778 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10451837.000000 Penalty: 5839.868164
	Iteration 79F: 3 clusters Score -1.045184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -616647.562500 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -616647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -610271.375000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -610271.4 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -612122.250000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -612122.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -612556.937500 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -612556.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -612924.250000 Penalty: 4454.415039
	Iteration 3F: 3 clusters Score -612924.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -613256.937500 Penalty: 4454.415039
	Iteration 4F: 3 clusters Score -613256.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -613528.812500 Penalty: 4454.415039
	Iteration 5F: 3 clusters Score -613528.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -613784.250000 Penalty: 4454.415039
	Iteration 6Q: 3 clusters Score -613784.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -614041.437500 Penalty: 4454.415039
	Iteration 7Q: 3 clusters Score -614041.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -614273.937500 Penalty: 4454.415039
	Iteration 8Q: 3 clusters Score -614273.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -614475.875000 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -614475.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -614632.312500 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -614632.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -614793.000000 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -614793 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -614943.562500 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -614943.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -615110.312500 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -615110.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -615237.812500 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -615237.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -615356.562500 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -615356.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -615479.687500 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -615479.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -615608.250000 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -615608.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -615696.562500 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -615696.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -615742.812500 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -615742.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -615776.312500 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -615776.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -615810.250000 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -615810.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -615837.875000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -615837.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -615876.312500 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -615876.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -615922.687500 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -615922.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -615986.937500 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -615986.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -616114.562500 Penalty: 4454.415039
	Iteration 26Q: 3 clusters Score -616114.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -616363.875000 Penalty: 4454.415039
	Iteration 27Q: 3 clusters Score -616363.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -616744.250000 Penalty: 4454.415039
	Iteration 28Q: 3 clusters Score -616744.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -616945.750000 Penalty: 4454.415039
	Iteration 29Q: 3 clusters Score -616945.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -617008.062500 Penalty: 4454.415039
	Iteration 30Q: 3 clusters Score -617008.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -617044.312500 Penalty: 4454.415039
	Iteration 31Q: 3 clusters Score -617044.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -617068.875000 Penalty: 4454.415039
	Iteration 32Q: 3 clusters Score -617068.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -617094.000000 Penalty: 4454.415039
	Iteration 33Q: 3 clusters Score -617094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -617117.000000 Penalty: 4454.415039
	Iteration 34Q: 3 clusters Score -617117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -617137.687500 Penalty: 4454.415039
	Iteration 35Q: 3 clusters Score -617137.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -617173.187500 Penalty: 4454.415039
	Iteration 36Q: 3 clusters Score -617173.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -617220.750000 Penalty: 4454.415039
	Iteration 37Q: 3 clusters Score -617220.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -617282.687500 Penalty: 4454.415039
	Iteration 38Q: 3 clusters Score -617282.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -617355.875000 Penalty: 4454.415039
	Iteration 39Q: 3 clusters Score -617355.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -617451.375000 Penalty: 4454.415039
	Iteration 40F: 3 clusters Score -617451.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -617597.125000 Penalty: 4454.415039
	Iteration 41Q: 3 clusters Score -617597.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -617813.250000 Penalty: 4454.415039
	Iteration 42Q: 3 clusters Score -617813.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -618183.562500 Penalty: 4454.415039
	Iteration 43Q: 3 clusters Score -618183.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -618913.062500 Penalty: 4454.415039
	Iteration 44Q: 3 clusters Score -618913.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -619677.750000 Penalty: 4454.415039
	Iteration 45Q: 3 clusters Score -619677.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -619843.937500 Penalty: 4454.415039
	Iteration 46Q: 3 clusters Score -619843.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -619870.437500 Penalty: 4454.415039
	Iteration 47Q: 3 clusters Score -619870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -619873.312500 Penalty: 4454.415039
	Iteration 48Q: 3 clusters Score -619873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -619871.812500 Penalty: 4454.415039
	Iteration 49Q: 3 clusters Score -619871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -619874.562500 Penalty: 4454.415039
	Iteration 50Q: 3 clusters Score -619874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -619874.562500 Penalty: 4454.415039
	Iteration 51F: 3 clusters Score -619874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Entering Unmasked Estep 
Score: -150776336.000000 Penalty: 207010.796875
Splitting cluster 18 changes total score from -150772976.000000 to -150776336.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 19 (9625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Entering Unmasked Estep 
Score: -652285.625000 Penalty: 2274.685547
	Iteration 0F: 2 clusters Score -652285.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -644846.562500 Penalty: 4549.371094
	Iteration 0F: 3 clusters Score -644846.6 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -647444.187500 Penalty: 4549.371094
	Iteration 1F: 3 clusters Score -647444.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -648108.625000 Penalty: 4549.371094
	Iteration 2F: 3 clusters Score -648108.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -648674.687500 Penalty: 4549.371094
	Iteration 3F: 3 clusters Score -648674.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -649138.500000 Penalty: 4549.371094
	Iteration 4F: 3 clusters Score -649138.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -649520.375000 Penalty: 4549.371094
	Iteration 5F: 3 clusters Score -649520.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -649850.500000 Penalty: 4549.371094
	Iteration 6Q: 3 clusters Score -649850.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -650106.750000 Penalty: 4549.371094
	Iteration 7Q: 3 clusters Score -650106.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -650323.375000 Penalty: 4549.371094
	Iteration 8Q: 3 clusters Score -650323.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -650482.687500 Penalty: 4549.371094
	Iteration 9Q: 3 clusters Score -650482.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -650627.375000 Penalty: 4549.371094
	Iteration 10Q: 3 clusters Score -650627.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -650758.062500 Penalty: 4549.371094
	Iteration 11Q: 3 clusters Score -650758.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -650873.437500 Penalty: 4549.371094
	Iteration 12Q: 3 clusters Score -650873.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -650973.812500 Penalty: 4549.371094
	Iteration 13Q: 3 clusters Score -650973.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -651084.625000 Penalty: 4549.371094
	Iteration 14Q: 3 clusters Score -651084.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -651189.375000 Penalty: 4549.371094
	Iteration 15Q: 3 clusters Score -651189.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -651283.750000 Penalty: 4549.371094
	Iteration 16Q: 3 clusters Score -651283.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -651386.812500 Penalty: 4549.371094
	Iteration 17Q: 3 clusters Score -651386.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -651507.687500 Penalty: 4549.371094
	Iteration 18Q: 3 clusters Score -651507.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -651660.812500 Penalty: 4549.371094
	Iteration 19Q: 3 clusters Score -651660.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -651840.937500 Penalty: 4549.371094
	Iteration 20F: 3 clusters Score -651840.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -652066.000000 Penalty: 4549.371094
	Iteration 21Q: 3 clusters Score -652066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -652274.812500 Penalty: 4549.371094
	Iteration 22Q: 3 clusters Score -652274.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -652427.500000 Penalty: 4549.371094
	Iteration 23Q: 3 clusters Score -652427.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -652493.625000 Penalty: 4549.371094
	Iteration 24Q: 3 clusters Score -652493.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -652538.562500 Penalty: 4549.371094
	Iteration 25Q: 3 clusters Score -652538.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -652578.750000 Penalty: 4549.371094
	Iteration 26Q: 3 clusters Score -652578.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -652605.000000 Penalty: 4549.371094
	Iteration 27Q: 3 clusters Score -652605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -652630.812500 Penalty: 4549.371094
	Iteration 28Q: 3 clusters Score -652630.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -652652.000000 Penalty: 4549.371094
	Iteration 29Q: 3 clusters Score -652652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -652673.375000 Penalty: 4549.371094
	Iteration 30Q: 3 clusters Score -652673.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -652696.437500 Penalty: 4549.371094
	Iteration 31Q: 3 clusters Score -652696.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -652727.812500 Penalty: 4549.371094
	Iteration 32Q: 3 clusters Score -652727.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -652753.625000 Penalty: 4549.371094
	Iteration 33Q: 3 clusters Score -652753.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -652787.062500 Penalty: 4549.371094
	Iteration 34Q: 3 clusters Score -652787.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -652834.562500 Penalty: 4549.371094
	Iteration 35Q: 3 clusters Score -652834.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -652880.750000 Penalty: 4549.371094
	Iteration 36Q: 3 clusters Score -652880.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -652934.750000 Penalty: 4549.371094
	Iteration 37Q: 3 clusters Score -652934.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -652972.437500 Penalty: 4549.371094
	Iteration 38Q: 3 clusters Score -652972.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -652989.750000 Penalty: 4549.371094
	Iteration 39Q: 3 clusters Score -652989.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -653003.250000 Penalty: 4549.371094
	Iteration 40F: 3 clusters Score -653003.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -653006.000000 Penalty: 4549.371094
	Iteration 41Q: 3 clusters Score -653006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -653008.937500 Penalty: 4549.371094
	Iteration 42Q: 3 clusters Score -653008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -653013.625000 Penalty: 4549.371094
	Iteration 43Q: 3 clusters Score -653013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -653011.875000 Penalty: 4549.371094
	Iteration 44Q: 3 clusters Score -653011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -653014.312500 Penalty: 4549.371094
	Iteration 45Q: 3 clusters Score -653014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -653014.312500 Penalty: 4549.371094
	Iteration 46F: 3 clusters Score -653014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3459 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Entering Unmasked Estep 
Score: -150775760.000000 Penalty: 210579.953125
Splitting cluster 19 changes total score from -150772976.000000 to -150775760.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 20 (3459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Entering Unmasked Estep 
Score: -231907.796875 Penalty: 2020.886230
	Iteration 0F: 2 clusters Score -231907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -228414.046875 Penalty: 4041.772461
	Iteration 0F: 3 clusters Score -228414 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -229333.000000 Penalty: 4041.772461
	Iteration 1F: 3 clusters Score -229333 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -229768.437500 Penalty: 4041.772461
	Iteration 2F: 3 clusters Score -229768.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -230371.171875 Penalty: 4041.772461
	Iteration 3F: 3 clusters Score -230371.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -231076.484375 Penalty: 4041.772461
	Iteration 4F: 3 clusters Score -231076.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -231646.343750 Penalty: 4041.772461
	Iteration 5F: 3 clusters Score -231646.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -232036.328125 Penalty: 4041.772461
	Iteration 6F: 3 clusters Score -232036.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -232225.296875 Penalty: 4041.772461
	Iteration 7Q: 3 clusters Score -232225.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -232300.000000 Penalty: 4041.772461
	Iteration 8Q: 3 clusters Score -232300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -232325.375000 Penalty: 4041.772461
	Iteration 9Q: 3 clusters Score -232325.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -232339.640625 Penalty: 4041.772461
	Iteration 10Q: 3 clusters Score -232339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -232350.812500 Penalty: 4041.772461
	Iteration 11Q: 3 clusters Score -232350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -232353.921875 Penalty: 4041.772461
	Iteration 12Q: 3 clusters Score -232353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -232355.359375 Penalty: 4041.772461
	Iteration 13Q: 3 clusters Score -232355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -232356.843750 Penalty: 4041.772461
	Iteration 14Q: 3 clusters Score -232356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -232357.218750 Penalty: 4041.772461
	Iteration 15Q: 3 clusters Score -232357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -232358.140625 Penalty: 4041.772461
	Iteration 16Q: 3 clusters Score -232358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -232359.859375 Penalty: 4041.772461
	Iteration 17Q: 3 clusters Score -232359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -232360.593750 Penalty: 4041.772461
	Iteration 18Q: 3 clusters Score -232360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -232361.109375 Penalty: 4041.772461
	Iteration 19Q: 3 clusters Score -232361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -232361.703125 Penalty: 4041.772461
	Iteration 20F: 3 clusters Score -232361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 25278 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Entering Unmasked Estep 
Score: -150774288.000000 Penalty: 214149.109375
Splitting cluster 20 changes total score from -150772976.000000 to -150774288.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 21 (144915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144915 members 
Entering Unmasked Estep 
Score: -14189644.000000 Penalty: 2947.207764
	Iteration 0F: 2 clusters Score -1.418964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -14100992.000000 Penalty: 5894.415527
	Iteration 0F: 3 clusters Score -1.410099e+07 nChanged 69336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -14141147.000000 Penalty: 5894.415527
	Iteration 1F: 3 clusters Score -1.414115e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -14142345.000000 Penalty: 5894.415527
	Iteration 2Q: 3 clusters Score -1.414234e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -14143602.000000 Penalty: 5894.415527
	Iteration 3Q: 3 clusters Score -1.41436e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -14145290.000000 Penalty: 5894.415527
	Iteration 4Q: 3 clusters Score -1.414529e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 69392 members 
Entering Unmasked Estep 
Score: -14147370.000000 Penalty: 5894.415527
	Iteration 5Q: 3 clusters Score -1.414737e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -14149871.000000 Penalty: 5894.415527
	Iteration 6Q: 3 clusters Score -1.414987e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -14152956.000000 Penalty: 5894.415527
	Iteration 7Q: 3 clusters Score -1.415296e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -14156700.000000 Penalty: 5894.415527
	Iteration 8F: 3 clusters Score -1.41567e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -14161134.000000 Penalty: 5894.415527
	Iteration 9F: 3 clusters Score -1.416113e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -14166123.000000 Penalty: 5894.415527
	Iteration 10F: 3 clusters Score -1.416612e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -14170643.000000 Penalty: 5894.415527
	Iteration 11F: 3 clusters Score -1.417064e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -14173918.000000 Penalty: 5894.415527
	Iteration 12Q: 3 clusters Score -1.417392e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -14175968.000000 Penalty: 5894.415527
	Iteration 13Q: 3 clusters Score -1.417597e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -14177214.000000 Penalty: 5894.415527
	Iteration 14Q: 3 clusters Score -1.417721e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -14178284.000000 Penalty: 5894.415527
	Iteration 15Q: 3 clusters Score -1.417828e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -14179539.000000 Penalty: 5894.415527
	Iteration 16Q: 3 clusters Score -1.417954e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -14180647.000000 Penalty: 5894.415527
	Iteration 17Q: 3 clusters Score -1.418065e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -14181756.000000 Penalty: 5894.415527
	Iteration 18Q: 3 clusters Score -1.418176e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -14182981.000000 Penalty: 5894.415527
	Iteration 19Q: 3 clusters Score -1.418298e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -14184041.000000 Penalty: 5894.415527
	Iteration 20F: 3 clusters Score -1.418404e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -14185030.000000 Penalty: 5894.415527
	Iteration 21Q: 3 clusters Score -1.418503e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -14185758.000000 Penalty: 5894.415527
	Iteration 22Q: 3 clusters Score -1.418576e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129056 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -14186408.000000 Penalty: 5894.415527
	Iteration 23Q: 3 clusters Score -1.418641e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -14186936.000000 Penalty: 5894.415527
	Iteration 24Q: 3 clusters Score -1.418694e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -14187289.000000 Penalty: 5894.415527
	Iteration 25Q: 3 clusters Score -1.418729e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134882 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -14187606.000000 Penalty: 5894.415527
	Iteration 26Q: 3 clusters Score -1.418761e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -14187817.000000 Penalty: 5894.415527
	Iteration 27Q: 3 clusters Score -1.418782e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -14187896.000000 Penalty: 5894.415527
	Iteration 28Q: 3 clusters Score -1.41879e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138513 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -14188003.000000 Penalty: 5894.415527
	Iteration 29Q: 3 clusters Score -1.4188e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -14188015.000000 Penalty: 5894.415527
	Iteration 30Q: 3 clusters Score -1.418802e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140067 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -14188061.000000 Penalty: 5894.415527
	Iteration 31Q: 3 clusters Score -1.418806e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -14187997.000000 Penalty: 5894.415527
	Iteration 32Q: 3 clusters Score -1.4188e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -14187978.000000 Penalty: 5894.415527
	Iteration 33Q: 3 clusters Score -1.418798e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141515 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -14187866.000000 Penalty: 5894.415527
	Iteration 34Q: 3 clusters Score -1.418787e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -14187908.000000 Penalty: 5894.415527
	Iteration 35Q: 3 clusters Score -1.418791e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -14187821.000000 Penalty: 5894.415527
	Iteration 36Q: 3 clusters Score -1.418782e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -14187855.000000 Penalty: 5894.415527
	Iteration 37Q: 3 clusters Score -1.418786e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142486 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14187897.000000 Penalty: 5894.415527
	Iteration 38Q: 3 clusters Score -1.41879e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142640 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -14187893.000000 Penalty: 5894.415527
	Iteration 39Q: 3 clusters Score -1.418789e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14187928.000000 Penalty: 5894.415527
	Iteration 40F: 3 clusters Score -1.418793e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14187905.000000 Penalty: 5894.415527
	Iteration 41Q: 3 clusters Score -1.41879e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142903 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -14187897.000000 Penalty: 5894.415527
	Iteration 42Q: 3 clusters Score -1.41879e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -14187914.000000 Penalty: 5894.415527
	Iteration 43Q: 3 clusters Score -1.418791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -14187895.000000 Penalty: 5894.415527
	Iteration 44Q: 3 clusters Score -1.41879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -14187907.000000 Penalty: 5894.415527
	Iteration 45Q: 3 clusters Score -1.418791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -14187928.000000 Penalty: 5894.415527
	Iteration 46Q: 3 clusters Score -1.418793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143062 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14187926.000000 Penalty: 5894.415527
	Iteration 47Q: 3 clusters Score -1.418793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -14187912.000000 Penalty: 5894.415527
	Iteration 48Q: 3 clusters Score -1.418791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14187916.000000 Penalty: 5894.415527
	Iteration 49Q: 3 clusters Score -1.418792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -14187921.000000 Penalty: 5894.415527
	Iteration 50Q: 3 clusters Score -1.418792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -14187926.000000 Penalty: 5894.415527
	Iteration 51Q: 3 clusters Score -1.418793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143118 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -14187939.000000 Penalty: 5894.415527
	Iteration 52Q: 3 clusters Score -1.418794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -14187939.000000 Penalty: 5894.415527
	Iteration 53Q: 3 clusters Score -1.418794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14187928.000000 Penalty: 5894.415527
	Iteration 54Q: 3 clusters Score -1.418793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -14187937.000000 Penalty: 5894.415527
	Iteration 55Q: 3 clusters Score -1.418794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143169 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14187925.000000 Penalty: 5894.415527
	Iteration 56Q: 3 clusters Score -1.418792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143180 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -14187942.000000 Penalty: 5894.415527
	Iteration 57Q: 3 clusters Score -1.418794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14187943.000000 Penalty: 5894.415527
	Iteration 58Q: 3 clusters Score -1.418794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -14187954.000000 Penalty: 5894.415527
	Iteration 59Q: 3 clusters Score -1.418795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -14187931.000000 Penalty: 5894.415527
	Iteration 60F: 3 clusters Score -1.418793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143204 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -14187940.000000 Penalty: 5894.415527
	Iteration 61Q: 3 clusters Score -1.418794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143208 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -14187939.000000 Penalty: 5894.415527
	Iteration 62Q: 3 clusters Score -1.418794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -14187937.000000 Penalty: 5894.415527
	Iteration 63Q: 3 clusters Score -1.418794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -14187947.000000 Penalty: 5894.415527
	Iteration 64Q: 3 clusters Score -1.418795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -14187946.000000 Penalty: 5894.415527
	Iteration 65Q: 3 clusters Score -1.418795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143218 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -14187948.000000 Penalty: 5894.415527
	Iteration 66Q: 3 clusters Score -1.418795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -14187937.000000 Penalty: 5894.415527
	Iteration 67Q: 3 clusters Score -1.418794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -14187946.000000 Penalty: 5894.415527
	Iteration 68Q: 3 clusters Score -1.418795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14187941.000000 Penalty: 5894.415527
	Iteration 69Q: 3 clusters Score -1.418794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14187935.000000 Penalty: 5894.415527
	Iteration 70Q: 3 clusters Score -1.418794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -14187942.000000 Penalty: 5894.415527
	Iteration 71Q: 3 clusters Score -1.418794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -14187949.000000 Penalty: 5894.415527
	Iteration 72Q: 3 clusters Score -1.418795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143231 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -14187943.000000 Penalty: 5894.415527
	Iteration 73Q: 3 clusters Score -1.418794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143232 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -14187947.000000 Penalty: 5894.415527
	Iteration 74Q: 3 clusters Score -1.418795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -14187940.000000 Penalty: 5894.415527
	Iteration 75Q: 3 clusters Score -1.418794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14187941.000000 Penalty: 5894.415527
	Iteration 76Q: 3 clusters Score -1.418794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14187941.000000 Penalty: 5894.415527
	Iteration 77F: 3 clusters Score -1.418794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Entering Unmasked Estep 
Score: -1867856.000000 Penalty: 2514.146973
	Iteration 0F: 2 clusters Score -1867856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1850332.875000 Penalty: 5028.293945
	Iteration 0F: 3 clusters Score -1850333 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1857421.250000 Penalty: 5028.293945
	Iteration 1F: 3 clusters Score -1857421 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1858988.250000 Penalty: 5028.293945
	Iteration 2F: 3 clusters Score -1858988 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1860888.625000 Penalty: 5028.293945
	Iteration 3F: 3 clusters Score -1860889 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1862628.875000 Penalty: 5028.293945
	Iteration 4F: 3 clusters Score -1862629 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1863988.625000 Penalty: 5028.293945
	Iteration 5F: 3 clusters Score -1863989 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1864936.375000 Penalty: 5028.293945
	Iteration 6F: 3 clusters Score -1864936 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1865565.000000 Penalty: 5028.293945
	Iteration 7Q: 3 clusters Score -1865565 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1866104.625000 Penalty: 5028.293945
	Iteration 8Q: 3 clusters Score -1866105 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1866523.625000 Penalty: 5028.293945
	Iteration 9Q: 3 clusters Score -1866524 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1866824.875000 Penalty: 5028.293945
	Iteration 10Q: 3 clusters Score -1866825 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1867053.000000 Penalty: 5028.293945
	Iteration 11Q: 3 clusters Score -1867053 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1867245.625000 Penalty: 5028.293945
	Iteration 12Q: 3 clusters Score -1867246 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1867427.875000 Penalty: 5028.293945
	Iteration 13Q: 3 clusters Score -1867428 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1867593.625000 Penalty: 5028.293945
	Iteration 14Q: 3 clusters Score -1867594 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1867746.500000 Penalty: 5028.293945
	Iteration 15Q: 3 clusters Score -1867746 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1867874.875000 Penalty: 5028.293945
	Iteration 16Q: 3 clusters Score -1867875 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1867999.375000 Penalty: 5028.293945
	Iteration 17Q: 3 clusters Score -1867999 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1868088.750000 Penalty: 5028.293945
	Iteration 18Q: 3 clusters Score -1868089 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1868173.625000 Penalty: 5028.293945
	Iteration 19Q: 3 clusters Score -1868174 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1868244.875000 Penalty: 5028.293945
	Iteration 20F: 3 clusters Score -1868245 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1868310.375000 Penalty: 5028.293945
	Iteration 21Q: 3 clusters Score -1868310 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1868362.250000 Penalty: 5028.293945
	Iteration 22Q: 3 clusters Score -1868362 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1868391.000000 Penalty: 5028.293945
	Iteration 23Q: 3 clusters Score -1868391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1868435.375000 Penalty: 5028.293945
	Iteration 24Q: 3 clusters Score -1868435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1868449.500000 Penalty: 5028.293945
	Iteration 25Q: 3 clusters Score -1868450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1868462.625000 Penalty: 5028.293945
	Iteration 26Q: 3 clusters Score -1868463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1868477.750000 Penalty: 5028.293945
	Iteration 27Q: 3 clusters Score -1868478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1868496.000000 Penalty: 5028.293945
	Iteration 28Q: 3 clusters Score -1868496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1868508.625000 Penalty: 5028.293945
	Iteration 29Q: 3 clusters Score -1868509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1868508.250000 Penalty: 5028.293945
	Iteration 30Q: 3 clusters Score -1868508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1868516.125000 Penalty: 5028.293945
	Iteration 31Q: 3 clusters Score -1868516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1868520.375000 Penalty: 5028.293945
	Iteration 32Q: 3 clusters Score -1868520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1868528.875000 Penalty: 5028.293945
	Iteration 33Q: 3 clusters Score -1868529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1868535.750000 Penalty: 5028.293945
	Iteration 34Q: 3 clusters Score -1868536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1868535.625000 Penalty: 5028.293945
	Iteration 35Q: 3 clusters Score -1868536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1868533.250000 Penalty: 5028.293945
	Iteration 36Q: 3 clusters Score -1868533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1868531.375000 Penalty: 5028.293945
	Iteration 37Q: 3 clusters Score -1868531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1868536.875000 Penalty: 5028.293945
	Iteration 38Q: 3 clusters Score -1868537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1868538.750000 Penalty: 5028.293945
	Iteration 39Q: 3 clusters Score -1868539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1868538.500000 Penalty: 5028.293945
	Iteration 40F: 3 clusters Score -1868538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1868537.125000 Penalty: 5028.293945
	Iteration 41Q: 3 clusters Score -1868537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1868543.125000 Penalty: 5028.293945
	Iteration 42Q: 3 clusters Score -1868543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1868540.375000 Penalty: 5028.293945
	Iteration 43Q: 3 clusters Score -1868540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1868540.375000 Penalty: 5028.293945
	Iteration 44F: 3 clusters Score -1868540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Entering Unmasked Estep 
Score: -150774528.000000 Penalty: 217718.250000
Splitting cluster 22 changes total score from -150772976.000000 to -150774528.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 23 (8292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Entering Unmasked Estep 
Score: -646798.062500 Penalty: 2237.715576
	Iteration 0F: 2 clusters Score -646798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -640131.625000 Penalty: 4475.431152
	Iteration 0F: 3 clusters Score -640131.6 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -641953.187500 Penalty: 4475.431152
	Iteration 1F: 3 clusters Score -641953.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -642273.000000 Penalty: 4475.431152
	Iteration 2F: 3 clusters Score -642273 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -642571.062500 Penalty: 4475.431152
	Iteration 3F: 3 clusters Score -642571.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -642851.375000 Penalty: 4475.431152
	Iteration 4F: 3 clusters Score -642851.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -643089.500000 Penalty: 4475.431152
	Iteration 5Q: 3 clusters Score -643089.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -643304.625000 Penalty: 4475.431152
	Iteration 6Q: 3 clusters Score -643304.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -643489.062500 Penalty: 4475.431152
	Iteration 7Q: 3 clusters Score -643489.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -643694.625000 Penalty: 4475.431152
	Iteration 8Q: 3 clusters Score -643694.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -643879.937500 Penalty: 4475.431152
	Iteration 9Q: 3 clusters Score -643879.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -644031.937500 Penalty: 4475.431152
	Iteration 10Q: 3 clusters Score -644031.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -644176.750000 Penalty: 4475.431152
	Iteration 11Q: 3 clusters Score -644176.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -644334.250000 Penalty: 4475.431152
	Iteration 12Q: 3 clusters Score -644334.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -644467.750000 Penalty: 4475.431152
	Iteration 13Q: 3 clusters Score -644467.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -644609.812500 Penalty: 4475.431152
	Iteration 14Q: 3 clusters Score -644609.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -644742.937500 Penalty: 4475.431152
	Iteration 15Q: 3 clusters Score -644742.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -644880.187500 Penalty: 4475.431152
	Iteration 16Q: 3 clusters Score -644880.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -644992.937500 Penalty: 4475.431152
	Iteration 17Q: 3 clusters Score -644992.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -645077.250000 Penalty: 4475.431152
	Iteration 18Q: 3 clusters Score -645077.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -645166.062500 Penalty: 4475.431152
	Iteration 19Q: 3 clusters Score -645166.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -645256.500000 Penalty: 4475.431152
	Iteration 20F: 3 clusters Score -645256.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -645326.937500 Penalty: 4475.431152
	Iteration 21Q: 3 clusters Score -645326.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -645386.250000 Penalty: 4475.431152
	Iteration 22Q: 3 clusters Score -645386.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -645443.562500 Penalty: 4475.431152
	Iteration 23Q: 3 clusters Score -645443.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -645484.562500 Penalty: 4475.431152
	Iteration 24Q: 3 clusters Score -645484.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -645520.250000 Penalty: 4475.431152
	Iteration 25Q: 3 clusters Score -645520.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -645548.125000 Penalty: 4475.431152
	Iteration 26Q: 3 clusters Score -645548.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -645571.625000 Penalty: 4475.431152
	Iteration 27Q: 3 clusters Score -645571.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -645592.250000 Penalty: 4475.431152
	Iteration 28Q: 3 clusters Score -645592.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -645606.875000 Penalty: 4475.431152
	Iteration 29Q: 3 clusters Score -645606.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -645619.500000 Penalty: 4475.431152
	Iteration 30Q: 3 clusters Score -645619.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -645630.687500 Penalty: 4475.431152
	Iteration 31Q: 3 clusters Score -645630.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -645637.750000 Penalty: 4475.431152
	Iteration 32Q: 3 clusters Score -645637.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -645645.750000 Penalty: 4475.431152
	Iteration 33Q: 3 clusters Score -645645.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -645654.687500 Penalty: 4475.431152
	Iteration 34Q: 3 clusters Score -645654.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -645662.562500 Penalty: 4475.431152
	Iteration 35Q: 3 clusters Score -645662.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -645667.687500 Penalty: 4475.431152
	Iteration 36Q: 3 clusters Score -645667.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -645671.937500 Penalty: 4475.431152
	Iteration 37Q: 3 clusters Score -645671.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -645675.562500 Penalty: 4475.431152
	Iteration 38Q: 3 clusters Score -645675.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -645681.375000 Penalty: 4475.431152
	Iteration 39Q: 3 clusters Score -645681.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -645685.375000 Penalty: 4475.431152
	Iteration 40F: 3 clusters Score -645685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -645690.750000 Penalty: 4475.431152
	Iteration 41Q: 3 clusters Score -645690.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -645694.875000 Penalty: 4475.431152
	Iteration 42Q: 3 clusters Score -645694.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -645697.500000 Penalty: 4475.431152
	Iteration 43Q: 3 clusters Score -645697.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -645701.062500 Penalty: 4475.431152
	Iteration 44Q: 3 clusters Score -645701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -645705.250000 Penalty: 4475.431152
	Iteration 45Q: 3 clusters Score -645705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -645708.437500 Penalty: 4475.431152
	Iteration 46Q: 3 clusters Score -645708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -645709.500000 Penalty: 4475.431152
	Iteration 47Q: 3 clusters Score -645709.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -645712.187500 Penalty: 4475.431152
	Iteration 48Q: 3 clusters Score -645712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -645710.312500 Penalty: 4475.431152
	Iteration 49Q: 3 clusters Score -645710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -645713.812500 Penalty: 4475.431152
	Iteration 50Q: 3 clusters Score -645713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -645713.500000 Penalty: 4475.431152
	Iteration 51Q: 3 clusters Score -645713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -645712.312500 Penalty: 4475.431152
	Iteration 52Q: 3 clusters Score -645712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -645716.500000 Penalty: 4475.431152
	Iteration 53Q: 3 clusters Score -645716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -645713.937500 Penalty: 4475.431152
	Iteration 54Q: 3 clusters Score -645713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -645715.625000 Penalty: 4475.431152
	Iteration 55Q: 3 clusters Score -645715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -645715.125000 Penalty: 4475.431152
	Iteration 56Q: 3 clusters Score -645715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -645715.562500 Penalty: 4475.431152
	Iteration 57Q: 3 clusters Score -645715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -645716.187500 Penalty: 4475.431152
	Iteration 58Q: 3 clusters Score -645716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -645717.062500 Penalty: 4475.431152
	Iteration 59Q: 3 clusters Score -645717.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -645718.500000 Penalty: 4475.431152
	Iteration 60F: 3 clusters Score -645718.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -645724.437500 Penalty: 4475.431152
	Iteration 61Q: 3 clusters Score -645724.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -645728.375000 Penalty: 4475.431152
	Iteration 62Q: 3 clusters Score -645728.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -645730.375000 Penalty: 4475.431152
	Iteration 63Q: 3 clusters Score -645730.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -645733.625000 Penalty: 4475.431152
	Iteration 64Q: 3 clusters Score -645733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -645737.625000 Penalty: 4475.431152
	Iteration 65Q: 3 clusters Score -645737.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -645742.312500 Penalty: 4475.431152
	Iteration 66Q: 3 clusters Score -645742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -645741.437500 Penalty: 4475.431152
	Iteration 67Q: 3 clusters Score -645741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -645742.187500 Penalty: 4475.431152
	Iteration 68Q: 3 clusters Score -645742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -645742.375000 Penalty: 4475.431152
	Iteration 69Q: 3 clusters Score -645742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -645743.750000 Penalty: 4475.431152
	Iteration 70Q: 3 clusters Score -645743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -645742.500000 Penalty: 4475.431152
	Iteration 71Q: 3 clusters Score -645742.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -645742.375000 Penalty: 4475.431152
	Iteration 72Q: 3 clusters Score -645742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -645744.125000 Penalty: 4475.431152
	Iteration 73Q: 3 clusters Score -645744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -645743.937500 Penalty: 4475.431152
	Iteration 74Q: 3 clusters Score -645743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -645743.312500 Penalty: 4475.431152
	Iteration 75Q: 3 clusters Score -645743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -645743.312500 Penalty: 4475.431152
	Iteration 76F: 3 clusters Score -645743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (104112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Entering Unmasked Estep 
Score: -10964838.000000 Penalty: 2865.199219
	Iteration 0F: 2 clusters Score -1.096484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -10896485.000000 Penalty: 5730.398438
	Iteration 0F: 3 clusters Score -1.089648e+07 nChanged 49331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -10924784.000000 Penalty: 5730.398438
	Iteration 1F: 3 clusters Score -1.092478e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -10925579.000000 Penalty: 5730.398438
	Iteration 2Q: 3 clusters Score -1.092558e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -10926502.000000 Penalty: 5730.398438
	Iteration 3Q: 3 clusters Score -1.09265e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -10928191.000000 Penalty: 5730.398438
	Iteration 4Q: 3 clusters Score -1.092819e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -10931079.000000 Penalty: 5730.398438
	Iteration 5F: 3 clusters Score -1.093108e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -10935667.000000 Penalty: 5730.398438
	Iteration 6F: 3 clusters Score -1.093567e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -10942303.000000 Penalty: 5730.398438
	Iteration 7F: 3 clusters Score -1.09423e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -10949669.000000 Penalty: 5730.398438
	Iteration 8F: 3 clusters Score -1.094967e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -10955732.000000 Penalty: 5730.398438
	Iteration 9F: 3 clusters Score -1.095573e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -10959498.000000 Penalty: 5730.398438
	Iteration 10Q: 3 clusters Score -1.09595e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10961312.000000 Penalty: 5730.398438
	Iteration 11Q: 3 clusters Score -1.096131e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10962010.000000 Penalty: 5730.398438
	Iteration 12Q: 3 clusters Score -1.096201e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10962338.000000 Penalty: 5730.398438
	Iteration 13Q: 3 clusters Score -1.096234e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10962461.000000 Penalty: 5730.398438
	Iteration 14Q: 3 clusters Score -1.096246e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10962571.000000 Penalty: 5730.398438
	Iteration 15Q: 3 clusters Score -1.096257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10962604.000000 Penalty: 5730.398438
	Iteration 16Q: 3 clusters Score -1.09626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -10962646.000000 Penalty: 5730.398438
	Iteration 17Q: 3 clusters Score -1.096265e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10962647.000000 Penalty: 5730.398438
	Iteration 18Q: 3 clusters Score -1.096265e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10962661.000000 Penalty: 5730.398438
	Iteration 19Q: 3 clusters Score -1.096266e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10962674.000000 Penalty: 5730.398438
	Iteration 20F: 3 clusters Score -1.096267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10962703.000000 Penalty: 5730.398438
	Iteration 21Q: 3 clusters Score -1.09627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10962695.000000 Penalty: 5730.398438
	Iteration 22Q: 3 clusters Score -1.09627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10962700.000000 Penalty: 5730.398438
	Iteration 23Q: 3 clusters Score -1.09627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -10962716.000000 Penalty: 5730.398438
	Iteration 24Q: 3 clusters Score -1.096272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10962710.000000 Penalty: 5730.398438
	Iteration 25Q: 3 clusters Score -1.096271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10962710.000000 Penalty: 5730.398438
	Iteration 26Q: 3 clusters Score -1.096271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10962697.000000 Penalty: 5730.398438
	Iteration 27Q: 3 clusters Score -1.09627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10962709.000000 Penalty: 5730.398438
	Iteration 28Q: 3 clusters Score -1.096271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -10962721.000000 Penalty: 5730.398438
	Iteration 29Q: 3 clusters Score -1.096272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10962722.000000 Penalty: 5730.398438
	Iteration 30Q: 3 clusters Score -1.096272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10962720.000000 Penalty: 5730.398438
	Iteration 31Q: 3 clusters Score -1.096272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10962724.000000 Penalty: 5730.398438
	Iteration 32Q: 3 clusters Score -1.096272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10962707.000000 Penalty: 5730.398438
	Iteration 33Q: 3 clusters Score -1.096271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10962708.000000 Penalty: 5730.398438
	Iteration 34Q: 3 clusters Score -1.096271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10962707.000000 Penalty: 5730.398438
	Iteration 35Q: 3 clusters Score -1.096271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102911 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10962706.000000 Penalty: 5730.398438
	Iteration 36Q: 3 clusters Score -1.096271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10962708.000000 Penalty: 5730.398438
	Iteration 37Q: 3 clusters Score -1.096271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10962715.000000 Penalty: 5730.398438
	Iteration 38Q: 3 clusters Score -1.096272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10962717.000000 Penalty: 5730.398438
	Iteration 39Q: 3 clusters Score -1.096272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10962719.000000 Penalty: 5730.398438
	Iteration 40F: 3 clusters Score -1.096272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Entering Unmasked Estep 
Score: -824724.812500 Penalty: 2260.611816
	Iteration 0F: 2 clusters Score -824724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -817640.187500 Penalty: 4521.223633
	Iteration 0F: 3 clusters Score -817640.2 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -819718.312500 Penalty: 4521.223633
	Iteration 1F: 3 clusters Score -819718.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -820048.375000 Penalty: 4521.223633
	Iteration 2F: 3 clusters Score -820048.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -820361.187500 Penalty: 4521.223633
	Iteration 3F: 3 clusters Score -820361.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -820595.000000 Penalty: 4521.223633
	Iteration 4Q: 3 clusters Score -820595 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -820821.562500 Penalty: 4521.223633
	Iteration 5Q: 3 clusters Score -820821.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -821039.187500 Penalty: 4521.223633
	Iteration 6Q: 3 clusters Score -821039.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -821217.000000 Penalty: 4521.223633
	Iteration 7Q: 3 clusters Score -821217 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -821393.312500 Penalty: 4521.223633
	Iteration 8Q: 3 clusters Score -821393.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -821582.625000 Penalty: 4521.223633
	Iteration 9Q: 3 clusters Score -821582.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -821797.125000 Penalty: 4521.223633
	Iteration 10Q: 3 clusters Score -821797.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -822025.375000 Penalty: 4521.223633
	Iteration 11Q: 3 clusters Score -822025.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -822184.625000 Penalty: 4521.223633
	Iteration 12Q: 3 clusters Score -822184.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -822331.937500 Penalty: 4521.223633
	Iteration 13Q: 3 clusters Score -822331.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -822459.187500 Penalty: 4521.223633
	Iteration 14Q: 3 clusters Score -822459.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -822569.187500 Penalty: 4521.223633
	Iteration 15Q: 3 clusters Score -822569.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -822652.062500 Penalty: 4521.223633
	Iteration 16Q: 3 clusters Score -822652.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -822721.125000 Penalty: 4521.223633
	Iteration 17Q: 3 clusters Score -822721.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -822778.062500 Penalty: 4521.223633
	Iteration 18Q: 3 clusters Score -822778.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -822829.562500 Penalty: 4521.223633
	Iteration 19Q: 3 clusters Score -822829.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -822880.875000 Penalty: 4521.223633
	Iteration 20F: 3 clusters Score -822880.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -822911.625000 Penalty: 4521.223633
	Iteration 21Q: 3 clusters Score -822911.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -822930.500000 Penalty: 4521.223633
	Iteration 22Q: 3 clusters Score -822930.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -822947.312500 Penalty: 4521.223633
	Iteration 23Q: 3 clusters Score -822947.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -822969.812500 Penalty: 4521.223633
	Iteration 24Q: 3 clusters Score -822969.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -822985.375000 Penalty: 4521.223633
	Iteration 25Q: 3 clusters Score -822985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -822993.687500 Penalty: 4521.223633
	Iteration 26Q: 3 clusters Score -822993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -823002.250000 Penalty: 4521.223633
	Iteration 27Q: 3 clusters Score -823002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -823006.625000 Penalty: 4521.223633
	Iteration 28Q: 3 clusters Score -823006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -823008.625000 Penalty: 4521.223633
	Iteration 29Q: 3 clusters Score -823008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -823011.250000 Penalty: 4521.223633
	Iteration 30Q: 3 clusters Score -823011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -823011.437500 Penalty: 4521.223633
	Iteration 31Q: 3 clusters Score -823011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -823014.437500 Penalty: 4521.223633
	Iteration 32Q: 3 clusters Score -823014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -823015.937500 Penalty: 4521.223633
	Iteration 33Q: 3 clusters Score -823015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -823018.250000 Penalty: 4521.223633
	Iteration 34Q: 3 clusters Score -823018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -823018.875000 Penalty: 4521.223633
	Iteration 35Q: 3 clusters Score -823018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -823021.625000 Penalty: 4521.223633
	Iteration 36Q: 3 clusters Score -823021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -823023.625000 Penalty: 4521.223633
	Iteration 37Q: 3 clusters Score -823023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -823023.812500 Penalty: 4521.223633
	Iteration 38Q: 3 clusters Score -823023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -823026.875000 Penalty: 4521.223633
	Iteration 39Q: 3 clusters Score -823026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -823027.625000 Penalty: 4521.223633
	Iteration 40F: 3 clusters Score -823027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -823029.000000 Penalty: 4521.223633
	Iteration 41Q: 3 clusters Score -823029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -823029.000000 Penalty: 4521.223633
	Iteration 42F: 3 clusters Score -823029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Entering Unmasked Estep 
Score: -1241313.250000 Penalty: 2334.108643
	Iteration 0F: 2 clusters Score -1241313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1232184.000000 Penalty: 4668.217285
	Iteration 0F: 3 clusters Score -1232184 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1235040.375000 Penalty: 4668.217285
	Iteration 1F: 3 clusters Score -1235040 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1235456.375000 Penalty: 4668.217285
	Iteration 2F: 3 clusters Score -1235456 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1235852.875000 Penalty: 4668.217285
	Iteration 3F: 3 clusters Score -1235853 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1236306.625000 Penalty: 4668.217285
	Iteration 4F: 3 clusters Score -1236307 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1236847.375000 Penalty: 4668.217285
	Iteration 5F: 3 clusters Score -1236847 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1237486.250000 Penalty: 4668.217285
	Iteration 6F: 3 clusters Score -1237486 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1238265.875000 Penalty: 4668.217285
	Iteration 7F: 3 clusters Score -1238266 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1239123.625000 Penalty: 4668.217285
	Iteration 8F: 3 clusters Score -1239124 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1239793.000000 Penalty: 4668.217285
	Iteration 9F: 3 clusters Score -1239793 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1240240.500000 Penalty: 4668.217285
	Iteration 10F: 3 clusters Score -1240240 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1240502.625000 Penalty: 4668.217285
	Iteration 11Q: 3 clusters Score -1240503 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1240616.500000 Penalty: 4668.217285
	Iteration 12Q: 3 clusters Score -1240616 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1240692.125000 Penalty: 4668.217285
	Iteration 13Q: 3 clusters Score -1240692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1240734.375000 Penalty: 4668.217285
	Iteration 14Q: 3 clusters Score -1240734 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1240771.375000 Penalty: 4668.217285
	Iteration 15Q: 3 clusters Score -1240771 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1240803.500000 Penalty: 4668.217285
	Iteration 16Q: 3 clusters Score -1240804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1240831.125000 Penalty: 4668.217285
	Iteration 17Q: 3 clusters Score -1240831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1240845.000000 Penalty: 4668.217285
	Iteration 18Q: 3 clusters Score -1240845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1240859.875000 Penalty: 4668.217285
	Iteration 19Q: 3 clusters Score -1240860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1240869.375000 Penalty: 4668.217285
	Iteration 20F: 3 clusters Score -1240869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1240874.875000 Penalty: 4668.217285
	Iteration 21Q: 3 clusters Score -1240875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1240887.000000 Penalty: 4668.217285
	Iteration 22Q: 3 clusters Score -1240887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1240894.625000 Penalty: 4668.217285
	Iteration 23Q: 3 clusters Score -1240895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1240909.125000 Penalty: 4668.217285
	Iteration 24Q: 3 clusters Score -1240909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1240911.875000 Penalty: 4668.217285
	Iteration 25Q: 3 clusters Score -1240912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1240921.375000 Penalty: 4668.217285
	Iteration 26Q: 3 clusters Score -1240921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1240929.500000 Penalty: 4668.217285
	Iteration 27Q: 3 clusters Score -1240930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1240935.750000 Penalty: 4668.217285
	Iteration 28Q: 3 clusters Score -1240936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1240949.875000 Penalty: 4668.217285
	Iteration 29Q: 3 clusters Score -1240950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1240959.000000 Penalty: 4668.217285
	Iteration 30Q: 3 clusters Score -1240959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1240974.375000 Penalty: 4668.217285
	Iteration 31Q: 3 clusters Score -1240974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1240983.375000 Penalty: 4668.217285
	Iteration 32Q: 3 clusters Score -1240983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1240990.250000 Penalty: 4668.217285
	Iteration 33Q: 3 clusters Score -1240990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1241000.375000 Penalty: 4668.217285
	Iteration 34Q: 3 clusters Score -1241000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1241010.750000 Penalty: 4668.217285
	Iteration 35Q: 3 clusters Score -1241011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1241021.125000 Penalty: 4668.217285
	Iteration 36Q: 3 clusters Score -1241021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1241021.625000 Penalty: 4668.217285
	Iteration 37Q: 3 clusters Score -1241022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1241034.875000 Penalty: 4668.217285
	Iteration 38Q: 3 clusters Score -1241035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1241037.750000 Penalty: 4668.217285
	Iteration 39Q: 3 clusters Score -1241038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1241047.625000 Penalty: 4668.217285
	Iteration 40F: 3 clusters Score -1241048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1241048.875000 Penalty: 4668.217285
	Iteration 41Q: 3 clusters Score -1241049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1241056.500000 Penalty: 4668.217285
	Iteration 42Q: 3 clusters Score -1241056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1241059.875000 Penalty: 4668.217285
	Iteration 43Q: 3 clusters Score -1241060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1241062.625000 Penalty: 4668.217285
	Iteration 44Q: 3 clusters Score -1241063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1241061.750000 Penalty: 4668.217285
	Iteration 45Q: 3 clusters Score -1241062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1241065.500000 Penalty: 4668.217285
	Iteration 46Q: 3 clusters Score -1241066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1241068.250000 Penalty: 4668.217285
	Iteration 47Q: 3 clusters Score -1241068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1241068.875000 Penalty: 4668.217285
	Iteration 48Q: 3 clusters Score -1241069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1241070.250000 Penalty: 4668.217285
	Iteration 49Q: 3 clusters Score -1241070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1241076.000000 Penalty: 4668.217285
	Iteration 50Q: 3 clusters Score -1241076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1241078.750000 Penalty: 4668.217285
	Iteration 51Q: 3 clusters Score -1241079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1241073.375000 Penalty: 4668.217285
	Iteration 52Q: 3 clusters Score -1241073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1241074.875000 Penalty: 4668.217285
	Iteration 53Q: 3 clusters Score -1241075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1241075.875000 Penalty: 4668.217285
	Iteration 54Q: 3 clusters Score -1241076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1241079.625000 Penalty: 4668.217285
	Iteration 55Q: 3 clusters Score -1241080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1241078.000000 Penalty: 4668.217285
	Iteration 56Q: 3 clusters Score -1241078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1241077.625000 Penalty: 4668.217285
	Iteration 57Q: 3 clusters Score -1241078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1241078.750000 Penalty: 4668.217285
	Iteration 58Q: 3 clusters Score -1241079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1241077.375000 Penalty: 4668.217285
	Iteration 59Q: 3 clusters Score -1241077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1241081.250000 Penalty: 4668.217285
	Iteration 60F: 3 clusters Score -1241081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1241084.875000 Penalty: 4668.217285
	Iteration 61Q: 3 clusters Score -1241085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1241086.625000 Penalty: 4668.217285
	Iteration 62Q: 3 clusters Score -1241087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1241087.750000 Penalty: 4668.217285
	Iteration 63Q: 3 clusters Score -1241088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1241085.250000 Penalty: 4668.217285
	Iteration 64Q: 3 clusters Score -1241085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1241088.625000 Penalty: 4668.217285
	Iteration 65Q: 3 clusters Score -1241089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1241090.250000 Penalty: 4668.217285
	Iteration 66Q: 3 clusters Score -1241090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1241087.875000 Penalty: 4668.217285
	Iteration 67Q: 3 clusters Score -1241088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1241089.500000 Penalty: 4668.217285
	Iteration 68Q: 3 clusters Score -1241090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1241089.250000 Penalty: 4668.217285
	Iteration 69Q: 3 clusters Score -1241089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1241089.500000 Penalty: 4668.217285
	Iteration 70Q: 3 clusters Score -1241090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1241092.125000 Penalty: 4668.217285
	Iteration 71Q: 3 clusters Score -1241092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1241094.375000 Penalty: 4668.217285
	Iteration 72Q: 3 clusters Score -1241094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1241093.375000 Penalty: 4668.217285
	Iteration 73Q: 3 clusters Score -1241093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1241093.750000 Penalty: 4668.217285
	Iteration 74Q: 3 clusters Score -1241094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1241094.625000 Penalty: 4668.217285
	Iteration 75Q: 3 clusters Score -1241095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1241092.125000 Penalty: 4668.217285
	Iteration 76Q: 3 clusters Score -1241092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1241093.375000 Penalty: 4668.217285
	Iteration 77Q: 3 clusters Score -1241093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1241095.625000 Penalty: 4668.217285
	Iteration 78Q: 3 clusters Score -1241096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1241094.500000 Penalty: 4668.217285
	Iteration 79Q: 3 clusters Score -1241094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1241095.125000 Penalty: 4668.217285
	Iteration 80F: 3 clusters Score -1241095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1241093.500000 Penalty: 4668.217285
	Iteration 81Q: 3 clusters Score -1241094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1241097.000000 Penalty: 4668.217285
	Iteration 82Q: 3 clusters Score -1241097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1241097.250000 Penalty: 4668.217285
	Iteration 83Q: 3 clusters Score -1241097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1241096.500000 Penalty: 4668.217285
	Iteration 84Q: 3 clusters Score -1241096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1241096.625000 Penalty: 4668.217285
	Iteration 85Q: 3 clusters Score -1241097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1241096.625000 Penalty: 4668.217285
	Iteration 86F: 3 clusters Score -1241097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -1185367.500000 Penalty: 2405.210449
	Iteration 0F: 2 clusters Score -1185368 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 8159 members 
Entering Unmasked Estep 
Score: -1173647.000000 Penalty: 4810.420898
	Iteration 0F: 3 clusters Score -1173647 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1177605.625000 Penalty: 4810.420898
	Iteration 1F: 3 clusters Score -1177606 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1178171.375000 Penalty: 4810.420898
	Iteration 2F: 3 clusters Score -1178171 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1178700.625000 Penalty: 4810.420898
	Iteration 3F: 3 clusters Score -1178701 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1179170.750000 Penalty: 4810.420898
	Iteration 4F: 3 clusters Score -1179171 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1179649.625000 Penalty: 4810.420898
	Iteration 5F: 3 clusters Score -1179650 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1180108.750000 Penalty: 4810.420898
	Iteration 6F: 3 clusters Score -1180109 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1180530.500000 Penalty: 4810.420898
	Iteration 7Q: 3 clusters Score -1180530 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1180983.000000 Penalty: 4810.420898
	Iteration 8Q: 3 clusters Score -1180983 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1181449.875000 Penalty: 4810.420898
	Iteration 9Q: 3 clusters Score -1181450 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1181933.750000 Penalty: 4810.420898
	Iteration 10Q: 3 clusters Score -1181934 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1182402.250000 Penalty: 4810.420898
	Iteration 11Q: 3 clusters Score -1182402 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1182871.625000 Penalty: 4810.420898
	Iteration 12Q: 3 clusters Score -1182872 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1183267.750000 Penalty: 4810.420898
	Iteration 13Q: 3 clusters Score -1183268 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1183591.000000 Penalty: 4810.420898
	Iteration 14Q: 3 clusters Score -1183591 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1183798.625000 Penalty: 4810.420898
	Iteration 15Q: 3 clusters Score -1183799 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1183925.625000 Penalty: 4810.420898
	Iteration 16Q: 3 clusters Score -1183926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1184013.125000 Penalty: 4810.420898
	Iteration 17Q: 3 clusters Score -1184013 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1184072.000000 Penalty: 4810.420898
	Iteration 18Q: 3 clusters Score -1184072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1184120.000000 Penalty: 4810.420898
	Iteration 19Q: 3 clusters Score -1184120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1184168.500000 Penalty: 4810.420898
	Iteration 20F: 3 clusters Score -1184168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1184189.875000 Penalty: 4810.420898
	Iteration 21Q: 3 clusters Score -1184190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1184218.000000 Penalty: 4810.420898
	Iteration 22Q: 3 clusters Score -1184218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1184233.250000 Penalty: 4810.420898
	Iteration 23Q: 3 clusters Score -1184233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1184247.750000 Penalty: 4810.420898
	Iteration 24Q: 3 clusters Score -1184248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1184264.000000 Penalty: 4810.420898
	Iteration 25Q: 3 clusters Score -1184264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1184276.000000 Penalty: 4810.420898
	Iteration 26Q: 3 clusters Score -1184276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1184284.375000 Penalty: 4810.420898
	Iteration 27Q: 3 clusters Score -1184284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1184294.500000 Penalty: 4810.420898
	Iteration 28Q: 3 clusters Score -1184294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1184298.375000 Penalty: 4810.420898
	Iteration 29Q: 3 clusters Score -1184298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1184306.125000 Penalty: 4810.420898
	Iteration 30Q: 3 clusters Score -1184306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1184309.875000 Penalty: 4810.420898
	Iteration 31Q: 3 clusters Score -1184310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1184315.875000 Penalty: 4810.420898
	Iteration 32Q: 3 clusters Score -1184316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1184319.625000 Penalty: 4810.420898
	Iteration 33Q: 3 clusters Score -1184320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1184320.000000 Penalty: 4810.420898
	Iteration 34Q: 3 clusters Score -1184320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1184324.000000 Penalty: 4810.420898
	Iteration 35Q: 3 clusters Score -1184324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1184326.625000 Penalty: 4810.420898
	Iteration 36Q: 3 clusters Score -1184327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1184326.500000 Penalty: 4810.420898
	Iteration 37Q: 3 clusters Score -1184326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1184327.875000 Penalty: 4810.420898
	Iteration 38Q: 3 clusters Score -1184328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1184334.125000 Penalty: 4810.420898
	Iteration 39Q: 3 clusters Score -1184334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1184338.625000 Penalty: 4810.420898
	Iteration 40F: 3 clusters Score -1184339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1184334.750000 Penalty: 4810.420898
	Iteration 41Q: 3 clusters Score -1184335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1184339.000000 Penalty: 4810.420898
	Iteration 42Q: 3 clusters Score -1184339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1184341.250000 Penalty: 4810.420898
	Iteration 43Q: 3 clusters Score -1184341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1184340.000000 Penalty: 4810.420898
	Iteration 44Q: 3 clusters Score -1184340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1184340.000000 Penalty: 4810.420898
	Iteration 45Q: 3 clusters Score -1184340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1184340.000000 Penalty: 4810.420898
	Iteration 46F: 3 clusters Score -1184340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (161267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Entering Unmasked Estep 
Score: -13300444.000000 Penalty: 2973.722656
	Iteration 0F: 2 clusters Score -1.330044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -13192285.000000 Penalty: 5947.445312
	Iteration 0F: 3 clusters Score -1.319228e+07 nChanged 77473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -13237375.000000 Penalty: 5947.445312
	Iteration 1F: 3 clusters Score -1.323738e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -13238411.000000 Penalty: 5947.445312
	Iteration 2Q: 3 clusters Score -1.323841e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -13240068.000000 Penalty: 5947.445312
	Iteration 3Q: 3 clusters Score -1.324007e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -13242831.000000 Penalty: 5947.445312
	Iteration 4Q: 3 clusters Score -1.324283e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105776 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -13247892.000000 Penalty: 5947.445312
	Iteration 5F: 3 clusters Score -1.324789e+07 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117491 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -13256520.000000 Penalty: 5947.445312
	Iteration 6F: 3 clusters Score -1.325652e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -13269116.000000 Penalty: 5947.445312
	Iteration 7F: 3 clusters Score -1.326912e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -13282242.000000 Penalty: 5947.445312
	Iteration 8F: 3 clusters Score -1.328224e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153970 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -13291161.000000 Penalty: 5947.445312
	Iteration 9F: 3 clusters Score -1.329116e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -13295454.000000 Penalty: 5947.445312
	Iteration 10Q: 3 clusters Score -1.329545e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13296839.000000 Penalty: 5947.445312
	Iteration 11Q: 3 clusters Score -1.329684e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160522 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13297313.000000 Penalty: 5947.445312
	Iteration 12Q: 3 clusters Score -1.329731e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160714 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13297546.000000 Penalty: 5947.445312
	Iteration 13Q: 3 clusters Score -1.329755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13297675.000000 Penalty: 5947.445312
	Iteration 14Q: 3 clusters Score -1.329768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160827 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13297741.000000 Penalty: 5947.445312
	Iteration 15Q: 3 clusters Score -1.329774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160857 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13297779.000000 Penalty: 5947.445312
	Iteration 16Q: 3 clusters Score -1.329778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160867 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13297800.000000 Penalty: 5947.445312
	Iteration 17Q: 3 clusters Score -1.32978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13297813.000000 Penalty: 5947.445312
	Iteration 18Q: 3 clusters Score -1.329781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160878 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13297835.000000 Penalty: 5947.445312
	Iteration 19Q: 3 clusters Score -1.329784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13297833.000000 Penalty: 5947.445312
	Iteration 20F: 3 clusters Score -1.329783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -583862.937500 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -583862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -577824.500000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -577824.5 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -579741.937500 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -579741.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -580290.187500 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -580290.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -580807.125000 Penalty: 4430.246582
	Iteration 3F: 3 clusters Score -580807.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -581211.062500 Penalty: 4430.246582
	Iteration 4F: 3 clusters Score -581211.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -581575.125000 Penalty: 4430.246582
	Iteration 5F: 3 clusters Score -581575.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -581848.875000 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -581848.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -582126.812500 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -582126.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -582407.562500 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -582407.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -582651.875000 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -582651.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -582851.437500 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -582851.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -583029.375000 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -583029.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -583247.437500 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -583247.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -583509.312500 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -583509.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -583944.625000 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -583944.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -584321.500000 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -584321.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -584435.687500 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -584435.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -584479.750000 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -584479.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -584512.125000 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -584512.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -584537.250000 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -584537.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -584550.812500 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -584550.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -584559.187500 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -584559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -584564.312500 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -584564.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -584565.875000 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -584565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -584570.375000 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -584570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -584573.625000 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -584573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -584576.875000 Penalty: 4430.246582
	Iteration 26Q: 3 clusters Score -584576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -584578.937500 Penalty: 4430.246582
	Iteration 27Q: 3 clusters Score -584578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -584580.312500 Penalty: 4430.246582
	Iteration 28Q: 3 clusters Score -584580.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -584582.187500 Penalty: 4430.246582
	Iteration 29Q: 3 clusters Score -584582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -584582.875000 Penalty: 4430.246582
	Iteration 30Q: 3 clusters Score -584582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -584584.500000 Penalty: 4430.246582
	Iteration 31Q: 3 clusters Score -584584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -584585.875000 Penalty: 4430.246582
	Iteration 32Q: 3 clusters Score -584585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -584587.625000 Penalty: 4430.246582
	Iteration 33Q: 3 clusters Score -584587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -584586.625000 Penalty: 4430.246582
	Iteration 34Q: 3 clusters Score -584586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -584588.187500 Penalty: 4430.246582
	Iteration 35Q: 3 clusters Score -584588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -584588.125000 Penalty: 4430.246582
	Iteration 36Q: 3 clusters Score -584588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -584591.062500 Penalty: 4430.246582
	Iteration 37Q: 3 clusters Score -584591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -584591.500000 Penalty: 4430.246582
	Iteration 38Q: 3 clusters Score -584591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -584592.937500 Penalty: 4430.246582
	Iteration 39Q: 3 clusters Score -584592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -584594.500000 Penalty: 4430.246582
	Iteration 40F: 3 clusters Score -584594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -584596.062500 Penalty: 4430.246582
	Iteration 41Q: 3 clusters Score -584596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -584596.750000 Penalty: 4430.246582
	Iteration 42Q: 3 clusters Score -584596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -584598.187500 Penalty: 4430.246582
	Iteration 43Q: 3 clusters Score -584598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -584598.000000 Penalty: 4430.246582
	Iteration 44Q: 3 clusters Score -584598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -584599.375000 Penalty: 4430.246582
	Iteration 45Q: 3 clusters Score -584599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -584599.375000 Penalty: 4430.246582
	Iteration 46F: 3 clusters Score -584599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 2643 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Entering Unmasked Estep 
Score: -150774048.000000 Penalty: 221287.406250
Splitting cluster 29 changes total score from -150772976.000000 to -150774048.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 30 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -129617.851562 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -129617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -127172.718750 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -127172.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -127621.695312 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -127621.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127782.406250 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -127782.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127926.820312 Penalty: 3708.611084
	Iteration 3F: 3 clusters Score -127926.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128063.015625 Penalty: 3708.611084
	Iteration 4F: 3 clusters Score -128063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128225.671875 Penalty: 3708.611084
	Iteration 5F: 3 clusters Score -128225.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128403.828125 Penalty: 3708.611084
	Iteration 6F: 3 clusters Score -128403.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128575.562500 Penalty: 3708.611084
	Iteration 7F: 3 clusters Score -128575.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128660.585938 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -128660.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128706.539062 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -128706.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128748.156250 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -128748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128789.820312 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -128789.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128830.187500 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -128830.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -128862.890625 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -128862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128894.164062 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -128894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -128924.476562 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -128924.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128947.234375 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -128947.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128963.421875 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -128963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128972.929688 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -128972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128982.734375 Penalty: 3708.611084
	Iteration 19Q: 3 clusters Score -128982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128988.640625 Penalty: 3708.611084
	Iteration 20F: 3 clusters Score -128988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128995.687500 Penalty: 3708.611084
	Iteration 21Q: 3 clusters Score -128995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -128999.726562 Penalty: 3708.611084
	Iteration 22Q: 3 clusters Score -128999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -129001.546875 Penalty: 3708.611084
	Iteration 23Q: 3 clusters Score -129001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129003.867188 Penalty: 3708.611084
	Iteration 24Q: 3 clusters Score -129003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129005.257812 Penalty: 3708.611084
	Iteration 25Q: 3 clusters Score -129005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129005.960938 Penalty: 3708.611084
	Iteration 26Q: 3 clusters Score -129006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129005.960938 Penalty: 3708.611084
	Iteration 27F: 3 clusters Score -129006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -232411.578125 Penalty: 1954.158203
	Iteration 0F: 2 clusters Score -232411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229432.875000 Penalty: 3908.316406
	Iteration 0F: 3 clusters Score -229432.9 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -230340.234375 Penalty: 3908.316406
	Iteration 1F: 3 clusters Score -230340.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -231152.390625 Penalty: 3908.316406
	Iteration 2F: 3 clusters Score -231152.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232176.796875 Penalty: 3908.316406
	Iteration 3F: 3 clusters Score -232176.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -233167.781250 Penalty: 3908.316406
	Iteration 4F: 3 clusters Score -233167.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -234040.265625 Penalty: 3908.316406
	Iteration 5F: 3 clusters Score -234040.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -234809.453125 Penalty: 3908.316406
	Iteration 6F: 3 clusters Score -234809.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -235446.421875 Penalty: 3908.316406
	Iteration 7F: 3 clusters Score -235446.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -235994.640625 Penalty: 3908.316406
	Iteration 8Q: 3 clusters Score -235994.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -236358.484375 Penalty: 3908.316406
	Iteration 9Q: 3 clusters Score -236358.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -236499.562500 Penalty: 3908.316406
	Iteration 10Q: 3 clusters Score -236499.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -236575.109375 Penalty: 3908.316406
	Iteration 11Q: 3 clusters Score -236575.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -236601.375000 Penalty: 3908.316406
	Iteration 12Q: 3 clusters Score -236601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -236608.218750 Penalty: 3908.316406
	Iteration 13Q: 3 clusters Score -236608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236608.843750 Penalty: 3908.316406
	Iteration 14Q: 3 clusters Score -236608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236608.843750 Penalty: 3908.316406
	Iteration 15F: 3 clusters Score -236608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Entering Unmasked Estep 
Score: -150776704.000000 Penalty: 224856.562500
Splitting cluster 31 changes total score from -150772976.000000 to -150776704.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 32 (41072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Entering Unmasked Estep 
Score: -3345220.500000 Penalty: 2634.524414
	Iteration 0F: 2 clusters Score -3345220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3317374.500000 Penalty: 5269.048828
	Iteration 0F: 3 clusters Score -3317374 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3327447.250000 Penalty: 5269.048828
	Iteration 1F: 3 clusters Score -3327447 nChanged 1660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3327882 nChanged 1490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3328279 nChanged 1419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3328682 nChanged 1364
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Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3329426 nChanged 1344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3329864 nChanged 1445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3330437 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3331122 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3332002 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3333138.250000 Penalty: 5269.048828
	Iteration 11Q: 3 clusters Score -3333138 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3334518.500000 Penalty: 5269.048828
	Iteration 12Q: 3 clusters Score -3334518 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3335812 nChanged 1758
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3336782 nChanged 1398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3337416 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3337802 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3338069 nChanged 687
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Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3338356 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3338595 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3338859 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3339114 nChanged 620
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3339344 nChanged 615
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3339602.500000 Penalty: 5269.048828
	Iteration 23Q: 3 clusters Score -3339602 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3339798 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3340050 nChanged 535
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Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3340273 nChanged 537
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3340470 nChanged 526
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Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3340707 nChanged 510
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3340939 nChanged 457
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Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3341138 nChanged 435
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Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3341333 nChanged 406
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Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3341503 nChanged 395
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Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3341706 nChanged 402
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Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 3930 members 
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	Iteration 34Q: 3 clusters Score -3341909 nChanged 373
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Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3342094 nChanged 350
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Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3342278 nChanged 315
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Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3342431 nChanged 254
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Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3342538 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3342664 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3342754 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3342808 nChanged 112
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Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3342854 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3342902 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3342950 nChanged 72
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Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3342973 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3343000 nChanged 50
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Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3343022.250000 Penalty: 5269.048828
	Iteration 47Q: 3 clusters Score -3343022 nChanged 47
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Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3343034 nChanged 43
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Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3343058 nChanged 39
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Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3343078 nChanged 43
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Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3343087 nChanged 39
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Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3343097 nChanged 37
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Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3343115.500000 Penalty: 5269.048828
	Iteration 53Q: 3 clusters Score -3343116 nChanged 24
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Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3343122.750000 Penalty: 5269.048828
	Iteration 54Q: 3 clusters Score -3343123 nChanged 28
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Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3343131.250000 Penalty: 5269.048828
	Iteration 55Q: 3 clusters Score -3343131 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3343130 nChanged 20
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Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3343145.500000 Penalty: 5269.048828
	Iteration 57Q: 3 clusters Score -3343146 nChanged 16
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Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3343144 nChanged 14
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Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3343148 nChanged 13
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Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3343153.750000 Penalty: 5269.048828
	Iteration 60F: 3 clusters Score -3343154 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3343162.500000 Penalty: 5269.048828
	Iteration 61Q: 3 clusters Score -3343162 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3343163.250000 Penalty: 5269.048828
	Iteration 62Q: 3 clusters Score -3343163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3343165.750000 Penalty: 5269.048828
	Iteration 63Q: 3 clusters Score -3343166 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3343179.000000 Penalty: 5269.048828
	Iteration 64Q: 3 clusters Score -3343179 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3343194.000000 Penalty: 5269.048828
	Iteration 65Q: 3 clusters Score -3343194 nChanged 19
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Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3343201.750000 Penalty: 5269.048828
	Iteration 66Q: 3 clusters Score -3343202 nChanged 19
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Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3343209.500000 Penalty: 5269.048828
	Iteration 67Q: 3 clusters Score -3343210 nChanged 17
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Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3343204.500000 Penalty: 5269.048828
	Iteration 68Q: 3 clusters Score -3343204 nChanged 13
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Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3343210.500000 Penalty: 5269.048828
	Iteration 69Q: 3 clusters Score -3343210 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3343218.500000 Penalty: 5269.048828
	Iteration 70Q: 3 clusters Score -3343218 nChanged 18
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Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3343234.000000 Penalty: 5269.048828
	Iteration 71Q: 3 clusters Score -3343234 nChanged 15
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Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3343244.000000 Penalty: 5269.048828
	Iteration 72Q: 3 clusters Score -3343244 nChanged 18
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Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3343250.250000 Penalty: 5269.048828
	Iteration 73Q: 3 clusters Score -3343250 nChanged 21
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Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3343258.250000 Penalty: 5269.048828
	Iteration 74Q: 3 clusters Score -3343258 nChanged 16
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Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3343260.000000 Penalty: 5269.048828
	Iteration 75Q: 3 clusters Score -3343260 nChanged 16
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Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 1131 members 
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	Iteration 76Q: 3 clusters Score -3343269 nChanged 11
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Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3343279.500000 Penalty: 5269.048828
	Iteration 77Q: 3 clusters Score -3343280 nChanged 7
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Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3343281.000000 Penalty: 5269.048828
	Iteration 78Q: 3 clusters Score -3343281 nChanged 8
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Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3343282.250000 Penalty: 5269.048828
	Iteration 79Q: 3 clusters Score -3343282 nChanged 4
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Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3343283.250000 Penalty: 5269.048828
	Iteration 80F: 3 clusters Score -3343283 nChanged 4
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Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3343290.500000 Penalty: 5269.048828
	Iteration 81Q: 3 clusters Score -3343290 nChanged 3
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Entering Unmasked Estep 
Score: -3343292.000000 Penalty: 5269.048828
	Iteration 82Q: 3 clusters Score -3343292 nChanged 4
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Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3343298 nChanged 4
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Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3343295.500000 Penalty: 5269.048828
	Iteration 84Q: 3 clusters Score -3343296 nChanged 7
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Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3343295.750000 Penalty: 5269.048828
	Iteration 85Q: 3 clusters Score -3343296 nChanged 7
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Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3343306.500000 Penalty: 5269.048828
	Iteration 86Q: 3 clusters Score -3343306 nChanged 3
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Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3343306 nChanged 3
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Mstep: Class 1 contains 39984 members 
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Entering Unmasked Estep 
Score: -3343308.250000 Penalty: 5269.048828
	Iteration 88Q: 3 clusters Score -3343308 nChanged 6
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Entering Unmasked Estep 
Score: -3343315.250000 Penalty: 5269.048828
	Iteration 89Q: 3 clusters Score -3343315 nChanged 5
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Mstep: Class 1 contains 39989 members 
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Entering Unmasked Estep 
Score: -3343313.250000 Penalty: 5269.048828
	Iteration 90Q: 3 clusters Score -3343313 nChanged 3
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Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3343314.500000 Penalty: 5269.048828
	Iteration 91Q: 3 clusters Score -3343314 nChanged 4
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Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3343319.250000 Penalty: 5269.048828
	Iteration 92Q: 3 clusters Score -3343319 nChanged 4
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Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3343315.500000 Penalty: 5269.048828
	Iteration 93Q: 3 clusters Score -3343316 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3343319.500000 Penalty: 5269.048828
	Iteration 94Q: 3 clusters Score -3343320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3343316.000000 Penalty: 5269.048828
	Iteration 95Q: 3 clusters Score -3343316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3343316.250000 Penalty: 5269.048828
	Iteration 96Q: 3 clusters Score -3343316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3343318.250000 Penalty: 5269.048828
	Iteration 97Q: 3 clusters Score -3343318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3343322.500000 Penalty: 5269.048828
	Iteration 98Q: 3 clusters Score -3343322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3343321.750000 Penalty: 5269.048828
	Iteration 99Q: 3 clusters Score -3343322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3343323.000000 Penalty: 5269.048828
	Iteration 100F: 3 clusters Score -3343323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3343327.500000 Penalty: 5269.048828
	Iteration 101Q: 3 clusters Score -3343328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3343327.500000 Penalty: 5269.048828
	Iteration 102F: 3 clusters Score -3343328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -392823.812500 Penalty: 2111.817139
	Iteration 0F: 2 clusters Score -392823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -388375.687500 Penalty: 4223.634277
	Iteration 0F: 3 clusters Score -388375.7 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -389392.468750 Penalty: 4223.634277
	Iteration 1F: 3 clusters Score -389392.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -389633.906250 Penalty: 4223.634277
	Iteration 2F: 3 clusters Score -389633.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -389778.531250 Penalty: 4223.634277
	Iteration 3F: 3 clusters Score -389778.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -389875.437500 Penalty: 4223.634277
	Iteration 4Q: 3 clusters Score -389875.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -389963.312500 Penalty: 4223.634277
	Iteration 5Q: 3 clusters Score -389963.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -390058.250000 Penalty: 4223.634277
	Iteration 6Q: 3 clusters Score -390058.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -390150.656250 Penalty: 4223.634277
	Iteration 7Q: 3 clusters Score -390150.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -390241.281250 Penalty: 4223.634277
	Iteration 8Q: 3 clusters Score -390241.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -390336.656250 Penalty: 4223.634277
	Iteration 9Q: 3 clusters Score -390336.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -390414.125000 Penalty: 4223.634277
	Iteration 10Q: 3 clusters Score -390414.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -390498.531250 Penalty: 4223.634277
	Iteration 11Q: 3 clusters Score -390498.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -390593.343750 Penalty: 4223.634277
	Iteration 12Q: 3 clusters Score -390593.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -390701.781250 Penalty: 4223.634277
	Iteration 13Q: 3 clusters Score -390701.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -390815.718750 Penalty: 4223.634277
	Iteration 14Q: 3 clusters Score -390815.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -390906.281250 Penalty: 4223.634277
	Iteration 15Q: 3 clusters Score -390906.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -390983.531250 Penalty: 4223.634277
	Iteration 16Q: 3 clusters Score -390983.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -391068.187500 Penalty: 4223.634277
	Iteration 17Q: 3 clusters Score -391068.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -391154.968750 Penalty: 4223.634277
	Iteration 18Q: 3 clusters Score -391155 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -391223.656250 Penalty: 4223.634277
	Iteration 19Q: 3 clusters Score -391223.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -391308.656250 Penalty: 4223.634277
	Iteration 20F: 3 clusters Score -391308.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -391409.875000 Penalty: 4223.634277
	Iteration 21Q: 3 clusters Score -391409.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -391496.156250 Penalty: 4223.634277
	Iteration 22Q: 3 clusters Score -391496.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -391539.125000 Penalty: 4223.634277
	Iteration 23Q: 3 clusters Score -391539.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -391565.406250 Penalty: 4223.634277
	Iteration 24Q: 3 clusters Score -391565.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -391582.281250 Penalty: 4223.634277
	Iteration 25Q: 3 clusters Score -391582.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -391587.937500 Penalty: 4223.634277
	Iteration 26Q: 3 clusters Score -391587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -391590.937500 Penalty: 4223.634277
	Iteration 27Q: 3 clusters Score -391590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -391595.062500 Penalty: 4223.634277
	Iteration 28Q: 3 clusters Score -391595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -391599.031250 Penalty: 4223.634277
	Iteration 29Q: 3 clusters Score -391599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -391604.218750 Penalty: 4223.634277
	Iteration 30Q: 3 clusters Score -391604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -391605.406250 Penalty: 4223.634277
	Iteration 31Q: 3 clusters Score -391605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -391606.781250 Penalty: 4223.634277
	Iteration 32Q: 3 clusters Score -391606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -391606.781250 Penalty: 4223.634277
	Iteration 33F: 3 clusters Score -391606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -461847.062500 Penalty: 2161.863281
	Iteration 0F: 2 clusters Score -461847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -456669.593750 Penalty: 4323.726562
	Iteration 0F: 3 clusters Score -456669.6 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -457986.406250 Penalty: 4323.726562
	Iteration 1F: 3 clusters Score -457986.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -458287.125000 Penalty: 4323.726562
	Iteration 2F: 3 clusters Score -458287.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -458506.281250 Penalty: 4323.726562
	Iteration 3F: 3 clusters Score -458506.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -458679.218750 Penalty: 4323.726562
	Iteration 4Q: 3 clusters Score -458679.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -458831.031250 Penalty: 4323.726562
	Iteration 5Q: 3 clusters Score -458831 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -458997.781250 Penalty: 4323.726562
	Iteration 6Q: 3 clusters Score -458997.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -459139.531250 Penalty: 4323.726562
	Iteration 7Q: 3 clusters Score -459139.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -459281.187500 Penalty: 4323.726562
	Iteration 8Q: 3 clusters Score -459281.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -459470.750000 Penalty: 4323.726562
	Iteration 9Q: 3 clusters Score -459470.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -459696.187500 Penalty: 4323.726562
	Iteration 10Q: 3 clusters Score -459696.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -459932.562500 Penalty: 4323.726562
	Iteration 11Q: 3 clusters Score -459932.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -460191.156250 Penalty: 4323.726562
	Iteration 12Q: 3 clusters Score -460191.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -460507.125000 Penalty: 4323.726562
	Iteration 13Q: 3 clusters Score -460507.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -460889.187500 Penalty: 4323.726562
	Iteration 14Q: 3 clusters Score -460889.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -461089.343750 Penalty: 4323.726562
	Iteration 15Q: 3 clusters Score -461089.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -461193.187500 Penalty: 4323.726562
	Iteration 16Q: 3 clusters Score -461193.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -461249.343750 Penalty: 4323.726562
	Iteration 17Q: 3 clusters Score -461249.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -461280.812500 Penalty: 4323.726562
	Iteration 18Q: 3 clusters Score -461280.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -461299.406250 Penalty: 4323.726562
	Iteration 19Q: 3 clusters Score -461299.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -461308.093750 Penalty: 4323.726562
	Iteration 20F: 3 clusters Score -461308.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -461314.031250 Penalty: 4323.726562
	Iteration 21Q: 3 clusters Score -461314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -461321.062500 Penalty: 4323.726562
	Iteration 22Q: 3 clusters Score -461321.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -461326.968750 Penalty: 4323.726562
	Iteration 23Q: 3 clusters Score -461327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -461331.281250 Penalty: 4323.726562
	Iteration 24Q: 3 clusters Score -461331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -461333.468750 Penalty: 4323.726562
	Iteration 25Q: 3 clusters Score -461333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -461335.968750 Penalty: 4323.726562
	Iteration 26Q: 3 clusters Score -461336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -461336.843750 Penalty: 4323.726562
	Iteration 27Q: 3 clusters Score -461336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -461336.687500 Penalty: 4323.726562
	Iteration 28Q: 3 clusters Score -461336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -461336.687500 Penalty: 4323.726562
	Iteration 29F: 3 clusters Score -461336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -138859.687500 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -138859.7 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 1130 members 
Entering Unmasked Estep 
Score: -136146.109375 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -136146.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -137075.718750 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -137075.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -137575.046875 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -137575 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -137939.125000 Penalty: 3841.091797
	Iteration 3F: 3 clusters Score -137939.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -138146.765625 Penalty: 3841.091797
	Iteration 4F: 3 clusters Score -138146.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -138292.937500 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -138292.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -138408.500000 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -138408.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -138516.718750 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -138516.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -138638.625000 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -138638.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -138727.812500 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -138727.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -138785.687500 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -138785.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -138826.062500 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -138826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -138849.125000 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -138849.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -138864.703125 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -138864.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -138881.468750 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -138881.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -138900.609375 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -138900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -138912.328125 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -138912.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -138922.593750 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -138922.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -138948.296875 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -138948.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -138973.312500 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -138973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -138996.656250 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -138996.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -139026.718750 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -139026.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -139053.812500 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -139053.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -139080.984375 Penalty: 3841.091797
	Iteration 23Q: 3 clusters Score -139081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -139096.671875 Penalty: 3841.091797
	Iteration 24Q: 3 clusters Score -139096.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -139107.437500 Penalty: 3841.091797
	Iteration 25Q: 3 clusters Score -139107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139116.328125 Penalty: 3841.091797
	Iteration 26Q: 3 clusters Score -139116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -139124.546875 Penalty: 3841.091797
	Iteration 27Q: 3 clusters Score -139124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139137.906250 Penalty: 3841.091797
	Iteration 28Q: 3 clusters Score -139137.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -139147.656250 Penalty: 3841.091797
	Iteration 29Q: 3 clusters Score -139147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -139157.250000 Penalty: 3841.091797
	Iteration 30Q: 3 clusters Score -139157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139164.578125 Penalty: 3841.091797
	Iteration 31Q: 3 clusters Score -139164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139171.078125 Penalty: 3841.091797
	Iteration 32Q: 3 clusters Score -139171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139176.359375 Penalty: 3841.091797
	Iteration 33Q: 3 clusters Score -139176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -139185.859375 Penalty: 3841.091797
	Iteration 34Q: 3 clusters Score -139185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -139191.906250 Penalty: 3841.091797
	Iteration 35Q: 3 clusters Score -139191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -139201.546875 Penalty: 3841.091797
	Iteration 36Q: 3 clusters Score -139201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -139209.015625 Penalty: 3841.091797
	Iteration 37Q: 3 clusters Score -139209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -139214.906250 Penalty: 3841.091797
	Iteration 38Q: 3 clusters Score -139214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -139216.765625 Penalty: 3841.091797
	Iteration 39Q: 3 clusters Score -139216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -139218.390625 Penalty: 3841.091797
	Iteration 40F: 3 clusters Score -139218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 11207 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Entering Unmasked Estep 
Score: -150775600.000000 Penalty: 228425.703125
Splitting cluster 35 changes total score from -150772976.000000 to -150775600.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 36 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -719522.687500 Penalty: 2211.924805
	Iteration 0F: 2 clusters Score -719522.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -713489.437500 Penalty: 4423.849609
	Iteration 0F: 3 clusters Score -713489.4 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -715159.062500 Penalty: 4423.849609
	Iteration 1F: 3 clusters Score -715159.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -715419.312500 Penalty: 4423.849609
	Iteration 2F: 3 clusters Score -715419.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -715573.437500 Penalty: 4423.849609
	Iteration 3Q: 3 clusters Score -715573.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -715702.875000 Penalty: 4423.849609
	Iteration 4Q: 3 clusters Score -715702.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -715796.812500 Penalty: 4423.849609
	Iteration 5Q: 3 clusters Score -715796.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -715867.500000 Penalty: 4423.849609
	Iteration 6Q: 3 clusters Score -715867.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -715929.875000 Penalty: 4423.849609
	Iteration 7Q: 3 clusters Score -715929.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -715979.875000 Penalty: 4423.849609
	Iteration 8Q: 3 clusters Score -715979.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -716027.500000 Penalty: 4423.849609
	Iteration 9Q: 3 clusters Score -716027.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -716070.687500 Penalty: 4423.849609
	Iteration 10Q: 3 clusters Score -716070.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -716105.125000 Penalty: 4423.849609
	Iteration 11Q: 3 clusters Score -716105.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -716144.687500 Penalty: 4423.849609
	Iteration 12Q: 3 clusters Score -716144.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -716185.062500 Penalty: 4423.849609
	Iteration 13Q: 3 clusters Score -716185.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -716227.562500 Penalty: 4423.849609
	Iteration 14Q: 3 clusters Score -716227.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -716273.312500 Penalty: 4423.849609
	Iteration 15Q: 3 clusters Score -716273.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -716323.000000 Penalty: 4423.849609
	Iteration 16Q: 3 clusters Score -716323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -716379.187500 Penalty: 4423.849609
	Iteration 17Q: 3 clusters Score -716379.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -716437.250000 Penalty: 4423.849609
	Iteration 18Q: 3 clusters Score -716437.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -716501.375000 Penalty: 4423.849609
	Iteration 19Q: 3 clusters Score -716501.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -716559.187500 Penalty: 4423.849609
	Iteration 20F: 3 clusters Score -716559.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -716610.062500 Penalty: 4423.849609
	Iteration 21Q: 3 clusters Score -716610.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -716660.062500 Penalty: 4423.849609
	Iteration 22Q: 3 clusters Score -716660.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -716698.437500 Penalty: 4423.849609
	Iteration 23Q: 3 clusters Score -716698.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -716731.625000 Penalty: 4423.849609
	Iteration 24Q: 3 clusters Score -716731.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -716765.875000 Penalty: 4423.849609
	Iteration 25Q: 3 clusters Score -716765.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -716804.375000 Penalty: 4423.849609
	Iteration 26Q: 3 clusters Score -716804.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -716838.187500 Penalty: 4423.849609
	Iteration 27Q: 3 clusters Score -716838.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -716872.000000 Penalty: 4423.849609
	Iteration 28Q: 3 clusters Score -716872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -716904.625000 Penalty: 4423.849609
	Iteration 29Q: 3 clusters Score -716904.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -716928.562500 Penalty: 4423.849609
	Iteration 30Q: 3 clusters Score -716928.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -716956.375000 Penalty: 4423.849609
	Iteration 31Q: 3 clusters Score -716956.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -716979.875000 Penalty: 4423.849609
	Iteration 32Q: 3 clusters Score -716979.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -717006.687500 Penalty: 4423.849609
	Iteration 33Q: 3 clusters Score -717006.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -717029.812500 Penalty: 4423.849609
	Iteration 34Q: 3 clusters Score -717029.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -717055.375000 Penalty: 4423.849609
	Iteration 35Q: 3 clusters Score -717055.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -717082.312500 Penalty: 4423.849609
	Iteration 36Q: 3 clusters Score -717082.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -717101.312500 Penalty: 4423.849609
	Iteration 37Q: 3 clusters Score -717101.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -717113.625000 Penalty: 4423.849609
	Iteration 38Q: 3 clusters Score -717113.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -717125.937500 Penalty: 4423.849609
	Iteration 39Q: 3 clusters Score -717125.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -717136.750000 Penalty: 4423.849609
	Iteration 40F: 3 clusters Score -717136.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -717149.875000 Penalty: 4423.849609
	Iteration 41Q: 3 clusters Score -717149.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -717159.750000 Penalty: 4423.849609
	Iteration 42Q: 3 clusters Score -717159.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -717167.000000 Penalty: 4423.849609
	Iteration 43Q: 3 clusters Score -717167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -717171.000000 Penalty: 4423.849609
	Iteration 44Q: 3 clusters Score -717171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -717175.875000 Penalty: 4423.849609
	Iteration 45Q: 3 clusters Score -717175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -717180.750000 Penalty: 4423.849609
	Iteration 46Q: 3 clusters Score -717180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -717187.125000 Penalty: 4423.849609
	Iteration 47Q: 3 clusters Score -717187.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -717193.062500 Penalty: 4423.849609
	Iteration 48Q: 3 clusters Score -717193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -717197.000000 Penalty: 4423.849609
	Iteration 49Q: 3 clusters Score -717197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -717202.000000 Penalty: 4423.849609
	Iteration 50Q: 3 clusters Score -717202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -717206.062500 Penalty: 4423.849609
	Iteration 51Q: 3 clusters Score -717206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -717212.562500 Penalty: 4423.849609
	Iteration 52Q: 3 clusters Score -717212.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -717222.812500 Penalty: 4423.849609
	Iteration 53Q: 3 clusters Score -717222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -717228.562500 Penalty: 4423.849609
	Iteration 54Q: 3 clusters Score -717228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -717232.625000 Penalty: 4423.849609
	Iteration 55Q: 3 clusters Score -717232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -717235.250000 Penalty: 4423.849609
	Iteration 56Q: 3 clusters Score -717235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -717237.625000 Penalty: 4423.849609
	Iteration 57Q: 3 clusters Score -717237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -717239.687500 Penalty: 4423.849609
	Iteration 58Q: 3 clusters Score -717239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -717241.125000 Penalty: 4423.849609
	Iteration 59Q: 3 clusters Score -717241.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -717244.000000 Penalty: 4423.849609
	Iteration 60F: 3 clusters Score -717244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -717245.937500 Penalty: 4423.849609
	Iteration 61Q: 3 clusters Score -717245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -717250.937500 Penalty: 4423.849609
	Iteration 62Q: 3 clusters Score -717250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -717251.875000 Penalty: 4423.849609
	Iteration 63Q: 3 clusters Score -717251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -717252.000000 Penalty: 4423.849609
	Iteration 64Q: 3 clusters Score -717252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -717250.625000 Penalty: 4423.849609
	Iteration 65Q: 3 clusters Score -717250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -717252.937500 Penalty: 4423.849609
	Iteration 66Q: 3 clusters Score -717252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -717256.062500 Penalty: 4423.849609
	Iteration 67Q: 3 clusters Score -717256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -717262.125000 Penalty: 4423.849609
	Iteration 68Q: 3 clusters Score -717262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -717264.750000 Penalty: 4423.849609
	Iteration 69Q: 3 clusters Score -717264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -717266.250000 Penalty: 4423.849609
	Iteration 70Q: 3 clusters Score -717266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -717265.875000 Penalty: 4423.849609
	Iteration 71Q: 3 clusters Score -717265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -717267.250000 Penalty: 4423.849609
	Iteration 72Q: 3 clusters Score -717267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -717268.375000 Penalty: 4423.849609
	Iteration 73Q: 3 clusters Score -717268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -717268.187500 Penalty: 4423.849609
	Iteration 74Q: 3 clusters Score -717268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -717269.437500 Penalty: 4423.849609
	Iteration 75Q: 3 clusters Score -717269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -717269.687500 Penalty: 4423.849609
	Iteration 76Q: 3 clusters Score -717269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -717269.687500 Penalty: 4423.849609
	Iteration 77F: 3 clusters Score -717269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (168535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Entering Unmasked Estep 
Score: -13835665.000000 Penalty: 2984.654785
	Iteration 0F: 2 clusters Score -1.383566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -13722347.000000 Penalty: 5969.309570
	Iteration 0F: 3 clusters Score -1.372235e+07 nChanged 80876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -13769415.000000 Penalty: 5969.309570
	Iteration 1F: 3 clusters Score -1.376942e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -13770117.000000 Penalty: 5969.309570
	Iteration 2Q: 3 clusters Score -1.377012e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -13771283.000000 Penalty: 5969.309570
	Iteration 3Q: 3 clusters Score -1.377128e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -13772443.000000 Penalty: 5969.309570
	Iteration 4Q: 3 clusters Score -1.377244e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -13774040.000000 Penalty: 5969.309570
	Iteration 5Q: 3 clusters Score -1.377404e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -13776576.000000 Penalty: 5969.309570
	Iteration 6Q: 3 clusters Score -1.377658e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -13780257.000000 Penalty: 5969.309570
	Iteration 7Q: 3 clusters Score -1.378026e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -13786722.000000 Penalty: 5969.309570
	Iteration 8F: 3 clusters Score -1.378672e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -13796616.000000 Penalty: 5969.309570
	Iteration 9F: 3 clusters Score -1.379662e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141867 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -13808971.000000 Penalty: 5969.309570
	Iteration 10F: 3 clusters Score -1.380897e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153541 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -13819998.000000 Penalty: 5969.309570
	Iteration 11F: 3 clusters Score -1.382e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161139 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -13827151.000000 Penalty: 5969.309570
	Iteration 12Q: 3 clusters Score -1.382715e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -13830531.000000 Penalty: 5969.309570
	Iteration 13Q: 3 clusters Score -1.383053e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166640 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13832118.000000 Penalty: 5969.309570
	Iteration 14Q: 3 clusters Score -1.383212e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13832742.000000 Penalty: 5969.309570
	Iteration 15Q: 3 clusters Score -1.383274e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13833098.000000 Penalty: 5969.309570
	Iteration 16Q: 3 clusters Score -1.38331e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167536 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13833260.000000 Penalty: 5969.309570
	Iteration 17Q: 3 clusters Score -1.383326e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167559 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13833402.000000 Penalty: 5969.309570
	Iteration 18Q: 3 clusters Score -1.38334e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13833455.000000 Penalty: 5969.309570
	Iteration 19Q: 3 clusters Score -1.383346e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13833478.000000 Penalty: 5969.309570
	Iteration 20F: 3 clusters Score -1.383348e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -13833516.000000 Penalty: 5969.309570
	Iteration 21Q: 3 clusters Score -1.383352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13833571.000000 Penalty: 5969.309570
	Iteration 22Q: 3 clusters Score -1.383357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13833610.000000 Penalty: 5969.309570
	Iteration 23Q: 3 clusters Score -1.383361e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13833652.000000 Penalty: 5969.309570
	Iteration 24Q: 3 clusters Score -1.383365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167584 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13833647.000000 Penalty: 5969.309570
	Iteration 25Q: 3 clusters Score -1.383365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13833676.000000 Penalty: 5969.309570
	Iteration 26Q: 3 clusters Score -1.383368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13833674.000000 Penalty: 5969.309570
	Iteration 27Q: 3 clusters Score -1.383367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13833681.000000 Penalty: 5969.309570
	Iteration 28Q: 3 clusters Score -1.383368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167538 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13833716.000000 Penalty: 5969.309570
	Iteration 29Q: 3 clusters Score -1.383372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13833737.000000 Penalty: 5969.309570
	Iteration 30Q: 3 clusters Score -1.383374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -13833739.000000 Penalty: 5969.309570
	Iteration 31Q: 3 clusters Score -1.383374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13833741.000000 Penalty: 5969.309570
	Iteration 32Q: 3 clusters Score -1.383374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13833743.000000 Penalty: 5969.309570
	Iteration 33Q: 3 clusters Score -1.383374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13833750.000000 Penalty: 5969.309570
	Iteration 34Q: 3 clusters Score -1.383375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13833763.000000 Penalty: 5969.309570
	Iteration 35Q: 3 clusters Score -1.383376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13833756.000000 Penalty: 5969.309570
	Iteration 36Q: 3 clusters Score -1.383376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13833770.000000 Penalty: 5969.309570
	Iteration 37Q: 3 clusters Score -1.383377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13833772.000000 Penalty: 5969.309570
	Iteration 38Q: 3 clusters Score -1.383377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13833770.000000 Penalty: 5969.309570
	Iteration 39Q: 3 clusters Score -1.383377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167498 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -13833768.000000 Penalty: 5969.309570
	Iteration 40F: 3 clusters Score -1.383377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13833764.000000 Penalty: 5969.309570
	Iteration 41Q: 3 clusters Score -1.383376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -13833764.000000 Penalty: 5969.309570
	Iteration 42Q: 3 clusters Score -1.383376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13833757.000000 Penalty: 5969.309570
	Iteration 43Q: 3 clusters Score -1.383376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13833757.000000 Penalty: 5969.309570
	Iteration 44F: 3 clusters Score -1.383376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Entering Unmasked Estep 
Score: -859679.875000 Penalty: 2312.425049
	Iteration 0F: 2 clusters Score -859679.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -851362.437500 Penalty: 4624.850098
	Iteration 0F: 3 clusters Score -851362.4 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -853965.687500 Penalty: 4624.850098
	Iteration 1F: 3 clusters Score -853965.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -854440.625000 Penalty: 4624.850098
	Iteration 2F: 3 clusters Score -854440.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -854884.000000 Penalty: 4624.850098
	Iteration 3F: 3 clusters Score -854884 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -855374.375000 Penalty: 4624.850098
	Iteration 4F: 3 clusters Score -855374.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -855911.187500 Penalty: 4624.850098
	Iteration 5F: 3 clusters Score -855911.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -856466.812500 Penalty: 4624.850098
	Iteration 6F: 3 clusters Score -856466.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -857037.000000 Penalty: 4624.850098
	Iteration 7F: 3 clusters Score -857037 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -857606.062500 Penalty: 4624.850098
	Iteration 8F: 3 clusters Score -857606.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -858023.937500 Penalty: 4624.850098
	Iteration 9Q: 3 clusters Score -858023.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -858466.000000 Penalty: 4624.850098
	Iteration 10Q: 3 clusters Score -858466 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -859051.187500 Penalty: 4624.850098
	Iteration 11Q: 3 clusters Score -859051.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -859722.750000 Penalty: 4624.850098
	Iteration 12Q: 3 clusters Score -859722.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -860572.875000 Penalty: 4624.850098
	Iteration 13Q: 3 clusters Score -860572.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -861735.375000 Penalty: 4624.850098
	Iteration 14F: 3 clusters Score -861735.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -862907.500000 Penalty: 4624.850098
	Iteration 15Q: 3 clusters Score -862907.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -863557.875000 Penalty: 4624.850098
	Iteration 16Q: 3 clusters Score -863557.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -863774.562500 Penalty: 4624.850098
	Iteration 17Q: 3 clusters Score -863774.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -863878.625000 Penalty: 4624.850098
	Iteration 18Q: 3 clusters Score -863878.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -863896.437500 Penalty: 4624.850098
	Iteration 19Q: 3 clusters Score -863896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -863896.375000 Penalty: 4624.850098
	Iteration 20F: 3 clusters Score -863896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -863898.437500 Penalty: 4624.850098
	Iteration 21Q: 3 clusters Score -863898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -863898.437500 Penalty: 4624.850098
	Iteration 22F: 3 clusters Score -863898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Mstep: Class 65 contains 5960 members 
Entering Unmasked Estep 
Score: -150779152.000000 Penalty: 231994.859375
Splitting cluster 38 changes total score from -150772976.000000 to -150779152.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 39 (10464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Entering Unmasked Estep 
Score: -973199.250000 Penalty: 2295.412598
	Iteration 0F: 2 clusters Score -973199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -965297.312500 Penalty: 4590.825195
	Iteration 0F: 3 clusters Score -965297.3 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -967805.687500 Penalty: 4590.825195
	Iteration 1F: 3 clusters Score -967805.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -968177.687500 Penalty: 4590.825195
	Iteration 2F: 3 clusters Score -968177.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -968482.812500 Penalty: 4590.825195
	Iteration 3F: 3 clusters Score -968482.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -968785.687500 Penalty: 4590.825195
	Iteration 4Q: 3 clusters Score -968785.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -969133.687500 Penalty: 4590.825195
	Iteration 5Q: 3 clusters Score -969133.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -969524.500000 Penalty: 4590.825195
	Iteration 6F: 3 clusters Score -969524.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -969996.625000 Penalty: 4590.825195
	Iteration 7F: 3 clusters Score -969996.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -970489.500000 Penalty: 4590.825195
	Iteration 8F: 3 clusters Score -970489.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -970924.312500 Penalty: 4590.825195
	Iteration 9Q: 3 clusters Score -970924.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -971315.437500 Penalty: 4590.825195
	Iteration 10Q: 3 clusters Score -971315.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -971594.500000 Penalty: 4590.825195
	Iteration 11Q: 3 clusters Score -971594.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -971784.500000 Penalty: 4590.825195
	Iteration 12Q: 3 clusters Score -971784.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -971902.187500 Penalty: 4590.825195
	Iteration 13Q: 3 clusters Score -971902.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -971975.312500 Penalty: 4590.825195
	Iteration 14Q: 3 clusters Score -971975.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -972013.625000 Penalty: 4590.825195
	Iteration 15Q: 3 clusters Score -972013.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -972035.125000 Penalty: 4590.825195
	Iteration 16Q: 3 clusters Score -972035.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -972053.937500 Penalty: 4590.825195
	Iteration 17Q: 3 clusters Score -972053.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -972061.000000 Penalty: 4590.825195
	Iteration 18Q: 3 clusters Score -972061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -972075.437500 Penalty: 4590.825195
	Iteration 19Q: 3 clusters Score -972075.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -972077.875000 Penalty: 4590.825195
	Iteration 20F: 3 clusters Score -972077.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -972082.875000 Penalty: 4590.825195
	Iteration 21Q: 3 clusters Score -972082.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -972088.312500 Penalty: 4590.825195
	Iteration 22Q: 3 clusters Score -972088.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -972093.000000 Penalty: 4590.825195
	Iteration 23Q: 3 clusters Score -972093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -972097.125000 Penalty: 4590.825195
	Iteration 24Q: 3 clusters Score -972097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -972095.312500 Penalty: 4590.825195
	Iteration 25Q: 3 clusters Score -972095.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -972102.500000 Penalty: 4590.825195
	Iteration 26Q: 3 clusters Score -972102.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -972107.937500 Penalty: 4590.825195
	Iteration 27Q: 3 clusters Score -972107.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -972110.187500 Penalty: 4590.825195
	Iteration 28Q: 3 clusters Score -972110.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -972117.062500 Penalty: 4590.825195
	Iteration 29Q: 3 clusters Score -972117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -972123.750000 Penalty: 4590.825195
	Iteration 30Q: 3 clusters Score -972123.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -972123.937500 Penalty: 4590.825195
	Iteration 31Q: 3 clusters Score -972123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -972129.437500 Penalty: 4590.825195
	Iteration 32Q: 3 clusters Score -972129.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -972137.437500 Penalty: 4590.825195
	Iteration 33Q: 3 clusters Score -972137.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -972139.562500 Penalty: 4590.825195
	Iteration 34Q: 3 clusters Score -972139.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -972144.125000 Penalty: 4590.825195
	Iteration 35Q: 3 clusters Score -972144.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -972149.562500 Penalty: 4590.825195
	Iteration 36Q: 3 clusters Score -972149.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -972152.187500 Penalty: 4590.825195
	Iteration 37Q: 3 clusters Score -972152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -972156.375000 Penalty: 4590.825195
	Iteration 38Q: 3 clusters Score -972156.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -972164.250000 Penalty: 4590.825195
	Iteration 39Q: 3 clusters Score -972164.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -972176.125000 Penalty: 4590.825195
	Iteration 40F: 3 clusters Score -972176.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -972188.375000 Penalty: 4590.825195
	Iteration 41Q: 3 clusters Score -972188.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -972198.312500 Penalty: 4590.825195
	Iteration 42Q: 3 clusters Score -972198.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -972209.625000 Penalty: 4590.825195
	Iteration 43Q: 3 clusters Score -972209.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -972220.750000 Penalty: 4590.825195
	Iteration 44Q: 3 clusters Score -972220.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -972232.937500 Penalty: 4590.825195
	Iteration 45Q: 3 clusters Score -972232.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -972243.312500 Penalty: 4590.825195
	Iteration 46Q: 3 clusters Score -972243.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -972253.875000 Penalty: 4590.825195
	Iteration 47Q: 3 clusters Score -972253.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -972270.187500 Penalty: 4590.825195
	Iteration 48Q: 3 clusters Score -972270.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -972282.062500 Penalty: 4590.825195
	Iteration 49Q: 3 clusters Score -972282.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -972297.250000 Penalty: 4590.825195
	Iteration 50Q: 3 clusters Score -972297.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -972312.187500 Penalty: 4590.825195
	Iteration 51Q: 3 clusters Score -972312.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -972328.000000 Penalty: 4590.825195
	Iteration 52Q: 3 clusters Score -972328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -972344.125000 Penalty: 4590.825195
	Iteration 53Q: 3 clusters Score -972344.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -972357.562500 Penalty: 4590.825195
	Iteration 54Q: 3 clusters Score -972357.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -972370.687500 Penalty: 4590.825195
	Iteration 55Q: 3 clusters Score -972370.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -972382.437500 Penalty: 4590.825195
	Iteration 56Q: 3 clusters Score -972382.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -972389.000000 Penalty: 4590.825195
	Iteration 57Q: 3 clusters Score -972389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -972401.062500 Penalty: 4590.825195
	Iteration 58Q: 3 clusters Score -972401.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -972413.875000 Penalty: 4590.825195
	Iteration 59Q: 3 clusters Score -972413.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -972426.375000 Penalty: 4590.825195
	Iteration 60F: 3 clusters Score -972426.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -972433.750000 Penalty: 4590.825195
	Iteration 61Q: 3 clusters Score -972433.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -972442.562500 Penalty: 4590.825195
	Iteration 62Q: 3 clusters Score -972442.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -972451.312500 Penalty: 4590.825195
	Iteration 63Q: 3 clusters Score -972451.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -972465.187500 Penalty: 4590.825195
	Iteration 64Q: 3 clusters Score -972465.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -972476.625000 Penalty: 4590.825195
	Iteration 65Q: 3 clusters Score -972476.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -972493.500000 Penalty: 4590.825195
	Iteration 66Q: 3 clusters Score -972493.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -972505.937500 Penalty: 4590.825195
	Iteration 67Q: 3 clusters Score -972505.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -972518.000000 Penalty: 4590.825195
	Iteration 68Q: 3 clusters Score -972518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -972535.625000 Penalty: 4590.825195
	Iteration 69Q: 3 clusters Score -972535.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -972551.687500 Penalty: 4590.825195
	Iteration 70Q: 3 clusters Score -972551.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -972568.625000 Penalty: 4590.825195
	Iteration 71Q: 3 clusters Score -972568.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -972587.875000 Penalty: 4590.825195
	Iteration 72Q: 3 clusters Score -972587.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -972600.687500 Penalty: 4590.825195
	Iteration 73Q: 3 clusters Score -972600.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -972618.125000 Penalty: 4590.825195
	Iteration 74Q: 3 clusters Score -972618.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -972639.187500 Penalty: 4590.825195
	Iteration 75Q: 3 clusters Score -972639.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -972660.500000 Penalty: 4590.825195
	Iteration 76Q: 3 clusters Score -972660.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -972686.500000 Penalty: 4590.825195
	Iteration 77Q: 3 clusters Score -972686.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -972712.125000 Penalty: 4590.825195
	Iteration 78Q: 3 clusters Score -972712.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -972740.375000 Penalty: 4590.825195
	Iteration 79Q: 3 clusters Score -972740.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -972774.187500 Penalty: 4590.825195
	Iteration 80F: 3 clusters Score -972774.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -972801.812500 Penalty: 4590.825195
	Iteration 81Q: 3 clusters Score -972801.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -972824.750000 Penalty: 4590.825195
	Iteration 82Q: 3 clusters Score -972824.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -972863.437500 Penalty: 4590.825195
	Iteration 83Q: 3 clusters Score -972863.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -972902.125000 Penalty: 4590.825195
	Iteration 84Q: 3 clusters Score -972902.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -972931.437500 Penalty: 4590.825195
	Iteration 85Q: 3 clusters Score -972931.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -972957.312500 Penalty: 4590.825195
	Iteration 86Q: 3 clusters Score -972957.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -972974.500000 Penalty: 4590.825195
	Iteration 87Q: 3 clusters Score -972974.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -972996.750000 Penalty: 4590.825195
	Iteration 88Q: 3 clusters Score -972996.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -973004.312500 Penalty: 4590.825195
	Iteration 89Q: 3 clusters Score -973004.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -973010.312500 Penalty: 4590.825195
	Iteration 90Q: 3 clusters Score -973010.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -973015.000000 Penalty: 4590.825195
	Iteration 91Q: 3 clusters Score -973015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -973020.187500 Penalty: 4590.825195
	Iteration 92Q: 3 clusters Score -973020.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -973023.875000 Penalty: 4590.825195
	Iteration 93Q: 3 clusters Score -973023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -973023.937500 Penalty: 4590.825195
	Iteration 94Q: 3 clusters Score -973023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -973025.187500 Penalty: 4590.825195
	Iteration 95Q: 3 clusters Score -973025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -973027.312500 Penalty: 4590.825195
	Iteration 96Q: 3 clusters Score -973027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -973031.062500 Penalty: 4590.825195
	Iteration 97Q: 3 clusters Score -973031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -973029.312500 Penalty: 4590.825195
	Iteration 98Q: 3 clusters Score -973029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -973031.250000 Penalty: 4590.825195
	Iteration 99Q: 3 clusters Score -973031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -973031.250000 Penalty: 4590.825195
	Iteration 100F: 3 clusters Score -973031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -163713.640625 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -163713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161184.515625 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -161184.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -161907.187500 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -161907.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -162255.921875 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -162255.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -162444.046875 Penalty: 3762.802734
	Iteration 3F: 3 clusters Score -162444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -162570.140625 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -162570.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -162728.453125 Penalty: 3762.802734
	Iteration 5Q: 3 clusters Score -162728.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -162906.703125 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -162906.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -163030.828125 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -163030.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -163156.453125 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -163156.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -163291.078125 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -163291.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -163375.546875 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -163375.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163465.953125 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -163466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -163543.921875 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -163543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -163588.546875 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -163588.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -163610.765625 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -163610.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -163618.609375 Penalty: 3762.802734
	Iteration 15Q: 3 clusters Score -163618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -163621.906250 Penalty: 3762.802734
	Iteration 16Q: 3 clusters Score -163621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -163624.484375 Penalty: 3762.802734
	Iteration 17Q: 3 clusters Score -163624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -163629.156250 Penalty: 3762.802734
	Iteration 18Q: 3 clusters Score -163629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -163631.140625 Penalty: 3762.802734
	Iteration 19Q: 3 clusters Score -163631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -163641.546875 Penalty: 3762.802734
	Iteration 20F: 3 clusters Score -163641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -163664.953125 Penalty: 3762.802734
	Iteration 21Q: 3 clusters Score -163665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -163695.656250 Penalty: 3762.802734
	Iteration 22Q: 3 clusters Score -163695.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -163723.218750 Penalty: 3762.802734
	Iteration 23Q: 3 clusters Score -163723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163732.953125 Penalty: 3762.802734
	Iteration 24Q: 3 clusters Score -163733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -163742.328125 Penalty: 3762.802734
	Iteration 25Q: 3 clusters Score -163742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -163746.078125 Penalty: 3762.802734
	Iteration 26Q: 3 clusters Score -163746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -163751.718750 Penalty: 3762.802734
	Iteration 27Q: 3 clusters Score -163751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -163753.218750 Penalty: 3762.802734
	Iteration 28Q: 3 clusters Score -163753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -163753.218750 Penalty: 3762.802734
	Iteration 29F: 3 clusters Score -163753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 12488 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Mstep: Class 65 contains 5960 members 
Mstep: Class 66 contains 1084 members 
Entering Unmasked Estep 
Score: -150777520.000000 Penalty: 235564.015625
Splitting cluster 40 changes total score from -150772976.000000 to -150777520.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 41 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -327070.406250 Penalty: 2067.603271
	Iteration 0F: 2 clusters Score -327070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -323075.906250 Penalty: 4135.206543
	Iteration 0F: 3 clusters Score -323075.9 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -323966.437500 Penalty: 4135.206543
	Iteration 1F: 3 clusters Score -323966.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -324183.093750 Penalty: 4135.206543
	Iteration 2F: 3 clusters Score -324183.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -324343.843750 Penalty: 4135.206543
	Iteration 3F: 3 clusters Score -324343.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -324480.343750 Penalty: 4135.206543
	Iteration 4Q: 3 clusters Score -324480.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -324598.218750 Penalty: 4135.206543
	Iteration 5Q: 3 clusters Score -324598.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -324676.156250 Penalty: 4135.206543
	Iteration 6Q: 3 clusters Score -324676.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -324732.406250 Penalty: 4135.206543
	Iteration 7Q: 3 clusters Score -324732.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -324781.718750 Penalty: 4135.206543
	Iteration 8Q: 3 clusters Score -324781.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -324815.593750 Penalty: 4135.206543
	Iteration 9Q: 3 clusters Score -324815.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -324849.562500 Penalty: 4135.206543
	Iteration 10Q: 3 clusters Score -324849.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -324874.968750 Penalty: 4135.206543
	Iteration 11Q: 3 clusters Score -324875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -324900.250000 Penalty: 4135.206543
	Iteration 12Q: 3 clusters Score -324900.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -324924.062500 Penalty: 4135.206543
	Iteration 13Q: 3 clusters Score -324924.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -324947.468750 Penalty: 4135.206543
	Iteration 14Q: 3 clusters Score -324947.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -324968.687500 Penalty: 4135.206543
	Iteration 15Q: 3 clusters Score -324968.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -324988.062500 Penalty: 4135.206543
	Iteration 16Q: 3 clusters Score -324988.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -325006.125000 Penalty: 4135.206543
	Iteration 17Q: 3 clusters Score -325006.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -325024.343750 Penalty: 4135.206543
	Iteration 18Q: 3 clusters Score -325024.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -325044.062500 Penalty: 4135.206543
	Iteration 19Q: 3 clusters Score -325044.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -325056.093750 Penalty: 4135.206543
	Iteration 20F: 3 clusters Score -325056.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -325071.125000 Penalty: 4135.206543
	Iteration 21Q: 3 clusters Score -325071.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -325080.562500 Penalty: 4135.206543
	Iteration 22Q: 3 clusters Score -325080.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -325089.000000 Penalty: 4135.206543
	Iteration 23Q: 3 clusters Score -325089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -325100.125000 Penalty: 4135.206543
	Iteration 24Q: 3 clusters Score -325100.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -325110.468750 Penalty: 4135.206543
	Iteration 25Q: 3 clusters Score -325110.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -325119.250000 Penalty: 4135.206543
	Iteration 26Q: 3 clusters Score -325119.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -325129.968750 Penalty: 4135.206543
	Iteration 27Q: 3 clusters Score -325130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -325140.812500 Penalty: 4135.206543
	Iteration 28Q: 3 clusters Score -325140.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -325151.250000 Penalty: 4135.206543
	Iteration 29Q: 3 clusters Score -325151.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -325162.843750 Penalty: 4135.206543
	Iteration 30Q: 3 clusters Score -325162.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -325172.781250 Penalty: 4135.206543
	Iteration 31Q: 3 clusters Score -325172.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -325185.937500 Penalty: 4135.206543
	Iteration 32Q: 3 clusters Score -325185.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -325200.812500 Penalty: 4135.206543
	Iteration 33Q: 3 clusters Score -325200.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -325212.625000 Penalty: 4135.206543
	Iteration 34Q: 3 clusters Score -325212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -325218.843750 Penalty: 4135.206543
	Iteration 35Q: 3 clusters Score -325218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -325225.156250 Penalty: 4135.206543
	Iteration 36Q: 3 clusters Score -325225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -325228.343750 Penalty: 4135.206543
	Iteration 37Q: 3 clusters Score -325228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -325232.187500 Penalty: 4135.206543
	Iteration 38Q: 3 clusters Score -325232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -325235.750000 Penalty: 4135.206543
	Iteration 39Q: 3 clusters Score -325235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -325239.812500 Penalty: 4135.206543
	Iteration 40F: 3 clusters Score -325239.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -325243.156250 Penalty: 4135.206543
	Iteration 41Q: 3 clusters Score -325243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -325250.812500 Penalty: 4135.206543
	Iteration 42Q: 3 clusters Score -325250.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -325256.187500 Penalty: 4135.206543
	Iteration 43Q: 3 clusters Score -325256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -325257.593750 Penalty: 4135.206543
	Iteration 44Q: 3 clusters Score -325257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -325259.093750 Penalty: 4135.206543
	Iteration 45Q: 3 clusters Score -325259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -325261.281250 Penalty: 4135.206543
	Iteration 46Q: 3 clusters Score -325261.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -325265.718750 Penalty: 4135.206543
	Iteration 47Q: 3 clusters Score -325265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -325270.718750 Penalty: 4135.206543
	Iteration 48Q: 3 clusters Score -325270.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -325279.062500 Penalty: 4135.206543
	Iteration 49Q: 3 clusters Score -325279.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -325289.031250 Penalty: 4135.206543
	Iteration 50Q: 3 clusters Score -325289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -325298.156250 Penalty: 4135.206543
	Iteration 51Q: 3 clusters Score -325298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -325310.718750 Penalty: 4135.206543
	Iteration 52Q: 3 clusters Score -325310.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -325321.062500 Penalty: 4135.206543
	Iteration 53Q: 3 clusters Score -325321.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -325333.218750 Penalty: 4135.206543
	Iteration 54Q: 3 clusters Score -325333.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -325344.687500 Penalty: 4135.206543
	Iteration 55Q: 3 clusters Score -325344.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -325356.281250 Penalty: 4135.206543
	Iteration 56Q: 3 clusters Score -325356.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -325374.187500 Penalty: 4135.206543
	Iteration 57Q: 3 clusters Score -325374.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -325409.406250 Penalty: 4135.206543
	Iteration 58Q: 3 clusters Score -325409.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -325454.312500 Penalty: 4135.206543
	Iteration 59Q: 3 clusters Score -325454.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -325495.562500 Penalty: 4135.206543
	Iteration 60F: 3 clusters Score -325495.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -325543.312500 Penalty: 4135.206543
	Iteration 61Q: 3 clusters Score -325543.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -325577.687500 Penalty: 4135.206543
	Iteration 62Q: 3 clusters Score -325577.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -325598.531250 Penalty: 4135.206543
	Iteration 63Q: 3 clusters Score -325598.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -325615.375000 Penalty: 4135.206543
	Iteration 64Q: 3 clusters Score -325615.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -325631.187500 Penalty: 4135.206543
	Iteration 65Q: 3 clusters Score -325631.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -325646.781250 Penalty: 4135.206543
	Iteration 66Q: 3 clusters Score -325646.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -325660.093750 Penalty: 4135.206543
	Iteration 67Q: 3 clusters Score -325660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -325669.812500 Penalty: 4135.206543
	Iteration 68Q: 3 clusters Score -325669.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -325681.375000 Penalty: 4135.206543
	Iteration 69Q: 3 clusters Score -325681.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -325687.312500 Penalty: 4135.206543
	Iteration 70Q: 3 clusters Score -325687.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -325690.125000 Penalty: 4135.206543
	Iteration 71Q: 3 clusters Score -325690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -325691.812500 Penalty: 4135.206543
	Iteration 72Q: 3 clusters Score -325691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -325693.875000 Penalty: 4135.206543
	Iteration 73Q: 3 clusters Score -325693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -325696.093750 Penalty: 4135.206543
	Iteration 74Q: 3 clusters Score -325696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325696.531250 Penalty: 4135.206543
	Iteration 75Q: 3 clusters Score -325696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325697.593750 Penalty: 4135.206543
	Iteration 76Q: 3 clusters Score -325697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325697.375000 Penalty: 4135.206543
	Iteration 77Q: 3 clusters Score -325697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325697.375000 Penalty: 4135.206543
	Iteration 78F: 3 clusters Score -325697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (102937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Entering Unmasked Estep 
Score: -8240096.500000 Penalty: 2862.384277
	Iteration 0F: 2 clusters Score -8240096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -8171268.000000 Penalty: 5724.768555
	Iteration 0F: 3 clusters Score -8171268 nChanged 48629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -8199290.500000 Penalty: 5724.768555
	Iteration 1F: 3 clusters Score -8199290 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -8200174.500000 Penalty: 5724.768555
	Iteration 2Q: 3 clusters Score -8200174 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -8201280.000000 Penalty: 5724.768555
	Iteration 3Q: 3 clusters Score -8201280 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -8202856.000000 Penalty: 5724.768555
	Iteration 4Q: 3 clusters Score -8202856 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -8205322.000000 Penalty: 5724.768555
	Iteration 5Q: 3 clusters Score -8205322 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -8208852.000000 Penalty: 5724.768555
	Iteration 6F: 3 clusters Score -8208852 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -8213432.500000 Penalty: 5724.768555
	Iteration 7F: 3 clusters Score -8213432 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -8218085.500000 Penalty: 5724.768555
	Iteration 8F: 3 clusters Score -8218086 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -8221932.500000 Penalty: 5724.768555
	Iteration 9F: 3 clusters Score -8221932 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -8224286.500000 Penalty: 5724.768555
	Iteration 10F: 3 clusters Score -8224286 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -8225673.000000 Penalty: 5724.768555
	Iteration 11Q: 3 clusters Score -8225673 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -8226616.000000 Penalty: 5724.768555
	Iteration 12Q: 3 clusters Score -8226616 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -8227406.000000 Penalty: 5724.768555
	Iteration 13Q: 3 clusters Score -8227406 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -8228156.500000 Penalty: 5724.768555
	Iteration 14Q: 3 clusters Score -8228156 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -8228806.000000 Penalty: 5724.768555
	Iteration 15Q: 3 clusters Score -8228806 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -8229504.500000 Penalty: 5724.768555
	Iteration 16Q: 3 clusters Score -8229504 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -8230314.500000 Penalty: 5724.768555
	Iteration 17Q: 3 clusters Score -8230314 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -8231131.500000 Penalty: 5724.768555
	Iteration 18Q: 3 clusters Score -8231132 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -8231983.500000 Penalty: 5724.768555
	Iteration 19Q: 3 clusters Score -8231984 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -8232801.000000 Penalty: 5724.768555
	Iteration 20F: 3 clusters Score -8232801 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -8233627.000000 Penalty: 5724.768555
	Iteration 21Q: 3 clusters Score -8233627 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -8234395.500000 Penalty: 5724.768555
	Iteration 22Q: 3 clusters Score -8234396 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -8235151.500000 Penalty: 5724.768555
	Iteration 23Q: 3 clusters Score -8235152 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 94274 members 
Entering Unmasked Estep 
Score: -8235669.500000 Penalty: 5724.768555
	Iteration 24Q: 3 clusters Score -8235670 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -8236165.000000 Penalty: 5724.768555
	Iteration 25Q: 3 clusters Score -8236165 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 96663 members 
Entering Unmasked Estep 
Score: -8236548.000000 Penalty: 5724.768555
	Iteration 26Q: 3 clusters Score -8236548 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -8236891.000000 Penalty: 5724.768555
	Iteration 27Q: 3 clusters Score -8236891 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -8237080.500000 Penalty: 5724.768555
	Iteration 28Q: 3 clusters Score -8237080 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -8237269.500000 Penalty: 5724.768555
	Iteration 29Q: 3 clusters Score -8237270 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -8237430.000000 Penalty: 5724.768555
	Iteration 30Q: 3 clusters Score -8237430 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -8237570.500000 Penalty: 5724.768555
	Iteration 31Q: 3 clusters Score -8237570 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -8237643.500000 Penalty: 5724.768555
	Iteration 32Q: 3 clusters Score -8237644 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -8237747.500000 Penalty: 5724.768555
	Iteration 33Q: 3 clusters Score -8237748 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 100374 members 
Entering Unmasked Estep 
Score: -8237798.500000 Penalty: 5724.768555
	Iteration 34Q: 3 clusters Score -8237798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -8237837.500000 Penalty: 5724.768555
	Iteration 35Q: 3 clusters Score -8237838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 100634 members 
Entering Unmasked Estep 
Score: -8237865.000000 Penalty: 5724.768555
	Iteration 36Q: 3 clusters Score -8237865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -8237888.000000 Penalty: 5724.768555
	Iteration 37Q: 3 clusters Score -8237888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -8237896.500000 Penalty: 5724.768555
	Iteration 38Q: 3 clusters Score -8237896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -8237924.000000 Penalty: 5724.768555
	Iteration 39Q: 3 clusters Score -8237924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -8237925.000000 Penalty: 5724.768555
	Iteration 40F: 3 clusters Score -8237925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -8237947.500000 Penalty: 5724.768555
	Iteration 41Q: 3 clusters Score -8237948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -8237962.000000 Penalty: 5724.768555
	Iteration 42Q: 3 clusters Score -8237962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -8237992.000000 Penalty: 5724.768555
	Iteration 43Q: 3 clusters Score -8237992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -8238002.500000 Penalty: 5724.768555
	Iteration 44Q: 3 clusters Score -8238002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -8238008.500000 Penalty: 5724.768555
	Iteration 45Q: 3 clusters Score -8238008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -8238017.000000 Penalty: 5724.768555
	Iteration 46Q: 3 clusters Score -8238017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -8238031.500000 Penalty: 5724.768555
	Iteration 47Q: 3 clusters Score -8238032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -8238055.500000 Penalty: 5724.768555
	Iteration 48Q: 3 clusters Score -8238056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -8238040.500000 Penalty: 5724.768555
	Iteration 49Q: 3 clusters Score -8238040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -8238042.500000 Penalty: 5724.768555
	Iteration 50Q: 3 clusters Score -8238042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 101230 members 
Entering Unmasked Estep 
Score: -8238036.000000 Penalty: 5724.768555
	Iteration 51Q: 3 clusters Score -8238036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -8238037.500000 Penalty: 5724.768555
	Iteration 52Q: 3 clusters Score -8238038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -8238031.000000 Penalty: 5724.768555
	Iteration 53Q: 3 clusters Score -8238031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 101261 members 
Entering Unmasked Estep 
Score: -8238049.000000 Penalty: 5724.768555
	Iteration 54Q: 3 clusters Score -8238049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -8238068.500000 Penalty: 5724.768555
	Iteration 55Q: 3 clusters Score -8238068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -8238045.000000 Penalty: 5724.768555
	Iteration 56Q: 3 clusters Score -8238045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -8238049.500000 Penalty: 5724.768555
	Iteration 57Q: 3 clusters Score -8238050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -8238045.000000 Penalty: 5724.768555
	Iteration 58Q: 3 clusters Score -8238045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -8238044.500000 Penalty: 5724.768555
	Iteration 59Q: 3 clusters Score -8238044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -8238046.500000 Penalty: 5724.768555
	Iteration 60F: 3 clusters Score -8238046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -8238048.500000 Penalty: 5724.768555
	Iteration 61Q: 3 clusters Score -8238048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -8238052.000000 Penalty: 5724.768555
	Iteration 62Q: 3 clusters Score -8238052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 101311 members 
Entering Unmasked Estep 
Score: -8238067.000000 Penalty: 5724.768555
	Iteration 63Q: 3 clusters Score -8238067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -8238073.000000 Penalty: 5724.768555
	Iteration 64Q: 3 clusters Score -8238073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 101315 members 
Entering Unmasked Estep 
Score: -8238069.000000 Penalty: 5724.768555
	Iteration 65Q: 3 clusters Score -8238069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -8238067.500000 Penalty: 5724.768555
	Iteration 66Q: 3 clusters Score -8238068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -8238081.000000 Penalty: 5724.768555
	Iteration 67Q: 3 clusters Score -8238081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -8238077.000000 Penalty: 5724.768555
	Iteration 68Q: 3 clusters Score -8238077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -8238075.000000 Penalty: 5724.768555
	Iteration 69Q: 3 clusters Score -8238075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -8238068.500000 Penalty: 5724.768555
	Iteration 70Q: 3 clusters Score -8238068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -8238072.500000 Penalty: 5724.768555
	Iteration 71Q: 3 clusters Score -8238072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -8238075.000000 Penalty: 5724.768555
	Iteration 72Q: 3 clusters Score -8238075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -8238077.500000 Penalty: 5724.768555
	Iteration 73Q: 3 clusters Score -8238078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -8238077.500000 Penalty: 5724.768555
	Iteration 74F: 3 clusters Score -8238078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Entering Unmasked Estep 
Score: -1000000.062500 Penalty: 2339.265869
	Iteration 0F: 2 clusters Score -1000000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -990809.125000 Penalty: 4678.531738
	Iteration 0F: 3 clusters Score -990809.1 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -993724.750000 Penalty: 4678.531738
	Iteration 1F: 3 clusters Score -993724.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -994119.437500 Penalty: 4678.531738
	Iteration 2F: 3 clusters Score -994119.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -994490.312500 Penalty: 4678.531738
	Iteration 3F: 3 clusters Score -994490.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -994943.875000 Penalty: 4678.531738
	Iteration 4F: 3 clusters Score -994943.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -995486.437500 Penalty: 4678.531738
	Iteration 5F: 3 clusters Score -995486.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -996060.812500 Penalty: 4678.531738
	Iteration 6F: 3 clusters Score -996060.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -996643.250000 Penalty: 4678.531738
	Iteration 7F: 3 clusters Score -996643.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -997179.125000 Penalty: 4678.531738
	Iteration 8F: 3 clusters Score -997179.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -997532.562500 Penalty: 4678.531738
	Iteration 9Q: 3 clusters Score -997532.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -997800.312500 Penalty: 4678.531738
	Iteration 10Q: 3 clusters Score -997800.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -998001.250000 Penalty: 4678.531738
	Iteration 11Q: 3 clusters Score -998001.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -998161.437500 Penalty: 4678.531738
	Iteration 12Q: 3 clusters Score -998161.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -998296.937500 Penalty: 4678.531738
	Iteration 13Q: 3 clusters Score -998296.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -998386.062500 Penalty: 4678.531738
	Iteration 14Q: 3 clusters Score -998386.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -998451.312500 Penalty: 4678.531738
	Iteration 15Q: 3 clusters Score -998451.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -998507.875000 Penalty: 4678.531738
	Iteration 16Q: 3 clusters Score -998507.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -998547.875000 Penalty: 4678.531738
	Iteration 17Q: 3 clusters Score -998547.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -998583.375000 Penalty: 4678.531738
	Iteration 18Q: 3 clusters Score -998583.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -998607.562500 Penalty: 4678.531738
	Iteration 19Q: 3 clusters Score -998607.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -998635.625000 Penalty: 4678.531738
	Iteration 20F: 3 clusters Score -998635.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -998668.312500 Penalty: 4678.531738
	Iteration 21Q: 3 clusters Score -998668.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -998691.375000 Penalty: 4678.531738
	Iteration 22Q: 3 clusters Score -998691.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -998706.375000 Penalty: 4678.531738
	Iteration 23Q: 3 clusters Score -998706.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -998723.000000 Penalty: 4678.531738
	Iteration 24Q: 3 clusters Score -998723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -998740.937500 Penalty: 4678.531738
	Iteration 25Q: 3 clusters Score -998740.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -998754.062500 Penalty: 4678.531738
	Iteration 26Q: 3 clusters Score -998754.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -998765.312500 Penalty: 4678.531738
	Iteration 27Q: 3 clusters Score -998765.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -998786.125000 Penalty: 4678.531738
	Iteration 28Q: 3 clusters Score -998786.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -998804.375000 Penalty: 4678.531738
	Iteration 29Q: 3 clusters Score -998804.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -998833.937500 Penalty: 4678.531738
	Iteration 30Q: 3 clusters Score -998833.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -998875.875000 Penalty: 4678.531738
	Iteration 31Q: 3 clusters Score -998875.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -998934.250000 Penalty: 4678.531738
	Iteration 32Q: 3 clusters Score -998934.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -999009.312500 Penalty: 4678.531738
	Iteration 33Q: 3 clusters Score -999009.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -999105.250000 Penalty: 4678.531738
	Iteration 34Q: 3 clusters Score -999105.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -999247.375000 Penalty: 4678.531738
	Iteration 35Q: 3 clusters Score -999247.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -999422.750000 Penalty: 4678.531738
	Iteration 36Q: 3 clusters Score -999422.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -999591.562500 Penalty: 4678.531738
	Iteration 37Q: 3 clusters Score -999591.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -999709.187500 Penalty: 4678.531738
	Iteration 38Q: 3 clusters Score -999709.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -999774.000000 Penalty: 4678.531738
	Iteration 39Q: 3 clusters Score -999774 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -999832.500000 Penalty: 4678.531738
	Iteration 40F: 3 clusters Score -999832.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -999882.812500 Penalty: 4678.531738
	Iteration 41Q: 3 clusters Score -999882.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -999911.125000 Penalty: 4678.531738
	Iteration 42Q: 3 clusters Score -999911.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -999940.437500 Penalty: 4678.531738
	Iteration 43Q: 3 clusters Score -999940.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -999959.875000 Penalty: 4678.531738
	Iteration 44Q: 3 clusters Score -999959.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -999981.500000 Penalty: 4678.531738
	Iteration 45Q: 3 clusters Score -999981.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -999998.125000 Penalty: 4678.531738
	Iteration 46Q: 3 clusters Score -999998.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1000010.000000 Penalty: 4678.531738
	Iteration 47Q: 3 clusters Score -1000010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1000018.312500 Penalty: 4678.531738
	Iteration 48Q: 3 clusters Score -1000018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1000021.937500 Penalty: 4678.531738
	Iteration 49Q: 3 clusters Score -1000022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1000028.812500 Penalty: 4678.531738
	Iteration 50Q: 3 clusters Score -1000029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1000034.750000 Penalty: 4678.531738
	Iteration 51Q: 3 clusters Score -1000035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1000038.125000 Penalty: 4678.531738
	Iteration 52Q: 3 clusters Score -1000038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1000040.937500 Penalty: 4678.531738
	Iteration 53Q: 3 clusters Score -1000041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1000047.812500 Penalty: 4678.531738
	Iteration 54Q: 3 clusters Score -1000048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1000054.562500 Penalty: 4678.531738
	Iteration 55Q: 3 clusters Score -1000055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1000061.437500 Penalty: 4678.531738
	Iteration 56Q: 3 clusters Score -1000061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1000066.062500 Penalty: 4678.531738
	Iteration 57Q: 3 clusters Score -1000066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1000071.187500 Penalty: 4678.531738
	Iteration 58Q: 3 clusters Score -1000071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1000071.000000 Penalty: 4678.531738
	Iteration 59Q: 3 clusters Score -1000071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1000071.812500 Penalty: 4678.531738
	Iteration 60F: 3 clusters Score -1000072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1000072.562500 Penalty: 4678.531738
	Iteration 61Q: 3 clusters Score -1000073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1000075.375000 Penalty: 4678.531738
	Iteration 62Q: 3 clusters Score -1000075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1000075.125000 Penalty: 4678.531738
	Iteration 63Q: 3 clusters Score -1000075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1000075.687500 Penalty: 4678.531738
	Iteration 64Q: 3 clusters Score -1000076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1000076.812500 Penalty: 4678.531738
	Iteration 65Q: 3 clusters Score -1000077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1000077.687500 Penalty: 4678.531738
	Iteration 66Q: 3 clusters Score -1000078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1000077.687500 Penalty: 4678.531738
	Iteration 67F: 3 clusters Score -1000078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 5119 members 
Mstep: Class 44 contains 6433 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Mstep: Class 65 contains 5960 members 
Mstep: Class 66 contains 1084 members 
Mstep: Class 67 contains 7369 members 
Entering Unmasked Estep 
Score: -150775952.000000 Penalty: 239133.171875
Splitting cluster 43 changes total score from -150772976.000000 to -150775952.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 44 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -475561.062500 Penalty: 2174.760742
	Iteration 0F: 2 clusters Score -475561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -470124.656250 Penalty: 4349.521484
	Iteration 0F: 3 clusters Score -470124.7 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -471836.125000 Penalty: 4349.521484
	Iteration 1F: 3 clusters Score -471836.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -472624.843750 Penalty: 4349.521484
	Iteration 2F: 3 clusters Score -472624.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -473628.875000 Penalty: 4349.521484
	Iteration 3F: 3 clusters Score -473628.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -475185.062500 Penalty: 4349.521484
	Iteration 4F: 3 clusters Score -475185.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -477137.875000 Penalty: 4349.521484
	Iteration 5F: 3 clusters Score -477137.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -478227.125000 Penalty: 4349.521484
	Iteration 6F: 3 clusters Score -478227.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -479140.125000 Penalty: 4349.521484
	Iteration 7F: 3 clusters Score -479140.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -480078.718750 Penalty: 4349.521484
	Iteration 8Q: 3 clusters Score -480078.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -480358.406250 Penalty: 4349.521484
	Iteration 9Q: 3 clusters Score -480358.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -480390.531250 Penalty: 4349.521484
	Iteration 10Q: 3 clusters Score -480390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -480399.406250 Penalty: 4349.521484
	Iteration 11Q: 3 clusters Score -480399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -480400.125000 Penalty: 4349.521484
	Iteration 12Q: 3 clusters Score -480400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -480400.125000 Penalty: 4349.521484
	Iteration 13F: 3 clusters Score -480400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 5119 members 
Mstep: Class 44 contains 2082 members 
Mstep: Class 45 contains 4954 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Mstep: Class 65 contains 5960 members 
Mstep: Class 66 contains 1084 members 
Mstep: Class 67 contains 7369 members 
Mstep: Class 68 contains 4351 members 
Entering Unmasked Estep 
Score: -150779776.000000 Penalty: 242702.312500
Splitting cluster 44 changes total score from -150772976.000000 to -150779776.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 45 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -357758.125000 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -357758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -353201.031250 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -353201 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -354415.000000 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -354415 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -354934.625000 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -354934.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -355492.406250 Penalty: 4219.943359
	Iteration 3F: 3 clusters Score -355492.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -356158.406250 Penalty: 4219.943359
	Iteration 4F: 3 clusters Score -356158.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -356997.000000 Penalty: 4219.943359
	Iteration 5F: 3 clusters Score -356997 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -357808.468750 Penalty: 4219.943359
	Iteration 6F: 3 clusters Score -357808.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -358372.906250 Penalty: 4219.943359
	Iteration 7F: 3 clusters Score -358372.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -358682.031250 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -358682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -358783.625000 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -358783.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -358827.750000 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -358827.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -358852.156250 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -358852.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -358867.281250 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -358867.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -358875.000000 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -358875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358888.562500 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -358888.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -358922.781250 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -358922.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -359002.125000 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -359002.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -359119.187500 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -359119.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -359227.062500 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -359227.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -359310.937500 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -359310.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -359462.312500 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -359462.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -359631.281250 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -359631.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -359687.375000 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -359687.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -359711.000000 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -359711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -359720.375000 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -359720.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -359726.718750 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -359726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -359732.500000 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -359732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -359734.218750 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -359734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -359735.968750 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -359736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -359736.375000 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -359736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -359736.687500 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -359736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -359736.687500 Penalty: 4219.943359
	Iteration 31F: 3 clusters Score -359736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 5119 members 
Mstep: Class 44 contains 2082 members 
Mstep: Class 45 contains 2240 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 1747 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Mstep: Class 65 contains 5960 members 
Mstep: Class 66 contains 1084 members 
Mstep: Class 67 contains 7369 members 
Mstep: Class 68 contains 4351 members 
Mstep: Class 69 contains 2714 members 
Entering Unmasked Estep 
Score: -150780400.000000 Penalty: 246271.468750
Splitting cluster 45 changes total score from -150772976.000000 to -150780400.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 46 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -547583.687500 Penalty: 2196.239990
	Iteration 0F: 2 clusters Score -547583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -541836.125000 Penalty: 4392.479980
	Iteration 0F: 3 clusters Score -541836.1 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -543373.937500 Penalty: 4392.479980
	Iteration 1F: 3 clusters Score -543373.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -543590.937500 Penalty: 4392.479980
	Iteration 2F: 3 clusters Score -543590.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -543737.687500 Penalty: 4392.479980
	Iteration 3Q: 3 clusters Score -543737.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -543851.000000 Penalty: 4392.479980
	Iteration 4Q: 3 clusters Score -543851 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -543942.437500 Penalty: 4392.479980
	Iteration 5Q: 3 clusters Score -543942.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -544012.000000 Penalty: 4392.479980
	Iteration 6Q: 3 clusters Score -544012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -544069.562500 Penalty: 4392.479980
	Iteration 7Q: 3 clusters Score -544069.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -544134.812500 Penalty: 4392.479980
	Iteration 8Q: 3 clusters Score -544134.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -544206.812500 Penalty: 4392.479980
	Iteration 9Q: 3 clusters Score -544206.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -544278.875000 Penalty: 4392.479980
	Iteration 10Q: 3 clusters Score -544278.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -544352.000000 Penalty: 4392.479980
	Iteration 11Q: 3 clusters Score -544352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -544427.250000 Penalty: 4392.479980
	Iteration 12Q: 3 clusters Score -544427.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -544514.250000 Penalty: 4392.479980
	Iteration 13Q: 3 clusters Score -544514.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -544604.062500 Penalty: 4392.479980
	Iteration 14Q: 3 clusters Score -544604.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -544701.625000 Penalty: 4392.479980
	Iteration 15Q: 3 clusters Score -544701.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -544791.437500 Penalty: 4392.479980
	Iteration 16Q: 3 clusters Score -544791.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -544886.312500 Penalty: 4392.479980
	Iteration 17Q: 3 clusters Score -544886.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -544979.375000 Penalty: 4392.479980
	Iteration 18Q: 3 clusters Score -544979.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -545067.562500 Penalty: 4392.479980
	Iteration 19Q: 3 clusters Score -545067.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -545152.562500 Penalty: 4392.479980
	Iteration 20F: 3 clusters Score -545152.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -545243.937500 Penalty: 4392.479980
	Iteration 21Q: 3 clusters Score -545243.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -545325.000000 Penalty: 4392.479980
	Iteration 22Q: 3 clusters Score -545325 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -545383.812500 Penalty: 4392.479980
	Iteration 23Q: 3 clusters Score -545383.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -545425.375000 Penalty: 4392.479980
	Iteration 24Q: 3 clusters Score -545425.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -545452.000000 Penalty: 4392.479980
	Iteration 25Q: 3 clusters Score -545452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -545481.187500 Penalty: 4392.479980
	Iteration 26Q: 3 clusters Score -545481.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -545501.062500 Penalty: 4392.479980
	Iteration 27Q: 3 clusters Score -545501.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -545514.312500 Penalty: 4392.479980
	Iteration 28Q: 3 clusters Score -545514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -545525.437500 Penalty: 4392.479980
	Iteration 29Q: 3 clusters Score -545525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -545540.500000 Penalty: 4392.479980
	Iteration 30Q: 3 clusters Score -545540.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -545550.812500 Penalty: 4392.479980
	Iteration 31Q: 3 clusters Score -545550.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -545556.937500 Penalty: 4392.479980
	Iteration 32Q: 3 clusters Score -545556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -545564.687500 Penalty: 4392.479980
	Iteration 33Q: 3 clusters Score -545564.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -545572.562500 Penalty: 4392.479980
	Iteration 34Q: 3 clusters Score -545572.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -545581.500000 Penalty: 4392.479980
	Iteration 35Q: 3 clusters Score -545581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -545589.125000 Penalty: 4392.479980
	Iteration 36Q: 3 clusters Score -545589.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -545598.062500 Penalty: 4392.479980
	Iteration 37Q: 3 clusters Score -545598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -545606.500000 Penalty: 4392.479980
	Iteration 38Q: 3 clusters Score -545606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -545614.250000 Penalty: 4392.479980
	Iteration 39Q: 3 clusters Score -545614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -545621.125000 Penalty: 4392.479980
	Iteration 40F: 3 clusters Score -545621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -545629.937500 Penalty: 4392.479980
	Iteration 41Q: 3 clusters Score -545629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -545636.812500 Penalty: 4392.479980
	Iteration 42Q: 3 clusters Score -545636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -545644.625000 Penalty: 4392.479980
	Iteration 43Q: 3 clusters Score -545644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -545654.375000 Penalty: 4392.479980
	Iteration 44Q: 3 clusters Score -545654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -545657.125000 Penalty: 4392.479980
	Iteration 45Q: 3 clusters Score -545657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -545660.625000 Penalty: 4392.479980
	Iteration 46Q: 3 clusters Score -545660.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -545662.250000 Penalty: 4392.479980
	Iteration 47Q: 3 clusters Score -545662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -545663.500000 Penalty: 4392.479980
	Iteration 48Q: 3 clusters Score -545663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -545667.250000 Penalty: 4392.479980
	Iteration 49Q: 3 clusters Score -545667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -545669.062500 Penalty: 4392.479980
	Iteration 50Q: 3 clusters Score -545669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -545672.062500 Penalty: 4392.479980
	Iteration 51Q: 3 clusters Score -545672.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -545676.375000 Penalty: 4392.479980
	Iteration 52Q: 3 clusters Score -545676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -545677.375000 Penalty: 4392.479980
	Iteration 53Q: 3 clusters Score -545677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -545679.812500 Penalty: 4392.479980
	Iteration 54Q: 3 clusters Score -545679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -545680.000000 Penalty: 4392.479980
	Iteration 55Q: 3 clusters Score -545680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -545685.500000 Penalty: 4392.479980
	Iteration 56Q: 3 clusters Score -545685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -545687.812500 Penalty: 4392.479980
	Iteration 57Q: 3 clusters Score -545687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -545691.687500 Penalty: 4392.479980
	Iteration 58Q: 3 clusters Score -545691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -545696.375000 Penalty: 4392.479980
	Iteration 59Q: 3 clusters Score -545696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -545698.187500 Penalty: 4392.479980
	Iteration 60F: 3 clusters Score -545698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -545700.062500 Penalty: 4392.479980
	Iteration 61Q: 3 clusters Score -545700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -545702.312500 Penalty: 4392.479980
	Iteration 62Q: 3 clusters Score -545702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -545705.937500 Penalty: 4392.479980
	Iteration 63Q: 3 clusters Score -545705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -545705.937500 Penalty: 4392.479980
	Iteration 64F: 3 clusters Score -545705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (38627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Entering Unmasked Estep 
Score: -3096112.250000 Penalty: 2619.303223
	Iteration 0F: 2 clusters Score -3096112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3070086.500000 Penalty: 5238.606445
	Iteration 0F: 3 clusters Score -3070086 nChanged 17499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3079580.500000 Penalty: 5238.606445
	Iteration 1F: 3 clusters Score -3079580 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3080085.500000 Penalty: 5238.606445
	Iteration 2Q: 3 clusters Score -3080086 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3080657.000000 Penalty: 5238.606445
	Iteration 3Q: 3 clusters Score -3080657 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3081323.000000 Penalty: 5238.606445
	Iteration 4Q: 3 clusters Score -3081323 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3082059.750000 Penalty: 5238.606445
	Iteration 5Q: 3 clusters Score -3082060 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3082941.000000 Penalty: 5238.606445
	Iteration 6Q: 3 clusters Score -3082941 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3084096.250000 Penalty: 5238.606445
	Iteration 7F: 3 clusters Score -3084096 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3085631.000000 Penalty: 5238.606445
	Iteration 8F: 3 clusters Score -3085631 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3087510.750000 Penalty: 5238.606445
	Iteration 9F: 3 clusters Score -3087511 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3089453.750000 Penalty: 5238.606445
	Iteration 10F: 3 clusters Score -3089454 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3091006.000000 Penalty: 5238.606445
	Iteration 11Q: 3 clusters Score -3091006 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3092193.250000 Penalty: 5238.606445
	Iteration 12Q: 3 clusters Score -3092193 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3092970.500000 Penalty: 5238.606445
	Iteration 13Q: 3 clusters Score -3092970 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3093359.500000 Penalty: 5238.606445
	Iteration 14Q: 3 clusters Score -3093360 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3093559.250000 Penalty: 5238.606445
	Iteration 15Q: 3 clusters Score -3093559 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3093680.750000 Penalty: 5238.606445
	Iteration 16Q: 3 clusters Score -3093681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3093748.000000 Penalty: 5238.606445
	Iteration 17Q: 3 clusters Score -3093748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3093793.750000 Penalty: 5238.606445
	Iteration 18Q: 3 clusters Score -3093794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3093825.000000 Penalty: 5238.606445
	Iteration 19Q: 3 clusters Score -3093825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3093852.000000 Penalty: 5238.606445
	Iteration 20F: 3 clusters Score -3093852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3093870.750000 Penalty: 5238.606445
	Iteration 21Q: 3 clusters Score -3093871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3093880.750000 Penalty: 5238.606445
	Iteration 22Q: 3 clusters Score -3093881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3093886.750000 Penalty: 5238.606445
	Iteration 23Q: 3 clusters Score -3093887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3093895.000000 Penalty: 5238.606445
	Iteration 24Q: 3 clusters Score -3093895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3093902.500000 Penalty: 5238.606445
	Iteration 25Q: 3 clusters Score -3093902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3093902.500000 Penalty: 5238.606445
	Iteration 26Q: 3 clusters Score -3093902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3093902.250000 Penalty: 5238.606445
	Iteration 27Q: 3 clusters Score -3093902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3093905.250000 Penalty: 5238.606445
	Iteration 28Q: 3 clusters Score -3093905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3093905.250000 Penalty: 5238.606445
	Iteration 29F: 3 clusters Score -3093905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -157281.484375 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -157281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -154854.109375 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -154854.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155482.750000 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -155482.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -155914.656250 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -155914.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -156254.593750 Penalty: 3713.082031
	Iteration 3F: 3 clusters Score -156254.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -156489.656250 Penalty: 3713.082031
	Iteration 4F: 3 clusters Score -156489.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156667.093750 Penalty: 3713.082031
	Iteration 5F: 3 clusters Score -156667.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -156769.875000 Penalty: 3713.082031
	Iteration 6Q: 3 clusters Score -156769.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -156835.015625 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -156835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -156888.296875 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -156888.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -156938.906250 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -156938.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156971.984375 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -156972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157002.515625 Penalty: 3713.082031
	Iteration 11Q: 3 clusters Score -157002.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157027.484375 Penalty: 3713.082031
	Iteration 12Q: 3 clusters Score -157027.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157045.296875 Penalty: 3713.082031
	Iteration 13Q: 3 clusters Score -157045.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157059.281250 Penalty: 3713.082031
	Iteration 14Q: 3 clusters Score -157059.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157071.484375 Penalty: 3713.082031
	Iteration 15Q: 3 clusters Score -157071.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157087.906250 Penalty: 3713.082031
	Iteration 16Q: 3 clusters Score -157087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157093.953125 Penalty: 3713.082031
	Iteration 17Q: 3 clusters Score -157094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157098.312500 Penalty: 3713.082031
	Iteration 18Q: 3 clusters Score -157098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157104.593750 Penalty: 3713.082031
	Iteration 19Q: 3 clusters Score -157104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157104.593750 Penalty: 3713.082031
	Iteration 20F: 3 clusters Score -157104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -420469.687500 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -420469.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -416365.062500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -416365.1 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -417394.468750 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -417394.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -417813.843750 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -417813.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -418383.687500 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -418383.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -418975.156250 Penalty: 4159.089355
	Iteration 4F: 3 clusters Score -418975.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -419487.531250 Penalty: 4159.089355
	Iteration 5F: 3 clusters Score -419487.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -419757.656250 Penalty: 4159.089355
	Iteration 6F: 3 clusters Score -419757.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -419922.000000 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -419922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -420025.250000 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -420025.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -420103.968750 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -420104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -420148.562500 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -420148.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -420168.468750 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -420168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -420183.906250 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -420183.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -420192.125000 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -420192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -420195.937500 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -420195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -420197.812500 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -420197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -420199.375000 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -420199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -420200.718750 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -420200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -420200.968750 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -420201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -420200.875000 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -420200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -420200.875000 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -420200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -925193.250000 Penalty: 2324.875488
	Iteration 0F: 2 clusters Score -925193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -916361.562500 Penalty: 4649.750977
	Iteration 0F: 3 clusters Score -916361.6 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -919147.562500 Penalty: 4649.750977
	Iteration 1F: 3 clusters Score -919147.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -919658.500000 Penalty: 4649.750977
	Iteration 2F: 3 clusters Score -919658.5 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -920266.250000 Penalty: 4649.750977
	Iteration 3F: 3 clusters Score -920266.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -921186.125000 Penalty: 4649.750977
	Iteration 4F: 3 clusters Score -921186.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -922246.500000 Penalty: 4649.750977
	Iteration 5F: 3 clusters Score -922246.5 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -923131.562500 Penalty: 4649.750977
	Iteration 6F: 3 clusters Score -923131.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -923612.562500 Penalty: 4649.750977
	Iteration 7F: 3 clusters Score -923612.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -923823.000000 Penalty: 4649.750977
	Iteration 8Q: 3 clusters Score -923823 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -923934.125000 Penalty: 4649.750977
	Iteration 9Q: 3 clusters Score -923934.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -924019.187500 Penalty: 4649.750977
	Iteration 10Q: 3 clusters Score -924019.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -924064.750000 Penalty: 4649.750977
	Iteration 11Q: 3 clusters Score -924064.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -924104.687500 Penalty: 4649.750977
	Iteration 12Q: 3 clusters Score -924104.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -924134.000000 Penalty: 4649.750977
	Iteration 13Q: 3 clusters Score -924134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -924152.562500 Penalty: 4649.750977
	Iteration 14Q: 3 clusters Score -924152.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -924162.062500 Penalty: 4649.750977
	Iteration 15Q: 3 clusters Score -924162.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -924170.375000 Penalty: 4649.750977
	Iteration 16Q: 3 clusters Score -924170.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -924177.750000 Penalty: 4649.750977
	Iteration 17Q: 3 clusters Score -924177.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -924185.187500 Penalty: 4649.750977
	Iteration 18Q: 3 clusters Score -924185.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -924189.812500 Penalty: 4649.750977
	Iteration 19Q: 3 clusters Score -924189.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -924198.187500 Penalty: 4649.750977
	Iteration 20F: 3 clusters Score -924198.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -924205.437500 Penalty: 4649.750977
	Iteration 21Q: 3 clusters Score -924205.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -924212.500000 Penalty: 4649.750977
	Iteration 22Q: 3 clusters Score -924212.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -924217.937500 Penalty: 4649.750977
	Iteration 23Q: 3 clusters Score -924217.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -924221.875000 Penalty: 4649.750977
	Iteration 24Q: 3 clusters Score -924221.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -924232.375000 Penalty: 4649.750977
	Iteration 25Q: 3 clusters Score -924232.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -924249.062500 Penalty: 4649.750977
	Iteration 26Q: 3 clusters Score -924249.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -924264.812500 Penalty: 4649.750977
	Iteration 27Q: 3 clusters Score -924264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -924279.437500 Penalty: 4649.750977
	Iteration 28Q: 3 clusters Score -924279.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -924290.500000 Penalty: 4649.750977
	Iteration 29Q: 3 clusters Score -924290.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -924298.187500 Penalty: 4649.750977
	Iteration 30Q: 3 clusters Score -924298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -924308.437500 Penalty: 4649.750977
	Iteration 31Q: 3 clusters Score -924308.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -924314.875000 Penalty: 4649.750977
	Iteration 32Q: 3 clusters Score -924314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -924317.250000 Penalty: 4649.750977
	Iteration 33Q: 3 clusters Score -924317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -924324.250000 Penalty: 4649.750977
	Iteration 34Q: 3 clusters Score -924324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -924323.625000 Penalty: 4649.750977
	Iteration 35Q: 3 clusters Score -924323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -924326.312500 Penalty: 4649.750977
	Iteration 36Q: 3 clusters Score -924326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -924327.437500 Penalty: 4649.750977
	Iteration 37Q: 3 clusters Score -924327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -924331.250000 Penalty: 4649.750977
	Iteration 38Q: 3 clusters Score -924331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -924330.000000 Penalty: 4649.750977
	Iteration 39Q: 3 clusters Score -924330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -924331.250000 Penalty: 4649.750977
	Iteration 40F: 3 clusters Score -924331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -924331.687500 Penalty: 4649.750977
	Iteration 41Q: 3 clusters Score -924331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -924331.187500 Penalty: 4649.750977
	Iteration 42Q: 3 clusters Score -924331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -924333.687500 Penalty: 4649.750977
	Iteration 43Q: 3 clusters Score -924333.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -924334.500000 Penalty: 4649.750977
	Iteration 44Q: 3 clusters Score -924334.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -924337.687500 Penalty: 4649.750977
	Iteration 45Q: 3 clusters Score -924337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -924338.625000 Penalty: 4649.750977
	Iteration 46Q: 3 clusters Score -924338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -924337.812500 Penalty: 4649.750977
	Iteration 47Q: 3 clusters Score -924337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -924339.062500 Penalty: 4649.750977
	Iteration 48Q: 3 clusters Score -924339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -924340.437500 Penalty: 4649.750977
	Iteration 49Q: 3 clusters Score -924340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -924343.625000 Penalty: 4649.750977
	Iteration 50Q: 3 clusters Score -924343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -924342.812500 Penalty: 4649.750977
	Iteration 51Q: 3 clusters Score -924342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -924347.000000 Penalty: 4649.750977
	Iteration 52Q: 3 clusters Score -924347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -924347.812500 Penalty: 4649.750977
	Iteration 53Q: 3 clusters Score -924347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -924349.000000 Penalty: 4649.750977
	Iteration 54Q: 3 clusters Score -924349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -924347.812500 Penalty: 4649.750977
	Iteration 55Q: 3 clusters Score -924347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -924347.812500 Penalty: 4649.750977
	Iteration 56F: 3 clusters Score -924347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -313682.406250 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -313682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -309767.187500 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -309767.2 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -310663.625000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -310663.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -310869.125000 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -310869.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -310984.781250 Penalty: 4114.715820
	Iteration 3F: 3 clusters Score -310984.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -311076.718750 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -311076.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -311160.187500 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -311160.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -311235.812500 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -311235.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -311327.156250 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -311327.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -311396.937500 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -311396.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -311446.406250 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -311446.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -311494.218750 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -311494.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -311533.656250 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -311533.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -311567.000000 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -311567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -311595.343750 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -311595.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -311616.625000 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -311616.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -311632.937500 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -311632.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -311650.937500 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -311650.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -311666.781250 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -311666.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -311682.531250 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -311682.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -311697.875000 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -311697.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -311710.687500 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -311710.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -311725.000000 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -311725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -311741.562500 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -311741.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -311756.906250 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -311756.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -311769.937500 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -311769.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -311781.593750 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -311781.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -311798.875000 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -311798.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -311809.625000 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -311809.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -311819.625000 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -311819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -311829.875000 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -311829.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -311837.062500 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -311837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -311841.218750 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -311841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -311844.031250 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -311844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -311849.812500 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -311849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -311852.656250 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -311852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -311855.687500 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -311855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -311856.875000 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -311856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -311857.968750 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -311858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -311859.656250 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -311859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -311861.156250 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -311861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -311863.250000 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -311863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -311865.812500 Penalty: 4114.715820
	Iteration 41Q: 3 clusters Score -311865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -311868.750000 Penalty: 4114.715820
	Iteration 42Q: 3 clusters Score -311868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -311870.156250 Penalty: 4114.715820
	Iteration 43Q: 3 clusters Score -311870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311871.406250 Penalty: 4114.715820
	Iteration 44Q: 3 clusters Score -311871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311872.156250 Penalty: 4114.715820
	Iteration 45Q: 3 clusters Score -311872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -311872.343750 Penalty: 4114.715820
	Iteration 46Q: 3 clusters Score -311872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -311873.812500 Penalty: 4114.715820
	Iteration 47Q: 3 clusters Score -311873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311874.343750 Penalty: 4114.715820
	Iteration 48Q: 3 clusters Score -311874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -311875.343750 Penalty: 4114.715820
	Iteration 49Q: 3 clusters Score -311875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -311875.843750 Penalty: 4114.715820
	Iteration 50Q: 3 clusters Score -311875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -311876.531250 Penalty: 4114.715820
	Iteration 51Q: 3 clusters Score -311876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311876.906250 Penalty: 4114.715820
	Iteration 52Q: 3 clusters Score -311876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311876.906250 Penalty: 4114.715820
	Iteration 53F: 3 clusters Score -311876.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -123972.164062 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -123972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -121693.718750 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -121693.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -122381.171875 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -122381.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -122817.148438 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -122817.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123558.765625 Penalty: 3702.965088
	Iteration 3F: 3 clusters Score -123558.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -124447.617188 Penalty: 3702.965088
	Iteration 4F: 3 clusters Score -124447.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -125230.140625 Penalty: 3702.965088
	Iteration 5F: 3 clusters Score -125230.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -125543.460938 Penalty: 3702.965088
	Iteration 6F: 3 clusters Score -125543.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -125680.898438 Penalty: 3702.965088
	Iteration 7F: 3 clusters Score -125680.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -125758.242188 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -125758.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -125795.031250 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -125795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -125819.828125 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -125819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -125847.632812 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -125847.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -125855.132812 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -125855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -125857.617188 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -125857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125860.101562 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -125860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125865.335938 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -125865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -125876.812500 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -125876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -125879.257812 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -125879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -125881.015625 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -125881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -125882.710938 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -125882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -125883.101562 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -125883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -125883.890625 Penalty: 3702.965088
	Iteration 21Q: 3 clusters Score -125883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -125883.890625 Penalty: 3702.965088
	Iteration 22F: 3 clusters Score -125883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 5119 members 
Mstep: Class 44 contains 2082 members 
Mstep: Class 45 contains 2240 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 975 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Mstep: Class 55 contains 3589 members 
Mstep: Class 56 contains 2099 members 
Mstep: Class 57 contains 4670 members 
Mstep: Class 58 contains 3791 members 
Mstep: Class 59 contains 5083 members 
Mstep: Class 60 contains 1612 members 
Mstep: Class 61 contains 2819 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 1339 members 
Mstep: Class 65 contains 5960 members 
Mstep: Class 66 contains 1084 members 
Mstep: Class 67 contains 7369 members 
Mstep: Class 68 contains 4351 members 
Mstep: Class 69 contains 2714 members 
Mstep: Class 70 contains 772 members 
Entering Unmasked Estep 
Score: -150780304.000000 Penalty: 249840.625000
Splitting cluster 52 changes total score from -150772976.000000 to -150780304.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 53 (2608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Entering Unmasked Estep 
Score: -187481.453125 Penalty: 1950.852051
	Iteration 0F: 2 clusters Score -187481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -184422.593750 Penalty: 3901.704102
	Iteration 0F: 3 clusters Score -184422.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -185082.359375 Penalty: 3901.704102
	Iteration 1F: 3 clusters Score -185082.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -185280.453125 Penalty: 3901.704102
	Iteration 2F: 3 clusters Score -185280.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -185446.796875 Penalty: 3901.704102
	Iteration 3F: 3 clusters Score -185446.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -185609.546875 Penalty: 3901.704102
	Iteration 4F: 3 clusters Score -185609.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -185793.375000 Penalty: 3901.704102
	Iteration 5F: 3 clusters Score -185793.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -186011.718750 Penalty: 3901.704102
	Iteration 6F: 3 clusters Score -186011.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -186205.359375 Penalty: 3901.704102
	Iteration 7F: 3 clusters Score -186205.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -186376.140625 Penalty: 3901.704102
	Iteration 8F: 3 clusters Score -186376.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186488.484375 Penalty: 3901.704102
	Iteration 9Q: 3 clusters Score -186488.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -186580.375000 Penalty: 3901.704102
	Iteration 10Q: 3 clusters Score -186580.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -186675.531250 Penalty: 3901.704102
	Iteration 11Q: 3 clusters Score -186675.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -186756.031250 Penalty: 3901.704102
	Iteration 12Q: 3 clusters Score -186756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -186830.781250 Penalty: 3901.704102
	Iteration 13Q: 3 clusters Score -186830.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -186879.031250 Penalty: 3901.704102
	Iteration 14Q: 3 clusters Score -186879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -186909.875000 Penalty: 3901.704102
	Iteration 15Q: 3 clusters Score -186909.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -186932.000000 Penalty: 3901.704102
	Iteration 16Q: 3 clusters Score -186932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -186960.375000 Penalty: 3901.704102
	Iteration 17Q: 3 clusters Score -186960.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -187000.093750 Penalty: 3901.704102
	Iteration 18Q: 3 clusters Score -187000.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -187019.203125 Penalty: 3901.704102
	Iteration 19Q: 3 clusters Score -187019.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187030.500000 Penalty: 3901.704102
	Iteration 20F: 3 clusters Score -187030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -187038.703125 Penalty: 3901.704102
	Iteration 21Q: 3 clusters Score -187038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -187044.796875 Penalty: 3901.704102
	Iteration 22Q: 3 clusters Score -187044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -187048.812500 Penalty: 3901.704102
	Iteration 23Q: 3 clusters Score -187048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -187051.093750 Penalty: 3901.704102
	Iteration 24Q: 3 clusters Score -187051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -187054.859375 Penalty: 3901.704102
	Iteration 25Q: 3 clusters Score -187054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -187058.109375 Penalty: 3901.704102
	Iteration 26Q: 3 clusters Score -187058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -187061.406250 Penalty: 3901.704102
	Iteration 27Q: 3 clusters Score -187061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -187064.343750 Penalty: 3901.704102
	Iteration 28Q: 3 clusters Score -187064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -187067.015625 Penalty: 3901.704102
	Iteration 29Q: 3 clusters Score -187067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -187069.703125 Penalty: 3901.704102
	Iteration 30Q: 3 clusters Score -187069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -187073.843750 Penalty: 3901.704102
	Iteration 31Q: 3 clusters Score -187073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -187075.687500 Penalty: 3901.704102
	Iteration 32Q: 3 clusters Score -187075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -187076.546875 Penalty: 3901.704102
	Iteration 33Q: 3 clusters Score -187076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -187076.531250 Penalty: 3901.704102
	Iteration 34Q: 3 clusters Score -187076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -187077.140625 Penalty: 3901.704102
	Iteration 35Q: 3 clusters Score -187077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -187077.140625 Penalty: 3901.704102
	Iteration 36F: 3 clusters Score -187077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Entering Unmasked Estep 
Score: -547036.250000 Penalty: 2207.707764
	Iteration 0F: 2 clusters Score -547036.2 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 3655 members 
Entering Unmasked Estep 
Score: -541069.562500 Penalty: 4415.415527
	Iteration 0F: 3 clusters Score -541069.6 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -542831.437500 Penalty: 4415.415527
	Iteration 1F: 3 clusters Score -542831.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -543230.625000 Penalty: 4415.415527
	Iteration 2F: 3 clusters Score -543230.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -543615.375000 Penalty: 4415.415527
	Iteration 3F: 3 clusters Score -543615.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -543972.937500 Penalty: 4415.415527
	Iteration 4F: 3 clusters Score -543972.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -544281.875000 Penalty: 4415.415527
	Iteration 5F: 3 clusters Score -544281.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -544527.125000 Penalty: 4415.415527
	Iteration 6Q: 3 clusters Score -544527.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -544735.312500 Penalty: 4415.415527
	Iteration 7Q: 3 clusters Score -544735.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -544910.125000 Penalty: 4415.415527
	Iteration 8Q: 3 clusters Score -544910.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -545094.875000 Penalty: 4415.415527
	Iteration 9Q: 3 clusters Score -545094.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -545249.687500 Penalty: 4415.415527
	Iteration 10Q: 3 clusters Score -545249.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -545366.437500 Penalty: 4415.415527
	Iteration 11Q: 3 clusters Score -545366.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -545482.187500 Penalty: 4415.415527
	Iteration 12Q: 3 clusters Score -545482.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -545584.500000 Penalty: 4415.415527
	Iteration 13Q: 3 clusters Score -545584.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -545733.062500 Penalty: 4415.415527
	Iteration 14Q: 3 clusters Score -545733.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -545891.562500 Penalty: 4415.415527
	Iteration 15Q: 3 clusters Score -545891.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -546025.812500 Penalty: 4415.415527
	Iteration 16Q: 3 clusters Score -546025.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -546131.687500 Penalty: 4415.415527
	Iteration 17Q: 3 clusters Score -546131.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -546214.187500 Penalty: 4415.415527
	Iteration 18Q: 3 clusters Score -546214.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -546278.312500 Penalty: 4415.415527
	Iteration 19Q: 3 clusters Score -546278.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -546331.187500 Penalty: 4415.415527
	Iteration 20F: 3 clusters Score -546331.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -546393.562500 Penalty: 4415.415527
	Iteration 21Q: 3 clusters Score -546393.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -546458.312500 Penalty: 4415.415527
	Iteration 22Q: 3 clusters Score -546458.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -546524.062500 Penalty: 4415.415527
	Iteration 23Q: 3 clusters Score -546524.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -546588.250000 Penalty: 4415.415527
	Iteration 24Q: 3 clusters Score -546588.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -546642.937500 Penalty: 4415.415527
	Iteration 25Q: 3 clusters Score -546642.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -546687.000000 Penalty: 4415.415527
	Iteration 26Q: 3 clusters Score -546687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -546718.250000 Penalty: 4415.415527
	Iteration 27Q: 3 clusters Score -546718.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -546749.437500 Penalty: 4415.415527
	Iteration 28Q: 3 clusters Score -546749.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -546786.562500 Penalty: 4415.415527
	Iteration 29Q: 3 clusters Score -546786.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -546810.062500 Penalty: 4415.415527
	Iteration 30Q: 3 clusters Score -546810.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -546826.187500 Penalty: 4415.415527
	Iteration 31Q: 3 clusters Score -546826.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -546842.125000 Penalty: 4415.415527
	Iteration 32Q: 3 clusters Score -546842.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -546853.375000 Penalty: 4415.415527
	Iteration 33Q: 3 clusters Score -546853.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -546860.000000 Penalty: 4415.415527
	Iteration 34Q: 3 clusters Score -546860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -546862.875000 Penalty: 4415.415527
	Iteration 35Q: 3 clusters Score -546862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -546867.437500 Penalty: 4415.415527
	Iteration 36Q: 3 clusters Score -546867.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -546873.250000 Penalty: 4415.415527
	Iteration 37Q: 3 clusters Score -546873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -546877.125000 Penalty: 4415.415527
	Iteration 38Q: 3 clusters Score -546877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -546886.000000 Penalty: 4415.415527
	Iteration 39Q: 3 clusters Score -546886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -546901.125000 Penalty: 4415.415527
	Iteration 40F: 3 clusters Score -546901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -546915.312500 Penalty: 4415.415527
	Iteration 41Q: 3 clusters Score -546915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -546931.625000 Penalty: 4415.415527
	Iteration 42Q: 3 clusters Score -546931.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -546941.000000 Penalty: 4415.415527
	Iteration 43Q: 3 clusters Score -546941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -546946.375000 Penalty: 4415.415527
	Iteration 44Q: 3 clusters Score -546946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -546948.125000 Penalty: 4415.415527
	Iteration 45Q: 3 clusters Score -546948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -546949.187500 Penalty: 4415.415527
	Iteration 46Q: 3 clusters Score -546949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -546949.187500 Penalty: 4415.415527
	Iteration 47F: 3 clusters Score -546949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 128486 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19498 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 8 contains 114312 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 121937 members 
Mstep: Class 12 contains 53872 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19869 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 129823 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 22459 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 104112 members 
Mstep: Class 25 contains 9094 members 
Mstep: Class 26 contains 12231 members 
Mstep: Class 27 contains 16292 members 
Mstep: Class 28 contains 161267 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1670 members 
Mstep: Class 32 contains 41072 members 
Mstep: Class 33 contains 4991 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 969 members 
Mstep: Class 36 contains 7473 members 
Mstep: Class 37 contains 168535 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 10464 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 4176 members 
Mstep: Class 42 contains 102937 members 
Mstep: Class 43 contains 5119 members 
Mstep: Class 44 contains 2082 members 
Mstep: Class 45 contains 2240 members 
Mstep: Class 46 contains 7015 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1783 members 
Mstep: Class 49 contains 4382 members 
Mstep: Class 50 contains 11784 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 975 members 
Mstep: Class 53 contains 2608 members 
Mstep: Class 54 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150787712.000000 Penalty: 249840.625000
Iteration 119Q: 71 clusters Score -1.507877e+08 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 3 contains 128599 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 19551 members 
Mstep: Class 6 contains 20937 members 
Mstep: Class 7 contains 18970 members 
Mstep: Class 8 contains 113515 members 
Mstep: Class 9 contains 1216 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 122011 members 
Mstep: Class 12 contains 53787 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 19846 members 
Mstep: Class 15 contains 27132 members 
Mstep: Class 16 contains 34473 members 
Mstep: Class 17 contains 129658 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 145297 members 
Mstep: Class 22 contains 22049 members 
Mstep: Class 23 contains 8223 members 
Mstep: Class 24 contains 104836 members 
Mstep: Class 25 contains 9142 members 
Mstep: Class 26 contains 12048 members 
Mstep: Class 27 contains 16302 members 
Mstep: Class 28 contains 161274 members 
Mstep: Class 29 contains 4478 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 1542 members 
Mstep: Class 32 contains 41093 members 
Mstep: Class 33 contains 5065 members 
Mstep: Class 34 contains 6087 members 
Mstep: Class 35 contains 1011 members 
Mstep: Class 36 contains 7478 members 
Mstep: Class 37 contains 168923 members 
Mstep: Class 38 contains 5195 members 
Mstep: Class 39 contains 10346 members 
Mstep: Class 40 contains 1003 members 
Mstep: Class 41 contains 4183 members 
Mstep: Class 42 contains 102914 members 
Mstep: Class 43 contains 5309 members 
Mstep: Class 44 contains 2147 members 
Mstep: Class 45 contains 2275 members 
Mstep: Class 46 contains 7077 members 
Mstep: Class 47 contains 38736 members 
Mstep: Class 48 contains 1698 members 
Mstep: Class 49 contains 4449 members 
Mstep: Class 50 contains 11773 members 
Mstep: Class 51 contains 4004 members 
Mstep: Class 52 contains 1088 members 
Mstep: Class 53 contains 2613 members 
Mstep: Class 54 contains 7369 members 
Mstep: Class 55 contains 3549 members 
Mstep: Class 56 contains 1939 members 
Mstep: Class 57 contains 4386 members 
Mstep: Class 58 contains 3754 members 
Mstep: Class 59 contains 4878 members 
Mstep: Class 60 contains 1455 members 
Mstep: Class 61 contains 2820 members 
Mstep: Class 62 contains 3081 members 
Mstep: Class 63 contains 1004 members 
Mstep: Class 64 contains 1260 members 
Mstep: Class 65 contains 5804 members 
Mstep: Class 66 contains 1042 members 
Mstep: Class 67 contains 7187 members 
Mstep: Class 68 contains 4323 members 
Mstep: Class 69 contains 2681 members 
Mstep: Class 70 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795440.000000 Penalty: 249840.625000
Iteration 120F: 71 clusters Score -1.507954e+08 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 3414 members 
Mstep: Class 3 contains 128540 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 19533 members 
Mstep: Class 6 contains 20886 members 
Mstep: Class 7 contains 18852 members 
Mstep: Class 8 contains 112727 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 9742 members 
Mstep: Class 11 contains 122024 members 
Mstep: Class 12 contains 53695 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 26888 members 
Mstep: Class 16 contains 34412 members 
Mstep: Class 17 contains 129482 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 145381 members 
Mstep: Class 22 contains 21776 members 
Mstep: Class 23 contains 8061 members 
Mstep: Class 24 contains 105485 members 
Mstep: Class 25 contains 9115 members 
Mstep: Class 26 contains 11828 members 
Mstep: Class 27 contains 16274 members 
Mstep: Class 28 contains 161269 members 
Mstep: Class 29 contains 4471 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 1498 members 
Mstep: Class 32 contains 41115 members 
Mstep: Class 33 contains 5056 members 
Mstep: Class 34 contains 6079 members 
Mstep: Class 35 contains 1028 members 
Mstep: Class 36 contains 7503 members 
Mstep: Class 37 contains 169026 members 
Mstep: Class 38 contains 5126 members 
Mstep: Class 39 contains 10137 members 
Mstep: Class 40 contains 1028 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 102261 members 
Mstep: Class 43 contains 5505 members 
Mstep: Class 44 contains 2150 members 
Mstep: Class 45 contains 2289 members 
Mstep: Class 46 contains 7074 members 
Mstep: Class 47 contains 38694 members 
Mstep: Class 48 contains 1623 members 
Mstep: Class 49 contains 4333 members 
Mstep: Class 50 contains 11775 members 
Mstep: Class 51 contains 3993 members 
Mstep: Class 52 contains 1030 members 
Mstep: Class 53 contains 2579 members 
Mstep: Class 54 contains 7362 members 
Mstep: Class 55 contains 3840 members 
Mstep: Class 56 contains 1987 members 
Mstep: Class 57 contains 4744 members 
Mstep: Class 58 contains 3798 members 
Mstep: Class 59 contains 5611 members 
Mstep: Class 60 contains 1541 members 
Mstep: Class 61 contains 2994 members 
Mstep: Class 62 contains 3083 members 
Mstep: Class 63 contains 1292 members 
Mstep: Class 64 contains 1269 members 
Mstep: Class 65 contains 5759 members 
Mstep: Class 66 contains 1254 members 
Mstep: Class 67 contains 7227 members 
Mstep: Class 68 contains 4456 members 
Mstep: Class 69 contains 2764 members 
Mstep: Class 70 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798256.000000 Penalty: 249840.625000
Iteration 121Q: 71 clusters Score -1.507983e+08 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 128454 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 19512 members 
Mstep: Class 6 contains 20873 members 
Mstep: Class 7 contains 18782 members 
Mstep: Class 8 contains 111986 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 9828 members 
Mstep: Class 11 contains 122041 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 19630 members 
Mstep: Class 15 contains 26655 members 
Mstep: Class 16 contains 34363 members 
Mstep: Class 17 contains 129329 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 145490 members 
Mstep: Class 22 contains 21650 members 
Mstep: Class 23 contains 7951 members 
Mstep: Class 24 contains 106143 members 
Mstep: Class 25 contains 9111 members 
Mstep: Class 26 contains 11645 members 
Mstep: Class 27 contains 16291 members 
Mstep: Class 28 contains 161291 members 
Mstep: Class 29 contains 4467 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 1485 members 
Mstep: Class 32 contains 41165 members 
Mstep: Class 33 contains 5058 members 
Mstep: Class 34 contains 6070 members 
Mstep: Class 35 contains 1032 members 
Mstep: Class 36 contains 7517 members 
Mstep: Class 37 contains 169103 members 
Mstep: Class 38 contains 5093 members 
Mstep: Class 39 contains 10052 members 
Mstep: Class 40 contains 1054 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 101828 members 
Mstep: Class 43 contains 5713 members 
Mstep: Class 44 contains 2156 members 
Mstep: Class 45 contains 2305 members 
Mstep: Class 46 contains 7077 members 
Mstep: Class 47 contains 38655 members 
Mstep: Class 48 contains 1581 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 11801 members 
Mstep: Class 51 contains 3992 members 
Mstep: Class 52 contains 1014 members 
Mstep: Class 53 contains 2555 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4028 members 
Mstep: Class 56 contains 2007 members 
Mstep: Class 57 contains 4895 members 
Mstep: Class 58 contains 3812 members 
Mstep: Class 59 contains 6096 members 
Mstep: Class 60 contains 1598 members 
Mstep: Class 61 contains 3048 members 
Mstep: Class 62 contains 3086 members 
Mstep: Class 63 contains 1373 members 
Mstep: Class 64 contains 1250 members 
Mstep: Class 65 contains 5704 members 
Mstep: Class 66 contains 1445 members 
Mstep: Class 67 contains 7236 members 
Mstep: Class 68 contains 4509 members 
Mstep: Class 69 contains 2797 members 
Mstep: Class 70 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799648.000000 Penalty: 249840.625000
Iteration 122Q: 71 clusters Score -1.507996e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 128383 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 19483 members 
Mstep: Class 6 contains 20887 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 111352 members 
Mstep: Class 9 contains 1381 members 
Mstep: Class 10 contains 9952 members 
Mstep: Class 11 contains 122047 members 
Mstep: Class 12 contains 53618 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19587 members 
Mstep: Class 15 contains 26420 members 
Mstep: Class 16 contains 34301 members 
Mstep: Class 17 contains 129206 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 5290 members 
Mstep: Class 20 contains 2260 members 
Mstep: Class 21 contains 145613 members 
Mstep: Class 22 contains 21558 members 
Mstep: Class 23 contains 7871 members 
Mstep: Class 24 contains 106684 members 
Mstep: Class 25 contains 9087 members 
Mstep: Class 26 contains 11473 members 
Mstep: Class 27 contains 16296 members 
Mstep: Class 28 contains 161299 members 
Mstep: Class 29 contains 4466 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 41252 members 
Mstep: Class 33 contains 5058 members 
Mstep: Class 34 contains 6061 members 
Mstep: Class 35 contains 1035 members 
Mstep: Class 36 contains 7536 members 
Mstep: Class 37 contains 169164 members 
Mstep: Class 38 contains 5080 members 
Mstep: Class 39 contains 9994 members 
Mstep: Class 40 contains 1062 members 
Mstep: Class 41 contains 4175 members 
Mstep: Class 42 contains 101537 members 
Mstep: Class 43 contains 5939 members 
Mstep: Class 44 contains 2172 members 
Mstep: Class 45 contains 2313 members 
Mstep: Class 46 contains 7080 members 
Mstep: Class 47 contains 38631 members 
Mstep: Class 48 contains 1560 members 
Mstep: Class 49 contains 4120 members 
Mstep: Class 50 contains 11823 members 
Mstep: Class 51 contains 3994 members 
Mstep: Class 52 contains 1010 members 
Mstep: Class 53 contains 2539 members 
Mstep: Class 54 contains 7362 members 
Mstep: Class 55 contains 4144 members 
Mstep: Class 56 contains 2028 members 
Mstep: Class 57 contains 4968 members 
Mstep: Class 58 contains 3817 members 
Mstep: Class 59 contains 6411 members 
Mstep: Class 60 contains 1679 members 
Mstep: Class 61 contains 3075 members 
Mstep: Class 62 contains 3087 members 
Mstep: Class 63 contains 1413 members 
Mstep: Class 64 contains 1227 members 
Mstep: Class 65 contains 5677 members 
Mstep: Class 66 contains 1609 members 
Mstep: Class 67 contains 7237 members 
Mstep: Class 68 contains 4536 members 
Mstep: Class 69 contains 2810 members 
Mstep: Class 70 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800496.000000 Penalty: 249840.625000
Iteration 123Q: 71 clusters Score -1.508005e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 128335 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 19468 members 
Mstep: Class 6 contains 20895 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 110823 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 10067 members 
Mstep: Class 11 contains 122060 members 
Mstep: Class 12 contains 53595 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19560 members 
Mstep: Class 15 contains 26199 members 
Mstep: Class 16 contains 34236 members 
Mstep: Class 17 contains 129110 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 21 contains 145741 members 
Mstep: Class 22 contains 21492 members 
Mstep: Class 23 contains 7817 members 
Mstep: Class 24 contains 107118 members 
Mstep: Class 25 contains 9065 members 
Mstep: Class 26 contains 11320 members 
Mstep: Class 27 contains 16277 members 
Mstep: Class 28 contains 161307 members 
Mstep: Class 29 contains 4464 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1475 members 
Mstep: Class 32 contains 41333 members 
Mstep: Class 33 contains 5065 members 
Mstep: Class 34 contains 6058 members 
Mstep: Class 35 contains 1040 members 
Mstep: Class 36 contains 7546 members 
Mstep: Class 37 contains 169210 members 
Mstep: Class 38 contains 5073 members 
Mstep: Class 39 contains 9964 members 
Mstep: Class 40 contains 1063 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 101354 members 
Mstep: Class 43 contains 6154 members 
Mstep: Class 44 contains 2181 members 
Mstep: Class 45 contains 2320 members 
Mstep: Class 46 contains 7088 members 
Mstep: Class 47 contains 38628 members 
Mstep: Class 48 contains 1550 members 
Mstep: Class 49 contains 4021 members 
Mstep: Class 50 contains 11837 members 
Mstep: Class 51 contains 3994 members 
Mstep: Class 52 contains 1005 members 
Mstep: Class 53 contains 2529 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4214 members 
Mstep: Class 56 contains 2032 members 
Mstep: Class 57 contains 5013 members 
Mstep: Class 58 contains 3819 members 
Mstep: Class 59 contains 6618 members 
Mstep: Class 60 contains 1750 members 
Mstep: Class 61 contains 3092 members 
Mstep: Class 62 contains 3087 members 
Mstep: Class 63 contains 1429 members 
Mstep: Class 64 contains 1210 members 
Mstep: Class 65 contains 5666 members 
Mstep: Class 66 contains 1778 members 
Mstep: Class 67 contains 7241 members 
Mstep: Class 68 contains 4552 members 
Mstep: Class 69 contains 2818 members 
Mstep: Class 70 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800896.000000 Penalty: 249840.625000
Iteration 124Q: 71 clusters Score -1.508009e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 128284 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 19469 members 
Mstep: Class 6 contains 20889 members 
Mstep: Class 7 contains 18702 members 
Mstep: Class 8 contains 110352 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 122072 members 
Mstep: Class 12 contains 53581 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19545 members 
Mstep: Class 15 contains 25985 members 
Mstep: Class 16 contains 34181 members 
Mstep: Class 17 contains 129023 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 145855 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 7797 members 
Mstep: Class 24 contains 107548 members 
Mstep: Class 25 contains 9037 members 
Mstep: Class 26 contains 11191 members 
Mstep: Class 27 contains 16274 members 
Mstep: Class 28 contains 161313 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 41408 members 
Mstep: Class 33 contains 5071 members 
Mstep: Class 34 contains 6055 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 7560 members 
Mstep: Class 37 contains 169237 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 9944 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 4175 members 
Mstep: Class 42 contains 101196 members 
Mstep: Class 43 contains 6358 members 
Mstep: Class 44 contains 2188 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 7096 members 
Mstep: Class 47 contains 38619 members 
Mstep: Class 48 contains 1544 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 11852 members 
Mstep: Class 51 contains 3994 members 
Mstep: Class 52 contains 995 members 
Mstep: Class 53 contains 2520 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4262 members 
Mstep: Class 56 contains 2032 members 
Mstep: Class 57 contains 5054 members 
Mstep: Class 58 contains 3820 members 
Mstep: Class 59 contains 6790 members 
Mstep: Class 60 contains 1818 members 
Mstep: Class 61 contains 3105 members 
Mstep: Class 62 contains 3087 members 
Mstep: Class 63 contains 1443 members 
Mstep: Class 64 contains 1193 members 
Mstep: Class 65 contains 5652 members 
Mstep: Class 66 contains 1903 members 
Mstep: Class 67 contains 7239 members 
Mstep: Class 68 contains 4566 members 
Mstep: Class 69 contains 2821 members 
Mstep: Class 70 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801136.000000 Penalty: 249840.625000
Iteration 125Q: 71 clusters Score -1.508011e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 128257 members 
Mstep: Class 4 contains 5798 members 
Mstep: Class 5 contains 19474 members 
Mstep: Class 6 contains 20905 members 
Mstep: Class 7 contains 18675 members 
Mstep: Class 8 contains 109937 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 10261 members 
Mstep: Class 11 contains 122096 members 
Mstep: Class 12 contains 53571 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19532 members 
Mstep: Class 15 contains 25799 members 
Mstep: Class 16 contains 34139 members 
Mstep: Class 17 contains 128949 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 145933 members 
Mstep: Class 22 contains 21415 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 107923 members 
Mstep: Class 25 contains 9021 members 
Mstep: Class 26 contains 11093 members 
Mstep: Class 27 contains 16250 members 
Mstep: Class 28 contains 161329 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 1474 members 
Mstep: Class 32 contains 41472 members 
Mstep: Class 33 contains 5077 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 7573 members 
Mstep: Class 37 contains 169263 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 9919 members 
Mstep: Class 40 contains 1071 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 101064 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 2195 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 7101 members 
Mstep: Class 47 contains 38610 members 
Mstep: Class 48 contains 1536 members 
Mstep: Class 49 contains 3905 members 
Mstep: Class 50 contains 11863 members 
Mstep: Class 51 contains 3996 members 
Mstep: Class 52 contains 986 members 
Mstep: Class 53 contains 2506 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4295 members 
Mstep: Class 56 contains 2041 members 
Mstep: Class 57 contains 5075 members 
Mstep: Class 58 contains 3822 members 
Mstep: Class 59 contains 6925 members 
Mstep: Class 60 contains 1899 members 
Mstep: Class 61 contains 3114 members 
Mstep: Class 62 contains 3089 members 
Mstep: Class 63 contains 1449 members 
Mstep: Class 64 contains 1184 members 
Mstep: Class 65 contains 5649 members 
Mstep: Class 66 contains 1997 members 
Mstep: Class 67 contains 7236 members 
Mstep: Class 68 contains 4570 members 
Mstep: Class 69 contains 2827 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801488.000000 Penalty: 249840.625000
Iteration 126Q: 71 clusters Score -1.508015e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 128254 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 5 contains 19468 members 
Mstep: Class 6 contains 20933 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 109578 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 10315 members 
Mstep: Class 11 contains 122121 members 
Mstep: Class 12 contains 53566 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 25611 members 
Mstep: Class 16 contains 34096 members 
Mstep: Class 17 contains 128887 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 145982 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 108225 members 
Mstep: Class 25 contains 9019 members 
Mstep: Class 26 contains 11009 members 
Mstep: Class 27 contains 16246 members 
Mstep: Class 28 contains 161346 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 1474 members 
Mstep: Class 32 contains 41526 members 
Mstep: Class 33 contains 5083 members 
Mstep: Class 34 contains 6054 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 7583 members 
Mstep: Class 37 contains 169277 members 
Mstep: Class 38 contains 5052 members 
Mstep: Class 39 contains 9907 members 
Mstep: Class 40 contains 1073 members 
Mstep: Class 41 contains 4174 members 
Mstep: Class 42 contains 100949 members 
Mstep: Class 43 contains 6707 members 
Mstep: Class 44 contains 2198 members 
Mstep: Class 45 contains 2330 members 
Mstep: Class 46 contains 7105 members 
Mstep: Class 47 contains 38600 members 
Mstep: Class 48 contains 1532 members 
Mstep: Class 49 contains 3850 members 
Mstep: Class 50 contains 11875 members 
Mstep: Class 51 contains 3998 members 
Mstep: Class 52 contains 987 members 
Mstep: Class 53 contains 2493 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4326 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 5086 members 
Mstep: Class 58 contains 3825 members 
Mstep: Class 59 contains 7031 members 
Mstep: Class 60 contains 1961 members 
Mstep: Class 61 contains 3118 members 
Mstep: Class 62 contains 3089 members 
Mstep: Class 63 contains 1446 members 
Mstep: Class 64 contains 1182 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2098 members 
Mstep: Class 67 contains 7238 members 
Mstep: Class 68 contains 4573 members 
Mstep: Class 69 contains 2828 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801472.000000 Penalty: 249840.625000
Iteration 127Q: 71 clusters Score -1.508015e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 128237 members 
Mstep: Class 4 contains 5781 members 
Mstep: Class 5 contains 19465 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 18648 members 
Mstep: Class 8 contains 109241 members 
Mstep: Class 9 contains 1450 members 
Mstep: Class 10 contains 10367 members 
Mstep: Class 11 contains 122142 members 
Mstep: Class 12 contains 53565 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 15 contains 25432 members 
Mstep: Class 16 contains 34051 members 
Mstep: Class 17 contains 128833 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 2075 members 
Mstep: Class 21 contains 146057 members 
Mstep: Class 22 contains 21384 members 
Mstep: Class 23 contains 7764 members 
Mstep: Class 24 contains 108506 members 
Mstep: Class 25 contains 9013 members 
Mstep: Class 26 contains 10948 members 
Mstep: Class 27 contains 16245 members 
Mstep: Class 28 contains 161355 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1473 members 
Mstep: Class 32 contains 41590 members 
Mstep: Class 33 contains 5085 members 
Mstep: Class 34 contains 6050 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 7591 members 
Mstep: Class 37 contains 169285 members 
Mstep: Class 38 contains 5050 members 
Mstep: Class 39 contains 9891 members 
Mstep: Class 40 contains 1073 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 100841 members 
Mstep: Class 43 contains 6856 members 
Mstep: Class 44 contains 2203 members 
Mstep: Class 45 contains 2333 members 
Mstep: Class 46 contains 7110 members 
Mstep: Class 47 contains 38602 members 
Mstep: Class 48 contains 1527 members 
Mstep: Class 49 contains 3814 members 
Mstep: Class 50 contains 11889 members 
Mstep: Class 51 contains 3998 members 
Mstep: Class 52 contains 985 members 
Mstep: Class 53 contains 2489 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4351 members 
Mstep: Class 56 contains 2052 members 
Mstep: Class 57 contains 5101 members 
Mstep: Class 58 contains 3827 members 
Mstep: Class 59 contains 7114 members 
Mstep: Class 60 contains 2025 members 
Mstep: Class 61 contains 3121 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1446 members 
Mstep: Class 64 contains 1178 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2167 members 
Mstep: Class 67 contains 7246 members 
Mstep: Class 68 contains 4573 members 
Mstep: Class 69 contains 2832 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801952.000000 Penalty: 249840.625000
Iteration 128Q: 71 clusters Score -1.50802e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 128219 members 
Mstep: Class 4 contains 5772 members 
Mstep: Class 5 contains 19454 members 
Mstep: Class 6 contains 20943 members 
Mstep: Class 7 contains 18634 members 
Mstep: Class 8 contains 109002 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 10401 members 
Mstep: Class 11 contains 122145 members 
Mstep: Class 12 contains 53562 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19518 members 
Mstep: Class 15 contains 25229 members 
Mstep: Class 16 contains 34006 members 
Mstep: Class 17 contains 128782 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 2079 members 
Mstep: Class 21 contains 146113 members 
Mstep: Class 22 contains 21367 members 
Mstep: Class 23 contains 7766 members 
Mstep: Class 24 contains 108735 members 
Mstep: Class 25 contains 8992 members 
Mstep: Class 26 contains 10892 members 
Mstep: Class 27 contains 16246 members 
Mstep: Class 28 contains 161378 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 1473 members 
Mstep: Class 32 contains 41637 members 
Mstep: Class 33 contains 5085 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 1052 members 
Mstep: Class 36 contains 7598 members 
Mstep: Class 37 contains 169298 members 
Mstep: Class 38 contains 5048 members 
Mstep: Class 39 contains 9883 members 
Mstep: Class 40 contains 1083 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 100742 members 
Mstep: Class 43 contains 7043 members 
Mstep: Class 44 contains 2208 members 
Mstep: Class 45 contains 2341 members 
Mstep: Class 46 contains 7118 members 
Mstep: Class 47 contains 38601 members 
Mstep: Class 48 contains 1528 members 
Mstep: Class 49 contains 3797 members 
Mstep: Class 50 contains 11910 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 984 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4363 members 
Mstep: Class 56 contains 2052 members 
Mstep: Class 57 contains 5107 members 
Mstep: Class 58 contains 3829 members 
Mstep: Class 59 contains 7175 members 
Mstep: Class 60 contains 2061 members 
Mstep: Class 61 contains 3122 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1444 members 
Mstep: Class 64 contains 1180 members 
Mstep: Class 65 contains 5652 members 
Mstep: Class 66 contains 2220 members 
Mstep: Class 67 contains 7256 members 
Mstep: Class 68 contains 4576 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802032.000000 Penalty: 249840.625000
Iteration 129Q: 71 clusters Score -1.50802e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 128214 members 
Mstep: Class 4 contains 5765 members 
Mstep: Class 5 contains 19461 members 
Mstep: Class 6 contains 20952 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 108813 members 
Mstep: Class 9 contains 1455 members 
Mstep: Class 10 contains 10433 members 
Mstep: Class 11 contains 122138 members 
Mstep: Class 12 contains 53559 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 25046 members 
Mstep: Class 16 contains 33959 members 
Mstep: Class 17 contains 128731 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 146149 members 
Mstep: Class 22 contains 21352 members 
Mstep: Class 23 contains 7761 members 
Mstep: Class 24 contains 108902 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 10852 members 
Mstep: Class 27 contains 16270 members 
Mstep: Class 28 contains 161391 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 1473 members 
Mstep: Class 32 contains 41694 members 
Mstep: Class 33 contains 5085 members 
Mstep: Class 34 contains 6045 members 
Mstep: Class 35 contains 1051 members 
Mstep: Class 36 contains 7604 members 
Mstep: Class 37 contains 169308 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 9869 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 100645 members 
Mstep: Class 43 contains 7208 members 
Mstep: Class 44 contains 2212 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 7126 members 
Mstep: Class 47 contains 38595 members 
Mstep: Class 48 contains 1533 members 
Mstep: Class 49 contains 3782 members 
Mstep: Class 50 contains 11928 members 
Mstep: Class 51 contains 3999 members 
Mstep: Class 52 contains 983 members 
Mstep: Class 53 contains 2490 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4369 members 
Mstep: Class 56 contains 2053 members 
Mstep: Class 57 contains 5108 members 
Mstep: Class 58 contains 3831 members 
Mstep: Class 59 contains 7228 members 
Mstep: Class 60 contains 2092 members 
Mstep: Class 61 contains 3123 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1179 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2253 members 
Mstep: Class 67 contains 7258 members 
Mstep: Class 68 contains 4578 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801920.000000 Penalty: 249840.625000
Iteration 130Q: 71 clusters Score -1.508019e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 128229 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 19464 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18613 members 
Mstep: Class 8 contains 108648 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 122142 members 
Mstep: Class 12 contains 53555 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 24857 members 
Mstep: Class 16 contains 33924 members 
Mstep: Class 17 contains 128693 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 146167 members 
Mstep: Class 22 contains 21336 members 
Mstep: Class 23 contains 7764 members 
Mstep: Class 24 contains 109035 members 
Mstep: Class 25 contains 8991 members 
Mstep: Class 26 contains 10827 members 
Mstep: Class 27 contains 16280 members 
Mstep: Class 28 contains 161401 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 1473 members 
Mstep: Class 32 contains 41733 members 
Mstep: Class 33 contains 5086 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 1050 members 
Mstep: Class 36 contains 7609 members 
Mstep: Class 37 contains 169326 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 9860 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 100551 members 
Mstep: Class 43 contains 7372 members 
Mstep: Class 44 contains 2213 members 
Mstep: Class 45 contains 2350 members 
Mstep: Class 46 contains 7130 members 
Mstep: Class 47 contains 38598 members 
Mstep: Class 48 contains 1528 members 
Mstep: Class 49 contains 3768 members 
Mstep: Class 50 contains 11940 members 
Mstep: Class 51 contains 4001 members 
Mstep: Class 52 contains 983 members 
Mstep: Class 53 contains 2489 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4376 members 
Mstep: Class 56 contains 2055 members 
Mstep: Class 57 contains 5109 members 
Mstep: Class 58 contains 3833 members 
Mstep: Class 59 contains 7270 members 
Mstep: Class 60 contains 2105 members 
Mstep: Class 61 contains 3124 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1446 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5650 members 
Mstep: Class 66 contains 2286 members 
Mstep: Class 67 contains 7264 members 
Mstep: Class 68 contains 4577 members 
Mstep: Class 69 contains 2842 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801856.000000 Penalty: 249840.625000
Iteration 131Q: 71 clusters Score -1.508019e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 128231 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 19463 members 
Mstep: Class 6 contains 20982 members 
Mstep: Class 7 contains 18606 members 
Mstep: Class 8 contains 108538 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 122152 members 
Mstep: Class 12 contains 53546 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19503 members 
Mstep: Class 15 contains 24655 members 
Mstep: Class 16 contains 33897 members 
Mstep: Class 17 contains 128665 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 2171 members 
Mstep: Class 21 contains 146170 members 
Mstep: Class 22 contains 21325 members 
Mstep: Class 23 contains 7767 members 
Mstep: Class 24 contains 109148 members 
Mstep: Class 25 contains 8983 members 
Mstep: Class 26 contains 10813 members 
Mstep: Class 27 contains 16286 members 
Mstep: Class 28 contains 161416 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1473 members 
Mstep: Class 32 contains 41776 members 
Mstep: Class 33 contains 5089 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 1048 members 
Mstep: Class 36 contains 7615 members 
Mstep: Class 37 contains 169335 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 9849 members 
Mstep: Class 40 contains 1098 members 
Mstep: Class 41 contains 4170 members 
Mstep: Class 42 contains 100475 members 
Mstep: Class 43 contains 7547 members 
Mstep: Class 44 contains 2212 members 
Mstep: Class 45 contains 2354 members 
Mstep: Class 46 contains 7134 members 
Mstep: Class 47 contains 38592 members 
Mstep: Class 48 contains 1533 members 
Mstep: Class 49 contains 3750 members 
Mstep: Class 50 contains 11957 members 
Mstep: Class 51 contains 4001 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2492 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 2058 members 
Mstep: Class 57 contains 5111 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7304 members 
Mstep: Class 60 contains 2109 members 
Mstep: Class 61 contains 3127 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5649 members 
Mstep: Class 66 contains 2321 members 
Mstep: Class 67 contains 7266 members 
Mstep: Class 68 contains 4576 members 
Mstep: Class 69 contains 2844 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150801952.000000 Penalty: 249840.625000
Iteration 132Q: 71 clusters Score -1.50802e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 128236 members 
Mstep: Class 4 contains 5746 members 
Mstep: Class 5 contains 19465 members 
Mstep: Class 6 contains 20996 members 
Mstep: Class 7 contains 18601 members 
Mstep: Class 8 contains 108416 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 122163 members 
Mstep: Class 12 contains 53544 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19491 members 
Mstep: Class 15 contains 24426 members 
Mstep: Class 16 contains 33866 members 
Mstep: Class 17 contains 128660 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 146167 members 
Mstep: Class 22 contains 21321 members 
Mstep: Class 23 contains 7761 members 
Mstep: Class 24 contains 109265 members 
Mstep: Class 25 contains 8978 members 
Mstep: Class 26 contains 10803 members 
Mstep: Class 27 contains 16304 members 
Mstep: Class 28 contains 161410 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1471 members 
Mstep: Class 32 contains 41822 members 
Mstep: Class 33 contains 5093 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 1049 members 
Mstep: Class 36 contains 7621 members 
Mstep: Class 37 contains 169343 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 9847 members 
Mstep: Class 40 contains 1098 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100404 members 
Mstep: Class 43 contains 7721 members 
Mstep: Class 44 contains 2215 members 
Mstep: Class 45 contains 2354 members 
Mstep: Class 46 contains 7137 members 
Mstep: Class 47 contains 38601 members 
Mstep: Class 48 contains 1536 members 
Mstep: Class 49 contains 3746 members 
Mstep: Class 50 contains 11965 members 
Mstep: Class 51 contains 4001 members 
Mstep: Class 52 contains 981 members 
Mstep: Class 53 contains 2494 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4381 members 
Mstep: Class 56 contains 2060 members 
Mstep: Class 57 contains 5111 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7331 members 
Mstep: Class 60 contains 2114 members 
Mstep: Class 61 contains 3128 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2340 members 
Mstep: Class 67 contains 7272 members 
Mstep: Class 68 contains 4575 members 
Mstep: Class 69 contains 2844 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802464.000000 Penalty: 249840.625000
Iteration 133Q: 71 clusters Score -1.508025e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 128238 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 19463 members 
Mstep: Class 6 contains 21014 members 
Mstep: Class 7 contains 18594 members 
Mstep: Class 8 contains 108304 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 122163 members 
Mstep: Class 12 contains 53539 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 24203 members 
Mstep: Class 16 contains 33846 members 
Mstep: Class 17 contains 128628 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 146168 members 
Mstep: Class 22 contains 21317 members 
Mstep: Class 23 contains 7757 members 
Mstep: Class 24 contains 109371 members 
Mstep: Class 25 contains 8972 members 
Mstep: Class 26 contains 10795 members 
Mstep: Class 27 contains 16302 members 
Mstep: Class 28 contains 161414 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 41890 members 
Mstep: Class 33 contains 5095 members 
Mstep: Class 34 contains 6043 members 
Mstep: Class 35 contains 1051 members 
Mstep: Class 36 contains 7626 members 
Mstep: Class 37 contains 169349 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 9842 members 
Mstep: Class 40 contains 1098 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100348 members 
Mstep: Class 43 contains 7896 members 
Mstep: Class 44 contains 2218 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 7136 members 
Mstep: Class 47 contains 38608 members 
Mstep: Class 48 contains 1537 members 
Mstep: Class 49 contains 3734 members 
Mstep: Class 50 contains 11975 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 981 members 
Mstep: Class 53 contains 2501 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4383 members 
Mstep: Class 56 contains 2060 members 
Mstep: Class 57 contains 5114 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7348 members 
Mstep: Class 60 contains 2122 members 
Mstep: Class 61 contains 3128 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1447 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2357 members 
Mstep: Class 67 contains 7278 members 
Mstep: Class 68 contains 4575 members 
Mstep: Class 69 contains 2841 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802688.000000 Penalty: 249840.625000
Iteration 134Q: 71 clusters Score -1.508027e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 128245 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 19465 members 
Mstep: Class 6 contains 21022 members 
Mstep: Class 7 contains 18591 members 
Mstep: Class 8 contains 108209 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 122185 members 
Mstep: Class 12 contains 53530 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19476 members 
Mstep: Class 15 contains 23967 members 
Mstep: Class 16 contains 33831 members 
Mstep: Class 17 contains 128606 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 5489 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 21 contains 146193 members 
Mstep: Class 22 contains 21313 members 
Mstep: Class 23 contains 7756 members 
Mstep: Class 24 contains 109453 members 
Mstep: Class 25 contains 8974 members 
Mstep: Class 26 contains 10791 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 161413 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 41958 members 
Mstep: Class 33 contains 5100 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 1053 members 
Mstep: Class 36 contains 7626 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9839 members 
Mstep: Class 40 contains 1098 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100303 members 
Mstep: Class 43 contains 8084 members 
Mstep: Class 44 contains 2219 members 
Mstep: Class 45 contains 2356 members 
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Mstep: Class 47 contains 38607 members 
Mstep: Class 48 contains 1540 members 
Mstep: Class 49 contains 3733 members 
Mstep: Class 50 contains 11974 members 
Mstep: Class 51 contains 4000 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2503 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4386 members 
Mstep: Class 56 contains 2060 members 
Mstep: Class 57 contains 5113 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7358 members 
Mstep: Class 60 contains 2127 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2368 members 
Mstep: Class 67 contains 7281 members 
Mstep: Class 68 contains 4577 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802880.000000 Penalty: 249840.625000
Iteration 135Q: 71 clusters Score -1.508029e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 128253 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19460 members 
Mstep: Class 6 contains 21028 members 
Mstep: Class 7 contains 18586 members 
Mstep: Class 8 contains 108127 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 122199 members 
Mstep: Class 12 contains 53525 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19464 members 
Mstep: Class 15 contains 23702 members 
Mstep: Class 16 contains 33808 members 
Mstep: Class 17 contains 128594 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 146191 members 
Mstep: Class 22 contains 21311 members 
Mstep: Class 23 contains 7758 members 
Mstep: Class 24 contains 109555 members 
Mstep: Class 25 contains 8975 members 
Mstep: Class 26 contains 10786 members 
Mstep: Class 27 contains 16283 members 
Mstep: Class 28 contains 161413 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 42012 members 
Mstep: Class 33 contains 5104 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 1053 members 
Mstep: Class 36 contains 7631 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 1100 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100256 members 
Mstep: Class 43 contains 8313 members 
Mstep: Class 44 contains 2220 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38596 members 
Mstep: Class 48 contains 1539 members 
Mstep: Class 49 contains 3731 members 
Mstep: Class 50 contains 11975 members 
Mstep: Class 51 contains 4002 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2506 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 2060 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7363 members 
Mstep: Class 60 contains 2134 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3090 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2374 members 
Mstep: Class 67 contains 7294 members 
Mstep: Class 68 contains 4578 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802960.000000 Penalty: 249840.625000
Iteration 136Q: 71 clusters Score -1.50803e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 128269 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19458 members 
Mstep: Class 6 contains 21050 members 
Mstep: Class 7 contains 18577 members 
Mstep: Class 8 contains 108055 members 
Mstep: Class 9 contains 1471 members 
Mstep: Class 10 contains 10475 members 
Mstep: Class 11 contains 122213 members 
Mstep: Class 12 contains 53521 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19455 members 
Mstep: Class 15 contains 23446 members 
Mstep: Class 16 contains 33792 members 
Mstep: Class 17 contains 128572 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 5492 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 146180 members 
Mstep: Class 22 contains 21312 members 
Mstep: Class 23 contains 7760 members 
Mstep: Class 24 contains 109632 members 
Mstep: Class 25 contains 8972 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 16282 members 
Mstep: Class 28 contains 161411 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 42059 members 
Mstep: Class 33 contains 5107 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 1054 members 
Mstep: Class 36 contains 7635 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9831 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100215 members 
Mstep: Class 43 contains 8540 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38591 members 
Mstep: Class 48 contains 1536 members 
Mstep: Class 49 contains 3736 members 
Mstep: Class 50 contains 11977 members 
Mstep: Class 51 contains 4003 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2508 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4390 members 
Mstep: Class 56 contains 2061 members 
Mstep: Class 57 contains 5114 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7367 members 
Mstep: Class 60 contains 2140 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2377 members 
Mstep: Class 67 contains 7309 members 
Mstep: Class 68 contains 4578 members 
Mstep: Class 69 contains 2840 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150802800.000000 Penalty: 249840.625000
Iteration 137Q: 71 clusters Score -1.508028e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 128287 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19461 members 
Mstep: Class 6 contains 21062 members 
Mstep: Class 7 contains 18568 members 
Mstep: Class 8 contains 108000 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 10471 members 
Mstep: Class 11 contains 122219 members 
Mstep: Class 12 contains 53514 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 23180 members 
Mstep: Class 16 contains 33782 members 
Mstep: Class 17 contains 128542 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 146179 members 
Mstep: Class 22 contains 21312 members 
Mstep: Class 23 contains 7761 members 
Mstep: Class 24 contains 109698 members 
Mstep: Class 25 contains 8966 members 
Mstep: Class 26 contains 10777 members 
Mstep: Class 27 contains 16282 members 
Mstep: Class 28 contains 161411 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 42103 members 
Mstep: Class 33 contains 5110 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 1055 members 
Mstep: Class 36 contains 7638 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9827 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100171 members 
Mstep: Class 43 contains 8787 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2354 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38584 members 
Mstep: Class 48 contains 1535 members 
Mstep: Class 49 contains 3737 members 
Mstep: Class 50 contains 11983 members 
Mstep: Class 51 contains 4003 members 
Mstep: Class 52 contains 982 members 
Mstep: Class 53 contains 2507 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4390 members 
Mstep: Class 56 contains 2063 members 
Mstep: Class 57 contains 5114 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7362 members 
Mstep: Class 60 contains 2148 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1445 members 
Mstep: Class 64 contains 1181 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2382 members 
Mstep: Class 67 contains 7329 members 
Mstep: Class 68 contains 4577 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803120.000000 Penalty: 249840.625000
Iteration 138Q: 71 clusters Score -1.508031e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 128309 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19464 members 
Mstep: Class 6 contains 21071 members 
Mstep: Class 7 contains 18559 members 
Mstep: Class 8 contains 107968 members 
Mstep: Class 9 contains 1473 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 11 contains 122227 members 
Mstep: Class 12 contains 53516 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19435 members 
Mstep: Class 15 contains 22888 members 
Mstep: Class 16 contains 33772 members 
Mstep: Class 17 contains 128516 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 5484 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 146173 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7762 members 
Mstep: Class 24 contains 109738 members 
Mstep: Class 25 contains 8961 members 
Mstep: Class 26 contains 10775 members 
Mstep: Class 27 contains 16272 members 
Mstep: Class 28 contains 161402 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 1471 members 
Mstep: Class 32 contains 42168 members 
Mstep: Class 33 contains 5118 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 7645 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9823 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 100106 members 
Mstep: Class 43 contains 9050 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2354 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38583 members 
Mstep: Class 48 contains 1536 members 
Mstep: Class 49 contains 3736 members 
Mstep: Class 50 contains 11988 members 
Mstep: Class 51 contains 4004 members 
Mstep: Class 52 contains 983 members 
Mstep: Class 53 contains 2499 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 2063 members 
Mstep: Class 57 contains 5114 members 
Mstep: Class 58 contains 3834 members 
Mstep: Class 59 contains 7359 members 
Mstep: Class 60 contains 2152 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1444 members 
Mstep: Class 64 contains 1183 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2388 members 
Mstep: Class 67 contains 7342 members 
Mstep: Class 68 contains 4580 members 
Mstep: Class 69 contains 2838 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803216.000000 Penalty: 249840.625000
Iteration 139Q: 71 clusters Score -1.508032e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 128321 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19465 members 
Mstep: Class 6 contains 21073 members 
Mstep: Class 7 contains 18555 members 
Mstep: Class 8 contains 107963 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 10464 members 
Mstep: Class 11 contains 122254 members 
Mstep: Class 12 contains 53515 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19427 members 
Mstep: Class 15 contains 22569 members 
Mstep: Class 16 contains 33754 members 
Mstep: Class 17 contains 128493 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 5477 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 146177 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7765 members 
Mstep: Class 24 contains 109755 members 
Mstep: Class 25 contains 8962 members 
Mstep: Class 26 contains 10774 members 
Mstep: Class 27 contains 16274 members 
Mstep: Class 28 contains 161392 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 1472 members 
Mstep: Class 32 contains 42237 members 
Mstep: Class 33 contains 5124 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 7647 members 
Mstep: Class 37 contains 169356 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 1109 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 100035 members 
Mstep: Class 43 contains 9331 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2353 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38574 members 
Mstep: Class 48 contains 1537 members 
Mstep: Class 49 contains 3735 members 
Mstep: Class 50 contains 11973 members 
Mstep: Class 51 contains 4005 members 
Mstep: Class 52 contains 984 members 
Mstep: Class 53 contains 2498 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4390 members 
Mstep: Class 56 contains 2065 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3835 members 
Mstep: Class 59 contains 7351 members 
Mstep: Class 60 contains 2158 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1439 members 
Mstep: Class 64 contains 1184 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2393 members 
Mstep: Class 67 contains 7349 members 
Mstep: Class 68 contains 4586 members 
Mstep: Class 69 contains 2840 members 
Mstep: Class 70 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803392.000000 Penalty: 249840.625000
Iteration 140F: 71 clusters Score -1.508034e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 128346 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19463 members 
Mstep: Class 6 contains 21082 members 
Mstep: Class 7 contains 18555 members 
Mstep: Class 8 contains 107940 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 10458 members 
Mstep: Class 11 contains 122285 members 
Mstep: Class 12 contains 53510 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19430 members 
Mstep: Class 15 contains 22260 members 
Mstep: Class 16 contains 33741 members 
Mstep: Class 17 contains 128464 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 146177 members 
Mstep: Class 22 contains 21308 members 
Mstep: Class 23 contains 7770 members 
Mstep: Class 24 contains 109789 members 
Mstep: Class 25 contains 8956 members 
Mstep: Class 26 contains 10772 members 
Mstep: Class 27 contains 16281 members 
Mstep: Class 28 contains 161374 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 1471 members 
Mstep: Class 32 contains 42316 members 
Mstep: Class 33 contains 5128 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1057 members 
Mstep: Class 36 contains 7652 members 
Mstep: Class 37 contains 169356 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 1112 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 99959 members 
Mstep: Class 43 contains 9613 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2352 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38561 members 
Mstep: Class 48 contains 1537 members 
Mstep: Class 49 contains 3735 members 
Mstep: Class 50 contains 11951 members 
Mstep: Class 51 contains 4005 members 
Mstep: Class 52 contains 971 members 
Mstep: Class 53 contains 2503 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 2065 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3835 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2162 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1452 members 
Mstep: Class 64 contains 1184 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2398 members 
Mstep: Class 67 contains 7355 members 
Mstep: Class 68 contains 4588 members 
Mstep: Class 69 contains 2840 members 
Mstep: Class 70 contains 668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803888.000000 Penalty: 249840.625000
Iteration 141Q: 71 clusters Score -1.508039e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 128370 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19464 members 
Mstep: Class 6 contains 21090 members 
Mstep: Class 7 contains 18552 members 
Mstep: Class 8 contains 107906 members 
Mstep: Class 9 contains 1491 members 
Mstep: Class 10 contains 10452 members 
Mstep: Class 11 contains 122311 members 
Mstep: Class 12 contains 53511 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 21974 members 
Mstep: Class 16 contains 33727 members 
Mstep: Class 17 contains 128427 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 146176 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7773 members 
Mstep: Class 24 contains 109823 members 
Mstep: Class 25 contains 8953 members 
Mstep: Class 26 contains 10772 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 161365 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1770 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 42387 members 
Mstep: Class 33 contains 5135 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7653 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 1114 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99886 members 
Mstep: Class 43 contains 9890 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2355 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38546 members 
Mstep: Class 48 contains 1539 members 
Mstep: Class 49 contains 3734 members 
Mstep: Class 50 contains 11937 members 
Mstep: Class 51 contains 4005 members 
Mstep: Class 52 contains 972 members 
Mstep: Class 53 contains 2502 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4394 members 
Mstep: Class 56 contains 2066 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3835 members 
Mstep: Class 59 contains 7344 members 
Mstep: Class 60 contains 2161 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1443 members 
Mstep: Class 64 contains 1185 members 
Mstep: Class 65 contains 5649 members 
Mstep: Class 66 contains 2401 members 
Mstep: Class 67 contains 7360 members 
Mstep: Class 68 contains 4589 members 
Mstep: Class 69 contains 2838 members 
Mstep: Class 70 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803696.000000 Penalty: 249840.625000
Iteration 142Q: 71 clusters Score -1.508037e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 128394 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19464 members 
Mstep: Class 6 contains 21102 members 
Mstep: Class 7 contains 18550 members 
Mstep: Class 8 contains 107879 members 
Mstep: Class 9 contains 1507 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 11 contains 122329 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19441 members 
Mstep: Class 15 contains 21696 members 
Mstep: Class 16 contains 33717 members 
Mstep: Class 17 contains 128404 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 146173 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7774 members 
Mstep: Class 24 contains 109852 members 
Mstep: Class 25 contains 8951 members 
Mstep: Class 26 contains 10772 members 
Mstep: Class 27 contains 16268 members 
Mstep: Class 28 contains 161357 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1770 members 
Mstep: Class 31 contains 1469 members 
Mstep: Class 32 contains 42448 members 
Mstep: Class 33 contains 5136 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 7656 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5041 members 
Mstep: Class 39 contains 9802 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 99829 members 
Mstep: Class 43 contains 10172 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38530 members 
Mstep: Class 48 contains 1540 members 
Mstep: Class 49 contains 3732 members 
Mstep: Class 50 contains 11928 members 
Mstep: Class 51 contains 4004 members 
Mstep: Class 52 contains 970 members 
Mstep: Class 53 contains 2507 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4396 members 
Mstep: Class 56 contains 2067 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3835 members 
Mstep: Class 59 contains 7339 members 
Mstep: Class 60 contains 2163 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1436 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2405 members 
Mstep: Class 67 contains 7361 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803792.000000 Penalty: 249840.625000
Iteration 143Q: 71 clusters Score -1.508038e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 128417 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19460 members 
Mstep: Class 6 contains 21113 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 107864 members 
Mstep: Class 9 contains 1519 members 
Mstep: Class 10 contains 10441 members 
Mstep: Class 11 contains 122341 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19443 members 
Mstep: Class 15 contains 21424 members 
Mstep: Class 16 contains 33714 members 
Mstep: Class 17 contains 128378 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 146156 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7773 members 
Mstep: Class 24 contains 109869 members 
Mstep: Class 25 contains 8952 members 
Mstep: Class 26 contains 10772 members 
Mstep: Class 27 contains 16273 members 
Mstep: Class 28 contains 161352 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 1467 members 
Mstep: Class 32 contains 42516 members 
Mstep: Class 33 contains 5139 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 7659 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5039 members 
Mstep: Class 39 contains 9792 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 99788 members 
Mstep: Class 43 contains 10431 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38502 members 
Mstep: Class 48 contains 1540 members 
Mstep: Class 49 contains 3730 members 
Mstep: Class 50 contains 11918 members 
Mstep: Class 51 contains 4004 members 
Mstep: Class 52 contains 966 members 
Mstep: Class 53 contains 2512 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4400 members 
Mstep: Class 56 contains 2067 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3837 members 
Mstep: Class 59 contains 7339 members 
Mstep: Class 60 contains 2165 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1435 members 
Mstep: Class 64 contains 1185 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2408 members 
Mstep: Class 67 contains 7374 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804096.000000 Penalty: 249840.625000
Iteration 144Q: 71 clusters Score -1.508041e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 128441 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19454 members 
Mstep: Class 6 contains 21122 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 107860 members 
Mstep: Class 9 contains 1527 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 122347 members 
Mstep: Class 12 contains 53492 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19444 members 
Mstep: Class 15 contains 21168 members 
Mstep: Class 16 contains 33706 members 
Mstep: Class 17 contains 128349 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 146136 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7779 members 
Mstep: Class 24 contains 109876 members 
Mstep: Class 25 contains 8957 members 
Mstep: Class 26 contains 10770 members 
Mstep: Class 27 contains 16270 members 
Mstep: Class 28 contains 161343 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 1467 members 
Mstep: Class 32 contains 42587 members 
Mstep: Class 33 contains 5143 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1061 members 
Mstep: Class 36 contains 7659 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5039 members 
Mstep: Class 39 contains 9781 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99762 members 
Mstep: Class 43 contains 10667 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2355 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38486 members 
Mstep: Class 48 contains 1543 members 
Mstep: Class 49 contains 3732 members 
Mstep: Class 50 contains 11913 members 
Mstep: Class 51 contains 4005 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2519 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4400 members 
Mstep: Class 56 contains 2070 members 
Mstep: Class 57 contains 5115 members 
Mstep: Class 58 contains 3837 members 
Mstep: Class 59 contains 7344 members 
Mstep: Class 60 contains 2166 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1431 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2410 members 
Mstep: Class 67 contains 7393 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2839 members 
Mstep: Class 70 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150803664.000000 Penalty: 249840.625000
Iteration 145Q: 71 clusters Score -1.508037e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 128454 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19455 members 
Mstep: Class 6 contains 21128 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 107850 members 
Mstep: Class 9 contains 1544 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 53483 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 20910 members 
Mstep: Class 16 contains 33693 members 
Mstep: Class 17 contains 128333 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 5399 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 146123 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7779 members 
Mstep: Class 24 contains 109885 members 
Mstep: Class 25 contains 8961 members 
Mstep: Class 26 contains 10770 members 
Mstep: Class 27 contains 16263 members 
Mstep: Class 28 contains 161336 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 1466 members 
Mstep: Class 32 contains 42649 members 
Mstep: Class 33 contains 5144 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7660 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5039 members 
Mstep: Class 39 contains 9763 members 
Mstep: Class 40 contains 1119 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99751 members 
Mstep: Class 43 contains 10894 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38480 members 
Mstep: Class 48 contains 1545 members 
Mstep: Class 49 contains 3730 members 
Mstep: Class 50 contains 11909 members 
Mstep: Class 51 contains 4006 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 2529 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4402 members 
Mstep: Class 56 contains 2072 members 
Mstep: Class 57 contains 5116 members 
Mstep: Class 58 contains 3837 members 
Mstep: Class 59 contains 7339 members 
Mstep: Class 60 contains 2167 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1424 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2413 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 4590 members 
Mstep: Class 69 contains 2838 members 
Mstep: Class 70 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804000.000000 Penalty: 249840.625000
Iteration 146Q: 71 clusters Score -1.50804e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 128468 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19458 members 
Mstep: Class 6 contains 21132 members 
Mstep: Class 7 contains 18546 members 
Mstep: Class 8 contains 107842 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 122365 members 
Mstep: Class 12 contains 53472 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 20669 members 
Mstep: Class 16 contains 33688 members 
Mstep: Class 17 contains 128306 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 146117 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 109892 members 
Mstep: Class 25 contains 8959 members 
Mstep: Class 26 contains 10770 members 
Mstep: Class 27 contains 16262 members 
Mstep: Class 28 contains 161339 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 1469 members 
Mstep: Class 32 contains 42721 members 
Mstep: Class 33 contains 5148 members 
Mstep: Class 34 contains 6041 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7664 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5039 members 
Mstep: Class 39 contains 9754 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99743 members 
Mstep: Class 43 contains 11103 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38466 members 
Mstep: Class 48 contains 1548 members 
Mstep: Class 49 contains 3728 members 
Mstep: Class 50 contains 11904 members 
Mstep: Class 51 contains 4006 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 2531 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4404 members 
Mstep: Class 56 contains 2076 members 
Mstep: Class 57 contains 5116 members 
Mstep: Class 58 contains 3837 members 
Mstep: Class 59 contains 7339 members 
Mstep: Class 60 contains 2168 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1419 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2417 members 
Mstep: Class 67 contains 7426 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2836 members 
Mstep: Class 70 contains 662 members 
Entering Unmasked Estep 
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Score: -150803920.000000 Penalty: 249840.625000
Iteration 147Q: 71 clusters Score -1.508039e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 128481 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19460 members 
Mstep: Class 6 contains 21139 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 107835 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 122379 members 
Mstep: Class 12 contains 53466 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 20437 members 
Mstep: Class 16 contains 33681 members 
Mstep: Class 17 contains 128285 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 5377 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146108 members 
Mstep: Class 22 contains 21309 members 
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Mstep: Class 24 contains 109901 members 
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Mstep: Class 27 contains 16268 members 
Mstep: Class 28 contains 161335 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1773 members 
Mstep: Class 31 contains 1470 members 
Mstep: Class 32 contains 42769 members 
Mstep: Class 33 contains 5155 members 
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Mstep: Class 35 contains 1059 members 
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Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5039 members 
Mstep: Class 39 contains 9746 members 
Mstep: Class 40 contains 1116 members 
Mstep: Class 41 contains 4167 members 
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Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38457 members 
Mstep: Class 48 contains 1547 members 
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Mstep: Class 50 contains 11900 members 
Mstep: Class 51 contains 4006 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 2536 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4405 members 
Mstep: Class 56 contains 2080 members 
Mstep: Class 57 contains 5116 members 
Mstep: Class 58 contains 3836 members 
Mstep: Class 59 contains 7341 members 
Mstep: Class 60 contains 2169 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1418 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 7438 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
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Iteration 148Q: 71 clusters Score -1.508039e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 128490 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19460 members 
Mstep: Class 6 contains 21148 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 107820 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122383 members 
Mstep: Class 12 contains 53455 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 20222 members 
Mstep: Class 16 contains 33672 members 
Mstep: Class 17 contains 128259 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146101 members 
Mstep: Class 22 contains 21309 members 
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Mstep: Class 26 contains 10770 members 
Mstep: Class 27 contains 16278 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1773 members 
Mstep: Class 31 contains 1473 members 
Mstep: Class 32 contains 42831 members 
Mstep: Class 33 contains 5166 members 
Mstep: Class 34 contains 6036 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7680 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5038 members 
Mstep: Class 39 contains 9736 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99731 members 
Mstep: Class 43 contains 11466 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38450 members 
Mstep: Class 48 contains 1546 members 
Mstep: Class 49 contains 3729 members 
Mstep: Class 50 contains 11897 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2537 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4405 members 
Mstep: Class 56 contains 2083 members 
Mstep: Class 57 contains 5118 members 
Mstep: Class 58 contains 3837 members 
Mstep: Class 59 contains 7342 members 
Mstep: Class 60 contains 2170 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1413 members 
Mstep: Class 64 contains 1185 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2419 members 
Mstep: Class 67 contains 7447 members 
Mstep: Class 68 contains 4595 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
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Iteration 149Q: 71 clusters Score -1.508039e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 128497 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19449 members 
Mstep: Class 6 contains 21156 members 
Mstep: Class 7 contains 18546 members 
Mstep: Class 8 contains 107811 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122390 members 
Mstep: Class 12 contains 53446 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 20045 members 
Mstep: Class 16 contains 33666 members 
Mstep: Class 17 contains 128236 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 5373 members 
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Mstep: Class 21 contains 146106 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7783 members 
Mstep: Class 24 contains 109929 members 
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Mstep: Class 27 contains 16280 members 
Mstep: Class 28 contains 161341 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1773 members 
Mstep: Class 31 contains 1475 members 
Mstep: Class 32 contains 42883 members 
Mstep: Class 33 contains 5176 members 
Mstep: Class 34 contains 6035 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7678 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5037 members 
Mstep: Class 39 contains 9730 members 
Mstep: Class 40 contains 1116 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99731 members 
Mstep: Class 43 contains 11603 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38457 members 
Mstep: Class 48 contains 1543 members 
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Mstep: Class 50 contains 11891 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2543 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4405 members 
Mstep: Class 56 contains 2086 members 
Mstep: Class 57 contains 5120 members 
Mstep: Class 58 contains 3838 members 
Mstep: Class 59 contains 7343 members 
Mstep: Class 60 contains 2171 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1408 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2421 members 
Mstep: Class 67 contains 7453 members 
Mstep: Class 68 contains 4596 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 664 members 
Entering Unmasked Estep 
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Iteration 150Q: 71 clusters Score -1.508041e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 3485 members 
Mstep: Class 3 contains 128498 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19437 members 
Mstep: Class 6 contains 21162 members 
Mstep: Class 7 contains 18546 members 
Mstep: Class 8 contains 107799 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 10438 members 
Mstep: Class 11 contains 122401 members 
Mstep: Class 12 contains 53433 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 33658 members 
Mstep: Class 17 contains 128198 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 5370 members 
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Mstep: Class 25 contains 8934 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 161345 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1774 members 
Mstep: Class 31 contains 1478 members 
Mstep: Class 32 contains 42957 members 
Mstep: Class 33 contains 5193 members 
Mstep: Class 34 contains 6035 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7679 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5037 members 
Mstep: Class 39 contains 9726 members 
Mstep: Class 40 contains 1118 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99730 members 
Mstep: Class 43 contains 11721 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38450 members 
Mstep: Class 48 contains 1545 members 
Mstep: Class 49 contains 3727 members 
Mstep: Class 50 contains 11886 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2549 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4405 members 
Mstep: Class 56 contains 2088 members 
Mstep: Class 57 contains 5121 members 
Mstep: Class 58 contains 3838 members 
Mstep: Class 59 contains 7344 members 
Mstep: Class 60 contains 2171 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1406 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5647 members 
Mstep: Class 66 contains 2423 members 
Mstep: Class 67 contains 7462 members 
Mstep: Class 68 contains 4594 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
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Iteration 151Q: 71 clusters Score -1.508044e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 128505 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19423 members 
Mstep: Class 6 contains 21165 members 
Mstep: Class 7 contains 18546 members 
Mstep: Class 8 contains 107791 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122407 members 
Mstep: Class 12 contains 53430 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 33652 members 
Mstep: Class 17 contains 128172 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146108 members 
Mstep: Class 22 contains 21310 members 
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Mstep: Class 26 contains 10770 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 161346 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43009 members 
Mstep: Class 33 contains 5206 members 
Mstep: Class 34 contains 6035 members 
Mstep: Class 35 contains 1059 members 
Mstep: Class 36 contains 7681 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5037 members 
Mstep: Class 39 contains 9721 members 
Mstep: Class 40 contains 1118 members 
Mstep: Class 41 contains 4163 members 
Mstep: Class 42 contains 99729 members 
Mstep: Class 43 contains 11839 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38452 members 
Mstep: Class 48 contains 1545 members 
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Mstep: Class 50 contains 11879 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2569 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4407 members 
Mstep: Class 56 contains 2094 members 
Mstep: Class 57 contains 5122 members 
Mstep: Class 58 contains 3842 members 
Mstep: Class 59 contains 7345 members 
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Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1406 members 
Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5647 members 
Mstep: Class 66 contains 2426 members 
Mstep: Class 67 contains 7470 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804320.000000 Penalty: 249840.625000
Iteration 152Q: 71 clusters Score -1.508043e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 128518 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19410 members 
Mstep: Class 6 contains 21170 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107781 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122418 members 
Mstep: Class 12 contains 53411 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19569 members 
Mstep: Class 16 contains 33643 members 
Mstep: Class 17 contains 128154 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 5363 members 
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Mstep: Class 22 contains 21310 members 
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Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16287 members 
Mstep: Class 28 contains 161350 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1775 members 
Mstep: Class 31 contains 1482 members 
Mstep: Class 32 contains 43064 members 
Mstep: Class 33 contains 5218 members 
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Mstep: Class 38 contains 5037 members 
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Mstep: Class 40 contains 1120 members 
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Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38447 members 
Mstep: Class 48 contains 1545 members 
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Mstep: Class 50 contains 11873 members 
Mstep: Class 51 contains 4007 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2603 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4406 members 
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Mstep: Class 59 contains 7348 members 
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Mstep: Class 62 contains 3091 members 
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Mstep: Class 64 contains 1186 members 
Mstep: Class 65 contains 5648 members 
Mstep: Class 66 contains 2428 members 
Mstep: Class 67 contains 7482 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 660 members 
Entering Unmasked Estep 
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Iteration 153Q: 71 clusters Score -1.508043e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 128526 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19401 members 
Mstep: Class 6 contains 21174 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107772 members 
Mstep: Class 9 contains 1554 members 
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Mstep: Class 11 contains 122423 members 
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Mstep: Class 13 contains 2295 members 
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Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 33632 members 
Mstep: Class 17 contains 128126 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 5361 members 
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Mstep: Class 21 contains 146119 members 
Mstep: Class 22 contains 21310 members 
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Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16288 members 
Mstep: Class 28 contains 161357 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 1775 members 
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Mstep: Class 38 contains 5035 members 
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Mstep: Class 59 contains 7348 members 
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Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 71 clusters Score -1.508045e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 128545 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19385 members 
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Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122434 members 
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Mstep: Class 15 contains 19355 members 
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Mstep: Class 28 contains 161352 members 
Mstep: Class 29 contains 4462 members 
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Mstep: Class 33 contains 5256 members 
Mstep: Class 34 contains 6031 members 
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Mstep: Class 38 contains 5034 members 
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Mstep: Class 47 contains 38450 members 
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Mstep: Class 59 contains 7348 members 
Mstep: Class 60 contains 2174 members 
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Mstep: Class 62 contains 3091 members 
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Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2433 members 
Mstep: Class 67 contains 7496 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804608.000000 Penalty: 249840.625000
Iteration 155Q: 71 clusters Score -1.508046e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 128547 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19373 members 
Mstep: Class 6 contains 21176 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107763 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122436 members 
Mstep: Class 12 contains 53362 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19279 members 
Mstep: Class 16 contains 33622 members 
Mstep: Class 17 contains 128091 members 
Mstep: Class 18 contains 4112 members 
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Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146108 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 110002 members 
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Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16286 members 
Mstep: Class 28 contains 161350 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1777 members 
Mstep: Class 31 contains 1480 members 
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Mstep: Class 33 contains 5283 members 
Mstep: Class 34 contains 6030 members 
Mstep: Class 35 contains 1062 members 
Mstep: Class 36 contains 7689 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9704 members 
Mstep: Class 40 contains 1119 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12112 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38446 members 
Mstep: Class 48 contains 1550 members 
Mstep: Class 49 contains 3720 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2662 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4402 members 
Mstep: Class 56 contains 2106 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7348 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1399 members 
Mstep: Class 64 contains 1189 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804832.000000 Penalty: 249840.625000
Iteration 156Q: 71 clusters Score -1.508048e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 128551 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19357 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107758 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122443 members 
Mstep: Class 12 contains 53335 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19204 members 
Mstep: Class 16 contains 33615 members 
Mstep: Class 17 contains 128076 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146104 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7787 members 
Mstep: Class 24 contains 110014 members 
Mstep: Class 25 contains 8909 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16290 members 
Mstep: Class 28 contains 161346 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43222 members 
Mstep: Class 33 contains 5315 members 
Mstep: Class 34 contains 6029 members 
Mstep: Class 35 contains 1063 members 
Mstep: Class 36 contains 7692 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9702 members 
Mstep: Class 40 contains 1119 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12162 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38446 members 
Mstep: Class 48 contains 1551 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2686 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2109 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1396 members 
Mstep: Class 64 contains 1190 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804704.000000 Penalty: 249840.625000
Iteration 157Q: 71 clusters Score -1.508047e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 128556 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19338 members 
Mstep: Class 6 contains 21180 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107753 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122447 members 
Mstep: Class 12 contains 53305 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 33610 members 
Mstep: Class 17 contains 128059 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146101 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7786 members 
Mstep: Class 24 contains 110023 members 
Mstep: Class 25 contains 8906 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16294 members 
Mstep: Class 28 contains 161340 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43251 members 
Mstep: Class 33 contains 5339 members 
Mstep: Class 34 contains 6029 members 
Mstep: Class 35 contains 1064 members 
Mstep: Class 36 contains 7695 members 
Mstep: Class 37 contains 169354 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9699 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12200 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38445 members 
Mstep: Class 48 contains 1552 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2725 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2174 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1192 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7499 members 
Mstep: Class 68 contains 4591 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804928.000000 Penalty: 249840.625000
Iteration 158Q: 71 clusters Score -1.508049e+08 nChanged 382
Entering ConstructFrom: 
Score: -150804928.000000 Penalty: 249840.625000
Entering ConstructFrom: 
Trying to split cluster 1 (77251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Entering Unmasked Estep 
Score: -8172316.000000 Penalty: 2791.194092
	Iteration 0F: 2 clusters Score -8172316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -8122513.000000 Penalty: 5582.388184
	Iteration 0F: 3 clusters Score -8122513 nChanged 36194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -8143172.500000 Penalty: 5582.388184
	Iteration 1F: 3 clusters Score -8143172 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8144029.500000 Penalty: 5582.388184
	Iteration 2Q: 3 clusters Score -8144030 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -8145100.000000 Penalty: 5582.388184
	Iteration 3Q: 3 clusters Score -8145100 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8146499.000000 Penalty: 5582.388184
	Iteration 4Q: 3 clusters Score -8146499 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -8148724.500000 Penalty: 5582.388184
	Iteration 5F: 3 clusters Score -8148724 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -8151968.500000 Penalty: 5582.388184
	Iteration 6F: 3 clusters Score -8151968 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -8155910.000000 Penalty: 5582.388184
	Iteration 7F: 3 clusters Score -8155910 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8160005.000000 Penalty: 5582.388184
	Iteration 8F: 3 clusters Score -8160005 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8163255.500000 Penalty: 5582.388184
	Iteration 9Q: 3 clusters Score -8163256 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -8165399.500000 Penalty: 5582.388184
	Iteration 10Q: 3 clusters Score -8165400 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -8166703.000000 Penalty: 5582.388184
	Iteration 11Q: 3 clusters Score -8166703 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -8167555.000000 Penalty: 5582.388184
	Iteration 12Q: 3 clusters Score -8167555 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -8168084.000000 Penalty: 5582.388184
	Iteration 13Q: 3 clusters Score -8168084 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -8168427.000000 Penalty: 5582.388184
	Iteration 14Q: 3 clusters Score -8168427 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -8168694.500000 Penalty: 5582.388184
	Iteration 15Q: 3 clusters Score -8168694 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -8168909.500000 Penalty: 5582.388184
	Iteration 16Q: 3 clusters Score -8168910 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -8169066.500000 Penalty: 5582.388184
	Iteration 17Q: 3 clusters Score -8169066 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -8169233.000000 Penalty: 5582.388184
	Iteration 18Q: 3 clusters Score -8169233 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -8169278.000000 Penalty: 5582.388184
	Iteration 19Q: 3 clusters Score -8169278 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -8169358.500000 Penalty: 5582.388184
	Iteration 20F: 3 clusters Score -8169358 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -8169397.000000 Penalty: 5582.388184
	Iteration 21Q: 3 clusters Score -8169397 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -8169434.000000 Penalty: 5582.388184
	Iteration 22Q: 3 clusters Score -8169434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -8169446.500000 Penalty: 5582.388184
	Iteration 23Q: 3 clusters Score -8169446 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -8169479.500000 Penalty: 5582.388184
	Iteration 24Q: 3 clusters Score -8169480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -8169525.500000 Penalty: 5582.388184
	Iteration 25Q: 3 clusters Score -8169526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -8169550.000000 Penalty: 5582.388184
	Iteration 26Q: 3 clusters Score -8169550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -8169568.500000 Penalty: 5582.388184
	Iteration 27Q: 3 clusters Score -8169568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -8169586.000000 Penalty: 5582.388184
	Iteration 28Q: 3 clusters Score -8169586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -8169617.000000 Penalty: 5582.388184
	Iteration 29Q: 3 clusters Score -8169617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -8169639.000000 Penalty: 5582.388184
	Iteration 30Q: 3 clusters Score -8169639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -8169637.000000 Penalty: 5582.388184
	Iteration 31Q: 3 clusters Score -8169637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -8169659.000000 Penalty: 5582.388184
	Iteration 32Q: 3 clusters Score -8169659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -8169692.500000 Penalty: 5582.388184
	Iteration 33Q: 3 clusters Score -8169692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -8169718.000000 Penalty: 5582.388184
	Iteration 34Q: 3 clusters Score -8169718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -8169724.500000 Penalty: 5582.388184
	Iteration 35Q: 3 clusters Score -8169724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -8169721.500000 Penalty: 5582.388184
	Iteration 36Q: 3 clusters Score -8169722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -8169727.500000 Penalty: 5582.388184
	Iteration 37Q: 3 clusters Score -8169728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -8169750.000000 Penalty: 5582.388184
	Iteration 38Q: 3 clusters Score -8169750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -8169769.000000 Penalty: 5582.388184
	Iteration 39Q: 3 clusters Score -8169769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
Score: -8169769.000000 Penalty: 5582.388184
	Iteration 40F: 3 clusters Score -8169769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -8169773.000000 Penalty: 5582.388184
	Iteration 41Q: 3 clusters Score -8169773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -8169770.000000 Penalty: 5582.388184
	Iteration 42Q: 3 clusters Score -8169770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -8169780.000000 Penalty: 5582.388184
	Iteration 43Q: 3 clusters Score -8169780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -8169776.000000 Penalty: 5582.388184
	Iteration 44Q: 3 clusters Score -8169776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -8169767.000000 Penalty: 5582.388184
	Iteration 45Q: 3 clusters Score -8169767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -8169770.500000 Penalty: 5582.388184
	Iteration 46Q: 3 clusters Score -8169770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -8169773.000000 Penalty: 5582.388184
	Iteration 47Q: 3 clusters Score -8169773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -8169764.500000 Penalty: 5582.388184
	Iteration 48Q: 3 clusters Score -8169764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -8169775.000000 Penalty: 5582.388184
	Iteration 49Q: 3 clusters Score -8169775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -8169773.000000 Penalty: 5582.388184
	Iteration 50Q: 3 clusters Score -8169773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -8169771.500000 Penalty: 5582.388184
	Iteration 51Q: 3 clusters Score -8169772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -8169783.000000 Penalty: 5582.388184
	Iteration 52Q: 3 clusters Score -8169783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -8169795.000000 Penalty: 5582.388184
	Iteration 53Q: 3 clusters Score -8169795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -8169803.500000 Penalty: 5582.388184
	Iteration 54Q: 3 clusters Score -8169804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -8169799.500000 Penalty: 5582.388184
	Iteration 55Q: 3 clusters Score -8169800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -8169800.500000 Penalty: 5582.388184
	Iteration 56Q: 3 clusters Score -8169800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -8169811.500000 Penalty: 5582.388184
	Iteration 57Q: 3 clusters Score -8169812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -8169811.000000 Penalty: 5582.388184
	Iteration 58Q: 3 clusters Score -8169811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -8169818.000000 Penalty: 5582.388184
	Iteration 59Q: 3 clusters Score -8169818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -8169816.500000 Penalty: 5582.388184
	Iteration 60F: 3 clusters Score -8169816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -8169818.000000 Penalty: 5582.388184
	Iteration 61Q: 3 clusters Score -8169818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -8169816.500000 Penalty: 5582.388184
	Iteration 62Q: 3 clusters Score -8169816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -8169815.500000 Penalty: 5582.388184
	Iteration 63Q: 3 clusters Score -8169816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -8169811.500000 Penalty: 5582.388184
	Iteration 64Q: 3 clusters Score -8169812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -8169824.500000 Penalty: 5582.388184
	Iteration 65Q: 3 clusters Score -8169824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -8169811.000000 Penalty: 5582.388184
	Iteration 66Q: 3 clusters Score -8169811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -8169810.000000 Penalty: 5582.388184
	Iteration 67Q: 3 clusters Score -8169810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -8169808.000000 Penalty: 5582.388184
	Iteration 68Q: 3 clusters Score -8169808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -8169805.000000 Penalty: 5582.388184
	Iteration 69Q: 3 clusters Score -8169805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -8169811.500000 Penalty: 5582.388184
	Iteration 70Q: 3 clusters Score -8169812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -8169811.500000 Penalty: 5582.388184
	Iteration 71F: 3 clusters Score -8169812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -210416.656250 Penalty: 2024.091675
	Iteration 0F: 2 clusters Score -210416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -206906.562500 Penalty: 4048.183350
	Iteration 0F: 3 clusters Score -206906.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -207975.062500 Penalty: 4048.183350
	Iteration 1F: 3 clusters Score -207975.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -208535.140625 Penalty: 4048.183350
	Iteration 2F: 3 clusters Score -208535.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -209107.593750 Penalty: 4048.183350
	Iteration 3F: 3 clusters Score -209107.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -209571.968750 Penalty: 4048.183350
	Iteration 4F: 3 clusters Score -209572 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -209943.500000 Penalty: 4048.183350
	Iteration 5F: 3 clusters Score -209943.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -210237.218750 Penalty: 4048.183350
	Iteration 6F: 3 clusters Score -210237.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -210479.906250 Penalty: 4048.183350
	Iteration 7Q: 3 clusters Score -210479.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -210680.203125 Penalty: 4048.183350
	Iteration 8Q: 3 clusters Score -210680.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -210811.234375 Penalty: 4048.183350
	Iteration 9Q: 3 clusters Score -210811.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -210864.046875 Penalty: 4048.183350
	Iteration 10Q: 3 clusters Score -210864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -210884.609375 Penalty: 4048.183350
	Iteration 11Q: 3 clusters Score -210884.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -210890.234375 Penalty: 4048.183350
	Iteration 12Q: 3 clusters Score -210890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -210892.015625 Penalty: 4048.183350
	Iteration 13Q: 3 clusters Score -210892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -210894.000000 Penalty: 4048.183350
	Iteration 14Q: 3 clusters Score -210894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -210894.343750 Penalty: 4048.183350
	Iteration 15Q: 3 clusters Score -210894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -210895.718750 Penalty: 4048.183350
	Iteration 16Q: 3 clusters Score -210895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -210895.515625 Penalty: 4048.183350
	Iteration 17Q: 3 clusters Score -210895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -210896.390625 Penalty: 4048.183350
	Iteration 18Q: 3 clusters Score -210896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -210896.828125 Penalty: 4048.183350
	Iteration 19Q: 3 clusters Score -210896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -210896.828125 Penalty: 4048.183350
	Iteration 20F: 3 clusters Score -210896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 1669 members 
Mstep: Class 3 contains 128561 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107752 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122451 members 
Mstep: Class 12 contains 53273 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 128034 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146095 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 110026 members 
Mstep: Class 25 contains 8904 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43285 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 6026 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7697 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9698 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12237 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38449 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2784 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 1835 members 
Entering Unmasked Estep 
Score: -150803744.000000 Penalty: 253409.765625
Splitting cluster 2 changes total score from -150804928.000000 to -150803744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (128561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128561 members 
Entering Unmasked Estep 
Score: -12741329.000000 Penalty: 2917.511475
	Iteration 0F: 2 clusters Score -1.274133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -12656564.000000 Penalty: 5835.022949
	Iteration 0F: 3 clusters Score -1.265656e+07 nChanged 61158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -12692228.000000 Penalty: 5835.022949
	Iteration 1F: 3 clusters Score -1.269223e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -12693671.000000 Penalty: 5835.022949
	Iteration 2Q: 3 clusters Score -1.269367e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -12695693.000000 Penalty: 5835.022949
	Iteration 3Q: 3 clusters Score -1.269569e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -12698646.000000 Penalty: 5835.022949
	Iteration 4F: 3 clusters Score -1.269865e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -12702902.000000 Penalty: 5835.022949
	Iteration 5F: 3 clusters Score -1.27029e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -12708396.000000 Penalty: 5835.022949
	Iteration 6F: 3 clusters Score -1.27084e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -12715759.000000 Penalty: 5835.022949
	Iteration 7F: 3 clusters Score -1.271576e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -12723902.000000 Penalty: 5835.022949
	Iteration 8F: 3 clusters Score -1.27239e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119432 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -12730914.000000 Penalty: 5835.022949
	Iteration 9F: 3 clusters Score -1.273091e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -12735563.000000 Penalty: 5835.022949
	Iteration 10Q: 3 clusters Score -1.273556e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127019 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -12737537.000000 Penalty: 5835.022949
	Iteration 11Q: 3 clusters Score -1.273754e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127923 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12738271.000000 Penalty: 5835.022949
	Iteration 12Q: 3 clusters Score -1.273827e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128192 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12738523.000000 Penalty: 5835.022949
	Iteration 13Q: 3 clusters Score -1.273852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12738662.000000 Penalty: 5835.022949
	Iteration 14Q: 3 clusters Score -1.273866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12738706.000000 Penalty: 5835.022949
	Iteration 15Q: 3 clusters Score -1.273871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12738726.000000 Penalty: 5835.022949
	Iteration 16Q: 3 clusters Score -1.273873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12738761.000000 Penalty: 5835.022949
	Iteration 17Q: 3 clusters Score -1.273876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12738773.000000 Penalty: 5835.022949
	Iteration 18Q: 3 clusters Score -1.273877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12738783.000000 Penalty: 5835.022949
	Iteration 19Q: 3 clusters Score -1.273878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128335 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12738784.000000 Penalty: 5835.022949
	Iteration 20F: 3 clusters Score -1.273878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Entering Unmasked Estep 
Score: -486564.718750 Penalty: 2146.363525
	Iteration 0F: 2 clusters Score -486564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -481534.125000 Penalty: 4292.727051
	Iteration 0F: 3 clusters Score -481534.1 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -482772.968750 Penalty: 4292.727051
	Iteration 1F: 3 clusters Score -482773 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -482982.218750 Penalty: 4292.727051
	Iteration 2F: 3 clusters Score -482982.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -483117.843750 Penalty: 4292.727051
	Iteration 3Q: 3 clusters Score -483117.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -483195.500000 Penalty: 4292.727051
	Iteration 4Q: 3 clusters Score -483195.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -483247.093750 Penalty: 4292.727051
	Iteration 5Q: 3 clusters Score -483247.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -483280.875000 Penalty: 4292.727051
	Iteration 6Q: 3 clusters Score -483280.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -483304.812500 Penalty: 4292.727051
	Iteration 7Q: 3 clusters Score -483304.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -483319.406250 Penalty: 4292.727051
	Iteration 8Q: 3 clusters Score -483319.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -483329.718750 Penalty: 4292.727051
	Iteration 9Q: 3 clusters Score -483329.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -483337.343750 Penalty: 4292.727051
	Iteration 10Q: 3 clusters Score -483337.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -483345.281250 Penalty: 4292.727051
	Iteration 11Q: 3 clusters Score -483345.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -483353.843750 Penalty: 4292.727051
	Iteration 12Q: 3 clusters Score -483353.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -483362.625000 Penalty: 4292.727051
	Iteration 13Q: 3 clusters Score -483362.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -483369.187500 Penalty: 4292.727051
	Iteration 14Q: 3 clusters Score -483369.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -483373.718750 Penalty: 4292.727051
	Iteration 15Q: 3 clusters Score -483373.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -483379.093750 Penalty: 4292.727051
	Iteration 16Q: 3 clusters Score -483379.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -483384.718750 Penalty: 4292.727051
	Iteration 17Q: 3 clusters Score -483384.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -483388.750000 Penalty: 4292.727051
	Iteration 18Q: 3 clusters Score -483388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -483392.031250 Penalty: 4292.727051
	Iteration 19Q: 3 clusters Score -483392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -483393.937500 Penalty: 4292.727051
	Iteration 20F: 3 clusters Score -483393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -483394.687500 Penalty: 4292.727051
	Iteration 21Q: 3 clusters Score -483394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -483394.687500 Penalty: 4292.727051
	Iteration 22Q: 3 clusters Score -483394.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -483396.500000 Penalty: 4292.727051
	Iteration 23Q: 3 clusters Score -483396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -483395.656250 Penalty: 4292.727051
	Iteration 24Q: 3 clusters Score -483395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -483396.843750 Penalty: 4292.727051
	Iteration 25Q: 3 clusters Score -483396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -483396.468750 Penalty: 4292.727051
	Iteration 26Q: 3 clusters Score -483396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -483396.468750 Penalty: 4292.727051
	Iteration 27F: 3 clusters Score -483396.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Entering Unmasked Estep 
Score: -1513572.625000 Penalty: 2447.421875
	Iteration 0F: 2 clusters Score -1513573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1499926.375000 Penalty: 4894.843750
	Iteration 0F: 3 clusters Score -1499926 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1504549.000000 Penalty: 4894.843750
	Iteration 1F: 3 clusters Score -1504549 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1505146.625000 Penalty: 4894.843750
	Iteration 2F: 3 clusters Score -1505147 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1505819.000000 Penalty: 4894.843750
	Iteration 3F: 3 clusters Score -1505819 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1506526.375000 Penalty: 4894.843750
	Iteration 4F: 3 clusters Score -1506526 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1507259.375000 Penalty: 4894.843750
	Iteration 5F: 3 clusters Score -1507259 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1507941.875000 Penalty: 4894.843750
	Iteration 6F: 3 clusters Score -1507942 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1508588.250000 Penalty: 4894.843750
	Iteration 7F: 3 clusters Score -1508588 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1509283.000000 Penalty: 4894.843750
	Iteration 8F: 3 clusters Score -1509283 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1509894.250000 Penalty: 4894.843750
	Iteration 9Q: 3 clusters Score -1509894 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1510381.000000 Penalty: 4894.843750
	Iteration 10Q: 3 clusters Score -1510381 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1510738.500000 Penalty: 4894.843750
	Iteration 11Q: 3 clusters Score -1510738 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1510944.625000 Penalty: 4894.843750
	Iteration 12Q: 3 clusters Score -1510945 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1511120.625000 Penalty: 4894.843750
	Iteration 13Q: 3 clusters Score -1511121 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1511230.000000 Penalty: 4894.843750
	Iteration 14Q: 3 clusters Score -1511230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1511296.875000 Penalty: 4894.843750
	Iteration 15Q: 3 clusters Score -1511297 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1511351.750000 Penalty: 4894.843750
	Iteration 16Q: 3 clusters Score -1511352 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1511404.625000 Penalty: 4894.843750
	Iteration 17Q: 3 clusters Score -1511405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1511448.750000 Penalty: 4894.843750
	Iteration 18Q: 3 clusters Score -1511449 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1511486.750000 Penalty: 4894.843750
	Iteration 19Q: 3 clusters Score -1511487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1511521.500000 Penalty: 4894.843750
	Iteration 20F: 3 clusters Score -1511522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1511553.875000 Penalty: 4894.843750
	Iteration 21Q: 3 clusters Score -1511554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1511599.750000 Penalty: 4894.843750
	Iteration 22Q: 3 clusters Score -1511600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1511653.625000 Penalty: 4894.843750
	Iteration 23Q: 3 clusters Score -1511654 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1511726.625000 Penalty: 4894.843750
	Iteration 24Q: 3 clusters Score -1511727 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1511816.500000 Penalty: 4894.843750
	Iteration 25Q: 3 clusters Score -1511816 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1511912.875000 Penalty: 4894.843750
	Iteration 26Q: 3 clusters Score -1511913 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1512037.375000 Penalty: 4894.843750
	Iteration 27Q: 3 clusters Score -1512037 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1512181.500000 Penalty: 4894.843750
	Iteration 28Q: 3 clusters Score -1512182 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1512320.625000 Penalty: 4894.843750
	Iteration 29Q: 3 clusters Score -1512321 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1512510.625000 Penalty: 4894.843750
	Iteration 30Q: 3 clusters Score -1512511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1512696.625000 Penalty: 4894.843750
	Iteration 31Q: 3 clusters Score -1512697 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1512857.125000 Penalty: 4894.843750
	Iteration 32Q: 3 clusters Score -1512857 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1512948.250000 Penalty: 4894.843750
	Iteration 33Q: 3 clusters Score -1512948 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1512997.375000 Penalty: 4894.843750
	Iteration 34Q: 3 clusters Score -1512997 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1513021.250000 Penalty: 4894.843750
	Iteration 35Q: 3 clusters Score -1513021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1513040.250000 Penalty: 4894.843750
	Iteration 36Q: 3 clusters Score -1513040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1513059.375000 Penalty: 4894.843750
	Iteration 37Q: 3 clusters Score -1513059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1513065.625000 Penalty: 4894.843750
	Iteration 38Q: 3 clusters Score -1513066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1513069.500000 Penalty: 4894.843750
	Iteration 39Q: 3 clusters Score -1513070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1513080.000000 Penalty: 4894.843750
	Iteration 40F: 3 clusters Score -1513080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1513081.375000 Penalty: 4894.843750
	Iteration 41Q: 3 clusters Score -1513081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1513085.750000 Penalty: 4894.843750
	Iteration 42Q: 3 clusters Score -1513086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1513092.500000 Penalty: 4894.843750
	Iteration 43Q: 3 clusters Score -1513092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1513090.250000 Penalty: 4894.843750
	Iteration 44Q: 3 clusters Score -1513090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1513097.125000 Penalty: 4894.843750
	Iteration 45Q: 3 clusters Score -1513097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1513101.500000 Penalty: 4894.843750
	Iteration 46Q: 3 clusters Score -1513102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1513106.125000 Penalty: 4894.843750
	Iteration 47Q: 3 clusters Score -1513106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1513104.250000 Penalty: 4894.843750
	Iteration 48Q: 3 clusters Score -1513104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1513106.500000 Penalty: 4894.843750
	Iteration 49Q: 3 clusters Score -1513106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1513103.125000 Penalty: 4894.843750
	Iteration 50Q: 3 clusters Score -1513103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1513104.875000 Penalty: 4894.843750
	Iteration 51Q: 3 clusters Score -1513105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1513113.000000 Penalty: 4894.843750
	Iteration 52Q: 3 clusters Score -1513113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1513111.875000 Penalty: 4894.843750
	Iteration 53Q: 3 clusters Score -1513112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1513116.625000 Penalty: 4894.843750
	Iteration 54Q: 3 clusters Score -1513117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1513122.250000 Penalty: 4894.843750
	Iteration 55Q: 3 clusters Score -1513122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1513121.375000 Penalty: 4894.843750
	Iteration 56Q: 3 clusters Score -1513121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1513123.500000 Penalty: 4894.843750
	Iteration 57Q: 3 clusters Score -1513124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1513121.250000 Penalty: 4894.843750
	Iteration 58Q: 3 clusters Score -1513121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1513120.625000 Penalty: 4894.843750
	Iteration 59Q: 3 clusters Score -1513121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1513121.000000 Penalty: 4894.843750
	Iteration 60F: 3 clusters Score -1513121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1513127.000000 Penalty: 4894.843750
	Iteration 61Q: 3 clusters Score -1513127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1513128.875000 Penalty: 4894.843750
	Iteration 62Q: 3 clusters Score -1513129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1513130.000000 Penalty: 4894.843750
	Iteration 63Q: 3 clusters Score -1513130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1513128.750000 Penalty: 4894.843750
	Iteration 64Q: 3 clusters Score -1513129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1513131.250000 Penalty: 4894.843750
	Iteration 65Q: 3 clusters Score -1513131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1513131.625000 Penalty: 4894.843750
	Iteration 66Q: 3 clusters Score -1513132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1513130.500000 Penalty: 4894.843750
	Iteration 67Q: 3 clusters Score -1513130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1513131.250000 Penalty: 4894.843750
	Iteration 68Q: 3 clusters Score -1513131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1513133.000000 Penalty: 4894.843750
	Iteration 69Q: 3 clusters Score -1513133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1513132.625000 Penalty: 4894.843750
	Iteration 70Q: 3 clusters Score -1513133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1513131.250000 Penalty: 4894.843750
	Iteration 71Q: 3 clusters Score -1513131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1513135.500000 Penalty: 4894.843750
	Iteration 72Q: 3 clusters Score -1513136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1513139.750000 Penalty: 4894.843750
	Iteration 73Q: 3 clusters Score -1513140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1513137.125000 Penalty: 4894.843750
	Iteration 74Q: 3 clusters Score -1513137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1513138.000000 Penalty: 4894.843750
	Iteration 75Q: 3 clusters Score -1513138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1513141.250000 Penalty: 4894.843750
	Iteration 76Q: 3 clusters Score -1513141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1513140.625000 Penalty: 4894.843750
	Iteration 77Q: 3 clusters Score -1513141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1513141.500000 Penalty: 4894.843750
	Iteration 78Q: 3 clusters Score -1513142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1513142.125000 Penalty: 4894.843750
	Iteration 79Q: 3 clusters Score -1513142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1513143.625000 Penalty: 4894.843750
	Iteration 80F: 3 clusters Score -1513144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1513143.000000 Penalty: 4894.843750
	Iteration 81Q: 3 clusters Score -1513143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1513143.000000 Penalty: 4894.843750
	Iteration 82F: 3 clusters Score -1513143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Entering Unmasked Estep 
Score: -2076498.875000 Penalty: 2470.270020
	Iteration 0F: 2 clusters Score -2076499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2061678.875000 Penalty: 4940.540039
	Iteration 0F: 3 clusters Score -2061679 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2067040.875000 Penalty: 4940.540039
	Iteration 1F: 3 clusters Score -2067041 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2067686.875000 Penalty: 4940.540039
	Iteration 2F: 3 clusters Score -2067687 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2068325.750000 Penalty: 4940.540039
	Iteration 3F: 3 clusters Score -2068326 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2068891.000000 Penalty: 4940.540039
	Iteration 4F: 3 clusters Score -2068891 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2069396.750000 Penalty: 4940.540039
	Iteration 5Q: 3 clusters Score -2069397 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2069846.000000 Penalty: 4940.540039
	Iteration 6Q: 3 clusters Score -2069846 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2070219.500000 Penalty: 4940.540039
	Iteration 7Q: 3 clusters Score -2070220 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2070528.875000 Penalty: 4940.540039
	Iteration 8Q: 3 clusters Score -2070529 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2070797.125000 Penalty: 4940.540039
	Iteration 9Q: 3 clusters Score -2070797 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2071065.375000 Penalty: 4940.540039
	Iteration 10Q: 3 clusters Score -2071065 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2071324.375000 Penalty: 4940.540039
	Iteration 11Q: 3 clusters Score -2071324 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2071612.625000 Penalty: 4940.540039
	Iteration 12Q: 3 clusters Score -2071613 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2071942.375000 Penalty: 4940.540039
	Iteration 13Q: 3 clusters Score -2071942 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2072292.000000 Penalty: 4940.540039
	Iteration 14Q: 3 clusters Score -2072292 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2072654.125000 Penalty: 4940.540039
	Iteration 15Q: 3 clusters Score -2072654 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2073012.000000 Penalty: 4940.540039
	Iteration 16Q: 3 clusters Score -2073012 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2073310.875000 Penalty: 4940.540039
	Iteration 17Q: 3 clusters Score -2073311 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2073546.750000 Penalty: 4940.540039
	Iteration 18Q: 3 clusters Score -2073547 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2073745.625000 Penalty: 4940.540039
	Iteration 19Q: 3 clusters Score -2073746 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2073925.375000 Penalty: 4940.540039
	Iteration 20F: 3 clusters Score -2073925 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2074087.625000 Penalty: 4940.540039
	Iteration 21Q: 3 clusters Score -2074088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2074214.125000 Penalty: 4940.540039
	Iteration 22Q: 3 clusters Score -2074214 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2074336.375000 Penalty: 4940.540039
	Iteration 23Q: 3 clusters Score -2074336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2074432.125000 Penalty: 4940.540039
	Iteration 24Q: 3 clusters Score -2074432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2074491.000000 Penalty: 4940.540039
	Iteration 25Q: 3 clusters Score -2074491 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2074556.875000 Penalty: 4940.540039
	Iteration 26Q: 3 clusters Score -2074557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2074619.000000 Penalty: 4940.540039
	Iteration 27Q: 3 clusters Score -2074619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2074677.000000 Penalty: 4940.540039
	Iteration 28Q: 3 clusters Score -2074677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2074729.500000 Penalty: 4940.540039
	Iteration 29Q: 3 clusters Score -2074730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2074788.625000 Penalty: 4940.540039
	Iteration 30Q: 3 clusters Score -2074789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2074837.875000 Penalty: 4940.540039
	Iteration 31Q: 3 clusters Score -2074838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2074898.125000 Penalty: 4940.540039
	Iteration 32Q: 3 clusters Score -2074898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2074954.750000 Penalty: 4940.540039
	Iteration 33Q: 3 clusters Score -2074955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2075028.250000 Penalty: 4940.540039
	Iteration 34Q: 3 clusters Score -2075028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2075100.375000 Penalty: 4940.540039
	Iteration 35Q: 3 clusters Score -2075100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2075195.250000 Penalty: 4940.540039
	Iteration 36Q: 3 clusters Score -2075195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2075288.625000 Penalty: 4940.540039
	Iteration 37Q: 3 clusters Score -2075289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2075344.625000 Penalty: 4940.540039
	Iteration 38Q: 3 clusters Score -2075345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2075363.875000 Penalty: 4940.540039
	Iteration 39Q: 3 clusters Score -2075364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2075371.000000 Penalty: 4940.540039
	Iteration 40F: 3 clusters Score -2075371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2075372.875000 Penalty: 4940.540039
	Iteration 41Q: 3 clusters Score -2075373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2075377.250000 Penalty: 4940.540039
	Iteration 42Q: 3 clusters Score -2075377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2075381.375000 Penalty: 4940.540039
	Iteration 43Q: 3 clusters Score -2075381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2075381.875000 Penalty: 4940.540039
	Iteration 44Q: 3 clusters Score -2075382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2075387.875000 Penalty: 4940.540039
	Iteration 45Q: 3 clusters Score -2075388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2075388.625000 Penalty: 4940.540039
	Iteration 46Q: 3 clusters Score -2075389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2075386.875000 Penalty: 4940.540039
	Iteration 47Q: 3 clusters Score -2075387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2075386.875000 Penalty: 4940.540039
	Iteration 48F: 3 clusters Score -2075387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Entering Unmasked Estep 
Score: -1497609.625000 Penalty: 2437.333008
	Iteration 0F: 2 clusters Score -1497610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1484308.750000 Penalty: 4874.666016
	Iteration 0F: 3 clusters Score -1484309 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1488718.375000 Penalty: 4874.666016
	Iteration 1F: 3 clusters Score -1488718 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1489123.000000 Penalty: 4874.666016
	Iteration 2F: 3 clusters Score -1489123 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1489486.375000 Penalty: 4874.666016
	Iteration 3Q: 3 clusters Score -1489486 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1489865.000000 Penalty: 4874.666016
	Iteration 4Q: 3 clusters Score -1489865 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1490286.375000 Penalty: 4874.666016
	Iteration 5Q: 3 clusters Score -1490286 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1490743.250000 Penalty: 4874.666016
	Iteration 6Q: 3 clusters Score -1490743 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1491225.750000 Penalty: 4874.666016
	Iteration 7Q: 3 clusters Score -1491226 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1491696.875000 Penalty: 4874.666016
	Iteration 8Q: 3 clusters Score -1491697 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1492106.875000 Penalty: 4874.666016
	Iteration 9Q: 3 clusters Score -1492107 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1492482.625000 Penalty: 4874.666016
	Iteration 10Q: 3 clusters Score -1492483 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1492814.750000 Penalty: 4874.666016
	Iteration 11Q: 3 clusters Score -1492815 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1493046.500000 Penalty: 4874.666016
	Iteration 12Q: 3 clusters Score -1493046 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1493224.000000 Penalty: 4874.666016
	Iteration 13Q: 3 clusters Score -1493224 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1493353.375000 Penalty: 4874.666016
	Iteration 14Q: 3 clusters Score -1493353 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1493442.625000 Penalty: 4874.666016
	Iteration 15Q: 3 clusters Score -1493443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1493505.500000 Penalty: 4874.666016
	Iteration 16Q: 3 clusters Score -1493506 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1493554.625000 Penalty: 4874.666016
	Iteration 17Q: 3 clusters Score -1493555 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1493580.875000 Penalty: 4874.666016
	Iteration 18Q: 3 clusters Score -1493581 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1493616.375000 Penalty: 4874.666016
	Iteration 19Q: 3 clusters Score -1493616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1493637.750000 Penalty: 4874.666016
	Iteration 20F: 3 clusters Score -1493638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1493654.750000 Penalty: 4874.666016
	Iteration 21Q: 3 clusters Score -1493655 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1493677.625000 Penalty: 4874.666016
	Iteration 22Q: 3 clusters Score -1493678 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1493696.625000 Penalty: 4874.666016
	Iteration 23Q: 3 clusters Score -1493697 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1493714.875000 Penalty: 4874.666016
	Iteration 24Q: 3 clusters Score -1493715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1493738.125000 Penalty: 4874.666016
	Iteration 25Q: 3 clusters Score -1493738 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1493769.875000 Penalty: 4874.666016
	Iteration 26Q: 3 clusters Score -1493770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1493780.750000 Penalty: 4874.666016
	Iteration 27Q: 3 clusters Score -1493781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1493809.875000 Penalty: 4874.666016
	Iteration 28Q: 3 clusters Score -1493810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1493830.250000 Penalty: 4874.666016
	Iteration 29Q: 3 clusters Score -1493830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1493848.250000 Penalty: 4874.666016
	Iteration 30Q: 3 clusters Score -1493848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1493864.125000 Penalty: 4874.666016
	Iteration 31Q: 3 clusters Score -1493864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1493879.875000 Penalty: 4874.666016
	Iteration 32Q: 3 clusters Score -1493880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1493891.250000 Penalty: 4874.666016
	Iteration 33Q: 3 clusters Score -1493891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1493907.250000 Penalty: 4874.666016
	Iteration 34Q: 3 clusters Score -1493907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1493924.125000 Penalty: 4874.666016
	Iteration 35Q: 3 clusters Score -1493924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1493941.875000 Penalty: 4874.666016
	Iteration 36Q: 3 clusters Score -1493942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1493968.750000 Penalty: 4874.666016
	Iteration 37Q: 3 clusters Score -1493969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1493991.250000 Penalty: 4874.666016
	Iteration 38Q: 3 clusters Score -1493991 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1494020.500000 Penalty: 4874.666016
	Iteration 39Q: 3 clusters Score -1494020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1494044.250000 Penalty: 4874.666016
	Iteration 40F: 3 clusters Score -1494044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1494060.750000 Penalty: 4874.666016
	Iteration 41Q: 3 clusters Score -1494061 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1494095.875000 Penalty: 4874.666016
	Iteration 42Q: 3 clusters Score -1494096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1494125.500000 Penalty: 4874.666016
	Iteration 43Q: 3 clusters Score -1494126 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1494147.125000 Penalty: 4874.666016
	Iteration 44Q: 3 clusters Score -1494147 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1494185.625000 Penalty: 4874.666016
	Iteration 45Q: 3 clusters Score -1494186 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1494226.375000 Penalty: 4874.666016
	Iteration 46Q: 3 clusters Score -1494226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1494258.375000 Penalty: 4874.666016
	Iteration 47Q: 3 clusters Score -1494258 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1494306.375000 Penalty: 4874.666016
	Iteration 48Q: 3 clusters Score -1494306 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1494352.625000 Penalty: 4874.666016
	Iteration 49Q: 3 clusters Score -1494353 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1494410.875000 Penalty: 4874.666016
	Iteration 50Q: 3 clusters Score -1494411 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1494469.875000 Penalty: 4874.666016
	Iteration 51Q: 3 clusters Score -1494470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1494535.000000 Penalty: 4874.666016
	Iteration 52Q: 3 clusters Score -1494535 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1494600.750000 Penalty: 4874.666016
	Iteration 53Q: 3 clusters Score -1494601 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1494660.250000 Penalty: 4874.666016
	Iteration 54Q: 3 clusters Score -1494660 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1494722.500000 Penalty: 4874.666016
	Iteration 55Q: 3 clusters Score -1494722 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1494782.125000 Penalty: 4874.666016
	Iteration 56Q: 3 clusters Score -1494782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1494845.750000 Penalty: 4874.666016
	Iteration 57Q: 3 clusters Score -1494846 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1494909.375000 Penalty: 4874.666016
	Iteration 58Q: 3 clusters Score -1494909 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1494986.125000 Penalty: 4874.666016
	Iteration 59Q: 3 clusters Score -1494986 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1495056.125000 Penalty: 4874.666016
	Iteration 60F: 3 clusters Score -1495056 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1495124.500000 Penalty: 4874.666016
	Iteration 61Q: 3 clusters Score -1495124 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1495181.000000 Penalty: 4874.666016
	Iteration 62Q: 3 clusters Score -1495181 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1495239.000000 Penalty: 4874.666016
	Iteration 63Q: 3 clusters Score -1495239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1495277.250000 Penalty: 4874.666016
	Iteration 64Q: 3 clusters Score -1495277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1495312.125000 Penalty: 4874.666016
	Iteration 65Q: 3 clusters Score -1495312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1495345.625000 Penalty: 4874.666016
	Iteration 66Q: 3 clusters Score -1495346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1495374.500000 Penalty: 4874.666016
	Iteration 67Q: 3 clusters Score -1495374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1495403.375000 Penalty: 4874.666016
	Iteration 68Q: 3 clusters Score -1495403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1495423.250000 Penalty: 4874.666016
	Iteration 69Q: 3 clusters Score -1495423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1495449.500000 Penalty: 4874.666016
	Iteration 70Q: 3 clusters Score -1495450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1495463.625000 Penalty: 4874.666016
	Iteration 71Q: 3 clusters Score -1495464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1495478.375000 Penalty: 4874.666016
	Iteration 72Q: 3 clusters Score -1495478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1495487.375000 Penalty: 4874.666016
	Iteration 73Q: 3 clusters Score -1495487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1495503.500000 Penalty: 4874.666016
	Iteration 74Q: 3 clusters Score -1495504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1495521.250000 Penalty: 4874.666016
	Iteration 75Q: 3 clusters Score -1495521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1495540.875000 Penalty: 4874.666016
	Iteration 76Q: 3 clusters Score -1495541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1495555.250000 Penalty: 4874.666016
	Iteration 77Q: 3 clusters Score -1495555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1495566.750000 Penalty: 4874.666016
	Iteration 78Q: 3 clusters Score -1495567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1495574.750000 Penalty: 4874.666016
	Iteration 79Q: 3 clusters Score -1495575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1495589.500000 Penalty: 4874.666016
	Iteration 80F: 3 clusters Score -1495590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1495593.875000 Penalty: 4874.666016
	Iteration 81Q: 3 clusters Score -1495594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1495603.000000 Penalty: 4874.666016
	Iteration 82Q: 3 clusters Score -1495603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1495611.375000 Penalty: 4874.666016
	Iteration 83Q: 3 clusters Score -1495611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1495622.375000 Penalty: 4874.666016
	Iteration 84Q: 3 clusters Score -1495622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1495629.875000 Penalty: 4874.666016
	Iteration 85Q: 3 clusters Score -1495630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1495636.125000 Penalty: 4874.666016
	Iteration 86Q: 3 clusters Score -1495636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1495637.125000 Penalty: 4874.666016
	Iteration 87Q: 3 clusters Score -1495637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1495644.375000 Penalty: 4874.666016
	Iteration 88Q: 3 clusters Score -1495644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1495644.750000 Penalty: 4874.666016
	Iteration 89Q: 3 clusters Score -1495645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1495647.250000 Penalty: 4874.666016
	Iteration 90Q: 3 clusters Score -1495647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1495647.625000 Penalty: 4874.666016
	Iteration 91Q: 3 clusters Score -1495648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1495647.125000 Penalty: 4874.666016
	Iteration 92Q: 3 clusters Score -1495647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1495652.875000 Penalty: 4874.666016
	Iteration 93Q: 3 clusters Score -1495653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1495652.250000 Penalty: 4874.666016
	Iteration 94Q: 3 clusters Score -1495652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1495651.250000 Penalty: 4874.666016
	Iteration 95Q: 3 clusters Score -1495651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1495653.250000 Penalty: 4874.666016
	Iteration 96Q: 3 clusters Score -1495653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1495654.125000 Penalty: 4874.666016
	Iteration 97Q: 3 clusters Score -1495654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1495652.875000 Penalty: 4874.666016
	Iteration 98Q: 3 clusters Score -1495653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1495652.875000 Penalty: 4874.666016
	Iteration 99F: 3 clusters Score -1495653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Entering Unmasked Estep 
Score: -11554096.000000 Penalty: 2873.721680
	Iteration 0F: 2 clusters Score -1.15541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -11487627.000000 Penalty: 5747.443359
	Iteration 0F: 3 clusters Score -1.148763e+07 nChanged 51041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -11516548.000000 Penalty: 5747.443359
	Iteration 1F: 3 clusters Score -1.151655e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -11517350.000000 Penalty: 5747.443359
	Iteration 2Q: 3 clusters Score -1.151735e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -11518189.000000 Penalty: 5747.443359
	Iteration 3Q: 3 clusters Score -1.151819e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -11519260.000000 Penalty: 5747.443359
	Iteration 4Q: 3 clusters Score -1.151926e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -11520617.000000 Penalty: 5747.443359
	Iteration 5Q: 3 clusters Score -1.152062e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -11522242.000000 Penalty: 5747.443359
	Iteration 6Q: 3 clusters Score -1.152224e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -11524436.000000 Penalty: 5747.443359
	Iteration 7Q: 3 clusters Score -1.152444e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -11527077.000000 Penalty: 5747.443359
	Iteration 8F: 3 clusters Score -1.152708e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -11529882.000000 Penalty: 5747.443359
	Iteration 9F: 3 clusters Score -1.152988e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -11532911.000000 Penalty: 5747.443359
	Iteration 10F: 3 clusters Score -1.153291e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -11535803.000000 Penalty: 5747.443359
	Iteration 11Q: 3 clusters Score -1.15358e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -11538535.000000 Penalty: 5747.443359
	Iteration 12Q: 3 clusters Score -1.153854e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -11541011.000000 Penalty: 5747.443359
	Iteration 13Q: 3 clusters Score -1.154101e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -11542860.000000 Penalty: 5747.443359
	Iteration 14Q: 3 clusters Score -1.154286e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -11543971.000000 Penalty: 5747.443359
	Iteration 15Q: 3 clusters Score -1.154397e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -11544509.000000 Penalty: 5747.443359
	Iteration 16Q: 3 clusters Score -1.154451e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -11544855.000000 Penalty: 5747.443359
	Iteration 17Q: 3 clusters Score -1.154486e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -11545130.000000 Penalty: 5747.443359
	Iteration 18Q: 3 clusters Score -1.154513e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -11545362.000000 Penalty: 5747.443359
	Iteration 19Q: 3 clusters Score -1.154536e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -11545631.000000 Penalty: 5747.443359
	Iteration 20F: 3 clusters Score -1.154563e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -11545820.000000 Penalty: 5747.443359
	Iteration 21Q: 3 clusters Score -1.154582e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -11546124.000000 Penalty: 5747.443359
	Iteration 22Q: 3 clusters Score -1.154612e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -11546373.000000 Penalty: 5747.443359
	Iteration 23Q: 3 clusters Score -1.154637e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -11546503.000000 Penalty: 5747.443359
	Iteration 24Q: 3 clusters Score -1.15465e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -11546666.000000 Penalty: 5747.443359
	Iteration 25Q: 3 clusters Score -1.154667e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -11546809.000000 Penalty: 5747.443359
	Iteration 26Q: 3 clusters Score -1.154681e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -11546963.000000 Penalty: 5747.443359
	Iteration 27Q: 3 clusters Score -1.154696e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -11547119.000000 Penalty: 5747.443359
	Iteration 28Q: 3 clusters Score -1.154712e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -11547264.000000 Penalty: 5747.443359
	Iteration 29Q: 3 clusters Score -1.154726e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -11547446.000000 Penalty: 5747.443359
	Iteration 30Q: 3 clusters Score -1.154745e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -11547686.000000 Penalty: 5747.443359
	Iteration 31Q: 3 clusters Score -1.154769e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -11547806.000000 Penalty: 5747.443359
	Iteration 32Q: 3 clusters Score -1.154781e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -11547940.000000 Penalty: 5747.443359
	Iteration 33Q: 3 clusters Score -1.154794e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -11548064.000000 Penalty: 5747.443359
	Iteration 34Q: 3 clusters Score -1.154806e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -11548177.000000 Penalty: 5747.443359
	Iteration 35Q: 3 clusters Score -1.154818e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -11548326.000000 Penalty: 5747.443359
	Iteration 36Q: 3 clusters Score -1.154833e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -11548495.000000 Penalty: 5747.443359
	Iteration 37Q: 3 clusters Score -1.15485e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -11548643.000000 Penalty: 5747.443359
	Iteration 38Q: 3 clusters Score -1.154864e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -11548706.000000 Penalty: 5747.443359
	Iteration 39Q: 3 clusters Score -1.154871e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -11548824.000000 Penalty: 5747.443359
	Iteration 40F: 3 clusters Score -1.154882e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -11548936.000000 Penalty: 5747.443359
	Iteration 41Q: 3 clusters Score -1.154894e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -11549023.000000 Penalty: 5747.443359
	Iteration 42Q: 3 clusters Score -1.154902e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -11549134.000000 Penalty: 5747.443359
	Iteration 43Q: 3 clusters Score -1.154913e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -11549261.000000 Penalty: 5747.443359
	Iteration 44Q: 3 clusters Score -1.154926e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -11549324.000000 Penalty: 5747.443359
	Iteration 45Q: 3 clusters Score -1.154932e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 97304 members 
Entering Unmasked Estep 
Score: -11549447.000000 Penalty: 5747.443359
	Iteration 46Q: 3 clusters Score -1.154945e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -11549505.000000 Penalty: 5747.443359
	Iteration 47Q: 3 clusters Score -1.15495e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -11549548.000000 Penalty: 5747.443359
	Iteration 48Q: 3 clusters Score -1.154955e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -11549609.000000 Penalty: 5747.443359
	Iteration 49Q: 3 clusters Score -1.154961e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -11549683.000000 Penalty: 5747.443359
	Iteration 50Q: 3 clusters Score -1.154968e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -11549738.000000 Penalty: 5747.443359
	Iteration 51Q: 3 clusters Score -1.154974e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -11549784.000000 Penalty: 5747.443359
	Iteration 52Q: 3 clusters Score -1.154978e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 100525 members 
Entering Unmasked Estep 
Score: -11549828.000000 Penalty: 5747.443359
	Iteration 53Q: 3 clusters Score -1.154983e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -11549886.000000 Penalty: 5747.443359
	Iteration 54Q: 3 clusters Score -1.154989e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -11549956.000000 Penalty: 5747.443359
	Iteration 55Q: 3 clusters Score -1.154996e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -11550043.000000 Penalty: 5747.443359
	Iteration 56Q: 3 clusters Score -1.155004e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 102095 members 
Entering Unmasked Estep 
Score: -11550166.000000 Penalty: 5747.443359
	Iteration 57Q: 3 clusters Score -1.155017e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -11550235.000000 Penalty: 5747.443359
	Iteration 58Q: 3 clusters Score -1.155024e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -11550308.000000 Penalty: 5747.443359
	Iteration 59Q: 3 clusters Score -1.155031e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -11550385.000000 Penalty: 5747.443359
	Iteration 60F: 3 clusters Score -1.155038e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 103262 members 
Entering Unmasked Estep 
Score: -11550413.000000 Penalty: 5747.443359
	Iteration 61Q: 3 clusters Score -1.155041e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -11550427.000000 Penalty: 5747.443359
	Iteration 62Q: 3 clusters Score -1.155043e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -11550486.000000 Penalty: 5747.443359
	Iteration 63Q: 3 clusters Score -1.155049e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -11550516.000000 Penalty: 5747.443359
	Iteration 64Q: 3 clusters Score -1.155052e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -11550582.000000 Penalty: 5747.443359
	Iteration 65Q: 3 clusters Score -1.155058e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -11550632.000000 Penalty: 5747.443359
	Iteration 66Q: 3 clusters Score -1.155063e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -11550710.000000 Penalty: 5747.443359
	Iteration 67Q: 3 clusters Score -1.155071e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 104732 members 
Entering Unmasked Estep 
Score: -11550745.000000 Penalty: 5747.443359
	Iteration 68Q: 3 clusters Score -1.155074e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 104901 members 
Entering Unmasked Estep 
Score: -11550790.000000 Penalty: 5747.443359
	Iteration 69Q: 3 clusters Score -1.155079e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -11550887.000000 Penalty: 5747.443359
	Iteration 70Q: 3 clusters Score -1.155089e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -11550924.000000 Penalty: 5747.443359
	Iteration 71Q: 3 clusters Score -1.155092e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -11550998.000000 Penalty: 5747.443359
	Iteration 72Q: 3 clusters Score -1.1551e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 105442 members 
Entering Unmasked Estep 
Score: -11551041.000000 Penalty: 5747.443359
	Iteration 73Q: 3 clusters Score -1.155104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -11551086.000000 Penalty: 5747.443359
	Iteration 74Q: 3 clusters Score -1.155109e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -11551109.000000 Penalty: 5747.443359
	Iteration 75Q: 3 clusters Score -1.155111e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -11551118.000000 Penalty: 5747.443359
	Iteration 76Q: 3 clusters Score -1.155112e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -11551171.000000 Penalty: 5747.443359
	Iteration 77Q: 3 clusters Score -1.155117e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -11551221.000000 Penalty: 5747.443359
	Iteration 78Q: 3 clusters Score -1.155122e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -11551259.000000 Penalty: 5747.443359
	Iteration 79Q: 3 clusters Score -1.155126e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 106061 members 
Entering Unmasked Estep 
Score: -11551302.000000 Penalty: 5747.443359
	Iteration 80F: 3 clusters Score -1.15513e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 106112 members 
Entering Unmasked Estep 
Score: -11551314.000000 Penalty: 5747.443359
	Iteration 81Q: 3 clusters Score -1.155131e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 106163 members 
Entering Unmasked Estep 
Score: -11551333.000000 Penalty: 5747.443359
	Iteration 82Q: 3 clusters Score -1.155133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 106202 members 
Entering Unmasked Estep 
Score: -11551350.000000 Penalty: 5747.443359
	Iteration 83Q: 3 clusters Score -1.155135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -11551364.000000 Penalty: 5747.443359
	Iteration 84Q: 3 clusters Score -1.155136e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -11551370.000000 Penalty: 5747.443359
	Iteration 85Q: 3 clusters Score -1.155137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -11551386.000000 Penalty: 5747.443359
	Iteration 86Q: 3 clusters Score -1.155139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -11551411.000000 Penalty: 5747.443359
	Iteration 87Q: 3 clusters Score -1.155141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -11551415.000000 Penalty: 5747.443359
	Iteration 88Q: 3 clusters Score -1.155142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -11551420.000000 Penalty: 5747.443359
	Iteration 89Q: 3 clusters Score -1.155142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -11551438.000000 Penalty: 5747.443359
	Iteration 90Q: 3 clusters Score -1.155144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -11551438.000000 Penalty: 5747.443359
	Iteration 91Q: 3 clusters Score -1.155144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -11551450.000000 Penalty: 5747.443359
	Iteration 92Q: 3 clusters Score -1.155145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -11551461.000000 Penalty: 5747.443359
	Iteration 93Q: 3 clusters Score -1.155146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -11551460.000000 Penalty: 5747.443359
	Iteration 94Q: 3 clusters Score -1.155146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -11551468.000000 Penalty: 5747.443359
	Iteration 95Q: 3 clusters Score -1.155147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -11551476.000000 Penalty: 5747.443359
	Iteration 96Q: 3 clusters Score -1.155148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 106548 members 
Entering Unmasked Estep 
Score: -11551505.000000 Penalty: 5747.443359
	Iteration 97Q: 3 clusters Score -1.15515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -11551512.000000 Penalty: 5747.443359
	Iteration 98Q: 3 clusters Score -1.155151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -11551511.000000 Penalty: 5747.443359
	Iteration 99Q: 3 clusters Score -1.155151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -11551504.000000 Penalty: 5747.443359
	Iteration 100F: 3 clusters Score -1.15515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -11551516.000000 Penalty: 5747.443359
	Iteration 101Q: 3 clusters Score -1.155152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -11551518.000000 Penalty: 5747.443359
	Iteration 102Q: 3 clusters Score -1.155152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 106623 members 
Entering Unmasked Estep 
Score: -11551520.000000 Penalty: 5747.443359
	Iteration 103Q: 3 clusters Score -1.155152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -11551554.000000 Penalty: 5747.443359
	Iteration 104Q: 3 clusters Score -1.155155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 106653 members 
Entering Unmasked Estep 
Score: -11551563.000000 Penalty: 5747.443359
	Iteration 105Q: 3 clusters Score -1.155156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -11551577.000000 Penalty: 5747.443359
	Iteration 106Q: 3 clusters Score -1.155158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -11551566.000000 Penalty: 5747.443359
	Iteration 107Q: 3 clusters Score -1.155157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -11551564.000000 Penalty: 5747.443359
	Iteration 108Q: 3 clusters Score -1.155156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -11551571.000000 Penalty: 5747.443359
	Iteration 109Q: 3 clusters Score -1.155157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -11551573.000000 Penalty: 5747.443359
	Iteration 110Q: 3 clusters Score -1.155157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -11551579.000000 Penalty: 5747.443359
	Iteration 111Q: 3 clusters Score -1.155158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -11551581.000000 Penalty: 5747.443359
	Iteration 112Q: 3 clusters Score -1.155158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -11551584.000000 Penalty: 5747.443359
	Iteration 113Q: 3 clusters Score -1.155158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 106730 members 
Entering Unmasked Estep 
Score: -11551576.000000 Penalty: 5747.443359
	Iteration 114Q: 3 clusters Score -1.155158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -11551592.000000 Penalty: 5747.443359
	Iteration 115Q: 3 clusters Score -1.155159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -11551602.000000 Penalty: 5747.443359
	Iteration 116Q: 3 clusters Score -1.15516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 106753 members 
Entering Unmasked Estep 
Score: -11551610.000000 Penalty: 5747.443359
	Iteration 117Q: 3 clusters Score -1.155161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -11551614.000000 Penalty: 5747.443359
	Iteration 118Q: 3 clusters Score -1.155161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -11551620.000000 Penalty: 5747.443359
	Iteration 119Q: 3 clusters Score -1.155162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -11551617.000000 Penalty: 5747.443359
	Iteration 120F: 3 clusters Score -1.155162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -11551621.000000 Penalty: 5747.443359
	Iteration 121Q: 3 clusters Score -1.155162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -11551621.000000 Penalty: 5747.443359
	Iteration 122F: 3 clusters Score -1.155162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -145258.250000 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -145258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -142983.890625 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -142983.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143640.906250 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -143640.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144070.593750 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -144070.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -144518.875000 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -144518.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144867.234375 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -144867.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -145104.937500 Penalty: 3646.492676
	Iteration 5F: 3 clusters Score -145104.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -145243.843750 Penalty: 3646.492676
	Iteration 6Q: 3 clusters Score -145243.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -145325.500000 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -145325.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -145370.437500 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -145370.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -145407.937500 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -145407.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -145424.625000 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -145424.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145441.546875 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -145441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -145451.734375 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -145451.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145460.968750 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -145461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -145471.890625 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -145471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145483.015625 Penalty: 3646.492676
	Iteration 15Q: 3 clusters Score -145483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145484.562500 Penalty: 3646.492676
	Iteration 16Q: 3 clusters Score -145484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -145486.140625 Penalty: 3646.492676
	Iteration 17Q: 3 clusters Score -145486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145486.625000 Penalty: 3646.492676
	Iteration 18Q: 3 clusters Score -145486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -145487.578125 Penalty: 3646.492676
	Iteration 19Q: 3 clusters Score -145487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -145488.593750 Penalty: 3646.492676
	Iteration 20F: 3 clusters Score -145488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 128561 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107752 members 
Mstep: Class 9 contains 721 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 122451 members 
Mstep: Class 12 contains 53273 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 128034 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146095 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 110026 members 
Mstep: Class 25 contains 8904 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43285 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 6026 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7697 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9698 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12237 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38449 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2784 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 838 members 
Entering Unmasked Estep 
Score: -150803472.000000 Penalty: 253409.765625
Splitting cluster 9 changes total score from -150804928.000000 to -150803472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (10437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Entering Unmasked Estep 
Score: -968115.187500 Penalty: 2294.771973
	Iteration 0F: 2 clusters Score -968115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -960235.937500 Penalty: 4589.543945
	Iteration 0F: 3 clusters Score -960235.9 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -962657.125000 Penalty: 4589.543945
	Iteration 1F: 3 clusters Score -962657.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -963056.750000 Penalty: 4589.543945
	Iteration 2F: 3 clusters Score -963056.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -963390.312500 Penalty: 4589.543945
	Iteration 3F: 3 clusters Score -963390.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -963681.187500 Penalty: 4589.543945
	Iteration 4Q: 3 clusters Score -963681.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -963937.687500 Penalty: 4589.543945
	Iteration 5Q: 3 clusters Score -963937.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -964173.312500 Penalty: 4589.543945
	Iteration 6Q: 3 clusters Score -964173.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -964394.375000 Penalty: 4589.543945
	Iteration 7Q: 3 clusters Score -964394.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -964616.812500 Penalty: 4589.543945
	Iteration 8Q: 3 clusters Score -964616.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -964813.812500 Penalty: 4589.543945
	Iteration 9Q: 3 clusters Score -964813.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -965023.750000 Penalty: 4589.543945
	Iteration 10Q: 3 clusters Score -965023.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -965222.312500 Penalty: 4589.543945
	Iteration 11Q: 3 clusters Score -965222.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -965424.000000 Penalty: 4589.543945
	Iteration 12Q: 3 clusters Score -965424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -965648.937500 Penalty: 4589.543945
	Iteration 13Q: 3 clusters Score -965648.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -965873.250000 Penalty: 4589.543945
	Iteration 14Q: 3 clusters Score -965873.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -966126.062500 Penalty: 4589.543945
	Iteration 15Q: 3 clusters Score -966126.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -966382.250000 Penalty: 4589.543945
	Iteration 16Q: 3 clusters Score -966382.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -966681.062500 Penalty: 4589.543945
	Iteration 17Q: 3 clusters Score -966681.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -967084.875000 Penalty: 4589.543945
	Iteration 18Q: 3 clusters Score -967084.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -967591.875000 Penalty: 4589.543945
	Iteration 19Q: 3 clusters Score -967591.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -968141.125000 Penalty: 4589.543945
	Iteration 20F: 3 clusters Score -968141.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -968707.812500 Penalty: 4589.543945
	Iteration 21Q: 3 clusters Score -968707.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -969074.250000 Penalty: 4589.543945
	Iteration 22Q: 3 clusters Score -969074.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -969214.312500 Penalty: 4589.543945
	Iteration 23Q: 3 clusters Score -969214.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -969271.437500 Penalty: 4589.543945
	Iteration 24Q: 3 clusters Score -969271.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -969300.625000 Penalty: 4589.543945
	Iteration 25Q: 3 clusters Score -969300.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -969314.750000 Penalty: 4589.543945
	Iteration 26Q: 3 clusters Score -969314.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -969322.125000 Penalty: 4589.543945
	Iteration 27Q: 3 clusters Score -969322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -969324.062500 Penalty: 4589.543945
	Iteration 28Q: 3 clusters Score -969324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -969326.437500 Penalty: 4589.543945
	Iteration 29Q: 3 clusters Score -969326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -969327.625000 Penalty: 4589.543945
	Iteration 30Q: 3 clusters Score -969327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -969328.437500 Penalty: 4589.543945
	Iteration 31Q: 3 clusters Score -969328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -969328.750000 Penalty: 4589.543945
	Iteration 32Q: 3 clusters Score -969328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -969329.937500 Penalty: 4589.543945
	Iteration 33Q: 3 clusters Score -969329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -969331.437500 Penalty: 4589.543945
	Iteration 34Q: 3 clusters Score -969331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -969329.625000 Penalty: 4589.543945
	Iteration 35Q: 3 clusters Score -969329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -969330.875000 Penalty: 4589.543945
	Iteration 36Q: 3 clusters Score -969330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -969330.875000 Penalty: 4589.543945
	Iteration 37F: 3 clusters Score -969330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 128561 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107752 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 122451 members 
Mstep: Class 12 contains 53273 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 128034 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146095 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 110026 members 
Mstep: Class 25 contains 8904 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43285 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 6026 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7697 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9698 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12237 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38449 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2784 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 4592 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 3830 members 
Entering Unmasked Estep 
Score: -150804960.000000 Penalty: 253409.765625
Splitting cluster 10 changes total score from -150804928.000000 to -150804960.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 11 (122451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122451 members 
Entering Unmasked Estep 
Score: -9922656.000000 Penalty: 2905.435791
	Iteration 0F: 2 clusters Score -9922656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -9840786.000000 Penalty: 5810.871582
	Iteration 0F: 3 clusters Score -9840786 nChanged 58450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -9874731.000000 Penalty: 5810.871582
	Iteration 1F: 3 clusters Score -9874731 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -9875760.000000 Penalty: 5810.871582
	Iteration 2Q: 3 clusters Score -9875760 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -9877355.000000 Penalty: 5810.871582
	Iteration 3Q: 3 clusters Score -9877355 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -9879826.000000 Penalty: 5810.871582
	Iteration 4Q: 3 clusters Score -9879826 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -9884385.000000 Penalty: 5810.871582
	Iteration 5F: 3 clusters Score -9884385 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -9891642.000000 Penalty: 5810.871582
	Iteration 6F: 3 clusters Score -9891642 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -9901337.000000 Penalty: 5810.871582
	Iteration 7F: 3 clusters Score -9901337 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -9910887.000000 Penalty: 5810.871582
	Iteration 8F: 3 clusters Score -9910887 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -9916717.000000 Penalty: 5810.871582
	Iteration 9Q: 3 clusters Score -9916717 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -9918977.000000 Penalty: 5810.871582
	Iteration 10Q: 3 clusters Score -9918977 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -9919641.000000 Penalty: 5810.871582
	Iteration 11Q: 3 clusters Score -9919641 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -9919872.000000 Penalty: 5810.871582
	Iteration 12Q: 3 clusters Score -9919872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 122155 members 
Entering Unmasked Estep 
Score: -9919968.000000 Penalty: 5810.871582
	Iteration 13Q: 3 clusters Score -9919968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -9920017.000000 Penalty: 5810.871582
	Iteration 14Q: 3 clusters Score -9920017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -9920040.000000 Penalty: 5810.871582
	Iteration 15Q: 3 clusters Score -9920040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 122185 members 
Entering Unmasked Estep 
Score: -9920064.000000 Penalty: 5810.871582
	Iteration 16Q: 3 clusters Score -9920064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -9920065.000000 Penalty: 5810.871582
	Iteration 17Q: 3 clusters Score -9920065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -9920064.000000 Penalty: 5810.871582
	Iteration 18Q: 3 clusters Score -9920064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -9920063.000000 Penalty: 5810.871582
	Iteration 19Q: 3 clusters Score -9920063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -9920071.000000 Penalty: 5810.871582
	Iteration 20F: 3 clusters Score -9920071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -9920077.000000 Penalty: 5810.871582
	Iteration 21Q: 3 clusters Score -9920077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -9920084.000000 Penalty: 5810.871582
	Iteration 22Q: 3 clusters Score -9920084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -9920084.000000 Penalty: 5810.871582
	Iteration 23Q: 3 clusters Score -9920084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -9920084.000000 Penalty: 5810.871582
	Iteration 24F: 3 clusters Score -9920084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Entering Unmasked Estep 
Score: -4339640.000000 Penalty: 2699.029785
	Iteration 0F: 2 clusters Score -4339640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4303715.500000 Penalty: 5398.059570
	Iteration 0F: 3 clusters Score -4303716 nChanged 24813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -4317922.000000 Penalty: 5398.059570
	Iteration 1F: 3 clusters Score -4317922 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -4318777.000000 Penalty: 5398.059570
	Iteration 2Q: 3 clusters Score -4318777 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4319790.000000 Penalty: 5398.059570
	Iteration 3Q: 3 clusters Score -4319790 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4321005.000000 Penalty: 5398.059570
	Iteration 4Q: 3 clusters Score -4321005 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4322601.000000 Penalty: 5398.059570
	Iteration 5F: 3 clusters Score -4322601 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4324371.500000 Penalty: 5398.059570
	Iteration 6F: 3 clusters Score -4324372 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4326238.000000 Penalty: 5398.059570
	Iteration 7F: 3 clusters Score -4326238 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4328033.500000 Penalty: 5398.059570
	Iteration 8F: 3 clusters Score -4328034 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4329586.000000 Penalty: 5398.059570
	Iteration 9F: 3 clusters Score -4329586 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4330829.500000 Penalty: 5398.059570
	Iteration 10Q: 3 clusters Score -4330830 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4331753.500000 Penalty: 5398.059570
	Iteration 11Q: 3 clusters Score -4331754 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -4332551.500000 Penalty: 5398.059570
	Iteration 12Q: 3 clusters Score -4332552 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -4333199.500000 Penalty: 5398.059570
	Iteration 13Q: 3 clusters Score -4333200 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4333834.000000 Penalty: 5398.059570
	Iteration 14Q: 3 clusters Score -4333834 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -4334383.000000 Penalty: 5398.059570
	Iteration 15Q: 3 clusters Score -4334383 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -4334928.500000 Penalty: 5398.059570
	Iteration 16Q: 3 clusters Score -4334928 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -4335382.500000 Penalty: 5398.059570
	Iteration 17Q: 3 clusters Score -4335382 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -4335774.500000 Penalty: 5398.059570
	Iteration 18Q: 3 clusters Score -4335774 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -4336123.500000 Penalty: 5398.059570
	Iteration 19Q: 3 clusters Score -4336124 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -4336388.500000 Penalty: 5398.059570
	Iteration 20F: 3 clusters Score -4336388 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -4336614.000000 Penalty: 5398.059570
	Iteration 21Q: 3 clusters Score -4336614 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -4336781.000000 Penalty: 5398.059570
	Iteration 22Q: 3 clusters Score -4336781 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -4336947.500000 Penalty: 5398.059570
	Iteration 23Q: 3 clusters Score -4336948 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -4337027.500000 Penalty: 5398.059570
	Iteration 24Q: 3 clusters Score -4337028 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -4337107.000000 Penalty: 5398.059570
	Iteration 25Q: 3 clusters Score -4337107 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -4337204.000000 Penalty: 5398.059570
	Iteration 26Q: 3 clusters Score -4337204 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -4337266.000000 Penalty: 5398.059570
	Iteration 27Q: 3 clusters Score -4337266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -4337307.500000 Penalty: 5398.059570
	Iteration 28Q: 3 clusters Score -4337308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -4337344.000000 Penalty: 5398.059570
	Iteration 29Q: 3 clusters Score -4337344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -4337377.500000 Penalty: 5398.059570
	Iteration 30Q: 3 clusters Score -4337378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -4337411.000000 Penalty: 5398.059570
	Iteration 31Q: 3 clusters Score -4337411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -4337431.500000 Penalty: 5398.059570
	Iteration 32Q: 3 clusters Score -4337432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -4337451.500000 Penalty: 5398.059570
	Iteration 33Q: 3 clusters Score -4337452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -4337464.000000 Penalty: 5398.059570
	Iteration 34Q: 3 clusters Score -4337464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -4337485.000000 Penalty: 5398.059570
	Iteration 35Q: 3 clusters Score -4337485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -4337505.500000 Penalty: 5398.059570
	Iteration 36Q: 3 clusters Score -4337506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -4337516.500000 Penalty: 5398.059570
	Iteration 37Q: 3 clusters Score -4337516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -4337531.500000 Penalty: 5398.059570
	Iteration 38Q: 3 clusters Score -4337532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -4337546.000000 Penalty: 5398.059570
	Iteration 39Q: 3 clusters Score -4337546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -4337562.500000 Penalty: 5398.059570
	Iteration 40F: 3 clusters Score -4337562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -4337582.000000 Penalty: 5398.059570
	Iteration 41Q: 3 clusters Score -4337582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -4337596.500000 Penalty: 5398.059570
	Iteration 42Q: 3 clusters Score -4337596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -4337606.500000 Penalty: 5398.059570
	Iteration 43Q: 3 clusters Score -4337606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -4337602.500000 Penalty: 5398.059570
	Iteration 44Q: 3 clusters Score -4337602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -4337608.500000 Penalty: 5398.059570
	Iteration 45Q: 3 clusters Score -4337608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -4337617.500000 Penalty: 5398.059570
	Iteration 46Q: 3 clusters Score -4337618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -4337621.500000 Penalty: 5398.059570
	Iteration 47Q: 3 clusters Score -4337622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -4337623.000000 Penalty: 5398.059570
	Iteration 48Q: 3 clusters Score -4337623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -4337624.500000 Penalty: 5398.059570
	Iteration 49Q: 3 clusters Score -4337624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -4337620.500000 Penalty: 5398.059570
	Iteration 50Q: 3 clusters Score -4337620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -4337624.500000 Penalty: 5398.059570
	Iteration 51Q: 3 clusters Score -4337624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -4337628.500000 Penalty: 5398.059570
	Iteration 52Q: 3 clusters Score -4337628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -4337630.000000 Penalty: 5398.059570
	Iteration 53Q: 3 clusters Score -4337630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -4337628.500000 Penalty: 5398.059570
	Iteration 54Q: 3 clusters Score -4337628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -4337633.500000 Penalty: 5398.059570
	Iteration 55Q: 3 clusters Score -4337634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -4337630.000000 Penalty: 5398.059570
	Iteration 56Q: 3 clusters Score -4337630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -4337636.000000 Penalty: 5398.059570
	Iteration 57Q: 3 clusters Score -4337636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -4337630.500000 Penalty: 5398.059570
	Iteration 58Q: 3 clusters Score -4337630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -4337637.000000 Penalty: 5398.059570
	Iteration 59Q: 3 clusters Score -4337637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -4337638.000000 Penalty: 5398.059570
	Iteration 60F: 3 clusters Score -4337638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -4337636.500000 Penalty: 5398.059570
	Iteration 61Q: 3 clusters Score -4337636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -4337639.000000 Penalty: 5398.059570
	Iteration 62Q: 3 clusters Score -4337639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -4337640.000000 Penalty: 5398.059570
	Iteration 63Q: 3 clusters Score -4337640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -4337640.000000 Penalty: 5398.059570
	Iteration 64Q: 3 clusters Score -4337640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -4337642.000000 Penalty: 5398.059570
	Iteration 65Q: 3 clusters Score -4337642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -4337645.500000 Penalty: 5398.059570
	Iteration 66Q: 3 clusters Score -4337646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -4337645.000000 Penalty: 5398.059570
	Iteration 67Q: 3 clusters Score -4337645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -4337645.000000 Penalty: 5398.059570
	Iteration 68Q: 3 clusters Score -4337645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -4337645.500000 Penalty: 5398.059570
	Iteration 69Q: 3 clusters Score -4337646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -4337642.000000 Penalty: 5398.059570
	Iteration 70Q: 3 clusters Score -4337642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -4337644.000000 Penalty: 5398.059570
	Iteration 71Q: 3 clusters Score -4337644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -4337647.500000 Penalty: 5398.059570
	Iteration 72Q: 3 clusters Score -4337648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -4337650.000000 Penalty: 5398.059570
	Iteration 73Q: 3 clusters Score -4337650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -4337650.500000 Penalty: 5398.059570
	Iteration 74Q: 3 clusters Score -4337650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -4337650.000000 Penalty: 5398.059570
	Iteration 75Q: 3 clusters Score -4337650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -4337647.500000 Penalty: 5398.059570
	Iteration 76Q: 3 clusters Score -4337648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -4337651.500000 Penalty: 5398.059570
	Iteration 77Q: 3 clusters Score -4337652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -4337651.500000 Penalty: 5398.059570
	Iteration 78F: 3 clusters Score -4337652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -174619.781250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -174619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -171796.640625 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -171796.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -172355.296875 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -172355.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -172529.734375 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -172529.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -172628.859375 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -172628.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -172717.921875 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -172717.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -172796.390625 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -172796.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -172871.781250 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -172871.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -172928.531250 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -172928.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -172985.046875 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -172985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -173045.203125 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -173045.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -173107.312500 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -173107.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173156.671875 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -173156.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -173185.218750 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -173185.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173206.218750 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -173206.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -173236.265625 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -173236.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -173256.484375 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -173256.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -173280.125000 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -173280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173293.781250 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -173293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -173302.796875 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -173302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -173314.234375 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -173314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -173323.140625 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -173323.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -173330.562500 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -173330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -173333.656250 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -173333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -173337.484375 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -173337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -173338.515625 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -173338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -173340.515625 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -173340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -173343.015625 Penalty: 3837.857666
	Iteration 26Q: 3 clusters Score -173343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -173344.343750 Penalty: 3837.857666
	Iteration 27Q: 3 clusters Score -173344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -173344.531250 Penalty: 3837.857666
	Iteration 28Q: 3 clusters Score -173344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -173344.531250 Penalty: 3837.857666
	Iteration 29F: 3 clusters Score -173344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Entering Unmasked Estep 
Score: -1570820.375000 Penalty: 2449.124023
	Iteration 0F: 2 clusters Score -1570820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1557050.375000 Penalty: 4898.248047
	Iteration 0F: 3 clusters Score -1557050 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1561598.625000 Penalty: 4898.248047
	Iteration 1F: 3 clusters Score -1561599 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1562058.250000 Penalty: 4898.248047
	Iteration 2F: 3 clusters Score -1562058 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1562541.750000 Penalty: 4898.248047
	Iteration 3F: 3 clusters Score -1562542 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1563132.125000 Penalty: 4898.248047
	Iteration 4F: 3 clusters Score -1563132 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1563909.375000 Penalty: 4898.248047
	Iteration 5F: 3 clusters Score -1563909 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1564885.750000 Penalty: 4898.248047
	Iteration 6F: 3 clusters Score -1564886 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1566007.875000 Penalty: 4898.248047
	Iteration 7F: 3 clusters Score -1566008 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1567037.125000 Penalty: 4898.248047
	Iteration 8F: 3 clusters Score -1567037 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1567754.000000 Penalty: 4898.248047
	Iteration 9Q: 3 clusters Score -1567754 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1568134.750000 Penalty: 4898.248047
	Iteration 10Q: 3 clusters Score -1568135 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1568333.000000 Penalty: 4898.248047
	Iteration 11Q: 3 clusters Score -1568333 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1568460.625000 Penalty: 4898.248047
	Iteration 12Q: 3 clusters Score -1568461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1568524.625000 Penalty: 4898.248047
	Iteration 13Q: 3 clusters Score -1568525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1568578.125000 Penalty: 4898.248047
	Iteration 14Q: 3 clusters Score -1568578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1568609.375000 Penalty: 4898.248047
	Iteration 15Q: 3 clusters Score -1568609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1568631.000000 Penalty: 4898.248047
	Iteration 16Q: 3 clusters Score -1568631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1568637.750000 Penalty: 4898.248047
	Iteration 17Q: 3 clusters Score -1568638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1568643.625000 Penalty: 4898.248047
	Iteration 18Q: 3 clusters Score -1568644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1568656.000000 Penalty: 4898.248047
	Iteration 19Q: 3 clusters Score -1568656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1568662.250000 Penalty: 4898.248047
	Iteration 20F: 3 clusters Score -1568662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1568673.875000 Penalty: 4898.248047
	Iteration 21Q: 3 clusters Score -1568674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1568681.250000 Penalty: 4898.248047
	Iteration 22Q: 3 clusters Score -1568681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1568693.250000 Penalty: 4898.248047
	Iteration 23Q: 3 clusters Score -1568693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1568698.625000 Penalty: 4898.248047
	Iteration 24Q: 3 clusters Score -1568699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1568706.250000 Penalty: 4898.248047
	Iteration 25Q: 3 clusters Score -1568706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1568713.000000 Penalty: 4898.248047
	Iteration 26Q: 3 clusters Score -1568713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1568715.625000 Penalty: 4898.248047
	Iteration 27Q: 3 clusters Score -1568716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1568719.500000 Penalty: 4898.248047
	Iteration 28Q: 3 clusters Score -1568720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1568720.000000 Penalty: 4898.248047
	Iteration 29Q: 3 clusters Score -1568720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -1568723.000000 Penalty: 4898.248047
	Iteration 30Q: 3 clusters Score -1568723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -1568725.875000 Penalty: 4898.248047
	Iteration 31Q: 3 clusters Score -1568726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1568727.875000 Penalty: 4898.248047
	Iteration 32Q: 3 clusters Score -1568728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -1568727.375000 Penalty: 4898.248047
	Iteration 33Q: 3 clusters Score -1568727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -1568727.375000 Penalty: 4898.248047
	Iteration 34F: 3 clusters Score -1568727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Entering Unmasked Estep 
Score: -1505492.250000 Penalty: 2444.477295
	Iteration 0F: 2 clusters Score -1505492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1492015.750000 Penalty: 4888.954590
	Iteration 0F: 3 clusters Score -1492016 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1496614.250000 Penalty: 4888.954590
	Iteration 1F: 3 clusters Score -1496614 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1497034.375000 Penalty: 4888.954590
	Iteration 2F: 3 clusters Score -1497034 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1497409.625000 Penalty: 4888.954590
	Iteration 3Q: 3 clusters Score -1497410 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1497854.875000 Penalty: 4888.954590
	Iteration 4Q: 3 clusters Score -1497855 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1498411.375000 Penalty: 4888.954590
	Iteration 5F: 3 clusters Score -1498411 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1499048.000000 Penalty: 4888.954590
	Iteration 6F: 3 clusters Score -1499048 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1499774.125000 Penalty: 4888.954590
	Iteration 7F: 3 clusters Score -1499774 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1500519.000000 Penalty: 4888.954590
	Iteration 8F: 3 clusters Score -1500519 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1501231.625000 Penalty: 4888.954590
	Iteration 9F: 3 clusters Score -1501232 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1501839.625000 Penalty: 4888.954590
	Iteration 10Q: 3 clusters Score -1501840 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1502274.375000 Penalty: 4888.954590
	Iteration 11Q: 3 clusters Score -1502274 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1502549.500000 Penalty: 4888.954590
	Iteration 12Q: 3 clusters Score -1502550 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1502768.750000 Penalty: 4888.954590
	Iteration 13Q: 3 clusters Score -1502769 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1502941.375000 Penalty: 4888.954590
	Iteration 14Q: 3 clusters Score -1502941 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1503066.125000 Penalty: 4888.954590
	Iteration 15Q: 3 clusters Score -1503066 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1503171.500000 Penalty: 4888.954590
	Iteration 16Q: 3 clusters Score -1503172 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1503268.625000 Penalty: 4888.954590
	Iteration 17Q: 3 clusters Score -1503269 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1503366.625000 Penalty: 4888.954590
	Iteration 18Q: 3 clusters Score -1503367 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1503486.750000 Penalty: 4888.954590
	Iteration 19Q: 3 clusters Score -1503487 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1503615.750000 Penalty: 4888.954590
	Iteration 20F: 3 clusters Score -1503616 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1503771.875000 Penalty: 4888.954590
	Iteration 21Q: 3 clusters Score -1503772 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1503939.125000 Penalty: 4888.954590
	Iteration 22Q: 3 clusters Score -1503939 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1504112.125000 Penalty: 4888.954590
	Iteration 23Q: 3 clusters Score -1504112 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1504299.875000 Penalty: 4888.954590
	Iteration 24Q: 3 clusters Score -1504300 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1504459.625000 Penalty: 4888.954590
	Iteration 25Q: 3 clusters Score -1504460 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1504589.750000 Penalty: 4888.954590
	Iteration 26Q: 3 clusters Score -1504590 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1504668.250000 Penalty: 4888.954590
	Iteration 27Q: 3 clusters Score -1504668 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1504717.500000 Penalty: 4888.954590
	Iteration 28Q: 3 clusters Score -1504718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1504749.125000 Penalty: 4888.954590
	Iteration 29Q: 3 clusters Score -1504749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1504765.500000 Penalty: 4888.954590
	Iteration 30Q: 3 clusters Score -1504766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1504778.625000 Penalty: 4888.954590
	Iteration 31Q: 3 clusters Score -1504779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1504786.125000 Penalty: 4888.954590
	Iteration 32Q: 3 clusters Score -1504786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1504798.875000 Penalty: 4888.954590
	Iteration 33Q: 3 clusters Score -1504799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1504810.250000 Penalty: 4888.954590
	Iteration 34Q: 3 clusters Score -1504810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1504819.625000 Penalty: 4888.954590
	Iteration 35Q: 3 clusters Score -1504820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1504829.125000 Penalty: 4888.954590
	Iteration 36Q: 3 clusters Score -1504829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1504828.500000 Penalty: 4888.954590
	Iteration 37Q: 3 clusters Score -1504828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1504829.375000 Penalty: 4888.954590
	Iteration 38Q: 3 clusters Score -1504829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1504829.500000 Penalty: 4888.954590
	Iteration 39Q: 3 clusters Score -1504830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1504830.750000 Penalty: 4888.954590
	Iteration 40F: 3 clusters Score -1504831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1504831.750000 Penalty: 4888.954590
	Iteration 41Q: 3 clusters Score -1504832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1504835.250000 Penalty: 4888.954590
	Iteration 42Q: 3 clusters Score -1504835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1504833.750000 Penalty: 4888.954590
	Iteration 43Q: 3 clusters Score -1504834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1504838.250000 Penalty: 4888.954590
	Iteration 44Q: 3 clusters Score -1504838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1504838.125000 Penalty: 4888.954590
	Iteration 45Q: 3 clusters Score -1504838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1504843.500000 Penalty: 4888.954590
	Iteration 46Q: 3 clusters Score -1504844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1504843.000000 Penalty: 4888.954590
	Iteration 47Q: 3 clusters Score -1504843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1504851.625000 Penalty: 4888.954590
	Iteration 48Q: 3 clusters Score -1504852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1504853.000000 Penalty: 4888.954590
	Iteration 49Q: 3 clusters Score -1504853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1504855.750000 Penalty: 4888.954590
	Iteration 50Q: 3 clusters Score -1504856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1504856.375000 Penalty: 4888.954590
	Iteration 51Q: 3 clusters Score -1504856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1504860.875000 Penalty: 4888.954590
	Iteration 52Q: 3 clusters Score -1504861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1504859.375000 Penalty: 4888.954590
	Iteration 53Q: 3 clusters Score -1504859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1504859.000000 Penalty: 4888.954590
	Iteration 54Q: 3 clusters Score -1504859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1504859.625000 Penalty: 4888.954590
	Iteration 55Q: 3 clusters Score -1504860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1504858.250000 Penalty: 4888.954590
	Iteration 56Q: 3 clusters Score -1504858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1504859.125000 Penalty: 4888.954590
	Iteration 57Q: 3 clusters Score -1504859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1504859.500000 Penalty: 4888.954590
	Iteration 58Q: 3 clusters Score -1504860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1504861.000000 Penalty: 4888.954590
	Iteration 59Q: 3 clusters Score -1504861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1504859.750000 Penalty: 4888.954590
	Iteration 60F: 3 clusters Score -1504860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1504861.250000 Penalty: 4888.954590
	Iteration 61Q: 3 clusters Score -1504861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1504860.250000 Penalty: 4888.954590
	Iteration 62Q: 3 clusters Score -1504860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1504860.250000 Penalty: 4888.954590
	Iteration 63F: 3 clusters Score -1504860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Entering Unmasked Estep 
Score: -2651234.750000 Penalty: 2584.703613
	Iteration 0F: 2 clusters Score -2651235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2628443.000000 Penalty: 5169.407227
	Iteration 0F: 3 clusters Score -2628443 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2636651.500000 Penalty: 5169.407227
	Iteration 1F: 3 clusters Score -2636652 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2637268.250000 Penalty: 5169.407227
	Iteration 2Q: 3 clusters Score -2637268 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2637942.000000 Penalty: 5169.407227
	Iteration 3Q: 3 clusters Score -2637942 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2638621.750000 Penalty: 5169.407227
	Iteration 4Q: 3 clusters Score -2638622 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2639313.250000 Penalty: 5169.407227
	Iteration 5Q: 3 clusters Score -2639313 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2639941.250000 Penalty: 5169.407227
	Iteration 6Q: 3 clusters Score -2639941 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2640501.000000 Penalty: 5169.407227
	Iteration 7Q: 3 clusters Score -2640501 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2640995.250000 Penalty: 5169.407227
	Iteration 8Q: 3 clusters Score -2640995 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2641458.250000 Penalty: 5169.407227
	Iteration 9Q: 3 clusters Score -2641458 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2641873.750000 Penalty: 5169.407227
	Iteration 10Q: 3 clusters Score -2641874 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2642271.750000 Penalty: 5169.407227
	Iteration 11Q: 3 clusters Score -2642272 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2642648.250000 Penalty: 5169.407227
	Iteration 12Q: 3 clusters Score -2642648 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2643045.500000 Penalty: 5169.407227
	Iteration 13Q: 3 clusters Score -2643046 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2643535.250000 Penalty: 5169.407227
	Iteration 14Q: 3 clusters Score -2643535 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2644131.750000 Penalty: 5169.407227
	Iteration 15Q: 3 clusters Score -2644132 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2644791.500000 Penalty: 5169.407227
	Iteration 16Q: 3 clusters Score -2644792 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2645392.000000 Penalty: 5169.407227
	Iteration 17Q: 3 clusters Score -2645392 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2645976.500000 Penalty: 5169.407227
	Iteration 18Q: 3 clusters Score -2645976 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2646508.750000 Penalty: 5169.407227
	Iteration 19Q: 3 clusters Score -2646509 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2646967.750000 Penalty: 5169.407227
	Iteration 20F: 3 clusters Score -2646968 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2647351.500000 Penalty: 5169.407227
	Iteration 21Q: 3 clusters Score -2647352 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2647658.500000 Penalty: 5169.407227
	Iteration 22Q: 3 clusters Score -2647658 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2647937.250000 Penalty: 5169.407227
	Iteration 23Q: 3 clusters Score -2647937 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2648172.750000 Penalty: 5169.407227
	Iteration 24Q: 3 clusters Score -2648173 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2648351.000000 Penalty: 5169.407227
	Iteration 25Q: 3 clusters Score -2648351 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -2648484.500000 Penalty: 5169.407227
	Iteration 26Q: 3 clusters Score -2648484 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2648591.750000 Penalty: 5169.407227
	Iteration 27Q: 3 clusters Score -2648592 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2648678.250000 Penalty: 5169.407227
	Iteration 28Q: 3 clusters Score -2648678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -2648745.000000 Penalty: 5169.407227
	Iteration 29Q: 3 clusters Score -2648745 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2648787.250000 Penalty: 5169.407227
	Iteration 30Q: 3 clusters Score -2648787 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2648844.750000 Penalty: 5169.407227
	Iteration 31Q: 3 clusters Score -2648845 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2648871.250000 Penalty: 5169.407227
	Iteration 32Q: 3 clusters Score -2648871 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2648897.500000 Penalty: 5169.407227
	Iteration 33Q: 3 clusters Score -2648898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2648929.000000 Penalty: 5169.407227
	Iteration 34Q: 3 clusters Score -2648929 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -2648945.250000 Penalty: 5169.407227
	Iteration 35Q: 3 clusters Score -2648945 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -2648966.500000 Penalty: 5169.407227
	Iteration 36Q: 3 clusters Score -2648966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -2648980.250000 Penalty: 5169.407227
	Iteration 37Q: 3 clusters Score -2648980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2649000.000000 Penalty: 5169.407227
	Iteration 38Q: 3 clusters Score -2649000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2649005.500000 Penalty: 5169.407227
	Iteration 39Q: 3 clusters Score -2649006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -2649003.750000 Penalty: 5169.407227
	Iteration 40F: 3 clusters Score -2649004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -2649015.750000 Penalty: 5169.407227
	Iteration 41Q: 3 clusters Score -2649016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -2649019.750000 Penalty: 5169.407227
	Iteration 42Q: 3 clusters Score -2649020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2649020.250000 Penalty: 5169.407227
	Iteration 43Q: 3 clusters Score -2649020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -2649029.250000 Penalty: 5169.407227
	Iteration 44Q: 3 clusters Score -2649029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -2649029.250000 Penalty: 5169.407227
	Iteration 45Q: 3 clusters Score -2649029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -2649033.750000 Penalty: 5169.407227
	Iteration 46Q: 3 clusters Score -2649034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2649028.500000 Penalty: 5169.407227
	Iteration 47Q: 3 clusters Score -2649028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -2649027.000000 Penalty: 5169.407227
	Iteration 48Q: 3 clusters Score -2649027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2649031.250000 Penalty: 5169.407227
	Iteration 49Q: 3 clusters Score -2649031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -2649038.750000 Penalty: 5169.407227
	Iteration 50Q: 3 clusters Score -2649039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -2649038.750000 Penalty: 5169.407227
	Iteration 51Q: 3 clusters Score -2649039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -2649043.000000 Penalty: 5169.407227
	Iteration 52Q: 3 clusters Score -2649043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -2649042.250000 Penalty: 5169.407227
	Iteration 53Q: 3 clusters Score -2649042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -2649039.000000 Penalty: 5169.407227
	Iteration 54Q: 3 clusters Score -2649039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -2649041.750000 Penalty: 5169.407227
	Iteration 55Q: 3 clusters Score -2649042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -2649044.750000 Penalty: 5169.407227
	Iteration 56Q: 3 clusters Score -2649045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2649044.500000 Penalty: 5169.407227
	Iteration 57Q: 3 clusters Score -2649044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2649044.500000 Penalty: 5169.407227
	Iteration 58F: 3 clusters Score -2649044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (128034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128034 members 
Entering Unmasked Estep 
Score: -10314409.000000 Penalty: 2916.492676
	Iteration 0F: 2 clusters Score -1.031441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -10228687.000000 Penalty: 5832.985352
	Iteration 0F: 3 clusters Score -1.022869e+07 nChanged 60919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -10263668.000000 Penalty: 5832.985352
	Iteration 1F: 3 clusters Score -1.026367e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -10264701.000000 Penalty: 5832.985352
	Iteration 2Q: 3 clusters Score -1.02647e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -10265884.000000 Penalty: 5832.985352
	Iteration 3Q: 3 clusters Score -1.026588e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -10267382.000000 Penalty: 5832.985352
	Iteration 4Q: 3 clusters Score -1.026738e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -10269672.000000 Penalty: 5832.985352
	Iteration 5Q: 3 clusters Score -1.026967e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -10273202.000000 Penalty: 5832.985352
	Iteration 6F: 3 clusters Score -1.02732e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -10278617.000000 Penalty: 5832.985352
	Iteration 7F: 3 clusters Score -1.027862e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -10286089.000000 Penalty: 5832.985352
	Iteration 8F: 3 clusters Score -1.028609e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -10294689.000000 Penalty: 5832.985352
	Iteration 9F: 3 clusters Score -1.029469e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 116967 members 
Entering Unmasked Estep 
Score: -10302547.000000 Penalty: 5832.985352
	Iteration 10F: 3 clusters Score -1.030255e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -10307802.000000 Penalty: 5832.985352
	Iteration 11Q: 3 clusters Score -1.03078e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -10310375.000000 Penalty: 5832.985352
	Iteration 12Q: 3 clusters Score -1.031038e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -10311597.000000 Penalty: 5832.985352
	Iteration 13Q: 3 clusters Score -1.03116e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 126624 members 
Entering Unmasked Estep 
Score: -10312157.000000 Penalty: 5832.985352
	Iteration 14Q: 3 clusters Score -1.031216e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -10312398.000000 Penalty: 5832.985352
	Iteration 15Q: 3 clusters Score -1.03124e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -10312521.000000 Penalty: 5832.985352
	Iteration 16Q: 3 clusters Score -1.031252e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 126826 members 
Entering Unmasked Estep 
Score: -10312561.000000 Penalty: 5832.985352
	Iteration 17Q: 3 clusters Score -1.031256e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -10312612.000000 Penalty: 5832.985352
	Iteration 18Q: 3 clusters Score -1.031261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -10312644.000000 Penalty: 5832.985352
	Iteration 19Q: 3 clusters Score -1.031264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -10312648.000000 Penalty: 5832.985352
	Iteration 20F: 3 clusters Score -1.031265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -10312659.000000 Penalty: 5832.985352
	Iteration 21Q: 3 clusters Score -1.031266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 126905 members 
Entering Unmasked Estep 
Score: -10312668.000000 Penalty: 5832.985352
	Iteration 22Q: 3 clusters Score -1.031267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -10312674.000000 Penalty: 5832.985352
	Iteration 23Q: 3 clusters Score -1.031267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -10312666.000000 Penalty: 5832.985352
	Iteration 24Q: 3 clusters Score -1.031267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -10312666.000000 Penalty: 5832.985352
	Iteration 25Q: 3 clusters Score -1.031267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 126912 members 
Entering Unmasked Estep 
Score: -10312673.000000 Penalty: 5832.985352
	Iteration 26Q: 3 clusters Score -1.031267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 126915 members 
Entering Unmasked Estep 
Score: -10312680.000000 Penalty: 5832.985352
	Iteration 27Q: 3 clusters Score -1.031268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -10312671.000000 Penalty: 5832.985352
	Iteration 28Q: 3 clusters Score -1.031267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 126918 members 
Entering Unmasked Estep 
Score: -10312680.000000 Penalty: 5832.985352
	Iteration 29Q: 3 clusters Score -1.031268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -10312677.000000 Penalty: 5832.985352
	Iteration 30Q: 3 clusters Score -1.031268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 126917 members 
Entering Unmasked Estep 
Score: -10312677.000000 Penalty: 5832.985352
	Iteration 31F: 3 clusters Score -1.031268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Entering Unmasked Estep 
Score: -323055.031250 Penalty: 2062.866455
	Iteration 0F: 2 clusters Score -323055 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 2042 members 
Entering Unmasked Estep 
Score: -319172.375000 Penalty: 4125.732910
	Iteration 0F: 3 clusters Score -319172.4 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -320043.968750 Penalty: 4125.732910
	Iteration 1F: 3 clusters Score -320044 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -320254.500000 Penalty: 4125.732910
	Iteration 2F: 3 clusters Score -320254.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -320352.156250 Penalty: 4125.732910
	Iteration 3Q: 3 clusters Score -320352.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -320413.406250 Penalty: 4125.732910
	Iteration 4Q: 3 clusters Score -320413.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -320465.125000 Penalty: 4125.732910
	Iteration 5Q: 3 clusters Score -320465.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -320516.250000 Penalty: 4125.732910
	Iteration 6Q: 3 clusters Score -320516.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -320560.906250 Penalty: 4125.732910
	Iteration 7Q: 3 clusters Score -320560.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -320601.687500 Penalty: 4125.732910
	Iteration 8Q: 3 clusters Score -320601.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -320632.000000 Penalty: 4125.732910
	Iteration 9Q: 3 clusters Score -320632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -320658.500000 Penalty: 4125.732910
	Iteration 10Q: 3 clusters Score -320658.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -320688.937500 Penalty: 4125.732910
	Iteration 11Q: 3 clusters Score -320688.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -320732.875000 Penalty: 4125.732910
	Iteration 12Q: 3 clusters Score -320732.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -320772.312500 Penalty: 4125.732910
	Iteration 13Q: 3 clusters Score -320772.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -320802.843750 Penalty: 4125.732910
	Iteration 14Q: 3 clusters Score -320802.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -320830.343750 Penalty: 4125.732910
	Iteration 15Q: 3 clusters Score -320830.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -320866.562500 Penalty: 4125.732910
	Iteration 16Q: 3 clusters Score -320866.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -320896.562500 Penalty: 4125.732910
	Iteration 17Q: 3 clusters Score -320896.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -320923.343750 Penalty: 4125.732910
	Iteration 18Q: 3 clusters Score -320923.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -320946.500000 Penalty: 4125.732910
	Iteration 19Q: 3 clusters Score -320946.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -320964.843750 Penalty: 4125.732910
	Iteration 20F: 3 clusters Score -320964.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -320981.593750 Penalty: 4125.732910
	Iteration 21Q: 3 clusters Score -320981.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -321002.750000 Penalty: 4125.732910
	Iteration 22Q: 3 clusters Score -321002.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -321028.718750 Penalty: 4125.732910
	Iteration 23Q: 3 clusters Score -321028.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -321048.437500 Penalty: 4125.732910
	Iteration 24Q: 3 clusters Score -321048.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -321063.562500 Penalty: 4125.732910
	Iteration 25Q: 3 clusters Score -321063.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -321086.406250 Penalty: 4125.732910
	Iteration 26Q: 3 clusters Score -321086.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -321106.781250 Penalty: 4125.732910
	Iteration 27Q: 3 clusters Score -321106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -321131.343750 Penalty: 4125.732910
	Iteration 28Q: 3 clusters Score -321131.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321157.625000 Penalty: 4125.732910
	Iteration 29Q: 3 clusters Score -321157.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -321178.843750 Penalty: 4125.732910
	Iteration 30Q: 3 clusters Score -321178.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -321199.312500 Penalty: 4125.732910
	Iteration 31Q: 3 clusters Score -321199.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321215.250000 Penalty: 4125.732910
	Iteration 32Q: 3 clusters Score -321215.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -321228.593750 Penalty: 4125.732910
	Iteration 33Q: 3 clusters Score -321228.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -321240.687500 Penalty: 4125.732910
	Iteration 34Q: 3 clusters Score -321240.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -321250.500000 Penalty: 4125.732910
	Iteration 35Q: 3 clusters Score -321250.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -321261.625000 Penalty: 4125.732910
	Iteration 36Q: 3 clusters Score -321261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321269.468750 Penalty: 4125.732910
	Iteration 37Q: 3 clusters Score -321269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -321278.218750 Penalty: 4125.732910
	Iteration 38Q: 3 clusters Score -321278.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -321289.218750 Penalty: 4125.732910
	Iteration 39Q: 3 clusters Score -321289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -321303.593750 Penalty: 4125.732910
	Iteration 40F: 3 clusters Score -321303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -321314.312500 Penalty: 4125.732910
	Iteration 41Q: 3 clusters Score -321314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -321326.125000 Penalty: 4125.732910
	Iteration 42Q: 3 clusters Score -321326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -321337.562500 Penalty: 4125.732910
	Iteration 43Q: 3 clusters Score -321337.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -321347.500000 Penalty: 4125.732910
	Iteration 44Q: 3 clusters Score -321347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -321354.500000 Penalty: 4125.732910
	Iteration 45Q: 3 clusters Score -321354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -321358.531250 Penalty: 4125.732910
	Iteration 46Q: 3 clusters Score -321358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -321359.562500 Penalty: 4125.732910
	Iteration 47Q: 3 clusters Score -321359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -321362.843750 Penalty: 4125.732910
	Iteration 48Q: 3 clusters Score -321362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -321363.031250 Penalty: 4125.732910
	Iteration 49Q: 3 clusters Score -321363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -321363.906250 Penalty: 4125.732910
	Iteration 50Q: 3 clusters Score -321363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -321364.218750 Penalty: 4125.732910
	Iteration 51Q: 3 clusters Score -321364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -321364.218750 Penalty: 4125.732910
	Iteration 52F: 3 clusters Score -321364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -364309.093750 Penalty: 2129.228516
	Iteration 0F: 2 clusters Score -364309.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -359482.656250 Penalty: 4258.457031
	Iteration 0F: 3 clusters Score -359482.7 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -360710.250000 Penalty: 4258.457031
	Iteration 1F: 3 clusters Score -360710.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -360995.781250 Penalty: 4258.457031
	Iteration 2F: 3 clusters Score -360995.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -361162.875000 Penalty: 4258.457031
	Iteration 3F: 3 clusters Score -361162.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -361298.125000 Penalty: 4258.457031
	Iteration 4Q: 3 clusters Score -361298.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -361404.968750 Penalty: 4258.457031
	Iteration 5Q: 3 clusters Score -361405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -361504.562500 Penalty: 4258.457031
	Iteration 6Q: 3 clusters Score -361504.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -361606.125000 Penalty: 4258.457031
	Iteration 7Q: 3 clusters Score -361606.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -361725.093750 Penalty: 4258.457031
	Iteration 8Q: 3 clusters Score -361725.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -361855.156250 Penalty: 4258.457031
	Iteration 9Q: 3 clusters Score -361855.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -361983.437500 Penalty: 4258.457031
	Iteration 10Q: 3 clusters Score -361983.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -362091.500000 Penalty: 4258.457031
	Iteration 11Q: 3 clusters Score -362091.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -362167.031250 Penalty: 4258.457031
	Iteration 12Q: 3 clusters Score -362167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -362240.468750 Penalty: 4258.457031
	Iteration 13Q: 3 clusters Score -362240.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -362308.718750 Penalty: 4258.457031
	Iteration 14Q: 3 clusters Score -362308.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -362369.250000 Penalty: 4258.457031
	Iteration 15Q: 3 clusters Score -362369.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -362418.656250 Penalty: 4258.457031
	Iteration 16Q: 3 clusters Score -362418.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -362470.125000 Penalty: 4258.457031
	Iteration 17Q: 3 clusters Score -362470.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -362521.875000 Penalty: 4258.457031
	Iteration 18Q: 3 clusters Score -362521.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -362557.218750 Penalty: 4258.457031
	Iteration 19Q: 3 clusters Score -362557.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -362591.593750 Penalty: 4258.457031
	Iteration 20F: 3 clusters Score -362591.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -362620.843750 Penalty: 4258.457031
	Iteration 21Q: 3 clusters Score -362620.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -362643.375000 Penalty: 4258.457031
	Iteration 22Q: 3 clusters Score -362643.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -362663.000000 Penalty: 4258.457031
	Iteration 23Q: 3 clusters Score -362663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -362671.218750 Penalty: 4258.457031
	Iteration 24Q: 3 clusters Score -362671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -362679.937500 Penalty: 4258.457031
	Iteration 25Q: 3 clusters Score -362679.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -362687.187500 Penalty: 4258.457031
	Iteration 26Q: 3 clusters Score -362687.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -362696.875000 Penalty: 4258.457031
	Iteration 27Q: 3 clusters Score -362696.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -362702.718750 Penalty: 4258.457031
	Iteration 28Q: 3 clusters Score -362702.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -362706.875000 Penalty: 4258.457031
	Iteration 29Q: 3 clusters Score -362706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -362708.968750 Penalty: 4258.457031
	Iteration 30Q: 3 clusters Score -362709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -362712.562500 Penalty: 4258.457031
	Iteration 31Q: 3 clusters Score -362712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -362715.968750 Penalty: 4258.457031
	Iteration 32Q: 3 clusters Score -362716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -362718.375000 Penalty: 4258.457031
	Iteration 33Q: 3 clusters Score -362718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -362720.625000 Penalty: 4258.457031
	Iteration 34Q: 3 clusters Score -362720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -362722.843750 Penalty: 4258.457031
	Iteration 35Q: 3 clusters Score -362722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -362723.531250 Penalty: 4258.457031
	Iteration 36Q: 3 clusters Score -362723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -362724.218750 Penalty: 4258.457031
	Iteration 37Q: 3 clusters Score -362724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -362724.187500 Penalty: 4258.457031
	Iteration 38Q: 3 clusters Score -362724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -362724.656250 Penalty: 4258.457031
	Iteration 39Q: 3 clusters Score -362724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -362724.656250 Penalty: 4258.457031
	Iteration 40F: 3 clusters Score -362724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -213345.406250 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -213345.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -210170.015625 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -210170 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -210790.046875 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -210790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -210929.015625 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -210929 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -211008.203125 Penalty: 3953.315918
	Iteration 3Q: 3 clusters Score -211008.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -211066.062500 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -211066.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -211116.453125 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -211116.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -211158.546875 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -211158.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -211193.015625 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -211193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -211223.062500 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -211223.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -211251.375000 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -211251.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -211278.515625 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -211278.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -211301.359375 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -211301.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -211319.359375 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -211319.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -211340.500000 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -211340.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -211356.859375 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -211356.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -211368.546875 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -211368.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -211377.343750 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -211377.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -211385.875000 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -211385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -211395.578125 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -211395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -211399.625000 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -211399.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -211404.281250 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -211404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -211406.828125 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -211406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -211409.031250 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -211409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -211411.765625 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -211411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -211415.640625 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -211415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -211418.718750 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -211418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -211420.828125 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -211420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -211425.156250 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -211425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -211428.687500 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -211428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -211429.484375 Penalty: 3953.315918
	Iteration 29Q: 3 clusters Score -211429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -211429.484375 Penalty: 3953.315918
	Iteration 30F: 3 clusters Score -211429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146095 members 
Entering Unmasked Estep 
Score: -14308502.000000 Penalty: 2949.219238
	Iteration 0F: 2 clusters Score -1.43085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 73367 members 
Entering Unmasked Estep 
Score: -14220023.000000 Penalty: 5898.438477
	Iteration 0F: 3 clusters Score -1.422002e+07 nChanged 69870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -14260562.000000 Penalty: 5898.438477
	Iteration 1F: 3 clusters Score -1.426056e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 82171 members 
Entering Unmasked Estep 
Score: -14262393.000000 Penalty: 5898.438477
	Iteration 2Q: 3 clusters Score -1.426239e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -14265272.000000 Penalty: 5898.438477
	Iteration 3Q: 3 clusters Score -1.426527e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -14270032.000000 Penalty: 5898.438477
	Iteration 4F: 3 clusters Score -1.427003e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 105225 members 
Entering Unmasked Estep 
Score: -14277621.000000 Penalty: 5898.438477
	Iteration 5F: 3 clusters Score -1.427762e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 116873 members 
Entering Unmasked Estep 
Score: -14287566.000000 Penalty: 5898.438477
	Iteration 6F: 3 clusters Score -1.428757e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -14296877.000000 Penalty: 5898.438477
	Iteration 7F: 3 clusters Score -1.429688e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -14302140.000000 Penalty: 5898.438477
	Iteration 8F: 3 clusters Score -1.430214e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 141404 members 
Entering Unmasked Estep 
Score: -14304398.000000 Penalty: 5898.438477
	Iteration 9Q: 3 clusters Score -1.43044e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 144010 members 
Entering Unmasked Estep 
Score: -14305331.000000 Penalty: 5898.438477
	Iteration 10Q: 3 clusters Score -1.430533e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 145062 members 
Entering Unmasked Estep 
Score: -14305615.000000 Penalty: 5898.438477
	Iteration 11Q: 3 clusters Score -1.430562e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -14305803.000000 Penalty: 5898.438477
	Iteration 12Q: 3 clusters Score -1.43058e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -14305933.000000 Penalty: 5898.438477
	Iteration 13Q: 3 clusters Score -1.430593e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -14305989.000000 Penalty: 5898.438477
	Iteration 14Q: 3 clusters Score -1.430599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -14305986.000000 Penalty: 5898.438477
	Iteration 15Q: 3 clusters Score -1.430599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -14306025.000000 Penalty: 5898.438477
	Iteration 16Q: 3 clusters Score -1.430602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 145760 members 
Entering Unmasked Estep 
Score: -14306059.000000 Penalty: 5898.438477
	Iteration 17Q: 3 clusters Score -1.430606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 145764 members 
Entering Unmasked Estep 
Score: -14306066.000000 Penalty: 5898.438477
	Iteration 18Q: 3 clusters Score -1.430607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 145765 members 
Entering Unmasked Estep 
Score: -14306065.000000 Penalty: 5898.438477
	Iteration 19Q: 3 clusters Score -1.430606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145772 members 
Entering Unmasked Estep 
Score: -14306079.000000 Penalty: 5898.438477
	Iteration 20F: 3 clusters Score -1.430608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145772 members 
Entering Unmasked Estep 
Score: -14306086.000000 Penalty: 5898.438477
	Iteration 21Q: 3 clusters Score -1.430609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145772 members 
Entering Unmasked Estep 
Score: -14306089.000000 Penalty: 5898.438477
	Iteration 22Q: 3 clusters Score -1.430609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 145774 members 
Entering Unmasked Estep 
Score: -14306081.000000 Penalty: 5898.438477
	Iteration 23Q: 3 clusters Score -1.430608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -14306075.000000 Penalty: 5898.438477
	Iteration 24Q: 3 clusters Score -1.430608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -14306072.000000 Penalty: 5898.438477
	Iteration 25Q: 3 clusters Score -1.430607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -14306078.000000 Penalty: 5898.438477
	Iteration 26Q: 3 clusters Score -1.430608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 145782 members 
Entering Unmasked Estep 
Score: -14306074.000000 Penalty: 5898.438477
	Iteration 27Q: 3 clusters Score -1.430607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 145782 members 
Entering Unmasked Estep 
Score: -14306072.000000 Penalty: 5898.438477
	Iteration 28Q: 3 clusters Score -1.430607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 145783 members 
Entering Unmasked Estep 
Score: -14306070.000000 Penalty: 5898.438477
	Iteration 29Q: 3 clusters Score -1.430607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -14306069.000000 Penalty: 5898.438477
	Iteration 30Q: 3 clusters Score -1.430607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 145784 members 
Entering Unmasked Estep 
Score: -14306069.000000 Penalty: 5898.438477
	Iteration 31F: 3 clusters Score -1.430607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Entering Unmasked Estep 
Score: -1572009.750000 Penalty: 2471.787354
	Iteration 0F: 2 clusters Score -1572010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1556980.875000 Penalty: 4943.574707
	Iteration 0F: 3 clusters Score -1556981 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1562185.750000 Penalty: 4943.574707
	Iteration 1F: 3 clusters Score -1562186 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1562566.875000 Penalty: 4943.574707
	Iteration 2F: 3 clusters Score -1562567 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1562886.250000 Penalty: 4943.574707
	Iteration 3Q: 3 clusters Score -1562886 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1563173.625000 Penalty: 4943.574707
	Iteration 4Q: 3 clusters Score -1563174 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1563402.875000 Penalty: 4943.574707
	Iteration 5Q: 3 clusters Score -1563403 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1563675.875000 Penalty: 4943.574707
	Iteration 6Q: 3 clusters Score -1563676 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1563927.750000 Penalty: 4943.574707
	Iteration 7Q: 3 clusters Score -1563928 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1564188.125000 Penalty: 4943.574707
	Iteration 8Q: 3 clusters Score -1564188 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1564446.750000 Penalty: 4943.574707
	Iteration 9Q: 3 clusters Score -1564447 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1564746.625000 Penalty: 4943.574707
	Iteration 10Q: 3 clusters Score -1564747 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1565078.125000 Penalty: 4943.574707
	Iteration 11Q: 3 clusters Score -1565078 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1565483.375000 Penalty: 4943.574707
	Iteration 12Q: 3 clusters Score -1565483 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1565949.375000 Penalty: 4943.574707
	Iteration 13Q: 3 clusters Score -1565949 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1566415.250000 Penalty: 4943.574707
	Iteration 14Q: 3 clusters Score -1566415 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1566860.000000 Penalty: 4943.574707
	Iteration 15Q: 3 clusters Score -1566860 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1567180.125000 Penalty: 4943.574707
	Iteration 16Q: 3 clusters Score -1567180 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1567432.500000 Penalty: 4943.574707
	Iteration 17Q: 3 clusters Score -1567432 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1567661.125000 Penalty: 4943.574707
	Iteration 18Q: 3 clusters Score -1567661 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1567842.500000 Penalty: 4943.574707
	Iteration 19Q: 3 clusters Score -1567842 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1567978.250000 Penalty: 4943.574707
	Iteration 20F: 3 clusters Score -1567978 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1568120.250000 Penalty: 4943.574707
	Iteration 21Q: 3 clusters Score -1568120 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1568262.125000 Penalty: 4943.574707
	Iteration 22Q: 3 clusters Score -1568262 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1568378.125000 Penalty: 4943.574707
	Iteration 23Q: 3 clusters Score -1568378 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1568475.625000 Penalty: 4943.574707
	Iteration 24Q: 3 clusters Score -1568476 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1568585.125000 Penalty: 4943.574707
	Iteration 25Q: 3 clusters Score -1568585 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1568693.625000 Penalty: 4943.574707
	Iteration 26Q: 3 clusters Score -1568694 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1568808.375000 Penalty: 4943.574707
	Iteration 27Q: 3 clusters Score -1568808 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1568922.625000 Penalty: 4943.574707
	Iteration 28Q: 3 clusters Score -1568923 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1569013.625000 Penalty: 4943.574707
	Iteration 29Q: 3 clusters Score -1569014 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1569095.375000 Penalty: 4943.574707
	Iteration 30Q: 3 clusters Score -1569095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1569165.875000 Penalty: 4943.574707
	Iteration 31Q: 3 clusters Score -1569166 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1569239.500000 Penalty: 4943.574707
	Iteration 32Q: 3 clusters Score -1569240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1569283.500000 Penalty: 4943.574707
	Iteration 33Q: 3 clusters Score -1569284 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1569331.000000 Penalty: 4943.574707
	Iteration 34Q: 3 clusters Score -1569331 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1569381.250000 Penalty: 4943.574707
	Iteration 35Q: 3 clusters Score -1569381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1569415.500000 Penalty: 4943.574707
	Iteration 36Q: 3 clusters Score -1569416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1569458.125000 Penalty: 4943.574707
	Iteration 37Q: 3 clusters Score -1569458 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1569497.875000 Penalty: 4943.574707
	Iteration 38Q: 3 clusters Score -1569498 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1569545.250000 Penalty: 4943.574707
	Iteration 39Q: 3 clusters Score -1569545 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1569603.875000 Penalty: 4943.574707
	Iteration 40F: 3 clusters Score -1569604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1569665.625000 Penalty: 4943.574707
	Iteration 41Q: 3 clusters Score -1569666 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1569720.750000 Penalty: 4943.574707
	Iteration 42Q: 3 clusters Score -1569721 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1569779.250000 Penalty: 4943.574707
	Iteration 43Q: 3 clusters Score -1569779 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1569819.625000 Penalty: 4943.574707
	Iteration 44Q: 3 clusters Score -1569820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1569847.375000 Penalty: 4943.574707
	Iteration 45Q: 3 clusters Score -1569847 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1569868.125000 Penalty: 4943.574707
	Iteration 46Q: 3 clusters Score -1569868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1569895.125000 Penalty: 4943.574707
	Iteration 47Q: 3 clusters Score -1569895 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1569934.125000 Penalty: 4943.574707
	Iteration 48Q: 3 clusters Score -1569934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1569984.250000 Penalty: 4943.574707
	Iteration 49Q: 3 clusters Score -1569984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1570046.875000 Penalty: 4943.574707
	Iteration 50Q: 3 clusters Score -1570047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1570113.125000 Penalty: 4943.574707
	Iteration 51Q: 3 clusters Score -1570113 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1570185.375000 Penalty: 4943.574707
	Iteration 52Q: 3 clusters Score -1570185 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1570244.375000 Penalty: 4943.574707
	Iteration 53Q: 3 clusters Score -1570244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1570297.250000 Penalty: 4943.574707
	Iteration 54Q: 3 clusters Score -1570297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1570344.250000 Penalty: 4943.574707
	Iteration 55Q: 3 clusters Score -1570344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1570370.750000 Penalty: 4943.574707
	Iteration 56Q: 3 clusters Score -1570371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1570408.000000 Penalty: 4943.574707
	Iteration 57Q: 3 clusters Score -1570408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1570434.625000 Penalty: 4943.574707
	Iteration 58Q: 3 clusters Score -1570435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1570466.750000 Penalty: 4943.574707
	Iteration 59Q: 3 clusters Score -1570467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1570495.250000 Penalty: 4943.574707
	Iteration 60F: 3 clusters Score -1570495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1570517.000000 Penalty: 4943.574707
	Iteration 61Q: 3 clusters Score -1570517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1570523.000000 Penalty: 4943.574707
	Iteration 62Q: 3 clusters Score -1570523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1570537.500000 Penalty: 4943.574707
	Iteration 63Q: 3 clusters Score -1570538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1570545.750000 Penalty: 4943.574707
	Iteration 64Q: 3 clusters Score -1570546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1570552.375000 Penalty: 4943.574707
	Iteration 65Q: 3 clusters Score -1570552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1570564.750000 Penalty: 4943.574707
	Iteration 66Q: 3 clusters Score -1570565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1570581.250000 Penalty: 4943.574707
	Iteration 67Q: 3 clusters Score -1570581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1570593.750000 Penalty: 4943.574707
	Iteration 68Q: 3 clusters Score -1570594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1570604.000000 Penalty: 4943.574707
	Iteration 69Q: 3 clusters Score -1570604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1570608.375000 Penalty: 4943.574707
	Iteration 70Q: 3 clusters Score -1570608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1570615.625000 Penalty: 4943.574707
	Iteration 71Q: 3 clusters Score -1570616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1570618.500000 Penalty: 4943.574707
	Iteration 72Q: 3 clusters Score -1570618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1570618.000000 Penalty: 4943.574707
	Iteration 73Q: 3 clusters Score -1570618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1570620.750000 Penalty: 4943.574707
	Iteration 74Q: 3 clusters Score -1570621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1570621.125000 Penalty: 4943.574707
	Iteration 75Q: 3 clusters Score -1570621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -1570626.250000 Penalty: 4943.574707
	Iteration 76Q: 3 clusters Score -1570626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1570629.625000 Penalty: 4943.574707
	Iteration 77Q: 3 clusters Score -1570630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1570627.875000 Penalty: 4943.574707
	Iteration 78Q: 3 clusters Score -1570628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1570627.500000 Penalty: 4943.574707
	Iteration 79Q: 3 clusters Score -1570628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1570628.625000 Penalty: 4943.574707
	Iteration 80F: 3 clusters Score -1570629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1570626.625000 Penalty: 4943.574707
	Iteration 81Q: 3 clusters Score -1570627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1570629.125000 Penalty: 4943.574707
	Iteration 82Q: 3 clusters Score -1570629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1570628.125000 Penalty: 4943.574707
	Iteration 83Q: 3 clusters Score -1570628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1570627.625000 Penalty: 4943.574707
	Iteration 84Q: 3 clusters Score -1570628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1570627.625000 Penalty: 4943.574707
	Iteration 85F: 3 clusters Score -1570628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -611535.375000 Penalty: 2222.036621
	Iteration 0F: 2 clusters Score -611535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -605240.625000 Penalty: 4444.073242
	Iteration 0F: 3 clusters Score -605240.6 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -607026.437500 Penalty: 4444.073242
	Iteration 1F: 3 clusters Score -607026.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -607282.875000 Penalty: 4444.073242
	Iteration 2F: 3 clusters Score -607282.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -607468.375000 Penalty: 4444.073242
	Iteration 3Q: 3 clusters Score -607468.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -607647.250000 Penalty: 4444.073242
	Iteration 4Q: 3 clusters Score -607647.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -607822.250000 Penalty: 4444.073242
	Iteration 5Q: 3 clusters Score -607822.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -608009.812500 Penalty: 4444.073242
	Iteration 6Q: 3 clusters Score -608009.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -608179.687500 Penalty: 4444.073242
	Iteration 7Q: 3 clusters Score -608179.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -608342.437500 Penalty: 4444.073242
	Iteration 8Q: 3 clusters Score -608342.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -608519.375000 Penalty: 4444.073242
	Iteration 9Q: 3 clusters Score -608519.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -608671.375000 Penalty: 4444.073242
	Iteration 10Q: 3 clusters Score -608671.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -608811.562500 Penalty: 4444.073242
	Iteration 11Q: 3 clusters Score -608811.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -608947.687500 Penalty: 4444.073242
	Iteration 12Q: 3 clusters Score -608947.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -609070.125000 Penalty: 4444.073242
	Iteration 13Q: 3 clusters Score -609070.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -609189.375000 Penalty: 4444.073242
	Iteration 14Q: 3 clusters Score -609189.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -609291.375000 Penalty: 4444.073242
	Iteration 15Q: 3 clusters Score -609291.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -609385.375000 Penalty: 4444.073242
	Iteration 16Q: 3 clusters Score -609385.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -609460.312500 Penalty: 4444.073242
	Iteration 17Q: 3 clusters Score -609460.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -609514.500000 Penalty: 4444.073242
	Iteration 18Q: 3 clusters Score -609514.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -609584.812500 Penalty: 4444.073242
	Iteration 19Q: 3 clusters Score -609584.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -609652.812500 Penalty: 4444.073242
	Iteration 20F: 3 clusters Score -609652.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -609719.375000 Penalty: 4444.073242
	Iteration 21Q: 3 clusters Score -609719.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -609760.187500 Penalty: 4444.073242
	Iteration 22Q: 3 clusters Score -609760.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -609789.375000 Penalty: 4444.073242
	Iteration 23Q: 3 clusters Score -609789.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -609818.062500 Penalty: 4444.073242
	Iteration 24Q: 3 clusters Score -609818.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -609843.500000 Penalty: 4444.073242
	Iteration 25Q: 3 clusters Score -609843.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -609866.562500 Penalty: 4444.073242
	Iteration 26Q: 3 clusters Score -609866.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -609886.250000 Penalty: 4444.073242
	Iteration 27Q: 3 clusters Score -609886.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -609912.062500 Penalty: 4444.073242
	Iteration 28Q: 3 clusters Score -609912.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -609927.687500 Penalty: 4444.073242
	Iteration 29Q: 3 clusters Score -609927.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -609936.125000 Penalty: 4444.073242
	Iteration 30Q: 3 clusters Score -609936.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -609944.250000 Penalty: 4444.073242
	Iteration 31Q: 3 clusters Score -609944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -609949.187500 Penalty: 4444.073242
	Iteration 32Q: 3 clusters Score -609949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -609954.687500 Penalty: 4444.073242
	Iteration 33Q: 3 clusters Score -609954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -609966.437500 Penalty: 4444.073242
	Iteration 34Q: 3 clusters Score -609966.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -609983.812500 Penalty: 4444.073242
	Iteration 35Q: 3 clusters Score -609983.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -610000.000000 Penalty: 4444.073242
	Iteration 36Q: 3 clusters Score -610000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -610009.250000 Penalty: 4444.073242
	Iteration 37Q: 3 clusters Score -610009.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -610022.750000 Penalty: 4444.073242
	Iteration 38Q: 3 clusters Score -610022.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -610032.937500 Penalty: 4444.073242
	Iteration 39Q: 3 clusters Score -610032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -610044.312500 Penalty: 4444.073242
	Iteration 40F: 3 clusters Score -610044.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -610051.375000 Penalty: 4444.073242
	Iteration 41Q: 3 clusters Score -610051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -610056.125000 Penalty: 4444.073242
	Iteration 42Q: 3 clusters Score -610056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -610059.062500 Penalty: 4444.073242
	Iteration 43Q: 3 clusters Score -610059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -610059.750000 Penalty: 4444.073242
	Iteration 44Q: 3 clusters Score -610059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -610065.812500 Penalty: 4444.073242
	Iteration 45Q: 3 clusters Score -610065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -610068.625000 Penalty: 4444.073242
	Iteration 46Q: 3 clusters Score -610068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -610070.000000 Penalty: 4444.073242
	Iteration 47Q: 3 clusters Score -610070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -610070.000000 Penalty: 4444.073242
	Iteration 48F: 3 clusters Score -610070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Entering Unmasked Estep 
Score: -11601813.000000 Penalty: 2878.901123
	Iteration 0F: 2 clusters Score -1.160181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -11529898.000000 Penalty: 5757.802246
	Iteration 0F: 3 clusters Score -1.15299e+07 nChanged 52459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -11559661.000000 Penalty: 5757.802246
	Iteration 1F: 3 clusters Score -1.155966e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -11560469.000000 Penalty: 5757.802246
	Iteration 2Q: 3 clusters Score -1.156047e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -11561503.000000 Penalty: 5757.802246
	Iteration 3Q: 3 clusters Score -1.15615e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -11562824.000000 Penalty: 5757.802246
	Iteration 4Q: 3 clusters Score -1.156282e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -11564528.000000 Penalty: 5757.802246
	Iteration 5Q: 3 clusters Score -1.156453e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -11566815.000000 Penalty: 5757.802246
	Iteration 6Q: 3 clusters Score -1.156682e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -11569756.000000 Penalty: 5757.802246
	Iteration 7F: 3 clusters Score -1.156976e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -11572931.000000 Penalty: 5757.802246
	Iteration 8F: 3 clusters Score -1.157293e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -11576201.000000 Penalty: 5757.802246
	Iteration 9F: 3 clusters Score -1.15762e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -11579158.000000 Penalty: 5757.802246
	Iteration 10F: 3 clusters Score -1.157916e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -11581860.000000 Penalty: 5757.802246
	Iteration 11Q: 3 clusters Score -1.158186e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -11584246.000000 Penalty: 5757.802246
	Iteration 12Q: 3 clusters Score -1.158425e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69347 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -11586501.000000 Penalty: 5757.802246
	Iteration 13Q: 3 clusters Score -1.15865e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -11588397.000000 Penalty: 5757.802246
	Iteration 14Q: 3 clusters Score -1.15884e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -11590398.000000 Penalty: 5757.802246
	Iteration 15Q: 3 clusters Score -1.15904e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -11592347.000000 Penalty: 5757.802246
	Iteration 16Q: 3 clusters Score -1.159235e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -11594299.000000 Penalty: 5757.802246
	Iteration 17Q: 3 clusters Score -1.15943e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -11596139.000000 Penalty: 5757.802246
	Iteration 18Q: 3 clusters Score -1.159614e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -11597663.000000 Penalty: 5757.802246
	Iteration 19Q: 3 clusters Score -1.159766e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -11598883.000000 Penalty: 5757.802246
	Iteration 20F: 3 clusters Score -1.159888e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -11599665.000000 Penalty: 5757.802246
	Iteration 21Q: 3 clusters Score -1.159966e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -11600229.000000 Penalty: 5757.802246
	Iteration 22Q: 3 clusters Score -1.160023e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -11600695.000000 Penalty: 5757.802246
	Iteration 23Q: 3 clusters Score -1.16007e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -11600958.000000 Penalty: 5757.802246
	Iteration 24Q: 3 clusters Score -1.160096e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -11601155.000000 Penalty: 5757.802246
	Iteration 25Q: 3 clusters Score -1.160116e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -11601242.000000 Penalty: 5757.802246
	Iteration 26Q: 3 clusters Score -1.160124e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -11601353.000000 Penalty: 5757.802246
	Iteration 27Q: 3 clusters Score -1.160135e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -11601392.000000 Penalty: 5757.802246
	Iteration 28Q: 3 clusters Score -1.160139e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -11601401.000000 Penalty: 5757.802246
	Iteration 29Q: 3 clusters Score -1.16014e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -11601409.000000 Penalty: 5757.802246
	Iteration 30Q: 3 clusters Score -1.160141e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -11601481.000000 Penalty: 5757.802246
	Iteration 31Q: 3 clusters Score -1.160148e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -11601488.000000 Penalty: 5757.802246
	Iteration 32Q: 3 clusters Score -1.160149e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -11601488.000000 Penalty: 5757.802246
	Iteration 33Q: 3 clusters Score -1.160149e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -11601476.000000 Penalty: 5757.802246
	Iteration 34Q: 3 clusters Score -1.160148e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -11601496.000000 Penalty: 5757.802246
	Iteration 35Q: 3 clusters Score -1.16015e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -11601508.000000 Penalty: 5757.802246
	Iteration 36Q: 3 clusters Score -1.160151e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -11601511.000000 Penalty: 5757.802246
	Iteration 37Q: 3 clusters Score -1.160151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -11601508.000000 Penalty: 5757.802246
	Iteration 38Q: 3 clusters Score -1.160151e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -11601499.000000 Penalty: 5757.802246
	Iteration 39Q: 3 clusters Score -1.16015e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -11601496.000000 Penalty: 5757.802246
	Iteration 40F: 3 clusters Score -1.16015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -11601504.000000 Penalty: 5757.802246
	Iteration 41Q: 3 clusters Score -1.16015e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -11601506.000000 Penalty: 5757.802246
	Iteration 42Q: 3 clusters Score -1.160151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -11601477.000000 Penalty: 5757.802246
	Iteration 43Q: 3 clusters Score -1.160148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104988 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -11601468.000000 Penalty: 5757.802246
	Iteration 44Q: 3 clusters Score -1.160147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -11601493.000000 Penalty: 5757.802246
	Iteration 45Q: 3 clusters Score -1.160149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -11601484.000000 Penalty: 5757.802246
	Iteration 46Q: 3 clusters Score -1.160148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -11601484.000000 Penalty: 5757.802246
	Iteration 47Q: 3 clusters Score -1.160148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -11601495.000000 Penalty: 5757.802246
	Iteration 48Q: 3 clusters Score -1.16015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -11601488.000000 Penalty: 5757.802246
	Iteration 49Q: 3 clusters Score -1.160149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -11601485.000000 Penalty: 5757.802246
	Iteration 50Q: 3 clusters Score -1.160148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -11601469.000000 Penalty: 5757.802246
	Iteration 51Q: 3 clusters Score -1.160147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -11601474.000000 Penalty: 5757.802246
	Iteration 52Q: 3 clusters Score -1.160147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -11601474.000000 Penalty: 5757.802246
	Iteration 53Q: 3 clusters Score -1.160147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -11601476.000000 Penalty: 5757.802246
	Iteration 54Q: 3 clusters Score -1.160148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -11601471.000000 Penalty: 5757.802246
	Iteration 55Q: 3 clusters Score -1.160147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105113 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -11601478.000000 Penalty: 5757.802246
	Iteration 56Q: 3 clusters Score -1.160148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -11601473.000000 Penalty: 5757.802246
	Iteration 57Q: 3 clusters Score -1.160147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -11601478.000000 Penalty: 5757.802246
	Iteration 58Q: 3 clusters Score -1.160148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -11601481.000000 Penalty: 5757.802246
	Iteration 59Q: 3 clusters Score -1.160148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -11601483.000000 Penalty: 5757.802246
	Iteration 60F: 3 clusters Score -1.160148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -11601491.000000 Penalty: 5757.802246
	Iteration 61Q: 3 clusters Score -1.160149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -11601500.000000 Penalty: 5757.802246
	Iteration 62Q: 3 clusters Score -1.16015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -11601502.000000 Penalty: 5757.802246
	Iteration 63Q: 3 clusters Score -1.16015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -11601510.000000 Penalty: 5757.802246
	Iteration 64Q: 3 clusters Score -1.160151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -11601508.000000 Penalty: 5757.802246
	Iteration 65Q: 3 clusters Score -1.160151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -11601503.000000 Penalty: 5757.802246
	Iteration 66Q: 3 clusters Score -1.16015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -11601499.000000 Penalty: 5757.802246
	Iteration 67Q: 3 clusters Score -1.16015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -11601499.000000 Penalty: 5757.802246
	Iteration 68F: 3 clusters Score -1.16015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Entering Unmasked Estep 
Score: -806362.000000 Penalty: 2255.375244
	Iteration 0F: 2 clusters Score -806362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -799362.625000 Penalty: 4510.750488
	Iteration 0F: 3 clusters Score -799362.6 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -801448.937500 Penalty: 4510.750488
	Iteration 1F: 3 clusters Score -801448.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -801794.937500 Penalty: 4510.750488
	Iteration 2F: 3 clusters Score -801794.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -802059.625000 Penalty: 4510.750488
	Iteration 3F: 3 clusters Score -802059.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -802283.437500 Penalty: 4510.750488
	Iteration 4Q: 3 clusters Score -802283.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -802476.500000 Penalty: 4510.750488
	Iteration 5Q: 3 clusters Score -802476.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -802657.500000 Penalty: 4510.750488
	Iteration 6Q: 3 clusters Score -802657.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -802816.750000 Penalty: 4510.750488
	Iteration 7Q: 3 clusters Score -802816.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -802977.687500 Penalty: 4510.750488
	Iteration 8Q: 3 clusters Score -802977.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -803122.625000 Penalty: 4510.750488
	Iteration 9Q: 3 clusters Score -803122.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -803281.437500 Penalty: 4510.750488
	Iteration 10Q: 3 clusters Score -803281.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -803421.937500 Penalty: 4510.750488
	Iteration 11Q: 3 clusters Score -803421.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -803566.250000 Penalty: 4510.750488
	Iteration 12Q: 3 clusters Score -803566.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -803696.062500 Penalty: 4510.750488
	Iteration 13Q: 3 clusters Score -803696.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -803830.437500 Penalty: 4510.750488
	Iteration 14Q: 3 clusters Score -803830.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -803931.625000 Penalty: 4510.750488
	Iteration 15Q: 3 clusters Score -803931.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -804026.437500 Penalty: 4510.750488
	Iteration 16Q: 3 clusters Score -804026.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -804110.062500 Penalty: 4510.750488
	Iteration 17Q: 3 clusters Score -804110.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -804181.687500 Penalty: 4510.750488
	Iteration 18Q: 3 clusters Score -804181.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -804236.562500 Penalty: 4510.750488
	Iteration 19Q: 3 clusters Score -804236.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -804292.562500 Penalty: 4510.750488
	Iteration 20F: 3 clusters Score -804292.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -804335.812500 Penalty: 4510.750488
	Iteration 21Q: 3 clusters Score -804335.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -804378.312500 Penalty: 4510.750488
	Iteration 22Q: 3 clusters Score -804378.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -804412.812500 Penalty: 4510.750488
	Iteration 23Q: 3 clusters Score -804412.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -804448.875000 Penalty: 4510.750488
	Iteration 24Q: 3 clusters Score -804448.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -804483.687500 Penalty: 4510.750488
	Iteration 25Q: 3 clusters Score -804483.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -804511.187500 Penalty: 4510.750488
	Iteration 26Q: 3 clusters Score -804511.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -804536.250000 Penalty: 4510.750488
	Iteration 27Q: 3 clusters Score -804536.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -804561.062500 Penalty: 4510.750488
	Iteration 28Q: 3 clusters Score -804561.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -804581.750000 Penalty: 4510.750488
	Iteration 29Q: 3 clusters Score -804581.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -804604.250000 Penalty: 4510.750488
	Iteration 30Q: 3 clusters Score -804604.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -804616.125000 Penalty: 4510.750488
	Iteration 31Q: 3 clusters Score -804616.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -804627.187500 Penalty: 4510.750488
	Iteration 32Q: 3 clusters Score -804627.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -804637.812500 Penalty: 4510.750488
	Iteration 33Q: 3 clusters Score -804637.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -804649.750000 Penalty: 4510.750488
	Iteration 34Q: 3 clusters Score -804649.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -804656.687500 Penalty: 4510.750488
	Iteration 35Q: 3 clusters Score -804656.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -804659.750000 Penalty: 4510.750488
	Iteration 36Q: 3 clusters Score -804659.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -804668.375000 Penalty: 4510.750488
	Iteration 37Q: 3 clusters Score -804668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -804672.937500 Penalty: 4510.750488
	Iteration 38Q: 3 clusters Score -804672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -804677.875000 Penalty: 4510.750488
	Iteration 39Q: 3 clusters Score -804677.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -804682.562500 Penalty: 4510.750488
	Iteration 40F: 3 clusters Score -804682.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -804688.812500 Penalty: 4510.750488
	Iteration 41Q: 3 clusters Score -804688.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -804698.750000 Penalty: 4510.750488
	Iteration 42Q: 3 clusters Score -804698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -804705.187500 Penalty: 4510.750488
	Iteration 43Q: 3 clusters Score -804705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -804712.625000 Penalty: 4510.750488
	Iteration 44Q: 3 clusters Score -804712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -804717.125000 Penalty: 4510.750488
	Iteration 45Q: 3 clusters Score -804717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -804722.312500 Penalty: 4510.750488
	Iteration 46Q: 3 clusters Score -804722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -804724.937500 Penalty: 4510.750488
	Iteration 47Q: 3 clusters Score -804724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -804731.437500 Penalty: 4510.750488
	Iteration 48Q: 3 clusters Score -804731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -804731.187500 Penalty: 4510.750488
	Iteration 49Q: 3 clusters Score -804731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -804731.625000 Penalty: 4510.750488
	Iteration 50Q: 3 clusters Score -804731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -804732.437500 Penalty: 4510.750488
	Iteration 51Q: 3 clusters Score -804732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -804736.062500 Penalty: 4510.750488
	Iteration 52Q: 3 clusters Score -804736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -804736.500000 Penalty: 4510.750488
	Iteration 53Q: 3 clusters Score -804736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -804740.000000 Penalty: 4510.750488
	Iteration 54Q: 3 clusters Score -804740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -804741.187500 Penalty: 4510.750488
	Iteration 55Q: 3 clusters Score -804741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -804742.937500 Penalty: 4510.750488
	Iteration 56Q: 3 clusters Score -804742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -804745.500000 Penalty: 4510.750488
	Iteration 57Q: 3 clusters Score -804745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -804747.875000 Penalty: 4510.750488
	Iteration 58Q: 3 clusters Score -804747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -804748.625000 Penalty: 4510.750488
	Iteration 59Q: 3 clusters Score -804748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -804749.187500 Penalty: 4510.750488
	Iteration 60F: 3 clusters Score -804749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -804749.062500 Penalty: 4510.750488
	Iteration 61Q: 3 clusters Score -804749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -804748.750000 Penalty: 4510.750488
	Iteration 62Q: 3 clusters Score -804748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -804749.562500 Penalty: 4510.750488
	Iteration 63Q: 3 clusters Score -804749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -804749.562500 Penalty: 4510.750488
	Iteration 64F: 3 clusters Score -804749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Entering Unmasked Estep 
Score: -1103537.875000 Penalty: 2302.537842
	Iteration 0F: 2 clusters Score -1103538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1095386.125000 Penalty: 4605.075684
	Iteration 0F: 3 clusters Score -1095386 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1097721.000000 Penalty: 4605.075684
	Iteration 1F: 3 clusters Score -1097721 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1098009.500000 Penalty: 4605.075684
	Iteration 2F: 3 clusters Score -1098010 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1098221.750000 Penalty: 4605.075684
	Iteration 3F: 3 clusters Score -1098222 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1098417.875000 Penalty: 4605.075684
	Iteration 4Q: 3 clusters Score -1098418 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1098634.250000 Penalty: 4605.075684
	Iteration 5Q: 3 clusters Score -1098634 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1098901.500000 Penalty: 4605.075684
	Iteration 6Q: 3 clusters Score -1098902 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1099224.875000 Penalty: 4605.075684
	Iteration 7Q: 3 clusters Score -1099225 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1099571.875000 Penalty: 4605.075684
	Iteration 8F: 3 clusters Score -1099572 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1099924.125000 Penalty: 4605.075684
	Iteration 9Q: 3 clusters Score -1099924 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1100266.750000 Penalty: 4605.075684
	Iteration 10Q: 3 clusters Score -1100267 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1100560.875000 Penalty: 4605.075684
	Iteration 11Q: 3 clusters Score -1100561 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1100806.125000 Penalty: 4605.075684
	Iteration 12Q: 3 clusters Score -1100806 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1101001.000000 Penalty: 4605.075684
	Iteration 13Q: 3 clusters Score -1101001 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1101196.875000 Penalty: 4605.075684
	Iteration 14Q: 3 clusters Score -1101197 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1101362.125000 Penalty: 4605.075684
	Iteration 15Q: 3 clusters Score -1101362 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1101483.875000 Penalty: 4605.075684
	Iteration 16Q: 3 clusters Score -1101484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1101573.000000 Penalty: 4605.075684
	Iteration 17Q: 3 clusters Score -1101573 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1101636.500000 Penalty: 4605.075684
	Iteration 18Q: 3 clusters Score -1101636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1101682.750000 Penalty: 4605.075684
	Iteration 19Q: 3 clusters Score -1101683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1101722.375000 Penalty: 4605.075684
	Iteration 20F: 3 clusters Score -1101722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1101755.125000 Penalty: 4605.075684
	Iteration 21Q: 3 clusters Score -1101755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1101780.500000 Penalty: 4605.075684
	Iteration 22Q: 3 clusters Score -1101780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1101807.250000 Penalty: 4605.075684
	Iteration 23Q: 3 clusters Score -1101807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1101823.375000 Penalty: 4605.075684
	Iteration 24Q: 3 clusters Score -1101823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1101834.625000 Penalty: 4605.075684
	Iteration 25Q: 3 clusters Score -1101835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1101846.875000 Penalty: 4605.075684
	Iteration 26Q: 3 clusters Score -1101847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1101858.625000 Penalty: 4605.075684
	Iteration 27Q: 3 clusters Score -1101859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1101864.000000 Penalty: 4605.075684
	Iteration 28Q: 3 clusters Score -1101864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1101871.000000 Penalty: 4605.075684
	Iteration 29Q: 3 clusters Score -1101871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1101878.625000 Penalty: 4605.075684
	Iteration 30Q: 3 clusters Score -1101879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1101885.250000 Penalty: 4605.075684
	Iteration 31Q: 3 clusters Score -1101885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1101886.625000 Penalty: 4605.075684
	Iteration 32Q: 3 clusters Score -1101887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1101889.000000 Penalty: 4605.075684
	Iteration 33Q: 3 clusters Score -1101889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1101890.250000 Penalty: 4605.075684
	Iteration 34Q: 3 clusters Score -1101890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1101892.000000 Penalty: 4605.075684
	Iteration 35Q: 3 clusters Score -1101892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1101894.875000 Penalty: 4605.075684
	Iteration 36Q: 3 clusters Score -1101895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1101894.375000 Penalty: 4605.075684
	Iteration 37Q: 3 clusters Score -1101894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1101894.375000 Penalty: 4605.075684
	Iteration 38F: 3 clusters Score -1101894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Entering Unmasked Estep 
Score: -1185770.375000 Penalty: 2405.088623
	Iteration 0F: 2 clusters Score -1185770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1174120.625000 Penalty: 4810.177246
	Iteration 0F: 3 clusters Score -1174121 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1177869.250000 Penalty: 4810.177246
	Iteration 1F: 3 clusters Score -1177869 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1178286.875000 Penalty: 4810.177246
	Iteration 2F: 3 clusters Score -1178287 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1178665.375000 Penalty: 4810.177246
	Iteration 3F: 3 clusters Score -1178665 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1179107.750000 Penalty: 4810.177246
	Iteration 4Q: 3 clusters Score -1179108 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1179678.500000 Penalty: 4810.177246
	Iteration 5F: 3 clusters Score -1179678 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1180372.375000 Penalty: 4810.177246
	Iteration 6F: 3 clusters Score -1180372 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1181118.875000 Penalty: 4810.177246
	Iteration 7F: 3 clusters Score -1181119 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1181831.500000 Penalty: 4810.177246
	Iteration 8F: 3 clusters Score -1181832 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1182416.625000 Penalty: 4810.177246
	Iteration 9F: 3 clusters Score -1182417 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1182903.000000 Penalty: 4810.177246
	Iteration 10Q: 3 clusters Score -1182903 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1183263.750000 Penalty: 4810.177246
	Iteration 11Q: 3 clusters Score -1183264 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1183548.875000 Penalty: 4810.177246
	Iteration 12Q: 3 clusters Score -1183549 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1183765.625000 Penalty: 4810.177246
	Iteration 13Q: 3 clusters Score -1183766 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1183932.125000 Penalty: 4810.177246
	Iteration 14Q: 3 clusters Score -1183932 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1184051.375000 Penalty: 4810.177246
	Iteration 15Q: 3 clusters Score -1184051 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1184127.000000 Penalty: 4810.177246
	Iteration 16Q: 3 clusters Score -1184127 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1184175.125000 Penalty: 4810.177246
	Iteration 17Q: 3 clusters Score -1184175 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1184221.500000 Penalty: 4810.177246
	Iteration 18Q: 3 clusters Score -1184222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1184251.875000 Penalty: 4810.177246
	Iteration 19Q: 3 clusters Score -1184252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1184287.500000 Penalty: 4810.177246
	Iteration 20F: 3 clusters Score -1184288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1184327.375000 Penalty: 4810.177246
	Iteration 21Q: 3 clusters Score -1184327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1184366.625000 Penalty: 4810.177246
	Iteration 22Q: 3 clusters Score -1184367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1184387.500000 Penalty: 4810.177246
	Iteration 23Q: 3 clusters Score -1184388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1184400.250000 Penalty: 4810.177246
	Iteration 24Q: 3 clusters Score -1184400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1184414.250000 Penalty: 4810.177246
	Iteration 25Q: 3 clusters Score -1184414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1184425.625000 Penalty: 4810.177246
	Iteration 26Q: 3 clusters Score -1184426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1184436.375000 Penalty: 4810.177246
	Iteration 27Q: 3 clusters Score -1184436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1184440.625000 Penalty: 4810.177246
	Iteration 28Q: 3 clusters Score -1184441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1184447.750000 Penalty: 4810.177246
	Iteration 29Q: 3 clusters Score -1184448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1184458.000000 Penalty: 4810.177246
	Iteration 30Q: 3 clusters Score -1184458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1184465.625000 Penalty: 4810.177246
	Iteration 31Q: 3 clusters Score -1184466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1184467.125000 Penalty: 4810.177246
	Iteration 32Q: 3 clusters Score -1184467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1184472.750000 Penalty: 4810.177246
	Iteration 33Q: 3 clusters Score -1184473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1184476.750000 Penalty: 4810.177246
	Iteration 34Q: 3 clusters Score -1184477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1184481.625000 Penalty: 4810.177246
	Iteration 35Q: 3 clusters Score -1184482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1184485.000000 Penalty: 4810.177246
	Iteration 36Q: 3 clusters Score -1184485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1184490.000000 Penalty: 4810.177246
	Iteration 37Q: 3 clusters Score -1184490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1184495.000000 Penalty: 4810.177246
	Iteration 38Q: 3 clusters Score -1184495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1184499.875000 Penalty: 4810.177246
	Iteration 39Q: 3 clusters Score -1184500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1184508.625000 Penalty: 4810.177246
	Iteration 40F: 3 clusters Score -1184509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1184511.750000 Penalty: 4810.177246
	Iteration 41Q: 3 clusters Score -1184512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1184511.000000 Penalty: 4810.177246
	Iteration 42Q: 3 clusters Score -1184511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1184511.500000 Penalty: 4810.177246
	Iteration 43Q: 3 clusters Score -1184512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1184514.000000 Penalty: 4810.177246
	Iteration 44Q: 3 clusters Score -1184514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1184516.625000 Penalty: 4810.177246
	Iteration 45Q: 3 clusters Score -1184517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1184516.875000 Penalty: 4810.177246
	Iteration 46Q: 3 clusters Score -1184517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1184518.125000 Penalty: 4810.177246
	Iteration 47Q: 3 clusters Score -1184518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1184520.625000 Penalty: 4810.177246
	Iteration 48Q: 3 clusters Score -1184521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1184522.375000 Penalty: 4810.177246
	Iteration 49Q: 3 clusters Score -1184522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1184521.125000 Penalty: 4810.177246
	Iteration 50Q: 3 clusters Score -1184521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1184521.625000 Penalty: 4810.177246
	Iteration 51Q: 3 clusters Score -1184522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1184520.625000 Penalty: 4810.177246
	Iteration 52Q: 3 clusters Score -1184521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1184524.375000 Penalty: 4810.177246
	Iteration 53Q: 3 clusters Score -1184524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1184522.125000 Penalty: 4810.177246
	Iteration 54Q: 3 clusters Score -1184522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1184525.750000 Penalty: 4810.177246
	Iteration 55Q: 3 clusters Score -1184526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1184523.625000 Penalty: 4810.177246
	Iteration 56Q: 3 clusters Score -1184524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1184524.500000 Penalty: 4810.177246
	Iteration 57Q: 3 clusters Score -1184524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1184526.125000 Penalty: 4810.177246
	Iteration 58Q: 3 clusters Score -1184526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1184523.750000 Penalty: 4810.177246
	Iteration 59Q: 3 clusters Score -1184524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1184526.000000 Penalty: 4810.177246
	Iteration 60F: 3 clusters Score -1184526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1184526.250000 Penalty: 4810.177246
	Iteration 61Q: 3 clusters Score -1184526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1184525.750000 Penalty: 4810.177246
	Iteration 62Q: 3 clusters Score -1184526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1184528.500000 Penalty: 4810.177246
	Iteration 63Q: 3 clusters Score -1184528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1184528.250000 Penalty: 4810.177246
	Iteration 64Q: 3 clusters Score -1184528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1184529.375000 Penalty: 4810.177246
	Iteration 65Q: 3 clusters Score -1184529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1184529.500000 Penalty: 4810.177246
	Iteration 66Q: 3 clusters Score -1184530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1184530.250000 Penalty: 4810.177246
	Iteration 67Q: 3 clusters Score -1184530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1184530.625000 Penalty: 4810.177246
	Iteration 68Q: 3 clusters Score -1184531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1184531.125000 Penalty: 4810.177246
	Iteration 69Q: 3 clusters Score -1184531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1184533.500000 Penalty: 4810.177246
	Iteration 70Q: 3 clusters Score -1184534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1184531.750000 Penalty: 4810.177246
	Iteration 71Q: 3 clusters Score -1184532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1184532.250000 Penalty: 4810.177246
	Iteration 72Q: 3 clusters Score -1184532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1184533.625000 Penalty: 4810.177246
	Iteration 73Q: 3 clusters Score -1184534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1184535.875000 Penalty: 4810.177246
	Iteration 74Q: 3 clusters Score -1184536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1184536.500000 Penalty: 4810.177246
	Iteration 75Q: 3 clusters Score -1184536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1184539.125000 Penalty: 4810.177246
	Iteration 76Q: 3 clusters Score -1184539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1184539.125000 Penalty: 4810.177246
	Iteration 77F: 3 clusters Score -1184539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (161337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Entering Unmasked Estep 
Score: -13306455.000000 Penalty: 2973.830322
	Iteration 0F: 2 clusters Score -1.330646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -13198110.000000 Penalty: 5947.660645
	Iteration 0F: 3 clusters Score -1.319811e+07 nChanged 77435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -13244024.000000 Penalty: 5947.660645
	Iteration 1F: 3 clusters Score -1.324402e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -13245365.000000 Penalty: 5947.660645
	Iteration 2Q: 3 clusters Score -1.324536e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -13247033.000000 Penalty: 5947.660645
	Iteration 3Q: 3 clusters Score -1.324703e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -13249193.000000 Penalty: 5947.660645
	Iteration 4Q: 3 clusters Score -1.324919e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -13251860.000000 Penalty: 5947.660645
	Iteration 5Q: 3 clusters Score -1.325186e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -13255117.000000 Penalty: 5947.660645
	Iteration 6Q: 3 clusters Score -1.325512e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -13258702.000000 Penalty: 5947.660645
	Iteration 7Q: 3 clusters Score -1.32587e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -13262567.000000 Penalty: 5947.660645
	Iteration 8Q: 3 clusters Score -1.326257e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -13266919.000000 Penalty: 5947.660645
	Iteration 9Q: 3 clusters Score -1.326692e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 108992 members 
Entering Unmasked Estep 
Score: -13271813.000000 Penalty: 5947.660645
	Iteration 10Q: 3 clusters Score -1.327181e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 116756 members 
Entering Unmasked Estep 
Score: -13277049.000000 Penalty: 5947.660645
	Iteration 11F: 3 clusters Score -1.327705e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -13282855.000000 Penalty: 5947.660645
	Iteration 12F: 3 clusters Score -1.328286e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 133253 members 
Entering Unmasked Estep 
Score: -13288476.000000 Penalty: 5947.660645
	Iteration 13F: 3 clusters Score -1.328848e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 140586 members 
Entering Unmasked Estep 
Score: -13293291.000000 Penalty: 5947.660645
	Iteration 14Q: 3 clusters Score -1.329329e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -13297085.000000 Penalty: 5947.660645
	Iteration 15Q: 3 clusters Score -1.329708e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -13299582.000000 Penalty: 5947.660645
	Iteration 16Q: 3 clusters Score -1.329958e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 153999 members 
Entering Unmasked Estep 
Score: -13301294.000000 Penalty: 5947.660645
	Iteration 17Q: 3 clusters Score -1.330129e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -13302336.000000 Penalty: 5947.660645
	Iteration 18Q: 3 clusters Score -1.330234e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -13302975.000000 Penalty: 5947.660645
	Iteration 19Q: 3 clusters Score -1.330298e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -13303303.000000 Penalty: 5947.660645
	Iteration 20F: 3 clusters Score -1.33033e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 158523 members 
Entering Unmasked Estep 
Score: -13303547.000000 Penalty: 5947.660645
	Iteration 21Q: 3 clusters Score -1.330355e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -13303672.000000 Penalty: 5947.660645
	Iteration 22Q: 3 clusters Score -1.330367e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 159121 members 
Entering Unmasked Estep 
Score: -13303766.000000 Penalty: 5947.660645
	Iteration 23Q: 3 clusters Score -1.330377e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -13303806.000000 Penalty: 5947.660645
	Iteration 24Q: 3 clusters Score -1.330381e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 159412 members 
Entering Unmasked Estep 
Score: -13303852.000000 Penalty: 5947.660645
	Iteration 25Q: 3 clusters Score -1.330385e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -13303892.000000 Penalty: 5947.660645
	Iteration 26Q: 3 clusters Score -1.330389e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -13303945.000000 Penalty: 5947.660645
	Iteration 27Q: 3 clusters Score -1.330394e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -13303990.000000 Penalty: 5947.660645
	Iteration 28Q: 3 clusters Score -1.330399e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 159707 members 
Entering Unmasked Estep 
Score: -13304013.000000 Penalty: 5947.660645
	Iteration 29Q: 3 clusters Score -1.330401e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -13304034.000000 Penalty: 5947.660645
	Iteration 30Q: 3 clusters Score -1.330403e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 159782 members 
Entering Unmasked Estep 
Score: -13304093.000000 Penalty: 5947.660645
	Iteration 31Q: 3 clusters Score -1.330409e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -13304116.000000 Penalty: 5947.660645
	Iteration 32Q: 3 clusters Score -1.330412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 159849 members 
Entering Unmasked Estep 
Score: -13304123.000000 Penalty: 5947.660645
	Iteration 33Q: 3 clusters Score -1.330412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -13304144.000000 Penalty: 5947.660645
	Iteration 34Q: 3 clusters Score -1.330414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 159893 members 
Entering Unmasked Estep 
Score: -13304133.000000 Penalty: 5947.660645
	Iteration 35Q: 3 clusters Score -1.330413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 159904 members 
Entering Unmasked Estep 
Score: -13304133.000000 Penalty: 5947.660645
	Iteration 36Q: 3 clusters Score -1.330413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 159917 members 
Entering Unmasked Estep 
Score: -13304122.000000 Penalty: 5947.660645
	Iteration 37Q: 3 clusters Score -1.330412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -13304142.000000 Penalty: 5947.660645
	Iteration 38Q: 3 clusters Score -1.330414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -13304134.000000 Penalty: 5947.660645
	Iteration 39Q: 3 clusters Score -1.330413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -13304146.000000 Penalty: 5947.660645
	Iteration 40F: 3 clusters Score -1.330415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -13304150.000000 Penalty: 5947.660645
	Iteration 41Q: 3 clusters Score -1.330415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 159957 members 
Entering Unmasked Estep 
Score: -13304163.000000 Penalty: 5947.660645
	Iteration 42Q: 3 clusters Score -1.330416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -13304166.000000 Penalty: 5947.660645
	Iteration 43Q: 3 clusters Score -1.330417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 159977 members 
Entering Unmasked Estep 
Score: -13304170.000000 Penalty: 5947.660645
	Iteration 44Q: 3 clusters Score -1.330417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 159987 members 
Entering Unmasked Estep 
Score: -13304168.000000 Penalty: 5947.660645
	Iteration 45Q: 3 clusters Score -1.330417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -13304170.000000 Penalty: 5947.660645
	Iteration 46Q: 3 clusters Score -1.330417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -13304175.000000 Penalty: 5947.660645
	Iteration 47Q: 3 clusters Score -1.330418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -13304174.000000 Penalty: 5947.660645
	Iteration 48Q: 3 clusters Score -1.330417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 160011 members 
Entering Unmasked Estep 
Score: -13304174.000000 Penalty: 5947.660645
	Iteration 49Q: 3 clusters Score -1.330417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -13304169.000000 Penalty: 5947.660645
	Iteration 50Q: 3 clusters Score -1.330417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 160022 members 
Entering Unmasked Estep 
Score: -13304184.000000 Penalty: 5947.660645
	Iteration 51Q: 3 clusters Score -1.330418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 160027 members 
Entering Unmasked Estep 
Score: -13304184.000000 Penalty: 5947.660645
	Iteration 52Q: 3 clusters Score -1.330418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -13304185.000000 Penalty: 5947.660645
	Iteration 53Q: 3 clusters Score -1.330418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -13304184.000000 Penalty: 5947.660645
	Iteration 54Q: 3 clusters Score -1.330418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 160054 members 
Entering Unmasked Estep 
Score: -13304197.000000 Penalty: 5947.660645
	Iteration 55Q: 3 clusters Score -1.33042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 160057 members 
Entering Unmasked Estep 
Score: -13304192.000000 Penalty: 5947.660645
	Iteration 56Q: 3 clusters Score -1.330419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 160060 members 
Entering Unmasked Estep 
Score: -13304203.000000 Penalty: 5947.660645
	Iteration 57Q: 3 clusters Score -1.33042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 160063 members 
Entering Unmasked Estep 
Score: -13304208.000000 Penalty: 5947.660645
	Iteration 58Q: 3 clusters Score -1.330421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 160068 members 
Entering Unmasked Estep 
Score: -13304213.000000 Penalty: 5947.660645
	Iteration 59Q: 3 clusters Score -1.330421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 160071 members 
Entering Unmasked Estep 
Score: -13304213.000000 Penalty: 5947.660645
	Iteration 60F: 3 clusters Score -1.330421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 160075 members 
Entering Unmasked Estep 
Score: -13304214.000000 Penalty: 5947.660645
	Iteration 61Q: 3 clusters Score -1.330421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 160083 members 
Entering Unmasked Estep 
Score: -13304215.000000 Penalty: 5947.660645
	Iteration 62Q: 3 clusters Score -1.330422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -13304216.000000 Penalty: 5947.660645
	Iteration 63Q: 3 clusters Score -1.330422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -13304230.000000 Penalty: 5947.660645
	Iteration 64Q: 3 clusters Score -1.330423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -13304229.000000 Penalty: 5947.660645
	Iteration 65Q: 3 clusters Score -1.330423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -13304227.000000 Penalty: 5947.660645
	Iteration 66Q: 3 clusters Score -1.330423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 160100 members 
Entering Unmasked Estep 
Score: -13304238.000000 Penalty: 5947.660645
	Iteration 67Q: 3 clusters Score -1.330424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -13304237.000000 Penalty: 5947.660645
	Iteration 68Q: 3 clusters Score -1.330424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -13304241.000000 Penalty: 5947.660645
	Iteration 69Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -13304237.000000 Penalty: 5947.660645
	Iteration 70Q: 3 clusters Score -1.330424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 160107 members 
Entering Unmasked Estep 
Score: -13304246.000000 Penalty: 5947.660645
	Iteration 71Q: 3 clusters Score -1.330425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 160108 members 
Entering Unmasked Estep 
Score: -13304243.000000 Penalty: 5947.660645
	Iteration 72Q: 3 clusters Score -1.330424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 160111 members 
Entering Unmasked Estep 
Score: -13304241.000000 Penalty: 5947.660645
	Iteration 73Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 160113 members 
Entering Unmasked Estep 
Score: -13304249.000000 Penalty: 5947.660645
	Iteration 74Q: 3 clusters Score -1.330425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 160114 members 
Entering Unmasked Estep 
Score: -13304241.000000 Penalty: 5947.660645
	Iteration 75Q: 3 clusters Score -1.330424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 160113 members 
Entering Unmasked Estep 
Score: -13304235.000000 Penalty: 5947.660645
	Iteration 76Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 160115 members 
Entering Unmasked Estep 
Score: -13304236.000000 Penalty: 5947.660645
	Iteration 77Q: 3 clusters Score -1.330424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 160116 members 
Entering Unmasked Estep 
Score: -13304241.000000 Penalty: 5947.660645
	Iteration 78Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -13304239.000000 Penalty: 5947.660645
	Iteration 79Q: 3 clusters Score -1.330424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -13304240.000000 Penalty: 5947.660645
	Iteration 80F: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 160121 members 
Entering Unmasked Estep 
Score: -13304235.000000 Penalty: 5947.660645
	Iteration 81Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 160123 members 
Entering Unmasked Estep 
Score: -13304236.000000 Penalty: 5947.660645
	Iteration 82Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 160125 members 
Entering Unmasked Estep 
Score: -13304241.000000 Penalty: 5947.660645
	Iteration 83Q: 3 clusters Score -1.330424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 160126 members 
Entering Unmasked Estep 
Score: -13304236.000000 Penalty: 5947.660645
	Iteration 84Q: 3 clusters Score -1.330424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 160128 members 
Entering Unmasked Estep 
Score: -13304234.000000 Penalty: 5947.660645
	Iteration 85Q: 3 clusters Score -1.330423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -13304236.000000 Penalty: 5947.660645
	Iteration 86Q: 3 clusters Score -1.330424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -13304238.000000 Penalty: 5947.660645
	Iteration 87Q: 3 clusters Score -1.330424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -13304238.000000 Penalty: 5947.660645
	Iteration 88F: 3 clusters Score -1.330424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -343143.437500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -343143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -338981.093750 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -338981.1 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340002.937500 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -340002.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -340243.812500 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -340243.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -340419.093750 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -340419.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -340573.343750 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -340573.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -340751.906250 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -340751.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -340904.718750 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -340904.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -341068.781250 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -341068.8 nChanged 181
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: -341226.875000 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -341226.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341382.625000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -341382.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -341501.812500 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -341501.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -341607.687500 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -341607.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -341694.781250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -341694.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -341764.250000 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -341764.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -341805.062500 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -341805.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -341822.687500 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -341822.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -341836.156250 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -341836.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -341847.406250 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -341847.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -341859.375000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -341859.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -341876.343750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -341876.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -341902.875000 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -341902.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -341937.062500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -341937.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -341970.468750 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -341970.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -342013.281250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -342013.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -342059.562500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -342059.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -342094.718750 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -342094.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -342126.093750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -342126.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -342155.093750 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -342155.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -342170.593750 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -342170.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -342183.531250 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -342183.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -342194.593750 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -342194.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -342201.781250 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -342201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -342207.343750 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -342207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -342213.250000 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -342213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -342215.843750 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -342215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -342217.812500 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -342217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -342217.843750 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -342217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -342218.500000 Penalty: 4168.062988
	Iteration 37Q: 3 clusters Score -342218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -342219.968750 Penalty: 4168.062988
	Iteration 38Q: 3 clusters Score -342220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -342220.937500 Penalty: 4168.062988
	Iteration 39Q: 3 clusters Score -342220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -342220.937500 Penalty: 4168.062988
	Iteration 40F: 3 clusters Score -342220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -130466.906250 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -130466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -128025.875000 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -128025.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -128467.992188 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -128468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -128619.710938 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -128619.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -128684.820312 Penalty: 3711.968018
	Iteration 3Q: 3 clusters Score -128684.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -128718.015625 Penalty: 3711.968018
	Iteration 4Q: 3 clusters Score -128718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -128746.359375 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -128746.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -128776.125000 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -128776.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -128810.867188 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -128810.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -128850.171875 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -128850.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -128898.914062 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -128898.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -128954.640625 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -128954.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -129021.890625 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -129021.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -129112.320312 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -129112.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -129226.398438 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -129226.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -129369.156250 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -129369.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -129481.312500 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -129481.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -129550.007812 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -129550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -129595.218750 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -129595.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -129622.226562 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -129622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -129653.750000 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -129653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -129688.265625 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -129688.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -129727.296875 Penalty: 3711.968018
	Iteration 21Q: 3 clusters Score -129727.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -129760.742188 Penalty: 3711.968018
	Iteration 22Q: 3 clusters Score -129760.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -129786.281250 Penalty: 3711.968018
	Iteration 23Q: 3 clusters Score -129786.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -129809.351562 Penalty: 3711.968018
	Iteration 24Q: 3 clusters Score -129809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -129829.437500 Penalty: 3711.968018
	Iteration 25Q: 3 clusters Score -129829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -129846.593750 Penalty: 3711.968018
	Iteration 26Q: 3 clusters Score -129846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -129858.726562 Penalty: 3711.968018
	Iteration 27Q: 3 clusters Score -129858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -129867.429688 Penalty: 3711.968018
	Iteration 28Q: 3 clusters Score -129867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -129870.718750 Penalty: 3711.968018
	Iteration 29Q: 3 clusters Score -129870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -129874.070312 Penalty: 3711.968018
	Iteration 30Q: 3 clusters Score -129874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -129876.382812 Penalty: 3711.968018
	Iteration 31Q: 3 clusters Score -129876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -129877.062500 Penalty: 3711.968018
	Iteration 32Q: 3 clusters Score -129877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -129879.265625 Penalty: 3711.968018
	Iteration 33Q: 3 clusters Score -129879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -129883.007812 Penalty: 3711.968018
	Iteration 34Q: 3 clusters Score -129883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -129883.757812 Penalty: 3711.968018
	Iteration 35Q: 3 clusters Score -129883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -129883.757812 Penalty: 3711.968018
	Iteration 36F: 3 clusters Score -129883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -131678.593750 Penalty: 1810.349731
	Iteration 0F: 2 clusters Score -131678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -129457.414062 Penalty: 3620.699463
	Iteration 0F: 3 clusters Score -129457.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129951.375000 Penalty: 3620.699463
	Iteration 1F: 3 clusters Score -129951.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -130092.351562 Penalty: 3620.699463
	Iteration 2F: 3 clusters Score -130092.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -130261.046875 Penalty: 3620.699463
	Iteration 3Q: 3 clusters Score -130261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -130429.796875 Penalty: 3620.699463
	Iteration 4Q: 3 clusters Score -130429.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -130585.171875 Penalty: 3620.699463
	Iteration 5F: 3 clusters Score -130585.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -130700.265625 Penalty: 3620.699463
	Iteration 6Q: 3 clusters Score -130700.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130790.820312 Penalty: 3620.699463
	Iteration 7Q: 3 clusters Score -130790.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -130857.625000 Penalty: 3620.699463
	Iteration 8Q: 3 clusters Score -130857.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130903.742188 Penalty: 3620.699463
	Iteration 9Q: 3 clusters Score -130903.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -130941.671875 Penalty: 3620.699463
	Iteration 10Q: 3 clusters Score -130941.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130966.992188 Penalty: 3620.699463
	Iteration 11Q: 3 clusters Score -130967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130988.195312 Penalty: 3620.699463
	Iteration 12Q: 3 clusters Score -130988.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131000.437500 Penalty: 3620.699463
	Iteration 13Q: 3 clusters Score -131000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131005.734375 Penalty: 3620.699463
	Iteration 14Q: 3 clusters Score -131005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131007.796875 Penalty: 3620.699463
	Iteration 15Q: 3 clusters Score -131007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131007.796875 Penalty: 3620.699463
	Iteration 16F: 3 clusters Score -131007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Entering Unmasked Estep 
Score: -3520610.500000 Penalty: 2647.539307
	Iteration 0F: 2 clusters Score -3520610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3491426.500000 Penalty: 5295.078613
	Iteration 0F: 3 clusters Score -3491426 nChanged 19807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3502407.500000 Penalty: 5295.078613
	Iteration 1F: 3 clusters Score -3502408 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3503030.250000 Penalty: 5295.078613
	Iteration 2Q: 3 clusters Score -3503030 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3503649.750000 Penalty: 5295.078613
	Iteration 3Q: 3 clusters Score -3503650 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3504342.500000 Penalty: 5295.078613
	Iteration 4Q: 3 clusters Score -3504342 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3505109.250000 Penalty: 5295.078613
	Iteration 5Q: 3 clusters Score -3505109 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3506058.750000 Penalty: 5295.078613
	Iteration 6Q: 3 clusters Score -3506059 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3507316.000000 Penalty: 5295.078613
	Iteration 7Q: 3 clusters Score -3507316 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3508836.250000 Penalty: 5295.078613
	Iteration 8F: 3 clusters Score -3508836 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3510542.500000 Penalty: 5295.078613
	Iteration 9F: 3 clusters Score -3510542 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3512020.250000 Penalty: 5295.078613
	Iteration 10Q: 3 clusters Score -3512020 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3513026.250000 Penalty: 5295.078613
	Iteration 11Q: 3 clusters Score -3513026 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3513596.750000 Penalty: 5295.078613
	Iteration 12Q: 3 clusters Score -3513597 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3514069.750000 Penalty: 5295.078613
	Iteration 13Q: 3 clusters Score -3514070 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3514424.000000 Penalty: 5295.078613
	Iteration 14Q: 3 clusters Score -3514424 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3514755.500000 Penalty: 5295.078613
	Iteration 15Q: 3 clusters Score -3514756 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3515057.000000 Penalty: 5295.078613
	Iteration 16Q: 3 clusters Score -3515057 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3515401.000000 Penalty: 5295.078613
	Iteration 17Q: 3 clusters Score -3515401 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3515716.500000 Penalty: 5295.078613
	Iteration 18Q: 3 clusters Score -3515716 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3516064.750000 Penalty: 5295.078613
	Iteration 19Q: 3 clusters Score -3516065 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3516379.250000 Penalty: 5295.078613
	Iteration 20F: 3 clusters Score -3516379 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3516625.000000 Penalty: 5295.078613
	Iteration 21Q: 3 clusters Score -3516625 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3516858.750000 Penalty: 5295.078613
	Iteration 22Q: 3 clusters Score -3516859 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3517091.250000 Penalty: 5295.078613
	Iteration 23Q: 3 clusters Score -3517091 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3517311.000000 Penalty: 5295.078613
	Iteration 24Q: 3 clusters Score -3517311 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3517514.000000 Penalty: 5295.078613
	Iteration 25Q: 3 clusters Score -3517514 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3517663.250000 Penalty: 5295.078613
	Iteration 26Q: 3 clusters Score -3517663 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3517797.250000 Penalty: 5295.078613
	Iteration 27Q: 3 clusters Score -3517797 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3517918.500000 Penalty: 5295.078613
	Iteration 28Q: 3 clusters Score -3517918 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3518004.000000 Penalty: 5295.078613
	Iteration 29Q: 3 clusters Score -3518004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3518074.250000 Penalty: 5295.078613
	Iteration 30Q: 3 clusters Score -3518074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3518133.500000 Penalty: 5295.078613
	Iteration 31Q: 3 clusters Score -3518134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3518171.000000 Penalty: 5295.078613
	Iteration 32Q: 3 clusters Score -3518171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3518203.250000 Penalty: 5295.078613
	Iteration 33Q: 3 clusters Score -3518203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3518228.500000 Penalty: 5295.078613
	Iteration 34Q: 3 clusters Score -3518228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3518257.000000 Penalty: 5295.078613
	Iteration 35Q: 3 clusters Score -3518257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3518288.250000 Penalty: 5295.078613
	Iteration 36Q: 3 clusters Score -3518288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3518307.250000 Penalty: 5295.078613
	Iteration 37Q: 3 clusters Score -3518307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3518321.500000 Penalty: 5295.078613
	Iteration 38Q: 3 clusters Score -3518322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3518330.500000 Penalty: 5295.078613
	Iteration 39Q: 3 clusters Score -3518330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3518340.250000 Penalty: 5295.078613
	Iteration 40F: 3 clusters Score -3518340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3518349.500000 Penalty: 5295.078613
	Iteration 41Q: 3 clusters Score -3518350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3518360.500000 Penalty: 5295.078613
	Iteration 42Q: 3 clusters Score -3518360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3518360.000000 Penalty: 5295.078613
	Iteration 43Q: 3 clusters Score -3518360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3518368.250000 Penalty: 5295.078613
	Iteration 44Q: 3 clusters Score -3518368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3518374.000000 Penalty: 5295.078613
	Iteration 45Q: 3 clusters Score -3518374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3518384.750000 Penalty: 5295.078613
	Iteration 46Q: 3 clusters Score -3518385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3518390.500000 Penalty: 5295.078613
	Iteration 47Q: 3 clusters Score -3518390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3518398.250000 Penalty: 5295.078613
	Iteration 48Q: 3 clusters Score -3518398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3518404.250000 Penalty: 5295.078613
	Iteration 49Q: 3 clusters Score -3518404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3518412.000000 Penalty: 5295.078613
	Iteration 50Q: 3 clusters Score -3518412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3518421.500000 Penalty: 5295.078613
	Iteration 51Q: 3 clusters Score -3518422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3518427.250000 Penalty: 5295.078613
	Iteration 52Q: 3 clusters Score -3518427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3518433.250000 Penalty: 5295.078613
	Iteration 53Q: 3 clusters Score -3518433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3518437.000000 Penalty: 5295.078613
	Iteration 54Q: 3 clusters Score -3518437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3518442.500000 Penalty: 5295.078613
	Iteration 55Q: 3 clusters Score -3518442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3518444.500000 Penalty: 5295.078613
	Iteration 56Q: 3 clusters Score -3518444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3518448.250000 Penalty: 5295.078613
	Iteration 57Q: 3 clusters Score -3518448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3518456.250000 Penalty: 5295.078613
	Iteration 58Q: 3 clusters Score -3518456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3518456.500000 Penalty: 5295.078613
	Iteration 59Q: 3 clusters Score -3518456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3518462.250000 Penalty: 5295.078613
	Iteration 60F: 3 clusters Score -3518462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3518462.750000 Penalty: 5295.078613
	Iteration 61Q: 3 clusters Score -3518463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3518465.750000 Penalty: 5295.078613
	Iteration 62Q: 3 clusters Score -3518466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3518468.500000 Penalty: 5295.078613
	Iteration 63Q: 3 clusters Score -3518468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3518473.500000 Penalty: 5295.078613
	Iteration 64Q: 3 clusters Score -3518474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3518474.500000 Penalty: 5295.078613
	Iteration 65Q: 3 clusters Score -3518474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3518477.500000 Penalty: 5295.078613
	Iteration 66Q: 3 clusters Score -3518478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3518477.250000 Penalty: 5295.078613
	Iteration 67Q: 3 clusters Score -3518477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3518483.000000 Penalty: 5295.078613
	Iteration 68Q: 3 clusters Score -3518483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3518483.000000 Penalty: 5295.078613
	Iteration 69F: 3 clusters Score -3518483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -418932.968750 Penalty: 2129.876465
	Iteration 0F: 2 clusters Score -418933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -414192.750000 Penalty: 4259.752930
	Iteration 0F: 3 clusters Score -414192.8 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -415536.000000 Penalty: 4259.752930
	Iteration 1F: 3 clusters Score -415536 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -415938.843750 Penalty: 4259.752930
	Iteration 2F: 3 clusters Score -415938.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -416218.625000 Penalty: 4259.752930
	Iteration 3F: 3 clusters Score -416218.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -416488.312500 Penalty: 4259.752930
	Iteration 4F: 3 clusters Score -416488.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -416710.375000 Penalty: 4259.752930
	Iteration 5F: 3 clusters Score -416710.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -416885.250000 Penalty: 4259.752930
	Iteration 6Q: 3 clusters Score -416885.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -417022.437500 Penalty: 4259.752930
	Iteration 7Q: 3 clusters Score -417022.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -417138.687500 Penalty: 4259.752930
	Iteration 8Q: 3 clusters Score -417138.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -417237.125000 Penalty: 4259.752930
	Iteration 9Q: 3 clusters Score -417237.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -417318.343750 Penalty: 4259.752930
	Iteration 10Q: 3 clusters Score -417318.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -417376.781250 Penalty: 4259.752930
	Iteration 11Q: 3 clusters Score -417376.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -417431.750000 Penalty: 4259.752930
	Iteration 12Q: 3 clusters Score -417431.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -417478.531250 Penalty: 4259.752930
	Iteration 13Q: 3 clusters Score -417478.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -417533.093750 Penalty: 4259.752930
	Iteration 14Q: 3 clusters Score -417533.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -417580.906250 Penalty: 4259.752930
	Iteration 15Q: 3 clusters Score -417580.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -417618.437500 Penalty: 4259.752930
	Iteration 16Q: 3 clusters Score -417618.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -417651.781250 Penalty: 4259.752930
	Iteration 17Q: 3 clusters Score -417651.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -417676.000000 Penalty: 4259.752930
	Iteration 18Q: 3 clusters Score -417676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -417692.125000 Penalty: 4259.752930
	Iteration 19Q: 3 clusters Score -417692.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -417703.312500 Penalty: 4259.752930
	Iteration 20F: 3 clusters Score -417703.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -417715.750000 Penalty: 4259.752930
	Iteration 21Q: 3 clusters Score -417715.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -417721.718750 Penalty: 4259.752930
	Iteration 22Q: 3 clusters Score -417721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -417726.062500 Penalty: 4259.752930
	Iteration 23Q: 3 clusters Score -417726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -417727.937500 Penalty: 4259.752930
	Iteration 24Q: 3 clusters Score -417727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -417731.187500 Penalty: 4259.752930
	Iteration 25Q: 3 clusters Score -417731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -417735.718750 Penalty: 4259.752930
	Iteration 26Q: 3 clusters Score -417735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -417739.531250 Penalty: 4259.752930
	Iteration 27Q: 3 clusters Score -417739.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -417744.781250 Penalty: 4259.752930
	Iteration 28Q: 3 clusters Score -417744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -417749.812500 Penalty: 4259.752930
	Iteration 29Q: 3 clusters Score -417749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -417752.281250 Penalty: 4259.752930
	Iteration 30Q: 3 clusters Score -417752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -417753.375000 Penalty: 4259.752930
	Iteration 31Q: 3 clusters Score -417753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -417753.812500 Penalty: 4259.752930
	Iteration 32Q: 3 clusters Score -417753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -417753.812500 Penalty: 4259.752930
	Iteration 33F: 3 clusters Score -417753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -456226.187500 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -456226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -451043.906250 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -451043.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -452442.343750 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -452442.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -452715.562500 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -452715.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -452977.781250 Penalty: 4317.104004
	Iteration 3F: 3 clusters Score -452977.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -453273.718750 Penalty: 4317.104004
	Iteration 4F: 3 clusters Score -453273.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -453607.843750 Penalty: 4317.104004
	Iteration 5F: 3 clusters Score -453607.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -454034.968750 Penalty: 4317.104004
	Iteration 6F: 3 clusters Score -454035 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -454472.468750 Penalty: 4317.104004
	Iteration 7F: 3 clusters Score -454472.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -454925.281250 Penalty: 4317.104004
	Iteration 8F: 3 clusters Score -454925.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -455354.687500 Penalty: 4317.104004
	Iteration 9F: 3 clusters Score -455354.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -455662.593750 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -455662.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -455819.656250 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -455819.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -455908.625000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -455908.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -455957.093750 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -455957.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -455978.500000 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -455978.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -455990.062500 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -455990.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -455995.781250 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -455995.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -455999.156250 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -455999.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -456002.437500 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -456002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -456005.781250 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -456005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -456007.718750 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -456007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -456009.406250 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -456009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -456009.937500 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -456009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -456011.343750 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -456011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -456011.718750 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -456011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -456012.218750 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -456012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -456012.218750 Penalty: 4317.104004
	Iteration 26F: 3 clusters Score -456012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -64060.031250 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -64060.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -62163.605469 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -62163.61 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -62584.316406 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -62584.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -62766.656250 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -62766.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -62935.183594 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -62935.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -63059.656250 Penalty: 3457.947754
	Iteration 4F: 3 clusters Score -63059.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63177.214844 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -63177.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63281.195312 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -63281.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -63391.406250 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -63391.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -63490.996094 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -63491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -63570.453125 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -63570.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63623.531250 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -63623.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63644.527344 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -63644.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -63654.691406 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -63654.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63657.761719 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -63657.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63658.660156 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -63658.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63658.660156 Penalty: 3457.947754
	Iteration 15F: 3 clusters Score -63658.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -739969.875000 Penalty: 2219.249268
	Iteration 0F: 2 clusters Score -739969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -733840.187500 Penalty: 4438.498535
	Iteration 0F: 3 clusters Score -733840.2 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -735536.812500 Penalty: 4438.498535
	Iteration 1F: 3 clusters Score -735536.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -735804.875000 Penalty: 4438.498535
	Iteration 2F: 3 clusters Score -735804.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -735962.687500 Penalty: 4438.498535
	Iteration 3Q: 3 clusters Score -735962.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -736083.062500 Penalty: 4438.498535
	Iteration 4Q: 3 clusters Score -736083.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -736171.625000 Penalty: 4438.498535
	Iteration 5Q: 3 clusters Score -736171.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -736256.250000 Penalty: 4438.498535
	Iteration 6Q: 3 clusters Score -736256.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -736332.062500 Penalty: 4438.498535
	Iteration 7Q: 3 clusters Score -736332.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -736397.562500 Penalty: 4438.498535
	Iteration 8Q: 3 clusters Score -736397.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -736458.187500 Penalty: 4438.498535
	Iteration 9Q: 3 clusters Score -736458.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -736522.937500 Penalty: 4438.498535
	Iteration 10Q: 3 clusters Score -736522.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -736580.500000 Penalty: 4438.498535
	Iteration 11Q: 3 clusters Score -736580.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -736623.062500 Penalty: 4438.498535
	Iteration 12Q: 3 clusters Score -736623.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -736659.937500 Penalty: 4438.498535
	Iteration 13Q: 3 clusters Score -736659.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -736694.187500 Penalty: 4438.498535
	Iteration 14Q: 3 clusters Score -736694.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -736737.187500 Penalty: 4438.498535
	Iteration 15Q: 3 clusters Score -736737.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -736779.437500 Penalty: 4438.498535
	Iteration 16Q: 3 clusters Score -736779.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -736818.750000 Penalty: 4438.498535
	Iteration 17Q: 3 clusters Score -736818.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -736862.750000 Penalty: 4438.498535
	Iteration 18Q: 3 clusters Score -736862.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -736910.562500 Penalty: 4438.498535
	Iteration 19Q: 3 clusters Score -736910.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -736950.875000 Penalty: 4438.498535
	Iteration 20F: 3 clusters Score -736950.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -736993.687500 Penalty: 4438.498535
	Iteration 21Q: 3 clusters Score -736993.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -737039.812500 Penalty: 4438.498535
	Iteration 22Q: 3 clusters Score -737039.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -737080.500000 Penalty: 4438.498535
	Iteration 23Q: 3 clusters Score -737080.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -737119.312500 Penalty: 4438.498535
	Iteration 24Q: 3 clusters Score -737119.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -737156.062500 Penalty: 4438.498535
	Iteration 25Q: 3 clusters Score -737156.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -737187.750000 Penalty: 4438.498535
	Iteration 26Q: 3 clusters Score -737187.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -737206.875000 Penalty: 4438.498535
	Iteration 27Q: 3 clusters Score -737206.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -737220.625000 Penalty: 4438.498535
	Iteration 28Q: 3 clusters Score -737220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -737235.187500 Penalty: 4438.498535
	Iteration 29Q: 3 clusters Score -737235.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -737251.750000 Penalty: 4438.498535
	Iteration 30Q: 3 clusters Score -737251.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -737267.937500 Penalty: 4438.498535
	Iteration 31Q: 3 clusters Score -737267.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -737280.187500 Penalty: 4438.498535
	Iteration 32Q: 3 clusters Score -737280.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -737299.625000 Penalty: 4438.498535
	Iteration 33Q: 3 clusters Score -737299.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -737318.437500 Penalty: 4438.498535
	Iteration 34Q: 3 clusters Score -737318.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -737338.125000 Penalty: 4438.498535
	Iteration 35Q: 3 clusters Score -737338.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -737355.437500 Penalty: 4438.498535
	Iteration 36Q: 3 clusters Score -737355.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -737369.750000 Penalty: 4438.498535
	Iteration 37Q: 3 clusters Score -737369.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -737383.187500 Penalty: 4438.498535
	Iteration 38Q: 3 clusters Score -737383.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -737399.625000 Penalty: 4438.498535
	Iteration 39Q: 3 clusters Score -737399.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -737411.687500 Penalty: 4438.498535
	Iteration 40F: 3 clusters Score -737411.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -737422.125000 Penalty: 4438.498535
	Iteration 41Q: 3 clusters Score -737422.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -737429.375000 Penalty: 4438.498535
	Iteration 42Q: 3 clusters Score -737429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -737437.875000 Penalty: 4438.498535
	Iteration 43Q: 3 clusters Score -737437.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -737443.187500 Penalty: 4438.498535
	Iteration 44Q: 3 clusters Score -737443.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -737452.125000 Penalty: 4438.498535
	Iteration 45Q: 3 clusters Score -737452.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -737456.687500 Penalty: 4438.498535
	Iteration 46Q: 3 clusters Score -737456.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -737462.312500 Penalty: 4438.498535
	Iteration 47Q: 3 clusters Score -737462.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -737466.812500 Penalty: 4438.498535
	Iteration 48Q: 3 clusters Score -737466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -737470.000000 Penalty: 4438.498535
	Iteration 49Q: 3 clusters Score -737470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -737472.000000 Penalty: 4438.498535
	Iteration 50Q: 3 clusters Score -737472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -737481.750000 Penalty: 4438.498535
	Iteration 51Q: 3 clusters Score -737481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -737491.125000 Penalty: 4438.498535
	Iteration 52Q: 3 clusters Score -737491.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -737499.750000 Penalty: 4438.498535
	Iteration 53Q: 3 clusters Score -737499.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -737506.812500 Penalty: 4438.498535
	Iteration 54Q: 3 clusters Score -737506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -737511.562500 Penalty: 4438.498535
	Iteration 55Q: 3 clusters Score -737511.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -737513.000000 Penalty: 4438.498535
	Iteration 56Q: 3 clusters Score -737513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -737516.625000 Penalty: 4438.498535
	Iteration 57Q: 3 clusters Score -737516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -737516.375000 Penalty: 4438.498535
	Iteration 58Q: 3 clusters Score -737516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -737521.000000 Penalty: 4438.498535
	Iteration 59Q: 3 clusters Score -737521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -737520.937500 Penalty: 4438.498535
	Iteration 60F: 3 clusters Score -737520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -737521.562500 Penalty: 4438.498535
	Iteration 61Q: 3 clusters Score -737521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -737522.375000 Penalty: 4438.498535
	Iteration 62Q: 3 clusters Score -737522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -737523.875000 Penalty: 4438.498535
	Iteration 63Q: 3 clusters Score -737523.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -737526.000000 Penalty: 4438.498535
	Iteration 64Q: 3 clusters Score -737526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -737528.375000 Penalty: 4438.498535
	Iteration 65Q: 3 clusters Score -737528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -737529.062500 Penalty: 4438.498535
	Iteration 66Q: 3 clusters Score -737529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -737533.062500 Penalty: 4438.498535
	Iteration 67Q: 3 clusters Score -737533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -737533.437500 Penalty: 4438.498535
	Iteration 68Q: 3 clusters Score -737533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -737533.125000 Penalty: 4438.498535
	Iteration 69Q: 3 clusters Score -737533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -737534.937500 Penalty: 4438.498535
	Iteration 70Q: 3 clusters Score -737534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -737536.750000 Penalty: 4438.498535
	Iteration 71Q: 3 clusters Score -737536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -737538.937500 Penalty: 4438.498535
	Iteration 72Q: 3 clusters Score -737538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -737540.312500 Penalty: 4438.498535
	Iteration 73Q: 3 clusters Score -737540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -737541.562500 Penalty: 4438.498535
	Iteration 74Q: 3 clusters Score -737541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -737544.187500 Penalty: 4438.498535
	Iteration 75Q: 3 clusters Score -737544.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -737545.125000 Penalty: 4438.498535
	Iteration 76Q: 3 clusters Score -737545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -737548.250000 Penalty: 4438.498535
	Iteration 77Q: 3 clusters Score -737548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -737549.687500 Penalty: 4438.498535
	Iteration 78Q: 3 clusters Score -737549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -737549.937500 Penalty: 4438.498535
	Iteration 79Q: 3 clusters Score -737549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -737549.625000 Penalty: 4438.498535
	Iteration 80F: 3 clusters Score -737549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (169355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169355 members 
Entering Unmasked Estep 
Score: -13896691.000000 Penalty: 2985.858398
	Iteration 0F: 2 clusters Score -1.389669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -13783243.000000 Penalty: 5971.716797
	Iteration 0F: 3 clusters Score -1.378324e+07 nChanged 80897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -13830473.000000 Penalty: 5971.716797
	Iteration 1F: 3 clusters Score -1.383047e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -13831652.000000 Penalty: 5971.716797
	Iteration 2Q: 3 clusters Score -1.383165e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -13832968.000000 Penalty: 5971.716797
	Iteration 3Q: 3 clusters Score -1.383297e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -13834498.000000 Penalty: 5971.716797
	Iteration 4Q: 3 clusters Score -1.38345e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -13836222.000000 Penalty: 5971.716797
	Iteration 5Q: 3 clusters Score -1.383622e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -13838257.000000 Penalty: 5971.716797
	Iteration 6Q: 3 clusters Score -1.383826e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -13840649.000000 Penalty: 5971.716797
	Iteration 7Q: 3 clusters Score -1.384065e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -13843476.000000 Penalty: 5971.716797
	Iteration 8Q: 3 clusters Score -1.384348e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -13847231.000000 Penalty: 5971.716797
	Iteration 9Q: 3 clusters Score -1.384723e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -13852154.000000 Penalty: 5971.716797
	Iteration 10Q: 3 clusters Score -1.385215e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -13858381.000000 Penalty: 5971.716797
	Iteration 11F: 3 clusters Score -1.385838e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -13864887.000000 Penalty: 5971.716797
	Iteration 12F: 3 clusters Score -1.386489e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -13869547.000000 Penalty: 5971.716797
	Iteration 13Q: 3 clusters Score -1.386955e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -13872130.000000 Penalty: 5971.716797
	Iteration 14Q: 3 clusters Score -1.387213e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127599 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -13873850.000000 Penalty: 5971.716797
	Iteration 15Q: 3 clusters Score -1.387385e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -13875731.000000 Penalty: 5971.716797
	Iteration 16Q: 3 clusters Score -1.387573e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -13877612.000000 Penalty: 5971.716797
	Iteration 17Q: 3 clusters Score -1.387761e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138864 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -13879598.000000 Penalty: 5971.716797
	Iteration 18Q: 3 clusters Score -1.38796e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -13881757.000000 Penalty: 5971.716797
	Iteration 19Q: 3 clusters Score -1.388176e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146032 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -13883877.000000 Penalty: 5971.716797
	Iteration 20F: 3 clusters Score -1.388388e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -13885996.000000 Penalty: 5971.716797
	Iteration 21Q: 3 clusters Score -1.3886e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151969 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -13887652.000000 Penalty: 5971.716797
	Iteration 22Q: 3 clusters Score -1.388765e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -13889114.000000 Penalty: 5971.716797
	Iteration 23Q: 3 clusters Score -1.388911e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -13890283.000000 Penalty: 5971.716797
	Iteration 24Q: 3 clusters Score -1.389028e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -13891051.000000 Penalty: 5971.716797
	Iteration 25Q: 3 clusters Score -1.389105e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -13891696.000000 Penalty: 5971.716797
	Iteration 26Q: 3 clusters Score -1.38917e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160552 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -13892152.000000 Penalty: 5971.716797
	Iteration 27Q: 3 clusters Score -1.389215e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -13892602.000000 Penalty: 5971.716797
	Iteration 28Q: 3 clusters Score -1.38926e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -13892953.000000 Penalty: 5971.716797
	Iteration 29Q: 3 clusters Score -1.389295e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163089 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -13893225.000000 Penalty: 5971.716797
	Iteration 30Q: 3 clusters Score -1.389322e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163707 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -13893512.000000 Penalty: 5971.716797
	Iteration 31Q: 3 clusters Score -1.389351e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -13893680.000000 Penalty: 5971.716797
	Iteration 32Q: 3 clusters Score -1.389368e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -13893833.000000 Penalty: 5971.716797
	Iteration 33Q: 3 clusters Score -1.389383e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -13894001.000000 Penalty: 5971.716797
	Iteration 34Q: 3 clusters Score -1.3894e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -13894065.000000 Penalty: 5971.716797
	Iteration 35Q: 3 clusters Score -1.389406e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -13894137.000000 Penalty: 5971.716797
	Iteration 36Q: 3 clusters Score -1.389414e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -13894182.000000 Penalty: 5971.716797
	Iteration 37Q: 3 clusters Score -1.389418e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166011 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -13894275.000000 Penalty: 5971.716797
	Iteration 38Q: 3 clusters Score -1.389428e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -13894316.000000 Penalty: 5971.716797
	Iteration 39Q: 3 clusters Score -1.389432e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166306 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -13894372.000000 Penalty: 5971.716797
	Iteration 40F: 3 clusters Score -1.389437e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -13894403.000000 Penalty: 5971.716797
	Iteration 41Q: 3 clusters Score -1.38944e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -13894411.000000 Penalty: 5971.716797
	Iteration 42Q: 3 clusters Score -1.389441e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166583 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -13894442.000000 Penalty: 5971.716797
	Iteration 43Q: 3 clusters Score -1.389444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -13894442.000000 Penalty: 5971.716797
	Iteration 44Q: 3 clusters Score -1.389444e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166707 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13894460.000000 Penalty: 5971.716797
	Iteration 45Q: 3 clusters Score -1.389446e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -13894490.000000 Penalty: 5971.716797
	Iteration 46Q: 3 clusters Score -1.389449e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13894513.000000 Penalty: 5971.716797
	Iteration 47Q: 3 clusters Score -1.389451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -13894514.000000 Penalty: 5971.716797
	Iteration 48Q: 3 clusters Score -1.389451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13894517.000000 Penalty: 5971.716797
	Iteration 49Q: 3 clusters Score -1.389452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13894531.000000 Penalty: 5971.716797
	Iteration 50Q: 3 clusters Score -1.389453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13894532.000000 Penalty: 5971.716797
	Iteration 51Q: 3 clusters Score -1.389453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -13894537.000000 Penalty: 5971.716797
	Iteration 52Q: 3 clusters Score -1.389454e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -13894538.000000 Penalty: 5971.716797
	Iteration 53Q: 3 clusters Score -1.389454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13894531.000000 Penalty: 5971.716797
	Iteration 54Q: 3 clusters Score -1.389453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167040 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13894531.000000 Penalty: 5971.716797
	Iteration 55Q: 3 clusters Score -1.389453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167064 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -13894518.000000 Penalty: 5971.716797
	Iteration 56Q: 3 clusters Score -1.389452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -13894544.000000 Penalty: 5971.716797
	Iteration 57Q: 3 clusters Score -1.389454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167106 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -13894545.000000 Penalty: 5971.716797
	Iteration 58Q: 3 clusters Score -1.389454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -13894561.000000 Penalty: 5971.716797
	Iteration 59Q: 3 clusters Score -1.389456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -13894557.000000 Penalty: 5971.716797
	Iteration 60F: 3 clusters Score -1.389456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167177 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13894560.000000 Penalty: 5971.716797
	Iteration 61Q: 3 clusters Score -1.389456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167200 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13894585.000000 Penalty: 5971.716797
	Iteration 62Q: 3 clusters Score -1.389458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -13894602.000000 Penalty: 5971.716797
	Iteration 63Q: 3 clusters Score -1.38946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13894623.000000 Penalty: 5971.716797
	Iteration 64Q: 3 clusters Score -1.389462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13894662.000000 Penalty: 5971.716797
	Iteration 65Q: 3 clusters Score -1.389466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167333 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -13894677.000000 Penalty: 5971.716797
	Iteration 66Q: 3 clusters Score -1.389468e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167369 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13894674.000000 Penalty: 5971.716797
	Iteration 67Q: 3 clusters Score -1.389467e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13894672.000000 Penalty: 5971.716797
	Iteration 68Q: 3 clusters Score -1.389467e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13894671.000000 Penalty: 5971.716797
	Iteration 69Q: 3 clusters Score -1.389467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167456 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13894706.000000 Penalty: 5971.716797
	Iteration 70Q: 3 clusters Score -1.389471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13894702.000000 Penalty: 5971.716797
	Iteration 71Q: 3 clusters Score -1.38947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13894717.000000 Penalty: 5971.716797
	Iteration 72Q: 3 clusters Score -1.389472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13894720.000000 Penalty: 5971.716797
	Iteration 73Q: 3 clusters Score -1.389472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13894716.000000 Penalty: 5971.716797
	Iteration 74Q: 3 clusters Score -1.389472e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167604 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -13894737.000000 Penalty: 5971.716797
	Iteration 75Q: 3 clusters Score -1.389474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13894742.000000 Penalty: 5971.716797
	Iteration 76Q: 3 clusters Score -1.389474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167646 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13894763.000000 Penalty: 5971.716797
	Iteration 77Q: 3 clusters Score -1.389476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167657 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13894761.000000 Penalty: 5971.716797
	Iteration 78Q: 3 clusters Score -1.389476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13894772.000000 Penalty: 5971.716797
	Iteration 79Q: 3 clusters Score -1.389477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167671 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13894769.000000 Penalty: 5971.716797
	Iteration 80F: 3 clusters Score -1.389477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -13894774.000000 Penalty: 5971.716797
	Iteration 81Q: 3 clusters Score -1.389477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -13894783.000000 Penalty: 5971.716797
	Iteration 82Q: 3 clusters Score -1.389478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13894785.000000 Penalty: 5971.716797
	Iteration 83Q: 3 clusters Score -1.389478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13894799.000000 Penalty: 5971.716797
	Iteration 84Q: 3 clusters Score -1.38948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13894796.000000 Penalty: 5971.716797
	Iteration 85Q: 3 clusters Score -1.38948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -13894800.000000 Penalty: 5971.716797
	Iteration 86Q: 3 clusters Score -1.38948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -13894803.000000 Penalty: 5971.716797
	Iteration 87Q: 3 clusters Score -1.38948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13894798.000000 Penalty: 5971.716797
	Iteration 88Q: 3 clusters Score -1.38948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -13894805.000000 Penalty: 5971.716797
	Iteration 89Q: 3 clusters Score -1.38948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167690 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13894791.000000 Penalty: 5971.716797
	Iteration 90Q: 3 clusters Score -1.389479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13894804.000000 Penalty: 5971.716797
	Iteration 91Q: 3 clusters Score -1.38948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13894804.000000 Penalty: 5971.716797
	Iteration 92Q: 3 clusters Score -1.38948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167694 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13894804.000000 Penalty: 5971.716797
	Iteration 93F: 3 clusters Score -1.38948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -390462.562500 Penalty: 2113.846191
	Iteration 0F: 2 clusters Score -390462.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -385902.312500 Penalty: 4227.692383
	Iteration 0F: 3 clusters Score -385902.3 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -386900.125000 Penalty: 4227.692383
	Iteration 1F: 3 clusters Score -386900.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -387136.875000 Penalty: 4227.692383
	Iteration 2F: 3 clusters Score -387136.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -387273.218750 Penalty: 4227.692383
	Iteration 3F: 3 clusters Score -387273.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -387357.437500 Penalty: 4227.692383
	Iteration 4Q: 3 clusters Score -387357.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -387416.468750 Penalty: 4227.692383
	Iteration 5Q: 3 clusters Score -387416.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -387460.437500 Penalty: 4227.692383
	Iteration 6Q: 3 clusters Score -387460.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -387503.343750 Penalty: 4227.692383
	Iteration 7Q: 3 clusters Score -387503.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -387542.718750 Penalty: 4227.692383
	Iteration 8Q: 3 clusters Score -387542.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -387576.062500 Penalty: 4227.692383
	Iteration 9Q: 3 clusters Score -387576.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -387603.000000 Penalty: 4227.692383
	Iteration 10Q: 3 clusters Score -387603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -387633.468750 Penalty: 4227.692383
	Iteration 11Q: 3 clusters Score -387633.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -387664.125000 Penalty: 4227.692383
	Iteration 12Q: 3 clusters Score -387664.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -387692.625000 Penalty: 4227.692383
	Iteration 13Q: 3 clusters Score -387692.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -387716.062500 Penalty: 4227.692383
	Iteration 14Q: 3 clusters Score -387716.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -387736.062500 Penalty: 4227.692383
	Iteration 15Q: 3 clusters Score -387736.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -387755.843750 Penalty: 4227.692383
	Iteration 16Q: 3 clusters Score -387755.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -387774.437500 Penalty: 4227.692383
	Iteration 17Q: 3 clusters Score -387774.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -387792.312500 Penalty: 4227.692383
	Iteration 18Q: 3 clusters Score -387792.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -387809.593750 Penalty: 4227.692383
	Iteration 19Q: 3 clusters Score -387809.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -387830.125000 Penalty: 4227.692383
	Iteration 20F: 3 clusters Score -387830.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -387851.843750 Penalty: 4227.692383
	Iteration 21Q: 3 clusters Score -387851.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -387871.375000 Penalty: 4227.692383
	Iteration 22Q: 3 clusters Score -387871.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -387884.781250 Penalty: 4227.692383
	Iteration 23Q: 3 clusters Score -387884.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -387899.875000 Penalty: 4227.692383
	Iteration 24Q: 3 clusters Score -387899.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -387909.250000 Penalty: 4227.692383
	Iteration 25Q: 3 clusters Score -387909.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -387922.281250 Penalty: 4227.692383
	Iteration 26Q: 3 clusters Score -387922.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -387935.281250 Penalty: 4227.692383
	Iteration 27Q: 3 clusters Score -387935.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -387948.937500 Penalty: 4227.692383
	Iteration 28Q: 3 clusters Score -387948.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -387960.843750 Penalty: 4227.692383
	Iteration 29Q: 3 clusters Score -387960.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -387969.625000 Penalty: 4227.692383
	Iteration 30Q: 3 clusters Score -387969.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -387981.781250 Penalty: 4227.692383
	Iteration 31Q: 3 clusters Score -387981.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -387995.218750 Penalty: 4227.692383
	Iteration 32Q: 3 clusters Score -387995.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -388008.406250 Penalty: 4227.692383
	Iteration 33Q: 3 clusters Score -388008.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -388020.750000 Penalty: 4227.692383
	Iteration 34Q: 3 clusters Score -388020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -388032.781250 Penalty: 4227.692383
	Iteration 35Q: 3 clusters Score -388032.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -388045.593750 Penalty: 4227.692383
	Iteration 36Q: 3 clusters Score -388045.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -388055.968750 Penalty: 4227.692383
	Iteration 37Q: 3 clusters Score -388056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -388066.812500 Penalty: 4227.692383
	Iteration 38Q: 3 clusters Score -388066.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -388077.937500 Penalty: 4227.692383
	Iteration 39Q: 3 clusters Score -388077.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -388085.625000 Penalty: 4227.692383
	Iteration 40F: 3 clusters Score -388085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -388093.031250 Penalty: 4227.692383
	Iteration 41Q: 3 clusters Score -388093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -388103.906250 Penalty: 4227.692383
	Iteration 42Q: 3 clusters Score -388103.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -388115.968750 Penalty: 4227.692383
	Iteration 43Q: 3 clusters Score -388116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -388131.125000 Penalty: 4227.692383
	Iteration 44Q: 3 clusters Score -388131.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -388153.531250 Penalty: 4227.692383
	Iteration 45Q: 3 clusters Score -388153.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -388172.093750 Penalty: 4227.692383
	Iteration 46Q: 3 clusters Score -388172.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -388190.656250 Penalty: 4227.692383
	Iteration 47Q: 3 clusters Score -388190.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -388205.281250 Penalty: 4227.692383
	Iteration 48Q: 3 clusters Score -388205.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -388217.843750 Penalty: 4227.692383
	Iteration 49Q: 3 clusters Score -388217.8 nChanged 35
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: -388234.125000 Penalty: 4227.692383
	Iteration 50Q: 3 clusters Score -388234.1 nChanged 34
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: -388245.562500 Penalty: 4227.692383
	Iteration 51Q: 3 clusters Score -388245.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -388257.187500 Penalty: 4227.692383
	Iteration 52Q: 3 clusters Score -388257.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -388268.125000 Penalty: 4227.692383
	Iteration 53Q: 3 clusters Score -388268.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -388275.187500 Penalty: 4227.692383
	Iteration 54Q: 3 clusters Score -388275.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -388281.562500 Penalty: 4227.692383
	Iteration 55Q: 3 clusters Score -388281.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -388285.562500 Penalty: 4227.692383
	Iteration 56Q: 3 clusters Score -388285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -388290.343750 Penalty: 4227.692383
	Iteration 57Q: 3 clusters Score -388290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -388293.468750 Penalty: 4227.692383
	Iteration 58Q: 3 clusters Score -388293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -388296.656250 Penalty: 4227.692383
	Iteration 59Q: 3 clusters Score -388296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -388299.312500 Penalty: 4227.692383
	Iteration 60F: 3 clusters Score -388299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -388301.531250 Penalty: 4227.692383
	Iteration 61Q: 3 clusters Score -388301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -388302.562500 Penalty: 4227.692383
	Iteration 62Q: 3 clusters Score -388302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -388303.593750 Penalty: 4227.692383
	Iteration 63Q: 3 clusters Score -388303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -388306.156250 Penalty: 4227.692383
	Iteration 64Q: 3 clusters Score -388306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -388307.156250 Penalty: 4227.692383
	Iteration 65Q: 3 clusters Score -388307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -388310.625000 Penalty: 4227.692383
	Iteration 66Q: 3 clusters Score -388310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -388313.468750 Penalty: 4227.692383
	Iteration 67Q: 3 clusters Score -388313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -388316.906250 Penalty: 4227.692383
	Iteration 68Q: 3 clusters Score -388316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -388318.968750 Penalty: 4227.692383
	Iteration 69Q: 3 clusters Score -388319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -388321.031250 Penalty: 4227.692383
	Iteration 70Q: 3 clusters Score -388321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -388324.093750 Penalty: 4227.692383
	Iteration 71Q: 3 clusters Score -388324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -388326.562500 Penalty: 4227.692383
	Iteration 72Q: 3 clusters Score -388326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -388328.281250 Penalty: 4227.692383
	Iteration 73Q: 3 clusters Score -388328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -388329.781250 Penalty: 4227.692383
	Iteration 74Q: 3 clusters Score -388329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -388331.937500 Penalty: 4227.692383
	Iteration 75Q: 3 clusters Score -388331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -388334.812500 Penalty: 4227.692383
	Iteration 76Q: 3 clusters Score -388334.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -388338.625000 Penalty: 4227.692383
	Iteration 77Q: 3 clusters Score -388338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -388344.156250 Penalty: 4227.692383
	Iteration 78Q: 3 clusters Score -388344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -388346.000000 Penalty: 4227.692383
	Iteration 79Q: 3 clusters Score -388346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -388348.000000 Penalty: 4227.692383
	Iteration 80F: 3 clusters Score -388348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -388349.000000 Penalty: 4227.692383
	Iteration 81Q: 3 clusters Score -388349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -388349.000000 Penalty: 4227.692383
	Iteration 82F: 3 clusters Score -388349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Entering Unmasked Estep 
Score: -903756.937500 Penalty: 2276.559326
	Iteration 0F: 2 clusters Score -903756.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -896259.375000 Penalty: 4553.118652
	Iteration 0F: 3 clusters Score -896259.4 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -898488.125000 Penalty: 4553.118652
	Iteration 1F: 3 clusters Score -898488.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -898838.187500 Penalty: 4553.118652
	Iteration 2F: 3 clusters Score -898838.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -899115.312500 Penalty: 4553.118652
	Iteration 3F: 3 clusters Score -899115.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -899397.250000 Penalty: 4553.118652
	Iteration 4Q: 3 clusters Score -899397.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -899800.750000 Penalty: 4553.118652
	Iteration 5F: 3 clusters Score -899800.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -900376.312500 Penalty: 4553.118652
	Iteration 6F: 3 clusters Score -900376.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -901079.937500 Penalty: 4553.118652
	Iteration 7F: 3 clusters Score -901079.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -901787.437500 Penalty: 4553.118652
	Iteration 8F: 3 clusters Score -901787.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -902248.250000 Penalty: 4553.118652
	Iteration 9F: 3 clusters Score -902248.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -902489.562500 Penalty: 4553.118652
	Iteration 10Q: 3 clusters Score -902489.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -902634.937500 Penalty: 4553.118652
	Iteration 11Q: 3 clusters Score -902634.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -902712.312500 Penalty: 4553.118652
	Iteration 12Q: 3 clusters Score -902712.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -902764.500000 Penalty: 4553.118652
	Iteration 13Q: 3 clusters Score -902764.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -902798.687500 Penalty: 4553.118652
	Iteration 14Q: 3 clusters Score -902798.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -902837.000000 Penalty: 4553.118652
	Iteration 15Q: 3 clusters Score -902837 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -902867.000000 Penalty: 4553.118652
	Iteration 16Q: 3 clusters Score -902867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -902894.250000 Penalty: 4553.118652
	Iteration 17Q: 3 clusters Score -902894.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -902921.000000 Penalty: 4553.118652
	Iteration 18Q: 3 clusters Score -902921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -902956.437500 Penalty: 4553.118652
	Iteration 19Q: 3 clusters Score -902956.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -902984.125000 Penalty: 4553.118652
	Iteration 20F: 3 clusters Score -902984.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -903013.250000 Penalty: 4553.118652
	Iteration 21Q: 3 clusters Score -903013.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -903044.187500 Penalty: 4553.118652
	Iteration 22Q: 3 clusters Score -903044.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -903072.125000 Penalty: 4553.118652
	Iteration 23Q: 3 clusters Score -903072.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -903092.000000 Penalty: 4553.118652
	Iteration 24Q: 3 clusters Score -903092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -903112.500000 Penalty: 4553.118652
	Iteration 25Q: 3 clusters Score -903112.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -903132.000000 Penalty: 4553.118652
	Iteration 26Q: 3 clusters Score -903132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -903148.937500 Penalty: 4553.118652
	Iteration 27Q: 3 clusters Score -903148.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -903166.125000 Penalty: 4553.118652
	Iteration 28Q: 3 clusters Score -903166.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -903190.250000 Penalty: 4553.118652
	Iteration 29Q: 3 clusters Score -903190.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -903207.687500 Penalty: 4553.118652
	Iteration 30Q: 3 clusters Score -903207.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -903217.750000 Penalty: 4553.118652
	Iteration 31Q: 3 clusters Score -903217.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -903238.125000 Penalty: 4553.118652
	Iteration 32Q: 3 clusters Score -903238.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -903256.312500 Penalty: 4553.118652
	Iteration 33Q: 3 clusters Score -903256.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -903280.875000 Penalty: 4553.118652
	Iteration 34Q: 3 clusters Score -903280.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -903311.375000 Penalty: 4553.118652
	Iteration 35Q: 3 clusters Score -903311.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -903332.125000 Penalty: 4553.118652
	Iteration 36Q: 3 clusters Score -903332.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -903351.500000 Penalty: 4553.118652
	Iteration 37Q: 3 clusters Score -903351.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -903368.625000 Penalty: 4553.118652
	Iteration 38Q: 3 clusters Score -903368.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -903383.875000 Penalty: 4553.118652
	Iteration 39Q: 3 clusters Score -903383.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -903401.312500 Penalty: 4553.118652
	Iteration 40F: 3 clusters Score -903401.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -903417.750000 Penalty: 4553.118652
	Iteration 41Q: 3 clusters Score -903417.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -903433.312500 Penalty: 4553.118652
	Iteration 42Q: 3 clusters Score -903433.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -903444.750000 Penalty: 4553.118652
	Iteration 43Q: 3 clusters Score -903444.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -903450.687500 Penalty: 4553.118652
	Iteration 44Q: 3 clusters Score -903450.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -903454.625000 Penalty: 4553.118652
	Iteration 45Q: 3 clusters Score -903454.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -903456.375000 Penalty: 4553.118652
	Iteration 46Q: 3 clusters Score -903456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -903463.375000 Penalty: 4553.118652
	Iteration 47Q: 3 clusters Score -903463.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -903464.125000 Penalty: 4553.118652
	Iteration 48Q: 3 clusters Score -903464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -903466.812500 Penalty: 4553.118652
	Iteration 49Q: 3 clusters Score -903466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -903466.750000 Penalty: 4553.118652
	Iteration 50Q: 3 clusters Score -903466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -903467.375000 Penalty: 4553.118652
	Iteration 51Q: 3 clusters Score -903467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -903468.500000 Penalty: 4553.118652
	Iteration 52Q: 3 clusters Score -903468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -903468.062500 Penalty: 4553.118652
	Iteration 53Q: 3 clusters Score -903468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -903468.000000 Penalty: 4553.118652
	Iteration 54Q: 3 clusters Score -903468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -903469.062500 Penalty: 4553.118652
	Iteration 55Q: 3 clusters Score -903469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -903468.500000 Penalty: 4553.118652
	Iteration 56Q: 3 clusters Score -903468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -903470.250000 Penalty: 4553.118652
	Iteration 57Q: 3 clusters Score -903470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -903470.250000 Penalty: 4553.118652
	Iteration 58F: 3 clusters Score -903470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -91143.468750 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -91143.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89114.710938 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -89114.71 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -89477.640625 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -89477.64 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89614.406250 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -89614.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89703.140625 Penalty: 3482.457520
	Iteration 3Q: 3 clusters Score -89703.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -89757.406250 Penalty: 3482.457520
	Iteration 4Q: 3 clusters Score -89757.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89814.007812 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -89814.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -89845.171875 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -89845.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89872.625000 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -89872.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -89898.945312 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -89898.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -89910.796875 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -89910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89918.828125 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -89918.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -89933.554688 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -89933.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -89941.703125 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -89941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89945.570312 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -89945.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89948.242188 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -89948.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89949.734375 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -89949.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89949.734375 Penalty: 3482.457520
	Iteration 16F: 3 clusters Score -89949.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -325445.125000 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -325445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -321464.937500 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -321464.9 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -322388.250000 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -322388.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -322611.750000 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -322611.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -322757.687500 Penalty: 4132.705566
	Iteration 3F: 3 clusters Score -322757.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -322876.875000 Penalty: 4132.705566
	Iteration 4Q: 3 clusters Score -322876.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -322986.937500 Penalty: 4132.705566
	Iteration 5Q: 3 clusters Score -322986.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -323077.781250 Penalty: 4132.705566
	Iteration 6Q: 3 clusters Score -323077.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -323152.218750 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -323152.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -323226.343750 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -323226.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -323276.531250 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -323276.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -323310.187500 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -323310.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -323349.625000 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -323349.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -323393.281250 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -323393.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -323428.187500 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -323428.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -323466.343750 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -323466.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -323498.500000 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -323498.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -323520.875000 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -323520.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -323535.250000 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -323535.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -323546.312500 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -323546.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -323560.625000 Penalty: 4132.705566
	Iteration 19Q: 3 clusters Score -323560.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -323574.281250 Penalty: 4132.705566
	Iteration 20F: 3 clusters Score -323574.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -323585.031250 Penalty: 4132.705566
	Iteration 21Q: 3 clusters Score -323585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -323596.625000 Penalty: 4132.705566
	Iteration 22Q: 3 clusters Score -323596.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -323606.781250 Penalty: 4132.705566
	Iteration 23Q: 3 clusters Score -323606.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -323620.250000 Penalty: 4132.705566
	Iteration 24Q: 3 clusters Score -323620.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -323635.000000 Penalty: 4132.705566
	Iteration 25Q: 3 clusters Score -323635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -323649.812500 Penalty: 4132.705566
	Iteration 26Q: 3 clusters Score -323649.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -323665.500000 Penalty: 4132.705566
	Iteration 27Q: 3 clusters Score -323665.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -323679.437500 Penalty: 4132.705566
	Iteration 28Q: 3 clusters Score -323679.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -323693.843750 Penalty: 4132.705566
	Iteration 29Q: 3 clusters Score -323693.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -323705.968750 Penalty: 4132.705566
	Iteration 30Q: 3 clusters Score -323706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -323714.281250 Penalty: 4132.705566
	Iteration 31Q: 3 clusters Score -323714.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -323724.437500 Penalty: 4132.705566
	Iteration 32Q: 3 clusters Score -323724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -323730.281250 Penalty: 4132.705566
	Iteration 33Q: 3 clusters Score -323730.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -323737.093750 Penalty: 4132.705566
	Iteration 34Q: 3 clusters Score -323737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -323741.937500 Penalty: 4132.705566
	Iteration 35Q: 3 clusters Score -323741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -323746.968750 Penalty: 4132.705566
	Iteration 36Q: 3 clusters Score -323747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -323753.625000 Penalty: 4132.705566
	Iteration 37Q: 3 clusters Score -323753.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -323759.781250 Penalty: 4132.705566
	Iteration 38Q: 3 clusters Score -323759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -323762.531250 Penalty: 4132.705566
	Iteration 39Q: 3 clusters Score -323762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -323766.375000 Penalty: 4132.705566
	Iteration 40F: 3 clusters Score -323766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -323770.656250 Penalty: 4132.705566
	Iteration 41Q: 3 clusters Score -323770.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -323779.781250 Penalty: 4132.705566
	Iteration 42Q: 3 clusters Score -323779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -323793.750000 Penalty: 4132.705566
	Iteration 43Q: 3 clusters Score -323793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -323800.406250 Penalty: 4132.705566
	Iteration 44Q: 3 clusters Score -323800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -323805.968750 Penalty: 4132.705566
	Iteration 45Q: 3 clusters Score -323806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -323809.593750 Penalty: 4132.705566
	Iteration 46Q: 3 clusters Score -323809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -323813.843750 Penalty: 4132.705566
	Iteration 47Q: 3 clusters Score -323813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -323819.281250 Penalty: 4132.705566
	Iteration 48Q: 3 clusters Score -323819.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -323826.718750 Penalty: 4132.705566
	Iteration 49Q: 3 clusters Score -323826.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -323835.562500 Penalty: 4132.705566
	Iteration 50Q: 3 clusters Score -323835.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -323844.562500 Penalty: 4132.705566
	Iteration 51Q: 3 clusters Score -323844.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -323851.031250 Penalty: 4132.705566
	Iteration 52Q: 3 clusters Score -323851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -323855.125000 Penalty: 4132.705566
	Iteration 53Q: 3 clusters Score -323855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -323860.156250 Penalty: 4132.705566
	Iteration 54Q: 3 clusters Score -323860.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -323864.750000 Penalty: 4132.705566
	Iteration 55Q: 3 clusters Score -323864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -323870.031250 Penalty: 4132.705566
	Iteration 56Q: 3 clusters Score -323870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -323878.187500 Penalty: 4132.705566
	Iteration 57Q: 3 clusters Score -323878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -323884.687500 Penalty: 4132.705566
	Iteration 58Q: 3 clusters Score -323884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -323888.625000 Penalty: 4132.705566
	Iteration 59Q: 3 clusters Score -323888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -323891.656250 Penalty: 4132.705566
	Iteration 60F: 3 clusters Score -323891.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -323896.500000 Penalty: 4132.705566
	Iteration 61Q: 3 clusters Score -323896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -323899.687500 Penalty: 4132.705566
	Iteration 62Q: 3 clusters Score -323899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -323901.156250 Penalty: 4132.705566
	Iteration 63Q: 3 clusters Score -323901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -323902.500000 Penalty: 4132.705566
	Iteration 64Q: 3 clusters Score -323902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -323903.843750 Penalty: 4132.705566
	Iteration 65Q: 3 clusters Score -323903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -323904.531250 Penalty: 4132.705566
	Iteration 66Q: 3 clusters Score -323904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -323906.906250 Penalty: 4132.705566
	Iteration 67Q: 3 clusters Score -323906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -323909.468750 Penalty: 4132.705566
	Iteration 68Q: 3 clusters Score -323909.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -323912.781250 Penalty: 4132.705566
	Iteration 69Q: 3 clusters Score -323912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -323915.812500 Penalty: 4132.705566
	Iteration 70Q: 3 clusters Score -323915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -323916.250000 Penalty: 4132.705566
	Iteration 71Q: 3 clusters Score -323916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -323916.343750 Penalty: 4132.705566
	Iteration 72Q: 3 clusters Score -323916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -323916.343750 Penalty: 4132.705566
	Iteration 73F: 3 clusters Score -323916.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (99727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99727 members 
Entering Unmasked Estep 
Score: -8011353.000000 Penalty: 2854.527588
	Iteration 0F: 2 clusters Score -8011353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -7944407.000000 Penalty: 5709.055176
	Iteration 0F: 3 clusters Score -7944407 nChanged 47440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -7972263.000000 Penalty: 5709.055176
	Iteration 1F: 3 clusters Score -7972263 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -7974044.000000 Penalty: 5709.055176
	Iteration 2Q: 3 clusters Score -7974044 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -7976667.500000 Penalty: 5709.055176
	Iteration 3F: 3 clusters Score -7976668 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -7980182.500000 Penalty: 5709.055176
	Iteration 4F: 3 clusters Score -7980182 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -7983858.500000 Penalty: 5709.055176
	Iteration 5F: 3 clusters Score -7983858 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -7986864.000000 Penalty: 5709.055176
	Iteration 6F: 3 clusters Score -7986864 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -7988874.500000 Penalty: 5709.055176
	Iteration 7F: 3 clusters Score -7988874 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -7990129.500000 Penalty: 5709.055176
	Iteration 8Q: 3 clusters Score -7990130 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -7990849.500000 Penalty: 5709.055176
	Iteration 9Q: 3 clusters Score -7990850 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -7991193.000000 Penalty: 5709.055176
	Iteration 10Q: 3 clusters Score -7991193 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -7991401.500000 Penalty: 5709.055176
	Iteration 11Q: 3 clusters Score -7991402 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -7991516.500000 Penalty: 5709.055176
	Iteration 12Q: 3 clusters Score -7991516 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -7991613.000000 Penalty: 5709.055176
	Iteration 13Q: 3 clusters Score -7991613 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -7991658.000000 Penalty: 5709.055176
	Iteration 14Q: 3 clusters Score -7991658 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7991712.500000 Penalty: 5709.055176
	Iteration 15Q: 3 clusters Score -7991712 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7991765.000000 Penalty: 5709.055176
	Iteration 16Q: 3 clusters Score -7991765 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7991832.500000 Penalty: 5709.055176
	Iteration 17Q: 3 clusters Score -7991832 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -7991897.500000 Penalty: 5709.055176
	Iteration 18Q: 3 clusters Score -7991898 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7991941.000000 Penalty: 5709.055176
	Iteration 19Q: 3 clusters Score -7991941 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -7992021.500000 Penalty: 5709.055176
	Iteration 20F: 3 clusters Score -7992022 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7992150.000000 Penalty: 5709.055176
	Iteration 21Q: 3 clusters Score -7992150 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7992250.500000 Penalty: 5709.055176
	Iteration 22Q: 3 clusters Score -7992250 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -7992394.500000 Penalty: 5709.055176
	Iteration 23Q: 3 clusters Score -7992394 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -7992550.500000 Penalty: 5709.055176
	Iteration 24Q: 3 clusters Score -7992550 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -7992715.000000 Penalty: 5709.055176
	Iteration 25Q: 3 clusters Score -7992715 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -7993057.500000 Penalty: 5709.055176
	Iteration 26Q: 3 clusters Score -7993058 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -7993539.000000 Penalty: 5709.055176
	Iteration 27Q: 3 clusters Score -7993539 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -7993973.500000 Penalty: 5709.055176
	Iteration 28Q: 3 clusters Score -7993974 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -7994668.500000 Penalty: 5709.055176
	Iteration 29Q: 3 clusters Score -7994668 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -7995456.000000 Penalty: 5709.055176
	Iteration 30Q: 3 clusters Score -7995456 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -7996542.500000 Penalty: 5709.055176
	Iteration 31Q: 3 clusters Score -7996542 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -7997707.500000 Penalty: 5709.055176
	Iteration 32Q: 3 clusters Score -7997708 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7999210.500000 Penalty: 5709.055176
	Iteration 33Q: 3 clusters Score -7999210 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87593 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -8000848.000000 Penalty: 5709.055176
	Iteration 34Q: 3 clusters Score -8000848 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -8002550.500000 Penalty: 5709.055176
	Iteration 35Q: 3 clusters Score -8002550 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -8004169.500000 Penalty: 5709.055176
	Iteration 36Q: 3 clusters Score -8004170 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8005615.500000 Penalty: 5709.055176
	Iteration 37Q: 3 clusters Score -8005616 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8006804.500000 Penalty: 5709.055176
	Iteration 38Q: 3 clusters Score -8006804 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8007503.500000 Penalty: 5709.055176
	Iteration 39Q: 3 clusters Score -8007504 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8007990.500000 Penalty: 5709.055176
	Iteration 40F: 3 clusters Score -8007990 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8008339.500000 Penalty: 5709.055176
	Iteration 41Q: 3 clusters Score -8008340 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8008536.500000 Penalty: 5709.055176
	Iteration 42Q: 3 clusters Score -8008536 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8008653.000000 Penalty: 5709.055176
	Iteration 43Q: 3 clusters Score -8008653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8008719.000000 Penalty: 5709.055176
	Iteration 44Q: 3 clusters Score -8008719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8008752.000000 Penalty: 5709.055176
	Iteration 45Q: 3 clusters Score -8008752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8008779.000000 Penalty: 5709.055176
	Iteration 46Q: 3 clusters Score -8008779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99302 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8008809.500000 Penalty: 5709.055176
	Iteration 47Q: 3 clusters Score -8008810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8008813.500000 Penalty: 5709.055176
	Iteration 48Q: 3 clusters Score -8008814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8008832.000000 Penalty: 5709.055176
	Iteration 49Q: 3 clusters Score -8008832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8008842.000000 Penalty: 5709.055176
	Iteration 50Q: 3 clusters Score -8008842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8008851.000000 Penalty: 5709.055176
	Iteration 51Q: 3 clusters Score -8008851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8008855.500000 Penalty: 5709.055176
	Iteration 52Q: 3 clusters Score -8008856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8008863.000000 Penalty: 5709.055176
	Iteration 53Q: 3 clusters Score -8008863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8008867.500000 Penalty: 5709.055176
	Iteration 54Q: 3 clusters Score -8008868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8008873.500000 Penalty: 5709.055176
	Iteration 55Q: 3 clusters Score -8008874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8008874.500000 Penalty: 5709.055176
	Iteration 56Q: 3 clusters Score -8008874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8008874.500000 Penalty: 5709.055176
	Iteration 57F: 3 clusters Score -8008874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -986981.062500 Penalty: 2334.230225
	Iteration 0F: 2 clusters Score -986981.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -977978.250000 Penalty: 4668.460449
	Iteration 0F: 3 clusters Score -977978.2 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -980792.062500 Penalty: 4668.460449
	Iteration 1F: 3 clusters Score -980792.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -981291.687500 Penalty: 4668.460449
	Iteration 2F: 3 clusters Score -981291.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -981815.312500 Penalty: 4668.460449
	Iteration 3F: 3 clusters Score -981815.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -982421.625000 Penalty: 4668.460449
	Iteration 4F: 3 clusters Score -982421.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -983011.750000 Penalty: 4668.460449
	Iteration 5F: 3 clusters Score -983011.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -983522.000000 Penalty: 4668.460449
	Iteration 6F: 3 clusters Score -983522 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -983865.625000 Penalty: 4668.460449
	Iteration 7Q: 3 clusters Score -983865.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -984096.000000 Penalty: 4668.460449
	Iteration 8Q: 3 clusters Score -984096 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -984246.937500 Penalty: 4668.460449
	Iteration 9Q: 3 clusters Score -984246.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -984348.500000 Penalty: 4668.460449
	Iteration 10Q: 3 clusters Score -984348.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -984431.937500 Penalty: 4668.460449
	Iteration 11Q: 3 clusters Score -984431.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -984516.000000 Penalty: 4668.460449
	Iteration 12Q: 3 clusters Score -984516 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -984606.500000 Penalty: 4668.460449
	Iteration 13Q: 3 clusters Score -984606.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -984699.750000 Penalty: 4668.460449
	Iteration 14Q: 3 clusters Score -984699.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -984783.562500 Penalty: 4668.460449
	Iteration 15Q: 3 clusters Score -984783.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -984857.875000 Penalty: 4668.460449
	Iteration 16Q: 3 clusters Score -984857.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -984928.875000 Penalty: 4668.460449
	Iteration 17Q: 3 clusters Score -984928.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -984980.937500 Penalty: 4668.460449
	Iteration 18Q: 3 clusters Score -984980.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -985027.187500 Penalty: 4668.460449
	Iteration 19Q: 3 clusters Score -985027.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -985072.125000 Penalty: 4668.460449
	Iteration 20F: 3 clusters Score -985072.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -985103.937500 Penalty: 4668.460449
	Iteration 21Q: 3 clusters Score -985103.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -985137.000000 Penalty: 4668.460449
	Iteration 22Q: 3 clusters Score -985137 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -985164.562500 Penalty: 4668.460449
	Iteration 23Q: 3 clusters Score -985164.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -985188.687500 Penalty: 4668.460449
	Iteration 24Q: 3 clusters Score -985188.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -985211.687500 Penalty: 4668.460449
	Iteration 25Q: 3 clusters Score -985211.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -985227.875000 Penalty: 4668.460449
	Iteration 26Q: 3 clusters Score -985227.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -985238.062500 Penalty: 4668.460449
	Iteration 27Q: 3 clusters Score -985238.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -985251.062500 Penalty: 4668.460449
	Iteration 28Q: 3 clusters Score -985251.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -985257.125000 Penalty: 4668.460449
	Iteration 29Q: 3 clusters Score -985257.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -985265.000000 Penalty: 4668.460449
	Iteration 30Q: 3 clusters Score -985265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -985275.500000 Penalty: 4668.460449
	Iteration 31Q: 3 clusters Score -985275.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -985280.937500 Penalty: 4668.460449
	Iteration 32Q: 3 clusters Score -985280.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -985283.625000 Penalty: 4668.460449
	Iteration 33Q: 3 clusters Score -985283.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -985287.875000 Penalty: 4668.460449
	Iteration 34Q: 3 clusters Score -985287.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -985291.812500 Penalty: 4668.460449
	Iteration 35Q: 3 clusters Score -985291.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -985297.937500 Penalty: 4668.460449
	Iteration 36Q: 3 clusters Score -985297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -985299.187500 Penalty: 4668.460449
	Iteration 37Q: 3 clusters Score -985299.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -985300.562500 Penalty: 4668.460449
	Iteration 38Q: 3 clusters Score -985300.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -985305.000000 Penalty: 4668.460449
	Iteration 39Q: 3 clusters Score -985305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -985312.187500 Penalty: 4668.460449
	Iteration 40F: 3 clusters Score -985312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -985316.250000 Penalty: 4668.460449
	Iteration 41Q: 3 clusters Score -985316.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -985320.625000 Penalty: 4668.460449
	Iteration 42Q: 3 clusters Score -985320.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -985318.625000 Penalty: 4668.460449
	Iteration 43Q: 3 clusters Score -985318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -985319.312500 Penalty: 4668.460449
	Iteration 44Q: 3 clusters Score -985319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -985319.562500 Penalty: 4668.460449
	Iteration 45Q: 3 clusters Score -985319.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -985324.062500 Penalty: 4668.460449
	Iteration 46Q: 3 clusters Score -985324.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -985326.812500 Penalty: 4668.460449
	Iteration 47Q: 3 clusters Score -985326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -985324.375000 Penalty: 4668.460449
	Iteration 48Q: 3 clusters Score -985324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -985325.750000 Penalty: 4668.460449
	Iteration 49Q: 3 clusters Score -985325.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -985329.125000 Penalty: 4668.460449
	Iteration 50Q: 3 clusters Score -985329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -985334.562500 Penalty: 4668.460449
	Iteration 51Q: 3 clusters Score -985334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -985331.937500 Penalty: 4668.460449
	Iteration 52Q: 3 clusters Score -985331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -985332.437500 Penalty: 4668.460449
	Iteration 53Q: 3 clusters Score -985332.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -985334.375000 Penalty: 4668.460449
	Iteration 54Q: 3 clusters Score -985334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -985338.062500 Penalty: 4668.460449
	Iteration 55Q: 3 clusters Score -985338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -985338.937500 Penalty: 4668.460449
	Iteration 56Q: 3 clusters Score -985338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -985336.625000 Penalty: 4668.460449
	Iteration 57Q: 3 clusters Score -985336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -985338.437500 Penalty: 4668.460449
	Iteration 58Q: 3 clusters Score -985338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -985336.937500 Penalty: 4668.460449
	Iteration 59Q: 3 clusters Score -985336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -985340.187500 Penalty: 4668.460449
	Iteration 60F: 3 clusters Score -985340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -985342.500000 Penalty: 4668.460449
	Iteration 61Q: 3 clusters Score -985342.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -985342.312500 Penalty: 4668.460449
	Iteration 62Q: 3 clusters Score -985342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -985341.187500 Penalty: 4668.460449
	Iteration 63Q: 3 clusters Score -985341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -985342.062500 Penalty: 4668.460449
	Iteration 64Q: 3 clusters Score -985342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -985342.750000 Penalty: 4668.460449
	Iteration 65Q: 3 clusters Score -985342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -985346.375000 Penalty: 4668.460449
	Iteration 66Q: 3 clusters Score -985346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -985346.750000 Penalty: 4668.460449
	Iteration 67Q: 3 clusters Score -985346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -985348.500000 Penalty: 4668.460449
	Iteration 68Q: 3 clusters Score -985348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -985348.125000 Penalty: 4668.460449
	Iteration 69Q: 3 clusters Score -985348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -985350.375000 Penalty: 4668.460449
	Iteration 70Q: 3 clusters Score -985350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -985350.750000 Penalty: 4668.460449
	Iteration 71Q: 3 clusters Score -985350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -985352.062500 Penalty: 4668.460449
	Iteration 72Q: 3 clusters Score -985352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -985353.312500 Penalty: 4668.460449
	Iteration 73Q: 3 clusters Score -985353.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -985352.750000 Penalty: 4668.460449
	Iteration 74Q: 3 clusters Score -985352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -985353.000000 Penalty: 4668.460449
	Iteration 75Q: 3 clusters Score -985353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -985354.312500 Penalty: 4668.460449
	Iteration 76Q: 3 clusters Score -985354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -985355.375000 Penalty: 4668.460449
	Iteration 77Q: 3 clusters Score -985355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -985354.500000 Penalty: 4668.460449
	Iteration 78Q: 3 clusters Score -985354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -985351.375000 Penalty: 4668.460449
	Iteration 79Q: 3 clusters Score -985351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -985351.375000 Penalty: 4668.460449
	Iteration 80F: 3 clusters Score -985351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -166016.359375 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -166016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -163246.375000 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -163246.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -163831.187500 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -163831.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -164059.765625 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -164059.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -164301.156250 Penalty: 3822.033447
	Iteration 3F: 3 clusters Score -164301.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -164548.078125 Penalty: 3822.033447
	Iteration 4F: 3 clusters Score -164548.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -164735.109375 Penalty: 3822.033447
	Iteration 5F: 3 clusters Score -164735.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -164882.046875 Penalty: 3822.033447
	Iteration 6F: 3 clusters Score -164882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164954.812500 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -164954.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -164996.062500 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -164996.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165026.734375 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -165026.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165041.375000 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -165041.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165057.640625 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -165057.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -165076.562500 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -165076.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -165093.359375 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -165093.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165108.812500 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -165108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165123.281250 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -165123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165127.546875 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -165127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165130.781250 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -165130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165134.187500 Penalty: 3822.033447
	Iteration 18Q: 3 clusters Score -165134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165135.812500 Penalty: 3822.033447
	Iteration 19Q: 3 clusters Score -165135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -165137.156250 Penalty: 3822.033447
	Iteration 20F: 3 clusters Score -165137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -172316.828125 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -172316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -169456.828125 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -169456.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -170061.203125 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -170061.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -170271.171875 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -170271.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -170445.265625 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -170445.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -170566.109375 Penalty: 3851.511719
	Iteration 4Q: 3 clusters Score -170566.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -170651.046875 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -170651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170710.828125 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -170710.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -170763.218750 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -170763.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -170814.734375 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -170814.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -170852.937500 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -170852.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -170897.921875 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -170897.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170933.296875 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -170933.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170960.203125 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -170960.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -170981.250000 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -170981.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171008.312500 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -171008.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -171020.890625 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -171020.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -171029.031250 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -171029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -171039.312500 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -171039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -171044.906250 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -171044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -171051.609375 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -171051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -171060.218750 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -171060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -171064.187500 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -171064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171067.171875 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -171067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171068.093750 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -171068.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171068.093750 Penalty: 3851.511719
	Iteration 24F: 3 clusters Score -171068.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Entering Unmasked Estep 
Score: -557503.687500 Penalty: 2200.724121
	Iteration 0F: 2 clusters Score -557503.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -551681.437500 Penalty: 4401.448242
	Iteration 0F: 3 clusters Score -551681.4 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -553208.312500 Penalty: 4401.448242
	Iteration 1F: 3 clusters Score -553208.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -553444.312500 Penalty: 4401.448242
	Iteration 2F: 3 clusters Score -553444.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -553602.000000 Penalty: 4401.448242
	Iteration 3Q: 3 clusters Score -553602 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -553722.937500 Penalty: 4401.448242
	Iteration 4Q: 3 clusters Score -553722.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -553818.687500 Penalty: 4401.448242
	Iteration 5Q: 3 clusters Score -553818.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -553896.062500 Penalty: 4401.448242
	Iteration 6Q: 3 clusters Score -553896.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -553964.250000 Penalty: 4401.448242
	Iteration 7Q: 3 clusters Score -553964.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -554032.812500 Penalty: 4401.448242
	Iteration 8Q: 3 clusters Score -554032.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -554085.562500 Penalty: 4401.448242
	Iteration 9Q: 3 clusters Score -554085.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -554132.187500 Penalty: 4401.448242
	Iteration 10Q: 3 clusters Score -554132.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -554179.375000 Penalty: 4401.448242
	Iteration 11Q: 3 clusters Score -554179.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -554221.062500 Penalty: 4401.448242
	Iteration 12Q: 3 clusters Score -554221.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -554255.625000 Penalty: 4401.448242
	Iteration 13Q: 3 clusters Score -554255.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -554290.625000 Penalty: 4401.448242
	Iteration 14Q: 3 clusters Score -554290.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -554322.312500 Penalty: 4401.448242
	Iteration 15Q: 3 clusters Score -554322.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -554362.062500 Penalty: 4401.448242
	Iteration 16Q: 3 clusters Score -554362.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -554411.562500 Penalty: 4401.448242
	Iteration 17Q: 3 clusters Score -554411.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -554465.000000 Penalty: 4401.448242
	Iteration 18Q: 3 clusters Score -554465 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -554516.375000 Penalty: 4401.448242
	Iteration 19Q: 3 clusters Score -554516.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -554566.062500 Penalty: 4401.448242
	Iteration 20F: 3 clusters Score -554566.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -554630.750000 Penalty: 4401.448242
	Iteration 21Q: 3 clusters Score -554630.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -554701.500000 Penalty: 4401.448242
	Iteration 22Q: 3 clusters Score -554701.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -554761.812500 Penalty: 4401.448242
	Iteration 23Q: 3 clusters Score -554761.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -554824.812500 Penalty: 4401.448242
	Iteration 24Q: 3 clusters Score -554824.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -554882.062500 Penalty: 4401.448242
	Iteration 25Q: 3 clusters Score -554882.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -554928.000000 Penalty: 4401.448242
	Iteration 26Q: 3 clusters Score -554928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -554965.812500 Penalty: 4401.448242
	Iteration 27Q: 3 clusters Score -554965.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -555010.562500 Penalty: 4401.448242
	Iteration 28Q: 3 clusters Score -555010.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -555060.500000 Penalty: 4401.448242
	Iteration 29Q: 3 clusters Score -555060.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -555103.625000 Penalty: 4401.448242
	Iteration 30Q: 3 clusters Score -555103.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -555150.562500 Penalty: 4401.448242
	Iteration 31Q: 3 clusters Score -555150.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -555198.125000 Penalty: 4401.448242
	Iteration 32Q: 3 clusters Score -555198.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -555236.250000 Penalty: 4401.448242
	Iteration 33Q: 3 clusters Score -555236.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -555273.312500 Penalty: 4401.448242
	Iteration 34Q: 3 clusters Score -555273.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -555300.562500 Penalty: 4401.448242
	Iteration 35Q: 3 clusters Score -555300.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -555331.250000 Penalty: 4401.448242
	Iteration 36Q: 3 clusters Score -555331.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -555367.000000 Penalty: 4401.448242
	Iteration 37Q: 3 clusters Score -555367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -555401.375000 Penalty: 4401.448242
	Iteration 38Q: 3 clusters Score -555401.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -555441.812500 Penalty: 4401.448242
	Iteration 39Q: 3 clusters Score -555441.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -555466.750000 Penalty: 4401.448242
	Iteration 40F: 3 clusters Score -555466.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -555484.000000 Penalty: 4401.448242
	Iteration 41Q: 3 clusters Score -555484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -555500.375000 Penalty: 4401.448242
	Iteration 42Q: 3 clusters Score -555500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -555511.750000 Penalty: 4401.448242
	Iteration 43Q: 3 clusters Score -555511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -555532.562500 Penalty: 4401.448242
	Iteration 44Q: 3 clusters Score -555532.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -555541.062500 Penalty: 4401.448242
	Iteration 45Q: 3 clusters Score -555541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -555549.062500 Penalty: 4401.448242
	Iteration 46Q: 3 clusters Score -555549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -555551.000000 Penalty: 4401.448242
	Iteration 47Q: 3 clusters Score -555551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -555554.375000 Penalty: 4401.448242
	Iteration 48Q: 3 clusters Score -555554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -555560.312500 Penalty: 4401.448242
	Iteration 49Q: 3 clusters Score -555560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -555563.312500 Penalty: 4401.448242
	Iteration 50Q: 3 clusters Score -555563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -555567.312500 Penalty: 4401.448242
	Iteration 51Q: 3 clusters Score -555567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -555569.062500 Penalty: 4401.448242
	Iteration 52Q: 3 clusters Score -555569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -555569.062500 Penalty: 4401.448242
	Iteration 53Q: 3 clusters Score -555569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -555569.062500 Penalty: 4401.448242
	Iteration 54F: 3 clusters Score -555569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (38449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Entering Unmasked Estep 
Score: -3084601.250000 Penalty: 2618.157715
	Iteration 0F: 2 clusters Score -3084601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3058541.250000 Penalty: 5236.315430
	Iteration 0F: 3 clusters Score -3058541 nChanged 17516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3067998.000000 Penalty: 5236.315430
	Iteration 1F: 3 clusters Score -3067998 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3068511.000000 Penalty: 5236.315430
	Iteration 2Q: 3 clusters Score -3068511 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3068995.750000 Penalty: 5236.315430
	Iteration 3Q: 3 clusters Score -3068996 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3069506.750000 Penalty: 5236.315430
	Iteration 4Q: 3 clusters Score -3069507 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3070007.750000 Penalty: 5236.315430
	Iteration 5Q: 3 clusters Score -3070008 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3070611.500000 Penalty: 5236.315430
	Iteration 6Q: 3 clusters Score -3070612 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3071371.750000 Penalty: 5236.315430
	Iteration 7Q: 3 clusters Score -3071372 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3072244.750000 Penalty: 5236.315430
	Iteration 8Q: 3 clusters Score -3072245 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3073378.000000 Penalty: 5236.315430
	Iteration 9Q: 3 clusters Score -3073378 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3074685.250000 Penalty: 5236.315430
	Iteration 10F: 3 clusters Score -3074685 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3075989.500000 Penalty: 5236.315430
	Iteration 11F: 3 clusters Score -3075990 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3077040.250000 Penalty: 5236.315430
	Iteration 12Q: 3 clusters Score -3077040 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3077758.000000 Penalty: 5236.315430
	Iteration 13Q: 3 clusters Score -3077758 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3078308.500000 Penalty: 5236.315430
	Iteration 14Q: 3 clusters Score -3078308 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3078692.500000 Penalty: 5236.315430
	Iteration 15Q: 3 clusters Score -3078692 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3078982.000000 Penalty: 5236.315430
	Iteration 16Q: 3 clusters Score -3078982 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3079213.250000 Penalty: 5236.315430
	Iteration 17Q: 3 clusters Score -3079213 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3079418.000000 Penalty: 5236.315430
	Iteration 18Q: 3 clusters Score -3079418 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3079573.500000 Penalty: 5236.315430
	Iteration 19Q: 3 clusters Score -3079574 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3079731.750000 Penalty: 5236.315430
	Iteration 20F: 3 clusters Score -3079732 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3079871.500000 Penalty: 5236.315430
	Iteration 21Q: 3 clusters Score -3079872 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3079966.750000 Penalty: 5236.315430
	Iteration 22Q: 3 clusters Score -3079967 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3080061.000000 Penalty: 5236.315430
	Iteration 23Q: 3 clusters Score -3080061 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3080141.500000 Penalty: 5236.315430
	Iteration 24Q: 3 clusters Score -3080142 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3080222.000000 Penalty: 5236.315430
	Iteration 25Q: 3 clusters Score -3080222 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3080307.750000 Penalty: 5236.315430
	Iteration 26Q: 3 clusters Score -3080308 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3080395.250000 Penalty: 5236.315430
	Iteration 27Q: 3 clusters Score -3080395 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -3080480.250000 Penalty: 5236.315430
	Iteration 28Q: 3 clusters Score -3080480 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -3080547.500000 Penalty: 5236.315430
	Iteration 29Q: 3 clusters Score -3080548 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3080622.000000 Penalty: 5236.315430
	Iteration 30Q: 3 clusters Score -3080622 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3080667.250000 Penalty: 5236.315430
	Iteration 31Q: 3 clusters Score -3080667 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3080702.000000 Penalty: 5236.315430
	Iteration 32Q: 3 clusters Score -3080702 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3080741.750000 Penalty: 5236.315430
	Iteration 33Q: 3 clusters Score -3080742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3080781.750000 Penalty: 5236.315430
	Iteration 34Q: 3 clusters Score -3080782 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3080841.500000 Penalty: 5236.315430
	Iteration 35Q: 3 clusters Score -3080842 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3080880.250000 Penalty: 5236.315430
	Iteration 36Q: 3 clusters Score -3080880 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3080928.000000 Penalty: 5236.315430
	Iteration 37Q: 3 clusters Score -3080928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3080950.000000 Penalty: 5236.315430
	Iteration 38Q: 3 clusters Score -3080950 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3080994.000000 Penalty: 5236.315430
	Iteration 39Q: 3 clusters Score -3080994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3081033.000000 Penalty: 5236.315430
	Iteration 40F: 3 clusters Score -3081033 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3081055.000000 Penalty: 5236.315430
	Iteration 41Q: 3 clusters Score -3081055 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3081081.750000 Penalty: 5236.315430
	Iteration 42Q: 3 clusters Score -3081082 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3081115.500000 Penalty: 5236.315430
	Iteration 43Q: 3 clusters Score -3081116 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -3081175.000000 Penalty: 5236.315430
	Iteration 44Q: 3 clusters Score -3081175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3081200.500000 Penalty: 5236.315430
	Iteration 45Q: 3 clusters Score -3081200 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -3081241.250000 Penalty: 5236.315430
	Iteration 46Q: 3 clusters Score -3081241 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3081280.750000 Penalty: 5236.315430
	Iteration 47Q: 3 clusters Score -3081281 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3081336.500000 Penalty: 5236.315430
	Iteration 48Q: 3 clusters Score -3081336 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3081382.750000 Penalty: 5236.315430
	Iteration 49Q: 3 clusters Score -3081383 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3081448.000000 Penalty: 5236.315430
	Iteration 50Q: 3 clusters Score -3081448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3081495.250000 Penalty: 5236.315430
	Iteration 51Q: 3 clusters Score -3081495 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3081533.250000 Penalty: 5236.315430
	Iteration 52Q: 3 clusters Score -3081533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -3081590.500000 Penalty: 5236.315430
	Iteration 53Q: 3 clusters Score -3081590 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -3081634.750000 Penalty: 5236.315430
	Iteration 54Q: 3 clusters Score -3081635 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3081679.750000 Penalty: 5236.315430
	Iteration 55Q: 3 clusters Score -3081680 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3081734.500000 Penalty: 5236.315430
	Iteration 56Q: 3 clusters Score -3081734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3081786.250000 Penalty: 5236.315430
	Iteration 57Q: 3 clusters Score -3081786 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -3081831.250000 Penalty: 5236.315430
	Iteration 58Q: 3 clusters Score -3081831 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -3081885.000000 Penalty: 5236.315430
	Iteration 59Q: 3 clusters Score -3081885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3081910.250000 Penalty: 5236.315430
	Iteration 60F: 3 clusters Score -3081910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3081968.500000 Penalty: 5236.315430
	Iteration 61Q: 3 clusters Score -3081968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3082018.500000 Penalty: 5236.315430
	Iteration 62Q: 3 clusters Score -3082018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -3082071.750000 Penalty: 5236.315430
	Iteration 63Q: 3 clusters Score -3082072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -3082088.250000 Penalty: 5236.315430
	Iteration 64Q: 3 clusters Score -3082088 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -3082107.500000 Penalty: 5236.315430
	Iteration 65Q: 3 clusters Score -3082108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3082136.500000 Penalty: 5236.315430
	Iteration 66Q: 3 clusters Score -3082136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -3082157.000000 Penalty: 5236.315430
	Iteration 67Q: 3 clusters Score -3082157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3082188.000000 Penalty: 5236.315430
	Iteration 68Q: 3 clusters Score -3082188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3082202.250000 Penalty: 5236.315430
	Iteration 69Q: 3 clusters Score -3082202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -3082230.500000 Penalty: 5236.315430
	Iteration 70Q: 3 clusters Score -3082230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3082268.750000 Penalty: 5236.315430
	Iteration 71Q: 3 clusters Score -3082269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -3082303.500000 Penalty: 5236.315430
	Iteration 72Q: 3 clusters Score -3082304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -3082327.250000 Penalty: 5236.315430
	Iteration 73Q: 3 clusters Score -3082327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -3082370.750000 Penalty: 5236.315430
	Iteration 74Q: 3 clusters Score -3082371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -3082409.250000 Penalty: 5236.315430
	Iteration 75Q: 3 clusters Score -3082409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -3082448.000000 Penalty: 5236.315430
	Iteration 76Q: 3 clusters Score -3082448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -3082500.250000 Penalty: 5236.315430
	Iteration 77Q: 3 clusters Score -3082500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -3082536.000000 Penalty: 5236.315430
	Iteration 78Q: 3 clusters Score -3082536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -3082581.250000 Penalty: 5236.315430
	Iteration 79Q: 3 clusters Score -3082581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -3082610.500000 Penalty: 5236.315430
	Iteration 80F: 3 clusters Score -3082610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -3082653.750000 Penalty: 5236.315430
	Iteration 81Q: 3 clusters Score -3082654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3082677.750000 Penalty: 5236.315430
	Iteration 82Q: 3 clusters Score -3082678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -3082687.750000 Penalty: 5236.315430
	Iteration 83Q: 3 clusters Score -3082688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3082695.750000 Penalty: 5236.315430
	Iteration 84Q: 3 clusters Score -3082696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3082708.250000 Penalty: 5236.315430
	Iteration 85Q: 3 clusters Score -3082708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -3082720.250000 Penalty: 5236.315430
	Iteration 86Q: 3 clusters Score -3082720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -3082730.250000 Penalty: 5236.315430
	Iteration 87Q: 3 clusters Score -3082730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -3082736.000000 Penalty: 5236.315430
	Iteration 88Q: 3 clusters Score -3082736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -3082741.500000 Penalty: 5236.315430
	Iteration 89Q: 3 clusters Score -3082742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -3082750.000000 Penalty: 5236.315430
	Iteration 90Q: 3 clusters Score -3082750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -3082750.750000 Penalty: 5236.315430
	Iteration 91Q: 3 clusters Score -3082751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3082748.500000 Penalty: 5236.315430
	Iteration 92Q: 3 clusters Score -3082748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -3082752.750000 Penalty: 5236.315430
	Iteration 93Q: 3 clusters Score -3082753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -3082758.500000 Penalty: 5236.315430
	Iteration 94Q: 3 clusters Score -3082758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -3082766.500000 Penalty: 5236.315430
	Iteration 95Q: 3 clusters Score -3082766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3082763.000000 Penalty: 5236.315430
	Iteration 96Q: 3 clusters Score -3082763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -3082761.500000 Penalty: 5236.315430
	Iteration 97Q: 3 clusters Score -3082762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -3082769.500000 Penalty: 5236.315430
	Iteration 98Q: 3 clusters Score -3082770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -3082773.500000 Penalty: 5236.315430
	Iteration 99Q: 3 clusters Score -3082774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -3082773.500000 Penalty: 5236.315430
	Iteration 100F: 3 clusters Score -3082774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3082777.250000 Penalty: 5236.315430
	Iteration 101Q: 3 clusters Score -3082777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -3082779.000000 Penalty: 5236.315430
	Iteration 102Q: 3 clusters Score -3082779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -3082778.500000 Penalty: 5236.315430
	Iteration 103Q: 3 clusters Score -3082778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -3082781.750000 Penalty: 5236.315430
	Iteration 104Q: 3 clusters Score -3082782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -3082781.500000 Penalty: 5236.315430
	Iteration 105Q: 3 clusters Score -3082782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -3082782.750000 Penalty: 5236.315430
	Iteration 106Q: 3 clusters Score -3082783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -3082782.750000 Penalty: 5236.315430
	Iteration 107F: 3 clusters Score -3082783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -138744.140625 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -138744.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -136551.437500 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -136551.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137014.703125 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -137014.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -137227.843750 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -137227.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137369.765625 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -137369.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137447.593750 Penalty: 3645.218506
	Iteration 4Q: 3 clusters Score -137447.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -137482.937500 Penalty: 3645.218506
	Iteration 5Q: 3 clusters Score -137482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -137499.812500 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -137499.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -137514.750000 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -137514.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -137535.031250 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -137535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -137551.515625 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -137551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -137560.656250 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -137560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -137567.953125 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -137568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -137573.421875 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -137573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -137575.890625 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -137575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -137577.265625 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -137577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -137577.265625 Penalty: 3645.218506
	Iteration 15F: 3 clusters Score -137577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -365515.843750 Penalty: 2038.993408
	Iteration 0F: 2 clusters Score -365515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361811.218750 Penalty: 4077.986816
	Iteration 0F: 3 clusters Score -361811.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -362658.906250 Penalty: 4077.986816
	Iteration 1F: 3 clusters Score -362658.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -362895.625000 Penalty: 4077.986816
	Iteration 2F: 3 clusters Score -362895.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -363076.218750 Penalty: 4077.986816
	Iteration 3F: 3 clusters Score -363076.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -363210.062500 Penalty: 4077.986816
	Iteration 4Q: 3 clusters Score -363210.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -363311.937500 Penalty: 4077.986816
	Iteration 5Q: 3 clusters Score -363311.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -363392.500000 Penalty: 4077.986816
	Iteration 6Q: 3 clusters Score -363392.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -363448.468750 Penalty: 4077.986816
	Iteration 7Q: 3 clusters Score -363448.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -363502.468750 Penalty: 4077.986816
	Iteration 8Q: 3 clusters Score -363502.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -363562.250000 Penalty: 4077.986816
	Iteration 9Q: 3 clusters Score -363562.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -363624.437500 Penalty: 4077.986816
	Iteration 10Q: 3 clusters Score -363624.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -363686.156250 Penalty: 4077.986816
	Iteration 11Q: 3 clusters Score -363686.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -363773.156250 Penalty: 4077.986816
	Iteration 12Q: 3 clusters Score -363773.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -363903.218750 Penalty: 4077.986816
	Iteration 13Q: 3 clusters Score -363903.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -364142.406250 Penalty: 4077.986816
	Iteration 14Q: 3 clusters Score -364142.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -364404.843750 Penalty: 4077.986816
	Iteration 15Q: 3 clusters Score -364404.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -364554.125000 Penalty: 4077.986816
	Iteration 16Q: 3 clusters Score -364554.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -364627.562500 Penalty: 4077.986816
	Iteration 17Q: 3 clusters Score -364627.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -364666.031250 Penalty: 4077.986816
	Iteration 18Q: 3 clusters Score -364666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -364693.093750 Penalty: 4077.986816
	Iteration 19Q: 3 clusters Score -364693.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -364729.125000 Penalty: 4077.986816
	Iteration 20F: 3 clusters Score -364729.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -364765.312500 Penalty: 4077.986816
	Iteration 21Q: 3 clusters Score -364765.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -364801.843750 Penalty: 4077.986816
	Iteration 22Q: 3 clusters Score -364801.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -364826.375000 Penalty: 4077.986816
	Iteration 23Q: 3 clusters Score -364826.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -364848.437500 Penalty: 4077.986816
	Iteration 24Q: 3 clusters Score -364848.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -364868.437500 Penalty: 4077.986816
	Iteration 25Q: 3 clusters Score -364868.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -364880.250000 Penalty: 4077.986816
	Iteration 26Q: 3 clusters Score -364880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -364884.125000 Penalty: 4077.986816
	Iteration 27Q: 3 clusters Score -364884.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -364888.312500 Penalty: 4077.986816
	Iteration 28Q: 3 clusters Score -364888.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -364894.906250 Penalty: 4077.986816
	Iteration 29Q: 3 clusters Score -364894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -364898.562500 Penalty: 4077.986816
	Iteration 30Q: 3 clusters Score -364898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -364899.500000 Penalty: 4077.986816
	Iteration 31Q: 3 clusters Score -364899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -364900.812500 Penalty: 4077.986816
	Iteration 32Q: 3 clusters Score -364900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -364905.562500 Penalty: 4077.986816
	Iteration 33Q: 3 clusters Score -364905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -364907.468750 Penalty: 4077.986816
	Iteration 34Q: 3 clusters Score -364907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -364908.562500 Penalty: 4077.986816
	Iteration 35Q: 3 clusters Score -364908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -364909.718750 Penalty: 4077.986816
	Iteration 36Q: 3 clusters Score -364909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -364909.968750 Penalty: 4077.986816
	Iteration 37Q: 3 clusters Score -364910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -364910.718750 Penalty: 4077.986816
	Iteration 38Q: 3 clusters Score -364910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -364910.718750 Penalty: 4077.986816
	Iteration 39F: 3 clusters Score -364910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -929519.250000 Penalty: 2326.824951
	Iteration 0F: 2 clusters Score -929519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -920751.000000 Penalty: 4653.649902
	Iteration 0F: 3 clusters Score -920751 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -923519.937500 Penalty: 4653.649902
	Iteration 1F: 3 clusters Score -923519.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -923965.000000 Penalty: 4653.649902
	Iteration 2F: 3 clusters Score -923965 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -924407.187500 Penalty: 4653.649902
	Iteration 3F: 3 clusters Score -924407.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -924926.687500 Penalty: 4653.649902
	Iteration 4F: 3 clusters Score -924926.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -925484.187500 Penalty: 4653.649902
	Iteration 5F: 3 clusters Score -925484.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -926079.187500 Penalty: 4653.649902
	Iteration 6F: 3 clusters Score -926079.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -926666.562500 Penalty: 4653.649902
	Iteration 7F: 3 clusters Score -926666.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -927235.062500 Penalty: 4653.649902
	Iteration 8F: 3 clusters Score -927235.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -927751.562500 Penalty: 4653.649902
	Iteration 9F: 3 clusters Score -927751.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -928200.500000 Penalty: 4653.649902
	Iteration 10Q: 3 clusters Score -928200.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -928546.937500 Penalty: 4653.649902
	Iteration 11Q: 3 clusters Score -928546.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -928754.812500 Penalty: 4653.649902
	Iteration 12Q: 3 clusters Score -928754.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -928866.375000 Penalty: 4653.649902
	Iteration 13Q: 3 clusters Score -928866.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -928931.125000 Penalty: 4653.649902
	Iteration 14Q: 3 clusters Score -928931.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -928992.687500 Penalty: 4653.649902
	Iteration 15Q: 3 clusters Score -928992.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -929032.375000 Penalty: 4653.649902
	Iteration 16Q: 3 clusters Score -929032.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -929055.875000 Penalty: 4653.649902
	Iteration 17Q: 3 clusters Score -929055.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -929066.187500 Penalty: 4653.649902
	Iteration 18Q: 3 clusters Score -929066.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -929079.562500 Penalty: 4653.649902
	Iteration 19Q: 3 clusters Score -929079.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -929086.937500 Penalty: 4653.649902
	Iteration 20F: 3 clusters Score -929086.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -929094.187500 Penalty: 4653.649902
	Iteration 21Q: 3 clusters Score -929094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -929096.750000 Penalty: 4653.649902
	Iteration 22Q: 3 clusters Score -929096.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -929097.437500 Penalty: 4653.649902
	Iteration 23Q: 3 clusters Score -929097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -929098.812500 Penalty: 4653.649902
	Iteration 24Q: 3 clusters Score -929098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -929097.812500 Penalty: 4653.649902
	Iteration 25Q: 3 clusters Score -929097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -929100.062500 Penalty: 4653.649902
	Iteration 26Q: 3 clusters Score -929100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -929098.125000 Penalty: 4653.649902
	Iteration 27Q: 3 clusters Score -929098.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -929101.187500 Penalty: 4653.649902
	Iteration 28Q: 3 clusters Score -929101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -929101.500000 Penalty: 4653.649902
	Iteration 29Q: 3 clusters Score -929101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -929101.500000 Penalty: 4653.649902
	Iteration 30F: 3 clusters Score -929101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Entering Unmasked Estep 
Score: -313877.906250 Penalty: 2057.419678
	Iteration 0F: 2 clusters Score -313877.9 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 1953 members 
Entering Unmasked Estep 
Score: -309987.687500 Penalty: 4114.839355
	Iteration 0F: 3 clusters Score -309987.7 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -310837.718750 Penalty: 4114.839355
	Iteration 1F: 3 clusters Score -310837.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -311016.343750 Penalty: 4114.839355
	Iteration 2F: 3 clusters Score -311016.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -311121.437500 Penalty: 4114.839355
	Iteration 3Q: 3 clusters Score -311121.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -311203.531250 Penalty: 4114.839355
	Iteration 4Q: 3 clusters Score -311203.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -311304.718750 Penalty: 4114.839355
	Iteration 5Q: 3 clusters Score -311304.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -311431.250000 Penalty: 4114.839355
	Iteration 6Q: 3 clusters Score -311431.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -311558.093750 Penalty: 4114.839355
	Iteration 7Q: 3 clusters Score -311558.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -311644.843750 Penalty: 4114.839355
	Iteration 8Q: 3 clusters Score -311644.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -311723.281250 Penalty: 4114.839355
	Iteration 9Q: 3 clusters Score -311723.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -311811.375000 Penalty: 4114.839355
	Iteration 10Q: 3 clusters Score -311811.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -311892.750000 Penalty: 4114.839355
	Iteration 11Q: 3 clusters Score -311892.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -311956.187500 Penalty: 4114.839355
	Iteration 12Q: 3 clusters Score -311956.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -312001.187500 Penalty: 4114.839355
	Iteration 13Q: 3 clusters Score -312001.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -312034.687500 Penalty: 4114.839355
	Iteration 14Q: 3 clusters Score -312034.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -312057.031250 Penalty: 4114.839355
	Iteration 15Q: 3 clusters Score -312057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -312072.562500 Penalty: 4114.839355
	Iteration 16Q: 3 clusters Score -312072.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -312082.906250 Penalty: 4114.839355
	Iteration 17Q: 3 clusters Score -312082.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -312093.093750 Penalty: 4114.839355
	Iteration 18Q: 3 clusters Score -312093.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -312104.125000 Penalty: 4114.839355
	Iteration 19Q: 3 clusters Score -312104.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -312115.437500 Penalty: 4114.839355
	Iteration 20F: 3 clusters Score -312115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -312121.875000 Penalty: 4114.839355
	Iteration 21Q: 3 clusters Score -312121.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -312132.375000 Penalty: 4114.839355
	Iteration 22Q: 3 clusters Score -312132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -312137.625000 Penalty: 4114.839355
	Iteration 23Q: 3 clusters Score -312137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -312142.125000 Penalty: 4114.839355
	Iteration 24Q: 3 clusters Score -312142.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -312145.437500 Penalty: 4114.839355
	Iteration 25Q: 3 clusters Score -312145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -312149.562500 Penalty: 4114.839355
	Iteration 26Q: 3 clusters Score -312149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -312151.125000 Penalty: 4114.839355
	Iteration 27Q: 3 clusters Score -312151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -312151.593750 Penalty: 4114.839355
	Iteration 28Q: 3 clusters Score -312151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -312152.375000 Penalty: 4114.839355
	Iteration 29Q: 3 clusters Score -312152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -312154.468750 Penalty: 4114.839355
	Iteration 30Q: 3 clusters Score -312154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -312154.406250 Penalty: 4114.839355
	Iteration 31Q: 3 clusters Score -312154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -312154.750000 Penalty: 4114.839355
	Iteration 32Q: 3 clusters Score -312154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -312155.281250 Penalty: 4114.839355
	Iteration 33Q: 3 clusters Score -312155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -312155.875000 Penalty: 4114.839355
	Iteration 34Q: 3 clusters Score -312155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -312156.531250 Penalty: 4114.839355
	Iteration 35Q: 3 clusters Score -312156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -312156.843750 Penalty: 4114.839355
	Iteration 36Q: 3 clusters Score -312156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -312157.250000 Penalty: 4114.839355
	Iteration 37Q: 3 clusters Score -312157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -312157.250000 Penalty: 4114.839355
	Iteration 38F: 3 clusters Score -312157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -72550.687500 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -72550.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -70732.414062 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -70732.41 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71131.101562 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -71131.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -71322.203125 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -71322.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71569.109375 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -71569.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71838.390625 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -71838.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71992.070312 Penalty: 3407.546387
	Iteration 5F: 3 clusters Score -71992.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72154.437500 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -72154.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -72239.062500 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -72239.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72275.601562 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -72275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72291.132812 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -72291.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72300.773438 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -72300.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -72305.796875 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -72305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -72308.476562 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -72308.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72312.226562 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -72312.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72312.226562 Penalty: 3407.546387
	Iteration 14F: 3 clusters Score -72312.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -204853.750000 Penalty: 1967.047729
	Iteration 0F: 2 clusters Score -204853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -201727.531250 Penalty: 3934.095459
	Iteration 0F: 3 clusters Score -201727.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -202368.828125 Penalty: 3934.095459
	Iteration 1F: 3 clusters Score -202368.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -202563.406250 Penalty: 3934.095459
	Iteration 2F: 3 clusters Score -202563.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -202678.656250 Penalty: 3934.095459
	Iteration 3Q: 3 clusters Score -202678.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -202779.890625 Penalty: 3934.095459
	Iteration 4Q: 3 clusters Score -202779.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -202844.203125 Penalty: 3934.095459
	Iteration 5Q: 3 clusters Score -202844.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -202891.437500 Penalty: 3934.095459
	Iteration 6Q: 3 clusters Score -202891.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -202937.296875 Penalty: 3934.095459
	Iteration 7Q: 3 clusters Score -202937.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -203003.218750 Penalty: 3934.095459
	Iteration 8Q: 3 clusters Score -203003.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -203068.500000 Penalty: 3934.095459
	Iteration 9Q: 3 clusters Score -203068.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -203119.421875 Penalty: 3934.095459
	Iteration 10Q: 3 clusters Score -203119.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -203167.234375 Penalty: 3934.095459
	Iteration 11Q: 3 clusters Score -203167.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -203227.343750 Penalty: 3934.095459
	Iteration 12Q: 3 clusters Score -203227.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -203288.953125 Penalty: 3934.095459
	Iteration 13Q: 3 clusters Score -203289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -203356.656250 Penalty: 3934.095459
	Iteration 14Q: 3 clusters Score -203356.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -203423.671875 Penalty: 3934.095459
	Iteration 15Q: 3 clusters Score -203423.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -203481.046875 Penalty: 3934.095459
	Iteration 16Q: 3 clusters Score -203481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -203547.578125 Penalty: 3934.095459
	Iteration 17Q: 3 clusters Score -203547.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -203594.203125 Penalty: 3934.095459
	Iteration 18Q: 3 clusters Score -203594.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -203628.578125 Penalty: 3934.095459
	Iteration 19Q: 3 clusters Score -203628.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -203651.859375 Penalty: 3934.095459
	Iteration 20F: 3 clusters Score -203651.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -203681.921875 Penalty: 3934.095459
	Iteration 21Q: 3 clusters Score -203681.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -203703.000000 Penalty: 3934.095459
	Iteration 22Q: 3 clusters Score -203703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -203717.906250 Penalty: 3934.095459
	Iteration 23Q: 3 clusters Score -203717.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -203730.546875 Penalty: 3934.095459
	Iteration 24Q: 3 clusters Score -203730.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -203740.640625 Penalty: 3934.095459
	Iteration 25Q: 3 clusters Score -203740.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -203747.296875 Penalty: 3934.095459
	Iteration 26Q: 3 clusters Score -203747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -203754.437500 Penalty: 3934.095459
	Iteration 27Q: 3 clusters Score -203754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -203757.218750 Penalty: 3934.095459
	Iteration 28Q: 3 clusters Score -203757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -203758.656250 Penalty: 3934.095459
	Iteration 29Q: 3 clusters Score -203758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -203760.234375 Penalty: 3934.095459
	Iteration 30Q: 3 clusters Score -203760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -203760.234375 Penalty: 3934.095459
	Iteration 31F: 3 clusters Score -203760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Entering Unmasked Estep 
Score: -548219.812500 Penalty: 2208.281006
	Iteration 0F: 2 clusters Score -548219.8 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 3711 members 
Entering Unmasked Estep 
Score: -542218.687500 Penalty: 4416.562012
	Iteration 0F: 3 clusters Score -542218.7 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -543961.375000 Penalty: 4416.562012
	Iteration 1F: 3 clusters Score -543961.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -544359.875000 Penalty: 4416.562012
	Iteration 2F: 3 clusters Score -544359.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -544714.687500 Penalty: 4416.562012
	Iteration 3F: 3 clusters Score -544714.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -545170.812500 Penalty: 4416.562012
	Iteration 4F: 3 clusters Score -545170.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -545736.812500 Penalty: 4416.562012
	Iteration 5F: 3 clusters Score -545736.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -546270.750000 Penalty: 4416.562012
	Iteration 6F: 3 clusters Score -546270.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -546650.062500 Penalty: 4416.562012
	Iteration 7F: 3 clusters Score -546650.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -546900.312500 Penalty: 4416.562012
	Iteration 8Q: 3 clusters Score -546900.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -547016.937500 Penalty: 4416.562012
	Iteration 9Q: 3 clusters Score -547016.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -547069.000000 Penalty: 4416.562012
	Iteration 10Q: 3 clusters Score -547069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -547099.125000 Penalty: 4416.562012
	Iteration 11Q: 3 clusters Score -547099.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -547112.500000 Penalty: 4416.562012
	Iteration 12Q: 3 clusters Score -547112.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -547121.875000 Penalty: 4416.562012
	Iteration 13Q: 3 clusters Score -547121.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -547124.312500 Penalty: 4416.562012
	Iteration 14Q: 3 clusters Score -547124.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -547130.812500 Penalty: 4416.562012
	Iteration 15Q: 3 clusters Score -547130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -547136.125000 Penalty: 4416.562012
	Iteration 16Q: 3 clusters Score -547136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -547136.875000 Penalty: 4416.562012
	Iteration 17Q: 3 clusters Score -547136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -547138.500000 Penalty: 4416.562012
	Iteration 18Q: 3 clusters Score -547138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -547139.375000 Penalty: 4416.562012
	Iteration 19Q: 3 clusters Score -547139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -547140.312500 Penalty: 4416.562012
	Iteration 20F: 3 clusters Score -547140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -547140.500000 Penalty: 4416.562012
	Iteration 21Q: 3 clusters Score -547140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -547140.062500 Penalty: 4416.562012
	Iteration 22Q: 3 clusters Score -547140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -547140.062500 Penalty: 4416.562012
	Iteration 23F: 3 clusters Score -547140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -346084.312500 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -346084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -341905.843750 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -341905.8 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -342839.343750 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -342839.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -343047.156250 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -343047.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -343189.250000 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -343189.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -343282.312500 Penalty: 4161.235352
	Iteration 4Q: 3 clusters Score -343282.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -343357.906250 Penalty: 4161.235352
	Iteration 5Q: 3 clusters Score -343357.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -343416.468750 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -343416.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -343459.437500 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -343459.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -343489.343750 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -343489.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -343524.156250 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -343524.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -343553.875000 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -343553.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -343578.687500 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -343578.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -343600.656250 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -343600.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -343631.968750 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -343632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -343668.031250 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -343668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -343715.250000 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -343715.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -343765.312500 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -343765.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -343813.218750 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -343813.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -343870.062500 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -343870.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -343917.875000 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -343917.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -343948.187500 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -343948.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -343987.593750 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -343987.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -344018.500000 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -344018.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -344044.968750 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -344045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -344074.687500 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -344074.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -344113.187500 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -344113.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -344173.187500 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -344173.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -344251.968750 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -344252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -344336.312500 Penalty: 4161.235352
	Iteration 28Q: 3 clusters Score -344336.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -344425.062500 Penalty: 4161.235352
	Iteration 29Q: 3 clusters Score -344425.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -344509.750000 Penalty: 4161.235352
	Iteration 30Q: 3 clusters Score -344509.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -344592.906250 Penalty: 4161.235352
	Iteration 31Q: 3 clusters Score -344592.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -344680.218750 Penalty: 4161.235352
	Iteration 32Q: 3 clusters Score -344680.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -344765.375000 Penalty: 4161.235352
	Iteration 33Q: 3 clusters Score -344765.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -344820.781250 Penalty: 4161.235352
	Iteration 34Q: 3 clusters Score -344820.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -344874.250000 Penalty: 4161.235352
	Iteration 35Q: 3 clusters Score -344874.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -344900.562500 Penalty: 4161.235352
	Iteration 36Q: 3 clusters Score -344900.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -344914.781250 Penalty: 4161.235352
	Iteration 37Q: 3 clusters Score -344914.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -344928.343750 Penalty: 4161.235352
	Iteration 38Q: 3 clusters Score -344928.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -344940.875000 Penalty: 4161.235352
	Iteration 39Q: 3 clusters Score -344940.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -344949.875000 Penalty: 4161.235352
	Iteration 40F: 3 clusters Score -344949.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -344958.562500 Penalty: 4161.235352
	Iteration 41Q: 3 clusters Score -344958.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -344968.500000 Penalty: 4161.235352
	Iteration 42Q: 3 clusters Score -344968.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -344977.375000 Penalty: 4161.235352
	Iteration 43Q: 3 clusters Score -344977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -344981.750000 Penalty: 4161.235352
	Iteration 44Q: 3 clusters Score -344981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -344985.000000 Penalty: 4161.235352
	Iteration 45Q: 3 clusters Score -344985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -344988.968750 Penalty: 4161.235352
	Iteration 46Q: 3 clusters Score -344989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -344990.718750 Penalty: 4161.235352
	Iteration 47Q: 3 clusters Score -344990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -344990.906250 Penalty: 4161.235352
	Iteration 48Q: 3 clusters Score -344990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -344991.250000 Penalty: 4161.235352
	Iteration 49Q: 3 clusters Score -344991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -344991.250000 Penalty: 4161.235352
	Iteration 50F: 3 clusters Score -344991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -180927.984375 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -180928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178245.015625 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -178245 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -178846.953125 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -178847 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -179151.468750 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -179151.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179442.171875 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -179442.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -179751.187500 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -179751.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -179997.265625 Penalty: 3796.603760
	Iteration 5F: 3 clusters Score -179997.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -180106.609375 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -180106.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180158.078125 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -180158.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180180.734375 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -180180.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180191.687500 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -180191.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180197.484375 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -180197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180203.375000 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -180203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180205.875000 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -180205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180208.718750 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -180208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -180210.046875 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -180210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180212.359375 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -180212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180213.265625 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -180213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -180216.234375 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -180216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -180217.656250 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -180217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180219.437500 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -180219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180221.781250 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -180221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -180223.437500 Penalty: 3796.603760
	Iteration 21Q: 3 clusters Score -180223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180224.093750 Penalty: 3796.603760
	Iteration 22Q: 3 clusters Score -180224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180224.093750 Penalty: 3796.603760
	Iteration 23F: 3 clusters Score -180224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -482971.406250 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -482971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -478392.875000 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -478392.9 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -479422.250000 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -479422.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -479664.843750 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -479664.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -479852.656250 Penalty: 4236.678711
	Iteration 3F: 3 clusters Score -479852.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -480020.781250 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -480020.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -480174.625000 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -480174.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -480325.687500 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -480325.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -480468.875000 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -480468.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -480596.593750 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -480596.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -480703.687500 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -480703.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -480786.187500 Penalty: 4236.678711
	Iteration 10Q: 3 clusters Score -480786.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -480868.781250 Penalty: 4236.678711
	Iteration 11Q: 3 clusters Score -480868.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -480941.250000 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -480941.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -480987.500000 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -480987.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -481022.968750 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -481023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -481051.281250 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -481051.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -481074.093750 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -481074.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -481087.062500 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -481087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -481095.625000 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -481095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -481102.593750 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -481102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -481108.125000 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -481108.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -481115.718750 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -481115.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -481123.500000 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -481123.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -481130.375000 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -481130.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -481137.062500 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -481137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -481143.875000 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -481143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -481151.281250 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -481151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -481153.125000 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -481153.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -481156.156250 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -481156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -481160.343750 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -481160.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -481164.593750 Penalty: 4236.678711
	Iteration 30Q: 3 clusters Score -481164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -481165.656250 Penalty: 4236.678711
	Iteration 31Q: 3 clusters Score -481165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -481168.968750 Penalty: 4236.678711
	Iteration 32Q: 3 clusters Score -481169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -481172.625000 Penalty: 4236.678711
	Iteration 33Q: 3 clusters Score -481172.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -481177.687500 Penalty: 4236.678711
	Iteration 34Q: 3 clusters Score -481177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -481180.093750 Penalty: 4236.678711
	Iteration 35Q: 3 clusters Score -481180.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -481184.531250 Penalty: 4236.678711
	Iteration 36Q: 3 clusters Score -481184.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -481191.218750 Penalty: 4236.678711
	Iteration 37Q: 3 clusters Score -481191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -481196.687500 Penalty: 4236.678711
	Iteration 38Q: 3 clusters Score -481196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -481200.750000 Penalty: 4236.678711
	Iteration 39Q: 3 clusters Score -481200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -481208.343750 Penalty: 4236.678711
	Iteration 40F: 3 clusters Score -481208.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -481211.437500 Penalty: 4236.678711
	Iteration 41Q: 3 clusters Score -481211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -481215.343750 Penalty: 4236.678711
	Iteration 42Q: 3 clusters Score -481215.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -481216.125000 Penalty: 4236.678711
	Iteration 43Q: 3 clusters Score -481216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -481218.687500 Penalty: 4236.678711
	Iteration 44Q: 3 clusters Score -481218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -481221.062500 Penalty: 4236.678711
	Iteration 45Q: 3 clusters Score -481221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -481223.093750 Penalty: 4236.678711
	Iteration 46Q: 3 clusters Score -481223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -481223.937500 Penalty: 4236.678711
	Iteration 47Q: 3 clusters Score -481223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -481223.500000 Penalty: 4236.678711
	Iteration 48Q: 3 clusters Score -481223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -481224.750000 Penalty: 4236.678711
	Iteration 49Q: 3 clusters Score -481224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481226.531250 Penalty: 4236.678711
	Iteration 50Q: 3 clusters Score -481226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481228.812500 Penalty: 4236.678711
	Iteration 51Q: 3 clusters Score -481228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481229.281250 Penalty: 4236.678711
	Iteration 52Q: 3 clusters Score -481229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -481228.968750 Penalty: 4236.678711
	Iteration 53Q: 3 clusters Score -481229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -481230.187500 Penalty: 4236.678711
	Iteration 54Q: 3 clusters Score -481230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -481231.937500 Penalty: 4236.678711
	Iteration 55Q: 3 clusters Score -481231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -481233.062500 Penalty: 4236.678711
	Iteration 56Q: 3 clusters Score -481233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -481235.406250 Penalty: 4236.678711
	Iteration 57Q: 3 clusters Score -481235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -481236.562500 Penalty: 4236.678711
	Iteration 58Q: 3 clusters Score -481236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -481240.093750 Penalty: 4236.678711
	Iteration 59Q: 3 clusters Score -481240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -481242.625000 Penalty: 4236.678711
	Iteration 60F: 3 clusters Score -481242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -481245.187500 Penalty: 4236.678711
	Iteration 61Q: 3 clusters Score -481245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -481245.250000 Penalty: 4236.678711
	Iteration 62Q: 3 clusters Score -481245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -481245.250000 Penalty: 4236.678711
	Iteration 63F: 3 clusters Score -481245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -302447.718750 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -302447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -298725.218750 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -298725.2 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -299579.468750 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -299579.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -299781.187500 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -299781.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -299905.437500 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -299905.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -300013.343750 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -300013.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -300137.593750 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -300137.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -300285.062500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -300285.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -300413.125000 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -300413.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -300571.406250 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -300571.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -300742.968750 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -300743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -300900.218750 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -300900.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -301002.156250 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -301002.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -301052.625000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -301052.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -301083.906250 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -301083.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -301104.781250 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -301104.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -301129.656250 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -301129.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -301140.906250 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -301140.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -301154.593750 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -301154.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -301161.843750 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -301161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -301167.687500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -301167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -301170.406250 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -301170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -301175.250000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -301175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -301179.000000 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -301179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -301182.906250 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -301182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -301187.437500 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -301187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -301189.312500 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -301189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -301190.750000 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -301190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -301190.750000 Penalty: 4094.633301
	Iteration 27F: 3 clusters Score -301190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -518029.906250 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -518029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -511994.312500 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -511994.3 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -513817.531250 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -513817.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -514324.125000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -514324.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -514788.968750 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -514789 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -515160.156250 Penalty: 4415.550781
	Iteration 4F: 3 clusters Score -515160.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -515498.343750 Penalty: 4415.550781
	Iteration 5F: 3 clusters Score -515498.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -515756.218750 Penalty: 4415.550781
	Iteration 6Q: 3 clusters Score -515756.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -515922.750000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -515922.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -516032.906250 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -516032.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -516113.875000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -516113.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -516172.062500 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -516172.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -516225.406250 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -516225.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -516303.031250 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -516303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -516375.500000 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -516375.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -516432.062500 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -516432.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -516478.093750 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -516478.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -516518.031250 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -516518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -516553.718750 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -516553.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -516576.343750 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -516576.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -516592.031250 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -516592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -516605.656250 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -516605.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -516616.718750 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -516616.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -516624.437500 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -516624.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -516633.218750 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -516633.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -516643.312500 Penalty: 4415.550781
	Iteration 24Q: 3 clusters Score -516643.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -516654.500000 Penalty: 4415.550781
	Iteration 25Q: 3 clusters Score -516654.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -516663.187500 Penalty: 4415.550781
	Iteration 26Q: 3 clusters Score -516663.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -516667.312500 Penalty: 4415.550781
	Iteration 27Q: 3 clusters Score -516667.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -516669.250000 Penalty: 4415.550781
	Iteration 28Q: 3 clusters Score -516669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -516670.656250 Penalty: 4415.550781
	Iteration 29Q: 3 clusters Score -516670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -516672.281250 Penalty: 4415.550781
	Iteration 30Q: 3 clusters Score -516672.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -516674.250000 Penalty: 4415.550781
	Iteration 31Q: 3 clusters Score -516674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -516675.750000 Penalty: 4415.550781
	Iteration 32Q: 3 clusters Score -516675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -516677.593750 Penalty: 4415.550781
	Iteration 33Q: 3 clusters Score -516677.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -516680.125000 Penalty: 4415.550781
	Iteration 34Q: 3 clusters Score -516680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -516681.843750 Penalty: 4415.550781
	Iteration 35Q: 3 clusters Score -516681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -516684.156250 Penalty: 4415.550781
	Iteration 36Q: 3 clusters Score -516684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -516685.031250 Penalty: 4415.550781
	Iteration 37Q: 3 clusters Score -516685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -516685.187500 Penalty: 4415.550781
	Iteration 38Q: 3 clusters Score -516685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -516684.468750 Penalty: 4415.550781
	Iteration 39Q: 3 clusters Score -516684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -516684.656250 Penalty: 4415.550781
	Iteration 40F: 3 clusters Score -516684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -516686.250000 Penalty: 4415.550781
	Iteration 41Q: 3 clusters Score -516686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -516684.687500 Penalty: 4415.550781
	Iteration 42Q: 3 clusters Score -516684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -516684.781250 Penalty: 4415.550781
	Iteration 43Q: 3 clusters Score -516684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -516684.781250 Penalty: 4415.550781
	Iteration 44F: 3 clusters Score -516684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -148711.921875 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -148711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145981.453125 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -145981.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -146641.031250 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -146641 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -146863.109375 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -146863.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -147027.609375 Penalty: 3811.880859
	Iteration 3F: 3 clusters Score -147027.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -147155.953125 Penalty: 3811.880859
	Iteration 4F: 3 clusters Score -147156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147229.000000 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -147229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147303.843750 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -147303.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147366.453125 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -147366.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -147439.187500 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -147439.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -147496.093750 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -147496.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -147544.203125 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -147544.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -147582.390625 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -147582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -147617.093750 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -147617.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -147630.671875 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -147630.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -147650.125000 Penalty: 3811.880859
	Iteration 14Q: 3 clusters Score -147650.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -147674.062500 Penalty: 3811.880859
	Iteration 15Q: 3 clusters Score -147674.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147694.546875 Penalty: 3811.880859
	Iteration 16Q: 3 clusters Score -147694.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -147711.937500 Penalty: 3811.880859
	Iteration 17Q: 3 clusters Score -147711.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -147740.734375 Penalty: 3811.880859
	Iteration 18Q: 3 clusters Score -147740.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -147766.453125 Penalty: 3811.880859
	Iteration 19Q: 3 clusters Score -147766.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -147796.890625 Penalty: 3811.880859
	Iteration 20F: 3 clusters Score -147796.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147829.046875 Penalty: 3811.880859
	Iteration 21Q: 3 clusters Score -147829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -147868.968750 Penalty: 3811.880859
	Iteration 22Q: 3 clusters Score -147869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -147892.843750 Penalty: 3811.880859
	Iteration 23Q: 3 clusters Score -147892.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -147909.281250 Penalty: 3811.880859
	Iteration 24Q: 3 clusters Score -147909.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147931.718750 Penalty: 3811.880859
	Iteration 25Q: 3 clusters Score -147931.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147955.375000 Penalty: 3811.880859
	Iteration 26Q: 3 clusters Score -147955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147969.218750 Penalty: 3811.880859
	Iteration 27Q: 3 clusters Score -147969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147983.281250 Penalty: 3811.880859
	Iteration 28Q: 3 clusters Score -147983.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147998.093750 Penalty: 3811.880859
	Iteration 29Q: 3 clusters Score -147998.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -148015.390625 Penalty: 3811.880859
	Iteration 30Q: 3 clusters Score -148015.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -148027.453125 Penalty: 3811.880859
	Iteration 31Q: 3 clusters Score -148027.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -148031.625000 Penalty: 3811.880859
	Iteration 32Q: 3 clusters Score -148031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -148033.437500 Penalty: 3811.880859
	Iteration 33Q: 3 clusters Score -148033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -148034.718750 Penalty: 3811.880859
	Iteration 34Q: 3 clusters Score -148034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -148039.515625 Penalty: 3811.880859
	Iteration 35Q: 3 clusters Score -148039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -148044.343750 Penalty: 3811.880859
	Iteration 36Q: 3 clusters Score -148044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -148047.406250 Penalty: 3811.880859
	Iteration 37Q: 3 clusters Score -148047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -148052.312500 Penalty: 3811.880859
	Iteration 38Q: 3 clusters Score -148052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -148061.703125 Penalty: 3811.880859
	Iteration 39Q: 3 clusters Score -148061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -148066.781250 Penalty: 3811.880859
	Iteration 40F: 3 clusters Score -148066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148074.546875 Penalty: 3811.880859
	Iteration 41Q: 3 clusters Score -148074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -148084.359375 Penalty: 3811.880859
	Iteration 42Q: 3 clusters Score -148084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -148088.406250 Penalty: 3811.880859
	Iteration 43Q: 3 clusters Score -148088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -148089.890625 Penalty: 3811.880859
	Iteration 44Q: 3 clusters Score -148089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -148092.187500 Penalty: 3811.880859
	Iteration 45Q: 3 clusters Score -148092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -148093.609375 Penalty: 3811.880859
	Iteration 46Q: 3 clusters Score -148093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -148095.921875 Penalty: 3811.880859
	Iteration 47Q: 3 clusters Score -148095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -148098.625000 Penalty: 3811.880859
	Iteration 48Q: 3 clusters Score -148098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -148101.453125 Penalty: 3811.880859
	Iteration 49Q: 3 clusters Score -148101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -148105.234375 Penalty: 3811.880859
	Iteration 50Q: 3 clusters Score -148105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -148105.484375 Penalty: 3811.880859
	Iteration 51Q: 3 clusters Score -148105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -148105.484375 Penalty: 3811.880859
	Iteration 52F: 3 clusters Score -148105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -243232.406250 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -243232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -239868.750000 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -239868.8 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -240545.859375 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -240545.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -240694.625000 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -240694.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -240771.031250 Penalty: 3992.040527
	Iteration 3Q: 3 clusters Score -240771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -240816.562500 Penalty: 3992.040527
	Iteration 4Q: 3 clusters Score -240816.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -240848.968750 Penalty: 3992.040527
	Iteration 5Q: 3 clusters Score -240849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -240876.640625 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -240876.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -240897.171875 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -240897.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240912.640625 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -240912.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -240927.703125 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -240927.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -240936.515625 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -240936.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -240943.234375 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -240943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -240949.531250 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -240949.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -240954.015625 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -240954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240956.359375 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -240956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -240957.515625 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -240957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -240959.156250 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -240959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -240961.406250 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -240961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -240963.218750 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -240963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -240965.328125 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -240965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -240966.265625 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -240966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -240968.703125 Penalty: 3992.040527
	Iteration 21Q: 3 clusters Score -240968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -240970.781250 Penalty: 3992.040527
	Iteration 22Q: 3 clusters Score -240970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -240972.000000 Penalty: 3992.040527
	Iteration 23Q: 3 clusters Score -240972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -240973.656250 Penalty: 3992.040527
	Iteration 24Q: 3 clusters Score -240973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -240975.406250 Penalty: 3992.040527
	Iteration 25Q: 3 clusters Score -240975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -240976.328125 Penalty: 3992.040527
	Iteration 26Q: 3 clusters Score -240976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -240977.218750 Penalty: 3992.040527
	Iteration 27Q: 3 clusters Score -240977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -240978.312500 Penalty: 3992.040527
	Iteration 28Q: 3 clusters Score -240978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -240978.312500 Penalty: 3992.040527
	Iteration 29F: 3 clusters Score -240978.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -245893.406250 Penalty: 1992.989990
	Iteration 0F: 2 clusters Score -245893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -242530.250000 Penalty: 3985.979980
	Iteration 0F: 3 clusters Score -242530.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -243253.859375 Penalty: 3985.979980
	Iteration 1F: 3 clusters Score -243253.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -243419.062500 Penalty: 3985.979980
	Iteration 2F: 3 clusters Score -243419.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -243532.078125 Penalty: 3985.979980
	Iteration 3Q: 3 clusters Score -243532.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -243593.640625 Penalty: 3985.979980
	Iteration 4Q: 3 clusters Score -243593.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -243637.515625 Penalty: 3985.979980
	Iteration 5Q: 3 clusters Score -243637.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -243675.437500 Penalty: 3985.979980
	Iteration 6Q: 3 clusters Score -243675.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -243706.234375 Penalty: 3985.979980
	Iteration 7Q: 3 clusters Score -243706.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -243728.781250 Penalty: 3985.979980
	Iteration 8Q: 3 clusters Score -243728.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -243755.328125 Penalty: 3985.979980
	Iteration 9Q: 3 clusters Score -243755.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -243777.906250 Penalty: 3985.979980
	Iteration 10Q: 3 clusters Score -243777.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -243804.546875 Penalty: 3985.979980
	Iteration 11Q: 3 clusters Score -243804.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243841.671875 Penalty: 3985.979980
	Iteration 12Q: 3 clusters Score -243841.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -243869.718750 Penalty: 3985.979980
	Iteration 13Q: 3 clusters Score -243869.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243892.187500 Penalty: 3985.979980
	Iteration 14Q: 3 clusters Score -243892.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -243914.031250 Penalty: 3985.979980
	Iteration 15Q: 3 clusters Score -243914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -243935.125000 Penalty: 3985.979980
	Iteration 16Q: 3 clusters Score -243935.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -243951.171875 Penalty: 3985.979980
	Iteration 17Q: 3 clusters Score -243951.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -243964.312500 Penalty: 3985.979980
	Iteration 18Q: 3 clusters Score -243964.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -243971.453125 Penalty: 3985.979980
	Iteration 19Q: 3 clusters Score -243971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -243976.609375 Penalty: 3985.979980
	Iteration 20F: 3 clusters Score -243976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -243981.578125 Penalty: 3985.979980
	Iteration 21Q: 3 clusters Score -243981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -243986.343750 Penalty: 3985.979980
	Iteration 22Q: 3 clusters Score -243986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -243988.187500 Penalty: 3985.979980
	Iteration 23Q: 3 clusters Score -243988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -243990.890625 Penalty: 3985.979980
	Iteration 24Q: 3 clusters Score -243990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -243995.578125 Penalty: 3985.979980
	Iteration 25Q: 3 clusters Score -243995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -244001.843750 Penalty: 3985.979980
	Iteration 26Q: 3 clusters Score -244001.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -244012.812500 Penalty: 3985.979980
	Iteration 27Q: 3 clusters Score -244012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -244020.562500 Penalty: 3985.979980
	Iteration 28Q: 3 clusters Score -244020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -244028.625000 Penalty: 3985.979980
	Iteration 29Q: 3 clusters Score -244028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -244036.828125 Penalty: 3985.979980
	Iteration 30Q: 3 clusters Score -244036.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -244041.562500 Penalty: 3985.979980
	Iteration 31Q: 3 clusters Score -244041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -244047.078125 Penalty: 3985.979980
	Iteration 32Q: 3 clusters Score -244047.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -244053.531250 Penalty: 3985.979980
	Iteration 33Q: 3 clusters Score -244053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -244060.546875 Penalty: 3985.979980
	Iteration 34Q: 3 clusters Score -244060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -244063.703125 Penalty: 3985.979980
	Iteration 35Q: 3 clusters Score -244063.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -244070.062500 Penalty: 3985.979980
	Iteration 36Q: 3 clusters Score -244070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -244079.484375 Penalty: 3985.979980
	Iteration 37Q: 3 clusters Score -244079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -244090.875000 Penalty: 3985.979980
	Iteration 38Q: 3 clusters Score -244090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -244099.609375 Penalty: 3985.979980
	Iteration 39Q: 3 clusters Score -244099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -244107.000000 Penalty: 3985.979980
	Iteration 40F: 3 clusters Score -244107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -244113.656250 Penalty: 3985.979980
	Iteration 41Q: 3 clusters Score -244113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -244118.687500 Penalty: 3985.979980
	Iteration 42Q: 3 clusters Score -244118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -244123.500000 Penalty: 3985.979980
	Iteration 43Q: 3 clusters Score -244123.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -244129.000000 Penalty: 3985.979980
	Iteration 44Q: 3 clusters Score -244129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -244138.578125 Penalty: 3985.979980
	Iteration 45Q: 3 clusters Score -244138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -244145.921875 Penalty: 3985.979980
	Iteration 46Q: 3 clusters Score -244145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -244152.328125 Penalty: 3985.979980
	Iteration 47Q: 3 clusters Score -244152.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -244161.687500 Penalty: 3985.979980
	Iteration 48Q: 3 clusters Score -244161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -244171.093750 Penalty: 3985.979980
	Iteration 49Q: 3 clusters Score -244171.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -244186.703125 Penalty: 3985.979980
	Iteration 50Q: 3 clusters Score -244186.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -244208.171875 Penalty: 3985.979980
	Iteration 51Q: 3 clusters Score -244208.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -244222.562500 Penalty: 3985.979980
	Iteration 52Q: 3 clusters Score -244222.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -244233.359375 Penalty: 3985.979980
	Iteration 53Q: 3 clusters Score -244233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -244243.343750 Penalty: 3985.979980
	Iteration 54Q: 3 clusters Score -244243.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -244254.328125 Penalty: 3985.979980
	Iteration 55Q: 3 clusters Score -244254.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -244267.156250 Penalty: 3985.979980
	Iteration 56Q: 3 clusters Score -244267.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -244280.171875 Penalty: 3985.979980
	Iteration 57Q: 3 clusters Score -244280.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -244288.000000 Penalty: 3985.979980
	Iteration 58Q: 3 clusters Score -244288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -244292.750000 Penalty: 3985.979980
	Iteration 59Q: 3 clusters Score -244292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -244298.640625 Penalty: 3985.979980
	Iteration 60F: 3 clusters Score -244298.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -244306.828125 Penalty: 3985.979980
	Iteration 61Q: 3 clusters Score -244306.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -244312.281250 Penalty: 3985.979980
	Iteration 62Q: 3 clusters Score -244312.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -244315.859375 Penalty: 3985.979980
	Iteration 63Q: 3 clusters Score -244315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -244320.046875 Penalty: 3985.979980
	Iteration 64Q: 3 clusters Score -244320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -244324.875000 Penalty: 3985.979980
	Iteration 65Q: 3 clusters Score -244324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -244330.171875 Penalty: 3985.979980
	Iteration 66Q: 3 clusters Score -244330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -244336.453125 Penalty: 3985.979980
	Iteration 67Q: 3 clusters Score -244336.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -244342.687500 Penalty: 3985.979980
	Iteration 68Q: 3 clusters Score -244342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -244346.203125 Penalty: 3985.979980
	Iteration 69Q: 3 clusters Score -244346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -244347.890625 Penalty: 3985.979980
	Iteration 70Q: 3 clusters Score -244347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -244349.390625 Penalty: 3985.979980
	Iteration 71Q: 3 clusters Score -244349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -244351.093750 Penalty: 3985.979980
	Iteration 72Q: 3 clusters Score -244351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -244353.765625 Penalty: 3985.979980
	Iteration 73Q: 3 clusters Score -244353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -244354.265625 Penalty: 3985.979980
	Iteration 74Q: 3 clusters Score -244354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -244354.562500 Penalty: 3985.979980
	Iteration 75Q: 3 clusters Score -244354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -244354.453125 Penalty: 3985.979980
	Iteration 76Q: 3 clusters Score -244354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -244354.453125 Penalty: 3985.979980
	Iteration 77F: 3 clusters Score -244354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -125417.460938 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -125417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123208.046875 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -123208 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -123786.726562 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -123786.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124116.765625 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -124116.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124340.867188 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -124340.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -124527.593750 Penalty: 3591.362305
	Iteration 4F: 3 clusters Score -124527.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124691.039062 Penalty: 3591.362305
	Iteration 5F: 3 clusters Score -124691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -124819.578125 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -124819.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -124889.234375 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -124889.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -124934.828125 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -124934.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -124972.023438 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -124972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -124992.867188 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -124992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125012.710938 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -125012.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -125027.132812 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -125027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125041.148438 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -125041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125056.554688 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -125056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125060.695312 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -125060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125062.171875 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -125062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -125063.039062 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -125063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -125063.039062 Penalty: 3591.362305
	Iteration 18F: 3 clusters Score -125063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -74214.695312 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -74214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -72135.484375 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -72135.48 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72477.906250 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -72477.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -72617.460938 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -72617.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -72691.054688 Penalty: 3514.191895
	Iteration 3Q: 3 clusters Score -72691.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72738.734375 Penalty: 3514.191895
	Iteration 4Q: 3 clusters Score -72738.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72815.523438 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -72815.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -72873.984375 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -72873.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72937.015625 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -72937.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -73005.539062 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -73005.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -73070.710938 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -73070.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -73139.656250 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -73139.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73181.835938 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -73181.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73227.968750 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -73227.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -73296.085938 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -73296.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -73383.164062 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -73383.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -73451.328125 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -73451.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -73528.445312 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -73528.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73597.726562 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -73597.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73651.554688 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -73651.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73672.773438 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -73672.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -73682.546875 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -73682.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -73689.515625 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -73689.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73697.960938 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -73697.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73700.679688 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -73700.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73704.187500 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -73704.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73705.539062 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -73705.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73706.781250 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -73706.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73707.531250 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -73707.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -73707.531250 Penalty: 3514.191895
	Iteration 28F: 3 clusters Score -73707.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -444329.656250 Penalty: 2142.617676
	Iteration 0F: 2 clusters Score -444329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -439417.906250 Penalty: 4285.235352
	Iteration 0F: 3 clusters Score -439417.9 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -440620.750000 Penalty: 4285.235352
	Iteration 1F: 3 clusters Score -440620.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -440857.531250 Penalty: 4285.235352
	Iteration 2F: 3 clusters Score -440857.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -441041.375000 Penalty: 4285.235352
	Iteration 3F: 3 clusters Score -441041.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -441191.718750 Penalty: 4285.235352
	Iteration 4Q: 3 clusters Score -441191.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -441308.562500 Penalty: 4285.235352
	Iteration 5Q: 3 clusters Score -441308.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -441411.843750 Penalty: 4285.235352
	Iteration 6Q: 3 clusters Score -441411.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -441514.250000 Penalty: 4285.235352
	Iteration 7Q: 3 clusters Score -441514.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -441597.812500 Penalty: 4285.235352
	Iteration 8Q: 3 clusters Score -441597.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -441672.500000 Penalty: 4285.235352
	Iteration 9Q: 3 clusters Score -441672.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -441729.718750 Penalty: 4285.235352
	Iteration 10Q: 3 clusters Score -441729.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -441776.781250 Penalty: 4285.235352
	Iteration 11Q: 3 clusters Score -441776.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -441821.312500 Penalty: 4285.235352
	Iteration 12Q: 3 clusters Score -441821.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -441860.437500 Penalty: 4285.235352
	Iteration 13Q: 3 clusters Score -441860.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -441900.250000 Penalty: 4285.235352
	Iteration 14Q: 3 clusters Score -441900.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -441952.187500 Penalty: 4285.235352
	Iteration 15Q: 3 clusters Score -441952.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -441996.937500 Penalty: 4285.235352
	Iteration 16Q: 3 clusters Score -441996.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -442037.687500 Penalty: 4285.235352
	Iteration 17Q: 3 clusters Score -442037.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -442068.375000 Penalty: 4285.235352
	Iteration 18Q: 3 clusters Score -442068.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -442092.843750 Penalty: 4285.235352
	Iteration 19Q: 3 clusters Score -442092.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -442110.187500 Penalty: 4285.235352
	Iteration 20F: 3 clusters Score -442110.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -442131.593750 Penalty: 4285.235352
	Iteration 21Q: 3 clusters Score -442131.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -442149.312500 Penalty: 4285.235352
	Iteration 22Q: 3 clusters Score -442149.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -442164.906250 Penalty: 4285.235352
	Iteration 23Q: 3 clusters Score -442164.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -442180.687500 Penalty: 4285.235352
	Iteration 24Q: 3 clusters Score -442180.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -442199.812500 Penalty: 4285.235352
	Iteration 25Q: 3 clusters Score -442199.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -442215.781250 Penalty: 4285.235352
	Iteration 26Q: 3 clusters Score -442215.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -442235.343750 Penalty: 4285.235352
	Iteration 27Q: 3 clusters Score -442235.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -442248.156250 Penalty: 4285.235352
	Iteration 28Q: 3 clusters Score -442248.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -442257.937500 Penalty: 4285.235352
	Iteration 29Q: 3 clusters Score -442257.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -442266.468750 Penalty: 4285.235352
	Iteration 30Q: 3 clusters Score -442266.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -442274.343750 Penalty: 4285.235352
	Iteration 31Q: 3 clusters Score -442274.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -442281.968750 Penalty: 4285.235352
	Iteration 32Q: 3 clusters Score -442282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -442289.750000 Penalty: 4285.235352
	Iteration 33Q: 3 clusters Score -442289.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -442294.906250 Penalty: 4285.235352
	Iteration 34Q: 3 clusters Score -442294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -442300.531250 Penalty: 4285.235352
	Iteration 35Q: 3 clusters Score -442300.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -442306.875000 Penalty: 4285.235352
	Iteration 36Q: 3 clusters Score -442306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -442311.781250 Penalty: 4285.235352
	Iteration 37Q: 3 clusters Score -442311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -442313.343750 Penalty: 4285.235352
	Iteration 38Q: 3 clusters Score -442313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -442318.281250 Penalty: 4285.235352
	Iteration 39Q: 3 clusters Score -442318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -442322.281250 Penalty: 4285.235352
	Iteration 40F: 3 clusters Score -442322.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -442327.375000 Penalty: 4285.235352
	Iteration 41Q: 3 clusters Score -442327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -442331.750000 Penalty: 4285.235352
	Iteration 42Q: 3 clusters Score -442331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -442334.125000 Penalty: 4285.235352
	Iteration 43Q: 3 clusters Score -442334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -442337.031250 Penalty: 4285.235352
	Iteration 44Q: 3 clusters Score -442337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -442339.968750 Penalty: 4285.235352
	Iteration 45Q: 3 clusters Score -442340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -442343.843750 Penalty: 4285.235352
	Iteration 46Q: 3 clusters Score -442343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -442346.218750 Penalty: 4285.235352
	Iteration 47Q: 3 clusters Score -442346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -442347.312500 Penalty: 4285.235352
	Iteration 48Q: 3 clusters Score -442347.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -442349.718750 Penalty: 4285.235352
	Iteration 49Q: 3 clusters Score -442349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -442352.375000 Penalty: 4285.235352
	Iteration 50Q: 3 clusters Score -442352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -442354.593750 Penalty: 4285.235352
	Iteration 51Q: 3 clusters Score -442354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -442357.781250 Penalty: 4285.235352
	Iteration 52Q: 3 clusters Score -442357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -442359.125000 Penalty: 4285.235352
	Iteration 53Q: 3 clusters Score -442359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -442359.593750 Penalty: 4285.235352
	Iteration 54Q: 3 clusters Score -442359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -442359.781250 Penalty: 4285.235352
	Iteration 55Q: 3 clusters Score -442359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -442360.593750 Penalty: 4285.235352
	Iteration 56Q: 3 clusters Score -442360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -442362.562500 Penalty: 4285.235352
	Iteration 57Q: 3 clusters Score -442362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -442362.718750 Penalty: 4285.235352
	Iteration 58Q: 3 clusters Score -442362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -442362.718750 Penalty: 4285.235352
	Iteration 59F: 3 clusters Score -442362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -215255.296875 Penalty: 1933.830078
	Iteration 0F: 2 clusters Score -215255.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -212375.312500 Penalty: 3867.660156
	Iteration 0F: 3 clusters Score -212375.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -212954.062500 Penalty: 3867.660156
	Iteration 1F: 3 clusters Score -212954.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -213083.343750 Penalty: 3867.660156
	Iteration 2F: 3 clusters Score -213083.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -213152.421875 Penalty: 3867.660156
	Iteration 3Q: 3 clusters Score -213152.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -213218.187500 Penalty: 3867.660156
	Iteration 4Q: 3 clusters Score -213218.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -213284.937500 Penalty: 3867.660156
	Iteration 5Q: 3 clusters Score -213284.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -213348.843750 Penalty: 3867.660156
	Iteration 6Q: 3 clusters Score -213348.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -213420.609375 Penalty: 3867.660156
	Iteration 7Q: 3 clusters Score -213420.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -213492.828125 Penalty: 3867.660156
	Iteration 8Q: 3 clusters Score -213492.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -213563.828125 Penalty: 3867.660156
	Iteration 9Q: 3 clusters Score -213563.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -213646.375000 Penalty: 3867.660156
	Iteration 10Q: 3 clusters Score -213646.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -213721.296875 Penalty: 3867.660156
	Iteration 11Q: 3 clusters Score -213721.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -213797.484375 Penalty: 3867.660156
	Iteration 12Q: 3 clusters Score -213797.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -213873.140625 Penalty: 3867.660156
	Iteration 13Q: 3 clusters Score -213873.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -213934.046875 Penalty: 3867.660156
	Iteration 14Q: 3 clusters Score -213934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -213996.578125 Penalty: 3867.660156
	Iteration 15Q: 3 clusters Score -213996.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -214045.968750 Penalty: 3867.660156
	Iteration 16Q: 3 clusters Score -214046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214080.656250 Penalty: 3867.660156
	Iteration 17Q: 3 clusters Score -214080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -214102.843750 Penalty: 3867.660156
	Iteration 18Q: 3 clusters Score -214102.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -214123.406250 Penalty: 3867.660156
	Iteration 19Q: 3 clusters Score -214123.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214149.187500 Penalty: 3867.660156
	Iteration 20F: 3 clusters Score -214149.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -214166.890625 Penalty: 3867.660156
	Iteration 21Q: 3 clusters Score -214166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -214171.750000 Penalty: 3867.660156
	Iteration 22Q: 3 clusters Score -214171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -214176.984375 Penalty: 3867.660156
	Iteration 23Q: 3 clusters Score -214177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -214183.109375 Penalty: 3867.660156
	Iteration 24Q: 3 clusters Score -214183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -214189.250000 Penalty: 3867.660156
	Iteration 25Q: 3 clusters Score -214189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -214200.140625 Penalty: 3867.660156
	Iteration 26Q: 3 clusters Score -214200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214208.140625 Penalty: 3867.660156
	Iteration 27Q: 3 clusters Score -214208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214210.812500 Penalty: 3867.660156
	Iteration 28Q: 3 clusters Score -214210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214214.687500 Penalty: 3867.660156
	Iteration 29Q: 3 clusters Score -214214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -214217.562500 Penalty: 3867.660156
	Iteration 30Q: 3 clusters Score -214217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -214218.687500 Penalty: 3867.660156
	Iteration 31Q: 3 clusters Score -214218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -214219.312500 Penalty: 3867.660156
	Iteration 32Q: 3 clusters Score -214219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -214219.906250 Penalty: 3867.660156
	Iteration 33Q: 3 clusters Score -214219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -214219.906250 Penalty: 3867.660156
	Iteration 34F: 3 clusters Score -214219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -607149.937500 Penalty: 2212.719971
	Iteration 0F: 2 clusters Score -607149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -601051.000000 Penalty: 4425.439941
	Iteration 0F: 3 clusters Score -601051 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -602703.125000 Penalty: 4425.439941
	Iteration 1F: 3 clusters Score -602703.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -602963.062500 Penalty: 4425.439941
	Iteration 2F: 3 clusters Score -602963.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -603118.937500 Penalty: 4425.439941
	Iteration 3Q: 3 clusters Score -603118.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -603221.312500 Penalty: 4425.439941
	Iteration 4Q: 3 clusters Score -603221.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -603311.500000 Penalty: 4425.439941
	Iteration 5Q: 3 clusters Score -603311.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -603405.312500 Penalty: 4425.439941
	Iteration 6Q: 3 clusters Score -603405.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -603497.625000 Penalty: 4425.439941
	Iteration 7Q: 3 clusters Score -603497.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -603626.125000 Penalty: 4425.439941
	Iteration 8Q: 3 clusters Score -603626.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -603785.062500 Penalty: 4425.439941
	Iteration 9Q: 3 clusters Score -603785.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -603972.875000 Penalty: 4425.439941
	Iteration 10Q: 3 clusters Score -603972.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -604205.187500 Penalty: 4425.439941
	Iteration 11Q: 3 clusters Score -604205.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -604475.125000 Penalty: 4425.439941
	Iteration 12Q: 3 clusters Score -604475.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -604749.875000 Penalty: 4425.439941
	Iteration 13Q: 3 clusters Score -604749.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -605003.250000 Penalty: 4425.439941
	Iteration 14Q: 3 clusters Score -605003.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -605169.500000 Penalty: 4425.439941
	Iteration 15Q: 3 clusters Score -605169.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -605278.812500 Penalty: 4425.439941
	Iteration 16Q: 3 clusters Score -605278.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -605341.875000 Penalty: 4425.439941
	Iteration 17Q: 3 clusters Score -605341.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -605388.500000 Penalty: 4425.439941
	Iteration 18Q: 3 clusters Score -605388.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -605418.625000 Penalty: 4425.439941
	Iteration 19Q: 3 clusters Score -605418.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -605442.875000 Penalty: 4425.439941
	Iteration 20F: 3 clusters Score -605442.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -605460.375000 Penalty: 4425.439941
	Iteration 21Q: 3 clusters Score -605460.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -605469.875000 Penalty: 4425.439941
	Iteration 22Q: 3 clusters Score -605469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -605476.687500 Penalty: 4425.439941
	Iteration 23Q: 3 clusters Score -605476.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -605483.875000 Penalty: 4425.439941
	Iteration 24Q: 3 clusters Score -605483.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -605497.875000 Penalty: 4425.439941
	Iteration 25Q: 3 clusters Score -605497.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -605506.937500 Penalty: 4425.439941
	Iteration 26Q: 3 clusters Score -605506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -605515.062500 Penalty: 4425.439941
	Iteration 27Q: 3 clusters Score -605515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -605523.125000 Penalty: 4425.439941
	Iteration 28Q: 3 clusters Score -605523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -605528.187500 Penalty: 4425.439941
	Iteration 29Q: 3 clusters Score -605528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -605532.437500 Penalty: 4425.439941
	Iteration 30Q: 3 clusters Score -605532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -605534.750000 Penalty: 4425.439941
	Iteration 31Q: 3 clusters Score -605534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -605538.062500 Penalty: 4425.439941
	Iteration 32Q: 3 clusters Score -605538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -605539.000000 Penalty: 4425.439941
	Iteration 33Q: 3 clusters Score -605539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -605541.312500 Penalty: 4425.439941
	Iteration 34Q: 3 clusters Score -605541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -605541.125000 Penalty: 4425.439941
	Iteration 35Q: 3 clusters Score -605541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -605542.562500 Penalty: 4425.439941
	Iteration 36Q: 3 clusters Score -605542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -605544.125000 Penalty: 4425.439941
	Iteration 37Q: 3 clusters Score -605544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -605544.125000 Penalty: 4425.439941
	Iteration 38F: 3 clusters Score -605544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (4592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Entering Unmasked Estep 
Score: -347895.843750 Penalty: 2091.153564
	Iteration 0F: 2 clusters Score -347895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -343605.343750 Penalty: 4182.307129
	Iteration 0F: 3 clusters Score -343605.3 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -344754.187500 Penalty: 4182.307129
	Iteration 1F: 3 clusters Score -344754.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -345207.343750 Penalty: 4182.307129
	Iteration 2F: 3 clusters Score -345207.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -345656.718750 Penalty: 4182.307129
	Iteration 3F: 3 clusters Score -345656.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -346060.781250 Penalty: 4182.307129
	Iteration 4F: 3 clusters Score -346060.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -346487.531250 Penalty: 4182.307129
	Iteration 5F: 3 clusters Score -346487.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -346925.468750 Penalty: 4182.307129
	Iteration 6F: 3 clusters Score -346925.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -347363.593750 Penalty: 4182.307129
	Iteration 7F: 3 clusters Score -347363.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -347799.468750 Penalty: 4182.307129
	Iteration 8Q: 3 clusters Score -347799.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -348115.000000 Penalty: 4182.307129
	Iteration 9Q: 3 clusters Score -348115 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -348247.218750 Penalty: 4182.307129
	Iteration 10Q: 3 clusters Score -348247.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -348302.656250 Penalty: 4182.307129
	Iteration 11Q: 3 clusters Score -348302.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -348328.156250 Penalty: 4182.307129
	Iteration 12Q: 3 clusters Score -348328.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -348354.593750 Penalty: 4182.307129
	Iteration 13Q: 3 clusters Score -348354.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -348388.031250 Penalty: 4182.307129
	Iteration 14Q: 3 clusters Score -348388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -348417.906250 Penalty: 4182.307129
	Iteration 15Q: 3 clusters Score -348417.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -348441.843750 Penalty: 4182.307129
	Iteration 16Q: 3 clusters Score -348441.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -348462.625000 Penalty: 4182.307129
	Iteration 17Q: 3 clusters Score -348462.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -348482.968750 Penalty: 4182.307129
	Iteration 18Q: 3 clusters Score -348483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -348502.500000 Penalty: 4182.307129
	Iteration 19Q: 3 clusters Score -348502.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -348524.187500 Penalty: 4182.307129
	Iteration 20F: 3 clusters Score -348524.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -348542.937500 Penalty: 4182.307129
	Iteration 21Q: 3 clusters Score -348542.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -348577.531250 Penalty: 4182.307129
	Iteration 22Q: 3 clusters Score -348577.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -348643.843750 Penalty: 4182.307129
	Iteration 23Q: 3 clusters Score -348643.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -348724.625000 Penalty: 4182.307129
	Iteration 24Q: 3 clusters Score -348724.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -348883.218750 Penalty: 4182.307129
	Iteration 25Q: 3 clusters Score -348883.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -349105.562500 Penalty: 4182.307129
	Iteration 26Q: 3 clusters Score -349105.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -349355.093750 Penalty: 4182.307129
	Iteration 27Q: 3 clusters Score -349355.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -349564.906250 Penalty: 4182.307129
	Iteration 28Q: 3 clusters Score -349564.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -349669.781250 Penalty: 4182.307129
	Iteration 29Q: 3 clusters Score -349669.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -349722.343750 Penalty: 4182.307129
	Iteration 30Q: 3 clusters Score -349722.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -349739.531250 Penalty: 4182.307129
	Iteration 31Q: 3 clusters Score -349739.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -349748.312500 Penalty: 4182.307129
	Iteration 32Q: 3 clusters Score -349748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -349752.625000 Penalty: 4182.307129
	Iteration 33Q: 3 clusters Score -349752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -349755.875000 Penalty: 4182.307129
	Iteration 34Q: 3 clusters Score -349755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -349760.062500 Penalty: 4182.307129
	Iteration 35Q: 3 clusters Score -349760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -349760.968750 Penalty: 4182.307129
	Iteration 36Q: 3 clusters Score -349761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -349761.968750 Penalty: 4182.307129
	Iteration 37Q: 3 clusters Score -349762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -349762.406250 Penalty: 4182.307129
	Iteration 38F: 3 clusters Score -349762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -349761.718750 Penalty: 4182.307129
	Iteration 39Q: 3 clusters Score -349761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -349761.718750 Penalty: 4182.307129
	Iteration 40F: 3 clusters Score -349761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 128561 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107752 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 122451 members 
Mstep: Class 12 contains 53273 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 128034 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146095 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 110026 members 
Mstep: Class 25 contains 8904 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43285 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 6026 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7697 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9698 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12237 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38449 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2784 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2695 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 3830 members 
Mstep: Class 72 contains 1897 members 
Entering Unmasked Estep 
Score: -150805856.000000 Penalty: 256978.921875
Splitting cluster 68 changes total score from -150804928.000000 to -150805856.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 69 (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: -207243.984375 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -207244 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: -204093.078125 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -204093.1 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -204774.703125 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -204774.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -205030.906250 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -205030.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -205261.468750 Penalty: 3943.099365
	Iteration 3F: 3 clusters Score -205261.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -205404.093750 Penalty: 3943.099365
	Iteration 4Q: 3 clusters Score -205404.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -205505.796875 Penalty: 3943.099365
	Iteration 5Q: 3 clusters Score -205505.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -205577.203125 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -205577.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -205627.546875 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -205627.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -205668.484375 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -205668.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -205705.812500 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -205705.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -205735.375000 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -205735.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -205766.031250 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -205766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -205804.468750 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -205804.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205845.703125 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -205845.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -205886.468750 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -205886.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -205925.218750 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -205925.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -205953.375000 Penalty: 3943.099365
	Iteration 16Q: 3 clusters Score -205953.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205984.781250 Penalty: 3943.099365
	Iteration 17Q: 3 clusters Score -205984.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -206018.062500 Penalty: 3943.099365
	Iteration 18Q: 3 clusters Score -206018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -206034.140625 Penalty: 3943.099365
	Iteration 19Q: 3 clusters Score -206034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206050.640625 Penalty: 3943.099365
	Iteration 20F: 3 clusters Score -206050.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -206071.859375 Penalty: 3943.099365
	Iteration 21Q: 3 clusters Score -206071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -206084.875000 Penalty: 3943.099365
	Iteration 22Q: 3 clusters Score -206084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -206090.531250 Penalty: 3943.099365
	Iteration 23Q: 3 clusters Score -206090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -206097.125000 Penalty: 3943.099365
	Iteration 24Q: 3 clusters Score -206097.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -206101.656250 Penalty: 3943.099365
	Iteration 25Q: 3 clusters Score -206101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -206108.109375 Penalty: 3943.099365
	Iteration 26Q: 3 clusters Score -206108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206112.234375 Penalty: 3943.099365
	Iteration 27Q: 3 clusters Score -206112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -206114.406250 Penalty: 3943.099365
	Iteration 28Q: 3 clusters Score -206114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206117.218750 Penalty: 3943.099365
	Iteration 29Q: 3 clusters Score -206117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -206118.578125 Penalty: 3943.099365
	Iteration 30Q: 3 clusters Score -206118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206118.828125 Penalty: 3943.099365
	Iteration 31Q: 3 clusters Score -206118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206118.828125 Penalty: 3943.099365
	Iteration 32F: 3 clusters Score -206118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -46055.753906 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -46055.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44492.812500 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -44492.81 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44719.324219 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -44719.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44794.074219 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -44794.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44830.460938 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -44830.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44853.468750 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -44853.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44880.609375 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -44880.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44904.234375 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -44904.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44928.839844 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -44928.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44942.542969 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -44942.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44961.570312 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -44961.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44999.261719 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -44999.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45045.363281 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -45045.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45104.027344 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -45104.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45141.585938 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -45141.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45226.195312 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -45226.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45281.136719 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -45281.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45296.035156 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -45296.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45302.242188 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -45302.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45304.875000 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -45304.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45309.246094 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -45309.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45332.183594 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -45332.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45434.218750 Penalty: 3220.901855
	Iteration 21Q: 3 clusters Score -45434.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45503.890625 Penalty: 3220.901855
	Iteration 22Q: 3 clusters Score -45503.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45577.402344 Penalty: 3220.901855
	Iteration 23Q: 3 clusters Score -45577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45640.187500 Penalty: 3220.901855
	Iteration 24Q: 3 clusters Score -45640.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45711.601562 Penalty: 3220.901855
	Iteration 25Q: 3 clusters Score -45711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45744.507812 Penalty: 3220.901855
	Iteration 26Q: 3 clusters Score -45744.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45771.085938 Penalty: 3220.901855
	Iteration 27Q: 3 clusters Score -45771.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45785.230469 Penalty: 3220.901855
	Iteration 28Q: 3 clusters Score -45785.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45802.203125 Penalty: 3220.901855
	Iteration 29Q: 3 clusters Score -45802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45811.593750 Penalty: 3220.901855
	Iteration 30Q: 3 clusters Score -45811.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45816.820312 Penalty: 3220.901855
	Iteration 31F: 3 clusters Score -45816.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45842.171875 Penalty: 3220.901855
	Iteration 32Q: 3 clusters Score -45842.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45844.316406 Penalty: 3220.901855
	Iteration 33Q: 3 clusters Score -45844.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45847.140625 Penalty: 3220.901855
	Iteration 34Q: 3 clusters Score -45847.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45851.113281 Penalty: 3220.901855
	Iteration 35Q: 3 clusters Score -45851.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45865.929688 Penalty: 3220.901855
	Iteration 36Q: 3 clusters Score -45865.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45875.703125 Penalty: 3220.901855
	Iteration 37Q: 3 clusters Score -45875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -45876.992188 Penalty: 3220.901855
	Iteration 38Q: 3 clusters Score -45876.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -45876.992188 Penalty: 3220.901855
	Iteration 39F: 3 clusters Score -45876.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 128561 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107752 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 122451 members 
Mstep: Class 12 contains 53273 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 33597 members 
Mstep: Class 17 contains 128034 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146095 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 110026 members 
Mstep: Class 25 contains 8904 members 
Mstep: Class 26 contains 10769 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43285 members 
Mstep: Class 33 contains 5368 members 
Mstep: Class 34 contains 6026 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7697 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9698 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 99727 members 
Mstep: Class 43 contains 12237 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38449 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3721 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2784 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4401 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5124 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7349 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5651 members 
Mstep: Class 66 contains 2435 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2695 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150806672.000000 Penalty: 256978.921875
Iteration 159Q: 73 clusters Score -1.508067e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 3526 members 
Mstep: Class 3 contains 128594 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 21135 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 107749 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 122453 members 
Mstep: Class 12 contains 53222 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 19018 members 
Mstep: Class 16 contains 33592 members 
Mstep: Class 17 contains 128011 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 146130 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 110007 members 
Mstep: Class 25 contains 8916 members 
Mstep: Class 26 contains 10891 members 
Mstep: Class 27 contains 16252 members 
Mstep: Class 28 contains 161337 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 43312 members 
Mstep: Class 33 contains 5387 members 
Mstep: Class 34 contains 6021 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7702 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9699 members 
Mstep: Class 40 contains 1127 members 
Mstep: Class 41 contains 4153 members 
Mstep: Class 42 contains 99728 members 
Mstep: Class 43 contains 12287 members 
Mstep: Class 44 contains 2224 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38440 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3736 members 
Mstep: Class 50 contains 11878 members 
Mstep: Class 51 contains 4008 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 2878 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 4408 members 
Mstep: Class 56 contains 2110 members 
Mstep: Class 57 contains 5157 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7371 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5667 members 
Mstep: Class 66 contains 2457 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2710 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 3741 members 
Mstep: Class 72 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150807568.000000 Penalty: 256978.921875
Iteration 160F: 73 clusters Score -1.508076e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 128615 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19248 members 
Mstep: Class 6 contains 21098 members 
Mstep: Class 7 contains 18543 members 
Mstep: Class 8 contains 107749 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 6462 members 
Mstep: Class 11 contains 122463 members 
Mstep: Class 12 contains 53170 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18957 members 
Mstep: Class 16 contains 33588 members 
Mstep: Class 17 contains 127979 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 146121 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 110001 members 
Mstep: Class 25 contains 8926 members 
Mstep: Class 26 contains 10481 members 
Mstep: Class 27 contains 16225 members 
Mstep: Class 28 contains 161340 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43344 members 
Mstep: Class 33 contains 5413 members 
Mstep: Class 34 contains 6018 members 
Mstep: Class 35 contains 1067 members 
Mstep: Class 36 contains 7705 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9700 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4152 members 
Mstep: Class 42 contains 99724 members 
Mstep: Class 43 contains 12331 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38433 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3729 members 
Mstep: Class 50 contains 11878 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 2970 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4407 members 
Mstep: Class 56 contains 2111 members 
Mstep: Class 57 contains 5189 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7369 members 
Mstep: Class 60 contains 2175 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1195 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2459 members 
Mstep: Class 67 contains 7503 members 
Mstep: Class 68 contains 2710 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 4189 members 
Mstep: Class 72 contains 1842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150807936.000000 Penalty: 256978.921875
Iteration 161Q: 73 clusters Score -1.508079e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 3540 members 
Mstep: Class 3 contains 128627 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19222 members 
Mstep: Class 6 contains 21069 members 
Mstep: Class 7 contains 18543 members 
Mstep: Class 8 contains 107756 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 122464 members 
Mstep: Class 12 contains 53111 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 18910 members 
Mstep: Class 16 contains 33591 members 
Mstep: Class 17 contains 127949 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 146107 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7783 members 
Mstep: Class 24 contains 109996 members 
Mstep: Class 25 contains 8929 members 
Mstep: Class 26 contains 10191 members 
Mstep: Class 27 contains 16203 members 
Mstep: Class 28 contains 161338 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43370 members 
Mstep: Class 33 contains 5429 members 
Mstep: Class 34 contains 6014 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 7715 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9701 members 
Mstep: Class 40 contains 1119 members 
Mstep: Class 41 contains 4151 members 
Mstep: Class 42 contains 99717 members 
Mstep: Class 43 contains 12375 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38424 members 
Mstep: Class 48 contains 1557 members 
Mstep: Class 49 contains 3710 members 
Mstep: Class 50 contains 11877 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3073 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4404 members 
Mstep: Class 56 contains 2113 members 
Mstep: Class 57 contains 5230 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7371 members 
Mstep: Class 60 contains 2176 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3091 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2471 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2710 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 4486 members 
Mstep: Class 72 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808464.000000 Penalty: 256978.921875
Iteration 162Q: 73 clusters Score -1.508085e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 3550 members 
Mstep: Class 3 contains 128626 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19187 members 
Mstep: Class 6 contains 21045 members 
Mstep: Class 7 contains 18541 members 
Mstep: Class 8 contains 107758 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 122464 members 
Mstep: Class 12 contains 53052 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 16 contains 33589 members 
Mstep: Class 17 contains 127927 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 146098 members 
Mstep: Class 22 contains 21310 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 110000 members 
Mstep: Class 25 contains 8934 members 
Mstep: Class 26 contains 9964 members 
Mstep: Class 27 contains 16186 members 
Mstep: Class 28 contains 161331 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43398 members 
Mstep: Class 33 contains 5445 members 
Mstep: Class 34 contains 6011 members 
Mstep: Class 35 contains 1065 members 
Mstep: Class 36 contains 7724 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 9696 members 
Mstep: Class 40 contains 1119 members 
Mstep: Class 41 contains 4152 members 
Mstep: Class 42 contains 99711 members 
Mstep: Class 43 contains 12410 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38415 members 
Mstep: Class 48 contains 1557 members 
Mstep: Class 49 contains 3700 members 
Mstep: Class 50 contains 11875 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3181 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 4407 members 
Mstep: Class 56 contains 2114 members 
Mstep: Class 57 contains 5285 members 
Mstep: Class 58 contains 3846 members 
Mstep: Class 59 contains 7371 members 
Mstep: Class 60 contains 2177 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1194 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2485 members 
Mstep: Class 67 contains 7494 members 
Mstep: Class 68 contains 2711 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 4718 members 
Mstep: Class 72 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808688.000000 Penalty: 256978.921875
Iteration 163Q: 73 clusters Score -1.508087e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 3560 members 
Mstep: Class 3 contains 128610 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19150 members 
Mstep: Class 6 contains 21044 members 
Mstep: Class 7 contains 18539 members 
Mstep: Class 8 contains 107774 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 122462 members 
Mstep: Class 12 contains 52992 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 18825 members 
Mstep: Class 16 contains 33587 members 
Mstep: Class 17 contains 127903 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 146084 members 
Mstep: Class 22 contains 21309 members 
Mstep: Class 23 contains 7777 members 
Mstep: Class 24 contains 109996 members 
Mstep: Class 25 contains 8956 members 
Mstep: Class 26 contains 9805 members 
Mstep: Class 27 contains 16169 members 
Mstep: Class 28 contains 161334 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43422 members 
Mstep: Class 33 contains 5461 members 
Mstep: Class 34 contains 6008 members 
Mstep: Class 35 contains 1065 members 
Mstep: Class 36 contains 7735 members 
Mstep: Class 37 contains 169355 members 
Mstep: Class 38 contains 5029 members 
Mstep: Class 39 contains 9693 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 4153 members 
Mstep: Class 42 contains 99707 members 
Mstep: Class 43 contains 12437 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38411 members 
Mstep: Class 48 contains 1557 members 
Mstep: Class 49 contains 3695 members 
Mstep: Class 50 contains 11874 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3277 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 2114 members 
Mstep: Class 57 contains 5330 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7373 members 
Mstep: Class 60 contains 2178 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1195 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2494 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2712 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 4886 members 
Mstep: Class 72 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809072.000000 Penalty: 256978.921875
Iteration 164Q: 73 clusters Score -1.508091e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 128611 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19116 members 
Mstep: Class 6 contains 21032 members 
Mstep: Class 7 contains 18538 members 
Mstep: Class 8 contains 107779 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 122456 members 
Mstep: Class 12 contains 52931 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18789 members 
Mstep: Class 16 contains 33579 members 
Mstep: Class 17 contains 127882 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 146089 members 
Mstep: Class 22 contains 21307 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 110003 members 
Mstep: Class 25 contains 8969 members 
Mstep: Class 26 contains 9682 members 
Mstep: Class 27 contains 16158 members 
Mstep: Class 28 contains 161336 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43452 members 
Mstep: Class 33 contains 5469 members 
Mstep: Class 34 contains 6001 members 
Mstep: Class 35 contains 1068 members 
Mstep: Class 36 contains 7745 members 
Mstep: Class 37 contains 169357 members 
Mstep: Class 38 contains 5030 members 
Mstep: Class 39 contains 9683 members 
Mstep: Class 40 contains 1114 members 
Mstep: Class 41 contains 4152 members 
Mstep: Class 42 contains 99704 members 
Mstep: Class 43 contains 12453 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2357 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38411 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3690 members 
Mstep: Class 50 contains 11873 members 
Mstep: Class 51 contains 4010 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3381 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 2114 members 
Mstep: Class 57 contains 5365 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7375 members 
Mstep: Class 60 contains 2179 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1198 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2500 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2713 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 5017 members 
Mstep: Class 72 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809136.000000 Penalty: 256978.921875
Iteration 165Q: 73 clusters Score -1.508091e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 128597 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19082 members 
Mstep: Class 6 contains 21036 members 
Mstep: Class 7 contains 18538 members 
Mstep: Class 8 contains 107780 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 122459 members 
Mstep: Class 12 contains 52863 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18756 members 
Mstep: Class 16 contains 33577 members 
Mstep: Class 17 contains 127870 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 146100 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 110002 members 
Mstep: Class 25 contains 8979 members 
Mstep: Class 26 contains 9590 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 161339 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43474 members 
Mstep: Class 33 contains 5478 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 1069 members 
Mstep: Class 36 contains 7758 members 
Mstep: Class 37 contains 169359 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 9677 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 4156 members 
Mstep: Class 42 contains 99698 members 
Mstep: Class 43 contains 12477 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38412 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3679 members 
Mstep: Class 50 contains 11873 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3467 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 2114 members 
Mstep: Class 57 contains 5395 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7377 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1200 members 
Mstep: Class 65 contains 5657 members 
Mstep: Class 66 contains 2510 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2713 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 5116 members 
Mstep: Class 72 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809424.000000 Penalty: 256978.921875
Iteration 166Q: 73 clusters Score -1.508094e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 128595 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19051 members 
Mstep: Class 6 contains 21031 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 107783 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 122460 members 
Mstep: Class 12 contains 52796 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19447 members 
Mstep: Class 15 contains 18729 members 
Mstep: Class 16 contains 33570 members 
Mstep: Class 17 contains 127853 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 5410 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 146092 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7774 members 
Mstep: Class 24 contains 110002 members 
Mstep: Class 25 contains 8984 members 
Mstep: Class 26 contains 9513 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 161346 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43495 members 
Mstep: Class 33 contains 5488 members 
Mstep: Class 34 contains 5999 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7767 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9675 members 
Mstep: Class 40 contains 1116 members 
Mstep: Class 41 contains 4157 members 
Mstep: Class 42 contains 99693 members 
Mstep: Class 43 contains 12497 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38407 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3679 members 
Mstep: Class 50 contains 11873 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3579 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 2115 members 
Mstep: Class 57 contains 5425 members 
Mstep: Class 58 contains 3848 members 
Mstep: Class 59 contains 7379 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1200 members 
Mstep: Class 65 contains 5657 members 
Mstep: Class 66 contains 2520 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2714 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 5197 members 
Mstep: Class 72 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809248.000000 Penalty: 256978.921875
Iteration 167Q: 73 clusters Score -1.508092e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 3581 members 
Mstep: Class 3 contains 128593 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 19021 members 
Mstep: Class 6 contains 21023 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 107794 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 122459 members 
Mstep: Class 12 contains 52706 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 18710 members 
Mstep: Class 16 contains 33562 members 
Mstep: Class 17 contains 127830 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 5411 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 146087 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7774 members 
Mstep: Class 24 contains 109996 members 
Mstep: Class 25 contains 8987 members 
Mstep: Class 26 contains 9445 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 161355 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43518 members 
Mstep: Class 33 contains 5494 members 
Mstep: Class 34 contains 5997 members 
Mstep: Class 35 contains 1071 members 
Mstep: Class 36 contains 7770 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9672 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 4158 members 
Mstep: Class 42 contains 99689 members 
Mstep: Class 43 contains 12507 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38408 members 
Mstep: Class 48 contains 1557 members 
Mstep: Class 49 contains 3679 members 
Mstep: Class 50 contains 11873 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3709 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4412 members 
Mstep: Class 56 contains 2118 members 
Mstep: Class 57 contains 5459 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7381 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1200 members 
Mstep: Class 65 contains 5656 members 
Mstep: Class 66 contains 2525 members 
Mstep: Class 67 contains 7488 members 
Mstep: Class 68 contains 2713 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5265 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809440.000000 Penalty: 256978.921875
Iteration 168Q: 73 clusters Score -1.508094e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 3 contains 128575 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18990 members 
Mstep: Class 6 contains 21015 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 107805 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 122459 members 
Mstep: Class 12 contains 52625 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 33555 members 
Mstep: Class 17 contains 127811 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7774 members 
Mstep: Class 24 contains 109996 members 
Mstep: Class 25 contains 9002 members 
Mstep: Class 26 contains 9386 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 161368 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43532 members 
Mstep: Class 33 contains 5502 members 
Mstep: Class 34 contains 5995 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7773 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9670 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 4162 members 
Mstep: Class 42 contains 99689 members 
Mstep: Class 43 contains 12509 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38412 members 
Mstep: Class 48 contains 1557 members 
Mstep: Class 49 contains 3677 members 
Mstep: Class 50 contains 11874 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 3837 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4413 members 
Mstep: Class 56 contains 2118 members 
Mstep: Class 57 contains 5493 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7381 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1202 members 
Mstep: Class 65 contains 5656 members 
Mstep: Class 66 contains 2531 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2713 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 5324 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809680.000000 Penalty: 256978.921875
Iteration 169Q: 73 clusters Score -1.508097e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 128563 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18962 members 
Mstep: Class 6 contains 21016 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 107811 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 122459 members 
Mstep: Class 12 contains 52540 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 33542 members 
Mstep: Class 17 contains 127807 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 146090 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7772 members 
Mstep: Class 24 contains 109998 members 
Mstep: Class 25 contains 9015 members 
Mstep: Class 26 contains 9346 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 161384 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43543 members 
Mstep: Class 33 contains 5512 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9670 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 4165 members 
Mstep: Class 42 contains 99689 members 
Mstep: Class 43 contains 12518 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38409 members 
Mstep: Class 48 contains 1558 members 
Mstep: Class 49 contains 3678 members 
Mstep: Class 50 contains 11872 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 3962 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 2118 members 
Mstep: Class 57 contains 5517 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7381 members 
Mstep: Class 60 contains 2180 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1202 members 
Mstep: Class 65 contains 5656 members 
Mstep: Class 66 contains 2535 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2714 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5364 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150809888.000000 Penalty: 256978.921875
Iteration 170Q: 73 clusters Score -1.508099e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 128550 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18921 members 
Mstep: Class 6 contains 21011 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 107818 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 122459 members 
Mstep: Class 12 contains 52435 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 18665 members 
Mstep: Class 16 contains 33532 members 
Mstep: Class 17 contains 127791 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 146092 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7769 members 
Mstep: Class 24 contains 110001 members 
Mstep: Class 25 contains 9026 members 
Mstep: Class 26 contains 9321 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 161397 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43558 members 
Mstep: Class 33 contains 5523 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7783 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9666 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99688 members 
Mstep: Class 43 contains 12524 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38410 members 
Mstep: Class 48 contains 1558 members 
Mstep: Class 49 contains 3676 members 
Mstep: Class 50 contains 11870 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4105 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5544 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7380 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1203 members 
Mstep: Class 65 contains 5657 members 
Mstep: Class 66 contains 2539 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2714 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5388 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810064.000000 Penalty: 256978.921875
Iteration 171Q: 73 clusters Score -1.508101e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 3597 members 
Mstep: Class 3 contains 128538 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18872 members 
Mstep: Class 6 contains 21007 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 107822 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 6009 members 
Mstep: Class 11 contains 122462 members 
Mstep: Class 12 contains 52337 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19448 members 
Mstep: Class 15 contains 18652 members 
Mstep: Class 16 contains 33528 members 
Mstep: Class 17 contains 127788 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 146096 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7769 members 
Mstep: Class 24 contains 110002 members 
Mstep: Class 25 contains 9036 members 
Mstep: Class 26 contains 9303 members 
Mstep: Class 27 contains 16033 members 
Mstep: Class 28 contains 161402 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43568 members 
Mstep: Class 33 contains 5533 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 1069 members 
Mstep: Class 36 contains 7788 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9665 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99686 members 
Mstep: Class 43 contains 12526 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38409 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3683 members 
Mstep: Class 50 contains 11866 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4233 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4414 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5558 members 
Mstep: Class 58 contains 3847 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1204 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2548 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2716 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5406 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810272.000000 Penalty: 256978.921875
Iteration 172Q: 73 clusters Score -1.508103e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 3598 members 
Mstep: Class 3 contains 128531 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18826 members 
Mstep: Class 6 contains 21000 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 107831 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 122462 members 
Mstep: Class 12 contains 52242 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19447 members 
Mstep: Class 15 contains 18638 members 
Mstep: Class 16 contains 33518 members 
Mstep: Class 17 contains 127770 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 5429 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 146098 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7768 members 
Mstep: Class 24 contains 109995 members 
Mstep: Class 25 contains 9044 members 
Mstep: Class 26 contains 9282 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 161409 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43583 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 5981 members 
Mstep: Class 35 contains 1069 members 
Mstep: Class 36 contains 7793 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9663 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99686 members 
Mstep: Class 43 contains 12532 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38405 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3682 members 
Mstep: Class 50 contains 11865 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4381 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4415 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5571 members 
Mstep: Class 58 contains 3846 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1206 members 
Mstep: Class 65 contains 5659 members 
Mstep: Class 66 contains 2555 members 
Mstep: Class 67 contains 7493 members 
Mstep: Class 68 contains 2718 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5429 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810480.000000 Penalty: 256978.921875
Iteration 173Q: 73 clusters Score -1.508105e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 3598 members 
Mstep: Class 3 contains 128528 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18788 members 
Mstep: Class 6 contains 20999 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 107843 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5964 members 
Mstep: Class 11 contains 122463 members 
Mstep: Class 12 contains 52146 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18623 members 
Mstep: Class 16 contains 33513 members 
Mstep: Class 17 contains 127739 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 146100 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7764 members 
Mstep: Class 24 contains 109996 members 
Mstep: Class 25 contains 9045 members 
Mstep: Class 26 contains 9269 members 
Mstep: Class 27 contains 16000 members 
Mstep: Class 28 contains 161424 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43590 members 
Mstep: Class 33 contains 5551 members 
Mstep: Class 34 contains 5982 members 
Mstep: Class 35 contains 1069 members 
Mstep: Class 36 contains 7792 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9661 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99684 members 
Mstep: Class 43 contains 12539 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38408 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3684 members 
Mstep: Class 50 contains 11864 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4527 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5581 members 
Mstep: Class 58 contains 3846 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1206 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2558 members 
Mstep: Class 67 contains 7494 members 
Mstep: Class 68 contains 2718 members 
Mstep: Class 69 contains 2835 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5445 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810528.000000 Penalty: 256978.921875
Iteration 174Q: 73 clusters Score -1.508105e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 3600 members 
Mstep: Class 3 contains 128531 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18746 members 
Mstep: Class 6 contains 20998 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 107852 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 122464 members 
Mstep: Class 12 contains 52068 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18608 members 
Mstep: Class 16 contains 33508 members 
Mstep: Class 17 contains 127697 members 
Mstep: Class 18 contains 4156 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 146099 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7762 members 
Mstep: Class 24 contains 109991 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 9260 members 
Mstep: Class 27 contains 15978 members 
Mstep: Class 28 contains 161442 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43604 members 
Mstep: Class 33 contains 5560 members 
Mstep: Class 34 contains 5982 members 
Mstep: Class 35 contains 1069 members 
Mstep: Class 36 contains 7789 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9661 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4166 members 
Mstep: Class 42 contains 99683 members 
Mstep: Class 43 contains 12542 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38418 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3686 members 
Mstep: Class 50 contains 11864 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4646 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4422 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5591 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1208 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2559 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2719 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5454 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810496.000000 Penalty: 256978.921875
Iteration 175Q: 73 clusters Score -1.508105e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 128527 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18703 members 
Mstep: Class 6 contains 20995 members 
Mstep: Class 7 contains 18536 members 
Mstep: Class 8 contains 107853 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5945 members 
Mstep: Class 11 contains 122458 members 
Mstep: Class 12 contains 52005 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 16 contains 33501 members 
Mstep: Class 17 contains 127663 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 146091 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7760 members 
Mstep: Class 24 contains 109995 members 
Mstep: Class 25 contains 9057 members 
Mstep: Class 26 contains 9255 members 
Mstep: Class 27 contains 15966 members 
Mstep: Class 28 contains 161449 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43617 members 
Mstep: Class 33 contains 5566 members 
Mstep: Class 34 contains 5980 members 
Mstep: Class 35 contains 1069 members 
Mstep: Class 36 contains 7786 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5035 members 
Mstep: Class 39 contains 9661 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 4166 members 
Mstep: Class 42 contains 99682 members 
Mstep: Class 43 contains 12554 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38424 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3687 members 
Mstep: Class 50 contains 11864 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4757 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5601 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 2181 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1210 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2562 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2719 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5458 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810560.000000 Penalty: 256978.921875
Iteration 176Q: 73 clusters Score -1.508106e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 128527 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18657 members 
Mstep: Class 6 contains 20991 members 
Mstep: Class 7 contains 18535 members 
Mstep: Class 8 contains 107862 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 122458 members 
Mstep: Class 12 contains 51910 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 33489 members 
Mstep: Class 17 contains 127634 members 
Mstep: Class 18 contains 4185 members 
Mstep: Class 19 contains 5444 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 146078 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7756 members 
Mstep: Class 24 contains 109994 members 
Mstep: Class 25 contains 9063 members 
Mstep: Class 26 contains 9253 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43626 members 
Mstep: Class 33 contains 5569 members 
Mstep: Class 34 contains 5979 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7789 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5035 members 
Mstep: Class 39 contains 9660 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12564 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 7143 members 
Mstep: Class 47 contains 38432 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3689 members 
Mstep: Class 50 contains 11861 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 4894 members 
Mstep: Class 54 contains 7360 members 
Mstep: Class 55 contains 4425 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5604 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7382 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1211 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2564 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2719 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5458 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810592.000000 Penalty: 256978.921875
Iteration 177Q: 73 clusters Score -1.508106e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 3614 members 
Mstep: Class 3 contains 128523 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18616 members 
Mstep: Class 6 contains 20987 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 122460 members 
Mstep: Class 12 contains 51816 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18578 members 
Mstep: Class 16 contains 33475 members 
Mstep: Class 17 contains 127615 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 2917 members 
Mstep: Class 21 contains 146073 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7754 members 
Mstep: Class 24 contains 109997 members 
Mstep: Class 25 contains 9069 members 
Mstep: Class 26 contains 9252 members 
Mstep: Class 27 contains 15950 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43628 members 
Mstep: Class 33 contains 5571 members 
Mstep: Class 34 contains 5976 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7791 members 
Mstep: Class 37 contains 169361 members 
Mstep: Class 38 contains 5035 members 
Mstep: Class 39 contains 9660 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12571 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2359 members 
Mstep: Class 46 contains 7144 members 
Mstep: Class 47 contains 38438 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3692 members 
Mstep: Class 50 contains 11856 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5034 members 
Mstep: Class 54 contains 7360 members 
Mstep: Class 55 contains 4428 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5606 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1211 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2564 members 
Mstep: Class 67 contains 7496 members 
Mstep: Class 68 contains 2719 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5457 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810816.000000 Penalty: 256978.921875
Iteration 178Q: 73 clusters Score -1.508108e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 128529 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 18582 members 
Mstep: Class 6 contains 20985 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107865 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 122455 members 
Mstep: Class 12 contains 51719 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18571 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 17 contains 127593 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 5469 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146068 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7752 members 
Mstep: Class 24 contains 110003 members 
Mstep: Class 25 contains 9073 members 
Mstep: Class 26 contains 9251 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43637 members 
Mstep: Class 33 contains 5567 members 
Mstep: Class 34 contains 5975 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7792 members 
Mstep: Class 37 contains 169361 members 
Mstep: Class 38 contains 5034 members 
Mstep: Class 39 contains 9660 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4165 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12575 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7145 members 
Mstep: Class 47 contains 38437 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3693 members 
Mstep: Class 50 contains 11854 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5177 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4429 members 
Mstep: Class 56 contains 2120 members 
Mstep: Class 57 contains 5603 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1210 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2565 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2720 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5458 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810928.000000 Penalty: 256978.921875
Iteration 179Q: 73 clusters Score -1.508109e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 3617 members 
Mstep: Class 3 contains 128523 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18550 members 
Mstep: Class 6 contains 20984 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107858 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 122453 members 
Mstep: Class 12 contains 51627 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 33448 members 
Mstep: Class 17 contains 127579 members 
Mstep: Class 18 contains 4266 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146066 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7749 members 
Mstep: Class 24 contains 110014 members 
Mstep: Class 25 contains 9074 members 
Mstep: Class 26 contains 9249 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 161457 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43649 members 
Mstep: Class 33 contains 5563 members 
Mstep: Class 34 contains 5976 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7795 members 
Mstep: Class 37 contains 169361 members 
Mstep: Class 38 contains 5033 members 
Mstep: Class 39 contains 9660 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12583 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38439 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3695 members 
Mstep: Class 50 contains 11850 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5304 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4430 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5607 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1208 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2564 members 
Mstep: Class 67 contains 7499 members 
Mstep: Class 68 contains 2720 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5460 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810976.000000 Penalty: 256978.921875
Iteration 180F: 73 clusters Score -1.50811e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 128519 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18513 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107850 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 122450 members 
Mstep: Class 12 contains 51528 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18559 members 
Mstep: Class 16 contains 33426 members 
Mstep: Class 17 contains 127568 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146065 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 7746 members 
Mstep: Class 24 contains 110024 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 9249 members 
Mstep: Class 27 contains 15901 members 
Mstep: Class 28 contains 161466 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43666 members 
Mstep: Class 33 contains 5553 members 
Mstep: Class 34 contains 5975 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7794 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9659 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4168 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12588 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38435 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3696 members 
Mstep: Class 50 contains 11847 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5443 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4428 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5614 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1208 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2564 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810880.000000 Penalty: 256978.921875
Iteration 181Q: 73 clusters Score -1.508109e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 128520 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18490 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107852 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 122448 members 
Mstep: Class 12 contains 51441 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18552 members 
Mstep: Class 16 contains 33414 members 
Mstep: Class 17 contains 127555 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146067 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7737 members 
Mstep: Class 24 contains 110028 members 
Mstep: Class 25 contains 9074 members 
Mstep: Class 26 contains 9249 members 
Mstep: Class 27 contains 15897 members 
Mstep: Class 28 contains 161465 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43673 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7796 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5032 members 
Mstep: Class 39 contains 9659 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38438 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3699 members 
Mstep: Class 50 contains 11846 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5564 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4427 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5616 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1209 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2566 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811184.000000 Penalty: 256978.921875
Iteration 182Q: 73 clusters Score -1.508112e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 3622 members 
Mstep: Class 3 contains 128522 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107852 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5902 members 
Mstep: Class 11 contains 122447 members 
Mstep: Class 12 contains 51347 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18549 members 
Mstep: Class 16 contains 33409 members 
Mstep: Class 17 contains 127520 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 5497 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146070 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7728 members 
Mstep: Class 24 contains 110031 members 
Mstep: Class 25 contains 9072 members 
Mstep: Class 26 contains 9249 members 
Mstep: Class 27 contains 15898 members 
Mstep: Class 28 contains 161467 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43685 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7798 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5034 members 
Mstep: Class 39 contains 9659 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12602 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38443 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3700 members 
Mstep: Class 50 contains 11845 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5699 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4428 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5618 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1210 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2571 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811120.000000 Penalty: 256978.921875
Iteration 183Q: 73 clusters Score -1.508111e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 128518 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18426 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107856 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 122441 members 
Mstep: Class 12 contains 51247 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 33408 members 
Mstep: Class 17 contains 127494 members 
Mstep: Class 18 contains 4318 members 
Mstep: Class 19 contains 5504 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146072 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7724 members 
Mstep: Class 24 contains 110034 members 
Mstep: Class 25 contains 9073 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15901 members 
Mstep: Class 28 contains 161475 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43697 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5979 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7799 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5036 members 
Mstep: Class 39 contains 9659 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12610 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38450 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3700 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5825 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4428 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5619 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1212 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2574 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811056.000000 Penalty: 256978.921875
Iteration 184Q: 73 clusters Score -1.508111e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 128513 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18390 members 
Mstep: Class 6 contains 20977 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107854 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 122441 members 
Mstep: Class 12 contains 51148 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18533 members 
Mstep: Class 16 contains 33409 members 
Mstep: Class 17 contains 127483 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 5514 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146080 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7722 members 
Mstep: Class 24 contains 110040 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15894 members 
Mstep: Class 28 contains 161481 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43709 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 5982 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7802 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5035 members 
Mstep: Class 39 contains 9656 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12619 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38458 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3698 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 5942 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4427 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5619 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2576 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811056.000000 Penalty: 256978.921875
Iteration 185Q: 73 clusters Score -1.508111e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 128510 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18350 members 
Mstep: Class 6 contains 20976 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107855 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5883 members 
Mstep: Class 11 contains 122441 members 
Mstep: Class 12 contains 51066 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18525 members 
Mstep: Class 16 contains 33407 members 
Mstep: Class 17 contains 127469 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146079 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7719 members 
Mstep: Class 24 contains 110047 members 
Mstep: Class 25 contains 9077 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15892 members 
Mstep: Class 28 contains 161481 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43717 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 5984 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5036 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1124 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12627 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38462 members 
Mstep: Class 48 contains 1556 members 
Mstep: Class 49 contains 3695 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6059 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4426 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5619 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2582 members 
Mstep: Class 67 contains 7501 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810992.000000 Penalty: 256978.921875
Iteration 186Q: 73 clusters Score -1.50811e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 128509 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18309 members 
Mstep: Class 6 contains 20976 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107858 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5876 members 
Mstep: Class 11 contains 122439 members 
Mstep: Class 12 contains 50977 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18514 members 
Mstep: Class 16 contains 33405 members 
Mstep: Class 17 contains 127451 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146084 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7719 members 
Mstep: Class 24 contains 110047 members 
Mstep: Class 25 contains 9079 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15900 members 
Mstep: Class 28 contains 161482 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43732 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 5984 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7806 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5038 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12635 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38470 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3697 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6177 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4425 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5619 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2583 members 
Mstep: Class 67 contains 7499 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811120.000000 Penalty: 256978.921875
Iteration 187Q: 73 clusters Score -1.508111e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 3625 members 
Mstep: Class 3 contains 128510 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18266 members 
Mstep: Class 6 contains 20975 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107858 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122438 members 
Mstep: Class 12 contains 50911 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18501 members 
Mstep: Class 16 contains 33402 members 
Mstep: Class 17 contains 127446 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 5532 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146086 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7713 members 
Mstep: Class 24 contains 110044 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15898 members 
Mstep: Class 28 contains 161479 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43741 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7806 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5040 members 
Mstep: Class 39 contains 9658 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12639 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38481 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3696 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6281 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4427 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5619 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2584 members 
Mstep: Class 67 contains 7498 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811024.000000 Penalty: 256978.921875
Iteration 188Q: 73 clusters Score -1.50811e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 3627 members 
Mstep: Class 3 contains 128507 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18227 members 
Mstep: Class 6 contains 20974 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107858 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 122437 members 
Mstep: Class 12 contains 50845 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18490 members 
Mstep: Class 16 contains 33400 members 
Mstep: Class 17 contains 127437 members 
Mstep: Class 18 contains 4323 members 
Mstep: Class 19 contains 5535 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146087 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7708 members 
Mstep: Class 24 contains 110048 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15900 members 
Mstep: Class 28 contains 161477 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43746 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7806 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5041 members 
Mstep: Class 39 contains 9658 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12644 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38494 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3695 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6384 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4428 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5619 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2584 members 
Mstep: Class 67 contains 7497 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810944.000000 Penalty: 256978.921875
Iteration 189Q: 73 clusters Score -1.508109e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 128510 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18190 members 
Mstep: Class 6 contains 20972 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107859 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122436 members 
Mstep: Class 12 contains 50771 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18481 members 
Mstep: Class 16 contains 33399 members 
Mstep: Class 17 contains 127434 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146086 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7705 members 
Mstep: Class 24 contains 110048 members 
Mstep: Class 25 contains 9077 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15905 members 
Mstep: Class 28 contains 161472 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43748 members 
Mstep: Class 33 contains 5540 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7805 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5043 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4165 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12653 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38500 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6480 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4430 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7383 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7496 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811136.000000 Penalty: 256978.921875
Iteration 190Q: 73 clusters Score -1.508111e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 128510 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18163 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107860 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122432 members 
Mstep: Class 12 contains 50711 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18476 members 
Mstep: Class 16 contains 33396 members 
Mstep: Class 17 contains 127429 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 5541 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146089 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7701 members 
Mstep: Class 24 contains 110046 members 
Mstep: Class 25 contains 9077 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15907 members 
Mstep: Class 28 contains 161470 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43745 members 
Mstep: Class 33 contains 5542 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1070 members 
Mstep: Class 36 contains 7804 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4162 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12658 members 
Mstep: Class 44 contains 2221 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38507 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11843 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6576 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4428 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7384 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7496 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811152.000000 Penalty: 256978.921875
Iteration 191Q: 73 clusters Score -1.508112e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 128512 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18144 members 
Mstep: Class 6 contains 20970 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107858 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122427 members 
Mstep: Class 12 contains 50656 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 33395 members 
Mstep: Class 17 contains 127424 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 5545 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146087 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7695 members 
Mstep: Class 24 contains 110052 members 
Mstep: Class 25 contains 9077 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15917 members 
Mstep: Class 28 contains 161465 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43754 members 
Mstep: Class 33 contains 5543 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1071 members 
Mstep: Class 36 contains 7802 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4161 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38513 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11842 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6641 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4431 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7385 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7495 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811152.000000 Penalty: 256978.921875
Iteration 192Q: 73 clusters Score -1.508112e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 128508 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18113 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107860 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122427 members 
Mstep: Class 12 contains 50602 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18464 members 
Mstep: Class 16 contains 33391 members 
Mstep: Class 17 contains 127423 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 5548 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146087 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 161461 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43760 members 
Mstep: Class 33 contains 5544 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1072 members 
Mstep: Class 36 contains 7802 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4160 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38520 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11842 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6714 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4434 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7385 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7495 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811168.000000 Penalty: 256978.921875
Iteration 193Q: 73 clusters Score -1.508112e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18084 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107862 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122426 members 
Mstep: Class 12 contains 50561 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18465 members 
Mstep: Class 16 contains 33386 members 
Mstep: Class 17 contains 127420 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 5549 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7686 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 161466 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43768 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1072 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4163 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12663 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38522 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11842 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6774 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4434 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7385 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7495 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811136.000000 Penalty: 256978.921875
Iteration 194Q: 73 clusters Score -1.508111e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18044 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18533 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122421 members 
Mstep: Class 12 contains 50522 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18466 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 127417 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 5549 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7682 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 161465 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43781 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1072 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12663 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38531 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6842 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4435 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7386 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7495 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811136.000000 Penalty: 256978.921875
Iteration 195Q: 73 clusters Score -1.508111e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 18010 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122415 members 
Mstep: Class 12 contains 50479 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 33383 members 
Mstep: Class 17 contains 127422 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 5547 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7676 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15929 members 
Mstep: Class 28 contains 161462 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43780 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1072 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12664 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38543 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6913 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4431 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7495 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811216.000000 Penalty: 256978.921875
Iteration 196Q: 73 clusters Score -1.508112e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17974 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122414 members 
Mstep: Class 12 contains 50444 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18463 members 
Mstep: Class 16 contains 33382 members 
Mstep: Class 17 contains 127421 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15933 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43789 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4163 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12667 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38552 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 6969 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4429 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5663 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7495 members 
Mstep: Class 68 contains 2720 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811440.000000 Penalty: 256978.921875
Iteration 197Q: 73 clusters Score -1.508114e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17939 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122410 members 
Mstep: Class 12 contains 50407 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 33377 members 
Mstep: Class 17 contains 127427 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 5562 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15939 members 
Mstep: Class 28 contains 161454 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43801 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4163 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12670 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38561 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7021 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4430 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7494 members 
Mstep: Class 68 contains 2720 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811328.000000 Penalty: 256978.921875
Iteration 198Q: 73 clusters Score -1.508113e+08 nChanged 169
Entering ConstructFrom: 
Score: -150811328.000000 Penalty: 256978.921875
Entering ConstructFrom: 
Trying to split cluster 1 (77141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Entering Unmasked Estep 
Score: -8161135.000000 Penalty: 2790.840820
	Iteration 0F: 2 clusters Score -8161135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -8110907.500000 Penalty: 5581.681641
	Iteration 0F: 3 clusters Score -8110908 nChanged 36314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -8131370.000000 Penalty: 5581.681641
	Iteration 1F: 3 clusters Score -8131370 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -8131966.500000 Penalty: 5581.681641
	Iteration 2Q: 3 clusters Score -8131966 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -8132615.000000 Penalty: 5581.681641
	Iteration 3Q: 3 clusters Score -8132615 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -8133481.500000 Penalty: 5581.681641
	Iteration 4Q: 3 clusters Score -8133482 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -8134723.000000 Penalty: 5581.681641
	Iteration 5Q: 3 clusters Score -8134723 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -8136469.000000 Penalty: 5581.681641
	Iteration 6Q: 3 clusters Score -8136469 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -8138865.000000 Penalty: 5581.681641
	Iteration 7F: 3 clusters Score -8138865 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -8141662.000000 Penalty: 5581.681641
	Iteration 8F: 3 clusters Score -8141662 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -8144484.500000 Penalty: 5581.681641
	Iteration 9F: 3 clusters Score -8144484 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -8146916.000000 Penalty: 5581.681641
	Iteration 10F: 3 clusters Score -8146916 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -8148790.000000 Penalty: 5581.681641
	Iteration 11Q: 3 clusters Score -8148790 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8150152.500000 Penalty: 5581.681641
	Iteration 12Q: 3 clusters Score -8150152 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8151110.500000 Penalty: 5581.681641
	Iteration 13Q: 3 clusters Score -8151110 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -8151843.000000 Penalty: 5581.681641
	Iteration 14Q: 3 clusters Score -8151843 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -8152469.500000 Penalty: 5581.681641
	Iteration 15Q: 3 clusters Score -8152470 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -8153199.500000 Penalty: 5581.681641
	Iteration 16Q: 3 clusters Score -8153200 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -8153903.500000 Penalty: 5581.681641
	Iteration 17Q: 3 clusters Score -8153904 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -8154598.000000 Penalty: 5581.681641
	Iteration 18Q: 3 clusters Score -8154598 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -8155322.500000 Penalty: 5581.681641
	Iteration 19Q: 3 clusters Score -8155322 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -8155991.000000 Penalty: 5581.681641
	Iteration 20F: 3 clusters Score -8155991 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8156726.000000 Penalty: 5581.681641
	Iteration 21Q: 3 clusters Score -8156726 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8157382.000000 Penalty: 5581.681641
	Iteration 22Q: 3 clusters Score -8157382 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -8157876.000000 Penalty: 5581.681641
	Iteration 23Q: 3 clusters Score -8157876 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8158255.500000 Penalty: 5581.681641
	Iteration 24Q: 3 clusters Score -8158256 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -8158564.000000 Penalty: 5581.681641
	Iteration 25Q: 3 clusters Score -8158564 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8158789.500000 Penalty: 5581.681641
	Iteration 26Q: 3 clusters Score -8158790 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -8158946.000000 Penalty: 5581.681641
	Iteration 27Q: 3 clusters Score -8158946 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -8159088.000000 Penalty: 5581.681641
	Iteration 28Q: 3 clusters Score -8159088 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8159175.500000 Penalty: 5581.681641
	Iteration 29Q: 3 clusters Score -8159176 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8159234.000000 Penalty: 5581.681641
	Iteration 30Q: 3 clusters Score -8159234 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8159284.000000 Penalty: 5581.681641
	Iteration 31Q: 3 clusters Score -8159284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8159307.000000 Penalty: 5581.681641
	Iteration 32Q: 3 clusters Score -8159307 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8159332.000000 Penalty: 5581.681641
	Iteration 33Q: 3 clusters Score -8159332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8159352.000000 Penalty: 5581.681641
	Iteration 34Q: 3 clusters Score -8159352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8159356.500000 Penalty: 5581.681641
	Iteration 35Q: 3 clusters Score -8159356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8159367.500000 Penalty: 5581.681641
	Iteration 36Q: 3 clusters Score -8159368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8159384.500000 Penalty: 5581.681641
	Iteration 37Q: 3 clusters Score -8159384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8159400.500000 Penalty: 5581.681641
	Iteration 38Q: 3 clusters Score -8159400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8159410.000000 Penalty: 5581.681641
	Iteration 39Q: 3 clusters Score -8159410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8159419.000000 Penalty: 5581.681641
	Iteration 40F: 3 clusters Score -8159419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8159421.000000 Penalty: 5581.681641
	Iteration 41Q: 3 clusters Score -8159421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8159423.500000 Penalty: 5581.681641
	Iteration 42Q: 3 clusters Score -8159424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8159442.500000 Penalty: 5581.681641
	Iteration 43Q: 3 clusters Score -8159442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8159431.500000 Penalty: 5581.681641
	Iteration 44Q: 3 clusters Score -8159432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8159439.000000 Penalty: 5581.681641
	Iteration 45Q: 3 clusters Score -8159439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8159446.500000 Penalty: 5581.681641
	Iteration 46Q: 3 clusters Score -8159446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8159458.000000 Penalty: 5581.681641
	Iteration 47Q: 3 clusters Score -8159458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8159455.000000 Penalty: 5581.681641
	Iteration 48Q: 3 clusters Score -8159455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8159462.500000 Penalty: 5581.681641
	Iteration 49Q: 3 clusters Score -8159462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8159466.500000 Penalty: 5581.681641
	Iteration 50Q: 3 clusters Score -8159466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8159460.000000 Penalty: 5581.681641
	Iteration 51Q: 3 clusters Score -8159460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8159464.000000 Penalty: 5581.681641
	Iteration 52Q: 3 clusters Score -8159464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8159470.000000 Penalty: 5581.681641
	Iteration 53Q: 3 clusters Score -8159470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8159468.500000 Penalty: 5581.681641
	Iteration 54Q: 3 clusters Score -8159468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8159469.500000 Penalty: 5581.681641
	Iteration 55Q: 3 clusters Score -8159470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8159471.000000 Penalty: 5581.681641
	Iteration 56Q: 3 clusters Score -8159471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8159452.000000 Penalty: 5581.681641
	Iteration 57Q: 3 clusters Score -8159452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8159449.000000 Penalty: 5581.681641
	Iteration 58Q: 3 clusters Score -8159449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8159459.000000 Penalty: 5581.681641
	Iteration 59Q: 3 clusters Score -8159459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8159459.000000 Penalty: 5581.681641
	Iteration 60F: 3 clusters Score -8159459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -218391.968750 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -218392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -214767.968750 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -214768 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -216087.375000 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -216087.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -216803.453125 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -216803.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -217323.890625 Penalty: 4065.706055
	Iteration 3F: 3 clusters Score -217323.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -217603.984375 Penalty: 4065.706055
	Iteration 4F: 3 clusters Score -217604 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -217817.515625 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -217817.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -218017.125000 Penalty: 4065.706055
	Iteration 6Q: 3 clusters Score -218017.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -218155.703125 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -218155.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -218257.250000 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -218257.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -218326.968750 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -218327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -218398.750000 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -218398.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -218481.296875 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -218481.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -218557.515625 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -218557.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -218621.453125 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -218621.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -218650.156250 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -218650.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -218664.593750 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -218664.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -218676.187500 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -218676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -218679.812500 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -218679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -218681.234375 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -218681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -218684.062500 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -218684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -218688.703125 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -218688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -218703.421875 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -218703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -218740.734375 Penalty: 4065.706055
	Iteration 22Q: 3 clusters Score -218740.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -218773.218750 Penalty: 4065.706055
	Iteration 23Q: 3 clusters Score -218773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -218792.828125 Penalty: 4065.706055
	Iteration 24Q: 3 clusters Score -218792.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -218804.421875 Penalty: 4065.706055
	Iteration 25Q: 3 clusters Score -218804.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -218818.593750 Penalty: 4065.706055
	Iteration 26Q: 3 clusters Score -218818.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -218830.859375 Penalty: 4065.706055
	Iteration 27Q: 3 clusters Score -218830.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -218840.796875 Penalty: 4065.706055
	Iteration 28Q: 3 clusters Score -218840.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -218849.984375 Penalty: 4065.706055
	Iteration 29Q: 3 clusters Score -218850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -218855.203125 Penalty: 4065.706055
	Iteration 30Q: 3 clusters Score -218855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -218857.531250 Penalty: 4065.706055
	Iteration 31Q: 3 clusters Score -218857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -218861.859375 Penalty: 4065.706055
	Iteration 32Q: 3 clusters Score -218861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -218863.718750 Penalty: 4065.706055
	Iteration 33Q: 3 clusters Score -218863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -218864.750000 Penalty: 4065.706055
	Iteration 34Q: 3 clusters Score -218864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -218865.984375 Penalty: 4065.706055
	Iteration 35Q: 3 clusters Score -218866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -218865.984375 Penalty: 4065.706055
	Iteration 36F: 3 clusters Score -218866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17888 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122404 members 
Mstep: Class 12 contains 50375 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 33380 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43821 members 
Mstep: Class 33 contains 5544 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12672 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38568 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7072 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4431 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 1998 members 
Entering Unmasked Estep 
Score: -150810576.000000 Penalty: 260548.078125
Splitting cluster 2 changes total score from -150811328.000000 to -150810576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (128504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Entering Unmasked Estep 
Score: -12733566.000000 Penalty: 2917.401611
	Iteration 0F: 2 clusters Score -1.273357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -12648729.000000 Penalty: 5834.803223
	Iteration 0F: 3 clusters Score -1.264873e+07 nChanged 61289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -12683931.000000 Penalty: 5834.803223
	Iteration 1F: 3 clusters Score -1.268393e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -12685255.000000 Penalty: 5834.803223
	Iteration 2Q: 3 clusters Score -1.268526e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -12686964.000000 Penalty: 5834.803223
	Iteration 3Q: 3 clusters Score -1.268696e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -12689817.000000 Penalty: 5834.803223
	Iteration 4Q: 3 clusters Score -1.268982e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -12694782.000000 Penalty: 5834.803223
	Iteration 5F: 3 clusters Score -1.269478e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -12701897.000000 Penalty: 5834.803223
	Iteration 6F: 3 clusters Score -1.27019e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -12710385.000000 Penalty: 5834.803223
	Iteration 7F: 3 clusters Score -1.271038e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -12718423.000000 Penalty: 5834.803223
	Iteration 8F: 3 clusters Score -1.271842e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117462 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -12723731.000000 Penalty: 5834.803223
	Iteration 9Q: 3 clusters Score -1.272373e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -12726888.000000 Penalty: 5834.803223
	Iteration 10Q: 3 clusters Score -1.272689e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123572 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -12728859.000000 Penalty: 5834.803223
	Iteration 11Q: 3 clusters Score -1.272886e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124981 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -12729919.000000 Penalty: 5834.803223
	Iteration 12Q: 3 clusters Score -1.272992e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -12730488.000000 Penalty: 5834.803223
	Iteration 13Q: 3 clusters Score -1.273049e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12730794.000000 Penalty: 5834.803223
	Iteration 14Q: 3 clusters Score -1.273079e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12730898.000000 Penalty: 5834.803223
	Iteration 15Q: 3 clusters Score -1.27309e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126968 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12730994.000000 Penalty: 5834.803223
	Iteration 16Q: 3 clusters Score -1.273099e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12731043.000000 Penalty: 5834.803223
	Iteration 17Q: 3 clusters Score -1.273104e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -12731100.000000 Penalty: 5834.803223
	Iteration 18Q: 3 clusters Score -1.27311e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127344 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12731151.000000 Penalty: 5834.803223
	Iteration 19Q: 3 clusters Score -1.273115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127410 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12731169.000000 Penalty: 5834.803223
	Iteration 20F: 3 clusters Score -1.273117e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12731211.000000 Penalty: 5834.803223
	Iteration 21Q: 3 clusters Score -1.273121e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127513 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12731226.000000 Penalty: 5834.803223
	Iteration 22Q: 3 clusters Score -1.273123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127547 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12731235.000000 Penalty: 5834.803223
	Iteration 23Q: 3 clusters Score -1.273124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12731265.000000 Penalty: 5834.803223
	Iteration 24Q: 3 clusters Score -1.273126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12731272.000000 Penalty: 5834.803223
	Iteration 25Q: 3 clusters Score -1.273127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127607 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12731278.000000 Penalty: 5834.803223
	Iteration 26Q: 3 clusters Score -1.273128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127625 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12731276.000000 Penalty: 5834.803223
	Iteration 27Q: 3 clusters Score -1.273128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12731288.000000 Penalty: 5834.803223
	Iteration 28Q: 3 clusters Score -1.273129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12731296.000000 Penalty: 5834.803223
	Iteration 29Q: 3 clusters Score -1.27313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127672 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12731300.000000 Penalty: 5834.803223
	Iteration 30Q: 3 clusters Score -1.27313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12731308.000000 Penalty: 5834.803223
	Iteration 31Q: 3 clusters Score -1.273131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127685 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12731310.000000 Penalty: 5834.803223
	Iteration 32Q: 3 clusters Score -1.273131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127688 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12731306.000000 Penalty: 5834.803223
	Iteration 33Q: 3 clusters Score -1.273131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127692 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12731315.000000 Penalty: 5834.803223
	Iteration 34Q: 3 clusters Score -1.273132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12731308.000000 Penalty: 5834.803223
	Iteration 35Q: 3 clusters Score -1.273131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12731300.000000 Penalty: 5834.803223
	Iteration 36Q: 3 clusters Score -1.27313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12731300.000000 Penalty: 5834.803223
	Iteration 37F: 3 clusters Score -1.27313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -486477.562500 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -486477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -481518.437500 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -481518.4 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -482642.656250 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -482642.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -482813.062500 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -482813.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -482927.468750 Penalty: 4292.640625
	Iteration 3Q: 3 clusters Score -482927.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -483020.843750 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -483020.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -483095.062500 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -483095.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -483154.000000 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -483154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -483201.656250 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -483201.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -483247.781250 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -483247.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -483294.593750 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -483294.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -483335.093750 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -483335.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -483369.281250 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -483369.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -483401.718750 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -483401.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -483436.812500 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -483436.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -483473.562500 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -483473.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -483516.375000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -483516.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -483555.437500 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -483555.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -483607.062500 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -483607.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -483661.156250 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -483661.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -483715.468750 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -483715.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -483776.250000 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -483776.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -483849.500000 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -483849.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -483916.750000 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -483916.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -483988.000000 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -483988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -484054.187500 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -484054.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -484121.062500 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -484121.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -484187.750000 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -484187.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -484250.562500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -484250.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -484307.531250 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -484307.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -484351.187500 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -484351.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -484391.656250 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -484391.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -484424.843750 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -484424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -484448.343750 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -484448.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -484468.312500 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -484468.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -484491.000000 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -484491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -484504.593750 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -484504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -484515.593750 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -484515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -484527.250000 Penalty: 4292.640625
	Iteration 37Q: 3 clusters Score -484527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -484536.156250 Penalty: 4292.640625
	Iteration 38Q: 3 clusters Score -484536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -484543.343750 Penalty: 4292.640625
	Iteration 39Q: 3 clusters Score -484543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -484551.562500 Penalty: 4292.640625
	Iteration 40F: 3 clusters Score -484551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -484564.375000 Penalty: 4292.640625
	Iteration 41Q: 3 clusters Score -484564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -484575.125000 Penalty: 4292.640625
	Iteration 42Q: 3 clusters Score -484575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -484584.343750 Penalty: 4292.640625
	Iteration 43Q: 3 clusters Score -484584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -484589.375000 Penalty: 4292.640625
	Iteration 44Q: 3 clusters Score -484589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -484591.937500 Penalty: 4292.640625
	Iteration 45Q: 3 clusters Score -484591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -484598.968750 Penalty: 4292.640625
	Iteration 46Q: 3 clusters Score -484599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -484604.000000 Penalty: 4292.640625
	Iteration 47Q: 3 clusters Score -484604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -484610.218750 Penalty: 4292.640625
	Iteration 48Q: 3 clusters Score -484610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -484612.968750 Penalty: 4292.640625
	Iteration 49Q: 3 clusters Score -484613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -484612.968750 Penalty: 4292.640625
	Iteration 50F: 3 clusters Score -484613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Entering Unmasked Estep 
Score: -1406485.625000 Penalty: 2428.387695
	Iteration 0F: 2 clusters Score -1406486 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 8881 members 
Entering Unmasked Estep 
Score: -1393756.625000 Penalty: 4856.775391
	Iteration 0F: 3 clusters Score -1393757 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1397862.625000 Penalty: 4856.775391
	Iteration 1F: 3 clusters Score -1397863 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1398294.625000 Penalty: 4856.775391
	Iteration 2F: 3 clusters Score -1398295 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1398674.125000 Penalty: 4856.775391
	Iteration 3F: 3 clusters Score -1398674 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1399094.625000 Penalty: 4856.775391
	Iteration 4Q: 3 clusters Score -1399095 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1399612.125000 Penalty: 4856.775391
	Iteration 5F: 3 clusters Score -1399612 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1400240.000000 Penalty: 4856.775391
	Iteration 6F: 3 clusters Score -1400240 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1400978.375000 Penalty: 4856.775391
	Iteration 7F: 3 clusters Score -1400978 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1401729.250000 Penalty: 4856.775391
	Iteration 8F: 3 clusters Score -1401729 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1402419.375000 Penalty: 4856.775391
	Iteration 9F: 3 clusters Score -1402419 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1403062.000000 Penalty: 4856.775391
	Iteration 10Q: 3 clusters Score -1403062 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1403538.375000 Penalty: 4856.775391
	Iteration 11Q: 3 clusters Score -1403538 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1403882.250000 Penalty: 4856.775391
	Iteration 12Q: 3 clusters Score -1403882 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1404111.625000 Penalty: 4856.775391
	Iteration 13Q: 3 clusters Score -1404112 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1404250.500000 Penalty: 4856.775391
	Iteration 14Q: 3 clusters Score -1404250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1404338.500000 Penalty: 4856.775391
	Iteration 15Q: 3 clusters Score -1404338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1404394.625000 Penalty: 4856.775391
	Iteration 16Q: 3 clusters Score -1404395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1404441.125000 Penalty: 4856.775391
	Iteration 17Q: 3 clusters Score -1404441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1404482.750000 Penalty: 4856.775391
	Iteration 18Q: 3 clusters Score -1404483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1404505.875000 Penalty: 4856.775391
	Iteration 19Q: 3 clusters Score -1404506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1404540.000000 Penalty: 4856.775391
	Iteration 20F: 3 clusters Score -1404540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1404568.500000 Penalty: 4856.775391
	Iteration 21Q: 3 clusters Score -1404568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1404596.625000 Penalty: 4856.775391
	Iteration 22Q: 3 clusters Score -1404597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1404635.000000 Penalty: 4856.775391
	Iteration 23Q: 3 clusters Score -1404635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1404672.875000 Penalty: 4856.775391
	Iteration 24Q: 3 clusters Score -1404673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1404688.000000 Penalty: 4856.775391
	Iteration 25Q: 3 clusters Score -1404688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1404700.625000 Penalty: 4856.775391
	Iteration 26Q: 3 clusters Score -1404701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1404707.375000 Penalty: 4856.775391
	Iteration 27Q: 3 clusters Score -1404707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1404714.875000 Penalty: 4856.775391
	Iteration 28Q: 3 clusters Score -1404715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1404719.625000 Penalty: 4856.775391
	Iteration 29Q: 3 clusters Score -1404720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1404722.000000 Penalty: 4856.775391
	Iteration 30Q: 3 clusters Score -1404722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1404723.875000 Penalty: 4856.775391
	Iteration 31Q: 3 clusters Score -1404724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1404723.000000 Penalty: 4856.775391
	Iteration 32Q: 3 clusters Score -1404723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1404727.250000 Penalty: 4856.775391
	Iteration 33Q: 3 clusters Score -1404727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1404727.500000 Penalty: 4856.775391
	Iteration 34Q: 3 clusters Score -1404728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1404727.500000 Penalty: 4856.775391
	Iteration 35F: 3 clusters Score -1404728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2057409.625000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -2057410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2042625.625000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -2042626 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2047892.750000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -2047893 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2048795.500000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -2048796 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2049990.750000 Penalty: 4935.644531
	Iteration 3F: 3 clusters Score -2049991 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2051335.375000 Penalty: 4935.644531
	Iteration 4F: 3 clusters Score -2051335 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2052440.000000 Penalty: 4935.644531
	Iteration 5F: 3 clusters Score -2052440 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2053279.875000 Penalty: 4935.644531
	Iteration 6F: 3 clusters Score -2053280 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2053863.000000 Penalty: 4935.644531
	Iteration 7F: 3 clusters Score -2053863 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2054266.625000 Penalty: 4935.644531
	Iteration 8Q: 3 clusters Score -2054267 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2054542.500000 Penalty: 4935.644531
	Iteration 9Q: 3 clusters Score -2054542 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2054736.375000 Penalty: 4935.644531
	Iteration 10Q: 3 clusters Score -2054736 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2054876.375000 Penalty: 4935.644531
	Iteration 11Q: 3 clusters Score -2054876 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2054983.875000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -2054984 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2055072.375000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -2055072 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2055153.125000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -2055153 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2055228.500000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -2055228 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2055299.125000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -2055299 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2055384.625000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -2055385 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2055456.125000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -2055456 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2055535.625000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -2055536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2055635.125000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -2055635 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2055740.250000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -2055740 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2055855.500000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -2055856 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2055976.625000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -2055977 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2056077.250000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -2056077 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2056182.875000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -2056183 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2056270.875000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -2056271 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2056359.125000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -2056359 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2056430.125000 Penalty: 4935.644531
	Iteration 28Q: 3 clusters Score -2056430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2056486.125000 Penalty: 4935.644531
	Iteration 29Q: 3 clusters Score -2056486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2056527.750000 Penalty: 4935.644531
	Iteration 30Q: 3 clusters Score -2056528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2056559.000000 Penalty: 4935.644531
	Iteration 31Q: 3 clusters Score -2056559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2056577.125000 Penalty: 4935.644531
	Iteration 32Q: 3 clusters Score -2056577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2056599.875000 Penalty: 4935.644531
	Iteration 33Q: 3 clusters Score -2056600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2056607.750000 Penalty: 4935.644531
	Iteration 34Q: 3 clusters Score -2056608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2056618.625000 Penalty: 4935.644531
	Iteration 35Q: 3 clusters Score -2056619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2056620.750000 Penalty: 4935.644531
	Iteration 36Q: 3 clusters Score -2056621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2056627.500000 Penalty: 4935.644531
	Iteration 37Q: 3 clusters Score -2056628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2056630.625000 Penalty: 4935.644531
	Iteration 38Q: 3 clusters Score -2056631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2056630.125000 Penalty: 4935.644531
	Iteration 39Q: 3 clusters Score -2056630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2056629.000000 Penalty: 4935.644531
	Iteration 40F: 3 clusters Score -2056629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2056633.375000 Penalty: 4935.644531
	Iteration 41Q: 3 clusters Score -2056633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2056629.625000 Penalty: 4935.644531
	Iteration 42Q: 3 clusters Score -2056630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2056632.125000 Penalty: 4935.644531
	Iteration 43Q: 3 clusters Score -2056632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2056632.125000 Penalty: 4935.644531
	Iteration 44F: 3 clusters Score -2056632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Entering Unmasked Estep 
Score: -1496685.750000 Penalty: 2437.159180
	Iteration 0F: 2 clusters Score -1496686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1483563.375000 Penalty: 4874.318359
	Iteration 0F: 3 clusters Score -1483563 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1487823.625000 Penalty: 4874.318359
	Iteration 1F: 3 clusters Score -1487824 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1488213.875000 Penalty: 4874.318359
	Iteration 2F: 3 clusters Score -1488214 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1488579.750000 Penalty: 4874.318359
	Iteration 3Q: 3 clusters Score -1488580 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1488971.250000 Penalty: 4874.318359
	Iteration 4Q: 3 clusters Score -1488971 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1489545.875000 Penalty: 4874.318359
	Iteration 5F: 3 clusters Score -1489546 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1490348.125000 Penalty: 4874.318359
	Iteration 6F: 3 clusters Score -1490348 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1491259.500000 Penalty: 4874.318359
	Iteration 7F: 3 clusters Score -1491260 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1492127.750000 Penalty: 4874.318359
	Iteration 8F: 3 clusters Score -1492128 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1492739.000000 Penalty: 4874.318359
	Iteration 9F: 3 clusters Score -1492739 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1493197.250000 Penalty: 4874.318359
	Iteration 10Q: 3 clusters Score -1493197 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1493509.875000 Penalty: 4874.318359
	Iteration 11Q: 3 clusters Score -1493510 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1493718.125000 Penalty: 4874.318359
	Iteration 12Q: 3 clusters Score -1493718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1493858.000000 Penalty: 4874.318359
	Iteration 13Q: 3 clusters Score -1493858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1493974.000000 Penalty: 4874.318359
	Iteration 14Q: 3 clusters Score -1493974 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1494060.125000 Penalty: 4874.318359
	Iteration 15Q: 3 clusters Score -1494060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1494146.500000 Penalty: 4874.318359
	Iteration 16Q: 3 clusters Score -1494146 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1494198.625000 Penalty: 4874.318359
	Iteration 17Q: 3 clusters Score -1494199 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1494257.375000 Penalty: 4874.318359
	Iteration 18Q: 3 clusters Score -1494257 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1494313.000000 Penalty: 4874.318359
	Iteration 19Q: 3 clusters Score -1494313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1494357.750000 Penalty: 4874.318359
	Iteration 20F: 3 clusters Score -1494358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1494384.000000 Penalty: 4874.318359
	Iteration 21Q: 3 clusters Score -1494384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1494404.125000 Penalty: 4874.318359
	Iteration 22Q: 3 clusters Score -1494404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1494432.375000 Penalty: 4874.318359
	Iteration 23Q: 3 clusters Score -1494432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1494455.250000 Penalty: 4874.318359
	Iteration 24Q: 3 clusters Score -1494455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1494484.000000 Penalty: 4874.318359
	Iteration 25Q: 3 clusters Score -1494484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1494499.375000 Penalty: 4874.318359
	Iteration 26Q: 3 clusters Score -1494499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1494517.875000 Penalty: 4874.318359
	Iteration 27Q: 3 clusters Score -1494518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1494535.125000 Penalty: 4874.318359
	Iteration 28Q: 3 clusters Score -1494535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1494547.125000 Penalty: 4874.318359
	Iteration 29Q: 3 clusters Score -1494547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1494555.625000 Penalty: 4874.318359
	Iteration 30Q: 3 clusters Score -1494556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1494559.750000 Penalty: 4874.318359
	Iteration 31Q: 3 clusters Score -1494560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1494574.750000 Penalty: 4874.318359
	Iteration 32Q: 3 clusters Score -1494575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1494581.750000 Penalty: 4874.318359
	Iteration 33Q: 3 clusters Score -1494582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1494585.375000 Penalty: 4874.318359
	Iteration 34Q: 3 clusters Score -1494585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1494589.750000 Penalty: 4874.318359
	Iteration 35Q: 3 clusters Score -1494590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1494592.500000 Penalty: 4874.318359
	Iteration 36Q: 3 clusters Score -1494592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1494591.375000 Penalty: 4874.318359
	Iteration 37Q: 3 clusters Score -1494591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1494594.375000 Penalty: 4874.318359
	Iteration 38Q: 3 clusters Score -1494594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1494598.250000 Penalty: 4874.318359
	Iteration 39Q: 3 clusters Score -1494598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1494598.250000 Penalty: 4874.318359
	Iteration 40F: 3 clusters Score -1494598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Entering Unmasked Estep 
Score: -11564789.000000 Penalty: 2873.977051
	Iteration 0F: 2 clusters Score -1.156479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -11498409.000000 Penalty: 5747.954102
	Iteration 0F: 3 clusters Score -1.149841e+07 nChanged 51205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -11527826.000000 Penalty: 5747.954102
	Iteration 1F: 3 clusters Score -1.152783e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -11528651.000000 Penalty: 5747.954102
	Iteration 2Q: 3 clusters Score -1.152865e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -11529717.000000 Penalty: 5747.954102
	Iteration 3Q: 3 clusters Score -1.152972e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -11530879.000000 Penalty: 5747.954102
	Iteration 4Q: 3 clusters Score -1.153088e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -11532502.000000 Penalty: 5747.954102
	Iteration 5Q: 3 clusters Score -1.15325e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -11534468.000000 Penalty: 5747.954102
	Iteration 6Q: 3 clusters Score -1.153447e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -11537000.000000 Penalty: 5747.954102
	Iteration 7Q: 3 clusters Score -1.1537e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -11540367.000000 Penalty: 5747.954102
	Iteration 8F: 3 clusters Score -1.154037e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -11544247.000000 Penalty: 5747.954102
	Iteration 9F: 3 clusters Score -1.154425e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -11548232.000000 Penalty: 5747.954102
	Iteration 10F: 3 clusters Score -1.154823e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -11551700.000000 Penalty: 5747.954102
	Iteration 11Q: 3 clusters Score -1.15517e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -11554370.000000 Penalty: 5747.954102
	Iteration 12Q: 3 clusters Score -1.155437e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -11556399.000000 Penalty: 5747.954102
	Iteration 13Q: 3 clusters Score -1.15564e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -11558211.000000 Penalty: 5747.954102
	Iteration 14Q: 3 clusters Score -1.155821e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -11559666.000000 Penalty: 5747.954102
	Iteration 15Q: 3 clusters Score -1.155967e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -11560953.000000 Penalty: 5747.954102
	Iteration 16Q: 3 clusters Score -1.156095e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -11562254.000000 Penalty: 5747.954102
	Iteration 17Q: 3 clusters Score -1.156225e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -11563152.000000 Penalty: 5747.954102
	Iteration 18Q: 3 clusters Score -1.156315e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -11563712.000000 Penalty: 5747.954102
	Iteration 19Q: 3 clusters Score -1.156371e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -11564067.000000 Penalty: 5747.954102
	Iteration 20F: 3 clusters Score -1.156407e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -11564343.000000 Penalty: 5747.954102
	Iteration 21Q: 3 clusters Score -1.156434e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101742 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -11564570.000000 Penalty: 5747.954102
	Iteration 22Q: 3 clusters Score -1.156457e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -11564669.000000 Penalty: 5747.954102
	Iteration 23Q: 3 clusters Score -1.156467e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -11564718.000000 Penalty: 5747.954102
	Iteration 24Q: 3 clusters Score -1.156472e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -11564761.000000 Penalty: 5747.954102
	Iteration 25Q: 3 clusters Score -1.156476e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -11564816.000000 Penalty: 5747.954102
	Iteration 26Q: 3 clusters Score -1.156482e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -11564809.000000 Penalty: 5747.954102
	Iteration 27Q: 3 clusters Score -1.156481e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -11564828.000000 Penalty: 5747.954102
	Iteration 28Q: 3 clusters Score -1.156483e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -11564830.000000 Penalty: 5747.954102
	Iteration 29Q: 3 clusters Score -1.156483e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -11564808.000000 Penalty: 5747.954102
	Iteration 30Q: 3 clusters Score -1.156481e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -11564813.000000 Penalty: 5747.954102
	Iteration 31Q: 3 clusters Score -1.156481e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102942 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -11564839.000000 Penalty: 5747.954102
	Iteration 32Q: 3 clusters Score -1.156484e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -11564833.000000 Penalty: 5747.954102
	Iteration 33Q: 3 clusters Score -1.156483e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -11564842.000000 Penalty: 5747.954102
	Iteration 34Q: 3 clusters Score -1.156484e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103017 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -11564863.000000 Penalty: 5747.954102
	Iteration 35Q: 3 clusters Score -1.156486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -11564852.000000 Penalty: 5747.954102
	Iteration 36Q: 3 clusters Score -1.156485e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103047 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11564847.000000 Penalty: 5747.954102
	Iteration 37Q: 3 clusters Score -1.156485e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -11564857.000000 Penalty: 5747.954102
	Iteration 38Q: 3 clusters Score -1.156486e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -11564853.000000 Penalty: 5747.954102
	Iteration 39Q: 3 clusters Score -1.156485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -11564849.000000 Penalty: 5747.954102
	Iteration 40F: 3 clusters Score -1.156485e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -11564861.000000 Penalty: 5747.954102
	Iteration 41Q: 3 clusters Score -1.156486e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -11564867.000000 Penalty: 5747.954102
	Iteration 42Q: 3 clusters Score -1.156487e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -11564859.000000 Penalty: 5747.954102
	Iteration 43Q: 3 clusters Score -1.156486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -11564856.000000 Penalty: 5747.954102
	Iteration 44Q: 3 clusters Score -1.156486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -11564859.000000 Penalty: 5747.954102
	Iteration 45Q: 3 clusters Score -1.156486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -11564878.000000 Penalty: 5747.954102
	Iteration 46Q: 3 clusters Score -1.156488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11564875.000000 Penalty: 5747.954102
	Iteration 47Q: 3 clusters Score -1.156488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -11564873.000000 Penalty: 5747.954102
	Iteration 48Q: 3 clusters Score -1.156487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11564891.000000 Penalty: 5747.954102
	Iteration 49Q: 3 clusters Score -1.156489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -11564902.000000 Penalty: 5747.954102
	Iteration 50Q: 3 clusters Score -1.15649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -11564897.000000 Penalty: 5747.954102
	Iteration 51Q: 3 clusters Score -1.15649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11564893.000000 Penalty: 5747.954102
	Iteration 52Q: 3 clusters Score -1.156489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -11564881.000000 Penalty: 5747.954102
	Iteration 53Q: 3 clusters Score -1.156488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -11564884.000000 Penalty: 5747.954102
	Iteration 54Q: 3 clusters Score -1.156488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11564886.000000 Penalty: 5747.954102
	Iteration 55Q: 3 clusters Score -1.156489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -11564892.000000 Penalty: 5747.954102
	Iteration 56Q: 3 clusters Score -1.156489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11564890.000000 Penalty: 5747.954102
	Iteration 57Q: 3 clusters Score -1.156489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -11564901.000000 Penalty: 5747.954102
	Iteration 58Q: 3 clusters Score -1.15649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -11564902.000000 Penalty: 5747.954102
	Iteration 59Q: 3 clusters Score -1.15649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -11564901.000000 Penalty: 5747.954102
	Iteration 60F: 3 clusters Score -1.15649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -11564885.000000 Penalty: 5747.954102
	Iteration 61Q: 3 clusters Score -1.156488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11564884.000000 Penalty: 5747.954102
	Iteration 62Q: 3 clusters Score -1.156488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -11564897.000000 Penalty: 5747.954102
	Iteration 63Q: 3 clusters Score -1.15649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -11564897.000000 Penalty: 5747.954102
	Iteration 64Q: 3 clusters Score -1.15649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -11564896.000000 Penalty: 5747.954102
	Iteration 65Q: 3 clusters Score -1.15649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -11564906.000000 Penalty: 5747.954102
	Iteration 66Q: 3 clusters Score -1.156491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -11564895.000000 Penalty: 5747.954102
	Iteration 67Q: 3 clusters Score -1.15649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11564920.000000 Penalty: 5747.954102
	Iteration 68Q: 3 clusters Score -1.156492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -11564921.000000 Penalty: 5747.954102
	Iteration 69Q: 3 clusters Score -1.156492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11564917.000000 Penalty: 5747.954102
	Iteration 70Q: 3 clusters Score -1.156492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -11564907.000000 Penalty: 5747.954102
	Iteration 71Q: 3 clusters Score -1.156491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -11564915.000000 Penalty: 5747.954102
	Iteration 72Q: 3 clusters Score -1.156492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -11564913.000000 Penalty: 5747.954102
	Iteration 73Q: 3 clusters Score -1.156491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11564919.000000 Penalty: 5747.954102
	Iteration 74Q: 3 clusters Score -1.156492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -11564912.000000 Penalty: 5747.954102
	Iteration 75Q: 3 clusters Score -1.156491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -11564919.000000 Penalty: 5747.954102
	Iteration 76Q: 3 clusters Score -1.156492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -11564922.000000 Penalty: 5747.954102
	Iteration 77Q: 3 clusters Score -1.156492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11564920.000000 Penalty: 5747.954102
	Iteration 78Q: 3 clusters Score -1.156492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -11564905.000000 Penalty: 5747.954102
	Iteration 79Q: 3 clusters Score -1.15649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -11564913.000000 Penalty: 5747.954102
	Iteration 80F: 3 clusters Score -1.156491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -11564911.000000 Penalty: 5747.954102
	Iteration 81Q: 3 clusters Score -1.156491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11564909.000000 Penalty: 5747.954102
	Iteration 82Q: 3 clusters Score -1.156491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11564911.000000 Penalty: 5747.954102
	Iteration 83Q: 3 clusters Score -1.156491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103124 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -11564917.000000 Penalty: 5747.954102
	Iteration 84Q: 3 clusters Score -1.156492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -11564917.000000 Penalty: 5747.954102
	Iteration 85Q: 3 clusters Score -1.156492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11564921.000000 Penalty: 5747.954102
	Iteration 86Q: 3 clusters Score -1.156492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11564921.000000 Penalty: 5747.954102
	Iteration 87Q: 3 clusters Score -1.156492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103123 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11564927.000000 Penalty: 5747.954102
	Iteration 88Q: 3 clusters Score -1.156493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -11564923.000000 Penalty: 5747.954102
	Iteration 89Q: 3 clusters Score -1.156492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -11564926.000000 Penalty: 5747.954102
	Iteration 90Q: 3 clusters Score -1.156493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -11564926.000000 Penalty: 5747.954102
	Iteration 91Q: 3 clusters Score -1.156493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -11564934.000000 Penalty: 5747.954102
	Iteration 92Q: 3 clusters Score -1.156493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -11564932.000000 Penalty: 5747.954102
	Iteration 93Q: 3 clusters Score -1.156493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -11564924.000000 Penalty: 5747.954102
	Iteration 94Q: 3 clusters Score -1.156492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -11564928.000000 Penalty: 5747.954102
	Iteration 95Q: 3 clusters Score -1.156493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -11564927.000000 Penalty: 5747.954102
	Iteration 96Q: 3 clusters Score -1.156493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -11564927.000000 Penalty: 5747.954102
	Iteration 97F: 3 clusters Score -1.156493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17888 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 103140 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122404 members 
Mstep: Class 12 contains 50375 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 33380 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43821 members 
Mstep: Class 33 contains 5544 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12672 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38568 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7072 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4431 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 4723 members 
Entering Unmasked Estep 
Score: -150810240.000000 Penalty: 260548.078125
Splitting cluster 8 changes total score from -150811328.000000 to -150810240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -144965.703125 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -144965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -142683.156250 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -142683.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -143192.218750 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -143192.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -143433.421875 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -143433.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143611.468750 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -143611.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143762.156250 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -143762.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -143891.890625 Penalty: 3645.218506
	Iteration 5Q: 3 clusters Score -143891.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -143985.750000 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -143985.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144035.250000 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -144035.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -144072.656250 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -144072.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -144117.578125 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -144117.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -144180.531250 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -144180.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144222.328125 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -144222.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -144272.796875 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -144272.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -144322.937500 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -144322.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -144382.000000 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -144382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -144456.593750 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -144456.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -144562.531250 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -144562.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -144716.140625 Penalty: 3645.218506
	Iteration 17Q: 3 clusters Score -144716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144836.125000 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -144836.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144912.421875 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -144912.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144983.015625 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -144983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145060.203125 Penalty: 3645.218506
	Iteration 21Q: 3 clusters Score -145060.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145122.875000 Penalty: 3645.218506
	Iteration 22Q: 3 clusters Score -145122.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -145151.656250 Penalty: 3645.218506
	Iteration 23Q: 3 clusters Score -145151.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -145173.453125 Penalty: 3645.218506
	Iteration 24Q: 3 clusters Score -145173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -145179.687500 Penalty: 3645.218506
	Iteration 25Q: 3 clusters Score -145179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -145182.125000 Penalty: 3645.218506
	Iteration 26Q: 3 clusters Score -145182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -145184.156250 Penalty: 3645.218506
	Iteration 27Q: 3 clusters Score -145184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -145184.156250 Penalty: 3645.218506
	Iteration 28F: 3 clusters Score -145184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17888 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122404 members 
Mstep: Class 12 contains 50375 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 33380 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43821 members 
Mstep: Class 33 contains 5544 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12672 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38568 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7072 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4431 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 718 members 
Entering Unmasked Estep 
Score: -150809968.000000 Penalty: 260548.078125
Splitting cluster 9 changes total score from -150811328.000000 to -150809968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -551933.875000 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -551933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -546862.812500 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -546862.8 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -548168.500000 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -548168.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -548400.062500 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -548400.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -548551.375000 Penalty: 4304.685547
	Iteration 3Q: 3 clusters Score -548551.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -548679.000000 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -548679 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -548777.625000 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -548777.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -548896.312500 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -548896.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -549033.125000 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -549033.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -549165.187500 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -549165.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -549301.000000 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -549301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -549422.187500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -549422.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -549540.625000 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -549540.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -549632.625000 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -549632.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -549710.937500 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -549710.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -549755.687500 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -549755.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -549790.062500 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -549790.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -549818.250000 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -549818.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -549837.750000 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -549837.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -549854.250000 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -549854.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -549863.562500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -549863.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -549873.875000 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -549873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -549888.875000 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -549888.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -549898.500000 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -549898.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -549909.687500 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -549909.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -549920.812500 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -549920.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -549931.375000 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -549931.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -549944.187500 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -549944.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -549952.562500 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -549952.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -549961.000000 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -549961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -549968.375000 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -549968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -549977.500000 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -549977.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -549987.062500 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -549987.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -549996.375000 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -549996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -550007.687500 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -550007.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -550018.312500 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -550018.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -550025.750000 Penalty: 4304.685547
	Iteration 35Q: 3 clusters Score -550025.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -550038.062500 Penalty: 4304.685547
	Iteration 36Q: 3 clusters Score -550038.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -550049.312500 Penalty: 4304.685547
	Iteration 37Q: 3 clusters Score -550049.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -550058.937500 Penalty: 4304.685547
	Iteration 38Q: 3 clusters Score -550058.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -550074.937500 Penalty: 4304.685547
	Iteration 39Q: 3 clusters Score -550074.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -550087.187500 Penalty: 4304.685547
	Iteration 40F: 3 clusters Score -550087.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -550103.750000 Penalty: 4304.685547
	Iteration 41Q: 3 clusters Score -550103.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -550121.375000 Penalty: 4304.685547
	Iteration 42Q: 3 clusters Score -550121.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -550138.500000 Penalty: 4304.685547
	Iteration 43Q: 3 clusters Score -550138.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -550154.437500 Penalty: 4304.685547
	Iteration 44Q: 3 clusters Score -550154.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -550168.000000 Penalty: 4304.685547
	Iteration 45Q: 3 clusters Score -550168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -550179.687500 Penalty: 4304.685547
	Iteration 46Q: 3 clusters Score -550179.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -550192.750000 Penalty: 4304.685547
	Iteration 47Q: 3 clusters Score -550192.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -550207.250000 Penalty: 4304.685547
	Iteration 48Q: 3 clusters Score -550207.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -550222.562500 Penalty: 4304.685547
	Iteration 49Q: 3 clusters Score -550222.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -550242.000000 Penalty: 4304.685547
	Iteration 50Q: 3 clusters Score -550242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -550258.937500 Penalty: 4304.685547
	Iteration 51Q: 3 clusters Score -550258.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -550270.937500 Penalty: 4304.685547
	Iteration 52Q: 3 clusters Score -550270.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -550284.375000 Penalty: 4304.685547
	Iteration 53Q: 3 clusters Score -550284.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -550298.812500 Penalty: 4304.685547
	Iteration 54Q: 3 clusters Score -550298.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -550311.250000 Penalty: 4304.685547
	Iteration 55Q: 3 clusters Score -550311.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -550325.750000 Penalty: 4304.685547
	Iteration 56Q: 3 clusters Score -550325.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -550341.562500 Penalty: 4304.685547
	Iteration 57Q: 3 clusters Score -550341.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -550353.250000 Penalty: 4304.685547
	Iteration 58Q: 3 clusters Score -550353.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -550365.687500 Penalty: 4304.685547
	Iteration 59Q: 3 clusters Score -550365.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -550375.312500 Penalty: 4304.685547
	Iteration 60F: 3 clusters Score -550375.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -550378.812500 Penalty: 4304.685547
	Iteration 61Q: 3 clusters Score -550378.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -550385.312500 Penalty: 4304.685547
	Iteration 62Q: 3 clusters Score -550385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -550389.000000 Penalty: 4304.685547
	Iteration 63Q: 3 clusters Score -550389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -550392.250000 Penalty: 4304.685547
	Iteration 64Q: 3 clusters Score -550392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -550396.750000 Penalty: 4304.685547
	Iteration 65Q: 3 clusters Score -550396.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -550401.125000 Penalty: 4304.685547
	Iteration 66Q: 3 clusters Score -550401.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -550406.500000 Penalty: 4304.685547
	Iteration 67Q: 3 clusters Score -550406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -550408.562500 Penalty: 4304.685547
	Iteration 68Q: 3 clusters Score -550408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -550412.312500 Penalty: 4304.685547
	Iteration 69Q: 3 clusters Score -550412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -550416.750000 Penalty: 4304.685547
	Iteration 70Q: 3 clusters Score -550416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -550420.625000 Penalty: 4304.685547
	Iteration 71Q: 3 clusters Score -550420.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -550425.312500 Penalty: 4304.685547
	Iteration 72Q: 3 clusters Score -550425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -550428.375000 Penalty: 4304.685547
	Iteration 73Q: 3 clusters Score -550428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -550434.875000 Penalty: 4304.685547
	Iteration 74Q: 3 clusters Score -550434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -550441.562500 Penalty: 4304.685547
	Iteration 75Q: 3 clusters Score -550441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -550448.375000 Penalty: 4304.685547
	Iteration 76Q: 3 clusters Score -550448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -550449.937500 Penalty: 4304.685547
	Iteration 77Q: 3 clusters Score -550449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -550452.250000 Penalty: 4304.685547
	Iteration 78Q: 3 clusters Score -550452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -550459.875000 Penalty: 4304.685547
	Iteration 79Q: 3 clusters Score -550459.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -550467.625000 Penalty: 4304.685547
	Iteration 80F: 3 clusters Score -550467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -550478.562500 Penalty: 4304.685547
	Iteration 81Q: 3 clusters Score -550478.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -550488.750000 Penalty: 4304.685547
	Iteration 82Q: 3 clusters Score -550488.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -550494.937500 Penalty: 4304.685547
	Iteration 83Q: 3 clusters Score -550494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -550501.250000 Penalty: 4304.685547
	Iteration 84Q: 3 clusters Score -550501.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -550502.562500 Penalty: 4304.685547
	Iteration 85Q: 3 clusters Score -550502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -550505.562500 Penalty: 4304.685547
	Iteration 86Q: 3 clusters Score -550505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -550505.812500 Penalty: 4304.685547
	Iteration 87Q: 3 clusters Score -550505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -550506.187500 Penalty: 4304.685547
	Iteration 88Q: 3 clusters Score -550506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -550506.750000 Penalty: 4304.685547
	Iteration 89Q: 3 clusters Score -550506.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -550506.750000 Penalty: 4304.685547
	Iteration 90F: 3 clusters Score -550506.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Entering Unmasked Estep 
Score: -9918708.000000 Penalty: 2905.340332
	Iteration 0F: 2 clusters Score -9918708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -9836972.000000 Penalty: 5810.680664
	Iteration 0F: 3 clusters Score -9836972 nChanged 58412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -9870630.000000 Penalty: 5810.680664
	Iteration 1F: 3 clusters Score -9870630 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -9871554.000000 Penalty: 5810.680664
	Iteration 2Q: 3 clusters Score -9871554 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -9872624.000000 Penalty: 5810.680664
	Iteration 3Q: 3 clusters Score -9872624 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -9874026.000000 Penalty: 5810.680664
	Iteration 4Q: 3 clusters Score -9874026 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -9876046.000000 Penalty: 5810.680664
	Iteration 5Q: 3 clusters Score -9876046 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -9879158.000000 Penalty: 5810.680664
	Iteration 6Q: 3 clusters Score -9879158 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -9884324.000000 Penalty: 5810.680664
	Iteration 7F: 3 clusters Score -9884324 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -9891623.000000 Penalty: 5810.680664
	Iteration 8F: 3 clusters Score -9891623 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104046 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -9900059.000000 Penalty: 5810.680664
	Iteration 9F: 3 clusters Score -9900059 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -9907551.000000 Penalty: 5810.680664
	Iteration 10F: 3 clusters Score -9907551 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -9912164.000000 Penalty: 5810.680664
	Iteration 11Q: 3 clusters Score -9912164 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120292 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9914342.000000 Penalty: 5810.680664
	Iteration 12Q: 3 clusters Score -9914342 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121451 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9915347.000000 Penalty: 5810.680664
	Iteration 13Q: 3 clusters Score -9915347 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9915747.000000 Penalty: 5810.680664
	Iteration 14Q: 3 clusters Score -9915747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9915917.000000 Penalty: 5810.680664
	Iteration 15Q: 3 clusters Score -9915917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122066 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9916018.000000 Penalty: 5810.680664
	Iteration 16Q: 3 clusters Score -9916018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9916069.000000 Penalty: 5810.680664
	Iteration 17Q: 3 clusters Score -9916069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122104 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9916098.000000 Penalty: 5810.680664
	Iteration 18Q: 3 clusters Score -9916098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9916125.000000 Penalty: 5810.680664
	Iteration 19Q: 3 clusters Score -9916125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9916133.000000 Penalty: 5810.680664
	Iteration 20F: 3 clusters Score -9916133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9916133.000000 Penalty: 5810.680664
	Iteration 21Q: 3 clusters Score -9916133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122123 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9916132.000000 Penalty: 5810.680664
	Iteration 22Q: 3 clusters Score -9916132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9916133.000000 Penalty: 5810.680664
	Iteration 23Q: 3 clusters Score -9916133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9916135.000000 Penalty: 5810.680664
	Iteration 24Q: 3 clusters Score -9916135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122128 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9916151.000000 Penalty: 5810.680664
	Iteration 25Q: 3 clusters Score -9916151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9916159.000000 Penalty: 5810.680664
	Iteration 26Q: 3 clusters Score -9916159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122130 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9916150.000000 Penalty: 5810.680664
	Iteration 27Q: 3 clusters Score -9916150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122130 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9916150.000000 Penalty: 5810.680664
	Iteration 28F: 3 clusters Score -9916150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Entering Unmasked Estep 
Score: -4118031.750000 Penalty: 2685.158203
	Iteration 0F: 2 clusters Score -4118032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4083901.000000 Penalty: 5370.316406
	Iteration 0F: 3 clusters Score -4083901 nChanged 23278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4097077.750000 Penalty: 5370.316406
	Iteration 1F: 3 clusters Score -4097078 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4097863.750000 Penalty: 5370.316406
	Iteration 2Q: 3 clusters Score -4097864 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4098925.250000 Penalty: 5370.316406
	Iteration 3Q: 3 clusters Score -4098925 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4100511.500000 Penalty: 5370.316406
	Iteration 4F: 3 clusters Score -4100512 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4102879.250000 Penalty: 5370.316406
	Iteration 5F: 3 clusters Score -4102879 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4106032.000000 Penalty: 5370.316406
	Iteration 6F: 3 clusters Score -4106032 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4109273.000000 Penalty: 5370.316406
	Iteration 7F: 3 clusters Score -4109273 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4111867.250000 Penalty: 5370.316406
	Iteration 8F: 3 clusters Score -4111867 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -4113527.250000 Penalty: 5370.316406
	Iteration 9Q: 3 clusters Score -4113527 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4114484.750000 Penalty: 5370.316406
	Iteration 10Q: 3 clusters Score -4114485 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4115017.000000 Penalty: 5370.316406
	Iteration 11Q: 3 clusters Score -4115017 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4115312.500000 Penalty: 5370.316406
	Iteration 12Q: 3 clusters Score -4115312 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4115459.000000 Penalty: 5370.316406
	Iteration 13Q: 3 clusters Score -4115459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4115554.500000 Penalty: 5370.316406
	Iteration 14Q: 3 clusters Score -4115554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4115625.250000 Penalty: 5370.316406
	Iteration 15Q: 3 clusters Score -4115625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4115674.000000 Penalty: 5370.316406
	Iteration 16Q: 3 clusters Score -4115674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4115698.250000 Penalty: 5370.316406
	Iteration 17Q: 3 clusters Score -4115698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4115735.500000 Penalty: 5370.316406
	Iteration 18Q: 3 clusters Score -4115736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4115749.500000 Penalty: 5370.316406
	Iteration 19Q: 3 clusters Score -4115750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4115766.250000 Penalty: 5370.316406
	Iteration 20F: 3 clusters Score -4115766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4115764.750000 Penalty: 5370.316406
	Iteration 21Q: 3 clusters Score -4115765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4115774.750000 Penalty: 5370.316406
	Iteration 22Q: 3 clusters Score -4115775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4115781.500000 Penalty: 5370.316406
	Iteration 23Q: 3 clusters Score -4115782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4115783.250000 Penalty: 5370.316406
	Iteration 24Q: 3 clusters Score -4115783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4115792.000000 Penalty: 5370.316406
	Iteration 25Q: 3 clusters Score -4115792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4115794.500000 Penalty: 5370.316406
	Iteration 26Q: 3 clusters Score -4115794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4115796.500000 Penalty: 5370.316406
	Iteration 27Q: 3 clusters Score -4115796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4115798.500000 Penalty: 5370.316406
	Iteration 28Q: 3 clusters Score -4115798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4115798.250000 Penalty: 5370.316406
	Iteration 29Q: 3 clusters Score -4115798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4115798.250000 Penalty: 5370.316406
	Iteration 30F: 3 clusters Score -4115798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -175733.828125 Penalty: 1920.438477
	Iteration 0F: 2 clusters Score -175733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -172948.671875 Penalty: 3840.876953
	Iteration 0F: 3 clusters Score -172948.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -173478.656250 Penalty: 3840.876953
	Iteration 1F: 3 clusters Score -173478.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -173665.593750 Penalty: 3840.876953
	Iteration 2F: 3 clusters Score -173665.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -173825.375000 Penalty: 3840.876953
	Iteration 3F: 3 clusters Score -173825.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -173945.015625 Penalty: 3840.876953
	Iteration 4Q: 3 clusters Score -173945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -174009.890625 Penalty: 3840.876953
	Iteration 5Q: 3 clusters Score -174009.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -174055.000000 Penalty: 3840.876953
	Iteration 6Q: 3 clusters Score -174055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -174096.859375 Penalty: 3840.876953
	Iteration 7Q: 3 clusters Score -174096.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174137.500000 Penalty: 3840.876953
	Iteration 8Q: 3 clusters Score -174137.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -174185.359375 Penalty: 3840.876953
	Iteration 9Q: 3 clusters Score -174185.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -174234.109375 Penalty: 3840.876953
	Iteration 10Q: 3 clusters Score -174234.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -174269.578125 Penalty: 3840.876953
	Iteration 11Q: 3 clusters Score -174269.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -174299.921875 Penalty: 3840.876953
	Iteration 12Q: 3 clusters Score -174299.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -174320.546875 Penalty: 3840.876953
	Iteration 13Q: 3 clusters Score -174320.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -174342.687500 Penalty: 3840.876953
	Iteration 14Q: 3 clusters Score -174342.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -174365.328125 Penalty: 3840.876953
	Iteration 15Q: 3 clusters Score -174365.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -174392.656250 Penalty: 3840.876953
	Iteration 16Q: 3 clusters Score -174392.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -174407.750000 Penalty: 3840.876953
	Iteration 17Q: 3 clusters Score -174407.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -174424.796875 Penalty: 3840.876953
	Iteration 18Q: 3 clusters Score -174424.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -174436.906250 Penalty: 3840.876953
	Iteration 19Q: 3 clusters Score -174436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -174446.390625 Penalty: 3840.876953
	Iteration 20F: 3 clusters Score -174446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -174452.796875 Penalty: 3840.876953
	Iteration 21Q: 3 clusters Score -174452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -174456.437500 Penalty: 3840.876953
	Iteration 22Q: 3 clusters Score -174456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -174462.625000 Penalty: 3840.876953
	Iteration 23Q: 3 clusters Score -174462.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -174467.578125 Penalty: 3840.876953
	Iteration 24Q: 3 clusters Score -174467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -174471.359375 Penalty: 3840.876953
	Iteration 25Q: 3 clusters Score -174471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -174475.203125 Penalty: 3840.876953
	Iteration 26Q: 3 clusters Score -174475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -174480.281250 Penalty: 3840.876953
	Iteration 27Q: 3 clusters Score -174480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -174481.234375 Penalty: 3840.876953
	Iteration 28Q: 3 clusters Score -174481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -174481.812500 Penalty: 3840.876953
	Iteration 29Q: 3 clusters Score -174481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -174484.015625 Penalty: 3840.876953
	Iteration 30Q: 3 clusters Score -174484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -174487.390625 Penalty: 3840.876953
	Iteration 31Q: 3 clusters Score -174487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -174492.765625 Penalty: 3840.876953
	Iteration 32Q: 3 clusters Score -174492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -174495.468750 Penalty: 3840.876953
	Iteration 33Q: 3 clusters Score -174495.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -174497.562500 Penalty: 3840.876953
	Iteration 34Q: 3 clusters Score -174497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -174499.625000 Penalty: 3840.876953
	Iteration 35Q: 3 clusters Score -174499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -174503.281250 Penalty: 3840.876953
	Iteration 36Q: 3 clusters Score -174503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -174505.750000 Penalty: 3840.876953
	Iteration 37Q: 3 clusters Score -174505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -174506.796875 Penalty: 3840.876953
	Iteration 38Q: 3 clusters Score -174506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -174507.281250 Penalty: 3840.876953
	Iteration 39Q: 3 clusters Score -174507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -174508.140625 Penalty: 3840.876953
	Iteration 40F: 3 clusters Score -174508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -174508.328125 Penalty: 3840.876953
	Iteration 41Q: 3 clusters Score -174508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -174508.843750 Penalty: 3840.876953
	Iteration 42Q: 3 clusters Score -174508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -174508.843750 Penalty: 3840.876953
	Iteration 43F: 3 clusters Score -174508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Entering Unmasked Estep 
Score: -1570746.250000 Penalty: 2449.098389
	Iteration 0F: 2 clusters Score -1570746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1557043.000000 Penalty: 4898.196777
	Iteration 0F: 3 clusters Score -1557043 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1561432.375000 Penalty: 4898.196777
	Iteration 1F: 3 clusters Score -1561432 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1561777.625000 Penalty: 4898.196777
	Iteration 2F: 3 clusters Score -1561778 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1562036.625000 Penalty: 4898.196777
	Iteration 3Q: 3 clusters Score -1562037 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1562244.875000 Penalty: 4898.196777
	Iteration 4Q: 3 clusters Score -1562245 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1562407.750000 Penalty: 4898.196777
	Iteration 5Q: 3 clusters Score -1562408 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1562564.375000 Penalty: 4898.196777
	Iteration 6Q: 3 clusters Score -1562564 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1562727.750000 Penalty: 4898.196777
	Iteration 7Q: 3 clusters Score -1562728 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1562910.875000 Penalty: 4898.196777
	Iteration 8Q: 3 clusters Score -1562911 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1563136.000000 Penalty: 4898.196777
	Iteration 9Q: 3 clusters Score -1563136 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1563445.625000 Penalty: 4898.196777
	Iteration 10Q: 3 clusters Score -1563446 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1563889.500000 Penalty: 4898.196777
	Iteration 11Q: 3 clusters Score -1563890 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1564480.125000 Penalty: 4898.196777
	Iteration 12Q: 3 clusters Score -1564480 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1565223.875000 Penalty: 4898.196777
	Iteration 13F: 3 clusters Score -1565224 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1566119.625000 Penalty: 4898.196777
	Iteration 14F: 3 clusters Score -1566120 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1566881.375000 Penalty: 4898.196777
	Iteration 15F: 3 clusters Score -1566881 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1567393.375000 Penalty: 4898.196777
	Iteration 16Q: 3 clusters Score -1567393 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1567686.875000 Penalty: 4898.196777
	Iteration 17Q: 3 clusters Score -1567687 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1567846.500000 Penalty: 4898.196777
	Iteration 18Q: 3 clusters Score -1567846 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1567950.125000 Penalty: 4898.196777
	Iteration 19Q: 3 clusters Score -1567950 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1568015.875000 Penalty: 4898.196777
	Iteration 20F: 3 clusters Score -1568016 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1568060.875000 Penalty: 4898.196777
	Iteration 21Q: 3 clusters Score -1568061 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1568073.500000 Penalty: 4898.196777
	Iteration 22Q: 3 clusters Score -1568074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1568093.250000 Penalty: 4898.196777
	Iteration 23Q: 3 clusters Score -1568093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1568102.000000 Penalty: 4898.196777
	Iteration 24Q: 3 clusters Score -1568102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1568109.875000 Penalty: 4898.196777
	Iteration 25Q: 3 clusters Score -1568110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1568122.125000 Penalty: 4898.196777
	Iteration 26Q: 3 clusters Score -1568122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1568127.875000 Penalty: 4898.196777
	Iteration 27Q: 3 clusters Score -1568128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1568139.750000 Penalty: 4898.196777
	Iteration 28Q: 3 clusters Score -1568140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1568147.000000 Penalty: 4898.196777
	Iteration 29Q: 3 clusters Score -1568147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1568147.250000 Penalty: 4898.196777
	Iteration 30Q: 3 clusters Score -1568147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1568154.875000 Penalty: 4898.196777
	Iteration 31Q: 3 clusters Score -1568155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1568153.750000 Penalty: 4898.196777
	Iteration 32Q: 3 clusters Score -1568154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1568157.000000 Penalty: 4898.196777
	Iteration 33Q: 3 clusters Score -1568157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1568167.500000 Penalty: 4898.196777
	Iteration 34Q: 3 clusters Score -1568168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1568174.750000 Penalty: 4898.196777
	Iteration 35Q: 3 clusters Score -1568175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1568188.500000 Penalty: 4898.196777
	Iteration 36Q: 3 clusters Score -1568188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1568193.625000 Penalty: 4898.196777
	Iteration 37Q: 3 clusters Score -1568194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1568199.000000 Penalty: 4898.196777
	Iteration 38Q: 3 clusters Score -1568199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1568205.875000 Penalty: 4898.196777
	Iteration 39Q: 3 clusters Score -1568206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1568212.125000 Penalty: 4898.196777
	Iteration 40F: 3 clusters Score -1568212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1568217.875000 Penalty: 4898.196777
	Iteration 41Q: 3 clusters Score -1568218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1568217.500000 Penalty: 4898.196777
	Iteration 42Q: 3 clusters Score -1568218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1568218.875000 Penalty: 4898.196777
	Iteration 43Q: 3 clusters Score -1568219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1568225.875000 Penalty: 4898.196777
	Iteration 44Q: 3 clusters Score -1568226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1568226.000000 Penalty: 4898.196777
	Iteration 45Q: 3 clusters Score -1568226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1568227.625000 Penalty: 4898.196777
	Iteration 46Q: 3 clusters Score -1568228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1568232.875000 Penalty: 4898.196777
	Iteration 47Q: 3 clusters Score -1568233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1568240.375000 Penalty: 4898.196777
	Iteration 48Q: 3 clusters Score -1568240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1568245.125000 Penalty: 4898.196777
	Iteration 49Q: 3 clusters Score -1568245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1568257.250000 Penalty: 4898.196777
	Iteration 50Q: 3 clusters Score -1568257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1568266.125000 Penalty: 4898.196777
	Iteration 51Q: 3 clusters Score -1568266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1568270.250000 Penalty: 4898.196777
	Iteration 52Q: 3 clusters Score -1568270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1568289.125000 Penalty: 4898.196777
	Iteration 53Q: 3 clusters Score -1568289 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1568292.875000 Penalty: 4898.196777
	Iteration 54Q: 3 clusters Score -1568293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1568318.375000 Penalty: 4898.196777
	Iteration 55Q: 3 clusters Score -1568318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1568356.000000 Penalty: 4898.196777
	Iteration 56Q: 3 clusters Score -1568356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1568388.375000 Penalty: 4898.196777
	Iteration 57Q: 3 clusters Score -1568388 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1568423.625000 Penalty: 4898.196777
	Iteration 58Q: 3 clusters Score -1568424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1568489.750000 Penalty: 4898.196777
	Iteration 59Q: 3 clusters Score -1568490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1568554.875000 Penalty: 4898.196777
	Iteration 60F: 3 clusters Score -1568555 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1568644.375000 Penalty: 4898.196777
	Iteration 61Q: 3 clusters Score -1568644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1568749.875000 Penalty: 4898.196777
	Iteration 62Q: 3 clusters Score -1568750 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1568883.125000 Penalty: 4898.196777
	Iteration 63Q: 3 clusters Score -1568883 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1569062.125000 Penalty: 4898.196777
	Iteration 64Q: 3 clusters Score -1569062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1569219.625000 Penalty: 4898.196777
	Iteration 65Q: 3 clusters Score -1569220 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1569344.375000 Penalty: 4898.196777
	Iteration 66Q: 3 clusters Score -1569344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1569418.500000 Penalty: 4898.196777
	Iteration 67Q: 3 clusters Score -1569418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1569459.375000 Penalty: 4898.196777
	Iteration 68Q: 3 clusters Score -1569459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1569477.875000 Penalty: 4898.196777
	Iteration 69Q: 3 clusters Score -1569478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1569492.250000 Penalty: 4898.196777
	Iteration 70Q: 3 clusters Score -1569492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1569501.625000 Penalty: 4898.196777
	Iteration 71Q: 3 clusters Score -1569502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1569504.000000 Penalty: 4898.196777
	Iteration 72Q: 3 clusters Score -1569504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1569509.625000 Penalty: 4898.196777
	Iteration 73Q: 3 clusters Score -1569510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1569522.250000 Penalty: 4898.196777
	Iteration 74Q: 3 clusters Score -1569522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1569529.625000 Penalty: 4898.196777
	Iteration 75Q: 3 clusters Score -1569530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1569531.750000 Penalty: 4898.196777
	Iteration 76Q: 3 clusters Score -1569532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1569530.000000 Penalty: 4898.196777
	Iteration 77Q: 3 clusters Score -1569530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1569533.125000 Penalty: 4898.196777
	Iteration 78Q: 3 clusters Score -1569533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1569538.625000 Penalty: 4898.196777
	Iteration 79Q: 3 clusters Score -1569539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1569538.625000 Penalty: 4898.196777
	Iteration 80F: 3 clusters Score -1569539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1569544.250000 Penalty: 4898.196777
	Iteration 81Q: 3 clusters Score -1569544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1569539.875000 Penalty: 4898.196777
	Iteration 82Q: 3 clusters Score -1569540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1569542.750000 Penalty: 4898.196777
	Iteration 83Q: 3 clusters Score -1569543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1569545.875000 Penalty: 4898.196777
	Iteration 84Q: 3 clusters Score -1569546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1569544.625000 Penalty: 4898.196777
	Iteration 85Q: 3 clusters Score -1569545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1569544.625000 Penalty: 4898.196777
	Iteration 86F: 3 clusters Score -1569545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Entering Unmasked Estep 
Score: -1454940.625000 Penalty: 2436.180176
	Iteration 0F: 2 clusters Score -1454941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1441983.750000 Penalty: 4872.360352
	Iteration 0F: 3 clusters Score -1441984 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1446395.500000 Penalty: 4872.360352
	Iteration 1F: 3 clusters Score -1446396 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1446929.625000 Penalty: 4872.360352
	Iteration 2F: 3 clusters Score -1446930 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1447519.500000 Penalty: 4872.360352
	Iteration 3F: 3 clusters Score -1447520 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1448208.000000 Penalty: 4872.360352
	Iteration 4F: 3 clusters Score -1448208 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1448898.375000 Penalty: 4872.360352
	Iteration 5F: 3 clusters Score -1448898 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1449532.875000 Penalty: 4872.360352
	Iteration 6F: 3 clusters Score -1449533 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1450025.500000 Penalty: 4872.360352
	Iteration 7F: 3 clusters Score -1450026 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1450335.750000 Penalty: 4872.360352
	Iteration 8Q: 3 clusters Score -1450336 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1450544.875000 Penalty: 4872.360352
	Iteration 9Q: 3 clusters Score -1450545 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1450686.000000 Penalty: 4872.360352
	Iteration 10Q: 3 clusters Score -1450686 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1450788.000000 Penalty: 4872.360352
	Iteration 11Q: 3 clusters Score -1450788 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1450877.875000 Penalty: 4872.360352
	Iteration 12Q: 3 clusters Score -1450878 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1450980.000000 Penalty: 4872.360352
	Iteration 13Q: 3 clusters Score -1450980 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1451074.750000 Penalty: 4872.360352
	Iteration 14Q: 3 clusters Score -1451075 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1451153.125000 Penalty: 4872.360352
	Iteration 15Q: 3 clusters Score -1451153 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1451249.875000 Penalty: 4872.360352
	Iteration 16Q: 3 clusters Score -1451250 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1451328.750000 Penalty: 4872.360352
	Iteration 17Q: 3 clusters Score -1451329 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1451419.875000 Penalty: 4872.360352
	Iteration 18Q: 3 clusters Score -1451420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1451532.250000 Penalty: 4872.360352
	Iteration 19Q: 3 clusters Score -1451532 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1451647.750000 Penalty: 4872.360352
	Iteration 20F: 3 clusters Score -1451648 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1451758.500000 Penalty: 4872.360352
	Iteration 21Q: 3 clusters Score -1451758 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1451880.875000 Penalty: 4872.360352
	Iteration 22Q: 3 clusters Score -1451881 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1452000.750000 Penalty: 4872.360352
	Iteration 23Q: 3 clusters Score -1452001 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1452132.750000 Penalty: 4872.360352
	Iteration 24Q: 3 clusters Score -1452133 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1452259.000000 Penalty: 4872.360352
	Iteration 25Q: 3 clusters Score -1452259 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1452374.625000 Penalty: 4872.360352
	Iteration 26Q: 3 clusters Score -1452375 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1452441.000000 Penalty: 4872.360352
	Iteration 27Q: 3 clusters Score -1452441 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1452508.625000 Penalty: 4872.360352
	Iteration 28Q: 3 clusters Score -1452509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1452560.875000 Penalty: 4872.360352
	Iteration 29Q: 3 clusters Score -1452561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1452609.250000 Penalty: 4872.360352
	Iteration 30Q: 3 clusters Score -1452609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1452658.375000 Penalty: 4872.360352
	Iteration 31Q: 3 clusters Score -1452658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1452707.000000 Penalty: 4872.360352
	Iteration 32Q: 3 clusters Score -1452707 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1452759.875000 Penalty: 4872.360352
	Iteration 33Q: 3 clusters Score -1452760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1452792.500000 Penalty: 4872.360352
	Iteration 34Q: 3 clusters Score -1452792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1452823.625000 Penalty: 4872.360352
	Iteration 35Q: 3 clusters Score -1452824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1452848.250000 Penalty: 4872.360352
	Iteration 36Q: 3 clusters Score -1452848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1452868.000000 Penalty: 4872.360352
	Iteration 37Q: 3 clusters Score -1452868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1452878.000000 Penalty: 4872.360352
	Iteration 38Q: 3 clusters Score -1452878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1452891.375000 Penalty: 4872.360352
	Iteration 39Q: 3 clusters Score -1452891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1452907.500000 Penalty: 4872.360352
	Iteration 40F: 3 clusters Score -1452908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1452924.500000 Penalty: 4872.360352
	Iteration 41Q: 3 clusters Score -1452924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1452932.875000 Penalty: 4872.360352
	Iteration 42Q: 3 clusters Score -1452933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1452947.625000 Penalty: 4872.360352
	Iteration 43Q: 3 clusters Score -1452948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1452959.625000 Penalty: 4872.360352
	Iteration 44Q: 3 clusters Score -1452960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1452965.125000 Penalty: 4872.360352
	Iteration 45Q: 3 clusters Score -1452965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1452968.000000 Penalty: 4872.360352
	Iteration 46Q: 3 clusters Score -1452968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1452973.750000 Penalty: 4872.360352
	Iteration 47Q: 3 clusters Score -1452974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1452979.500000 Penalty: 4872.360352
	Iteration 48Q: 3 clusters Score -1452980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1452980.250000 Penalty: 4872.360352
	Iteration 49Q: 3 clusters Score -1452980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1452983.000000 Penalty: 4872.360352
	Iteration 50Q: 3 clusters Score -1452983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1452984.125000 Penalty: 4872.360352
	Iteration 51Q: 3 clusters Score -1452984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1452985.250000 Penalty: 4872.360352
	Iteration 52Q: 3 clusters Score -1452985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1452984.750000 Penalty: 4872.360352
	Iteration 53Q: 3 clusters Score -1452985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1452984.750000 Penalty: 4872.360352
	Iteration 54F: 3 clusters Score -1452985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Entering Unmasked Estep 
Score: -2634978.250000 Penalty: 2583.096680
	Iteration 0F: 2 clusters Score -2634978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2612277.500000 Penalty: 5166.193359
	Iteration 0F: 3 clusters Score -2612278 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2620527.000000 Penalty: 5166.193359
	Iteration 1F: 3 clusters Score -2620527 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2621162.250000 Penalty: 5166.193359
	Iteration 2Q: 3 clusters Score -2621162 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2621817.500000 Penalty: 5166.193359
	Iteration 3Q: 3 clusters Score -2621818 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2622526.000000 Penalty: 5166.193359
	Iteration 4Q: 3 clusters Score -2622526 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2623272.000000 Penalty: 5166.193359
	Iteration 5Q: 3 clusters Score -2623272 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2624038.750000 Penalty: 5166.193359
	Iteration 6Q: 3 clusters Score -2624039 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2624901.000000 Penalty: 5166.193359
	Iteration 7Q: 3 clusters Score -2624901 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2625936.750000 Penalty: 5166.193359
	Iteration 8F: 3 clusters Score -2625937 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2627072.000000 Penalty: 5166.193359
	Iteration 9F: 3 clusters Score -2627072 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2628212.750000 Penalty: 5166.193359
	Iteration 10Q: 3 clusters Score -2628213 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2629175.250000 Penalty: 5166.193359
	Iteration 11Q: 3 clusters Score -2629175 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2629828.750000 Penalty: 5166.193359
	Iteration 12Q: 3 clusters Score -2629829 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2630268.000000 Penalty: 5166.193359
	Iteration 13Q: 3 clusters Score -2630268 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2630650.000000 Penalty: 5166.193359
	Iteration 14Q: 3 clusters Score -2630650 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2631042.750000 Penalty: 5166.193359
	Iteration 15Q: 3 clusters Score -2631043 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2631480.750000 Penalty: 5166.193359
	Iteration 16Q: 3 clusters Score -2631481 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2631896.750000 Penalty: 5166.193359
	Iteration 17Q: 3 clusters Score -2631897 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2632238.000000 Penalty: 5166.193359
	Iteration 18Q: 3 clusters Score -2632238 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2632509.750000 Penalty: 5166.193359
	Iteration 19Q: 3 clusters Score -2632510 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2632683.250000 Penalty: 5166.193359
	Iteration 20F: 3 clusters Score -2632683 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2632778.250000 Penalty: 5166.193359
	Iteration 21Q: 3 clusters Score -2632778 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2632876.250000 Penalty: 5166.193359
	Iteration 22Q: 3 clusters Score -2632876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2632928.750000 Penalty: 5166.193359
	Iteration 23Q: 3 clusters Score -2632929 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2632983.750000 Penalty: 5166.193359
	Iteration 24Q: 3 clusters Score -2632984 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2633032.500000 Penalty: 5166.193359
	Iteration 25Q: 3 clusters Score -2633032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2633069.250000 Penalty: 5166.193359
	Iteration 26Q: 3 clusters Score -2633069 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2633108.750000 Penalty: 5166.193359
	Iteration 27Q: 3 clusters Score -2633109 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2633148.000000 Penalty: 5166.193359
	Iteration 28Q: 3 clusters Score -2633148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2633184.000000 Penalty: 5166.193359
	Iteration 29Q: 3 clusters Score -2633184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2633213.500000 Penalty: 5166.193359
	Iteration 30Q: 3 clusters Score -2633214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2633230.750000 Penalty: 5166.193359
	Iteration 31Q: 3 clusters Score -2633231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2633254.000000 Penalty: 5166.193359
	Iteration 32Q: 3 clusters Score -2633254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2633277.750000 Penalty: 5166.193359
	Iteration 33Q: 3 clusters Score -2633278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2633291.750000 Penalty: 5166.193359
	Iteration 34Q: 3 clusters Score -2633292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2633305.750000 Penalty: 5166.193359
	Iteration 35Q: 3 clusters Score -2633306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2633322.750000 Penalty: 5166.193359
	Iteration 36Q: 3 clusters Score -2633323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2633344.000000 Penalty: 5166.193359
	Iteration 37Q: 3 clusters Score -2633344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2633352.750000 Penalty: 5166.193359
	Iteration 38Q: 3 clusters Score -2633353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2633364.500000 Penalty: 5166.193359
	Iteration 39Q: 3 clusters Score -2633364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2633365.500000 Penalty: 5166.193359
	Iteration 40F: 3 clusters Score -2633366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2633363.500000 Penalty: 5166.193359
	Iteration 41Q: 3 clusters Score -2633364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2633368.750000 Penalty: 5166.193359
	Iteration 42Q: 3 clusters Score -2633369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2633376.000000 Penalty: 5166.193359
	Iteration 43Q: 3 clusters Score -2633376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2633381.250000 Penalty: 5166.193359
	Iteration 44Q: 3 clusters Score -2633381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2633382.500000 Penalty: 5166.193359
	Iteration 45Q: 3 clusters Score -2633382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2633392.750000 Penalty: 5166.193359
	Iteration 46Q: 3 clusters Score -2633393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2633390.500000 Penalty: 5166.193359
	Iteration 47Q: 3 clusters Score -2633390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2633388.750000 Penalty: 5166.193359
	Iteration 48Q: 3 clusters Score -2633389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2633394.750000 Penalty: 5166.193359
	Iteration 49Q: 3 clusters Score -2633395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2633398.250000 Penalty: 5166.193359
	Iteration 50Q: 3 clusters Score -2633398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2633398.500000 Penalty: 5166.193359
	Iteration 51Q: 3 clusters Score -2633398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2633403.750000 Penalty: 5166.193359
	Iteration 52Q: 3 clusters Score -2633404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2633400.500000 Penalty: 5166.193359
	Iteration 53Q: 3 clusters Score -2633400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2633404.750000 Penalty: 5166.193359
	Iteration 54Q: 3 clusters Score -2633405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2633408.000000 Penalty: 5166.193359
	Iteration 55Q: 3 clusters Score -2633408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2633409.000000 Penalty: 5166.193359
	Iteration 56Q: 3 clusters Score -2633409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2633414.500000 Penalty: 5166.193359
	Iteration 57Q: 3 clusters Score -2633414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2633417.750000 Penalty: 5166.193359
	Iteration 58Q: 3 clusters Score -2633418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2633413.000000 Penalty: 5166.193359
	Iteration 59Q: 3 clusters Score -2633413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2633418.500000 Penalty: 5166.193359
	Iteration 60F: 3 clusters Score -2633418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2633419.500000 Penalty: 5166.193359
	Iteration 61Q: 3 clusters Score -2633420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2633416.250000 Penalty: 5166.193359
	Iteration 62Q: 3 clusters Score -2633416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2633422.500000 Penalty: 5166.193359
	Iteration 63Q: 3 clusters Score -2633422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2633418.000000 Penalty: 5166.193359
	Iteration 64Q: 3 clusters Score -2633418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2633420.750000 Penalty: 5166.193359
	Iteration 65Q: 3 clusters Score -2633421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2633428.250000 Penalty: 5166.193359
	Iteration 66Q: 3 clusters Score -2633428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2633430.250000 Penalty: 5166.193359
	Iteration 67Q: 3 clusters Score -2633430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2633429.250000 Penalty: 5166.193359
	Iteration 68Q: 3 clusters Score -2633429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2633431.750000 Penalty: 5166.193359
	Iteration 69Q: 3 clusters Score -2633432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2633433.750000 Penalty: 5166.193359
	Iteration 70Q: 3 clusters Score -2633434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2633431.500000 Penalty: 5166.193359
	Iteration 71Q: 3 clusters Score -2633432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2633429.500000 Penalty: 5166.193359
	Iteration 72Q: 3 clusters Score -2633430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2633429.750000 Penalty: 5166.193359
	Iteration 73Q: 3 clusters Score -2633430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2633429.750000 Penalty: 5166.193359
	Iteration 74F: 3 clusters Score -2633430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127431 members 
Entering Unmasked Estep 
Score: -10268733.000000 Penalty: 2915.321777
	Iteration 0F: 2 clusters Score -1.026873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -10183672.000000 Penalty: 5830.643555
	Iteration 0F: 3 clusters Score -1.018367e+07 nChanged 60594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -10218520.000000 Penalty: 5830.643555
	Iteration 1F: 3 clusters Score -1.021852e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -10219621.000000 Penalty: 5830.643555
	Iteration 2Q: 3 clusters Score -1.021962e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -10220914.000000 Penalty: 5830.643555
	Iteration 3Q: 3 clusters Score -1.022091e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -10222681.000000 Penalty: 5830.643555
	Iteration 4Q: 3 clusters Score -1.022268e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -10224479.000000 Penalty: 5830.643555
	Iteration 5Q: 3 clusters Score -1.022448e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -10226631.000000 Penalty: 5830.643555
	Iteration 6Q: 3 clusters Score -1.022663e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -10229039.000000 Penalty: 5830.643555
	Iteration 7Q: 3 clusters Score -1.022904e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -10231952.000000 Penalty: 5830.643555
	Iteration 8F: 3 clusters Score -1.023195e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -10235691.000000 Penalty: 5830.643555
	Iteration 9F: 3 clusters Score -1.023569e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -10240445.000000 Penalty: 5830.643555
	Iteration 10F: 3 clusters Score -1.024044e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104276 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -10246177.000000 Penalty: 5830.643555
	Iteration 11F: 3 clusters Score -1.024618e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112097 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -10252495.000000 Penalty: 5830.643555
	Iteration 12F: 3 clusters Score -1.02525e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118591 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -10258214.000000 Penalty: 5830.643555
	Iteration 13F: 3 clusters Score -1.025821e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -10262374.000000 Penalty: 5830.643555
	Iteration 14Q: 3 clusters Score -1.026237e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125620 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10264608.000000 Penalty: 5830.643555
	Iteration 15Q: 3 clusters Score -1.026461e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10265466.000000 Penalty: 5830.643555
	Iteration 16Q: 3 clusters Score -1.026547e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10265825.000000 Penalty: 5830.643555
	Iteration 17Q: 3 clusters Score -1.026582e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10265980.000000 Penalty: 5830.643555
	Iteration 18Q: 3 clusters Score -1.026598e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10266069.000000 Penalty: 5830.643555
	Iteration 19Q: 3 clusters Score -1.026607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127170 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10266106.000000 Penalty: 5830.643555
	Iteration 20F: 3 clusters Score -1.026611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10266138.000000 Penalty: 5830.643555
	Iteration 21Q: 3 clusters Score -1.026614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10266146.000000 Penalty: 5830.643555
	Iteration 22Q: 3 clusters Score -1.026615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10266141.000000 Penalty: 5830.643555
	Iteration 23Q: 3 clusters Score -1.026614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10266164.000000 Penalty: 5830.643555
	Iteration 24Q: 3 clusters Score -1.026616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10266175.000000 Penalty: 5830.643555
	Iteration 25Q: 3 clusters Score -1.026618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10266175.000000 Penalty: 5830.643555
	Iteration 26Q: 3 clusters Score -1.026618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10266173.000000 Penalty: 5830.643555
	Iteration 27Q: 3 clusters Score -1.026617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10266175.000000 Penalty: 5830.643555
	Iteration 28Q: 3 clusters Score -1.026618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10266175.000000 Penalty: 5830.643555
	Iteration 29F: 3 clusters Score -1.026618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -339927.687500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -339927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -335859.312500 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -335859.3 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -336769.031250 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -336769 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -337017.718750 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -337017.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -337203.437500 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -337203.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -337373.000000 Penalty: 4154.198242
	Iteration 4Q: 3 clusters Score -337373 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -337502.500000 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -337502.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -337620.937500 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -337620.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -337719.312500 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -337719.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -337807.750000 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -337807.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -337902.687500 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -337902.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -337983.062500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -337983.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -338061.531250 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -338061.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -338133.843750 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -338133.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -338222.625000 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -338222.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -338304.750000 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -338304.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -338376.093750 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -338376.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -338442.312500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -338442.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -338499.687500 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -338499.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -338541.843750 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -338541.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -338584.218750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -338584.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -338623.656250 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -338623.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -338649.812500 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -338649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -338673.812500 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -338673.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -338697.281250 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -338697.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -338719.218750 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -338719.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -338735.000000 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -338735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -338743.375000 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -338743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -338746.906250 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -338746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -338749.281250 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -338749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -338749.531250 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -338749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -338749.531250 Penalty: 4154.198242
	Iteration 30F: 3 clusters Score -338749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -379050.218750 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -379050.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -374165.468750 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -374165.5 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -375506.843750 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -375506.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -375836.156250 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -375836.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -376061.781250 Penalty: 4277.628906
	Iteration 3F: 3 clusters Score -376061.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -376254.093750 Penalty: 4277.628906
	Iteration 4Q: 3 clusters Score -376254.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -376430.218750 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -376430.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -376590.843750 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -376590.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -376726.093750 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -376726.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -376872.781250 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -376872.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -376998.906250 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -376998.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -377086.125000 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -377086.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -377190.531250 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -377190.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -377283.843750 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -377283.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -377353.531250 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -377353.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -377390.562500 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -377390.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -377420.281250 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -377420.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -377448.750000 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -377448.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -377480.156250 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -377480.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -377508.593750 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -377508.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -377528.750000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -377528.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -377541.937500 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -377541.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -377554.156250 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -377554.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -377566.343750 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -377566.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -377571.531250 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -377571.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -377574.968750 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -377575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -377579.187500 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -377579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -377581.718750 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -377581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -377584.625000 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -377584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -377587.468750 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -377587.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -377591.812500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -377591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -377594.500000 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -377594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -377596.656250 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -377596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -377597.000000 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -377597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -377599.968750 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -377600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -377599.281250 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -377599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -377599.531250 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -377599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -377599.531250 Penalty: 4277.628906
	Iteration 36F: 3 clusters Score -377599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -215129.437500 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -215129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -211926.812500 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -211926.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -212529.078125 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -212529.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -212687.421875 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -212687.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -212759.406250 Penalty: 3957.412354
	Iteration 3Q: 3 clusters Score -212759.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -212813.312500 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -212813.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212851.171875 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -212851.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -212880.812500 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -212880.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -212904.265625 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -212904.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -212918.234375 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -212918.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -212926.937500 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -212926.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -212935.578125 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -212935.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -212943.640625 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -212943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -212954.468750 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -212954.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -212971.734375 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -212971.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -212995.656250 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -212995.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -213013.125000 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -213013.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -213027.656250 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -213027.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -213048.281250 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -213048.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -213082.390625 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -213082.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -213118.812500 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -213118.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -213157.000000 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -213157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -213196.765625 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -213196.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -213218.031250 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -213218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -213242.203125 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -213242.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -213255.640625 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -213255.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -213266.468750 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -213266.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213277.875000 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -213277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213285.015625 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -213285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -213288.312500 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -213288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213292.343750 Penalty: 3957.412354
	Iteration 29Q: 3 clusters Score -213292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -213295.953125 Penalty: 3957.412354
	Iteration 30Q: 3 clusters Score -213296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -213298.468750 Penalty: 3957.412354
	Iteration 31Q: 3 clusters Score -213298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -213301.750000 Penalty: 3957.412354
	Iteration 32Q: 3 clusters Score -213301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -213304.921875 Penalty: 3957.412354
	Iteration 33Q: 3 clusters Score -213304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -213310.000000 Penalty: 3957.412354
	Iteration 34Q: 3 clusters Score -213310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -213312.750000 Penalty: 3957.412354
	Iteration 35Q: 3 clusters Score -213312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -213314.875000 Penalty: 3957.412354
	Iteration 36Q: 3 clusters Score -213314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -213316.734375 Penalty: 3957.412354
	Iteration 37Q: 3 clusters Score -213316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -213318.062500 Penalty: 3957.412354
	Iteration 38Q: 3 clusters Score -213318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -213319.062500 Penalty: 3957.412354
	Iteration 39Q: 3 clusters Score -213319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -213319.203125 Penalty: 3957.412354
	Iteration 40F: 3 clusters Score -213319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -213319.921875 Penalty: 3957.412354
	Iteration 41Q: 3 clusters Score -213319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -213320.546875 Penalty: 3957.412354
	Iteration 42Q: 3 clusters Score -213320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -213321.640625 Penalty: 3957.412354
	Iteration 43Q: 3 clusters Score -213321.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -213323.500000 Penalty: 3957.412354
	Iteration 44Q: 3 clusters Score -213323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -213323.546875 Penalty: 3957.412354
	Iteration 45Q: 3 clusters Score -213323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -213323.546875 Penalty: 3957.412354
	Iteration 46F: 3 clusters Score -213323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Entering Unmasked Estep 
Score: -14308588.000000 Penalty: 2949.207275
	Iteration 0F: 2 clusters Score -1.430859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -14219965.000000 Penalty: 5898.414551
	Iteration 0F: 3 clusters Score -1.421996e+07 nChanged 69752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -14260270.000000 Penalty: 5898.414551
	Iteration 1F: 3 clusters Score -1.426027e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -14262009.000000 Penalty: 5898.414551
	Iteration 2Q: 3 clusters Score -1.426201e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -14265118.000000 Penalty: 5898.414551
	Iteration 3Q: 3 clusters Score -1.426512e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 99111 members 
Entering Unmasked Estep 
Score: -14270773.000000 Penalty: 5898.414551
	Iteration 4F: 3 clusters Score -1.427077e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -14279965.000000 Penalty: 5898.414551
	Iteration 5F: 3 clusters Score -1.427996e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 124284 members 
Entering Unmasked Estep 
Score: -14292082.000000 Penalty: 5898.414551
	Iteration 6F: 3 clusters Score -1.429208e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 135491 members 
Entering Unmasked Estep 
Score: -14300637.000000 Penalty: 5898.414551
	Iteration 7F: 3 clusters Score -1.430064e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 141925 members 
Entering Unmasked Estep 
Score: -14303912.000000 Penalty: 5898.414551
	Iteration 8Q: 3 clusters Score -1.430391e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 144516 members 
Entering Unmasked Estep 
Score: -14305122.000000 Penalty: 5898.414551
	Iteration 9Q: 3 clusters Score -1.430512e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -14305697.000000 Penalty: 5898.414551
	Iteration 10Q: 3 clusters Score -1.43057e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 145591 members 
Entering Unmasked Estep 
Score: -14306010.000000 Penalty: 5898.414551
	Iteration 11Q: 3 clusters Score -1.430601e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 145678 members 
Entering Unmasked Estep 
Score: -14306094.000000 Penalty: 5898.414551
	Iteration 12Q: 3 clusters Score -1.430609e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -14306143.000000 Penalty: 5898.414551
	Iteration 13Q: 3 clusters Score -1.430614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 145719 members 
Entering Unmasked Estep 
Score: -14306176.000000 Penalty: 5898.414551
	Iteration 14Q: 3 clusters Score -1.430618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -14306188.000000 Penalty: 5898.414551
	Iteration 15Q: 3 clusters Score -1.430619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -14306206.000000 Penalty: 5898.414551
	Iteration 16Q: 3 clusters Score -1.430621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 145738 members 
Entering Unmasked Estep 
Score: -14306219.000000 Penalty: 5898.414551
	Iteration 17Q: 3 clusters Score -1.430622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -14306253.000000 Penalty: 5898.414551
	Iteration 18Q: 3 clusters Score -1.430625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 145738 members 
Entering Unmasked Estep 
Score: -14306248.000000 Penalty: 5898.414551
	Iteration 19Q: 3 clusters Score -1.430625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -14306259.000000 Penalty: 5898.414551
	Iteration 20F: 3 clusters Score -1.430626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -14306257.000000 Penalty: 5898.414551
	Iteration 21Q: 3 clusters Score -1.430626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 145737 members 
Entering Unmasked Estep 
Score: -14306283.000000 Penalty: 5898.414551
	Iteration 22Q: 3 clusters Score -1.430628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 145735 members 
Entering Unmasked Estep 
Score: -14306281.000000 Penalty: 5898.414551
	Iteration 23Q: 3 clusters Score -1.430628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 145732 members 
Entering Unmasked Estep 
Score: -14306281.000000 Penalty: 5898.414551
	Iteration 24Q: 3 clusters Score -1.430628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145731 members 
Entering Unmasked Estep 
Score: -14306286.000000 Penalty: 5898.414551
	Iteration 25Q: 3 clusters Score -1.430629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 145731 members 
Entering Unmasked Estep 
Score: -14306286.000000 Penalty: 5898.414551
	Iteration 26F: 3 clusters Score -1.430629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Entering Unmasked Estep 
Score: -1571621.000000 Penalty: 2471.729248
	Iteration 0F: 2 clusters Score -1571621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1556784.250000 Penalty: 4943.458496
	Iteration 0F: 3 clusters Score -1556784 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1561849.625000 Penalty: 4943.458496
	Iteration 1F: 3 clusters Score -1561850 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1562366.625000 Penalty: 4943.458496
	Iteration 2F: 3 clusters Score -1562367 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1562877.875000 Penalty: 4943.458496
	Iteration 3F: 3 clusters Score -1562878 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1563357.000000 Penalty: 4943.458496
	Iteration 4Q: 3 clusters Score -1563357 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1563837.375000 Penalty: 4943.458496
	Iteration 5Q: 3 clusters Score -1563837 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1564313.625000 Penalty: 4943.458496
	Iteration 6Q: 3 clusters Score -1564314 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1564744.000000 Penalty: 4943.458496
	Iteration 7Q: 3 clusters Score -1564744 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1565113.500000 Penalty: 4943.458496
	Iteration 8Q: 3 clusters Score -1565114 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1565435.250000 Penalty: 4943.458496
	Iteration 9Q: 3 clusters Score -1565435 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1565669.000000 Penalty: 4943.458496
	Iteration 10Q: 3 clusters Score -1565669 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1565814.875000 Penalty: 4943.458496
	Iteration 11Q: 3 clusters Score -1565815 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1565920.750000 Penalty: 4943.458496
	Iteration 12Q: 3 clusters Score -1565921 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1565995.500000 Penalty: 4943.458496
	Iteration 13Q: 3 clusters Score -1565996 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1566063.750000 Penalty: 4943.458496
	Iteration 14Q: 3 clusters Score -1566064 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1566118.000000 Penalty: 4943.458496
	Iteration 15Q: 3 clusters Score -1566118 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1566185.625000 Penalty: 4943.458496
	Iteration 16Q: 3 clusters Score -1566186 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1566252.500000 Penalty: 4943.458496
	Iteration 17Q: 3 clusters Score -1566252 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1566325.000000 Penalty: 4943.458496
	Iteration 18Q: 3 clusters Score -1566325 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1566410.125000 Penalty: 4943.458496
	Iteration 19Q: 3 clusters Score -1566410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1566490.375000 Penalty: 4943.458496
	Iteration 20F: 3 clusters Score -1566490 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1566593.250000 Penalty: 4943.458496
	Iteration 21Q: 3 clusters Score -1566593 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1566729.125000 Penalty: 4943.458496
	Iteration 22Q: 3 clusters Score -1566729 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1566877.000000 Penalty: 4943.458496
	Iteration 23Q: 3 clusters Score -1566877 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1567064.125000 Penalty: 4943.458496
	Iteration 24Q: 3 clusters Score -1567064 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1567292.000000 Penalty: 4943.458496
	Iteration 25Q: 3 clusters Score -1567292 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1567546.750000 Penalty: 4943.458496
	Iteration 26Q: 3 clusters Score -1567547 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1567839.500000 Penalty: 4943.458496
	Iteration 27Q: 3 clusters Score -1567840 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1568161.625000 Penalty: 4943.458496
	Iteration 28Q: 3 clusters Score -1568162 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1568496.750000 Penalty: 4943.458496
	Iteration 29Q: 3 clusters Score -1568497 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1568827.375000 Penalty: 4943.458496
	Iteration 30Q: 3 clusters Score -1568827 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1569089.125000 Penalty: 4943.458496
	Iteration 31Q: 3 clusters Score -1569089 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1569300.625000 Penalty: 4943.458496
	Iteration 32Q: 3 clusters Score -1569301 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1569445.750000 Penalty: 4943.458496
	Iteration 33Q: 3 clusters Score -1569446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1569550.000000 Penalty: 4943.458496
	Iteration 34Q: 3 clusters Score -1569550 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1569647.875000 Penalty: 4943.458496
	Iteration 35Q: 3 clusters Score -1569648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1569718.375000 Penalty: 4943.458496
	Iteration 36Q: 3 clusters Score -1569718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1569783.000000 Penalty: 4943.458496
	Iteration 37Q: 3 clusters Score -1569783 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -1569829.875000 Penalty: 4943.458496
	Iteration 38Q: 3 clusters Score -1569830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1569865.500000 Penalty: 4943.458496
	Iteration 39Q: 3 clusters Score -1569866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1569892.250000 Penalty: 4943.458496
	Iteration 40F: 3 clusters Score -1569892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1569918.500000 Penalty: 4943.458496
	Iteration 41Q: 3 clusters Score -1569918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1569934.250000 Penalty: 4943.458496
	Iteration 42Q: 3 clusters Score -1569934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1569955.000000 Penalty: 4943.458496
	Iteration 43Q: 3 clusters Score -1569955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1569962.875000 Penalty: 4943.458496
	Iteration 44Q: 3 clusters Score -1569963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1569975.625000 Penalty: 4943.458496
	Iteration 45Q: 3 clusters Score -1569976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1569988.750000 Penalty: 4943.458496
	Iteration 46Q: 3 clusters Score -1569989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1570001.500000 Penalty: 4943.458496
	Iteration 47Q: 3 clusters Score -1570002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1570012.500000 Penalty: 4943.458496
	Iteration 48Q: 3 clusters Score -1570012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1570026.250000 Penalty: 4943.458496
	Iteration 49Q: 3 clusters Score -1570026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1570032.125000 Penalty: 4943.458496
	Iteration 50Q: 3 clusters Score -1570032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1570042.625000 Penalty: 4943.458496
	Iteration 51Q: 3 clusters Score -1570043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1570052.875000 Penalty: 4943.458496
	Iteration 52Q: 3 clusters Score -1570053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -1570064.875000 Penalty: 4943.458496
	Iteration 53Q: 3 clusters Score -1570065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1570079.250000 Penalty: 4943.458496
	Iteration 54Q: 3 clusters Score -1570079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1570091.000000 Penalty: 4943.458496
	Iteration 55Q: 3 clusters Score -1570091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1570106.375000 Penalty: 4943.458496
	Iteration 56Q: 3 clusters Score -1570106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1570113.250000 Penalty: 4943.458496
	Iteration 57Q: 3 clusters Score -1570113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1570117.250000 Penalty: 4943.458496
	Iteration 58Q: 3 clusters Score -1570117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1570118.000000 Penalty: 4943.458496
	Iteration 59Q: 3 clusters Score -1570118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -1570121.750000 Penalty: 4943.458496
	Iteration 60F: 3 clusters Score -1570122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -1570124.625000 Penalty: 4943.458496
	Iteration 61Q: 3 clusters Score -1570125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1570123.000000 Penalty: 4943.458496
	Iteration 62Q: 3 clusters Score -1570123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1570123.000000 Penalty: 4943.458496
	Iteration 63F: 3 clusters Score -1570123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Entering Unmasked Estep 
Score: -601965.125000 Penalty: 2218.183838
	Iteration 0F: 2 clusters Score -601965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -595777.937500 Penalty: 4436.367676
	Iteration 0F: 3 clusters Score -595777.9 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -597423.187500 Penalty: 4436.367676
	Iteration 1F: 3 clusters Score -597423.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -597714.687500 Penalty: 4436.367676
	Iteration 2F: 3 clusters Score -597714.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -597957.562500 Penalty: 4436.367676
	Iteration 3F: 3 clusters Score -597957.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -598200.687500 Penalty: 4436.367676
	Iteration 4F: 3 clusters Score -598200.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -598410.000000 Penalty: 4436.367676
	Iteration 5Q: 3 clusters Score -598410 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -598623.437500 Penalty: 4436.367676
	Iteration 6Q: 3 clusters Score -598623.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -598829.250000 Penalty: 4436.367676
	Iteration 7Q: 3 clusters Score -598829.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -599011.562500 Penalty: 4436.367676
	Iteration 8Q: 3 clusters Score -599011.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -599173.500000 Penalty: 4436.367676
	Iteration 9Q: 3 clusters Score -599173.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -599319.562500 Penalty: 4436.367676
	Iteration 10Q: 3 clusters Score -599319.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -599439.875000 Penalty: 4436.367676
	Iteration 11Q: 3 clusters Score -599439.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -599548.312500 Penalty: 4436.367676
	Iteration 12Q: 3 clusters Score -599548.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -599628.750000 Penalty: 4436.367676
	Iteration 13Q: 3 clusters Score -599628.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -599699.875000 Penalty: 4436.367676
	Iteration 14Q: 3 clusters Score -599699.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -599768.437500 Penalty: 4436.367676
	Iteration 15Q: 3 clusters Score -599768.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -599829.937500 Penalty: 4436.367676
	Iteration 16Q: 3 clusters Score -599829.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -599887.000000 Penalty: 4436.367676
	Iteration 17Q: 3 clusters Score -599887 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -599957.187500 Penalty: 4436.367676
	Iteration 18Q: 3 clusters Score -599957.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -600045.875000 Penalty: 4436.367676
	Iteration 19Q: 3 clusters Score -600045.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -600148.562500 Penalty: 4436.367676
	Iteration 20F: 3 clusters Score -600148.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -600247.250000 Penalty: 4436.367676
	Iteration 21Q: 3 clusters Score -600247.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -600330.250000 Penalty: 4436.367676
	Iteration 22Q: 3 clusters Score -600330.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -600374.437500 Penalty: 4436.367676
	Iteration 23Q: 3 clusters Score -600374.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -600418.375000 Penalty: 4436.367676
	Iteration 24Q: 3 clusters Score -600418.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -600467.687500 Penalty: 4436.367676
	Iteration 25Q: 3 clusters Score -600467.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -600498.062500 Penalty: 4436.367676
	Iteration 26Q: 3 clusters Score -600498.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -600516.375000 Penalty: 4436.367676
	Iteration 27Q: 3 clusters Score -600516.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -600533.000000 Penalty: 4436.367676
	Iteration 28Q: 3 clusters Score -600533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -600542.375000 Penalty: 4436.367676
	Iteration 29Q: 3 clusters Score -600542.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -600551.625000 Penalty: 4436.367676
	Iteration 30Q: 3 clusters Score -600551.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -600562.687500 Penalty: 4436.367676
	Iteration 31Q: 3 clusters Score -600562.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -600569.062500 Penalty: 4436.367676
	Iteration 32Q: 3 clusters Score -600569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -600573.750000 Penalty: 4436.367676
	Iteration 33Q: 3 clusters Score -600573.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -600576.937500 Penalty: 4436.367676
	Iteration 34Q: 3 clusters Score -600576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -600579.375000 Penalty: 4436.367676
	Iteration 35Q: 3 clusters Score -600579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -600578.062500 Penalty: 4436.367676
	Iteration 36Q: 3 clusters Score -600578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -600579.625000 Penalty: 4436.367676
	Iteration 37Q: 3 clusters Score -600579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -600581.437500 Penalty: 4436.367676
	Iteration 38Q: 3 clusters Score -600581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -600582.875000 Penalty: 4436.367676
	Iteration 39Q: 3 clusters Score -600582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -600585.312500 Penalty: 4436.367676
	Iteration 40F: 3 clusters Score -600585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -600586.250000 Penalty: 4436.367676
	Iteration 41Q: 3 clusters Score -600586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -600586.375000 Penalty: 4436.367676
	Iteration 42Q: 3 clusters Score -600586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -600587.562500 Penalty: 4436.367676
	Iteration 43Q: 3 clusters Score -600587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -600588.250000 Penalty: 4436.367676
	Iteration 44Q: 3 clusters Score -600588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -600588.937500 Penalty: 4436.367676
	Iteration 45Q: 3 clusters Score -600588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -600589.625000 Penalty: 4436.367676
	Iteration 46Q: 3 clusters Score -600589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -600590.625000 Penalty: 4436.367676
	Iteration 47Q: 3 clusters Score -600590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -600590.375000 Penalty: 4436.367676
	Iteration 48Q: 3 clusters Score -600590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -600591.750000 Penalty: 4436.367676
	Iteration 49Q: 3 clusters Score -600591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -600593.187500 Penalty: 4436.367676
	Iteration 50Q: 3 clusters Score -600593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -600594.125000 Penalty: 4436.367676
	Iteration 51Q: 3 clusters Score -600594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -600593.875000 Penalty: 4436.367676
	Iteration 52Q: 3 clusters Score -600593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -600593.875000 Penalty: 4436.367676
	Iteration 53F: 3 clusters Score -600593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Entering Unmasked Estep 
Score: -11605867.000000 Penalty: 2878.961914
	Iteration 0F: 2 clusters Score -1.160587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -11534586.000000 Penalty: 5757.923828
	Iteration 0F: 3 clusters Score -1.153459e+07 nChanged 51926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -11564049.000000 Penalty: 5757.923828
	Iteration 1F: 3 clusters Score -1.156405e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -11564773.000000 Penalty: 5757.923828
	Iteration 2Q: 3 clusters Score -1.156477e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -11565527.000000 Penalty: 5757.923828
	Iteration 3Q: 3 clusters Score -1.156553e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -11566344.000000 Penalty: 5757.923828
	Iteration 4Q: 3 clusters Score -1.156634e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -11567315.000000 Penalty: 5757.923828
	Iteration 5Q: 3 clusters Score -1.156732e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -11568330.000000 Penalty: 5757.923828
	Iteration 6Q: 3 clusters Score -1.156833e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -11569627.000000 Penalty: 5757.923828
	Iteration 7Q: 3 clusters Score -1.156963e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -11571153.000000 Penalty: 5757.923828
	Iteration 8Q: 3 clusters Score -1.157115e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -11573196.000000 Penalty: 5757.923828
	Iteration 9Q: 3 clusters Score -1.15732e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -11576296.000000 Penalty: 5757.923828
	Iteration 10F: 3 clusters Score -1.15763e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -11580281.000000 Penalty: 5757.923828
	Iteration 11F: 3 clusters Score -1.158028e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -11584830.000000 Penalty: 5757.923828
	Iteration 12F: 3 clusters Score -1.158483e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -11589101.000000 Penalty: 5757.923828
	Iteration 13F: 3 clusters Score -1.15891e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -11592440.000000 Penalty: 5757.923828
	Iteration 14Q: 3 clusters Score -1.159244e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -11594584.000000 Penalty: 5757.923828
	Iteration 15Q: 3 clusters Score -1.159458e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -11595920.000000 Penalty: 5757.923828
	Iteration 16Q: 3 clusters Score -1.159592e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -11596896.000000 Penalty: 5757.923828
	Iteration 17Q: 3 clusters Score -1.15969e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -11597739.000000 Penalty: 5757.923828
	Iteration 18Q: 3 clusters Score -1.159774e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -11598351.000000 Penalty: 5757.923828
	Iteration 19Q: 3 clusters Score -1.159835e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -11598916.000000 Penalty: 5757.923828
	Iteration 20F: 3 clusters Score -1.159892e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -11599339.000000 Penalty: 5757.923828
	Iteration 21Q: 3 clusters Score -1.159934e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -11599642.000000 Penalty: 5757.923828
	Iteration 22Q: 3 clusters Score -1.159964e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -11599913.000000 Penalty: 5757.923828
	Iteration 23Q: 3 clusters Score -1.159991e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
Score: -11600151.000000 Penalty: 5757.923828
	Iteration 24Q: 3 clusters Score -1.160015e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -11600280.000000 Penalty: 5757.923828
	Iteration 25Q: 3 clusters Score -1.160028e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -11600389.000000 Penalty: 5757.923828
	Iteration 26Q: 3 clusters Score -1.160039e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -11600559.000000 Penalty: 5757.923828
	Iteration 27Q: 3 clusters Score -1.160056e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -11600647.000000 Penalty: 5757.923828
	Iteration 28Q: 3 clusters Score -1.160065e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -11600782.000000 Penalty: 5757.923828
	Iteration 29Q: 3 clusters Score -1.160078e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -11600895.000000 Penalty: 5757.923828
	Iteration 30Q: 3 clusters Score -1.16009e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -11601031.000000 Penalty: 5757.923828
	Iteration 31Q: 3 clusters Score -1.160103e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -11601140.000000 Penalty: 5757.923828
	Iteration 32Q: 3 clusters Score -1.160114e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
Score: -11601208.000000 Penalty: 5757.923828
	Iteration 33Q: 3 clusters Score -1.160121e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -11601330.000000 Penalty: 5757.923828
	Iteration 34Q: 3 clusters Score -1.160133e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -11601451.000000 Penalty: 5757.923828
	Iteration 35Q: 3 clusters Score -1.160145e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -11601566.000000 Penalty: 5757.923828
	Iteration 36Q: 3 clusters Score -1.160157e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -11601620.000000 Penalty: 5757.923828
	Iteration 37Q: 3 clusters Score -1.160162e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -11601732.000000 Penalty: 5757.923828
	Iteration 38Q: 3 clusters Score -1.160173e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -11601848.000000 Penalty: 5757.923828
	Iteration 39Q: 3 clusters Score -1.160185e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -11601969.000000 Penalty: 5757.923828
	Iteration 40F: 3 clusters Score -1.160197e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -11602060.000000 Penalty: 5757.923828
	Iteration 41Q: 3 clusters Score -1.160206e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -11602100.000000 Penalty: 5757.923828
	Iteration 42Q: 3 clusters Score -1.16021e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -11602166.000000 Penalty: 5757.923828
	Iteration 43Q: 3 clusters Score -1.160217e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -11602235.000000 Penalty: 5757.923828
	Iteration 44Q: 3 clusters Score -1.160224e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -11602347.000000 Penalty: 5757.923828
	Iteration 45Q: 3 clusters Score -1.160235e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -11602417.000000 Penalty: 5757.923828
	Iteration 46Q: 3 clusters Score -1.160242e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -11602457.000000 Penalty: 5757.923828
	Iteration 47Q: 3 clusters Score -1.160246e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -11602507.000000 Penalty: 5757.923828
	Iteration 48Q: 3 clusters Score -1.160251e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -11602594.000000 Penalty: 5757.923828
	Iteration 49Q: 3 clusters Score -1.160259e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -11602674.000000 Penalty: 5757.923828
	Iteration 50Q: 3 clusters Score -1.160267e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -11602698.000000 Penalty: 5757.923828
	Iteration 51Q: 3 clusters Score -1.16027e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -11602763.000000 Penalty: 5757.923828
	Iteration 52Q: 3 clusters Score -1.160276e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -11602850.000000 Penalty: 5757.923828
	Iteration 53Q: 3 clusters Score -1.160285e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -11602892.000000 Penalty: 5757.923828
	Iteration 54Q: 3 clusters Score -1.160289e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -11602965.000000 Penalty: 5757.923828
	Iteration 55Q: 3 clusters Score -1.160296e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -11603016.000000 Penalty: 5757.923828
	Iteration 56Q: 3 clusters Score -1.160302e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 105575 members 
Entering Unmasked Estep 
Score: -11603096.000000 Penalty: 5757.923828
	Iteration 57Q: 3 clusters Score -1.16031e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -11603153.000000 Penalty: 5757.923828
	Iteration 58Q: 3 clusters Score -1.160315e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -11603179.000000 Penalty: 5757.923828
	Iteration 59Q: 3 clusters Score -1.160318e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -11603217.000000 Penalty: 5757.923828
	Iteration 60F: 3 clusters Score -1.160322e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 106199 members 
Entering Unmasked Estep 
Score: -11603261.000000 Penalty: 5757.923828
	Iteration 61Q: 3 clusters Score -1.160326e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -11603281.000000 Penalty: 5757.923828
	Iteration 62Q: 3 clusters Score -1.160328e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -11603300.000000 Penalty: 5757.923828
	Iteration 63Q: 3 clusters Score -1.16033e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 106556 members 
Entering Unmasked Estep 
Score: -11603311.000000 Penalty: 5757.923828
	Iteration 64Q: 3 clusters Score -1.160331e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 106673 members 
Entering Unmasked Estep 
Score: -11603323.000000 Penalty: 5757.923828
	Iteration 65Q: 3 clusters Score -1.160332e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -11603360.000000 Penalty: 5757.923828
	Iteration 66Q: 3 clusters Score -1.160336e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 106878 members 
Entering Unmasked Estep 
Score: -11603353.000000 Penalty: 5757.923828
	Iteration 67Q: 3 clusters Score -1.160335e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -11603387.000000 Penalty: 5757.923828
	Iteration 68Q: 3 clusters Score -1.160339e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -11603374.000000 Penalty: 5757.923828
	Iteration 69Q: 3 clusters Score -1.160337e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
Score: -11603392.000000 Penalty: 5757.923828
	Iteration 70Q: 3 clusters Score -1.160339e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -11603397.000000 Penalty: 5757.923828
	Iteration 71Q: 3 clusters Score -1.16034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -11603435.000000 Penalty: 5757.923828
	Iteration 72Q: 3 clusters Score -1.160344e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -11603446.000000 Penalty: 5757.923828
	Iteration 73Q: 3 clusters Score -1.160345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -11603447.000000 Penalty: 5757.923828
	Iteration 74Q: 3 clusters Score -1.160345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -11603456.000000 Penalty: 5757.923828
	Iteration 75Q: 3 clusters Score -1.160346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -11603462.000000 Penalty: 5757.923828
	Iteration 76Q: 3 clusters Score -1.160346e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 107359 members 
Entering Unmasked Estep 
Score: -11603456.000000 Penalty: 5757.923828
	Iteration 77Q: 3 clusters Score -1.160346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -11603459.000000 Penalty: 5757.923828
	Iteration 78Q: 3 clusters Score -1.160346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -11603459.000000 Penalty: 5757.923828
	Iteration 79Q: 3 clusters Score -1.160346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -11603457.000000 Penalty: 5757.923828
	Iteration 80F: 3 clusters Score -1.160346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -11603477.000000 Penalty: 5757.923828
	Iteration 81Q: 3 clusters Score -1.160348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -11603478.000000 Penalty: 5757.923828
	Iteration 82Q: 3 clusters Score -1.160348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -11603467.000000 Penalty: 5757.923828
	Iteration 83Q: 3 clusters Score -1.160347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -11603475.000000 Penalty: 5757.923828
	Iteration 84Q: 3 clusters Score -1.160348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -11603470.000000 Penalty: 5757.923828
	Iteration 85Q: 3 clusters Score -1.160347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -11603484.000000 Penalty: 5757.923828
	Iteration 86Q: 3 clusters Score -1.160348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -11603478.000000 Penalty: 5757.923828
	Iteration 87Q: 3 clusters Score -1.160348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -11603481.000000 Penalty: 5757.923828
	Iteration 88Q: 3 clusters Score -1.160348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 107617 members 
Entering Unmasked Estep 
Score: -11603480.000000 Penalty: 5757.923828
	Iteration 89Q: 3 clusters Score -1.160348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 107633 members 
Entering Unmasked Estep 
Score: -11603477.000000 Penalty: 5757.923828
	Iteration 90Q: 3 clusters Score -1.160348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -11603485.000000 Penalty: 5757.923828
	Iteration 91Q: 3 clusters Score -1.160348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -11603483.000000 Penalty: 5757.923828
	Iteration 92Q: 3 clusters Score -1.160348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 107665 members 
Entering Unmasked Estep 
Score: -11603491.000000 Penalty: 5757.923828
	Iteration 93Q: 3 clusters Score -1.160349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -11603494.000000 Penalty: 5757.923828
	Iteration 94Q: 3 clusters Score -1.160349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -11603492.000000 Penalty: 5757.923828
	Iteration 95Q: 3 clusters Score -1.160349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -11603496.000000 Penalty: 5757.923828
	Iteration 96Q: 3 clusters Score -1.16035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -11603504.000000 Penalty: 5757.923828
	Iteration 97Q: 3 clusters Score -1.16035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -11603512.000000 Penalty: 5757.923828
	Iteration 98Q: 3 clusters Score -1.160351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -11603511.000000 Penalty: 5757.923828
	Iteration 99Q: 3 clusters Score -1.160351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -11603507.000000 Penalty: 5757.923828
	Iteration 100F: 3 clusters Score -1.160351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -821369.750000 Penalty: 2260.175049
	Iteration 0F: 2 clusters Score -821369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -814282.562500 Penalty: 4520.350098
	Iteration 0F: 3 clusters Score -814282.6 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -816254.125000 Penalty: 4520.350098
	Iteration 1F: 3 clusters Score -816254.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -816552.000000 Penalty: 4520.350098
	Iteration 2F: 3 clusters Score -816552 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -816793.875000 Penalty: 4520.350098
	Iteration 3F: 3 clusters Score -816793.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -817005.312500 Penalty: 4520.350098
	Iteration 4Q: 3 clusters Score -817005.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -817229.250000 Penalty: 4520.350098
	Iteration 5Q: 3 clusters Score -817229.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -817451.625000 Penalty: 4520.350098
	Iteration 6Q: 3 clusters Score -817451.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -817679.750000 Penalty: 4520.350098
	Iteration 7Q: 3 clusters Score -817679.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -817886.500000 Penalty: 4520.350098
	Iteration 8Q: 3 clusters Score -817886.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -818090.750000 Penalty: 4520.350098
	Iteration 9Q: 3 clusters Score -818090.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -818286.000000 Penalty: 4520.350098
	Iteration 10Q: 3 clusters Score -818286 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -818468.375000 Penalty: 4520.350098
	Iteration 11Q: 3 clusters Score -818468.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -818620.250000 Penalty: 4520.350098
	Iteration 12Q: 3 clusters Score -818620.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -818775.125000 Penalty: 4520.350098
	Iteration 13Q: 3 clusters Score -818775.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -818912.875000 Penalty: 4520.350098
	Iteration 14Q: 3 clusters Score -818912.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -819031.000000 Penalty: 4520.350098
	Iteration 15Q: 3 clusters Score -819031 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -819124.562500 Penalty: 4520.350098
	Iteration 16Q: 3 clusters Score -819124.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -819206.937500 Penalty: 4520.350098
	Iteration 17Q: 3 clusters Score -819206.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -819276.062500 Penalty: 4520.350098
	Iteration 18Q: 3 clusters Score -819276.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -819337.437500 Penalty: 4520.350098
	Iteration 19Q: 3 clusters Score -819337.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -819385.687500 Penalty: 4520.350098
	Iteration 20F: 3 clusters Score -819385.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -819422.937500 Penalty: 4520.350098
	Iteration 21Q: 3 clusters Score -819422.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -819455.750000 Penalty: 4520.350098
	Iteration 22Q: 3 clusters Score -819455.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -819478.000000 Penalty: 4520.350098
	Iteration 23Q: 3 clusters Score -819478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -819501.000000 Penalty: 4520.350098
	Iteration 24Q: 3 clusters Score -819501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -819519.562500 Penalty: 4520.350098
	Iteration 25Q: 3 clusters Score -819519.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -819540.375000 Penalty: 4520.350098
	Iteration 26Q: 3 clusters Score -819540.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -819561.437500 Penalty: 4520.350098
	Iteration 27Q: 3 clusters Score -819561.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -819574.125000 Penalty: 4520.350098
	Iteration 28Q: 3 clusters Score -819574.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -819587.625000 Penalty: 4520.350098
	Iteration 29Q: 3 clusters Score -819587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -819597.062500 Penalty: 4520.350098
	Iteration 30Q: 3 clusters Score -819597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -819606.500000 Penalty: 4520.350098
	Iteration 31Q: 3 clusters Score -819606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -819614.187500 Penalty: 4520.350098
	Iteration 32Q: 3 clusters Score -819614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -819621.562500 Penalty: 4520.350098
	Iteration 33Q: 3 clusters Score -819621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -819625.250000 Penalty: 4520.350098
	Iteration 34Q: 3 clusters Score -819625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -819628.750000 Penalty: 4520.350098
	Iteration 35Q: 3 clusters Score -819628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -819629.937500 Penalty: 4520.350098
	Iteration 36Q: 3 clusters Score -819629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -819632.687500 Penalty: 4520.350098
	Iteration 37Q: 3 clusters Score -819632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -819634.687500 Penalty: 4520.350098
	Iteration 38Q: 3 clusters Score -819634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -819638.687500 Penalty: 4520.350098
	Iteration 39Q: 3 clusters Score -819638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -819641.312500 Penalty: 4520.350098
	Iteration 40F: 3 clusters Score -819641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -819641.437500 Penalty: 4520.350098
	Iteration 41Q: 3 clusters Score -819641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -819642.000000 Penalty: 4520.350098
	Iteration 42Q: 3 clusters Score -819642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -819642.000000 Penalty: 4520.350098
	Iteration 43F: 3 clusters Score -819642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -955761.437500 Penalty: 2264.776367
	Iteration 0F: 2 clusters Score -955761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -948636.812500 Penalty: 4529.552734
	Iteration 0F: 3 clusters Score -948636.8 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -950711.375000 Penalty: 4529.552734
	Iteration 1F: 3 clusters Score -950711.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -951037.312500 Penalty: 4529.552734
	Iteration 2F: 3 clusters Score -951037.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -951313.312500 Penalty: 4529.552734
	Iteration 3F: 3 clusters Score -951313.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -951588.187500 Penalty: 4529.552734
	Iteration 4F: 3 clusters Score -951588.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -951876.812500 Penalty: 4529.552734
	Iteration 5F: 3 clusters Score -951876.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -952148.812500 Penalty: 4529.552734
	Iteration 6Q: 3 clusters Score -952148.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -952392.437500 Penalty: 4529.552734
	Iteration 7Q: 3 clusters Score -952392.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -952618.562500 Penalty: 4529.552734
	Iteration 8Q: 3 clusters Score -952618.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -952840.687500 Penalty: 4529.552734
	Iteration 9Q: 3 clusters Score -952840.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -953087.062500 Penalty: 4529.552734
	Iteration 10Q: 3 clusters Score -953087.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -953310.812500 Penalty: 4529.552734
	Iteration 11Q: 3 clusters Score -953310.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -953492.187500 Penalty: 4529.552734
	Iteration 12Q: 3 clusters Score -953492.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -953645.437500 Penalty: 4529.552734
	Iteration 13Q: 3 clusters Score -953645.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -953766.125000 Penalty: 4529.552734
	Iteration 14Q: 3 clusters Score -953766.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -953867.125000 Penalty: 4529.552734
	Iteration 15Q: 3 clusters Score -953867.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -953943.375000 Penalty: 4529.552734
	Iteration 16Q: 3 clusters Score -953943.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -954001.375000 Penalty: 4529.552734
	Iteration 17Q: 3 clusters Score -954001.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -954041.062500 Penalty: 4529.552734
	Iteration 18Q: 3 clusters Score -954041.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -954067.812500 Penalty: 4529.552734
	Iteration 19Q: 3 clusters Score -954067.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -954086.250000 Penalty: 4529.552734
	Iteration 20F: 3 clusters Score -954086.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -954101.625000 Penalty: 4529.552734
	Iteration 21Q: 3 clusters Score -954101.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -954115.562500 Penalty: 4529.552734
	Iteration 22Q: 3 clusters Score -954115.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -954128.937500 Penalty: 4529.552734
	Iteration 23Q: 3 clusters Score -954128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -954135.062500 Penalty: 4529.552734
	Iteration 24Q: 3 clusters Score -954135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -954140.812500 Penalty: 4529.552734
	Iteration 25Q: 3 clusters Score -954140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -954148.000000 Penalty: 4529.552734
	Iteration 26Q: 3 clusters Score -954148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -954149.437500 Penalty: 4529.552734
	Iteration 27Q: 3 clusters Score -954149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -954156.312500 Penalty: 4529.552734
	Iteration 28Q: 3 clusters Score -954156.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -954165.812500 Penalty: 4529.552734
	Iteration 29Q: 3 clusters Score -954165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -954171.500000 Penalty: 4529.552734
	Iteration 30Q: 3 clusters Score -954171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -954175.875000 Penalty: 4529.552734
	Iteration 31Q: 3 clusters Score -954175.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -954179.687500 Penalty: 4529.552734
	Iteration 32Q: 3 clusters Score -954179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -954179.625000 Penalty: 4529.552734
	Iteration 33Q: 3 clusters Score -954179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -954178.875000 Penalty: 4529.552734
	Iteration 34Q: 3 clusters Score -954178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -954179.875000 Penalty: 4529.552734
	Iteration 35Q: 3 clusters Score -954179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -954179.875000 Penalty: 4529.552734
	Iteration 36F: 3 clusters Score -954179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Entering Unmasked Estep 
Score: -1159665.000000 Penalty: 2399.715820
	Iteration 0F: 2 clusters Score -1159665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1148172.500000 Penalty: 4799.431641
	Iteration 0F: 3 clusters Score -1148172 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1152029.125000 Penalty: 4799.431641
	Iteration 1F: 3 clusters Score -1152029 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1152465.375000 Penalty: 4799.431641
	Iteration 2F: 3 clusters Score -1152465 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1152863.750000 Penalty: 4799.431641
	Iteration 3F: 3 clusters Score -1152864 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1153272.625000 Penalty: 4799.431641
	Iteration 4Q: 3 clusters Score -1153273 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1153694.250000 Penalty: 4799.431641
	Iteration 5Q: 3 clusters Score -1153694 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1154174.500000 Penalty: 4799.431641
	Iteration 6Q: 3 clusters Score -1154174 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1154650.625000 Penalty: 4799.431641
	Iteration 7Q: 3 clusters Score -1154651 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1155105 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1155526.750000 Penalty: 4799.431641
	Iteration 9Q: 3 clusters Score -1155527 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1155901.125000 Penalty: 4799.431641
	Iteration 10Q: 3 clusters Score -1155901 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1156175.125000 Penalty: 4799.431641
	Iteration 11Q: 3 clusters Score -1156175 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1156401.500000 Penalty: 4799.431641
	Iteration 12Q: 3 clusters Score -1156402 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1156557.875000 Penalty: 4799.431641
	Iteration 13Q: 3 clusters Score -1156558 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1156670.750000 Penalty: 4799.431641
	Iteration 14Q: 3 clusters Score -1156671 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1156756.750000 Penalty: 4799.431641
	Iteration 15Q: 3 clusters Score -1156757 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1156815.250000 Penalty: 4799.431641
	Iteration 16Q: 3 clusters Score -1156815 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1156874.000000 Penalty: 4799.431641
	Iteration 17Q: 3 clusters Score -1156874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1156920.750000 Penalty: 4799.431641
	Iteration 18Q: 3 clusters Score -1156921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1156961.250000 Penalty: 4799.431641
	Iteration 19Q: 3 clusters Score -1156961 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1156994.125000 Penalty: 4799.431641
	Iteration 20F: 3 clusters Score -1156994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1157018.125000 Penalty: 4799.431641
	Iteration 21Q: 3 clusters Score -1157018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1157037.750000 Penalty: 4799.431641
	Iteration 22Q: 3 clusters Score -1157038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1157050.875000 Penalty: 4799.431641
	Iteration 23Q: 3 clusters Score -1157051 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1157070.750000 Penalty: 4799.431641
	Iteration 24Q: 3 clusters Score -1157071 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1157082.375000 Penalty: 4799.431641
	Iteration 25Q: 3 clusters Score -1157082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1157090.000000 Penalty: 4799.431641
	Iteration 26Q: 3 clusters Score -1157090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1157100.000000 Penalty: 4799.431641
	Iteration 27Q: 3 clusters Score -1157100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1157105.625000 Penalty: 4799.431641
	Iteration 28Q: 3 clusters Score -1157106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1157109.250000 Penalty: 4799.431641
	Iteration 29Q: 3 clusters Score -1157109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1157115.125000 Penalty: 4799.431641
	Iteration 30Q: 3 clusters Score -1157115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1157120.000000 Penalty: 4799.431641
	Iteration 31Q: 3 clusters Score -1157120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1157123.000000 Penalty: 4799.431641
	Iteration 32Q: 3 clusters Score -1157123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1157123.125000 Penalty: 4799.431641
	Iteration 33Q: 3 clusters Score -1157123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1157129.000000 Penalty: 4799.431641
	Iteration 34Q: 3 clusters Score -1157129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1157136.125000 Penalty: 4799.431641
	Iteration 35Q: 3 clusters Score -1157136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1157138.625000 Penalty: 4799.431641
	Iteration 36Q: 3 clusters Score -1157139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1157146.750000 Penalty: 4799.431641
	Iteration 37Q: 3 clusters Score -1157147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1157156.750000 Penalty: 4799.431641
	Iteration 38Q: 3 clusters Score -1157157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1157166.875000 Penalty: 4799.431641
	Iteration 39Q: 3 clusters Score -1157167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1157178.250000 Penalty: 4799.431641
	Iteration 40F: 3 clusters Score -1157178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1157188.750000 Penalty: 4799.431641
	Iteration 41Q: 3 clusters Score -1157189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1157194.875000 Penalty: 4799.431641
	Iteration 42Q: 3 clusters Score -1157195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1157209.250000 Penalty: 4799.431641
	Iteration 43Q: 3 clusters Score -1157209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1157218.500000 Penalty: 4799.431641
	Iteration 44Q: 3 clusters Score -1157218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1157221.750000 Penalty: 4799.431641
	Iteration 45Q: 3 clusters Score -1157222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1157233.625000 Penalty: 4799.431641
	Iteration 46Q: 3 clusters Score -1157234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1157237.625000 Penalty: 4799.431641
	Iteration 47Q: 3 clusters Score -1157238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1157245.250000 Penalty: 4799.431641
	Iteration 48Q: 3 clusters Score -1157245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1157255.500000 Penalty: 4799.431641
	Iteration 49Q: 3 clusters Score -1157256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1157267.750000 Penalty: 4799.431641
	Iteration 50Q: 3 clusters Score -1157268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1157279.375000 Penalty: 4799.431641
	Iteration 51Q: 3 clusters Score -1157279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1157287.250000 Penalty: 4799.431641
	Iteration 52Q: 3 clusters Score -1157287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1157297.750000 Penalty: 4799.431641
	Iteration 53Q: 3 clusters Score -1157298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1157308.125000 Penalty: 4799.431641
	Iteration 54Q: 3 clusters Score -1157308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1157328.250000 Penalty: 4799.431641
	Iteration 55Q: 3 clusters Score -1157328 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1157338.250000 Penalty: 4799.431641
	Iteration 56Q: 3 clusters Score -1157338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1157347.125000 Penalty: 4799.431641
	Iteration 57Q: 3 clusters Score -1157347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1157359.750000 Penalty: 4799.431641
	Iteration 58Q: 3 clusters Score -1157360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1157368.125000 Penalty: 4799.431641
	Iteration 59Q: 3 clusters Score -1157368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1157373.625000 Penalty: 4799.431641
	Iteration 60F: 3 clusters Score -1157374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1157381.875000 Penalty: 4799.431641
	Iteration 61Q: 3 clusters Score -1157382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1157399.125000 Penalty: 4799.431641
	Iteration 62Q: 3 clusters Score -1157399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1157410.250000 Penalty: 4799.431641
	Iteration 63Q: 3 clusters Score -1157410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1157419.750000 Penalty: 4799.431641
	Iteration 64Q: 3 clusters Score -1157420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1157431.375000 Penalty: 4799.431641
	Iteration 65Q: 3 clusters Score -1157431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1157445.625000 Penalty: 4799.431641
	Iteration 66Q: 3 clusters Score -1157446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1157456.250000 Penalty: 4799.431641
	Iteration 67Q: 3 clusters Score -1157456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1157464.500000 Penalty: 4799.431641
	Iteration 68Q: 3 clusters Score -1157464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1157472.250000 Penalty: 4799.431641
	Iteration 69Q: 3 clusters Score -1157472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1157480.500000 Penalty: 4799.431641
	Iteration 70Q: 3 clusters Score -1157480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1157490.250000 Penalty: 4799.431641
	Iteration 71Q: 3 clusters Score -1157490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1157494.875000 Penalty: 4799.431641
	Iteration 72Q: 3 clusters Score -1157495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1157506.875000 Penalty: 4799.431641
	Iteration 73Q: 3 clusters Score -1157507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1157516.875000 Penalty: 4799.431641
	Iteration 74Q: 3 clusters Score -1157517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1157524.625000 Penalty: 4799.431641
	Iteration 75Q: 3 clusters Score -1157525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1157530.125000 Penalty: 4799.431641
	Iteration 76Q: 3 clusters Score -1157530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1157546.000000 Penalty: 4799.431641
	Iteration 77Q: 3 clusters Score -1157546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1157558.875000 Penalty: 4799.431641
	Iteration 78Q: 3 clusters Score -1157559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1157578.000000 Penalty: 4799.431641
	Iteration 79Q: 3 clusters Score -1157578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1157599.750000 Penalty: 4799.431641
	Iteration 80F: 3 clusters Score -1157600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1157623.625000 Penalty: 4799.431641
	Iteration 81Q: 3 clusters Score -1157624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1157647.000000 Penalty: 4799.431641
	Iteration 82Q: 3 clusters Score -1157647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1157672.000000 Penalty: 4799.431641
	Iteration 83Q: 3 clusters Score -1157672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1157697.000000 Penalty: 4799.431641
	Iteration 84Q: 3 clusters Score -1157697 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1157718.625000 Penalty: 4799.431641
	Iteration 85Q: 3 clusters Score -1157719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1157740.750000 Penalty: 4799.431641
	Iteration 86Q: 3 clusters Score -1157741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1157763.875000 Penalty: 4799.431641
	Iteration 87Q: 3 clusters Score -1157764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1157773.250000 Penalty: 4799.431641
	Iteration 88Q: 3 clusters Score -1157773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1157789.500000 Penalty: 4799.431641
	Iteration 89Q: 3 clusters Score -1157790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1157809.875000 Penalty: 4799.431641
	Iteration 90Q: 3 clusters Score -1157810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1157829.875000 Penalty: 4799.431641
	Iteration 91Q: 3 clusters Score -1157830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1157848.875000 Penalty: 4799.431641
	Iteration 92Q: 3 clusters Score -1157849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1157871.125000 Penalty: 4799.431641
	Iteration 93Q: 3 clusters Score -1157871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1157888.625000 Penalty: 4799.431641
	Iteration 94Q: 3 clusters Score -1157889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1157910.250000 Penalty: 4799.431641
	Iteration 95Q: 3 clusters Score -1157910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1157935.500000 Penalty: 4799.431641
	Iteration 96Q: 3 clusters Score -1157936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1157963.000000 Penalty: 4799.431641
	Iteration 97Q: 3 clusters Score -1157963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1157987.625000 Penalty: 4799.431641
	Iteration 98Q: 3 clusters Score -1157988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1158020.125000 Penalty: 4799.431641
	Iteration 99Q: 3 clusters Score -1158020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1158057.250000 Penalty: 4799.431641
	Iteration 100F: 3 clusters Score -1158057 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1158095.750000 Penalty: 4799.431641
	Iteration 101Q: 3 clusters Score -1158096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1158121.125000 Penalty: 4799.431641
	Iteration 102Q: 3 clusters Score -1158121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1158149.250000 Penalty: 4799.431641
	Iteration 103Q: 3 clusters Score -1158149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1158167.875000 Penalty: 4799.431641
	Iteration 104Q: 3 clusters Score -1158168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1158189.000000 Penalty: 4799.431641
	Iteration 105Q: 3 clusters Score -1158189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1158209.000000 Penalty: 4799.431641
	Iteration 106Q: 3 clusters Score -1158209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1158227.750000 Penalty: 4799.431641
	Iteration 107Q: 3 clusters Score -1158228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1158246.750000 Penalty: 4799.431641
	Iteration 108Q: 3 clusters Score -1158247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1158257.125000 Penalty: 4799.431641
	Iteration 109Q: 3 clusters Score -1158257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1158266.250000 Penalty: 4799.431641
	Iteration 110Q: 3 clusters Score -1158266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1158276.875000 Penalty: 4799.431641
	Iteration 111Q: 3 clusters Score -1158277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1158288.875000 Penalty: 4799.431641
	Iteration 112Q: 3 clusters Score -1158289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1158302.500000 Penalty: 4799.431641
	Iteration 113Q: 3 clusters Score -1158302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1158307.625000 Penalty: 4799.431641
	Iteration 114Q: 3 clusters Score -1158308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1158314.125000 Penalty: 4799.431641
	Iteration 115Q: 3 clusters Score -1158314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1158318.500000 Penalty: 4799.431641
	Iteration 116Q: 3 clusters Score -1158318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1158330.375000 Penalty: 4799.431641
	Iteration 117Q: 3 clusters Score -1158330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1158338.500000 Penalty: 4799.431641
	Iteration 118Q: 3 clusters Score -1158338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1158349.750000 Penalty: 4799.431641
	Iteration 119Q: 3 clusters Score -1158350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1158358.000000 Penalty: 4799.431641
	Iteration 120F: 3 clusters Score -1158358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1158364.625000 Penalty: 4799.431641
	Iteration 121Q: 3 clusters Score -1158365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1158364.375000 Penalty: 4799.431641
	Iteration 122Q: 3 clusters Score -1158364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1158371.000000 Penalty: 4799.431641
	Iteration 123Q: 3 clusters Score -1158371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1158372.375000 Penalty: 4799.431641
	Iteration 124Q: 3 clusters Score -1158372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1158376.625000 Penalty: 4799.431641
	Iteration 125Q: 3 clusters Score -1158377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1158383.250000 Penalty: 4799.431641
	Iteration 126Q: 3 clusters Score -1158383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1158389.500000 Penalty: 4799.431641
	Iteration 127Q: 3 clusters Score -1158390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1158393.625000 Penalty: 4799.431641
	Iteration 128Q: 3 clusters Score -1158394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1158393.375000 Penalty: 4799.431641
	Iteration 129Q: 3 clusters Score -1158393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1158395.125000 Penalty: 4799.431641
	Iteration 130Q: 3 clusters Score -1158395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1158398.625000 Penalty: 4799.431641
	Iteration 131Q: 3 clusters Score -1158399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1158399.000000 Penalty: 4799.431641
	Iteration 132Q: 3 clusters Score -1158399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1158402.125000 Penalty: 4799.431641
	Iteration 133Q: 3 clusters Score -1158402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1158404.625000 Penalty: 4799.431641
	Iteration 134Q: 3 clusters Score -1158405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1158403.625000 Penalty: 4799.431641
	Iteration 135Q: 3 clusters Score -1158404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1158404.375000 Penalty: 4799.431641
	Iteration 136Q: 3 clusters Score -1158404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1158407.125000 Penalty: 4799.431641
	Iteration 137Q: 3 clusters Score -1158407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1158404.000000 Penalty: 4799.431641
	Iteration 138Q: 3 clusters Score -1158404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1158404.750000 Penalty: 4799.431641
	Iteration 139Q: 3 clusters Score -1158405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1158405.375000 Penalty: 4799.431641
	Iteration 140F: 3 clusters Score -1158405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (161455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Entering Unmasked Estep 
Score: -13315560.000000 Penalty: 2974.011475
	Iteration 0F: 2 clusters Score -1.331556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -13207130.000000 Penalty: 5948.022949
	Iteration 0F: 3 clusters Score -1.320713e+07 nChanged 77248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -13252641.000000 Penalty: 5948.022949
	Iteration 1F: 3 clusters Score -1.325264e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -13254277.000000 Penalty: 5948.022949
	Iteration 2Q: 3 clusters Score -1.325428e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -13256636.000000 Penalty: 5948.022949
	Iteration 3Q: 3 clusters Score -1.325664e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -13260166.000000 Penalty: 5948.022949
	Iteration 4Q: 3 clusters Score -1.326017e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -13264801.000000 Penalty: 5948.022949
	Iteration 5F: 3 clusters Score -1.32648e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -13270491.000000 Penalty: 5948.022949
	Iteration 6F: 3 clusters Score -1.327049e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -13276115.000000 Penalty: 5948.022949
	Iteration 7F: 3 clusters Score -1.327612e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -13281164.000000 Penalty: 5948.022949
	Iteration 8F: 3 clusters Score -1.328116e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -13285711.000000 Penalty: 5948.022949
	Iteration 9F: 3 clusters Score -1.328571e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -13289818.000000 Penalty: 5948.022949
	Iteration 10Q: 3 clusters Score -1.328982e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 122231 members 
Entering Unmasked Estep 
Score: -13293685.000000 Penalty: 5948.022949
	Iteration 11Q: 3 clusters Score -1.329368e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 129460 members 
Entering Unmasked Estep 
Score: -13297656.000000 Penalty: 5948.022949
	Iteration 12Q: 3 clusters Score -1.329766e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 136270 members 
Entering Unmasked Estep 
Score: -13301253.000000 Penalty: 5948.022949
	Iteration 13Q: 3 clusters Score -1.330125e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -13304671.000000 Penalty: 5948.022949
	Iteration 14Q: 3 clusters Score -1.330467e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -13307436.000000 Penalty: 5948.022949
	Iteration 15Q: 3 clusters Score -1.330744e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 151051 members 
Entering Unmasked Estep 
Score: -13309287.000000 Penalty: 5948.022949
	Iteration 16Q: 3 clusters Score -1.330929e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -13310510.000000 Penalty: 5948.022949
	Iteration 17Q: 3 clusters Score -1.331051e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -13311411.000000 Penalty: 5948.022949
	Iteration 18Q: 3 clusters Score -1.331141e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -13311967.000000 Penalty: 5948.022949
	Iteration 19Q: 3 clusters Score -1.331197e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -13312371.000000 Penalty: 5948.022949
	Iteration 20F: 3 clusters Score -1.331237e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -13312564.000000 Penalty: 5948.022949
	Iteration 21Q: 3 clusters Score -1.331256e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -13312768.000000 Penalty: 5948.022949
	Iteration 22Q: 3 clusters Score -1.331277e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -13312875.000000 Penalty: 5948.022949
	Iteration 23Q: 3 clusters Score -1.331288e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 159301 members 
Entering Unmasked Estep 
Score: -13312913.000000 Penalty: 5948.022949
	Iteration 24Q: 3 clusters Score -1.331291e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -13312951.000000 Penalty: 5948.022949
	Iteration 25Q: 3 clusters Score -1.331295e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -13312971.000000 Penalty: 5948.022949
	Iteration 26Q: 3 clusters Score -1.331297e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 159598 members 
Entering Unmasked Estep 
Score: -13312994.000000 Penalty: 5948.022949
	Iteration 27Q: 3 clusters Score -1.331299e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 159670 members 
Entering Unmasked Estep 
Score: -13313042.000000 Penalty: 5948.022949
	Iteration 28Q: 3 clusters Score -1.331304e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 159737 members 
Entering Unmasked Estep 
Score: -13313073.000000 Penalty: 5948.022949
	Iteration 29Q: 3 clusters Score -1.331307e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -13313095.000000 Penalty: 5948.022949
	Iteration 30Q: 3 clusters Score -1.33131e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 159829 members 
Entering Unmasked Estep 
Score: -13313112.000000 Penalty: 5948.022949
	Iteration 31Q: 3 clusters Score -1.331311e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -13313128.000000 Penalty: 5948.022949
	Iteration 32Q: 3 clusters Score -1.331313e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 159902 members 
Entering Unmasked Estep 
Score: -13313165.000000 Penalty: 5948.022949
	Iteration 33Q: 3 clusters Score -1.331316e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -13313188.000000 Penalty: 5948.022949
	Iteration 34Q: 3 clusters Score -1.331319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -13313180.000000 Penalty: 5948.022949
	Iteration 35Q: 3 clusters Score -1.331318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 159973 members 
Entering Unmasked Estep 
Score: -13313190.000000 Penalty: 5948.022949
	Iteration 36Q: 3 clusters Score -1.331319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -13313207.000000 Penalty: 5948.022949
	Iteration 37Q: 3 clusters Score -1.331321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -13313199.000000 Penalty: 5948.022949
	Iteration 38Q: 3 clusters Score -1.33132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -13313202.000000 Penalty: 5948.022949
	Iteration 39Q: 3 clusters Score -1.33132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 160006 members 
Entering Unmasked Estep 
Score: -13313204.000000 Penalty: 5948.022949
	Iteration 40F: 3 clusters Score -1.33132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 160010 members 
Entering Unmasked Estep 
Score: -13313209.000000 Penalty: 5948.022949
	Iteration 41Q: 3 clusters Score -1.331321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -13313219.000000 Penalty: 5948.022949
	Iteration 42Q: 3 clusters Score -1.331322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -13313215.000000 Penalty: 5948.022949
	Iteration 43Q: 3 clusters Score -1.331322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -13313215.000000 Penalty: 5948.022949
	Iteration 44Q: 3 clusters Score -1.331322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -13313205.000000 Penalty: 5948.022949
	Iteration 45Q: 3 clusters Score -1.33132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -13313205.000000 Penalty: 5948.022949
	Iteration 46F: 3 clusters Score -1.33132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -343143.437500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -343143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -338978.750000 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -338978.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -339964.000000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -339964 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -340223.593750 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -340223.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -340405.937500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -340405.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -340542.781250 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -340542.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -340669.093750 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -340669.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -340783.281250 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -340783.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -340908.187500 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -340908.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -341087.000000 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -341087 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -341320.343750 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -341320.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -341585.375000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -341585.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -341784.000000 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -341784 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -341894.000000 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -341894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -341953.312500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -341953.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -341997.375000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -341997.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -342036.031250 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -342036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -342057.218750 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -342057.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -342072.687500 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -342072.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -342083.843750 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -342083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -342095.531250 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -342095.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -342104.687500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -342104.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -342115.062500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -342115.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -342118.781250 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -342118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -342120.031250 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -342120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -342121.093750 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -342121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -342122.281250 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -342122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -342122.937500 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -342122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -342124.937500 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -342124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -342124.687500 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -342124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -342125.312500 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -342125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -342125.531250 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -342125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -342129.062500 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -342129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -342131.500000 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -342131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -342132.656250 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -342132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -342133.343750 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -342133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -342133.812500 Penalty: 4168.062988
	Iteration 35Q: 3 clusters Score -342133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -342134.906250 Penalty: 4168.062988
	Iteration 36Q: 3 clusters Score -342134.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -342134.906250 Penalty: 4168.062988
	Iteration 37F: 3 clusters Score -342134.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -131143.203125 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -131143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -128642.414062 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -128642.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -129097.218750 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -129097.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -129227.953125 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -129228 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -129306.578125 Penalty: 3714.748535
	Iteration 3Q: 3 clusters Score -129306.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -129378.093750 Penalty: 3714.748535
	Iteration 4Q: 3 clusters Score -129378.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -129444.820312 Penalty: 3714.748535
	Iteration 5Q: 3 clusters Score -129444.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -129514.500000 Penalty: 3714.748535
	Iteration 6Q: 3 clusters Score -129514.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -129596.281250 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -129596.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -129730.140625 Penalty: 3714.748535
	Iteration 8F: 3 clusters Score -129730.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -129881.484375 Penalty: 3714.748535
	Iteration 9Q: 3 clusters Score -129881.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130029.421875 Penalty: 3714.748535
	Iteration 10F: 3 clusters Score -130029.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130172.578125 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -130172.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130306.750000 Penalty: 3714.748535
	Iteration 12Q: 3 clusters Score -130306.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -130418.304688 Penalty: 3714.748535
	Iteration 13Q: 3 clusters Score -130418.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -130480.468750 Penalty: 3714.748535
	Iteration 14Q: 3 clusters Score -130480.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -130518.632812 Penalty: 3714.748535
	Iteration 15Q: 3 clusters Score -130518.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -130547.492188 Penalty: 3714.748535
	Iteration 16Q: 3 clusters Score -130547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130556.437500 Penalty: 3714.748535
	Iteration 17Q: 3 clusters Score -130556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130559.726562 Penalty: 3714.748535
	Iteration 18Q: 3 clusters Score -130559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130562.875000 Penalty: 3714.748535
	Iteration 19Q: 3 clusters Score -130562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130562.875000 Penalty: 3714.748535
	Iteration 20F: 3 clusters Score -130562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -131759.906250 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -131759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -129509.421875 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -129509.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -129882.507812 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -129882.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130034.148438 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -130034.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -130165.062500 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -130165.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -130262.437500 Penalty: 3621.034424
	Iteration 4F: 3 clusters Score -130262.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130338.187500 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -130338.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -130422.406250 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -130422.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -130479.453125 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -130479.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -130500.585938 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -130500.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -130526.312500 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -130526.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -130540.546875 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -130540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -130550.593750 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -130550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -130575.609375 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -130575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -130602.148438 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -130602.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -130638.039062 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -130638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -130684.867188 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -130684.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130728.695312 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -130728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -130752.054688 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -130752.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -130766.437500 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -130766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -130778.960938 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -130779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -130786.148438 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -130786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -130799.476562 Penalty: 3621.034424
	Iteration 21Q: 3 clusters Score -130799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130805.039062 Penalty: 3621.034424
	Iteration 22Q: 3 clusters Score -130805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -130812.000000 Penalty: 3621.034424
	Iteration 23Q: 3 clusters Score -130812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -130813.414062 Penalty: 3621.034424
	Iteration 24Q: 3 clusters Score -130813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -130814.195312 Penalty: 3621.034424
	Iteration 25Q: 3 clusters Score -130814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -130815.234375 Penalty: 3621.034424
	Iteration 26Q: 3 clusters Score -130815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130815.812500 Penalty: 3621.034424
	Iteration 27Q: 3 clusters Score -130815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130815.812500 Penalty: 3621.034424
	Iteration 28F: 3 clusters Score -130815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Entering Unmasked Estep 
Score: -3563029.000000 Penalty: 2650.591309
	Iteration 0F: 2 clusters Score -3563029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3533526.750000 Penalty: 5301.182617
	Iteration 0F: 3 clusters Score -3533527 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3544416.750000 Penalty: 5301.182617
	Iteration 1F: 3 clusters Score -3544417 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3544983.750000 Penalty: 5301.182617
	Iteration 2Q: 3 clusters Score -3544984 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3545533.000000 Penalty: 5301.182617
	Iteration 3Q: 3 clusters Score -3545533 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3546166.250000 Penalty: 5301.182617
	Iteration 4Q: 3 clusters Score -3546166 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3546910.500000 Penalty: 5301.182617
	Iteration 5Q: 3 clusters Score -3546910 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3547885.750000 Penalty: 5301.182617
	Iteration 6Q: 3 clusters Score -3547886 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3549129.250000 Penalty: 5301.182617
	Iteration 7Q: 3 clusters Score -3549129 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3550749.250000 Penalty: 5301.182617
	Iteration 8F: 3 clusters Score -3550749 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3552654.500000 Penalty: 5301.182617
	Iteration 9F: 3 clusters Score -3552654 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3554584.000000 Penalty: 5301.182617
	Iteration 10F: 3 clusters Score -3554584 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3556356.000000 Penalty: 5301.182617
	Iteration 11F: 3 clusters Score -3556356 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3557772.750000 Penalty: 5301.182617
	Iteration 12Q: 3 clusters Score -3557773 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3558817.750000 Penalty: 5301.182617
	Iteration 13Q: 3 clusters Score -3558818 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3559515.000000 Penalty: 5301.182617
	Iteration 14Q: 3 clusters Score -3559515 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3559946.250000 Penalty: 5301.182617
	Iteration 15Q: 3 clusters Score -3559946 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3560242.250000 Penalty: 5301.182617
	Iteration 16Q: 3 clusters Score -3560242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3560408.250000 Penalty: 5301.182617
	Iteration 17Q: 3 clusters Score -3560408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3560510.250000 Penalty: 5301.182617
	Iteration 18Q: 3 clusters Score -3560510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3560586.000000 Penalty: 5301.182617
	Iteration 19Q: 3 clusters Score -3560586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3560630.250000 Penalty: 5301.182617
	Iteration 20F: 3 clusters Score -3560630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3560667.000000 Penalty: 5301.182617
	Iteration 21Q: 3 clusters Score -3560667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3560693.250000 Penalty: 5301.182617
	Iteration 22Q: 3 clusters Score -3560693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3560710.500000 Penalty: 5301.182617
	Iteration 23Q: 3 clusters Score -3560710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3560715.750000 Penalty: 5301.182617
	Iteration 24Q: 3 clusters Score -3560716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3560715.250000 Penalty: 5301.182617
	Iteration 25Q: 3 clusters Score -3560715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3560719.750000 Penalty: 5301.182617
	Iteration 26Q: 3 clusters Score -3560720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3560724.250000 Penalty: 5301.182617
	Iteration 27Q: 3 clusters Score -3560724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3560725.750000 Penalty: 5301.182617
	Iteration 28Q: 3 clusters Score -3560726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3560728.750000 Penalty: 5301.182617
	Iteration 29Q: 3 clusters Score -3560729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3560726.250000 Penalty: 5301.182617
	Iteration 30Q: 3 clusters Score -3560726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3560734.000000 Penalty: 5301.182617
	Iteration 31Q: 3 clusters Score -3560734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3560745.750000 Penalty: 5301.182617
	Iteration 32Q: 3 clusters Score -3560746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3560759.750000 Penalty: 5301.182617
	Iteration 33Q: 3 clusters Score -3560760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3560762.250000 Penalty: 5301.182617
	Iteration 34Q: 3 clusters Score -3560762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3560766.500000 Penalty: 5301.182617
	Iteration 35Q: 3 clusters Score -3560766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3560770.750000 Penalty: 5301.182617
	Iteration 36Q: 3 clusters Score -3560771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3560775.000000 Penalty: 5301.182617
	Iteration 37Q: 3 clusters Score -3560775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3560782.000000 Penalty: 5301.182617
	Iteration 38Q: 3 clusters Score -3560782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3560784.250000 Penalty: 5301.182617
	Iteration 39Q: 3 clusters Score -3560784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3560779.750000 Penalty: 5301.182617
	Iteration 40F: 3 clusters Score -3560780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3560785.000000 Penalty: 5301.182617
	Iteration 41Q: 3 clusters Score -3560785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3560785.000000 Penalty: 5301.182617
	Iteration 42F: 3 clusters Score -3560785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -431229.812500 Penalty: 2137.876953
	Iteration 0F: 2 clusters Score -431229.8 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 2811 members 
Entering Unmasked Estep 
Score: -426456.218750 Penalty: 4275.753906
	Iteration 0F: 3 clusters Score -426456.2 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -427780.125000 Penalty: 4275.753906
	Iteration 1F: 3 clusters Score -427780.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -428179.031250 Penalty: 4275.753906
	Iteration 2F: 3 clusters Score -428179 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -428486.593750 Penalty: 4275.753906
	Iteration 3F: 3 clusters Score -428486.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -428679.562500 Penalty: 4275.753906
	Iteration 4F: 3 clusters Score -428679.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -428843.250000 Penalty: 4275.753906
	Iteration 5Q: 3 clusters Score -428843.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -428960.875000 Penalty: 4275.753906
	Iteration 6Q: 3 clusters Score -428960.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -429049.500000 Penalty: 4275.753906
	Iteration 7Q: 3 clusters Score -429049.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -429119.156250 Penalty: 4275.753906
	Iteration 8Q: 3 clusters Score -429119.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -429170.625000 Penalty: 4275.753906
	Iteration 9Q: 3 clusters Score -429170.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -429193.625000 Penalty: 4275.753906
	Iteration 10Q: 3 clusters Score -429193.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -429207.531250 Penalty: 4275.753906
	Iteration 11Q: 3 clusters Score -429207.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -429219.343750 Penalty: 4275.753906
	Iteration 12Q: 3 clusters Score -429219.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -429230.343750 Penalty: 4275.753906
	Iteration 13Q: 3 clusters Score -429230.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -429243.125000 Penalty: 4275.753906
	Iteration 14Q: 3 clusters Score -429243.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -429257.812500 Penalty: 4275.753906
	Iteration 15Q: 3 clusters Score -429257.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -429267.750000 Penalty: 4275.753906
	Iteration 16Q: 3 clusters Score -429267.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -429282.062500 Penalty: 4275.753906
	Iteration 17Q: 3 clusters Score -429282.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -429306.343750 Penalty: 4275.753906
	Iteration 18Q: 3 clusters Score -429306.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -429325.500000 Penalty: 4275.753906
	Iteration 19Q: 3 clusters Score -429325.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -429339.687500 Penalty: 4275.753906
	Iteration 20F: 3 clusters Score -429339.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -429352.187500 Penalty: 4275.753906
	Iteration 21Q: 3 clusters Score -429352.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -429360.500000 Penalty: 4275.753906
	Iteration 22Q: 3 clusters Score -429360.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -429367.781250 Penalty: 4275.753906
	Iteration 23Q: 3 clusters Score -429367.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -429375.562500 Penalty: 4275.753906
	Iteration 24Q: 3 clusters Score -429375.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -429383.000000 Penalty: 4275.753906
	Iteration 25Q: 3 clusters Score -429383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -429391.937500 Penalty: 4275.753906
	Iteration 26Q: 3 clusters Score -429391.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -429397.125000 Penalty: 4275.753906
	Iteration 27Q: 3 clusters Score -429397.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -429403.031250 Penalty: 4275.753906
	Iteration 28Q: 3 clusters Score -429403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -429407.125000 Penalty: 4275.753906
	Iteration 29Q: 3 clusters Score -429407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -429412.906250 Penalty: 4275.753906
	Iteration 30Q: 3 clusters Score -429412.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -429417.937500 Penalty: 4275.753906
	Iteration 31Q: 3 clusters Score -429417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -429422.093750 Penalty: 4275.753906
	Iteration 32Q: 3 clusters Score -429422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -429425.250000 Penalty: 4275.753906
	Iteration 33Q: 3 clusters Score -429425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -429427.531250 Penalty: 4275.753906
	Iteration 34Q: 3 clusters Score -429427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -429430.937500 Penalty: 4275.753906
	Iteration 35Q: 3 clusters Score -429430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -429431.000000 Penalty: 4275.753906
	Iteration 36Q: 3 clusters Score -429431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -429432.187500 Penalty: 4275.753906
	Iteration 37Q: 3 clusters Score -429432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -429432.750000 Penalty: 4275.753906
	Iteration 38Q: 3 clusters Score -429432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -429433.875000 Penalty: 4275.753906
	Iteration 39Q: 3 clusters Score -429433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -429434.062500 Penalty: 4275.753906
	Iteration 40F: 3 clusters Score -429434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -429433.687500 Penalty: 4275.753906
	Iteration 41Q: 3 clusters Score -429433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -429434.093750 Penalty: 4275.753906
	Iteration 42Q: 3 clusters Score -429434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -429434.750000 Penalty: 4275.753906
	Iteration 43Q: 3 clusters Score -429434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -429434.750000 Penalty: 4275.753906
	Iteration 44Q: 3 clusters Score -429434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -429434.437500 Penalty: 4275.753906
	Iteration 45Q: 3 clusters Score -429434.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -429434.437500 Penalty: 4275.753906
	Iteration 46F: 3 clusters Score -429434.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -453812.156250 Penalty: 2157.107422
	Iteration 0F: 2 clusters Score -453812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -448665.031250 Penalty: 4314.214844
	Iteration 0F: 3 clusters Score -448665 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -450042.281250 Penalty: 4314.214844
	Iteration 1F: 3 clusters Score -450042.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -450367.218750 Penalty: 4314.214844
	Iteration 2F: 3 clusters Score -450367.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -450633.156250 Penalty: 4314.214844
	Iteration 3F: 3 clusters Score -450633.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -450885.843750 Penalty: 4314.214844
	Iteration 4F: 3 clusters Score -450885.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -451123.218750 Penalty: 4314.214844
	Iteration 5Q: 3 clusters Score -451123.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -451369.875000 Penalty: 4314.214844
	Iteration 6Q: 3 clusters Score -451369.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -451596.406250 Penalty: 4314.214844
	Iteration 7Q: 3 clusters Score -451596.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -451826.312500 Penalty: 4314.214844
	Iteration 8Q: 3 clusters Score -451826.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -452019.406250 Penalty: 4314.214844
	Iteration 9Q: 3 clusters Score -452019.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -452173.468750 Penalty: 4314.214844
	Iteration 10Q: 3 clusters Score -452173.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -452287.625000 Penalty: 4314.214844
	Iteration 11Q: 3 clusters Score -452287.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -452404.687500 Penalty: 4314.214844
	Iteration 12Q: 3 clusters Score -452404.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -452509.781250 Penalty: 4314.214844
	Iteration 13Q: 3 clusters Score -452509.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -452625.281250 Penalty: 4314.214844
	Iteration 14Q: 3 clusters Score -452625.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -452743.312500 Penalty: 4314.214844
	Iteration 15Q: 3 clusters Score -452743.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -452847.906250 Penalty: 4314.214844
	Iteration 16Q: 3 clusters Score -452847.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -452963.312500 Penalty: 4314.214844
	Iteration 17Q: 3 clusters Score -452963.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -453079.125000 Penalty: 4314.214844
	Iteration 18Q: 3 clusters Score -453079.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -453184.062500 Penalty: 4314.214844
	Iteration 19Q: 3 clusters Score -453184.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453274.125000 Penalty: 4314.214844
	Iteration 20F: 3 clusters Score -453274.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453366.812500 Penalty: 4314.214844
	Iteration 21Q: 3 clusters Score -453366.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -453454.031250 Penalty: 4314.214844
	Iteration 22Q: 3 clusters Score -453454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -453505.937500 Penalty: 4314.214844
	Iteration 23Q: 3 clusters Score -453505.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -453536.937500 Penalty: 4314.214844
	Iteration 24Q: 3 clusters Score -453536.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -453559.906250 Penalty: 4314.214844
	Iteration 25Q: 3 clusters Score -453559.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -453579.750000 Penalty: 4314.214844
	Iteration 26Q: 3 clusters Score -453579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -453591.968750 Penalty: 4314.214844
	Iteration 27Q: 3 clusters Score -453592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -453594.093750 Penalty: 4314.214844
	Iteration 28Q: 3 clusters Score -453594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -453597.718750 Penalty: 4314.214844
	Iteration 29Q: 3 clusters Score -453597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -453598.843750 Penalty: 4314.214844
	Iteration 30Q: 3 clusters Score -453598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -453598.937500 Penalty: 4314.214844
	Iteration 31Q: 3 clusters Score -453598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -453598.937500 Penalty: 4314.214844
	Iteration 32F: 3 clusters Score -453598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -64514.800781 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -64514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -62590.265625 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -62590.27 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63011.281250 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -63011.28 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63261.660156 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -63261.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63399.855469 Penalty: 3461.194092
	Iteration 3F: 3 clusters Score -63399.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63466.699219 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -63466.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63529.890625 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -63529.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63569.832031 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -63569.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63612.691406 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -63612.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63656.023438 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -63656.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63709.328125 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -63709.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63757.425781 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -63757.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63826.308594 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -63826.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63879.039062 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -63879.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63921.750000 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -63921.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63943.757812 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -63943.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63961.796875 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -63961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63987.328125 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -63987.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64007.742188 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -64007.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64022.875000 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -64022.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64044.578125 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -64044.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64055.835938 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -64055.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64073.945312 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -64073.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64080.613281 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -64080.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64084.320312 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -64084.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64091.160156 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -64091.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64108.488281 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -64108.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64116.507812 Penalty: 3461.194092
	Iteration 26Q: 3 clusters Score -64116.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64120.148438 Penalty: 3461.194092
	Iteration 27Q: 3 clusters Score -64120.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64124.296875 Penalty: 3461.194092
	Iteration 28Q: 3 clusters Score -64124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64133.113281 Penalty: 3461.194092
	Iteration 29Q: 3 clusters Score -64133.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64155.457031 Penalty: 3461.194092
	Iteration 30Q: 3 clusters Score -64155.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64166.300781 Penalty: 3461.194092
	Iteration 31Q: 3 clusters Score -64166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64173.714844 Penalty: 3461.194092
	Iteration 32Q: 3 clusters Score -64173.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64181.000000 Penalty: 3461.194092
	Iteration 33Q: 3 clusters Score -64181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64187.164062 Penalty: 3461.194092
	Iteration 34Q: 3 clusters Score -64187.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64188.949219 Penalty: 3461.194092
	Iteration 35Q: 3 clusters Score -64188.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64188.949219 Penalty: 3461.194092
	Iteration 36F: 3 clusters Score -64188.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Entering Unmasked Estep 
Score: -749880.000000 Penalty: 2222.641357
	Iteration 0F: 2 clusters Score -749880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -743614.687500 Penalty: 4445.282715
	Iteration 0F: 3 clusters Score -743614.7 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -745241.187500 Penalty: 4445.282715
	Iteration 1F: 3 clusters Score -745241.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -745510.250000 Penalty: 4445.282715
	Iteration 2F: 3 clusters Score -745510.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -745694.500000 Penalty: 4445.282715
	Iteration 3F: 3 clusters Score -745694.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -745825.687500 Penalty: 4445.282715
	Iteration 4Q: 3 clusters Score -745825.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -745954.812500 Penalty: 4445.282715
	Iteration 5Q: 3 clusters Score -745954.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -746072.312500 Penalty: 4445.282715
	Iteration 6Q: 3 clusters Score -746072.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -746197.062500 Penalty: 4445.282715
	Iteration 7Q: 3 clusters Score -746197.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -746341.312500 Penalty: 4445.282715
	Iteration 8Q: 3 clusters Score -746341.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -746492.437500 Penalty: 4445.282715
	Iteration 9Q: 3 clusters Score -746492.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -746633.062500 Penalty: 4445.282715
	Iteration 10Q: 3 clusters Score -746633.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -746753.000000 Penalty: 4445.282715
	Iteration 11Q: 3 clusters Score -746753 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -746867.937500 Penalty: 4445.282715
	Iteration 12Q: 3 clusters Score -746867.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -746981.875000 Penalty: 4445.282715
	Iteration 13Q: 3 clusters Score -746981.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -747074.375000 Penalty: 4445.282715
	Iteration 14Q: 3 clusters Score -747074.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -747165.125000 Penalty: 4445.282715
	Iteration 15Q: 3 clusters Score -747165.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -747252.687500 Penalty: 4445.282715
	Iteration 16Q: 3 clusters Score -747252.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -747316.937500 Penalty: 4445.282715
	Iteration 17Q: 3 clusters Score -747316.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -747383.125000 Penalty: 4445.282715
	Iteration 18Q: 3 clusters Score -747383.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -747439.250000 Penalty: 4445.282715
	Iteration 19Q: 3 clusters Score -747439.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -747498.562500 Penalty: 4445.282715
	Iteration 20F: 3 clusters Score -747498.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -747546.750000 Penalty: 4445.282715
	Iteration 21Q: 3 clusters Score -747546.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -747595.250000 Penalty: 4445.282715
	Iteration 22Q: 3 clusters Score -747595.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -747647.000000 Penalty: 4445.282715
	Iteration 23Q: 3 clusters Score -747647 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -747700.125000 Penalty: 4445.282715
	Iteration 24Q: 3 clusters Score -747700.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -747741.312500 Penalty: 4445.282715
	Iteration 25Q: 3 clusters Score -747741.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -747777.500000 Penalty: 4445.282715
	Iteration 26Q: 3 clusters Score -747777.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -747803.500000 Penalty: 4445.282715
	Iteration 27Q: 3 clusters Score -747803.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -747825.562500 Penalty: 4445.282715
	Iteration 28Q: 3 clusters Score -747825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -747840.500000 Penalty: 4445.282715
	Iteration 29Q: 3 clusters Score -747840.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -747848.000000 Penalty: 4445.282715
	Iteration 30Q: 3 clusters Score -747848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -747854.687500 Penalty: 4445.282715
	Iteration 31Q: 3 clusters Score -747854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -747861.062500 Penalty: 4445.282715
	Iteration 32Q: 3 clusters Score -747861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -747860.437500 Penalty: 4445.282715
	Iteration 33Q: 3 clusters Score -747860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -747862.875000 Penalty: 4445.282715
	Iteration 34Q: 3 clusters Score -747862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -747864.937500 Penalty: 4445.282715
	Iteration 35Q: 3 clusters Score -747864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -747866.875000 Penalty: 4445.282715
	Iteration 36Q: 3 clusters Score -747866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -747870.000000 Penalty: 4445.282715
	Iteration 37Q: 3 clusters Score -747870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -747875.375000 Penalty: 4445.282715
	Iteration 38Q: 3 clusters Score -747875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -747878.062500 Penalty: 4445.282715
	Iteration 39Q: 3 clusters Score -747878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -747881.437500 Penalty: 4445.282715
	Iteration 40F: 3 clusters Score -747881.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -747888.562500 Penalty: 4445.282715
	Iteration 41Q: 3 clusters Score -747888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -747892.187500 Penalty: 4445.282715
	Iteration 42Q: 3 clusters Score -747892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -747895.750000 Penalty: 4445.282715
	Iteration 43Q: 3 clusters Score -747895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -747894.937500 Penalty: 4445.282715
	Iteration 44Q: 3 clusters Score -747894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -747897.062500 Penalty: 4445.282715
	Iteration 45Q: 3 clusters Score -747897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -747901.750000 Penalty: 4445.282715
	Iteration 46Q: 3 clusters Score -747901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -747904.125000 Penalty: 4445.282715
	Iteration 47Q: 3 clusters Score -747904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -747905.062500 Penalty: 4445.282715
	Iteration 48Q: 3 clusters Score -747905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -747906.375000 Penalty: 4445.282715
	Iteration 49Q: 3 clusters Score -747906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -747906.687500 Penalty: 4445.282715
	Iteration 50Q: 3 clusters Score -747906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -747907.312500 Penalty: 4445.282715
	Iteration 51Q: 3 clusters Score -747907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -747908.562500 Penalty: 4445.282715
	Iteration 52Q: 3 clusters Score -747908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -747911.312500 Penalty: 4445.282715
	Iteration 53Q: 3 clusters Score -747911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -747910.812500 Penalty: 4445.282715
	Iteration 54Q: 3 clusters Score -747910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -747910.812500 Penalty: 4445.282715
	Iteration 55F: 3 clusters Score -747910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (169360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Entering Unmasked Estep 
Score: -13897075.000000 Penalty: 2985.865723
	Iteration 0F: 2 clusters Score -1.389708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -13783439.000000 Penalty: 5971.731445
	Iteration 0F: 3 clusters Score -1.378344e+07 nChanged 81375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -13831540.000000 Penalty: 5971.731445
	Iteration 1F: 3 clusters Score -1.383154e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -13832686.000000 Penalty: 5971.731445
	Iteration 2Q: 3 clusters Score -1.383269e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -13834247.000000 Penalty: 5971.731445
	Iteration 3Q: 3 clusters Score -1.383425e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -13835896.000000 Penalty: 5971.731445
	Iteration 4Q: 3 clusters Score -1.38359e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -13838155.000000 Penalty: 5971.731445
	Iteration 5Q: 3 clusters Score -1.383816e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -13840426.000000 Penalty: 5971.731445
	Iteration 6Q: 3 clusters Score -1.384043e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -13843037.000000 Penalty: 5971.731445
	Iteration 7Q: 3 clusters Score -1.384304e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -13845635.000000 Penalty: 5971.731445
	Iteration 8Q: 3 clusters Score -1.384564e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -13848435.000000 Penalty: 5971.731445
	Iteration 9Q: 3 clusters Score -1.384844e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -13851251.000000 Penalty: 5971.731445
	Iteration 10Q: 3 clusters Score -1.385125e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -13853838.000000 Penalty: 5971.731445
	Iteration 11Q: 3 clusters Score -1.385384e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -13855794.000000 Penalty: 5971.731445
	Iteration 12Q: 3 clusters Score -1.385579e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -13857589.000000 Penalty: 5971.731445
	Iteration 13Q: 3 clusters Score -1.385759e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -13858820.000000 Penalty: 5971.731445
	Iteration 14Q: 3 clusters Score -1.385882e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -13859794.000000 Penalty: 5971.731445
	Iteration 15Q: 3 clusters Score -1.385979e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -13860414.000000 Penalty: 5971.731445
	Iteration 16Q: 3 clusters Score -1.386041e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -13860892.000000 Penalty: 5971.731445
	Iteration 17Q: 3 clusters Score -1.386089e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -13861429.000000 Penalty: 5971.731445
	Iteration 18Q: 3 clusters Score -1.386143e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73393 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -13861804.000000 Penalty: 5971.731445
	Iteration 19Q: 3 clusters Score -1.38618e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -13862285.000000 Penalty: 5971.731445
	Iteration 20F: 3 clusters Score -1.386228e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -13862601.000000 Penalty: 5971.731445
	Iteration 21Q: 3 clusters Score -1.38626e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -13862761.000000 Penalty: 5971.731445
	Iteration 22Q: 3 clusters Score -1.386276e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -13862958.000000 Penalty: 5971.731445
	Iteration 23Q: 3 clusters Score -1.386296e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -13863068.000000 Penalty: 5971.731445
	Iteration 24Q: 3 clusters Score -1.386307e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -13863338.000000 Penalty: 5971.731445
	Iteration 25Q: 3 clusters Score -1.386334e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -13863561.000000 Penalty: 5971.731445
	Iteration 26Q: 3 clusters Score -1.386356e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84189 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -13863879.000000 Penalty: 5971.731445
	Iteration 27Q: 3 clusters Score -1.386388e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -13864227.000000 Penalty: 5971.731445
	Iteration 28Q: 3 clusters Score -1.386423e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -13864627.000000 Penalty: 5971.731445
	Iteration 29Q: 3 clusters Score -1.386463e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -13865295.000000 Penalty: 5971.731445
	Iteration 30Q: 3 clusters Score -1.38653e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -13866110.000000 Penalty: 5971.731445
	Iteration 31Q: 3 clusters Score -1.386611e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -13867190.000000 Penalty: 5971.731445
	Iteration 32Q: 3 clusters Score -1.386719e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -13868505.000000 Penalty: 5971.731445
	Iteration 33Q: 3 clusters Score -1.38685e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -13870099.000000 Penalty: 5971.731445
	Iteration 34Q: 3 clusters Score -1.38701e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -13872273.000000 Penalty: 5971.731445
	Iteration 35Q: 3 clusters Score -1.387227e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -13874579.000000 Penalty: 5971.731445
	Iteration 36Q: 3 clusters Score -1.387458e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -13877372.000000 Penalty: 5971.731445
	Iteration 37Q: 3 clusters Score -1.387737e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -13880286.000000 Penalty: 5971.731445
	Iteration 38Q: 3 clusters Score -1.388029e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143150 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -13883242.000000 Penalty: 5971.731445
	Iteration 39Q: 3 clusters Score -1.388324e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -13886272.000000 Penalty: 5971.731445
	Iteration 40F: 3 clusters Score -1.388627e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -13888469.000000 Penalty: 5971.731445
	Iteration 41Q: 3 clusters Score -1.388847e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157670 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -13890100.000000 Penalty: 5971.731445
	Iteration 42Q: 3 clusters Score -1.38901e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160628 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -13891544.000000 Penalty: 5971.731445
	Iteration 43Q: 3 clusters Score -1.389154e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162766 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -13892479.000000 Penalty: 5971.731445
	Iteration 44Q: 3 clusters Score -1.389248e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164270 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -13893047.000000 Penalty: 5971.731445
	Iteration 45Q: 3 clusters Score -1.389305e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165345 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -13893551.000000 Penalty: 5971.731445
	Iteration 46Q: 3 clusters Score -1.389355e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -13893821.000000 Penalty: 5971.731445
	Iteration 47Q: 3 clusters Score -1.389382e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13894062.000000 Penalty: 5971.731445
	Iteration 48Q: 3 clusters Score -1.389406e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -13894203.000000 Penalty: 5971.731445
	Iteration 49Q: 3 clusters Score -1.38942e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13894274.000000 Penalty: 5971.731445
	Iteration 50Q: 3 clusters Score -1.389427e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -13894348.000000 Penalty: 5971.731445
	Iteration 51Q: 3 clusters Score -1.389435e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13894413.000000 Penalty: 5971.731445
	Iteration 52Q: 3 clusters Score -1.389441e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167618 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -13894469.000000 Penalty: 5971.731445
	Iteration 53Q: 3 clusters Score -1.389447e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13894517.000000 Penalty: 5971.731445
	Iteration 54Q: 3 clusters Score -1.389452e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167759 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13894547.000000 Penalty: 5971.731445
	Iteration 55Q: 3 clusters Score -1.389455e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13894573.000000 Penalty: 5971.731445
	Iteration 56Q: 3 clusters Score -1.389457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13894598.000000 Penalty: 5971.731445
	Iteration 57Q: 3 clusters Score -1.38946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13894602.000000 Penalty: 5971.731445
	Iteration 58Q: 3 clusters Score -1.38946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167923 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13894610.000000 Penalty: 5971.731445
	Iteration 59Q: 3 clusters Score -1.389461e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167958 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13894631.000000 Penalty: 5971.731445
	Iteration 60F: 3 clusters Score -1.389463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13894657.000000 Penalty: 5971.731445
	Iteration 61Q: 3 clusters Score -1.389466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13894658.000000 Penalty: 5971.731445
	Iteration 62Q: 3 clusters Score -1.389466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13894660.000000 Penalty: 5971.731445
	Iteration 63Q: 3 clusters Score -1.389466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13894666.000000 Penalty: 5971.731445
	Iteration 64Q: 3 clusters Score -1.389467e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13894684.000000 Penalty: 5971.731445
	Iteration 65Q: 3 clusters Score -1.389468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13894687.000000 Penalty: 5971.731445
	Iteration 66Q: 3 clusters Score -1.389469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13894684.000000 Penalty: 5971.731445
	Iteration 67Q: 3 clusters Score -1.389468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168093 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13894692.000000 Penalty: 5971.731445
	Iteration 68Q: 3 clusters Score -1.389469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168098 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13894706.000000 Penalty: 5971.731445
	Iteration 69Q: 3 clusters Score -1.389471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13894725.000000 Penalty: 5971.731445
	Iteration 70Q: 3 clusters Score -1.389472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13894720.000000 Penalty: 5971.731445
	Iteration 71Q: 3 clusters Score -1.389472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13894723.000000 Penalty: 5971.731445
	Iteration 72Q: 3 clusters Score -1.389472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13894709.000000 Penalty: 5971.731445
	Iteration 73Q: 3 clusters Score -1.389471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -13894710.000000 Penalty: 5971.731445
	Iteration 74Q: 3 clusters Score -1.389471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13894709.000000 Penalty: 5971.731445
	Iteration 75Q: 3 clusters Score -1.389471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13894717.000000 Penalty: 5971.731445
	Iteration 76Q: 3 clusters Score -1.389472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13894741.000000 Penalty: 5971.731445
	Iteration 77Q: 3 clusters Score -1.389474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13894726.000000 Penalty: 5971.731445
	Iteration 78Q: 3 clusters Score -1.389473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168165 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13894737.000000 Penalty: 5971.731445
	Iteration 79Q: 3 clusters Score -1.389474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13894731.000000 Penalty: 5971.731445
	Iteration 80F: 3 clusters Score -1.389473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13894731.000000 Penalty: 5971.731445
	Iteration 81Q: 3 clusters Score -1.389473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -13894740.000000 Penalty: 5971.731445
	Iteration 82Q: 3 clusters Score -1.389474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13894747.000000 Penalty: 5971.731445
	Iteration 83Q: 3 clusters Score -1.389475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -13894744.000000 Penalty: 5971.731445
	Iteration 84Q: 3 clusters Score -1.389474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13894745.000000 Penalty: 5971.731445
	Iteration 85Q: 3 clusters Score -1.389474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13894747.000000 Penalty: 5971.731445
	Iteration 86Q: 3 clusters Score -1.389475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168190 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13894747.000000 Penalty: 5971.731445
	Iteration 87Q: 3 clusters Score -1.389475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13894753.000000 Penalty: 5971.731445
	Iteration 88Q: 3 clusters Score -1.389475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13894753.000000 Penalty: 5971.731445
	Iteration 89F: 3 clusters Score -1.389475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -391349.875000 Penalty: 2114.436768
	Iteration 0F: 2 clusters Score -391349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -386806.218750 Penalty: 4228.873535
	Iteration 0F: 3 clusters Score -386806.2 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -387973.843750 Penalty: 4228.873535
	Iteration 1F: 3 clusters Score -387973.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -388193.968750 Penalty: 4228.873535
	Iteration 2F: 3 clusters Score -388194 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -388307.312500 Penalty: 4228.873535
	Iteration 3Q: 3 clusters Score -388307.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -388385.062500 Penalty: 4228.873535
	Iteration 4Q: 3 clusters Score -388385.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -388443.468750 Penalty: 4228.873535
	Iteration 5Q: 3 clusters Score -388443.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -388498.062500 Penalty: 4228.873535
	Iteration 6Q: 3 clusters Score -388498.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -388551.937500 Penalty: 4228.873535
	Iteration 7Q: 3 clusters Score -388551.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -388602.000000 Penalty: 4228.873535
	Iteration 8Q: 3 clusters Score -388602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -388642.312500 Penalty: 4228.873535
	Iteration 9Q: 3 clusters Score -388642.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -388683.250000 Penalty: 4228.873535
	Iteration 10Q: 3 clusters Score -388683.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -388718.937500 Penalty: 4228.873535
	Iteration 11Q: 3 clusters Score -388718.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -388761.031250 Penalty: 4228.873535
	Iteration 12Q: 3 clusters Score -388761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -388807.875000 Penalty: 4228.873535
	Iteration 13Q: 3 clusters Score -388807.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -388871.250000 Penalty: 4228.873535
	Iteration 14Q: 3 clusters Score -388871.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -388940.218750 Penalty: 4228.873535
	Iteration 15Q: 3 clusters Score -388940.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -389010.906250 Penalty: 4228.873535
	Iteration 16Q: 3 clusters Score -389010.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -389107.968750 Penalty: 4228.873535
	Iteration 17Q: 3 clusters Score -389108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -389196.812500 Penalty: 4228.873535
	Iteration 18Q: 3 clusters Score -389196.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -389258.562500 Penalty: 4228.873535
	Iteration 19Q: 3 clusters Score -389258.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -389310.500000 Penalty: 4228.873535
	Iteration 20F: 3 clusters Score -389310.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -389354.312500 Penalty: 4228.873535
	Iteration 21Q: 3 clusters Score -389354.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -389396.718750 Penalty: 4228.873535
	Iteration 22Q: 3 clusters Score -389396.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -389426.531250 Penalty: 4228.873535
	Iteration 23Q: 3 clusters Score -389426.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -389462.218750 Penalty: 4228.873535
	Iteration 24Q: 3 clusters Score -389462.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -389484.500000 Penalty: 4228.873535
	Iteration 25Q: 3 clusters Score -389484.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -389506.843750 Penalty: 4228.873535
	Iteration 26Q: 3 clusters Score -389506.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -389520.875000 Penalty: 4228.873535
	Iteration 27Q: 3 clusters Score -389520.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -389530.187500 Penalty: 4228.873535
	Iteration 28Q: 3 clusters Score -389530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -389537.250000 Penalty: 4228.873535
	Iteration 29Q: 3 clusters Score -389537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -389540.156250 Penalty: 4228.873535
	Iteration 30Q: 3 clusters Score -389540.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -389547.312500 Penalty: 4228.873535
	Iteration 31Q: 3 clusters Score -389547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -389550.687500 Penalty: 4228.873535
	Iteration 32Q: 3 clusters Score -389550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -389551.625000 Penalty: 4228.873535
	Iteration 33Q: 3 clusters Score -389551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -389552.187500 Penalty: 4228.873535
	Iteration 34Q: 3 clusters Score -389552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -389552.718750 Penalty: 4228.873535
	Iteration 35Q: 3 clusters Score -389552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -389552.718750 Penalty: 4228.873535
	Iteration 36F: 3 clusters Score -389552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -900072.125000 Penalty: 2275.508545
	Iteration 0F: 2 clusters Score -900072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -892633.125000 Penalty: 4551.017090
	Iteration 0F: 3 clusters Score -892633.1 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -894854.187500 Penalty: 4551.017090
	Iteration 1F: 3 clusters Score -894854.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -895222.375000 Penalty: 4551.017090
	Iteration 2F: 3 clusters Score -895222.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -895510.500000 Penalty: 4551.017090
	Iteration 3F: 3 clusters Score -895510.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -895810.750000 Penalty: 4551.017090
	Iteration 4Q: 3 clusters Score -895810.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -896214.812500 Penalty: 4551.017090
	Iteration 5F: 3 clusters Score -896214.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -896712.625000 Penalty: 4551.017090
	Iteration 6F: 3 clusters Score -896712.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -897377.375000 Penalty: 4551.017090
	Iteration 7F: 3 clusters Score -897377.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -898009.375000 Penalty: 4551.017090
	Iteration 8F: 3 clusters Score -898009.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -898445.812500 Penalty: 4551.017090
	Iteration 9F: 3 clusters Score -898445.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -898732.562500 Penalty: 4551.017090
	Iteration 10Q: 3 clusters Score -898732.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -898883.687500 Penalty: 4551.017090
	Iteration 11Q: 3 clusters Score -898883.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -898972.000000 Penalty: 4551.017090
	Iteration 12Q: 3 clusters Score -898972 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -899018.687500 Penalty: 4551.017090
	Iteration 13Q: 3 clusters Score -899018.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -899051.000000 Penalty: 4551.017090
	Iteration 14Q: 3 clusters Score -899051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -899072.562500 Penalty: 4551.017090
	Iteration 15Q: 3 clusters Score -899072.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -899088.125000 Penalty: 4551.017090
	Iteration 16Q: 3 clusters Score -899088.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -899099.125000 Penalty: 4551.017090
	Iteration 17Q: 3 clusters Score -899099.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -899104.625000 Penalty: 4551.017090
	Iteration 18Q: 3 clusters Score -899104.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -899113.375000 Penalty: 4551.017090
	Iteration 19Q: 3 clusters Score -899113.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -899120.500000 Penalty: 4551.017090
	Iteration 20F: 3 clusters Score -899120.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -899125.562500 Penalty: 4551.017090
	Iteration 21Q: 3 clusters Score -899125.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -899129.687500 Penalty: 4551.017090
	Iteration 22Q: 3 clusters Score -899129.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -899133.187500 Penalty: 4551.017090
	Iteration 23Q: 3 clusters Score -899133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -899135.500000 Penalty: 4551.017090
	Iteration 24Q: 3 clusters Score -899135.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -899138.562500 Penalty: 4551.017090
	Iteration 25Q: 3 clusters Score -899138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -899142.125000 Penalty: 4551.017090
	Iteration 26Q: 3 clusters Score -899142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -899143.062500 Penalty: 4551.017090
	Iteration 27Q: 3 clusters Score -899143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -899147.062500 Penalty: 4551.017090
	Iteration 28Q: 3 clusters Score -899147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -899145.562500 Penalty: 4551.017090
	Iteration 29Q: 3 clusters Score -899145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -899145.312500 Penalty: 4551.017090
	Iteration 30Q: 3 clusters Score -899145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -899146.000000 Penalty: 4551.017090
	Iteration 31Q: 3 clusters Score -899146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -899145.937500 Penalty: 4551.017090
	Iteration 32Q: 3 clusters Score -899145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -899149.250000 Penalty: 4551.017090
	Iteration 33Q: 3 clusters Score -899149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -899150.375000 Penalty: 4551.017090
	Iteration 34Q: 3 clusters Score -899150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -899152.875000 Penalty: 4551.017090
	Iteration 35Q: 3 clusters Score -899152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -899153.250000 Penalty: 4551.017090
	Iteration 36Q: 3 clusters Score -899153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -899153.875000 Penalty: 4551.017090
	Iteration 37Q: 3 clusters Score -899153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -899154.562500 Penalty: 4551.017090
	Iteration 38Q: 3 clusters Score -899154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -899154.250000 Penalty: 4551.017090
	Iteration 39Q: 3 clusters Score -899154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -899154.187500 Penalty: 4551.017090
	Iteration 40F: 3 clusters Score -899154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -899153.875000 Penalty: 4551.017090
	Iteration 41Q: 3 clusters Score -899153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -899154.937500 Penalty: 4551.017090
	Iteration 42Q: 3 clusters Score -899154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -899154.250000 Penalty: 4551.017090
	Iteration 43Q: 3 clusters Score -899154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -899153.375000 Penalty: 4551.017090
	Iteration 44Q: 3 clusters Score -899153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -899154.437500 Penalty: 4551.017090
	Iteration 45Q: 3 clusters Score -899154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -899155.750000 Penalty: 4551.017090
	Iteration 46Q: 3 clusters Score -899155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -899154.500000 Penalty: 4551.017090
	Iteration 47Q: 3 clusters Score -899154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -899155.562500 Penalty: 4551.017090
	Iteration 48Q: 3 clusters Score -899155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -899155.250000 Penalty: 4551.017090
	Iteration 49Q: 3 clusters Score -899155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -899156.500000 Penalty: 4551.017090
	Iteration 50Q: 3 clusters Score -899156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -899156.125000 Penalty: 4551.017090
	Iteration 51Q: 3 clusters Score -899156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -899155.750000 Penalty: 4551.017090
	Iteration 52Q: 3 clusters Score -899155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -899155.312500 Penalty: 4551.017090
	Iteration 53Q: 3 clusters Score -899155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -899156.125000 Penalty: 4551.017090
	Iteration 54Q: 3 clusters Score -899156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -899156.125000 Penalty: 4551.017090
	Iteration 55F: 3 clusters Score -899156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -91219.898438 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -91219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89199.062500 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -89199.06 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89508.523438 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -89508.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -89619.132812 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -89619.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89725.210938 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -89725.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89827.906250 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -89827.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89912.882812 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -89912.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89957.484375 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -89957.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89981.593750 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -89981.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89997.453125 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -89997.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90016.992188 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -90016.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -90029.390625 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -90029.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90041.742188 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -90041.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90058.406250 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -90058.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90068.585938 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -90068.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90078.382812 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -90078.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90080.914062 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -90080.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90086.351562 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -90086.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90089.250000 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -90089.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90089.937500 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -90089.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90089.937500 Penalty: 3483.342529
	Iteration 19F: 3 clusters Score -90089.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -325816.062500 Penalty: 2066.889404
	Iteration 0F: 2 clusters Score -325816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -321821.937500 Penalty: 4133.778809
	Iteration 0F: 3 clusters Score -321821.9 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -322861.843750 Penalty: 4133.778809
	Iteration 1F: 3 clusters Score -322861.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -323189.000000 Penalty: 4133.778809
	Iteration 2F: 3 clusters Score -323189 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -323465.937500 Penalty: 4133.778809
	Iteration 3F: 3 clusters Score -323465.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -323684.843750 Penalty: 4133.778809
	Iteration 4F: 3 clusters Score -323684.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -323820.312500 Penalty: 4133.778809
	Iteration 5Q: 3 clusters Score -323820.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -323902.531250 Penalty: 4133.778809
	Iteration 6Q: 3 clusters Score -323902.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -323967.375000 Penalty: 4133.778809
	Iteration 7Q: 3 clusters Score -323967.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -324027.531250 Penalty: 4133.778809
	Iteration 8Q: 3 clusters Score -324027.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -324074.937500 Penalty: 4133.778809
	Iteration 9Q: 3 clusters Score -324074.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -324108.593750 Penalty: 4133.778809
	Iteration 10Q: 3 clusters Score -324108.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -324132.000000 Penalty: 4133.778809
	Iteration 11Q: 3 clusters Score -324132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -324148.875000 Penalty: 4133.778809
	Iteration 12Q: 3 clusters Score -324148.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -324162.562500 Penalty: 4133.778809
	Iteration 13Q: 3 clusters Score -324162.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -324175.593750 Penalty: 4133.778809
	Iteration 14Q: 3 clusters Score -324175.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -324189.000000 Penalty: 4133.778809
	Iteration 15Q: 3 clusters Score -324189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -324207.875000 Penalty: 4133.778809
	Iteration 16Q: 3 clusters Score -324207.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -324228.937500 Penalty: 4133.778809
	Iteration 17Q: 3 clusters Score -324228.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324261.125000 Penalty: 4133.778809
	Iteration 18Q: 3 clusters Score -324261.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -324297.906250 Penalty: 4133.778809
	Iteration 19Q: 3 clusters Score -324297.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -324354.125000 Penalty: 4133.778809
	Iteration 20F: 3 clusters Score -324354.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -324405.125000 Penalty: 4133.778809
	Iteration 21Q: 3 clusters Score -324405.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -324445.406250 Penalty: 4133.778809
	Iteration 22Q: 3 clusters Score -324445.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324481.062500 Penalty: 4133.778809
	Iteration 23Q: 3 clusters Score -324481.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324518.250000 Penalty: 4133.778809
	Iteration 24Q: 3 clusters Score -324518.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324548.531250 Penalty: 4133.778809
	Iteration 25Q: 3 clusters Score -324548.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -324588.093750 Penalty: 4133.778809
	Iteration 26Q: 3 clusters Score -324588.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324643.656250 Penalty: 4133.778809
	Iteration 27Q: 3 clusters Score -324643.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -324699.062500 Penalty: 4133.778809
	Iteration 28Q: 3 clusters Score -324699.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324751.968750 Penalty: 4133.778809
	Iteration 29Q: 3 clusters Score -324752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -324803.312500 Penalty: 4133.778809
	Iteration 30Q: 3 clusters Score -324803.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -324833.843750 Penalty: 4133.778809
	Iteration 31Q: 3 clusters Score -324833.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -324856.437500 Penalty: 4133.778809
	Iteration 32Q: 3 clusters Score -324856.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -324863.031250 Penalty: 4133.778809
	Iteration 33Q: 3 clusters Score -324863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -324868.218750 Penalty: 4133.778809
	Iteration 34Q: 3 clusters Score -324868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -324870.968750 Penalty: 4133.778809
	Iteration 35Q: 3 clusters Score -324871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -324872.531250 Penalty: 4133.778809
	Iteration 36Q: 3 clusters Score -324872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -324876.406250 Penalty: 4133.778809
	Iteration 37Q: 3 clusters Score -324876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324879.093750 Penalty: 4133.778809
	Iteration 38Q: 3 clusters Score -324879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324879.843750 Penalty: 4133.778809
	Iteration 39Q: 3 clusters Score -324879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324879.843750 Penalty: 4133.778809
	Iteration 40F: 3 clusters Score -324879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (99679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Entering Unmasked Estep 
Score: -8007880.000000 Penalty: 2854.408203
	Iteration 0F: 2 clusters Score -8007880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7941506.500000 Penalty: 5708.816406
	Iteration 0F: 3 clusters Score -7941506 nChanged 47184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -7967911.500000 Penalty: 5708.816406
	Iteration 1F: 3 clusters Score -7967912 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -7968572.500000 Penalty: 5708.816406
	Iteration 2Q: 3 clusters Score -7968572 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -7969210.000000 Penalty: 5708.816406
	Iteration 3Q: 3 clusters Score -7969210 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -7969831.000000 Penalty: 5708.816406
	Iteration 4Q: 3 clusters Score -7969831 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -7970490.000000 Penalty: 5708.816406
	Iteration 5Q: 3 clusters Score -7970490 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -7971308.000000 Penalty: 5708.816406
	Iteration 6Q: 3 clusters Score -7971308 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -7972362.500000 Penalty: 5708.816406
	Iteration 7Q: 3 clusters Score -7972362 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -7973835.500000 Penalty: 5708.816406
	Iteration 8Q: 3 clusters Score -7973836 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7975838.000000 Penalty: 5708.816406
	Iteration 9Q: 3 clusters Score -7975838 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -7978647.000000 Penalty: 5708.816406
	Iteration 10Q: 3 clusters Score -7978647 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -7981988.500000 Penalty: 5708.816406
	Iteration 11F: 3 clusters Score -7981988 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -7985815.000000 Penalty: 5708.816406
	Iteration 12F: 3 clusters Score -7985815 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -7989444.000000 Penalty: 5708.816406
	Iteration 13F: 3 clusters Score -7989444 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -7992722.000000 Penalty: 5708.816406
	Iteration 14Q: 3 clusters Score -7992722 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -7995351.000000 Penalty: 5708.816406
	Iteration 15Q: 3 clusters Score -7995351 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -7997542.500000 Penalty: 5708.816406
	Iteration 16Q: 3 clusters Score -7997542 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -7999252.000000 Penalty: 5708.816406
	Iteration 17Q: 3 clusters Score -7999252 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 92059 members 
Entering Unmasked Estep 
Score: -8000594.500000 Penalty: 5708.816406
	Iteration 18Q: 3 clusters Score -8000594 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -8001753.500000 Penalty: 5708.816406
	Iteration 19Q: 3 clusters Score -8001754 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -8002620.500000 Penalty: 5708.816406
	Iteration 20F: 3 clusters Score -8002620 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -8003319.000000 Penalty: 5708.816406
	Iteration 21Q: 3 clusters Score -8003319 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -8003837.500000 Penalty: 5708.816406
	Iteration 22Q: 3 clusters Score -8003838 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -8004284.000000 Penalty: 5708.816406
	Iteration 23Q: 3 clusters Score -8004284 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -8004606.000000 Penalty: 5708.816406
	Iteration 24Q: 3 clusters Score -8004606 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -8004825.500000 Penalty: 5708.816406
	Iteration 25Q: 3 clusters Score -8004826 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 98726 members 
Entering Unmasked Estep 
Score: -8005008.500000 Penalty: 5708.816406
	Iteration 26Q: 3 clusters Score -8005008 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -8005112.000000 Penalty: 5708.816406
	Iteration 27Q: 3 clusters Score -8005112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -8005180.000000 Penalty: 5708.816406
	Iteration 28Q: 3 clusters Score -8005180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -8005241.500000 Penalty: 5708.816406
	Iteration 29Q: 3 clusters Score -8005242 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -8005287.500000 Penalty: 5708.816406
	Iteration 30Q: 3 clusters Score -8005288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -8005310.000000 Penalty: 5708.816406
	Iteration 31Q: 3 clusters Score -8005310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 99159 members 
Entering Unmasked Estep 
Score: -8005337.500000 Penalty: 5708.816406
	Iteration 32Q: 3 clusters Score -8005338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -8005339.500000 Penalty: 5708.816406
	Iteration 33Q: 3 clusters Score -8005340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -8005349.000000 Penalty: 5708.816406
	Iteration 34Q: 3 clusters Score -8005349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -8005357.000000 Penalty: 5708.816406
	Iteration 35Q: 3 clusters Score -8005357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -8005364.000000 Penalty: 5708.816406
	Iteration 36Q: 3 clusters Score -8005364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -8005363.500000 Penalty: 5708.816406
	Iteration 37Q: 3 clusters Score -8005364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -8005363.500000 Penalty: 5708.816406
	Iteration 38Q: 3 clusters Score -8005364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -8005371.000000 Penalty: 5708.816406
	Iteration 39Q: 3 clusters Score -8005371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -8005375.000000 Penalty: 5708.816406
	Iteration 40F: 3 clusters Score -8005375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -8005369.000000 Penalty: 5708.816406
	Iteration 41Q: 3 clusters Score -8005369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -8005369.500000 Penalty: 5708.816406
	Iteration 42Q: 3 clusters Score -8005370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -8005374.500000 Penalty: 5708.816406
	Iteration 43Q: 3 clusters Score -8005374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -8005377.000000 Penalty: 5708.816406
	Iteration 44Q: 3 clusters Score -8005377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -8005376.500000 Penalty: 5708.816406
	Iteration 45Q: 3 clusters Score -8005376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -8005378.500000 Penalty: 5708.816406
	Iteration 46Q: 3 clusters Score -8005378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -8005377.000000 Penalty: 5708.816406
	Iteration 47Q: 3 clusters Score -8005377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -8005382.500000 Penalty: 5708.816406
	Iteration 48Q: 3 clusters Score -8005382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -8005387.500000 Penalty: 5708.816406
	Iteration 49Q: 3 clusters Score -8005388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -8005393.000000 Penalty: 5708.816406
	Iteration 50Q: 3 clusters Score -8005393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -8005395.000000 Penalty: 5708.816406
	Iteration 51Q: 3 clusters Score -8005395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -8005394.000000 Penalty: 5708.816406
	Iteration 52Q: 3 clusters Score -8005394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -8005394.000000 Penalty: 5708.816406
	Iteration 53F: 3 clusters Score -8005394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1022005.437500 Penalty: 2342.893311
	Iteration 0F: 2 clusters Score -1022005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1012604.562500 Penalty: 4685.786621
	Iteration 0F: 3 clusters Score -1012605 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1015485.000000 Penalty: 4685.786621
	Iteration 1F: 3 clusters Score -1015485 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1015812.687500 Penalty: 4685.786621
	Iteration 2F: 3 clusters Score -1015813 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1016042.250000 Penalty: 4685.786621
	Iteration 3Q: 3 clusters Score -1016042 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1016229.500000 Penalty: 4685.786621
	Iteration 4Q: 3 clusters Score -1016230 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1016390.625000 Penalty: 4685.786621
	Iteration 5Q: 3 clusters Score -1016391 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1016540.937500 Penalty: 4685.786621
	Iteration 6Q: 3 clusters Score -1016541 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1016698.250000 Penalty: 4685.786621
	Iteration 7Q: 3 clusters Score -1016698 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1016911.562500 Penalty: 4685.786621
	Iteration 8Q: 3 clusters Score -1016912 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1017205.750000 Penalty: 4685.786621
	Iteration 9Q: 3 clusters Score -1017206 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1017551.187500 Penalty: 4685.786621
	Iteration 10Q: 3 clusters Score -1017551 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1017901.750000 Penalty: 4685.786621
	Iteration 11Q: 3 clusters Score -1017902 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1018269.562500 Penalty: 4685.786621
	Iteration 12Q: 3 clusters Score -1018270 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1018663.750000 Penalty: 4685.786621
	Iteration 13Q: 3 clusters Score -1018664 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1019012.375000 Penalty: 4685.786621
	Iteration 14Q: 3 clusters Score -1019012 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1019321.187500 Penalty: 4685.786621
	Iteration 15Q: 3 clusters Score -1019321 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1019555.125000 Penalty: 4685.786621
	Iteration 16Q: 3 clusters Score -1019555 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1019691.000000 Penalty: 4685.786621
	Iteration 17Q: 3 clusters Score -1019691 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1019791.937500 Penalty: 4685.786621
	Iteration 18Q: 3 clusters Score -1019792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1019863.375000 Penalty: 4685.786621
	Iteration 19Q: 3 clusters Score -1019863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1019914.250000 Penalty: 4685.786621
	Iteration 20F: 3 clusters Score -1019914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1019948.937500 Penalty: 4685.786621
	Iteration 21Q: 3 clusters Score -1019949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1019972.562500 Penalty: 4685.786621
	Iteration 22Q: 3 clusters Score -1019973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1019993.250000 Penalty: 4685.786621
	Iteration 23Q: 3 clusters Score -1019993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1020007.437500 Penalty: 4685.786621
	Iteration 24Q: 3 clusters Score -1020007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1020020.062500 Penalty: 4685.786621
	Iteration 25Q: 3 clusters Score -1020020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1020035.500000 Penalty: 4685.786621
	Iteration 26Q: 3 clusters Score -1020036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1020038.562500 Penalty: 4685.786621
	Iteration 27Q: 3 clusters Score -1020039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1020041.687500 Penalty: 4685.786621
	Iteration 28Q: 3 clusters Score -1020042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1020050.187500 Penalty: 4685.786621
	Iteration 29Q: 3 clusters Score -1020050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1020052.375000 Penalty: 4685.786621
	Iteration 30Q: 3 clusters Score -1020052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1020057.000000 Penalty: 4685.786621
	Iteration 31Q: 3 clusters Score -1020057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1020060.750000 Penalty: 4685.786621
	Iteration 32Q: 3 clusters Score -1020061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1020067.312500 Penalty: 4685.786621
	Iteration 33Q: 3 clusters Score -1020067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1020072.062500 Penalty: 4685.786621
	Iteration 34Q: 3 clusters Score -1020072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1020077.125000 Penalty: 4685.786621
	Iteration 35Q: 3 clusters Score -1020077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1020076.562500 Penalty: 4685.786621
	Iteration 36Q: 3 clusters Score -1020077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1020077.937500 Penalty: 4685.786621
	Iteration 37Q: 3 clusters Score -1020078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1020077.875000 Penalty: 4685.786621
	Iteration 38Q: 3 clusters Score -1020078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1020078.625000 Penalty: 4685.786621
	Iteration 39Q: 3 clusters Score -1020079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1020078.375000 Penalty: 4685.786621
	Iteration 40F: 3 clusters Score -1020078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1020079.750000 Penalty: 4685.786621
	Iteration 41Q: 3 clusters Score -1020080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1020078.687500 Penalty: 4685.786621
	Iteration 42Q: 3 clusters Score -1020079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1020079.500000 Penalty: 4685.786621
	Iteration 43Q: 3 clusters Score -1020080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1020085.875000 Penalty: 4685.786621
	Iteration 44Q: 3 clusters Score -1020086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1020087.125000 Penalty: 4685.786621
	Iteration 45Q: 3 clusters Score -1020087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1020090.625000 Penalty: 4685.786621
	Iteration 46Q: 3 clusters Score -1020091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1020093.125000 Penalty: 4685.786621
	Iteration 47Q: 3 clusters Score -1020093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1020095.125000 Penalty: 4685.786621
	Iteration 48Q: 3 clusters Score -1020095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1020099.687500 Penalty: 4685.786621
	Iteration 49Q: 3 clusters Score -1020100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1020100.312500 Penalty: 4685.786621
	Iteration 50Q: 3 clusters Score -1020100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1020102.250000 Penalty: 4685.786621
	Iteration 51Q: 3 clusters Score -1020102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1020104.875000 Penalty: 4685.786621
	Iteration 52Q: 3 clusters Score -1020105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1020103.312500 Penalty: 4685.786621
	Iteration 53Q: 3 clusters Score -1020103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1020106.375000 Penalty: 4685.786621
	Iteration 54Q: 3 clusters Score -1020106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1020107.500000 Penalty: 4685.786621
	Iteration 55Q: 3 clusters Score -1020108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1020108.375000 Penalty: 4685.786621
	Iteration 56Q: 3 clusters Score -1020108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1020109.750000 Penalty: 4685.786621
	Iteration 57Q: 3 clusters Score -1020110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1020110.812500 Penalty: 4685.786621
	Iteration 58Q: 3 clusters Score -1020111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1020110.062500 Penalty: 4685.786621
	Iteration 59Q: 3 clusters Score -1020110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1020110.062500 Penalty: 4685.786621
	Iteration 60F: 3 clusters Score -1020110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -166118.046875 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -166118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -163373.250000 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -163373.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -163896.031250 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -163896 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -164122.062500 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -164122.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -164317.640625 Penalty: 3822.256836
	Iteration 3F: 3 clusters Score -164317.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -164497.000000 Penalty: 3822.256836
	Iteration 4F: 3 clusters Score -164497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -164631.125000 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -164631.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -164749.703125 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -164749.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164844.562500 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -164844.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -164917.968750 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -164918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -164973.953125 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -164974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165007.890625 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -165007.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -165037.531250 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -165037.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165059.000000 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -165059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165075.796875 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -165075.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165091.125000 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -165091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165102.343750 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -165102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -165111.609375 Penalty: 3822.256836
	Iteration 16Q: 3 clusters Score -165111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -165120.343750 Penalty: 3822.256836
	Iteration 17Q: 3 clusters Score -165120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -165127.234375 Penalty: 3822.256836
	Iteration 18Q: 3 clusters Score -165127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165130.765625 Penalty: 3822.256836
	Iteration 19Q: 3 clusters Score -165130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165132.234375 Penalty: 3822.256836
	Iteration 20F: 3 clusters Score -165132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165132.656250 Penalty: 3822.256836
	Iteration 21Q: 3 clusters Score -165132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165132.656250 Penalty: 3822.256836
	Iteration 22F: 3 clusters Score -165132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -172546.562500 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -172546.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -169725.843750 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -169725.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -170293.453125 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -170293.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -170443.078125 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -170443.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -170550.984375 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -170551 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -170651.265625 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -170651.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -170766.343750 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -170766.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -170862.484375 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -170862.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -170921.578125 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -170921.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -170958.421875 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -170958.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -170980.875000 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -170980.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -171000.781250 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -171000.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -171016.796875 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -171016.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -171030.437500 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -171030.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -171046.218750 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -171046.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171060.625000 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -171060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -171072.921875 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -171072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171083.390625 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -171083.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -171099.546875 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -171099.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -171111.687500 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -171111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -171118.500000 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -171118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -171124.078125 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -171124.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -171131.093750 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -171131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -171138.984375 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -171139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -171147.015625 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -171147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -171155.375000 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -171155.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -171164.250000 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -171164.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -171183.921875 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -171183.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -171199.578125 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -171199.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171209.546875 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -171209.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171221.312500 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -171221.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -171230.765625 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -171230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -171236.937500 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -171236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171245.046875 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -171245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171249.109375 Penalty: 3852.142822
	Iteration 33Q: 3 clusters Score -171249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171253.234375 Penalty: 3852.142822
	Iteration 34Q: 3 clusters Score -171253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -171258.593750 Penalty: 3852.142822
	Iteration 35Q: 3 clusters Score -171258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -171261.578125 Penalty: 3852.142822
	Iteration 36Q: 3 clusters Score -171261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171262.375000 Penalty: 3852.142822
	Iteration 37Q: 3 clusters Score -171262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171263.796875 Penalty: 3852.142822
	Iteration 38Q: 3 clusters Score -171263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171263.796875 Penalty: 3852.142822
	Iteration 39F: 3 clusters Score -171263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -557812.625000 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -557812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -551977.875000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -551977.9 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -553556.812500 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -553556.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -553792.250000 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -553792.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -553948.250000 Penalty: 4401.726074
	Iteration 3Q: 3 clusters Score -553948.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -554067.750000 Penalty: 4401.726074
	Iteration 4Q: 3 clusters Score -554067.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -554164.937500 Penalty: 4401.726074
	Iteration 5Q: 3 clusters Score -554164.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -554240.375000 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -554240.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -554313.625000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -554313.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -554386.187500 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -554386.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -554452.000000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -554452 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -554515.500000 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -554515.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -554579.062500 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -554579.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -554647.062500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -554647.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -554719.687500 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -554719.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -554804.687500 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -554804.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -554895.500000 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -554895.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -554980.375000 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -554980.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -555062.125000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -555062.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -555152.125000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -555152.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -555239.687500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -555239.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -555321.000000 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -555321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -555409.500000 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -555409.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -555492.125000 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -555492.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -555572.062500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -555572.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -555635.937500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -555635.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -555686.250000 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -555686.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -555723.312500 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -555723.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -555768.750000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -555768.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -555803.500000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -555803.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -555831.562500 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -555831.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -555855.625000 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -555855.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -555871.812500 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -555871.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -555889.375000 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -555889.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -555912.062500 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -555912.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -555927.000000 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -555927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -555937.812500 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -555937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -555943.062500 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -555943.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -555947.062500 Penalty: 4401.726074
	Iteration 37Q: 3 clusters Score -555947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -555951.437500 Penalty: 4401.726074
	Iteration 38Q: 3 clusters Score -555951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -555955.937500 Penalty: 4401.726074
	Iteration 39Q: 3 clusters Score -555955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -555960.750000 Penalty: 4401.726074
	Iteration 40F: 3 clusters Score -555960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -555964.875000 Penalty: 4401.726074
	Iteration 41Q: 3 clusters Score -555964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -555975.875000 Penalty: 4401.726074
	Iteration 42Q: 3 clusters Score -555975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -555981.250000 Penalty: 4401.726074
	Iteration 43Q: 3 clusters Score -555981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -555983.125000 Penalty: 4401.726074
	Iteration 44Q: 3 clusters Score -555983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -555985.562500 Penalty: 4401.726074
	Iteration 45Q: 3 clusters Score -555985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -555991.000000 Penalty: 4401.726074
	Iteration 46Q: 3 clusters Score -555991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -555995.562500 Penalty: 4401.726074
	Iteration 47Q: 3 clusters Score -555995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -555998.500000 Penalty: 4401.726074
	Iteration 48Q: 3 clusters Score -555998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -555998.500000 Penalty: 4401.726074
	Iteration 49F: 3 clusters Score -555998.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (38568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Entering Unmasked Estep 
Score: -3094079.750000 Penalty: 2618.924072
	Iteration 0F: 2 clusters Score -3094080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3068063.500000 Penalty: 5237.848145
	Iteration 0F: 3 clusters Score -3068064 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3077576.750000 Penalty: 5237.848145
	Iteration 1F: 3 clusters Score -3077577 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3078042.000000 Penalty: 5237.848145
	Iteration 2Q: 3 clusters Score -3078042 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3078526.000000 Penalty: 5237.848145
	Iteration 3Q: 3 clusters Score -3078526 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3079121.500000 Penalty: 5237.848145
	Iteration 4Q: 3 clusters Score -3079122 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3079946.750000 Penalty: 5237.848145
	Iteration 5Q: 3 clusters Score -3079947 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3081130.500000 Penalty: 5237.848145
	Iteration 6F: 3 clusters Score -3081130 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3082850.000000 Penalty: 5237.848145
	Iteration 7F: 3 clusters Score -3082850 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3085118.750000 Penalty: 5237.848145
	Iteration 8F: 3 clusters Score -3085119 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3087286.500000 Penalty: 5237.848145
	Iteration 9F: 3 clusters Score -3087286 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3089023.500000 Penalty: 5237.848145
	Iteration 10F: 3 clusters Score -3089024 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3090212.000000 Penalty: 5237.848145
	Iteration 11Q: 3 clusters Score -3090212 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3090938.500000 Penalty: 5237.848145
	Iteration 12Q: 3 clusters Score -3090938 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3091352.250000 Penalty: 5237.848145
	Iteration 13Q: 3 clusters Score -3091352 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3091540.000000 Penalty: 5237.848145
	Iteration 14Q: 3 clusters Score -3091540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3091656.250000 Penalty: 5237.848145
	Iteration 15Q: 3 clusters Score -3091656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3091742.250000 Penalty: 5237.848145
	Iteration 16Q: 3 clusters Score -3091742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3091793.000000 Penalty: 5237.848145
	Iteration 17Q: 3 clusters Score -3091793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3091827.500000 Penalty: 5237.848145
	Iteration 18Q: 3 clusters Score -3091828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3091855.000000 Penalty: 5237.848145
	Iteration 19Q: 3 clusters Score -3091855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3091867.000000 Penalty: 5237.848145
	Iteration 20F: 3 clusters Score -3091867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3091877.250000 Penalty: 5237.848145
	Iteration 21Q: 3 clusters Score -3091877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3091885.250000 Penalty: 5237.848145
	Iteration 22Q: 3 clusters Score -3091885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3091893.000000 Penalty: 5237.848145
	Iteration 23Q: 3 clusters Score -3091893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3091903.000000 Penalty: 5237.848145
	Iteration 24Q: 3 clusters Score -3091903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3091910.000000 Penalty: 5237.848145
	Iteration 25Q: 3 clusters Score -3091910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3091911.250000 Penalty: 5237.848145
	Iteration 26Q: 3 clusters Score -3091911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3091917.250000 Penalty: 5237.848145
	Iteration 27Q: 3 clusters Score -3091917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3091924.750000 Penalty: 5237.848145
	Iteration 28Q: 3 clusters Score -3091925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3091931.250000 Penalty: 5237.848145
	Iteration 29Q: 3 clusters Score -3091931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3091939.250000 Penalty: 5237.848145
	Iteration 30Q: 3 clusters Score -3091939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3091955.250000 Penalty: 5237.848145
	Iteration 31Q: 3 clusters Score -3091955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3091965.500000 Penalty: 5237.848145
	Iteration 32Q: 3 clusters Score -3091966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3091970.750000 Penalty: 5237.848145
	Iteration 33Q: 3 clusters Score -3091971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3091975.750000 Penalty: 5237.848145
	Iteration 34Q: 3 clusters Score -3091976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3091979.250000 Penalty: 5237.848145
	Iteration 35Q: 3 clusters Score -3091979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3091986.500000 Penalty: 5237.848145
	Iteration 36Q: 3 clusters Score -3091986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3091982.500000 Penalty: 5237.848145
	Iteration 37Q: 3 clusters Score -3091982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3091982.000000 Penalty: 5237.848145
	Iteration 38Q: 3 clusters Score -3091982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3091984.000000 Penalty: 5237.848145
	Iteration 39Q: 3 clusters Score -3091984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3091984.000000 Penalty: 5237.848145
	Iteration 40F: 3 clusters Score -3091984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -138863.453125 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -138863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136545.890625 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -136545.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136969.250000 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -136969.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137082.671875 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -137082.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137159.625000 Penalty: 3645.218506
	Iteration 3Q: 3 clusters Score -137159.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137211.875000 Penalty: 3645.218506
	Iteration 4Q: 3 clusters Score -137211.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137247.984375 Penalty: 3645.218506
	Iteration 5Q: 3 clusters Score -137248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137273.546875 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -137273.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -137298.390625 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -137298.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -137315.937500 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -137315.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137333.140625 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -137333.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137355.296875 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -137355.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -137379.093750 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -137379.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -137407.921875 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -137407.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -137427.140625 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -137427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -137445.953125 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -137446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -137465.328125 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -137465.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -137485.765625 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -137485.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137510.437500 Penalty: 3645.218506
	Iteration 17Q: 3 clusters Score -137510.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137539.343750 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -137539.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137574.140625 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -137574.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137610.406250 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -137610.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137650.062500 Penalty: 3645.218506
	Iteration 21Q: 3 clusters Score -137650.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137717.265625 Penalty: 3645.218506
	Iteration 22Q: 3 clusters Score -137717.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -137767.906250 Penalty: 3645.218506
	Iteration 23Q: 3 clusters Score -137767.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -137803.921875 Penalty: 3645.218506
	Iteration 24Q: 3 clusters Score -137803.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -137835.296875 Penalty: 3645.218506
	Iteration 25Q: 3 clusters Score -137835.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -137866.390625 Penalty: 3645.218506
	Iteration 26Q: 3 clusters Score -137866.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137941.937500 Penalty: 3645.218506
	Iteration 27Q: 3 clusters Score -137941.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137991.343750 Penalty: 3645.218506
	Iteration 28Q: 3 clusters Score -137991.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -138032.125000 Penalty: 3645.218506
	Iteration 29Q: 3 clusters Score -138032.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138060.984375 Penalty: 3645.218506
	Iteration 30Q: 3 clusters Score -138061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138094.109375 Penalty: 3645.218506
	Iteration 31Q: 3 clusters Score -138094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138126.078125 Penalty: 3645.218506
	Iteration 32Q: 3 clusters Score -138126.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138151.265625 Penalty: 3645.218506
	Iteration 33Q: 3 clusters Score -138151.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138178.015625 Penalty: 3645.218506
	Iteration 34Q: 3 clusters Score -138178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138194.234375 Penalty: 3645.218506
	Iteration 35Q: 3 clusters Score -138194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138216.546875 Penalty: 3645.218506
	Iteration 36Q: 3 clusters Score -138216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138223.968750 Penalty: 3645.218506
	Iteration 37Q: 3 clusters Score -138224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138226.500000 Penalty: 3645.218506
	Iteration 38Q: 3 clusters Score -138226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138230.875000 Penalty: 3645.218506
	Iteration 39Q: 3 clusters Score -138230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138243.093750 Penalty: 3645.218506
	Iteration 40F: 3 clusters Score -138243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -138254.640625 Penalty: 3645.218506
	Iteration 41Q: 3 clusters Score -138254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138262.906250 Penalty: 3645.218506
	Iteration 42Q: 3 clusters Score -138262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138265.484375 Penalty: 3645.218506
	Iteration 43Q: 3 clusters Score -138265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138266.375000 Penalty: 3645.218506
	Iteration 44Q: 3 clusters Score -138266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138266.375000 Penalty: 3645.218506
	Iteration 45F: 3 clusters Score -138266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -362733.000000 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -362733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -359031.468750 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -359031.5 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -359857.593750 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -359857.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -360111.843750 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -360111.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -360279.125000 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -360279.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -360394.968750 Penalty: 4074.374756
	Iteration 4Q: 3 clusters Score -360395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -360475.187500 Penalty: 4074.374756
	Iteration 5Q: 3 clusters Score -360475.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -360547.781250 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -360547.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -360617.812500 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -360617.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -360686.062500 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -360686.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -360746.312500 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -360746.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -360828.718750 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -360828.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -360923.687500 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -360923.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -361016.531250 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -361016.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -361137.843750 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -361137.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -361224.562500 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -361224.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -361281.656250 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -361281.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -361307.250000 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -361307.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -361326.375000 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -361326.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -361339.937500 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -361339.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -361352.906250 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -361352.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -361364.500000 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -361364.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -361372.718750 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -361372.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -361377.281250 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -361377.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -361382.500000 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -361382.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -361385.906250 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -361385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -361387.875000 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -361387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -361388.875000 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -361388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -361390.906250 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -361390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -361393.625000 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -361393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -361396.437500 Penalty: 4074.374756
	Iteration 29Q: 3 clusters Score -361396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -361397.656250 Penalty: 4074.374756
	Iteration 30Q: 3 clusters Score -361397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -361400.062500 Penalty: 4074.374756
	Iteration 31Q: 3 clusters Score -361400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -361402.093750 Penalty: 4074.374756
	Iteration 32Q: 3 clusters Score -361402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -361405.125000 Penalty: 4074.374756
	Iteration 33Q: 3 clusters Score -361405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -361408.562500 Penalty: 4074.374756
	Iteration 34Q: 3 clusters Score -361408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -361409.625000 Penalty: 4074.374756
	Iteration 35Q: 3 clusters Score -361409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -361409.625000 Penalty: 4074.374756
	Iteration 36F: 3 clusters Score -361409.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Entering Unmasked Estep 
Score: -926541.125000 Penalty: 2326.072021
	Iteration 0F: 2 clusters Score -926541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -917841.062500 Penalty: 4652.144043
	Iteration 0F: 3 clusters Score -917841.1 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -920609.125000 Penalty: 4652.144043
	Iteration 1F: 3 clusters Score -920609.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -921306.375000 Penalty: 4652.144043
	Iteration 2F: 3 clusters Score -921306.4 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -922254.625000 Penalty: 4652.144043
	Iteration 3F: 3 clusters Score -922254.6 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -923350.937500 Penalty: 4652.144043
	Iteration 4F: 3 clusters Score -923350.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -924356.687500 Penalty: 4652.144043
	Iteration 5F: 3 clusters Score -924356.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -925077.500000 Penalty: 4652.144043
	Iteration 6F: 3 clusters Score -925077.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -925403.250000 Penalty: 4652.144043
	Iteration 7Q: 3 clusters Score -925403.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -925574.062500 Penalty: 4652.144043
	Iteration 8Q: 3 clusters Score -925574.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -925698.437500 Penalty: 4652.144043
	Iteration 9Q: 3 clusters Score -925698.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -925783.875000 Penalty: 4652.144043
	Iteration 10Q: 3 clusters Score -925783.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -925829.187500 Penalty: 4652.144043
	Iteration 11Q: 3 clusters Score -925829.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -925870.125000 Penalty: 4652.144043
	Iteration 12Q: 3 clusters Score -925870.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -925897.062500 Penalty: 4652.144043
	Iteration 13Q: 3 clusters Score -925897.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -925929.000000 Penalty: 4652.144043
	Iteration 14Q: 3 clusters Score -925929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -925953.000000 Penalty: 4652.144043
	Iteration 15Q: 3 clusters Score -925953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -925972.312500 Penalty: 4652.144043
	Iteration 16Q: 3 clusters Score -925972.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -925994.687500 Penalty: 4652.144043
	Iteration 17Q: 3 clusters Score -925994.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -926013.125000 Penalty: 4652.144043
	Iteration 18Q: 3 clusters Score -926013.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -926021.000000 Penalty: 4652.144043
	Iteration 19Q: 3 clusters Score -926021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -926030.875000 Penalty: 4652.144043
	Iteration 20F: 3 clusters Score -926030.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -926039.500000 Penalty: 4652.144043
	Iteration 21Q: 3 clusters Score -926039.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -926042.625000 Penalty: 4652.144043
	Iteration 22Q: 3 clusters Score -926042.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -926050.750000 Penalty: 4652.144043
	Iteration 23Q: 3 clusters Score -926050.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -926054.812500 Penalty: 4652.144043
	Iteration 24Q: 3 clusters Score -926054.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -926062.000000 Penalty: 4652.144043
	Iteration 25Q: 3 clusters Score -926062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -926063.562500 Penalty: 4652.144043
	Iteration 26Q: 3 clusters Score -926063.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -926067.375000 Penalty: 4652.144043
	Iteration 27Q: 3 clusters Score -926067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -926070.312500 Penalty: 4652.144043
	Iteration 28Q: 3 clusters Score -926070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -926075.000000 Penalty: 4652.144043
	Iteration 29Q: 3 clusters Score -926075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -926075.875000 Penalty: 4652.144043
	Iteration 30Q: 3 clusters Score -926075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -926078.375000 Penalty: 4652.144043
	Iteration 31Q: 3 clusters Score -926078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -926080.500000 Penalty: 4652.144043
	Iteration 32Q: 3 clusters Score -926080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -926080.937500 Penalty: 4652.144043
	Iteration 33Q: 3 clusters Score -926080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -926080.937500 Penalty: 4652.144043
	Iteration 34F: 3 clusters Score -926080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -313961.375000 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -313961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -310047.531250 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -310047.5 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -310913.187500 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -310913.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -311108.468750 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -311108.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -311259.312500 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -311259.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -311387.093750 Penalty: 4114.963379
	Iteration 4Q: 3 clusters Score -311387.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -311472.312500 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -311472.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -311526.562500 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -311526.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -311571.312500 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -311571.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -311602.250000 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -311602.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -311644.750000 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -311644.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -311678.875000 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -311678.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -311702.500000 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -311702.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -311724.968750 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -311725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -311750.875000 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -311750.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -311773.625000 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -311773.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -311794.250000 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -311794.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -311815.500000 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -311815.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -311835.843750 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -311835.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -311848.218750 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -311848.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -311858.750000 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -311858.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -311870.406250 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -311870.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -311880.312500 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -311880.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -311885.968750 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -311886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -311889.468750 Penalty: 4114.963379
	Iteration 23Q: 3 clusters Score -311889.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -311894.218750 Penalty: 4114.963379
	Iteration 24Q: 3 clusters Score -311894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -311898.093750 Penalty: 4114.963379
	Iteration 25Q: 3 clusters Score -311898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -311904.250000 Penalty: 4114.963379
	Iteration 26Q: 3 clusters Score -311904.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -311909.062500 Penalty: 4114.963379
	Iteration 27Q: 3 clusters Score -311909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -311912.156250 Penalty: 4114.963379
	Iteration 28Q: 3 clusters Score -311912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -311915.468750 Penalty: 4114.963379
	Iteration 29Q: 3 clusters Score -311915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -311918.718750 Penalty: 4114.963379
	Iteration 30Q: 3 clusters Score -311918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -311921.125000 Penalty: 4114.963379
	Iteration 31Q: 3 clusters Score -311921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -311922.843750 Penalty: 4114.963379
	Iteration 32Q: 3 clusters Score -311922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -311924.062500 Penalty: 4114.963379
	Iteration 33Q: 3 clusters Score -311924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -311925.187500 Penalty: 4114.963379
	Iteration 34Q: 3 clusters Score -311925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -311925.937500 Penalty: 4114.963379
	Iteration 35Q: 3 clusters Score -311925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -311925.937500 Penalty: 4114.963379
	Iteration 36F: 3 clusters Score -311925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -72712.828125 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -72712.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70864.296875 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -70864.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -71337.109375 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -71337.11 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -71691.203125 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -71691.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72041.726562 Penalty: 3408.575439
	Iteration 3F: 3 clusters Score -72041.73 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -72285.320312 Penalty: 3408.575439
	Iteration 4F: 3 clusters Score -72285.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -72405.164062 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -72405.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -72464.968750 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -72464.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72498.507812 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -72498.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -72522.281250 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -72522.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -72526.859375 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -72526.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72536.867188 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -72536.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -72542.953125 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -72542.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72543.742188 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -72543.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72543.742188 Penalty: 3408.575439
	Iteration 13F: 3 clusters Score -72543.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -547785.562500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -547785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -542013.562500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -542013.6 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -543540.000000 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -543540 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -543841.750000 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -543841.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -544085.375000 Penalty: 4396.493652
	Iteration 3F: 3 clusters Score -544085.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -544354.750000 Penalty: 4396.493652
	Iteration 4Q: 3 clusters Score -544354.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -544705.000000 Penalty: 4396.493652
	Iteration 5F: 3 clusters Score -544705 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -545067.250000 Penalty: 4396.493652
	Iteration 6F: 3 clusters Score -545067.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -545379.312500 Penalty: 4396.493652
	Iteration 7F: 3 clusters Score -545379.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -545626.687500 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -545626.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -545810.625000 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -545810.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -545977.250000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -545977.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -546107.562500 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -546107.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -546221.312500 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -546221.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -546313.125000 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -546313.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -546395.312500 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -546395.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -546443.312500 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -546443.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -546478.375000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -546478.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -546503.562500 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -546503.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -546529.000000 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -546529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -546548.562500 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -546548.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -546560.687500 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -546560.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -546569.000000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -546569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -546573.562500 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -546573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -546577.062500 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -546577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -546580.062500 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -546580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -546580.437500 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -546580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -546582.750000 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -546582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -546583.062500 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -546583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -546583.562500 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -546583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -546583.562500 Penalty: 4396.493652
	Iteration 29F: 3 clusters Score -546583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -547876.875000 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -547876.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -541874.437500 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -541874.4 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -543601.875000 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -543601.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -544068.125000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -544068.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -544420.562500 Penalty: 4416.224609
	Iteration 3F: 3 clusters Score -544420.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -544780.187500 Penalty: 4416.224609
	Iteration 4F: 3 clusters Score -544780.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -545172.625000 Penalty: 4416.224609
	Iteration 5F: 3 clusters Score -545172.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -545605.562500 Penalty: 4416.224609
	Iteration 6F: 3 clusters Score -545605.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -546019.312500 Penalty: 4416.224609
	Iteration 7F: 3 clusters Score -546019.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -546305.062500 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -546305.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -546481.500000 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -546481.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -546634.187500 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -546634.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -546768.250000 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -546768.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -546886.250000 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -546886.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -547000.187500 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -547000.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -547092.937500 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -547092.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -547135.750000 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -547135.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -547159.562500 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -547159.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -547183.125000 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -547183.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -547196.875000 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -547196.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -547206.437500 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -547206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -547216.187500 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -547216.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -547222.625000 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -547222.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -547231.250000 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -547231.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -547247.625000 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -547247.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -547261.500000 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -547261.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -547274.875000 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -547274.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -547292.187500 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -547292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -547308.312500 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -547308.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -547320.687500 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -547320.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -547334.500000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -547334.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -547346.000000 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -547346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -547358.312500 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -547358.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -547379.187500 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -547379.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -547397.687500 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -547397.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -547420.375000 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -547420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -547438.937500 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -547438.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -547457.687500 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -547457.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -547469.562500 Penalty: 4416.224609
	Iteration 37Q: 3 clusters Score -547469.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -547485.812500 Penalty: 4416.224609
	Iteration 38Q: 3 clusters Score -547485.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -547497.125000 Penalty: 4416.224609
	Iteration 39Q: 3 clusters Score -547497.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -547507.187500 Penalty: 4416.224609
	Iteration 40F: 3 clusters Score -547507.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -547518.000000 Penalty: 4416.224609
	Iteration 41Q: 3 clusters Score -547518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -547527.687500 Penalty: 4416.224609
	Iteration 42Q: 3 clusters Score -547527.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -547539.125000 Penalty: 4416.224609
	Iteration 43Q: 3 clusters Score -547539.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -547546.000000 Penalty: 4416.224609
	Iteration 44Q: 3 clusters Score -547546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -547552.375000 Penalty: 4416.224609
	Iteration 45Q: 3 clusters Score -547552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -547557.875000 Penalty: 4416.224609
	Iteration 46Q: 3 clusters Score -547557.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -547561.062500 Penalty: 4416.224609
	Iteration 47Q: 3 clusters Score -547561.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -547563.187500 Penalty: 4416.224609
	Iteration 48Q: 3 clusters Score -547563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -547565.125000 Penalty: 4416.224609
	Iteration 49Q: 3 clusters Score -547565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -547566.875000 Penalty: 4416.224609
	Iteration 50Q: 3 clusters Score -547566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -547568.625000 Penalty: 4416.224609
	Iteration 51Q: 3 clusters Score -547568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -547572.812500 Penalty: 4416.224609
	Iteration 52Q: 3 clusters Score -547572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -547574.312500 Penalty: 4416.224609
	Iteration 53Q: 3 clusters Score -547574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -547576.125000 Penalty: 4416.224609
	Iteration 54Q: 3 clusters Score -547576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -547577.000000 Penalty: 4416.224609
	Iteration 55Q: 3 clusters Score -547577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -547578.062500 Penalty: 4416.224609
	Iteration 56Q: 3 clusters Score -547578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -547578.750000 Penalty: 4416.224609
	Iteration 57Q: 3 clusters Score -547578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -547579.125000 Penalty: 4416.224609
	Iteration 58Q: 3 clusters Score -547579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -547580.812500 Penalty: 4416.224609
	Iteration 59Q: 3 clusters Score -547580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -547580.500000 Penalty: 4416.224609
	Iteration 60F: 3 clusters Score -547580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -547580.187500 Penalty: 4416.224609
	Iteration 61Q: 3 clusters Score -547580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -547581.750000 Penalty: 4416.224609
	Iteration 62Q: 3 clusters Score -547581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -547581.750000 Penalty: 4416.224609
	Iteration 63F: 3 clusters Score -547581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -348298.093750 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -348298.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -344095.906250 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -344095.9 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -345114.187500 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -345114.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -345285.312500 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -345285.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -345384.281250 Penalty: 4164.604492
	Iteration 3Q: 3 clusters Score -345384.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -345463.468750 Penalty: 4164.604492
	Iteration 4Q: 3 clusters Score -345463.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345530.937500 Penalty: 4164.604492
	Iteration 5Q: 3 clusters Score -345530.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -345578.000000 Penalty: 4164.604492
	Iteration 6Q: 3 clusters Score -345578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -345610.968750 Penalty: 4164.604492
	Iteration 7Q: 3 clusters Score -345611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -345639.468750 Penalty: 4164.604492
	Iteration 8Q: 3 clusters Score -345639.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -345650.312500 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -345650.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -345659.937500 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -345659.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -345673.437500 Penalty: 4164.604492
	Iteration 11Q: 3 clusters Score -345673.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -345689.625000 Penalty: 4164.604492
	Iteration 12Q: 3 clusters Score -345689.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -345703.031250 Penalty: 4164.604492
	Iteration 13Q: 3 clusters Score -345703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -345713.875000 Penalty: 4164.604492
	Iteration 14Q: 3 clusters Score -345713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -345722.312500 Penalty: 4164.604492
	Iteration 15Q: 3 clusters Score -345722.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -345729.812500 Penalty: 4164.604492
	Iteration 16Q: 3 clusters Score -345729.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -345737.468750 Penalty: 4164.604492
	Iteration 17Q: 3 clusters Score -345737.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345747.500000 Penalty: 4164.604492
	Iteration 18Q: 3 clusters Score -345747.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -345757.250000 Penalty: 4164.604492
	Iteration 19Q: 3 clusters Score -345757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -345767.562500 Penalty: 4164.604492
	Iteration 20F: 3 clusters Score -345767.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -345781.750000 Penalty: 4164.604492
	Iteration 21Q: 3 clusters Score -345781.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -345800.062500 Penalty: 4164.604492
	Iteration 22Q: 3 clusters Score -345800.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -345821.687500 Penalty: 4164.604492
	Iteration 23Q: 3 clusters Score -345821.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -345844.000000 Penalty: 4164.604492
	Iteration 24Q: 3 clusters Score -345844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -345866.250000 Penalty: 4164.604492
	Iteration 25Q: 3 clusters Score -345866.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -345892.500000 Penalty: 4164.604492
	Iteration 26Q: 3 clusters Score -345892.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -345913.812500 Penalty: 4164.604492
	Iteration 27Q: 3 clusters Score -345913.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -345934.500000 Penalty: 4164.604492
	Iteration 28Q: 3 clusters Score -345934.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -345951.968750 Penalty: 4164.604492
	Iteration 29Q: 3 clusters Score -345952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345973.531250 Penalty: 4164.604492
	Iteration 30Q: 3 clusters Score -345973.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -345998.281250 Penalty: 4164.604492
	Iteration 31Q: 3 clusters Score -345998.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -346024.937500 Penalty: 4164.604492
	Iteration 32Q: 3 clusters Score -346024.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -346052.312500 Penalty: 4164.604492
	Iteration 33Q: 3 clusters Score -346052.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346070.000000 Penalty: 4164.604492
	Iteration 34Q: 3 clusters Score -346070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -346083.500000 Penalty: 4164.604492
	Iteration 35Q: 3 clusters Score -346083.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -346097.875000 Penalty: 4164.604492
	Iteration 36Q: 3 clusters Score -346097.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -346115.437500 Penalty: 4164.604492
	Iteration 37Q: 3 clusters Score -346115.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -346133.906250 Penalty: 4164.604492
	Iteration 38Q: 3 clusters Score -346133.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -346157.750000 Penalty: 4164.604492
	Iteration 39Q: 3 clusters Score -346157.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -346193.406250 Penalty: 4164.604492
	Iteration 40F: 3 clusters Score -346193.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -346229.750000 Penalty: 4164.604492
	Iteration 41Q: 3 clusters Score -346229.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -346276.812500 Penalty: 4164.604492
	Iteration 42Q: 3 clusters Score -346276.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -346330.125000 Penalty: 4164.604492
	Iteration 43Q: 3 clusters Score -346330.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -346397.093750 Penalty: 4164.604492
	Iteration 44Q: 3 clusters Score -346397.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -346471.437500 Penalty: 4164.604492
	Iteration 45Q: 3 clusters Score -346471.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -346543.500000 Penalty: 4164.604492
	Iteration 46Q: 3 clusters Score -346543.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -346610.062500 Penalty: 4164.604492
	Iteration 47Q: 3 clusters Score -346610.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -346697.968750 Penalty: 4164.604492
	Iteration 48Q: 3 clusters Score -346698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -346791.187500 Penalty: 4164.604492
	Iteration 49Q: 3 clusters Score -346791.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -346883.687500 Penalty: 4164.604492
	Iteration 50Q: 3 clusters Score -346883.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -346931.093750 Penalty: 4164.604492
	Iteration 51Q: 3 clusters Score -346931.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346956.812500 Penalty: 4164.604492
	Iteration 52Q: 3 clusters Score -346956.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -346972.875000 Penalty: 4164.604492
	Iteration 53Q: 3 clusters Score -346972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -346984.750000 Penalty: 4164.604492
	Iteration 54Q: 3 clusters Score -346984.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346991.312500 Penalty: 4164.604492
	Iteration 55Q: 3 clusters Score -346991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -346996.406250 Penalty: 4164.604492
	Iteration 56Q: 3 clusters Score -346996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -346998.781250 Penalty: 4164.604492
	Iteration 57Q: 3 clusters Score -346998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -347001.562500 Penalty: 4164.604492
	Iteration 58Q: 3 clusters Score -347001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -347003.531250 Penalty: 4164.604492
	Iteration 59Q: 3 clusters Score -347003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -347004.562500 Penalty: 4164.604492
	Iteration 60F: 3 clusters Score -347004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -347005.343750 Penalty: 4164.604492
	Iteration 61Q: 3 clusters Score -347005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -347007.125000 Penalty: 4164.604492
	Iteration 62Q: 3 clusters Score -347007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -347008.125000 Penalty: 4164.604492
	Iteration 63Q: 3 clusters Score -347008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -347008.437500 Penalty: 4164.604492
	Iteration 64Q: 3 clusters Score -347008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -347008.437500 Penalty: 4164.604492
	Iteration 65F: 3 clusters Score -347008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -181686.375000 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -181686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -179024.187500 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -179024.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -179526.375000 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -179526.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -179752.656250 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -179752.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -179947.250000 Penalty: 3798.714844
	Iteration 3F: 3 clusters Score -179947.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -180221.640625 Penalty: 3798.714844
	Iteration 4F: 3 clusters Score -180221.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -180487.187500 Penalty: 3798.714844
	Iteration 5F: 3 clusters Score -180487.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -180674.843750 Penalty: 3798.714844
	Iteration 6F: 3 clusters Score -180674.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -180771.000000 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -180771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -180849.640625 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -180849.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -180899.828125 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -180899.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -180927.109375 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -180927.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -180936.703125 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -180936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -180943.968750 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -180944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -180950.046875 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -180950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -180954.953125 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -180955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -180959.109375 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -180959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -180959.109375 Penalty: 3798.714844
	Iteration 16F: 3 clusters Score -180959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -528860.937500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -528860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -524006.125000 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -524006.1 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -525244.375000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -525244.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -525505.562500 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -525505.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -525649.625000 Penalty: 4282.506836
	Iteration 3Q: 3 clusters Score -525649.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -525764.312500 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -525764.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -525871.937500 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -525871.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -525970.000000 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -525970 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -526067.500000 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -526067.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -526150.437500 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -526150.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -526237.062500 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -526237.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -526315.437500 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -526315.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -526393.000000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -526393 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -526474.187500 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -526474.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -526545.250000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -526545.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -526615.250000 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -526615.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -526685.250000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -526685.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -526764.750000 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -526764.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -526837.125000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -526837.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -526898.187500 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -526898.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -526950.500000 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -526950.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -526992.500000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -526992.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -527014.375000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -527014.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -527030.187500 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -527030.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -527047.000000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -527047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -527059.000000 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -527059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -527067.625000 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -527067.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -527076.375000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -527076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -527080.562500 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -527080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -527087.250000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -527087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -527095.937500 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -527095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -527101.500000 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -527101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -527106.000000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -527106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -527109.375000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -527109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -527112.312500 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -527112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -527115.312500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -527115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -527116.125000 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -527116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -527117.500000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -527117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -527120.062500 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -527120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -527124.437500 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -527124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -527128.125000 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -527128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -527129.750000 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -527129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -527131.312500 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -527131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -527132.187500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -527132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -527132.187500 Penalty: 4282.506836
	Iteration 43F: 3 clusters Score -527132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -302230.625000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -302230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -298462.562500 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -298462.6 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -299395.281250 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -299395.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -299609.718750 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -299609.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -299750.312500 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -299750.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -299841.593750 Penalty: 4094.246338
	Iteration 4Q: 3 clusters Score -299841.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -299929.812500 Penalty: 4094.246338
	Iteration 5Q: 3 clusters Score -299929.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -300004.343750 Penalty: 4094.246338
	Iteration 6Q: 3 clusters Score -300004.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -300067.156250 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -300067.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -300130.812500 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -300130.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -300194.937500 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -300194.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -300252.968750 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -300253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -300314.250000 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -300314.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300361.937500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -300361.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -300411.156250 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -300411.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -300449.843750 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -300449.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -300481.687500 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -300481.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300521.281250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -300521.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -300568.812500 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -300568.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -300624.062500 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -300624.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -300688.375000 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -300688.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300728.781250 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -300728.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -300767.750000 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -300767.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -300797.093750 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -300797.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -300818.281250 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -300818.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -300832.718750 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -300832.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -300845.156250 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -300845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -300854.906250 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -300854.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300863.437500 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -300863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -300869.187500 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -300869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -300876.062500 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -300876.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -300886.750000 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -300886.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -300899.750000 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -300899.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -300909.250000 Penalty: 4094.246338
	Iteration 32Q: 3 clusters Score -300909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -300915.437500 Penalty: 4094.246338
	Iteration 33Q: 3 clusters Score -300915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -300920.250000 Penalty: 4094.246338
	Iteration 34Q: 3 clusters Score -300920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -300924.312500 Penalty: 4094.246338
	Iteration 35Q: 3 clusters Score -300924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -300928.312500 Penalty: 4094.246338
	Iteration 36Q: 3 clusters Score -300928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -300931.406250 Penalty: 4094.246338
	Iteration 37Q: 3 clusters Score -300931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -300933.562500 Penalty: 4094.246338
	Iteration 38Q: 3 clusters Score -300933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -300933.875000 Penalty: 4094.246338
	Iteration 39Q: 3 clusters Score -300933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -300933.843750 Penalty: 4094.246338
	Iteration 40F: 3 clusters Score -300933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -300934.656250 Penalty: 4094.246338
	Iteration 41Q: 3 clusters Score -300934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -300936.812500 Penalty: 4094.246338
	Iteration 42Q: 3 clusters Score -300936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -300938.750000 Penalty: 4094.246338
	Iteration 43Q: 3 clusters Score -300938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -300940.843750 Penalty: 4094.246338
	Iteration 44Q: 3 clusters Score -300940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -300944.312500 Penalty: 4094.246338
	Iteration 45Q: 3 clusters Score -300944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -300946.687500 Penalty: 4094.246338
	Iteration 46Q: 3 clusters Score -300946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -300947.437500 Penalty: 4094.246338
	Iteration 47Q: 3 clusters Score -300947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -300950.031250 Penalty: 4094.246338
	Iteration 48Q: 3 clusters Score -300950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -300950.937500 Penalty: 4094.246338
	Iteration 49Q: 3 clusters Score -300950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -300951.375000 Penalty: 4094.246338
	Iteration 50Q: 3 clusters Score -300951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -300951.375000 Penalty: 4094.246338
	Iteration 51F: 3 clusters Score -300951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -521101.031250 Penalty: 2209.121338
	Iteration 0F: 2 clusters Score -521101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -515103.593750 Penalty: 4418.242676
	Iteration 0F: 3 clusters Score -515103.6 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -516937.687500 Penalty: 4418.242676
	Iteration 1F: 3 clusters Score -516937.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -517488.406250 Penalty: 4418.242676
	Iteration 2F: 3 clusters Score -517488.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -517982.531250 Penalty: 4418.242676
	Iteration 3F: 3 clusters Score -517982.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -518426.437500 Penalty: 4418.242676
	Iteration 4F: 3 clusters Score -518426.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -518785.468750 Penalty: 4418.242676
	Iteration 5F: 3 clusters Score -518785.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -519058.937500 Penalty: 4418.242676
	Iteration 6Q: 3 clusters Score -519058.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -519267.406250 Penalty: 4418.242676
	Iteration 7Q: 3 clusters Score -519267.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -519399.718750 Penalty: 4418.242676
	Iteration 8Q: 3 clusters Score -519399.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -519501.187500 Penalty: 4418.242676
	Iteration 9Q: 3 clusters Score -519501.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -519579.343750 Penalty: 4418.242676
	Iteration 10Q: 3 clusters Score -519579.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -519640.218750 Penalty: 4418.242676
	Iteration 11Q: 3 clusters Score -519640.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -519683.062500 Penalty: 4418.242676
	Iteration 12Q: 3 clusters Score -519683.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -519710.125000 Penalty: 4418.242676
	Iteration 13Q: 3 clusters Score -519710.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -519728.625000 Penalty: 4418.242676
	Iteration 14Q: 3 clusters Score -519728.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -519741.625000 Penalty: 4418.242676
	Iteration 15Q: 3 clusters Score -519741.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -519757.250000 Penalty: 4418.242676
	Iteration 16Q: 3 clusters Score -519757.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -519773.406250 Penalty: 4418.242676
	Iteration 17Q: 3 clusters Score -519773.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -519794.718750 Penalty: 4418.242676
	Iteration 18Q: 3 clusters Score -519794.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -519813.875000 Penalty: 4418.242676
	Iteration 19Q: 3 clusters Score -519813.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -519835.031250 Penalty: 4418.242676
	Iteration 20F: 3 clusters Score -519835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -519854.812500 Penalty: 4418.242676
	Iteration 21Q: 3 clusters Score -519854.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -519884.781250 Penalty: 4418.242676
	Iteration 22Q: 3 clusters Score -519884.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -519935.500000 Penalty: 4418.242676
	Iteration 23Q: 3 clusters Score -519935.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -519992.125000 Penalty: 4418.242676
	Iteration 24Q: 3 clusters Score -519992.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -520015.343750 Penalty: 4418.242676
	Iteration 25Q: 3 clusters Score -520015.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -520026.437500 Penalty: 4418.242676
	Iteration 26Q: 3 clusters Score -520026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -520030.937500 Penalty: 4418.242676
	Iteration 27Q: 3 clusters Score -520030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -520036.312500 Penalty: 4418.242676
	Iteration 28Q: 3 clusters Score -520036.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -520040.437500 Penalty: 4418.242676
	Iteration 29Q: 3 clusters Score -520040.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -520044.031250 Penalty: 4418.242676
	Iteration 30Q: 3 clusters Score -520044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -520049.875000 Penalty: 4418.242676
	Iteration 31Q: 3 clusters Score -520049.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -520053.000000 Penalty: 4418.242676
	Iteration 32Q: 3 clusters Score -520053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -520060.843750 Penalty: 4418.242676
	Iteration 33Q: 3 clusters Score -520060.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -520069.437500 Penalty: 4418.242676
	Iteration 34Q: 3 clusters Score -520069.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -520078.375000 Penalty: 4418.242676
	Iteration 35Q: 3 clusters Score -520078.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -520085.343750 Penalty: 4418.242676
	Iteration 36Q: 3 clusters Score -520085.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -520092.656250 Penalty: 4418.242676
	Iteration 37Q: 3 clusters Score -520092.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -520095.843750 Penalty: 4418.242676
	Iteration 38Q: 3 clusters Score -520095.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -520101.000000 Penalty: 4418.242676
	Iteration 39Q: 3 clusters Score -520101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -520104.312500 Penalty: 4418.242676
	Iteration 40F: 3 clusters Score -520104.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -520106.375000 Penalty: 4418.242676
	Iteration 41Q: 3 clusters Score -520106.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -520111.187500 Penalty: 4418.242676
	Iteration 42Q: 3 clusters Score -520111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -520110.656250 Penalty: 4418.242676
	Iteration 43Q: 3 clusters Score -520110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -520112.406250 Penalty: 4418.242676
	Iteration 44Q: 3 clusters Score -520112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -520113.281250 Penalty: 4418.242676
	Iteration 45Q: 3 clusters Score -520113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -520113.406250 Penalty: 4418.242676
	Iteration 46Q: 3 clusters Score -520113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -520112.937500 Penalty: 4418.242676
	Iteration 47Q: 3 clusters Score -520112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -520112.937500 Penalty: 4418.242676
	Iteration 48F: 3 clusters Score -520112.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -149325.625000 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -149325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -146688.984375 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -146689 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -147210.828125 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -147210.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -147371.218750 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -147371.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -147452.906250 Penalty: 3813.927979
	Iteration 3Q: 3 clusters Score -147452.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -147528.859375 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -147528.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -147593.359375 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -147593.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -147656.750000 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -147656.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147730.968750 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -147731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -147773.781250 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -147773.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -147812.703125 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -147812.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147853.265625 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -147853.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147892.453125 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -147892.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147924.875000 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -147924.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147952.515625 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -147952.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -147989.765625 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -147989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -148015.281250 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -148015.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -148039.375000 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -148039.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148075.734375 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -148075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148107.921875 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -148107.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148152.328125 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -148152.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -148203.484375 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -148203.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -148242.062500 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -148242.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -148275.671875 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -148275.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -148302.359375 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -148302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -148314.265625 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -148314.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -148320.984375 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -148321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -148327.546875 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -148327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -148333.093750 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -148333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -148336.437500 Penalty: 3813.927979
	Iteration 28Q: 3 clusters Score -148336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -148341.562500 Penalty: 3813.927979
	Iteration 29Q: 3 clusters Score -148341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -148350.500000 Penalty: 3813.927979
	Iteration 30Q: 3 clusters Score -148350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -148357.437500 Penalty: 3813.927979
	Iteration 31Q: 3 clusters Score -148357.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -148363.109375 Penalty: 3813.927979
	Iteration 32Q: 3 clusters Score -148363.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -148374.203125 Penalty: 3813.927979
	Iteration 33Q: 3 clusters Score -148374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -148385.406250 Penalty: 3813.927979
	Iteration 34Q: 3 clusters Score -148385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -148395.875000 Penalty: 3813.927979
	Iteration 35Q: 3 clusters Score -148395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -148407.078125 Penalty: 3813.927979
	Iteration 36Q: 3 clusters Score -148407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -148421.312500 Penalty: 3813.927979
	Iteration 37Q: 3 clusters Score -148421.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -148441.171875 Penalty: 3813.927979
	Iteration 38Q: 3 clusters Score -148441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -148468.859375 Penalty: 3813.927979
	Iteration 39Q: 3 clusters Score -148468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -148476.109375 Penalty: 3813.927979
	Iteration 40F: 3 clusters Score -148476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -148482.031250 Penalty: 3813.927979
	Iteration 41Q: 3 clusters Score -148482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148487.828125 Penalty: 3813.927979
	Iteration 42Q: 3 clusters Score -148487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -148491.093750 Penalty: 3813.927979
	Iteration 43Q: 3 clusters Score -148491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -148492.000000 Penalty: 3813.927979
	Iteration 44Q: 3 clusters Score -148492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148492.390625 Penalty: 3813.927979
	Iteration 45Q: 3 clusters Score -148492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -148493.343750 Penalty: 3813.927979
	Iteration 46Q: 3 clusters Score -148493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148494.609375 Penalty: 3813.927979
	Iteration 47Q: 3 clusters Score -148494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148495.328125 Penalty: 3813.927979
	Iteration 48Q: 3 clusters Score -148495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148495.328125 Penalty: 3813.927979
	Iteration 49F: 3 clusters Score -148495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -243232.406250 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -243232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -239838.546875 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -239838.5 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -240508.156250 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -240508.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -240688.296875 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -240688.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -240790.078125 Penalty: 3992.040527
	Iteration 3Q: 3 clusters Score -240790.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -240851.593750 Penalty: 3992.040527
	Iteration 4Q: 3 clusters Score -240851.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -240893.031250 Penalty: 3992.040527
	Iteration 5Q: 3 clusters Score -240893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -240922.171875 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -240922.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -240943.281250 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -240943.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -240966.218750 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -240966.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -240978.390625 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -240978.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -240991.312500 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -240991.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -241003.656250 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -241003.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -241015.296875 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -241015.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -241026.015625 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -241026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -241032.578125 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -241032.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -241037.562500 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -241037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -241043.468750 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -241043.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -241045.906250 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -241045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -241046.828125 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -241046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -241049.062500 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -241049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -241051.000000 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -241051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -241051.703125 Penalty: 3992.040527
	Iteration 21Q: 3 clusters Score -241051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -241051.687500 Penalty: 3992.040527
	Iteration 22Q: 3 clusters Score -241051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -241051.687500 Penalty: 3992.040527
	Iteration 23F: 3 clusters Score -241051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -245954.203125 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -245954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -242653.859375 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -242653.9 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -243312.109375 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -243312.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -243431.296875 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -243431.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -243499.984375 Penalty: 3986.140381
	Iteration 3Q: 3 clusters Score -243500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -243548.781250 Penalty: 3986.140381
	Iteration 4Q: 3 clusters Score -243548.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -243580.546875 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -243580.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -243610.156250 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -243610.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -243639.093750 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -243639.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -243662.328125 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -243662.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -243686.281250 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -243686.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -243710.406250 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -243710.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -243737.468750 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -243737.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -243766.531250 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -243766.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -243791.437500 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -243791.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -243815.718750 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -243815.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -243838.390625 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -243838.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -243862.359375 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -243862.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -243879.921875 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -243879.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -243899.156250 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -243899.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -243919.609375 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -243919.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -243932.640625 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -243932.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -243946.375000 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -243946.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -243963.109375 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -243963.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -243981.609375 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -243981.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -243995.265625 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -243995.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -244006.562500 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -244006.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -244017.015625 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -244017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -244023.343750 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -244023.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -244031.203125 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -244031.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -244038.937500 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -244038.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -244044.375000 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -244044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -244053.359375 Penalty: 3986.140381
	Iteration 31Q: 3 clusters Score -244053.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -244066.890625 Penalty: 3986.140381
	Iteration 32Q: 3 clusters Score -244066.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -244074.578125 Penalty: 3986.140381
	Iteration 33Q: 3 clusters Score -244074.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -244080.109375 Penalty: 3986.140381
	Iteration 34Q: 3 clusters Score -244080.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -244085.828125 Penalty: 3986.140381
	Iteration 35Q: 3 clusters Score -244085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -244093.515625 Penalty: 3986.140381
	Iteration 36Q: 3 clusters Score -244093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -244099.531250 Penalty: 3986.140381
	Iteration 37Q: 3 clusters Score -244099.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -244108.687500 Penalty: 3986.140381
	Iteration 38Q: 3 clusters Score -244108.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -244120.937500 Penalty: 3986.140381
	Iteration 39Q: 3 clusters Score -244120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -244129.484375 Penalty: 3986.140381
	Iteration 40F: 3 clusters Score -244129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -244142.328125 Penalty: 3986.140381
	Iteration 41Q: 3 clusters Score -244142.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -244155.187500 Penalty: 3986.140381
	Iteration 42Q: 3 clusters Score -244155.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -244169.796875 Penalty: 3986.140381
	Iteration 43Q: 3 clusters Score -244169.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -244184.812500 Penalty: 3986.140381
	Iteration 44Q: 3 clusters Score -244184.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -244201.859375 Penalty: 3986.140381
	Iteration 45Q: 3 clusters Score -244201.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -244222.593750 Penalty: 3986.140381
	Iteration 46Q: 3 clusters Score -244222.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -244242.890625 Penalty: 3986.140381
	Iteration 47Q: 3 clusters Score -244242.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -244266.406250 Penalty: 3986.140381
	Iteration 48Q: 3 clusters Score -244266.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -244287.546875 Penalty: 3986.140381
	Iteration 49Q: 3 clusters Score -244287.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -244318.515625 Penalty: 3986.140381
	Iteration 50Q: 3 clusters Score -244318.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -244346.718750 Penalty: 3986.140381
	Iteration 51Q: 3 clusters Score -244346.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -244373.796875 Penalty: 3986.140381
	Iteration 52Q: 3 clusters Score -244373.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -244401.265625 Penalty: 3986.140381
	Iteration 53Q: 3 clusters Score -244401.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -244421.468750 Penalty: 3986.140381
	Iteration 54Q: 3 clusters Score -244421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -244437.531250 Penalty: 3986.140381
	Iteration 55Q: 3 clusters Score -244437.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -244452.625000 Penalty: 3986.140381
	Iteration 56Q: 3 clusters Score -244452.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -244470.968750 Penalty: 3986.140381
	Iteration 57Q: 3 clusters Score -244471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -244480.109375 Penalty: 3986.140381
	Iteration 58Q: 3 clusters Score -244480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -244489.031250 Penalty: 3986.140381
	Iteration 59Q: 3 clusters Score -244489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -244493.859375 Penalty: 3986.140381
	Iteration 60F: 3 clusters Score -244493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -244497.484375 Penalty: 3986.140381
	Iteration 61Q: 3 clusters Score -244497.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -244501.718750 Penalty: 3986.140381
	Iteration 62Q: 3 clusters Score -244501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -244503.375000 Penalty: 3986.140381
	Iteration 63Q: 3 clusters Score -244503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -244506.468750 Penalty: 3986.140381
	Iteration 64Q: 3 clusters Score -244506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -244508.140625 Penalty: 3986.140381
	Iteration 65Q: 3 clusters Score -244508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -244508.671875 Penalty: 3986.140381
	Iteration 66Q: 3 clusters Score -244508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -244509.000000 Penalty: 3986.140381
	Iteration 67Q: 3 clusters Score -244509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -244509.000000 Penalty: 3986.140381
	Iteration 68F: 3 clusters Score -244509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -125417.460938 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -125417.5 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 722 members 
Entering Unmasked Estep 
Score: -123245.226562 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -123245.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123697.679688 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -123697.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -123886.421875 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -123886.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -123968.945312 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -123968.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -124017.890625 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -124017.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -124072.359375 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -124072.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -124117.656250 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -124117.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -124167.101562 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -124167.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -124210.570312 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -124210.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -124267.726562 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -124267.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -124332.429688 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -124332.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -124419.289062 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -124419.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -124474.992188 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -124475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -124522.070312 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -124522.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -124595.406250 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -124595.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -124656.843750 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -124656.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124702.382812 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -124702.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -124739.531250 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -124739.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124782.609375 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -124782.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124810.210938 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -124810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124825.398438 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -124825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -124844.679688 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -124844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -124858.390625 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -124858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124874.687500 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -124874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -124883.750000 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -124883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -124887.695312 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -124887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124888.757812 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -124888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124889.070312 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -124889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124889.593750 Penalty: 3591.362305
	Iteration 28Q: 3 clusters Score -124889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124889.796875 Penalty: 3591.362305
	Iteration 29Q: 3 clusters Score -124889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124889.796875 Penalty: 3591.362305
	Iteration 30F: 3 clusters Score -124889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -75370.468750 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -75370.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73247.296875 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -73247.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73587.320312 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -73587.32 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73748.890625 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -73748.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73868.445312 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -73868.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -73980.523438 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -73980.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -74085.179688 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -74085.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74152.140625 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -74152.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74235.000000 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -74235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74277.695312 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -74277.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74322.000000 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -74322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74369.812500 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -74369.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -74406.601562 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -74406.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74438.804688 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -74438.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74463.007812 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -74463.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -74474.867188 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -74474.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74483.726562 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -74483.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74487.562500 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -74487.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -74490.718750 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -74490.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74492.492188 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -74492.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74493.710938 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -74493.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74493.710938 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -74493.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -445210.187500 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -445210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -440394.687500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -440394.7 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -441701.656250 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -441701.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -441987.500000 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -441987.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -442184.562500 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -442184.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -442331.250000 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -442331.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -442436.093750 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -442436.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -442505.781250 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -442505.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -442574.125000 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -442574.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -442630.750000 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -442630.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -442671.312500 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -442671.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -442706.968750 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -442707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -442736.500000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -442736.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -442753.500000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -442753.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -442763.406250 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -442763.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -442772.750000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -442772.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -442784.812500 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -442784.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -442803.531250 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -442803.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -442820.437500 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -442820.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -442832.187500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -442832.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -442845.781250 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -442845.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -442862.000000 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -442862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -442871.906250 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -442871.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -442879.718750 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -442879.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -442888.593750 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -442888.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -442894.312500 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -442894.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -442898.500000 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -442898.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -442903.312500 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -442903.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -442906.062500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -442906.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -442910.937500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -442910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -442912.156250 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -442912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -442914.531250 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -442914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -442915.437500 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -442915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -442918.156250 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -442918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -442923.593750 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -442923.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -442928.625000 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -442928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -442934.187500 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -442934.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -442946.125000 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -442946.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -442958.593750 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -442958.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -442965.750000 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -442965.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -442974.718750 Penalty: 4286.200195
	Iteration 39Q: 3 clusters Score -442974.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -442981.156250 Penalty: 4286.200195
	Iteration 40F: 3 clusters Score -442981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -442985.750000 Penalty: 4286.200195
	Iteration 41Q: 3 clusters Score -442985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -442989.187500 Penalty: 4286.200195
	Iteration 42Q: 3 clusters Score -442989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -442992.406250 Penalty: 4286.200195
	Iteration 43Q: 3 clusters Score -442992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442995.781250 Penalty: 4286.200195
	Iteration 44Q: 3 clusters Score -442995.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -442998.156250 Penalty: 4286.200195
	Iteration 45Q: 3 clusters Score -442998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -443001.312500 Penalty: 4286.200195
	Iteration 46Q: 3 clusters Score -443001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -443003.062500 Penalty: 4286.200195
	Iteration 47Q: 3 clusters Score -443003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -443006.062500 Penalty: 4286.200195
	Iteration 48Q: 3 clusters Score -443006.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -443008.843750 Penalty: 4286.200195
	Iteration 49Q: 3 clusters Score -443008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -443010.750000 Penalty: 4286.200195
	Iteration 50Q: 3 clusters Score -443010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -443012.500000 Penalty: 4286.200195
	Iteration 51Q: 3 clusters Score -443012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -443013.593750 Penalty: 4286.200195
	Iteration 52Q: 3 clusters Score -443013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -443014.375000 Penalty: 4286.200195
	Iteration 53Q: 3 clusters Score -443014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -443013.812500 Penalty: 4286.200195
	Iteration 54Q: 3 clusters Score -443013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -443013.812500 Penalty: 4286.200195
	Iteration 55F: 3 clusters Score -443013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -229136.187500 Penalty: 1948.751221
	Iteration 0F: 2 clusters Score -229136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -226117.109375 Penalty: 3897.502441
	Iteration 0F: 3 clusters Score -226117.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -226752.796875 Penalty: 3897.502441
	Iteration 1F: 3 clusters Score -226752.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -226920.328125 Penalty: 3897.502441
	Iteration 2F: 3 clusters Score -226920.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -227027.390625 Penalty: 3897.502441
	Iteration 3Q: 3 clusters Score -227027.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -227107.328125 Penalty: 3897.502441
	Iteration 4Q: 3 clusters Score -227107.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -227177.421875 Penalty: 3897.502441
	Iteration 5Q: 3 clusters Score -227177.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -227239.421875 Penalty: 3897.502441
	Iteration 6Q: 3 clusters Score -227239.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -227303.078125 Penalty: 3897.502441
	Iteration 7Q: 3 clusters Score -227303.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -227367.468750 Penalty: 3897.502441
	Iteration 8Q: 3 clusters Score -227367.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -227425.453125 Penalty: 3897.502441
	Iteration 9Q: 3 clusters Score -227425.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -227465.796875 Penalty: 3897.502441
	Iteration 10Q: 3 clusters Score -227465.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -227503.140625 Penalty: 3897.502441
	Iteration 11Q: 3 clusters Score -227503.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -227533.515625 Penalty: 3897.502441
	Iteration 12Q: 3 clusters Score -227533.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -227546.875000 Penalty: 3897.502441
	Iteration 13Q: 3 clusters Score -227546.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -227557.140625 Penalty: 3897.502441
	Iteration 14Q: 3 clusters Score -227557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -227561.109375 Penalty: 3897.502441
	Iteration 15Q: 3 clusters Score -227561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -227564.125000 Penalty: 3897.502441
	Iteration 16Q: 3 clusters Score -227564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -227566.921875 Penalty: 3897.502441
	Iteration 17Q: 3 clusters Score -227566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -227569.781250 Penalty: 3897.502441
	Iteration 18Q: 3 clusters Score -227569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -227571.593750 Penalty: 3897.502441
	Iteration 19Q: 3 clusters Score -227571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227575.187500 Penalty: 3897.502441
	Iteration 20F: 3 clusters Score -227575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227578.109375 Penalty: 3897.502441
	Iteration 21Q: 3 clusters Score -227578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -227579.468750 Penalty: 3897.502441
	Iteration 22Q: 3 clusters Score -227579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -227581.578125 Penalty: 3897.502441
	Iteration 23Q: 3 clusters Score -227581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -227585.015625 Penalty: 3897.502441
	Iteration 24Q: 3 clusters Score -227585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -227587.937500 Penalty: 3897.502441
	Iteration 25Q: 3 clusters Score -227587.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -227591.328125 Penalty: 3897.502441
	Iteration 26Q: 3 clusters Score -227591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -227594.609375 Penalty: 3897.502441
	Iteration 27Q: 3 clusters Score -227594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -227595.843750 Penalty: 3897.502441
	Iteration 28Q: 3 clusters Score -227595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -227604.375000 Penalty: 3897.502441
	Iteration 29Q: 3 clusters Score -227604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -227606.984375 Penalty: 3897.502441
	Iteration 30Q: 3 clusters Score -227607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -227608.500000 Penalty: 3897.502441
	Iteration 31Q: 3 clusters Score -227608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -227609.484375 Penalty: 3897.502441
	Iteration 32Q: 3 clusters Score -227609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -227610.734375 Penalty: 3897.502441
	Iteration 33Q: 3 clusters Score -227610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227611.156250 Penalty: 3897.502441
	Iteration 34Q: 3 clusters Score -227611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -227611.156250 Penalty: 3897.502441
	Iteration 35F: 3 clusters Score -227611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -606610.250000 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -606610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -600538.125000 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -600538.1 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -602308.312500 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -602308.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -602617.750000 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -602617.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -602863.250000 Penalty: 4425.108887
	Iteration 3F: 3 clusters Score -602863.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -603155.625000 Penalty: 4425.108887
	Iteration 4F: 3 clusters Score -603155.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -603480.750000 Penalty: 4425.108887
	Iteration 5F: 3 clusters Score -603480.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -603748.625000 Penalty: 4425.108887
	Iteration 6F: 3 clusters Score -603748.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -603980.375000 Penalty: 4425.108887
	Iteration 7Q: 3 clusters Score -603980.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -604165.250000 Penalty: 4425.108887
	Iteration 8Q: 3 clusters Score -604165.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -604301.062500 Penalty: 4425.108887
	Iteration 9Q: 3 clusters Score -604301.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -604412.187500 Penalty: 4425.108887
	Iteration 10Q: 3 clusters Score -604412.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -604500.875000 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -604500.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -604558.250000 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -604558.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -604600.500000 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -604600.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -604623.562500 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -604623.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -604638.437500 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -604638.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -604649.375000 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -604649.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -604662.000000 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -604662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -604670.062500 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -604670.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -604675.875000 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -604675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -604677.750000 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -604677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -604680.750000 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -604680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -604684.437500 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -604684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -604686.375000 Penalty: 4425.108887
	Iteration 23Q: 3 clusters Score -604686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -604688.000000 Penalty: 4425.108887
	Iteration 24Q: 3 clusters Score -604688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -604690.750000 Penalty: 4425.108887
	Iteration 25Q: 3 clusters Score -604690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -604695.000000 Penalty: 4425.108887
	Iteration 26Q: 3 clusters Score -604695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -604695.812500 Penalty: 4425.108887
	Iteration 27Q: 3 clusters Score -604695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -604697.500000 Penalty: 4425.108887
	Iteration 28Q: 3 clusters Score -604697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -604698.375000 Penalty: 4425.108887
	Iteration 29Q: 3 clusters Score -604698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -604699.375000 Penalty: 4425.108887
	Iteration 30Q: 3 clusters Score -604699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -604700.812500 Penalty: 4425.108887
	Iteration 31Q: 3 clusters Score -604700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -604701.750000 Penalty: 4425.108887
	Iteration 32Q: 3 clusters Score -604701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -604701.625000 Penalty: 4425.108887
	Iteration 33Q: 3 clusters Score -604701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -604702.062500 Penalty: 4425.108887
	Iteration 34Q: 3 clusters Score -604702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -604702.062500 Penalty: 4425.108887
	Iteration 35F: 3 clusters Score -604702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -210763.718750 Penalty: 1961.371216
	Iteration 0F: 2 clusters Score -210763.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -207658.171875 Penalty: 3922.742432
	Iteration 0F: 3 clusters Score -207658.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -208272.296875 Penalty: 3922.742432
	Iteration 1F: 3 clusters Score -208272.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -208445.437500 Penalty: 3922.742432
	Iteration 2F: 3 clusters Score -208445.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -208548.656250 Penalty: 3922.742432
	Iteration 3Q: 3 clusters Score -208548.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -208622.125000 Penalty: 3922.742432
	Iteration 4Q: 3 clusters Score -208622.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -208692.109375 Penalty: 3922.742432
	Iteration 5Q: 3 clusters Score -208692.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -208749.015625 Penalty: 3922.742432
	Iteration 6Q: 3 clusters Score -208749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -208792.046875 Penalty: 3922.742432
	Iteration 7Q: 3 clusters Score -208792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -208820.890625 Penalty: 3922.742432
	Iteration 8Q: 3 clusters Score -208820.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -208835.875000 Penalty: 3922.742432
	Iteration 9Q: 3 clusters Score -208835.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -208854.437500 Penalty: 3922.742432
	Iteration 10Q: 3 clusters Score -208854.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -208875.531250 Penalty: 3922.742432
	Iteration 11Q: 3 clusters Score -208875.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -208909.531250 Penalty: 3922.742432
	Iteration 12Q: 3 clusters Score -208909.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -208938.375000 Penalty: 3922.742432
	Iteration 13Q: 3 clusters Score -208938.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -208963.937500 Penalty: 3922.742432
	Iteration 14Q: 3 clusters Score -208963.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -208982.609375 Penalty: 3922.742432
	Iteration 15Q: 3 clusters Score -208982.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -209003.156250 Penalty: 3922.742432
	Iteration 16Q: 3 clusters Score -209003.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -209033.875000 Penalty: 3922.742432
	Iteration 17Q: 3 clusters Score -209033.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -209057.468750 Penalty: 3922.742432
	Iteration 18Q: 3 clusters Score -209057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -209071.656250 Penalty: 3922.742432
	Iteration 19Q: 3 clusters Score -209071.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -209086.359375 Penalty: 3922.742432
	Iteration 20F: 3 clusters Score -209086.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -209100.921875 Penalty: 3922.742432
	Iteration 21Q: 3 clusters Score -209100.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -209114.171875 Penalty: 3922.742432
	Iteration 22Q: 3 clusters Score -209114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -209129.921875 Penalty: 3922.742432
	Iteration 23Q: 3 clusters Score -209129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -209144.062500 Penalty: 3922.742432
	Iteration 24Q: 3 clusters Score -209144.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -209161.703125 Penalty: 3922.742432
	Iteration 25Q: 3 clusters Score -209161.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -209176.312500 Penalty: 3922.742432
	Iteration 26Q: 3 clusters Score -209176.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -209193.125000 Penalty: 3922.742432
	Iteration 27Q: 3 clusters Score -209193.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -209216.781250 Penalty: 3922.742432
	Iteration 28Q: 3 clusters Score -209216.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -209249.140625 Penalty: 3922.742432
	Iteration 29Q: 3 clusters Score -209249.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -209295.734375 Penalty: 3922.742432
	Iteration 30Q: 3 clusters Score -209295.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -209350.203125 Penalty: 3922.742432
	Iteration 31Q: 3 clusters Score -209350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -209416.343750 Penalty: 3922.742432
	Iteration 32Q: 3 clusters Score -209416.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -209486.312500 Penalty: 3922.742432
	Iteration 33Q: 3 clusters Score -209486.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -209554.343750 Penalty: 3922.742432
	Iteration 34Q: 3 clusters Score -209554.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -209609.312500 Penalty: 3922.742432
	Iteration 35Q: 3 clusters Score -209609.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -209661.359375 Penalty: 3922.742432
	Iteration 36Q: 3 clusters Score -209661.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -209713.468750 Penalty: 3922.742432
	Iteration 37Q: 3 clusters Score -209713.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209736.984375 Penalty: 3922.742432
	Iteration 38Q: 3 clusters Score -209737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209756.453125 Penalty: 3922.742432
	Iteration 39Q: 3 clusters Score -209756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -209764.687500 Penalty: 3922.742432
	Iteration 40F: 3 clusters Score -209764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209770.390625 Penalty: 3922.742432
	Iteration 41Q: 3 clusters Score -209770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209772.984375 Penalty: 3922.742432
	Iteration 42Q: 3 clusters Score -209773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209775.437500 Penalty: 3922.742432
	Iteration 43Q: 3 clusters Score -209775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -209775.703125 Penalty: 3922.742432
	Iteration 44Q: 3 clusters Score -209775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -209776.359375 Penalty: 3922.742432
	Iteration 45Q: 3 clusters Score -209776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209776.703125 Penalty: 3922.742432
	Iteration 46Q: 3 clusters Score -209776.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209776.703125 Penalty: 3922.742432
	Iteration 47F: 3 clusters Score -209776.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -207176.390625 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -207176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -204002.609375 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -204002.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -204610.656250 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -204610.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -204763.531250 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -204763.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -204843.656250 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -204843.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -204903.968750 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -204904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -204956.015625 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -204956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -204991.421875 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -204991.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -205024.250000 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -205024.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -205067.812500 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -205067.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -205126.718750 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -205126.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -205180.781250 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -205180.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -205236.562500 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -205236.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -205296.890625 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -205296.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205365.734375 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -205365.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -205447.046875 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -205447 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -205543.500000 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -205543.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -205607.765625 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -205607.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -205655.734375 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -205655.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -205704.359375 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -205704.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -205743.046875 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -205743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -205780.859375 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -205780.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -205816.125000 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -205816.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -205844.468750 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -205844.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -205867.437500 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -205867.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -205893.812500 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -205893.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -205926.062500 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -205926.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -205958.484375 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -205958.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -205978.812500 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -205978.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -205996.187500 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -205996.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -206006.031250 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -206006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -206013.656250 Penalty: 3942.924316
	Iteration 30Q: 3 clusters Score -206013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -206019.671875 Penalty: 3942.924316
	Iteration 31Q: 3 clusters Score -206019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -206022.562500 Penalty: 3942.924316
	Iteration 32Q: 3 clusters Score -206022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -206024.140625 Penalty: 3942.924316
	Iteration 33Q: 3 clusters Score -206024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -206025.500000 Penalty: 3942.924316
	Iteration 34Q: 3 clusters Score -206025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -206027.078125 Penalty: 3942.924316
	Iteration 35Q: 3 clusters Score -206027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -206028.515625 Penalty: 3942.924316
	Iteration 36Q: 3 clusters Score -206028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -206028.265625 Penalty: 3942.924316
	Iteration 37Q: 3 clusters Score -206028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -206028.765625 Penalty: 3942.924316
	Iteration 38Q: 3 clusters Score -206028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -206029.421875 Penalty: 3942.924316
	Iteration 39Q: 3 clusters Score -206029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -206030.015625 Penalty: 3942.924316
	Iteration 40F: 3 clusters Score -206030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -46024.007812 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -46024.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44499.078125 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -44499.08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44842.636719 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -44842.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45216.472656 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -45216.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45488.718750 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -45488.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45724.347656 Penalty: 3220.901855
	Iteration 4F: 3 clusters Score -45724.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45863.648438 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -45863.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45914.378906 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -45914.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45933.609375 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -45933.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45935.652344 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -45935.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45937.667969 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -45937.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45937.667969 Penalty: 3220.901855
	Iteration 10F: 3 clusters Score -45937.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -520935.812500 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -520935.8 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 2726 members 
Entering Unmasked Estep 
Score: -516137.281250 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -516137.3 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -517407.843750 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -517407.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -517672.937500 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -517672.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -517816.500000 Penalty: 4268.090332
	Iteration 3F: 3 clusters Score -517816.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -517915.687500 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -517915.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -517981.312500 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -517981.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -518044.468750 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -518044.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -518089.937500 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -518089.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -518125.125000 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -518125.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -518162.593750 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -518162.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -518192.250000 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -518192.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -518220.781250 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -518220.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -518246.187500 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -518246.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -518269.375000 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -518269.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -518287.281250 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -518287.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -518300.750000 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -518300.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -518319.562500 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -518319.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -518333.531250 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -518333.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -518349.031250 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -518349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -518365.281250 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -518365.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -518378.218750 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -518378.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -518397.500000 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -518397.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -518413.562500 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -518413.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -518429.750000 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -518429.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -518451.187500 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -518451.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -518472.875000 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -518472.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -518500.718750 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -518500.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -518527.343750 Penalty: 4268.090332
	Iteration 27Q: 3 clusters Score -518527.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -518546.625000 Penalty: 4268.090332
	Iteration 28Q: 3 clusters Score -518546.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -518570.031250 Penalty: 4268.090332
	Iteration 29Q: 3 clusters Score -518570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -518590.250000 Penalty: 4268.090332
	Iteration 30Q: 3 clusters Score -518590.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -518609.156250 Penalty: 4268.090332
	Iteration 31Q: 3 clusters Score -518609.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -518630.000000 Penalty: 4268.090332
	Iteration 32Q: 3 clusters Score -518630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -518645.093750 Penalty: 4268.090332
	Iteration 33Q: 3 clusters Score -518645.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -518657.437500 Penalty: 4268.090332
	Iteration 34Q: 3 clusters Score -518657.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -518672.718750 Penalty: 4268.090332
	Iteration 35Q: 3 clusters Score -518672.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -518691.343750 Penalty: 4268.090332
	Iteration 36Q: 3 clusters Score -518691.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -518709.000000 Penalty: 4268.090332
	Iteration 37Q: 3 clusters Score -518709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -518735.937500 Penalty: 4268.090332
	Iteration 38Q: 3 clusters Score -518735.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -518768.062500 Penalty: 4268.090332
	Iteration 39Q: 3 clusters Score -518768.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -518796.437500 Penalty: 4268.090332
	Iteration 40F: 3 clusters Score -518796.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -518820.468750 Penalty: 4268.090332
	Iteration 41Q: 3 clusters Score -518820.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -518854.843750 Penalty: 4268.090332
	Iteration 42Q: 3 clusters Score -518854.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -518890.156250 Penalty: 4268.090332
	Iteration 43Q: 3 clusters Score -518890.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -518920.968750 Penalty: 4268.090332
	Iteration 44Q: 3 clusters Score -518921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -518949.031250 Penalty: 4268.090332
	Iteration 45Q: 3 clusters Score -518949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -518975.187500 Penalty: 4268.090332
	Iteration 46Q: 3 clusters Score -518975.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -518993.000000 Penalty: 4268.090332
	Iteration 47Q: 3 clusters Score -518993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -519011.156250 Penalty: 4268.090332
	Iteration 48Q: 3 clusters Score -519011.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -519022.718750 Penalty: 4268.090332
	Iteration 49Q: 3 clusters Score -519022.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -519033.281250 Penalty: 4268.090332
	Iteration 50Q: 3 clusters Score -519033.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -519042.343750 Penalty: 4268.090332
	Iteration 51Q: 3 clusters Score -519042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -519045.281250 Penalty: 4268.090332
	Iteration 52Q: 3 clusters Score -519045.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -519048.031250 Penalty: 4268.090332
	Iteration 53Q: 3 clusters Score -519048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -519052.593750 Penalty: 4268.090332
	Iteration 54Q: 3 clusters Score -519052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -519055.468750 Penalty: 4268.090332
	Iteration 55Q: 3 clusters Score -519055.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -519061.687500 Penalty: 4268.090332
	Iteration 56Q: 3 clusters Score -519061.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -519070.000000 Penalty: 4268.090332
	Iteration 57Q: 3 clusters Score -519070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -519080.375000 Penalty: 4268.090332
	Iteration 58Q: 3 clusters Score -519080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -519081.687500 Penalty: 4268.090332
	Iteration 59Q: 3 clusters Score -519081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -519081.656250 Penalty: 4268.090332
	Iteration 60F: 3 clusters Score -519081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -519084.343750 Penalty: 4268.090332
	Iteration 61Q: 3 clusters Score -519084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -519090.656250 Penalty: 4268.090332
	Iteration 62Q: 3 clusters Score -519090.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -519093.625000 Penalty: 4268.090332
	Iteration 63Q: 3 clusters Score -519093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -519094.031250 Penalty: 4268.090332
	Iteration 64Q: 3 clusters Score -519094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -519095.156250 Penalty: 4268.090332
	Iteration 65Q: 3 clusters Score -519095.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -519095.156250 Penalty: 4268.090332
	Iteration 66F: 3 clusters Score -519095.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -142672.562500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -142672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140134.031250 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -140134 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140593.828125 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -140593.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140718.593750 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -140718.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140796.625000 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -140796.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -140862.734375 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -140862.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -140901.656250 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -140901.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -140930.109375 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -140930.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -140965.187500 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -140965.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -141000.781250 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -141000.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -141028.750000 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -141028.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -141055.640625 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -141055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -141071.734375 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -141071.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -141080.562500 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -141080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -141082.593750 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -141082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -141085.515625 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -141085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -141089.296875 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -141089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -141094.109375 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -141094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -141106.296875 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -141106.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -141113.968750 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -141114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -141119.687500 Penalty: 3734.052490
	Iteration 19Q: 3 clusters Score -141119.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -141128.843750 Penalty: 3734.052490
	Iteration 20F: 3 clusters Score -141128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -141133.812500 Penalty: 3734.052490
	Iteration 21Q: 3 clusters Score -141133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -141138.671875 Penalty: 3734.052490
	Iteration 22Q: 3 clusters Score -141138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -141139.890625 Penalty: 3734.052490
	Iteration 23Q: 3 clusters Score -141139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141141.125000 Penalty: 3734.052490
	Iteration 24Q: 3 clusters Score -141141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -141141.531250 Penalty: 3734.052490
	Iteration 25Q: 3 clusters Score -141141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -141142.203125 Penalty: 3734.052490
	Iteration 26Q: 3 clusters Score -141142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -141143.187500 Penalty: 3734.052490
	Iteration 27Q: 3 clusters Score -141143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -141143.187500 Penalty: 3734.052490
	Iteration 28F: 3 clusters Score -141143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17888 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122404 members 
Mstep: Class 12 contains 50375 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 33380 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 161455 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43821 members 
Mstep: Class 33 contains 5544 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12672 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38568 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7072 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4431 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811408.000000 Penalty: 256978.921875
Iteration 199Q: 73 clusters Score -1.508114e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17835 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122399 members 
Mstep: Class 12 contains 50346 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 33379 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5569 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 161459 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43831 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12675 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38582 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7128 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4430 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811168.000000 Penalty: 256978.921875
Iteration 200F: 73 clusters Score -1.508112e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122397 members 
Mstep: Class 12 contains 50322 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 33379 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5573 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7656 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15927 members 
Mstep: Class 28 contains 161462 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43832 members 
Mstep: Class 33 contains 5545 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12676 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38602 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7195 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4429 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2187 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1213 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811168.000000 Penalty: 256978.921875
Iteration 201Q: 73 clusters Score -1.508112e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17713 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122395 members 
Mstep: Class 12 contains 50300 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18455 members 
Mstep: Class 16 contains 33382 members 
Mstep: Class 17 contains 127433 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5574 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 161463 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43830 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12677 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38617 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11841 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7266 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4429 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2721 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811136.000000 Penalty: 256978.921875
Iteration 202Q: 73 clusters Score -1.508111e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17659 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122398 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18455 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 127438 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 5575 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7652 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15920 members 
Mstep: Class 28 contains 161464 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43830 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4164 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12676 members 
Mstep: Class 44 contains 2222 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38623 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11839 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7347 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4429 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2722 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811168.000000 Penalty: 256978.921875
Iteration 203Q: 73 clusters Score -1.508112e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17616 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122395 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18457 members 
Mstep: Class 16 contains 33383 members 
Mstep: Class 17 contains 127437 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5577 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7640 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15918 members 
Mstep: Class 28 contains 161467 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43834 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4165 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12677 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11839 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7410 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4430 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2723 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811136.000000 Penalty: 256978.921875
Iteration 204Q: 73 clusters Score -1.508111e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3632 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17576 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122392 members 
Mstep: Class 12 contains 50226 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18455 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 127439 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 23 contains 7630 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15911 members 
Mstep: Class 28 contains 161471 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43840 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4165 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12677 members 
Mstep: Class 44 contains 2223 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38630 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11839 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7472 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4430 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2186 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2724 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811376.000000 Penalty: 256978.921875
Iteration 205Q: 73 clusters Score -1.508114e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17543 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122390 members 
Mstep: Class 12 contains 50214 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 33379 members 
Mstep: Class 17 contains 127442 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5585 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7621 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 161469 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43835 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4166 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12677 members 
Mstep: Class 44 contains 2224 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38646 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11839 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7518 members 
Mstep: Class 54 contains 7359 members 
Mstep: Class 55 contains 4426 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2725 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811488.000000 Penalty: 256978.921875
Iteration 206Q: 73 clusters Score -1.508115e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17512 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122390 members 
Mstep: Class 12 contains 50204 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 33376 members 
Mstep: Class 17 contains 127440 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15909 members 
Mstep: Class 28 contains 161466 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43836 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5985 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4166 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12676 members 
Mstep: Class 44 contains 2224 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38664 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11839 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7551 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4422 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5662 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2725 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811664.000000 Penalty: 256978.921875
Iteration 207Q: 73 clusters Score -1.508117e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17487 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122390 members 
Mstep: Class 12 contains 50189 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 33375 members 
Mstep: Class 17 contains 127439 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5602 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15908 members 
Mstep: Class 28 contains 161462 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43833 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4166 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12677 members 
Mstep: Class 44 contains 2224 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38674 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11838 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7597 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4423 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2726 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811664.000000 Penalty: 256978.921875
Iteration 208Q: 73 clusters Score -1.508117e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17480 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122386 members 
Mstep: Class 12 contains 50165 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 33376 members 
Mstep: Class 17 contains 127431 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5602 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7589 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15916 members 
Mstep: Class 28 contains 161467 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43834 members 
Mstep: Class 33 contains 5546 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4166 members 
Mstep: Class 42 contains 99679 members 
Mstep: Class 43 contains 12678 members 
Mstep: Class 44 contains 2224 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38672 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11837 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7637 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811648.000000 Penalty: 256978.921875
Iteration 209Q: 73 clusters Score -1.508116e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17461 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122386 members 
Mstep: Class 12 contains 50152 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 33377 members 
Mstep: Class 17 contains 127424 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5607 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7575 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15911 members 
Mstep: Class 28 contains 161470 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43833 members 
Mstep: Class 33 contains 5547 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5048 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4167 members 
Mstep: Class 42 contains 99680 members 
Mstep: Class 43 contains 12678 members 
Mstep: Class 44 contains 2225 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38672 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7683 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811696.000000 Penalty: 256978.921875
Iteration 210Q: 73 clusters Score -1.508117e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17445 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122388 members 
Mstep: Class 12 contains 50141 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18454 members 
Mstep: Class 16 contains 33375 members 
Mstep: Class 17 contains 127416 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 5611 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7563 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15905 members 
Mstep: Class 28 contains 161474 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43832 members 
Mstep: Class 33 contains 5548 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5048 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4169 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12679 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38677 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7718 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2182 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811632.000000 Penalty: 256978.921875
Iteration 211Q: 73 clusters Score -1.508116e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17429 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122390 members 
Mstep: Class 12 contains 50123 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18452 members 
Mstep: Class 16 contains 33372 members 
Mstep: Class 17 contains 127412 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5614 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15902 members 
Mstep: Class 28 contains 161476 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43831 members 
Mstep: Class 33 contains 5548 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5048 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4170 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12679 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38685 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7751 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811712.000000 Penalty: 256978.921875
Iteration 212Q: 73 clusters Score -1.508117e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17414 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122389 members 
Mstep: Class 12 contains 50109 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18450 members 
Mstep: Class 16 contains 33375 members 
Mstep: Class 17 contains 127406 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7551 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15899 members 
Mstep: Class 28 contains 161476 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43834 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5049 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4170 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12679 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38693 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7780 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4420 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811712.000000 Penalty: 256978.921875
Iteration 213Q: 73 clusters Score -1.508117e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17403 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122387 members 
Mstep: Class 12 contains 50103 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18450 members 
Mstep: Class 16 contains 33375 members 
Mstep: Class 17 contains 127403 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5622 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7542 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15898 members 
Mstep: Class 28 contains 161476 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43834 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5049 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4170 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12679 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38693 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7808 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811760.000000 Penalty: 256978.921875
Iteration 214Q: 73 clusters Score -1.508118e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17396 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122387 members 
Mstep: Class 12 contains 50093 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 33375 members 
Mstep: Class 17 contains 127396 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5621 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7533 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15896 members 
Mstep: Class 28 contains 161478 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43836 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5048 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12678 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38695 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7841 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811760.000000 Penalty: 256978.921875
Iteration 215Q: 73 clusters Score -1.508118e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17386 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122387 members 
Mstep: Class 12 contains 50092 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18448 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127388 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5621 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7523 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15888 members 
Mstep: Class 28 contains 161483 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43838 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5049 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12678 members 
Mstep: Class 44 contains 2226 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38692 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7870 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4424 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811840.000000 Penalty: 256978.921875
Iteration 216Q: 73 clusters Score -1.508118e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17382 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122386 members 
Mstep: Class 12 contains 50088 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18446 members 
Mstep: Class 16 contains 33372 members 
Mstep: Class 17 contains 127380 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5623 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7518 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15878 members 
Mstep: Class 28 contains 161490 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43844 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5050 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12679 members 
Mstep: Class 44 contains 2227 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38687 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7891 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4425 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5661 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811760.000000 Penalty: 256978.921875
Iteration 217Q: 73 clusters Score -1.508118e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17377 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122385 members 
Mstep: Class 12 contains 50083 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18445 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127369 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 161498 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43845 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5051 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12681 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38690 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7906 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4425 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811632.000000 Penalty: 256978.921875
Iteration 218Q: 73 clusters Score -1.508116e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17369 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122385 members 
Mstep: Class 12 contains 50080 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18445 members 
Mstep: Class 16 contains 33370 members 
Mstep: Class 17 contains 127359 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15873 members 
Mstep: Class 28 contains 161505 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43848 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5051 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12682 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38698 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7912 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4424 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811680.000000 Penalty: 256978.921875
Iteration 219Q: 73 clusters Score -1.508117e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17360 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122386 members 
Mstep: Class 12 contains 50077 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18443 members 
Mstep: Class 16 contains 33370 members 
Mstep: Class 17 contains 127348 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7515 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15873 members 
Mstep: Class 28 contains 161514 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43850 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5051 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12683 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38698 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7921 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4426 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811616.000000 Penalty: 256978.921875
Iteration 220F: 73 clusters Score -1.508116e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17354 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122384 members 
Mstep: Class 12 contains 50077 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18443 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127340 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 161524 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43852 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5050 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12683 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38695 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7932 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4426 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811584.000000 Penalty: 256978.921875
Iteration 221Q: 73 clusters Score -1.508116e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17339 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122383 members 
Mstep: Class 12 contains 50077 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18442 members 
Mstep: Class 16 contains 33370 members 
Mstep: Class 17 contains 127337 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 161526 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43852 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5051 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38696 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 965 members 
Mstep: Class 53 contains 7944 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4426 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811616.000000 Penalty: 256978.921875
Iteration 222Q: 73 clusters Score -1.508116e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17320 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122383 members 
Mstep: Class 12 contains 50077 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18440 members 
Mstep: Class 16 contains 33370 members 
Mstep: Class 17 contains 127338 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7512 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15867 members 
Mstep: Class 28 contains 161531 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43850 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5053 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38694 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 7961 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4427 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811584.000000 Penalty: 256978.921875
Iteration 223Q: 73 clusters Score -1.508116e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17305 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122382 members 
Mstep: Class 12 contains 50073 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18440 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127339 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15867 members 
Mstep: Class 28 contains 161531 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43850 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5055 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38692 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 7980 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4427 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811440.000000 Penalty: 256978.921875
Iteration 224Q: 73 clusters Score -1.508114e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17291 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122384 members 
Mstep: Class 12 contains 50067 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18441 members 
Mstep: Class 16 contains 33372 members 
Mstep: Class 17 contains 127342 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7512 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 161529 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43848 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5055 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12686 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38686 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 964 members 
Mstep: Class 53 contains 7998 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4426 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2183 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811504.000000 Penalty: 256978.921875
Iteration 225Q: 73 clusters Score -1.508115e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17292 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122384 members 
Mstep: Class 12 contains 50058 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18440 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 127339 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15873 members 
Mstep: Class 28 contains 161527 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43849 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5055 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12686 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38683 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8016 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4425 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811488.000000 Penalty: 256978.921875
Iteration 226Q: 73 clusters Score -1.508115e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17290 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122383 members 
Mstep: Class 12 contains 50054 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18439 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 127336 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7502 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15879 members 
Mstep: Class 28 contains 161526 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43851 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5057 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12686 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38680 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11835 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8033 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4423 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811584.000000 Penalty: 256978.921875
Iteration 227Q: 73 clusters Score -1.508116e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17285 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122381 members 
Mstep: Class 12 contains 50051 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18435 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 127337 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7496 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15881 members 
Mstep: Class 28 contains 161525 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43854 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5059 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12686 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38677 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8049 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4422 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811728.000000 Penalty: 256978.921875
Iteration 228Q: 73 clusters Score -1.508117e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17282 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122380 members 
Mstep: Class 12 contains 50049 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18434 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127332 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7490 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15882 members 
Mstep: Class 28 contains 161524 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43856 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5060 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38676 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8065 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4422 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811728.000000 Penalty: 256978.921875
Iteration 229Q: 73 clusters Score -1.508117e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17276 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122379 members 
Mstep: Class 12 contains 50043 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18431 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127332 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15880 members 
Mstep: Class 28 contains 161524 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43856 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5987 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5060 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38674 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8092 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811616.000000 Penalty: 256978.921875
Iteration 230Q: 73 clusters Score -1.508116e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17259 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122379 members 
Mstep: Class 12 contains 50039 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18430 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127324 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7480 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15880 members 
Mstep: Class 28 contains 161523 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43857 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5988 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5060 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38676 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8124 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811680.000000 Penalty: 256978.921875
Iteration 231Q: 73 clusters Score -1.508117e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17246 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122378 members 
Mstep: Class 12 contains 50033 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18428 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127318 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7476 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15878 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43859 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5059 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38677 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8157 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4420 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811760.000000 Penalty: 256978.921875
Iteration 232Q: 73 clusters Score -1.508118e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17235 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122374 members 
Mstep: Class 12 contains 50023 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18425 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127315 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7470 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15878 members 
Mstep: Class 28 contains 161522 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43859 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5060 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38678 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8191 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811840.000000 Penalty: 256978.921875
Iteration 233Q: 73 clusters Score -1.508118e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17216 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122375 members 
Mstep: Class 12 contains 50011 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18423 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 127318 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15876 members 
Mstep: Class 28 contains 161522 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43862 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5062 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38677 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8226 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7490 members 
Mstep: Class 68 contains 2727 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811936.000000 Penalty: 256978.921875
Iteration 234Q: 73 clusters Score -1.508119e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17196 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122373 members 
Mstep: Class 12 contains 50005 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18420 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 127317 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7458 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43863 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5063 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12683 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38682 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8262 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2728 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811920.000000 Penalty: 256978.921875
Iteration 235Q: 73 clusters Score -1.508119e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17184 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122372 members 
Mstep: Class 12 contains 50000 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18418 members 
Mstep: Class 16 contains 33372 members 
Mstep: Class 17 contains 127312 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 7447 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15871 members 
Mstep: Class 28 contains 161520 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43865 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5064 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38686 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8295 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4418 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2729 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811936.000000 Penalty: 256978.921875
Iteration 236Q: 73 clusters Score -1.508119e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17166 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122373 members 
Mstep: Class 12 contains 49995 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18415 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127307 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21302 members 
Mstep: Class 23 contains 7437 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 161520 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43866 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169360 members 
Mstep: Class 38 contains 5067 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4171 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38690 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11836 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8329 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4418 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2729 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812064.000000 Penalty: 256978.921875
Iteration 237Q: 73 clusters Score -1.508121e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17145 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122371 members 
Mstep: Class 12 contains 49993 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18413 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127304 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21300 members 
Mstep: Class 23 contains 7428 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15867 members 
Mstep: Class 28 contains 161518 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43867 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169362 members 
Mstep: Class 38 contains 5068 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12686 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38690 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11835 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8364 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4418 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2729 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812032.000000 Penalty: 256978.921875
Iteration 238Q: 73 clusters Score -1.50812e+08 nChanged 102
Entering ConstructFrom: 
Score: -150812032.000000 Penalty: 256978.921875
Entering ConstructFrom: 
Trying to split cluster 1 (77141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Entering Unmasked Estep 
Score: -8161135.000000 Penalty: 2790.840820
	Iteration 0F: 2 clusters Score -8161135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -8111095.500000 Penalty: 5581.681641
	Iteration 0F: 3 clusters Score -8111096 nChanged 36217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -8131715.500000 Penalty: 5581.681641
	Iteration 1F: 3 clusters Score -8131716 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -8132565.000000 Penalty: 5581.681641
	Iteration 2Q: 3 clusters Score -8132565 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -8133684.000000 Penalty: 5581.681641
	Iteration 3Q: 3 clusters Score -8133684 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -8135114.000000 Penalty: 5581.681641
	Iteration 4Q: 3 clusters Score -8135114 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -8137188.500000 Penalty: 5581.681641
	Iteration 5Q: 3 clusters Score -8137188 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -8140016.500000 Penalty: 5581.681641
	Iteration 6F: 3 clusters Score -8140016 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -8143124.500000 Penalty: 5581.681641
	Iteration 7F: 3 clusters Score -8143124 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8146183.500000 Penalty: 5581.681641
	Iteration 8F: 3 clusters Score -8146184 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -8148658.000000 Penalty: 5581.681641
	Iteration 9F: 3 clusters Score -8148658 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -8150379.500000 Penalty: 5581.681641
	Iteration 10Q: 3 clusters Score -8150380 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -8151729.000000 Penalty: 5581.681641
	Iteration 11Q: 3 clusters Score -8151729 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -8152911.000000 Penalty: 5581.681641
	Iteration 12Q: 3 clusters Score -8152911 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -8153865.500000 Penalty: 5581.681641
	Iteration 13Q: 3 clusters Score -8153866 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -8154754.500000 Penalty: 5581.681641
	Iteration 14Q: 3 clusters Score -8154754 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -8155571.000000 Penalty: 5581.681641
	Iteration 15Q: 3 clusters Score -8155571 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8156349.000000 Penalty: 5581.681641
	Iteration 16Q: 3 clusters Score -8156349 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -8157088.000000 Penalty: 5581.681641
	Iteration 17Q: 3 clusters Score -8157088 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8157683.500000 Penalty: 5581.681641
	Iteration 18Q: 3 clusters Score -8157684 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8158183.000000 Penalty: 5581.681641
	Iteration 19Q: 3 clusters Score -8158183 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8158574.500000 Penalty: 5581.681641
	Iteration 20F: 3 clusters Score -8158574 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8158821.000000 Penalty: 5581.681641
	Iteration 21Q: 3 clusters Score -8158821 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8159011.500000 Penalty: 5581.681641
	Iteration 22Q: 3 clusters Score -8159012 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8159118.000000 Penalty: 5581.681641
	Iteration 23Q: 3 clusters Score -8159118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8159194.500000 Penalty: 5581.681641
	Iteration 24Q: 3 clusters Score -8159194 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8159273.000000 Penalty: 5581.681641
	Iteration 25Q: 3 clusters Score -8159273 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8159327.000000 Penalty: 5581.681641
	Iteration 26Q: 3 clusters Score -8159327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8159349.000000 Penalty: 5581.681641
	Iteration 27Q: 3 clusters Score -8159349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8159372.500000 Penalty: 5581.681641
	Iteration 28Q: 3 clusters Score -8159372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8159416.500000 Penalty: 5581.681641
	Iteration 29Q: 3 clusters Score -8159416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8159446.500000 Penalty: 5581.681641
	Iteration 30Q: 3 clusters Score -8159446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8159456.500000 Penalty: 5581.681641
	Iteration 31Q: 3 clusters Score -8159456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8159469.500000 Penalty: 5581.681641
	Iteration 32Q: 3 clusters Score -8159470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8159475.000000 Penalty: 5581.681641
	Iteration 33Q: 3 clusters Score -8159475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8159465.000000 Penalty: 5581.681641
	Iteration 34Q: 3 clusters Score -8159465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8159472.500000 Penalty: 5581.681641
	Iteration 35Q: 3 clusters Score -8159472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8159461.000000 Penalty: 5581.681641
	Iteration 36Q: 3 clusters Score -8159461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8159460.500000 Penalty: 5581.681641
	Iteration 37Q: 3 clusters Score -8159460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8159470.000000 Penalty: 5581.681641
	Iteration 38Q: 3 clusters Score -8159470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8159465.000000 Penalty: 5581.681641
	Iteration 39Q: 3 clusters Score -8159465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8159472.500000 Penalty: 5581.681641
	Iteration 40F: 3 clusters Score -8159472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8159470.000000 Penalty: 5581.681641
	Iteration 41Q: 3 clusters Score -8159470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8159471.500000 Penalty: 5581.681641
	Iteration 42Q: 3 clusters Score -8159472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8159476.000000 Penalty: 5581.681641
	Iteration 43Q: 3 clusters Score -8159476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8159476.000000 Penalty: 5581.681641
	Iteration 44Q: 3 clusters Score -8159476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8159479.000000 Penalty: 5581.681641
	Iteration 45Q: 3 clusters Score -8159479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8159487.500000 Penalty: 5581.681641
	Iteration 46Q: 3 clusters Score -8159488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8159485.500000 Penalty: 5581.681641
	Iteration 47Q: 3 clusters Score -8159486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8159477.000000 Penalty: 5581.681641
	Iteration 48Q: 3 clusters Score -8159477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8159484.000000 Penalty: 5581.681641
	Iteration 49Q: 3 clusters Score -8159484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8159483.500000 Penalty: 5581.681641
	Iteration 50Q: 3 clusters Score -8159484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8159482.000000 Penalty: 5581.681641
	Iteration 51Q: 3 clusters Score -8159482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8159483.000000 Penalty: 5581.681641
	Iteration 52Q: 3 clusters Score -8159483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8159480.500000 Penalty: 5581.681641
	Iteration 53Q: 3 clusters Score -8159480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8159486.000000 Penalty: 5581.681641
	Iteration 54Q: 3 clusters Score -8159486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8159491.000000 Penalty: 5581.681641
	Iteration 55Q: 3 clusters Score -8159491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8159504.500000 Penalty: 5581.681641
	Iteration 56Q: 3 clusters Score -8159504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8159508.500000 Penalty: 5581.681641
	Iteration 57Q: 3 clusters Score -8159508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8159508.500000 Penalty: 5581.681641
	Iteration 58Q: 3 clusters Score -8159508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8159500.000000 Penalty: 5581.681641
	Iteration 59Q: 3 clusters Score -8159500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8159498.000000 Penalty: 5581.681641
	Iteration 60F: 3 clusters Score -8159498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -218769.531250 Penalty: 2033.262695
	Iteration 0F: 2 clusters Score -218769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -215191.062500 Penalty: 4066.525391
	Iteration 0F: 3 clusters Score -215191.1 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -216317.781250 Penalty: 4066.525391
	Iteration 1F: 3 clusters Score -216317.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -216851.968750 Penalty: 4066.525391
	Iteration 2F: 3 clusters Score -216852 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -217370.421875 Penalty: 4066.525391
	Iteration 3F: 3 clusters Score -217370.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -217658.921875 Penalty: 4066.525391
	Iteration 4F: 3 clusters Score -217658.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -217811.406250 Penalty: 4066.525391
	Iteration 5Q: 3 clusters Score -217811.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -217913.953125 Penalty: 4066.525391
	Iteration 6Q: 3 clusters Score -217914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -217974.875000 Penalty: 4066.525391
	Iteration 7Q: 3 clusters Score -217974.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -218025.781250 Penalty: 4066.525391
	Iteration 8Q: 3 clusters Score -218025.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -218085.156250 Penalty: 4066.525391
	Iteration 9Q: 3 clusters Score -218085.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -218148.421875 Penalty: 4066.525391
	Iteration 10Q: 3 clusters Score -218148.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -218195.531250 Penalty: 4066.525391
	Iteration 11Q: 3 clusters Score -218195.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -218250.765625 Penalty: 4066.525391
	Iteration 12Q: 3 clusters Score -218250.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -218317.578125 Penalty: 4066.525391
	Iteration 13Q: 3 clusters Score -218317.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -218386.656250 Penalty: 4066.525391
	Iteration 14Q: 3 clusters Score -218386.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -218446.421875 Penalty: 4066.525391
	Iteration 15Q: 3 clusters Score -218446.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -218481.250000 Penalty: 4066.525391
	Iteration 16Q: 3 clusters Score -218481.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -218504.546875 Penalty: 4066.525391
	Iteration 17Q: 3 clusters Score -218504.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -218523.015625 Penalty: 4066.525391
	Iteration 18Q: 3 clusters Score -218523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -218544.718750 Penalty: 4066.525391
	Iteration 19Q: 3 clusters Score -218544.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -218563.046875 Penalty: 4066.525391
	Iteration 20F: 3 clusters Score -218563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -218575.500000 Penalty: 4066.525391
	Iteration 21Q: 3 clusters Score -218575.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -218595.046875 Penalty: 4066.525391
	Iteration 22Q: 3 clusters Score -218595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -218614.937500 Penalty: 4066.525391
	Iteration 23Q: 3 clusters Score -218614.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -218624.312500 Penalty: 4066.525391
	Iteration 24Q: 3 clusters Score -218624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -218629.875000 Penalty: 4066.525391
	Iteration 25Q: 3 clusters Score -218629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -218635.359375 Penalty: 4066.525391
	Iteration 26Q: 3 clusters Score -218635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -218643.140625 Penalty: 4066.525391
	Iteration 27Q: 3 clusters Score -218643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -218647.750000 Penalty: 4066.525391
	Iteration 28Q: 3 clusters Score -218647.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -218656.109375 Penalty: 4066.525391
	Iteration 29Q: 3 clusters Score -218656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -218661.093750 Penalty: 4066.525391
	Iteration 30Q: 3 clusters Score -218661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -218669.109375 Penalty: 4066.525391
	Iteration 31Q: 3 clusters Score -218669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -218679.296875 Penalty: 4066.525391
	Iteration 32Q: 3 clusters Score -218679.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -218687.953125 Penalty: 4066.525391
	Iteration 33Q: 3 clusters Score -218688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -218692.515625 Penalty: 4066.525391
	Iteration 34Q: 3 clusters Score -218692.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -218698.656250 Penalty: 4066.525391
	Iteration 35Q: 3 clusters Score -218698.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -218702.937500 Penalty: 4066.525391
	Iteration 36Q: 3 clusters Score -218702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -218705.640625 Penalty: 4066.525391
	Iteration 37Q: 3 clusters Score -218705.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -218711.750000 Penalty: 4066.525391
	Iteration 38Q: 3 clusters Score -218711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -218716.625000 Penalty: 4066.525391
	Iteration 39Q: 3 clusters Score -218716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -218721.796875 Penalty: 4066.525391
	Iteration 40F: 3 clusters Score -218721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -218728.875000 Penalty: 4066.525391
	Iteration 41Q: 3 clusters Score -218728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -218734.437500 Penalty: 4066.525391
	Iteration 42Q: 3 clusters Score -218734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -218738.187500 Penalty: 4066.525391
	Iteration 43Q: 3 clusters Score -218738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -218741.390625 Penalty: 4066.525391
	Iteration 44Q: 3 clusters Score -218741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -218744.812500 Penalty: 4066.525391
	Iteration 45Q: 3 clusters Score -218744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -218750.062500 Penalty: 4066.525391
	Iteration 46Q: 3 clusters Score -218750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -218754.562500 Penalty: 4066.525391
	Iteration 47Q: 3 clusters Score -218754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -218757.437500 Penalty: 4066.525391
	Iteration 48Q: 3 clusters Score -218757.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -218762.843750 Penalty: 4066.525391
	Iteration 49Q: 3 clusters Score -218762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -218769.062500 Penalty: 4066.525391
	Iteration 50Q: 3 clusters Score -218769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -218773.593750 Penalty: 4066.525391
	Iteration 51Q: 3 clusters Score -218773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -218781.359375 Penalty: 4066.525391
	Iteration 52Q: 3 clusters Score -218781.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -218790.109375 Penalty: 4066.525391
	Iteration 53Q: 3 clusters Score -218790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -218797.984375 Penalty: 4066.525391
	Iteration 54Q: 3 clusters Score -218798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -218805.281250 Penalty: 4066.525391
	Iteration 55Q: 3 clusters Score -218805.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -218811.078125 Penalty: 4066.525391
	Iteration 56Q: 3 clusters Score -218811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -218816.031250 Penalty: 4066.525391
	Iteration 57Q: 3 clusters Score -218816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -218820.500000 Penalty: 4066.525391
	Iteration 58Q: 3 clusters Score -218820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -218822.875000 Penalty: 4066.525391
	Iteration 59Q: 3 clusters Score -218822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -218823.218750 Penalty: 4066.525391
	Iteration 60F: 3 clusters Score -218823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -218823.375000 Penalty: 4066.525391
	Iteration 61Q: 3 clusters Score -218823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -218824.000000 Penalty: 4066.525391
	Iteration 62Q: 3 clusters Score -218824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -218825.187500 Penalty: 4066.525391
	Iteration 63Q: 3 clusters Score -218825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -218825.765625 Penalty: 4066.525391
	Iteration 64Q: 3 clusters Score -218825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -218825.765625 Penalty: 4066.525391
	Iteration 65F: 3 clusters Score -218825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122371 members 
Mstep: Class 12 contains 49985 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18409 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127305 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7415 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15870 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43868 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5068 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12687 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38691 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8399 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2729 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 2019 members 
Entering Unmasked Estep 
Score: -150810832.000000 Penalty: 260548.078125
Splitting cluster 2 changes total score from -150812032.000000 to -150810832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (128504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Entering Unmasked Estep 
Score: -12733566.000000 Penalty: 2917.401611
	Iteration 0F: 2 clusters Score -1.273357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -12648595.000000 Penalty: 5834.803223
	Iteration 0F: 3 clusters Score -1.26486e+07 nChanged 61007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -12684078.000000 Penalty: 5834.803223
	Iteration 1F: 3 clusters Score -1.268408e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -12685113.000000 Penalty: 5834.803223
	Iteration 2Q: 3 clusters Score -1.268511e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -12686317.000000 Penalty: 5834.803223
	Iteration 3Q: 3 clusters Score -1.268632e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -12687861.000000 Penalty: 5834.803223
	Iteration 4Q: 3 clusters Score -1.268786e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -12689693.000000 Penalty: 5834.803223
	Iteration 5Q: 3 clusters Score -1.268969e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -12691946.000000 Penalty: 5834.803223
	Iteration 6Q: 3 clusters Score -1.269195e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -12694725.000000 Penalty: 5834.803223
	Iteration 7Q: 3 clusters Score -1.269472e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -12698014.000000 Penalty: 5834.803223
	Iteration 8Q: 3 clusters Score -1.269801e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -12701714.000000 Penalty: 5834.803223
	Iteration 9Q: 3 clusters Score -1.270171e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -12705551.000000 Penalty: 5834.803223
	Iteration 10Q: 3 clusters Score -1.270555e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -12709425.000000 Penalty: 5834.803223
	Iteration 11Q: 3 clusters Score -1.270942e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -12712580.000000 Penalty: 5834.803223
	Iteration 12Q: 3 clusters Score -1.271258e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -12714819.000000 Penalty: 5834.803223
	Iteration 13Q: 3 clusters Score -1.271482e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -12716309.000000 Penalty: 5834.803223
	Iteration 14Q: 3 clusters Score -1.271631e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -12717222.000000 Penalty: 5834.803223
	Iteration 15Q: 3 clusters Score -1.271722e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -12717986.000000 Penalty: 5834.803223
	Iteration 16Q: 3 clusters Score -1.271799e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -12718653.000000 Penalty: 5834.803223
	Iteration 17Q: 3 clusters Score -1.271865e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -12719323.000000 Penalty: 5834.803223
	Iteration 18Q: 3 clusters Score -1.271932e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -12719991.000000 Penalty: 5834.803223
	Iteration 19Q: 3 clusters Score -1.271999e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -12720711.000000 Penalty: 5834.803223
	Iteration 20F: 3 clusters Score -1.272071e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -12721283.000000 Penalty: 5834.803223
	Iteration 21Q: 3 clusters Score -1.272128e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -12721981.000000 Penalty: 5834.803223
	Iteration 22Q: 3 clusters Score -1.272198e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -12722698.000000 Penalty: 5834.803223
	Iteration 23Q: 3 clusters Score -1.27227e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -12723366.000000 Penalty: 5834.803223
	Iteration 24Q: 3 clusters Score -1.272337e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112816 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -12724026.000000 Penalty: 5834.803223
	Iteration 25Q: 3 clusters Score -1.272403e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -12724793.000000 Penalty: 5834.803223
	Iteration 26Q: 3 clusters Score -1.272479e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116348 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -12725577.000000 Penalty: 5834.803223
	Iteration 27Q: 3 clusters Score -1.272558e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -12726493.000000 Penalty: 5834.803223
	Iteration 28Q: 3 clusters Score -1.272649e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -12727263.000000 Penalty: 5834.803223
	Iteration 29Q: 3 clusters Score -1.272726e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -12728036.000000 Penalty: 5834.803223
	Iteration 30Q: 3 clusters Score -1.272804e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -12728564.000000 Penalty: 5834.803223
	Iteration 31Q: 3 clusters Score -1.272856e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -12729194.000000 Penalty: 5834.803223
	Iteration 32Q: 3 clusters Score -1.272919e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -12729679.000000 Penalty: 5834.803223
	Iteration 33Q: 3 clusters Score -1.272968e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125144 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -12730042.000000 Penalty: 5834.803223
	Iteration 34Q: 3 clusters Score -1.273004e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125720 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -12730332.000000 Penalty: 5834.803223
	Iteration 35Q: 3 clusters Score -1.273033e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12730530.000000 Penalty: 5834.803223
	Iteration 36Q: 3 clusters Score -1.273053e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -12730750.000000 Penalty: 5834.803223
	Iteration 37Q: 3 clusters Score -1.273075e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12730828.000000 Penalty: 5834.803223
	Iteration 38Q: 3 clusters Score -1.273083e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -12730896.000000 Penalty: 5834.803223
	Iteration 39Q: 3 clusters Score -1.27309e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12730951.000000 Penalty: 5834.803223
	Iteration 40F: 3 clusters Score -1.273095e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -12731005.000000 Penalty: 5834.803223
	Iteration 41Q: 3 clusters Score -1.2731e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -12731056.000000 Penalty: 5834.803223
	Iteration 42Q: 3 clusters Score -1.273106e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127325 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -12731097.000000 Penalty: 5834.803223
	Iteration 43Q: 3 clusters Score -1.27311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127378 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12731120.000000 Penalty: 5834.803223
	Iteration 44Q: 3 clusters Score -1.273112e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12731126.000000 Penalty: 5834.803223
	Iteration 45Q: 3 clusters Score -1.273113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127451 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12731147.000000 Penalty: 5834.803223
	Iteration 46Q: 3 clusters Score -1.273115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12731163.000000 Penalty: 5834.803223
	Iteration 47Q: 3 clusters Score -1.273116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12731151.000000 Penalty: 5834.803223
	Iteration 48Q: 3 clusters Score -1.273115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127513 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12731162.000000 Penalty: 5834.803223
	Iteration 49Q: 3 clusters Score -1.273116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12731171.000000 Penalty: 5834.803223
	Iteration 50Q: 3 clusters Score -1.273117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12731183.000000 Penalty: 5834.803223
	Iteration 51Q: 3 clusters Score -1.273118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127549 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12731177.000000 Penalty: 5834.803223
	Iteration 52Q: 3 clusters Score -1.273118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12731174.000000 Penalty: 5834.803223
	Iteration 53Q: 3 clusters Score -1.273117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12731180.000000 Penalty: 5834.803223
	Iteration 54Q: 3 clusters Score -1.273118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12731177.000000 Penalty: 5834.803223
	Iteration 55Q: 3 clusters Score -1.273118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12731188.000000 Penalty: 5834.803223
	Iteration 56Q: 3 clusters Score -1.273119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12731180.000000 Penalty: 5834.803223
	Iteration 57Q: 3 clusters Score -1.273118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12731192.000000 Penalty: 5834.803223
	Iteration 58Q: 3 clusters Score -1.273119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12731192.000000 Penalty: 5834.803223
	Iteration 59Q: 3 clusters Score -1.273119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12731190.000000 Penalty: 5834.803223
	Iteration 60F: 3 clusters Score -1.273119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12731186.000000 Penalty: 5834.803223
	Iteration 61Q: 3 clusters Score -1.273119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127587 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12731187.000000 Penalty: 5834.803223
	Iteration 62Q: 3 clusters Score -1.273119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127593 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12731189.000000 Penalty: 5834.803223
	Iteration 63Q: 3 clusters Score -1.273119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12731189.000000 Penalty: 5834.803223
	Iteration 64Q: 3 clusters Score -1.273119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12731198.000000 Penalty: 5834.803223
	Iteration 65Q: 3 clusters Score -1.27312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12731205.000000 Penalty: 5834.803223
	Iteration 66Q: 3 clusters Score -1.27312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12731203.000000 Penalty: 5834.803223
	Iteration 67Q: 3 clusters Score -1.27312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12731223.000000 Penalty: 5834.803223
	Iteration 68Q: 3 clusters Score -1.273122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12731223.000000 Penalty: 5834.803223
	Iteration 69Q: 3 clusters Score -1.273122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12731223.000000 Penalty: 5834.803223
	Iteration 70Q: 3 clusters Score -1.273122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127632 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12731232.000000 Penalty: 5834.803223
	Iteration 71Q: 3 clusters Score -1.273123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12731236.000000 Penalty: 5834.803223
	Iteration 72Q: 3 clusters Score -1.273124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12731232.000000 Penalty: 5834.803223
	Iteration 73Q: 3 clusters Score -1.273123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127644 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12731239.000000 Penalty: 5834.803223
	Iteration 74Q: 3 clusters Score -1.273124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12731236.000000 Penalty: 5834.803223
	Iteration 75Q: 3 clusters Score -1.273124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12731240.000000 Penalty: 5834.803223
	Iteration 76Q: 3 clusters Score -1.273124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12731246.000000 Penalty: 5834.803223
	Iteration 77Q: 3 clusters Score -1.273125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12731246.000000 Penalty: 5834.803223
	Iteration 78F: 3 clusters Score -1.273125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -486477.562500 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -486477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -481476.687500 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -481476.7 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -482696.843750 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -482696.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -482858.375000 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -482858.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -482965.312500 Penalty: 4292.640625
	Iteration 3Q: 3 clusters Score -482965.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -483042.312500 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -483042.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -483102.687500 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -483102.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -483143.656250 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -483143.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -483172.031250 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -483172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -483195.156250 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -483195.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -483215.656250 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -483215.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -483229.562500 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -483229.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -483241.343750 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -483241.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -483253.625000 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -483253.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -483267.718750 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -483267.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -483280.218750 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -483280.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -483288.875000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -483288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -483301.812500 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -483301.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -483312.031250 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -483312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -483322.593750 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -483322.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -483332.093750 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -483332.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -483341.281250 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -483341.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -483351.843750 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -483351.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -483358.968750 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -483359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -483367.937500 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -483367.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -483372.906250 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -483372.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -483380.968750 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -483381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -483388.562500 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -483388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -483395.187500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -483395.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -483401.218750 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -483401.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -483407.375000 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -483407.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -483415.937500 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -483415.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -483423.187500 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -483423.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -483433.375000 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -483433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -483439.968750 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -483440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -483451.437500 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -483451.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -483463.500000 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -483463.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -483476.000000 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -483476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -483491.406250 Penalty: 4292.640625
	Iteration 37Q: 3 clusters Score -483491.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -483512.625000 Penalty: 4292.640625
	Iteration 38Q: 3 clusters Score -483512.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -483540.468750 Penalty: 4292.640625
	Iteration 39Q: 3 clusters Score -483540.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -483567.875000 Penalty: 4292.640625
	Iteration 40F: 3 clusters Score -483567.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -483601.531250 Penalty: 4292.640625
	Iteration 41Q: 3 clusters Score -483601.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -483637.156250 Penalty: 4292.640625
	Iteration 42Q: 3 clusters Score -483637.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -483674.593750 Penalty: 4292.640625
	Iteration 43Q: 3 clusters Score -483674.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -483718.656250 Penalty: 4292.640625
	Iteration 44Q: 3 clusters Score -483718.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -483769.375000 Penalty: 4292.640625
	Iteration 45Q: 3 clusters Score -483769.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -483829.375000 Penalty: 4292.640625
	Iteration 46Q: 3 clusters Score -483829.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -483904.187500 Penalty: 4292.640625
	Iteration 47Q: 3 clusters Score -483904.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -483976.562500 Penalty: 4292.640625
	Iteration 48Q: 3 clusters Score -483976.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -484041.437500 Penalty: 4292.640625
	Iteration 49Q: 3 clusters Score -484041.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -484095.656250 Penalty: 4292.640625
	Iteration 50Q: 3 clusters Score -484095.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -484138.218750 Penalty: 4292.640625
	Iteration 51Q: 3 clusters Score -484138.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -484168.062500 Penalty: 4292.640625
	Iteration 52Q: 3 clusters Score -484168.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -484205.125000 Penalty: 4292.640625
	Iteration 53Q: 3 clusters Score -484205.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -484238.406250 Penalty: 4292.640625
	Iteration 54Q: 3 clusters Score -484238.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -484267.093750 Penalty: 4292.640625
	Iteration 55Q: 3 clusters Score -484267.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -484289.625000 Penalty: 4292.640625
	Iteration 56Q: 3 clusters Score -484289.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -484313.875000 Penalty: 4292.640625
	Iteration 57Q: 3 clusters Score -484313.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -484339.312500 Penalty: 4292.640625
	Iteration 58Q: 3 clusters Score -484339.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -484375.562500 Penalty: 4292.640625
	Iteration 59Q: 3 clusters Score -484375.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -484407.781250 Penalty: 4292.640625
	Iteration 60F: 3 clusters Score -484407.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -484433.375000 Penalty: 4292.640625
	Iteration 61Q: 3 clusters Score -484433.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -484456.437500 Penalty: 4292.640625
	Iteration 62Q: 3 clusters Score -484456.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -484472.687500 Penalty: 4292.640625
	Iteration 63Q: 3 clusters Score -484472.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -484495.031250 Penalty: 4292.640625
	Iteration 64Q: 3 clusters Score -484495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -484508.406250 Penalty: 4292.640625
	Iteration 65Q: 3 clusters Score -484508.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -484519.125000 Penalty: 4292.640625
	Iteration 66Q: 3 clusters Score -484519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -484527.375000 Penalty: 4292.640625
	Iteration 67Q: 3 clusters Score -484527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -484534.937500 Penalty: 4292.640625
	Iteration 68Q: 3 clusters Score -484534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -484540.468750 Penalty: 4292.640625
	Iteration 69Q: 3 clusters Score -484540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -484541.906250 Penalty: 4292.640625
	Iteration 70Q: 3 clusters Score -484541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -484543.000000 Penalty: 4292.640625
	Iteration 71Q: 3 clusters Score -484543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -484544.187500 Penalty: 4292.640625
	Iteration 72Q: 3 clusters Score -484544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -484545.906250 Penalty: 4292.640625
	Iteration 73Q: 3 clusters Score -484545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -484549.687500 Penalty: 4292.640625
	Iteration 74Q: 3 clusters Score -484549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -484551.031250 Penalty: 4292.640625
	Iteration 75Q: 3 clusters Score -484551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -484553.187500 Penalty: 4292.640625
	Iteration 76Q: 3 clusters Score -484553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -484553.812500 Penalty: 4292.640625
	Iteration 77Q: 3 clusters Score -484553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -484553.812500 Penalty: 4292.640625
	Iteration 78F: 3 clusters Score -484553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Entering Unmasked Estep 
Score: -1349221.125000 Penalty: 2417.562744
	Iteration 0F: 2 clusters Score -1349221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1337041.250000 Penalty: 4835.125488
	Iteration 0F: 3 clusters Score -1337041 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1341038.000000 Penalty: 4835.125488
	Iteration 1F: 3 clusters Score -1341038 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1341469.375000 Penalty: 4835.125488
	Iteration 2F: 3 clusters Score -1341469 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1341864.750000 Penalty: 4835.125488
	Iteration 3F: 3 clusters Score -1341865 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1342264.625000 Penalty: 4835.125488
	Iteration 4Q: 3 clusters Score -1342265 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1342679.125000 Penalty: 4835.125488
	Iteration 5Q: 3 clusters Score -1342679 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1343071.375000 Penalty: 4835.125488
	Iteration 6Q: 3 clusters Score -1343071 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1343405.625000 Penalty: 4835.125488
	Iteration 7Q: 3 clusters Score -1343406 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1343697.750000 Penalty: 4835.125488
	Iteration 8Q: 3 clusters Score -1343698 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1343959.375000 Penalty: 4835.125488
	Iteration 9Q: 3 clusters Score -1343959 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1344185.750000 Penalty: 4835.125488
	Iteration 10Q: 3 clusters Score -1344186 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1344349.875000 Penalty: 4835.125488
	Iteration 11Q: 3 clusters Score -1344350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1344495.375000 Penalty: 4835.125488
	Iteration 12Q: 3 clusters Score -1344495 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1344620.750000 Penalty: 4835.125488
	Iteration 13Q: 3 clusters Score -1344621 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1344747.500000 Penalty: 4835.125488
	Iteration 14Q: 3 clusters Score -1344748 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1344897.125000 Penalty: 4835.125488
	Iteration 15Q: 3 clusters Score -1344897 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1345099.875000 Penalty: 4835.125488
	Iteration 16Q: 3 clusters Score -1345100 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1345389.375000 Penalty: 4835.125488
	Iteration 17Q: 3 clusters Score -1345389 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1345839.375000 Penalty: 4835.125488
	Iteration 18Q: 3 clusters Score -1345839 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1346276.625000 Penalty: 4835.125488
	Iteration 19Q: 3 clusters Score -1346277 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1346547.250000 Penalty: 4835.125488
	Iteration 20F: 3 clusters Score -1346547 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1346682.375000 Penalty: 4835.125488
	Iteration 21Q: 3 clusters Score -1346682 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1346768.125000 Penalty: 4835.125488
	Iteration 22Q: 3 clusters Score -1346768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1346844.500000 Penalty: 4835.125488
	Iteration 23Q: 3 clusters Score -1346844 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1346893.750000 Penalty: 4835.125488
	Iteration 24Q: 3 clusters Score -1346894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1346926.500000 Penalty: 4835.125488
	Iteration 25Q: 3 clusters Score -1346926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1346950.250000 Penalty: 4835.125488
	Iteration 26Q: 3 clusters Score -1346950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1346970.000000 Penalty: 4835.125488
	Iteration 27Q: 3 clusters Score -1346970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1346985.000000 Penalty: 4835.125488
	Iteration 28Q: 3 clusters Score -1346985 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1347006.125000 Penalty: 4835.125488
	Iteration 29Q: 3 clusters Score -1347006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1347017.875000 Penalty: 4835.125488
	Iteration 30Q: 3 clusters Score -1347018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1347027.125000 Penalty: 4835.125488
	Iteration 31Q: 3 clusters Score -1347027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1347036.375000 Penalty: 4835.125488
	Iteration 32Q: 3 clusters Score -1347036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1347057.375000 Penalty: 4835.125488
	Iteration 33Q: 3 clusters Score -1347057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1347069.375000 Penalty: 4835.125488
	Iteration 34Q: 3 clusters Score -1347069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1347081.000000 Penalty: 4835.125488
	Iteration 35Q: 3 clusters Score -1347081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1347089.375000 Penalty: 4835.125488
	Iteration 36Q: 3 clusters Score -1347089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1347100.125000 Penalty: 4835.125488
	Iteration 37Q: 3 clusters Score -1347100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1347106.875000 Penalty: 4835.125488
	Iteration 38Q: 3 clusters Score -1347107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1347111.000000 Penalty: 4835.125488
	Iteration 39Q: 3 clusters Score -1347111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1347114.750000 Penalty: 4835.125488
	Iteration 40F: 3 clusters Score -1347115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1347115.375000 Penalty: 4835.125488
	Iteration 41Q: 3 clusters Score -1347115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1347120.875000 Penalty: 4835.125488
	Iteration 42Q: 3 clusters Score -1347121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1347127.500000 Penalty: 4835.125488
	Iteration 43Q: 3 clusters Score -1347128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1347133.000000 Penalty: 4835.125488
	Iteration 44Q: 3 clusters Score -1347133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1347129.875000 Penalty: 4835.125488
	Iteration 45Q: 3 clusters Score -1347130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1347134.250000 Penalty: 4835.125488
	Iteration 46Q: 3 clusters Score -1347134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1347137.750000 Penalty: 4835.125488
	Iteration 47Q: 3 clusters Score -1347138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1347135.500000 Penalty: 4835.125488
	Iteration 48Q: 3 clusters Score -1347136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1347137.250000 Penalty: 4835.125488
	Iteration 49Q: 3 clusters Score -1347137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1347142.000000 Penalty: 4835.125488
	Iteration 50Q: 3 clusters Score -1347142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1347143.250000 Penalty: 4835.125488
	Iteration 51Q: 3 clusters Score -1347143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1347140.875000 Penalty: 4835.125488
	Iteration 52Q: 3 clusters Score -1347141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1347145.875000 Penalty: 4835.125488
	Iteration 53Q: 3 clusters Score -1347146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1347150.125000 Penalty: 4835.125488
	Iteration 54Q: 3 clusters Score -1347150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1347155.375000 Penalty: 4835.125488
	Iteration 55Q: 3 clusters Score -1347155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1347157.500000 Penalty: 4835.125488
	Iteration 56Q: 3 clusters Score -1347158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1347159.125000 Penalty: 4835.125488
	Iteration 57Q: 3 clusters Score -1347159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1347159.625000 Penalty: 4835.125488
	Iteration 58Q: 3 clusters Score -1347160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1347161.750000 Penalty: 4835.125488
	Iteration 59Q: 3 clusters Score -1347162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1347167.125000 Penalty: 4835.125488
	Iteration 60F: 3 clusters Score -1347167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1347170.125000 Penalty: 4835.125488
	Iteration 61Q: 3 clusters Score -1347170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1347170.500000 Penalty: 4835.125488
	Iteration 62Q: 3 clusters Score -1347170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1347174.750000 Penalty: 4835.125488
	Iteration 63Q: 3 clusters Score -1347175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1347177.750000 Penalty: 4835.125488
	Iteration 64Q: 3 clusters Score -1347178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1347181.375000 Penalty: 4835.125488
	Iteration 65Q: 3 clusters Score -1347181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1347181.625000 Penalty: 4835.125488
	Iteration 66Q: 3 clusters Score -1347182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1347185.875000 Penalty: 4835.125488
	Iteration 67Q: 3 clusters Score -1347186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1347191.875000 Penalty: 4835.125488
	Iteration 68Q: 3 clusters Score -1347192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1347192.125000 Penalty: 4835.125488
	Iteration 69Q: 3 clusters Score -1347192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1347194.750000 Penalty: 4835.125488
	Iteration 70Q: 3 clusters Score -1347195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1347197.375000 Penalty: 4835.125488
	Iteration 71Q: 3 clusters Score -1347197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1347203.750000 Penalty: 4835.125488
	Iteration 72Q: 3 clusters Score -1347204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1347204.375000 Penalty: 4835.125488
	Iteration 73Q: 3 clusters Score -1347204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1347210.500000 Penalty: 4835.125488
	Iteration 74Q: 3 clusters Score -1347210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1347213.375000 Penalty: 4835.125488
	Iteration 75Q: 3 clusters Score -1347213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1347212.875000 Penalty: 4835.125488
	Iteration 76Q: 3 clusters Score -1347213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1347223.250000 Penalty: 4835.125488
	Iteration 77Q: 3 clusters Score -1347223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1347230.250000 Penalty: 4835.125488
	Iteration 78Q: 3 clusters Score -1347230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1347235.625000 Penalty: 4835.125488
	Iteration 79Q: 3 clusters Score -1347236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1347242.500000 Penalty: 4835.125488
	Iteration 80F: 3 clusters Score -1347242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1347254.500000 Penalty: 4835.125488
	Iteration 81Q: 3 clusters Score -1347254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1347263.625000 Penalty: 4835.125488
	Iteration 82Q: 3 clusters Score -1347264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1347274.375000 Penalty: 4835.125488
	Iteration 83Q: 3 clusters Score -1347274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1347290.875000 Penalty: 4835.125488
	Iteration 84Q: 3 clusters Score -1347291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1347313.375000 Penalty: 4835.125488
	Iteration 85Q: 3 clusters Score -1347313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1347330.625000 Penalty: 4835.125488
	Iteration 86Q: 3 clusters Score -1347331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1347356.500000 Penalty: 4835.125488
	Iteration 87Q: 3 clusters Score -1347356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1347380.125000 Penalty: 4835.125488
	Iteration 88Q: 3 clusters Score -1347380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1347412.750000 Penalty: 4835.125488
	Iteration 89Q: 3 clusters Score -1347413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1347461.625000 Penalty: 4835.125488
	Iteration 90Q: 3 clusters Score -1347462 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1347521.625000 Penalty: 4835.125488
	Iteration 91Q: 3 clusters Score -1347522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1347595.750000 Penalty: 4835.125488
	Iteration 92Q: 3 clusters Score -1347596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1347652.500000 Penalty: 4835.125488
	Iteration 93Q: 3 clusters Score -1347652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1347703.125000 Penalty: 4835.125488
	Iteration 94Q: 3 clusters Score -1347703 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1347733.750000 Penalty: 4835.125488
	Iteration 95Q: 3 clusters Score -1347734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1347759.750000 Penalty: 4835.125488
	Iteration 96Q: 3 clusters Score -1347760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1347780.250000 Penalty: 4835.125488
	Iteration 97Q: 3 clusters Score -1347780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1347788.625000 Penalty: 4835.125488
	Iteration 98Q: 3 clusters Score -1347789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1347793.250000 Penalty: 4835.125488
	Iteration 99Q: 3 clusters Score -1347793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1347795.875000 Penalty: 4835.125488
	Iteration 100F: 3 clusters Score -1347796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1347798.125000 Penalty: 4835.125488
	Iteration 101Q: 3 clusters Score -1347798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1347801.875000 Penalty: 4835.125488
	Iteration 102Q: 3 clusters Score -1347802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1347805.000000 Penalty: 4835.125488
	Iteration 103Q: 3 clusters Score -1347805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1347803.625000 Penalty: 4835.125488
	Iteration 104Q: 3 clusters Score -1347804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1347804.125000 Penalty: 4835.125488
	Iteration 105Q: 3 clusters Score -1347804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1347807.000000 Penalty: 4835.125488
	Iteration 106Q: 3 clusters Score -1347807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1347807.500000 Penalty: 4835.125488
	Iteration 107Q: 3 clusters Score -1347808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1347808.125000 Penalty: 4835.125488
	Iteration 108Q: 3 clusters Score -1347808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1347808.125000 Penalty: 4835.125488
	Iteration 109F: 3 clusters Score -1347808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2057409.625000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -2057410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2042705.125000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -2042705 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2047954.500000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -2047954 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2048720.250000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -2048720 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2049667.500000 Penalty: 4935.644531
	Iteration 3F: 3 clusters Score -2049668 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2050884.500000 Penalty: 4935.644531
	Iteration 4F: 3 clusters Score -2050884 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2052240.750000 Penalty: 4935.644531
	Iteration 5F: 3 clusters Score -2052241 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2053412.750000 Penalty: 4935.644531
	Iteration 6F: 3 clusters Score -2053413 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2054120.250000 Penalty: 4935.644531
	Iteration 7F: 3 clusters Score -2054120 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2054521.250000 Penalty: 4935.644531
	Iteration 8Q: 3 clusters Score -2054521 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2054765.125000 Penalty: 4935.644531
	Iteration 9Q: 3 clusters Score -2054765 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2054918.000000 Penalty: 4935.644531
	Iteration 10Q: 3 clusters Score -2054918 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2055022.625000 Penalty: 4935.644531
	Iteration 11Q: 3 clusters Score -2055023 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2055108.000000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -2055108 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2055205.250000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -2055205 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2055278.125000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -2055278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2055355.250000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -2055355 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2055423.750000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -2055424 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2055508.250000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -2055508 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2055599.750000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -2055600 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2055709.375000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -2055709 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2055820.250000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -2055820 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2055924.250000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -2055924 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2056026.250000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -2056026 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2056129.000000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -2056129 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2056233.500000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -2056234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2056316.375000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -2056316 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2056388.500000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -2056388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2056456.000000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -2056456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2056507.000000 Penalty: 4935.644531
	Iteration 28Q: 3 clusters Score -2056507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2056550.625000 Penalty: 4935.644531
	Iteration 29Q: 3 clusters Score -2056551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2056572.250000 Penalty: 4935.644531
	Iteration 30Q: 3 clusters Score -2056572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2056588.875000 Penalty: 4935.644531
	Iteration 31Q: 3 clusters Score -2056589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2056604.000000 Penalty: 4935.644531
	Iteration 32Q: 3 clusters Score -2056604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2056611.750000 Penalty: 4935.644531
	Iteration 33Q: 3 clusters Score -2056612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2056618.250000 Penalty: 4935.644531
	Iteration 34Q: 3 clusters Score -2056618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2056622.000000 Penalty: 4935.644531
	Iteration 35Q: 3 clusters Score -2056622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2056626.625000 Penalty: 4935.644531
	Iteration 36Q: 3 clusters Score -2056627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2056627.750000 Penalty: 4935.644531
	Iteration 37Q: 3 clusters Score -2056628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2056632.500000 Penalty: 4935.644531
	Iteration 38Q: 3 clusters Score -2056632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2056633.000000 Penalty: 4935.644531
	Iteration 39Q: 3 clusters Score -2056633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2056633.375000 Penalty: 4935.644531
	Iteration 40F: 3 clusters Score -2056633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2056634.750000 Penalty: 4935.644531
	Iteration 41Q: 3 clusters Score -2056635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2056634.750000 Penalty: 4935.644531
	Iteration 42F: 3 clusters Score -2056635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Entering Unmasked Estep 
Score: -1496685.750000 Penalty: 2437.159180
	Iteration 0F: 2 clusters Score -1496686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1483675.000000 Penalty: 4874.318359
	Iteration 0F: 3 clusters Score -1483675 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1487889.750000 Penalty: 4874.318359
	Iteration 1F: 3 clusters Score -1487890 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1488324.500000 Penalty: 4874.318359
	Iteration 2F: 3 clusters Score -1488324 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1488803.000000 Penalty: 4874.318359
	Iteration 3F: 3 clusters Score -1488803 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1489344.000000 Penalty: 4874.318359
	Iteration 4F: 3 clusters Score -1489344 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1489981.875000 Penalty: 4874.318359
	Iteration 5F: 3 clusters Score -1489982 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1490637.250000 Penalty: 4874.318359
	Iteration 6F: 3 clusters Score -1490637 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1491277.875000 Penalty: 4874.318359
	Iteration 7F: 3 clusters Score -1491278 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1491810.500000 Penalty: 4874.318359
	Iteration 8Q: 3 clusters Score -1491810 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1492193.250000 Penalty: 4874.318359
	Iteration 9Q: 3 clusters Score -1492193 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1492455.625000 Penalty: 4874.318359
	Iteration 10Q: 3 clusters Score -1492456 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1492627.375000 Penalty: 4874.318359
	Iteration 11Q: 3 clusters Score -1492627 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1492748.250000 Penalty: 4874.318359
	Iteration 12Q: 3 clusters Score -1492748 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1492832.250000 Penalty: 4874.318359
	Iteration 13Q: 3 clusters Score -1492832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1492908.375000 Penalty: 4874.318359
	Iteration 14Q: 3 clusters Score -1492908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1492981.000000 Penalty: 4874.318359
	Iteration 15Q: 3 clusters Score -1492981 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1493031.625000 Penalty: 4874.318359
	Iteration 16Q: 3 clusters Score -1493032 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1493091.625000 Penalty: 4874.318359
	Iteration 17Q: 3 clusters Score -1493092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1493133.500000 Penalty: 4874.318359
	Iteration 18Q: 3 clusters Score -1493134 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1493173.625000 Penalty: 4874.318359
	Iteration 19Q: 3 clusters Score -1493174 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1493220.625000 Penalty: 4874.318359
	Iteration 20F: 3 clusters Score -1493221 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1493262.750000 Penalty: 4874.318359
	Iteration 21Q: 3 clusters Score -1493263 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1493319.500000 Penalty: 4874.318359
	Iteration 22Q: 3 clusters Score -1493320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1493360.375000 Penalty: 4874.318359
	Iteration 23Q: 3 clusters Score -1493360 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1493417.875000 Penalty: 4874.318359
	Iteration 24Q: 3 clusters Score -1493418 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1493489.500000 Penalty: 4874.318359
	Iteration 25Q: 3 clusters Score -1493490 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1493545.625000 Penalty: 4874.318359
	Iteration 26Q: 3 clusters Score -1493546 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1493608.625000 Penalty: 4874.318359
	Iteration 27Q: 3 clusters Score -1493609 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1493674.750000 Penalty: 4874.318359
	Iteration 28Q: 3 clusters Score -1493675 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1493744.000000 Penalty: 4874.318359
	Iteration 29Q: 3 clusters Score -1493744 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1493814.375000 Penalty: 4874.318359
	Iteration 30Q: 3 clusters Score -1493814 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1493872.125000 Penalty: 4874.318359
	Iteration 31Q: 3 clusters Score -1493872 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1493936.875000 Penalty: 4874.318359
	Iteration 32Q: 3 clusters Score -1493937 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1494004.375000 Penalty: 4874.318359
	Iteration 33Q: 3 clusters Score -1494004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1494075.125000 Penalty: 4874.318359
	Iteration 34Q: 3 clusters Score -1494075 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1494135.500000 Penalty: 4874.318359
	Iteration 35Q: 3 clusters Score -1494136 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1494206.500000 Penalty: 4874.318359
	Iteration 36Q: 3 clusters Score -1494206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1494269.250000 Penalty: 4874.318359
	Iteration 37Q: 3 clusters Score -1494269 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1494319.375000 Penalty: 4874.318359
	Iteration 38Q: 3 clusters Score -1494319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1494355.000000 Penalty: 4874.318359
	Iteration 39Q: 3 clusters Score -1494355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1494388.250000 Penalty: 4874.318359
	Iteration 40F: 3 clusters Score -1494388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1494424.500000 Penalty: 4874.318359
	Iteration 41Q: 3 clusters Score -1494424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1494459.750000 Penalty: 4874.318359
	Iteration 42Q: 3 clusters Score -1494460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1494484.000000 Penalty: 4874.318359
	Iteration 43Q: 3 clusters Score -1494484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1494506.875000 Penalty: 4874.318359
	Iteration 44Q: 3 clusters Score -1494507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1494534.000000 Penalty: 4874.318359
	Iteration 45Q: 3 clusters Score -1494534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1494554.125000 Penalty: 4874.318359
	Iteration 46Q: 3 clusters Score -1494554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1494577.625000 Penalty: 4874.318359
	Iteration 47Q: 3 clusters Score -1494578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1494597.750000 Penalty: 4874.318359
	Iteration 48Q: 3 clusters Score -1494598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1494620.500000 Penalty: 4874.318359
	Iteration 49Q: 3 clusters Score -1494620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1494634.750000 Penalty: 4874.318359
	Iteration 50Q: 3 clusters Score -1494635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1494648.750000 Penalty: 4874.318359
	Iteration 51Q: 3 clusters Score -1494649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1494657.125000 Penalty: 4874.318359
	Iteration 52Q: 3 clusters Score -1494657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1494663.875000 Penalty: 4874.318359
	Iteration 53Q: 3 clusters Score -1494664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1494672.750000 Penalty: 4874.318359
	Iteration 54Q: 3 clusters Score -1494673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1494681.750000 Penalty: 4874.318359
	Iteration 55Q: 3 clusters Score -1494682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1494693.250000 Penalty: 4874.318359
	Iteration 56Q: 3 clusters Score -1494693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1494698.875000 Penalty: 4874.318359
	Iteration 57Q: 3 clusters Score -1494699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1494704.375000 Penalty: 4874.318359
	Iteration 58Q: 3 clusters Score -1494704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1494706.875000 Penalty: 4874.318359
	Iteration 59Q: 3 clusters Score -1494707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1494715.875000 Penalty: 4874.318359
	Iteration 60F: 3 clusters Score -1494716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1494716.625000 Penalty: 4874.318359
	Iteration 61Q: 3 clusters Score -1494717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1494722.125000 Penalty: 4874.318359
	Iteration 62Q: 3 clusters Score -1494722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1494726.500000 Penalty: 4874.318359
	Iteration 63Q: 3 clusters Score -1494726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1494731.125000 Penalty: 4874.318359
	Iteration 64Q: 3 clusters Score -1494731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1494736.500000 Penalty: 4874.318359
	Iteration 65Q: 3 clusters Score -1494736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1494733.750000 Penalty: 4874.318359
	Iteration 66Q: 3 clusters Score -1494734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1494738.000000 Penalty: 4874.318359
	Iteration 67Q: 3 clusters Score -1494738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1494737.375000 Penalty: 4874.318359
	Iteration 68Q: 3 clusters Score -1494737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1494739.625000 Penalty: 4874.318359
	Iteration 69Q: 3 clusters Score -1494740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1494740.250000 Penalty: 4874.318359
	Iteration 70Q: 3 clusters Score -1494740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1494743.125000 Penalty: 4874.318359
	Iteration 71Q: 3 clusters Score -1494743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1494750.875000 Penalty: 4874.318359
	Iteration 72Q: 3 clusters Score -1494751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1494749.500000 Penalty: 4874.318359
	Iteration 73Q: 3 clusters Score -1494750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1494752.250000 Penalty: 4874.318359
	Iteration 74Q: 3 clusters Score -1494752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1494754.750000 Penalty: 4874.318359
	Iteration 75Q: 3 clusters Score -1494755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1494758.250000 Penalty: 4874.318359
	Iteration 76Q: 3 clusters Score -1494758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1494756.750000 Penalty: 4874.318359
	Iteration 77Q: 3 clusters Score -1494757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1494759.500000 Penalty: 4874.318359
	Iteration 78Q: 3 clusters Score -1494760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1494758.625000 Penalty: 4874.318359
	Iteration 79Q: 3 clusters Score -1494759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1494758.375000 Penalty: 4874.318359
	Iteration 80F: 3 clusters Score -1494758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Entering Unmasked Estep 
Score: -11564789.000000 Penalty: 2873.977051
	Iteration 0F: 2 clusters Score -1.156479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -11498500.000000 Penalty: 5747.954102
	Iteration 0F: 3 clusters Score -1.14985e+07 nChanged 50947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -11527726.000000 Penalty: 5747.954102
	Iteration 1F: 3 clusters Score -1.152773e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -11529275.000000 Penalty: 5747.954102
	Iteration 2Q: 3 clusters Score -1.152928e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -11531731.000000 Penalty: 5747.954102
	Iteration 3F: 3 clusters Score -1.153173e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -11535558.000000 Penalty: 5747.954102
	Iteration 4F: 3 clusters Score -1.153556e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -11540552.000000 Penalty: 5747.954102
	Iteration 5F: 3 clusters Score -1.154055e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -11546391.000000 Penalty: 5747.954102
	Iteration 6F: 3 clusters Score -1.154639e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -11551628.000000 Penalty: 5747.954102
	Iteration 7F: 3 clusters Score -1.155163e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -11555923.000000 Penalty: 5747.954102
	Iteration 8F: 3 clusters Score -1.155592e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -11558708.000000 Penalty: 5747.954102
	Iteration 9Q: 3 clusters Score -1.155871e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11560326.000000 Penalty: 5747.954102
	Iteration 10Q: 3 clusters Score -1.156033e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11561193.000000 Penalty: 5747.954102
	Iteration 11Q: 3 clusters Score -1.156119e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11561616.000000 Penalty: 5747.954102
	Iteration 12Q: 3 clusters Score -1.156162e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11561841.000000 Penalty: 5747.954102
	Iteration 13Q: 3 clusters Score -1.156184e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11561973.000000 Penalty: 5747.954102
	Iteration 14Q: 3 clusters Score -1.156197e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11562078.000000 Penalty: 5747.954102
	Iteration 15Q: 3 clusters Score -1.156208e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107303 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11562137.000000 Penalty: 5747.954102
	Iteration 16Q: 3 clusters Score -1.156214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11562168.000000 Penalty: 5747.954102
	Iteration 17Q: 3 clusters Score -1.156217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11562189.000000 Penalty: 5747.954102
	Iteration 18Q: 3 clusters Score -1.156219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107348 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11562216.000000 Penalty: 5747.954102
	Iteration 19Q: 3 clusters Score -1.156222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11562236.000000 Penalty: 5747.954102
	Iteration 20F: 3 clusters Score -1.156224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11562242.000000 Penalty: 5747.954102
	Iteration 21Q: 3 clusters Score -1.156224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11562245.000000 Penalty: 5747.954102
	Iteration 22Q: 3 clusters Score -1.156224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11562256.000000 Penalty: 5747.954102
	Iteration 23Q: 3 clusters Score -1.156226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11562255.000000 Penalty: 5747.954102
	Iteration 24Q: 3 clusters Score -1.156226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11562259.000000 Penalty: 5747.954102
	Iteration 25Q: 3 clusters Score -1.156226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11562261.000000 Penalty: 5747.954102
	Iteration 26Q: 3 clusters Score -1.156226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11562272.000000 Penalty: 5747.954102
	Iteration 27Q: 3 clusters Score -1.156227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11562277.000000 Penalty: 5747.954102
	Iteration 28Q: 3 clusters Score -1.156228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11562292.000000 Penalty: 5747.954102
	Iteration 29Q: 3 clusters Score -1.156229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11562295.000000 Penalty: 5747.954102
	Iteration 30Q: 3 clusters Score -1.15623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11562283.000000 Penalty: 5747.954102
	Iteration 31Q: 3 clusters Score -1.156228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11562298.000000 Penalty: 5747.954102
	Iteration 32Q: 3 clusters Score -1.15623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11562292.000000 Penalty: 5747.954102
	Iteration 33Q: 3 clusters Score -1.156229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11562292.000000 Penalty: 5747.954102
	Iteration 34F: 3 clusters Score -1.156229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -144965.703125 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -144965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142715.250000 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -142715.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -143301.281250 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -143301.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -143662.609375 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -143662.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -143971.296875 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -143971.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144238.640625 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -144238.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -144570.453125 Penalty: 3645.218506
	Iteration 5F: 3 clusters Score -144570.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144833.937500 Penalty: 3645.218506
	Iteration 6F: 3 clusters Score -144833.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -144990.640625 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -144990.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145073.343750 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -145073.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -145140.062500 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -145140.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145158.359375 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -145158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -145164.859375 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -145164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145170.265625 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -145170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145173.453125 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -145173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145175.812500 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -145175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145177.406250 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -145177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145177.406250 Penalty: 3645.218506
	Iteration 16F: 3 clusters Score -145177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 769 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122371 members 
Mstep: Class 12 contains 49985 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18409 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127305 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7415 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15870 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43868 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5068 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12687 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38691 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8399 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2729 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 786 members 
Entering Unmasked Estep 
Score: -150810704.000000 Penalty: 260548.078125
Splitting cluster 9 changes total score from -150812032.000000 to -150810704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -551933.875000 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -551933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -546859.750000 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -546859.8 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -548136.187500 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -548136.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -548374.500000 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -548374.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -548515.750000 Penalty: 4304.685547
	Iteration 3Q: 3 clusters Score -548515.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -548605.187500 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -548605.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -548676.437500 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -548676.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -548730.437500 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -548730.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -548777.000000 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -548777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -548815.937500 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -548815.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -548851.187500 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -548851.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -548878.062500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -548878.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -548898.812500 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -548898.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -548917.750000 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -548917.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -548936.125000 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -548936.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -548955.937500 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -548955.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -548973.750000 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -548973.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -548994.250000 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -548994.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -549016.250000 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -549016.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -549039.250000 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -549039.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -549059.437500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -549059.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -549078.250000 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -549078.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -549098.500000 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -549098.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -549114.500000 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -549114.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -549126.937500 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -549126.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -549143.312500 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -549143.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -549155.750000 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -549155.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -549168.875000 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -549168.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -549187.187500 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -549187.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -549220.625000 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -549220.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -549273.625000 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -549273.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -549347.250000 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -549347.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -549412.125000 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -549412.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -549487.375000 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -549487.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -549559.562500 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -549559.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -549633.687500 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -549633.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -549707.250000 Penalty: 4304.685547
	Iteration 35Q: 3 clusters Score -549707.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -549775.750000 Penalty: 4304.685547
	Iteration 36Q: 3 clusters Score -549775.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -549832.125000 Penalty: 4304.685547
	Iteration 37Q: 3 clusters Score -549832.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -549877.500000 Penalty: 4304.685547
	Iteration 38Q: 3 clusters Score -549877.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -549925.250000 Penalty: 4304.685547
	Iteration 39Q: 3 clusters Score -549925.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -549969.500000 Penalty: 4304.685547
	Iteration 40F: 3 clusters Score -549969.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -550001.562500 Penalty: 4304.685547
	Iteration 41Q: 3 clusters Score -550001.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -550028.062500 Penalty: 4304.685547
	Iteration 42Q: 3 clusters Score -550028.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -550054.437500 Penalty: 4304.685547
	Iteration 43Q: 3 clusters Score -550054.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -550076.187500 Penalty: 4304.685547
	Iteration 44Q: 3 clusters Score -550076.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -550099.625000 Penalty: 4304.685547
	Iteration 45Q: 3 clusters Score -550099.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -550122.562500 Penalty: 4304.685547
	Iteration 46Q: 3 clusters Score -550122.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -550156.187500 Penalty: 4304.685547
	Iteration 47Q: 3 clusters Score -550156.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -550195.875000 Penalty: 4304.685547
	Iteration 48Q: 3 clusters Score -550195.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -550222.687500 Penalty: 4304.685547
	Iteration 49Q: 3 clusters Score -550222.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -550248.500000 Penalty: 4304.685547
	Iteration 50Q: 3 clusters Score -550248.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -550280.687500 Penalty: 4304.685547
	Iteration 51Q: 3 clusters Score -550280.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -550306.500000 Penalty: 4304.685547
	Iteration 52Q: 3 clusters Score -550306.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -550335.500000 Penalty: 4304.685547
	Iteration 53Q: 3 clusters Score -550335.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -550363.062500 Penalty: 4304.685547
	Iteration 54Q: 3 clusters Score -550363.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -550394.687500 Penalty: 4304.685547
	Iteration 55Q: 3 clusters Score -550394.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -550421.500000 Penalty: 4304.685547
	Iteration 56Q: 3 clusters Score -550421.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -550446.500000 Penalty: 4304.685547
	Iteration 57Q: 3 clusters Score -550446.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -550469.625000 Penalty: 4304.685547
	Iteration 58Q: 3 clusters Score -550469.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -550486.562500 Penalty: 4304.685547
	Iteration 59Q: 3 clusters Score -550486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -550500.937500 Penalty: 4304.685547
	Iteration 60F: 3 clusters Score -550500.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -550515.750000 Penalty: 4304.685547
	Iteration 61Q: 3 clusters Score -550515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -550524.812500 Penalty: 4304.685547
	Iteration 62Q: 3 clusters Score -550524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -550531.437500 Penalty: 4304.685547
	Iteration 63Q: 3 clusters Score -550531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -550535.750000 Penalty: 4304.685547
	Iteration 64Q: 3 clusters Score -550535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -550538.812500 Penalty: 4304.685547
	Iteration 65Q: 3 clusters Score -550538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -550546.500000 Penalty: 4304.685547
	Iteration 66Q: 3 clusters Score -550546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -550547.875000 Penalty: 4304.685547
	Iteration 67Q: 3 clusters Score -550547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -550548.000000 Penalty: 4304.685547
	Iteration 68Q: 3 clusters Score -550548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -550548.812500 Penalty: 4304.685547
	Iteration 69Q: 3 clusters Score -550548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -550548.812500 Penalty: 4304.685547
	Iteration 70F: 3 clusters Score -550548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Entering Unmasked Estep 
Score: -9916160.000000 Penalty: 2905.273438
	Iteration 0F: 2 clusters Score -9916160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -9834561.000000 Penalty: 5810.546875
	Iteration 0F: 3 clusters Score -9834561 nChanged 57828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -9868075.000000 Penalty: 5810.546875
	Iteration 1F: 3 clusters Score -9868075 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -9868994.000000 Penalty: 5810.546875
	Iteration 2Q: 3 clusters Score -9868994 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -9870086.000000 Penalty: 5810.546875
	Iteration 3Q: 3 clusters Score -9870086 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -9871640.000000 Penalty: 5810.546875
	Iteration 4Q: 3 clusters Score -9871640 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -9874193.000000 Penalty: 5810.546875
	Iteration 5Q: 3 clusters Score -9874193 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -9878306.000000 Penalty: 5810.546875
	Iteration 6F: 3 clusters Score -9878306 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -9884762.000000 Penalty: 5810.546875
	Iteration 7F: 3 clusters Score -9884762 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -9893387.000000 Penalty: 5810.546875
	Iteration 8F: 3 clusters Score -9893387 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -9901829.000000 Penalty: 5810.546875
	Iteration 9F: 3 clusters Score -9901829 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -9907728.000000 Penalty: 5810.546875
	Iteration 10F: 3 clusters Score -9907728 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -9910794.000000 Penalty: 5810.546875
	Iteration 11Q: 3 clusters Score -9910794 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -9912281.000000 Penalty: 5810.546875
	Iteration 12Q: 3 clusters Score -9912281 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -9912921.000000 Penalty: 5810.546875
	Iteration 13Q: 3 clusters Score -9912921 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 121741 members 
Entering Unmasked Estep 
Score: -9913220.000000 Penalty: 5810.546875
	Iteration 14Q: 3 clusters Score -9913220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 121875 members 
Entering Unmasked Estep 
Score: -9913376.000000 Penalty: 5810.546875
	Iteration 15Q: 3 clusters Score -9913376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -9913435.000000 Penalty: 5810.546875
	Iteration 16Q: 3 clusters Score -9913435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -9913471.000000 Penalty: 5810.546875
	Iteration 17Q: 3 clusters Score -9913471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -9913500.000000 Penalty: 5810.546875
	Iteration 18Q: 3 clusters Score -9913500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
Score: -9913520.000000 Penalty: 5810.546875
	Iteration 19Q: 3 clusters Score -9913520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -9913541.000000 Penalty: 5810.546875
	Iteration 20F: 3 clusters Score -9913541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 122016 members 
Entering Unmasked Estep 
Score: -9913555.000000 Penalty: 5810.546875
	Iteration 21Q: 3 clusters Score -9913555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 122021 members 
Entering Unmasked Estep 
Score: -9913551.000000 Penalty: 5810.546875
	Iteration 22Q: 3 clusters Score -9913551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 122025 members 
Entering Unmasked Estep 
Score: -9913559.000000 Penalty: 5810.546875
	Iteration 23Q: 3 clusters Score -9913559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 122033 members 
Entering Unmasked Estep 
Score: -9913578.000000 Penalty: 5810.546875
	Iteration 24Q: 3 clusters Score -9913578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -9913584.000000 Penalty: 5810.546875
	Iteration 25Q: 3 clusters Score -9913584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 122044 members 
Entering Unmasked Estep 
Score: -9913593.000000 Penalty: 5810.546875
	Iteration 26Q: 3 clusters Score -9913593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -9913601.000000 Penalty: 5810.546875
	Iteration 27Q: 3 clusters Score -9913601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -9913612.000000 Penalty: 5810.546875
	Iteration 28Q: 3 clusters Score -9913612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 122051 members 
Entering Unmasked Estep 
Score: -9913620.000000 Penalty: 5810.546875
	Iteration 29Q: 3 clusters Score -9913620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -9913618.000000 Penalty: 5810.546875
	Iteration 30Q: 3 clusters Score -9913618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -9913618.000000 Penalty: 5810.546875
	Iteration 31F: 3 clusters Score -9913618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Entering Unmasked Estep 
Score: -4087544.250000 Penalty: 2683.230469
	Iteration 0F: 2 clusters Score -4087544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -4053874.000000 Penalty: 5366.460938
	Iteration 0F: 3 clusters Score -4053874 nChanged 23164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4066773.250000 Penalty: 5366.460938
	Iteration 1F: 3 clusters Score -4066773 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4067510.750000 Penalty: 5366.460938
	Iteration 2Q: 3 clusters Score -4067511 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4068301.500000 Penalty: 5366.460938
	Iteration 3Q: 3 clusters Score -4068302 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4069194.000000 Penalty: 5366.460938
	Iteration 4Q: 3 clusters Score -4069194 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -4070175.500000 Penalty: 5366.460938
	Iteration 5Q: 3 clusters Score -4070176 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4071315.500000 Penalty: 5366.460938
	Iteration 6Q: 3 clusters Score -4071316 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4072400.750000 Penalty: 5366.460938
	Iteration 7Q: 3 clusters Score -4072401 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4073378.000000 Penalty: 5366.460938
	Iteration 8Q: 3 clusters Score -4073378 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4074152.750000 Penalty: 5366.460938
	Iteration 9Q: 3 clusters Score -4074153 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -4074776.250000 Penalty: 5366.460938
	Iteration 10Q: 3 clusters Score -4074776 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4075233.000000 Penalty: 5366.460938
	Iteration 11Q: 3 clusters Score -4075233 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4075539.750000 Penalty: 5366.460938
	Iteration 12Q: 3 clusters Score -4075540 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -4075745.500000 Penalty: 5366.460938
	Iteration 13Q: 3 clusters Score -4075746 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -4075906.750000 Penalty: 5366.460938
	Iteration 14Q: 3 clusters Score -4075907 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4076066.000000 Penalty: 5366.460938
	Iteration 15Q: 3 clusters Score -4076066 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4076166.000000 Penalty: 5366.460938
	Iteration 16Q: 3 clusters Score -4076166 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4076297.750000 Penalty: 5366.460938
	Iteration 17Q: 3 clusters Score -4076298 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4076390.500000 Penalty: 5366.460938
	Iteration 18Q: 3 clusters Score -4076390 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -4076512.000000 Penalty: 5366.460938
	Iteration 19Q: 3 clusters Score -4076512 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -4076641.500000 Penalty: 5366.460938
	Iteration 20F: 3 clusters Score -4076642 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4076839.750000 Penalty: 5366.460938
	Iteration 21Q: 3 clusters Score -4076840 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4077079.750000 Penalty: 5366.460938
	Iteration 22Q: 3 clusters Score -4077080 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4077330.750000 Penalty: 5366.460938
	Iteration 23Q: 3 clusters Score -4077331 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4077670.500000 Penalty: 5366.460938
	Iteration 24Q: 3 clusters Score -4077670 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4078040.000000 Penalty: 5366.460938
	Iteration 25Q: 3 clusters Score -4078040 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4078469.000000 Penalty: 5366.460938
	Iteration 26Q: 3 clusters Score -4078469 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4079000.500000 Penalty: 5366.460938
	Iteration 27Q: 3 clusters Score -4079000 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4079631.000000 Penalty: 5366.460938
	Iteration 28Q: 3 clusters Score -4079631 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4080304.250000 Penalty: 5366.460938
	Iteration 29Q: 3 clusters Score -4080304 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4081023.250000 Penalty: 5366.460938
	Iteration 30Q: 3 clusters Score -4081023 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4081775.000000 Penalty: 5366.460938
	Iteration 31Q: 3 clusters Score -4081775 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4082530.250000 Penalty: 5366.460938
	Iteration 32Q: 3 clusters Score -4082530 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4083186.500000 Penalty: 5366.460938
	Iteration 33Q: 3 clusters Score -4083186 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4083692.500000 Penalty: 5366.460938
	Iteration 34Q: 3 clusters Score -4083692 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4084081.250000 Penalty: 5366.460938
	Iteration 35Q: 3 clusters Score -4084081 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4084378.500000 Penalty: 5366.460938
	Iteration 36Q: 3 clusters Score -4084378 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4084593.750000 Penalty: 5366.460938
	Iteration 37Q: 3 clusters Score -4084594 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4084781.000000 Penalty: 5366.460938
	Iteration 38Q: 3 clusters Score -4084781 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4084902.250000 Penalty: 5366.460938
	Iteration 39Q: 3 clusters Score -4084902 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4085021.500000 Penalty: 5366.460938
	Iteration 40F: 3 clusters Score -4085022 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4085104.500000 Penalty: 5366.460938
	Iteration 41Q: 3 clusters Score -4085104 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4085160.500000 Penalty: 5366.460938
	Iteration 42Q: 3 clusters Score -4085160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4085214.500000 Penalty: 5366.460938
	Iteration 43Q: 3 clusters Score -4085214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4085253.000000 Penalty: 5366.460938
	Iteration 44Q: 3 clusters Score -4085253 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4085278.750000 Penalty: 5366.460938
	Iteration 45Q: 3 clusters Score -4085279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4085308.500000 Penalty: 5366.460938
	Iteration 46Q: 3 clusters Score -4085308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4085306.750000 Penalty: 5366.460938
	Iteration 47Q: 3 clusters Score -4085307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4085325.500000 Penalty: 5366.460938
	Iteration 48Q: 3 clusters Score -4085326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4085341.000000 Penalty: 5366.460938
	Iteration 49Q: 3 clusters Score -4085341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4085351.000000 Penalty: 5366.460938
	Iteration 50Q: 3 clusters Score -4085351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4085361.750000 Penalty: 5366.460938
	Iteration 51Q: 3 clusters Score -4085362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4085377.250000 Penalty: 5366.460938
	Iteration 52Q: 3 clusters Score -4085377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4085388.250000 Penalty: 5366.460938
	Iteration 53Q: 3 clusters Score -4085388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4085397.750000 Penalty: 5366.460938
	Iteration 54Q: 3 clusters Score -4085398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4085397.250000 Penalty: 5366.460938
	Iteration 55Q: 3 clusters Score -4085397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4085412.250000 Penalty: 5366.460938
	Iteration 56Q: 3 clusters Score -4085412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4085426.750000 Penalty: 5366.460938
	Iteration 57Q: 3 clusters Score -4085427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4085423.500000 Penalty: 5366.460938
	Iteration 58Q: 3 clusters Score -4085424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4085439.000000 Penalty: 5366.460938
	Iteration 59Q: 3 clusters Score -4085439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4085441.250000 Penalty: 5366.460938
	Iteration 60F: 3 clusters Score -4085441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4085450.500000 Penalty: 5366.460938
	Iteration 61Q: 3 clusters Score -4085450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4085455.750000 Penalty: 5366.460938
	Iteration 62Q: 3 clusters Score -4085456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4085456.000000 Penalty: 5366.460938
	Iteration 63Q: 3 clusters Score -4085456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4085461.500000 Penalty: 5366.460938
	Iteration 64Q: 3 clusters Score -4085462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4085462.000000 Penalty: 5366.460938
	Iteration 65Q: 3 clusters Score -4085462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4085473.000000 Penalty: 5366.460938
	Iteration 66Q: 3 clusters Score -4085473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4085479.000000 Penalty: 5366.460938
	Iteration 67Q: 3 clusters Score -4085479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4085485.750000 Penalty: 5366.460938
	Iteration 68Q: 3 clusters Score -4085486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4085485.500000 Penalty: 5366.460938
	Iteration 69Q: 3 clusters Score -4085486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4085487.250000 Penalty: 5366.460938
	Iteration 70Q: 3 clusters Score -4085487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4085490.000000 Penalty: 5366.460938
	Iteration 71Q: 3 clusters Score -4085490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4085488.000000 Penalty: 5366.460938
	Iteration 72Q: 3 clusters Score -4085488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4085494.000000 Penalty: 5366.460938
	Iteration 73Q: 3 clusters Score -4085494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4085494.500000 Penalty: 5366.460938
	Iteration 74Q: 3 clusters Score -4085494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4085500.500000 Penalty: 5366.460938
	Iteration 75Q: 3 clusters Score -4085500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4085504.000000 Penalty: 5366.460938
	Iteration 76Q: 3 clusters Score -4085504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4085507.250000 Penalty: 5366.460938
	Iteration 77Q: 3 clusters Score -4085507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4085515.000000 Penalty: 5366.460938
	Iteration 78Q: 3 clusters Score -4085515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4085508.750000 Penalty: 5366.460938
	Iteration 79Q: 3 clusters Score -4085509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4085508.250000 Penalty: 5366.460938
	Iteration 80F: 3 clusters Score -4085508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4085517.250000 Penalty: 5366.460938
	Iteration 81Q: 3 clusters Score -4085517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4085515.250000 Penalty: 5366.460938
	Iteration 82Q: 3 clusters Score -4085515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4085516.000000 Penalty: 5366.460938
	Iteration 83Q: 3 clusters Score -4085516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4085520.750000 Penalty: 5366.460938
	Iteration 84Q: 3 clusters Score -4085521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4085524.750000 Penalty: 5366.460938
	Iteration 85Q: 3 clusters Score -4085525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4085524.000000 Penalty: 5366.460938
	Iteration 86Q: 3 clusters Score -4085524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4085523.500000 Penalty: 5366.460938
	Iteration 87Q: 3 clusters Score -4085524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4085529.250000 Penalty: 5366.460938
	Iteration 88Q: 3 clusters Score -4085529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4085541.250000 Penalty: 5366.460938
	Iteration 89Q: 3 clusters Score -4085541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4085540.000000 Penalty: 5366.460938
	Iteration 90Q: 3 clusters Score -4085540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4085537.500000 Penalty: 5366.460938
	Iteration 91Q: 3 clusters Score -4085538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4085540.750000 Penalty: 5366.460938
	Iteration 92Q: 3 clusters Score -4085541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4085541.000000 Penalty: 5366.460938
	Iteration 93Q: 3 clusters Score -4085541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4085537.250000 Penalty: 5366.460938
	Iteration 94Q: 3 clusters Score -4085537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4085539.250000 Penalty: 5366.460938
	Iteration 95Q: 3 clusters Score -4085539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4085542.750000 Penalty: 5366.460938
	Iteration 96Q: 3 clusters Score -4085543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4085546.250000 Penalty: 5366.460938
	Iteration 97Q: 3 clusters Score -4085546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4085549.000000 Penalty: 5366.460938
	Iteration 98Q: 3 clusters Score -4085549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4085547.750000 Penalty: 5366.460938
	Iteration 99Q: 3 clusters Score -4085548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4085548.750000 Penalty: 5366.460938
	Iteration 100F: 3 clusters Score -4085549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4085550.500000 Penalty: 5366.460938
	Iteration 101Q: 3 clusters Score -4085550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4085551.750000 Penalty: 5366.460938
	Iteration 102Q: 3 clusters Score -4085552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4085551.250000 Penalty: 5366.460938
	Iteration 103Q: 3 clusters Score -4085551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4085553.250000 Penalty: 5366.460938
	Iteration 104Q: 3 clusters Score -4085553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4085552.500000 Penalty: 5366.460938
	Iteration 105Q: 3 clusters Score -4085552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4085552.000000 Penalty: 5366.460938
	Iteration 106Q: 3 clusters Score -4085552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4085556.500000 Penalty: 5366.460938
	Iteration 107Q: 3 clusters Score -4085556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4085556.500000 Penalty: 5366.460938
	Iteration 108F: 3 clusters Score -4085556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -175596.125000 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -175596.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -172769.984375 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -172770 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -173326.312500 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -173326.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173436.281250 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -173436.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -173502.625000 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -173502.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -173556.921875 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -173556.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173596.578125 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -173596.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -173623.718750 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -173623.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -173648.156250 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -173648.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173675.359375 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -173675.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173702.875000 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -173702.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173729.125000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -173729.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -173752.906250 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -173752.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173763.406250 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -173763.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173775.375000 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -173775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173784.109375 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -173784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -173789.468750 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -173789.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173797.578125 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -173797.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -173808.125000 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -173808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -173817.000000 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -173817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173824.671875 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -173824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173829.812500 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -173829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173837.375000 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -173837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173842.625000 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -173842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173852.328125 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -173852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173860.890625 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -173860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -173869.625000 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -173869.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -173878.375000 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -173878.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173888.968750 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -173889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -173896.953125 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -173897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -173903.671875 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -173903.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -173909.234375 Penalty: 3840.446777
	Iteration 30Q: 3 clusters Score -173909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -173917.546875 Penalty: 3840.446777
	Iteration 31Q: 3 clusters Score -173917.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -173928.687500 Penalty: 3840.446777
	Iteration 32Q: 3 clusters Score -173928.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -173940.468750 Penalty: 3840.446777
	Iteration 33Q: 3 clusters Score -173940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173946.343750 Penalty: 3840.446777
	Iteration 34Q: 3 clusters Score -173946.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173954.359375 Penalty: 3840.446777
	Iteration 35Q: 3 clusters Score -173954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173963.703125 Penalty: 3840.446777
	Iteration 36Q: 3 clusters Score -173963.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -173970.781250 Penalty: 3840.446777
	Iteration 37Q: 3 clusters Score -173970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -173979.406250 Penalty: 3840.446777
	Iteration 38Q: 3 clusters Score -173979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -173985.750000 Penalty: 3840.446777
	Iteration 39Q: 3 clusters Score -173985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -173990.875000 Penalty: 3840.446777
	Iteration 40F: 3 clusters Score -173990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -173994.609375 Penalty: 3840.446777
	Iteration 41Q: 3 clusters Score -173994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -173998.609375 Penalty: 3840.446777
	Iteration 42Q: 3 clusters Score -173998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174000.265625 Penalty: 3840.446777
	Iteration 43Q: 3 clusters Score -174000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -174001.312500 Penalty: 3840.446777
	Iteration 44Q: 3 clusters Score -174001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174003.515625 Penalty: 3840.446777
	Iteration 45Q: 3 clusters Score -174003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -174004.734375 Penalty: 3840.446777
	Iteration 46Q: 3 clusters Score -174004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174004.640625 Penalty: 3840.446777
	Iteration 47Q: 3 clusters Score -174004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174004.640625 Penalty: 3840.446777
	Iteration 48F: 3 clusters Score -174004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Entering Unmasked Estep 
Score: -1570746.250000 Penalty: 2449.098389
	Iteration 0F: 2 clusters Score -1570746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1557010.000000 Penalty: 4898.196777
	Iteration 0F: 3 clusters Score -1557010 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1561518.750000 Penalty: 4898.196777
	Iteration 1F: 3 clusters Score -1561519 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1561868.250000 Penalty: 4898.196777
	Iteration 2Q: 3 clusters Score -1561868 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1562167.500000 Penalty: 4898.196777
	Iteration 3Q: 3 clusters Score -1562168 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1562400.375000 Penalty: 4898.196777
	Iteration 4Q: 3 clusters Score -1562400 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1562628.750000 Penalty: 4898.196777
	Iteration 5Q: 3 clusters Score -1562629 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1562862.375000 Penalty: 4898.196777
	Iteration 6Q: 3 clusters Score -1562862 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1563129.625000 Penalty: 4898.196777
	Iteration 7Q: 3 clusters Score -1563130 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1563533.750000 Penalty: 4898.196777
	Iteration 8Q: 3 clusters Score -1563534 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1564064.750000 Penalty: 4898.196777
	Iteration 9Q: 3 clusters Score -1564065 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1564744.000000 Penalty: 4898.196777
	Iteration 10Q: 3 clusters Score -1564744 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1565493.625000 Penalty: 4898.196777
	Iteration 11Q: 3 clusters Score -1565494 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1566167.625000 Penalty: 4898.196777
	Iteration 12Q: 3 clusters Score -1566168 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1566669.375000 Penalty: 4898.196777
	Iteration 13Q: 3 clusters Score -1566669 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1566943.625000 Penalty: 4898.196777
	Iteration 14Q: 3 clusters Score -1566944 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1567092.750000 Penalty: 4898.196777
	Iteration 15Q: 3 clusters Score -1567093 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1567189.500000 Penalty: 4898.196777
	Iteration 16Q: 3 clusters Score -1567190 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1567256.625000 Penalty: 4898.196777
	Iteration 17Q: 3 clusters Score -1567257 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1567299.500000 Penalty: 4898.196777
	Iteration 18Q: 3 clusters Score -1567300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1567336.250000 Penalty: 4898.196777
	Iteration 19Q: 3 clusters Score -1567336 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1567366.375000 Penalty: 4898.196777
	Iteration 20F: 3 clusters Score -1567366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1567391.125000 Penalty: 4898.196777
	Iteration 21Q: 3 clusters Score -1567391 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1567410.500000 Penalty: 4898.196777
	Iteration 22Q: 3 clusters Score -1567410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1567434.250000 Penalty: 4898.196777
	Iteration 23Q: 3 clusters Score -1567434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1567447.750000 Penalty: 4898.196777
	Iteration 24Q: 3 clusters Score -1567448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1567463.750000 Penalty: 4898.196777
	Iteration 25Q: 3 clusters Score -1567464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1567475.625000 Penalty: 4898.196777
	Iteration 26Q: 3 clusters Score -1567476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1567504.250000 Penalty: 4898.196777
	Iteration 27Q: 3 clusters Score -1567504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1567517.250000 Penalty: 4898.196777
	Iteration 28Q: 3 clusters Score -1567517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1567533.000000 Penalty: 4898.196777
	Iteration 29Q: 3 clusters Score -1567533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1567548.000000 Penalty: 4898.196777
	Iteration 30Q: 3 clusters Score -1567548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1567567.250000 Penalty: 4898.196777
	Iteration 31Q: 3 clusters Score -1567567 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1567586.875000 Penalty: 4898.196777
	Iteration 32Q: 3 clusters Score -1567587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1567589.750000 Penalty: 4898.196777
	Iteration 33Q: 3 clusters Score -1567590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1567617.750000 Penalty: 4898.196777
	Iteration 34Q: 3 clusters Score -1567618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1567635.000000 Penalty: 4898.196777
	Iteration 35Q: 3 clusters Score -1567635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1567655.375000 Penalty: 4898.196777
	Iteration 36Q: 3 clusters Score -1567655 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1567678.500000 Penalty: 4898.196777
	Iteration 37Q: 3 clusters Score -1567678 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1567706.875000 Penalty: 4898.196777
	Iteration 38Q: 3 clusters Score -1567707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1567736.125000 Penalty: 4898.196777
	Iteration 39Q: 3 clusters Score -1567736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1567761.250000 Penalty: 4898.196777
	Iteration 40F: 3 clusters Score -1567761 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1567789.625000 Penalty: 4898.196777
	Iteration 41Q: 3 clusters Score -1567790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1567826.000000 Penalty: 4898.196777
	Iteration 42Q: 3 clusters Score -1567826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1567854.500000 Penalty: 4898.196777
	Iteration 43Q: 3 clusters Score -1567854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1567879.625000 Penalty: 4898.196777
	Iteration 44Q: 3 clusters Score -1567880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1567907.250000 Penalty: 4898.196777
	Iteration 45Q: 3 clusters Score -1567907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1567933.875000 Penalty: 4898.196777
	Iteration 46Q: 3 clusters Score -1567934 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1567964.750000 Penalty: 4898.196777
	Iteration 47Q: 3 clusters Score -1567965 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1567997.250000 Penalty: 4898.196777
	Iteration 48Q: 3 clusters Score -1567997 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1568027.250000 Penalty: 4898.196777
	Iteration 49Q: 3 clusters Score -1568027 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1568063.500000 Penalty: 4898.196777
	Iteration 50Q: 3 clusters Score -1568064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1568100.500000 Penalty: 4898.196777
	Iteration 51Q: 3 clusters Score -1568100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1568132.125000 Penalty: 4898.196777
	Iteration 52Q: 3 clusters Score -1568132 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1568177.750000 Penalty: 4898.196777
	Iteration 53Q: 3 clusters Score -1568178 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1568223.500000 Penalty: 4898.196777
	Iteration 54Q: 3 clusters Score -1568224 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1568260.375000 Penalty: 4898.196777
	Iteration 55Q: 3 clusters Score -1568260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1568298.125000 Penalty: 4898.196777
	Iteration 56Q: 3 clusters Score -1568298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1568342.875000 Penalty: 4898.196777
	Iteration 57Q: 3 clusters Score -1568343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1568374.500000 Penalty: 4898.196777
	Iteration 58Q: 3 clusters Score -1568374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1568402.750000 Penalty: 4898.196777
	Iteration 59Q: 3 clusters Score -1568403 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1568427.625000 Penalty: 4898.196777
	Iteration 60F: 3 clusters Score -1568428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1568452.375000 Penalty: 4898.196777
	Iteration 61Q: 3 clusters Score -1568452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1568477.750000 Penalty: 4898.196777
	Iteration 62Q: 3 clusters Score -1568478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1568498.875000 Penalty: 4898.196777
	Iteration 63Q: 3 clusters Score -1568499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1568516.000000 Penalty: 4898.196777
	Iteration 64Q: 3 clusters Score -1568516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1568539.000000 Penalty: 4898.196777
	Iteration 65Q: 3 clusters Score -1568539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1568555.125000 Penalty: 4898.196777
	Iteration 66Q: 3 clusters Score -1568555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1568565.500000 Penalty: 4898.196777
	Iteration 67Q: 3 clusters Score -1568566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1568578.625000 Penalty: 4898.196777
	Iteration 68Q: 3 clusters Score -1568579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1568584.000000 Penalty: 4898.196777
	Iteration 69Q: 3 clusters Score -1568584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1568594.375000 Penalty: 4898.196777
	Iteration 70Q: 3 clusters Score -1568594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1568601.875000 Penalty: 4898.196777
	Iteration 71Q: 3 clusters Score -1568602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1568611.625000 Penalty: 4898.196777
	Iteration 72Q: 3 clusters Score -1568612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1568613.375000 Penalty: 4898.196777
	Iteration 73Q: 3 clusters Score -1568613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1568616.500000 Penalty: 4898.196777
	Iteration 74Q: 3 clusters Score -1568616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1568616.375000 Penalty: 4898.196777
	Iteration 75Q: 3 clusters Score -1568616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1568622.875000 Penalty: 4898.196777
	Iteration 76Q: 3 clusters Score -1568623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1568634.125000 Penalty: 4898.196777
	Iteration 77Q: 3 clusters Score -1568634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1568639.250000 Penalty: 4898.196777
	Iteration 78Q: 3 clusters Score -1568639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1568645.000000 Penalty: 4898.196777
	Iteration 79Q: 3 clusters Score -1568645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1568650.875000 Penalty: 4898.196777
	Iteration 80F: 3 clusters Score -1568651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1568660.000000 Penalty: 4898.196777
	Iteration 81Q: 3 clusters Score -1568660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -1568667.125000 Penalty: 4898.196777
	Iteration 82Q: 3 clusters Score -1568667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1568671.250000 Penalty: 4898.196777
	Iteration 83Q: 3 clusters Score -1568671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1568675.625000 Penalty: 4898.196777
	Iteration 84Q: 3 clusters Score -1568676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1568678.000000 Penalty: 4898.196777
	Iteration 85Q: 3 clusters Score -1568678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1568682.000000 Penalty: 4898.196777
	Iteration 86Q: 3 clusters Score -1568682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1568684.125000 Penalty: 4898.196777
	Iteration 87Q: 3 clusters Score -1568684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1568689.375000 Penalty: 4898.196777
	Iteration 88Q: 3 clusters Score -1568689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1568689.500000 Penalty: 4898.196777
	Iteration 89Q: 3 clusters Score -1568690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1568689.750000 Penalty: 4898.196777
	Iteration 90Q: 3 clusters Score -1568690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1568691.625000 Penalty: 4898.196777
	Iteration 91Q: 3 clusters Score -1568692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1568696.500000 Penalty: 4898.196777
	Iteration 92Q: 3 clusters Score -1568696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1568695.750000 Penalty: 4898.196777
	Iteration 93Q: 3 clusters Score -1568696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1568694.625000 Penalty: 4898.196777
	Iteration 94Q: 3 clusters Score -1568695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1568694.875000 Penalty: 4898.196777
	Iteration 95Q: 3 clusters Score -1568695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1568697.375000 Penalty: 4898.196777
	Iteration 96Q: 3 clusters Score -1568697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1568698.375000 Penalty: 4898.196777
	Iteration 97Q: 3 clusters Score -1568698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1568702.000000 Penalty: 4898.196777
	Iteration 98Q: 3 clusters Score -1568702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1568703.000000 Penalty: 4898.196777
	Iteration 99Q: 3 clusters Score -1568703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1568705.875000 Penalty: 4898.196777
	Iteration 100F: 3 clusters Score -1568706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1568708.250000 Penalty: 4898.196777
	Iteration 101Q: 3 clusters Score -1568708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1568707.125000 Penalty: 4898.196777
	Iteration 102Q: 3 clusters Score -1568707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1568710.000000 Penalty: 4898.196777
	Iteration 103Q: 3 clusters Score -1568710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1568707.500000 Penalty: 4898.196777
	Iteration 104Q: 3 clusters Score -1568708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1568707.875000 Penalty: 4898.196777
	Iteration 105Q: 3 clusters Score -1568708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1568709.250000 Penalty: 4898.196777
	Iteration 106Q: 3 clusters Score -1568709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1568710.250000 Penalty: 4898.196777
	Iteration 107Q: 3 clusters Score -1568710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1568708.125000 Penalty: 4898.196777
	Iteration 108Q: 3 clusters Score -1568708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1568711.625000 Penalty: 4898.196777
	Iteration 109Q: 3 clusters Score -1568712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1568711.000000 Penalty: 4898.196777
	Iteration 110Q: 3 clusters Score -1568711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1568712.750000 Penalty: 4898.196777
	Iteration 111Q: 3 clusters Score -1568713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1568714.750000 Penalty: 4898.196777
	Iteration 112Q: 3 clusters Score -1568715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1568713.125000 Penalty: 4898.196777
	Iteration 113Q: 3 clusters Score -1568713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1568714.000000 Penalty: 4898.196777
	Iteration 114Q: 3 clusters Score -1568714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1568718.000000 Penalty: 4898.196777
	Iteration 115Q: 3 clusters Score -1568718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1568717.500000 Penalty: 4898.196777
	Iteration 116Q: 3 clusters Score -1568718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1568722.250000 Penalty: 4898.196777
	Iteration 117Q: 3 clusters Score -1568722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1568721.375000 Penalty: 4898.196777
	Iteration 118Q: 3 clusters Score -1568721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1568723.125000 Penalty: 4898.196777
	Iteration 119Q: 3 clusters Score -1568723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1568724.625000 Penalty: 4898.196777
	Iteration 120F: 3 clusters Score -1568725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1568725.625000 Penalty: 4898.196777
	Iteration 121Q: 3 clusters Score -1568726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1568720.875000 Penalty: 4898.196777
	Iteration 122Q: 3 clusters Score -1568721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1568723.875000 Penalty: 4898.196777
	Iteration 123Q: 3 clusters Score -1568724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1568719.625000 Penalty: 4898.196777
	Iteration 124Q: 3 clusters Score -1568720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1568721.250000 Penalty: 4898.196777
	Iteration 125Q: 3 clusters Score -1568721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1568721.250000 Penalty: 4898.196777
	Iteration 126F: 3 clusters Score -1568721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -1451076.250000 Penalty: 2435.507568
	Iteration 0F: 2 clusters Score -1451076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1437998.000000 Penalty: 4871.015137
	Iteration 0F: 3 clusters Score -1437998 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1442442.875000 Penalty: 4871.015137
	Iteration 1F: 3 clusters Score -1442443 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1442929.875000 Penalty: 4871.015137
	Iteration 2F: 3 clusters Score -1442930 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1443329.500000 Penalty: 4871.015137
	Iteration 3F: 3 clusters Score -1443330 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1443700.125000 Penalty: 4871.015137
	Iteration 4Q: 3 clusters Score -1443700 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1444069.500000 Penalty: 4871.015137
	Iteration 5Q: 3 clusters Score -1444070 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1444420.375000 Penalty: 4871.015137
	Iteration 6Q: 3 clusters Score -1444420 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1444805.000000 Penalty: 4871.015137
	Iteration 7Q: 3 clusters Score -1444805 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1445170.375000 Penalty: 4871.015137
	Iteration 8Q: 3 clusters Score -1445170 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1445544.000000 Penalty: 4871.015137
	Iteration 9Q: 3 clusters Score -1445544 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1445962.000000 Penalty: 4871.015137
	Iteration 10Q: 3 clusters Score -1445962 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1446503.250000 Penalty: 4871.015137
	Iteration 11Q: 3 clusters Score -1446503 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1447194.750000 Penalty: 4871.015137
	Iteration 12Q: 3 clusters Score -1447195 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1448077.750000 Penalty: 4871.015137
	Iteration 13F: 3 clusters Score -1448078 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1448945.625000 Penalty: 4871.015137
	Iteration 14Q: 3 clusters Score -1448946 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1449639.375000 Penalty: 4871.015137
	Iteration 15Q: 3 clusters Score -1449639 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1450065.375000 Penalty: 4871.015137
	Iteration 16Q: 3 clusters Score -1450065 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1450276.375000 Penalty: 4871.015137
	Iteration 17Q: 3 clusters Score -1450276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1450350.500000 Penalty: 4871.015137
	Iteration 18Q: 3 clusters Score -1450350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1450390.000000 Penalty: 4871.015137
	Iteration 19Q: 3 clusters Score -1450390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1450402.750000 Penalty: 4871.015137
	Iteration 20F: 3 clusters Score -1450403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1450413.875000 Penalty: 4871.015137
	Iteration 21Q: 3 clusters Score -1450414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1450419.125000 Penalty: 4871.015137
	Iteration 22Q: 3 clusters Score -1450419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1450415.875000 Penalty: 4871.015137
	Iteration 23Q: 3 clusters Score -1450416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1450419.250000 Penalty: 4871.015137
	Iteration 24Q: 3 clusters Score -1450419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1450424.875000 Penalty: 4871.015137
	Iteration 25Q: 3 clusters Score -1450425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1450424.375000 Penalty: 4871.015137
	Iteration 26Q: 3 clusters Score -1450424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1450424.250000 Penalty: 4871.015137
	Iteration 27Q: 3 clusters Score -1450424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1450423.500000 Penalty: 4871.015137
	Iteration 28Q: 3 clusters Score -1450424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1450424.000000 Penalty: 4871.015137
	Iteration 29Q: 3 clusters Score -1450424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1450423.000000 Penalty: 4871.015137
	Iteration 30Q: 3 clusters Score -1450423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1450423.000000 Penalty: 4871.015137
	Iteration 31F: 3 clusters Score -1450423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Entering Unmasked Estep 
Score: -2634366.250000 Penalty: 2583.029785
	Iteration 0F: 2 clusters Score -2634366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2611553.500000 Penalty: 5166.059570
	Iteration 0F: 3 clusters Score -2611554 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2620041.750000 Penalty: 5166.059570
	Iteration 1F: 3 clusters Score -2620042 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2620713.250000 Penalty: 5166.059570
	Iteration 2F: 3 clusters Score -2620713 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2621349.500000 Penalty: 5166.059570
	Iteration 3Q: 3 clusters Score -2621350 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2622009.500000 Penalty: 5166.059570
	Iteration 4Q: 3 clusters Score -2622010 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2622620.250000 Penalty: 5166.059570
	Iteration 5Q: 3 clusters Score -2622620 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2623210.250000 Penalty: 5166.059570
	Iteration 6Q: 3 clusters Score -2623210 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2623833.000000 Penalty: 5166.059570
	Iteration 7Q: 3 clusters Score -2623833 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2624566.000000 Penalty: 5166.059570
	Iteration 8Q: 3 clusters Score -2624566 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2625289.750000 Penalty: 5166.059570
	Iteration 9Q: 3 clusters Score -2625290 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2626025.750000 Penalty: 5166.059570
	Iteration 10Q: 3 clusters Score -2626026 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2626740.750000 Penalty: 5166.059570
	Iteration 11Q: 3 clusters Score -2626741 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2627341.500000 Penalty: 5166.059570
	Iteration 12Q: 3 clusters Score -2627342 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2627837.000000 Penalty: 5166.059570
	Iteration 13Q: 3 clusters Score -2627837 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2628245.000000 Penalty: 5166.059570
	Iteration 14Q: 3 clusters Score -2628245 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2628561.500000 Penalty: 5166.059570
	Iteration 15Q: 3 clusters Score -2628562 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2628808.250000 Penalty: 5166.059570
	Iteration 16Q: 3 clusters Score -2628808 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2629060.500000 Penalty: 5166.059570
	Iteration 17Q: 3 clusters Score -2629060 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2629335.750000 Penalty: 5166.059570
	Iteration 18Q: 3 clusters Score -2629336 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2629575.750000 Penalty: 5166.059570
	Iteration 19Q: 3 clusters Score -2629576 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2629764.500000 Penalty: 5166.059570
	Iteration 20F: 3 clusters Score -2629764 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2629939.250000 Penalty: 5166.059570
	Iteration 21Q: 3 clusters Score -2629939 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2630113.250000 Penalty: 5166.059570
	Iteration 22Q: 3 clusters Score -2630113 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2630263.000000 Penalty: 5166.059570
	Iteration 23Q: 3 clusters Score -2630263 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2630419.500000 Penalty: 5166.059570
	Iteration 24Q: 3 clusters Score -2630420 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2630543.000000 Penalty: 5166.059570
	Iteration 25Q: 3 clusters Score -2630543 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2630684.500000 Penalty: 5166.059570
	Iteration 26Q: 3 clusters Score -2630684 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -2630800.750000 Penalty: 5166.059570
	Iteration 27Q: 3 clusters Score -2630801 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2630910.500000 Penalty: 5166.059570
	Iteration 28Q: 3 clusters Score -2630910 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -2630993.250000 Penalty: 5166.059570
	Iteration 29Q: 3 clusters Score -2630993 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2631075.500000 Penalty: 5166.059570
	Iteration 30Q: 3 clusters Score -2631076 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2631159.750000 Penalty: 5166.059570
	Iteration 31Q: 3 clusters Score -2631160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2631212.500000 Penalty: 5166.059570
	Iteration 32Q: 3 clusters Score -2631212 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2631270.750000 Penalty: 5166.059570
	Iteration 33Q: 3 clusters Score -2631271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -2631326.500000 Penalty: 5166.059570
	Iteration 34Q: 3 clusters Score -2631326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -2631370.500000 Penalty: 5166.059570
	Iteration 35Q: 3 clusters Score -2631370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -2631406.500000 Penalty: 5166.059570
	Iteration 36Q: 3 clusters Score -2631406 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -2631436.250000 Penalty: 5166.059570
	Iteration 37Q: 3 clusters Score -2631436 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -2631458.000000 Penalty: 5166.059570
	Iteration 38Q: 3 clusters Score -2631458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -2631488.000000 Penalty: 5166.059570
	Iteration 39Q: 3 clusters Score -2631488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -2631499.750000 Penalty: 5166.059570
	Iteration 40F: 3 clusters Score -2631500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -2631533.250000 Penalty: 5166.059570
	Iteration 41Q: 3 clusters Score -2631533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2631550.500000 Penalty: 5166.059570
	Iteration 42Q: 3 clusters Score -2631550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -2631579.000000 Penalty: 5166.059570
	Iteration 43Q: 3 clusters Score -2631579 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -2631613.750000 Penalty: 5166.059570
	Iteration 44Q: 3 clusters Score -2631614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2631639.500000 Penalty: 5166.059570
	Iteration 45Q: 3 clusters Score -2631640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -2631672.750000 Penalty: 5166.059570
	Iteration 46Q: 3 clusters Score -2631673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -2631718.250000 Penalty: 5166.059570
	Iteration 47Q: 3 clusters Score -2631718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -2631773.250000 Penalty: 5166.059570
	Iteration 48Q: 3 clusters Score -2631773 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -2631841.500000 Penalty: 5166.059570
	Iteration 49Q: 3 clusters Score -2631842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -2631905.500000 Penalty: 5166.059570
	Iteration 50Q: 3 clusters Score -2631906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2631966.250000 Penalty: 5166.059570
	Iteration 51Q: 3 clusters Score -2631966 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2632043.500000 Penalty: 5166.059570
	Iteration 52Q: 3 clusters Score -2632044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2632133.250000 Penalty: 5166.059570
	Iteration 53Q: 3 clusters Score -2632133 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -2632244.000000 Penalty: 5166.059570
	Iteration 54Q: 3 clusters Score -2632244 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -2632418.500000 Penalty: 5166.059570
	Iteration 55Q: 3 clusters Score -2632418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2632588.250000 Penalty: 5166.059570
	Iteration 56Q: 3 clusters Score -2632588 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -2632703.500000 Penalty: 5166.059570
	Iteration 57Q: 3 clusters Score -2632704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -2632766.000000 Penalty: 5166.059570
	Iteration 58Q: 3 clusters Score -2632766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -2632787.250000 Penalty: 5166.059570
	Iteration 59Q: 3 clusters Score -2632787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -2632795.000000 Penalty: 5166.059570
	Iteration 60F: 3 clusters Score -2632795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2632804.500000 Penalty: 5166.059570
	Iteration 61Q: 3 clusters Score -2632804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -2632802.750000 Penalty: 5166.059570
	Iteration 62Q: 3 clusters Score -2632803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -2632804.000000 Penalty: 5166.059570
	Iteration 63Q: 3 clusters Score -2632804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -2632805.500000 Penalty: 5166.059570
	Iteration 64Q: 3 clusters Score -2632806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2632811.000000 Penalty: 5166.059570
	Iteration 65Q: 3 clusters Score -2632811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -2632812.500000 Penalty: 5166.059570
	Iteration 66Q: 3 clusters Score -2632812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -2632814.500000 Penalty: 5166.059570
	Iteration 67Q: 3 clusters Score -2632814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -2632818.750000 Penalty: 5166.059570
	Iteration 68Q: 3 clusters Score -2632819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -2632819.000000 Penalty: 5166.059570
	Iteration 69Q: 3 clusters Score -2632819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -2632820.500000 Penalty: 5166.059570
	Iteration 70Q: 3 clusters Score -2632820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -2632823.750000 Penalty: 5166.059570
	Iteration 71Q: 3 clusters Score -2632824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -2632826.750000 Penalty: 5166.059570
	Iteration 72Q: 3 clusters Score -2632827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -2632826.000000 Penalty: 5166.059570
	Iteration 73Q: 3 clusters Score -2632826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -2632824.250000 Penalty: 5166.059570
	Iteration 74Q: 3 clusters Score -2632824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -2632825.500000 Penalty: 5166.059570
	Iteration 75Q: 3 clusters Score -2632826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -2632825.500000 Penalty: 5166.059570
	Iteration 76Q: 3 clusters Score -2632826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -2632825.500000 Penalty: 5166.059570
	Iteration 77F: 3 clusters Score -2632826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Entering Unmasked Estep 
Score: -10258981.000000 Penalty: 2915.076660
	Iteration 0F: 2 clusters Score -1.025898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -10173825.000000 Penalty: 5830.153320
	Iteration 0F: 3 clusters Score -1.017382e+07 nChanged 60570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -10208511.000000 Penalty: 5830.153320
	Iteration 1F: 3 clusters Score -1.020851e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -10209312.000000 Penalty: 5830.153320
	Iteration 2Q: 3 clusters Score -1.020931e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -10210051.000000 Penalty: 5830.153320
	Iteration 3Q: 3 clusters Score -1.021005e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -10211173.000000 Penalty: 5830.153320
	Iteration 4Q: 3 clusters Score -1.021117e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -10212845.000000 Penalty: 5830.153320
	Iteration 5Q: 3 clusters Score -1.021284e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -10215354.000000 Penalty: 5830.153320
	Iteration 6Q: 3 clusters Score -1.021535e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -10219510.000000 Penalty: 5830.153320
	Iteration 7F: 3 clusters Score -1.021951e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -10226324.000000 Penalty: 5830.153320
	Iteration 8F: 3 clusters Score -1.022632e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -10235430.000000 Penalty: 5830.153320
	Iteration 9F: 3 clusters Score -1.023543e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -10244513.000000 Penalty: 5830.153320
	Iteration 10F: 3 clusters Score -1.024451e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119932 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -10250626.000000 Penalty: 5830.153320
	Iteration 11F: 3 clusters Score -1.025063e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123639 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -10253812.000000 Penalty: 5830.153320
	Iteration 12Q: 3 clusters Score -1.025381e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125313 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10255205.000000 Penalty: 5830.153320
	Iteration 13Q: 3 clusters Score -1.02552e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126024 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10255756.000000 Penalty: 5830.153320
	Iteration 14Q: 3 clusters Score -1.025576e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10256022.000000 Penalty: 5830.153320
	Iteration 15Q: 3 clusters Score -1.025602e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10256167.000000 Penalty: 5830.153320
	Iteration 16Q: 3 clusters Score -1.025617e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10256260.000000 Penalty: 5830.153320
	Iteration 17Q: 3 clusters Score -1.025626e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10256319.000000 Penalty: 5830.153320
	Iteration 18Q: 3 clusters Score -1.025632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126670 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10256372.000000 Penalty: 5830.153320
	Iteration 19Q: 3 clusters Score -1.025637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126701 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10256389.000000 Penalty: 5830.153320
	Iteration 20F: 3 clusters Score -1.025639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126720 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10256414.000000 Penalty: 5830.153320
	Iteration 21Q: 3 clusters Score -1.025641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10256419.000000 Penalty: 5830.153320
	Iteration 22Q: 3 clusters Score -1.025642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10256424.000000 Penalty: 5830.153320
	Iteration 23Q: 3 clusters Score -1.025642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10256442.000000 Penalty: 5830.153320
	Iteration 24Q: 3 clusters Score -1.025644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10256471.000000 Penalty: 5830.153320
	Iteration 25Q: 3 clusters Score -1.025647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126748 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10256466.000000 Penalty: 5830.153320
	Iteration 26Q: 3 clusters Score -1.025647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10256466.000000 Penalty: 5830.153320
	Iteration 27Q: 3 clusters Score -1.025647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126754 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10256477.000000 Penalty: 5830.153320
	Iteration 28Q: 3 clusters Score -1.025648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10256485.000000 Penalty: 5830.153320
	Iteration 29Q: 3 clusters Score -1.025648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126759 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10256492.000000 Penalty: 5830.153320
	Iteration 30Q: 3 clusters Score -1.025649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10256496.000000 Penalty: 5830.153320
	Iteration 31Q: 3 clusters Score -1.02565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10256496.000000 Penalty: 5830.153320
	Iteration 32F: 3 clusters Score -1.02565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -340311.062500 Penalty: 2077.384521
	Iteration 0F: 2 clusters Score -340311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -336168.937500 Penalty: 4154.769043
	Iteration 0F: 3 clusters Score -336168.9 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -337115.343750 Penalty: 4154.769043
	Iteration 1F: 3 clusters Score -337115.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -337352.656250 Penalty: 4154.769043
	Iteration 2F: 3 clusters Score -337352.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -337569.562500 Penalty: 4154.769043
	Iteration 3F: 3 clusters Score -337569.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -337801.093750 Penalty: 4154.769043
	Iteration 4F: 3 clusters Score -337801.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -338063.312500 Penalty: 4154.769043
	Iteration 5F: 3 clusters Score -338063.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -338360.781250 Penalty: 4154.769043
	Iteration 6F: 3 clusters Score -338360.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -338608.593750 Penalty: 4154.769043
	Iteration 7F: 3 clusters Score -338608.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -338792.781250 Penalty: 4154.769043
	Iteration 8Q: 3 clusters Score -338792.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -338894.062500 Penalty: 4154.769043
	Iteration 9Q: 3 clusters Score -338894.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -338950.875000 Penalty: 4154.769043
	Iteration 10Q: 3 clusters Score -338950.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -338996.687500 Penalty: 4154.769043
	Iteration 11Q: 3 clusters Score -338996.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -339028.500000 Penalty: 4154.769043
	Iteration 12Q: 3 clusters Score -339028.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -339046.687500 Penalty: 4154.769043
	Iteration 13Q: 3 clusters Score -339046.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -339069.062500 Penalty: 4154.769043
	Iteration 14Q: 3 clusters Score -339069.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -339085.906250 Penalty: 4154.769043
	Iteration 15Q: 3 clusters Score -339085.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -339094.687500 Penalty: 4154.769043
	Iteration 16Q: 3 clusters Score -339094.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -339105.281250 Penalty: 4154.769043
	Iteration 17Q: 3 clusters Score -339105.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -339119.625000 Penalty: 4154.769043
	Iteration 18Q: 3 clusters Score -339119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -339130.343750 Penalty: 4154.769043
	Iteration 19Q: 3 clusters Score -339130.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -339134.562500 Penalty: 4154.769043
	Iteration 20F: 3 clusters Score -339134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -339138.312500 Penalty: 4154.769043
	Iteration 21Q: 3 clusters Score -339138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -339142.281250 Penalty: 4154.769043
	Iteration 22Q: 3 clusters Score -339142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -339150.000000 Penalty: 4154.769043
	Iteration 23Q: 3 clusters Score -339150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -339157.781250 Penalty: 4154.769043
	Iteration 24Q: 3 clusters Score -339157.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -339166.062500 Penalty: 4154.769043
	Iteration 25Q: 3 clusters Score -339166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -339170.031250 Penalty: 4154.769043
	Iteration 26Q: 3 clusters Score -339170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -339170.843750 Penalty: 4154.769043
	Iteration 27Q: 3 clusters Score -339170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -339171.093750 Penalty: 4154.769043
	Iteration 28Q: 3 clusters Score -339171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -339171.093750 Penalty: 4154.769043
	Iteration 29F: 3 clusters Score -339171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -384448.656250 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -384448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -379586.593750 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -379586.6 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -380838.625000 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -380838.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -381136.375000 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -381136.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -381338.718750 Penalty: 4284.444824
	Iteration 3F: 3 clusters Score -381338.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -381464.562500 Penalty: 4284.444824
	Iteration 4Q: 3 clusters Score -381464.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -381577.937500 Penalty: 4284.444824
	Iteration 5Q: 3 clusters Score -381577.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -381661.812500 Penalty: 4284.444824
	Iteration 6Q: 3 clusters Score -381661.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -381730.531250 Penalty: 4284.444824
	Iteration 7Q: 3 clusters Score -381730.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -381801.000000 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -381801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -381871.843750 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -381871.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -381932.125000 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -381932.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -382001.343750 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -382001.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -382065.375000 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -382065.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -382119.281250 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -382119.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -382162.062500 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -382162.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -382203.750000 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -382203.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -382238.625000 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -382238.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -382269.812500 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -382269.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -382292.625000 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -382292.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -382312.000000 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -382312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -382335.812500 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -382335.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -382363.968750 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -382364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -382387.000000 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -382387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -382408.187500 Penalty: 4284.444824
	Iteration 23Q: 3 clusters Score -382408.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -382432.062500 Penalty: 4284.444824
	Iteration 24Q: 3 clusters Score -382432.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -382454.093750 Penalty: 4284.444824
	Iteration 25Q: 3 clusters Score -382454.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -382471.156250 Penalty: 4284.444824
	Iteration 26Q: 3 clusters Score -382471.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -382484.000000 Penalty: 4284.444824
	Iteration 27Q: 3 clusters Score -382484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -382495.781250 Penalty: 4284.444824
	Iteration 28Q: 3 clusters Score -382495.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -382503.812500 Penalty: 4284.444824
	Iteration 29Q: 3 clusters Score -382503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -382512.062500 Penalty: 4284.444824
	Iteration 30Q: 3 clusters Score -382512.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -382516.968750 Penalty: 4284.444824
	Iteration 31Q: 3 clusters Score -382517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -382523.343750 Penalty: 4284.444824
	Iteration 32Q: 3 clusters Score -382523.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -382528.625000 Penalty: 4284.444824
	Iteration 33Q: 3 clusters Score -382528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -382531.718750 Penalty: 4284.444824
	Iteration 34Q: 3 clusters Score -382531.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -382535.656250 Penalty: 4284.444824
	Iteration 35Q: 3 clusters Score -382535.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -382540.656250 Penalty: 4284.444824
	Iteration 36Q: 3 clusters Score -382540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -382544.281250 Penalty: 4284.444824
	Iteration 37Q: 3 clusters Score -382544.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -382548.093750 Penalty: 4284.444824
	Iteration 38Q: 3 clusters Score -382548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -382551.156250 Penalty: 4284.444824
	Iteration 39Q: 3 clusters Score -382551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -382555.125000 Penalty: 4284.444824
	Iteration 40F: 3 clusters Score -382555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -382557.000000 Penalty: 4284.444824
	Iteration 41Q: 3 clusters Score -382557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -382560.968750 Penalty: 4284.444824
	Iteration 42Q: 3 clusters Score -382561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -382563.531250 Penalty: 4284.444824
	Iteration 43Q: 3 clusters Score -382563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -382566.375000 Penalty: 4284.444824
	Iteration 44Q: 3 clusters Score -382566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -382567.500000 Penalty: 4284.444824
	Iteration 45Q: 3 clusters Score -382567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -382568.937500 Penalty: 4284.444824
	Iteration 46Q: 3 clusters Score -382568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -382570.531250 Penalty: 4284.444824
	Iteration 47Q: 3 clusters Score -382570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -382570.468750 Penalty: 4284.444824
	Iteration 48Q: 3 clusters Score -382570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -382572.468750 Penalty: 4284.444824
	Iteration 49Q: 3 clusters Score -382572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -382572.250000 Penalty: 4284.444824
	Iteration 50Q: 3 clusters Score -382572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -382573.093750 Penalty: 4284.444824
	Iteration 51Q: 3 clusters Score -382573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -382574.781250 Penalty: 4284.444824
	Iteration 52Q: 3 clusters Score -382574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -382575.906250 Penalty: 4284.444824
	Iteration 53Q: 3 clusters Score -382575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -382578.031250 Penalty: 4284.444824
	Iteration 54Q: 3 clusters Score -382578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -382579.156250 Penalty: 4284.444824
	Iteration 55Q: 3 clusters Score -382579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -382579.218750 Penalty: 4284.444824
	Iteration 56Q: 3 clusters Score -382579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -382580.031250 Penalty: 4284.444824
	Iteration 57Q: 3 clusters Score -382580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -382580.343750 Penalty: 4284.444824
	Iteration 58Q: 3 clusters Score -382580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -382580.781250 Penalty: 4284.444824
	Iteration 59Q: 3 clusters Score -382580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -382582.843750 Penalty: 4284.444824
	Iteration 60F: 3 clusters Score -382582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -382584.718750 Penalty: 4284.444824
	Iteration 61Q: 3 clusters Score -382584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -382586.781250 Penalty: 4284.444824
	Iteration 62Q: 3 clusters Score -382586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -382588.500000 Penalty: 4284.444824
	Iteration 63Q: 3 clusters Score -382588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -382590.218750 Penalty: 4284.444824
	Iteration 64Q: 3 clusters Score -382590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -382593.562500 Penalty: 4284.444824
	Iteration 65Q: 3 clusters Score -382593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -382597.343750 Penalty: 4284.444824
	Iteration 66Q: 3 clusters Score -382597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -382599.531250 Penalty: 4284.444824
	Iteration 67Q: 3 clusters Score -382599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -382601.468750 Penalty: 4284.444824
	Iteration 68Q: 3 clusters Score -382601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -382601.906250 Penalty: 4284.444824
	Iteration 69Q: 3 clusters Score -382601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -382603.000000 Penalty: 4284.444824
	Iteration 70Q: 3 clusters Score -382603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -382604.250000 Penalty: 4284.444824
	Iteration 71Q: 3 clusters Score -382604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -382604.437500 Penalty: 4284.444824
	Iteration 72Q: 3 clusters Score -382604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -382605.343750 Penalty: 4284.444824
	Iteration 73Q: 3 clusters Score -382605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -382605.343750 Penalty: 4284.444824
	Iteration 74F: 3 clusters Score -382605.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -215129.437500 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -215129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -211927.984375 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -211928 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -212610.875000 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -212610.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -212751.640625 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -212751.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212819.296875 Penalty: 3957.412354
	Iteration 3Q: 3 clusters Score -212819.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -212861.359375 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -212861.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -212899.968750 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -212900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -212925.015625 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -212925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -212954.703125 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -212954.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -212979.015625 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -212979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -213000.437500 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -213000.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -213011.562500 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -213011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -213020.984375 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -213021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -213034.718750 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -213034.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -213052.046875 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -213052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -213062.406250 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -213062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -213071.281250 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -213071.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -213081.578125 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -213081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -213093.765625 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -213093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -213108.843750 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -213108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -213124.250000 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -213124.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -213133.375000 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -213133.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -213138.390625 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -213138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -213142.625000 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -213142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -213145.765625 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -213145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -213147.265625 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -213147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -213148.656250 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -213148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -213150.468750 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -213150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -213152.531250 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -213152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -213153.953125 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -213154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -213157.296875 Penalty: 3957.412354
	Iteration 29Q: 3 clusters Score -213157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -213157.703125 Penalty: 3957.412354
	Iteration 30Q: 3 clusters Score -213157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -213159.656250 Penalty: 3957.412354
	Iteration 31Q: 3 clusters Score -213159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -213159.703125 Penalty: 3957.412354
	Iteration 32Q: 3 clusters Score -213159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -213160.640625 Penalty: 3957.412354
	Iteration 33Q: 3 clusters Score -213160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -213161.968750 Penalty: 3957.412354
	Iteration 34Q: 3 clusters Score -213162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -213164.171875 Penalty: 3957.412354
	Iteration 35Q: 3 clusters Score -213164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -213168.656250 Penalty: 3957.412354
	Iteration 36Q: 3 clusters Score -213168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -213173.500000 Penalty: 3957.412354
	Iteration 37Q: 3 clusters Score -213173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -213179.093750 Penalty: 3957.412354
	Iteration 38Q: 3 clusters Score -213179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -213189.140625 Penalty: 3957.412354
	Iteration 39Q: 3 clusters Score -213189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -213196.187500 Penalty: 3957.412354
	Iteration 40F: 3 clusters Score -213196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -213199.984375 Penalty: 3957.412354
	Iteration 41Q: 3 clusters Score -213200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -213201.578125 Penalty: 3957.412354
	Iteration 42Q: 3 clusters Score -213201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -213202.859375 Penalty: 3957.412354
	Iteration 43Q: 3 clusters Score -213202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -213204.937500 Penalty: 3957.412354
	Iteration 44Q: 3 clusters Score -213204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -213205.656250 Penalty: 3957.412354
	Iteration 45Q: 3 clusters Score -213205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -213207.218750 Penalty: 3957.412354
	Iteration 46Q: 3 clusters Score -213207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -213211.015625 Penalty: 3957.412354
	Iteration 47Q: 3 clusters Score -213211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -213213.390625 Penalty: 3957.412354
	Iteration 48Q: 3 clusters Score -213213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -213213.921875 Penalty: 3957.412354
	Iteration 49Q: 3 clusters Score -213213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -213215.171875 Penalty: 3957.412354
	Iteration 50Q: 3 clusters Score -213215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -213215.078125 Penalty: 3957.412354
	Iteration 51Q: 3 clusters Score -213215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -213215.078125 Penalty: 3957.412354
	Iteration 52F: 3 clusters Score -213215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Entering Unmasked Estep 
Score: -14308588.000000 Penalty: 2949.207275
	Iteration 0F: 2 clusters Score -1.430859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -14219747.000000 Penalty: 5898.414551
	Iteration 0F: 3 clusters Score -1.421975e+07 nChanged 69948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -14260322.000000 Penalty: 5898.414551
	Iteration 1F: 3 clusters Score -1.426032e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -14261803.000000 Penalty: 5898.414551
	Iteration 2Q: 3 clusters Score -1.42618e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -14263741.000000 Penalty: 5898.414551
	Iteration 3Q: 3 clusters Score -1.426374e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -14266309.000000 Penalty: 5898.414551
	Iteration 4Q: 3 clusters Score -1.426631e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -14269819.000000 Penalty: 5898.414551
	Iteration 5F: 3 clusters Score -1.426982e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -14274298.000000 Penalty: 5898.414551
	Iteration 6F: 3 clusters Score -1.42743e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -14279494.000000 Penalty: 5898.414551
	Iteration 7F: 3 clusters Score -1.427949e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -14285105.000000 Penalty: 5898.414551
	Iteration 8F: 3 clusters Score -1.42851e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -14290882.000000 Penalty: 5898.414551
	Iteration 9F: 3 clusters Score -1.429088e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121039 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -14296667.000000 Penalty: 5898.414551
	Iteration 10F: 3 clusters Score -1.429667e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128225 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -14301213.000000 Penalty: 5898.414551
	Iteration 11Q: 3 clusters Score -1.430121e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -14304013.000000 Penalty: 5898.414551
	Iteration 12Q: 3 clusters Score -1.430401e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138526 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -14305329.000000 Penalty: 5898.414551
	Iteration 13Q: 3 clusters Score -1.430533e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141342 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -14305943.000000 Penalty: 5898.414551
	Iteration 14Q: 3 clusters Score -1.430594e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142994 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -14306043.000000 Penalty: 5898.414551
	Iteration 15Q: 3 clusters Score -1.430604e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144031 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14306243.000000 Penalty: 5898.414551
	Iteration 16Q: 3 clusters Score -1.430624e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144644 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14306282.000000 Penalty: 5898.414551
	Iteration 17Q: 3 clusters Score -1.430628e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14306302.000000 Penalty: 5898.414551
	Iteration 18Q: 3 clusters Score -1.43063e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145141 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14306296.000000 Penalty: 5898.414551
	Iteration 19Q: 3 clusters Score -1.43063e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145242 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14306365.000000 Penalty: 5898.414551
	Iteration 20F: 3 clusters Score -1.430636e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14306382.000000 Penalty: 5898.414551
	Iteration 21Q: 3 clusters Score -1.430638e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14306398.000000 Penalty: 5898.414551
	Iteration 22Q: 3 clusters Score -1.43064e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14306448.000000 Penalty: 5898.414551
	Iteration 23Q: 3 clusters Score -1.430645e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14306481.000000 Penalty: 5898.414551
	Iteration 24Q: 3 clusters Score -1.430648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14306501.000000 Penalty: 5898.414551
	Iteration 25Q: 3 clusters Score -1.43065e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14306535.000000 Penalty: 5898.414551
	Iteration 26Q: 3 clusters Score -1.430654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14306543.000000 Penalty: 5898.414551
	Iteration 27Q: 3 clusters Score -1.430654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145530 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14306565.000000 Penalty: 5898.414551
	Iteration 28Q: 3 clusters Score -1.430656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145539 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14306545.000000 Penalty: 5898.414551
	Iteration 29Q: 3 clusters Score -1.430654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145548 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14306559.000000 Penalty: 5898.414551
	Iteration 30Q: 3 clusters Score -1.430656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145555 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14306565.000000 Penalty: 5898.414551
	Iteration 31Q: 3 clusters Score -1.430656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14306558.000000 Penalty: 5898.414551
	Iteration 32Q: 3 clusters Score -1.430656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14306564.000000 Penalty: 5898.414551
	Iteration 33Q: 3 clusters Score -1.430656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14306555.000000 Penalty: 5898.414551
	Iteration 34Q: 3 clusters Score -1.430656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14306558.000000 Penalty: 5898.414551
	Iteration 35Q: 3 clusters Score -1.430656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14306564.000000 Penalty: 5898.414551
	Iteration 36Q: 3 clusters Score -1.430656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14306567.000000 Penalty: 5898.414551
	Iteration 37Q: 3 clusters Score -1.430657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145580 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14306562.000000 Penalty: 5898.414551
	Iteration 38Q: 3 clusters Score -1.430656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14306558.000000 Penalty: 5898.414551
	Iteration 39Q: 3 clusters Score -1.430656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14306557.000000 Penalty: 5898.414551
	Iteration 40F: 3 clusters Score -1.430656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14306567.000000 Penalty: 5898.414551
	Iteration 41Q: 3 clusters Score -1.430657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14306578.000000 Penalty: 5898.414551
	Iteration 42Q: 3 clusters Score -1.430658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14306578.000000 Penalty: 5898.414551
	Iteration 43F: 3 clusters Score -1.430658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Entering Unmasked Estep 
Score: -1571180.375000 Penalty: 2471.659424
	Iteration 0F: 2 clusters Score -1571180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1556275.375000 Penalty: 4943.318848
	Iteration 0F: 3 clusters Score -1556275 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1561791.500000 Penalty: 4943.318848
	Iteration 1F: 3 clusters Score -1561792 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1562505.750000 Penalty: 4943.318848
	Iteration 2F: 3 clusters Score -1562506 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1563281.250000 Penalty: 4943.318848
	Iteration 3F: 3 clusters Score -1563281 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1564158.000000 Penalty: 4943.318848
	Iteration 4F: 3 clusters Score -1564158 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1565166.875000 Penalty: 4943.318848
	Iteration 5F: 3 clusters Score -1565167 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1566235.875000 Penalty: 4943.318848
	Iteration 6F: 3 clusters Score -1566236 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1567224.125000 Penalty: 4943.318848
	Iteration 7F: 3 clusters Score -1567224 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1568039.250000 Penalty: 4943.318848
	Iteration 8Q: 3 clusters Score -1568039 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1568614.250000 Penalty: 4943.318848
	Iteration 9Q: 3 clusters Score -1568614 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1568983.000000 Penalty: 4943.318848
	Iteration 10Q: 3 clusters Score -1568983 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1569253.625000 Penalty: 4943.318848
	Iteration 11Q: 3 clusters Score -1569254 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1569441.250000 Penalty: 4943.318848
	Iteration 12Q: 3 clusters Score -1569441 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1569533.375000 Penalty: 4943.318848
	Iteration 13Q: 3 clusters Score -1569533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1569566.500000 Penalty: 4943.318848
	Iteration 14Q: 3 clusters Score -1569566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1569589.375000 Penalty: 4943.318848
	Iteration 15Q: 3 clusters Score -1569589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1569601.375000 Penalty: 4943.318848
	Iteration 16Q: 3 clusters Score -1569601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -1569613.375000 Penalty: 4943.318848
	Iteration 17Q: 3 clusters Score -1569613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -1569617.625000 Penalty: 4943.318848
	Iteration 18Q: 3 clusters Score -1569618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1569626.625000 Penalty: 4943.318848
	Iteration 19Q: 3 clusters Score -1569627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1569629.000000 Penalty: 4943.318848
	Iteration 20F: 3 clusters Score -1569629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1569630.500000 Penalty: 4943.318848
	Iteration 21Q: 3 clusters Score -1569630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -1569631.000000 Penalty: 4943.318848
	Iteration 22Q: 3 clusters Score -1569631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1569635.750000 Penalty: 4943.318848
	Iteration 23Q: 3 clusters Score -1569636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1569633.250000 Penalty: 4943.318848
	Iteration 24Q: 3 clusters Score -1569633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1569637.000000 Penalty: 4943.318848
	Iteration 25Q: 3 clusters Score -1569637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1569636.375000 Penalty: 4943.318848
	Iteration 26Q: 3 clusters Score -1569636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -1569636.000000 Penalty: 4943.318848
	Iteration 27Q: 3 clusters Score -1569636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1569637.125000 Penalty: 4943.318848
	Iteration 28Q: 3 clusters Score -1569637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1569637.125000 Penalty: 4943.318848
	Iteration 29Q: 3 clusters Score -1569637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1569637.125000 Penalty: 4943.318848
	Iteration 30F: 3 clusters Score -1569637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -582248.125000 Penalty: 2209.992676
	Iteration 0F: 2 clusters Score -582248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -576212.625000 Penalty: 4419.985352
	Iteration 0F: 3 clusters Score -576212.6 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -577942.000000 Penalty: 4419.985352
	Iteration 1F: 3 clusters Score -577942 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -578334.937500 Penalty: 4419.985352
	Iteration 2F: 3 clusters Score -578334.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -578585.500000 Penalty: 4419.985352
	Iteration 3F: 3 clusters Score -578585.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -578751.937500 Penalty: 4419.985352
	Iteration 4Q: 3 clusters Score -578751.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -578901.437500 Penalty: 4419.985352
	Iteration 5Q: 3 clusters Score -578901.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -579034.812500 Penalty: 4419.985352
	Iteration 6Q: 3 clusters Score -579034.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -579153.750000 Penalty: 4419.985352
	Iteration 7Q: 3 clusters Score -579153.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -579257.187500 Penalty: 4419.985352
	Iteration 8Q: 3 clusters Score -579257.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -579347.187500 Penalty: 4419.985352
	Iteration 9Q: 3 clusters Score -579347.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -579444.000000 Penalty: 4419.985352
	Iteration 10Q: 3 clusters Score -579444 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -579529.687500 Penalty: 4419.985352
	Iteration 11Q: 3 clusters Score -579529.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -579631.625000 Penalty: 4419.985352
	Iteration 12Q: 3 clusters Score -579631.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -579714.750000 Penalty: 4419.985352
	Iteration 13Q: 3 clusters Score -579714.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -579781.625000 Penalty: 4419.985352
	Iteration 14Q: 3 clusters Score -579781.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -579846.562500 Penalty: 4419.985352
	Iteration 15Q: 3 clusters Score -579846.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -579896.437500 Penalty: 4419.985352
	Iteration 16Q: 3 clusters Score -579896.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -579935.187500 Penalty: 4419.985352
	Iteration 17Q: 3 clusters Score -579935.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -579965.875000 Penalty: 4419.985352
	Iteration 18Q: 3 clusters Score -579965.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -580002.812500 Penalty: 4419.985352
	Iteration 19Q: 3 clusters Score -580002.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -580045.875000 Penalty: 4419.985352
	Iteration 20F: 3 clusters Score -580045.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -580093.500000 Penalty: 4419.985352
	Iteration 21Q: 3 clusters Score -580093.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -580152.000000 Penalty: 4419.985352
	Iteration 22Q: 3 clusters Score -580152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -580221.375000 Penalty: 4419.985352
	Iteration 23Q: 3 clusters Score -580221.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -580281.562500 Penalty: 4419.985352
	Iteration 24Q: 3 clusters Score -580281.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -580345.875000 Penalty: 4419.985352
	Iteration 25Q: 3 clusters Score -580345.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -580418.625000 Penalty: 4419.985352
	Iteration 26Q: 3 clusters Score -580418.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -580496.437500 Penalty: 4419.985352
	Iteration 27Q: 3 clusters Score -580496.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -580565.312500 Penalty: 4419.985352
	Iteration 28Q: 3 clusters Score -580565.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -580644.250000 Penalty: 4419.985352
	Iteration 29Q: 3 clusters Score -580644.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -580701.687500 Penalty: 4419.985352
	Iteration 30Q: 3 clusters Score -580701.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -580748.125000 Penalty: 4419.985352
	Iteration 31Q: 3 clusters Score -580748.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -580797.000000 Penalty: 4419.985352
	Iteration 32Q: 3 clusters Score -580797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -580826.125000 Penalty: 4419.985352
	Iteration 33Q: 3 clusters Score -580826.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -580843.187500 Penalty: 4419.985352
	Iteration 34Q: 3 clusters Score -580843.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -580852.312500 Penalty: 4419.985352
	Iteration 35Q: 3 clusters Score -580852.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -580858.125000 Penalty: 4419.985352
	Iteration 36Q: 3 clusters Score -580858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -580863.375000 Penalty: 4419.985352
	Iteration 37Q: 3 clusters Score -580863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -580867.750000 Penalty: 4419.985352
	Iteration 38Q: 3 clusters Score -580867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -580871.312500 Penalty: 4419.985352
	Iteration 39Q: 3 clusters Score -580871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -580872.062500 Penalty: 4419.985352
	Iteration 40F: 3 clusters Score -580872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -580872.750000 Penalty: 4419.985352
	Iteration 41Q: 3 clusters Score -580872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -580873.437500 Penalty: 4419.985352
	Iteration 42Q: 3 clusters Score -580873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -580872.437500 Penalty: 4419.985352
	Iteration 43Q: 3 clusters Score -580872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -580872.437500 Penalty: 4419.985352
	Iteration 44F: 3 clusters Score -580872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Entering Unmasked Estep 
Score: -11605867.000000 Penalty: 2878.961914
	Iteration 0F: 2 clusters Score -1.160587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -11533959.000000 Penalty: 5757.923828
	Iteration 0F: 3 clusters Score -1.153396e+07 nChanged 52190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -11563825.000000 Penalty: 5757.923828
	Iteration 1F: 3 clusters Score -1.156382e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -11564531.000000 Penalty: 5757.923828
	Iteration 2Q: 3 clusters Score -1.156453e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -11565097.000000 Penalty: 5757.923828
	Iteration 3Q: 3 clusters Score -1.15651e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -11565714.000000 Penalty: 5757.923828
	Iteration 4Q: 3 clusters Score -1.156571e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -11566599.000000 Penalty: 5757.923828
	Iteration 5Q: 3 clusters Score -1.15666e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -11567894.000000 Penalty: 5757.923828
	Iteration 6Q: 3 clusters Score -1.156789e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -11569852.000000 Penalty: 5757.923828
	Iteration 7Q: 3 clusters Score -1.156985e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -11572813.000000 Penalty: 5757.923828
	Iteration 8F: 3 clusters Score -1.157281e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -11577443.000000 Penalty: 5757.923828
	Iteration 9F: 3 clusters Score -1.157744e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -11583832.000000 Penalty: 5757.923828
	Iteration 10F: 3 clusters Score -1.158383e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -11590710.000000 Penalty: 5757.923828
	Iteration 11F: 3 clusters Score -1.159071e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -11596405.000000 Penalty: 5757.923828
	Iteration 12F: 3 clusters Score -1.15964e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -11599830.000000 Penalty: 5757.923828
	Iteration 13Q: 3 clusters Score -1.159983e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -11601781.000000 Penalty: 5757.923828
	Iteration 14Q: 3 clusters Score -1.160178e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107257 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -11602742.000000 Penalty: 5757.923828
	Iteration 15Q: 3 clusters Score -1.160274e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11603168.000000 Penalty: 5757.923828
	Iteration 16Q: 3 clusters Score -1.160317e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11603403.000000 Penalty: 5757.923828
	Iteration 17Q: 3 clusters Score -1.16034e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11603499.000000 Penalty: 5757.923828
	Iteration 18Q: 3 clusters Score -1.16035e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11603613.000000 Penalty: 5757.923828
	Iteration 19Q: 3 clusters Score -1.160361e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11603654.000000 Penalty: 5757.923828
	Iteration 20F: 3 clusters Score -1.160365e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11603698.000000 Penalty: 5757.923828
	Iteration 21Q: 3 clusters Score -1.16037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11603709.000000 Penalty: 5757.923828
	Iteration 22Q: 3 clusters Score -1.160371e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11603718.000000 Penalty: 5757.923828
	Iteration 23Q: 3 clusters Score -1.160372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11603748.000000 Penalty: 5757.923828
	Iteration 24Q: 3 clusters Score -1.160375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -11603760.000000 Penalty: 5757.923828
	Iteration 25Q: 3 clusters Score -1.160376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11603755.000000 Penalty: 5757.923828
	Iteration 26Q: 3 clusters Score -1.160376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11603774.000000 Penalty: 5757.923828
	Iteration 27Q: 3 clusters Score -1.160377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11603783.000000 Penalty: 5757.923828
	Iteration 28Q: 3 clusters Score -1.160378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11603798.000000 Penalty: 5757.923828
	Iteration 29Q: 3 clusters Score -1.16038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11603797.000000 Penalty: 5757.923828
	Iteration 30Q: 3 clusters Score -1.16038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11603782.000000 Penalty: 5757.923828
	Iteration 31Q: 3 clusters Score -1.160378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11603788.000000 Penalty: 5757.923828
	Iteration 32Q: 3 clusters Score -1.160379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11603789.000000 Penalty: 5757.923828
	Iteration 33Q: 3 clusters Score -1.160379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11603789.000000 Penalty: 5757.923828
	Iteration 34Q: 3 clusters Score -1.160379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11603787.000000 Penalty: 5757.923828
	Iteration 35Q: 3 clusters Score -1.160379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11603784.000000 Penalty: 5757.923828
	Iteration 36Q: 3 clusters Score -1.160378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -11603790.000000 Penalty: 5757.923828
	Iteration 37Q: 3 clusters Score -1.160379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11603800.000000 Penalty: 5757.923828
	Iteration 38Q: 3 clusters Score -1.16038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11603801.000000 Penalty: 5757.923828
	Iteration 39Q: 3 clusters Score -1.16038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11603810.000000 Penalty: 5757.923828
	Iteration 40F: 3 clusters Score -1.160381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11603808.000000 Penalty: 5757.923828
	Iteration 41Q: 3 clusters Score -1.160381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11603811.000000 Penalty: 5757.923828
	Iteration 42Q: 3 clusters Score -1.160381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11603820.000000 Penalty: 5757.923828
	Iteration 43Q: 3 clusters Score -1.160382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11603817.000000 Penalty: 5757.923828
	Iteration 44Q: 3 clusters Score -1.160382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11603823.000000 Penalty: 5757.923828
	Iteration 45Q: 3 clusters Score -1.160382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11603814.000000 Penalty: 5757.923828
	Iteration 46Q: 3 clusters Score -1.160381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11603812.000000 Penalty: 5757.923828
	Iteration 47Q: 3 clusters Score -1.160381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11603821.000000 Penalty: 5757.923828
	Iteration 48Q: 3 clusters Score -1.160382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11603815.000000 Penalty: 5757.923828
	Iteration 49Q: 3 clusters Score -1.160382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11603815.000000 Penalty: 5757.923828
	Iteration 50F: 3 clusters Score -1.160382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -821369.750000 Penalty: 2260.175049
	Iteration 0F: 2 clusters Score -821369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -814367.750000 Penalty: 4520.350098
	Iteration 0F: 3 clusters Score -814367.8 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -816513.750000 Penalty: 4520.350098
	Iteration 1F: 3 clusters Score -816513.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -816951.812500 Penalty: 4520.350098
	Iteration 2F: 3 clusters Score -816951.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -817278.750000 Penalty: 4520.350098
	Iteration 3F: 3 clusters Score -817278.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -817537.812500 Penalty: 4520.350098
	Iteration 4Q: 3 clusters Score -817537.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -817749.500000 Penalty: 4520.350098
	Iteration 5Q: 3 clusters Score -817749.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -817914.187500 Penalty: 4520.350098
	Iteration 6Q: 3 clusters Score -817914.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -818053.062500 Penalty: 4520.350098
	Iteration 7Q: 3 clusters Score -818053.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -818176.687500 Penalty: 4520.350098
	Iteration 8Q: 3 clusters Score -818176.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -818282.500000 Penalty: 4520.350098
	Iteration 9Q: 3 clusters Score -818282.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -818387.750000 Penalty: 4520.350098
	Iteration 10Q: 3 clusters Score -818387.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -818467.812500 Penalty: 4520.350098
	Iteration 11Q: 3 clusters Score -818467.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -818520.750000 Penalty: 4520.350098
	Iteration 12Q: 3 clusters Score -818520.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -818576.687500 Penalty: 4520.350098
	Iteration 13Q: 3 clusters Score -818576.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -818630.812500 Penalty: 4520.350098
	Iteration 14Q: 3 clusters Score -818630.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -818684.937500 Penalty: 4520.350098
	Iteration 15Q: 3 clusters Score -818684.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -818729.125000 Penalty: 4520.350098
	Iteration 16Q: 3 clusters Score -818729.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -818771.500000 Penalty: 4520.350098
	Iteration 17Q: 3 clusters Score -818771.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -818811.375000 Penalty: 4520.350098
	Iteration 18Q: 3 clusters Score -818811.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -818857.500000 Penalty: 4520.350098
	Iteration 19Q: 3 clusters Score -818857.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -818915.562500 Penalty: 4520.350098
	Iteration 20F: 3 clusters Score -818915.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -818962.437500 Penalty: 4520.350098
	Iteration 21Q: 3 clusters Score -818962.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -819019.187500 Penalty: 4520.350098
	Iteration 22Q: 3 clusters Score -819019.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -819074.000000 Penalty: 4520.350098
	Iteration 23Q: 3 clusters Score -819074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -819126.312500 Penalty: 4520.350098
	Iteration 24Q: 3 clusters Score -819126.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -819176.500000 Penalty: 4520.350098
	Iteration 25Q: 3 clusters Score -819176.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -819227.875000 Penalty: 4520.350098
	Iteration 26Q: 3 clusters Score -819227.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -819264.562500 Penalty: 4520.350098
	Iteration 27Q: 3 clusters Score -819264.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -819308.437500 Penalty: 4520.350098
	Iteration 28Q: 3 clusters Score -819308.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -819353.625000 Penalty: 4520.350098
	Iteration 29Q: 3 clusters Score -819353.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -819386.750000 Penalty: 4520.350098
	Iteration 30Q: 3 clusters Score -819386.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -819416.500000 Penalty: 4520.350098
	Iteration 31Q: 3 clusters Score -819416.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -819452.000000 Penalty: 4520.350098
	Iteration 32Q: 3 clusters Score -819452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -819477.312500 Penalty: 4520.350098
	Iteration 33Q: 3 clusters Score -819477.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -819510.187500 Penalty: 4520.350098
	Iteration 34Q: 3 clusters Score -819510.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -819533.750000 Penalty: 4520.350098
	Iteration 35Q: 3 clusters Score -819533.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -819561.375000 Penalty: 4520.350098
	Iteration 36Q: 3 clusters Score -819561.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -819581.187500 Penalty: 4520.350098
	Iteration 37Q: 3 clusters Score -819581.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -819598.875000 Penalty: 4520.350098
	Iteration 38Q: 3 clusters Score -819598.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -819617.125000 Penalty: 4520.350098
	Iteration 39Q: 3 clusters Score -819617.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -819628.812500 Penalty: 4520.350098
	Iteration 40F: 3 clusters Score -819628.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -819642.312500 Penalty: 4520.350098
	Iteration 41Q: 3 clusters Score -819642.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -819655.625000 Penalty: 4520.350098
	Iteration 42Q: 3 clusters Score -819655.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -819665.562500 Penalty: 4520.350098
	Iteration 43Q: 3 clusters Score -819665.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -819674.000000 Penalty: 4520.350098
	Iteration 44Q: 3 clusters Score -819674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -819676.187500 Penalty: 4520.350098
	Iteration 45Q: 3 clusters Score -819676.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -819681.750000 Penalty: 4520.350098
	Iteration 46Q: 3 clusters Score -819681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -819688.437500 Penalty: 4520.350098
	Iteration 47Q: 3 clusters Score -819688.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -819691.375000 Penalty: 4520.350098
	Iteration 48Q: 3 clusters Score -819691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -819692.000000 Penalty: 4520.350098
	Iteration 49Q: 3 clusters Score -819692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -819694.437500 Penalty: 4520.350098
	Iteration 50Q: 3 clusters Score -819694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -819700.125000 Penalty: 4520.350098
	Iteration 51Q: 3 clusters Score -819700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -819701.625000 Penalty: 4520.350098
	Iteration 52Q: 3 clusters Score -819701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -819706.125000 Penalty: 4520.350098
	Iteration 53Q: 3 clusters Score -819706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -819707.375000 Penalty: 4520.350098
	Iteration 54Q: 3 clusters Score -819707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -819708.750000 Penalty: 4520.350098
	Iteration 55Q: 3 clusters Score -819708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -819708.750000 Penalty: 4520.350098
	Iteration 56F: 3 clusters Score -819708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -955761.437500 Penalty: 2264.776367
	Iteration 0F: 2 clusters Score -955761.4 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 4619 members 
Entering Unmasked Estep 
Score: -948506.312500 Penalty: 4529.552734
	Iteration 0F: 3 clusters Score -948506.3 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -950566.500000 Penalty: 4529.552734
	Iteration 1F: 3 clusters Score -950566.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -950852.812500 Penalty: 4529.552734
	Iteration 2F: 3 clusters Score -950852.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -951037.937500 Penalty: 4529.552734
	Iteration 3Q: 3 clusters Score -951037.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -951167.062500 Penalty: 4529.552734
	Iteration 4Q: 3 clusters Score -951167.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -951266.187500 Penalty: 4529.552734
	Iteration 5Q: 3 clusters Score -951266.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -951353.500000 Penalty: 4529.552734
	Iteration 6Q: 3 clusters Score -951353.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -951422.187500 Penalty: 4529.552734
	Iteration 7Q: 3 clusters Score -951422.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -951493.500000 Penalty: 4529.552734
	Iteration 8Q: 3 clusters Score -951493.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -951552.000000 Penalty: 4529.552734
	Iteration 9Q: 3 clusters Score -951552 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -951608.687500 Penalty: 4529.552734
	Iteration 10Q: 3 clusters Score -951608.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -951675.312500 Penalty: 4529.552734
	Iteration 11Q: 3 clusters Score -951675.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -951748.500000 Penalty: 4529.552734
	Iteration 12Q: 3 clusters Score -951748.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -951813.000000 Penalty: 4529.552734
	Iteration 13Q: 3 clusters Score -951813 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -951907.375000 Penalty: 4529.552734
	Iteration 14Q: 3 clusters Score -951907.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -952000.875000 Penalty: 4529.552734
	Iteration 15Q: 3 clusters Score -952000.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -952127.875000 Penalty: 4529.552734
	Iteration 16Q: 3 clusters Score -952127.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -952287.937500 Penalty: 4529.552734
	Iteration 17Q: 3 clusters Score -952287.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -952458.062500 Penalty: 4529.552734
	Iteration 18Q: 3 clusters Score -952458.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -952637.875000 Penalty: 4529.552734
	Iteration 19Q: 3 clusters Score -952637.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -952828.937500 Penalty: 4529.552734
	Iteration 20F: 3 clusters Score -952828.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -953031.000000 Penalty: 4529.552734
	Iteration 21Q: 3 clusters Score -953031 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -953232.125000 Penalty: 4529.552734
	Iteration 22Q: 3 clusters Score -953232.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -953457.375000 Penalty: 4529.552734
	Iteration 23Q: 3 clusters Score -953457.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -953629.250000 Penalty: 4529.552734
	Iteration 24Q: 3 clusters Score -953629.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -953761.875000 Penalty: 4529.552734
	Iteration 25Q: 3 clusters Score -953761.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -953864.562500 Penalty: 4529.552734
	Iteration 26Q: 3 clusters Score -953864.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -953963.500000 Penalty: 4529.552734
	Iteration 27Q: 3 clusters Score -953963.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -954019.812500 Penalty: 4529.552734
	Iteration 28Q: 3 clusters Score -954019.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -954061.937500 Penalty: 4529.552734
	Iteration 29Q: 3 clusters Score -954061.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -954086.937500 Penalty: 4529.552734
	Iteration 30Q: 3 clusters Score -954086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -954099.125000 Penalty: 4529.552734
	Iteration 31Q: 3 clusters Score -954099.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -954108.625000 Penalty: 4529.552734
	Iteration 32Q: 3 clusters Score -954108.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -954115.562500 Penalty: 4529.552734
	Iteration 33Q: 3 clusters Score -954115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -954125.062500 Penalty: 4529.552734
	Iteration 34Q: 3 clusters Score -954125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -954134.875000 Penalty: 4529.552734
	Iteration 35Q: 3 clusters Score -954134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -954143.750000 Penalty: 4529.552734
	Iteration 36Q: 3 clusters Score -954143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -954147.875000 Penalty: 4529.552734
	Iteration 37Q: 3 clusters Score -954147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -954154.187500 Penalty: 4529.552734
	Iteration 38Q: 3 clusters Score -954154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -954157.937500 Penalty: 4529.552734
	Iteration 39Q: 3 clusters Score -954157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -954158.000000 Penalty: 4529.552734
	Iteration 40F: 3 clusters Score -954158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Entering Unmasked Estep 
Score: -1154715.500000 Penalty: 2398.702148
	Iteration 0F: 2 clusters Score -1154716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1143306.000000 Penalty: 4797.404297
	Iteration 0F: 3 clusters Score -1143306 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1146935.000000 Penalty: 4797.404297
	Iteration 1F: 3 clusters Score -1146935 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1147309.375000 Penalty: 4797.404297
	Iteration 2F: 3 clusters Score -1147309 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1147646.000000 Penalty: 4797.404297
	Iteration 3F: 3 clusters Score -1147646 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1147987.750000 Penalty: 4797.404297
	Iteration 4Q: 3 clusters Score -1147988 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1148362.625000 Penalty: 4797.404297
	Iteration 5Q: 3 clusters Score -1148363 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1148785.000000 Penalty: 4797.404297
	Iteration 6Q: 3 clusters Score -1148785 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1149258.375000 Penalty: 4797.404297
	Iteration 7Q: 3 clusters Score -1149258 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1149744.875000 Penalty: 4797.404297
	Iteration 8Q: 3 clusters Score -1149745 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1150198.625000 Penalty: 4797.404297
	Iteration 9Q: 3 clusters Score -1150199 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1150580.375000 Penalty: 4797.404297
	Iteration 10Q: 3 clusters Score -1150580 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1150862.875000 Penalty: 4797.404297
	Iteration 11Q: 3 clusters Score -1150863 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1151077.750000 Penalty: 4797.404297
	Iteration 12Q: 3 clusters Score -1151078 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1151240.500000 Penalty: 4797.404297
	Iteration 13Q: 3 clusters Score -1151240 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1151361.625000 Penalty: 4797.404297
	Iteration 14Q: 3 clusters Score -1151362 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1151463.500000 Penalty: 4797.404297
	Iteration 15Q: 3 clusters Score -1151464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1151540.250000 Penalty: 4797.404297
	Iteration 16Q: 3 clusters Score -1151540 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1151599.125000 Penalty: 4797.404297
	Iteration 17Q: 3 clusters Score -1151599 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1151645.875000 Penalty: 4797.404297
	Iteration 18Q: 3 clusters Score -1151646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1151687.875000 Penalty: 4797.404297
	Iteration 19Q: 3 clusters Score -1151688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1151722.125000 Penalty: 4797.404297
	Iteration 20F: 3 clusters Score -1151722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1151764.375000 Penalty: 4797.404297
	Iteration 21Q: 3 clusters Score -1151764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1151799.000000 Penalty: 4797.404297
	Iteration 22Q: 3 clusters Score -1151799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1151829.750000 Penalty: 4797.404297
	Iteration 23Q: 3 clusters Score -1151830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1151856.250000 Penalty: 4797.404297
	Iteration 24Q: 3 clusters Score -1151856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1151885.875000 Penalty: 4797.404297
	Iteration 25Q: 3 clusters Score -1151886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1151915.875000 Penalty: 4797.404297
	Iteration 26Q: 3 clusters Score -1151916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1151942.500000 Penalty: 4797.404297
	Iteration 27Q: 3 clusters Score -1151942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1151975.125000 Penalty: 4797.404297
	Iteration 28Q: 3 clusters Score -1151975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1152010.000000 Penalty: 4797.404297
	Iteration 29Q: 3 clusters Score -1152010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1152039.625000 Penalty: 4797.404297
	Iteration 30Q: 3 clusters Score -1152040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1152078.000000 Penalty: 4797.404297
	Iteration 31Q: 3 clusters Score -1152078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1152104.875000 Penalty: 4797.404297
	Iteration 32Q: 3 clusters Score -1152105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1152133.750000 Penalty: 4797.404297
	Iteration 33Q: 3 clusters Score -1152134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1152156.375000 Penalty: 4797.404297
	Iteration 34Q: 3 clusters Score -1152156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1152172.750000 Penalty: 4797.404297
	Iteration 35Q: 3 clusters Score -1152173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1152195.875000 Penalty: 4797.404297
	Iteration 36Q: 3 clusters Score -1152196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1152206.500000 Penalty: 4797.404297
	Iteration 37Q: 3 clusters Score -1152206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1152227.625000 Penalty: 4797.404297
	Iteration 38Q: 3 clusters Score -1152228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1152255.625000 Penalty: 4797.404297
	Iteration 39Q: 3 clusters Score -1152256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1152273.500000 Penalty: 4797.404297
	Iteration 40F: 3 clusters Score -1152274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1152287.500000 Penalty: 4797.404297
	Iteration 41Q: 3 clusters Score -1152288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1152304.625000 Penalty: 4797.404297
	Iteration 42Q: 3 clusters Score -1152305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1152323.500000 Penalty: 4797.404297
	Iteration 43Q: 3 clusters Score -1152324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1152344.250000 Penalty: 4797.404297
	Iteration 44Q: 3 clusters Score -1152344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1152356.375000 Penalty: 4797.404297
	Iteration 45Q: 3 clusters Score -1152356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1152377.500000 Penalty: 4797.404297
	Iteration 46Q: 3 clusters Score -1152378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1152395.625000 Penalty: 4797.404297
	Iteration 47Q: 3 clusters Score -1152396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1152409.625000 Penalty: 4797.404297
	Iteration 48Q: 3 clusters Score -1152410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1152422.375000 Penalty: 4797.404297
	Iteration 49Q: 3 clusters Score -1152422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1152436.375000 Penalty: 4797.404297
	Iteration 50Q: 3 clusters Score -1152436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1152446.000000 Penalty: 4797.404297
	Iteration 51Q: 3 clusters Score -1152446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1152461.250000 Penalty: 4797.404297
	Iteration 52Q: 3 clusters Score -1152461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1152475.375000 Penalty: 4797.404297
	Iteration 53Q: 3 clusters Score -1152475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1152495.875000 Penalty: 4797.404297
	Iteration 54Q: 3 clusters Score -1152496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1152509.625000 Penalty: 4797.404297
	Iteration 55Q: 3 clusters Score -1152510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1152520.125000 Penalty: 4797.404297
	Iteration 56Q: 3 clusters Score -1152520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1152525.125000 Penalty: 4797.404297
	Iteration 57Q: 3 clusters Score -1152525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1152532.250000 Penalty: 4797.404297
	Iteration 58Q: 3 clusters Score -1152532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1152541.250000 Penalty: 4797.404297
	Iteration 59Q: 3 clusters Score -1152541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1152552.125000 Penalty: 4797.404297
	Iteration 60F: 3 clusters Score -1152552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1152559.375000 Penalty: 4797.404297
	Iteration 61Q: 3 clusters Score -1152559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1152566.625000 Penalty: 4797.404297
	Iteration 62Q: 3 clusters Score -1152567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1152575.125000 Penalty: 4797.404297
	Iteration 63Q: 3 clusters Score -1152575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1152585.250000 Penalty: 4797.404297
	Iteration 64Q: 3 clusters Score -1152585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1152596.875000 Penalty: 4797.404297
	Iteration 65Q: 3 clusters Score -1152597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1152608.875000 Penalty: 4797.404297
	Iteration 66Q: 3 clusters Score -1152609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1152616.125000 Penalty: 4797.404297
	Iteration 67Q: 3 clusters Score -1152616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1152633.375000 Penalty: 4797.404297
	Iteration 68Q: 3 clusters Score -1152633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1152642.500000 Penalty: 4797.404297
	Iteration 69Q: 3 clusters Score -1152642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1152642.500000 Penalty: 4797.404297
	Iteration 70Q: 3 clusters Score -1152642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1152652.000000 Penalty: 4797.404297
	Iteration 71Q: 3 clusters Score -1152652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1152657.000000 Penalty: 4797.404297
	Iteration 72Q: 3 clusters Score -1152657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1152666.000000 Penalty: 4797.404297
	Iteration 73Q: 3 clusters Score -1152666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1152671.000000 Penalty: 4797.404297
	Iteration 74Q: 3 clusters Score -1152671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1152675.125000 Penalty: 4797.404297
	Iteration 75Q: 3 clusters Score -1152675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1152675.125000 Penalty: 4797.404297
	Iteration 76Q: 3 clusters Score -1152675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1152676.625000 Penalty: 4797.404297
	Iteration 77Q: 3 clusters Score -1152677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1152677.375000 Penalty: 4797.404297
	Iteration 78Q: 3 clusters Score -1152677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1152679.625000 Penalty: 4797.404297
	Iteration 79Q: 3 clusters Score -1152680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1152678.625000 Penalty: 4797.404297
	Iteration 80F: 3 clusters Score -1152679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1152682.500000 Penalty: 4797.404297
	Iteration 81Q: 3 clusters Score -1152682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1152683.125000 Penalty: 4797.404297
	Iteration 82Q: 3 clusters Score -1152683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1152686.750000 Penalty: 4797.404297
	Iteration 83Q: 3 clusters Score -1152687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1152686.625000 Penalty: 4797.404297
	Iteration 84Q: 3 clusters Score -1152687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1152687.500000 Penalty: 4797.404297
	Iteration 85Q: 3 clusters Score -1152688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1152689.000000 Penalty: 4797.404297
	Iteration 86Q: 3 clusters Score -1152689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1152692.750000 Penalty: 4797.404297
	Iteration 87Q: 3 clusters Score -1152693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1152693.750000 Penalty: 4797.404297
	Iteration 88Q: 3 clusters Score -1152694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1152696.500000 Penalty: 4797.404297
	Iteration 89Q: 3 clusters Score -1152696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1152695.625000 Penalty: 4797.404297
	Iteration 90Q: 3 clusters Score -1152696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1152698.125000 Penalty: 4797.404297
	Iteration 91Q: 3 clusters Score -1152698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1152701.500000 Penalty: 4797.404297
	Iteration 92Q: 3 clusters Score -1152702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1152707.625000 Penalty: 4797.404297
	Iteration 93Q: 3 clusters Score -1152708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1152715.375000 Penalty: 4797.404297
	Iteration 94Q: 3 clusters Score -1152715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1152719.375000 Penalty: 4797.404297
	Iteration 95Q: 3 clusters Score -1152719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1152724.625000 Penalty: 4797.404297
	Iteration 96Q: 3 clusters Score -1152725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1152724.250000 Penalty: 4797.404297
	Iteration 97Q: 3 clusters Score -1152724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1152727.875000 Penalty: 4797.404297
	Iteration 98Q: 3 clusters Score -1152728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1152728.000000 Penalty: 4797.404297
	Iteration 99Q: 3 clusters Score -1152728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1152730.500000 Penalty: 4797.404297
	Iteration 100F: 3 clusters Score -1152730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1152732.625000 Penalty: 4797.404297
	Iteration 101Q: 3 clusters Score -1152733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1152733.625000 Penalty: 4797.404297
	Iteration 102Q: 3 clusters Score -1152734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1152734.250000 Penalty: 4797.404297
	Iteration 103Q: 3 clusters Score -1152734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1152734.875000 Penalty: 4797.404297
	Iteration 104Q: 3 clusters Score -1152735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1152739.750000 Penalty: 4797.404297
	Iteration 105Q: 3 clusters Score -1152740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1152740.750000 Penalty: 4797.404297
	Iteration 106Q: 3 clusters Score -1152741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1152740.000000 Penalty: 4797.404297
	Iteration 107Q: 3 clusters Score -1152740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1152741.875000 Penalty: 4797.404297
	Iteration 108Q: 3 clusters Score -1152742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1152740.250000 Penalty: 4797.404297
	Iteration 109Q: 3 clusters Score -1152740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1152740.125000 Penalty: 4797.404297
	Iteration 110Q: 3 clusters Score -1152740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1152740.125000 Penalty: 4797.404297
	Iteration 111F: 3 clusters Score -1152740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (161517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Entering Unmasked Estep 
Score: -13320562.000000 Penalty: 2974.106689
	Iteration 0F: 2 clusters Score -1.332056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -13212397.000000 Penalty: 5948.213379
	Iteration 0F: 3 clusters Score -1.32124e+07 nChanged 77442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -13257415.000000 Penalty: 5948.213379
	Iteration 1F: 3 clusters Score -1.325742e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -13258590.000000 Penalty: 5948.213379
	Iteration 2Q: 3 clusters Score -1.325859e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -13259983.000000 Penalty: 5948.213379
	Iteration 3Q: 3 clusters Score -1.325998e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -13261802.000000 Penalty: 5948.213379
	Iteration 4Q: 3 clusters Score -1.32618e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -13264674.000000 Penalty: 5948.213379
	Iteration 5Q: 3 clusters Score -1.326467e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -13268193.000000 Penalty: 5948.213379
	Iteration 6F: 3 clusters Score -1.326819e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -13271933.000000 Penalty: 5948.213379
	Iteration 7F: 3 clusters Score -1.327193e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -13275877.000000 Penalty: 5948.213379
	Iteration 8F: 3 clusters Score -1.327588e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -13279295.000000 Penalty: 5948.213379
	Iteration 9F: 3 clusters Score -1.32793e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -13282225.000000 Penalty: 5948.213379
	Iteration 10Q: 3 clusters Score -1.328222e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -13284884.000000 Penalty: 5948.213379
	Iteration 11Q: 3 clusters Score -1.328488e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -13287432.000000 Penalty: 5948.213379
	Iteration 12Q: 3 clusters Score -1.328743e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -13290025.000000 Penalty: 5948.213379
	Iteration 13Q: 3 clusters Score -1.329002e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -13292933.000000 Penalty: 5948.213379
	Iteration 14Q: 3 clusters Score -1.329293e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -13296451.000000 Penalty: 5948.213379
	Iteration 15Q: 3 clusters Score -1.329645e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -13300348.000000 Penalty: 5948.213379
	Iteration 16Q: 3 clusters Score -1.330035e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -13304660.000000 Penalty: 5948.213379
	Iteration 17Q: 3 clusters Score -1.330466e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150268 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -13308753.000000 Penalty: 5948.213379
	Iteration 18Q: 3 clusters Score -1.330875e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -13312115.000000 Penalty: 5948.213379
	Iteration 19Q: 3 clusters Score -1.331212e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -13314740.000000 Penalty: 5948.213379
	Iteration 20F: 3 clusters Score -1.331474e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13316332.000000 Penalty: 5948.213379
	Iteration 21Q: 3 clusters Score -1.331633e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13317204.000000 Penalty: 5948.213379
	Iteration 22Q: 3 clusters Score -1.33172e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -13317576.000000 Penalty: 5948.213379
	Iteration 23Q: 3 clusters Score -1.331758e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13317723.000000 Penalty: 5948.213379
	Iteration 24Q: 3 clusters Score -1.331772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13317797.000000 Penalty: 5948.213379
	Iteration 25Q: 3 clusters Score -1.33178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13317848.000000 Penalty: 5948.213379
	Iteration 26Q: 3 clusters Score -1.331785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161147 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13317873.000000 Penalty: 5948.213379
	Iteration 27Q: 3 clusters Score -1.331787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13317905.000000 Penalty: 5948.213379
	Iteration 28Q: 3 clusters Score -1.33179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13317910.000000 Penalty: 5948.213379
	Iteration 29Q: 3 clusters Score -1.331791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13317930.000000 Penalty: 5948.213379
	Iteration 30Q: 3 clusters Score -1.331793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161181 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13317941.000000 Penalty: 5948.213379
	Iteration 31Q: 3 clusters Score -1.331794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13317929.000000 Penalty: 5948.213379
	Iteration 32Q: 3 clusters Score -1.331793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13317939.000000 Penalty: 5948.213379
	Iteration 33Q: 3 clusters Score -1.331794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13317940.000000 Penalty: 5948.213379
	Iteration 34Q: 3 clusters Score -1.331794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13317939.000000 Penalty: 5948.213379
	Iteration 35Q: 3 clusters Score -1.331794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13317930.000000 Penalty: 5948.213379
	Iteration 36Q: 3 clusters Score -1.331793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13317943.000000 Penalty: 5948.213379
	Iteration 37Q: 3 clusters Score -1.331794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13317933.000000 Penalty: 5948.213379
	Iteration 38Q: 3 clusters Score -1.331793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161193 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -13317947.000000 Penalty: 5948.213379
	Iteration 39Q: 3 clusters Score -1.331795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13317941.000000 Penalty: 5948.213379
	Iteration 40F: 3 clusters Score -1.331794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13317951.000000 Penalty: 5948.213379
	Iteration 41Q: 3 clusters Score -1.331795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13317951.000000 Penalty: 5948.213379
	Iteration 42F: 3 clusters Score -1.331795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -343143.437500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -343143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -339001.656250 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -339001.7 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -340068.000000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -340068 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -340392.843750 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -340392.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -340673.593750 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -340673.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -340936.875000 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -340936.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -341177.437500 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -341177.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -341361.093750 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -341361.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -341516.625000 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -341516.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -341630.718750 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -341630.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -341719.000000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -341719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -341786.031250 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -341786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -341847.843750 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -341847.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -341895.156250 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -341895.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -341932.375000 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -341932.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -341968.093750 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -341968.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -342004.906250 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -342004.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -342038.093750 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -342038.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -342065.437500 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -342065.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -342096.000000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -342096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -342133.875000 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -342133.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -342181.031250 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -342181 nChanged 68
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: -342225.687500 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -342225.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -342288.656250 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -342288.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -342394.625000 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -342394.6 nChanged 125
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: -342589.937500 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -342589.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -342796.156250 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -342796.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -342883.375000 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -342883.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -342906.500000 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -342906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -342910.468750 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -342910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -342912.656250 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -342912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -342912.968750 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -342913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -342913.281250 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -342913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -342914.812500 Penalty: 4168.062988
	Iteration 32Q: 3 clusters Score -342914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -342917.406250 Penalty: 4168.062988
	Iteration 33Q: 3 clusters Score -342917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -342918.218750 Penalty: 4168.062988
	Iteration 34Q: 3 clusters Score -342918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -342918.218750 Penalty: 4168.062988
	Iteration 35F: 3 clusters Score -342918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -131143.203125 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -131143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128663.843750 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -128663.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -129107.500000 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -129107.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129249.453125 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -129249.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -129328.507812 Penalty: 3714.748535
	Iteration 3Q: 3 clusters Score -129328.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -129378.890625 Penalty: 3714.748535
	Iteration 4Q: 3 clusters Score -129378.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129441.000000 Penalty: 3714.748535
	Iteration 5Q: 3 clusters Score -129441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -129542.304688 Penalty: 3714.748535
	Iteration 6Q: 3 clusters Score -129542.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -129662.515625 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -129662.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -129814.242188 Penalty: 3714.748535
	Iteration 8Q: 3 clusters Score -129814.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -129992.500000 Penalty: 3714.748535
	Iteration 9F: 3 clusters Score -129992.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -130138.828125 Penalty: 3714.748535
	Iteration 10Q: 3 clusters Score -130138.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -130265.656250 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -130265.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -130365.820312 Penalty: 3714.748535
	Iteration 12Q: 3 clusters Score -130365.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -130438.429688 Penalty: 3714.748535
	Iteration 13Q: 3 clusters Score -130438.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -130478.929688 Penalty: 3714.748535
	Iteration 14Q: 3 clusters Score -130478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -130505.664062 Penalty: 3714.748535
	Iteration 15Q: 3 clusters Score -130505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -130521.171875 Penalty: 3714.748535
	Iteration 16Q: 3 clusters Score -130521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -130526.414062 Penalty: 3714.748535
	Iteration 17Q: 3 clusters Score -130526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -130529.968750 Penalty: 3714.748535
	Iteration 18Q: 3 clusters Score -130530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -130534.859375 Penalty: 3714.748535
	Iteration 19Q: 3 clusters Score -130534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -130544.921875 Penalty: 3714.748535
	Iteration 20F: 3 clusters Score -130544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -130550.343750 Penalty: 3714.748535
	Iteration 21Q: 3 clusters Score -130550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -130552.953125 Penalty: 3714.748535
	Iteration 22Q: 3 clusters Score -130553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -130557.914062 Penalty: 3714.748535
	Iteration 23Q: 3 clusters Score -130557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -130558.882812 Penalty: 3714.748535
	Iteration 24Q: 3 clusters Score -130558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -130559.328125 Penalty: 3714.748535
	Iteration 25Q: 3 clusters Score -130559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -130560.140625 Penalty: 3714.748535
	Iteration 26Q: 3 clusters Score -130560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -130560.140625 Penalty: 3714.748535
	Iteration 27F: 3 clusters Score -130560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -131759.906250 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -131759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -129542.164062 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -129542.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130051.320312 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -130051.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130256.960938 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -130257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130404.304688 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -130404.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130565.070312 Penalty: 3621.034424
	Iteration 4F: 3 clusters Score -130565.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -130668.773438 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -130668.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -130735.351562 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -130735.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -130780.546875 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -130780.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130823.023438 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -130823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -130853.523438 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -130853.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -130875.804688 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -130875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130888.093750 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -130888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -130892.367188 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -130892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130896.078125 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -130896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130901.085938 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -130901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -130905.546875 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -130905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -130910.320312 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -130910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -130916.023438 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -130916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130922.093750 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -130922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -130923.265625 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -130923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -130924.320312 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -130924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130924.648438 Penalty: 3621.034424
	Iteration 21Q: 3 clusters Score -130924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130924.648438 Penalty: 3621.034424
	Iteration 22F: 3 clusters Score -130924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Entering Unmasked Estep 
Score: -3566895.250000 Penalty: 2650.857178
	Iteration 0F: 2 clusters Score -3566895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3537171.750000 Penalty: 5301.714355
	Iteration 0F: 3 clusters Score -3537172 nChanged 20072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3548047.500000 Penalty: 5301.714355
	Iteration 1F: 3 clusters Score -3548048 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3548515.250000 Penalty: 5301.714355
	Iteration 2Q: 3 clusters Score -3548515 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3548953.500000 Penalty: 5301.714355
	Iteration 3Q: 3 clusters Score -3548954 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3549380.250000 Penalty: 5301.714355
	Iteration 4Q: 3 clusters Score -3549380 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3549911.500000 Penalty: 5301.714355
	Iteration 5Q: 3 clusters Score -3549912 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3550606.500000 Penalty: 5301.714355
	Iteration 6Q: 3 clusters Score -3550606 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3551641.750000 Penalty: 5301.714355
	Iteration 7Q: 3 clusters Score -3551642 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3553212.000000 Penalty: 5301.714355
	Iteration 8F: 3 clusters Score -3553212 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3555322.500000 Penalty: 5301.714355
	Iteration 9F: 3 clusters Score -3555322 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -3557916.000000 Penalty: 5301.714355
	Iteration 10F: 3 clusters Score -3557916 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3560556.500000 Penalty: 5301.714355
	Iteration 11F: 3 clusters Score -3560556 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3562589.250000 Penalty: 5301.714355
	Iteration 12F: 3 clusters Score -3562589 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3563613.000000 Penalty: 5301.714355
	Iteration 13Q: 3 clusters Score -3563613 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3564095.000000 Penalty: 5301.714355
	Iteration 14Q: 3 clusters Score -3564095 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3564317.750000 Penalty: 5301.714355
	Iteration 15Q: 3 clusters Score -3564318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3564422.000000 Penalty: 5301.714355
	Iteration 16Q: 3 clusters Score -3564422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3564471.500000 Penalty: 5301.714355
	Iteration 17Q: 3 clusters Score -3564472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3564507.500000 Penalty: 5301.714355
	Iteration 18Q: 3 clusters Score -3564508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3564536.750000 Penalty: 5301.714355
	Iteration 19Q: 3 clusters Score -3564537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3564547.000000 Penalty: 5301.714355
	Iteration 20F: 3 clusters Score -3564547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3564547.500000 Penalty: 5301.714355
	Iteration 21Q: 3 clusters Score -3564548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3564554.250000 Penalty: 5301.714355
	Iteration 22Q: 3 clusters Score -3564554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3564554.250000 Penalty: 5301.714355
	Iteration 23F: 3 clusters Score -3564554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Entering Unmasked Estep 
Score: -431601.093750 Penalty: 2138.100586
	Iteration 0F: 2 clusters Score -431601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -426748.000000 Penalty: 4276.201172
	Iteration 0F: 3 clusters Score -426748 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -428109.593750 Penalty: 4276.201172
	Iteration 1F: 3 clusters Score -428109.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -428517.687500 Penalty: 4276.201172
	Iteration 2F: 3 clusters Score -428517.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -428881.062500 Penalty: 4276.201172
	Iteration 3F: 3 clusters Score -428881.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -429203.718750 Penalty: 4276.201172
	Iteration 4F: 3 clusters Score -429203.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -429504.937500 Penalty: 4276.201172
	Iteration 5F: 3 clusters Score -429504.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -429748.906250 Penalty: 4276.201172
	Iteration 6F: 3 clusters Score -429748.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -429914.343750 Penalty: 4276.201172
	Iteration 7Q: 3 clusters Score -429914.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -430015.656250 Penalty: 4276.201172
	Iteration 8Q: 3 clusters Score -430015.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430080.406250 Penalty: 4276.201172
	Iteration 9Q: 3 clusters Score -430080.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -430131.812500 Penalty: 4276.201172
	Iteration 10Q: 3 clusters Score -430131.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -430176.968750 Penalty: 4276.201172
	Iteration 11Q: 3 clusters Score -430177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -430216.531250 Penalty: 4276.201172
	Iteration 12Q: 3 clusters Score -430216.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -430242.687500 Penalty: 4276.201172
	Iteration 13Q: 3 clusters Score -430242.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -430263.125000 Penalty: 4276.201172
	Iteration 14Q: 3 clusters Score -430263.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -430279.968750 Penalty: 4276.201172
	Iteration 15Q: 3 clusters Score -430280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -430295.781250 Penalty: 4276.201172
	Iteration 16Q: 3 clusters Score -430295.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -430306.437500 Penalty: 4276.201172
	Iteration 17Q: 3 clusters Score -430306.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -430312.687500 Penalty: 4276.201172
	Iteration 18Q: 3 clusters Score -430312.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -430319.250000 Penalty: 4276.201172
	Iteration 19Q: 3 clusters Score -430319.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -430323.875000 Penalty: 4276.201172
	Iteration 20F: 3 clusters Score -430323.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -430329.343750 Penalty: 4276.201172
	Iteration 21Q: 3 clusters Score -430329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -430333.343750 Penalty: 4276.201172
	Iteration 22Q: 3 clusters Score -430333.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -430336.562500 Penalty: 4276.201172
	Iteration 23Q: 3 clusters Score -430336.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -430340.906250 Penalty: 4276.201172
	Iteration 24Q: 3 clusters Score -430340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -430343.718750 Penalty: 4276.201172
	Iteration 25Q: 3 clusters Score -430343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -430345.031250 Penalty: 4276.201172
	Iteration 26Q: 3 clusters Score -430345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -430346.312500 Penalty: 4276.201172
	Iteration 27Q: 3 clusters Score -430346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -430346.250000 Penalty: 4276.201172
	Iteration 28Q: 3 clusters Score -430346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -430347.687500 Penalty: 4276.201172
	Iteration 29Q: 3 clusters Score -430347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -430347.906250 Penalty: 4276.201172
	Iteration 30Q: 3 clusters Score -430347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -430350.062500 Penalty: 4276.201172
	Iteration 31Q: 3 clusters Score -430350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -430351.093750 Penalty: 4276.201172
	Iteration 32Q: 3 clusters Score -430351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430350.562500 Penalty: 4276.201172
	Iteration 33Q: 3 clusters Score -430350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -430350.562500 Penalty: 4276.201172
	Iteration 34F: 3 clusters Score -430350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -453748.000000 Penalty: 2157.024414
	Iteration 0F: 2 clusters Score -453748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -448604.750000 Penalty: 4314.048828
	Iteration 0F: 3 clusters Score -448604.8 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -449960.593750 Penalty: 4314.048828
	Iteration 1F: 3 clusters Score -449960.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -450271.093750 Penalty: 4314.048828
	Iteration 2F: 3 clusters Score -450271.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -450592.000000 Penalty: 4314.048828
	Iteration 3F: 3 clusters Score -450592 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -450971.718750 Penalty: 4314.048828
	Iteration 4F: 3 clusters Score -450971.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -451568.875000 Penalty: 4314.048828
	Iteration 5F: 3 clusters Score -451568.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -452213.843750 Penalty: 4314.048828
	Iteration 6F: 3 clusters Score -452213.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -452787.625000 Penalty: 4314.048828
	Iteration 7F: 3 clusters Score -452787.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -453123.625000 Penalty: 4314.048828
	Iteration 8F: 3 clusters Score -453123.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -453295.531250 Penalty: 4314.048828
	Iteration 9Q: 3 clusters Score -453295.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -453397.843750 Penalty: 4314.048828
	Iteration 10Q: 3 clusters Score -453397.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -453442.843750 Penalty: 4314.048828
	Iteration 11Q: 3 clusters Score -453442.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -453464.875000 Penalty: 4314.048828
	Iteration 12Q: 3 clusters Score -453464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -453474.906250 Penalty: 4314.048828
	Iteration 13Q: 3 clusters Score -453474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -453482.968750 Penalty: 4314.048828
	Iteration 14Q: 3 clusters Score -453483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -453486.375000 Penalty: 4314.048828
	Iteration 15Q: 3 clusters Score -453486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -453487.625000 Penalty: 4314.048828
	Iteration 16Q: 3 clusters Score -453487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -453487.843750 Penalty: 4314.048828
	Iteration 17Q: 3 clusters Score -453487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -453490.062500 Penalty: 4314.048828
	Iteration 18Q: 3 clusters Score -453490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -453493.468750 Penalty: 4314.048828
	Iteration 19Q: 3 clusters Score -453493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -453495.750000 Penalty: 4314.048828
	Iteration 20F: 3 clusters Score -453495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -453497.500000 Penalty: 4314.048828
	Iteration 21Q: 3 clusters Score -453497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -453499.031250 Penalty: 4314.048828
	Iteration 22Q: 3 clusters Score -453499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -453499.375000 Penalty: 4314.048828
	Iteration 23Q: 3 clusters Score -453499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -453501.031250 Penalty: 4314.048828
	Iteration 24Q: 3 clusters Score -453501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -453501.156250 Penalty: 4314.048828
	Iteration 25Q: 3 clusters Score -453501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -453500.625000 Penalty: 4314.048828
	Iteration 26Q: 3 clusters Score -453500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -453503.406250 Penalty: 4314.048828
	Iteration 27Q: 3 clusters Score -453503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -453504.968750 Penalty: 4314.048828
	Iteration 28Q: 3 clusters Score -453505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -453504.343750 Penalty: 4314.048828
	Iteration 29Q: 3 clusters Score -453504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -453504.343750 Penalty: 4314.048828
	Iteration 30F: 3 clusters Score -453504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -64514.800781 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -64514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -62614.476562 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -62614.48 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -63108.777344 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -63108.78 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63317.351562 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -63317.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -63541.472656 Penalty: 3461.194092
	Iteration 3F: 3 clusters Score -63541.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63806.167969 Penalty: 3461.194092
	Iteration 4F: 3 clusters Score -63806.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63959.039062 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -63959.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64040.761719 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -64040.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64062.320312 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -64062.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64070.152344 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -64070.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64075.734375 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -64075.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64077.593750 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -64077.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64077.593750 Penalty: 3461.194092
	Iteration 11F: 3 clusters Score -64077.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Entering Unmasked Estep 
Score: -749880.000000 Penalty: 2222.641357
	Iteration 0F: 2 clusters Score -749880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -743580.375000 Penalty: 4445.282715
	Iteration 0F: 3 clusters Score -743580.4 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -745344.187500 Penalty: 4445.282715
	Iteration 1F: 3 clusters Score -745344.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -745651.437500 Penalty: 4445.282715
	Iteration 2F: 3 clusters Score -745651.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -745845.187500 Penalty: 4445.282715
	Iteration 3F: 3 clusters Score -745845.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -746005.000000 Penalty: 4445.282715
	Iteration 4Q: 3 clusters Score -746005 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -746143.187500 Penalty: 4445.282715
	Iteration 5Q: 3 clusters Score -746143.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -746252.062500 Penalty: 4445.282715
	Iteration 6Q: 3 clusters Score -746252.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -746348.062500 Penalty: 4445.282715
	Iteration 7Q: 3 clusters Score -746348.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -746457.750000 Penalty: 4445.282715
	Iteration 8Q: 3 clusters Score -746457.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -746571.625000 Penalty: 4445.282715
	Iteration 9Q: 3 clusters Score -746571.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -746669.875000 Penalty: 4445.282715
	Iteration 10Q: 3 clusters Score -746669.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -746768.125000 Penalty: 4445.282715
	Iteration 11Q: 3 clusters Score -746768.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -746870.937500 Penalty: 4445.282715
	Iteration 12Q: 3 clusters Score -746870.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -746969.187500 Penalty: 4445.282715
	Iteration 13Q: 3 clusters Score -746969.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -747061.625000 Penalty: 4445.282715
	Iteration 14Q: 3 clusters Score -747061.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -747139.750000 Penalty: 4445.282715
	Iteration 15Q: 3 clusters Score -747139.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -747220.750000 Penalty: 4445.282715
	Iteration 16Q: 3 clusters Score -747220.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -747290.187500 Penalty: 4445.282715
	Iteration 17Q: 3 clusters Score -747290.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -747361.875000 Penalty: 4445.282715
	Iteration 18Q: 3 clusters Score -747361.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -747414.062500 Penalty: 4445.282715
	Iteration 19Q: 3 clusters Score -747414.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -747464.750000 Penalty: 4445.282715
	Iteration 20F: 3 clusters Score -747464.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -747505.875000 Penalty: 4445.282715
	Iteration 21Q: 3 clusters Score -747505.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -747534.875000 Penalty: 4445.282715
	Iteration 22Q: 3 clusters Score -747534.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -747562.437500 Penalty: 4445.282715
	Iteration 23Q: 3 clusters Score -747562.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -747592.125000 Penalty: 4445.282715
	Iteration 24Q: 3 clusters Score -747592.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -747621.937500 Penalty: 4445.282715
	Iteration 25Q: 3 clusters Score -747621.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -747649.437500 Penalty: 4445.282715
	Iteration 26Q: 3 clusters Score -747649.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -747669.312500 Penalty: 4445.282715
	Iteration 27Q: 3 clusters Score -747669.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -747681.500000 Penalty: 4445.282715
	Iteration 28Q: 3 clusters Score -747681.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -747690.000000 Penalty: 4445.282715
	Iteration 29Q: 3 clusters Score -747690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -747695.937500 Penalty: 4445.282715
	Iteration 30Q: 3 clusters Score -747695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -747700.312500 Penalty: 4445.282715
	Iteration 31Q: 3 clusters Score -747700.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -747705.187500 Penalty: 4445.282715
	Iteration 32Q: 3 clusters Score -747705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -747712.062500 Penalty: 4445.282715
	Iteration 33Q: 3 clusters Score -747712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -747714.750000 Penalty: 4445.282715
	Iteration 34Q: 3 clusters Score -747714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -747719.375000 Penalty: 4445.282715
	Iteration 35Q: 3 clusters Score -747719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -747721.937500 Penalty: 4445.282715
	Iteration 36Q: 3 clusters Score -747721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -747725.437500 Penalty: 4445.282715
	Iteration 37Q: 3 clusters Score -747725.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -747728.562500 Penalty: 4445.282715
	Iteration 38Q: 3 clusters Score -747728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -747736.625000 Penalty: 4445.282715
	Iteration 39Q: 3 clusters Score -747736.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -747746.562500 Penalty: 4445.282715
	Iteration 40F: 3 clusters Score -747746.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -747761.187500 Penalty: 4445.282715
	Iteration 41Q: 3 clusters Score -747761.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -747768.187500 Penalty: 4445.282715
	Iteration 42Q: 3 clusters Score -747768.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -747772.375000 Penalty: 4445.282715
	Iteration 43Q: 3 clusters Score -747772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -747777.937500 Penalty: 4445.282715
	Iteration 44Q: 3 clusters Score -747777.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -747784.437500 Penalty: 4445.282715
	Iteration 45Q: 3 clusters Score -747784.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -747790.000000 Penalty: 4445.282715
	Iteration 46Q: 3 clusters Score -747790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -747796.062500 Penalty: 4445.282715
	Iteration 47Q: 3 clusters Score -747796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -747801.250000 Penalty: 4445.282715
	Iteration 48Q: 3 clusters Score -747801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -747802.437500 Penalty: 4445.282715
	Iteration 49Q: 3 clusters Score -747802.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -747804.500000 Penalty: 4445.282715
	Iteration 50Q: 3 clusters Score -747804.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -747805.125000 Penalty: 4445.282715
	Iteration 51Q: 3 clusters Score -747805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -747810.062500 Penalty: 4445.282715
	Iteration 52Q: 3 clusters Score -747810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -747811.625000 Penalty: 4445.282715
	Iteration 53Q: 3 clusters Score -747811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -747811.937500 Penalty: 4445.282715
	Iteration 54Q: 3 clusters Score -747811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -747813.812500 Penalty: 4445.282715
	Iteration 55Q: 3 clusters Score -747813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -747815.687500 Penalty: 4445.282715
	Iteration 56Q: 3 clusters Score -747815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -747816.000000 Penalty: 4445.282715
	Iteration 57Q: 3 clusters Score -747816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -747819.750000 Penalty: 4445.282715
	Iteration 58Q: 3 clusters Score -747819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -747819.875000 Penalty: 4445.282715
	Iteration 59Q: 3 clusters Score -747819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -747820.625000 Penalty: 4445.282715
	Iteration 60F: 3 clusters Score -747820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -747822.687500 Penalty: 4445.282715
	Iteration 61Q: 3 clusters Score -747822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -747822.937500 Penalty: 4445.282715
	Iteration 62Q: 3 clusters Score -747822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -747826.500000 Penalty: 4445.282715
	Iteration 63Q: 3 clusters Score -747826.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -747828.187500 Penalty: 4445.282715
	Iteration 64Q: 3 clusters Score -747828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -747830.750000 Penalty: 4445.282715
	Iteration 65Q: 3 clusters Score -747830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -747831.312500 Penalty: 4445.282715
	Iteration 66Q: 3 clusters Score -747831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -747832.437500 Penalty: 4445.282715
	Iteration 67Q: 3 clusters Score -747832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -747833.125000 Penalty: 4445.282715
	Iteration 68Q: 3 clusters Score -747833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -747834.125000 Penalty: 4445.282715
	Iteration 69Q: 3 clusters Score -747834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -747836.625000 Penalty: 4445.282715
	Iteration 70Q: 3 clusters Score -747836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -747839.812500 Penalty: 4445.282715
	Iteration 71Q: 3 clusters Score -747839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -747841.375000 Penalty: 4445.282715
	Iteration 72Q: 3 clusters Score -747841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -747842.937500 Penalty: 4445.282715
	Iteration 73Q: 3 clusters Score -747842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -747843.625000 Penalty: 4445.282715
	Iteration 74Q: 3 clusters Score -747843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -747844.312500 Penalty: 4445.282715
	Iteration 75Q: 3 clusters Score -747844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -747845.625000 Penalty: 4445.282715
	Iteration 76Q: 3 clusters Score -747845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -747845.750000 Penalty: 4445.282715
	Iteration 77Q: 3 clusters Score -747845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -747845.750000 Penalty: 4445.282715
	Iteration 78F: 3 clusters Score -747845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (169364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Entering Unmasked Estep 
Score: -13897368.000000 Penalty: 2985.871826
	Iteration 0F: 2 clusters Score -1.389737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -13783822.000000 Penalty: 5971.743652
	Iteration 0F: 3 clusters Score -1.378382e+07 nChanged 81179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -13831471.000000 Penalty: 5971.743652
	Iteration 1F: 3 clusters Score -1.383147e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -13832581.000000 Penalty: 5971.743652
	Iteration 2Q: 3 clusters Score -1.383258e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -13834129.000000 Penalty: 5971.743652
	Iteration 3Q: 3 clusters Score -1.383413e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -13836149.000000 Penalty: 5971.743652
	Iteration 4Q: 3 clusters Score -1.383615e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -13839044.000000 Penalty: 5971.743652
	Iteration 5Q: 3 clusters Score -1.383904e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 91303 members 
Entering Unmasked Estep 
Score: -13842237.000000 Penalty: 5971.743652
	Iteration 6Q: 3 clusters Score -1.384224e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -13845972.000000 Penalty: 5971.743652
	Iteration 7Q: 3 clusters Score -1.384597e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 97175 members 
Entering Unmasked Estep 
Score: -13850177.000000 Penalty: 5971.743652
	Iteration 8Q: 3 clusters Score -1.385018e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -13855114.000000 Penalty: 5971.743652
	Iteration 9F: 3 clusters Score -1.385511e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -13860326.000000 Penalty: 5971.743652
	Iteration 10F: 3 clusters Score -1.386033e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 114499 members 
Entering Unmasked Estep 
Score: -13865315.000000 Penalty: 5971.743652
	Iteration 11F: 3 clusters Score -1.386532e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -13870065.000000 Penalty: 5971.743652
	Iteration 12Q: 3 clusters Score -1.387006e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -13874395.000000 Penalty: 5971.743652
	Iteration 13Q: 3 clusters Score -1.38744e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -13878560.000000 Penalty: 5971.743652
	Iteration 14Q: 3 clusters Score -1.387856e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -13882308.000000 Penalty: 5971.743652
	Iteration 15Q: 3 clusters Score -1.388231e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -13885625.000000 Penalty: 5971.743652
	Iteration 16Q: 3 clusters Score -1.388562e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 155014 members 
Entering Unmasked Estep 
Score: -13888381.000000 Penalty: 5971.743652
	Iteration 17Q: 3 clusters Score -1.388838e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -13890444.000000 Penalty: 5971.743652
	Iteration 18Q: 3 clusters Score -1.389044e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 161864 members 
Entering Unmasked Estep 
Score: -13892000.000000 Penalty: 5971.743652
	Iteration 19Q: 3 clusters Score -1.3892e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -13892869.000000 Penalty: 5971.743652
	Iteration 20F: 3 clusters Score -1.389287e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 165093 members 
Entering Unmasked Estep 
Score: -13893534.000000 Penalty: 5971.743652
	Iteration 21Q: 3 clusters Score -1.389353e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -13893927.000000 Penalty: 5971.743652
	Iteration 22Q: 3 clusters Score -1.389393e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 166587 members 
Entering Unmasked Estep 
Score: -13894218.000000 Penalty: 5971.743652
	Iteration 23Q: 3 clusters Score -1.389422e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -13894380.000000 Penalty: 5971.743652
	Iteration 24Q: 3 clusters Score -1.389438e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 167311 members 
Entering Unmasked Estep 
Score: -13894527.000000 Penalty: 5971.743652
	Iteration 25Q: 3 clusters Score -1.389453e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 167515 members 
Entering Unmasked Estep 
Score: -13894636.000000 Penalty: 5971.743652
	Iteration 26Q: 3 clusters Score -1.389464e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 167651 members 
Entering Unmasked Estep 
Score: -13894700.000000 Penalty: 5971.743652
	Iteration 27Q: 3 clusters Score -1.38947e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -13894770.000000 Penalty: 5971.743652
	Iteration 28Q: 3 clusters Score -1.389477e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -13894783.000000 Penalty: 5971.743652
	Iteration 29Q: 3 clusters Score -1.389478e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 167921 members 
Entering Unmasked Estep 
Score: -13894835.000000 Penalty: 5971.743652
	Iteration 30Q: 3 clusters Score -1.389484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -13894867.000000 Penalty: 5971.743652
	Iteration 31Q: 3 clusters Score -1.389487e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -13894878.000000 Penalty: 5971.743652
	Iteration 32Q: 3 clusters Score -1.389488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 168074 members 
Entering Unmasked Estep 
Score: -13894894.000000 Penalty: 5971.743652
	Iteration 33Q: 3 clusters Score -1.389489e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -13894896.000000 Penalty: 5971.743652
	Iteration 34Q: 3 clusters Score -1.38949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -13894897.000000 Penalty: 5971.743652
	Iteration 35Q: 3 clusters Score -1.38949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 168140 members 
Entering Unmasked Estep 
Score: -13894901.000000 Penalty: 5971.743652
	Iteration 36Q: 3 clusters Score -1.38949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 168153 members 
Entering Unmasked Estep 
Score: -13894905.000000 Penalty: 5971.743652
	Iteration 37Q: 3 clusters Score -1.38949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 168178 members 
Entering Unmasked Estep 
Score: -13894919.000000 Penalty: 5971.743652
	Iteration 38Q: 3 clusters Score -1.389492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 168200 members 
Entering Unmasked Estep 
Score: -13894949.000000 Penalty: 5971.743652
	Iteration 39Q: 3 clusters Score -1.389495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -13894946.000000 Penalty: 5971.743652
	Iteration 40F: 3 clusters Score -1.389495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -13894944.000000 Penalty: 5971.743652
	Iteration 41Q: 3 clusters Score -1.389494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -13894956.000000 Penalty: 5971.743652
	Iteration 42Q: 3 clusters Score -1.389496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 168245 members 
Entering Unmasked Estep 
Score: -13894970.000000 Penalty: 5971.743652
	Iteration 43Q: 3 clusters Score -1.389497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -13894972.000000 Penalty: 5971.743652
	Iteration 44Q: 3 clusters Score -1.389497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -13894975.000000 Penalty: 5971.743652
	Iteration 45Q: 3 clusters Score -1.389498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 168261 members 
Entering Unmasked Estep 
Score: -13894987.000000 Penalty: 5971.743652
	Iteration 46Q: 3 clusters Score -1.389499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168266 members 
Entering Unmasked Estep 
Score: -13894980.000000 Penalty: 5971.743652
	Iteration 47Q: 3 clusters Score -1.389498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -13894992.000000 Penalty: 5971.743652
	Iteration 48Q: 3 clusters Score -1.389499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -13895006.000000 Penalty: 5971.743652
	Iteration 49Q: 3 clusters Score -1.389501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -13894996.000000 Penalty: 5971.743652
	Iteration 50Q: 3 clusters Score -1.3895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -13894995.000000 Penalty: 5971.743652
	Iteration 51Q: 3 clusters Score -1.3895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -13895002.000000 Penalty: 5971.743652
	Iteration 52Q: 3 clusters Score -1.3895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -13895003.000000 Penalty: 5971.743652
	Iteration 53Q: 3 clusters Score -1.3895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -13895003.000000 Penalty: 5971.743652
	Iteration 54F: 3 clusters Score -1.3895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -393166.875000 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -393166.9 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 2489 members 
Entering Unmasked Estep 
Score: -388577.125000 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -388577.1 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -389711.062500 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -389711.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -389976.343750 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -389976.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -390148.437500 Penalty: 4231.228027
	Iteration 3F: 3 clusters Score -390148.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -390290.531250 Penalty: 4231.228027
	Iteration 4Q: 3 clusters Score -390290.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -390416.000000 Penalty: 4231.228027
	Iteration 5Q: 3 clusters Score -390416 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -390527.281250 Penalty: 4231.228027
	Iteration 6Q: 3 clusters Score -390527.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -390636.062500 Penalty: 4231.228027
	Iteration 7Q: 3 clusters Score -390636.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -390734.937500 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -390734.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -390835.093750 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -390835.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -390953.187500 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -390953.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -391051.031250 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -391051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -391139.718750 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -391139.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -391195.125000 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -391195.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -391229.093750 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -391229.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -391250.031250 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -391250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -391271.625000 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -391271.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -391290.843750 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -391290.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -391303.812500 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -391303.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -391315.500000 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -391315.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -391321.406250 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -391321.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -391328.343750 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -391328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -391331.312500 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -391331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -391336.093750 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -391336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -391341.250000 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -391341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -391344.593750 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -391344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -391346.250000 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -391346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -391348.718750 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -391348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -391353.187500 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -391353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -391357.468750 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -391357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -391361.281250 Penalty: 4231.228027
	Iteration 30Q: 3 clusters Score -391361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -391364.125000 Penalty: 4231.228027
	Iteration 31Q: 3 clusters Score -391364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -391366.000000 Penalty: 4231.228027
	Iteration 32Q: 3 clusters Score -391366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -391367.562500 Penalty: 4231.228027
	Iteration 33Q: 3 clusters Score -391367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -391369.687500 Penalty: 4231.228027
	Iteration 34Q: 3 clusters Score -391369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -391371.500000 Penalty: 4231.228027
	Iteration 35Q: 3 clusters Score -391371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -391372.625000 Penalty: 4231.228027
	Iteration 36Q: 3 clusters Score -391372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -391375.812500 Penalty: 4231.228027
	Iteration 37Q: 3 clusters Score -391375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -391379.625000 Penalty: 4231.228027
	Iteration 38Q: 3 clusters Score -391379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -391384.031250 Penalty: 4231.228027
	Iteration 39Q: 3 clusters Score -391384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -391385.718750 Penalty: 4231.228027
	Iteration 40F: 3 clusters Score -391385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -391386.906250 Penalty: 4231.228027
	Iteration 41Q: 3 clusters Score -391386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -391389.156250 Penalty: 4231.228027
	Iteration 42Q: 3 clusters Score -391389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -391392.343750 Penalty: 4231.228027
	Iteration 43Q: 3 clusters Score -391392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -391397.156250 Penalty: 4231.228027
	Iteration 44Q: 3 clusters Score -391397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -391399.375000 Penalty: 4231.228027
	Iteration 45Q: 3 clusters Score -391399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -391399.375000 Penalty: 4231.228027
	Iteration 46F: 3 clusters Score -391399.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -900072.125000 Penalty: 2275.508545
	Iteration 0F: 2 clusters Score -900072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -892647.062500 Penalty: 4551.017090
	Iteration 0F: 3 clusters Score -892647.1 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -894985.625000 Penalty: 4551.017090
	Iteration 1F: 3 clusters Score -894985.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -895615.187500 Penalty: 4551.017090
	Iteration 2F: 3 clusters Score -895615.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -896471.562500 Penalty: 4551.017090
	Iteration 3F: 3 clusters Score -896471.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -897491.562500 Penalty: 4551.017090
	Iteration 4F: 3 clusters Score -897491.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -898306.125000 Penalty: 4551.017090
	Iteration 5F: 3 clusters Score -898306.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -898746.625000 Penalty: 4551.017090
	Iteration 6F: 3 clusters Score -898746.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -898957.062500 Penalty: 4551.017090
	Iteration 7Q: 3 clusters Score -898957.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -899035.875000 Penalty: 4551.017090
	Iteration 8Q: 3 clusters Score -899035.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -899074.875000 Penalty: 4551.017090
	Iteration 9Q: 3 clusters Score -899074.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -899100.312500 Penalty: 4551.017090
	Iteration 10Q: 3 clusters Score -899100.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -899115.875000 Penalty: 4551.017090
	Iteration 11Q: 3 clusters Score -899115.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -899121.187500 Penalty: 4551.017090
	Iteration 12Q: 3 clusters Score -899121.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -899127.750000 Penalty: 4551.017090
	Iteration 13Q: 3 clusters Score -899127.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -899129.687500 Penalty: 4551.017090
	Iteration 14Q: 3 clusters Score -899129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -899131.812500 Penalty: 4551.017090
	Iteration 15Q: 3 clusters Score -899131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -899131.000000 Penalty: 4551.017090
	Iteration 16Q: 3 clusters Score -899131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -899130.437500 Penalty: 4551.017090
	Iteration 17Q: 3 clusters Score -899130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -899130.937500 Penalty: 4551.017090
	Iteration 18Q: 3 clusters Score -899130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -899130.250000 Penalty: 4551.017090
	Iteration 19Q: 3 clusters Score -899130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -899130.250000 Penalty: 4551.017090
	Iteration 20F: 3 clusters Score -899130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -91219.898438 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -91219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89207.437500 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -89207.44 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89603.828125 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -89603.83 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89737.937500 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -89737.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -89813.328125 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -89813.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -89848.976562 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -89848.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89869.617188 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -89869.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89877.992188 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -89877.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -89884.328125 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -89884.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -89891.992188 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -89891.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -89895.976562 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -89895.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -89901.164062 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -89901.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -89913.515625 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -89913.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89920.437500 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -89920.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -89927.960938 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -89927.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89937.648438 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -89937.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89945.828125 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -89945.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89950.492188 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -89950.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89951.679688 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -89951.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89952.601562 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -89952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -89952.601562 Penalty: 3483.342529
	Iteration 19F: 3 clusters Score -89952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Entering Unmasked Estep 
Score: -326408.093750 Penalty: 2067.365479
	Iteration 0F: 2 clusters Score -326408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -322445.343750 Penalty: 4134.730957
	Iteration 0F: 3 clusters Score -322445.3 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -323373.968750 Penalty: 4134.730957
	Iteration 1F: 3 clusters Score -323374 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -323643.812500 Penalty: 4134.730957
	Iteration 2F: 3 clusters Score -323643.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -323871.187500 Penalty: 4134.730957
	Iteration 3F: 3 clusters Score -323871.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -324061.343750 Penalty: 4134.730957
	Iteration 4F: 3 clusters Score -324061.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -324200.218750 Penalty: 4134.730957
	Iteration 5Q: 3 clusters Score -324200.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -324307.593750 Penalty: 4134.730957
	Iteration 6Q: 3 clusters Score -324307.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -324391.562500 Penalty: 4134.730957
	Iteration 7Q: 3 clusters Score -324391.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324448.875000 Penalty: 4134.730957
	Iteration 8Q: 3 clusters Score -324448.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -324494.750000 Penalty: 4134.730957
	Iteration 9Q: 3 clusters Score -324494.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -324532.343750 Penalty: 4134.730957
	Iteration 10Q: 3 clusters Score -324532.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -324556.000000 Penalty: 4134.730957
	Iteration 11Q: 3 clusters Score -324556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -324574.250000 Penalty: 4134.730957
	Iteration 12Q: 3 clusters Score -324574.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -324591.281250 Penalty: 4134.730957
	Iteration 13Q: 3 clusters Score -324591.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -324600.781250 Penalty: 4134.730957
	Iteration 14Q: 3 clusters Score -324600.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324610.750000 Penalty: 4134.730957
	Iteration 15Q: 3 clusters Score -324610.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -324620.937500 Penalty: 4134.730957
	Iteration 16Q: 3 clusters Score -324620.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -324628.312500 Penalty: 4134.730957
	Iteration 17Q: 3 clusters Score -324628.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -324638.218750 Penalty: 4134.730957
	Iteration 18Q: 3 clusters Score -324638.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -324643.062500 Penalty: 4134.730957
	Iteration 19Q: 3 clusters Score -324643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -324647.562500 Penalty: 4134.730957
	Iteration 20F: 3 clusters Score -324647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -324651.062500 Penalty: 4134.730957
	Iteration 21Q: 3 clusters Score -324651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -324654.718750 Penalty: 4134.730957
	Iteration 22Q: 3 clusters Score -324654.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -324659.843750 Penalty: 4134.730957
	Iteration 23Q: 3 clusters Score -324659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -324663.093750 Penalty: 4134.730957
	Iteration 24Q: 3 clusters Score -324663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -324664.562500 Penalty: 4134.730957
	Iteration 25Q: 3 clusters Score -324664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -324665.781250 Penalty: 4134.730957
	Iteration 26Q: 3 clusters Score -324665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -324666.312500 Penalty: 4134.730957
	Iteration 27Q: 3 clusters Score -324666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -324669.656250 Penalty: 4134.730957
	Iteration 28Q: 3 clusters Score -324669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -324671.812500 Penalty: 4134.730957
	Iteration 29Q: 3 clusters Score -324671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -324673.156250 Penalty: 4134.730957
	Iteration 30Q: 3 clusters Score -324673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -324673.562500 Penalty: 4134.730957
	Iteration 31Q: 3 clusters Score -324673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -324675.531250 Penalty: 4134.730957
	Iteration 32Q: 3 clusters Score -324675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -324678.062500 Penalty: 4134.730957
	Iteration 33Q: 3 clusters Score -324678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -324679.312500 Penalty: 4134.730957
	Iteration 34Q: 3 clusters Score -324679.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -324681.031250 Penalty: 4134.730957
	Iteration 35Q: 3 clusters Score -324681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -324681.843750 Penalty: 4134.730957
	Iteration 36Q: 3 clusters Score -324681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -324681.843750 Penalty: 4134.730957
	Iteration 37F: 3 clusters Score -324681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (99681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Entering Unmasked Estep 
Score: -8008016.500000 Penalty: 2854.413086
	Iteration 0F: 2 clusters Score -8008016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -7941441.000000 Penalty: 5708.826172
	Iteration 0F: 3 clusters Score -7941441 nChanged 46990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -7968355.000000 Penalty: 5708.826172
	Iteration 1F: 3 clusters Score -7968355 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -7969178.000000 Penalty: 5708.826172
	Iteration 2Q: 3 clusters Score -7969178 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -7970276.000000 Penalty: 5708.826172
	Iteration 3Q: 3 clusters Score -7970276 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -7972039.000000 Penalty: 5708.826172
	Iteration 4Q: 3 clusters Score -7972039 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -7974393.500000 Penalty: 5708.826172
	Iteration 5F: 3 clusters Score -7974394 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -7977855.500000 Penalty: 5708.826172
	Iteration 6F: 3 clusters Score -7977856 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -7981775.000000 Penalty: 5708.826172
	Iteration 7F: 3 clusters Score -7981775 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -7985530.000000 Penalty: 5708.826172
	Iteration 8F: 3 clusters Score -7985530 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -7988807.000000 Penalty: 5708.826172
	Iteration 9F: 3 clusters Score -7988807 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -7991584.000000 Penalty: 5708.826172
	Iteration 10Q: 3 clusters Score -7991584 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -7993805.500000 Penalty: 5708.826172
	Iteration 11Q: 3 clusters Score -7993806 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -7995981.000000 Penalty: 5708.826172
	Iteration 12Q: 3 clusters Score -7995981 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -7997936.500000 Penalty: 5708.826172
	Iteration 13Q: 3 clusters Score -7997936 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -7999841.500000 Penalty: 5708.826172
	Iteration 14Q: 3 clusters Score -7999842 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8001431.000000 Penalty: 5708.826172
	Iteration 15Q: 3 clusters Score -8001431 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8002873.000000 Penalty: 5708.826172
	Iteration 16Q: 3 clusters Score -8002873 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8003907.000000 Penalty: 5708.826172
	Iteration 17Q: 3 clusters Score -8003907 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8004550.000000 Penalty: 5708.826172
	Iteration 18Q: 3 clusters Score -8004550 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8004946.000000 Penalty: 5708.826172
	Iteration 19Q: 3 clusters Score -8004946 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8005159.500000 Penalty: 5708.826172
	Iteration 20F: 3 clusters Score -8005160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8005286.000000 Penalty: 5708.826172
	Iteration 21Q: 3 clusters Score -8005286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8005367.500000 Penalty: 5708.826172
	Iteration 22Q: 3 clusters Score -8005368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8005400.000000 Penalty: 5708.826172
	Iteration 23Q: 3 clusters Score -8005400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8005421.500000 Penalty: 5708.826172
	Iteration 24Q: 3 clusters Score -8005422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8005439.500000 Penalty: 5708.826172
	Iteration 25Q: 3 clusters Score -8005440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8005441.000000 Penalty: 5708.826172
	Iteration 26Q: 3 clusters Score -8005441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8005453.000000 Penalty: 5708.826172
	Iteration 27Q: 3 clusters Score -8005453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8005461.000000 Penalty: 5708.826172
	Iteration 28Q: 3 clusters Score -8005461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8005462.500000 Penalty: 5708.826172
	Iteration 29Q: 3 clusters Score -8005462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8005467.500000 Penalty: 5708.826172
	Iteration 30Q: 3 clusters Score -8005468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8005485.000000 Penalty: 5708.826172
	Iteration 31Q: 3 clusters Score -8005485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8005487.500000 Penalty: 5708.826172
	Iteration 32Q: 3 clusters Score -8005488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8005484.500000 Penalty: 5708.826172
	Iteration 33Q: 3 clusters Score -8005484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8005486.500000 Penalty: 5708.826172
	Iteration 34Q: 3 clusters Score -8005486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8005487.000000 Penalty: 5708.826172
	Iteration 35Q: 3 clusters Score -8005487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8005487.000000 Penalty: 5708.826172
	Iteration 36F: 3 clusters Score -8005487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Entering Unmasked Estep 
Score: -1023208.750000 Penalty: 2343.186523
	Iteration 0F: 2 clusters Score -1023209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1013737.000000 Penalty: 4686.373047
	Iteration 0F: 3 clusters Score -1013737 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1016709.062500 Penalty: 4686.373047
	Iteration 1F: 3 clusters Score -1016709 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1017113.625000 Penalty: 4686.373047
	Iteration 2F: 3 clusters Score -1017114 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1017421.000000 Penalty: 4686.373047
	Iteration 3F: 3 clusters Score -1017421 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1017702.437500 Penalty: 4686.373047
	Iteration 4Q: 3 clusters Score -1017702 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1017938.000000 Penalty: 4686.373047
	Iteration 5Q: 3 clusters Score -1017938 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1018155.750000 Penalty: 4686.373047
	Iteration 6Q: 3 clusters Score -1018156 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1018375.875000 Penalty: 4686.373047
	Iteration 7Q: 3 clusters Score -1018376 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1018585.562500 Penalty: 4686.373047
	Iteration 8Q: 3 clusters Score -1018586 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1018795.125000 Penalty: 4686.373047
	Iteration 9Q: 3 clusters Score -1018795 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1019004.500000 Penalty: 4686.373047
	Iteration 10Q: 3 clusters Score -1019004 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1019209.062500 Penalty: 4686.373047
	Iteration 11Q: 3 clusters Score -1019209 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1019450.562500 Penalty: 4686.373047
	Iteration 12Q: 3 clusters Score -1019451 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1019685.187500 Penalty: 4686.373047
	Iteration 13Q: 3 clusters Score -1019685 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1019895.312500 Penalty: 4686.373047
	Iteration 14Q: 3 clusters Score -1019895 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1020098.187500 Penalty: 4686.373047
	Iteration 15Q: 3 clusters Score -1020098 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1020246.375000 Penalty: 4686.373047
	Iteration 16Q: 3 clusters Score -1020246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1020341.187500 Penalty: 4686.373047
	Iteration 17Q: 3 clusters Score -1020341 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1020401.687500 Penalty: 4686.373047
	Iteration 18Q: 3 clusters Score -1020402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1020454.125000 Penalty: 4686.373047
	Iteration 19Q: 3 clusters Score -1020454 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1020495.750000 Penalty: 4686.373047
	Iteration 20F: 3 clusters Score -1020496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1020527.375000 Penalty: 4686.373047
	Iteration 21Q: 3 clusters Score -1020527 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1020552.375000 Penalty: 4686.373047
	Iteration 22Q: 3 clusters Score -1020552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1020580.187500 Penalty: 4686.373047
	Iteration 23Q: 3 clusters Score -1020580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1020609.375000 Penalty: 4686.373047
	Iteration 24Q: 3 clusters Score -1020609 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1020639.937500 Penalty: 4686.373047
	Iteration 25Q: 3 clusters Score -1020640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1020662.000000 Penalty: 4686.373047
	Iteration 26Q: 3 clusters Score -1020662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1020690.937500 Penalty: 4686.373047
	Iteration 27Q: 3 clusters Score -1020691 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1020723.375000 Penalty: 4686.373047
	Iteration 28Q: 3 clusters Score -1020723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1020759.812500 Penalty: 4686.373047
	Iteration 29Q: 3 clusters Score -1020760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1020787.187500 Penalty: 4686.373047
	Iteration 30Q: 3 clusters Score -1020787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1020813.750000 Penalty: 4686.373047
	Iteration 31Q: 3 clusters Score -1020814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1020833.625000 Penalty: 4686.373047
	Iteration 32Q: 3 clusters Score -1020834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1020852.125000 Penalty: 4686.373047
	Iteration 33Q: 3 clusters Score -1020852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1020867.250000 Penalty: 4686.373047
	Iteration 34Q: 3 clusters Score -1020867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1020881.937500 Penalty: 4686.373047
	Iteration 35Q: 3 clusters Score -1020882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1020892.625000 Penalty: 4686.373047
	Iteration 36Q: 3 clusters Score -1020893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1020905.312500 Penalty: 4686.373047
	Iteration 37Q: 3 clusters Score -1020905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1020914.062500 Penalty: 4686.373047
	Iteration 38Q: 3 clusters Score -1020914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1020921.937500 Penalty: 4686.373047
	Iteration 39Q: 3 clusters Score -1020922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1020932.875000 Penalty: 4686.373047
	Iteration 40F: 3 clusters Score -1020933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1020935.625000 Penalty: 4686.373047
	Iteration 41Q: 3 clusters Score -1020936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1020939.875000 Penalty: 4686.373047
	Iteration 42Q: 3 clusters Score -1020940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1020944.250000 Penalty: 4686.373047
	Iteration 43Q: 3 clusters Score -1020944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1020947.750000 Penalty: 4686.373047
	Iteration 44Q: 3 clusters Score -1020948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1020949.125000 Penalty: 4686.373047
	Iteration 45Q: 3 clusters Score -1020949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1020950.562500 Penalty: 4686.373047
	Iteration 46Q: 3 clusters Score -1020951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1020952.500000 Penalty: 4686.373047
	Iteration 47Q: 3 clusters Score -1020952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1020958.000000 Penalty: 4686.373047
	Iteration 48Q: 3 clusters Score -1020958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1020958.250000 Penalty: 4686.373047
	Iteration 49Q: 3 clusters Score -1020958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1020967.187500 Penalty: 4686.373047
	Iteration 50Q: 3 clusters Score -1020967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1020969.500000 Penalty: 4686.373047
	Iteration 51Q: 3 clusters Score -1020970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1020973.312500 Penalty: 4686.373047
	Iteration 52Q: 3 clusters Score -1020973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1020975.250000 Penalty: 4686.373047
	Iteration 53Q: 3 clusters Score -1020975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1020983.312500 Penalty: 4686.373047
	Iteration 54Q: 3 clusters Score -1020983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1020983.687500 Penalty: 4686.373047
	Iteration 55Q: 3 clusters Score -1020984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1020989.687500 Penalty: 4686.373047
	Iteration 56Q: 3 clusters Score -1020990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1020993.375000 Penalty: 4686.373047
	Iteration 57Q: 3 clusters Score -1020993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1020996.687500 Penalty: 4686.373047
	Iteration 58Q: 3 clusters Score -1020997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1021005.312500 Penalty: 4686.373047
	Iteration 59Q: 3 clusters Score -1021005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1021011.000000 Penalty: 4686.373047
	Iteration 60F: 3 clusters Score -1021011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1021013.625000 Penalty: 4686.373047
	Iteration 61Q: 3 clusters Score -1021014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1021018.125000 Penalty: 4686.373047
	Iteration 62Q: 3 clusters Score -1021018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1021022.937500 Penalty: 4686.373047
	Iteration 63Q: 3 clusters Score -1021023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1021024.687500 Penalty: 4686.373047
	Iteration 64Q: 3 clusters Score -1021025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1021025.750000 Penalty: 4686.373047
	Iteration 65Q: 3 clusters Score -1021026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1021029.500000 Penalty: 4686.373047
	Iteration 66Q: 3 clusters Score -1021030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1021032.687500 Penalty: 4686.373047
	Iteration 67Q: 3 clusters Score -1021033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1021034.250000 Penalty: 4686.373047
	Iteration 68Q: 3 clusters Score -1021034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1021038.812500 Penalty: 4686.373047
	Iteration 69Q: 3 clusters Score -1021039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1021042.687500 Penalty: 4686.373047
	Iteration 70Q: 3 clusters Score -1021043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1021041.187500 Penalty: 4686.373047
	Iteration 71Q: 3 clusters Score -1021041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1021044.125000 Penalty: 4686.373047
	Iteration 72Q: 3 clusters Score -1021044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1021045.250000 Penalty: 4686.373047
	Iteration 73Q: 3 clusters Score -1021045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1021045.687500 Penalty: 4686.373047
	Iteration 74Q: 3 clusters Score -1021046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1021046.812500 Penalty: 4686.373047
	Iteration 75Q: 3 clusters Score -1021047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1021047.687500 Penalty: 4686.373047
	Iteration 76Q: 3 clusters Score -1021048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1021048.687500 Penalty: 4686.373047
	Iteration 77Q: 3 clusters Score -1021049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1021049.750000 Penalty: 4686.373047
	Iteration 78Q: 3 clusters Score -1021050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1021050.250000 Penalty: 4686.373047
	Iteration 79Q: 3 clusters Score -1021050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1021051.062500 Penalty: 4686.373047
	Iteration 80F: 3 clusters Score -1021051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1021052.500000 Penalty: 4686.373047
	Iteration 81Q: 3 clusters Score -1021052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1021053.562500 Penalty: 4686.373047
	Iteration 82Q: 3 clusters Score -1021054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1021056.187500 Penalty: 4686.373047
	Iteration 83Q: 3 clusters Score -1021056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1021061.125000 Penalty: 4686.373047
	Iteration 84Q: 3 clusters Score -1021061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1021064.500000 Penalty: 4686.373047
	Iteration 85Q: 3 clusters Score -1021064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1021068.750000 Penalty: 4686.373047
	Iteration 86Q: 3 clusters Score -1021069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1021070.687500 Penalty: 4686.373047
	Iteration 87Q: 3 clusters Score -1021071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1021072.937500 Penalty: 4686.373047
	Iteration 88Q: 3 clusters Score -1021073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1021074.437500 Penalty: 4686.373047
	Iteration 89Q: 3 clusters Score -1021074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1021076.500000 Penalty: 4686.373047
	Iteration 90Q: 3 clusters Score -1021076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1021077.812500 Penalty: 4686.373047
	Iteration 91Q: 3 clusters Score -1021078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1021080.437500 Penalty: 4686.373047
	Iteration 92Q: 3 clusters Score -1021080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1021080.750000 Penalty: 4686.373047
	Iteration 93Q: 3 clusters Score -1021081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1021080.812500 Penalty: 4686.373047
	Iteration 94Q: 3 clusters Score -1021081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1021081.437500 Penalty: 4686.373047
	Iteration 95Q: 3 clusters Score -1021081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1021082.375000 Penalty: 4686.373047
	Iteration 96Q: 3 clusters Score -1021082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1021082.812500 Penalty: 4686.373047
	Iteration 97Q: 3 clusters Score -1021083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1021084.562500 Penalty: 4686.373047
	Iteration 98Q: 3 clusters Score -1021085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1021087.062500 Penalty: 4686.373047
	Iteration 99Q: 3 clusters Score -1021087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1021087.437500 Penalty: 4686.373047
	Iteration 100F: 3 clusters Score -1021087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1021087.937500 Penalty: 4686.373047
	Iteration 101Q: 3 clusters Score -1021088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1021087.687500 Penalty: 4686.373047
	Iteration 102Q: 3 clusters Score -1021088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1021089.937500 Penalty: 4686.373047
	Iteration 103Q: 3 clusters Score -1021090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1021091.312500 Penalty: 4686.373047
	Iteration 104Q: 3 clusters Score -1021091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1021096.062500 Penalty: 4686.373047
	Iteration 105Q: 3 clusters Score -1021096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1021096.187500 Penalty: 4686.373047
	Iteration 106Q: 3 clusters Score -1021096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1021098.875000 Penalty: 4686.373047
	Iteration 107Q: 3 clusters Score -1021099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1021102.125000 Penalty: 4686.373047
	Iteration 108Q: 3 clusters Score -1021102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1021105.062500 Penalty: 4686.373047
	Iteration 109Q: 3 clusters Score -1021105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1021107.000000 Penalty: 4686.373047
	Iteration 110Q: 3 clusters Score -1021107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1021105.437500 Penalty: 4686.373047
	Iteration 111Q: 3 clusters Score -1021105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1021107.562500 Penalty: 4686.373047
	Iteration 112Q: 3 clusters Score -1021108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1021107.250000 Penalty: 4686.373047
	Iteration 113Q: 3 clusters Score -1021107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1021110.125000 Penalty: 4686.373047
	Iteration 114Q: 3 clusters Score -1021110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1021109.937500 Penalty: 4686.373047
	Iteration 115Q: 3 clusters Score -1021110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1021111.312500 Penalty: 4686.373047
	Iteration 116Q: 3 clusters Score -1021111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1021113.562500 Penalty: 4686.373047
	Iteration 117Q: 3 clusters Score -1021114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1021115.125000 Penalty: 4686.373047
	Iteration 118Q: 3 clusters Score -1021115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1021114.562500 Penalty: 4686.373047
	Iteration 119Q: 3 clusters Score -1021115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1021116.812500 Penalty: 4686.373047
	Iteration 120F: 3 clusters Score -1021117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1021116.250000 Penalty: 4686.373047
	Iteration 121Q: 3 clusters Score -1021116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1021118.687500 Penalty: 4686.373047
	Iteration 122Q: 3 clusters Score -1021119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1021119.625000 Penalty: 4686.373047
	Iteration 123Q: 3 clusters Score -1021120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1021119.187500 Penalty: 4686.373047
	Iteration 124Q: 3 clusters Score -1021119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1021120.312500 Penalty: 4686.373047
	Iteration 125Q: 3 clusters Score -1021120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1021119.062500 Penalty: 4686.373047
	Iteration 126Q: 3 clusters Score -1021119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1021120.500000 Penalty: 4686.373047
	Iteration 127Q: 3 clusters Score -1021120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1021121.000000 Penalty: 4686.373047
	Iteration 128Q: 3 clusters Score -1021121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1021121.375000 Penalty: 4686.373047
	Iteration 129Q: 3 clusters Score -1021121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1021123.375000 Penalty: 4686.373047
	Iteration 130Q: 3 clusters Score -1021123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1021126.875000 Penalty: 4686.373047
	Iteration 131Q: 3 clusters Score -1021127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1021127.375000 Penalty: 4686.373047
	Iteration 132Q: 3 clusters Score -1021127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1021128.312500 Penalty: 4686.373047
	Iteration 133Q: 3 clusters Score -1021128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1021128.312500 Penalty: 4686.373047
	Iteration 134F: 3 clusters Score -1021128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -166654.937500 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -166654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -163905.453125 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -163905.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -164490.640625 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -164490.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -164666.734375 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -164666.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -164768.406250 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -164768.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -164820.312500 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -164820.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -164856.656250 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -164856.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -164879.078125 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -164879.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -164894.859375 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -164894.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -164903.453125 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -164903.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -164912.171875 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -164912.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -164922.984375 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -164923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -164931.453125 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -164931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164936.062500 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -164936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -164938.796875 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -164938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -164943.906250 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -164943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -164945.375000 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -164945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -164949.234375 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -164949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -164949.234375 Penalty: 3823.816895
	Iteration 17F: 3 clusters Score -164949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -172546.562500 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -172546.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -169680.203125 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -169680.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -170224.031250 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -170224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170357.781250 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -170357.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170436.359375 Penalty: 3852.142822
	Iteration 3Q: 3 clusters Score -170436.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170487.828125 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -170487.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -170515.875000 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -170515.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170542.937500 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -170542.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -170579.703125 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -170579.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -170622.828125 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -170622.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -170662.734375 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -170662.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -170712.515625 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -170712.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -170768.203125 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -170768.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -170823.578125 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -170823.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -170868.937500 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -170868.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170904.781250 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -170904.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -170942.593750 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -170942.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -170979.046875 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -170979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -171013.375000 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -171013.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -171044.609375 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -171044.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -171077.000000 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -171077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171108.140625 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -171108.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171134.406250 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -171134.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -171150.875000 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -171150.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -171168.937500 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -171168.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -171185.031250 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -171185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -171204.156250 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -171204.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171222.046875 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -171222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -171234.578125 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -171234.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -171250.187500 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -171250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -171258.328125 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -171258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -171266.000000 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -171266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -171274.171875 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -171274.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -171282.468750 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -171282.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -171299.000000 Penalty: 3852.142822
	Iteration 33Q: 3 clusters Score -171299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171308.843750 Penalty: 3852.142822
	Iteration 34Q: 3 clusters Score -171308.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -171315.046875 Penalty: 3852.142822
	Iteration 35Q: 3 clusters Score -171315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171319.281250 Penalty: 3852.142822
	Iteration 36Q: 3 clusters Score -171319.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -171325.703125 Penalty: 3852.142822
	Iteration 37Q: 3 clusters Score -171325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -171332.765625 Penalty: 3852.142822
	Iteration 38Q: 3 clusters Score -171332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -171341.640625 Penalty: 3852.142822
	Iteration 39Q: 3 clusters Score -171341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171349.218750 Penalty: 3852.142822
	Iteration 40F: 3 clusters Score -171349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -171352.984375 Penalty: 3852.142822
	Iteration 41Q: 3 clusters Score -171353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -171355.609375 Penalty: 3852.142822
	Iteration 42Q: 3 clusters Score -171355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -171359.734375 Penalty: 3852.142822
	Iteration 43Q: 3 clusters Score -171359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -171362.234375 Penalty: 3852.142822
	Iteration 44Q: 3 clusters Score -171362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -171365.593750 Penalty: 3852.142822
	Iteration 45Q: 3 clusters Score -171365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -171368.843750 Penalty: 3852.142822
	Iteration 46Q: 3 clusters Score -171368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -171370.171875 Penalty: 3852.142822
	Iteration 47Q: 3 clusters Score -171370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171371.187500 Penalty: 3852.142822
	Iteration 48Q: 3 clusters Score -171371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -171373.171875 Penalty: 3852.142822
	Iteration 49Q: 3 clusters Score -171373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -171373.531250 Penalty: 3852.142822
	Iteration 50Q: 3 clusters Score -171373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171374.234375 Penalty: 3852.142822
	Iteration 51Q: 3 clusters Score -171374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171374.234375 Penalty: 3852.142822
	Iteration 52F: 3 clusters Score -171374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -557812.625000 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -557812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -551756.000000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -551756 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -553376.875000 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -553376.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -553669.687500 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -553669.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -553856.000000 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -553856 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -553973.625000 Penalty: 4401.726074
	Iteration 4Q: 3 clusters Score -553973.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -554069.625000 Penalty: 4401.726074
	Iteration 5Q: 3 clusters Score -554069.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -554149.125000 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -554149.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -554205.312500 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -554205.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -554256.687500 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -554256.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -554313.375000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -554313.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -554361.187500 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -554361.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -554405.625000 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -554405.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -554454.687500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -554454.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -554507.687500 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -554507.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -554552.625000 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -554552.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -554597.687500 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -554597.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -554651.562500 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -554651.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -554700.375000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -554700.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -554755.375000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -554755.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -554816.937500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -554816.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -554886.750000 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -554886.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -554954.187500 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -554954.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -555026.125000 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -555026.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -555090.187500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -555090.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -555154.437500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -555154.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -555224.937500 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -555224.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -555307.562500 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -555307.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -555384.437500 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -555384.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -555438.937500 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -555438.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -555487.812500 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -555487.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -555536.125000 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -555536.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -555575.500000 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -555575.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -555616.562500 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -555616.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -555653.125000 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -555653.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -555686.000000 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -555686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -555716.437500 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -555716.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -555740.750000 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -555740.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -555772.312500 Penalty: 4401.726074
	Iteration 37Q: 3 clusters Score -555772.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -555799.125000 Penalty: 4401.726074
	Iteration 38Q: 3 clusters Score -555799.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -555820.375000 Penalty: 4401.726074
	Iteration 39Q: 3 clusters Score -555820.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -555837.750000 Penalty: 4401.726074
	Iteration 40F: 3 clusters Score -555837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -555846.562500 Penalty: 4401.726074
	Iteration 41Q: 3 clusters Score -555846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -555855.875000 Penalty: 4401.726074
	Iteration 42Q: 3 clusters Score -555855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -555868.375000 Penalty: 4401.726074
	Iteration 43Q: 3 clusters Score -555868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -555879.375000 Penalty: 4401.726074
	Iteration 44Q: 3 clusters Score -555879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -555890.687500 Penalty: 4401.726074
	Iteration 45Q: 3 clusters Score -555890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -555895.812500 Penalty: 4401.726074
	Iteration 46Q: 3 clusters Score -555895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -555902.500000 Penalty: 4401.726074
	Iteration 47Q: 3 clusters Score -555902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -555915.250000 Penalty: 4401.726074
	Iteration 48Q: 3 clusters Score -555915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -555922.437500 Penalty: 4401.726074
	Iteration 49Q: 3 clusters Score -555922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -555923.875000 Penalty: 4401.726074
	Iteration 50Q: 3 clusters Score -555923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -555926.125000 Penalty: 4401.726074
	Iteration 51Q: 3 clusters Score -555926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -555927.750000 Penalty: 4401.726074
	Iteration 52Q: 3 clusters Score -555927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -555927.750000 Penalty: 4401.726074
	Iteration 53F: 3 clusters Score -555927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (38691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Entering Unmasked Estep 
Score: -3103717.500000 Penalty: 2619.713867
	Iteration 0F: 2 clusters Score -3103718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3077559.500000 Penalty: 5239.427734
	Iteration 0F: 3 clusters Score -3077560 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3087267.500000 Penalty: 5239.427734
	Iteration 1F: 3 clusters Score -3087268 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3087768.750000 Penalty: 5239.427734
	Iteration 2Q: 3 clusters Score -3087769 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3088167.250000 Penalty: 5239.427734
	Iteration 3Q: 3 clusters Score -3088167 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3088520.000000 Penalty: 5239.427734
	Iteration 4Q: 3 clusters Score -3088520 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3088890.750000 Penalty: 5239.427734
	Iteration 5Q: 3 clusters Score -3088891 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3089315.250000 Penalty: 5239.427734
	Iteration 6Q: 3 clusters Score -3089315 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3089834.750000 Penalty: 5239.427734
	Iteration 7Q: 3 clusters Score -3089835 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3090497.750000 Penalty: 5239.427734
	Iteration 8Q: 3 clusters Score -3090498 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3091248.750000 Penalty: 5239.427734
	Iteration 9Q: 3 clusters Score -3091249 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3092203.250000 Penalty: 5239.427734
	Iteration 10Q: 3 clusters Score -3092203 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3093410.000000 Penalty: 5239.427734
	Iteration 11Q: 3 clusters Score -3093410 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3094798.250000 Penalty: 5239.427734
	Iteration 12F: 3 clusters Score -3094798 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3096153.500000 Penalty: 5239.427734
	Iteration 13Q: 3 clusters Score -3096154 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3097354.250000 Penalty: 5239.427734
	Iteration 14Q: 3 clusters Score -3097354 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -3098350.000000 Penalty: 5239.427734
	Iteration 15Q: 3 clusters Score -3098350 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -3099127.500000 Penalty: 5239.427734
	Iteration 16Q: 3 clusters Score -3099128 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3099716.500000 Penalty: 5239.427734
	Iteration 17Q: 3 clusters Score -3099716 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -3100159.000000 Penalty: 5239.427734
	Iteration 18Q: 3 clusters Score -3100159 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3100463.000000 Penalty: 5239.427734
	Iteration 19Q: 3 clusters Score -3100463 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -3100685.250000 Penalty: 5239.427734
	Iteration 20F: 3 clusters Score -3100685 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -3100866.500000 Penalty: 5239.427734
	Iteration 21Q: 3 clusters Score -3100866 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3100996.250000 Penalty: 5239.427734
	Iteration 22Q: 3 clusters Score -3100996 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -3101124.250000 Penalty: 5239.427734
	Iteration 23Q: 3 clusters Score -3101124 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3101213.500000 Penalty: 5239.427734
	Iteration 24Q: 3 clusters Score -3101214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -3101278.500000 Penalty: 5239.427734
	Iteration 25Q: 3 clusters Score -3101278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -3101331.250000 Penalty: 5239.427734
	Iteration 26Q: 3 clusters Score -3101331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -3101372.000000 Penalty: 5239.427734
	Iteration 27Q: 3 clusters Score -3101372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -3101397.500000 Penalty: 5239.427734
	Iteration 28Q: 3 clusters Score -3101398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -3101415.750000 Penalty: 5239.427734
	Iteration 29Q: 3 clusters Score -3101416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -3101425.250000 Penalty: 5239.427734
	Iteration 30Q: 3 clusters Score -3101425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -3101445.000000 Penalty: 5239.427734
	Iteration 31Q: 3 clusters Score -3101445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3101451.500000 Penalty: 5239.427734
	Iteration 32Q: 3 clusters Score -3101452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3101466.000000 Penalty: 5239.427734
	Iteration 33Q: 3 clusters Score -3101466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -3101477.250000 Penalty: 5239.427734
	Iteration 34Q: 3 clusters Score -3101477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -3101484.250000 Penalty: 5239.427734
	Iteration 35Q: 3 clusters Score -3101484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -3101493.250000 Penalty: 5239.427734
	Iteration 36Q: 3 clusters Score -3101493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3101494.750000 Penalty: 5239.427734
	Iteration 37Q: 3 clusters Score -3101495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -3101500.000000 Penalty: 5239.427734
	Iteration 38Q: 3 clusters Score -3101500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -3101502.250000 Penalty: 5239.427734
	Iteration 39Q: 3 clusters Score -3101502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3101509.250000 Penalty: 5239.427734
	Iteration 40F: 3 clusters Score -3101509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3101514.000000 Penalty: 5239.427734
	Iteration 41Q: 3 clusters Score -3101514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -3101515.250000 Penalty: 5239.427734
	Iteration 42Q: 3 clusters Score -3101515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3101516.500000 Penalty: 5239.427734
	Iteration 43Q: 3 clusters Score -3101516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -3101516.250000 Penalty: 5239.427734
	Iteration 44Q: 3 clusters Score -3101516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -3101516.500000 Penalty: 5239.427734
	Iteration 45Q: 3 clusters Score -3101516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -3101519.250000 Penalty: 5239.427734
	Iteration 46Q: 3 clusters Score -3101519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -3101519.000000 Penalty: 5239.427734
	Iteration 47Q: 3 clusters Score -3101519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -3101519.000000 Penalty: 5239.427734
	Iteration 48Q: 3 clusters Score -3101519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3101519.750000 Penalty: 5239.427734
	Iteration 49Q: 3 clusters Score -3101520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -3101522.750000 Penalty: 5239.427734
	Iteration 50Q: 3 clusters Score -3101523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -3101524.000000 Penalty: 5239.427734
	Iteration 51Q: 3 clusters Score -3101524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -3101526.500000 Penalty: 5239.427734
	Iteration 52Q: 3 clusters Score -3101526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3101525.750000 Penalty: 5239.427734
	Iteration 53Q: 3 clusters Score -3101526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -3101531.000000 Penalty: 5239.427734
	Iteration 54Q: 3 clusters Score -3101531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -3101528.500000 Penalty: 5239.427734
	Iteration 55Q: 3 clusters Score -3101528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -3101530.250000 Penalty: 5239.427734
	Iteration 56Q: 3 clusters Score -3101530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -3101528.750000 Penalty: 5239.427734
	Iteration 57Q: 3 clusters Score -3101529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -3101532.750000 Penalty: 5239.427734
	Iteration 58Q: 3 clusters Score -3101533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -3101534.500000 Penalty: 5239.427734
	Iteration 59Q: 3 clusters Score -3101534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -3101535.250000 Penalty: 5239.427734
	Iteration 60F: 3 clusters Score -3101535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -3101539.250000 Penalty: 5239.427734
	Iteration 61Q: 3 clusters Score -3101539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -3101541.000000 Penalty: 5239.427734
	Iteration 62Q: 3 clusters Score -3101541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -3101544.250000 Penalty: 5239.427734
	Iteration 63Q: 3 clusters Score -3101544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -3101547.250000 Penalty: 5239.427734
	Iteration 64Q: 3 clusters Score -3101547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -3101550.250000 Penalty: 5239.427734
	Iteration 65Q: 3 clusters Score -3101550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -3101550.250000 Penalty: 5239.427734
	Iteration 66F: 3 clusters Score -3101550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -138863.453125 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -138863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136584.687500 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -136584.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -137035.031250 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -137035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -137253.843750 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -137253.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -137442.765625 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -137442.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137615.281250 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -137615.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137791.171875 Penalty: 3645.218506
	Iteration 5F: 3 clusters Score -137791.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -137917.781250 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -137917.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138021.703125 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -138021.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138135.828125 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -138135.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -138224.531250 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -138224.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138252.656250 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -138252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -138265.640625 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -138265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -138273.187500 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -138273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -138279.265625 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -138279.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -138284.234375 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -138284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -138290.125000 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -138290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138292.640625 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -138292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138293.062500 Penalty: 3645.218506
	Iteration 17F: 3 clusters Score -138293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138315.718750 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -138315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138321.578125 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -138321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -138322.656250 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -138322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138324.015625 Penalty: 3645.218506
	Iteration 21Q: 3 clusters Score -138324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -138326.125000 Penalty: 3645.218506
	Iteration 22Q: 3 clusters Score -138326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -138327.203125 Penalty: 3645.218506
	Iteration 23Q: 3 clusters Score -138327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138328.140625 Penalty: 3645.218506
	Iteration 24Q: 3 clusters Score -138328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -138328.140625 Penalty: 3645.218506
	Iteration 25F: 3 clusters Score -138328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -362733.000000 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -362733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -359031.718750 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -359031.7 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -359871.031250 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -359871 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -360112.468750 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -360112.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -360333.312500 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -360333.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360538.468750 Penalty: 4074.374756
	Iteration 4F: 3 clusters Score -360538.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -360712.562500 Penalty: 4074.374756
	Iteration 5F: 3 clusters Score -360712.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -360853.500000 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -360853.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -360965.312500 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -360965.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -361040.937500 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -361040.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -361110.937500 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -361110.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -361177.656250 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -361177.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -361228.750000 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -361228.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -361261.937500 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -361261.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -361289.187500 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -361289.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -361302.687500 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -361302.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -361318.062500 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -361318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -361331.281250 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -361331.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -361343.500000 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -361343.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -361355.562500 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -361355.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -361366.250000 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -361366.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -361375.843750 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -361375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -361386.593750 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -361386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -361402.468750 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -361402.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -361421.437500 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -361421.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -361441.406250 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -361441.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -361454.218750 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -361454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -361469.000000 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -361469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -361484.250000 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -361484.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -361494.625000 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -361494.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -361503.562500 Penalty: 4074.374756
	Iteration 29Q: 3 clusters Score -361503.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -361508.718750 Penalty: 4074.374756
	Iteration 30Q: 3 clusters Score -361508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -361514.468750 Penalty: 4074.374756
	Iteration 31Q: 3 clusters Score -361514.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -361519.968750 Penalty: 4074.374756
	Iteration 32Q: 3 clusters Score -361520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -361522.093750 Penalty: 4074.374756
	Iteration 33Q: 3 clusters Score -361522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -361523.593750 Penalty: 4074.374756
	Iteration 34Q: 3 clusters Score -361523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -361526.843750 Penalty: 4074.374756
	Iteration 35Q: 3 clusters Score -361526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -361530.812500 Penalty: 4074.374756
	Iteration 36Q: 3 clusters Score -361530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -361533.156250 Penalty: 4074.374756
	Iteration 37Q: 3 clusters Score -361533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -361533.156250 Penalty: 4074.374756
	Iteration 38Q: 3 clusters Score -361533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -361533.156250 Penalty: 4074.374756
	Iteration 39F: 3 clusters Score -361533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -925911.250000 Penalty: 2325.904541
	Iteration 0F: 2 clusters Score -925911.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -917198.062500 Penalty: 4651.809082
	Iteration 0F: 3 clusters Score -917198.1 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -919757.375000 Penalty: 4651.809082
	Iteration 1F: 3 clusters Score -919757.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -920236.312500 Penalty: 4651.809082
	Iteration 2F: 3 clusters Score -920236.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -920775.312500 Penalty: 4651.809082
	Iteration 3F: 3 clusters Score -920775.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -921274.812500 Penalty: 4651.809082
	Iteration 4F: 3 clusters Score -921274.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -921777.312500 Penalty: 4651.809082
	Iteration 5F: 3 clusters Score -921777.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -922347.625000 Penalty: 4651.809082
	Iteration 6F: 3 clusters Score -922347.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -922958.437500 Penalty: 4651.809082
	Iteration 7F: 3 clusters Score -922958.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -923573.062500 Penalty: 4651.809082
	Iteration 8F: 3 clusters Score -923573.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -924110.812500 Penalty: 4651.809082
	Iteration 9F: 3 clusters Score -924110.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -924554.312500 Penalty: 4651.809082
	Iteration 10Q: 3 clusters Score -924554.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -924873.875000 Penalty: 4651.809082
	Iteration 11Q: 3 clusters Score -924873.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -925062.687500 Penalty: 4651.809082
	Iteration 12Q: 3 clusters Score -925062.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -925189.375000 Penalty: 4651.809082
	Iteration 13Q: 3 clusters Score -925189.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -925272.250000 Penalty: 4651.809082
	Iteration 14Q: 3 clusters Score -925272.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -925326.500000 Penalty: 4651.809082
	Iteration 15Q: 3 clusters Score -925326.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -925363.187500 Penalty: 4651.809082
	Iteration 16Q: 3 clusters Score -925363.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -925386.812500 Penalty: 4651.809082
	Iteration 17Q: 3 clusters Score -925386.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -925407.625000 Penalty: 4651.809082
	Iteration 18Q: 3 clusters Score -925407.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -925426.375000 Penalty: 4651.809082
	Iteration 19Q: 3 clusters Score -925426.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -925441.750000 Penalty: 4651.809082
	Iteration 20F: 3 clusters Score -925441.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -925456.937500 Penalty: 4651.809082
	Iteration 21Q: 3 clusters Score -925456.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -925460.000000 Penalty: 4651.809082
	Iteration 22Q: 3 clusters Score -925460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -925461.562500 Penalty: 4651.809082
	Iteration 23Q: 3 clusters Score -925461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -925464.250000 Penalty: 4651.809082
	Iteration 24Q: 3 clusters Score -925464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -925465.687500 Penalty: 4651.809082
	Iteration 25Q: 3 clusters Score -925465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -925469.625000 Penalty: 4651.809082
	Iteration 26Q: 3 clusters Score -925469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -925471.625000 Penalty: 4651.809082
	Iteration 27Q: 3 clusters Score -925471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -925472.312500 Penalty: 4651.809082
	Iteration 28Q: 3 clusters Score -925472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -925474.562500 Penalty: 4651.809082
	Iteration 29Q: 3 clusters Score -925474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -925475.375000 Penalty: 4651.809082
	Iteration 30Q: 3 clusters Score -925475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -925477.000000 Penalty: 4651.809082
	Iteration 31Q: 3 clusters Score -925477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -925479.625000 Penalty: 4651.809082
	Iteration 32Q: 3 clusters Score -925479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -925483.062500 Penalty: 4651.809082
	Iteration 33Q: 3 clusters Score -925483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -925485.750000 Penalty: 4651.809082
	Iteration 34Q: 3 clusters Score -925485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -925489.375000 Penalty: 4651.809082
	Iteration 35Q: 3 clusters Score -925489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -925489.875000 Penalty: 4651.809082
	Iteration 36Q: 3 clusters Score -925489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -925492.750000 Penalty: 4651.809082
	Iteration 37Q: 3 clusters Score -925492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -925494.187500 Penalty: 4651.809082
	Iteration 38Q: 3 clusters Score -925494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -925495.125000 Penalty: 4651.809082
	Iteration 39Q: 3 clusters Score -925495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -925494.312500 Penalty: 4651.809082
	Iteration 40F: 3 clusters Score -925494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -313961.375000 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -313961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -310047.781250 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -310047.8 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -310919.031250 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -310919 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -311081.593750 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -311081.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -311173.187500 Penalty: 4114.963379
	Iteration 3Q: 3 clusters Score -311173.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -311236.562500 Penalty: 4114.963379
	Iteration 4Q: 3 clusters Score -311236.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -311281.125000 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -311281.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -311322.406250 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -311322.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -311369.312500 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -311369.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -311404.687500 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -311404.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -311433.000000 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -311433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -311463.062500 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -311463.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -311487.656250 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -311487.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -311510.375000 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -311510.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -311529.125000 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -311529.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -311551.062500 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -311551.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -311580.437500 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -311580.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -311605.437500 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -311605.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -311628.687500 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -311628.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -311658.000000 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -311658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -311680.312500 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -311680.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -311707.062500 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -311707.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -311727.406250 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -311727.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -311747.687500 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -311747.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -311776.250000 Penalty: 4114.963379
	Iteration 23Q: 3 clusters Score -311776.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -311813.750000 Penalty: 4114.963379
	Iteration 24Q: 3 clusters Score -311813.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -311858.187500 Penalty: 4114.963379
	Iteration 25Q: 3 clusters Score -311858.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -311903.812500 Penalty: 4114.963379
	Iteration 26Q: 3 clusters Score -311903.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -311951.500000 Penalty: 4114.963379
	Iteration 27Q: 3 clusters Score -311951.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -311993.437500 Penalty: 4114.963379
	Iteration 28Q: 3 clusters Score -311993.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -312034.062500 Penalty: 4114.963379
	Iteration 29Q: 3 clusters Score -312034.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -312074.656250 Penalty: 4114.963379
	Iteration 30Q: 3 clusters Score -312074.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -312109.812500 Penalty: 4114.963379
	Iteration 31Q: 3 clusters Score -312109.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -312146.062500 Penalty: 4114.963379
	Iteration 32Q: 3 clusters Score -312146.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -312175.343750 Penalty: 4114.963379
	Iteration 33Q: 3 clusters Score -312175.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -312206.531250 Penalty: 4114.963379
	Iteration 34Q: 3 clusters Score -312206.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -312233.562500 Penalty: 4114.963379
	Iteration 35Q: 3 clusters Score -312233.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -312245.687500 Penalty: 4114.963379
	Iteration 36Q: 3 clusters Score -312245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -312261.312500 Penalty: 4114.963379
	Iteration 37Q: 3 clusters Score -312261.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -312274.906250 Penalty: 4114.963379
	Iteration 38Q: 3 clusters Score -312274.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -312293.968750 Penalty: 4114.963379
	Iteration 39Q: 3 clusters Score -312294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -312317.062500 Penalty: 4114.963379
	Iteration 40F: 3 clusters Score -312317.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312333.156250 Penalty: 4114.963379
	Iteration 41Q: 3 clusters Score -312333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -312348.875000 Penalty: 4114.963379
	Iteration 42Q: 3 clusters Score -312348.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -312370.781250 Penalty: 4114.963379
	Iteration 43Q: 3 clusters Score -312370.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -312398.750000 Penalty: 4114.963379
	Iteration 44Q: 3 clusters Score -312398.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -312412.375000 Penalty: 4114.963379
	Iteration 45Q: 3 clusters Score -312412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -312418.687500 Penalty: 4114.963379
	Iteration 46Q: 3 clusters Score -312418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -312422.625000 Penalty: 4114.963379
	Iteration 47Q: 3 clusters Score -312422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -312427.000000 Penalty: 4114.963379
	Iteration 48Q: 3 clusters Score -312427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -312431.000000 Penalty: 4114.963379
	Iteration 49Q: 3 clusters Score -312431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -312434.843750 Penalty: 4114.963379
	Iteration 50Q: 3 clusters Score -312434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -312439.125000 Penalty: 4114.963379
	Iteration 51Q: 3 clusters Score -312439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -312442.031250 Penalty: 4114.963379
	Iteration 52Q: 3 clusters Score -312442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -312442.531250 Penalty: 4114.963379
	Iteration 53Q: 3 clusters Score -312442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -312442.937500 Penalty: 4114.963379
	Iteration 54Q: 3 clusters Score -312442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -312443.750000 Penalty: 4114.963379
	Iteration 55Q: 3 clusters Score -312443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -312443.750000 Penalty: 4114.963379
	Iteration 56F: 3 clusters Score -312443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -72550.234375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -72550.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70742.718750 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -70742.72 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71095.125000 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -71095.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71254.734375 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -71254.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -71370.765625 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -71370.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -71486.945312 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -71486.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71607.976562 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -71607.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -71732.117188 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -71732.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -71838.312500 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -71838.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -71911.062500 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -71911.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71941.320312 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -71941.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71958.609375 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -71958.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -71972.156250 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -71972.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -71987.375000 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -71987.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72002.820312 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -72002.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72009.796875 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -72009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -72015.531250 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -72015.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72018.929688 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -72018.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72048.453125 Penalty: 3407.546387
	Iteration 17F: 3 clusters Score -72048.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72112.843750 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -72112.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72174.945312 Penalty: 3407.546387
	Iteration 19Q: 3 clusters Score -72174.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72188.445312 Penalty: 3407.546387
	Iteration 20F: 3 clusters Score -72188.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72195.421875 Penalty: 3407.546387
	Iteration 21Q: 3 clusters Score -72195.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72198.718750 Penalty: 3407.546387
	Iteration 22Q: 3 clusters Score -72198.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72199.664062 Penalty: 3407.546387
	Iteration 23Q: 3 clusters Score -72199.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72199.664062 Penalty: 3407.546387
	Iteration 24F: 3 clusters Score -72199.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Entering Unmasked Estep 
Score: -651145.437500 Penalty: 2240.895264
	Iteration 0F: 2 clusters Score -651145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -644548.812500 Penalty: 4481.790527
	Iteration 0F: 3 clusters Score -644548.8 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -646610.062500 Penalty: 4481.790527
	Iteration 1F: 3 clusters Score -646610.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -646996.000000 Penalty: 4481.790527
	Iteration 2F: 3 clusters Score -646996 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -647328.875000 Penalty: 4481.790527
	Iteration 3F: 3 clusters Score -647328.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -647647.437500 Penalty: 4481.790527
	Iteration 4F: 3 clusters Score -647647.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -647903.000000 Penalty: 4481.790527
	Iteration 5Q: 3 clusters Score -647903 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -648112.562500 Penalty: 4481.790527
	Iteration 6Q: 3 clusters Score -648112.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -648290.937500 Penalty: 4481.790527
	Iteration 7Q: 3 clusters Score -648290.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -648412.875000 Penalty: 4481.790527
	Iteration 8Q: 3 clusters Score -648412.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -648515.000000 Penalty: 4481.790527
	Iteration 9Q: 3 clusters Score -648515 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -648608.937500 Penalty: 4481.790527
	Iteration 10Q: 3 clusters Score -648608.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -648691.187500 Penalty: 4481.790527
	Iteration 11Q: 3 clusters Score -648691.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -648760.750000 Penalty: 4481.790527
	Iteration 12Q: 3 clusters Score -648760.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -648817.125000 Penalty: 4481.790527
	Iteration 13Q: 3 clusters Score -648817.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -648858.125000 Penalty: 4481.790527
	Iteration 14Q: 3 clusters Score -648858.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -648905.687500 Penalty: 4481.790527
	Iteration 15Q: 3 clusters Score -648905.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -648937.625000 Penalty: 4481.790527
	Iteration 16Q: 3 clusters Score -648937.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -648955.875000 Penalty: 4481.790527
	Iteration 17Q: 3 clusters Score -648955.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -648970.687500 Penalty: 4481.790527
	Iteration 18Q: 3 clusters Score -648970.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -648981.125000 Penalty: 4481.790527
	Iteration 19Q: 3 clusters Score -648981.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -648991.000000 Penalty: 4481.790527
	Iteration 20F: 3 clusters Score -648991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -648998.875000 Penalty: 4481.790527
	Iteration 21Q: 3 clusters Score -648998.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -649001.250000 Penalty: 4481.790527
	Iteration 22Q: 3 clusters Score -649001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -649005.125000 Penalty: 4481.790527
	Iteration 23Q: 3 clusters Score -649005.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -649012.437500 Penalty: 4481.790527
	Iteration 24Q: 3 clusters Score -649012.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -649017.750000 Penalty: 4481.790527
	Iteration 25Q: 3 clusters Score -649017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -649020.937500 Penalty: 4481.790527
	Iteration 26Q: 3 clusters Score -649020.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -649025.500000 Penalty: 4481.790527
	Iteration 27Q: 3 clusters Score -649025.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -649030.125000 Penalty: 4481.790527
	Iteration 28Q: 3 clusters Score -649030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -649034.687500 Penalty: 4481.790527
	Iteration 29Q: 3 clusters Score -649034.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -649036.500000 Penalty: 4481.790527
	Iteration 30Q: 3 clusters Score -649036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -649038.062500 Penalty: 4481.790527
	Iteration 31Q: 3 clusters Score -649038.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -649038.375000 Penalty: 4481.790527
	Iteration 32Q: 3 clusters Score -649038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -649038.062500 Penalty: 4481.790527
	Iteration 33Q: 3 clusters Score -649038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -649037.500000 Penalty: 4481.790527
	Iteration 34Q: 3 clusters Score -649037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -649037.500000 Penalty: 4481.790527
	Iteration 35Q: 3 clusters Score -649037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -649037.500000 Penalty: 4481.790527
	Iteration 36F: 3 clusters Score -649037.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -547805.312500 Penalty: 2208.078857
	Iteration 0F: 2 clusters Score -547805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -541872.625000 Penalty: 4416.157715
	Iteration 0F: 3 clusters Score -541872.6 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -543786.437500 Penalty: 4416.157715
	Iteration 1F: 3 clusters Score -543786.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -544285.187500 Penalty: 4416.157715
	Iteration 2F: 3 clusters Score -544285.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -544759.187500 Penalty: 4416.157715
	Iteration 3F: 3 clusters Score -544759.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -545251.312500 Penalty: 4416.157715
	Iteration 4F: 3 clusters Score -545251.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -545672.625000 Penalty: 4416.157715
	Iteration 5F: 3 clusters Score -545672.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -546011.062500 Penalty: 4416.157715
	Iteration 6F: 3 clusters Score -546011.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -546237.000000 Penalty: 4416.157715
	Iteration 7Q: 3 clusters Score -546237 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -546408.187500 Penalty: 4416.157715
	Iteration 8Q: 3 clusters Score -546408.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -546515.187500 Penalty: 4416.157715
	Iteration 9Q: 3 clusters Score -546515.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -546592.062500 Penalty: 4416.157715
	Iteration 10Q: 3 clusters Score -546592.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -546668.375000 Penalty: 4416.157715
	Iteration 11Q: 3 clusters Score -546668.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -546733.125000 Penalty: 4416.157715
	Iteration 12Q: 3 clusters Score -546733.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -546781.625000 Penalty: 4416.157715
	Iteration 13Q: 3 clusters Score -546781.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -546818.500000 Penalty: 4416.157715
	Iteration 14Q: 3 clusters Score -546818.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -546859.312500 Penalty: 4416.157715
	Iteration 15Q: 3 clusters Score -546859.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -546892.125000 Penalty: 4416.157715
	Iteration 16Q: 3 clusters Score -546892.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -546917.750000 Penalty: 4416.157715
	Iteration 17Q: 3 clusters Score -546917.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -546937.625000 Penalty: 4416.157715
	Iteration 18Q: 3 clusters Score -546937.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -546952.312500 Penalty: 4416.157715
	Iteration 19Q: 3 clusters Score -546952.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -546962.937500 Penalty: 4416.157715
	Iteration 20F: 3 clusters Score -546962.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -546968.312500 Penalty: 4416.157715
	Iteration 21Q: 3 clusters Score -546968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -546972.812500 Penalty: 4416.157715
	Iteration 22Q: 3 clusters Score -546972.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -546977.937500 Penalty: 4416.157715
	Iteration 23Q: 3 clusters Score -546977.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -546981.250000 Penalty: 4416.157715
	Iteration 24Q: 3 clusters Score -546981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -546986.000000 Penalty: 4416.157715
	Iteration 25Q: 3 clusters Score -546986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -546992.500000 Penalty: 4416.157715
	Iteration 26Q: 3 clusters Score -546992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -546999.687500 Penalty: 4416.157715
	Iteration 27Q: 3 clusters Score -546999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -547006.437500 Penalty: 4416.157715
	Iteration 28Q: 3 clusters Score -547006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -547009.312500 Penalty: 4416.157715
	Iteration 29Q: 3 clusters Score -547009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -547012.812500 Penalty: 4416.157715
	Iteration 30Q: 3 clusters Score -547012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -547013.250000 Penalty: 4416.157715
	Iteration 31Q: 3 clusters Score -547013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -547013.250000 Penalty: 4416.157715
	Iteration 32Q: 3 clusters Score -547013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -547013.250000 Penalty: 4416.157715
	Iteration 33F: 3 clusters Score -547013.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -347227.437500 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -347227.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -343043.250000 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -343043.2 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -343952.718750 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -343952.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -344149.625000 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -344149.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -344261.750000 Penalty: 4163.259766
	Iteration 3Q: 3 clusters Score -344261.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -344348.718750 Penalty: 4163.259766
	Iteration 4Q: 3 clusters Score -344348.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -344420.468750 Penalty: 4163.259766
	Iteration 5Q: 3 clusters Score -344420.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -344484.781250 Penalty: 4163.259766
	Iteration 6Q: 3 clusters Score -344484.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -344520.656250 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -344520.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -344563.718750 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -344563.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -344594.906250 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -344594.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -344626.312500 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -344626.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -344647.781250 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -344647.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -344674.500000 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -344674.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -344694.468750 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -344694.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -344710.500000 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -344710.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -344725.187500 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -344725.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -344740.656250 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -344740.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -344752.156250 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -344752.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -344758.781250 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -344758.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -344765.906250 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -344765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -344768.718750 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -344768.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -344775.062500 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -344775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -344783.125000 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -344783.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -344790.718750 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -344790.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -344799.125000 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -344799.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -344812.187500 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -344812.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -344821.312500 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -344821.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -344828.656250 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -344828.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -344839.281250 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -344839.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -344851.906250 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -344851.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -344868.656250 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -344868.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -344888.156250 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -344888.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -344912.937500 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -344912.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -344937.656250 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -344937.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -344970.281250 Penalty: 4163.259766
	Iteration 34Q: 3 clusters Score -344970.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -345017.687500 Penalty: 4163.259766
	Iteration 35Q: 3 clusters Score -345017.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -345080.093750 Penalty: 4163.259766
	Iteration 36Q: 3 clusters Score -345080.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -345176.906250 Penalty: 4163.259766
	Iteration 37Q: 3 clusters Score -345176.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -345268.343750 Penalty: 4163.259766
	Iteration 38Q: 3 clusters Score -345268.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -345368.343750 Penalty: 4163.259766
	Iteration 39Q: 3 clusters Score -345368.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -345468.968750 Penalty: 4163.259766
	Iteration 40F: 3 clusters Score -345469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -345566.125000 Penalty: 4163.259766
	Iteration 41Q: 3 clusters Score -345566.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -345663.625000 Penalty: 4163.259766
	Iteration 42Q: 3 clusters Score -345663.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -345724.781250 Penalty: 4163.259766
	Iteration 43Q: 3 clusters Score -345724.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -345764.843750 Penalty: 4163.259766
	Iteration 44Q: 3 clusters Score -345764.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -345789.343750 Penalty: 4163.259766
	Iteration 45Q: 3 clusters Score -345789.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -345811.281250 Penalty: 4163.259766
	Iteration 46Q: 3 clusters Score -345811.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -345836.000000 Penalty: 4163.259766
	Iteration 47Q: 3 clusters Score -345836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -345859.187500 Penalty: 4163.259766
	Iteration 48Q: 3 clusters Score -345859.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -345878.906250 Penalty: 4163.259766
	Iteration 49Q: 3 clusters Score -345878.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -345907.187500 Penalty: 4163.259766
	Iteration 50Q: 3 clusters Score -345907.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -345934.718750 Penalty: 4163.259766
	Iteration 51Q: 3 clusters Score -345934.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -345954.750000 Penalty: 4163.259766
	Iteration 52Q: 3 clusters Score -345954.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -345970.468750 Penalty: 4163.259766
	Iteration 53Q: 3 clusters Score -345970.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -345985.031250 Penalty: 4163.259766
	Iteration 54Q: 3 clusters Score -345985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -346011.906250 Penalty: 4163.259766
	Iteration 55Q: 3 clusters Score -346011.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -346026.093750 Penalty: 4163.259766
	Iteration 56Q: 3 clusters Score -346026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -346034.562500 Penalty: 4163.259766
	Iteration 57Q: 3 clusters Score -346034.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -346044.218750 Penalty: 4163.259766
	Iteration 58Q: 3 clusters Score -346044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -346052.718750 Penalty: 4163.259766
	Iteration 59Q: 3 clusters Score -346052.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -346059.250000 Penalty: 4163.259766
	Iteration 60F: 3 clusters Score -346059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -346068.281250 Penalty: 4163.259766
	Iteration 61Q: 3 clusters Score -346068.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -346077.937500 Penalty: 4163.259766
	Iteration 62Q: 3 clusters Score -346077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -346083.625000 Penalty: 4163.259766
	Iteration 63Q: 3 clusters Score -346083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -346091.500000 Penalty: 4163.259766
	Iteration 64Q: 3 clusters Score -346091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -346097.156250 Penalty: 4163.259766
	Iteration 65Q: 3 clusters Score -346097.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -346100.968750 Penalty: 4163.259766
	Iteration 66Q: 3 clusters Score -346101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -346104.343750 Penalty: 4163.259766
	Iteration 67Q: 3 clusters Score -346104.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -346107.125000 Penalty: 4163.259766
	Iteration 68Q: 3 clusters Score -346107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -346109.875000 Penalty: 4163.259766
	Iteration 69Q: 3 clusters Score -346109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -346110.625000 Penalty: 4163.259766
	Iteration 70Q: 3 clusters Score -346110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -346111.593750 Penalty: 4163.259766
	Iteration 71Q: 3 clusters Score -346111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -346111.843750 Penalty: 4163.259766
	Iteration 72Q: 3 clusters Score -346111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -346111.843750 Penalty: 4163.259766
	Iteration 73F: 3 clusters Score -346111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -181686.375000 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -181686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -179062.015625 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -179062 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -179676.375000 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -179676.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -179895.906250 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -179895.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -180133.343750 Penalty: 3798.714844
	Iteration 3F: 3 clusters Score -180133.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -180389.531250 Penalty: 3798.714844
	Iteration 4F: 3 clusters Score -180389.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -180620.875000 Penalty: 3798.714844
	Iteration 5F: 3 clusters Score -180620.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -180775.468750 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -180775.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -180860.515625 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -180860.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -180909.890625 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -180909.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -180933.546875 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -180933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -180946.000000 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -180946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -180951.984375 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -180952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -180955.234375 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -180955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -180956.484375 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -180956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -180957.140625 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -180957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -180957.140625 Penalty: 3798.714844
	Iteration 15F: 3 clusters Score -180957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -528860.937500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -528860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -523989.937500 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -523989.9 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -525204.812500 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -525204.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -525470.312500 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -525470.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -525630.875000 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -525630.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -525768.500000 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -525768.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -525877.812500 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -525877.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -525984.250000 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -525984.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -526075.437500 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -526075.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -526159.625000 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -526159.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -526247.500000 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -526247.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -526326.062500 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -526326.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -526391.500000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -526391.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -526451.500000 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -526451.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -526499.625000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -526499.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -526544.437500 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -526544.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -526583.500000 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -526583.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -526611.312500 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -526611.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -526635.125000 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -526635.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -526652.750000 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -526652.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -526673.562500 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -526673.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -526692.187500 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -526692.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -526707.937500 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -526707.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -526717.937500 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -526717.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -526730.187500 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -526730.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -526741.062500 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -526741.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -526750.312500 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -526750.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -526756.812500 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -526756.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -526765.125000 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -526765.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -526772.250000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -526772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -526780.000000 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -526780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -526786.812500 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -526786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -526794.000000 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -526794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -526802.687500 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -526802.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -526810.687500 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -526810.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -526816.437500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -526816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -526821.687500 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -526821.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -526825.375000 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -526825.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -526829.437500 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -526829.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -526838.000000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -526838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -526845.437500 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -526845.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -526850.500000 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -526850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -526856.187500 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -526856.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -526862.500000 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -526862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -526865.875000 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -526865.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -526870.937500 Penalty: 4282.506836
	Iteration 44Q: 3 clusters Score -526870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -526874.000000 Penalty: 4282.506836
	Iteration 45Q: 3 clusters Score -526874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -526876.875000 Penalty: 4282.506836
	Iteration 46Q: 3 clusters Score -526876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -526880.062500 Penalty: 4282.506836
	Iteration 47Q: 3 clusters Score -526880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -526881.687500 Penalty: 4282.506836
	Iteration 48Q: 3 clusters Score -526881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -526884.000000 Penalty: 4282.506836
	Iteration 49Q: 3 clusters Score -526884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -526885.250000 Penalty: 4282.506836
	Iteration 50Q: 3 clusters Score -526885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -526886.875000 Penalty: 4282.506836
	Iteration 51Q: 3 clusters Score -526886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -526888.375000 Penalty: 4282.506836
	Iteration 52Q: 3 clusters Score -526888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -526888.562500 Penalty: 4282.506836
	Iteration 53Q: 3 clusters Score -526888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -526890.250000 Penalty: 4282.506836
	Iteration 54Q: 3 clusters Score -526890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -526891.187500 Penalty: 4282.506836
	Iteration 55Q: 3 clusters Score -526891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -526892.625000 Penalty: 4282.506836
	Iteration 56Q: 3 clusters Score -526892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -526893.812500 Penalty: 4282.506836
	Iteration 57Q: 3 clusters Score -526893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -526893.937500 Penalty: 4282.506836
	Iteration 58Q: 3 clusters Score -526893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -526895.000000 Penalty: 4282.506836
	Iteration 59Q: 3 clusters Score -526895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -526894.187500 Penalty: 4282.506836
	Iteration 60F: 3 clusters Score -526894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -302230.625000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -302230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -298453.187500 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -298453.2 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -299275.156250 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -299275.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -299521.250000 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -299521.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -299704.593750 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -299704.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -299873.875000 Penalty: 4094.246338
	Iteration 4Q: 3 clusters Score -299873.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -300062.218750 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -300062.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -300249.437500 Penalty: 4094.246338
	Iteration 6Q: 3 clusters Score -300249.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -300402.781250 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -300402.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -300532.906250 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -300532.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -300644.468750 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -300644.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -300720.281250 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -300720.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -300761.562500 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -300761.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -300805.062500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -300805.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -300844.156250 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -300844.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -300875.343750 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -300875.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -300891.000000 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -300891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -300900.656250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -300900.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -300909.625000 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -300909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -300917.625000 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -300917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -300926.312500 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -300926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -300934.406250 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -300934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -300940.062500 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -300940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -300945.281250 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -300945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -300953.906250 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -300953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -300961.937500 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -300961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -300963.437500 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -300963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -300964.812500 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -300964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -300967.343750 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -300967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -300968.562500 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -300968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -300970.750000 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -300970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -300972.968750 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -300973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -300973.343750 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -300973.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -300973.343750 Penalty: 4094.246338
	Iteration 32F: 3 clusters Score -300973.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -521101.031250 Penalty: 2209.121338
	Iteration 0F: 2 clusters Score -521101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -515029.125000 Penalty: 4418.242676
	Iteration 0F: 3 clusters Score -515029.1 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -516752.093750 Penalty: 4418.242676
	Iteration 1F: 3 clusters Score -516752.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -517146.687500 Penalty: 4418.242676
	Iteration 2F: 3 clusters Score -517146.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -517480.062500 Penalty: 4418.242676
	Iteration 3F: 3 clusters Score -517480.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -517810.468750 Penalty: 4418.242676
	Iteration 4F: 3 clusters Score -517810.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -518166.656250 Penalty: 4418.242676
	Iteration 5F: 3 clusters Score -518166.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -518478.437500 Penalty: 4418.242676
	Iteration 6F: 3 clusters Score -518478.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -518743.406250 Penalty: 4418.242676
	Iteration 7Q: 3 clusters Score -518743.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -518941.062500 Penalty: 4418.242676
	Iteration 8Q: 3 clusters Score -518941.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -519065.000000 Penalty: 4418.242676
	Iteration 9Q: 3 clusters Score -519065 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -519151.218750 Penalty: 4418.242676
	Iteration 10Q: 3 clusters Score -519151.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -519215.531250 Penalty: 4418.242676
	Iteration 11Q: 3 clusters Score -519215.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -519264.406250 Penalty: 4418.242676
	Iteration 12Q: 3 clusters Score -519264.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -519296.593750 Penalty: 4418.242676
	Iteration 13Q: 3 clusters Score -519296.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -519316.281250 Penalty: 4418.242676
	Iteration 14Q: 3 clusters Score -519316.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -519331.968750 Penalty: 4418.242676
	Iteration 15Q: 3 clusters Score -519332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -519346.812500 Penalty: 4418.242676
	Iteration 16Q: 3 clusters Score -519346.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -519359.593750 Penalty: 4418.242676
	Iteration 17Q: 3 clusters Score -519359.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -519367.937500 Penalty: 4418.242676
	Iteration 18Q: 3 clusters Score -519367.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -519377.250000 Penalty: 4418.242676
	Iteration 19Q: 3 clusters Score -519377.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -519382.718750 Penalty: 4418.242676
	Iteration 20F: 3 clusters Score -519382.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -519389.843750 Penalty: 4418.242676
	Iteration 21Q: 3 clusters Score -519389.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -519397.468750 Penalty: 4418.242676
	Iteration 22Q: 3 clusters Score -519397.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -519403.312500 Penalty: 4418.242676
	Iteration 23Q: 3 clusters Score -519403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -519407.281250 Penalty: 4418.242676
	Iteration 24Q: 3 clusters Score -519407.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -519411.718750 Penalty: 4418.242676
	Iteration 25Q: 3 clusters Score -519411.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -519414.343750 Penalty: 4418.242676
	Iteration 26Q: 3 clusters Score -519414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -519417.250000 Penalty: 4418.242676
	Iteration 27Q: 3 clusters Score -519417.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -519421.343750 Penalty: 4418.242676
	Iteration 28Q: 3 clusters Score -519421.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -519424.531250 Penalty: 4418.242676
	Iteration 29Q: 3 clusters Score -519424.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -519428.656250 Penalty: 4418.242676
	Iteration 30Q: 3 clusters Score -519428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -519431.531250 Penalty: 4418.242676
	Iteration 31Q: 3 clusters Score -519431.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -519432.906250 Penalty: 4418.242676
	Iteration 32Q: 3 clusters Score -519432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -519434.968750 Penalty: 4418.242676
	Iteration 33Q: 3 clusters Score -519435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -519437.343750 Penalty: 4418.242676
	Iteration 34Q: 3 clusters Score -519437.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -519437.906250 Penalty: 4418.242676
	Iteration 35Q: 3 clusters Score -519437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -519439.062500 Penalty: 4418.242676
	Iteration 36Q: 3 clusters Score -519439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -519439.375000 Penalty: 4418.242676
	Iteration 37Q: 3 clusters Score -519439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -519440.156250 Penalty: 4418.242676
	Iteration 38Q: 3 clusters Score -519440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -519439.343750 Penalty: 4418.242676
	Iteration 39Q: 3 clusters Score -519439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -519440.968750 Penalty: 4418.242676
	Iteration 40F: 3 clusters Score -519441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -519441.468750 Penalty: 4418.242676
	Iteration 41Q: 3 clusters Score -519441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -519442.781250 Penalty: 4418.242676
	Iteration 42Q: 3 clusters Score -519442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -519445.375000 Penalty: 4418.242676
	Iteration 43Q: 3 clusters Score -519445.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -519448.187500 Penalty: 4418.242676
	Iteration 44Q: 3 clusters Score -519448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -519449.937500 Penalty: 4418.242676
	Iteration 45Q: 3 clusters Score -519449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -519451.593750 Penalty: 4418.242676
	Iteration 46Q: 3 clusters Score -519451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -519452.156250 Penalty: 4418.242676
	Iteration 47Q: 3 clusters Score -519452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -519453.187500 Penalty: 4418.242676
	Iteration 48Q: 3 clusters Score -519453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -519453.687500 Penalty: 4418.242676
	Iteration 49Q: 3 clusters Score -519453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -519453.687500 Penalty: 4418.242676
	Iteration 50F: 3 clusters Score -519453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -149250.890625 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -149250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -146537.187500 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -146537.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -147055.937500 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -147055.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -147235.093750 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -147235.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -147370.328125 Penalty: 3813.700928
	Iteration 3F: 3 clusters Score -147370.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -147482.734375 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -147482.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -147614.890625 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -147614.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -147731.812500 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -147731.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -147842.359375 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -147842.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -147920.937500 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -147920.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -147972.187500 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -147972.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -148013.593750 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -148013.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -148042.187500 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -148042.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -148067.546875 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -148067.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -148109.296875 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -148109.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -148152.734375 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -148152.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -148188.000000 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -148188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -148251.437500 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -148251.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -148299.765625 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -148299.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -148333.781250 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -148333.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -148387.203125 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -148387.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -148431.625000 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -148431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -148467.531250 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -148467.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -148489.343750 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -148489.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -148502.828125 Penalty: 3813.700928
	Iteration 23Q: 3 clusters Score -148502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -148513.171875 Penalty: 3813.700928
	Iteration 24Q: 3 clusters Score -148513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -148519.578125 Penalty: 3813.700928
	Iteration 25Q: 3 clusters Score -148519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -148527.625000 Penalty: 3813.700928
	Iteration 26Q: 3 clusters Score -148527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -148537.046875 Penalty: 3813.700928
	Iteration 27Q: 3 clusters Score -148537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -148541.859375 Penalty: 3813.700928
	Iteration 28Q: 3 clusters Score -148541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -148545.296875 Penalty: 3813.700928
	Iteration 29Q: 3 clusters Score -148545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -148545.484375 Penalty: 3813.700928
	Iteration 30Q: 3 clusters Score -148545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -148546.421875 Penalty: 3813.700928
	Iteration 31Q: 3 clusters Score -148546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -148546.421875 Penalty: 3813.700928
	Iteration 32F: 3 clusters Score -148546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -243232.406250 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -243232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -239884.734375 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -239884.7 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -240591.468750 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -240591.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -240766.078125 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -240766.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -240850.687500 Penalty: 3992.040527
	Iteration 3Q: 3 clusters Score -240850.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -240902.390625 Penalty: 3992.040527
	Iteration 4Q: 3 clusters Score -240902.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -240935.906250 Penalty: 3992.040527
	Iteration 5Q: 3 clusters Score -240935.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -240959.468750 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -240959.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -240984.562500 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -240984.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -241008.406250 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -241008.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -241026.734375 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -241026.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -241037.562500 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -241037.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -241046.156250 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -241046.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -241054.343750 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -241054.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -241062.312500 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -241062.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -241070.828125 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -241070.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -241081.703125 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -241081.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -241086.578125 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -241086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241088.093750 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -241088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -241089.750000 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -241089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241092.062500 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -241092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -241094.203125 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -241094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -241095.781250 Penalty: 3992.040527
	Iteration 21Q: 3 clusters Score -241095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -241097.343750 Penalty: 3992.040527
	Iteration 22Q: 3 clusters Score -241097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -241100.500000 Penalty: 3992.040527
	Iteration 23Q: 3 clusters Score -241100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -241102.515625 Penalty: 3992.040527
	Iteration 24Q: 3 clusters Score -241102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -241103.593750 Penalty: 3992.040527
	Iteration 25Q: 3 clusters Score -241103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -241103.593750 Penalty: 3992.040527
	Iteration 26F: 3 clusters Score -241103.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -245954.203125 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -245954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -242660.718750 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -242660.7 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -243309.375000 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -243309.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -243486.218750 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -243486.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -243578.125000 Penalty: 3986.140381
	Iteration 3Q: 3 clusters Score -243578.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -243642.296875 Penalty: 3986.140381
	Iteration 4Q: 3 clusters Score -243642.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -243686.078125 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -243686.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -243732.531250 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -243732.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -243773.500000 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -243773.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -243808.937500 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -243808.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -243846.718750 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -243846.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -243887.078125 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -243887.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -243921.843750 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -243921.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -243952.093750 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -243952.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -243966.390625 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -243966.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -243981.140625 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -243981.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -243997.015625 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -243997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -244020.781250 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -244020.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -244044.906250 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -244044.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -244066.343750 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -244066.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -244083.703125 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -244083.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -244101.062500 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -244101.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -244113.937500 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -244113.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -244124.640625 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -244124.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -244134.671875 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -244134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -244140.406250 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -244140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -244148.750000 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -244148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -244156.828125 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -244156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -244161.281250 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -244161.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -244163.203125 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -244163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -244168.484375 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -244168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -244172.750000 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -244172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -244178.328125 Penalty: 3986.140381
	Iteration 31Q: 3 clusters Score -244178.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -244182.406250 Penalty: 3986.140381
	Iteration 32Q: 3 clusters Score -244182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -244185.984375 Penalty: 3986.140381
	Iteration 33Q: 3 clusters Score -244186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -244189.765625 Penalty: 3986.140381
	Iteration 34Q: 3 clusters Score -244189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -244194.250000 Penalty: 3986.140381
	Iteration 35Q: 3 clusters Score -244194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -244198.671875 Penalty: 3986.140381
	Iteration 36Q: 3 clusters Score -244198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -244204.234375 Penalty: 3986.140381
	Iteration 37Q: 3 clusters Score -244204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -244210.437500 Penalty: 3986.140381
	Iteration 38Q: 3 clusters Score -244210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -244218.296875 Penalty: 3986.140381
	Iteration 39Q: 3 clusters Score -244218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -244224.734375 Penalty: 3986.140381
	Iteration 40F: 3 clusters Score -244224.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -244231.468750 Penalty: 3986.140381
	Iteration 41Q: 3 clusters Score -244231.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -244236.593750 Penalty: 3986.140381
	Iteration 42Q: 3 clusters Score -244236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -244239.828125 Penalty: 3986.140381
	Iteration 43Q: 3 clusters Score -244239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -244241.109375 Penalty: 3986.140381
	Iteration 44Q: 3 clusters Score -244241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -244242.187500 Penalty: 3986.140381
	Iteration 45Q: 3 clusters Score -244242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -244243.687500 Penalty: 3986.140381
	Iteration 46Q: 3 clusters Score -244243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -244245.906250 Penalty: 3986.140381
	Iteration 47Q: 3 clusters Score -244245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -244246.203125 Penalty: 3986.140381
	Iteration 48Q: 3 clusters Score -244246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -244247.687500 Penalty: 3986.140381
	Iteration 49Q: 3 clusters Score -244247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -244248.750000 Penalty: 3986.140381
	Iteration 50Q: 3 clusters Score -244248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -244250.390625 Penalty: 3986.140381
	Iteration 51Q: 3 clusters Score -244250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -244253.843750 Penalty: 3986.140381
	Iteration 52Q: 3 clusters Score -244253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -244258.906250 Penalty: 3986.140381
	Iteration 53Q: 3 clusters Score -244258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -244261.093750 Penalty: 3986.140381
	Iteration 54Q: 3 clusters Score -244261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -244262.750000 Penalty: 3986.140381
	Iteration 55Q: 3 clusters Score -244262.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -244264.375000 Penalty: 3986.140381
	Iteration 56Q: 3 clusters Score -244264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -244267.718750 Penalty: 3986.140381
	Iteration 57Q: 3 clusters Score -244267.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -244270.078125 Penalty: 3986.140381
	Iteration 58Q: 3 clusters Score -244270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -244270.843750 Penalty: 3986.140381
	Iteration 59Q: 3 clusters Score -244270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -244271.750000 Penalty: 3986.140381
	Iteration 60F: 3 clusters Score -244271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -244272.515625 Penalty: 3986.140381
	Iteration 61Q: 3 clusters Score -244272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -244272.750000 Penalty: 3986.140381
	Iteration 62Q: 3 clusters Score -244272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -244273.421875 Penalty: 3986.140381
	Iteration 63Q: 3 clusters Score -244273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -244273.609375 Penalty: 3986.140381
	Iteration 64Q: 3 clusters Score -244273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -244274.546875 Penalty: 3986.140381
	Iteration 65Q: 3 clusters Score -244274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -244275.062500 Penalty: 3986.140381
	Iteration 66Q: 3 clusters Score -244275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -244275.062500 Penalty: 3986.140381
	Iteration 67F: 3 clusters Score -244275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -125417.460938 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -125417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -123308.914062 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -123308.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -123924.968750 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -123925 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124365.867188 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -124365.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124611.812500 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -124611.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124715.945312 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -124715.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124798.414062 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -124798.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124851.312500 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -124851.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124869.765625 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -124869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124876.554688 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -124876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124879.843750 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -124879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124885.218750 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -124885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124887.125000 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -124887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124887.781250 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -124887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124887.781250 Penalty: 3591.362305
	Iteration 13F: 3 clusters Score -124887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -75509.625000 Penalty: 1761.419922
	Iteration 0F: 2 clusters Score -75509.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73412.710938 Penalty: 3522.839844
	Iteration 0F: 3 clusters Score -73412.71 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73779.140625 Penalty: 3522.839844
	Iteration 1F: 3 clusters Score -73779.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73896.398438 Penalty: 3522.839844
	Iteration 2F: 3 clusters Score -73896.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -73978.421875 Penalty: 3522.839844
	Iteration 3Q: 3 clusters Score -73978.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -74055.390625 Penalty: 3522.839844
	Iteration 4Q: 3 clusters Score -74055.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74110.671875 Penalty: 3522.839844
	Iteration 5Q: 3 clusters Score -74110.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74152.148438 Penalty: 3522.839844
	Iteration 6Q: 3 clusters Score -74152.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74181.898438 Penalty: 3522.839844
	Iteration 7Q: 3 clusters Score -74181.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74201.515625 Penalty: 3522.839844
	Iteration 8Q: 3 clusters Score -74201.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74213.734375 Penalty: 3522.839844
	Iteration 9Q: 3 clusters Score -74213.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74234.710938 Penalty: 3522.839844
	Iteration 10Q: 3 clusters Score -74234.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74251.648438 Penalty: 3522.839844
	Iteration 11Q: 3 clusters Score -74251.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74263.523438 Penalty: 3522.839844
	Iteration 12Q: 3 clusters Score -74263.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74275.453125 Penalty: 3522.839844
	Iteration 13Q: 3 clusters Score -74275.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74282.234375 Penalty: 3522.839844
	Iteration 14Q: 3 clusters Score -74282.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -74286.601562 Penalty: 3522.839844
	Iteration 15Q: 3 clusters Score -74286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74291.609375 Penalty: 3522.839844
	Iteration 16Q: 3 clusters Score -74291.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74307.750000 Penalty: 3522.839844
	Iteration 17Q: 3 clusters Score -74307.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -74318.156250 Penalty: 3522.839844
	Iteration 18Q: 3 clusters Score -74318.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74337.617188 Penalty: 3522.839844
	Iteration 19Q: 3 clusters Score -74337.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74348.851562 Penalty: 3522.839844
	Iteration 20F: 3 clusters Score -74348.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74357.609375 Penalty: 3522.839844
	Iteration 21Q: 3 clusters Score -74357.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74359.234375 Penalty: 3522.839844
	Iteration 22Q: 3 clusters Score -74359.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74362.773438 Penalty: 3522.839844
	Iteration 23Q: 3 clusters Score -74362.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74364.617188 Penalty: 3522.839844
	Iteration 24Q: 3 clusters Score -74364.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74366.679688 Penalty: 3522.839844
	Iteration 25Q: 3 clusters Score -74366.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74370.046875 Penalty: 3522.839844
	Iteration 26Q: 3 clusters Score -74370.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74373.328125 Penalty: 3522.839844
	Iteration 27Q: 3 clusters Score -74373.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74377.203125 Penalty: 3522.839844
	Iteration 28Q: 3 clusters Score -74377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -74380.609375 Penalty: 3522.839844
	Iteration 29Q: 3 clusters Score -74380.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -74385.937500 Penalty: 3522.839844
	Iteration 30Q: 3 clusters Score -74385.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74395.109375 Penalty: 3522.839844
	Iteration 31Q: 3 clusters Score -74395.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -74402.765625 Penalty: 3522.839844
	Iteration 32Q: 3 clusters Score -74402.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -74409.562500 Penalty: 3522.839844
	Iteration 33Q: 3 clusters Score -74409.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74418.632812 Penalty: 3522.839844
	Iteration 34Q: 3 clusters Score -74418.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74425.921875 Penalty: 3522.839844
	Iteration 35Q: 3 clusters Score -74425.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74434.093750 Penalty: 3522.839844
	Iteration 36Q: 3 clusters Score -74434.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74441.125000 Penalty: 3522.839844
	Iteration 37Q: 3 clusters Score -74441.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74444.515625 Penalty: 3522.839844
	Iteration 38Q: 3 clusters Score -74444.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74445.773438 Penalty: 3522.839844
	Iteration 39Q: 3 clusters Score -74445.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74446.578125 Penalty: 3522.839844
	Iteration 40F: 3 clusters Score -74446.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74450.359375 Penalty: 3522.839844
	Iteration 41Q: 3 clusters Score -74450.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74452.109375 Penalty: 3522.839844
	Iteration 42Q: 3 clusters Score -74452.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74452.773438 Penalty: 3522.839844
	Iteration 43Q: 3 clusters Score -74452.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74453.914062 Penalty: 3522.839844
	Iteration 44Q: 3 clusters Score -74453.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74455.523438 Penalty: 3522.839844
	Iteration 45Q: 3 clusters Score -74455.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74455.929688 Penalty: 3522.839844
	Iteration 46Q: 3 clusters Score -74455.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74456.609375 Penalty: 3522.839844
	Iteration 47Q: 3 clusters Score -74456.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74456.609375 Penalty: 3522.839844
	Iteration 48F: 3 clusters Score -74456.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -445056.656250 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -445056.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -440176.750000 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -440176.8 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -441417.312500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -441417.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -441661.562500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -441661.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -441823.218750 Penalty: 4286.024902
	Iteration 3F: 3 clusters Score -441823.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -441966.593750 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -441966.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -442099.187500 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -442099.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -442193.562500 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -442193.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -442270.593750 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -442270.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -442342.812500 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -442342.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -442407.812500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -442407.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -442478.375000 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -442478.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -442548.468750 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -442548.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -442603.937500 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -442603.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -442656.000000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -442656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -442708.875000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -442708.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -442756.343750 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -442756.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -442785.656250 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -442785.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -442812.437500 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -442812.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -442835.718750 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -442835.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -442856.843750 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -442856.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -442873.593750 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -442873.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -442885.343750 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -442885.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -442907.531250 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -442907.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -442940.000000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -442940 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -442973.406250 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -442973.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -443000.843750 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -443000.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -443029.062500 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -443029.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -443054.875000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -443054.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -443084.781250 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -443084.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -443104.531250 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -443104.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -443119.187500 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -443119.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -443134.750000 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -443134.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -443158.437500 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -443158.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -443180.843750 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -443180.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -443208.875000 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -443208.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -443236.343750 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -443236.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -443271.312500 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -443271.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -443300.968750 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -443301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -443326.843750 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -443326.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -443351.125000 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -443351.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -443371.500000 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -443371.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -443385.625000 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -443385.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -443398.375000 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -443398.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -443412.125000 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -443412.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -443429.125000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -443429.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -443445.812500 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -443445.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -443456.187500 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -443456.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -443464.625000 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -443464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -443468.500000 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -443468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -443471.125000 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -443471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -443477.625000 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -443477.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -443479.750000 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -443479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -443479.812500 Penalty: 4286.024902
	Iteration 52Q: 3 clusters Score -443479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -443482.406250 Penalty: 4286.024902
	Iteration 53Q: 3 clusters Score -443482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -443483.750000 Penalty: 4286.024902
	Iteration 54Q: 3 clusters Score -443483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -443485.031250 Penalty: 4286.024902
	Iteration 55Q: 3 clusters Score -443485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -443485.218750 Penalty: 4286.024902
	Iteration 56Q: 3 clusters Score -443485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -443487.062500 Penalty: 4286.024902
	Iteration 57Q: 3 clusters Score -443487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -443487.812500 Penalty: 4286.024902
	Iteration 58Q: 3 clusters Score -443487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -443489.875000 Penalty: 4286.024902
	Iteration 59Q: 3 clusters Score -443489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -443493.437500 Penalty: 4286.024902
	Iteration 60F: 3 clusters Score -443493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -443495.687500 Penalty: 4286.024902
	Iteration 61Q: 3 clusters Score -443495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -443496.468750 Penalty: 4286.024902
	Iteration 62Q: 3 clusters Score -443496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -443496.125000 Penalty: 4286.024902
	Iteration 63Q: 3 clusters Score -443496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -443497.968750 Penalty: 4286.024902
	Iteration 64Q: 3 clusters Score -443498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -443498.125000 Penalty: 4286.024902
	Iteration 65Q: 3 clusters Score -443498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -443499.250000 Penalty: 4286.024902
	Iteration 66Q: 3 clusters Score -443499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -443500.250000 Penalty: 4286.024902
	Iteration 67Q: 3 clusters Score -443500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -443500.250000 Penalty: 4286.024902
	Iteration 68F: 3 clusters Score -443500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -229136.187500 Penalty: 1948.751221
	Iteration 0F: 2 clusters Score -229136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -226137.625000 Penalty: 3897.502441
	Iteration 0F: 3 clusters Score -226137.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -226693.125000 Penalty: 3897.502441
	Iteration 1F: 3 clusters Score -226693.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -226847.687500 Penalty: 3897.502441
	Iteration 2F: 3 clusters Score -226847.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -226974.437500 Penalty: 3897.502441
	Iteration 3Q: 3 clusters Score -226974.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -227065.125000 Penalty: 3897.502441
	Iteration 4Q: 3 clusters Score -227065.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -227149.406250 Penalty: 3897.502441
	Iteration 5Q: 3 clusters Score -227149.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -227227.296875 Penalty: 3897.502441
	Iteration 6Q: 3 clusters Score -227227.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -227297.125000 Penalty: 3897.502441
	Iteration 7Q: 3 clusters Score -227297.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -227351.046875 Penalty: 3897.502441
	Iteration 8Q: 3 clusters Score -227351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -227401.281250 Penalty: 3897.502441
	Iteration 9Q: 3 clusters Score -227401.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -227439.890625 Penalty: 3897.502441
	Iteration 10Q: 3 clusters Score -227439.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -227475.578125 Penalty: 3897.502441
	Iteration 11Q: 3 clusters Score -227475.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -227510.093750 Penalty: 3897.502441
	Iteration 12Q: 3 clusters Score -227510.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -227544.500000 Penalty: 3897.502441
	Iteration 13Q: 3 clusters Score -227544.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -227587.890625 Penalty: 3897.502441
	Iteration 14Q: 3 clusters Score -227587.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -227629.359375 Penalty: 3897.502441
	Iteration 15Q: 3 clusters Score -227629.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -227697.687500 Penalty: 3897.502441
	Iteration 16Q: 3 clusters Score -227697.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -227766.078125 Penalty: 3897.502441
	Iteration 17Q: 3 clusters Score -227766.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -227814.109375 Penalty: 3897.502441
	Iteration 18Q: 3 clusters Score -227814.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -227847.968750 Penalty: 3897.502441
	Iteration 19Q: 3 clusters Score -227848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -227887.406250 Penalty: 3897.502441
	Iteration 20F: 3 clusters Score -227887.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -227908.421875 Penalty: 3897.502441
	Iteration 21Q: 3 clusters Score -227908.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -227930.328125 Penalty: 3897.502441
	Iteration 22Q: 3 clusters Score -227930.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -227954.500000 Penalty: 3897.502441
	Iteration 23Q: 3 clusters Score -227954.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -227975.828125 Penalty: 3897.502441
	Iteration 24Q: 3 clusters Score -227975.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -227995.640625 Penalty: 3897.502441
	Iteration 25Q: 3 clusters Score -227995.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -228017.562500 Penalty: 3897.502441
	Iteration 26Q: 3 clusters Score -228017.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228026.421875 Penalty: 3897.502441
	Iteration 27Q: 3 clusters Score -228026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228033.234375 Penalty: 3897.502441
	Iteration 28Q: 3 clusters Score -228033.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228040.968750 Penalty: 3897.502441
	Iteration 29Q: 3 clusters Score -228041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228046.484375 Penalty: 3897.502441
	Iteration 30Q: 3 clusters Score -228046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228049.828125 Penalty: 3897.502441
	Iteration 31Q: 3 clusters Score -228049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228053.187500 Penalty: 3897.502441
	Iteration 32Q: 3 clusters Score -228053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228056.750000 Penalty: 3897.502441
	Iteration 33Q: 3 clusters Score -228056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228057.234375 Penalty: 3897.502441
	Iteration 34Q: 3 clusters Score -228057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228058.125000 Penalty: 3897.502441
	Iteration 35Q: 3 clusters Score -228058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -228058.671875 Penalty: 3897.502441
	Iteration 36Q: 3 clusters Score -228058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -228058.546875 Penalty: 3897.502441
	Iteration 37Q: 3 clusters Score -228058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -228059.750000 Penalty: 3897.502441
	Iteration 38Q: 3 clusters Score -228059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -228061.250000 Penalty: 3897.502441
	Iteration 39Q: 3 clusters Score -228061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228061.015625 Penalty: 3897.502441
	Iteration 40F: 3 clusters Score -228061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -228061.515625 Penalty: 3897.502441
	Iteration 41Q: 3 clusters Score -228061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228062.296875 Penalty: 3897.502441
	Iteration 42Q: 3 clusters Score -228062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -228062.921875 Penalty: 3897.502441
	Iteration 43Q: 3 clusters Score -228062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -228063.265625 Penalty: 3897.502441
	Iteration 44Q: 3 clusters Score -228063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -228063.593750 Penalty: 3897.502441
	Iteration 45Q: 3 clusters Score -228063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228064.421875 Penalty: 3897.502441
	Iteration 46Q: 3 clusters Score -228064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228064.421875 Penalty: 3897.502441
	Iteration 47F: 3 clusters Score -228064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -606612.062500 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -606612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -600524.750000 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -600524.8 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -602181.062500 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -602181.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -602423.062500 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -602423.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -602566.937500 Penalty: 4425.108887
	Iteration 3Q: 3 clusters Score -602566.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -602650.000000 Penalty: 4425.108887
	Iteration 4Q: 3 clusters Score -602650 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -602719.125000 Penalty: 4425.108887
	Iteration 5Q: 3 clusters Score -602719.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -602778.125000 Penalty: 4425.108887
	Iteration 6Q: 3 clusters Score -602778.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -602830.250000 Penalty: 4425.108887
	Iteration 7Q: 3 clusters Score -602830.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -602888.937500 Penalty: 4425.108887
	Iteration 8Q: 3 clusters Score -602888.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -602946.125000 Penalty: 4425.108887
	Iteration 9Q: 3 clusters Score -602946.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -603000.125000 Penalty: 4425.108887
	Iteration 10Q: 3 clusters Score -603000.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -603072.750000 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -603072.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -603198.625000 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -603198.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -603356.062500 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -603356.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -603561.750000 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -603561.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -603768.687500 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -603768.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -603962.750000 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -603962.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -604117.687500 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -604117.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -604249.062500 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -604249.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -604341.125000 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -604341.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -604402.687500 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -604402.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -604442.375000 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -604442.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -604475.875000 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -604475.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -604498.812500 Penalty: 4425.108887
	Iteration 23Q: 3 clusters Score -604498.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -604520.562500 Penalty: 4425.108887
	Iteration 24Q: 3 clusters Score -604520.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -604541.625000 Penalty: 4425.108887
	Iteration 25Q: 3 clusters Score -604541.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -604564.500000 Penalty: 4425.108887
	Iteration 26Q: 3 clusters Score -604564.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -604580.687500 Penalty: 4425.108887
	Iteration 27Q: 3 clusters Score -604580.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -604594.125000 Penalty: 4425.108887
	Iteration 28Q: 3 clusters Score -604594.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -604611.625000 Penalty: 4425.108887
	Iteration 29Q: 3 clusters Score -604611.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -604630.750000 Penalty: 4425.108887
	Iteration 30Q: 3 clusters Score -604630.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -604648.125000 Penalty: 4425.108887
	Iteration 31Q: 3 clusters Score -604648.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -604666.375000 Penalty: 4425.108887
	Iteration 32Q: 3 clusters Score -604666.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -604684.437500 Penalty: 4425.108887
	Iteration 33Q: 3 clusters Score -604684.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -604696.812500 Penalty: 4425.108887
	Iteration 34Q: 3 clusters Score -604696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -604708.250000 Penalty: 4425.108887
	Iteration 35Q: 3 clusters Score -604708.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -604720.937500 Penalty: 4425.108887
	Iteration 36Q: 3 clusters Score -604720.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -604730.250000 Penalty: 4425.108887
	Iteration 37Q: 3 clusters Score -604730.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -604737.375000 Penalty: 4425.108887
	Iteration 38Q: 3 clusters Score -604737.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -604742.562500 Penalty: 4425.108887
	Iteration 39Q: 3 clusters Score -604742.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -604745.750000 Penalty: 4425.108887
	Iteration 40F: 3 clusters Score -604745.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -604751.062500 Penalty: 4425.108887
	Iteration 41Q: 3 clusters Score -604751.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -604756.437500 Penalty: 4425.108887
	Iteration 42Q: 3 clusters Score -604756.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -604759.562500 Penalty: 4425.108887
	Iteration 43Q: 3 clusters Score -604759.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -604762.687500 Penalty: 4425.108887
	Iteration 44Q: 3 clusters Score -604762.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -604766.750000 Penalty: 4425.108887
	Iteration 45Q: 3 clusters Score -604766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -604771.000000 Penalty: 4425.108887
	Iteration 46Q: 3 clusters Score -604771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -604777.437500 Penalty: 4425.108887
	Iteration 47Q: 3 clusters Score -604777.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -604783.375000 Penalty: 4425.108887
	Iteration 48Q: 3 clusters Score -604783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -604785.187500 Penalty: 4425.108887
	Iteration 49Q: 3 clusters Score -604785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -604789.000000 Penalty: 4425.108887
	Iteration 50Q: 3 clusters Score -604789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -604792.312500 Penalty: 4425.108887
	Iteration 51Q: 3 clusters Score -604792.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -604795.062500 Penalty: 4425.108887
	Iteration 52Q: 3 clusters Score -604795.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -604799.625000 Penalty: 4425.108887
	Iteration 53Q: 3 clusters Score -604799.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -604802.375000 Penalty: 4425.108887
	Iteration 54Q: 3 clusters Score -604802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -604806.375000 Penalty: 4425.108887
	Iteration 55Q: 3 clusters Score -604806.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -604810.375000 Penalty: 4425.108887
	Iteration 56Q: 3 clusters Score -604810.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -604817.875000 Penalty: 4425.108887
	Iteration 57Q: 3 clusters Score -604817.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -604823.562500 Penalty: 4425.108887
	Iteration 58Q: 3 clusters Score -604823.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -604828.687500 Penalty: 4425.108887
	Iteration 59Q: 3 clusters Score -604828.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -604835.500000 Penalty: 4425.108887
	Iteration 60F: 3 clusters Score -604835.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -604841.250000 Penalty: 4425.108887
	Iteration 61Q: 3 clusters Score -604841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -604849.000000 Penalty: 4425.108887
	Iteration 62Q: 3 clusters Score -604849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -604858.750000 Penalty: 4425.108887
	Iteration 63Q: 3 clusters Score -604858.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -604864.875000 Penalty: 4425.108887
	Iteration 64Q: 3 clusters Score -604864.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -604880.875000 Penalty: 4425.108887
	Iteration 65Q: 3 clusters Score -604880.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -604898.000000 Penalty: 4425.108887
	Iteration 66Q: 3 clusters Score -604898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -604916.062500 Penalty: 4425.108887
	Iteration 67Q: 3 clusters Score -604916.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -604931.687500 Penalty: 4425.108887
	Iteration 68Q: 3 clusters Score -604931.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -604948.250000 Penalty: 4425.108887
	Iteration 69Q: 3 clusters Score -604948.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -604965.937500 Penalty: 4425.108887
	Iteration 70Q: 3 clusters Score -604965.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -604985.312500 Penalty: 4425.108887
	Iteration 71Q: 3 clusters Score -604985.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -605003.625000 Penalty: 4425.108887
	Iteration 72Q: 3 clusters Score -605003.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -605020.187500 Penalty: 4425.108887
	Iteration 73Q: 3 clusters Score -605020.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -605034.250000 Penalty: 4425.108887
	Iteration 74Q: 3 clusters Score -605034.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -605045.562500 Penalty: 4425.108887
	Iteration 75Q: 3 clusters Score -605045.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -605057.500000 Penalty: 4425.108887
	Iteration 76Q: 3 clusters Score -605057.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -605066.250000 Penalty: 4425.108887
	Iteration 77Q: 3 clusters Score -605066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -605069.937500 Penalty: 4425.108887
	Iteration 78Q: 3 clusters Score -605069.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -605079.375000 Penalty: 4425.108887
	Iteration 79Q: 3 clusters Score -605079.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -605090.000000 Penalty: 4425.108887
	Iteration 80F: 3 clusters Score -605090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -605102.437500 Penalty: 4425.108887
	Iteration 81Q: 3 clusters Score -605102.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -605110.562500 Penalty: 4425.108887
	Iteration 82Q: 3 clusters Score -605110.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -605116.687500 Penalty: 4425.108887
	Iteration 83Q: 3 clusters Score -605116.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -605122.750000 Penalty: 4425.108887
	Iteration 84Q: 3 clusters Score -605122.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -605125.125000 Penalty: 4425.108887
	Iteration 85Q: 3 clusters Score -605125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -605130.062500 Penalty: 4425.108887
	Iteration 86Q: 3 clusters Score -605130.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -605134.750000 Penalty: 4425.108887
	Iteration 87Q: 3 clusters Score -605134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -605137.750000 Penalty: 4425.108887
	Iteration 88Q: 3 clusters Score -605137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -605141.062500 Penalty: 4425.108887
	Iteration 89Q: 3 clusters Score -605141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -605145.937500 Penalty: 4425.108887
	Iteration 90Q: 3 clusters Score -605145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -605145.875000 Penalty: 4425.108887
	Iteration 91Q: 3 clusters Score -605145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -605150.312500 Penalty: 4425.108887
	Iteration 92Q: 3 clusters Score -605150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -605151.625000 Penalty: 4425.108887
	Iteration 93Q: 3 clusters Score -605151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -605155.062500 Penalty: 4425.108887
	Iteration 94Q: 3 clusters Score -605155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -605156.375000 Penalty: 4425.108887
	Iteration 95Q: 3 clusters Score -605156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -605158.437500 Penalty: 4425.108887
	Iteration 96Q: 3 clusters Score -605158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -605160.812500 Penalty: 4425.108887
	Iteration 97Q: 3 clusters Score -605160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -605161.437500 Penalty: 4425.108887
	Iteration 98Q: 3 clusters Score -605161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -605162.812500 Penalty: 4425.108887
	Iteration 99Q: 3 clusters Score -605162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -605161.937500 Penalty: 4425.108887
	Iteration 100F: 3 clusters Score -605161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -211354.937500 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -211354.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -208252.359375 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -208252.4 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -208889.703125 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -208889.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -209043.046875 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -209043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -209129.890625 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -209129.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -209186.171875 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -209186.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -209225.968750 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -209226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -209253.484375 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -209253.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -209276.843750 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -209276.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -209297.812500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -209297.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -209319.250000 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -209319.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -209339.140625 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -209339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -209353.390625 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -209353.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -209364.984375 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -209365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -209376.578125 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -209376.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -209385.890625 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -209385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -209392.703125 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -209392.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -209402.281250 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -209402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -209407.656250 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -209407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -209409.531250 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -209409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -209412.125000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -209412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -209414.718750 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -209414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -209415.453125 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -209415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -209416.500000 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -209416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -209418.015625 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -209418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -209419.312500 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -209419.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -209420.875000 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -209420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -209421.968750 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -209422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -209422.218750 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -209422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -209422.734375 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -209422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -209422.734375 Penalty: 3924.198486
	Iteration 29F: 3 clusters Score -209422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -207176.390625 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -207176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -204053.765625 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -204053.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -204735.140625 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -204735.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -204939.265625 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -204939.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -205039.296875 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -205039.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -205131.843750 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -205131.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -205243.718750 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -205243.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -205372.375000 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -205372.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -205489.437500 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -205489.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -205577.234375 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -205577.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -205640.656250 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -205640.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -205680.484375 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -205680.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -205716.421875 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -205716.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -205770.218750 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -205770.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -205815.359375 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -205815.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -205858.375000 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -205858.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -205892.859375 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -205892.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -205912.437500 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -205912.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -205926.578125 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -205926.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -205951.734375 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -205951.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -205968.203125 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -205968.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -205986.890625 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -205986.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -206001.578125 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -206001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -206009.281250 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -206009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -206013.921875 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -206013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -206017.750000 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -206017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -206021.765625 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -206021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -206024.703125 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -206024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -206026.093750 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -206026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -206027.265625 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -206027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -206027.625000 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -206027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -206028.125000 Penalty: 3942.924316
	Iteration 30Q: 3 clusters Score -206028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -206029.890625 Penalty: 3942.924316
	Iteration 31Q: 3 clusters Score -206029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -206031.484375 Penalty: 3942.924316
	Iteration 32Q: 3 clusters Score -206031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -206032.890625 Penalty: 3942.924316
	Iteration 33Q: 3 clusters Score -206032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -206033.484375 Penalty: 3942.924316
	Iteration 34Q: 3 clusters Score -206033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -206033.484375 Penalty: 3942.924316
	Iteration 35F: 3 clusters Score -206033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -46024.007812 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -46024.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44430.687500 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -44430.69 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44878.527344 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -44878.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -45206.957031 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -45206.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -45551.925781 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -45551.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -45707.570312 Penalty: 3220.901855
	Iteration 4F: 3 clusters Score -45707.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -45781.218750 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -45781.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -45802.785156 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -45802.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45812.347656 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -45812.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45816.511719 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -45816.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45818.062500 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -45818.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45818.062500 Penalty: 3220.901855
	Iteration 10F: 3 clusters Score -45818.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -520935.812500 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -520935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -516162.625000 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -516162.6 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -517373.187500 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -517373.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -517638.625000 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -517638.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -517809.625000 Penalty: 4268.090332
	Iteration 3F: 3 clusters Score -517809.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -517919.812500 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -517919.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -518002.750000 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -518002.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -518066.250000 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -518066.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -518124.375000 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -518124.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -518182.593750 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -518182.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -518232.593750 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -518232.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -518288.250000 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -518288.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -518341.218750 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -518341.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -518386.687500 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -518386.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -518426.031250 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -518426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -518463.843750 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -518463.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -518493.562500 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -518493.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -518529.906250 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -518529.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -518567.031250 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -518567 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -518598.687500 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -518598.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -518635.343750 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -518635.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -518676.125000 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -518676.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -518705.968750 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -518706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -518735.562500 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -518735.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -518764.343750 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -518764.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -518791.312500 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -518791.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -518816.906250 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -518816.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -518839.843750 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -518839.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -518867.875000 Penalty: 4268.090332
	Iteration 27Q: 3 clusters Score -518867.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -518898.250000 Penalty: 4268.090332
	Iteration 28Q: 3 clusters Score -518898.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -518927.218750 Penalty: 4268.090332
	Iteration 29Q: 3 clusters Score -518927.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -518951.125000 Penalty: 4268.090332
	Iteration 30Q: 3 clusters Score -518951.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -518971.000000 Penalty: 4268.090332
	Iteration 31Q: 3 clusters Score -518971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -518981.312500 Penalty: 4268.090332
	Iteration 32Q: 3 clusters Score -518981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -518993.281250 Penalty: 4268.090332
	Iteration 33Q: 3 clusters Score -518993.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -519005.031250 Penalty: 4268.090332
	Iteration 34Q: 3 clusters Score -519005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -519012.062500 Penalty: 4268.090332
	Iteration 35Q: 3 clusters Score -519012.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -519017.937500 Penalty: 4268.090332
	Iteration 36Q: 3 clusters Score -519017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -519024.375000 Penalty: 4268.090332
	Iteration 37Q: 3 clusters Score -519024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -519028.531250 Penalty: 4268.090332
	Iteration 38Q: 3 clusters Score -519028.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -519033.187500 Penalty: 4268.090332
	Iteration 39Q: 3 clusters Score -519033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -519039.718750 Penalty: 4268.090332
	Iteration 40F: 3 clusters Score -519039.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -519045.031250 Penalty: 4268.090332
	Iteration 41Q: 3 clusters Score -519045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -519051.562500 Penalty: 4268.090332
	Iteration 42Q: 3 clusters Score -519051.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -519059.968750 Penalty: 4268.090332
	Iteration 43Q: 3 clusters Score -519060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -519062.843750 Penalty: 4268.090332
	Iteration 44Q: 3 clusters Score -519062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -519065.750000 Penalty: 4268.090332
	Iteration 45Q: 3 clusters Score -519065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -519067.437500 Penalty: 4268.090332
	Iteration 46Q: 3 clusters Score -519067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -519067.781250 Penalty: 4268.090332
	Iteration 47Q: 3 clusters Score -519067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -519070.937500 Penalty: 4268.090332
	Iteration 48Q: 3 clusters Score -519070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -519072.281250 Penalty: 4268.090332
	Iteration 49Q: 3 clusters Score -519072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -519072.281250 Penalty: 4268.090332
	Iteration 50Q: 3 clusters Score -519072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -519072.156250 Penalty: 4268.090332
	Iteration 51Q: 3 clusters Score -519072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -519074.437500 Penalty: 4268.090332
	Iteration 52Q: 3 clusters Score -519074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -519074.906250 Penalty: 4268.090332
	Iteration 53Q: 3 clusters Score -519074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -519078.062500 Penalty: 4268.090332
	Iteration 54Q: 3 clusters Score -519078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -519077.625000 Penalty: 4268.090332
	Iteration 55Q: 3 clusters Score -519077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -519079.187500 Penalty: 4268.090332
	Iteration 56Q: 3 clusters Score -519079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -519080.500000 Penalty: 4268.090332
	Iteration 57Q: 3 clusters Score -519080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -519080.687500 Penalty: 4268.090332
	Iteration 58Q: 3 clusters Score -519080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -519082.718750 Penalty: 4268.090332
	Iteration 59Q: 3 clusters Score -519082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -519087.250000 Penalty: 4268.090332
	Iteration 60F: 3 clusters Score -519087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -519088.218750 Penalty: 4268.090332
	Iteration 61Q: 3 clusters Score -519088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -519091.062500 Penalty: 4268.090332
	Iteration 62Q: 3 clusters Score -519091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -519090.968750 Penalty: 4268.090332
	Iteration 63Q: 3 clusters Score -519091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -519091.781250 Penalty: 4268.090332
	Iteration 64Q: 3 clusters Score -519091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -519093.656250 Penalty: 4268.090332
	Iteration 65Q: 3 clusters Score -519093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -519094.625000 Penalty: 4268.090332
	Iteration 66Q: 3 clusters Score -519094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -519095.437500 Penalty: 4268.090332
	Iteration 67Q: 3 clusters Score -519095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -519096.781250 Penalty: 4268.090332
	Iteration 68Q: 3 clusters Score -519096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -519096.062500 Penalty: 4268.090332
	Iteration 69Q: 3 clusters Score -519096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -519098.250000 Penalty: 4268.090332
	Iteration 70Q: 3 clusters Score -519098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -519098.250000 Penalty: 4268.090332
	Iteration 71F: 3 clusters Score -519098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -142672.562500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -142672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -140136.937500 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -140136.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -140535.125000 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -140535.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -140665.437500 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -140665.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -140744.359375 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -140744.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140795.546875 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -140795.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140825.609375 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -140825.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140850.515625 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -140850.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -140875.015625 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -140875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140892.656250 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -140892.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140905.875000 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -140905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140914.359375 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -140914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140922.828125 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -140922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140927.187500 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -140927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -140930.937500 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -140930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140933.546875 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -140933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140936.265625 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -140936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140940.234375 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -140940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140943.843750 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -140943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140945.156250 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -140945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140945.156250 Penalty: 3734.052490
	Iteration 19F: 3 clusters Score -140945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122371 members 
Mstep: Class 12 contains 49985 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18409 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 127305 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7415 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15870 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43868 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5068 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12687 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38691 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8399 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7492 members 
Mstep: Class 68 contains 2729 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812112.000000 Penalty: 256978.921875
Iteration 239Q: 73 clusters Score -1.508121e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17108 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122368 members 
Mstep: Class 12 contains 49979 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18406 members 
Mstep: Class 16 contains 33373 members 
Mstep: Class 17 contains 127305 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5644 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7407 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15868 members 
Mstep: Class 28 contains 161515 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43869 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5069 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12690 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38689 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8431 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4420 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7491 members 
Mstep: Class 68 contains 2730 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812080.000000 Penalty: 256978.921875
Iteration 240F: 73 clusters Score -1.508121e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17091 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122367 members 
Mstep: Class 12 contains 49973 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18404 members 
Mstep: Class 16 contains 33374 members 
Mstep: Class 17 contains 127299 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7403 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 161515 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43869 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5074 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12693 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38689 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8456 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4419 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2731 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812224.000000 Penalty: 256978.921875
Iteration 241Q: 73 clusters Score -1.508122e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17073 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122366 members 
Mstep: Class 12 contains 49965 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18402 members 
Mstep: Class 16 contains 33376 members 
Mstep: Class 17 contains 127296 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7394 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15867 members 
Mstep: Class 28 contains 161518 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43870 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5989 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5079 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12695 members 
Mstep: Class 44 contains 2229 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38687 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8484 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4420 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5660 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2731 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812064.000000 Penalty: 256978.921875
Iteration 242Q: 73 clusters Score -1.508121e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122363 members 
Mstep: Class 12 contains 49963 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18402 members 
Mstep: Class 16 contains 33377 members 
Mstep: Class 17 contains 127293 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7383 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15864 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43874 members 
Mstep: Class 33 contains 5549 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5084 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12697 members 
Mstep: Class 44 contains 2231 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38685 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8502 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4420 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5659 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812048.000000 Penalty: 256978.921875
Iteration 243Q: 73 clusters Score -1.50812e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122361 members 
Mstep: Class 12 contains 49955 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18400 members 
Mstep: Class 16 contains 33380 members 
Mstep: Class 17 contains 127290 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7375 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15859 members 
Mstep: Class 28 contains 161520 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5990 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4172 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12699 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38685 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11833 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8525 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5659 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150811952.000000 Penalty: 256978.921875
Iteration 244Q: 73 clusters Score -1.50812e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17039 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122360 members 
Mstep: Class 12 contains 49950 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18400 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 127292 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7365 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15851 members 
Mstep: Class 28 contains 161523 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43873 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12699 members 
Mstep: Class 44 contains 2232 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38683 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8543 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4423 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5659 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812128.000000 Penalty: 256978.921875
Iteration 245Q: 73 clusters Score -1.508121e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17035 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 49945 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18398 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 127291 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43875 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12699 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38683 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8559 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4429 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812016.000000 Penalty: 256978.921875
Iteration 246Q: 73 clusters Score -1.50812e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17018 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 49941 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18395 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 127286 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7352 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15848 members 
Mstep: Class 28 contains 161524 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 43874 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12699 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38686 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8581 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4435 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 662 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812096.000000 Penalty: 256978.921875
Iteration 247Q: 73 clusters Score -1.508121e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17012 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 49941 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18394 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 127274 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 5663 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7346 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 161525 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1482 members 
Mstep: Class 32 contains 43877 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5085 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12699 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38692 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8594 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4435 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 661 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812176.000000 Penalty: 256978.921875
Iteration 248Q: 73 clusters Score -1.508122e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 17001 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 49940 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18394 members 
Mstep: Class 16 contains 33381 members 
Mstep: Class 17 contains 127274 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 5670 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7341 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 161524 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1483 members 
Mstep: Class 32 contains 43879 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5087 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12700 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38693 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8599 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4435 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 660 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812144.000000 Penalty: 256978.921875
Iteration 249Q: 73 clusters Score -1.508121e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16994 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49935 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18393 members 
Mstep: Class 16 contains 33382 members 
Mstep: Class 17 contains 127273 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7338 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15847 members 
Mstep: Class 28 contains 161524 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43881 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5089 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2233 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38696 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8606 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4436 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2184 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812160.000000 Penalty: 256978.921875
Iteration 250Q: 73 clusters Score -1.508122e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16996 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18392 members 
Mstep: Class 16 contains 33383 members 
Mstep: Class 17 contains 127267 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5673 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7335 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 161522 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43882 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5089 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12702 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38698 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8608 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4436 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812240.000000 Penalty: 256978.921875
Iteration 251Q: 73 clusters Score -1.508122e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16999 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49934 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18390 members 
Mstep: Class 16 contains 33382 members 
Mstep: Class 17 contains 127265 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7326 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15850 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43883 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5090 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2237 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38700 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8610 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4436 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812224.000000 Penalty: 256978.921875
Iteration 252Q: 73 clusters Score -1.508122e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16996 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49932 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33383 members 
Mstep: Class 17 contains 127261 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5676 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7319 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15850 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43883 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5090 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2239 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38703 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8618 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812192.000000 Penalty: 256978.921875
Iteration 253Q: 73 clusters Score -1.508122e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16991 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33383 members 
Mstep: Class 17 contains 127257 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7316 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15850 members 
Mstep: Class 28 contains 161522 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43883 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5091 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38706 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11832 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8625 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1215 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812144.000000 Penalty: 256978.921875
Iteration 254Q: 73 clusters Score -1.508121e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16988 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122360 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 127257 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5674 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7312 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15848 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43882 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38707 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8632 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4439 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812112.000000 Penalty: 256978.921875
Iteration 255Q: 73 clusters Score -1.508121e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16989 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122360 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18390 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 127255 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5674 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43879 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12702 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38709 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8634 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4439 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812096.000000 Penalty: 256978.921875
Iteration 256Q: 73 clusters Score -1.508121e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16989 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122359 members 
Mstep: Class 12 contains 49935 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18390 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 127252 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15853 members 
Mstep: Class 28 contains 161520 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5991 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12702 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38710 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8633 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4439 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812160.000000 Penalty: 256978.921875
Iteration 257Q: 73 clusters Score -1.508122e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 33384 members 
Mstep: Class 17 contains 127249 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161521 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12702 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38712 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8634 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4439 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812160.000000 Penalty: 256978.921875
Iteration 258Q: 73 clusters Score -1.508122e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49932 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127249 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15857 members 
Mstep: Class 28 contains 161519 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38712 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8636 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4439 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812096.000000 Penalty: 256978.921875
Iteration 259Q: 73 clusters Score -1.508121e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16988 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49932 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127249 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15857 members 
Mstep: Class 28 contains 161519 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38712 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8636 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812080.000000 Penalty: 256978.921875
Iteration 260F: 73 clusters Score -1.508121e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49932 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127249 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15857 members 
Mstep: Class 28 contains 161519 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38712 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8637 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812080.000000 Penalty: 256978.921875
Iteration 261Q: 73 clusters Score -1.508121e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127249 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161519 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38712 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8639 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812064.000000 Penalty: 256978.921875
Iteration 262Q: 73 clusters Score -1.508121e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49930 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127250 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15855 members 
Mstep: Class 28 contains 161519 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38711 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8641 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812048.000000 Penalty: 256978.921875
Iteration 263Q: 73 clusters Score -1.50812e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18390 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127250 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7307 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15855 members 
Mstep: Class 28 contains 161519 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38712 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8642 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812032.000000 Penalty: 256978.921875
Iteration 264Q: 73 clusters Score -1.50812e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127249 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161518 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43879 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38711 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8643 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812080.000000 Penalty: 256978.921875
Iteration 265Q: 73 clusters Score -1.508121e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127248 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43879 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38713 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8643 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812064.000000 Penalty: 256978.921875
Iteration 266Q: 73 clusters Score -1.508121e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127248 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38714 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8643 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812080.000000 Penalty: 256978.921875
Iteration 267Q: 73 clusters Score -1.508121e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127248 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38714 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8643 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812080.000000 Penalty: 256978.921875
Iteration 268F: 73 clusters Score -1.508121e+08 nChanged 0
Entering ConstructFrom: 
Score: -150812080.000000 Penalty: 256978.921875
Entering ConstructFrom: 
Trying to split cluster 1 (77141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Entering Unmasked Estep 
Score: -8161135.000000 Penalty: 2790.840820
	Iteration 0F: 2 clusters Score -8161135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -8111167.000000 Penalty: 5581.681641
	Iteration 0F: 3 clusters Score -8111167 nChanged 36232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -8131662.500000 Penalty: 5581.681641
	Iteration 1F: 3 clusters Score -8131662 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -8132234.500000 Penalty: 5581.681641
	Iteration 2Q: 3 clusters Score -8132234 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -8132828.000000 Penalty: 5581.681641
	Iteration 3Q: 3 clusters Score -8132828 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -8133367.500000 Penalty: 5581.681641
	Iteration 4Q: 3 clusters Score -8133368 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -8133983.500000 Penalty: 5581.681641
	Iteration 5Q: 3 clusters Score -8133984 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -8134503.500000 Penalty: 5581.681641
	Iteration 6Q: 3 clusters Score -8134504 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -8135205.000000 Penalty: 5581.681641
	Iteration 7Q: 3 clusters Score -8135205 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -8136077.500000 Penalty: 5581.681641
	Iteration 8Q: 3 clusters Score -8136078 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -8137362.000000 Penalty: 5581.681641
	Iteration 9Q: 3 clusters Score -8137362 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8139362.500000 Penalty: 5581.681641
	Iteration 10Q: 3 clusters Score -8139362 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -8141906.500000 Penalty: 5581.681641
	Iteration 11F: 3 clusters Score -8141906 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -8144418.500000 Penalty: 5581.681641
	Iteration 12F: 3 clusters Score -8144418 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8145907.500000 Penalty: 5581.681641
	Iteration 13Q: 3 clusters Score -8145908 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -8146477.000000 Penalty: 5581.681641
	Iteration 14Q: 3 clusters Score -8146477 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -8146668.000000 Penalty: 5581.681641
	Iteration 15Q: 3 clusters Score -8146668 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -8146759.500000 Penalty: 5581.681641
	Iteration 16Q: 3 clusters Score -8146760 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -8146847.000000 Penalty: 5581.681641
	Iteration 17Q: 3 clusters Score -8146847 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8146900.500000 Penalty: 5581.681641
	Iteration 18Q: 3 clusters Score -8146900 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -8146974.000000 Penalty: 5581.681641
	Iteration 19Q: 3 clusters Score -8146974 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8147078.500000 Penalty: 5581.681641
	Iteration 20F: 3 clusters Score -8147078 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -8147191.000000 Penalty: 5581.681641
	Iteration 21Q: 3 clusters Score -8147191 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8147387.500000 Penalty: 5581.681641
	Iteration 22Q: 3 clusters Score -8147388 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8147568.000000 Penalty: 5581.681641
	Iteration 23Q: 3 clusters Score -8147568 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8147804.000000 Penalty: 5581.681641
	Iteration 24Q: 3 clusters Score -8147804 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8148040.500000 Penalty: 5581.681641
	Iteration 25Q: 3 clusters Score -8148040 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -8148343.500000 Penalty: 5581.681641
	Iteration 26Q: 3 clusters Score -8148344 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -8148748.500000 Penalty: 5581.681641
	Iteration 27Q: 3 clusters Score -8148748 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -8149099.000000 Penalty: 5581.681641
	Iteration 28Q: 3 clusters Score -8149099 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -8149509.500000 Penalty: 5581.681641
	Iteration 29Q: 3 clusters Score -8149510 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -8149935.000000 Penalty: 5581.681641
	Iteration 30Q: 3 clusters Score -8149935 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -8150411.500000 Penalty: 5581.681641
	Iteration 31Q: 3 clusters Score -8150412 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -8150844.500000 Penalty: 5581.681641
	Iteration 32Q: 3 clusters Score -8150844 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -8151259.500000 Penalty: 5581.681641
	Iteration 33Q: 3 clusters Score -8151260 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -8151633.500000 Penalty: 5581.681641
	Iteration 34Q: 3 clusters Score -8151634 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -8151983.000000 Penalty: 5581.681641
	Iteration 35Q: 3 clusters Score -8151983 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -8152353.500000 Penalty: 5581.681641
	Iteration 36Q: 3 clusters Score -8152354 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -8152687.000000 Penalty: 5581.681641
	Iteration 37Q: 3 clusters Score -8152687 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -8153090.500000 Penalty: 5581.681641
	Iteration 38Q: 3 clusters Score -8153090 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -8153598.500000 Penalty: 5581.681641
	Iteration 39Q: 3 clusters Score -8153598 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -8154121.500000 Penalty: 5581.681641
	Iteration 40F: 3 clusters Score -8154122 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -8154610.000000 Penalty: 5581.681641
	Iteration 41Q: 3 clusters Score -8154610 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -8155090.000000 Penalty: 5581.681641
	Iteration 42Q: 3 clusters Score -8155090 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8155528.000000 Penalty: 5581.681641
	Iteration 43Q: 3 clusters Score -8155528 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -8155916.000000 Penalty: 5581.681641
	Iteration 44Q: 3 clusters Score -8155916 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8156232.500000 Penalty: 5581.681641
	Iteration 45Q: 3 clusters Score -8156232 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -8156542.500000 Penalty: 5581.681641
	Iteration 46Q: 3 clusters Score -8156542 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -8156786.000000 Penalty: 5581.681641
	Iteration 47Q: 3 clusters Score -8156786 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -8157036.000000 Penalty: 5581.681641
	Iteration 48Q: 3 clusters Score -8157036 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -8157230.000000 Penalty: 5581.681641
	Iteration 49Q: 3 clusters Score -8157230 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -8157335.500000 Penalty: 5581.681641
	Iteration 50Q: 3 clusters Score -8157336 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -8157468.500000 Penalty: 5581.681641
	Iteration 51Q: 3 clusters Score -8157468 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -8157603.000000 Penalty: 5581.681641
	Iteration 52Q: 3 clusters Score -8157603 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -8157674.000000 Penalty: 5581.681641
	Iteration 53Q: 3 clusters Score -8157674 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -8157772.500000 Penalty: 5581.681641
	Iteration 54Q: 3 clusters Score -8157772 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -8157872.500000 Penalty: 5581.681641
	Iteration 55Q: 3 clusters Score -8157872 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -8157960.000000 Penalty: 5581.681641
	Iteration 56Q: 3 clusters Score -8157960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -8157998.500000 Penalty: 5581.681641
	Iteration 57Q: 3 clusters Score -8157998 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -8158052.000000 Penalty: 5581.681641
	Iteration 58Q: 3 clusters Score -8158052 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
Score: -8158085.000000 Penalty: 5581.681641
	Iteration 59Q: 3 clusters Score -8158085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -8158100.500000 Penalty: 5581.681641
	Iteration 60F: 3 clusters Score -8158100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -8158147.000000 Penalty: 5581.681641
	Iteration 61Q: 3 clusters Score -8158147 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -8158204.500000 Penalty: 5581.681641
	Iteration 62Q: 3 clusters Score -8158204 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -8158228.000000 Penalty: 5581.681641
	Iteration 63Q: 3 clusters Score -8158228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -8158242.000000 Penalty: 5581.681641
	Iteration 64Q: 3 clusters Score -8158242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -8158252.000000 Penalty: 5581.681641
	Iteration 65Q: 3 clusters Score -8158252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -8158279.500000 Penalty: 5581.681641
	Iteration 66Q: 3 clusters Score -8158280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8158275.000000 Penalty: 5581.681641
	Iteration 67Q: 3 clusters Score -8158275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -8158304.000000 Penalty: 5581.681641
	Iteration 68Q: 3 clusters Score -8158304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -8158313.000000 Penalty: 5581.681641
	Iteration 69Q: 3 clusters Score -8158313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -8158341.000000 Penalty: 5581.681641
	Iteration 70Q: 3 clusters Score -8158341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -8158351.500000 Penalty: 5581.681641
	Iteration 71Q: 3 clusters Score -8158352 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -8158358.500000 Penalty: 5581.681641
	Iteration 72Q: 3 clusters Score -8158358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -8158380.000000 Penalty: 5581.681641
	Iteration 73Q: 3 clusters Score -8158380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -8158386.500000 Penalty: 5581.681641
	Iteration 74Q: 3 clusters Score -8158386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -8158408.500000 Penalty: 5581.681641
	Iteration 75Q: 3 clusters Score -8158408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -8158421.500000 Penalty: 5581.681641
	Iteration 76Q: 3 clusters Score -8158422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -8158420.500000 Penalty: 5581.681641
	Iteration 77Q: 3 clusters Score -8158420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -8158410.500000 Penalty: 5581.681641
	Iteration 78Q: 3 clusters Score -8158410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 73649 members 
Entering Unmasked Estep 
Score: -8158395.500000 Penalty: 5581.681641
	Iteration 79Q: 3 clusters Score -8158396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -8158407.500000 Penalty: 5581.681641
	Iteration 80F: 3 clusters Score -8158408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -8158414.000000 Penalty: 5581.681641
	Iteration 81Q: 3 clusters Score -8158414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -8158411.000000 Penalty: 5581.681641
	Iteration 82Q: 3 clusters Score -8158411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -8158420.500000 Penalty: 5581.681641
	Iteration 83Q: 3 clusters Score -8158420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -8158432.500000 Penalty: 5581.681641
	Iteration 84Q: 3 clusters Score -8158432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -8158431.500000 Penalty: 5581.681641
	Iteration 85Q: 3 clusters Score -8158432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -8158441.500000 Penalty: 5581.681641
	Iteration 86Q: 3 clusters Score -8158442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -8158446.500000 Penalty: 5581.681641
	Iteration 87Q: 3 clusters Score -8158446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -8158460.000000 Penalty: 5581.681641
	Iteration 88Q: 3 clusters Score -8158460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -8158457.500000 Penalty: 5581.681641
	Iteration 89Q: 3 clusters Score -8158458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -8158464.000000 Penalty: 5581.681641
	Iteration 90Q: 3 clusters Score -8158464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -8158470.000000 Penalty: 5581.681641
	Iteration 91Q: 3 clusters Score -8158470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -8158474.000000 Penalty: 5581.681641
	Iteration 92Q: 3 clusters Score -8158474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -8158483.000000 Penalty: 5581.681641
	Iteration 93Q: 3 clusters Score -8158483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -8158489.500000 Penalty: 5581.681641
	Iteration 94Q: 3 clusters Score -8158490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -8158499.500000 Penalty: 5581.681641
	Iteration 95Q: 3 clusters Score -8158500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -8158489.500000 Penalty: 5581.681641
	Iteration 96Q: 3 clusters Score -8158490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -8158513.500000 Penalty: 5581.681641
	Iteration 97Q: 3 clusters Score -8158514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -8158510.500000 Penalty: 5581.681641
	Iteration 98Q: 3 clusters Score -8158510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -8158539.500000 Penalty: 5581.681641
	Iteration 99Q: 3 clusters Score -8158540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
Score: -8158546.000000 Penalty: 5581.681641
	Iteration 100F: 3 clusters Score -8158546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -8158537.500000 Penalty: 5581.681641
	Iteration 101Q: 3 clusters Score -8158538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 74408 members 
Entering Unmasked Estep 
Score: -8158558.500000 Penalty: 5581.681641
	Iteration 102Q: 3 clusters Score -8158558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -8158560.500000 Penalty: 5581.681641
	Iteration 103Q: 3 clusters Score -8158560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -8158574.000000 Penalty: 5581.681641
	Iteration 104Q: 3 clusters Score -8158574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -8158566.500000 Penalty: 5581.681641
	Iteration 105Q: 3 clusters Score -8158566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -8158568.500000 Penalty: 5581.681641
	Iteration 106Q: 3 clusters Score -8158568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -8158562.500000 Penalty: 5581.681641
	Iteration 107Q: 3 clusters Score -8158562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -8158566.000000 Penalty: 5581.681641
	Iteration 108Q: 3 clusters Score -8158566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -8158564.000000 Penalty: 5581.681641
	Iteration 109Q: 3 clusters Score -8158564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -8158576.500000 Penalty: 5581.681641
	Iteration 110Q: 3 clusters Score -8158576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -8158572.000000 Penalty: 5581.681641
	Iteration 111Q: 3 clusters Score -8158572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -8158567.500000 Penalty: 5581.681641
	Iteration 112Q: 3 clusters Score -8158568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -8158579.000000 Penalty: 5581.681641
	Iteration 113Q: 3 clusters Score -8158579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -8158584.000000 Penalty: 5581.681641
	Iteration 114Q: 3 clusters Score -8158584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -8158584.500000 Penalty: 5581.681641
	Iteration 115Q: 3 clusters Score -8158584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -8158578.500000 Penalty: 5581.681641
	Iteration 116Q: 3 clusters Score -8158578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -8158589.500000 Penalty: 5581.681641
	Iteration 117Q: 3 clusters Score -8158590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -8158602.500000 Penalty: 5581.681641
	Iteration 118Q: 3 clusters Score -8158602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -8158599.000000 Penalty: 5581.681641
	Iteration 119Q: 3 clusters Score -8158599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -8158615.500000 Penalty: 5581.681641
	Iteration 120F: 3 clusters Score -8158616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -8158614.500000 Penalty: 5581.681641
	Iteration 121Q: 3 clusters Score -8158614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -8158623.000000 Penalty: 5581.681641
	Iteration 122Q: 3 clusters Score -8158623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -8158624.000000 Penalty: 5581.681641
	Iteration 123Q: 3 clusters Score -8158624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -8158627.500000 Penalty: 5581.681641
	Iteration 124Q: 3 clusters Score -8158628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -8158627.500000 Penalty: 5581.681641
	Iteration 125Q: 3 clusters Score -8158628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -8158632.500000 Penalty: 5581.681641
	Iteration 126Q: 3 clusters Score -8158632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -8158624.000000 Penalty: 5581.681641
	Iteration 127Q: 3 clusters Score -8158624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -8158632.000000 Penalty: 5581.681641
	Iteration 128Q: 3 clusters Score -8158632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -8158620.500000 Penalty: 5581.681641
	Iteration 129Q: 3 clusters Score -8158620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -8158629.000000 Penalty: 5581.681641
	Iteration 130Q: 3 clusters Score -8158629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -8158631.000000 Penalty: 5581.681641
	Iteration 131Q: 3 clusters Score -8158631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -8158639.000000 Penalty: 5581.681641
	Iteration 132Q: 3 clusters Score -8158639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -8158634.500000 Penalty: 5581.681641
	Iteration 133Q: 3 clusters Score -8158634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -8158630.000000 Penalty: 5581.681641
	Iteration 134Q: 3 clusters Score -8158630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -8158633.000000 Penalty: 5581.681641
	Iteration 135Q: 3 clusters Score -8158633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -8158634.500000 Penalty: 5581.681641
	Iteration 136Q: 3 clusters Score -8158634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
Score: -8158637.000000 Penalty: 5581.681641
	Iteration 137Q: 3 clusters Score -8158637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -8158631.500000 Penalty: 5581.681641
	Iteration 138Q: 3 clusters Score -8158632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -8158643.000000 Penalty: 5581.681641
	Iteration 139Q: 3 clusters Score -8158643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -8158634.500000 Penalty: 5581.681641
	Iteration 140F: 3 clusters Score -8158634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -8158637.500000 Penalty: 5581.681641
	Iteration 141Q: 3 clusters Score -8158638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -8158634.000000 Penalty: 5581.681641
	Iteration 142Q: 3 clusters Score -8158634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -8158634.000000 Penalty: 5581.681641
	Iteration 143F: 3 clusters Score -8158634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -218889.890625 Penalty: 2033.398926
	Iteration 0F: 2 clusters Score -218889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -215231.687500 Penalty: 4066.797852
	Iteration 0F: 3 clusters Score -215231.7 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -216409.875000 Penalty: 4066.797852
	Iteration 1F: 3 clusters Score -216409.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -217129.500000 Penalty: 4066.797852
	Iteration 2F: 3 clusters Score -217129.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -217880.593750 Penalty: 4066.797852
	Iteration 3F: 3 clusters Score -217880.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -218315.484375 Penalty: 4066.797852
	Iteration 4F: 3 clusters Score -218315.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -218497.750000 Penalty: 4066.797852
	Iteration 5F: 3 clusters Score -218497.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -218590.640625 Penalty: 4066.797852
	Iteration 6Q: 3 clusters Score -218590.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -218636.203125 Penalty: 4066.797852
	Iteration 7Q: 3 clusters Score -218636.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -218676.984375 Penalty: 4066.797852
	Iteration 8Q: 3 clusters Score -218677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -218705.375000 Penalty: 4066.797852
	Iteration 9Q: 3 clusters Score -218705.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -218732.437500 Penalty: 4066.797852
	Iteration 10Q: 3 clusters Score -218732.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -218757.531250 Penalty: 4066.797852
	Iteration 11Q: 3 clusters Score -218757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -218777.609375 Penalty: 4066.797852
	Iteration 12Q: 3 clusters Score -218777.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -218794.937500 Penalty: 4066.797852
	Iteration 13Q: 3 clusters Score -218794.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -218806.296875 Penalty: 4066.797852
	Iteration 14Q: 3 clusters Score -218806.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -218815.187500 Penalty: 4066.797852
	Iteration 15Q: 3 clusters Score -218815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -218821.140625 Penalty: 4066.797852
	Iteration 16Q: 3 clusters Score -218821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -218824.546875 Penalty: 4066.797852
	Iteration 17Q: 3 clusters Score -218824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -218825.562500 Penalty: 4066.797852
	Iteration 18Q: 3 clusters Score -218825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -218826.625000 Penalty: 4066.797852
	Iteration 19Q: 3 clusters Score -218826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -218828.515625 Penalty: 4066.797852
	Iteration 20F: 3 clusters Score -218828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -218828.375000 Penalty: 4066.797852
	Iteration 21Q: 3 clusters Score -218828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -218829.281250 Penalty: 4066.797852
	Iteration 22Q: 3 clusters Score -218829.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -218829.281250 Penalty: 4066.797852
	Iteration 23F: 3 clusters Score -218829.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (128504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Entering Unmasked Estep 
Score: -12733566.000000 Penalty: 2917.401611
	Iteration 0F: 2 clusters Score -1.273357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -12648809.000000 Penalty: 5834.803223
	Iteration 0F: 3 clusters Score -1.264881e+07 nChanged 61216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -12684152.000000 Penalty: 5834.803223
	Iteration 1F: 3 clusters Score -1.268415e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -12685513.000000 Penalty: 5834.803223
	Iteration 2Q: 3 clusters Score -1.268551e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -12687175.000000 Penalty: 5834.803223
	Iteration 3Q: 3 clusters Score -1.268718e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -12689590.000000 Penalty: 5834.803223
	Iteration 4Q: 3 clusters Score -1.268959e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -12692766.000000 Penalty: 5834.803223
	Iteration 5Q: 3 clusters Score -1.269277e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -12696878.000000 Penalty: 5834.803223
	Iteration 6F: 3 clusters Score -1.269688e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -12701292.000000 Penalty: 5834.803223
	Iteration 7F: 3 clusters Score -1.270129e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -12706071.000000 Penalty: 5834.803223
	Iteration 8F: 3 clusters Score -1.270607e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -12709986.000000 Penalty: 5834.803223
	Iteration 9F: 3 clusters Score -1.270999e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -12712443.000000 Penalty: 5834.803223
	Iteration 10Q: 3 clusters Score -1.271244e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -12713782.000000 Penalty: 5834.803223
	Iteration 11Q: 3 clusters Score -1.271378e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -12714403.000000 Penalty: 5834.803223
	Iteration 12Q: 3 clusters Score -1.27144e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -12714809.000000 Penalty: 5834.803223
	Iteration 13Q: 3 clusters Score -1.271481e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -12715001.000000 Penalty: 5834.803223
	Iteration 14Q: 3 clusters Score -1.2715e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -12715079.000000 Penalty: 5834.803223
	Iteration 15Q: 3 clusters Score -1.271508e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -12715174.000000 Penalty: 5834.803223
	Iteration 16Q: 3 clusters Score -1.271517e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -12715364.000000 Penalty: 5834.803223
	Iteration 17Q: 3 clusters Score -1.271536e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -12715527.000000 Penalty: 5834.803223
	Iteration 18Q: 3 clusters Score -1.271553e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -12715675.000000 Penalty: 5834.803223
	Iteration 19Q: 3 clusters Score -1.271568e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -12715711.000000 Penalty: 5834.803223
	Iteration 20F: 3 clusters Score -1.271571e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -12715798.000000 Penalty: 5834.803223
	Iteration 21Q: 3 clusters Score -1.27158e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -12715939.000000 Penalty: 5834.803223
	Iteration 22Q: 3 clusters Score -1.271594e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -12716033.000000 Penalty: 5834.803223
	Iteration 23Q: 3 clusters Score -1.271603e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -12716100.000000 Penalty: 5834.803223
	Iteration 24Q: 3 clusters Score -1.27161e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -12716276.000000 Penalty: 5834.803223
	Iteration 25Q: 3 clusters Score -1.271628e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -12716437.000000 Penalty: 5834.803223
	Iteration 26Q: 3 clusters Score -1.271644e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -12716483.000000 Penalty: 5834.803223
	Iteration 27Q: 3 clusters Score -1.271648e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -12716542.000000 Penalty: 5834.803223
	Iteration 28Q: 3 clusters Score -1.271654e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -12716673.000000 Penalty: 5834.803223
	Iteration 29Q: 3 clusters Score -1.271667e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -12716809.000000 Penalty: 5834.803223
	Iteration 30Q: 3 clusters Score -1.271681e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -12716929.000000 Penalty: 5834.803223
	Iteration 31Q: 3 clusters Score -1.271693e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -12717066.000000 Penalty: 5834.803223
	Iteration 32Q: 3 clusters Score -1.271707e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -12717255.000000 Penalty: 5834.803223
	Iteration 33Q: 3 clusters Score -1.271726e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -12717421.000000 Penalty: 5834.803223
	Iteration 34Q: 3 clusters Score -1.271742e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -12717581.000000 Penalty: 5834.803223
	Iteration 35Q: 3 clusters Score -1.271758e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -12717727.000000 Penalty: 5834.803223
	Iteration 36Q: 3 clusters Score -1.271773e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -12717866.000000 Penalty: 5834.803223
	Iteration 37Q: 3 clusters Score -1.271787e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -12718061.000000 Penalty: 5834.803223
	Iteration 38Q: 3 clusters Score -1.271806e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -12718240.000000 Penalty: 5834.803223
	Iteration 39Q: 3 clusters Score -1.271824e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -12718377.000000 Penalty: 5834.803223
	Iteration 40F: 3 clusters Score -1.271838e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -12718534.000000 Penalty: 5834.803223
	Iteration 41Q: 3 clusters Score -1.271853e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -12718737.000000 Penalty: 5834.803223
	Iteration 42Q: 3 clusters Score -1.271874e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -12718933.000000 Penalty: 5834.803223
	Iteration 43Q: 3 clusters Score -1.271893e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -12719178.000000 Penalty: 5834.803223
	Iteration 44Q: 3 clusters Score -1.271918e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -12719407.000000 Penalty: 5834.803223
	Iteration 45Q: 3 clusters Score -1.271941e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -12719669.000000 Penalty: 5834.803223
	Iteration 46Q: 3 clusters Score -1.271967e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -12720052.000000 Penalty: 5834.803223
	Iteration 47Q: 3 clusters Score -1.272005e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -12720390.000000 Penalty: 5834.803223
	Iteration 48Q: 3 clusters Score -1.272039e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -12720807.000000 Penalty: 5834.803223
	Iteration 49Q: 3 clusters Score -1.272081e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -12721205.000000 Penalty: 5834.803223
	Iteration 50Q: 3 clusters Score -1.27212e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107673 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -12721675.000000 Penalty: 5834.803223
	Iteration 51Q: 3 clusters Score -1.272168e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -12722116.000000 Penalty: 5834.803223
	Iteration 52Q: 3 clusters Score -1.272212e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -12722668.000000 Penalty: 5834.803223
	Iteration 53Q: 3 clusters Score -1.272267e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112061 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -12723251.000000 Penalty: 5834.803223
	Iteration 54Q: 3 clusters Score -1.272325e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113582 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -12723816.000000 Penalty: 5834.803223
	Iteration 55Q: 3 clusters Score -1.272382e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -12724514.000000 Penalty: 5834.803223
	Iteration 56Q: 3 clusters Score -1.272451e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116643 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -12725230.000000 Penalty: 5834.803223
	Iteration 57Q: 3 clusters Score -1.272523e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -12725910.000000 Penalty: 5834.803223
	Iteration 58Q: 3 clusters Score -1.272591e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119529 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -12726587.000000 Penalty: 5834.803223
	Iteration 59Q: 3 clusters Score -1.272659e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -12727178.000000 Penalty: 5834.803223
	Iteration 60F: 3 clusters Score -1.272718e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -12727880.000000 Penalty: 5834.803223
	Iteration 61Q: 3 clusters Score -1.272788e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -12728546.000000 Penalty: 5834.803223
	Iteration 62Q: 3 clusters Score -1.272855e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -12729084.000000 Penalty: 5834.803223
	Iteration 63Q: 3 clusters Score -1.272908e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -12729608.000000 Penalty: 5834.803223
	Iteration 64Q: 3 clusters Score -1.272961e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -12729913.000000 Penalty: 5834.803223
	Iteration 65Q: 3 clusters Score -1.272991e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126302 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -12730216.000000 Penalty: 5834.803223
	Iteration 66Q: 3 clusters Score -1.273022e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126700 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -12730403.000000 Penalty: 5834.803223
	Iteration 67Q: 3 clusters Score -1.27304e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12730572.000000 Penalty: 5834.803223
	Iteration 68Q: 3 clusters Score -1.273057e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127185 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12730693.000000 Penalty: 5834.803223
	Iteration 69Q: 3 clusters Score -1.273069e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -12730792.000000 Penalty: 5834.803223
	Iteration 70Q: 3 clusters Score -1.273079e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12730855.000000 Penalty: 5834.803223
	Iteration 71Q: 3 clusters Score -1.273086e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12730891.000000 Penalty: 5834.803223
	Iteration 72Q: 3 clusters Score -1.273089e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12730935.000000 Penalty: 5834.803223
	Iteration 73Q: 3 clusters Score -1.273094e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12730970.000000 Penalty: 5834.803223
	Iteration 74Q: 3 clusters Score -1.273097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12730979.000000 Penalty: 5834.803223
	Iteration 75Q: 3 clusters Score -1.273098e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12730990.000000 Penalty: 5834.803223
	Iteration 76Q: 3 clusters Score -1.273099e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127729 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12730996.000000 Penalty: 5834.803223
	Iteration 77Q: 3 clusters Score -1.2731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12731015.000000 Penalty: 5834.803223
	Iteration 78Q: 3 clusters Score -1.273102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12731015.000000 Penalty: 5834.803223
	Iteration 79Q: 3 clusters Score -1.273102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127768 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12731023.000000 Penalty: 5834.803223
	Iteration 80F: 3 clusters Score -1.273102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127775 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -12731019.000000 Penalty: 5834.803223
	Iteration 81Q: 3 clusters Score -1.273102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12731042.000000 Penalty: 5834.803223
	Iteration 82Q: 3 clusters Score -1.273104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127797 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12731026.000000 Penalty: 5834.803223
	Iteration 83Q: 3 clusters Score -1.273103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127806 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12731041.000000 Penalty: 5834.803223
	Iteration 84Q: 3 clusters Score -1.273104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12731048.000000 Penalty: 5834.803223
	Iteration 85Q: 3 clusters Score -1.273105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12731057.000000 Penalty: 5834.803223
	Iteration 86Q: 3 clusters Score -1.273106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12731057.000000 Penalty: 5834.803223
	Iteration 87F: 3 clusters Score -1.273106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -486477.562500 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -486477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -481481.625000 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -481481.6 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -482701.125000 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -482701.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -482898.437500 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -482898.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -483007.812500 Penalty: 4292.640625
	Iteration 3Q: 3 clusters Score -483007.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -483077.250000 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -483077.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -483129.250000 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -483129.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -483167.718750 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -483167.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -483201.031250 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -483201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -483226.843750 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -483226.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -483254.218750 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -483254.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -483280.125000 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -483280.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -483318.312500 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -483318.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -483348.031250 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -483348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -483370.437500 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -483370.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -483388.468750 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -483388.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -483408.281250 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -483408.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -483429.718750 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -483429.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -483446.843750 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -483446.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -483467.968750 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -483468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -483490.156250 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -483490.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -483516.062500 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -483516.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -483541.718750 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -483541.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -483568.218750 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -483568.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -483591.875000 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -483591.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -483612.500000 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -483612.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -483636.375000 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -483636.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -483667.343750 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -483667.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -483703.031250 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -483703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -483739.468750 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -483739.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -483799.656250 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -483799.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -483867.843750 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -483867.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -483938.125000 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -483938.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -484001.406250 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -484001.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -484064.687500 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -484064.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -484132.656250 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -484132.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -484188.468750 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -484188.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -484244.968750 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -484245 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -484284.937500 Penalty: 4292.640625
	Iteration 37Q: 3 clusters Score -484284.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -484319.125000 Penalty: 4292.640625
	Iteration 38Q: 3 clusters Score -484319.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -484352.312500 Penalty: 4292.640625
	Iteration 39Q: 3 clusters Score -484352.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -484389.125000 Penalty: 4292.640625
	Iteration 40F: 3 clusters Score -484389.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -484423.718750 Penalty: 4292.640625
	Iteration 41Q: 3 clusters Score -484423.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -484452.218750 Penalty: 4292.640625
	Iteration 42Q: 3 clusters Score -484452.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -484482.906250 Penalty: 4292.640625
	Iteration 43Q: 3 clusters Score -484482.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -484508.531250 Penalty: 4292.640625
	Iteration 44Q: 3 clusters Score -484508.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -484519.437500 Penalty: 4292.640625
	Iteration 45Q: 3 clusters Score -484519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -484522.718750 Penalty: 4292.640625
	Iteration 46Q: 3 clusters Score -484522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -484526.656250 Penalty: 4292.640625
	Iteration 47Q: 3 clusters Score -484526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -484531.281250 Penalty: 4292.640625
	Iteration 48Q: 3 clusters Score -484531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -484532.937500 Penalty: 4292.640625
	Iteration 49Q: 3 clusters Score -484532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -484535.843750 Penalty: 4292.640625
	Iteration 50Q: 3 clusters Score -484535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -484536.562500 Penalty: 4292.640625
	Iteration 51Q: 3 clusters Score -484536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -484537.937500 Penalty: 4292.640625
	Iteration 52Q: 3 clusters Score -484537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -484539.718750 Penalty: 4292.640625
	Iteration 53Q: 3 clusters Score -484539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -484540.843750 Penalty: 4292.640625
	Iteration 54Q: 3 clusters Score -484540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -484542.031250 Penalty: 4292.640625
	Iteration 55Q: 3 clusters Score -484542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -484544.406250 Penalty: 4292.640625
	Iteration 56Q: 3 clusters Score -484544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -484545.156250 Penalty: 4292.640625
	Iteration 57Q: 3 clusters Score -484545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -484546.562500 Penalty: 4292.640625
	Iteration 58Q: 3 clusters Score -484546.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -484546.562500 Penalty: 4292.640625
	Iteration 59F: 3 clusters Score -484546.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Entering Unmasked Estep 
Score: -1339200.125000 Penalty: 2415.570557
	Iteration 0F: 2 clusters Score -1339200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1326923.375000 Penalty: 4831.141113
	Iteration 0F: 3 clusters Score -1326923 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1330965.625000 Penalty: 4831.141113
	Iteration 1F: 3 clusters Score -1330966 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1331410.125000 Penalty: 4831.141113
	Iteration 2F: 3 clusters Score -1331410 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1331891.000000 Penalty: 4831.141113
	Iteration 3F: 3 clusters Score -1331891 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1332477.500000 Penalty: 4831.141113
	Iteration 4F: 3 clusters Score -1332478 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1333172.500000 Penalty: 4831.141113
	Iteration 5F: 3 clusters Score -1333172 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1333961.125000 Penalty: 4831.141113
	Iteration 6F: 3 clusters Score -1333961 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1334720.875000 Penalty: 4831.141113
	Iteration 7F: 3 clusters Score -1334721 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1335415.250000 Penalty: 4831.141113
	Iteration 8F: 3 clusters Score -1335415 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1335938.250000 Penalty: 4831.141113
	Iteration 9Q: 3 clusters Score -1335938 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1336315.500000 Penalty: 4831.141113
	Iteration 10Q: 3 clusters Score -1336316 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1336587.625000 Penalty: 4831.141113
	Iteration 11Q: 3 clusters Score -1336588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1336796.375000 Penalty: 4831.141113
	Iteration 12Q: 3 clusters Score -1336796 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1336955.625000 Penalty: 4831.141113
	Iteration 13Q: 3 clusters Score -1336956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1337061.625000 Penalty: 4831.141113
	Iteration 14Q: 3 clusters Score -1337062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1337143.125000 Penalty: 4831.141113
	Iteration 15Q: 3 clusters Score -1337143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1337217.000000 Penalty: 4831.141113
	Iteration 16Q: 3 clusters Score -1337217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1337284.375000 Penalty: 4831.141113
	Iteration 17Q: 3 clusters Score -1337284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1337334.500000 Penalty: 4831.141113
	Iteration 18Q: 3 clusters Score -1337334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1337376.000000 Penalty: 4831.141113
	Iteration 19Q: 3 clusters Score -1337376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1337413.875000 Penalty: 4831.141113
	Iteration 20F: 3 clusters Score -1337414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1337441.625000 Penalty: 4831.141113
	Iteration 21Q: 3 clusters Score -1337442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1337461.750000 Penalty: 4831.141113
	Iteration 22Q: 3 clusters Score -1337462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1337479.625000 Penalty: 4831.141113
	Iteration 23Q: 3 clusters Score -1337480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1337491.250000 Penalty: 4831.141113
	Iteration 24Q: 3 clusters Score -1337491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1337511.250000 Penalty: 4831.141113
	Iteration 25Q: 3 clusters Score -1337511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1337521.500000 Penalty: 4831.141113
	Iteration 26Q: 3 clusters Score -1337522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1337539.125000 Penalty: 4831.141113
	Iteration 27Q: 3 clusters Score -1337539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1337552.250000 Penalty: 4831.141113
	Iteration 28Q: 3 clusters Score -1337552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1337563.875000 Penalty: 4831.141113
	Iteration 29Q: 3 clusters Score -1337564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1337570.000000 Penalty: 4831.141113
	Iteration 30Q: 3 clusters Score -1337570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1337581.625000 Penalty: 4831.141113
	Iteration 31Q: 3 clusters Score -1337582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1337586.125000 Penalty: 4831.141113
	Iteration 32Q: 3 clusters Score -1337586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1337587.125000 Penalty: 4831.141113
	Iteration 33Q: 3 clusters Score -1337587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1337588.500000 Penalty: 4831.141113
	Iteration 34Q: 3 clusters Score -1337588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1337588.500000 Penalty: 4831.141113
	Iteration 35F: 3 clusters Score -1337588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2057409.625000 Penalty: 2467.822266
	Iteration 0F: 2 clusters Score -2057410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2042724.000000 Penalty: 4935.644531
	Iteration 0F: 3 clusters Score -2042724 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2047660.500000 Penalty: 4935.644531
	Iteration 1F: 3 clusters Score -2047660 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2048297.250000 Penalty: 4935.644531
	Iteration 2F: 3 clusters Score -2048297 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2049077.000000 Penalty: 4935.644531
	Iteration 3F: 3 clusters Score -2049077 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2050039.125000 Penalty: 4935.644531
	Iteration 4F: 3 clusters Score -2050039 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2050996.125000 Penalty: 4935.644531
	Iteration 5F: 3 clusters Score -2050996 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2051764.250000 Penalty: 4935.644531
	Iteration 6F: 3 clusters Score -2051764 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2052344.375000 Penalty: 4935.644531
	Iteration 7F: 3 clusters Score -2052344 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2052786.750000 Penalty: 4935.644531
	Iteration 8Q: 3 clusters Score -2052787 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2053163.750000 Penalty: 4935.644531
	Iteration 9Q: 3 clusters Score -2053164 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2053498.125000 Penalty: 4935.644531
	Iteration 10Q: 3 clusters Score -2053498 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2053765.125000 Penalty: 4935.644531
	Iteration 11Q: 3 clusters Score -2053765 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2053958.250000 Penalty: 4935.644531
	Iteration 12Q: 3 clusters Score -2053958 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2054071.625000 Penalty: 4935.644531
	Iteration 13Q: 3 clusters Score -2054072 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2054153.500000 Penalty: 4935.644531
	Iteration 14Q: 3 clusters Score -2054154 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2054213.750000 Penalty: 4935.644531
	Iteration 15Q: 3 clusters Score -2054214 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2054249.875000 Penalty: 4935.644531
	Iteration 16Q: 3 clusters Score -2054250 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2054278.875000 Penalty: 4935.644531
	Iteration 17Q: 3 clusters Score -2054279 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2054306.875000 Penalty: 4935.644531
	Iteration 18Q: 3 clusters Score -2054307 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2054321.250000 Penalty: 4935.644531
	Iteration 19Q: 3 clusters Score -2054321 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2054332.000000 Penalty: 4935.644531
	Iteration 20F: 3 clusters Score -2054332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2054356.125000 Penalty: 4935.644531
	Iteration 21Q: 3 clusters Score -2054356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2054363.875000 Penalty: 4935.644531
	Iteration 22Q: 3 clusters Score -2054364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2054379.625000 Penalty: 4935.644531
	Iteration 23Q: 3 clusters Score -2054380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2054391.750000 Penalty: 4935.644531
	Iteration 24Q: 3 clusters Score -2054392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2054391.750000 Penalty: 4935.644531
	Iteration 25Q: 3 clusters Score -2054392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2054402.500000 Penalty: 4935.644531
	Iteration 26Q: 3 clusters Score -2054402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2054410.000000 Penalty: 4935.644531
	Iteration 27Q: 3 clusters Score -2054410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2054422.000000 Penalty: 4935.644531
	Iteration 28Q: 3 clusters Score -2054422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2054429.500000 Penalty: 4935.644531
	Iteration 29Q: 3 clusters Score -2054430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2054432.375000 Penalty: 4935.644531
	Iteration 30Q: 3 clusters Score -2054432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2054438.375000 Penalty: 4935.644531
	Iteration 31Q: 3 clusters Score -2054438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2054441.125000 Penalty: 4935.644531
	Iteration 32Q: 3 clusters Score -2054441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2054454.000000 Penalty: 4935.644531
	Iteration 33Q: 3 clusters Score -2054454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2054465.875000 Penalty: 4935.644531
	Iteration 34Q: 3 clusters Score -2054466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2054474.250000 Penalty: 4935.644531
	Iteration 35Q: 3 clusters Score -2054474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2054485.750000 Penalty: 4935.644531
	Iteration 36Q: 3 clusters Score -2054486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2054491.750000 Penalty: 4935.644531
	Iteration 37Q: 3 clusters Score -2054492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2054494.625000 Penalty: 4935.644531
	Iteration 38Q: 3 clusters Score -2054495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2054504.875000 Penalty: 4935.644531
	Iteration 39Q: 3 clusters Score -2054505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2054513.625000 Penalty: 4935.644531
	Iteration 40F: 3 clusters Score -2054514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2054518.000000 Penalty: 4935.644531
	Iteration 41Q: 3 clusters Score -2054518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2054530.750000 Penalty: 4935.644531
	Iteration 42Q: 3 clusters Score -2054531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2054543.000000 Penalty: 4935.644531
	Iteration 43Q: 3 clusters Score -2054543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2054558.250000 Penalty: 4935.644531
	Iteration 44Q: 3 clusters Score -2054558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2054582.875000 Penalty: 4935.644531
	Iteration 45Q: 3 clusters Score -2054583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2054602.500000 Penalty: 4935.644531
	Iteration 46Q: 3 clusters Score -2054602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2054617.250000 Penalty: 4935.644531
	Iteration 47Q: 3 clusters Score -2054617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2054655.375000 Penalty: 4935.644531
	Iteration 48Q: 3 clusters Score -2054655 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2054685.500000 Penalty: 4935.644531
	Iteration 49Q: 3 clusters Score -2054686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2054718.000000 Penalty: 4935.644531
	Iteration 50Q: 3 clusters Score -2054718 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2054768.000000 Penalty: 4935.644531
	Iteration 51Q: 3 clusters Score -2054768 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2054832.375000 Penalty: 4935.644531
	Iteration 52Q: 3 clusters Score -2054832 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2054899.125000 Penalty: 4935.644531
	Iteration 53Q: 3 clusters Score -2054899 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2054987.125000 Penalty: 4935.644531
	Iteration 54Q: 3 clusters Score -2054987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2055062.625000 Penalty: 4935.644531
	Iteration 55Q: 3 clusters Score -2055063 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2055160.875000 Penalty: 4935.644531
	Iteration 56Q: 3 clusters Score -2055161 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2055234.875000 Penalty: 4935.644531
	Iteration 57Q: 3 clusters Score -2055235 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2055306.125000 Penalty: 4935.644531
	Iteration 58Q: 3 clusters Score -2055306 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2055382.375000 Penalty: 4935.644531
	Iteration 59Q: 3 clusters Score -2055382 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2055462.500000 Penalty: 4935.644531
	Iteration 60F: 3 clusters Score -2055462 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2055528.000000 Penalty: 4935.644531
	Iteration 61Q: 3 clusters Score -2055528 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2055610.375000 Penalty: 4935.644531
	Iteration 62Q: 3 clusters Score -2055610 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2055677.875000 Penalty: 4935.644531
	Iteration 63Q: 3 clusters Score -2055678 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2055752.000000 Penalty: 4935.644531
	Iteration 64Q: 3 clusters Score -2055752 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2055837.000000 Penalty: 4935.644531
	Iteration 65Q: 3 clusters Score -2055837 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2055901.000000 Penalty: 4935.644531
	Iteration 66Q: 3 clusters Score -2055901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2055950.625000 Penalty: 4935.644531
	Iteration 67Q: 3 clusters Score -2055951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2055993.875000 Penalty: 4935.644531
	Iteration 68Q: 3 clusters Score -2055994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2056037.500000 Penalty: 4935.644531
	Iteration 69Q: 3 clusters Score -2056038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2056072.125000 Penalty: 4935.644531
	Iteration 70Q: 3 clusters Score -2056072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2056100.375000 Penalty: 4935.644531
	Iteration 71Q: 3 clusters Score -2056100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2056125.375000 Penalty: 4935.644531
	Iteration 72Q: 3 clusters Score -2056125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2056141.250000 Penalty: 4935.644531
	Iteration 73Q: 3 clusters Score -2056141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2056168.250000 Penalty: 4935.644531
	Iteration 74Q: 3 clusters Score -2056168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2056194.750000 Penalty: 4935.644531
	Iteration 75Q: 3 clusters Score -2056195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2056210.750000 Penalty: 4935.644531
	Iteration 76Q: 3 clusters Score -2056211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2056226.750000 Penalty: 4935.644531
	Iteration 77Q: 3 clusters Score -2056227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2056248.875000 Penalty: 4935.644531
	Iteration 78Q: 3 clusters Score -2056249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2056272.500000 Penalty: 4935.644531
	Iteration 79Q: 3 clusters Score -2056272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2056290.750000 Penalty: 4935.644531
	Iteration 80F: 3 clusters Score -2056291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2056307.875000 Penalty: 4935.644531
	Iteration 81Q: 3 clusters Score -2056308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2056315.875000 Penalty: 4935.644531
	Iteration 82Q: 3 clusters Score -2056316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2056326.875000 Penalty: 4935.644531
	Iteration 83Q: 3 clusters Score -2056327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2056331.500000 Penalty: 4935.644531
	Iteration 84Q: 3 clusters Score -2056332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2056337.875000 Penalty: 4935.644531
	Iteration 85Q: 3 clusters Score -2056338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2056341.125000 Penalty: 4935.644531
	Iteration 86Q: 3 clusters Score -2056341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2056342.750000 Penalty: 4935.644531
	Iteration 87Q: 3 clusters Score -2056343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2056345.250000 Penalty: 4935.644531
	Iteration 88Q: 3 clusters Score -2056345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2056345.625000 Penalty: 4935.644531
	Iteration 89Q: 3 clusters Score -2056346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2056347.375000 Penalty: 4935.644531
	Iteration 90Q: 3 clusters Score -2056347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2056351.500000 Penalty: 4935.644531
	Iteration 91Q: 3 clusters Score -2056352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2056354.500000 Penalty: 4935.644531
	Iteration 92Q: 3 clusters Score -2056354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2056354.000000 Penalty: 4935.644531
	Iteration 93Q: 3 clusters Score -2056354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2056358.375000 Penalty: 4935.644531
	Iteration 94Q: 3 clusters Score -2056358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2056366.875000 Penalty: 4935.644531
	Iteration 95Q: 3 clusters Score -2056367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2056366.125000 Penalty: 4935.644531
	Iteration 96Q: 3 clusters Score -2056366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2056368.875000 Penalty: 4935.644531
	Iteration 97Q: 3 clusters Score -2056369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2056369.875000 Penalty: 4935.644531
	Iteration 98Q: 3 clusters Score -2056370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2056369.750000 Penalty: 4935.644531
	Iteration 99Q: 3 clusters Score -2056370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2056372.000000 Penalty: 4935.644531
	Iteration 100F: 3 clusters Score -2056372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2056372.875000 Penalty: 4935.644531
	Iteration 101Q: 3 clusters Score -2056373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2056374.750000 Penalty: 4935.644531
	Iteration 102Q: 3 clusters Score -2056375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2056374.750000 Penalty: 4935.644531
	Iteration 103F: 3 clusters Score -2056375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Entering Unmasked Estep 
Score: -1496685.750000 Penalty: 2437.159180
	Iteration 0F: 2 clusters Score -1496686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1483641.750000 Penalty: 4874.318359
	Iteration 0F: 3 clusters Score -1483642 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1487845.750000 Penalty: 4874.318359
	Iteration 1F: 3 clusters Score -1487846 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1488374.875000 Penalty: 4874.318359
	Iteration 2F: 3 clusters Score -1488375 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1489065.000000 Penalty: 4874.318359
	Iteration 3F: 3 clusters Score -1489065 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1489944.500000 Penalty: 4874.318359
	Iteration 4F: 3 clusters Score -1489944 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1490944.750000 Penalty: 4874.318359
	Iteration 5F: 3 clusters Score -1490945 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1491884.250000 Penalty: 4874.318359
	Iteration 6F: 3 clusters Score -1491884 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1492574.375000 Penalty: 4874.318359
	Iteration 7F: 3 clusters Score -1492574 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1493038.000000 Penalty: 4874.318359
	Iteration 8Q: 3 clusters Score -1493038 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1493331.875000 Penalty: 4874.318359
	Iteration 9Q: 3 clusters Score -1493332 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1493548.625000 Penalty: 4874.318359
	Iteration 10Q: 3 clusters Score -1493549 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1493679.500000 Penalty: 4874.318359
	Iteration 11Q: 3 clusters Score -1493680 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1493786.750000 Penalty: 4874.318359
	Iteration 12Q: 3 clusters Score -1493787 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1493882.125000 Penalty: 4874.318359
	Iteration 13Q: 3 clusters Score -1493882 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1493962.125000 Penalty: 4874.318359
	Iteration 14Q: 3 clusters Score -1493962 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1494021.500000 Penalty: 4874.318359
	Iteration 15Q: 3 clusters Score -1494022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1494087.750000 Penalty: 4874.318359
	Iteration 16Q: 3 clusters Score -1494088 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1494151.000000 Penalty: 4874.318359
	Iteration 17Q: 3 clusters Score -1494151 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1494206.375000 Penalty: 4874.318359
	Iteration 18Q: 3 clusters Score -1494206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1494258.375000 Penalty: 4874.318359
	Iteration 19Q: 3 clusters Score -1494258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1494294.500000 Penalty: 4874.318359
	Iteration 20F: 3 clusters Score -1494294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1494333.375000 Penalty: 4874.318359
	Iteration 21Q: 3 clusters Score -1494333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1494365.250000 Penalty: 4874.318359
	Iteration 22Q: 3 clusters Score -1494365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1494403.375000 Penalty: 4874.318359
	Iteration 23Q: 3 clusters Score -1494403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1494436.000000 Penalty: 4874.318359
	Iteration 24Q: 3 clusters Score -1494436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1494472.500000 Penalty: 4874.318359
	Iteration 25Q: 3 clusters Score -1494472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1494499.500000 Penalty: 4874.318359
	Iteration 26Q: 3 clusters Score -1494500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1494520.875000 Penalty: 4874.318359
	Iteration 27Q: 3 clusters Score -1494521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1494542.000000 Penalty: 4874.318359
	Iteration 28Q: 3 clusters Score -1494542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1494555.125000 Penalty: 4874.318359
	Iteration 29Q: 3 clusters Score -1494555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1494565.125000 Penalty: 4874.318359
	Iteration 30Q: 3 clusters Score -1494565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1494573.625000 Penalty: 4874.318359
	Iteration 31Q: 3 clusters Score -1494574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1494580.500000 Penalty: 4874.318359
	Iteration 32Q: 3 clusters Score -1494580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1494589.500000 Penalty: 4874.318359
	Iteration 33Q: 3 clusters Score -1494590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1494596.375000 Penalty: 4874.318359
	Iteration 34Q: 3 clusters Score -1494596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1494601.250000 Penalty: 4874.318359
	Iteration 35Q: 3 clusters Score -1494601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1494604.250000 Penalty: 4874.318359
	Iteration 36Q: 3 clusters Score -1494604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1494606.375000 Penalty: 4874.318359
	Iteration 37Q: 3 clusters Score -1494606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1494607.750000 Penalty: 4874.318359
	Iteration 38Q: 3 clusters Score -1494608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1494610.125000 Penalty: 4874.318359
	Iteration 39Q: 3 clusters Score -1494610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1494613.250000 Penalty: 4874.318359
	Iteration 40F: 3 clusters Score -1494613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1494612.500000 Penalty: 4874.318359
	Iteration 41Q: 3 clusters Score -1494612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1494614.000000 Penalty: 4874.318359
	Iteration 42Q: 3 clusters Score -1494614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1494613.000000 Penalty: 4874.318359
	Iteration 43Q: 3 clusters Score -1494613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1494611.625000 Penalty: 4874.318359
	Iteration 44Q: 3 clusters Score -1494612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1494612.625000 Penalty: 4874.318359
	Iteration 45Q: 3 clusters Score -1494613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1494612.750000 Penalty: 4874.318359
	Iteration 46Q: 3 clusters Score -1494613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1494616.375000 Penalty: 4874.318359
	Iteration 47Q: 3 clusters Score -1494616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1494619.125000 Penalty: 4874.318359
	Iteration 48Q: 3 clusters Score -1494619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1494624.750000 Penalty: 4874.318359
	Iteration 49Q: 3 clusters Score -1494625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1494626.500000 Penalty: 4874.318359
	Iteration 50Q: 3 clusters Score -1494626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1494625.875000 Penalty: 4874.318359
	Iteration 51Q: 3 clusters Score -1494626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1494627.500000 Penalty: 4874.318359
	Iteration 52Q: 3 clusters Score -1494628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1494632.750000 Penalty: 4874.318359
	Iteration 53Q: 3 clusters Score -1494633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1494632.000000 Penalty: 4874.318359
	Iteration 54Q: 3 clusters Score -1494632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1494636.125000 Penalty: 4874.318359
	Iteration 55Q: 3 clusters Score -1494636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1494639.375000 Penalty: 4874.318359
	Iteration 56Q: 3 clusters Score -1494639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1494638.250000 Penalty: 4874.318359
	Iteration 57Q: 3 clusters Score -1494638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1494639.250000 Penalty: 4874.318359
	Iteration 58Q: 3 clusters Score -1494639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1494638.875000 Penalty: 4874.318359
	Iteration 59Q: 3 clusters Score -1494639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1494638.500000 Penalty: 4874.318359
	Iteration 60F: 3 clusters Score -1494638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1494639.000000 Penalty: 4874.318359
	Iteration 61Q: 3 clusters Score -1494639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1494641.625000 Penalty: 4874.318359
	Iteration 62Q: 3 clusters Score -1494642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1494642.500000 Penalty: 4874.318359
	Iteration 63Q: 3 clusters Score -1494642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1494642.000000 Penalty: 4874.318359
	Iteration 64Q: 3 clusters Score -1494642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1494644.375000 Penalty: 4874.318359
	Iteration 65Q: 3 clusters Score -1494644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1494646.875000 Penalty: 4874.318359
	Iteration 66Q: 3 clusters Score -1494647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1494645.875000 Penalty: 4874.318359
	Iteration 67Q: 3 clusters Score -1494646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1494647.375000 Penalty: 4874.318359
	Iteration 68Q: 3 clusters Score -1494647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1494646.625000 Penalty: 4874.318359
	Iteration 69Q: 3 clusters Score -1494647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1494647.000000 Penalty: 4874.318359
	Iteration 70Q: 3 clusters Score -1494647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1494645.250000 Penalty: 4874.318359
	Iteration 71Q: 3 clusters Score -1494645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1494645.875000 Penalty: 4874.318359
	Iteration 72Q: 3 clusters Score -1494646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1494645.875000 Penalty: 4874.318359
	Iteration 73F: 3 clusters Score -1494646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Entering Unmasked Estep 
Score: -11564789.000000 Penalty: 2873.977051
	Iteration 0F: 2 clusters Score -1.156479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -11498371.000000 Penalty: 5747.954102
	Iteration 0F: 3 clusters Score -1.149837e+07 nChanged 51000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -11527421.000000 Penalty: 5747.954102
	Iteration 1F: 3 clusters Score -1.152742e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -11528328.000000 Penalty: 5747.954102
	Iteration 2Q: 3 clusters Score -1.152833e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -11529354.000000 Penalty: 5747.954102
	Iteration 3Q: 3 clusters Score -1.152935e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -11530719.000000 Penalty: 5747.954102
	Iteration 4Q: 3 clusters Score -1.153072e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -11532709.000000 Penalty: 5747.954102
	Iteration 5Q: 3 clusters Score -1.153271e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -11535783.000000 Penalty: 5747.954102
	Iteration 6F: 3 clusters Score -1.153578e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -11540073.000000 Penalty: 5747.954102
	Iteration 7F: 3 clusters Score -1.154007e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -11545136.000000 Penalty: 5747.954102
	Iteration 8F: 3 clusters Score -1.154514e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -11550065.000000 Penalty: 5747.954102
	Iteration 9F: 3 clusters Score -1.155006e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -11553767.000000 Penalty: 5747.954102
	Iteration 10F: 3 clusters Score -1.155377e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -11556343.000000 Penalty: 5747.954102
	Iteration 11Q: 3 clusters Score -1.155634e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -11558438.000000 Penalty: 5747.954102
	Iteration 12Q: 3 clusters Score -1.155844e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -11560071.000000 Penalty: 5747.954102
	Iteration 13Q: 3 clusters Score -1.156007e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -11561395.000000 Penalty: 5747.954102
	Iteration 14Q: 3 clusters Score -1.15614e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -11562489.000000 Penalty: 5747.954102
	Iteration 15Q: 3 clusters Score -1.156249e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -11563168.000000 Penalty: 5747.954102
	Iteration 16Q: 3 clusters Score -1.156317e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -11563708.000000 Penalty: 5747.954102
	Iteration 17Q: 3 clusters Score -1.156371e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -11564118.000000 Penalty: 5747.954102
	Iteration 18Q: 3 clusters Score -1.156412e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -11564401.000000 Penalty: 5747.954102
	Iteration 19Q: 3 clusters Score -1.15644e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -11564657.000000 Penalty: 5747.954102
	Iteration 20F: 3 clusters Score -1.156466e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -11564869.000000 Penalty: 5747.954102
	Iteration 21Q: 3 clusters Score -1.156487e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -11564990.000000 Penalty: 5747.954102
	Iteration 22Q: 3 clusters Score -1.156499e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -11565107.000000 Penalty: 5747.954102
	Iteration 23Q: 3 clusters Score -1.156511e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -11565151.000000 Penalty: 5747.954102
	Iteration 24Q: 3 clusters Score -1.156515e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -11565186.000000 Penalty: 5747.954102
	Iteration 25Q: 3 clusters Score -1.156519e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -11565189.000000 Penalty: 5747.954102
	Iteration 26Q: 3 clusters Score -1.156519e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -11565165.000000 Penalty: 5747.954102
	Iteration 27Q: 3 clusters Score -1.156516e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -11565180.000000 Penalty: 5747.954102
	Iteration 28Q: 3 clusters Score -1.156518e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -11565200.000000 Penalty: 5747.954102
	Iteration 29Q: 3 clusters Score -1.15652e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -11565184.000000 Penalty: 5747.954102
	Iteration 30Q: 3 clusters Score -1.156518e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -11565168.000000 Penalty: 5747.954102
	Iteration 31Q: 3 clusters Score -1.156517e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -11565147.000000 Penalty: 5747.954102
	Iteration 32Q: 3 clusters Score -1.156515e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 101426 members 
Entering Unmasked Estep 
Score: -11565185.000000 Penalty: 5747.954102
	Iteration 33Q: 3 clusters Score -1.156518e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -11565181.000000 Penalty: 5747.954102
	Iteration 34Q: 3 clusters Score -1.156518e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -11565182.000000 Penalty: 5747.954102
	Iteration 35Q: 3 clusters Score -1.156518e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -11565158.000000 Penalty: 5747.954102
	Iteration 36Q: 3 clusters Score -1.156516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -11565121.000000 Penalty: 5747.954102
	Iteration 37Q: 3 clusters Score -1.156512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -11565130.000000 Penalty: 5747.954102
	Iteration 38Q: 3 clusters Score -1.156513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 101796 members 
Entering Unmasked Estep 
Score: -11565129.000000 Penalty: 5747.954102
	Iteration 39Q: 3 clusters Score -1.156513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -11565111.000000 Penalty: 5747.954102
	Iteration 40F: 3 clusters Score -1.156511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -11565100.000000 Penalty: 5747.954102
	Iteration 41Q: 3 clusters Score -1.15651e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -11565086.000000 Penalty: 5747.954102
	Iteration 42Q: 3 clusters Score -1.156509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -11565077.000000 Penalty: 5747.954102
	Iteration 43Q: 3 clusters Score -1.156508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -11565073.000000 Penalty: 5747.954102
	Iteration 44Q: 3 clusters Score -1.156507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -11565075.000000 Penalty: 5747.954102
	Iteration 45Q: 3 clusters Score -1.156508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -11565065.000000 Penalty: 5747.954102
	Iteration 46Q: 3 clusters Score -1.156506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -11565068.000000 Penalty: 5747.954102
	Iteration 47Q: 3 clusters Score -1.156507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -11565063.000000 Penalty: 5747.954102
	Iteration 48Q: 3 clusters Score -1.156506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -11565060.000000 Penalty: 5747.954102
	Iteration 49Q: 3 clusters Score -1.156506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -11565055.000000 Penalty: 5747.954102
	Iteration 50Q: 3 clusters Score -1.156506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -11565077.000000 Penalty: 5747.954102
	Iteration 51Q: 3 clusters Score -1.156508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 102101 members 
Entering Unmasked Estep 
Score: -11565075.000000 Penalty: 5747.954102
	Iteration 52Q: 3 clusters Score -1.156508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -11565088.000000 Penalty: 5747.954102
	Iteration 53Q: 3 clusters Score -1.156509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -11565076.000000 Penalty: 5747.954102
	Iteration 54Q: 3 clusters Score -1.156508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -11565080.000000 Penalty: 5747.954102
	Iteration 55Q: 3 clusters Score -1.156508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -11565086.000000 Penalty: 5747.954102
	Iteration 56Q: 3 clusters Score -1.156509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -11565074.000000 Penalty: 5747.954102
	Iteration 57Q: 3 clusters Score -1.156507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -11565076.000000 Penalty: 5747.954102
	Iteration 58Q: 3 clusters Score -1.156508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -11565080.000000 Penalty: 5747.954102
	Iteration 59Q: 3 clusters Score -1.156508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -11565073.000000 Penalty: 5747.954102
	Iteration 60F: 3 clusters Score -1.156507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 102134 members 
Entering Unmasked Estep 
Score: -11565072.000000 Penalty: 5747.954102
	Iteration 61Q: 3 clusters Score -1.156507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -11565073.000000 Penalty: 5747.954102
	Iteration 62Q: 3 clusters Score -1.156507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -11565073.000000 Penalty: 5747.954102
	Iteration 63F: 3 clusters Score -1.156507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127248 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38714 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8643 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 102135 members 
Entering Unmasked Estep 
Score: -150810992.000000 Penalty: 260548.078125
Splitting cluster 8 changes total score from -150812080.000000 to -150810992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -144965.703125 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -144965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142647.328125 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -142647.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -143127.265625 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -143127.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -143369.125000 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -143369.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -143548.531250 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -143548.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -143729.218750 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -143729.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -144027.953125 Penalty: 3645.218506
	Iteration 5F: 3 clusters Score -144028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -144365.218750 Penalty: 3645.218506
	Iteration 6F: 3 clusters Score -144365.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144549.312500 Penalty: 3645.218506
	Iteration 7F: 3 clusters Score -144549.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -144648.578125 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -144648.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -144732.437500 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -144732.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144784.765625 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -144784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -144833.640625 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -144833.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144864.375000 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -144864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144892.875000 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -144892.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -144914.812500 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -144914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144931.937500 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -144931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -144946.031250 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -144946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -144961.859375 Penalty: 3645.218506
	Iteration 17Q: 3 clusters Score -144961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -144977.390625 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -144977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -144991.593750 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -144991.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -145010.546875 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -145010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -145034.390625 Penalty: 3645.218506
	Iteration 21Q: 3 clusters Score -145034.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -145050.031250 Penalty: 3645.218506
	Iteration 22Q: 3 clusters Score -145050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -145077.843750 Penalty: 3645.218506
	Iteration 23Q: 3 clusters Score -145077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -145094.562500 Penalty: 3645.218506
	Iteration 24Q: 3 clusters Score -145094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -145111.859375 Penalty: 3645.218506
	Iteration 25Q: 3 clusters Score -145111.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -145126.171875 Penalty: 3645.218506
	Iteration 26Q: 3 clusters Score -145126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -145132.515625 Penalty: 3645.218506
	Iteration 27Q: 3 clusters Score -145132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -145135.921875 Penalty: 3645.218506
	Iteration 28Q: 3 clusters Score -145135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -145137.453125 Penalty: 3645.218506
	Iteration 29Q: 3 clusters Score -145137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -145139.718750 Penalty: 3645.218506
	Iteration 30Q: 3 clusters Score -145139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145141.546875 Penalty: 3645.218506
	Iteration 31Q: 3 clusters Score -145141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145141.546875 Penalty: 3645.218506
	Iteration 32F: 3 clusters Score -145141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 128504 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 16987 members 
Mstep: Class 6 contains 20971 members 
Mstep: Class 7 contains 18532 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 122358 members 
Mstep: Class 12 contains 49929 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 19446 members 
Mstep: Class 15 contains 18389 members 
Mstep: Class 16 contains 33385 members 
Mstep: Class 17 contains 127248 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 146088 members 
Mstep: Class 22 contains 21298 members 
Mstep: Class 23 contains 7308 members 
Mstep: Class 24 contains 110053 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 9248 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 161517 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 43878 members 
Mstep: Class 33 contains 5550 members 
Mstep: Class 34 contains 5992 members 
Mstep: Class 35 contains 1074 members 
Mstep: Class 36 contains 7803 members 
Mstep: Class 37 contains 169364 members 
Mstep: Class 38 contains 5092 members 
Mstep: Class 39 contains 9657 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 4173 members 
Mstep: Class 42 contains 99681 members 
Mstep: Class 43 contains 12701 members 
Mstep: Class 44 contains 2240 members 
Mstep: Class 45 contains 2360 members 
Mstep: Class 46 contains 7147 members 
Mstep: Class 47 contains 38714 members 
Mstep: Class 48 contains 1555 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 4009 members 
Mstep: Class 52 contains 963 members 
Mstep: Class 53 contains 8643 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 4438 members 
Mstep: Class 56 contains 2119 members 
Mstep: Class 57 contains 5620 members 
Mstep: Class 58 contains 3845 members 
Mstep: Class 59 contains 7389 members 
Mstep: Class 60 contains 2185 members 
Mstep: Class 61 contains 3129 members 
Mstep: Class 62 contains 3092 members 
Mstep: Class 63 contains 1395 members 
Mstep: Class 64 contains 1214 members 
Mstep: Class 65 contains 5658 members 
Mstep: Class 66 contains 2586 members 
Mstep: Class 67 contains 7489 members 
Mstep: Class 68 contains 2732 members 
Mstep: Class 69 contains 2834 members 
Mstep: Class 70 contains 659 members 
Mstep: Class 71 contains 5459 members 
Mstep: Class 72 contains 1860 members 
Mstep: Class 73 contains 855 members 
Entering Unmasked Estep 
Score: -150810560.000000 Penalty: 260548.078125
Splitting cluster 9 changes total score from -150812080.000000 to -150810560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -551933.875000 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -551933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -546844.437500 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -546844.4 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -548149.312500 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -548149.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -548400.250000 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -548400.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -548592.500000 Penalty: 4304.685547
	Iteration 3F: 3 clusters Score -548592.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -548770.625000 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -548770.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -548928.437500 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -548928.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -549055.500000 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -549055.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -549184.500000 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -549184.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -549304.875000 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -549304.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -549426.125000 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -549426.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -549547.187500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -549547.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -549649.187500 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -549649.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -549752.687500 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -549752.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -549842.937500 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -549842.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -549898.750000 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -549898.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -549956.375000 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -549956.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -550004.562500 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -550004.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -550044.812500 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -550044.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -550073.812500 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -550073.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -550091.125000 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -550091.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -550103.312500 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -550103.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -550114.937500 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -550114.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -550123.125000 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -550123.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -550128.750000 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -550128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -550134.500000 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -550134.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -550142.312500 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -550142.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -550145.312500 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -550145.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -550150.062500 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -550150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -550157.312500 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -550157.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -550160.625000 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -550160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -550163.562500 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -550163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -550166.062500 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -550166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -550168.437500 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -550168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -550170.250000 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -550170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -550170.937500 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -550170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -550172.375000 Penalty: 4304.685547
	Iteration 35Q: 3 clusters Score -550172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -550172.937500 Penalty: 4304.685547
	Iteration 36Q: 3 clusters Score -550172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -550173.312500 Penalty: 4304.685547
	Iteration 37Q: 3 clusters Score -550173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -550174.250000 Penalty: 4304.685547
	Iteration 38Q: 3 clusters Score -550174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -550175.500000 Penalty: 4304.685547
	Iteration 39Q: 3 clusters Score -550175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -550176.437500 Penalty: 4304.685547
	Iteration 40F: 3 clusters Score -550176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -550178.437500 Penalty: 4304.685547
	Iteration 41Q: 3 clusters Score -550178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -550179.250000 Penalty: 4304.685547
	Iteration 42Q: 3 clusters Score -550179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -550179.500000 Penalty: 4304.685547
	Iteration 43Q: 3 clusters Score -550179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -550181.375000 Penalty: 4304.685547
	Iteration 44Q: 3 clusters Score -550181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -550183.062500 Penalty: 4304.685547
	Iteration 45Q: 3 clusters Score -550183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -550185.187500 Penalty: 4304.685547
	Iteration 46Q: 3 clusters Score -550185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -550185.750000 Penalty: 4304.685547
	Iteration 47Q: 3 clusters Score -550185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -550186.437500 Penalty: 4304.685547
	Iteration 48Q: 3 clusters Score -550186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -550188.500000 Penalty: 4304.685547
	Iteration 49Q: 3 clusters Score -550188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -550188.187500 Penalty: 4304.685547
	Iteration 50Q: 3 clusters Score -550188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -550190.000000 Penalty: 4304.685547
	Iteration 51Q: 3 clusters Score -550190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -550191.062500 Penalty: 4304.685547
	Iteration 52Q: 3 clusters Score -550191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -550191.312500 Penalty: 4304.685547
	Iteration 53Q: 3 clusters Score -550191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -550191.437500 Penalty: 4304.685547
	Iteration 54Q: 3 clusters Score -550191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -550191.312500 Penalty: 4304.685547
	Iteration 55Q: 3 clusters Score -550191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -550191.312500 Penalty: 4304.685547
	Iteration 56F: 3 clusters Score -550191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (122358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122358 members 
Entering Unmasked Estep 
Score: -9915137.000000 Penalty: 2905.247070
	Iteration 0F: 2 clusters Score -9915137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61046 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -9833566.000000 Penalty: 5810.494141
	Iteration 0F: 3 clusters Score -9833566 nChanged 58255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -9866192.000000 Penalty: 5810.494141
	Iteration 1F: 3 clusters Score -9866192 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -9866874.000000 Penalty: 5810.494141
	Iteration 2Q: 3 clusters Score -9866874 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -9867600.000000 Penalty: 5810.494141
	Iteration 3Q: 3 clusters Score -9867600 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -9868472.000000 Penalty: 5810.494141
	Iteration 4Q: 3 clusters Score -9868472 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -9869550.000000 Penalty: 5810.494141
	Iteration 5Q: 3 clusters Score -9869550 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -9870675.000000 Penalty: 5810.494141
	Iteration 6Q: 3 clusters Score -9870675 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -9871969.000000 Penalty: 5810.494141
	Iteration 7Q: 3 clusters Score -9871969 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -9873751.000000 Penalty: 5810.494141
	Iteration 8Q: 3 clusters Score -9873751 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -9876092.000000 Penalty: 5810.494141
	Iteration 9Q: 3 clusters Score -9876092 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -9879283.000000 Penalty: 5810.494141
	Iteration 10Q: 3 clusters Score -9879283 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -9883365.000000 Penalty: 5810.494141
	Iteration 11F: 3 clusters Score -9883365 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -9887693.000000 Penalty: 5810.494141
	Iteration 12F: 3 clusters Score -9887693 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -9891747.000000 Penalty: 5810.494141
	Iteration 13F: 3 clusters Score -9891747 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 89551 members 
Entering Unmasked Estep 
Score: -9894639.000000 Penalty: 5810.494141
	Iteration 14Q: 3 clusters Score -9894639 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 92470 members 
Entering Unmasked Estep 
Score: -9896570.000000 Penalty: 5810.494141
	Iteration 15Q: 3 clusters Score -9896570 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -9897813.000000 Penalty: 5810.494141
	Iteration 16Q: 3 clusters Score -9897813 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -9898987.000000 Penalty: 5810.494141
	Iteration 17Q: 3 clusters Score -9898987 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -9900173.000000 Penalty: 5810.494141
	Iteration 18Q: 3 clusters Score -9900173 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -9901387.000000 Penalty: 5810.494141
	Iteration 19Q: 3 clusters Score -9901387 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -9902816.000000 Penalty: 5810.494141
	Iteration 20F: 3 clusters Score -9902816 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -9904303.000000 Penalty: 5810.494141
	Iteration 21Q: 3 clusters Score -9904303 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 109990 members 
Entering Unmasked Estep 
Score: -9905689.000000 Penalty: 5810.494141
	Iteration 22Q: 3 clusters Score -9905689 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -9907196.000000 Penalty: 5810.494141
	Iteration 23Q: 3 clusters Score -9907196 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -9908530.000000 Penalty: 5810.494141
	Iteration 24Q: 3 clusters Score -9908530 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -9909693.000000 Penalty: 5810.494141
	Iteration 25Q: 3 clusters Score -9909693 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -9910532.000000 Penalty: 5810.494141
	Iteration 26Q: 3 clusters Score -9910532 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -9911046.000000 Penalty: 5810.494141
	Iteration 27Q: 3 clusters Score -9911046 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -9911431.000000 Penalty: 5810.494141
	Iteration 28Q: 3 clusters Score -9911431 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 117691 members 
Entering Unmasked Estep 
Score: -9911679.000000 Penalty: 5810.494141
	Iteration 29Q: 3 clusters Score -9911679 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 118068 members 
Entering Unmasked Estep 
Score: -9911865.000000 Penalty: 5810.494141
	Iteration 30Q: 3 clusters Score -9911865 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 118393 members 
Entering Unmasked Estep 
Score: -9911998.000000 Penalty: 5810.494141
	Iteration 31Q: 3 clusters Score -9911998 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 118659 members 
Entering Unmasked Estep 
Score: -9912139.000000 Penalty: 5810.494141
	Iteration 32Q: 3 clusters Score -9912139 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -9912232.000000 Penalty: 5810.494141
	Iteration 33Q: 3 clusters Score -9912232 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -9912274.000000 Penalty: 5810.494141
	Iteration 34Q: 3 clusters Score -9912274 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 119218 members 
Entering Unmasked Estep 
Score: -9912373.000000 Penalty: 5810.494141
	Iteration 35Q: 3 clusters Score -9912373 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
Score: -9912439.000000 Penalty: 5810.494141
	Iteration 36Q: 3 clusters Score -9912439 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 119511 members 
Entering Unmasked Estep 
Score: -9912491.000000 Penalty: 5810.494141
	Iteration 37Q: 3 clusters Score -9912491 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -9912524.000000 Penalty: 5810.494141
	Iteration 38Q: 3 clusters Score -9912524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -9912558.000000 Penalty: 5810.494141
	Iteration 39Q: 3 clusters Score -9912558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -9912549.000000 Penalty: 5810.494141
	Iteration 40F: 3 clusters Score -9912549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -9912575.000000 Penalty: 5810.494141
	Iteration 41Q: 3 clusters Score -9912575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 119904 members 
Entering Unmasked Estep 
Score: -9912573.000000 Penalty: 5810.494141
	Iteration 42Q: 3 clusters Score -9912573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -9912605.000000 Penalty: 5810.494141
	Iteration 43Q: 3 clusters Score -9912605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -9912609.000000 Penalty: 5810.494141
	Iteration 44Q: 3 clusters Score -9912609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -9912600.000000 Penalty: 5810.494141
	Iteration 45Q: 3 clusters Score -9912600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -9912613.000000 Penalty: 5810.494141
	Iteration 46Q: 3 clusters Score -9912613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -9912623.000000 Penalty: 5810.494141
	Iteration 47Q: 3 clusters Score -9912623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 120153 members 
Entering Unmasked Estep 
Score: -9912628.000000 Penalty: 5810.494141
	Iteration 48Q: 3 clusters Score -9912628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -9912630.000000 Penalty: 5810.494141
	Iteration 49Q: 3 clusters Score -9912630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -9912637.000000 Penalty: 5810.494141
	Iteration 50Q: 3 clusters Score -9912637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 120200 members 
Entering Unmasked Estep 
Score: -9912645.000000 Penalty: 5810.494141
	Iteration 51Q: 3 clusters Score -9912645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 120209 members 
Entering Unmasked Estep 
Score: -9912645.000000 Penalty: 5810.494141
	Iteration 52Q: 3 clusters Score -9912645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -9912646.000000 Penalty: 5810.494141
	Iteration 53Q: 3 clusters Score -9912646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 120228 members 
Entering Unmasked Estep 
Score: -9912650.000000 Penalty: 5810.494141
	Iteration 54Q: 3 clusters Score -9912650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
Score: -9912644.000000 Penalty: 5810.494141
	Iteration 55Q: 3 clusters Score -9912644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -9912655.000000 Penalty: 5810.494141
	Iteration 56Q: 3 clusters Score -9912655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -9912645.000000 Penalty: 5810.494141
	Iteration 57Q: 3 clusters Score -9912645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -9912646.000000 Penalty: 5810.494141
	Iteration 58Q: 3 clusters Score -9912646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -9912649.000000 Penalty: 5810.494141
	Iteration 59Q: 3 clusters Score -9912649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 120283 members 
Entering Unmasked Estep 
Score: -9912640.000000 Penalty: 5810.494141
	Iteration 60F: 3 clusters Score -9912640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 120289 members 
Entering Unmasked Estep 
Score: -9912646.000000 Penalty: 5810.494141
	Iteration 61Q: 3 clusters Score -9912646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
Score: -9912656.000000 Penalty: 5810.494141
	Iteration 62Q: 3 clusters Score -9912656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 120307 members 
Entering Unmasked Estep 
Score: -9912667.000000 Penalty: 5810.494141
	Iteration 63Q: 3 clusters Score -9912667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 120316 members 
Entering Unmasked Estep 
Score: -9912666.000000 Penalty: 5810.494141
	Iteration 64Q: 3 clusters Score -9912666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -9912679.000000 Penalty: 5810.494141
	Iteration 65Q: 3 clusters Score -9912679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 120330 members 
Entering Unmasked Estep 
Score: -9912680.000000 Penalty: 5810.494141
	Iteration 66Q: 3 clusters Score -9912680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -9912675.000000 Penalty: 5810.494141
	Iteration 67Q: 3 clusters Score -9912675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 120350 members 
Entering Unmasked Estep 
Score: -9912691.000000 Penalty: 5810.494141
	Iteration 68Q: 3 clusters Score -9912691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 120361 members 
Entering Unmasked Estep 
Score: -9912678.000000 Penalty: 5810.494141
	Iteration 69Q: 3 clusters Score -9912678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -9912702.000000 Penalty: 5810.494141
	Iteration 70Q: 3 clusters Score -9912702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 120388 members 
Entering Unmasked Estep 
Score: -9912704.000000 Penalty: 5810.494141
	Iteration 71Q: 3 clusters Score -9912704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -9912717.000000 Penalty: 5810.494141
	Iteration 72Q: 3 clusters Score -9912717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -9912712.000000 Penalty: 5810.494141
	Iteration 73Q: 3 clusters Score -9912712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 120437 members 
Entering Unmasked Estep 
Score: -9912717.000000 Penalty: 5810.494141
	Iteration 74Q: 3 clusters Score -9912717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -9912718.000000 Penalty: 5810.494141
	Iteration 75Q: 3 clusters Score -9912718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 120453 members 
Entering Unmasked Estep 
Score: -9912721.000000 Penalty: 5810.494141
	Iteration 76Q: 3 clusters Score -9912721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 120462 members 
Entering Unmasked Estep 
Score: -9912722.000000 Penalty: 5810.494141
	Iteration 77Q: 3 clusters Score -9912722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 120474 members 
Entering Unmasked Estep 
Score: -9912717.000000 Penalty: 5810.494141
	Iteration 78Q: 3 clusters Score -9912717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -9912739.000000 Penalty: 5810.494141
	Iteration 79Q: 3 clusters Score -9912739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -9912740.000000 Penalty: 5810.494141
	Iteration 80F: 3 clusters Score -9912740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -9912724.000000 Penalty: 5810.494141
	Iteration 81Q: 3 clusters Score -9912724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -9912725.000000 Penalty: 5810.494141
	Iteration 82Q: 3 clusters Score -9912725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -9912733.000000 Penalty: 5810.494141
	Iteration 83Q: 3 clusters Score -9912733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 120513 members 
Entering Unmasked Estep 
Score: -9912735.000000 Penalty: 5810.494141
	Iteration 84Q: 3 clusters Score -9912735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -9912735.000000 Penalty: 5810.494141
	Iteration 85Q: 3 clusters Score -9912735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 120533 members 
Entering Unmasked Estep 
Score: -9912725.000000 Penalty: 5810.494141
	Iteration 86Q: 3 clusters Score -9912725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -9912728.000000 Penalty: 5810.494141
	Iteration 87Q: 3 clusters Score -9912728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -9912748.000000 Penalty: 5810.494141
	Iteration 88Q: 3 clusters Score -9912748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -9912741.000000 Penalty: 5810.494141
	Iteration 89Q: 3 clusters Score -9912741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -9912742.000000 Penalty: 5810.494141
	Iteration 90Q: 3 clusters Score -9912742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 120577 members 
Entering Unmasked Estep 
Score: -9912751.000000 Penalty: 5810.494141
	Iteration 91Q: 3 clusters Score -9912751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -9912751.000000 Penalty: 5810.494141
	Iteration 92Q: 3 clusters Score -9912751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -9912745.000000 Penalty: 5810.494141
	Iteration 93Q: 3 clusters Score -9912745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -9912748.000000 Penalty: 5810.494141
	Iteration 94Q: 3 clusters Score -9912748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 120588 members 
Entering Unmasked Estep 
Score: -9912746.000000 Penalty: 5810.494141
	Iteration 95Q: 3 clusters Score -9912746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 120594 members 
Entering Unmasked Estep 
Score: -9912771.000000 Penalty: 5810.494141
	Iteration 96Q: 3 clusters Score -9912771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 120601 members 
Entering Unmasked Estep 
Score: -9912762.000000 Penalty: 5810.494141
	Iteration 97Q: 3 clusters Score -9912762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 120608 members 
Entering Unmasked Estep 
Score: -9912769.000000 Penalty: 5810.494141
	Iteration 98Q: 3 clusters Score -9912769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -9912760.000000 Penalty: 5810.494141
	Iteration 99Q: 3 clusters Score -9912760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -9912759.000000 Penalty: 5810.494141
	Iteration 100F: 3 clusters Score -9912759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -9912748.000000 Penalty: 5810.494141
	Iteration 101Q: 3 clusters Score -9912748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 120667 members 
Entering Unmasked Estep 
Score: -9912759.000000 Penalty: 5810.494141
	Iteration 102Q: 3 clusters Score -9912759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 120684 members 
Entering Unmasked Estep 
Score: -9912762.000000 Penalty: 5810.494141
	Iteration 103Q: 3 clusters Score -9912762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 120697 members 
Entering Unmasked Estep 
Score: -9912781.000000 Penalty: 5810.494141
	Iteration 104Q: 3 clusters Score -9912781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 120704 members 
Entering Unmasked Estep 
Score: -9912768.000000 Penalty: 5810.494141
	Iteration 105Q: 3 clusters Score -9912768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 120713 members 
Entering Unmasked Estep 
Score: -9912776.000000 Penalty: 5810.494141
	Iteration 106Q: 3 clusters Score -9912776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 120720 members 
Entering Unmasked Estep 
Score: -9912786.000000 Penalty: 5810.494141
	Iteration 107Q: 3 clusters Score -9912786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -9912782.000000 Penalty: 5810.494141
	Iteration 108Q: 3 clusters Score -9912782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 120737 members 
Entering Unmasked Estep 
Score: -9912786.000000 Penalty: 5810.494141
	Iteration 109Q: 3 clusters Score -9912786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -9912794.000000 Penalty: 5810.494141
	Iteration 110Q: 3 clusters Score -9912794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -9912791.000000 Penalty: 5810.494141
	Iteration 111Q: 3 clusters Score -9912791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -9912786.000000 Penalty: 5810.494141
	Iteration 112Q: 3 clusters Score -9912786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -9912786.000000 Penalty: 5810.494141
	Iteration 113F: 3 clusters Score -9912786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Entering Unmasked Estep 
Score: -4083142.250000 Penalty: 2682.952637
	Iteration 0F: 2 clusters Score -4083142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4049504.750000 Penalty: 5365.905273
	Iteration 0F: 3 clusters Score -4049505 nChanged 23235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4062167.000000 Penalty: 5365.905273
	Iteration 1F: 3 clusters Score -4062167 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4062684.250000 Penalty: 5365.905273
	Iteration 2Q: 3 clusters Score -4062684 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -4063156.500000 Penalty: 5365.905273
	Iteration 3Q: 3 clusters Score -4063156 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4063613.000000 Penalty: 5365.905273
	Iteration 4Q: 3 clusters Score -4063613 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4064131.750000 Penalty: 5365.905273
	Iteration 5Q: 3 clusters Score -4064132 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -4064789.750000 Penalty: 5365.905273
	Iteration 6Q: 3 clusters Score -4064790 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -4065670.500000 Penalty: 5365.905273
	Iteration 7Q: 3 clusters Score -4065670 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4066666.750000 Penalty: 5365.905273
	Iteration 8Q: 3 clusters Score -4066667 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -4067790.750000 Penalty: 5365.905273
	Iteration 9Q: 3 clusters Score -4067791 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -4068873.750000 Penalty: 5365.905273
	Iteration 10Q: 3 clusters Score -4068874 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -4069926.000000 Penalty: 5365.905273
	Iteration 11Q: 3 clusters Score -4069926 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4070847.750000 Penalty: 5365.905273
	Iteration 12Q: 3 clusters Score -4070848 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4071686.000000 Penalty: 5365.905273
	Iteration 13Q: 3 clusters Score -4071686 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4072498.250000 Penalty: 5365.905273
	Iteration 14Q: 3 clusters Score -4072498 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -4073256.750000 Penalty: 5365.905273
	Iteration 15Q: 3 clusters Score -4073257 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4073934.500000 Penalty: 5365.905273
	Iteration 16Q: 3 clusters Score -4073934 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4074647.500000 Penalty: 5365.905273
	Iteration 17Q: 3 clusters Score -4074648 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -4075409.000000 Penalty: 5365.905273
	Iteration 18Q: 3 clusters Score -4075409 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4076222.500000 Penalty: 5365.905273
	Iteration 19Q: 3 clusters Score -4076222 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4076985.750000 Penalty: 5365.905273
	Iteration 20F: 3 clusters Score -4076986 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -4077718.500000 Penalty: 5365.905273
	Iteration 21Q: 3 clusters Score -4077718 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4078418.750000 Penalty: 5365.905273
	Iteration 22Q: 3 clusters Score -4078419 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -4079012.500000 Penalty: 5365.905273
	Iteration 23Q: 3 clusters Score -4079012 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -4079496.250000 Penalty: 5365.905273
	Iteration 24Q: 3 clusters Score -4079496 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -4079903.500000 Penalty: 5365.905273
	Iteration 25Q: 3 clusters Score -4079904 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -4080175.000000 Penalty: 5365.905273
	Iteration 26Q: 3 clusters Score -4080175 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -4080421.250000 Penalty: 5365.905273
	Iteration 27Q: 3 clusters Score -4080421 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -4080598.750000 Penalty: 5365.905273
	Iteration 28Q: 3 clusters Score -4080599 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -4080728.000000 Penalty: 5365.905273
	Iteration 29Q: 3 clusters Score -4080728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -4080813.250000 Penalty: 5365.905273
	Iteration 30Q: 3 clusters Score -4080813 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -4080858.750000 Penalty: 5365.905273
	Iteration 31Q: 3 clusters Score -4080859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -4080891.250000 Penalty: 5365.905273
	Iteration 32Q: 3 clusters Score -4080891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -4080913.000000 Penalty: 5365.905273
	Iteration 33Q: 3 clusters Score -4080913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -4080922.000000 Penalty: 5365.905273
	Iteration 34Q: 3 clusters Score -4080922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -4080937.000000 Penalty: 5365.905273
	Iteration 35Q: 3 clusters Score -4080937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -4080949.500000 Penalty: 5365.905273
	Iteration 36Q: 3 clusters Score -4080950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -4080956.750000 Penalty: 5365.905273
	Iteration 37Q: 3 clusters Score -4080957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -4080963.500000 Penalty: 5365.905273
	Iteration 38Q: 3 clusters Score -4080964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -4080981.750000 Penalty: 5365.905273
	Iteration 39Q: 3 clusters Score -4080982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -4080987.000000 Penalty: 5365.905273
	Iteration 40F: 3 clusters Score -4080987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -4080997.250000 Penalty: 5365.905273
	Iteration 41Q: 3 clusters Score -4080997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -4081003.250000 Penalty: 5365.905273
	Iteration 42Q: 3 clusters Score -4081003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -4081005.750000 Penalty: 5365.905273
	Iteration 43Q: 3 clusters Score -4081006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -4081013.500000 Penalty: 5365.905273
	Iteration 44Q: 3 clusters Score -4081014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -4081021.000000 Penalty: 5365.905273
	Iteration 45Q: 3 clusters Score -4081021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -4081024.750000 Penalty: 5365.905273
	Iteration 46Q: 3 clusters Score -4081025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -4081031.500000 Penalty: 5365.905273
	Iteration 47Q: 3 clusters Score -4081032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -4081043.500000 Penalty: 5365.905273
	Iteration 48Q: 3 clusters Score -4081044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -4081049.250000 Penalty: 5365.905273
	Iteration 49Q: 3 clusters Score -4081049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -4081048.250000 Penalty: 5365.905273
	Iteration 50Q: 3 clusters Score -4081048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -4081049.000000 Penalty: 5365.905273
	Iteration 51Q: 3 clusters Score -4081049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -4081053.250000 Penalty: 5365.905273
	Iteration 52Q: 3 clusters Score -4081053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -4081052.000000 Penalty: 5365.905273
	Iteration 53Q: 3 clusters Score -4081052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4081057.500000 Penalty: 5365.905273
	Iteration 54Q: 3 clusters Score -4081058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -4081058.000000 Penalty: 5365.905273
	Iteration 55Q: 3 clusters Score -4081058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -4081058.250000 Penalty: 5365.905273
	Iteration 56Q: 3 clusters Score -4081058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -4081061.500000 Penalty: 5365.905273
	Iteration 57Q: 3 clusters Score -4081062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -4081060.750000 Penalty: 5365.905273
	Iteration 58Q: 3 clusters Score -4081061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -4081060.500000 Penalty: 5365.905273
	Iteration 59Q: 3 clusters Score -4081060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -4081060.750000 Penalty: 5365.905273
	Iteration 60F: 3 clusters Score -4081061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -4081060.000000 Penalty: 5365.905273
	Iteration 61Q: 3 clusters Score -4081060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -4081062.000000 Penalty: 5365.905273
	Iteration 62Q: 3 clusters Score -4081062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -4081068.250000 Penalty: 5365.905273
	Iteration 63Q: 3 clusters Score -4081068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -4081070.500000 Penalty: 5365.905273
	Iteration 64Q: 3 clusters Score -4081070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -4081069.250000 Penalty: 5365.905273
	Iteration 65Q: 3 clusters Score -4081069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -4081064.500000 Penalty: 5365.905273
	Iteration 66Q: 3 clusters Score -4081064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -4081068.000000 Penalty: 5365.905273
	Iteration 67Q: 3 clusters Score -4081068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -4081068.000000 Penalty: 5365.905273
	Iteration 68Q: 3 clusters Score -4081068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -4081071.000000 Penalty: 5365.905273
	Iteration 69Q: 3 clusters Score -4081071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -4081071.250000 Penalty: 5365.905273
	Iteration 70Q: 3 clusters Score -4081071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -4081072.500000 Penalty: 5365.905273
	Iteration 71Q: 3 clusters Score -4081072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -4081069.500000 Penalty: 5365.905273
	Iteration 72Q: 3 clusters Score -4081070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -4081070.750000 Penalty: 5365.905273
	Iteration 73Q: 3 clusters Score -4081071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -4081069.750000 Penalty: 5365.905273
	Iteration 74Q: 3 clusters Score -4081070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -4081073.250000 Penalty: 5365.905273
	Iteration 75Q: 3 clusters Score -4081073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -4081073.250000 Penalty: 5365.905273
	Iteration 76F: 3 clusters Score -4081073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -175596.125000 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -175596.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -172767.171875 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -172767.2 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -173328.265625 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -173328.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -173489.562500 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -173489.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -173580.156250 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -173580.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -173664.593750 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -173664.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -173742.109375 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -173742.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -173819.015625 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -173819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -173885.703125 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -173885.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -173945.453125 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -173945.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173992.281250 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -173992.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174026.718750 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -174026.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -174051.578125 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -174051.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -174074.906250 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -174074.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -174098.734375 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -174098.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -174111.656250 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -174111.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -174123.531250 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -174123.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -174133.890625 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -174133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174144.328125 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -174144.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -174152.187500 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -174152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -174160.187500 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -174160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174169.031250 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -174169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -174183.718750 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -174183.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -174196.625000 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -174196.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174212.765625 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -174212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -174222.234375 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -174222.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174236.484375 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -174236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -174244.953125 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -174245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -174249.843750 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -174249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -174253.859375 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -174253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -174257.500000 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -174257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -174258.234375 Penalty: 3840.446777
	Iteration 30Q: 3 clusters Score -174258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -174259.046875 Penalty: 3840.446777
	Iteration 31Q: 3 clusters Score -174259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -174261.203125 Penalty: 3840.446777
	Iteration 32Q: 3 clusters Score -174261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -174264.093750 Penalty: 3840.446777
	Iteration 33Q: 3 clusters Score -174264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -174268.796875 Penalty: 3840.446777
	Iteration 34Q: 3 clusters Score -174268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -174272.890625 Penalty: 3840.446777
	Iteration 35Q: 3 clusters Score -174272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -174275.140625 Penalty: 3840.446777
	Iteration 36Q: 3 clusters Score -174275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -174276.406250 Penalty: 3840.446777
	Iteration 37Q: 3 clusters Score -174276.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174277.062500 Penalty: 3840.446777
	Iteration 38Q: 3 clusters Score -174277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174277.062500 Penalty: 3840.446777
	Iteration 39F: 3 clusters Score -174277.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Entering Unmasked Estep 
Score: -1570746.250000 Penalty: 2449.098389
	Iteration 0F: 2 clusters Score -1570746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1557109.875000 Penalty: 4898.196777
	Iteration 0F: 3 clusters Score -1557110 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1561616.500000 Penalty: 4898.196777
	Iteration 1F: 3 clusters Score -1561616 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1562060.250000 Penalty: 4898.196777
	Iteration 2F: 3 clusters Score -1562060 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1562451.375000 Penalty: 4898.196777
	Iteration 3Q: 3 clusters Score -1562451 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1562823.375000 Penalty: 4898.196777
	Iteration 4Q: 3 clusters Score -1562823 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1563217.125000 Penalty: 4898.196777
	Iteration 5Q: 3 clusters Score -1563217 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1563571.750000 Penalty: 4898.196777
	Iteration 6Q: 3 clusters Score -1563572 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1563954.125000 Penalty: 4898.196777
	Iteration 7Q: 3 clusters Score -1563954 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1564360.250000 Penalty: 4898.196777
	Iteration 8Q: 3 clusters Score -1564360 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1564749.375000 Penalty: 4898.196777
	Iteration 9Q: 3 clusters Score -1564749 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1565129.750000 Penalty: 4898.196777
	Iteration 10Q: 3 clusters Score -1565130 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1565448.875000 Penalty: 4898.196777
	Iteration 11Q: 3 clusters Score -1565449 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1565719.625000 Penalty: 4898.196777
	Iteration 12Q: 3 clusters Score -1565720 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1565962.375000 Penalty: 4898.196777
	Iteration 13Q: 3 clusters Score -1565962 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1566193.375000 Penalty: 4898.196777
	Iteration 14Q: 3 clusters Score -1566193 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1566433.125000 Penalty: 4898.196777
	Iteration 15Q: 3 clusters Score -1566433 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1566664.500000 Penalty: 4898.196777
	Iteration 16Q: 3 clusters Score -1566664 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1566893.625000 Penalty: 4898.196777
	Iteration 17Q: 3 clusters Score -1566894 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1567117.375000 Penalty: 4898.196777
	Iteration 18Q: 3 clusters Score -1567117 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1567346.625000 Penalty: 4898.196777
	Iteration 19Q: 3 clusters Score -1567347 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1567574.000000 Penalty: 4898.196777
	Iteration 20F: 3 clusters Score -1567574 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1567741.625000 Penalty: 4898.196777
	Iteration 21Q: 3 clusters Score -1567742 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1567883.125000 Penalty: 4898.196777
	Iteration 22Q: 3 clusters Score -1567883 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1568005.625000 Penalty: 4898.196777
	Iteration 23Q: 3 clusters Score -1568006 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1568094.375000 Penalty: 4898.196777
	Iteration 24Q: 3 clusters Score -1568094 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1568178.375000 Penalty: 4898.196777
	Iteration 25Q: 3 clusters Score -1568178 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1568247.500000 Penalty: 4898.196777
	Iteration 26Q: 3 clusters Score -1568248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1568307.000000 Penalty: 4898.196777
	Iteration 27Q: 3 clusters Score -1568307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1568363.000000 Penalty: 4898.196777
	Iteration 28Q: 3 clusters Score -1568363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1568408.875000 Penalty: 4898.196777
	Iteration 29Q: 3 clusters Score -1568409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1568435.375000 Penalty: 4898.196777
	Iteration 30Q: 3 clusters Score -1568435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1568470.125000 Penalty: 4898.196777
	Iteration 31Q: 3 clusters Score -1568470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1568502.375000 Penalty: 4898.196777
	Iteration 32Q: 3 clusters Score -1568502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1568529.625000 Penalty: 4898.196777
	Iteration 33Q: 3 clusters Score -1568530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1568558.250000 Penalty: 4898.196777
	Iteration 34Q: 3 clusters Score -1568558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1568584.000000 Penalty: 4898.196777
	Iteration 35Q: 3 clusters Score -1568584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1568610.875000 Penalty: 4898.196777
	Iteration 36Q: 3 clusters Score -1568611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1568638.500000 Penalty: 4898.196777
	Iteration 37Q: 3 clusters Score -1568638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1568653.125000 Penalty: 4898.196777
	Iteration 38Q: 3 clusters Score -1568653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1568673.375000 Penalty: 4898.196777
	Iteration 39Q: 3 clusters Score -1568673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1568686.500000 Penalty: 4898.196777
	Iteration 40F: 3 clusters Score -1568686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1568700.625000 Penalty: 4898.196777
	Iteration 41Q: 3 clusters Score -1568701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1568708.000000 Penalty: 4898.196777
	Iteration 42Q: 3 clusters Score -1568708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1568712.375000 Penalty: 4898.196777
	Iteration 43Q: 3 clusters Score -1568712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1568716.000000 Penalty: 4898.196777
	Iteration 44Q: 3 clusters Score -1568716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1568719.625000 Penalty: 4898.196777
	Iteration 45Q: 3 clusters Score -1568720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1568725.000000 Penalty: 4898.196777
	Iteration 46Q: 3 clusters Score -1568725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1568729.000000 Penalty: 4898.196777
	Iteration 47Q: 3 clusters Score -1568729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1568731.250000 Penalty: 4898.196777
	Iteration 48Q: 3 clusters Score -1568731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1568733.875000 Penalty: 4898.196777
	Iteration 49Q: 3 clusters Score -1568734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1568736.500000 Penalty: 4898.196777
	Iteration 50Q: 3 clusters Score -1568736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1568738.375000 Penalty: 4898.196777
	Iteration 51Q: 3 clusters Score -1568738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1568741.000000 Penalty: 4898.196777
	Iteration 52Q: 3 clusters Score -1568741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1568744.125000 Penalty: 4898.196777
	Iteration 53Q: 3 clusters Score -1568744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1568748.000000 Penalty: 4898.196777
	Iteration 54Q: 3 clusters Score -1568748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1568746.375000 Penalty: 4898.196777
	Iteration 55Q: 3 clusters Score -1568746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1568749.375000 Penalty: 4898.196777
	Iteration 56Q: 3 clusters Score -1568749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1568751.750000 Penalty: 4898.196777
	Iteration 57Q: 3 clusters Score -1568752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1568751.750000 Penalty: 4898.196777
	Iteration 58Q: 3 clusters Score -1568752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1568754.125000 Penalty: 4898.196777
	Iteration 59Q: 3 clusters Score -1568754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1568754.875000 Penalty: 4898.196777
	Iteration 60F: 3 clusters Score -1568755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1568756.500000 Penalty: 4898.196777
	Iteration 61Q: 3 clusters Score -1568756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1568758.000000 Penalty: 4898.196777
	Iteration 62Q: 3 clusters Score -1568758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1568759.875000 Penalty: 4898.196777
	Iteration 63Q: 3 clusters Score -1568760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1568764.000000 Penalty: 4898.196777
	Iteration 64Q: 3 clusters Score -1568764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1568768.375000 Penalty: 4898.196777
	Iteration 65Q: 3 clusters Score -1568768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1568768.125000 Penalty: 4898.196777
	Iteration 66Q: 3 clusters Score -1568768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1568770.000000 Penalty: 4898.196777
	Iteration 67Q: 3 clusters Score -1568770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1568775.125000 Penalty: 4898.196777
	Iteration 68Q: 3 clusters Score -1568775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1568780.625000 Penalty: 4898.196777
	Iteration 69Q: 3 clusters Score -1568781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1568783.250000 Penalty: 4898.196777
	Iteration 70Q: 3 clusters Score -1568783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1568783.250000 Penalty: 4898.196777
	Iteration 71F: 3 clusters Score -1568783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Entering Unmasked Estep 
Score: -1449517.250000 Penalty: 2435.237793
	Iteration 0F: 2 clusters Score -1449517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1436483.000000 Penalty: 4870.475586
	Iteration 0F: 3 clusters Score -1436483 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1440800.750000 Penalty: 4870.475586
	Iteration 1F: 3 clusters Score -1440801 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1441328.375000 Penalty: 4870.475586
	Iteration 2F: 3 clusters Score -1441328 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1441873.250000 Penalty: 4870.475586
	Iteration 3F: 3 clusters Score -1441873 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1442488.250000 Penalty: 4870.475586
	Iteration 4F: 3 clusters Score -1442488 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1443232.875000 Penalty: 4870.475586
	Iteration 5F: 3 clusters Score -1443233 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1444134.375000 Penalty: 4870.475586
	Iteration 6F: 3 clusters Score -1444134 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1445083.625000 Penalty: 4870.475586
	Iteration 7F: 3 clusters Score -1445084 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1445974.750000 Penalty: 4870.475586
	Iteration 8F: 3 clusters Score -1445975 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1446705.625000 Penalty: 4870.475586
	Iteration 9Q: 3 clusters Score -1446706 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1447213.250000 Penalty: 4870.475586
	Iteration 10Q: 3 clusters Score -1447213 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1447546.750000 Penalty: 4870.475586
	Iteration 11Q: 3 clusters Score -1447547 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1447835.625000 Penalty: 4870.475586
	Iteration 12Q: 3 clusters Score -1447836 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1448111.125000 Penalty: 4870.475586
	Iteration 13Q: 3 clusters Score -1448111 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1448371.000000 Penalty: 4870.475586
	Iteration 14Q: 3 clusters Score -1448371 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1448509.000000 Penalty: 4870.475586
	Iteration 15Q: 3 clusters Score -1448509 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1448616.625000 Penalty: 4870.475586
	Iteration 16Q: 3 clusters Score -1448617 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1448679.625000 Penalty: 4870.475586
	Iteration 17Q: 3 clusters Score -1448680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1448719.125000 Penalty: 4870.475586
	Iteration 18Q: 3 clusters Score -1448719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1448741.375000 Penalty: 4870.475586
	Iteration 19Q: 3 clusters Score -1448741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1448761.250000 Penalty: 4870.475586
	Iteration 20F: 3 clusters Score -1448761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1448780.000000 Penalty: 4870.475586
	Iteration 21Q: 3 clusters Score -1448780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1448797.875000 Penalty: 4870.475586
	Iteration 22Q: 3 clusters Score -1448798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1448795.500000 Penalty: 4870.475586
	Iteration 23Q: 3 clusters Score -1448796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1448804.875000 Penalty: 4870.475586
	Iteration 24Q: 3 clusters Score -1448805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1448813.125000 Penalty: 4870.475586
	Iteration 25Q: 3 clusters Score -1448813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1448828.375000 Penalty: 4870.475586
	Iteration 26Q: 3 clusters Score -1448828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1448833.125000 Penalty: 4870.475586
	Iteration 27Q: 3 clusters Score -1448833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1448831.625000 Penalty: 4870.475586
	Iteration 28Q: 3 clusters Score -1448832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1448838.000000 Penalty: 4870.475586
	Iteration 29Q: 3 clusters Score -1448838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1448839.500000 Penalty: 4870.475586
	Iteration 30Q: 3 clusters Score -1448840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1448843.000000 Penalty: 4870.475586
	Iteration 31Q: 3 clusters Score -1448843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1448845.000000 Penalty: 4870.475586
	Iteration 32Q: 3 clusters Score -1448845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1448846.750000 Penalty: 4870.475586
	Iteration 33Q: 3 clusters Score -1448847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1448848.875000 Penalty: 4870.475586
	Iteration 34Q: 3 clusters Score -1448849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1448851.375000 Penalty: 4870.475586
	Iteration 35Q: 3 clusters Score -1448851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1448856.000000 Penalty: 4870.475586
	Iteration 36Q: 3 clusters Score -1448856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1448859.750000 Penalty: 4870.475586
	Iteration 37Q: 3 clusters Score -1448860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1448856.500000 Penalty: 4870.475586
	Iteration 38Q: 3 clusters Score -1448856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1448858.125000 Penalty: 4870.475586
	Iteration 39Q: 3 clusters Score -1448858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1448857.625000 Penalty: 4870.475586
	Iteration 40F: 3 clusters Score -1448858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1448858.750000 Penalty: 4870.475586
	Iteration 41Q: 3 clusters Score -1448859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1448856.375000 Penalty: 4870.475586
	Iteration 42Q: 3 clusters Score -1448856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1448859.000000 Penalty: 4870.475586
	Iteration 43Q: 3 clusters Score -1448859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1448860.125000 Penalty: 4870.475586
	Iteration 44Q: 3 clusters Score -1448860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1448861.000000 Penalty: 4870.475586
	Iteration 45Q: 3 clusters Score -1448861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1448859.000000 Penalty: 4870.475586
	Iteration 46Q: 3 clusters Score -1448859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1448865.500000 Penalty: 4870.475586
	Iteration 47Q: 3 clusters Score -1448866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1448863.875000 Penalty: 4870.475586
	Iteration 48Q: 3 clusters Score -1448864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1448861.875000 Penalty: 4870.475586
	Iteration 49Q: 3 clusters Score -1448862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1448861.875000 Penalty: 4870.475586
	Iteration 50F: 3 clusters Score -1448862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Entering Unmasked Estep 
Score: -2635432.750000 Penalty: 2583.133789
	Iteration 0F: 2 clusters Score -2635433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2612687.250000 Penalty: 5166.267578
	Iteration 0F: 3 clusters Score -2612687 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2620924.750000 Penalty: 5166.267578
	Iteration 1F: 3 clusters Score -2620925 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2621543.000000 Penalty: 5166.267578
	Iteration 2Q: 3 clusters Score -2621543 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2622200.250000 Penalty: 5166.267578
	Iteration 3Q: 3 clusters Score -2622200 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2622964.250000 Penalty: 5166.267578
	Iteration 4Q: 3 clusters Score -2622964 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2623918.750000 Penalty: 5166.267578
	Iteration 5F: 3 clusters Score -2623919 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2625160.000000 Penalty: 5166.267578
	Iteration 6F: 3 clusters Score -2625160 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2626643.750000 Penalty: 5166.267578
	Iteration 7F: 3 clusters Score -2626644 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2628078.250000 Penalty: 5166.267578
	Iteration 8F: 3 clusters Score -2628078 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2629342.750000 Penalty: 5166.267578
	Iteration 9F: 3 clusters Score -2629343 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2630476.000000 Penalty: 5166.267578
	Iteration 10Q: 3 clusters Score -2630476 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -2631376.750000 Penalty: 5166.267578
	Iteration 11Q: 3 clusters Score -2631377 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2631930.250000 Penalty: 5166.267578
	Iteration 12Q: 3 clusters Score -2631930 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -2632221.500000 Penalty: 5166.267578
	Iteration 13Q: 3 clusters Score -2632222 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2632407.500000 Penalty: 5166.267578
	Iteration 14Q: 3 clusters Score -2632408 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2632532.000000 Penalty: 5166.267578
	Iteration 15Q: 3 clusters Score -2632532 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -2632636.500000 Penalty: 5166.267578
	Iteration 16Q: 3 clusters Score -2632636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2632731.000000 Penalty: 5166.267578
	Iteration 17Q: 3 clusters Score -2632731 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -2632838.500000 Penalty: 5166.267578
	Iteration 18Q: 3 clusters Score -2632838 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -2632971.750000 Penalty: 5166.267578
	Iteration 19Q: 3 clusters Score -2632972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2633151.000000 Penalty: 5166.267578
	Iteration 20F: 3 clusters Score -2633151 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2633279.500000 Penalty: 5166.267578
	Iteration 21Q: 3 clusters Score -2633280 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -2633446.000000 Penalty: 5166.267578
	Iteration 22Q: 3 clusters Score -2633446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -2633590.250000 Penalty: 5166.267578
	Iteration 23Q: 3 clusters Score -2633590 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -2633722.500000 Penalty: 5166.267578
	Iteration 24Q: 3 clusters Score -2633722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -2633789.500000 Penalty: 5166.267578
	Iteration 25Q: 3 clusters Score -2633790 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -2633828.500000 Penalty: 5166.267578
	Iteration 26Q: 3 clusters Score -2633828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -2633854.500000 Penalty: 5166.267578
	Iteration 27Q: 3 clusters Score -2633854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2633873.250000 Penalty: 5166.267578
	Iteration 28Q: 3 clusters Score -2633873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -2633877.000000 Penalty: 5166.267578
	Iteration 29Q: 3 clusters Score -2633877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -2633880.250000 Penalty: 5166.267578
	Iteration 30Q: 3 clusters Score -2633880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -2633880.750000 Penalty: 5166.267578
	Iteration 31Q: 3 clusters Score -2633881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -2633877.250000 Penalty: 5166.267578
	Iteration 32Q: 3 clusters Score -2633877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -2633887.000000 Penalty: 5166.267578
	Iteration 33Q: 3 clusters Score -2633887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -2633892.000000 Penalty: 5166.267578
	Iteration 34Q: 3 clusters Score -2633892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -2633899.750000 Penalty: 5166.267578
	Iteration 35Q: 3 clusters Score -2633900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -2633903.500000 Penalty: 5166.267578
	Iteration 36Q: 3 clusters Score -2633904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -2633903.000000 Penalty: 5166.267578
	Iteration 37Q: 3 clusters Score -2633903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -2633903.500000 Penalty: 5166.267578
	Iteration 38Q: 3 clusters Score -2633904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -2633909.000000 Penalty: 5166.267578
	Iteration 39Q: 3 clusters Score -2633909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -2633908.750000 Penalty: 5166.267578
	Iteration 40F: 3 clusters Score -2633909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -2633906.250000 Penalty: 5166.267578
	Iteration 41Q: 3 clusters Score -2633906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -2633906.250000 Penalty: 5166.267578
	Iteration 42F: 3 clusters Score -2633906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (127248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127248 members 
Entering Unmasked Estep 
Score: -10254523.000000 Penalty: 2914.965332
	Iteration 0F: 2 clusters Score -1.025452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -10169100.000000 Penalty: 5829.930664
	Iteration 0F: 3 clusters Score -1.01691e+07 nChanged 60488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -10204196.000000 Penalty: 5829.930664
	Iteration 1F: 3 clusters Score -1.02042e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -10204955.000000 Penalty: 5829.930664
	Iteration 2Q: 3 clusters Score -1.020496e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -10205983.000000 Penalty: 5829.930664
	Iteration 3Q: 3 clusters Score -1.020598e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -10207544.000000 Penalty: 5829.930664
	Iteration 4Q: 3 clusters Score -1.020754e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -10210062.000000 Penalty: 5829.930664
	Iteration 5Q: 3 clusters Score -1.021006e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -10214151.000000 Penalty: 5829.930664
	Iteration 6F: 3 clusters Score -1.021415e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -10220508.000000 Penalty: 5829.930664
	Iteration 7F: 3 clusters Score -1.022051e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -10229176.000000 Penalty: 5829.930664
	Iteration 8F: 3 clusters Score -1.022918e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -10238201.000000 Penalty: 5829.930664
	Iteration 9F: 3 clusters Score -1.02382e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -10244970.000000 Penalty: 5829.930664
	Iteration 10F: 3 clusters Score -1.024497e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -10248756.000000 Penalty: 5829.930664
	Iteration 11Q: 3 clusters Score -1.024876e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10250481.000000 Penalty: 5829.930664
	Iteration 12Q: 3 clusters Score -1.025048e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126371 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10251285.000000 Penalty: 5829.930664
	Iteration 13Q: 3 clusters Score -1.025128e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10251617.000000 Penalty: 5829.930664
	Iteration 14Q: 3 clusters Score -1.025162e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10251768.000000 Penalty: 5829.930664
	Iteration 15Q: 3 clusters Score -1.025177e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10251850.000000 Penalty: 5829.930664
	Iteration 16Q: 3 clusters Score -1.025185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10251895.000000 Penalty: 5829.930664
	Iteration 17Q: 3 clusters Score -1.02519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10251913.000000 Penalty: 5829.930664
	Iteration 18Q: 3 clusters Score -1.025191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126893 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10251935.000000 Penalty: 5829.930664
	Iteration 19Q: 3 clusters Score -1.025194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10251956.000000 Penalty: 5829.930664
	Iteration 20F: 3 clusters Score -1.025196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10251963.000000 Penalty: 5829.930664
	Iteration 21Q: 3 clusters Score -1.025196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126898 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10251966.000000 Penalty: 5829.930664
	Iteration 22Q: 3 clusters Score -1.025197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10251971.000000 Penalty: 5829.930664
	Iteration 23Q: 3 clusters Score -1.025197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126898 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10251971.000000 Penalty: 5829.930664
	Iteration 24Q: 3 clusters Score -1.025197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10251972.000000 Penalty: 5829.930664
	Iteration 25Q: 3 clusters Score -1.025197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10251972.000000 Penalty: 5829.930664
	Iteration 26F: 3 clusters Score -1.025197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -340847.625000 Penalty: 2077.783936
	Iteration 0F: 2 clusters Score -340847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -336742.687500 Penalty: 4155.567871
	Iteration 0F: 3 clusters Score -336742.7 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -337649.000000 Penalty: 4155.567871
	Iteration 1F: 3 clusters Score -337649 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -337849.312500 Penalty: 4155.567871
	Iteration 2F: 3 clusters Score -337849.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -337982.593750 Penalty: 4155.567871
	Iteration 3Q: 3 clusters Score -337982.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -338136.656250 Penalty: 4155.567871
	Iteration 4Q: 3 clusters Score -338136.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -338309.812500 Penalty: 4155.567871
	Iteration 5Q: 3 clusters Score -338309.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -338506.312500 Penalty: 4155.567871
	Iteration 6Q: 3 clusters Score -338506.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -338714.843750 Penalty: 4155.567871
	Iteration 7Q: 3 clusters Score -338714.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -338945.125000 Penalty: 4155.567871
	Iteration 8F: 3 clusters Score -338945.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -339112.906250 Penalty: 4155.567871
	Iteration 9Q: 3 clusters Score -339112.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -339234.218750 Penalty: 4155.567871
	Iteration 10Q: 3 clusters Score -339234.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -339324.968750 Penalty: 4155.567871
	Iteration 11Q: 3 clusters Score -339325 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -339391.812500 Penalty: 4155.567871
	Iteration 12Q: 3 clusters Score -339391.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -339451.093750 Penalty: 4155.567871
	Iteration 13Q: 3 clusters Score -339451.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -339501.343750 Penalty: 4155.567871
	Iteration 14Q: 3 clusters Score -339501.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -339540.250000 Penalty: 4155.567871
	Iteration 15Q: 3 clusters Score -339540.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -339560.250000 Penalty: 4155.567871
	Iteration 16Q: 3 clusters Score -339560.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -339579.812500 Penalty: 4155.567871
	Iteration 17Q: 3 clusters Score -339579.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -339589.187500 Penalty: 4155.567871
	Iteration 18Q: 3 clusters Score -339589.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -339599.750000 Penalty: 4155.567871
	Iteration 19Q: 3 clusters Score -339599.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -339613.218750 Penalty: 4155.567871
	Iteration 20F: 3 clusters Score -339613.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -339619.125000 Penalty: 4155.567871
	Iteration 21Q: 3 clusters Score -339619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -339625.343750 Penalty: 4155.567871
	Iteration 22Q: 3 clusters Score -339625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -339627.406250 Penalty: 4155.567871
	Iteration 23Q: 3 clusters Score -339627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -339629.812500 Penalty: 4155.567871
	Iteration 24Q: 3 clusters Score -339629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -339632.312500 Penalty: 4155.567871
	Iteration 25Q: 3 clusters Score -339632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -339633.937500 Penalty: 4155.567871
	Iteration 26Q: 3 clusters Score -339633.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -339638.000000 Penalty: 4155.567871
	Iteration 27Q: 3 clusters Score -339638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -339643.375000 Penalty: 4155.567871
	Iteration 28Q: 3 clusters Score -339643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -339648.718750 Penalty: 4155.567871
	Iteration 29Q: 3 clusters Score -339648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -339653.218750 Penalty: 4155.567871
	Iteration 30Q: 3 clusters Score -339653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -339657.406250 Penalty: 4155.567871
	Iteration 31Q: 3 clusters Score -339657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -339659.687500 Penalty: 4155.567871
	Iteration 32Q: 3 clusters Score -339659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -339661.218750 Penalty: 4155.567871
	Iteration 33Q: 3 clusters Score -339661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -339663.125000 Penalty: 4155.567871
	Iteration 34Q: 3 clusters Score -339663.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -339663.968750 Penalty: 4155.567871
	Iteration 35Q: 3 clusters Score -339664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -339662.562500 Penalty: 4155.567871
	Iteration 36Q: 3 clusters Score -339662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -339662.562500 Penalty: 4155.567871
	Iteration 37F: 3 clusters Score -339662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Entering Unmasked Estep 
Score: -386749.250000 Penalty: 2143.668701
	Iteration 0F: 2 clusters Score -386749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -381832.593750 Penalty: 4287.337402
	Iteration 0F: 3 clusters Score -381832.6 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -383173.531250 Penalty: 4287.337402
	Iteration 1F: 3 clusters Score -383173.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -383484.906250 Penalty: 4287.337402
	Iteration 2F: 3 clusters Score -383484.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -383709.437500 Penalty: 4287.337402
	Iteration 3F: 3 clusters Score -383709.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -383883.937500 Penalty: 4287.337402
	Iteration 4Q: 3 clusters Score -383883.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -384024.625000 Penalty: 4287.337402
	Iteration 5Q: 3 clusters Score -384024.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -384127.250000 Penalty: 4287.337402
	Iteration 6Q: 3 clusters Score -384127.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -384207.500000 Penalty: 4287.337402
	Iteration 7Q: 3 clusters Score -384207.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -384271.531250 Penalty: 4287.337402
	Iteration 8Q: 3 clusters Score -384271.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -384330.281250 Penalty: 4287.337402
	Iteration 9Q: 3 clusters Score -384330.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -384378.500000 Penalty: 4287.337402
	Iteration 10Q: 3 clusters Score -384378.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -384421.375000 Penalty: 4287.337402
	Iteration 11Q: 3 clusters Score -384421.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -384461.312500 Penalty: 4287.337402
	Iteration 12Q: 3 clusters Score -384461.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -384496.656250 Penalty: 4287.337402
	Iteration 13Q: 3 clusters Score -384496.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -384540.187500 Penalty: 4287.337402
	Iteration 14Q: 3 clusters Score -384540.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -384580.843750 Penalty: 4287.337402
	Iteration 15Q: 3 clusters Score -384580.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -384616.187500 Penalty: 4287.337402
	Iteration 16Q: 3 clusters Score -384616.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -384659.656250 Penalty: 4287.337402
	Iteration 17Q: 3 clusters Score -384659.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -384703.218750 Penalty: 4287.337402
	Iteration 18Q: 3 clusters Score -384703.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -384750.218750 Penalty: 4287.337402
	Iteration 19Q: 3 clusters Score -384750.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -384788.406250 Penalty: 4287.337402
	Iteration 20F: 3 clusters Score -384788.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -384813.031250 Penalty: 4287.337402
	Iteration 21Q: 3 clusters Score -384813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384840.968750 Penalty: 4287.337402
	Iteration 22Q: 3 clusters Score -384841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -384868.500000 Penalty: 4287.337402
	Iteration 23Q: 3 clusters Score -384868.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -384888.531250 Penalty: 4287.337402
	Iteration 24Q: 3 clusters Score -384888.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -384907.875000 Penalty: 4287.337402
	Iteration 25Q: 3 clusters Score -384907.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -384922.468750 Penalty: 4287.337402
	Iteration 26Q: 3 clusters Score -384922.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -384937.218750 Penalty: 4287.337402
	Iteration 27Q: 3 clusters Score -384937.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -384951.656250 Penalty: 4287.337402
	Iteration 28Q: 3 clusters Score -384951.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -384964.937500 Penalty: 4287.337402
	Iteration 29Q: 3 clusters Score -384964.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384975.437500 Penalty: 4287.337402
	Iteration 30Q: 3 clusters Score -384975.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -384983.031250 Penalty: 4287.337402
	Iteration 31Q: 3 clusters Score -384983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -384990.062500 Penalty: 4287.337402
	Iteration 32Q: 3 clusters Score -384990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -384994.343750 Penalty: 4287.337402
	Iteration 33Q: 3 clusters Score -384994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -384996.906250 Penalty: 4287.337402
	Iteration 34Q: 3 clusters Score -384996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -384999.468750 Penalty: 4287.337402
	Iteration 35Q: 3 clusters Score -384999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -385003.343750 Penalty: 4287.337402
	Iteration 36Q: 3 clusters Score -385003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -385005.812500 Penalty: 4287.337402
	Iteration 37Q: 3 clusters Score -385005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -385009.093750 Penalty: 4287.337402
	Iteration 38Q: 3 clusters Score -385009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -385010.531250 Penalty: 4287.337402
	Iteration 39Q: 3 clusters Score -385010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -385013.125000 Penalty: 4287.337402
	Iteration 40F: 3 clusters Score -385013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -385014.812500 Penalty: 4287.337402
	Iteration 41Q: 3 clusters Score -385014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -385017.593750 Penalty: 4287.337402
	Iteration 42Q: 3 clusters Score -385017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -385019.406250 Penalty: 4287.337402
	Iteration 43Q: 3 clusters Score -385019.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -385023.156250 Penalty: 4287.337402
	Iteration 44Q: 3 clusters Score -385023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -385027.093750 Penalty: 4287.337402
	Iteration 45Q: 3 clusters Score -385027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -385029.562500 Penalty: 4287.337402
	Iteration 46Q: 3 clusters Score -385029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -385033.843750 Penalty: 4287.337402
	Iteration 47Q: 3 clusters Score -385033.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -385038.718750 Penalty: 4287.337402
	Iteration 48Q: 3 clusters Score -385038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -385042.531250 Penalty: 4287.337402
	Iteration 49Q: 3 clusters Score -385042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385047.125000 Penalty: 4287.337402
	Iteration 50Q: 3 clusters Score -385047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -385049.093750 Penalty: 4287.337402
	Iteration 51Q: 3 clusters Score -385049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -385054.812500 Penalty: 4287.337402
	Iteration 52Q: 3 clusters Score -385054.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -385062.625000 Penalty: 4287.337402
	Iteration 53Q: 3 clusters Score -385062.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -385071.750000 Penalty: 4287.337402
	Iteration 54Q: 3 clusters Score -385071.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -385082.656250 Penalty: 4287.337402
	Iteration 55Q: 3 clusters Score -385082.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -385089.937500 Penalty: 4287.337402
	Iteration 56Q: 3 clusters Score -385089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -385091.125000 Penalty: 4287.337402
	Iteration 57Q: 3 clusters Score -385091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -385093.656250 Penalty: 4287.337402
	Iteration 58Q: 3 clusters Score -385093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -385094.281250 Penalty: 4287.337402
	Iteration 59Q: 3 clusters Score -385094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -385097.625000 Penalty: 4287.337402
	Iteration 60F: 3 clusters Score -385097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -385098.281250 Penalty: 4287.337402
	Iteration 61Q: 3 clusters Score -385098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -385100.375000 Penalty: 4287.337402
	Iteration 62Q: 3 clusters Score -385100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -385102.312500 Penalty: 4287.337402
	Iteration 63Q: 3 clusters Score -385102.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -385107.531250 Penalty: 4287.337402
	Iteration 64Q: 3 clusters Score -385107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -385110.187500 Penalty: 4287.337402
	Iteration 65Q: 3 clusters Score -385110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -385111.468750 Penalty: 4287.337402
	Iteration 66Q: 3 clusters Score -385111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -385114.562500 Penalty: 4287.337402
	Iteration 67Q: 3 clusters Score -385114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -385115.531250 Penalty: 4287.337402
	Iteration 68Q: 3 clusters Score -385115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -385117.000000 Penalty: 4287.337402
	Iteration 69Q: 3 clusters Score -385117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -385117.750000 Penalty: 4287.337402
	Iteration 70Q: 3 clusters Score -385117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -385117.343750 Penalty: 4287.337402
	Iteration 71Q: 3 clusters Score -385117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -385117.843750 Penalty: 4287.337402
	Iteration 72Q: 3 clusters Score -385117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -385119.500000 Penalty: 4287.337402
	Iteration 73Q: 3 clusters Score -385119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -385120.343750 Penalty: 4287.337402
	Iteration 74Q: 3 clusters Score -385120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -385120.687500 Penalty: 4287.337402
	Iteration 75Q: 3 clusters Score -385120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -385120.625000 Penalty: 4287.337402
	Iteration 76Q: 3 clusters Score -385120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -385120.625000 Penalty: 4287.337402
	Iteration 77F: 3 clusters Score -385120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -215129.437500 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -215129.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -211933.609375 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -211933.6 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -212591.406250 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -212591.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -212723.750000 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -212723.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -212797.265625 Penalty: 3957.412354
	Iteration 3Q: 3 clusters Score -212797.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -212857.968750 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -212858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -212903.453125 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -212903.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -212937.437500 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -212937.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -212959.718750 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -212959.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -212982.750000 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -212982.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -213001.656250 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -213001.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -213024.125000 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -213024.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -213037.656250 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -213037.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -213050.312500 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -213050.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -213057.968750 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -213058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -213064.062500 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -213064.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -213069.437500 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -213069.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -213077.765625 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -213077.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -213085.031250 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -213085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -213092.843750 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -213092.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -213102.312500 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -213102.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -213111.250000 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -213111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -213119.921875 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -213119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -213127.500000 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -213127.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -213135.062500 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -213135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -213144.593750 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -213144.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -213154.546875 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -213154.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -213169.640625 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -213169.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -213184.187500 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -213184.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -213198.453125 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -213198.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -213211.109375 Penalty: 3957.412354
	Iteration 29Q: 3 clusters Score -213211.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -213221.781250 Penalty: 3957.412354
	Iteration 30Q: 3 clusters Score -213221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -213234.984375 Penalty: 3957.412354
	Iteration 31Q: 3 clusters Score -213235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -213244.875000 Penalty: 3957.412354
	Iteration 32Q: 3 clusters Score -213244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -213255.015625 Penalty: 3957.412354
	Iteration 33Q: 3 clusters Score -213255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -213257.687500 Penalty: 3957.412354
	Iteration 34Q: 3 clusters Score -213257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -213260.281250 Penalty: 3957.412354
	Iteration 35Q: 3 clusters Score -213260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -213262.312500 Penalty: 3957.412354
	Iteration 36Q: 3 clusters Score -213262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -213264.875000 Penalty: 3957.412354
	Iteration 37Q: 3 clusters Score -213264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -213266.234375 Penalty: 3957.412354
	Iteration 38Q: 3 clusters Score -213266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -213267.109375 Penalty: 3957.412354
	Iteration 39Q: 3 clusters Score -213267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -213268.828125 Penalty: 3957.412354
	Iteration 40F: 3 clusters Score -213268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -213271.000000 Penalty: 3957.412354
	Iteration 41Q: 3 clusters Score -213271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -213271.812500 Penalty: 3957.412354
	Iteration 42Q: 3 clusters Score -213271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -213272.031250 Penalty: 3957.412354
	Iteration 43Q: 3 clusters Score -213272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -213272.031250 Penalty: 3957.412354
	Iteration 44F: 3 clusters Score -213272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Entering Unmasked Estep 
Score: -14308588.000000 Penalty: 2949.207275
	Iteration 0F: 2 clusters Score -1.430859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -14220040.000000 Penalty: 5898.414551
	Iteration 0F: 3 clusters Score -1.422004e+07 nChanged 69979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -14261205.000000 Penalty: 5898.414551
	Iteration 1F: 3 clusters Score -1.42612e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -14262850.000000 Penalty: 5898.414551
	Iteration 2Q: 3 clusters Score -1.426285e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -14264984.000000 Penalty: 5898.414551
	Iteration 3Q: 3 clusters Score -1.426498e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -14268073.000000 Penalty: 5898.414551
	Iteration 4Q: 3 clusters Score -1.426807e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 66410 members 
Entering Unmasked Estep 
Score: -14272028.000000 Penalty: 5898.414551
	Iteration 5F: 3 clusters Score -1.427203e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -14277032.000000 Penalty: 5898.414551
	Iteration 6F: 3 clusters Score -1.427703e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -14283221.000000 Penalty: 5898.414551
	Iteration 7F: 3 clusters Score -1.428322e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -14288821.000000 Penalty: 5898.414551
	Iteration 8F: 3 clusters Score -1.428882e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -14292549.000000 Penalty: 5898.414551
	Iteration 9Q: 3 clusters Score -1.429255e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -14294112.000000 Penalty: 5898.414551
	Iteration 10Q: 3 clusters Score -1.429411e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -14294838.000000 Penalty: 5898.414551
	Iteration 11Q: 3 clusters Score -1.429484e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -14295300.000000 Penalty: 5898.414551
	Iteration 12Q: 3 clusters Score -1.42953e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -14295716.000000 Penalty: 5898.414551
	Iteration 13Q: 3 clusters Score -1.429572e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -14296182.000000 Penalty: 5898.414551
	Iteration 14Q: 3 clusters Score -1.429618e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -14296788.000000 Penalty: 5898.414551
	Iteration 15Q: 3 clusters Score -1.429679e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -14297447.000000 Penalty: 5898.414551
	Iteration 16Q: 3 clusters Score -1.429745e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -14298064.000000 Penalty: 5898.414551
	Iteration 17Q: 3 clusters Score -1.429806e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -14298814.000000 Penalty: 5898.414551
	Iteration 18Q: 3 clusters Score -1.429881e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -14299578.000000 Penalty: 5898.414551
	Iteration 19Q: 3 clusters Score -1.429958e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -14300527.000000 Penalty: 5898.414551
	Iteration 20F: 3 clusters Score -1.430053e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -14301435.000000 Penalty: 5898.414551
	Iteration 21Q: 3 clusters Score -1.430144e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -14302338.000000 Penalty: 5898.414551
	Iteration 22Q: 3 clusters Score -1.430234e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -14303279.000000 Penalty: 5898.414551
	Iteration 23Q: 3 clusters Score -1.430328e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -14304394.000000 Penalty: 5898.414551
	Iteration 24Q: 3 clusters Score -1.430439e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -14305295.000000 Penalty: 5898.414551
	Iteration 25Q: 3 clusters Score -1.43053e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124562 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -14306218.000000 Penalty: 5898.414551
	Iteration 26Q: 3 clusters Score -1.430622e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -14306809.000000 Penalty: 5898.414551
	Iteration 27Q: 3 clusters Score -1.430681e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128356 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -14307133.000000 Penalty: 5898.414551
	Iteration 28Q: 3 clusters Score -1.430713e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -14307533.000000 Penalty: 5898.414551
	Iteration 29Q: 3 clusters Score -1.430753e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131438 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -14307698.000000 Penalty: 5898.414551
	Iteration 30Q: 3 clusters Score -1.43077e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -14307841.000000 Penalty: 5898.414551
	Iteration 31Q: 3 clusters Score -1.430784e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -14307883.000000 Penalty: 5898.414551
	Iteration 32Q: 3 clusters Score -1.430788e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -14307830.000000 Penalty: 5898.414551
	Iteration 33Q: 3 clusters Score -1.430783e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -14307772.000000 Penalty: 5898.414551
	Iteration 34Q: 3 clusters Score -1.430777e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136362 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -14307726.000000 Penalty: 5898.414551
	Iteration 35Q: 3 clusters Score -1.430773e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -14307666.000000 Penalty: 5898.414551
	Iteration 36Q: 3 clusters Score -1.430767e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -14307628.000000 Penalty: 5898.414551
	Iteration 37Q: 3 clusters Score -1.430763e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137992 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -14307588.000000 Penalty: 5898.414551
	Iteration 38Q: 3 clusters Score -1.430759e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -14307494.000000 Penalty: 5898.414551
	Iteration 39Q: 3 clusters Score -1.430749e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138882 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -14307429.000000 Penalty: 5898.414551
	Iteration 40F: 3 clusters Score -1.430743e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139221 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -14307383.000000 Penalty: 5898.414551
	Iteration 41Q: 3 clusters Score -1.430738e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139523 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -14307320.000000 Penalty: 5898.414551
	Iteration 42Q: 3 clusters Score -1.430732e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -14307345.000000 Penalty: 5898.414551
	Iteration 43Q: 3 clusters Score -1.430734e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -14307312.000000 Penalty: 5898.414551
	Iteration 44Q: 3 clusters Score -1.430731e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14307253.000000 Penalty: 5898.414551
	Iteration 45Q: 3 clusters Score -1.430725e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -14307176.000000 Penalty: 5898.414551
	Iteration 46Q: 3 clusters Score -1.430718e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140732 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -14307174.000000 Penalty: 5898.414551
	Iteration 47Q: 3 clusters Score -1.430717e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140896 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -14307166.000000 Penalty: 5898.414551
	Iteration 48Q: 3 clusters Score -1.430717e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141038 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -14307126.000000 Penalty: 5898.414551
	Iteration 49Q: 3 clusters Score -1.430713e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141165 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -14307087.000000 Penalty: 5898.414551
	Iteration 50Q: 3 clusters Score -1.430709e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -14307031.000000 Penalty: 5898.414551
	Iteration 51Q: 3 clusters Score -1.430703e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141392 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -14307006.000000 Penalty: 5898.414551
	Iteration 52Q: 3 clusters Score -1.430701e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141479 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -14307000.000000 Penalty: 5898.414551
	Iteration 53Q: 3 clusters Score -1.4307e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -14306974.000000 Penalty: 5898.414551
	Iteration 54Q: 3 clusters Score -1.430697e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141644 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -14306946.000000 Penalty: 5898.414551
	Iteration 55Q: 3 clusters Score -1.430695e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141712 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -14306931.000000 Penalty: 5898.414551
	Iteration 56Q: 3 clusters Score -1.430693e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -14306940.000000 Penalty: 5898.414551
	Iteration 57Q: 3 clusters Score -1.430694e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -14306948.000000 Penalty: 5898.414551
	Iteration 58Q: 3 clusters Score -1.430695e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -14306945.000000 Penalty: 5898.414551
	Iteration 59Q: 3 clusters Score -1.430694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141923 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -14306931.000000 Penalty: 5898.414551
	Iteration 60F: 3 clusters Score -1.430693e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141963 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -14306917.000000 Penalty: 5898.414551
	Iteration 61Q: 3 clusters Score -1.430692e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14306922.000000 Penalty: 5898.414551
	Iteration 62Q: 3 clusters Score -1.430692e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -14306926.000000 Penalty: 5898.414551
	Iteration 63Q: 3 clusters Score -1.430693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142073 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -14306926.000000 Penalty: 5898.414551
	Iteration 64Q: 3 clusters Score -1.430693e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -14306915.000000 Penalty: 5898.414551
	Iteration 65Q: 3 clusters Score -1.430692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142119 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -14306897.000000 Penalty: 5898.414551
	Iteration 66Q: 3 clusters Score -1.43069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -14306919.000000 Penalty: 5898.414551
	Iteration 67Q: 3 clusters Score -1.430692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -14306915.000000 Penalty: 5898.414551
	Iteration 68Q: 3 clusters Score -1.430692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -14306905.000000 Penalty: 5898.414551
	Iteration 69Q: 3 clusters Score -1.43069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142219 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -14306902.000000 Penalty: 5898.414551
	Iteration 70Q: 3 clusters Score -1.43069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -14306899.000000 Penalty: 5898.414551
	Iteration 71Q: 3 clusters Score -1.43069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -14306907.000000 Penalty: 5898.414551
	Iteration 72Q: 3 clusters Score -1.430691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -14306897.000000 Penalty: 5898.414551
	Iteration 73Q: 3 clusters Score -1.43069e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142338 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -14306862.000000 Penalty: 5898.414551
	Iteration 74Q: 3 clusters Score -1.430686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142372 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -14306863.000000 Penalty: 5898.414551
	Iteration 75Q: 3 clusters Score -1.430686e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142405 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -14306865.000000 Penalty: 5898.414551
	Iteration 76Q: 3 clusters Score -1.430686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14306855.000000 Penalty: 5898.414551
	Iteration 77Q: 3 clusters Score -1.430686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142450 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -14306869.000000 Penalty: 5898.414551
	Iteration 78Q: 3 clusters Score -1.430687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -14306852.000000 Penalty: 5898.414551
	Iteration 79Q: 3 clusters Score -1.430685e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -14306862.000000 Penalty: 5898.414551
	Iteration 80F: 3 clusters Score -1.430686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -14306858.000000 Penalty: 5898.414551
	Iteration 81Q: 3 clusters Score -1.430686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -14306841.000000 Penalty: 5898.414551
	Iteration 82Q: 3 clusters Score -1.430684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -14306842.000000 Penalty: 5898.414551
	Iteration 83Q: 3 clusters Score -1.430684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142579 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -14306825.000000 Penalty: 5898.414551
	Iteration 84Q: 3 clusters Score -1.430682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -14306810.000000 Penalty: 5898.414551
	Iteration 85Q: 3 clusters Score -1.430681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -14306810.000000 Penalty: 5898.414551
	Iteration 86Q: 3 clusters Score -1.430681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -14306809.000000 Penalty: 5898.414551
	Iteration 87Q: 3 clusters Score -1.430681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -14306807.000000 Penalty: 5898.414551
	Iteration 88Q: 3 clusters Score -1.430681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -14306809.000000 Penalty: 5898.414551
	Iteration 89Q: 3 clusters Score -1.430681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -14306809.000000 Penalty: 5898.414551
	Iteration 90F: 3 clusters Score -1.430681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Entering Unmasked Estep 
Score: -1571180.375000 Penalty: 2471.659424
	Iteration 0F: 2 clusters Score -1571180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1556329.000000 Penalty: 4943.318848
	Iteration 0F: 3 clusters Score -1556329 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1561594.875000 Penalty: 4943.318848
	Iteration 1F: 3 clusters Score -1561595 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1562261.250000 Penalty: 4943.318848
	Iteration 2F: 3 clusters Score -1562261 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1562898.000000 Penalty: 4943.318848
	Iteration 3F: 3 clusters Score -1562898 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1563544.000000 Penalty: 4943.318848
	Iteration 4F: 3 clusters Score -1563544 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1564143.125000 Penalty: 4943.318848
	Iteration 5F: 3 clusters Score -1564143 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1564691.500000 Penalty: 4943.318848
	Iteration 6Q: 3 clusters Score -1564692 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1565202.625000 Penalty: 4943.318848
	Iteration 7Q: 3 clusters Score -1565203 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1565573.250000 Penalty: 4943.318848
	Iteration 8Q: 3 clusters Score -1565573 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1565884.625000 Penalty: 4943.318848
	Iteration 9Q: 3 clusters Score -1565885 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1566153.250000 Penalty: 4943.318848
	Iteration 10Q: 3 clusters Score -1566153 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1566411.125000 Penalty: 4943.318848
	Iteration 11Q: 3 clusters Score -1566411 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1566617.125000 Penalty: 4943.318848
	Iteration 12Q: 3 clusters Score -1566617 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1566740.125000 Penalty: 4943.318848
	Iteration 13Q: 3 clusters Score -1566740 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1566839.500000 Penalty: 4943.318848
	Iteration 14Q: 3 clusters Score -1566840 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1566928.750000 Penalty: 4943.318848
	Iteration 15Q: 3 clusters Score -1566929 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1566995.250000 Penalty: 4943.318848
	Iteration 16Q: 3 clusters Score -1566995 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1567064.875000 Penalty: 4943.318848
	Iteration 17Q: 3 clusters Score -1567065 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1567119.875000 Penalty: 4943.318848
	Iteration 18Q: 3 clusters Score -1567120 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1567179.500000 Penalty: 4943.318848
	Iteration 19Q: 3 clusters Score -1567180 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1567230.750000 Penalty: 4943.318848
	Iteration 20F: 3 clusters Score -1567231 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1567277.000000 Penalty: 4943.318848
	Iteration 21Q: 3 clusters Score -1567277 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1567325.625000 Penalty: 4943.318848
	Iteration 22Q: 3 clusters Score -1567326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1567374.250000 Penalty: 4943.318848
	Iteration 23Q: 3 clusters Score -1567374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1567409.000000 Penalty: 4943.318848
	Iteration 24Q: 3 clusters Score -1567409 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1567460.000000 Penalty: 4943.318848
	Iteration 25Q: 3 clusters Score -1567460 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1567516.625000 Penalty: 4943.318848
	Iteration 26Q: 3 clusters Score -1567517 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1567571.500000 Penalty: 4943.318848
	Iteration 27Q: 3 clusters Score -1567572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1567632.500000 Penalty: 4943.318848
	Iteration 28Q: 3 clusters Score -1567632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1567700.750000 Penalty: 4943.318848
	Iteration 29Q: 3 clusters Score -1567701 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1567790.500000 Penalty: 4943.318848
	Iteration 30Q: 3 clusters Score -1567790 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1567884.125000 Penalty: 4943.318848
	Iteration 31Q: 3 clusters Score -1567884 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1567979.375000 Penalty: 4943.318848
	Iteration 32Q: 3 clusters Score -1567979 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1568080.875000 Penalty: 4943.318848
	Iteration 33Q: 3 clusters Score -1568081 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1568169.875000 Penalty: 4943.318848
	Iteration 34Q: 3 clusters Score -1568170 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1568245.125000 Penalty: 4943.318848
	Iteration 35Q: 3 clusters Score -1568245 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1568309.375000 Penalty: 4943.318848
	Iteration 36Q: 3 clusters Score -1568309 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1568361.000000 Penalty: 4943.318848
	Iteration 37Q: 3 clusters Score -1568361 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1568414.625000 Penalty: 4943.318848
	Iteration 38Q: 3 clusters Score -1568415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1568475.250000 Penalty: 4943.318848
	Iteration 39Q: 3 clusters Score -1568475 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1568529.750000 Penalty: 4943.318848
	Iteration 40F: 3 clusters Score -1568530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1568592.000000 Penalty: 4943.318848
	Iteration 41Q: 3 clusters Score -1568592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1568657.125000 Penalty: 4943.318848
	Iteration 42Q: 3 clusters Score -1568657 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1568703.250000 Penalty: 4943.318848
	Iteration 43Q: 3 clusters Score -1568703 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1568763.125000 Penalty: 4943.318848
	Iteration 44Q: 3 clusters Score -1568763 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1568817.875000 Penalty: 4943.318848
	Iteration 45Q: 3 clusters Score -1568818 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -1568863.250000 Penalty: 4943.318848
	Iteration 46Q: 3 clusters Score -1568863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1568906.125000 Penalty: 4943.318848
	Iteration 47Q: 3 clusters Score -1568906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1568942.250000 Penalty: 4943.318848
	Iteration 48Q: 3 clusters Score -1568942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1568969.125000 Penalty: 4943.318848
	Iteration 49Q: 3 clusters Score -1568969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1569005.875000 Penalty: 4943.318848
	Iteration 50Q: 3 clusters Score -1569006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1569045.875000 Penalty: 4943.318848
	Iteration 51Q: 3 clusters Score -1569046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1569084.750000 Penalty: 4943.318848
	Iteration 52Q: 3 clusters Score -1569085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1569119.125000 Penalty: 4943.318848
	Iteration 53Q: 3 clusters Score -1569119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1569140.875000 Penalty: 4943.318848
	Iteration 54Q: 3 clusters Score -1569141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1569162.375000 Penalty: 4943.318848
	Iteration 55Q: 3 clusters Score -1569162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1569184.750000 Penalty: 4943.318848
	Iteration 56Q: 3 clusters Score -1569185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1569198.500000 Penalty: 4943.318848
	Iteration 57Q: 3 clusters Score -1569198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1569219.250000 Penalty: 4943.318848
	Iteration 58Q: 3 clusters Score -1569219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -1569233.875000 Penalty: 4943.318848
	Iteration 59Q: 3 clusters Score -1569234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1569243.250000 Penalty: 4943.318848
	Iteration 60F: 3 clusters Score -1569243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1569251.625000 Penalty: 4943.318848
	Iteration 61Q: 3 clusters Score -1569252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1569257.000000 Penalty: 4943.318848
	Iteration 62Q: 3 clusters Score -1569257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1569268.625000 Penalty: 4943.318848
	Iteration 63Q: 3 clusters Score -1569269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1569281.625000 Penalty: 4943.318848
	Iteration 64Q: 3 clusters Score -1569282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1569300.750000 Penalty: 4943.318848
	Iteration 65Q: 3 clusters Score -1569301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -1569311.250000 Penalty: 4943.318848
	Iteration 66Q: 3 clusters Score -1569311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1569315.375000 Penalty: 4943.318848
	Iteration 67Q: 3 clusters Score -1569315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -1569321.750000 Penalty: 4943.318848
	Iteration 68Q: 3 clusters Score -1569322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1569324.375000 Penalty: 4943.318848
	Iteration 69Q: 3 clusters Score -1569324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1569327.000000 Penalty: 4943.318848
	Iteration 70Q: 3 clusters Score -1569327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -1569327.250000 Penalty: 4943.318848
	Iteration 71Q: 3 clusters Score -1569327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1569327.500000 Penalty: 4943.318848
	Iteration 72Q: 3 clusters Score -1569328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1569332.000000 Penalty: 4943.318848
	Iteration 73Q: 3 clusters Score -1569332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1569331.625000 Penalty: 4943.318848
	Iteration 74Q: 3 clusters Score -1569332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -1569332.500000 Penalty: 4943.318848
	Iteration 75Q: 3 clusters Score -1569332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1569333.125000 Penalty: 4943.318848
	Iteration 76Q: 3 clusters Score -1569333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1569333.375000 Penalty: 4943.318848
	Iteration 77Q: 3 clusters Score -1569333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1569334.750000 Penalty: 4943.318848
	Iteration 78Q: 3 clusters Score -1569335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1569334.750000 Penalty: 4943.318848
	Iteration 79F: 3 clusters Score -1569335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Entering Unmasked Estep 
Score: -573975.250000 Penalty: 2206.387695
	Iteration 0F: 2 clusters Score -573975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -567977.812500 Penalty: 4412.775391
	Iteration 0F: 3 clusters Score -567977.8 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -569671.312500 Penalty: 4412.775391
	Iteration 1F: 3 clusters Score -569671.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -570077.875000 Penalty: 4412.775391
	Iteration 2F: 3 clusters Score -570077.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -570345.937500 Penalty: 4412.775391
	Iteration 3F: 3 clusters Score -570345.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -570553.687500 Penalty: 4412.775391
	Iteration 4Q: 3 clusters Score -570553.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -570724.125000 Penalty: 4412.775391
	Iteration 5Q: 3 clusters Score -570724.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -570866.437500 Penalty: 4412.775391
	Iteration 6Q: 3 clusters Score -570866.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -571029.812500 Penalty: 4412.775391
	Iteration 7Q: 3 clusters Score -571029.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -571183.875000 Penalty: 4412.775391
	Iteration 8Q: 3 clusters Score -571183.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -571331.187500 Penalty: 4412.775391
	Iteration 9Q: 3 clusters Score -571331.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -571460.937500 Penalty: 4412.775391
	Iteration 10Q: 3 clusters Score -571460.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -571567.000000 Penalty: 4412.775391
	Iteration 11Q: 3 clusters Score -571567 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -571673.875000 Penalty: 4412.775391
	Iteration 12Q: 3 clusters Score -571673.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -571764.062500 Penalty: 4412.775391
	Iteration 13Q: 3 clusters Score -571764.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -571829.812500 Penalty: 4412.775391
	Iteration 14Q: 3 clusters Score -571829.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -571895.375000 Penalty: 4412.775391
	Iteration 15Q: 3 clusters Score -571895.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -571952.125000 Penalty: 4412.775391
	Iteration 16Q: 3 clusters Score -571952.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -572006.000000 Penalty: 4412.775391
	Iteration 17Q: 3 clusters Score -572006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -572057.937500 Penalty: 4412.775391
	Iteration 18Q: 3 clusters Score -572057.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -572093.187500 Penalty: 4412.775391
	Iteration 19Q: 3 clusters Score -572093.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -572132.250000 Penalty: 4412.775391
	Iteration 20F: 3 clusters Score -572132.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -572168.062500 Penalty: 4412.775391
	Iteration 21Q: 3 clusters Score -572168.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -572192.125000 Penalty: 4412.775391
	Iteration 22Q: 3 clusters Score -572192.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -572214.187500 Penalty: 4412.775391
	Iteration 23Q: 3 clusters Score -572214.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -572239.812500 Penalty: 4412.775391
	Iteration 24Q: 3 clusters Score -572239.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -572262.250000 Penalty: 4412.775391
	Iteration 25Q: 3 clusters Score -572262.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -572281.875000 Penalty: 4412.775391
	Iteration 26Q: 3 clusters Score -572281.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -572308.187500 Penalty: 4412.775391
	Iteration 27Q: 3 clusters Score -572308.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -572334.750000 Penalty: 4412.775391
	Iteration 28Q: 3 clusters Score -572334.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -572358.000000 Penalty: 4412.775391
	Iteration 29Q: 3 clusters Score -572358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -572381.875000 Penalty: 4412.775391
	Iteration 30Q: 3 clusters Score -572381.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -572407.375000 Penalty: 4412.775391
	Iteration 31Q: 3 clusters Score -572407.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -572431.312500 Penalty: 4412.775391
	Iteration 32Q: 3 clusters Score -572431.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -572451.687500 Penalty: 4412.775391
	Iteration 33Q: 3 clusters Score -572451.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -572472.437500 Penalty: 4412.775391
	Iteration 34Q: 3 clusters Score -572472.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -572489.875000 Penalty: 4412.775391
	Iteration 35Q: 3 clusters Score -572489.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -572501.562500 Penalty: 4412.775391
	Iteration 36Q: 3 clusters Score -572501.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -572516.125000 Penalty: 4412.775391
	Iteration 37Q: 3 clusters Score -572516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -572526.437500 Penalty: 4412.775391
	Iteration 38Q: 3 clusters Score -572526.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -572532.562500 Penalty: 4412.775391
	Iteration 39Q: 3 clusters Score -572532.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -572539.875000 Penalty: 4412.775391
	Iteration 40F: 3 clusters Score -572539.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -572545.312500 Penalty: 4412.775391
	Iteration 41Q: 3 clusters Score -572545.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -572548.750000 Penalty: 4412.775391
	Iteration 42Q: 3 clusters Score -572548.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -572557.437500 Penalty: 4412.775391
	Iteration 43Q: 3 clusters Score -572557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -572560.375000 Penalty: 4412.775391
	Iteration 44Q: 3 clusters Score -572560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -572563.250000 Penalty: 4412.775391
	Iteration 45Q: 3 clusters Score -572563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -572566.312500 Penalty: 4412.775391
	Iteration 46Q: 3 clusters Score -572566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -572570.500000 Penalty: 4412.775391
	Iteration 47Q: 3 clusters Score -572570.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -572573.625000 Penalty: 4412.775391
	Iteration 48Q: 3 clusters Score -572573.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -572577.125000 Penalty: 4412.775391
	Iteration 49Q: 3 clusters Score -572577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -572577.250000 Penalty: 4412.775391
	Iteration 50Q: 3 clusters Score -572577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -572577.250000 Penalty: 4412.775391
	Iteration 51F: 3 clusters Score -572577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Entering Unmasked Estep 
Score: -11605867.000000 Penalty: 2878.961914
	Iteration 0F: 2 clusters Score -1.160587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -11534097.000000 Penalty: 5757.923828
	Iteration 0F: 3 clusters Score -1.15341e+07 nChanged 52279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -11563841.000000 Penalty: 5757.923828
	Iteration 1F: 3 clusters Score -1.156384e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -11564743.000000 Penalty: 5757.923828
	Iteration 2Q: 3 clusters Score -1.156474e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -11565868.000000 Penalty: 5757.923828
	Iteration 3Q: 3 clusters Score -1.156587e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -11567525.000000 Penalty: 5757.923828
	Iteration 4Q: 3 clusters Score -1.156752e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -11570443.000000 Penalty: 5757.923828
	Iteration 5F: 3 clusters Score -1.157044e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -11574706.000000 Penalty: 5757.923828
	Iteration 6F: 3 clusters Score -1.157471e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -11580763.000000 Penalty: 5757.923828
	Iteration 7F: 3 clusters Score -1.158076e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -11586990.000000 Penalty: 5757.923828
	Iteration 8F: 3 clusters Score -1.158699e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -11592463.000000 Penalty: 5757.923828
	Iteration 9F: 3 clusters Score -1.159246e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -11596527.000000 Penalty: 5757.923828
	Iteration 10Q: 3 clusters Score -1.159653e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94540 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -11599042.000000 Penalty: 5757.923828
	Iteration 11Q: 3 clusters Score -1.159904e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -11600276.000000 Penalty: 5757.923828
	Iteration 12Q: 3 clusters Score -1.160028e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -11600942.000000 Penalty: 5757.923828
	Iteration 13Q: 3 clusters Score -1.160094e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -11601312.000000 Penalty: 5757.923828
	Iteration 14Q: 3 clusters Score -1.160131e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99191 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -11601563.000000 Penalty: 5757.923828
	Iteration 15Q: 3 clusters Score -1.160156e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -11601767.000000 Penalty: 5757.923828
	Iteration 16Q: 3 clusters Score -1.160177e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -11601922.000000 Penalty: 5757.923828
	Iteration 17Q: 3 clusters Score -1.160192e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -11602106.000000 Penalty: 5757.923828
	Iteration 18Q: 3 clusters Score -1.160211e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -11602233.000000 Penalty: 5757.923828
	Iteration 19Q: 3 clusters Score -1.160223e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -11602316.000000 Penalty: 5757.923828
	Iteration 20F: 3 clusters Score -1.160232e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -11602427.000000 Penalty: 5757.923828
	Iteration 21Q: 3 clusters Score -1.160243e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -11602525.000000 Penalty: 5757.923828
	Iteration 22Q: 3 clusters Score -1.160252e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -11602579.000000 Penalty: 5757.923828
	Iteration 23Q: 3 clusters Score -1.160258e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -11602609.000000 Penalty: 5757.923828
	Iteration 24Q: 3 clusters Score -1.160261e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -11602661.000000 Penalty: 5757.923828
	Iteration 25Q: 3 clusters Score -1.160266e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -11602751.000000 Penalty: 5757.923828
	Iteration 26Q: 3 clusters Score -1.160275e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -11602812.000000 Penalty: 5757.923828
	Iteration 27Q: 3 clusters Score -1.160281e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104821 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -11602941.000000 Penalty: 5757.923828
	Iteration 28Q: 3 clusters Score -1.160294e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -11602992.000000 Penalty: 5757.923828
	Iteration 29Q: 3 clusters Score -1.160299e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -11603067.000000 Penalty: 5757.923828
	Iteration 30Q: 3 clusters Score -1.160307e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -11603100.000000 Penalty: 5757.923828
	Iteration 31Q: 3 clusters Score -1.16031e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -11603157.000000 Penalty: 5757.923828
	Iteration 32Q: 3 clusters Score -1.160316e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -11603209.000000 Penalty: 5757.923828
	Iteration 33Q: 3 clusters Score -1.160321e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106084 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -11603259.000000 Penalty: 5757.923828
	Iteration 34Q: 3 clusters Score -1.160326e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -11603255.000000 Penalty: 5757.923828
	Iteration 35Q: 3 clusters Score -1.160326e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -11603274.000000 Penalty: 5757.923828
	Iteration 36Q: 3 clusters Score -1.160327e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -11603313.000000 Penalty: 5757.923828
	Iteration 37Q: 3 clusters Score -1.160331e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -11603295.000000 Penalty: 5757.923828
	Iteration 38Q: 3 clusters Score -1.16033e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -11603330.000000 Penalty: 5757.923828
	Iteration 39Q: 3 clusters Score -1.160333e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -11603331.000000 Penalty: 5757.923828
	Iteration 40F: 3 clusters Score -1.160333e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106865 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -11603360.000000 Penalty: 5757.923828
	Iteration 41Q: 3 clusters Score -1.160336e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -11603362.000000 Penalty: 5757.923828
	Iteration 42Q: 3 clusters Score -1.160336e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -11603384.000000 Penalty: 5757.923828
	Iteration 43Q: 3 clusters Score -1.160338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -11603421.000000 Penalty: 5757.923828
	Iteration 44Q: 3 clusters Score -1.160342e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -11603451.000000 Penalty: 5757.923828
	Iteration 45Q: 3 clusters Score -1.160345e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -11603462.000000 Penalty: 5757.923828
	Iteration 46Q: 3 clusters Score -1.160346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -11603477.000000 Penalty: 5757.923828
	Iteration 47Q: 3 clusters Score -1.160348e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -11603462.000000 Penalty: 5757.923828
	Iteration 48Q: 3 clusters Score -1.160346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -11603469.000000 Penalty: 5757.923828
	Iteration 49Q: 3 clusters Score -1.160347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -11603459.000000 Penalty: 5757.923828
	Iteration 50Q: 3 clusters Score -1.160346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -11603456.000000 Penalty: 5757.923828
	Iteration 51Q: 3 clusters Score -1.160346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107414 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -11603468.000000 Penalty: 5757.923828
	Iteration 52Q: 3 clusters Score -1.160347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -11603469.000000 Penalty: 5757.923828
	Iteration 53Q: 3 clusters Score -1.160347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107449 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -11603465.000000 Penalty: 5757.923828
	Iteration 54Q: 3 clusters Score -1.160346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -11603471.000000 Penalty: 5757.923828
	Iteration 55Q: 3 clusters Score -1.160347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -11603472.000000 Penalty: 5757.923828
	Iteration 56Q: 3 clusters Score -1.160347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107501 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -11603479.000000 Penalty: 5757.923828
	Iteration 57Q: 3 clusters Score -1.160348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -11603489.000000 Penalty: 5757.923828
	Iteration 58Q: 3 clusters Score -1.160349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -11603480.000000 Penalty: 5757.923828
	Iteration 59Q: 3 clusters Score -1.160348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11603492.000000 Penalty: 5757.923828
	Iteration 60F: 3 clusters Score -1.160349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107586 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11603492.000000 Penalty: 5757.923828
	Iteration 61Q: 3 clusters Score -1.160349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -11603479.000000 Penalty: 5757.923828
	Iteration 62Q: 3 clusters Score -1.160348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -11603490.000000 Penalty: 5757.923828
	Iteration 63Q: 3 clusters Score -1.160349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107646 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -11603482.000000 Penalty: 5757.923828
	Iteration 64Q: 3 clusters Score -1.160348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -11603479.000000 Penalty: 5757.923828
	Iteration 65Q: 3 clusters Score -1.160348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11603500.000000 Penalty: 5757.923828
	Iteration 66Q: 3 clusters Score -1.16035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11603500.000000 Penalty: 5757.923828
	Iteration 67Q: 3 clusters Score -1.16035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -11603500.000000 Penalty: 5757.923828
	Iteration 68Q: 3 clusters Score -1.16035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11603505.000000 Penalty: 5757.923828
	Iteration 69Q: 3 clusters Score -1.16035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -11603513.000000 Penalty: 5757.923828
	Iteration 70Q: 3 clusters Score -1.160351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -11603506.000000 Penalty: 5757.923828
	Iteration 71Q: 3 clusters Score -1.160351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -11603511.000000 Penalty: 5757.923828
	Iteration 72Q: 3 clusters Score -1.160351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -11603500.000000 Penalty: 5757.923828
	Iteration 73Q: 3 clusters Score -1.16035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11603512.000000 Penalty: 5757.923828
	Iteration 74Q: 3 clusters Score -1.160351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -11603515.000000 Penalty: 5757.923828
	Iteration 75Q: 3 clusters Score -1.160352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -11603511.000000 Penalty: 5757.923828
	Iteration 76Q: 3 clusters Score -1.160351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107758 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11603506.000000 Penalty: 5757.923828
	Iteration 77Q: 3 clusters Score -1.160351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -11603515.000000 Penalty: 5757.923828
	Iteration 78Q: 3 clusters Score -1.160352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -11603501.000000 Penalty: 5757.923828
	Iteration 79Q: 3 clusters Score -1.16035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11603516.000000 Penalty: 5757.923828
	Iteration 80F: 3 clusters Score -1.160352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11603510.000000 Penalty: 5757.923828
	Iteration 81Q: 3 clusters Score -1.160351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107778 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11603514.000000 Penalty: 5757.923828
	Iteration 82Q: 3 clusters Score -1.160351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -11603510.000000 Penalty: 5757.923828
	Iteration 83Q: 3 clusters Score -1.160351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -11603508.000000 Penalty: 5757.923828
	Iteration 84Q: 3 clusters Score -1.160351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -11603507.000000 Penalty: 5757.923828
	Iteration 85Q: 3 clusters Score -1.160351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11603512.000000 Penalty: 5757.923828
	Iteration 86Q: 3 clusters Score -1.160351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11603516.000000 Penalty: 5757.923828
	Iteration 87Q: 3 clusters Score -1.160352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -11603526.000000 Penalty: 5757.923828
	Iteration 88Q: 3 clusters Score -1.160353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11603523.000000 Penalty: 5757.923828
	Iteration 89Q: 3 clusters Score -1.160352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -11603521.000000 Penalty: 5757.923828
	Iteration 90Q: 3 clusters Score -1.160352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11603517.000000 Penalty: 5757.923828
	Iteration 91Q: 3 clusters Score -1.160352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11603514.000000 Penalty: 5757.923828
	Iteration 92Q: 3 clusters Score -1.160351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -11603508.000000 Penalty: 5757.923828
	Iteration 93Q: 3 clusters Score -1.160351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -11603513.000000 Penalty: 5757.923828
	Iteration 94Q: 3 clusters Score -1.160351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11603515.000000 Penalty: 5757.923828
	Iteration 95Q: 3 clusters Score -1.160352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11603515.000000 Penalty: 5757.923828
	Iteration 96F: 3 clusters Score -1.160352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -821369.750000 Penalty: 2260.175049
	Iteration 0F: 2 clusters Score -821369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -814326.000000 Penalty: 4520.350098
	Iteration 0F: 3 clusters Score -814326 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -816355.250000 Penalty: 4520.350098
	Iteration 1F: 3 clusters Score -816355.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -816669.062500 Penalty: 4520.350098
	Iteration 2F: 3 clusters Score -816669.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -816922.937500 Penalty: 4520.350098
	Iteration 3F: 3 clusters Score -816922.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -817137.687500 Penalty: 4520.350098
	Iteration 4Q: 3 clusters Score -817137.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -817283.562500 Penalty: 4520.350098
	Iteration 5Q: 3 clusters Score -817283.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -817414.250000 Penalty: 4520.350098
	Iteration 6Q: 3 clusters Score -817414.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -817553.000000 Penalty: 4520.350098
	Iteration 7Q: 3 clusters Score -817553 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -817697.625000 Penalty: 4520.350098
	Iteration 8Q: 3 clusters Score -817697.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -817850.312500 Penalty: 4520.350098
	Iteration 9Q: 3 clusters Score -817850.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -818006.875000 Penalty: 4520.350098
	Iteration 10Q: 3 clusters Score -818006.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -818158.437500 Penalty: 4520.350098
	Iteration 11Q: 3 clusters Score -818158.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -818334.500000 Penalty: 4520.350098
	Iteration 12Q: 3 clusters Score -818334.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -818528.937500 Penalty: 4520.350098
	Iteration 13Q: 3 clusters Score -818528.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -818689.750000 Penalty: 4520.350098
	Iteration 14Q: 3 clusters Score -818689.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -818817.937500 Penalty: 4520.350098
	Iteration 15Q: 3 clusters Score -818817.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -818913.562500 Penalty: 4520.350098
	Iteration 16Q: 3 clusters Score -818913.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -818994.625000 Penalty: 4520.350098
	Iteration 17Q: 3 clusters Score -818994.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -819059.750000 Penalty: 4520.350098
	Iteration 18Q: 3 clusters Score -819059.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -819106.812500 Penalty: 4520.350098
	Iteration 19Q: 3 clusters Score -819106.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -819147.125000 Penalty: 4520.350098
	Iteration 20F: 3 clusters Score -819147.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -819173.937500 Penalty: 4520.350098
	Iteration 21Q: 3 clusters Score -819173.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -819196.125000 Penalty: 4520.350098
	Iteration 22Q: 3 clusters Score -819196.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -819219.312500 Penalty: 4520.350098
	Iteration 23Q: 3 clusters Score -819219.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -819241.750000 Penalty: 4520.350098
	Iteration 24Q: 3 clusters Score -819241.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -819263.812500 Penalty: 4520.350098
	Iteration 25Q: 3 clusters Score -819263.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -819280.125000 Penalty: 4520.350098
	Iteration 26Q: 3 clusters Score -819280.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -819299.125000 Penalty: 4520.350098
	Iteration 27Q: 3 clusters Score -819299.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -819318.812500 Penalty: 4520.350098
	Iteration 28Q: 3 clusters Score -819318.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -819340.312500 Penalty: 4520.350098
	Iteration 29Q: 3 clusters Score -819340.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -819353.062500 Penalty: 4520.350098
	Iteration 30Q: 3 clusters Score -819353.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -819371.687500 Penalty: 4520.350098
	Iteration 31Q: 3 clusters Score -819371.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -819388.937500 Penalty: 4520.350098
	Iteration 32Q: 3 clusters Score -819388.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -819406.875000 Penalty: 4520.350098
	Iteration 33Q: 3 clusters Score -819406.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -819424.937500 Penalty: 4520.350098
	Iteration 34Q: 3 clusters Score -819424.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -819434.625000 Penalty: 4520.350098
	Iteration 35Q: 3 clusters Score -819434.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -819450.750000 Penalty: 4520.350098
	Iteration 36Q: 3 clusters Score -819450.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -819465.812500 Penalty: 4520.350098
	Iteration 37Q: 3 clusters Score -819465.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -819480.500000 Penalty: 4520.350098
	Iteration 38Q: 3 clusters Score -819480.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -819493.687500 Penalty: 4520.350098
	Iteration 39Q: 3 clusters Score -819493.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -819506.062500 Penalty: 4520.350098
	Iteration 40F: 3 clusters Score -819506.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -819520.562500 Penalty: 4520.350098
	Iteration 41Q: 3 clusters Score -819520.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -819531.875000 Penalty: 4520.350098
	Iteration 42Q: 3 clusters Score -819531.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -819543.375000 Penalty: 4520.350098
	Iteration 43Q: 3 clusters Score -819543.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -819548.312500 Penalty: 4520.350098
	Iteration 44Q: 3 clusters Score -819548.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -819554.187500 Penalty: 4520.350098
	Iteration 45Q: 3 clusters Score -819554.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -819555.562500 Penalty: 4520.350098
	Iteration 46Q: 3 clusters Score -819555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -819565.375000 Penalty: 4520.350098
	Iteration 47Q: 3 clusters Score -819565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -819572.125000 Penalty: 4520.350098
	Iteration 48Q: 3 clusters Score -819572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -819576.187500 Penalty: 4520.350098
	Iteration 49Q: 3 clusters Score -819576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -819576.750000 Penalty: 4520.350098
	Iteration 50Q: 3 clusters Score -819576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -819581.312500 Penalty: 4520.350098
	Iteration 51Q: 3 clusters Score -819581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -819580.625000 Penalty: 4520.350098
	Iteration 52Q: 3 clusters Score -819580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -819583.000000 Penalty: 4520.350098
	Iteration 53Q: 3 clusters Score -819583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -819586.687500 Penalty: 4520.350098
	Iteration 54Q: 3 clusters Score -819586.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -819589.312500 Penalty: 4520.350098
	Iteration 55Q: 3 clusters Score -819589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -819590.000000 Penalty: 4520.350098
	Iteration 56Q: 3 clusters Score -819590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -819591.812500 Penalty: 4520.350098
	Iteration 57Q: 3 clusters Score -819591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -819597.250000 Penalty: 4520.350098
	Iteration 58Q: 3 clusters Score -819597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -819599.875000 Penalty: 4520.350098
	Iteration 59Q: 3 clusters Score -819599.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -819604.937500 Penalty: 4520.350098
	Iteration 60F: 3 clusters Score -819604.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -819612.875000 Penalty: 4520.350098
	Iteration 61Q: 3 clusters Score -819612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -819615.187500 Penalty: 4520.350098
	Iteration 62Q: 3 clusters Score -819615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -819616.000000 Penalty: 4520.350098
	Iteration 63Q: 3 clusters Score -819616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -819617.625000 Penalty: 4520.350098
	Iteration 64Q: 3 clusters Score -819617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -819621.562500 Penalty: 4520.350098
	Iteration 65Q: 3 clusters Score -819621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -819623.062500 Penalty: 4520.350098
	Iteration 66Q: 3 clusters Score -819623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -819629.000000 Penalty: 4520.350098
	Iteration 67Q: 3 clusters Score -819629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -819629.562500 Penalty: 4520.350098
	Iteration 68Q: 3 clusters Score -819629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -819629.875000 Penalty: 4520.350098
	Iteration 69Q: 3 clusters Score -819629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -819629.562500 Penalty: 4520.350098
	Iteration 70Q: 3 clusters Score -819629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -819632.250000 Penalty: 4520.350098
	Iteration 71Q: 3 clusters Score -819632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -819634.312500 Penalty: 4520.350098
	Iteration 72Q: 3 clusters Score -819634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -819635.687500 Penalty: 4520.350098
	Iteration 73Q: 3 clusters Score -819635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -819635.687500 Penalty: 4520.350098
	Iteration 74F: 3 clusters Score -819635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -955761.437500 Penalty: 2264.776367
	Iteration 0F: 2 clusters Score -955761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -948534.812500 Penalty: 4529.552734
	Iteration 0F: 3 clusters Score -948534.8 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -950698.437500 Penalty: 4529.552734
	Iteration 1F: 3 clusters Score -950698.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -951120.375000 Penalty: 4529.552734
	Iteration 2F: 3 clusters Score -951120.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -951513.625000 Penalty: 4529.552734
	Iteration 3F: 3 clusters Score -951513.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -951899.187500 Penalty: 4529.552734
	Iteration 4F: 3 clusters Score -951899.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -952252.375000 Penalty: 4529.552734
	Iteration 5F: 3 clusters Score -952252.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -952546.562500 Penalty: 4529.552734
	Iteration 6F: 3 clusters Score -952546.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -952810.437500 Penalty: 4529.552734
	Iteration 7Q: 3 clusters Score -952810.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -953023.375000 Penalty: 4529.552734
	Iteration 8Q: 3 clusters Score -953023.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -953228.062500 Penalty: 4529.552734
	Iteration 9Q: 3 clusters Score -953228.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -953406.687500 Penalty: 4529.552734
	Iteration 10Q: 3 clusters Score -953406.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -953578.000000 Penalty: 4529.552734
	Iteration 11Q: 3 clusters Score -953578 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -953726.187500 Penalty: 4529.552734
	Iteration 12Q: 3 clusters Score -953726.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -953862.250000 Penalty: 4529.552734
	Iteration 13Q: 3 clusters Score -953862.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -953951.187500 Penalty: 4529.552734
	Iteration 14Q: 3 clusters Score -953951.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -954007.812500 Penalty: 4529.552734
	Iteration 15Q: 3 clusters Score -954007.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -954039.937500 Penalty: 4529.552734
	Iteration 16Q: 3 clusters Score -954039.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -954068.250000 Penalty: 4529.552734
	Iteration 17Q: 3 clusters Score -954068.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -954079.937500 Penalty: 4529.552734
	Iteration 18Q: 3 clusters Score -954079.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -954095.000000 Penalty: 4529.552734
	Iteration 19Q: 3 clusters Score -954095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -954112.062500 Penalty: 4529.552734
	Iteration 20F: 3 clusters Score -954112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -954119.687500 Penalty: 4529.552734
	Iteration 21Q: 3 clusters Score -954119.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -954122.062500 Penalty: 4529.552734
	Iteration 22Q: 3 clusters Score -954122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -954123.125000 Penalty: 4529.552734
	Iteration 23Q: 3 clusters Score -954123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -954123.812500 Penalty: 4529.552734
	Iteration 24Q: 3 clusters Score -954123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -954129.812500 Penalty: 4529.552734
	Iteration 25Q: 3 clusters Score -954129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -954140.375000 Penalty: 4529.552734
	Iteration 26Q: 3 clusters Score -954140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -954144.375000 Penalty: 4529.552734
	Iteration 27Q: 3 clusters Score -954144.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -954150.687500 Penalty: 4529.552734
	Iteration 28Q: 3 clusters Score -954150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -954155.875000 Penalty: 4529.552734
	Iteration 29Q: 3 clusters Score -954155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -954162.812500 Penalty: 4529.552734
	Iteration 30Q: 3 clusters Score -954162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -954166.500000 Penalty: 4529.552734
	Iteration 31Q: 3 clusters Score -954166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -954167.187500 Penalty: 4529.552734
	Iteration 32Q: 3 clusters Score -954167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -954168.250000 Penalty: 4529.552734
	Iteration 33Q: 3 clusters Score -954168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -954170.312500 Penalty: 4529.552734
	Iteration 34Q: 3 clusters Score -954170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -954170.312500 Penalty: 4529.552734
	Iteration 35F: 3 clusters Score -954170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Entering Unmasked Estep 
Score: -1153653.125000 Penalty: 2398.483154
	Iteration 0F: 2 clusters Score -1153653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1142162.250000 Penalty: 4796.966309
	Iteration 0F: 3 clusters Score -1142162 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1145787.250000 Penalty: 4796.966309
	Iteration 1F: 3 clusters Score -1145787 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1146181.250000 Penalty: 4796.966309
	Iteration 2F: 3 clusters Score -1146181 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1146492.250000 Penalty: 4796.966309
	Iteration 3F: 3 clusters Score -1146492 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1146746.750000 Penalty: 4796.966309
	Iteration 4Q: 3 clusters Score -1146747 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1146995.625000 Penalty: 4796.966309
	Iteration 5Q: 3 clusters Score -1146996 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1147264.875000 Penalty: 4796.966309
	Iteration 6Q: 3 clusters Score -1147265 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1147588.750000 Penalty: 4796.966309
	Iteration 7Q: 3 clusters Score -1147589 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1147953.000000 Penalty: 4796.966309
	Iteration 8Q: 3 clusters Score -1147953 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1148403.500000 Penalty: 4796.966309
	Iteration 9Q: 3 clusters Score -1148404 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1148896.375000 Penalty: 4796.966309
	Iteration 10Q: 3 clusters Score -1148896 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1149456.875000 Penalty: 4796.966309
	Iteration 11Q: 3 clusters Score -1149457 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1150071.125000 Penalty: 4796.966309
	Iteration 12Q: 3 clusters Score -1150071 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1150592.250000 Penalty: 4796.966309
	Iteration 13Q: 3 clusters Score -1150592 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1150950.875000 Penalty: 4796.966309
	Iteration 14Q: 3 clusters Score -1150951 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1151174.125000 Penalty: 4796.966309
	Iteration 15Q: 3 clusters Score -1151174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1151331.375000 Penalty: 4796.966309
	Iteration 16Q: 3 clusters Score -1151331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1151428.375000 Penalty: 4796.966309
	Iteration 17Q: 3 clusters Score -1151428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1151501.125000 Penalty: 4796.966309
	Iteration 18Q: 3 clusters Score -1151501 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1151549.500000 Penalty: 4796.966309
	Iteration 19Q: 3 clusters Score -1151550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1151597.250000 Penalty: 4796.966309
	Iteration 20F: 3 clusters Score -1151597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1151635.125000 Penalty: 4796.966309
	Iteration 21Q: 3 clusters Score -1151635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1151653.250000 Penalty: 4796.966309
	Iteration 22Q: 3 clusters Score -1151653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1151667.125000 Penalty: 4796.966309
	Iteration 23Q: 3 clusters Score -1151667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1151679.000000 Penalty: 4796.966309
	Iteration 24Q: 3 clusters Score -1151679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1151688.375000 Penalty: 4796.966309
	Iteration 25Q: 3 clusters Score -1151688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1151703.250000 Penalty: 4796.966309
	Iteration 26Q: 3 clusters Score -1151703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1151711.125000 Penalty: 4796.966309
	Iteration 27Q: 3 clusters Score -1151711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1151719.500000 Penalty: 4796.966309
	Iteration 28Q: 3 clusters Score -1151720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1151725.875000 Penalty: 4796.966309
	Iteration 29Q: 3 clusters Score -1151726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1151731.875000 Penalty: 4796.966309
	Iteration 30Q: 3 clusters Score -1151732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1151735.875000 Penalty: 4796.966309
	Iteration 31Q: 3 clusters Score -1151736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1151735.875000 Penalty: 4796.966309
	Iteration 32F: 3 clusters Score -1151736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (161517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Entering Unmasked Estep 
Score: -13320634.000000 Penalty: 2974.106689
	Iteration 0F: 2 clusters Score -1.332063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 80861 members 
Entering Unmasked Estep 
Score: -13212352.000000 Penalty: 5948.213379
	Iteration 0F: 3 clusters Score -1.321235e+07 nChanged 77447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -13257232.000000 Penalty: 5948.213379
	Iteration 1F: 3 clusters Score -1.325723e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -13257872.000000 Penalty: 5948.213379
	Iteration 2Q: 3 clusters Score -1.325787e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -13258679.000000 Penalty: 5948.213379
	Iteration 3Q: 3 clusters Score -1.325868e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -13259477.000000 Penalty: 5948.213379
	Iteration 4Q: 3 clusters Score -1.325948e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72973 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -13260505.000000 Penalty: 5948.213379
	Iteration 5Q: 3 clusters Score -1.32605e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -13261806.000000 Penalty: 5948.213379
	Iteration 6Q: 3 clusters Score -1.326181e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -13264287.000000 Penalty: 5948.213379
	Iteration 7Q: 3 clusters Score -1.326429e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -13268835.000000 Penalty: 5948.213379
	Iteration 8F: 3 clusters Score -1.326884e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -13277117.000000 Penalty: 5948.213379
	Iteration 9F: 3 clusters Score -1.327712e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -13289424.000000 Penalty: 5948.213379
	Iteration 10F: 3 clusters Score -1.328942e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -13303053.000000 Penalty: 5948.213379
	Iteration 11F: 3 clusters Score -1.330305e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -13312359.000000 Penalty: 5948.213379
	Iteration 12F: 3 clusters Score -1.331236e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 159608 members 
Entering Unmasked Estep 
Score: -13316258.000000 Penalty: 5948.213379
	Iteration 13Q: 3 clusters Score -1.331626e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -13317389.000000 Penalty: 5948.213379
	Iteration 14Q: 3 clusters Score -1.331739e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -13317724.000000 Penalty: 5948.213379
	Iteration 15Q: 3 clusters Score -1.331772e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -13317837.000000 Penalty: 5948.213379
	Iteration 16Q: 3 clusters Score -1.331784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 161288 members 
Entering Unmasked Estep 
Score: -13317913.000000 Penalty: 5948.213379
	Iteration 17Q: 3 clusters Score -1.331791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -13317948.000000 Penalty: 5948.213379
	Iteration 18Q: 3 clusters Score -1.331795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -13317950.000000 Penalty: 5948.213379
	Iteration 19Q: 3 clusters Score -1.331795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -13317954.000000 Penalty: 5948.213379
	Iteration 20F: 3 clusters Score -1.331795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -13317956.000000 Penalty: 5948.213379
	Iteration 21Q: 3 clusters Score -1.331796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -13317956.000000 Penalty: 5948.213379
	Iteration 22F: 3 clusters Score -1.331796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -343143.437500 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -343143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -338957.437500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -338957.4 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -339872.968750 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -339873 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -340060.500000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -340060.5 nChanged 217
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: -340188.625000 Penalty: 4168.062988
	Iteration 3Q: 3 clusters Score -340188.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -340315.593750 Penalty: 4168.062988
	Iteration 4Q: 3 clusters Score -340315.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -340462.906250 Penalty: 4168.062988
	Iteration 5Q: 3 clusters Score -340462.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -340652.468750 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -340652.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -340866.468750 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -340866.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -341184.625000 Penalty: 4168.062988
	Iteration 8F: 3 clusters Score -341184.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -341572.375000 Penalty: 4168.062988
	Iteration 9F: 3 clusters Score -341572.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -341945.062500 Penalty: 4168.062988
	Iteration 10F: 3 clusters Score -341945.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -342259.156250 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -342259.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -342511.437500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -342511.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -342718.031250 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -342718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -342795.750000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -342795.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -342822.062500 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -342822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -342829.093750 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -342829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -342831.500000 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -342831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -342832.656250 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -342832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -342833.437500 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -342833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -342833.593750 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -342833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -342834.125000 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -342834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -342835.406250 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -342835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -342835.593750 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -342835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -342837.625000 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -342837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -342838.750000 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -342838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -342841.093750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -342841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -342845.093750 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -342845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -342846.750000 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -342846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -342847.406250 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -342847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -342847.406250 Penalty: 4168.062988
	Iteration 30F: 3 clusters Score -342847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -131143.203125 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -131143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128665.054688 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -128665.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129200.679688 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -129200.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -129504.632812 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -129504.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -129742.320312 Penalty: 3714.748535
	Iteration 3F: 3 clusters Score -129742.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -129960.804688 Penalty: 3714.748535
	Iteration 4F: 3 clusters Score -129960.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -130163.625000 Penalty: 3714.748535
	Iteration 5F: 3 clusters Score -130163.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -130277.210938 Penalty: 3714.748535
	Iteration 6Q: 3 clusters Score -130277.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -130373.125000 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -130373.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -130452.750000 Penalty: 3714.748535
	Iteration 8Q: 3 clusters Score -130452.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -130515.835938 Penalty: 3714.748535
	Iteration 9Q: 3 clusters Score -130515.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -130542.679688 Penalty: 3714.748535
	Iteration 10Q: 3 clusters Score -130542.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130556.734375 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -130556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -130566.898438 Penalty: 3714.748535
	Iteration 12Q: 3 clusters Score -130566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130569.625000 Penalty: 3714.748535
	Iteration 13Q: 3 clusters Score -130569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -130570.757812 Penalty: 3714.748535
	Iteration 14Q: 3 clusters Score -130570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -130570.757812 Penalty: 3714.748535
	Iteration 15F: 3 clusters Score -130570.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -131995.953125 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -131996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -129736.671875 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -129736.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130276.437500 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -130276.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130538.507812 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -130538.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130715.429688 Penalty: 3622.038330
	Iteration 3F: 3 clusters Score -130715.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130921.453125 Penalty: 3622.038330
	Iteration 4F: 3 clusters Score -130921.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131055.390625 Penalty: 3622.038330
	Iteration 5Q: 3 clusters Score -131055.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -131128.296875 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -131128.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -131173.187500 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -131173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131187.093750 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -131187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131192.375000 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -131192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131196.343750 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -131196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131200.234375 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -131200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131202.421875 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -131202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131204.765625 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -131204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -131205.171875 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -131205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -131206.625000 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -131206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -131208.093750 Penalty: 3622.038330
	Iteration 16Q: 3 clusters Score -131208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131211.796875 Penalty: 3622.038330
	Iteration 17Q: 3 clusters Score -131211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131214.984375 Penalty: 3622.038330
	Iteration 18Q: 3 clusters Score -131215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131220.937500 Penalty: 3622.038330
	Iteration 19Q: 3 clusters Score -131220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -131220.937500 Penalty: 3622.038330
	Iteration 20F: 3 clusters Score -131220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Entering Unmasked Estep 
Score: -3567687.750000 Penalty: 2650.913574
	Iteration 0F: 2 clusters Score -3567688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3537896.750000 Penalty: 5301.827148
	Iteration 0F: 3 clusters Score -3537897 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3548848.750000 Penalty: 5301.827148
	Iteration 1F: 3 clusters Score -3548849 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3549406.000000 Penalty: 5301.827148
	Iteration 2Q: 3 clusters Score -3549406 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3550044.250000 Penalty: 5301.827148
	Iteration 3Q: 3 clusters Score -3550044 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3550822.250000 Penalty: 5301.827148
	Iteration 4Q: 3 clusters Score -3550822 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3551938.500000 Penalty: 5301.827148
	Iteration 5F: 3 clusters Score -3551938 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3553480.000000 Penalty: 5301.827148
	Iteration 6F: 3 clusters Score -3553480 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3555253.250000 Penalty: 5301.827148
	Iteration 7F: 3 clusters Score -3555253 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3557343.750000 Penalty: 5301.827148
	Iteration 8F: 3 clusters Score -3557344 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -3559607.750000 Penalty: 5301.827148
	Iteration 9F: 3 clusters Score -3559608 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -3561678.500000 Penalty: 5301.827148
	Iteration 10F: 3 clusters Score -3561678 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -3563176.000000 Penalty: 5301.827148
	Iteration 11Q: 3 clusters Score -3563176 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -3564018.750000 Penalty: 5301.827148
	Iteration 12Q: 3 clusters Score -3564019 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -3564551.250000 Penalty: 5301.827148
	Iteration 13Q: 3 clusters Score -3564551 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -3564888.750000 Penalty: 5301.827148
	Iteration 14Q: 3 clusters Score -3564889 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -3565064.000000 Penalty: 5301.827148
	Iteration 15Q: 3 clusters Score -3565064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -3565167.000000 Penalty: 5301.827148
	Iteration 16Q: 3 clusters Score -3565167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -3565248.000000 Penalty: 5301.827148
	Iteration 17Q: 3 clusters Score -3565248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -3565292.000000 Penalty: 5301.827148
	Iteration 18Q: 3 clusters Score -3565292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -3565310.750000 Penalty: 5301.827148
	Iteration 19Q: 3 clusters Score -3565311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -3565324.000000 Penalty: 5301.827148
	Iteration 20F: 3 clusters Score -3565324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -3565328.000000 Penalty: 5301.827148
	Iteration 21Q: 3 clusters Score -3565328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -3565340.500000 Penalty: 5301.827148
	Iteration 22Q: 3 clusters Score -3565340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -3565354.500000 Penalty: 5301.827148
	Iteration 23Q: 3 clusters Score -3565354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -3565369.250000 Penalty: 5301.827148
	Iteration 24Q: 3 clusters Score -3565369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -3565368.750000 Penalty: 5301.827148
	Iteration 25Q: 3 clusters Score -3565369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -3565376.500000 Penalty: 5301.827148
	Iteration 26Q: 3 clusters Score -3565376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -3565388.750000 Penalty: 5301.827148
	Iteration 27Q: 3 clusters Score -3565389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -3565409.250000 Penalty: 5301.827148
	Iteration 28Q: 3 clusters Score -3565409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -3565424.750000 Penalty: 5301.827148
	Iteration 29Q: 3 clusters Score -3565425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -3565438.250000 Penalty: 5301.827148
	Iteration 30Q: 3 clusters Score -3565438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -3565443.500000 Penalty: 5301.827148
	Iteration 31Q: 3 clusters Score -3565444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -3565453.750000 Penalty: 5301.827148
	Iteration 32Q: 3 clusters Score -3565454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -3565460.000000 Penalty: 5301.827148
	Iteration 33Q: 3 clusters Score -3565460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -3565464.500000 Penalty: 5301.827148
	Iteration 34Q: 3 clusters Score -3565464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -3565462.250000 Penalty: 5301.827148
	Iteration 35Q: 3 clusters Score -3565462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -3565462.250000 Penalty: 5301.827148
	Iteration 36F: 3 clusters Score -3565462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -431666.625000 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -431666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -426866.375000 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -426866.4 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -428189.562500 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -428189.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -428553.562500 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -428553.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -428843.843750 Penalty: 4276.290527
	Iteration 3F: 3 clusters Score -428843.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -429113.343750 Penalty: 4276.290527
	Iteration 4F: 3 clusters Score -429113.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -429353.093750 Penalty: 4276.290527
	Iteration 5F: 3 clusters Score -429353.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -429528.968750 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -429529 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -429680.031250 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -429680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -429795.625000 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -429795.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -429867.843750 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -429867.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -429911.718750 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -429911.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -429944.468750 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -429944.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -429963.968750 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -429964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -429977.593750 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -429977.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -429987.812500 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -429987.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -429997.281250 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -429997.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -430003.718750 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -430003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -430008.375000 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -430008.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -430015.937500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -430015.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -430021.687500 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -430021.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -430025.125000 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -430025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -430029.500000 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -430029.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -430037.375000 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -430037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -430045.062500 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -430045.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -430055.062500 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -430055.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -430069.656250 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -430069.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -430078.968750 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -430079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -430092.281250 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -430092.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -430110.187500 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -430110.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -430126.593750 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -430126.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -430157.312500 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -430157.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -430218.781250 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -430218.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -430265.937500 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -430265.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -430300.718750 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -430300.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -430318.250000 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -430318.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -430331.281250 Penalty: 4276.290527
	Iteration 35Q: 3 clusters Score -430331.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -430342.125000 Penalty: 4276.290527
	Iteration 36Q: 3 clusters Score -430342.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -430348.375000 Penalty: 4276.290527
	Iteration 37Q: 3 clusters Score -430348.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -430354.468750 Penalty: 4276.290527
	Iteration 38Q: 3 clusters Score -430354.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -430361.718750 Penalty: 4276.290527
	Iteration 39Q: 3 clusters Score -430361.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -430365.625000 Penalty: 4276.290527
	Iteration 40F: 3 clusters Score -430365.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -430375.750000 Penalty: 4276.290527
	Iteration 41Q: 3 clusters Score -430375.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -430383.781250 Penalty: 4276.290527
	Iteration 42Q: 3 clusters Score -430383.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -430390.468750 Penalty: 4276.290527
	Iteration 43Q: 3 clusters Score -430390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -430396.843750 Penalty: 4276.290527
	Iteration 44Q: 3 clusters Score -430396.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -430402.437500 Penalty: 4276.290527
	Iteration 45Q: 3 clusters Score -430402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -430409.531250 Penalty: 4276.290527
	Iteration 46Q: 3 clusters Score -430409.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -430416.531250 Penalty: 4276.290527
	Iteration 47Q: 3 clusters Score -430416.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -430418.625000 Penalty: 4276.290527
	Iteration 48Q: 3 clusters Score -430418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -430421.718750 Penalty: 4276.290527
	Iteration 49Q: 3 clusters Score -430421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -430424.125000 Penalty: 4276.290527
	Iteration 50Q: 3 clusters Score -430424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -430425.093750 Penalty: 4276.290527
	Iteration 51Q: 3 clusters Score -430425.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -430427.093750 Penalty: 4276.290527
	Iteration 52Q: 3 clusters Score -430427.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -430431.250000 Penalty: 4276.290527
	Iteration 53Q: 3 clusters Score -430431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -430434.250000 Penalty: 4276.290527
	Iteration 54Q: 3 clusters Score -430434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -430439.218750 Penalty: 4276.290527
	Iteration 55Q: 3 clusters Score -430439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -430441.531250 Penalty: 4276.290527
	Iteration 56Q: 3 clusters Score -430441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -430442.937500 Penalty: 4276.290527
	Iteration 57Q: 3 clusters Score -430442.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -430442.531250 Penalty: 4276.290527
	Iteration 58Q: 3 clusters Score -430442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -430444.218750 Penalty: 4276.290527
	Iteration 59Q: 3 clusters Score -430444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -430446.062500 Penalty: 4276.290527
	Iteration 60F: 3 clusters Score -430446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -430449.843750 Penalty: 4276.290527
	Iteration 61Q: 3 clusters Score -430449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -430451.093750 Penalty: 4276.290527
	Iteration 62Q: 3 clusters Score -430451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -430453.437500 Penalty: 4276.290527
	Iteration 63Q: 3 clusters Score -430453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -430456.843750 Penalty: 4276.290527
	Iteration 64Q: 3 clusters Score -430456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -430458.750000 Penalty: 4276.290527
	Iteration 65Q: 3 clusters Score -430458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -430461.625000 Penalty: 4276.290527
	Iteration 66Q: 3 clusters Score -430461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -430464.750000 Penalty: 4276.290527
	Iteration 67Q: 3 clusters Score -430464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -430465.250000 Penalty: 4276.290527
	Iteration 68Q: 3 clusters Score -430465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -430467.750000 Penalty: 4276.290527
	Iteration 69Q: 3 clusters Score -430467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -430469.500000 Penalty: 4276.290527
	Iteration 70Q: 3 clusters Score -430469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -430469.093750 Penalty: 4276.290527
	Iteration 71Q: 3 clusters Score -430469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -430469.718750 Penalty: 4276.290527
	Iteration 72Q: 3 clusters Score -430469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -430470.281250 Penalty: 4276.290527
	Iteration 73Q: 3 clusters Score -430470.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -430470.281250 Penalty: 4276.290527
	Iteration 74F: 3 clusters Score -430470.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -453975.062500 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -453975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -448797.656250 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -448797.7 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -450170.562500 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -450170.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -450582.062500 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -450582.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -450939.625000 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -450939.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -451297.218750 Penalty: 4314.297363
	Iteration 4F: 3 clusters Score -451297.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -451680.468750 Penalty: 4314.297363
	Iteration 5F: 3 clusters Score -451680.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -452150.593750 Penalty: 4314.297363
	Iteration 6F: 3 clusters Score -452150.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -452645.531250 Penalty: 4314.297363
	Iteration 7F: 3 clusters Score -452645.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -453037.156250 Penalty: 4314.297363
	Iteration 8F: 3 clusters Score -453037.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -453277.031250 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -453277 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -453411.406250 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -453411.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -453499.062500 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -453499.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -453582.656250 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -453582.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -453632.906250 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -453632.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -453657.187500 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -453657.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -453670.843750 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -453670.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -453684.656250 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -453684.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -453695.406250 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -453695.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -453702.281250 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -453702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -453704.468750 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -453704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -453707.906250 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -453707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -453709.250000 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -453709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -453711.531250 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -453711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -453713.406250 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -453713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -453715.125000 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -453715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -453715.031250 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -453715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -453714.437500 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -453714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -453714.437500 Penalty: 4314.297363
	Iteration 27F: 3 clusters Score -453714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -64578.703125 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -64578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -62694.843750 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -62694.84 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -63148.070312 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -63148.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -63308.960938 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -63308.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63434.117188 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -63434.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63543.957031 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -63543.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -63657.605469 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -63657.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63738.660156 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -63738.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63837.714844 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -63837.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63884.332031 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -63884.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63909.218750 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -63909.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63930.636719 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -63930.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63964.636719 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -63964.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63998.519531 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -63998.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64029.742188 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -64029.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64050.648438 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -64050.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64077.035156 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -64077.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64096.503906 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -64096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64111.269531 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -64111.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64123.089844 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -64123.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64125.179688 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -64125.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64125.675781 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -64125.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Entering Unmasked Estep 
Score: -749880.000000 Penalty: 2222.641357
	Iteration 0F: 2 clusters Score -749880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -743652.750000 Penalty: 4445.282715
	Iteration 0F: 3 clusters Score -743652.8 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -745306.000000 Penalty: 4445.282715
	Iteration 1F: 3 clusters Score -745306 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -745636.437500 Penalty: 4445.282715
	Iteration 2F: 3 clusters Score -745636.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -745889.937500 Penalty: 4445.282715
	Iteration 3F: 3 clusters Score -745889.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -746104.250000 Penalty: 4445.282715
	Iteration 4F: 3 clusters Score -746104.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -746298.812500 Penalty: 4445.282715
	Iteration 5Q: 3 clusters Score -746298.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -746480.687500 Penalty: 4445.282715
	Iteration 6Q: 3 clusters Score -746480.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -746653.812500 Penalty: 4445.282715
	Iteration 7Q: 3 clusters Score -746653.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -746817.250000 Penalty: 4445.282715
	Iteration 8Q: 3 clusters Score -746817.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -747001.750000 Penalty: 4445.282715
	Iteration 9Q: 3 clusters Score -747001.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -747165.750000 Penalty: 4445.282715
	Iteration 10Q: 3 clusters Score -747165.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -747284.187500 Penalty: 4445.282715
	Iteration 11Q: 3 clusters Score -747284.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -747384.937500 Penalty: 4445.282715
	Iteration 12Q: 3 clusters Score -747384.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -747458.187500 Penalty: 4445.282715
	Iteration 13Q: 3 clusters Score -747458.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -747490.750000 Penalty: 4445.282715
	Iteration 14Q: 3 clusters Score -747490.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -747511.187500 Penalty: 4445.282715
	Iteration 15Q: 3 clusters Score -747511.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -747528.875000 Penalty: 4445.282715
	Iteration 16Q: 3 clusters Score -747528.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -747542.937500 Penalty: 4445.282715
	Iteration 17Q: 3 clusters Score -747542.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -747555.375000 Penalty: 4445.282715
	Iteration 18Q: 3 clusters Score -747555.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -747568.750000 Penalty: 4445.282715
	Iteration 19Q: 3 clusters Score -747568.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -747579.125000 Penalty: 4445.282715
	Iteration 20F: 3 clusters Score -747579.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -747588.437500 Penalty: 4445.282715
	Iteration 21Q: 3 clusters Score -747588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -747597.625000 Penalty: 4445.282715
	Iteration 22Q: 3 clusters Score -747597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -747607.062500 Penalty: 4445.282715
	Iteration 23Q: 3 clusters Score -747607.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -747613.312500 Penalty: 4445.282715
	Iteration 24Q: 3 clusters Score -747613.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -747616.125000 Penalty: 4445.282715
	Iteration 25Q: 3 clusters Score -747616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -747617.437500 Penalty: 4445.282715
	Iteration 26Q: 3 clusters Score -747617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -747616.812500 Penalty: 4445.282715
	Iteration 27Q: 3 clusters Score -747616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -747618.625000 Penalty: 4445.282715
	Iteration 28Q: 3 clusters Score -747618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -747619.312500 Penalty: 4445.282715
	Iteration 29Q: 3 clusters Score -747619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -747625.187500 Penalty: 4445.282715
	Iteration 30Q: 3 clusters Score -747625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -747624.375000 Penalty: 4445.282715
	Iteration 31Q: 3 clusters Score -747624.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -747627.500000 Penalty: 4445.282715
	Iteration 32Q: 3 clusters Score -747627.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -747629.750000 Penalty: 4445.282715
	Iteration 33Q: 3 clusters Score -747629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -747629.937500 Penalty: 4445.282715
	Iteration 34Q: 3 clusters Score -747629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -747631.625000 Penalty: 4445.282715
	Iteration 35Q: 3 clusters Score -747631.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -747634.312500 Penalty: 4445.282715
	Iteration 36Q: 3 clusters Score -747634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -747634.750000 Penalty: 4445.282715
	Iteration 37Q: 3 clusters Score -747634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -747638.875000 Penalty: 4445.282715
	Iteration 38Q: 3 clusters Score -747638.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -747643.312500 Penalty: 4445.282715
	Iteration 39Q: 3 clusters Score -747643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -747643.500000 Penalty: 4445.282715
	Iteration 40F: 3 clusters Score -747643.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -747646.125000 Penalty: 4445.282715
	Iteration 41Q: 3 clusters Score -747646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -747646.500000 Penalty: 4445.282715
	Iteration 42Q: 3 clusters Score -747646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -747647.250000 Penalty: 4445.282715
	Iteration 43Q: 3 clusters Score -747647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -747649.625000 Penalty: 4445.282715
	Iteration 44Q: 3 clusters Score -747649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -747649.250000 Penalty: 4445.282715
	Iteration 45Q: 3 clusters Score -747649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -747648.312500 Penalty: 4445.282715
	Iteration 46Q: 3 clusters Score -747648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -747647.187500 Penalty: 4445.282715
	Iteration 47Q: 3 clusters Score -747647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -747647.187500 Penalty: 4445.282715
	Iteration 48F: 3 clusters Score -747647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (169364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Entering Unmasked Estep 
Score: -13897368.000000 Penalty: 2985.871826
	Iteration 0F: 2 clusters Score -1.389737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -13784118.000000 Penalty: 5971.743652
	Iteration 0F: 3 clusters Score -1.378412e+07 nChanged 80936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -13831620.000000 Penalty: 5971.743652
	Iteration 1F: 3 clusters Score -1.383162e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -13833115.000000 Penalty: 5971.743652
	Iteration 2Q: 3 clusters Score -1.383312e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -13834980.000000 Penalty: 5971.743652
	Iteration 3Q: 3 clusters Score -1.383498e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -13837282.000000 Penalty: 5971.743652
	Iteration 4Q: 3 clusters Score -1.383728e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -13840358.000000 Penalty: 5971.743652
	Iteration 5Q: 3 clusters Score -1.384036e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -13844041.000000 Penalty: 5971.743652
	Iteration 6Q: 3 clusters Score -1.384404e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -13848156.000000 Penalty: 5971.743652
	Iteration 7F: 3 clusters Score -1.384816e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -13852079.000000 Penalty: 5971.743652
	Iteration 8F: 3 clusters Score -1.385208e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -13855177.000000 Penalty: 5971.743652
	Iteration 9Q: 3 clusters Score -1.385518e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -13857640.000000 Penalty: 5971.743652
	Iteration 10Q: 3 clusters Score -1.385764e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -13859948.000000 Penalty: 5971.743652
	Iteration 11Q: 3 clusters Score -1.385995e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -13862254.000000 Penalty: 5971.743652
	Iteration 12Q: 3 clusters Score -1.386225e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -13864899.000000 Penalty: 5971.743652
	Iteration 13Q: 3 clusters Score -1.38649e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -13868009.000000 Penalty: 5971.743652
	Iteration 14Q: 3 clusters Score -1.386801e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -13871257.000000 Penalty: 5971.743652
	Iteration 15Q: 3 clusters Score -1.387126e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -13874155.000000 Penalty: 5971.743652
	Iteration 16Q: 3 clusters Score -1.387416e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124371 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -13876743.000000 Penalty: 5971.743652
	Iteration 17Q: 3 clusters Score -1.387674e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -13878770.000000 Penalty: 5971.743652
	Iteration 18Q: 3 clusters Score -1.387877e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -13880804.000000 Penalty: 5971.743652
	Iteration 19Q: 3 clusters Score -1.38808e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -13882718.000000 Penalty: 5971.743652
	Iteration 20F: 3 clusters Score -1.388272e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139967 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -13884379.000000 Penalty: 5971.743652
	Iteration 21Q: 3 clusters Score -1.388438e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143210 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -13885906.000000 Penalty: 5971.743652
	Iteration 22Q: 3 clusters Score -1.388591e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -13887179.000000 Penalty: 5971.743652
	Iteration 23Q: 3 clusters Score -1.388718e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148804 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -13888477.000000 Penalty: 5971.743652
	Iteration 24Q: 3 clusters Score -1.388848e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -13889532.000000 Penalty: 5971.743652
	Iteration 25Q: 3 clusters Score -1.388953e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -13890340.000000 Penalty: 5971.743652
	Iteration 26Q: 3 clusters Score -1.389034e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -13890951.000000 Penalty: 5971.743652
	Iteration 27Q: 3 clusters Score -1.389095e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156551 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -13891538.000000 Penalty: 5971.743652
	Iteration 28Q: 3 clusters Score -1.389154e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157923 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -13892107.000000 Penalty: 5971.743652
	Iteration 29Q: 3 clusters Score -1.389211e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159096 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -13892489.000000 Penalty: 5971.743652
	Iteration 30Q: 3 clusters Score -1.389249e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -13892782.000000 Penalty: 5971.743652
	Iteration 31Q: 3 clusters Score -1.389278e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -13893091.000000 Penalty: 5971.743652
	Iteration 32Q: 3 clusters Score -1.389309e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -13893406.000000 Penalty: 5971.743652
	Iteration 33Q: 3 clusters Score -1.389341e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162534 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -13893637.000000 Penalty: 5971.743652
	Iteration 34Q: 3 clusters Score -1.389364e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -13893917.000000 Penalty: 5971.743652
	Iteration 35Q: 3 clusters Score -1.389392e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -13894102.000000 Penalty: 5971.743652
	Iteration 36Q: 3 clusters Score -1.38941e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -13894290.000000 Penalty: 5971.743652
	Iteration 37Q: 3 clusters Score -1.389429e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -13894446.000000 Penalty: 5971.743652
	Iteration 38Q: 3 clusters Score -1.389445e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165019 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -13894571.000000 Penalty: 5971.743652
	Iteration 39Q: 3 clusters Score -1.389457e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -13894672.000000 Penalty: 5971.743652
	Iteration 40F: 3 clusters Score -1.389467e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165584 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -13894797.000000 Penalty: 5971.743652
	Iteration 41Q: 3 clusters Score -1.38948e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -13894882.000000 Penalty: 5971.743652
	Iteration 42Q: 3 clusters Score -1.389488e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -13894934.000000 Penalty: 5971.743652
	Iteration 43Q: 3 clusters Score -1.389493e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -13894943.000000 Penalty: 5971.743652
	Iteration 44Q: 3 clusters Score -1.389494e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -13895014.000000 Penalty: 5971.743652
	Iteration 45Q: 3 clusters Score -1.389501e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166436 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -13895040.000000 Penalty: 5971.743652
	Iteration 46Q: 3 clusters Score -1.389504e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -13895092.000000 Penalty: 5971.743652
	Iteration 47Q: 3 clusters Score -1.389509e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166624 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -13895099.000000 Penalty: 5971.743652
	Iteration 48Q: 3 clusters Score -1.38951e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166702 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -13895132.000000 Penalty: 5971.743652
	Iteration 49Q: 3 clusters Score -1.389513e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -13895166.000000 Penalty: 5971.743652
	Iteration 50Q: 3 clusters Score -1.389517e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -13895199.000000 Penalty: 5971.743652
	Iteration 51Q: 3 clusters Score -1.38952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -13895215.000000 Penalty: 5971.743652
	Iteration 52Q: 3 clusters Score -1.389522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -13895219.000000 Penalty: 5971.743652
	Iteration 53Q: 3 clusters Score -1.389522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13895206.000000 Penalty: 5971.743652
	Iteration 54Q: 3 clusters Score -1.389521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13895204.000000 Penalty: 5971.743652
	Iteration 55Q: 3 clusters Score -1.38952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -13895192.000000 Penalty: 5971.743652
	Iteration 56Q: 3 clusters Score -1.389519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167019 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -13895184.000000 Penalty: 5971.743652
	Iteration 57Q: 3 clusters Score -1.389518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -13895200.000000 Penalty: 5971.743652
	Iteration 58Q: 3 clusters Score -1.38952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167065 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -13895207.000000 Penalty: 5971.743652
	Iteration 59Q: 3 clusters Score -1.389521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13895214.000000 Penalty: 5971.743652
	Iteration 60F: 3 clusters Score -1.389521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167100 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -13895220.000000 Penalty: 5971.743652
	Iteration 61Q: 3 clusters Score -1.389522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167111 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13895223.000000 Penalty: 5971.743652
	Iteration 62Q: 3 clusters Score -1.389522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167123 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13895228.000000 Penalty: 5971.743652
	Iteration 63Q: 3 clusters Score -1.389523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13895223.000000 Penalty: 5971.743652
	Iteration 64Q: 3 clusters Score -1.389522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167161 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -13895205.000000 Penalty: 5971.743652
	Iteration 65Q: 3 clusters Score -1.38952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13895208.000000 Penalty: 5971.743652
	Iteration 66Q: 3 clusters Score -1.389521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167197 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13895208.000000 Penalty: 5971.743652
	Iteration 67Q: 3 clusters Score -1.389521e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13895227.000000 Penalty: 5971.743652
	Iteration 68Q: 3 clusters Score -1.389523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13895231.000000 Penalty: 5971.743652
	Iteration 69Q: 3 clusters Score -1.389523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -13895245.000000 Penalty: 5971.743652
	Iteration 70Q: 3 clusters Score -1.389524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13895264.000000 Penalty: 5971.743652
	Iteration 71Q: 3 clusters Score -1.389526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13895271.000000 Penalty: 5971.743652
	Iteration 72Q: 3 clusters Score -1.389527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -13895266.000000 Penalty: 5971.743652
	Iteration 73Q: 3 clusters Score -1.389527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167333 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -13895266.000000 Penalty: 5971.743652
	Iteration 74Q: 3 clusters Score -1.389527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13895289.000000 Penalty: 5971.743652
	Iteration 75Q: 3 clusters Score -1.389529e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13895275.000000 Penalty: 5971.743652
	Iteration 76Q: 3 clusters Score -1.389528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -13895311.000000 Penalty: 5971.743652
	Iteration 77Q: 3 clusters Score -1.389531e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13895338.000000 Penalty: 5971.743652
	Iteration 78Q: 3 clusters Score -1.389534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -13895325.000000 Penalty: 5971.743652
	Iteration 79Q: 3 clusters Score -1.389532e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167472 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13895322.000000 Penalty: 5971.743652
	Iteration 80F: 3 clusters Score -1.389532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13895351.000000 Penalty: 5971.743652
	Iteration 81Q: 3 clusters Score -1.389535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13895366.000000 Penalty: 5971.743652
	Iteration 82Q: 3 clusters Score -1.389537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167523 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -13895388.000000 Penalty: 5971.743652
	Iteration 83Q: 3 clusters Score -1.389539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167546 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13895371.000000 Penalty: 5971.743652
	Iteration 84Q: 3 clusters Score -1.389537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167568 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13895382.000000 Penalty: 5971.743652
	Iteration 85Q: 3 clusters Score -1.389538e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13895385.000000 Penalty: 5971.743652
	Iteration 86Q: 3 clusters Score -1.389538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167618 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13895411.000000 Penalty: 5971.743652
	Iteration 87Q: 3 clusters Score -1.389541e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167647 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -13895423.000000 Penalty: 5971.743652
	Iteration 88Q: 3 clusters Score -1.389542e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167668 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -13895422.000000 Penalty: 5971.743652
	Iteration 89Q: 3 clusters Score -1.389542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13895451.000000 Penalty: 5971.743652
	Iteration 90Q: 3 clusters Score -1.389545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13895466.000000 Penalty: 5971.743652
	Iteration 91Q: 3 clusters Score -1.389547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -13895470.000000 Penalty: 5971.743652
	Iteration 92Q: 3 clusters Score -1.389547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -13895476.000000 Penalty: 5971.743652
	Iteration 93Q: 3 clusters Score -1.389548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167713 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13895478.000000 Penalty: 5971.743652
	Iteration 94Q: 3 clusters Score -1.389548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -13895488.000000 Penalty: 5971.743652
	Iteration 95Q: 3 clusters Score -1.389549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13895484.000000 Penalty: 5971.743652
	Iteration 96Q: 3 clusters Score -1.389548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167727 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13895485.000000 Penalty: 5971.743652
	Iteration 97Q: 3 clusters Score -1.389548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13895482.000000 Penalty: 5971.743652
	Iteration 98Q: 3 clusters Score -1.389548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13895486.000000 Penalty: 5971.743652
	Iteration 99Q: 3 clusters Score -1.389549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13895479.000000 Penalty: 5971.743652
	Iteration 100F: 3 clusters Score -1.389548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13895480.000000 Penalty: 5971.743652
	Iteration 101Q: 3 clusters Score -1.389548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13895492.000000 Penalty: 5971.743652
	Iteration 102Q: 3 clusters Score -1.389549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167729 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13895502.000000 Penalty: 5971.743652
	Iteration 103Q: 3 clusters Score -1.38955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167732 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13895496.000000 Penalty: 5971.743652
	Iteration 104Q: 3 clusters Score -1.38955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13895503.000000 Penalty: 5971.743652
	Iteration 105Q: 3 clusters Score -1.38955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13895502.000000 Penalty: 5971.743652
	Iteration 106Q: 3 clusters Score -1.38955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -13895508.000000 Penalty: 5971.743652
	Iteration 107Q: 3 clusters Score -1.389551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13895504.000000 Penalty: 5971.743652
	Iteration 108Q: 3 clusters Score -1.38955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13895506.000000 Penalty: 5971.743652
	Iteration 109Q: 3 clusters Score -1.389551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13895506.000000 Penalty: 5971.743652
	Iteration 110F: 3 clusters Score -1.389551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -395014.812500 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -395014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -390391.906250 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -390391.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -391440.187500 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -391440.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -391623.593750 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -391623.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -391722.750000 Penalty: 4233.571289
	Iteration 3Q: 3 clusters Score -391722.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -391794.156250 Penalty: 4233.571289
	Iteration 4Q: 3 clusters Score -391794.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -391854.937500 Penalty: 4233.571289
	Iteration 5Q: 3 clusters Score -391854.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -391919.687500 Penalty: 4233.571289
	Iteration 6Q: 3 clusters Score -391919.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -391982.000000 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -391982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -392033.750000 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -392033.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -392095.718750 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -392095.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -392169.437500 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -392169.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -392258.375000 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -392258.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -392356.718750 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -392356.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -392467.343750 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -392467.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -392568.812500 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -392568.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -392663.687500 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -392663.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -392759.093750 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -392759.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -392844.031250 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -392844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -392905.656250 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -392905.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -392961.593750 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -392961.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -393008.750000 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -393008.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -393052.812500 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -393052.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -393088.343750 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -393088.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -393109.781250 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -393109.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -393135.500000 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -393135.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -393155.718750 Penalty: 4233.571289
	Iteration 25Q: 3 clusters Score -393155.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -393170.000000 Penalty: 4233.571289
	Iteration 26Q: 3 clusters Score -393170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -393184.968750 Penalty: 4233.571289
	Iteration 27Q: 3 clusters Score -393185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -393199.250000 Penalty: 4233.571289
	Iteration 28Q: 3 clusters Score -393199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -393213.843750 Penalty: 4233.571289
	Iteration 29Q: 3 clusters Score -393213.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -393228.187500 Penalty: 4233.571289
	Iteration 30Q: 3 clusters Score -393228.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -393236.906250 Penalty: 4233.571289
	Iteration 31Q: 3 clusters Score -393236.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -393245.812500 Penalty: 4233.571289
	Iteration 32Q: 3 clusters Score -393245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -393252.156250 Penalty: 4233.571289
	Iteration 33Q: 3 clusters Score -393252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -393255.593750 Penalty: 4233.571289
	Iteration 34Q: 3 clusters Score -393255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -393259.625000 Penalty: 4233.571289
	Iteration 35Q: 3 clusters Score -393259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -393261.718750 Penalty: 4233.571289
	Iteration 36Q: 3 clusters Score -393261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -393264.593750 Penalty: 4233.571289
	Iteration 37Q: 3 clusters Score -393264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -393266.375000 Penalty: 4233.571289
	Iteration 38Q: 3 clusters Score -393266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -393267.093750 Penalty: 4233.571289
	Iteration 39Q: 3 clusters Score -393267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -393267.687500 Penalty: 4233.571289
	Iteration 40F: 3 clusters Score -393267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -900072.125000 Penalty: 2275.508545
	Iteration 0F: 2 clusters Score -900072.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -892632.562500 Penalty: 4551.017090
	Iteration 0F: 3 clusters Score -892632.6 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -894944.125000 Penalty: 4551.017090
	Iteration 1F: 3 clusters Score -894944.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -895289.562500 Penalty: 4551.017090
	Iteration 2F: 3 clusters Score -895289.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -895599.375000 Penalty: 4551.017090
	Iteration 3F: 3 clusters Score -895599.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -895964.375000 Penalty: 4551.017090
	Iteration 4Q: 3 clusters Score -895964.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -896421.312500 Penalty: 4551.017090
	Iteration 5F: 3 clusters Score -896421.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -897041.812500 Penalty: 4551.017090
	Iteration 6F: 3 clusters Score -897041.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -897732.687500 Penalty: 4551.017090
	Iteration 7F: 3 clusters Score -897732.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -898376.187500 Penalty: 4551.017090
	Iteration 8F: 3 clusters Score -898376.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -898759.875000 Penalty: 4551.017090
	Iteration 9F: 3 clusters Score -898759.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -898948.312500 Penalty: 4551.017090
	Iteration 10Q: 3 clusters Score -898948.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -899054.000000 Penalty: 4551.017090
	Iteration 11Q: 3 clusters Score -899054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -899107.250000 Penalty: 4551.017090
	Iteration 12Q: 3 clusters Score -899107.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -899127.937500 Penalty: 4551.017090
	Iteration 13Q: 3 clusters Score -899127.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -899140.437500 Penalty: 4551.017090
	Iteration 14Q: 3 clusters Score -899140.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -899148.437500 Penalty: 4551.017090
	Iteration 15Q: 3 clusters Score -899148.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -899158.125000 Penalty: 4551.017090
	Iteration 16Q: 3 clusters Score -899158.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -899158.437500 Penalty: 4551.017090
	Iteration 17Q: 3 clusters Score -899158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -899161.812500 Penalty: 4551.017090
	Iteration 18Q: 3 clusters Score -899161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -899161.937500 Penalty: 4551.017090
	Iteration 19Q: 3 clusters Score -899161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -899165.375000 Penalty: 4551.017090
	Iteration 20F: 3 clusters Score -899165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -899166.625000 Penalty: 4551.017090
	Iteration 21Q: 3 clusters Score -899166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -899168.625000 Penalty: 4551.017090
	Iteration 22Q: 3 clusters Score -899168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -899169.312500 Penalty: 4551.017090
	Iteration 23Q: 3 clusters Score -899169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -899169.312500 Penalty: 4551.017090
	Iteration 24F: 3 clusters Score -899169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -91219.898438 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -91219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89253.367188 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -89253.37 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89658.351562 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -89658.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89842.320312 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -89842.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89931.734375 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -89931.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -89987.000000 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -89987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90043.125000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -90043.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90094.484375 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -90094.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90126.695312 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -90126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90136.984375 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -90136.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90138.367188 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -90138.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90139.718750 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -90139.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90144.148438 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -90144.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90150.960938 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -90150.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90160.070312 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -90160.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90169.671875 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -90169.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90173.578125 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -90173.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90176.460938 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -90176.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90181.718750 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -90181.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90187.445312 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -90187.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90196.335938 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -90196.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90197.476562 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -90197.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90202.531250 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -90202.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90207.593750 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -90207.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90208.648438 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -90208.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90208.648438 Penalty: 3483.342529
	Iteration 24F: 3 clusters Score -90208.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -326484.531250 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -326484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -322480.093750 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -322480.1 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -323387.812500 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -323387.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -323603.937500 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -323603.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -323740.593750 Penalty: 4134.849609
	Iteration 3F: 3 clusters Score -323740.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -323836.812500 Penalty: 4134.849609
	Iteration 4Q: 3 clusters Score -323836.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -323935.781250 Penalty: 4134.849609
	Iteration 5Q: 3 clusters Score -323935.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -324061.750000 Penalty: 4134.849609
	Iteration 6Q: 3 clusters Score -324061.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -324181.125000 Penalty: 4134.849609
	Iteration 7Q: 3 clusters Score -324181.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -324298.406250 Penalty: 4134.849609
	Iteration 8Q: 3 clusters Score -324298.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -324420.125000 Penalty: 4134.849609
	Iteration 9Q: 3 clusters Score -324420.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -324558.562500 Penalty: 4134.849609
	Iteration 10Q: 3 clusters Score -324558.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -324658.375000 Penalty: 4134.849609
	Iteration 11Q: 3 clusters Score -324658.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -324740.875000 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -324740.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -324802.906250 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -324802.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -324851.906250 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -324851.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -324895.406250 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -324895.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -324930.687500 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -324930.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -324964.062500 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -324964.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -324982.718750 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -324982.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -324999.843750 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -324999.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -325020.312500 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -325020.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -325043.593750 Penalty: 4134.849609
	Iteration 21Q: 3 clusters Score -325043.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -325057.750000 Penalty: 4134.849609
	Iteration 22Q: 3 clusters Score -325057.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -325072.406250 Penalty: 4134.849609
	Iteration 23Q: 3 clusters Score -325072.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -325094.062500 Penalty: 4134.849609
	Iteration 24Q: 3 clusters Score -325094.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -325133.562500 Penalty: 4134.849609
	Iteration 25Q: 3 clusters Score -325133.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -325186.125000 Penalty: 4134.849609
	Iteration 26Q: 3 clusters Score -325186.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -325238.187500 Penalty: 4134.849609
	Iteration 27Q: 3 clusters Score -325238.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -325289.562500 Penalty: 4134.849609
	Iteration 28Q: 3 clusters Score -325289.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -325348.000000 Penalty: 4134.849609
	Iteration 29Q: 3 clusters Score -325348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -325390.937500 Penalty: 4134.849609
	Iteration 30Q: 3 clusters Score -325390.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -325412.375000 Penalty: 4134.849609
	Iteration 31Q: 3 clusters Score -325412.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -325433.031250 Penalty: 4134.849609
	Iteration 32Q: 3 clusters Score -325433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -325456.250000 Penalty: 4134.849609
	Iteration 33Q: 3 clusters Score -325456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -325465.750000 Penalty: 4134.849609
	Iteration 34Q: 3 clusters Score -325465.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -325480.250000 Penalty: 4134.849609
	Iteration 35Q: 3 clusters Score -325480.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -325496.937500 Penalty: 4134.849609
	Iteration 36Q: 3 clusters Score -325496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -325515.687500 Penalty: 4134.849609
	Iteration 37Q: 3 clusters Score -325515.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -325534.375000 Penalty: 4134.849609
	Iteration 38Q: 3 clusters Score -325534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -325535.875000 Penalty: 4134.849609
	Iteration 39Q: 3 clusters Score -325535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -325537.593750 Penalty: 4134.849609
	Iteration 40F: 3 clusters Score -325537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -325538.500000 Penalty: 4134.849609
	Iteration 41Q: 3 clusters Score -325538.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -325538.500000 Penalty: 4134.849609
	Iteration 42F: 3 clusters Score -325538.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (99681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Entering Unmasked Estep 
Score: -8008016.500000 Penalty: 2854.413086
	Iteration 0F: 2 clusters Score -8008016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7941459.500000 Penalty: 5708.826172
	Iteration 0F: 3 clusters Score -7941460 nChanged 46990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -7968005.500000 Penalty: 5708.826172
	Iteration 1F: 3 clusters Score -7968006 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -7968886.500000 Penalty: 5708.826172
	Iteration 2Q: 3 clusters Score -7968886 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7970045.500000 Penalty: 5708.826172
	Iteration 3Q: 3 clusters Score -7970046 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -7971941.500000 Penalty: 5708.826172
	Iteration 4Q: 3 clusters Score -7971942 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7975072.000000 Penalty: 5708.826172
	Iteration 5F: 3 clusters Score -7975072 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -7980403.000000 Penalty: 5708.826172
	Iteration 6F: 3 clusters Score -7980403 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -7987860.500000 Penalty: 5708.826172
	Iteration 7F: 3 clusters Score -7987860 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -7995486.000000 Penalty: 5708.826172
	Iteration 8F: 3 clusters Score -7995486 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -8000826.500000 Penalty: 5708.826172
	Iteration 9F: 3 clusters Score -8000826 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -8003523.000000 Penalty: 5708.826172
	Iteration 10Q: 3 clusters Score -8003523 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -8004567.500000 Penalty: 5708.826172
	Iteration 11Q: 3 clusters Score -8004568 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -8005063.500000 Penalty: 5708.826172
	Iteration 12Q: 3 clusters Score -8005064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -8005327.000000 Penalty: 5708.826172
	Iteration 13Q: 3 clusters Score -8005327 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -8005445.500000 Penalty: 5708.826172
	Iteration 14Q: 3 clusters Score -8005446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -8005519.500000 Penalty: 5708.826172
	Iteration 15Q: 3 clusters Score -8005520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -8005565.500000 Penalty: 5708.826172
	Iteration 16Q: 3 clusters Score -8005566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 98996 members 
Entering Unmasked Estep 
Score: -8005605.500000 Penalty: 5708.826172
	Iteration 17Q: 3 clusters Score -8005606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -8005614.500000 Penalty: 5708.826172
	Iteration 18Q: 3 clusters Score -8005614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -8005621.000000 Penalty: 5708.826172
	Iteration 19Q: 3 clusters Score -8005621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -8005628.000000 Penalty: 5708.826172
	Iteration 20F: 3 clusters Score -8005628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -8005642.000000 Penalty: 5708.826172
	Iteration 21Q: 3 clusters Score -8005642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -8005652.500000 Penalty: 5708.826172
	Iteration 22Q: 3 clusters Score -8005652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -8005656.500000 Penalty: 5708.826172
	Iteration 23Q: 3 clusters Score -8005656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -8005660.500000 Penalty: 5708.826172
	Iteration 24Q: 3 clusters Score -8005660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -8005666.000000 Penalty: 5708.826172
	Iteration 25Q: 3 clusters Score -8005666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -8005671.000000 Penalty: 5708.826172
	Iteration 26Q: 3 clusters Score -8005671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -8005671.000000 Penalty: 5708.826172
	Iteration 27Q: 3 clusters Score -8005671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -8005673.000000 Penalty: 5708.826172
	Iteration 28Q: 3 clusters Score -8005673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -8005674.500000 Penalty: 5708.826172
	Iteration 29Q: 3 clusters Score -8005674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -8005679.500000 Penalty: 5708.826172
	Iteration 30Q: 3 clusters Score -8005680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -8005678.000000 Penalty: 5708.826172
	Iteration 31Q: 3 clusters Score -8005678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -8005683.500000 Penalty: 5708.826172
	Iteration 32Q: 3 clusters Score -8005684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -8005683.500000 Penalty: 5708.826172
	Iteration 33F: 3 clusters Score -8005684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Entering Unmasked Estep 
Score: -1024327.500000 Penalty: 2343.460205
	Iteration 0F: 2 clusters Score -1024328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1014922.625000 Penalty: 4686.920410
	Iteration 0F: 3 clusters Score -1014923 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1017800.062500 Penalty: 4686.920410
	Iteration 1F: 3 clusters Score -1017800 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1018100.187500 Penalty: 4686.920410
	Iteration 2F: 3 clusters Score -1018100 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1018291.062500 Penalty: 4686.920410
	Iteration 3Q: 3 clusters Score -1018291 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1018435.250000 Penalty: 4686.920410
	Iteration 4Q: 3 clusters Score -1018435 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1018570.625000 Penalty: 4686.920410
	Iteration 5Q: 3 clusters Score -1018571 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1018689.375000 Penalty: 4686.920410
	Iteration 6Q: 3 clusters Score -1018689 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1018829.937500 Penalty: 4686.920410
	Iteration 7Q: 3 clusters Score -1018830 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1018970.375000 Penalty: 4686.920410
	Iteration 8Q: 3 clusters Score -1018970 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1019128.750000 Penalty: 4686.920410
	Iteration 9Q: 3 clusters Score -1019129 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1019291.000000 Penalty: 4686.920410
	Iteration 10Q: 3 clusters Score -1019291 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1019487.937500 Penalty: 4686.920410
	Iteration 11Q: 3 clusters Score -1019488 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1019775.312500 Penalty: 4686.920410
	Iteration 12Q: 3 clusters Score -1019775 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1020090.250000 Penalty: 4686.920410
	Iteration 13Q: 3 clusters Score -1020090 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1020430.312500 Penalty: 4686.920410
	Iteration 14Q: 3 clusters Score -1020430 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1020791.250000 Penalty: 4686.920410
	Iteration 15Q: 3 clusters Score -1020791 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1021125.875000 Penalty: 4686.920410
	Iteration 16Q: 3 clusters Score -1021126 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1021377.000000 Penalty: 4686.920410
	Iteration 17Q: 3 clusters Score -1021377 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1021590.562500 Penalty: 4686.920410
	Iteration 18Q: 3 clusters Score -1021591 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1021751.437500 Penalty: 4686.920410
	Iteration 19Q: 3 clusters Score -1021751 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1021853.375000 Penalty: 4686.920410
	Iteration 20F: 3 clusters Score -1021853 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1021920.062500 Penalty: 4686.920410
	Iteration 21Q: 3 clusters Score -1021920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1021967.437500 Penalty: 4686.920410
	Iteration 22Q: 3 clusters Score -1021967 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1021998.125000 Penalty: 4686.920410
	Iteration 23Q: 3 clusters Score -1021998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1022018.437500 Penalty: 4686.920410
	Iteration 24Q: 3 clusters Score -1022018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1022036.687500 Penalty: 4686.920410
	Iteration 25Q: 3 clusters Score -1022037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1022043.812500 Penalty: 4686.920410
	Iteration 26Q: 3 clusters Score -1022044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1022052.750000 Penalty: 4686.920410
	Iteration 27Q: 3 clusters Score -1022053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1022058.750000 Penalty: 4686.920410
	Iteration 28Q: 3 clusters Score -1022059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1022062.125000 Penalty: 4686.920410
	Iteration 29Q: 3 clusters Score -1022062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1022064.687500 Penalty: 4686.920410
	Iteration 30Q: 3 clusters Score -1022065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1022067.437500 Penalty: 4686.920410
	Iteration 31Q: 3 clusters Score -1022067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1022071.687500 Penalty: 4686.920410
	Iteration 32Q: 3 clusters Score -1022072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1022073.062500 Penalty: 4686.920410
	Iteration 33Q: 3 clusters Score -1022073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1022071.875000 Penalty: 4686.920410
	Iteration 34Q: 3 clusters Score -1022072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1022070.625000 Penalty: 4686.920410
	Iteration 35Q: 3 clusters Score -1022071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1022074.312500 Penalty: 4686.920410
	Iteration 36Q: 3 clusters Score -1022074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1022076.125000 Penalty: 4686.920410
	Iteration 37Q: 3 clusters Score -1022076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1022075.062500 Penalty: 4686.920410
	Iteration 38Q: 3 clusters Score -1022075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1022077.750000 Penalty: 4686.920410
	Iteration 39Q: 3 clusters Score -1022078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1022080.812500 Penalty: 4686.920410
	Iteration 40F: 3 clusters Score -1022081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1022079.750000 Penalty: 4686.920410
	Iteration 41Q: 3 clusters Score -1022080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1022078.500000 Penalty: 4686.920410
	Iteration 42Q: 3 clusters Score -1022078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1022080.500000 Penalty: 4686.920410
	Iteration 43Q: 3 clusters Score -1022080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1022081.687500 Penalty: 4686.920410
	Iteration 44Q: 3 clusters Score -1022082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1022083.250000 Penalty: 4686.920410
	Iteration 45Q: 3 clusters Score -1022083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1022083.312500 Penalty: 4686.920410
	Iteration 46Q: 3 clusters Score -1022083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1022086.687500 Penalty: 4686.920410
	Iteration 47Q: 3 clusters Score -1022087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1022086.625000 Penalty: 4686.920410
	Iteration 48Q: 3 clusters Score -1022087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1022086.625000 Penalty: 4686.920410
	Iteration 49Q: 3 clusters Score -1022087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1022086.625000 Penalty: 4686.920410
	Iteration 50F: 3 clusters Score -1022087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -167510.671875 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -167510.7 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 1117 members 
Entering Unmasked Estep 
Score: -164717.875000 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -164717.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -165273.406250 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -165273.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -165428.812500 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -165428.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -165530.359375 Penalty: 3826.258545
	Iteration 3F: 3 clusters Score -165530.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -165606.500000 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -165606.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -165670.093750 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -165670.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -165726.765625 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -165726.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165785.250000 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -165785.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165861.078125 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -165861.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -165949.906250 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -165949.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -166037.875000 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -166037.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -166128.187500 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -166128.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -166235.390625 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -166235.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -166332.828125 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -166332.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -166423.156250 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -166423.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -166505.375000 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -166505.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -166573.468750 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -166573.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166608.312500 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -166608.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166635.421875 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -166635.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166654.312500 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -166654.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -166669.656250 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -166669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -166680.531250 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -166680.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -166688.890625 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -166688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -166694.375000 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -166694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166695.937500 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -166695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -166696.625000 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -166696.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -166696.625000 Penalty: 3826.258545
	Iteration 26F: 3 clusters Score -166696.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -172546.562500 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -172546.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -169748.218750 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -169748.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -170380.234375 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -170380.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170593.843750 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -170593.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -170752.765625 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -170752.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170841.421875 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -170841.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -170896.093750 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -170896.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -170928.484375 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -170928.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170950.546875 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -170950.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170963.937500 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -170963.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -170975.796875 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -170975.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -170982.984375 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -170983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -170990.875000 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -170990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -170999.484375 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -170999.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -171008.906250 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -171008.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -171015.750000 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -171015.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -171026.078125 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -171026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -171037.765625 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -171037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -171044.156250 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -171044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171051.046875 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -171051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -171060.218750 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -171060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -171066.703125 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -171066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171074.328125 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -171074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -171079.703125 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -171079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171086.875000 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -171086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -171090.906250 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -171090.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -171099.328125 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -171099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -171108.828125 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -171108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -171118.203125 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -171118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -171128.671875 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -171128.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -171135.375000 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -171135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171142.875000 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -171142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -171149.921875 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -171149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171153.734375 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -171153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -171157.906250 Penalty: 3852.142822
	Iteration 33Q: 3 clusters Score -171157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -171163.078125 Penalty: 3852.142822
	Iteration 34Q: 3 clusters Score -171163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171165.140625 Penalty: 3852.142822
	Iteration 35Q: 3 clusters Score -171165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -171167.546875 Penalty: 3852.142822
	Iteration 36Q: 3 clusters Score -171167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -171169.468750 Penalty: 3852.142822
	Iteration 37Q: 3 clusters Score -171169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -171169.906250 Penalty: 3852.142822
	Iteration 38Q: 3 clusters Score -171169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -171171.171875 Penalty: 3852.142822
	Iteration 39Q: 3 clusters Score -171171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -171172.687500 Penalty: 3852.142822
	Iteration 40F: 3 clusters Score -171172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -171173.562500 Penalty: 3852.142822
	Iteration 41Q: 3 clusters Score -171173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -171173.562500 Penalty: 3852.142822
	Iteration 42F: 3 clusters Score -171173.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -557812.625000 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -557812.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -551938.125000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -551938.1 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -553473.062500 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -553473.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -553688.937500 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -553688.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -553846.562500 Penalty: 4401.726074
	Iteration 3Q: 3 clusters Score -553846.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -553957.187500 Penalty: 4401.726074
	Iteration 4Q: 3 clusters Score -553957.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -554044.937500 Penalty: 4401.726074
	Iteration 5Q: 3 clusters Score -554044.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -554116.562500 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -554116.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -554169.937500 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -554169.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -554219.000000 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -554219 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -554266.187500 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -554266.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -554309.062500 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -554309.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -554341.250000 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -554341.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -554366.812500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -554366.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -554405.062500 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -554405.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -554445.250000 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -554445.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -554482.125000 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -554482.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -554526.312500 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -554526.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -554573.625000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -554573.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -554619.875000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -554619.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -554661.187500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -554661.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -554699.375000 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -554699.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -554735.937500 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -554735.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -554765.000000 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -554765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -554789.312500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -554789.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -554821.125000 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -554821.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -554860.562500 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -554860.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -554898.625000 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -554898.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -554931.250000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -554931.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -554965.125000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -554965.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -555004.750000 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -555004.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -555043.875000 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -555043.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -555080.937500 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -555080.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -555114.750000 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -555114.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -555151.062500 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -555151.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -555184.812500 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -555184.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -555213.937500 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -555213.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -555253.625000 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -555253.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -555297.062500 Penalty: 4401.726074
	Iteration 37Q: 3 clusters Score -555297.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -555329.312500 Penalty: 4401.726074
	Iteration 38Q: 3 clusters Score -555329.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -555358.937500 Penalty: 4401.726074
	Iteration 39Q: 3 clusters Score -555358.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -555373.125000 Penalty: 4401.726074
	Iteration 40F: 3 clusters Score -555373.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -555386.687500 Penalty: 4401.726074
	Iteration 41Q: 3 clusters Score -555386.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -555397.000000 Penalty: 4401.726074
	Iteration 42Q: 3 clusters Score -555397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -555406.562500 Penalty: 4401.726074
	Iteration 43Q: 3 clusters Score -555406.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -555411.562500 Penalty: 4401.726074
	Iteration 44Q: 3 clusters Score -555411.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -555416.437500 Penalty: 4401.726074
	Iteration 45Q: 3 clusters Score -555416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -555418.062500 Penalty: 4401.726074
	Iteration 46Q: 3 clusters Score -555418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -555419.625000 Penalty: 4401.726074
	Iteration 47Q: 3 clusters Score -555419.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -555420.250000 Penalty: 4401.726074
	Iteration 48Q: 3 clusters Score -555420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -555421.937500 Penalty: 4401.726074
	Iteration 49Q: 3 clusters Score -555421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -555424.375000 Penalty: 4401.726074
	Iteration 50Q: 3 clusters Score -555424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -555426.187500 Penalty: 4401.726074
	Iteration 51Q: 3 clusters Score -555426.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -555429.125000 Penalty: 4401.726074
	Iteration 52Q: 3 clusters Score -555429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -555430.562500 Penalty: 4401.726074
	Iteration 53Q: 3 clusters Score -555430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -555430.562500 Penalty: 4401.726074
	Iteration 54Q: 3 clusters Score -555430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -555430.625000 Penalty: 4401.726074
	Iteration 55Q: 3 clusters Score -555430.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -555430.625000 Penalty: 4401.726074
	Iteration 56F: 3 clusters Score -555430.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (38714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Entering Unmasked Estep 
Score: -3105440.000000 Penalty: 2619.861084
	Iteration 0F: 2 clusters Score -3105440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3079133.500000 Penalty: 5239.722168
	Iteration 0F: 3 clusters Score -3079134 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3088892.250000 Penalty: 5239.722168
	Iteration 1F: 3 clusters Score -3088892 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3089515.000000 Penalty: 5239.722168
	Iteration 2Q: 3 clusters Score -3089515 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3090187.500000 Penalty: 5239.722168
	Iteration 3Q: 3 clusters Score -3090188 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3090919.500000 Penalty: 5239.722168
	Iteration 4Q: 3 clusters Score -3090920 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3091890.250000 Penalty: 5239.722168
	Iteration 5F: 3 clusters Score -3091890 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3093158.500000 Penalty: 5239.722168
	Iteration 6F: 3 clusters Score -3093158 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3094776.500000 Penalty: 5239.722168
	Iteration 7F: 3 clusters Score -3094776 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3096602.750000 Penalty: 5239.722168
	Iteration 8F: 3 clusters Score -3096603 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3098432.250000 Penalty: 5239.722168
	Iteration 9F: 3 clusters Score -3098432 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3100052.000000 Penalty: 5239.722168
	Iteration 10Q: 3 clusters Score -3100052 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3101168.250000 Penalty: 5239.722168
	Iteration 11Q: 3 clusters Score -3101168 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3101881.500000 Penalty: 5239.722168
	Iteration 12Q: 3 clusters Score -3101882 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3102357.500000 Penalty: 5239.722168
	Iteration 13Q: 3 clusters Score -3102358 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3102697.500000 Penalty: 5239.722168
	Iteration 14Q: 3 clusters Score -3102698 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3102897.500000 Penalty: 5239.722168
	Iteration 15Q: 3 clusters Score -3102898 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3103058.250000 Penalty: 5239.722168
	Iteration 16Q: 3 clusters Score -3103058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3103153.000000 Penalty: 5239.722168
	Iteration 17Q: 3 clusters Score -3103153 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3103236.500000 Penalty: 5239.722168
	Iteration 18Q: 3 clusters Score -3103236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3103287.750000 Penalty: 5239.722168
	Iteration 19Q: 3 clusters Score -3103288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3103325.750000 Penalty: 5239.722168
	Iteration 20F: 3 clusters Score -3103326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3103370.250000 Penalty: 5239.722168
	Iteration 21Q: 3 clusters Score -3103370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3103419.250000 Penalty: 5239.722168
	Iteration 22Q: 3 clusters Score -3103419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3103454.000000 Penalty: 5239.722168
	Iteration 23Q: 3 clusters Score -3103454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3103493.000000 Penalty: 5239.722168
	Iteration 24Q: 3 clusters Score -3103493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3103514.750000 Penalty: 5239.722168
	Iteration 25Q: 3 clusters Score -3103515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3103525.000000 Penalty: 5239.722168
	Iteration 26Q: 3 clusters Score -3103525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3103544.750000 Penalty: 5239.722168
	Iteration 27Q: 3 clusters Score -3103545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3103547.500000 Penalty: 5239.722168
	Iteration 28Q: 3 clusters Score -3103548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3103559.500000 Penalty: 5239.722168
	Iteration 29Q: 3 clusters Score -3103560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3103567.000000 Penalty: 5239.722168
	Iteration 30Q: 3 clusters Score -3103567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3103582.500000 Penalty: 5239.722168
	Iteration 31Q: 3 clusters Score -3103582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3103581.000000 Penalty: 5239.722168
	Iteration 32Q: 3 clusters Score -3103581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3103587.250000 Penalty: 5239.722168
	Iteration 33Q: 3 clusters Score -3103587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3103589.750000 Penalty: 5239.722168
	Iteration 34Q: 3 clusters Score -3103590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3103593.750000 Penalty: 5239.722168
	Iteration 35Q: 3 clusters Score -3103594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3103602.250000 Penalty: 5239.722168
	Iteration 36Q: 3 clusters Score -3103602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3103602.250000 Penalty: 5239.722168
	Iteration 37Q: 3 clusters Score -3103602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3103599.500000 Penalty: 5239.722168
	Iteration 38Q: 3 clusters Score -3103600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3103603.750000 Penalty: 5239.722168
	Iteration 39Q: 3 clusters Score -3103604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3103606.000000 Penalty: 5239.722168
	Iteration 40F: 3 clusters Score -3103606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3103602.000000 Penalty: 5239.722168
	Iteration 41Q: 3 clusters Score -3103602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3103603.750000 Penalty: 5239.722168
	Iteration 42Q: 3 clusters Score -3103604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3103604.500000 Penalty: 5239.722168
	Iteration 43Q: 3 clusters Score -3103604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3103604.500000 Penalty: 5239.722168
	Iteration 44F: 3 clusters Score -3103604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -138863.453125 Penalty: 1822.609253
	Iteration 0F: 2 clusters Score -138863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136580.984375 Penalty: 3645.218506
	Iteration 0F: 3 clusters Score -136581 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -137018.703125 Penalty: 3645.218506
	Iteration 1F: 3 clusters Score -137018.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -137189.093750 Penalty: 3645.218506
	Iteration 2F: 3 clusters Score -137189.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137345.484375 Penalty: 3645.218506
	Iteration 3F: 3 clusters Score -137345.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -137525.156250 Penalty: 3645.218506
	Iteration 4F: 3 clusters Score -137525.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137704.453125 Penalty: 3645.218506
	Iteration 5F: 3 clusters Score -137704.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -137815.234375 Penalty: 3645.218506
	Iteration 6Q: 3 clusters Score -137815.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137889.953125 Penalty: 3645.218506
	Iteration 7Q: 3 clusters Score -137890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137943.578125 Penalty: 3645.218506
	Iteration 8Q: 3 clusters Score -137943.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138000.671875 Penalty: 3645.218506
	Iteration 9Q: 3 clusters Score -138000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -138043.765625 Penalty: 3645.218506
	Iteration 10Q: 3 clusters Score -138043.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -138088.203125 Penalty: 3645.218506
	Iteration 11Q: 3 clusters Score -138088.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138142.812500 Penalty: 3645.218506
	Iteration 12Q: 3 clusters Score -138142.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -138191.875000 Penalty: 3645.218506
	Iteration 13Q: 3 clusters Score -138191.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -138231.453125 Penalty: 3645.218506
	Iteration 14Q: 3 clusters Score -138231.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138254.828125 Penalty: 3645.218506
	Iteration 15Q: 3 clusters Score -138254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -138272.640625 Penalty: 3645.218506
	Iteration 16Q: 3 clusters Score -138272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -138280.625000 Penalty: 3645.218506
	Iteration 17Q: 3 clusters Score -138280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138286.640625 Penalty: 3645.218506
	Iteration 18Q: 3 clusters Score -138286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -138292.421875 Penalty: 3645.218506
	Iteration 19Q: 3 clusters Score -138292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -138295.265625 Penalty: 3645.218506
	Iteration 20F: 3 clusters Score -138295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -362733.000000 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -362733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -359068.156250 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -359068.2 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -359914.125000 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -359914.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -360200.062500 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -360200.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -360385.343750 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -360385.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -360562.125000 Penalty: 4074.374756
	Iteration 4F: 3 clusters Score -360562.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -360718.500000 Penalty: 4074.374756
	Iteration 5Q: 3 clusters Score -360718.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -360838.656250 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -360838.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -360946.125000 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -360946.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -361044.562500 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -361044.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -361132.062500 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -361132.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -361203.968750 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -361204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -361260.031250 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -361260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -361298.187500 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -361298.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -361336.843750 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -361336.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -361370.656250 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -361370.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -361394.468750 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -361394.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -361408.593750 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -361408.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -361419.125000 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -361419.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -361428.468750 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -361428.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -361434.812500 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -361434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -361442.281250 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -361442.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -361449.625000 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -361449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -361453.031250 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -361453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -361453.812500 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -361453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -361456.593750 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -361456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -361462.156250 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -361462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361470.062500 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -361470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361471.781250 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -361471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361473.156250 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -361473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361474.062500 Penalty: 4074.374756
	Iteration 29Q: 3 clusters Score -361474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361474.062500 Penalty: 4074.374756
	Iteration 30F: 3 clusters Score -361474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Entering Unmasked Estep 
Score: -925762.875000 Penalty: 2325.862549
	Iteration 0F: 2 clusters Score -925762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -916922.750000 Penalty: 4651.725098
	Iteration 0F: 3 clusters Score -916922.8 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -919720.312500 Penalty: 4651.725098
	Iteration 1F: 3 clusters Score -919720.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -920568.750000 Penalty: 4651.725098
	Iteration 2F: 3 clusters Score -920568.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -921724.687500 Penalty: 4651.725098
	Iteration 3F: 3 clusters Score -921724.7 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -922939.000000 Penalty: 4651.725098
	Iteration 4F: 3 clusters Score -922939 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -923881.625000 Penalty: 4651.725098
	Iteration 5F: 3 clusters Score -923881.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -924465.500000 Penalty: 4651.725098
	Iteration 6F: 3 clusters Score -924465.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -924802.875000 Penalty: 4651.725098
	Iteration 7Q: 3 clusters Score -924802.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -924974.875000 Penalty: 4651.725098
	Iteration 8Q: 3 clusters Score -924974.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -925076.375000 Penalty: 4651.725098
	Iteration 9Q: 3 clusters Score -925076.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -925133.437500 Penalty: 4651.725098
	Iteration 10Q: 3 clusters Score -925133.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -925169.000000 Penalty: 4651.725098
	Iteration 11Q: 3 clusters Score -925169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -925192.375000 Penalty: 4651.725098
	Iteration 12Q: 3 clusters Score -925192.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -925205.062500 Penalty: 4651.725098
	Iteration 13Q: 3 clusters Score -925205.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -925223.625000 Penalty: 4651.725098
	Iteration 14Q: 3 clusters Score -925223.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -925237.062500 Penalty: 4651.725098
	Iteration 15Q: 3 clusters Score -925237.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -925248.187500 Penalty: 4651.725098
	Iteration 16Q: 3 clusters Score -925248.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -925257.437500 Penalty: 4651.725098
	Iteration 17Q: 3 clusters Score -925257.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -925264.750000 Penalty: 4651.725098
	Iteration 18Q: 3 clusters Score -925264.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -925268.937500 Penalty: 4651.725098
	Iteration 19Q: 3 clusters Score -925268.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -925273.187500 Penalty: 4651.725098
	Iteration 20F: 3 clusters Score -925273.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -925279.562500 Penalty: 4651.725098
	Iteration 21Q: 3 clusters Score -925279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -925286.375000 Penalty: 4651.725098
	Iteration 22Q: 3 clusters Score -925286.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -925287.312500 Penalty: 4651.725098
	Iteration 23Q: 3 clusters Score -925287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -925288.750000 Penalty: 4651.725098
	Iteration 24Q: 3 clusters Score -925288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -925290.125000 Penalty: 4651.725098
	Iteration 25Q: 3 clusters Score -925290.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -925296.125000 Penalty: 4651.725098
	Iteration 26Q: 3 clusters Score -925296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -925297.687500 Penalty: 4651.725098
	Iteration 27Q: 3 clusters Score -925297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -925299.562500 Penalty: 4651.725098
	Iteration 28Q: 3 clusters Score -925299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -925301.062500 Penalty: 4651.725098
	Iteration 29Q: 3 clusters Score -925301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -925302.812500 Penalty: 4651.725098
	Iteration 30Q: 3 clusters Score -925302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -925302.125000 Penalty: 4651.725098
	Iteration 31Q: 3 clusters Score -925302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -925302.125000 Penalty: 4651.725098
	Iteration 32F: 3 clusters Score -925302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -313961.375000 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -313961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -310060.062500 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -310060.1 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -310894.281250 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -310894.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -311099.906250 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -311099.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -311230.906250 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -311230.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -311328.468750 Penalty: 4114.963379
	Iteration 4Q: 3 clusters Score -311328.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -311385.500000 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -311385.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -311416.500000 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -311416.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -311442.750000 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -311442.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -311468.437500 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -311468.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -311495.343750 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -311495.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -311516.000000 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -311516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -311545.250000 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -311545.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -311575.062500 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -311575.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -311613.812500 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -311613.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -311673.093750 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -311673.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -311740.062500 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -311740.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -311792.031250 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -311792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -311844.062500 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -311844.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -311890.250000 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -311890.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -311923.312500 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -311923.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -311946.687500 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -311946.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -311968.843750 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -311968.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -311991.562500 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -311991.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -312011.250000 Penalty: 4114.963379
	Iteration 23Q: 3 clusters Score -312011.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -312033.843750 Penalty: 4114.963379
	Iteration 24Q: 3 clusters Score -312033.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312051.218750 Penalty: 4114.963379
	Iteration 25Q: 3 clusters Score -312051.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -312063.625000 Penalty: 4114.963379
	Iteration 26Q: 3 clusters Score -312063.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -312073.468750 Penalty: 4114.963379
	Iteration 27Q: 3 clusters Score -312073.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -312078.843750 Penalty: 4114.963379
	Iteration 28Q: 3 clusters Score -312078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312085.156250 Penalty: 4114.963379
	Iteration 29Q: 3 clusters Score -312085.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -312093.500000 Penalty: 4114.963379
	Iteration 30Q: 3 clusters Score -312093.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -312102.562500 Penalty: 4114.963379
	Iteration 31Q: 3 clusters Score -312102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -312110.875000 Penalty: 4114.963379
	Iteration 32Q: 3 clusters Score -312110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -312118.375000 Penalty: 4114.963379
	Iteration 33Q: 3 clusters Score -312118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -312125.156250 Penalty: 4114.963379
	Iteration 34Q: 3 clusters Score -312125.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -312130.000000 Penalty: 4114.963379
	Iteration 35Q: 3 clusters Score -312130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -312133.875000 Penalty: 4114.963379
	Iteration 36Q: 3 clusters Score -312133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -312136.468750 Penalty: 4114.963379
	Iteration 37Q: 3 clusters Score -312136.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -312140.343750 Penalty: 4114.963379
	Iteration 38Q: 3 clusters Score -312140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312143.500000 Penalty: 4114.963379
	Iteration 39Q: 3 clusters Score -312143.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -312147.625000 Penalty: 4114.963379
	Iteration 40F: 3 clusters Score -312147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -312151.125000 Penalty: 4114.963379
	Iteration 41Q: 3 clusters Score -312151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -312153.312500 Penalty: 4114.963379
	Iteration 42Q: 3 clusters Score -312153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -312155.031250 Penalty: 4114.963379
	Iteration 43Q: 3 clusters Score -312155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -312157.906250 Penalty: 4114.963379
	Iteration 44Q: 3 clusters Score -312157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -312159.406250 Penalty: 4114.963379
	Iteration 45Q: 3 clusters Score -312159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -312161.312500 Penalty: 4114.963379
	Iteration 46Q: 3 clusters Score -312161.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -312163.500000 Penalty: 4114.963379
	Iteration 47Q: 3 clusters Score -312163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -312165.656250 Penalty: 4114.963379
	Iteration 48Q: 3 clusters Score -312165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -312167.031250 Penalty: 4114.963379
	Iteration 49Q: 3 clusters Score -312167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -312168.343750 Penalty: 4114.963379
	Iteration 50Q: 3 clusters Score -312168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -312169.312500 Penalty: 4114.963379
	Iteration 51Q: 3 clusters Score -312169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -312170.750000 Penalty: 4114.963379
	Iteration 52Q: 3 clusters Score -312170.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -312173.500000 Penalty: 4114.963379
	Iteration 53Q: 3 clusters Score -312173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -312174.812500 Penalty: 4114.963379
	Iteration 54Q: 3 clusters Score -312174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -312176.625000 Penalty: 4114.963379
	Iteration 55Q: 3 clusters Score -312176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -312177.562500 Penalty: 4114.963379
	Iteration 56Q: 3 clusters Score -312177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -312177.562500 Penalty: 4114.963379
	Iteration 57F: 3 clusters Score -312177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -72550.234375 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -72550.23 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 506 members 
Entering Unmasked Estep 
Score: -70795.695312 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -70795.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -71192.875000 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -71192.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71401.406250 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -71401.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -71671.742188 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -71671.74 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -71877.101562 Penalty: 3407.546387
	Iteration 4F: 3 clusters Score -71877.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72032.984375 Penalty: 3407.546387
	Iteration 5F: 3 clusters Score -72032.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72199.000000 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -72199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72291.960938 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -72291.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -72336.132812 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -72336.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72356.851562 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -72356.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -72363.875000 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -72363.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -72366.609375 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -72366.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72367.648438 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -72367.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72367.648438 Penalty: 3407.546387
	Iteration 13F: 3 clusters Score -72367.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (8643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Entering Unmasked Estep 
Score: -670278.312500 Penalty: 2247.997070
	Iteration 0F: 2 clusters Score -670278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -663444.687500 Penalty: 4495.994141
	Iteration 0F: 3 clusters Score -663444.7 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -665262.312500 Penalty: 4495.994141
	Iteration 1F: 3 clusters Score -665262.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -665576.687500 Penalty: 4495.994141
	Iteration 2F: 3 clusters Score -665576.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -665826.187500 Penalty: 4495.994141
	Iteration 3F: 3 clusters Score -665826.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -666052.437500 Penalty: 4495.994141
	Iteration 4Q: 3 clusters Score -666052.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -666291.750000 Penalty: 4495.994141
	Iteration 5Q: 3 clusters Score -666291.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -666614.312500 Penalty: 4495.994141
	Iteration 6Q: 3 clusters Score -666614.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -667038.187500 Penalty: 4495.994141
	Iteration 7F: 3 clusters Score -667038.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -667518.437500 Penalty: 4495.994141
	Iteration 8F: 3 clusters Score -667518.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -668023.375000 Penalty: 4495.994141
	Iteration 9F: 3 clusters Score -668023.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -668410.500000 Penalty: 4495.994141
	Iteration 10F: 3 clusters Score -668410.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -668660.500000 Penalty: 4495.994141
	Iteration 11Q: 3 clusters Score -668660.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -668806.812500 Penalty: 4495.994141
	Iteration 12Q: 3 clusters Score -668806.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -668897.062500 Penalty: 4495.994141
	Iteration 13Q: 3 clusters Score -668897.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -668957.437500 Penalty: 4495.994141
	Iteration 14Q: 3 clusters Score -668957.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -668992.312500 Penalty: 4495.994141
	Iteration 15Q: 3 clusters Score -668992.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -669008.437500 Penalty: 4495.994141
	Iteration 16Q: 3 clusters Score -669008.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -669017.812500 Penalty: 4495.994141
	Iteration 17Q: 3 clusters Score -669017.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -669028.625000 Penalty: 4495.994141
	Iteration 18Q: 3 clusters Score -669028.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -669032.250000 Penalty: 4495.994141
	Iteration 19Q: 3 clusters Score -669032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -669036.937500 Penalty: 4495.994141
	Iteration 20F: 3 clusters Score -669036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -669039.187500 Penalty: 4495.994141
	Iteration 21Q: 3 clusters Score -669039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -669039.062500 Penalty: 4495.994141
	Iteration 22Q: 3 clusters Score -669039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -669039.937500 Penalty: 4495.994141
	Iteration 23Q: 3 clusters Score -669039.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -669044.250000 Penalty: 4495.994141
	Iteration 24Q: 3 clusters Score -669044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -669043.375000 Penalty: 4495.994141
	Iteration 25Q: 3 clusters Score -669043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -669043.687500 Penalty: 4495.994141
	Iteration 26Q: 3 clusters Score -669043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -669045.625000 Penalty: 4495.994141
	Iteration 27Q: 3 clusters Score -669045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -669045.312500 Penalty: 4495.994141
	Iteration 28Q: 3 clusters Score -669045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -669046.250000 Penalty: 4495.994141
	Iteration 29Q: 3 clusters Score -669046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -669046.250000 Penalty: 4495.994141
	Iteration 30F: 3 clusters Score -669046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -547805.312500 Penalty: 2208.078857
	Iteration 0F: 2 clusters Score -547805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -541814.937500 Penalty: 4416.157715
	Iteration 0F: 3 clusters Score -541814.9 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -543516.500000 Penalty: 4416.157715
	Iteration 1F: 3 clusters Score -543516.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -544003.375000 Penalty: 4416.157715
	Iteration 2F: 3 clusters Score -544003.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -544501.500000 Penalty: 4416.157715
	Iteration 3F: 3 clusters Score -544501.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -545157.687500 Penalty: 4416.157715
	Iteration 4F: 3 clusters Score -545157.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -545766.437500 Penalty: 4416.157715
	Iteration 5F: 3 clusters Score -545766.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -546216.500000 Penalty: 4416.157715
	Iteration 6F: 3 clusters Score -546216.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -546517.500000 Penalty: 4416.157715
	Iteration 7Q: 3 clusters Score -546517.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -546726.500000 Penalty: 4416.157715
	Iteration 8Q: 3 clusters Score -546726.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -546861.437500 Penalty: 4416.157715
	Iteration 9Q: 3 clusters Score -546861.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -546949.875000 Penalty: 4416.157715
	Iteration 10Q: 3 clusters Score -546949.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -547012.375000 Penalty: 4416.157715
	Iteration 11Q: 3 clusters Score -547012.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -547046.750000 Penalty: 4416.157715
	Iteration 12Q: 3 clusters Score -547046.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -547067.062500 Penalty: 4416.157715
	Iteration 13Q: 3 clusters Score -547067.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -547078.062500 Penalty: 4416.157715
	Iteration 14Q: 3 clusters Score -547078.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -547088.062500 Penalty: 4416.157715
	Iteration 15Q: 3 clusters Score -547088.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -547095.812500 Penalty: 4416.157715
	Iteration 16Q: 3 clusters Score -547095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -547101.250000 Penalty: 4416.157715
	Iteration 17Q: 3 clusters Score -547101.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -547104.125000 Penalty: 4416.157715
	Iteration 18Q: 3 clusters Score -547104.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -547106.812500 Penalty: 4416.157715
	Iteration 19Q: 3 clusters Score -547106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -547108.937500 Penalty: 4416.157715
	Iteration 20F: 3 clusters Score -547108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -547110.625000 Penalty: 4416.157715
	Iteration 21Q: 3 clusters Score -547110.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -547114.125000 Penalty: 4416.157715
	Iteration 22Q: 3 clusters Score -547114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -547116.000000 Penalty: 4416.157715
	Iteration 23Q: 3 clusters Score -547116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -547118.875000 Penalty: 4416.157715
	Iteration 24Q: 3 clusters Score -547118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -547118.937500 Penalty: 4416.157715
	Iteration 25Q: 3 clusters Score -547118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -547121.750000 Penalty: 4416.157715
	Iteration 26Q: 3 clusters Score -547121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -547121.937500 Penalty: 4416.157715
	Iteration 27Q: 3 clusters Score -547121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -547126.250000 Penalty: 4416.157715
	Iteration 28Q: 3 clusters Score -547126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -547131.687500 Penalty: 4416.157715
	Iteration 29Q: 3 clusters Score -547131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -547137.562500 Penalty: 4416.157715
	Iteration 30Q: 3 clusters Score -547137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -547142.562500 Penalty: 4416.157715
	Iteration 31Q: 3 clusters Score -547142.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -547150.937500 Penalty: 4416.157715
	Iteration 32Q: 3 clusters Score -547150.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -547160.250000 Penalty: 4416.157715
	Iteration 33Q: 3 clusters Score -547160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -547168.312500 Penalty: 4416.157715
	Iteration 34Q: 3 clusters Score -547168.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -547178.437500 Penalty: 4416.157715
	Iteration 35Q: 3 clusters Score -547178.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -547197.562500 Penalty: 4416.157715
	Iteration 36Q: 3 clusters Score -547197.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -547219.000000 Penalty: 4416.157715
	Iteration 37Q: 3 clusters Score -547219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -547254.750000 Penalty: 4416.157715
	Iteration 38Q: 3 clusters Score -547254.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -547295.875000 Penalty: 4416.157715
	Iteration 39Q: 3 clusters Score -547295.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -547329.562500 Penalty: 4416.157715
	Iteration 40F: 3 clusters Score -547329.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -547358.750000 Penalty: 4416.157715
	Iteration 41Q: 3 clusters Score -547358.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -547389.437500 Penalty: 4416.157715
	Iteration 42Q: 3 clusters Score -547389.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -547415.875000 Penalty: 4416.157715
	Iteration 43Q: 3 clusters Score -547415.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -547436.187500 Penalty: 4416.157715
	Iteration 44Q: 3 clusters Score -547436.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -547454.937500 Penalty: 4416.157715
	Iteration 45Q: 3 clusters Score -547454.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -547467.125000 Penalty: 4416.157715
	Iteration 46Q: 3 clusters Score -547467.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -547472.187500 Penalty: 4416.157715
	Iteration 47Q: 3 clusters Score -547472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -547475.625000 Penalty: 4416.157715
	Iteration 48Q: 3 clusters Score -547475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -547478.687500 Penalty: 4416.157715
	Iteration 49Q: 3 clusters Score -547478.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -547480.562500 Penalty: 4416.157715
	Iteration 50Q: 3 clusters Score -547480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -547483.125000 Penalty: 4416.157715
	Iteration 51Q: 3 clusters Score -547483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -547485.750000 Penalty: 4416.157715
	Iteration 52Q: 3 clusters Score -547485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -547486.750000 Penalty: 4416.157715
	Iteration 53Q: 3 clusters Score -547486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -547488.437500 Penalty: 4416.157715
	Iteration 54Q: 3 clusters Score -547488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -547488.687500 Penalty: 4416.157715
	Iteration 55Q: 3 clusters Score -547488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -547489.125000 Penalty: 4416.157715
	Iteration 56Q: 3 clusters Score -547489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -547489.500000 Penalty: 4416.157715
	Iteration 57Q: 3 clusters Score -547489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -547489.937500 Penalty: 4416.157715
	Iteration 58Q: 3 clusters Score -547489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -547490.875000 Penalty: 4416.157715
	Iteration 59Q: 3 clusters Score -547490.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -547490.875000 Penalty: 4416.157715
	Iteration 60F: 3 clusters Score -547490.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -348674.718750 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -348674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -344464.218750 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -344464.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -345405.531250 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -345405.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -345620.718750 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -345620.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -345754.812500 Penalty: 4165.387695
	Iteration 3F: 3 clusters Score -345754.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -345838.750000 Penalty: 4165.387695
	Iteration 4Q: 3 clusters Score -345838.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -345903.250000 Penalty: 4165.387695
	Iteration 5Q: 3 clusters Score -345903.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -345964.625000 Penalty: 4165.387695
	Iteration 6Q: 3 clusters Score -345964.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -346013.843750 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -346013.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -346049.375000 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -346049.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -346087.750000 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -346087.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -346126.437500 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -346126.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -346167.937500 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -346167.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -346195.312500 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -346195.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -346224.812500 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -346224.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -346253.531250 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -346253.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -346282.625000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -346282.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -346309.687500 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -346309.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -346345.312500 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -346345.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -346376.312500 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -346376.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -346412.250000 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -346412.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -346441.437500 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -346441.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -346469.625000 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -346469.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -346497.937500 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -346497.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -346528.468750 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -346528.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -346555.812500 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -346555.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -346600.750000 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -346600.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -346670.468750 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -346670.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -346723.656250 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -346723.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -346788.781250 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -346788.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -346869.968750 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -346870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -346965.687500 Penalty: 4165.387695
	Iteration 30Q: 3 clusters Score -346965.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -347083.531250 Penalty: 4165.387695
	Iteration 31Q: 3 clusters Score -347083.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347195.531250 Penalty: 4165.387695
	Iteration 32Q: 3 clusters Score -347195.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -347277.156250 Penalty: 4165.387695
	Iteration 33Q: 3 clusters Score -347277.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -347314.500000 Penalty: 4165.387695
	Iteration 34Q: 3 clusters Score -347314.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -347337.062500 Penalty: 4165.387695
	Iteration 35Q: 3 clusters Score -347337.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347351.750000 Penalty: 4165.387695
	Iteration 36Q: 3 clusters Score -347351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -347359.843750 Penalty: 4165.387695
	Iteration 37Q: 3 clusters Score -347359.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -347370.875000 Penalty: 4165.387695
	Iteration 38Q: 3 clusters Score -347370.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -347375.687500 Penalty: 4165.387695
	Iteration 39Q: 3 clusters Score -347375.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -347377.843750 Penalty: 4165.387695
	Iteration 40F: 3 clusters Score -347377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -347380.375000 Penalty: 4165.387695
	Iteration 41Q: 3 clusters Score -347380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -347380.312500 Penalty: 4165.387695
	Iteration 42Q: 3 clusters Score -347380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347381.437500 Penalty: 4165.387695
	Iteration 43Q: 3 clusters Score -347381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347381.437500 Penalty: 4165.387695
	Iteration 44F: 3 clusters Score -347381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -181686.375000 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -181686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -179015.046875 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -179015 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -179513.531250 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -179513.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -179645.687500 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -179645.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -179723.906250 Penalty: 3798.714844
	Iteration 3Q: 3 clusters Score -179723.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -179786.515625 Penalty: 3798.714844
	Iteration 4Q: 3 clusters Score -179786.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -179827.421875 Penalty: 3798.714844
	Iteration 5Q: 3 clusters Score -179827.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -179857.015625 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -179857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -179874.890625 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -179874.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -179893.734375 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -179893.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -179909.781250 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -179909.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -179918.937500 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -179918.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -179925.859375 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -179925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -179931.093750 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -179931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -179934.140625 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -179934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -179939.281250 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -179939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -179941.968750 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -179942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179945.203125 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -179945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -179949.906250 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -179949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -179952.437500 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -179952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -179955.421875 Penalty: 3798.714844
	Iteration 19Q: 3 clusters Score -179955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -179960.250000 Penalty: 3798.714844
	Iteration 20F: 3 clusters Score -179960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -179963.203125 Penalty: 3798.714844
	Iteration 21Q: 3 clusters Score -179963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -179964.171875 Penalty: 3798.714844
	Iteration 22Q: 3 clusters Score -179964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -179964.875000 Penalty: 3798.714844
	Iteration 23Q: 3 clusters Score -179964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -179964.875000 Penalty: 3798.714844
	Iteration 24F: 3 clusters Score -179964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -528860.937500 Penalty: 2141.253418
	Iteration 0F: 2 clusters Score -528860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -523965.906250 Penalty: 4282.506836
	Iteration 0F: 3 clusters Score -523965.9 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -525282.250000 Penalty: 4282.506836
	Iteration 1F: 3 clusters Score -525282.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -525559.437500 Penalty: 4282.506836
	Iteration 2F: 3 clusters Score -525559.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -525730.812500 Penalty: 4282.506836
	Iteration 3F: 3 clusters Score -525730.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -525876.187500 Penalty: 4282.506836
	Iteration 4Q: 3 clusters Score -525876.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -525989.187500 Penalty: 4282.506836
	Iteration 5Q: 3 clusters Score -525989.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -526092.500000 Penalty: 4282.506836
	Iteration 6Q: 3 clusters Score -526092.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -526185.312500 Penalty: 4282.506836
	Iteration 7Q: 3 clusters Score -526185.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -526268.687500 Penalty: 4282.506836
	Iteration 8Q: 3 clusters Score -526268.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -526352.437500 Penalty: 4282.506836
	Iteration 9Q: 3 clusters Score -526352.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -526439.812500 Penalty: 4282.506836
	Iteration 10Q: 3 clusters Score -526439.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -526525.250000 Penalty: 4282.506836
	Iteration 11Q: 3 clusters Score -526525.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -526602.687500 Penalty: 4282.506836
	Iteration 12Q: 3 clusters Score -526602.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -526664.000000 Penalty: 4282.506836
	Iteration 13Q: 3 clusters Score -526664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -526727.437500 Penalty: 4282.506836
	Iteration 14Q: 3 clusters Score -526727.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -526784.937500 Penalty: 4282.506836
	Iteration 15Q: 3 clusters Score -526784.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -526833.187500 Penalty: 4282.506836
	Iteration 16Q: 3 clusters Score -526833.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -526873.312500 Penalty: 4282.506836
	Iteration 17Q: 3 clusters Score -526873.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -526901.187500 Penalty: 4282.506836
	Iteration 18Q: 3 clusters Score -526901.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -526918.812500 Penalty: 4282.506836
	Iteration 19Q: 3 clusters Score -526918.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -526946.250000 Penalty: 4282.506836
	Iteration 20F: 3 clusters Score -526946.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -526965.750000 Penalty: 4282.506836
	Iteration 21Q: 3 clusters Score -526965.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -526981.500000 Penalty: 4282.506836
	Iteration 22Q: 3 clusters Score -526981.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -527002.375000 Penalty: 4282.506836
	Iteration 23Q: 3 clusters Score -527002.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -527023.187500 Penalty: 4282.506836
	Iteration 24Q: 3 clusters Score -527023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -527038.437500 Penalty: 4282.506836
	Iteration 25Q: 3 clusters Score -527038.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -527052.125000 Penalty: 4282.506836
	Iteration 26Q: 3 clusters Score -527052.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -527066.312500 Penalty: 4282.506836
	Iteration 27Q: 3 clusters Score -527066.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -527082.500000 Penalty: 4282.506836
	Iteration 28Q: 3 clusters Score -527082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -527091.687500 Penalty: 4282.506836
	Iteration 29Q: 3 clusters Score -527091.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -527100.187500 Penalty: 4282.506836
	Iteration 30Q: 3 clusters Score -527100.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -527112.187500 Penalty: 4282.506836
	Iteration 31Q: 3 clusters Score -527112.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -527122.000000 Penalty: 4282.506836
	Iteration 32Q: 3 clusters Score -527122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -527134.750000 Penalty: 4282.506836
	Iteration 33Q: 3 clusters Score -527134.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -527144.187500 Penalty: 4282.506836
	Iteration 34Q: 3 clusters Score -527144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -527150.562500 Penalty: 4282.506836
	Iteration 35Q: 3 clusters Score -527150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -527156.437500 Penalty: 4282.506836
	Iteration 36Q: 3 clusters Score -527156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -527159.937500 Penalty: 4282.506836
	Iteration 37Q: 3 clusters Score -527159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -527163.875000 Penalty: 4282.506836
	Iteration 38Q: 3 clusters Score -527163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -527166.437500 Penalty: 4282.506836
	Iteration 39Q: 3 clusters Score -527166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -527170.000000 Penalty: 4282.506836
	Iteration 40F: 3 clusters Score -527170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -527172.562500 Penalty: 4282.506836
	Iteration 41Q: 3 clusters Score -527172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -527175.562500 Penalty: 4282.506836
	Iteration 42Q: 3 clusters Score -527175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -527176.437500 Penalty: 4282.506836
	Iteration 43Q: 3 clusters Score -527176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -527179.000000 Penalty: 4282.506836
	Iteration 44Q: 3 clusters Score -527179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -527179.375000 Penalty: 4282.506836
	Iteration 45Q: 3 clusters Score -527179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -527179.562500 Penalty: 4282.506836
	Iteration 46Q: 3 clusters Score -527179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -527181.375000 Penalty: 4282.506836
	Iteration 47Q: 3 clusters Score -527181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -527182.125000 Penalty: 4282.506836
	Iteration 48Q: 3 clusters Score -527182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -527182.812500 Penalty: 4282.506836
	Iteration 49Q: 3 clusters Score -527182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -527183.187500 Penalty: 4282.506836
	Iteration 50Q: 3 clusters Score -527183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -527183.187500 Penalty: 4282.506836
	Iteration 51F: 3 clusters Score -527183.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -302230.625000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -302230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -298424.875000 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -298424.9 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -299321.093750 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -299321.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -299572.625000 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -299572.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -299837.281250 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -299837.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -300063.625000 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -300063.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -300238.281250 Penalty: 4094.246338
	Iteration 5Q: 3 clusters Score -300238.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -300383.437500 Penalty: 4094.246338
	Iteration 6Q: 3 clusters Score -300383.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -300529.750000 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -300529.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -300630.625000 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -300630.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300700.281250 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -300700.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -300741.937500 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -300741.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -300772.000000 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -300772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -300795.593750 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -300795.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -300812.812500 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -300812.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -300825.687500 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -300825.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -300837.656250 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -300837.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -300845.406250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -300845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -300851.750000 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -300851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -300855.312500 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -300855.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -300858.250000 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -300858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -300862.281250 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -300862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -300865.000000 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -300865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -300866.531250 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -300866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -300868.000000 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -300868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -300868.812500 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -300868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -300870.625000 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -300870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -300870.625000 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -300870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300870.906250 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -300870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -300872.468750 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -300872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -300873.125000 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -300873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -300874.875000 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -300874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300875.968750 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -300876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -300877.437500 Penalty: 4094.246338
	Iteration 32Q: 3 clusters Score -300877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -300880.218750 Penalty: 4094.246338
	Iteration 33Q: 3 clusters Score -300880.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -300883.468750 Penalty: 4094.246338
	Iteration 34Q: 3 clusters Score -300883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -300885.093750 Penalty: 4094.246338
	Iteration 35Q: 3 clusters Score -300885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -300888.656250 Penalty: 4094.246338
	Iteration 36Q: 3 clusters Score -300888.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -300890.187500 Penalty: 4094.246338
	Iteration 37Q: 3 clusters Score -300890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -300891.187500 Penalty: 4094.246338
	Iteration 38Q: 3 clusters Score -300891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -300891.781250 Penalty: 4094.246338
	Iteration 39Q: 3 clusters Score -300891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -300892.562500 Penalty: 4094.246338
	Iteration 40F: 3 clusters Score -300892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -300894.281250 Penalty: 4094.246338
	Iteration 41Q: 3 clusters Score -300894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -300894.562500 Penalty: 4094.246338
	Iteration 42Q: 3 clusters Score -300894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -300896.125000 Penalty: 4094.246338
	Iteration 43Q: 3 clusters Score -300896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -300897.187500 Penalty: 4094.246338
	Iteration 44Q: 3 clusters Score -300897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -300897.406250 Penalty: 4094.246338
	Iteration 45Q: 3 clusters Score -300897.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -300897.406250 Penalty: 4094.246338
	Iteration 46F: 3 clusters Score -300897.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Entering Unmasked Estep 
Score: -521101.031250 Penalty: 2209.121338
	Iteration 0F: 2 clusters Score -521101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -515070.062500 Penalty: 4418.242676
	Iteration 0F: 3 clusters Score -515070.1 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -516941.250000 Penalty: 4418.242676
	Iteration 1F: 3 clusters Score -516941.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -517426.718750 Penalty: 4418.242676
	Iteration 2F: 3 clusters Score -517426.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -517831.156250 Penalty: 4418.242676
	Iteration 3F: 3 clusters Score -517831.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -518282.437500 Penalty: 4418.242676
	Iteration 4F: 3 clusters Score -518282.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -518679.562500 Penalty: 4418.242676
	Iteration 5F: 3 clusters Score -518679.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -518958.531250 Penalty: 4418.242676
	Iteration 6F: 3 clusters Score -518958.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -519158.375000 Penalty: 4418.242676
	Iteration 7Q: 3 clusters Score -519158.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -519285.093750 Penalty: 4418.242676
	Iteration 8Q: 3 clusters Score -519285.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -519376.250000 Penalty: 4418.242676
	Iteration 9Q: 3 clusters Score -519376.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -519434.312500 Penalty: 4418.242676
	Iteration 10Q: 3 clusters Score -519434.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -519474.906250 Penalty: 4418.242676
	Iteration 11Q: 3 clusters Score -519474.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -519508.281250 Penalty: 4418.242676
	Iteration 12Q: 3 clusters Score -519508.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -519537.062500 Penalty: 4418.242676
	Iteration 13Q: 3 clusters Score -519537.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -519555.718750 Penalty: 4418.242676
	Iteration 14Q: 3 clusters Score -519555.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -519570.875000 Penalty: 4418.242676
	Iteration 15Q: 3 clusters Score -519570.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -519585.750000 Penalty: 4418.242676
	Iteration 16Q: 3 clusters Score -519585.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -519605.312500 Penalty: 4418.242676
	Iteration 17Q: 3 clusters Score -519605.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -519619.437500 Penalty: 4418.242676
	Iteration 18Q: 3 clusters Score -519619.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -519631.093750 Penalty: 4418.242676
	Iteration 19Q: 3 clusters Score -519631.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -519644.750000 Penalty: 4418.242676
	Iteration 20F: 3 clusters Score -519644.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -519656.750000 Penalty: 4418.242676
	Iteration 21Q: 3 clusters Score -519656.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -519668.875000 Penalty: 4418.242676
	Iteration 22Q: 3 clusters Score -519668.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -519681.187500 Penalty: 4418.242676
	Iteration 23Q: 3 clusters Score -519681.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -519688.062500 Penalty: 4418.242676
	Iteration 24Q: 3 clusters Score -519688.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -519698.093750 Penalty: 4418.242676
	Iteration 25Q: 3 clusters Score -519698.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -519709.093750 Penalty: 4418.242676
	Iteration 26Q: 3 clusters Score -519709.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -519714.187500 Penalty: 4418.242676
	Iteration 27Q: 3 clusters Score -519714.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -519723.781250 Penalty: 4418.242676
	Iteration 28Q: 3 clusters Score -519723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -519731.437500 Penalty: 4418.242676
	Iteration 29Q: 3 clusters Score -519731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -519734.312500 Penalty: 4418.242676
	Iteration 30Q: 3 clusters Score -519734.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -519741.000000 Penalty: 4418.242676
	Iteration 31Q: 3 clusters Score -519741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -519747.531250 Penalty: 4418.242676
	Iteration 32Q: 3 clusters Score -519747.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -519753.187500 Penalty: 4418.242676
	Iteration 33Q: 3 clusters Score -519753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -519758.875000 Penalty: 4418.242676
	Iteration 34Q: 3 clusters Score -519758.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -519765.718750 Penalty: 4418.242676
	Iteration 35Q: 3 clusters Score -519765.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -519768.250000 Penalty: 4418.242676
	Iteration 36Q: 3 clusters Score -519768.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -519773.000000 Penalty: 4418.242676
	Iteration 37Q: 3 clusters Score -519773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -519775.562500 Penalty: 4418.242676
	Iteration 38Q: 3 clusters Score -519775.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -519779.656250 Penalty: 4418.242676
	Iteration 39Q: 3 clusters Score -519779.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -519785.562500 Penalty: 4418.242676
	Iteration 40F: 3 clusters Score -519785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -519788.406250 Penalty: 4418.242676
	Iteration 41Q: 3 clusters Score -519788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -519790.125000 Penalty: 4418.242676
	Iteration 42Q: 3 clusters Score -519790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -519793.718750 Penalty: 4418.242676
	Iteration 43Q: 3 clusters Score -519793.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -519796.406250 Penalty: 4418.242676
	Iteration 44Q: 3 clusters Score -519796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -519799.625000 Penalty: 4418.242676
	Iteration 45Q: 3 clusters Score -519799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -519799.843750 Penalty: 4418.242676
	Iteration 46Q: 3 clusters Score -519799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -519800.781250 Penalty: 4418.242676
	Iteration 47Q: 3 clusters Score -519800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -519801.875000 Penalty: 4418.242676
	Iteration 48Q: 3 clusters Score -519801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -519803.531250 Penalty: 4418.242676
	Iteration 49Q: 3 clusters Score -519803.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -519805.906250 Penalty: 4418.242676
	Iteration 50Q: 3 clusters Score -519805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -519808.562500 Penalty: 4418.242676
	Iteration 51Q: 3 clusters Score -519808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -519810.218750 Penalty: 4418.242676
	Iteration 52Q: 3 clusters Score -519810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -519809.906250 Penalty: 4418.242676
	Iteration 53Q: 3 clusters Score -519809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -519811.281250 Penalty: 4418.242676
	Iteration 54Q: 3 clusters Score -519811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -519811.375000 Penalty: 4418.242676
	Iteration 55Q: 3 clusters Score -519811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -519813.281250 Penalty: 4418.242676
	Iteration 56Q: 3 clusters Score -519813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -519814.531250 Penalty: 4418.242676
	Iteration 57Q: 3 clusters Score -519814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -519814.093750 Penalty: 4418.242676
	Iteration 58Q: 3 clusters Score -519814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -519816.031250 Penalty: 4418.242676
	Iteration 59Q: 3 clusters Score -519816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -519817.281250 Penalty: 4418.242676
	Iteration 60F: 3 clusters Score -519817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -519816.937500 Penalty: 4418.242676
	Iteration 61Q: 3 clusters Score -519816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -519816.937500 Penalty: 4418.242676
	Iteration 62Q: 3 clusters Score -519816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -519817.562500 Penalty: 4418.242676
	Iteration 63Q: 3 clusters Score -519817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -519818.125000 Penalty: 4418.242676
	Iteration 64Q: 3 clusters Score -519818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -519817.937500 Penalty: 4418.242676
	Iteration 65Q: 3 clusters Score -519817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -519817.937500 Penalty: 4418.242676
	Iteration 66F: 3 clusters Score -519817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -149322.093750 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -149322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -146617.281250 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -146617.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -147174.625000 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -147174.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -147303.968750 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -147304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -147416.531250 Penalty: 3813.927979
	Iteration 3Q: 3 clusters Score -147416.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -147499.906250 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -147499.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -147572.453125 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -147572.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -147619.078125 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -147619.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -147638.984375 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -147639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -147656.828125 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -147656.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -147671.718750 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -147671.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -147689.781250 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -147689.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -147707.078125 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -147707.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -147729.421875 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -147729.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -147760.375000 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -147760.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -147785.265625 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -147785.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -147803.984375 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -147804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -147826.312500 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -147826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -147848.265625 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -147848.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -147863.281250 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -147863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -147873.546875 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -147873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -147879.656250 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -147879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -147885.859375 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -147885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -147890.015625 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -147890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -147895.187500 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -147895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -147903.500000 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -147903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -147925.359375 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -147925.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -147975.250000 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -147975.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -148020.687500 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -148020.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -148069.937500 Penalty: 3813.927979
	Iteration 28Q: 3 clusters Score -148069.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148136.281250 Penalty: 3813.927979
	Iteration 29Q: 3 clusters Score -148136.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -148200.906250 Penalty: 3813.927979
	Iteration 30Q: 3 clusters Score -148200.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -148254.140625 Penalty: 3813.927979
	Iteration 31Q: 3 clusters Score -148254.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -148303.375000 Penalty: 3813.927979
	Iteration 32Q: 3 clusters Score -148303.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -148347.093750 Penalty: 3813.927979
	Iteration 33Q: 3 clusters Score -148347.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -148374.781250 Penalty: 3813.927979
	Iteration 34Q: 3 clusters Score -148374.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -148386.515625 Penalty: 3813.927979
	Iteration 35Q: 3 clusters Score -148386.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -148400.921875 Penalty: 3813.927979
	Iteration 36Q: 3 clusters Score -148400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -148414.781250 Penalty: 3813.927979
	Iteration 37Q: 3 clusters Score -148414.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -148435.609375 Penalty: 3813.927979
	Iteration 38Q: 3 clusters Score -148435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -148442.781250 Penalty: 3813.927979
	Iteration 39Q: 3 clusters Score -148442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -148444.593750 Penalty: 3813.927979
	Iteration 40F: 3 clusters Score -148444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -148446.312500 Penalty: 3813.927979
	Iteration 41Q: 3 clusters Score -148446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -148448.250000 Penalty: 3813.927979
	Iteration 42Q: 3 clusters Score -148448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -148450.796875 Penalty: 3813.927979
	Iteration 43Q: 3 clusters Score -148450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -148454.875000 Penalty: 3813.927979
	Iteration 44Q: 3 clusters Score -148454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -148456.390625 Penalty: 3813.927979
	Iteration 45Q: 3 clusters Score -148456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -148458.890625 Penalty: 3813.927979
	Iteration 46Q: 3 clusters Score -148458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -148460.750000 Penalty: 3813.927979
	Iteration 47Q: 3 clusters Score -148460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -148460.750000 Penalty: 3813.927979
	Iteration 48F: 3 clusters Score -148460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -243232.406250 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -243232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -239887.968750 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -239888 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -240528.781250 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -240528.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -240680.140625 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -240680.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -240764.484375 Penalty: 3992.040527
	Iteration 3Q: 3 clusters Score -240764.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240823.843750 Penalty: 3992.040527
	Iteration 4Q: 3 clusters Score -240823.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -240861.453125 Penalty: 3992.040527
	Iteration 5Q: 3 clusters Score -240861.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -240891.156250 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -240891.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240915.453125 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -240915.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -240945.953125 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -240946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -240967.718750 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -240967.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -240991.781250 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -240991.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -241013.140625 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -241013.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -241037.828125 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -241037.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -241064.484375 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -241064.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241086.718750 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -241086.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241103.890625 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -241103.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -241122.468750 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -241122.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241138.828125 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -241138.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241156.578125 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -241156.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -241173.703125 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -241173.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -241189.968750 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -241190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -241204.718750 Penalty: 3992.040527
	Iteration 21Q: 3 clusters Score -241204.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -241216.750000 Penalty: 3992.040527
	Iteration 22Q: 3 clusters Score -241216.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -241231.593750 Penalty: 3992.040527
	Iteration 23Q: 3 clusters Score -241231.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -241250.453125 Penalty: 3992.040527
	Iteration 24Q: 3 clusters Score -241250.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -241267.640625 Penalty: 3992.040527
	Iteration 25Q: 3 clusters Score -241267.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -241285.281250 Penalty: 3992.040527
	Iteration 26Q: 3 clusters Score -241285.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -241310.000000 Penalty: 3992.040527
	Iteration 27Q: 3 clusters Score -241310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -241333.734375 Penalty: 3992.040527
	Iteration 28Q: 3 clusters Score -241333.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -241355.812500 Penalty: 3992.040527
	Iteration 29Q: 3 clusters Score -241355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -241377.296875 Penalty: 3992.040527
	Iteration 30Q: 3 clusters Score -241377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -241397.390625 Penalty: 3992.040527
	Iteration 31Q: 3 clusters Score -241397.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -241419.812500 Penalty: 3992.040527
	Iteration 32Q: 3 clusters Score -241419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -241430.828125 Penalty: 3992.040527
	Iteration 33Q: 3 clusters Score -241430.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -241442.906250 Penalty: 3992.040527
	Iteration 34Q: 3 clusters Score -241442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -241456.859375 Penalty: 3992.040527
	Iteration 35Q: 3 clusters Score -241456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -241471.953125 Penalty: 3992.040527
	Iteration 36Q: 3 clusters Score -241472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -241484.828125 Penalty: 3992.040527
	Iteration 37Q: 3 clusters Score -241484.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -241495.140625 Penalty: 3992.040527
	Iteration 38Q: 3 clusters Score -241495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -241502.421875 Penalty: 3992.040527
	Iteration 39Q: 3 clusters Score -241502.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -241509.921875 Penalty: 3992.040527
	Iteration 40F: 3 clusters Score -241509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -241516.281250 Penalty: 3992.040527
	Iteration 41Q: 3 clusters Score -241516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -241518.656250 Penalty: 3992.040527
	Iteration 42Q: 3 clusters Score -241518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -241518.468750 Penalty: 3992.040527
	Iteration 43Q: 3 clusters Score -241518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -241518.468750 Penalty: 3992.040527
	Iteration 44F: 3 clusters Score -241518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -245954.203125 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -245954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -242619.875000 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -242619.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243358.296875 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -243358.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -243530.906250 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -243530.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -243660.859375 Penalty: 3986.140381
	Iteration 3Q: 3 clusters Score -243660.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -243774.562500 Penalty: 3986.140381
	Iteration 4Q: 3 clusters Score -243774.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -243859.031250 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -243859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -243933.296875 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -243933.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -243990.281250 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -243990.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -244036.656250 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -244036.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -244069.984375 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -244070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -244107.718750 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -244107.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -244141.843750 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -244141.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -244165.640625 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -244165.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -244190.812500 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -244190.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -244212.062500 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -244212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -244232.609375 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -244232.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -244250.625000 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -244250.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -244261.546875 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -244261.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -244268.796875 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -244268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -244275.671875 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -244275.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -244282.031250 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -244282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -244288.234375 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -244288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -244295.328125 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -244295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -244301.546875 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -244301.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -244309.562500 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -244309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -244313.265625 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -244313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -244316.265625 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -244316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -244317.593750 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -244317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -244319.515625 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -244319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -244320.406250 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -244320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -244320.625000 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -244320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -244320.625000 Penalty: 3986.140381
	Iteration 31F: 3 clusters Score -244320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -125417.460938 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -125417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -123252.085938 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -123252.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123739.492188 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -123739.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123907.125000 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -123907.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124043.132812 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -124043.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -124172.835938 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -124172.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124281.453125 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -124281.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -124384.343750 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -124384.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124474.296875 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -124474.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124557.734375 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -124557.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -124630.601562 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -124630.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -124700.250000 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -124700.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124749.218750 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -124749.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124785.757812 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -124785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124811.898438 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -124811.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124822.890625 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -124822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124828.250000 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -124828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124830.828125 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -124830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124832.453125 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -124832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -124832.453125 Penalty: 3591.362305
	Iteration 18F: 3 clusters Score -124832.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -75443.476562 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -75443.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -73393.492188 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -73393.49 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -73735.554688 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -73735.55 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -73906.750000 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -73906.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74005.781250 Penalty: 3522.431396
	Iteration 3Q: 3 clusters Score -74005.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74073.757812 Penalty: 3522.431396
	Iteration 4Q: 3 clusters Score -74073.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74118.421875 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -74118.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74194.773438 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -74194.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74309.281250 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -74309.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74424.085938 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -74424.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74521.460938 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -74521.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74602.234375 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -74602.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -74654.023438 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -74654.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74685.796875 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -74685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74697.257812 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -74697.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74705.546875 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -74705.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74707.156250 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -74707.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74709.968750 Penalty: 3522.431396
	Iteration 16Q: 3 clusters Score -74709.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74715.640625 Penalty: 3522.431396
	Iteration 17Q: 3 clusters Score -74715.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74715.640625 Penalty: 3522.431396
	Iteration 18F: 3 clusters Score -74715.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -444901.437500 Penalty: 2142.924561
	Iteration 0F: 2 clusters Score -444901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -439913.937500 Penalty: 4285.849121
	Iteration 0F: 3 clusters Score -439913.9 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -441082.843750 Penalty: 4285.849121
	Iteration 1F: 3 clusters Score -441082.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -441356.812500 Penalty: 4285.849121
	Iteration 2F: 3 clusters Score -441356.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -441550.031250 Penalty: 4285.849121
	Iteration 3F: 3 clusters Score -441550 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -441700.406250 Penalty: 4285.849121
	Iteration 4Q: 3 clusters Score -441700.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -441808.156250 Penalty: 4285.849121
	Iteration 5Q: 3 clusters Score -441808.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -441915.968750 Penalty: 4285.849121
	Iteration 6Q: 3 clusters Score -441916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -442011.218750 Penalty: 4285.849121
	Iteration 7Q: 3 clusters Score -442011.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -442103.937500 Penalty: 4285.849121
	Iteration 8Q: 3 clusters Score -442103.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -442187.843750 Penalty: 4285.849121
	Iteration 9Q: 3 clusters Score -442187.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -442260.000000 Penalty: 4285.849121
	Iteration 10Q: 3 clusters Score -442260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -442340.031250 Penalty: 4285.849121
	Iteration 11Q: 3 clusters Score -442340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -442409.968750 Penalty: 4285.849121
	Iteration 12Q: 3 clusters Score -442410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -442469.718750 Penalty: 4285.849121
	Iteration 13Q: 3 clusters Score -442469.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -442518.843750 Penalty: 4285.849121
	Iteration 14Q: 3 clusters Score -442518.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -442562.906250 Penalty: 4285.849121
	Iteration 15Q: 3 clusters Score -442562.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -442606.437500 Penalty: 4285.849121
	Iteration 16Q: 3 clusters Score -442606.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -442657.656250 Penalty: 4285.849121
	Iteration 17Q: 3 clusters Score -442657.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -442704.562500 Penalty: 4285.849121
	Iteration 18Q: 3 clusters Score -442704.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -442760.437500 Penalty: 4285.849121
	Iteration 19Q: 3 clusters Score -442760.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -442818.187500 Penalty: 4285.849121
	Iteration 20F: 3 clusters Score -442818.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -442864.000000 Penalty: 4285.849121
	Iteration 21Q: 3 clusters Score -442864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -442915.062500 Penalty: 4285.849121
	Iteration 22Q: 3 clusters Score -442915.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -442961.562500 Penalty: 4285.849121
	Iteration 23Q: 3 clusters Score -442961.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -442999.343750 Penalty: 4285.849121
	Iteration 24Q: 3 clusters Score -442999.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -443028.593750 Penalty: 4285.849121
	Iteration 25Q: 3 clusters Score -443028.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -443055.468750 Penalty: 4285.849121
	Iteration 26Q: 3 clusters Score -443055.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -443078.281250 Penalty: 4285.849121
	Iteration 27Q: 3 clusters Score -443078.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -443099.125000 Penalty: 4285.849121
	Iteration 28Q: 3 clusters Score -443099.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -443118.312500 Penalty: 4285.849121
	Iteration 29Q: 3 clusters Score -443118.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -443136.406250 Penalty: 4285.849121
	Iteration 30Q: 3 clusters Score -443136.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -443153.781250 Penalty: 4285.849121
	Iteration 31Q: 3 clusters Score -443153.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -443166.843750 Penalty: 4285.849121
	Iteration 32Q: 3 clusters Score -443166.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -443177.281250 Penalty: 4285.849121
	Iteration 33Q: 3 clusters Score -443177.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -443192.406250 Penalty: 4285.849121
	Iteration 34Q: 3 clusters Score -443192.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -443202.968750 Penalty: 4285.849121
	Iteration 35Q: 3 clusters Score -443203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -443209.281250 Penalty: 4285.849121
	Iteration 36Q: 3 clusters Score -443209.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -443217.656250 Penalty: 4285.849121
	Iteration 37Q: 3 clusters Score -443217.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -443224.437500 Penalty: 4285.849121
	Iteration 38Q: 3 clusters Score -443224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -443231.062500 Penalty: 4285.849121
	Iteration 39Q: 3 clusters Score -443231.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -443239.000000 Penalty: 4285.849121
	Iteration 40F: 3 clusters Score -443239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -443244.343750 Penalty: 4285.849121
	Iteration 41Q: 3 clusters Score -443244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -443248.031250 Penalty: 4285.849121
	Iteration 42Q: 3 clusters Score -443248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -443249.468750 Penalty: 4285.849121
	Iteration 43Q: 3 clusters Score -443249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -443253.125000 Penalty: 4285.849121
	Iteration 44Q: 3 clusters Score -443253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -443256.406250 Penalty: 4285.849121
	Iteration 45Q: 3 clusters Score -443256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -443259.468750 Penalty: 4285.849121
	Iteration 46Q: 3 clusters Score -443259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -443260.718750 Penalty: 4285.849121
	Iteration 47Q: 3 clusters Score -443260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -443261.750000 Penalty: 4285.849121
	Iteration 48Q: 3 clusters Score -443261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -443262.343750 Penalty: 4285.849121
	Iteration 49Q: 3 clusters Score -443262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -443262.718750 Penalty: 4285.849121
	Iteration 50Q: 3 clusters Score -443262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -443263.187500 Penalty: 4285.849121
	Iteration 51Q: 3 clusters Score -443263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -443265.343750 Penalty: 4285.849121
	Iteration 52Q: 3 clusters Score -443265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -443266.718750 Penalty: 4285.849121
	Iteration 53Q: 3 clusters Score -443266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -443267.031250 Penalty: 4285.849121
	Iteration 54Q: 3 clusters Score -443267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -443267.531250 Penalty: 4285.849121
	Iteration 55Q: 3 clusters Score -443267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -443267.531250 Penalty: 4285.849121
	Iteration 56F: 3 clusters Score -443267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -229136.187500 Penalty: 1948.751221
	Iteration 0F: 2 clusters Score -229136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -226092.734375 Penalty: 3897.502441
	Iteration 0F: 3 clusters Score -226092.7 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -226678.015625 Penalty: 3897.502441
	Iteration 1F: 3 clusters Score -226678 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -226847.234375 Penalty: 3897.502441
	Iteration 2F: 3 clusters Score -226847.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226926.531250 Penalty: 3897.502441
	Iteration 3Q: 3 clusters Score -226926.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226978.359375 Penalty: 3897.502441
	Iteration 4Q: 3 clusters Score -226978.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -227028.234375 Penalty: 3897.502441
	Iteration 5Q: 3 clusters Score -227028.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -227064.828125 Penalty: 3897.502441
	Iteration 6Q: 3 clusters Score -227064.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -227099.250000 Penalty: 3897.502441
	Iteration 7Q: 3 clusters Score -227099.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -227131.156250 Penalty: 3897.502441
	Iteration 8Q: 3 clusters Score -227131.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -227154.984375 Penalty: 3897.502441
	Iteration 9Q: 3 clusters Score -227155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -227178.406250 Penalty: 3897.502441
	Iteration 10Q: 3 clusters Score -227178.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -227208.281250 Penalty: 3897.502441
	Iteration 11Q: 3 clusters Score -227208.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -227229.875000 Penalty: 3897.502441
	Iteration 12Q: 3 clusters Score -227229.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -227257.500000 Penalty: 3897.502441
	Iteration 13Q: 3 clusters Score -227257.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227281.453125 Penalty: 3897.502441
	Iteration 14Q: 3 clusters Score -227281.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227314.250000 Penalty: 3897.502441
	Iteration 15Q: 3 clusters Score -227314.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -227343.343750 Penalty: 3897.502441
	Iteration 16Q: 3 clusters Score -227343.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227370.859375 Penalty: 3897.502441
	Iteration 17Q: 3 clusters Score -227370.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227398.984375 Penalty: 3897.502441
	Iteration 18Q: 3 clusters Score -227399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -227418.359375 Penalty: 3897.502441
	Iteration 19Q: 3 clusters Score -227418.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -227435.765625 Penalty: 3897.502441
	Iteration 20F: 3 clusters Score -227435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -227449.000000 Penalty: 3897.502441
	Iteration 21Q: 3 clusters Score -227449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -227468.093750 Penalty: 3897.502441
	Iteration 22Q: 3 clusters Score -227468.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227483.078125 Penalty: 3897.502441
	Iteration 23Q: 3 clusters Score -227483.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -227498.828125 Penalty: 3897.502441
	Iteration 24Q: 3 clusters Score -227498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -227512.093750 Penalty: 3897.502441
	Iteration 25Q: 3 clusters Score -227512.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -227523.968750 Penalty: 3897.502441
	Iteration 26Q: 3 clusters Score -227524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227535.015625 Penalty: 3897.502441
	Iteration 27Q: 3 clusters Score -227535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227546.562500 Penalty: 3897.502441
	Iteration 28Q: 3 clusters Score -227546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -227553.953125 Penalty: 3897.502441
	Iteration 29Q: 3 clusters Score -227554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -227559.250000 Penalty: 3897.502441
	Iteration 30Q: 3 clusters Score -227559.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -227567.703125 Penalty: 3897.502441
	Iteration 31Q: 3 clusters Score -227567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227575.281250 Penalty: 3897.502441
	Iteration 32Q: 3 clusters Score -227575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -227585.125000 Penalty: 3897.502441
	Iteration 33Q: 3 clusters Score -227585.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -227595.812500 Penalty: 3897.502441
	Iteration 34Q: 3 clusters Score -227595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -227605.296875 Penalty: 3897.502441
	Iteration 35Q: 3 clusters Score -227605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227615.531250 Penalty: 3897.502441
	Iteration 36Q: 3 clusters Score -227615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227632.781250 Penalty: 3897.502441
	Iteration 37Q: 3 clusters Score -227632.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -227653.453125 Penalty: 3897.502441
	Iteration 38Q: 3 clusters Score -227653.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -227679.796875 Penalty: 3897.502441
	Iteration 39Q: 3 clusters Score -227679.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227731.140625 Penalty: 3897.502441
	Iteration 40F: 3 clusters Score -227731.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -227823.234375 Penalty: 3897.502441
	Iteration 41Q: 3 clusters Score -227823.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -227931.484375 Penalty: 3897.502441
	Iteration 42Q: 3 clusters Score -227931.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -228074.593750 Penalty: 3897.502441
	Iteration 43Q: 3 clusters Score -228074.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -228200.843750 Penalty: 3897.502441
	Iteration 44Q: 3 clusters Score -228200.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -228311.968750 Penalty: 3897.502441
	Iteration 45Q: 3 clusters Score -228312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -228373.234375 Penalty: 3897.502441
	Iteration 46Q: 3 clusters Score -228373.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -228418.109375 Penalty: 3897.502441
	Iteration 47Q: 3 clusters Score -228418.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -228458.343750 Penalty: 3897.502441
	Iteration 48Q: 3 clusters Score -228458.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -228485.171875 Penalty: 3897.502441
	Iteration 49Q: 3 clusters Score -228485.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -228502.031250 Penalty: 3897.502441
	Iteration 50Q: 3 clusters Score -228502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -228511.515625 Penalty: 3897.502441
	Iteration 51Q: 3 clusters Score -228511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -228515.484375 Penalty: 3897.502441
	Iteration 52Q: 3 clusters Score -228515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -228519.843750 Penalty: 3897.502441
	Iteration 53Q: 3 clusters Score -228519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -228525.671875 Penalty: 3897.502441
	Iteration 54Q: 3 clusters Score -228525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228527.078125 Penalty: 3897.502441
	Iteration 55Q: 3 clusters Score -228527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -228527.937500 Penalty: 3897.502441
	Iteration 56Q: 3 clusters Score -228527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228528.781250 Penalty: 3897.502441
	Iteration 57Q: 3 clusters Score -228528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -228529.250000 Penalty: 3897.502441
	Iteration 58Q: 3 clusters Score -228529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228529.390625 Penalty: 3897.502441
	Iteration 59Q: 3 clusters Score -228529.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228533.609375 Penalty: 3897.502441
	Iteration 60F: 3 clusters Score -228533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -228535.343750 Penalty: 3897.502441
	Iteration 61Q: 3 clusters Score -228535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -228536.187500 Penalty: 3897.502441
	Iteration 62Q: 3 clusters Score -228536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228536.687500 Penalty: 3897.502441
	Iteration 63Q: 3 clusters Score -228536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228537.187500 Penalty: 3897.502441
	Iteration 64Q: 3 clusters Score -228537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228537.187500 Penalty: 3897.502441
	Iteration 65F: 3 clusters Score -228537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -606365.437500 Penalty: 2212.455078
	Iteration 0F: 2 clusters Score -606365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -600245.812500 Penalty: 4424.910156
	Iteration 0F: 3 clusters Score -600245.8 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -601893.562500 Penalty: 4424.910156
	Iteration 1F: 3 clusters Score -601893.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -602161.937500 Penalty: 4424.910156
	Iteration 2F: 3 clusters Score -602161.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -602351.500000 Penalty: 4424.910156
	Iteration 3F: 3 clusters Score -602351.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -602504.437500 Penalty: 4424.910156
	Iteration 4Q: 3 clusters Score -602504.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -602678.062500 Penalty: 4424.910156
	Iteration 5Q: 3 clusters Score -602678.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -602873.375000 Penalty: 4424.910156
	Iteration 6Q: 3 clusters Score -602873.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -603094.000000 Penalty: 4424.910156
	Iteration 7Q: 3 clusters Score -603094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -603404.500000 Penalty: 4424.910156
	Iteration 8Q: 3 clusters Score -603404.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -603737.687500 Penalty: 4424.910156
	Iteration 9F: 3 clusters Score -603737.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -604040.500000 Penalty: 4424.910156
	Iteration 10Q: 3 clusters Score -604040.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -604279.687500 Penalty: 4424.910156
	Iteration 11Q: 3 clusters Score -604279.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -604403.062500 Penalty: 4424.910156
	Iteration 12Q: 3 clusters Score -604403.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -604477.937500 Penalty: 4424.910156
	Iteration 13Q: 3 clusters Score -604477.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -604524.937500 Penalty: 4424.910156
	Iteration 14Q: 3 clusters Score -604524.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -604544.687500 Penalty: 4424.910156
	Iteration 15Q: 3 clusters Score -604544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -604557.625000 Penalty: 4424.910156
	Iteration 16Q: 3 clusters Score -604557.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -604573.062500 Penalty: 4424.910156
	Iteration 17Q: 3 clusters Score -604573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -604584.562500 Penalty: 4424.910156
	Iteration 18Q: 3 clusters Score -604584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -604589.187500 Penalty: 4424.910156
	Iteration 19Q: 3 clusters Score -604589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -604596.062500 Penalty: 4424.910156
	Iteration 20F: 3 clusters Score -604596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -604598.812500 Penalty: 4424.910156
	Iteration 21Q: 3 clusters Score -604598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -604605.062500 Penalty: 4424.910156
	Iteration 22Q: 3 clusters Score -604605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -604606.875000 Penalty: 4424.910156
	Iteration 23Q: 3 clusters Score -604606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -604607.687500 Penalty: 4424.910156
	Iteration 24Q: 3 clusters Score -604607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -604610.875000 Penalty: 4424.910156
	Iteration 25Q: 3 clusters Score -604610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -604614.250000 Penalty: 4424.910156
	Iteration 26Q: 3 clusters Score -604614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -604614.562500 Penalty: 4424.910156
	Iteration 27Q: 3 clusters Score -604614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -604614.125000 Penalty: 4424.910156
	Iteration 28Q: 3 clusters Score -604614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -604614.125000 Penalty: 4424.910156
	Iteration 29F: 3 clusters Score -604614.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -211591.656250 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -211591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -208498.609375 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -208498.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -209092.546875 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -209092.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -209240.531250 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -209240.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -209327.187500 Penalty: 3924.743408
	Iteration 3Q: 3 clusters Score -209327.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -209376.703125 Penalty: 3924.743408
	Iteration 4Q: 3 clusters Score -209376.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -209430.375000 Penalty: 3924.743408
	Iteration 5Q: 3 clusters Score -209430.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -209470.765625 Penalty: 3924.743408
	Iteration 6Q: 3 clusters Score -209470.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -209506.140625 Penalty: 3924.743408
	Iteration 7Q: 3 clusters Score -209506.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -209541.625000 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -209541.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -209571.250000 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -209571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -209592.171875 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -209592.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -209606.265625 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -209606.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -209621.546875 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -209621.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -209634.421875 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -209634.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -209641.578125 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -209641.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209648.453125 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -209648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -209654.312500 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -209654.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -209661.359375 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -209661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -209669.250000 Penalty: 3924.743408
	Iteration 18Q: 3 clusters Score -209669.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -209675.562500 Penalty: 3924.743408
	Iteration 19Q: 3 clusters Score -209675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -209680.312500 Penalty: 3924.743408
	Iteration 20F: 3 clusters Score -209680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -209684.859375 Penalty: 3924.743408
	Iteration 21Q: 3 clusters Score -209684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -209686.828125 Penalty: 3924.743408
	Iteration 22Q: 3 clusters Score -209686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -209688.968750 Penalty: 3924.743408
	Iteration 23Q: 3 clusters Score -209689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -209690.250000 Penalty: 3924.743408
	Iteration 24Q: 3 clusters Score -209690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -209690.781250 Penalty: 3924.743408
	Iteration 25Q: 3 clusters Score -209690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -209691.875000 Penalty: 3924.743408
	Iteration 26Q: 3 clusters Score -209691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -209692.140625 Penalty: 3924.743408
	Iteration 27Q: 3 clusters Score -209692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -209693.156250 Penalty: 3924.743408
	Iteration 28Q: 3 clusters Score -209693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -209693.156250 Penalty: 3924.743408
	Iteration 29F: 3 clusters Score -209693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -207176.390625 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -207176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -204045.312500 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -204045.3 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -204709.406250 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -204709.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -204880.515625 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -204880.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -204987.125000 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -204987.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -205058.984375 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -205059 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205121.187500 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -205121.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -205182.515625 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -205182.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -205225.000000 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -205225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -205257.500000 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -205257.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -205288.234375 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -205288.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -205310.187500 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -205310.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -205336.906250 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -205336.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -205360.250000 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -205360.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -205385.812500 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -205385.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -205418.531250 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -205418.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -205455.890625 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -205455.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -205491.609375 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -205491.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -205519.265625 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -205519.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -205551.296875 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -205551.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -205586.250000 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -205586.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -205629.250000 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -205629.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -205673.843750 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -205673.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -205728.859375 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -205728.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -205786.625000 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -205786.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -205845.968750 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -205846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -205895.421875 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -205895.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -205926.031250 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -205926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -205956.343750 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -205956.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -205979.968750 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -205980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205997.140625 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -205997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -206007.453125 Penalty: 3942.924316
	Iteration 30Q: 3 clusters Score -206007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -206020.171875 Penalty: 3942.924316
	Iteration 31Q: 3 clusters Score -206020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206027.000000 Penalty: 3942.924316
	Iteration 32Q: 3 clusters Score -206027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -206031.875000 Penalty: 3942.924316
	Iteration 33Q: 3 clusters Score -206031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -206037.421875 Penalty: 3942.924316
	Iteration 34Q: 3 clusters Score -206037.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206049.062500 Penalty: 3942.924316
	Iteration 35Q: 3 clusters Score -206049.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -206060.640625 Penalty: 3942.924316
	Iteration 36Q: 3 clusters Score -206060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -206074.875000 Penalty: 3942.924316
	Iteration 37Q: 3 clusters Score -206074.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206089.421875 Penalty: 3942.924316
	Iteration 38Q: 3 clusters Score -206089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -206100.328125 Penalty: 3942.924316
	Iteration 39Q: 3 clusters Score -206100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -206106.984375 Penalty: 3942.924316
	Iteration 40F: 3 clusters Score -206107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -206115.656250 Penalty: 3942.924316
	Iteration 41Q: 3 clusters Score -206115.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -206120.859375 Penalty: 3942.924316
	Iteration 42Q: 3 clusters Score -206120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -206125.640625 Penalty: 3942.924316
	Iteration 43Q: 3 clusters Score -206125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -206129.484375 Penalty: 3942.924316
	Iteration 44Q: 3 clusters Score -206129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -206131.546875 Penalty: 3942.924316
	Iteration 45Q: 3 clusters Score -206131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -206131.906250 Penalty: 3942.924316
	Iteration 46Q: 3 clusters Score -206131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -206132.125000 Penalty: 3942.924316
	Iteration 47Q: 3 clusters Score -206132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -206132.734375 Penalty: 3942.924316
	Iteration 48Q: 3 clusters Score -206132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -206132.734375 Penalty: 3942.924316
	Iteration 49F: 3 clusters Score -206132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -45862.476562 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -45862.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44338.554688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -44338.55 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44713.773438 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -44713.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44913.160156 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -44913.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -45035.285156 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -45035.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -45155.355469 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -45155.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45240.285156 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -45240.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45280.695312 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -45280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45305.035156 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -45305.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45333.523438 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -45333.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45338.664062 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -45338.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45340.191406 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -45340.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45340.191406 Penalty: 3219.398926
	Iteration 11F: 3 clusters Score -45340.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -520935.812500 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -520935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -516127.750000 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -516127.8 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -517312.812500 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -517312.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -517568.781250 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -517568.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -517732.250000 Penalty: 4268.090332
	Iteration 3F: 3 clusters Score -517732.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -517827.437500 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -517827.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -517891.750000 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -517891.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -517949.875000 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -517949.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -518000.375000 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -518000.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -518036.625000 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -518036.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -518076.593750 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -518076.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -518109.000000 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -518109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -518146.156250 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -518146.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -518180.125000 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -518180.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -518206.281250 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -518206.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -518236.781250 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -518236.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -518278.875000 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -518278.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -518319.593750 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -518319.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -518361.937500 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -518361.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -518403.531250 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -518403.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -518439.875000 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -518439.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -518479.250000 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -518479.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -518517.156250 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -518517.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -518560.437500 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -518560.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -518619.187500 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -518619.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -518683.937500 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -518683.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -518743.750000 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -518743.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -518796.156250 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -518796.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -518842.437500 Penalty: 4268.090332
	Iteration 27Q: 3 clusters Score -518842.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -518878.312500 Penalty: 4268.090332
	Iteration 28Q: 3 clusters Score -518878.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -518909.656250 Penalty: 4268.090332
	Iteration 29Q: 3 clusters Score -518909.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -518930.437500 Penalty: 4268.090332
	Iteration 30Q: 3 clusters Score -518930.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -518953.062500 Penalty: 4268.090332
	Iteration 31Q: 3 clusters Score -518953.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -518969.281250 Penalty: 4268.090332
	Iteration 32Q: 3 clusters Score -518969.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -518980.937500 Penalty: 4268.090332
	Iteration 33Q: 3 clusters Score -518980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -518991.875000 Penalty: 4268.090332
	Iteration 34Q: 3 clusters Score -518991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -518998.500000 Penalty: 4268.090332
	Iteration 35Q: 3 clusters Score -518998.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -519006.625000 Penalty: 4268.090332
	Iteration 36Q: 3 clusters Score -519006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -519017.187500 Penalty: 4268.090332
	Iteration 37Q: 3 clusters Score -519017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -519019.750000 Penalty: 4268.090332
	Iteration 38Q: 3 clusters Score -519019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -519023.531250 Penalty: 4268.090332
	Iteration 39Q: 3 clusters Score -519023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -519029.031250 Penalty: 4268.090332
	Iteration 40F: 3 clusters Score -519029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -519032.187500 Penalty: 4268.090332
	Iteration 41Q: 3 clusters Score -519032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -519036.500000 Penalty: 4268.090332
	Iteration 42Q: 3 clusters Score -519036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -519042.593750 Penalty: 4268.090332
	Iteration 43Q: 3 clusters Score -519042.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -519045.500000 Penalty: 4268.090332
	Iteration 44Q: 3 clusters Score -519045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -519047.718750 Penalty: 4268.090332
	Iteration 45Q: 3 clusters Score -519047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -519047.750000 Penalty: 4268.090332
	Iteration 46Q: 3 clusters Score -519047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -519050.281250 Penalty: 4268.090332
	Iteration 47Q: 3 clusters Score -519050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -519051.343750 Penalty: 4268.090332
	Iteration 48Q: 3 clusters Score -519051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -519051.500000 Penalty: 4268.090332
	Iteration 49Q: 3 clusters Score -519051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -519051.843750 Penalty: 4268.090332
	Iteration 50Q: 3 clusters Score -519051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -519052.812500 Penalty: 4268.090332
	Iteration 51Q: 3 clusters Score -519052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -519055.218750 Penalty: 4268.090332
	Iteration 52Q: 3 clusters Score -519055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -519055.281250 Penalty: 4268.090332
	Iteration 53Q: 3 clusters Score -519055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -519055.281250 Penalty: 4268.090332
	Iteration 54F: 3 clusters Score -519055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -142672.562500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -142672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -140183.359375 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -140183.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -140644.875000 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -140644.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -140724.703125 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -140724.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -140763.500000 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -140763.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -140788.390625 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -140788.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -140804.453125 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -140804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140813.937500 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -140813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140818.750000 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -140818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -140821.359375 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -140821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -140822.953125 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -140823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140824.328125 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -140824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -140826.468750 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -140826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140830.203125 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -140830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -140831.609375 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -140831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140834.250000 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -140834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -140837.546875 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -140837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -140840.609375 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -140840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140841.296875 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -140841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140842.718750 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -140842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140843.421875 Penalty: 3734.052490
	Iteration 19Q: 3 clusters Score -140843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -140843.421875 Penalty: 3734.052490
	Iteration 20F: 3 clusters Score -140843.4 nChanged 0
20->73 Clusters: Score -150812080.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1779319 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 89282 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 88980 members 
Mstep: Class 5 contains 88490 members 
Mstep: Class 6 contains 88519 members 
Mstep: Class 7 contains 89452 members 
Mstep: Class 8 contains 89304 members 
Mstep: Class 9 contains 88950 members 
Mstep: Class 10 contains 89313 members 
Mstep: Class 11 contains 88960 members 
Mstep: Class 12 contains 89256 members 
Mstep: Class 13 contains 89280 members 
Mstep: Class 14 contains 89475 members 
Mstep: Class 15 contains 88868 members 
Mstep: Class 16 contains 88724 members 
Mstep: Class 17 contains 89105 members 
Mstep: Class 18 contains 88883 members 
Mstep: Class 19 contains 88742 members 
Mstep: Class 20 contains 89135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1323.315552 but Gain 3569.148438
Score: -126125896.000000 Penalty: 67813.882812
Iteration 0F: 20 clusters Score -1.261259e+08 nChanged 1682617
Entering Unmasked Mstep 
Mstep: Class 0 contains 2191 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 62587 members 
Mstep: Class 3 contains 47969 members 
Mstep: Class 4 contains 167180 members 
Mstep: Class 6 contains 101854 members 
Mstep: Class 7 contains 84525 members 
Mstep: Class 8 contains 61018 members 
Mstep: Class 9 contains 58038 members 
Mstep: Class 10 contains 43635 members 
Mstep: Class 11 contains 55559 members 
Mstep: Class 12 contains 182450 members 
Mstep: Class 13 contains 195890 members 
Mstep: Class 14 contains 291360 members 
Mstep: Class 15 contains 61108 members 
Mstep: Class 16 contains 56651 members 
Mstep: Class 17 contains 44606 members 
Mstep: Class 18 contains 91093 members 
Mstep: Class 19 contains 43283 members 
Mstep: Class 20 contains 62752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136851600.000000 Penalty: 67813.882812
Iteration 1F: 20 clusters Score -1.368516e+08 nChanged 862251
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 46088 members 
Mstep: Class 3 contains 57640 members 
Mstep: Class 4 contains 113756 members 
Mstep: Class 6 contains 102309 members 
Mstep: Class 7 contains 62769 members 
Mstep: Class 8 contains 53398 members 
Mstep: Class 9 contains 26183 members 
Mstep: Class 10 contains 24954 members 
Mstep: Class 11 contains 52023 members 
Mstep: Class 12 contains 185112 members 
Mstep: Class 13 contains 396093 members 
Mstep: Class 14 contains 301971 members 
Mstep: Class 15 contains 46797 members 
Mstep: Class 16 contains 68752 members 
Mstep: Class 17 contains 46195 members 
Mstep: Class 18 contains 74170 members 
Mstep: Class 19 contains 20477 members 
Mstep: Class 20 contains 44282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144087488.000000 Penalty: 67813.882812
Iteration 2F: 20 clusters Score -1.440875e+08 nChanged 641902
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 42382 members 
Mstep: Class 3 contains 63074 members 
Mstep: Class 4 contains 63754 members 
Mstep: Class 6 contains 171719 members 
Mstep: Class 7 contains 39607 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 16945 members 
Mstep: Class 10 contains 20878 members 
Mstep: Class 11 contains 62075 members 
Mstep: Class 12 contains 179940 members 
Mstep: Class 13 contains 623795 members 
Mstep: Class 14 contains 49973 members 
Mstep: Class 15 contains 57309 members 
Mstep: Class 16 contains 80977 members 
Mstep: Class 17 contains 77790 members 
Mstep: Class 18 contains 60138 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 63079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147169536.000000 Penalty: 67813.882812
Iteration 3F: 20 clusters Score -1.471695e+08 nChanged 276202
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 29601 members 
Mstep: Class 3 contains 73936 members 
Mstep: Class 4 contains 78876 members 
Mstep: Class 6 contains 218290 members 
Mstep: Class 7 contains 30825 members 
Mstep: Class 8 contains 27903 members 
Mstep: Class 9 contains 11783 members 
Mstep: Class 10 contains 20546 members 
Mstep: Class 11 contains 57094 members 
Mstep: Class 12 contains 147585 members 
Mstep: Class 13 contains 626238 members 
Mstep: Class 14 contains 57443 members 
Mstep: Class 15 contains 55331 members 
Mstep: Class 16 contains 78223 members 
Mstep: Class 17 contains 87317 members 
Mstep: Class 18 contains 47641 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 89716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2947.382324 but Gain 3569.152344
Score: -147639008.000000 Penalty: 64244.730469
Iteration 4F: 19 clusters Score -1.47639e+08 nChanged 199471
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 20013 members 
Mstep: Class 3 contains 87518 members 
Mstep: Class 4 contains 94758 members 
Mstep: Class 6 contains 249403 members 
Mstep: Class 7 contains 29370 members 
Mstep: Class 8 contains 19208 members 
Mstep: Class 9 contains 8772 members 
Mstep: Class 10 contains 19530 members 
Mstep: Class 11 contains 60302 members 
Mstep: Class 12 contains 112005 members 
Mstep: Class 13 contains 629546 members 
Mstep: Class 14 contains 57220 members 
Mstep: Class 15 contains 51746 members 
Mstep: Class 16 contains 68946 members 
Mstep: Class 17 contains 101747 members 
Mstep: Class 18 contains 36372 members 
Mstep: Class 20 contains 106022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147998528.000000 Penalty: 64244.730469
Iteration 5F: 19 clusters Score -1.479985e+08 nChanged 146616
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 16962 members 
Mstep: Class 3 contains 102448 members 
Mstep: Class 4 contains 106884 members 
Mstep: Class 6 contains 267639 members 
Mstep: Class 7 contains 28109 members 
Mstep: Class 8 contains 15175 members 
Mstep: Class 9 contains 7627 members 
Mstep: Class 10 contains 16989 members 
Mstep: Class 11 contains 66944 members 
Mstep: Class 12 contains 82945 members 
Mstep: Class 13 contains 634408 members 
Mstep: Class 14 contains 47935 members 
Mstep: Class 15 contains 47060 members 
Mstep: Class 16 contains 59253 members 
Mstep: Class 17 contains 123493 members 
Mstep: Class 18 contains 26104 members 
Mstep: Class 20 contains 108686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148197024.000000 Penalty: 64244.730469
Iteration 6F: 19 clusters Score -1.48197e+08 nChanged 101408
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 17090 members 
Mstep: Class 3 contains 115316 members 
Mstep: Class 4 contains 112858 members 
Mstep: Class 6 contains 281562 members 
Mstep: Class 7 contains 26460 members 
Mstep: Class 8 contains 14092 members 
Mstep: Class 9 contains 7667 members 
Mstep: Class 10 contains 14012 members 
Mstep: Class 11 contains 69530 members 
Mstep: Class 12 contains 64830 members 
Mstep: Class 13 contains 637175 members 
Mstep: Class 14 contains 37023 members 
Mstep: Class 15 contains 43747 members 
Mstep: Class 16 contains 53103 members 
Mstep: Class 17 contains 142868 members 
Mstep: Class 18 contains 19612 members 
Mstep: Class 20 contains 105471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148302784.000000 Penalty: 64244.730469
Iteration 7F: 19 clusters Score -1.483028e+08 nChanged 71180
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 16969 members 
Mstep: Class 3 contains 124719 members 
Mstep: Class 4 contains 116869 members 
Mstep: Class 6 contains 293139 members 
Mstep: Class 7 contains 25270 members 
Mstep: Class 8 contains 13701 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 70516 members 
Mstep: Class 12 contains 53426 members 
Mstep: Class 13 contains 637187 members 
Mstep: Class 14 contains 27438 members 
Mstep: Class 15 contains 41689 members 
Mstep: Class 16 contains 48042 members 
Mstep: Class 17 contains 157780 members 
Mstep: Class 18 contains 16845 members 
Mstep: Class 20 contains 100382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148375296.000000 Penalty: 64244.730469
Iteration 8Q: 19 clusters Score -1.483753e+08 nChanged 52463
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 16509 members 
Mstep: Class 3 contains 131784 members 
Mstep: Class 4 contains 119722 members 
Mstep: Class 6 contains 302497 members 
Mstep: Class 7 contains 24487 members 
Mstep: Class 8 contains 13643 members 
Mstep: Class 9 contains 9618 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 71082 members 
Mstep: Class 12 contains 45830 members 
Mstep: Class 13 contains 636246 members 
Mstep: Class 14 contains 19899 members 
Mstep: Class 15 contains 40522 members 
Mstep: Class 16 contains 43967 members 
Mstep: Class 17 contains 168013 members 
Mstep: Class 18 contains 14732 members 
Mstep: Class 20 contains 95233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148435712.000000 Penalty: 64244.730469
Iteration 9Q: 19 clusters Score -1.484357e+08 nChanged 42418
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 16108 members 
Mstep: Class 3 contains 137251 members 
Mstep: Class 4 contains 121715 members 
Mstep: Class 6 contains 310124 members 
Mstep: Class 7 contains 24143 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 13812 members 
Mstep: Class 10 contains 11568 members 
Mstep: Class 11 contains 71296 members 
Mstep: Class 12 contains 40689 members 
Mstep: Class 13 contains 633659 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 15 contains 40173 members 
Mstep: Class 16 contains 40654 members 
Mstep: Class 17 contains 174405 members 
Mstep: Class 18 contains 12808 members 
Mstep: Class 20 contains 90455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148502320.000000 Penalty: 64244.730469
Iteration 10Q: 19 clusters Score -1.485023e+08 nChanged 33471
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 141552 members 
Mstep: Class 4 contains 123195 members 
Mstep: Class 6 contains 316466 members 
Mstep: Class 7 contains 24189 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 18292 members 
Mstep: Class 10 contains 11144 members 
Mstep: Class 11 contains 71338 members 
Mstep: Class 12 contains 36875 members 
Mstep: Class 13 contains 630701 members 
Mstep: Class 14 contains 9724 members 
Mstep: Class 15 contains 40342 members 
Mstep: Class 16 contains 37779 members 
Mstep: Class 17 contains 177819 members 
Mstep: Class 18 contains 11675 members 
Mstep: Class 20 contains 85966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148550752.000000 Penalty: 64244.730469
Iteration 11Q: 19 clusters Score -1.485508e+08 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 144691 members 
Mstep: Class 4 contains 124152 members 
Mstep: Class 6 contains 321843 members 
Mstep: Class 7 contains 24472 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 18769 members 
Mstep: Class 10 contains 10824 members 
Mstep: Class 11 contains 71179 members 
Mstep: Class 12 contains 33792 members 
Mstep: Class 13 contains 630225 members 
Mstep: Class 14 contains 9004 members 
Mstep: Class 15 contains 40779 members 
Mstep: Class 16 contains 35441 members 
Mstep: Class 17 contains 179688 members 
Mstep: Class 18 contains 11161 members 
Mstep: Class 20 contains 81843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148574480.000000 Penalty: 64244.730469
Iteration 12Q: 19 clusters Score -1.485745e+08 nChanged 17642
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 3 contains 147000 members 
Mstep: Class 4 contains 124814 members 
Mstep: Class 6 contains 326205 members 
Mstep: Class 7 contains 24913 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 9 contains 18961 members 
Mstep: Class 10 contains 10615 members 
Mstep: Class 11 contains 70924 members 
Mstep: Class 12 contains 31440 members 
Mstep: Class 13 contains 629933 members 
Mstep: Class 14 contains 8934 members 
Mstep: Class 15 contains 41528 members 
Mstep: Class 16 contains 33457 members 
Mstep: Class 17 contains 180824 members 
Mstep: Class 18 contains 10782 members 
Mstep: Class 20 contains 78169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148587920.000000 Penalty: 64244.730469
Iteration 13Q: 19 clusters Score -1.485879e+08 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 148669 members 
Mstep: Class 4 contains 125200 members 
Mstep: Class 6 contains 329656 members 
Mstep: Class 7 contains 25365 members 
Mstep: Class 8 contains 13345 members 
Mstep: Class 9 contains 18957 members 
Mstep: Class 10 contains 10476 members 
Mstep: Class 11 contains 70623 members 
Mstep: Class 12 contains 29670 members 
Mstep: Class 13 contains 629871 members 
Mstep: Class 14 contains 8875 members 
Mstep: Class 15 contains 42423 members 
Mstep: Class 16 contains 31895 members 
Mstep: Class 17 contains 181716 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 20 contains 75164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148596848.000000 Penalty: 64244.730469
Iteration 14Q: 19 clusters Score -1.485968e+08 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 149869 members 
Mstep: Class 4 contains 125419 members 
Mstep: Class 6 contains 332336 members 
Mstep: Class 7 contains 25816 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 18977 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 70284 members 
Mstep: Class 12 contains 28430 members 
Mstep: Class 13 contains 629839 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 15 contains 43349 members 
Mstep: Class 16 contains 30730 members 
Mstep: Class 17 contains 182469 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 20 contains 72725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148602896.000000 Penalty: 64244.730469
Iteration 15Q: 19 clusters Score -1.486029e+08 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 15397 members 
Mstep: Class 3 contains 150784 members 
Mstep: Class 4 contains 125533 members 
Mstep: Class 6 contains 334514 members 
Mstep: Class 7 contains 26199 members 
Mstep: Class 8 contains 13002 members 
Mstep: Class 9 contains 18984 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 69944 members 
Mstep: Class 12 contains 27527 members 
Mstep: Class 13 contains 629826 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 44153 members 
Mstep: Class 16 contains 29896 members 
Mstep: Class 17 contains 183088 members 
Mstep: Class 18 contains 10071 members 
Mstep: Class 20 contains 70706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148608912.000000 Penalty: 64244.730469
Iteration 16Q: 19 clusters Score -1.486089e+08 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 15416 members 
Mstep: Class 3 contains 151484 members 
Mstep: Class 4 contains 125591 members 
Mstep: Class 6 contains 336220 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 12900 members 
Mstep: Class 9 contains 18989 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 69579 members 
Mstep: Class 12 contains 26913 members 
Mstep: Class 13 contains 629820 members 
Mstep: Class 14 contains 8134 members 
Mstep: Class 15 contains 44828 members 
Mstep: Class 16 contains 29317 members 
Mstep: Class 17 contains 183601 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 20 contains 69074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148612016.000000 Penalty: 64244.730469
Iteration 17Q: 19 clusters Score -1.48612e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 152023 members 
Mstep: Class 4 contains 125623 members 
Mstep: Class 6 contains 337526 members 
Mstep: Class 7 contains 26697 members 
Mstep: Class 8 contains 12836 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 69274 members 
Mstep: Class 12 contains 26448 members 
Mstep: Class 13 contains 629823 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 15 contains 45387 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 184004 members 
Mstep: Class 18 contains 9793 members 
Mstep: Class 20 contains 67756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148614032.000000 Penalty: 64244.730469
Iteration 18Q: 19 clusters Score -1.48614e+08 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 152445 members 
Mstep: Class 4 contains 125628 members 
Mstep: Class 6 contains 338539 members 
Mstep: Class 7 contains 26786 members 
Mstep: Class 8 contains 12791 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 10495 members 
Mstep: Class 11 contains 69009 members 
Mstep: Class 12 contains 26153 members 
Mstep: Class 13 contains 629818 members 
Mstep: Class 14 contains 7644 members 
Mstep: Class 15 contains 45804 members 
Mstep: Class 16 contains 28722 members 
Mstep: Class 17 contains 184315 members 
Mstep: Class 18 contains 9731 members 
Mstep: Class 20 contains 66747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148615952.000000 Penalty: 64244.730469
Iteration 19Q: 19 clusters Score -1.48616e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15449 members 
Mstep: Class 3 contains 152833 members 
Mstep: Class 4 contains 125633 members 
Mstep: Class 6 contains 339315 members 
Mstep: Class 7 contains 26847 members 
Mstep: Class 8 contains 12755 members 
Mstep: Class 9 contains 18951 members 
Mstep: Class 10 contains 10516 members 
Mstep: Class 11 contains 68773 members 
Mstep: Class 12 contains 25902 members 
Mstep: Class 13 contains 629819 members 
Mstep: Class 14 contains 7413 members 
Mstep: Class 15 contains 46091 members 
Mstep: Class 16 contains 28579 members 
Mstep: Class 17 contains 184581 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 20 contains 65972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148669664.000000 Penalty: 64244.730469
Iteration 20F: 19 clusters Score -1.486697e+08 nChanged 24501
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 153039 members 
Mstep: Class 4 contains 125631 members 
Mstep: Class 6 contains 339928 members 
Mstep: Class 7 contains 26540 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 39081 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 11 contains 68580 members 
Mstep: Class 12 contains 25765 members 
Mstep: Class 13 contains 610845 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 46489 members 
Mstep: Class 16 contains 28351 members 
Mstep: Class 17 contains 184821 members 
Mstep: Class 18 contains 9372 members 
Mstep: Class 20 contains 65463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148829328.000000 Penalty: 64244.730469
Iteration 21Q: 19 clusters Score -1.488293e+08 nChanged 36180
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 15378 members 
Mstep: Class 3 contains 153300 members 
Mstep: Class 4 contains 125668 members 
Mstep: Class 6 contains 340551 members 
Mstep: Class 7 contains 26300 members 
Mstep: Class 8 contains 12717 members 
Mstep: Class 9 contains 68645 members 
Mstep: Class 10 contains 9151 members 
Mstep: Class 11 contains 68402 members 
Mstep: Class 12 contains 25642 members 
Mstep: Class 13 contains 580807 members 
Mstep: Class 14 contains 8219 members 
Mstep: Class 15 contains 46812 members 
Mstep: Class 16 contains 28190 members 
Mstep: Class 17 contains 185030 members 
Mstep: Class 18 contains 9135 members 
Mstep: Class 20 contains 64947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149039200.000000 Penalty: 64244.730469
Iteration 22Q: 19 clusters Score -1.490392e+08 nChanged 31209
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 153574 members 
Mstep: Class 4 contains 125749 members 
Mstep: Class 6 contains 341073 members 
Mstep: Class 7 contains 26225 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 92997 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 68244 members 
Mstep: Class 12 contains 25608 members 
Mstep: Class 13 contains 555149 members 
Mstep: Class 14 contains 9114 members 
Mstep: Class 15 contains 47004 members 
Mstep: Class 16 contains 28087 members 
Mstep: Class 17 contains 185202 members 
Mstep: Class 18 contains 9107 members 
Mstep: Class 20 contains 64503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149124944.000000 Penalty: 64244.730469
Iteration 23Q: 19 clusters Score -1.491249e+08 nChanged 33575
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 153786 members 
Mstep: Class 4 contains 125805 members 
Mstep: Class 6 contains 341447 members 
Mstep: Class 7 contains 26145 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 121072 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 11 contains 68133 members 
Mstep: Class 12 contains 25697 members 
Mstep: Class 13 contains 526029 members 
Mstep: Class 14 contains 9721 members 
Mstep: Class 15 contains 47097 members 
Mstep: Class 16 contains 28006 members 
Mstep: Class 17 contains 185345 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 20 contains 64130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149214176.000000 Penalty: 64244.730469
Iteration 24Q: 19 clusters Score -1.492142e+08 nChanged 33455
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 154008 members 
Mstep: Class 4 contains 125836 members 
Mstep: Class 6 contains 341737 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 12742 members 
Mstep: Class 9 contains 149788 members 
Mstep: Class 10 contains 9189 members 
Mstep: Class 11 contains 68039 members 
Mstep: Class 12 contains 25799 members 
Mstep: Class 13 contains 496403 members 
Mstep: Class 14 contains 10311 members 
Mstep: Class 15 contains 47137 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 185317 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 20 contains 63791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149292432.000000 Penalty: 64244.730469
Iteration 25Q: 19 clusters Score -1.492924e+08 nChanged 27280
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 15656 members 
Mstep: Class 3 contains 154267 members 
Mstep: Class 4 contains 125858 members 
Mstep: Class 6 contains 342016 members 
Mstep: Class 7 contains 26124 members 
Mstep: Class 8 contains 12771 members 
Mstep: Class 9 contains 172727 members 
Mstep: Class 10 contains 9170 members 
Mstep: Class 11 contains 67966 members 
Mstep: Class 12 contains 25845 members 
Mstep: Class 13 contains 472676 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 47115 members 
Mstep: Class 16 contains 27901 members 
Mstep: Class 17 contains 185158 members 
Mstep: Class 18 contains 9143 members 
Mstep: Class 20 contains 63528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149340736.000000 Penalty: 64244.730469
Iteration 26Q: 19 clusters Score -1.493407e+08 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 154490 members 
Mstep: Class 4 contains 125877 members 
Mstep: Class 6 contains 342269 members 
Mstep: Class 7 contains 26136 members 
Mstep: Class 8 contains 12810 members 
Mstep: Class 9 contains 186936 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 67930 members 
Mstep: Class 12 contains 25928 members 
Mstep: Class 13 contains 457878 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 47061 members 
Mstep: Class 16 contains 27868 members 
Mstep: Class 17 contains 185006 members 
Mstep: Class 18 contains 9255 members 
Mstep: Class 20 contains 63356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149378896.000000 Penalty: 64244.730469
Iteration 27Q: 19 clusters Score -1.493789e+08 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 15910 members 
Mstep: Class 3 contains 154709 members 
Mstep: Class 4 contains 125893 members 
Mstep: Class 6 contains 342471 members 
Mstep: Class 7 contains 26142 members 
Mstep: Class 8 contains 12861 members 
Mstep: Class 9 contains 196421 members 
Mstep: Class 10 contains 8978 members 
Mstep: Class 11 contains 67879 members 
Mstep: Class 12 contains 26005 members 
Mstep: Class 13 contains 447814 members 
Mstep: Class 14 contains 11280 members 
Mstep: Class 15 contains 46991 members 
Mstep: Class 16 contains 27849 members 
Mstep: Class 17 contains 184913 members 
Mstep: Class 18 contains 9400 members 
Mstep: Class 20 contains 63245 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.494074e+08 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 15965 members 
Mstep: Class 3 contains 154903 members 
Mstep: Class 4 contains 125903 members 
Mstep: Class 6 contains 342660 members 
Mstep: Class 7 contains 26174 members 
Mstep: Class 8 contains 12930 members 
Mstep: Class 9 contains 202632 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 67812 members 
Mstep: Class 12 contains 26070 members 
Mstep: Class 13 contains 441048 members 
Mstep: Class 14 contains 11396 members 
Mstep: Class 15 contains 46940 members 
Mstep: Class 16 contains 27840 members 
Mstep: Class 17 contains 184863 members 
Mstep: Class 18 contains 9541 members 
Mstep: Class 20 contains 63171 members 
Entering Unmasked Estep 
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Score: -149427920.000000 Penalty: 64244.730469
Iteration 29Q: 19 clusters Score -1.494279e+08 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 15962 members 
Mstep: Class 3 contains 155088 members 
Mstep: Class 4 contains 125911 members 
Mstep: Class 6 contains 342835 members 
Mstep: Class 7 contains 26217 members 
Mstep: Class 8 contains 13036 members 
Mstep: Class 9 contains 206752 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 11 contains 67738 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 436449 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 46876 members 
Mstep: Class 16 contains 27837 members 
Mstep: Class 17 contains 184867 members 
Mstep: Class 18 contains 9701 members 
Mstep: Class 20 contains 63108 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.494433e+08 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 15916 members 
Mstep: Class 3 contains 155260 members 
Mstep: Class 4 contains 125928 members 
Mstep: Class 6 contains 343018 members 
Mstep: Class 7 contains 26252 members 
Mstep: Class 8 contains 13147 members 
Mstep: Class 9 contains 209590 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 67648 members 
Mstep: Class 12 contains 26032 members 
Mstep: Class 13 contains 433169 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 46809 members 
Mstep: Class 16 contains 27833 members 
Mstep: Class 17 contains 184896 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 20 contains 63090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149454096.000000 Penalty: 64244.730469
Iteration 31Q: 19 clusters Score -1.494541e+08 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 3 contains 155364 members 
Mstep: Class 4 contains 125939 members 
Mstep: Class 6 contains 343183 members 
Mstep: Class 7 contains 26268 members 
Mstep: Class 8 contains 13265 members 
Mstep: Class 9 contains 211714 members 
Mstep: Class 10 contains 8775 members 
Mstep: Class 11 contains 67555 members 
Mstep: Class 12 contains 25978 members 
Mstep: Class 13 contains 430709 members 
Mstep: Class 14 contains 11511 members 
Mstep: Class 15 contains 46741 members 
Mstep: Class 16 contains 27831 members 
Mstep: Class 17 contains 184916 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 20 contains 63086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149461648.000000 Penalty: 64244.730469
Iteration 32Q: 19 clusters Score -1.494616e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 15858 members 
Mstep: Class 3 contains 155446 members 
Mstep: Class 4 contains 125949 members 
Mstep: Class 6 contains 343333 members 
Mstep: Class 7 contains 26287 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 213316 members 
Mstep: Class 10 contains 8744 members 
Mstep: Class 11 contains 67461 members 
Mstep: Class 12 contains 25912 members 
Mstep: Class 13 contains 428886 members 
Mstep: Class 14 contains 11480 members 
Mstep: Class 15 contains 46678 members 
Mstep: Class 16 contains 27830 members 
Mstep: Class 17 contains 184911 members 
Mstep: Class 18 contains 10147 members 
Mstep: Class 20 contains 63102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149467792.000000 Penalty: 64244.730469
Iteration 33Q: 19 clusters Score -1.494678e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 15838 members 
Mstep: Class 3 contains 155495 members 
Mstep: Class 4 contains 125957 members 
Mstep: Class 6 contains 343484 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 13509 members 
Mstep: Class 9 contains 214698 members 
Mstep: Class 10 contains 8728 members 
Mstep: Class 11 contains 67384 members 
Mstep: Class 12 contains 25854 members 
Mstep: Class 13 contains 427356 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 46629 members 
Mstep: Class 16 contains 27823 members 
Mstep: Class 17 contains 184891 members 
Mstep: Class 18 contains 10215 members 
Mstep: Class 20 contains 63113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149473424.000000 Penalty: 64244.730469
Iteration 34Q: 19 clusters Score -1.494734e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 15843 members 
Mstep: Class 3 contains 155525 members 
Mstep: Class 4 contains 125959 members 
Mstep: Class 6 contains 343632 members 
Mstep: Class 7 contains 26374 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 9 contains 215518 members 
Mstep: Class 10 contains 8715 members 
Mstep: Class 11 contains 67304 members 
Mstep: Class 12 contains 25831 members 
Mstep: Class 13 contains 426425 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 46581 members 
Mstep: Class 16 contains 27821 members 
Mstep: Class 17 contains 184854 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 20 contains 63110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149476864.000000 Penalty: 64244.730469
Iteration 35Q: 19 clusters Score -1.494769e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 15854 members 
Mstep: Class 3 contains 155557 members 
Mstep: Class 4 contains 125963 members 
Mstep: Class 6 contains 343735 members 
Mstep: Class 7 contains 26409 members 
Mstep: Class 8 contains 13596 members 
Mstep: Class 9 contains 216220 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 67237 members 
Mstep: Class 12 contains 25834 members 
Mstep: Class 13 contains 425655 members 
Mstep: Class 14 contains 11386 members 
Mstep: Class 15 contains 46546 members 
Mstep: Class 16 contains 27817 members 
Mstep: Class 17 contains 184808 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 20 contains 63116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149480080.000000 Penalty: 64244.730469
Iteration 36Q: 19 clusters Score -1.494801e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 15865 members 
Mstep: Class 3 contains 155582 members 
Mstep: Class 4 contains 125964 members 
Mstep: Class 6 contains 343817 members 
Mstep: Class 7 contains 26455 members 
Mstep: Class 8 contains 13578 members 
Mstep: Class 9 contains 216812 members 
Mstep: Class 10 contains 8708 members 
Mstep: Class 11 contains 67193 members 
Mstep: Class 12 contains 25842 members 
Mstep: Class 13 contains 425006 members 
Mstep: Class 14 contains 11376 members 
Mstep: Class 15 contains 46511 members 
Mstep: Class 16 contains 27814 members 
Mstep: Class 17 contains 184756 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 20 contains 63132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149482496.000000 Penalty: 64244.730469
Iteration 37Q: 19 clusters Score -1.494825e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 15874 members 
Mstep: Class 3 contains 155601 members 
Mstep: Class 4 contains 125965 members 
Mstep: Class 6 contains 343898 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 13540 members 
Mstep: Class 9 contains 217343 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67154 members 
Mstep: Class 12 contains 25847 members 
Mstep: Class 13 contains 424437 members 
Mstep: Class 14 contains 11362 members 
Mstep: Class 15 contains 46486 members 
Mstep: Class 16 contains 27817 members 
Mstep: Class 17 contains 184717 members 
Mstep: Class 18 contains 10347 members 
Mstep: Class 20 contains 63134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149484112.000000 Penalty: 64244.730469
Iteration 38Q: 19 clusters Score -1.494841e+08 nChanged 951
Entering ConstructFrom: 
Score: -149484112.000000 Penalty: 64244.730469
Entering ConstructFrom: 
Trying to split cluster 1 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -675582.812500 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -675582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -667857.937500 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -667857.9 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -672313.875000 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -672313.9 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -674872.187500 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -674872.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -677508.062500 Penalty: 4587.639160
	Iteration 3F: 3 clusters Score -677508.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -680047.062500 Penalty: 4587.639160
	Iteration 4F: 3 clusters Score -680047.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -682693.375000 Penalty: 4587.639160
	Iteration 5F: 3 clusters Score -682693.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -684013.562500 Penalty: 4587.639160
	Iteration 6Q: 3 clusters Score -684013.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -684610.500000 Penalty: 4587.639160
	Iteration 7Q: 3 clusters Score -684610.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -684865.375000 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -684865.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -684953.187500 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -684953.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -684987.000000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -684987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -685004.875000 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -685004.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -685020.937500 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -685020.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -685032.062500 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -685032.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -685041.437500 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -685041.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -685044.812500 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -685044.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -685052.187500 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -685052.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -685061.062500 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -685061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -685068.000000 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -685068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -685072.125000 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -685072.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -685083.187500 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -685083.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -685089.250000 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -685089.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -685098.312500 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -685098.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -685104.750000 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -685104.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -685111.437500 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -685111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -685116.437500 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -685116.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -685119.375000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -685119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -685124.187500 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -685124.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -685128.062500 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -685128.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -685132.125000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -685132.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -685135.250000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -685135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -685136.500000 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -685136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -685138.000000 Penalty: 4587.639160
	Iteration 32Q: 3 clusters Score -685138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -685140.937500 Penalty: 4587.639160
	Iteration 33Q: 3 clusters Score -685140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -685142.625000 Penalty: 4587.639160
	Iteration 34Q: 3 clusters Score -685142.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -685150.562500 Penalty: 4587.639160
	Iteration 35Q: 3 clusters Score -685150.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -685162.062500 Penalty: 4587.639160
	Iteration 36Q: 3 clusters Score -685162.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -685171.812500 Penalty: 4587.639160
	Iteration 37Q: 3 clusters Score -685171.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -685188.812500 Penalty: 4587.639160
	Iteration 38Q: 3 clusters Score -685188.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -685200.000000 Penalty: 4587.639160
	Iteration 39Q: 3 clusters Score -685200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -685221.312500 Penalty: 4587.639160
	Iteration 40F: 3 clusters Score -685221.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -685242.687500 Penalty: 4587.639160
	Iteration 41Q: 3 clusters Score -685242.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -685292.937500 Penalty: 4587.639160
	Iteration 42Q: 3 clusters Score -685292.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -685350.125000 Penalty: 4587.639160
	Iteration 43Q: 3 clusters Score -685350.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -685456.625000 Penalty: 4587.639160
	Iteration 44Q: 3 clusters Score -685456.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -685676.812500 Penalty: 4587.639160
	Iteration 45Q: 3 clusters Score -685676.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -686101.125000 Penalty: 4587.639160
	Iteration 46Q: 3 clusters Score -686101.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -686652.125000 Penalty: 4587.639160
	Iteration 47Q: 3 clusters Score -686652.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -687127.625000 Penalty: 4587.639160
	Iteration 48Q: 3 clusters Score -687127.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -687655.000000 Penalty: 4587.639160
	Iteration 49Q: 3 clusters Score -687655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -687714.250000 Penalty: 4587.639160
	Iteration 50Q: 3 clusters Score -687714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -687715.000000 Penalty: 4587.639160
	Iteration 51Q: 3 clusters Score -687715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -687716.625000 Penalty: 4587.639160
	Iteration 52Q: 3 clusters Score -687716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -687716.625000 Penalty: 4587.639160
	Iteration 53F: 3 clusters Score -687716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 155600 members 
Mstep: Class 4 contains 125967 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 343972 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 20 contains 63140 members 
Entering Unmasked Estep 
Score: -149495136.000000 Penalty: 67813.882812
Splitting cluster 1 changes total score from -149484112.000000 to -149495136.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (15879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Entering Unmasked Estep 
Score: -1174589.000000 Penalty: 2398.842529
	Iteration 0F: 2 clusters Score -1174589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1163340.250000 Penalty: 4797.685059
	Iteration 0F: 3 clusters Score -1163340 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1169376.375000 Penalty: 4797.685059
	Iteration 1F: 3 clusters Score -1169376 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1173436.750000 Penalty: 4797.685059
	Iteration 2F: 3 clusters Score -1173437 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1176411.875000 Penalty: 4797.685059
	Iteration 3F: 3 clusters Score -1176412 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1178127.000000 Penalty: 4797.685059
	Iteration 4F: 3 clusters Score -1178127 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1179210.125000 Penalty: 4797.685059
	Iteration 5F: 3 clusters Score -1179210 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1179695.500000 Penalty: 4797.685059
	Iteration 6Q: 3 clusters Score -1179696 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1179933.750000 Penalty: 4797.685059
	Iteration 7Q: 3 clusters Score -1179934 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1180114.375000 Penalty: 4797.685059
	Iteration 8Q: 3 clusters Score -1180114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1180259.500000 Penalty: 4797.685059
	Iteration 9Q: 3 clusters Score -1180260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1180396.375000 Penalty: 4797.685059
	Iteration 10Q: 3 clusters Score -1180396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1180470.875000 Penalty: 4797.685059
	Iteration 11Q: 3 clusters Score -1180471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1180528.250000 Penalty: 4797.685059
	Iteration 12Q: 3 clusters Score -1180528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1180573.750000 Penalty: 4797.685059
	Iteration 13Q: 3 clusters Score -1180574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1180619.000000 Penalty: 4797.685059
	Iteration 14Q: 3 clusters Score -1180619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1180656.875000 Penalty: 4797.685059
	Iteration 15Q: 3 clusters Score -1180657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1180693.750000 Penalty: 4797.685059
	Iteration 16Q: 3 clusters Score -1180694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1180740.125000 Penalty: 4797.685059
	Iteration 17Q: 3 clusters Score -1180740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1180780.000000 Penalty: 4797.685059
	Iteration 18Q: 3 clusters Score -1180780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1180845.625000 Penalty: 4797.685059
	Iteration 19Q: 3 clusters Score -1180846 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1180934.000000 Penalty: 4797.685059
	Iteration 20F: 3 clusters Score -1180934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1181047.250000 Penalty: 4797.685059
	Iteration 21Q: 3 clusters Score -1181047 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1181237.750000 Penalty: 4797.685059
	Iteration 22Q: 3 clusters Score -1181238 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1181672.500000 Penalty: 4797.685059
	Iteration 23Q: 3 clusters Score -1181672 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1182906.875000 Penalty: 4797.685059
	Iteration 24Q: 3 clusters Score -1182907 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1186931.625000 Penalty: 4797.685059
	Iteration 25F: 3 clusters Score -1186932 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1190150.875000 Penalty: 4797.685059
	Iteration 26Q: 3 clusters Score -1190151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1190258.875000 Penalty: 4797.685059
	Iteration 27Q: 3 clusters Score -1190259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1190264.625000 Penalty: 4797.685059
	Iteration 28Q: 3 clusters Score -1190265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1190266.375000 Penalty: 4797.685059
	Iteration 29Q: 3 clusters Score -1190266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1190264.375000 Penalty: 4797.685059
	Iteration 30Q: 3 clusters Score -1190264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1190264.375000 Penalty: 4797.685059
	Iteration 31F: 3 clusters Score -1190264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 155600 members 
Mstep: Class 4 contains 125967 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 343972 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Entering Unmasked Estep 
Score: -149510496.000000 Penalty: 71383.031250
Splitting cluster 2 changes total score from -149484112.000000 to -149510496.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (155600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155600 members 
Entering Unmasked Estep 
Score: -12382716.000000 Penalty: 2964.850830
	Iteration 0F: 2 clusters Score -1.238272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -12278653.000000 Penalty: 5929.701660
	Iteration 0F: 3 clusters Score -1.227865e+07 nChanged 74563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -12324269.000000 Penalty: 5929.701660
	Iteration 1F: 3 clusters Score -1.232427e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -12330614.000000 Penalty: 5929.701660
	Iteration 2Q: 3 clusters Score -1.233061e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -12341954.000000 Penalty: 5929.701660
	Iteration 3F: 3 clusters Score -1.234195e+07 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -12356777.000000 Penalty: 5929.701660
	Iteration 4F: 3 clusters Score -1.235678e+07 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -12371374.000000 Penalty: 5929.701660
	Iteration 5F: 3 clusters Score -1.237137e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 108720 members 
Entering Unmasked Estep 
Score: -12382921.000000 Penalty: 5929.701660
	Iteration 6F: 3 clusters Score -1.238292e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 117597 members 
Entering Unmasked Estep 
Score: -12392514.000000 Penalty: 5929.701660
	Iteration 7F: 3 clusters Score -1.239251e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 124294 members 
Entering Unmasked Estep 
Score: -12399754.000000 Penalty: 5929.701660
	Iteration 8Q: 3 clusters Score -1.239975e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -12403099.000000 Penalty: 5929.701660
	Iteration 9Q: 3 clusters Score -1.24031e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -12404235.000000 Penalty: 5929.701660
	Iteration 10Q: 3 clusters Score -1.240424e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -12404800.000000 Penalty: 5929.701660
	Iteration 11Q: 3 clusters Score -1.24048e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -12405270.000000 Penalty: 5929.701660
	Iteration 12Q: 3 clusters Score -1.240527e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -12405593.000000 Penalty: 5929.701660
	Iteration 13Q: 3 clusters Score -1.240559e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -12405884.000000 Penalty: 5929.701660
	Iteration 14Q: 3 clusters Score -1.240588e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -12406068.000000 Penalty: 5929.701660
	Iteration 15Q: 3 clusters Score -1.240607e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -12406147.000000 Penalty: 5929.701660
	Iteration 16Q: 3 clusters Score -1.240615e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -12406216.000000 Penalty: 5929.701660
	Iteration 17Q: 3 clusters Score -1.240622e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -12406258.000000 Penalty: 5929.701660
	Iteration 18Q: 3 clusters Score -1.240626e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -12406289.000000 Penalty: 5929.701660
	Iteration 19Q: 3 clusters Score -1.240629e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 139079 members 
Entering Unmasked Estep 
Score: -12406292.000000 Penalty: 5929.701660
	Iteration 20F: 3 clusters Score -1.240629e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -12406347.000000 Penalty: 5929.701660
	Iteration 21Q: 3 clusters Score -1.240635e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 139367 members 
Entering Unmasked Estep 
Score: -12406328.000000 Penalty: 5929.701660
	Iteration 22Q: 3 clusters Score -1.240633e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 139471 members 
Entering Unmasked Estep 
Score: -12406316.000000 Penalty: 5929.701660
	Iteration 23Q: 3 clusters Score -1.240632e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -12406327.000000 Penalty: 5929.701660
	Iteration 24Q: 3 clusters Score -1.240633e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -12406352.000000 Penalty: 5929.701660
	Iteration 25Q: 3 clusters Score -1.240635e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -12406364.000000 Penalty: 5929.701660
	Iteration 26Q: 3 clusters Score -1.240636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -12406368.000000 Penalty: 5929.701660
	Iteration 27Q: 3 clusters Score -1.240637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 139764 members 
Entering Unmasked Estep 
Score: -12406363.000000 Penalty: 5929.701660
	Iteration 28Q: 3 clusters Score -1.240636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -12406378.000000 Penalty: 5929.701660
	Iteration 29Q: 3 clusters Score -1.240638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 139807 members 
Entering Unmasked Estep 
Score: -12406382.000000 Penalty: 5929.701660
	Iteration 30Q: 3 clusters Score -1.240638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 139815 members 
Entering Unmasked Estep 
Score: -12406377.000000 Penalty: 5929.701660
	Iteration 31Q: 3 clusters Score -1.240638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 139822 members 
Entering Unmasked Estep 
Score: -12406362.000000 Penalty: 5929.701660
	Iteration 32Q: 3 clusters Score -1.240636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 139830 members 
Entering Unmasked Estep 
Score: -12406368.000000 Penalty: 5929.701660
	Iteration 33Q: 3 clusters Score -1.240637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 139840 members 
Entering Unmasked Estep 
Score: -12406390.000000 Penalty: 5929.701660
	Iteration 34Q: 3 clusters Score -1.240639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 139853 members 
Entering Unmasked Estep 
Score: -12406388.000000 Penalty: 5929.701660
	Iteration 35Q: 3 clusters Score -1.240639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -12406392.000000 Penalty: 5929.701660
	Iteration 36Q: 3 clusters Score -1.240639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -12406389.000000 Penalty: 5929.701660
	Iteration 37Q: 3 clusters Score -1.240639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 139871 members 
Entering Unmasked Estep 
Score: -12406382.000000 Penalty: 5929.701660
	Iteration 38Q: 3 clusters Score -1.240638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 139874 members 
Entering Unmasked Estep 
Score: -12406385.000000 Penalty: 5929.701660
	Iteration 39Q: 3 clusters Score -1.240638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -12406378.000000 Penalty: 5929.701660
	Iteration 40F: 3 clusters Score -1.240638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -12406378.000000 Penalty: 5929.701660
	Iteration 41Q: 3 clusters Score -1.240638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 139879 members 
Entering Unmasked Estep 
Score: -12406385.000000 Penalty: 5929.701660
	Iteration 42Q: 3 clusters Score -1.240638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 139879 members 
Entering Unmasked Estep 
Score: -12406385.000000 Penalty: 5929.701660
	Iteration 43F: 3 clusters Score -1.240638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 125967 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 343972 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Entering Unmasked Estep 
Score: -149532768.000000 Penalty: 74952.187500
Splitting cluster 3 changes total score from -149484112.000000 to -149532768.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (125967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125967 members 
Entering Unmasked Estep 
Score: -10003238.000000 Penalty: 2912.456299
	Iteration 0F: 2 clusters Score -1.000324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -9918988.000000 Penalty: 5824.912598
	Iteration 0F: 3 clusters Score -9918988 nChanged 59993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -9953701.000000 Penalty: 5824.912598
	Iteration 1F: 3 clusters Score -9953701 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -9955271.000000 Penalty: 5824.912598
	Iteration 2Q: 3 clusters Score -9955271 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -9957951.000000 Penalty: 5824.912598
	Iteration 3Q: 3 clusters Score -9957951 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -9962418.000000 Penalty: 5824.912598
	Iteration 4F: 3 clusters Score -9962418 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -9968840.000000 Penalty: 5824.912598
	Iteration 5F: 3 clusters Score -9968840 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -9976346.000000 Penalty: 5824.912598
	Iteration 6F: 3 clusters Score -9976346 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -9983648.000000 Penalty: 5824.912598
	Iteration 7F: 3 clusters Score -9983648 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -9990152.000000 Penalty: 5824.912598
	Iteration 8F: 3 clusters Score -9990152 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -9995069.000000 Penalty: 5824.912598
	Iteration 9F: 3 clusters Score -9995069 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -9998759.000000 Penalty: 5824.912598
	Iteration 10Q: 3 clusters Score -9998759 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -10001360.000000 Penalty: 5824.912598
	Iteration 11Q: 3 clusters Score -1.000136e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -10003346.000000 Penalty: 5824.912598
	Iteration 12Q: 3 clusters Score -1.000335e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -10004761.000000 Penalty: 5824.912598
	Iteration 13Q: 3 clusters Score -1.000476e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -10005561.000000 Penalty: 5824.912598
	Iteration 14Q: 3 clusters Score -1.000556e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -10005983.000000 Penalty: 5824.912598
	Iteration 15Q: 3 clusters Score -1.000598e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -10006234.000000 Penalty: 5824.912598
	Iteration 16Q: 3 clusters Score -1.000623e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -10006352.000000 Penalty: 5824.912598
	Iteration 17Q: 3 clusters Score -1.000635e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -10006406.000000 Penalty: 5824.912598
	Iteration 18Q: 3 clusters Score -1.000641e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -10006504.000000 Penalty: 5824.912598
	Iteration 19Q: 3 clusters Score -1.00065e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -10006487.000000 Penalty: 5824.912598
	Iteration 20F: 3 clusters Score -1.000649e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -10006548.000000 Penalty: 5824.912598
	Iteration 21Q: 3 clusters Score -1.000655e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -10006572.000000 Penalty: 5824.912598
	Iteration 22Q: 3 clusters Score -1.000657e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -10006543.000000 Penalty: 5824.912598
	Iteration 23Q: 3 clusters Score -1.000654e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -10006549.000000 Penalty: 5824.912598
	Iteration 24Q: 3 clusters Score -1.000655e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -10006538.000000 Penalty: 5824.912598
	Iteration 25Q: 3 clusters Score -1.000654e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -10006562.000000 Penalty: 5824.912598
	Iteration 26Q: 3 clusters Score -1.000656e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -10006585.000000 Penalty: 5824.912598
	Iteration 27Q: 3 clusters Score -1.000658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -10006592.000000 Penalty: 5824.912598
	Iteration 28Q: 3 clusters Score -1.000659e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -10006590.000000 Penalty: 5824.912598
	Iteration 29Q: 3 clusters Score -1.000659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -10006585.000000 Penalty: 5824.912598
	Iteration 30Q: 3 clusters Score -1.000658e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -10006589.000000 Penalty: 5824.912598
	Iteration 31Q: 3 clusters Score -1.000659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -10006590.000000 Penalty: 5824.912598
	Iteration 32Q: 3 clusters Score -1.000659e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -10006589.000000 Penalty: 5824.912598
	Iteration 33Q: 3 clusters Score -1.000659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -10006589.000000 Penalty: 5824.912598
	Iteration 34Q: 3 clusters Score -1.000659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -10006584.000000 Penalty: 5824.912598
	Iteration 35Q: 3 clusters Score -1.000658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -10006584.000000 Penalty: 5824.912598
	Iteration 36Q: 3 clusters Score -1.000658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -10006578.000000 Penalty: 5824.912598
	Iteration 37Q: 3 clusters Score -1.000658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -10006589.000000 Penalty: 5824.912598
	Iteration 38Q: 3 clusters Score -1.000659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -10006598.000000 Penalty: 5824.912598
	Iteration 39Q: 3 clusters Score -1.00066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -10006602.000000 Penalty: 5824.912598
	Iteration 40F: 3 clusters Score -1.00066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -10006596.000000 Penalty: 5824.912598
	Iteration 41Q: 3 clusters Score -1.00066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -10006605.000000 Penalty: 5824.912598
	Iteration 42Q: 3 clusters Score -1.00066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -10006611.000000 Penalty: 5824.912598
	Iteration 43Q: 3 clusters Score -1.000661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -10006611.000000 Penalty: 5824.912598
	Iteration 44Q: 3 clusters Score -1.000661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -10006621.000000 Penalty: 5824.912598
	Iteration 45Q: 3 clusters Score -1.000662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -10006608.000000 Penalty: 5824.912598
	Iteration 46Q: 3 clusters Score -1.000661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -10006617.000000 Penalty: 5824.912598
	Iteration 47Q: 3 clusters Score -1.000662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -10006619.000000 Penalty: 5824.912598
	Iteration 48Q: 3 clusters Score -1.000662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -10006621.000000 Penalty: 5824.912598
	Iteration 49Q: 3 clusters Score -1.000662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -10006623.000000 Penalty: 5824.912598
	Iteration 50Q: 3 clusters Score -1.000662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -10006623.000000 Penalty: 5824.912598
	Iteration 51Q: 3 clusters Score -1.000662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -10006623.000000 Penalty: 5824.912598
	Iteration 52Q: 3 clusters Score -1.000662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10006620.000000 Penalty: 5824.912598
	Iteration 53Q: 3 clusters Score -1.000662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -10006619.000000 Penalty: 5824.912598
	Iteration 54Q: 3 clusters Score -1.000662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -10006621.000000 Penalty: 5824.912598
	Iteration 55Q: 3 clusters Score -1.000662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -10006615.000000 Penalty: 5824.912598
	Iteration 56Q: 3 clusters Score -1.000662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -10006619.000000 Penalty: 5824.912598
	Iteration 57Q: 3 clusters Score -1.000662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -10006614.000000 Penalty: 5824.912598
	Iteration 58Q: 3 clusters Score -1.000661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -10006622.000000 Penalty: 5824.912598
	Iteration 59Q: 3 clusters Score -1.000662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -10006624.000000 Penalty: 5824.912598
	Iteration 60F: 3 clusters Score -1.000662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -10006634.000000 Penalty: 5824.912598
	Iteration 61Q: 3 clusters Score -1.000663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -10006634.000000 Penalty: 5824.912598
	Iteration 62Q: 3 clusters Score -1.000663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -10006637.000000 Penalty: 5824.912598
	Iteration 63Q: 3 clusters Score -1.000664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -10006632.000000 Penalty: 5824.912598
	Iteration 64Q: 3 clusters Score -1.000663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -10006630.000000 Penalty: 5824.912598
	Iteration 65Q: 3 clusters Score -1.000663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -10006630.000000 Penalty: 5824.912598
	Iteration 66F: 3 clusters Score -1.000663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 343972 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Entering Unmasked Estep 
Score: -149533024.000000 Penalty: 78521.335938
Splitting cluster 4 changes total score from -149484112.000000 to -149533024.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (343972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343972 members 
Entering Unmasked Estep 
Score: -27625912.000000 Penalty: 3161.582275
	Iteration 0F: 2 clusters Score -2.762591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171685 members 
Mstep: Class 2 contains 172287 members 
Entering Unmasked Estep 
Score: -27394530.000000 Penalty: 6323.164551
	Iteration 0F: 3 clusters Score -2.739453e+07 nChanged 166761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 176914 members 
Entering Unmasked Estep 
Score: -27495154.000000 Penalty: 6323.164551
	Iteration 1F: 3 clusters Score -2.749515e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 179049 members 
Entering Unmasked Estep 
Score: -27499550.000000 Penalty: 6323.164551
	Iteration 2Q: 3 clusters Score -2.749955e+07 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162459 members 
Mstep: Class 2 contains 181513 members 
Entering Unmasked Estep 
Score: -27506890.000000 Penalty: 6323.164551
	Iteration 3Q: 3 clusters Score -2.750689e+07 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 183428 members 
Entering Unmasked Estep 
Score: -27521410.000000 Penalty: 6323.164551
	Iteration 4F: 3 clusters Score -2.752141e+07 nChanged 26659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 184307 members 
Entering Unmasked Estep 
Score: -27545040.000000 Penalty: 6323.164551
	Iteration 5F: 3 clusters Score -2.754504e+07 nChanged 29992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 185297 members 
Entering Unmasked Estep 
Score: -27573940.000000 Penalty: 6323.164551
	Iteration 6F: 3 clusters Score -2.757394e+07 nChanged 27358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 189003 members 
Entering Unmasked Estep 
Score: -27598916.000000 Penalty: 6323.164551
	Iteration 7F: 3 clusters Score -2.759892e+07 nChanged 20820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149119 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -27616098.000000 Penalty: 6323.164551
	Iteration 8F: 3 clusters Score -2.76161e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144034 members 
Mstep: Class 2 contains 199938 members 
Entering Unmasked Estep 
Score: -27625394.000000 Penalty: 6323.164551
	Iteration 9Q: 3 clusters Score -2.762539e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140739 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -27629924.000000 Penalty: 6323.164551
	Iteration 10Q: 3 clusters Score -2.762992e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138926 members 
Mstep: Class 2 contains 205046 members 
Entering Unmasked Estep 
Score: -27631682.000000 Penalty: 6323.164551
	Iteration 11Q: 3 clusters Score -2.763168e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 205871 members 
Entering Unmasked Estep 
Score: -27632902.000000 Penalty: 6323.164551
	Iteration 12Q: 3 clusters Score -2.76329e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 205969 members 
Entering Unmasked Estep 
Score: -27633526.000000 Penalty: 6323.164551
	Iteration 13Q: 3 clusters Score -2.763353e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138344 members 
Mstep: Class 2 contains 205628 members 
Entering Unmasked Estep 
Score: -27634024.000000 Penalty: 6323.164551
	Iteration 14Q: 3 clusters Score -2.763402e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138900 members 
Mstep: Class 2 contains 205072 members 
Entering Unmasked Estep 
Score: -27634352.000000 Penalty: 6323.164551
	Iteration 15Q: 3 clusters Score -2.763435e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139602 members 
Mstep: Class 2 contains 204370 members 
Entering Unmasked Estep 
Score: -27634664.000000 Penalty: 6323.164551
	Iteration 16Q: 3 clusters Score -2.763466e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140334 members 
Mstep: Class 2 contains 203638 members 
Entering Unmasked Estep 
Score: -27634698.000000 Penalty: 6323.164551
	Iteration 17Q: 3 clusters Score -2.76347e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141059 members 
Mstep: Class 2 contains 202913 members 
Entering Unmasked Estep 
Score: -27634756.000000 Penalty: 6323.164551
	Iteration 18Q: 3 clusters Score -2.763476e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 202170 members 
Entering Unmasked Estep 
Score: -27634810.000000 Penalty: 6323.164551
	Iteration 19Q: 3 clusters Score -2.763481e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 201409 members 
Entering Unmasked Estep 
Score: -27634844.000000 Penalty: 6323.164551
	Iteration 20F: 3 clusters Score -2.763484e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 200661 members 
Entering Unmasked Estep 
Score: -27634902.000000 Penalty: 6323.164551
	Iteration 21Q: 3 clusters Score -2.76349e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144014 members 
Mstep: Class 2 contains 199958 members 
Entering Unmasked Estep 
Score: -27634952.000000 Penalty: 6323.164551
	Iteration 22Q: 3 clusters Score -2.763495e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 199284 members 
Entering Unmasked Estep 
Score: -27634994.000000 Penalty: 6323.164551
	Iteration 23Q: 3 clusters Score -2.763499e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 198594 members 
Entering Unmasked Estep 
Score: -27635084.000000 Penalty: 6323.164551
	Iteration 24Q: 3 clusters Score -2.763508e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 197905 members 
Entering Unmasked Estep 
Score: -27635124.000000 Penalty: 6323.164551
	Iteration 25Q: 3 clusters Score -2.763512e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 197218 members 
Entering Unmasked Estep 
Score: -27635254.000000 Penalty: 6323.164551
	Iteration 26Q: 3 clusters Score -2.763525e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 196496 members 
Entering Unmasked Estep 
Score: -27635274.000000 Penalty: 6323.164551
	Iteration 27Q: 3 clusters Score -2.763527e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 195750 members 
Entering Unmasked Estep 
Score: -27635336.000000 Penalty: 6323.164551
	Iteration 28Q: 3 clusters Score -2.763534e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148957 members 
Mstep: Class 2 contains 195015 members 
Entering Unmasked Estep 
Score: -27635346.000000 Penalty: 6323.164551
	Iteration 29Q: 3 clusters Score -2.763535e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 194281 members 
Entering Unmasked Estep 
Score: -27635438.000000 Penalty: 6323.164551
	Iteration 30Q: 3 clusters Score -2.763544e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 193527 members 
Entering Unmasked Estep 
Score: -27635440.000000 Penalty: 6323.164551
	Iteration 31Q: 3 clusters Score -2.763544e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 192773 members 
Entering Unmasked Estep 
Score: -27635558.000000 Penalty: 6323.164551
	Iteration 32Q: 3 clusters Score -2.763556e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151963 members 
Mstep: Class 2 contains 192009 members 
Entering Unmasked Estep 
Score: -27635566.000000 Penalty: 6323.164551
	Iteration 33Q: 3 clusters Score -2.763557e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152729 members 
Mstep: Class 2 contains 191243 members 
Entering Unmasked Estep 
Score: -27635514.000000 Penalty: 6323.164551
	Iteration 34Q: 3 clusters Score -2.763551e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 190514 members 
Entering Unmasked Estep 
Score: -27635672.000000 Penalty: 6323.164551
	Iteration 35Q: 3 clusters Score -2.763567e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -27635628.000000 Penalty: 6323.164551
	Iteration 36Q: 3 clusters Score -2.763563e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154925 members 
Mstep: Class 2 contains 189047 members 
Entering Unmasked Estep 
Score: -27635730.000000 Penalty: 6323.164551
	Iteration 37Q: 3 clusters Score -2.763573e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 188296 members 
Entering Unmasked Estep 
Score: -27635832.000000 Penalty: 6323.164551
	Iteration 38Q: 3 clusters Score -2.763583e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 187534 members 
Entering Unmasked Estep 
Score: -27635944.000000 Penalty: 6323.164551
	Iteration 39Q: 3 clusters Score -2.763594e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 186751 members 
Entering Unmasked Estep 
Score: -27636020.000000 Penalty: 6323.164551
	Iteration 40F: 3 clusters Score -2.763602e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 185973 members 
Entering Unmasked Estep 
Score: -27636020.000000 Penalty: 6323.164551
	Iteration 41Q: 3 clusters Score -2.763602e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -27636068.000000 Penalty: 6323.164551
	Iteration 42Q: 3 clusters Score -2.763607e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 184571 members 
Entering Unmasked Estep 
Score: -27636106.000000 Penalty: 6323.164551
	Iteration 43Q: 3 clusters Score -2.763611e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160067 members 
Mstep: Class 2 contains 183905 members 
Entering Unmasked Estep 
Score: -27636088.000000 Penalty: 6323.164551
	Iteration 44Q: 3 clusters Score -2.763609e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -27636170.000000 Penalty: 6323.164551
	Iteration 45Q: 3 clusters Score -2.763617e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 182618 members 
Entering Unmasked Estep 
Score: -27636226.000000 Penalty: 6323.164551
	Iteration 46Q: 3 clusters Score -2.763623e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161930 members 
Mstep: Class 2 contains 182042 members 
Entering Unmasked Estep 
Score: -27636334.000000 Penalty: 6323.164551
	Iteration 47Q: 3 clusters Score -2.763633e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 181473 members 
Entering Unmasked Estep 
Score: -27636326.000000 Penalty: 6323.164551
	Iteration 48Q: 3 clusters Score -2.763633e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -27636436.000000 Penalty: 6323.164551
	Iteration 49Q: 3 clusters Score -2.763644e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163612 members 
Mstep: Class 2 contains 180360 members 
Entering Unmasked Estep 
Score: -27636446.000000 Penalty: 6323.164551
	Iteration 50Q: 3 clusters Score -2.763645e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -27636490.000000 Penalty: 6323.164551
	Iteration 51Q: 3 clusters Score -2.763649e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164560 members 
Mstep: Class 2 contains 179412 members 
Entering Unmasked Estep 
Score: -27636476.000000 Penalty: 6323.164551
	Iteration 52Q: 3 clusters Score -2.763648e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164942 members 
Mstep: Class 2 contains 179030 members 
Entering Unmasked Estep 
Score: -27636504.000000 Penalty: 6323.164551
	Iteration 53Q: 3 clusters Score -2.76365e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 178675 members 
Entering Unmasked Estep 
Score: -27636582.000000 Penalty: 6323.164551
	Iteration 54Q: 3 clusters Score -2.763658e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165614 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -27636616.000000 Penalty: 6323.164551
	Iteration 55Q: 3 clusters Score -2.763662e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165877 members 
Mstep: Class 2 contains 178095 members 
Entering Unmasked Estep 
Score: -27636628.000000 Penalty: 6323.164551
	Iteration 56Q: 3 clusters Score -2.763663e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166138 members 
Mstep: Class 2 contains 177834 members 
Entering Unmasked Estep 
Score: -27636648.000000 Penalty: 6323.164551
	Iteration 57Q: 3 clusters Score -2.763665e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166417 members 
Mstep: Class 2 contains 177555 members 
Entering Unmasked Estep 
Score: -27636640.000000 Penalty: 6323.164551
	Iteration 58Q: 3 clusters Score -2.763664e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -27636660.000000 Penalty: 6323.164551
	Iteration 59Q: 3 clusters Score -2.763666e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 177059 members 
Entering Unmasked Estep 
Score: -27636660.000000 Penalty: 6323.164551
	Iteration 60F: 3 clusters Score -2.763666e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 176856 members 
Entering Unmasked Estep 
Score: -27636666.000000 Penalty: 6323.164551
	Iteration 61Q: 3 clusters Score -2.763667e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 176678 members 
Entering Unmasked Estep 
Score: -27636706.000000 Penalty: 6323.164551
	Iteration 62Q: 3 clusters Score -2.763671e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -27636784.000000 Penalty: 6323.164551
	Iteration 63Q: 3 clusters Score -2.763678e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Mstep: Class 2 contains 176402 members 
Entering Unmasked Estep 
Score: -27636808.000000 Penalty: 6323.164551
	Iteration 64Q: 3 clusters Score -2.763681e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 176268 members 
Entering Unmasked Estep 
Score: -27636776.000000 Penalty: 6323.164551
	Iteration 65Q: 3 clusters Score -2.763678e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167828 members 
Mstep: Class 2 contains 176144 members 
Entering Unmasked Estep 
Score: -27636752.000000 Penalty: 6323.164551
	Iteration 66Q: 3 clusters Score -2.763675e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167950 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -27636742.000000 Penalty: 6323.164551
	Iteration 67Q: 3 clusters Score -2.763674e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 175918 members 
Entering Unmasked Estep 
Score: -27636790.000000 Penalty: 6323.164551
	Iteration 68Q: 3 clusters Score -2.763679e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -27636776.000000 Penalty: 6323.164551
	Iteration 69Q: 3 clusters Score -2.763678e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 175726 members 
Entering Unmasked Estep 
Score: -27636784.000000 Penalty: 6323.164551
	Iteration 70Q: 3 clusters Score -2.763678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -27636798.000000 Penalty: 6323.164551
	Iteration 71Q: 3 clusters Score -2.76368e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 175574 members 
Entering Unmasked Estep 
Score: -27636806.000000 Penalty: 6323.164551
	Iteration 72Q: 3 clusters Score -2.763681e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 175509 members 
Entering Unmasked Estep 
Score: -27636774.000000 Penalty: 6323.164551
	Iteration 73Q: 3 clusters Score -2.763677e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -27636780.000000 Penalty: 6323.164551
	Iteration 74Q: 3 clusters Score -2.763678e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -27636764.000000 Penalty: 6323.164551
	Iteration 75Q: 3 clusters Score -2.763676e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -27636772.000000 Penalty: 6323.164551
	Iteration 76Q: 3 clusters Score -2.763677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -27636752.000000 Penalty: 6323.164551
	Iteration 77Q: 3 clusters Score -2.763675e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 175281 members 
Entering Unmasked Estep 
Score: -27636776.000000 Penalty: 6323.164551
	Iteration 78Q: 3 clusters Score -2.763678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -27636768.000000 Penalty: 6323.164551
	Iteration 79Q: 3 clusters Score -2.763677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -27636776.000000 Penalty: 6323.164551
	Iteration 80F: 3 clusters Score -2.763678e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -27636768.000000 Penalty: 6323.164551
	Iteration 81Q: 3 clusters Score -2.763677e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 175145 members 
Entering Unmasked Estep 
Score: -27636760.000000 Penalty: 6323.164551
	Iteration 82Q: 3 clusters Score -2.763676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -27636758.000000 Penalty: 6323.164551
	Iteration 83Q: 3 clusters Score -2.763676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168886 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -27636754.000000 Penalty: 6323.164551
	Iteration 84Q: 3 clusters Score -2.763675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168904 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -27636754.000000 Penalty: 6323.164551
	Iteration 85Q: 3 clusters Score -2.763675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -27636742.000000 Penalty: 6323.164551
	Iteration 86Q: 3 clusters Score -2.763674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168953 members 
Mstep: Class 2 contains 175019 members 
Entering Unmasked Estep 
Score: -27636750.000000 Penalty: 6323.164551
	Iteration 87Q: 3 clusters Score -2.763675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -27636764.000000 Penalty: 6323.164551
	Iteration 88Q: 3 clusters Score -2.763676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 174975 members 
Entering Unmasked Estep 
Score: -27636754.000000 Penalty: 6323.164551
	Iteration 89Q: 3 clusters Score -2.763675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -27636752.000000 Penalty: 6323.164551
	Iteration 90Q: 3 clusters Score -2.763675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -27636754.000000 Penalty: 6323.164551
	Iteration 91Q: 3 clusters Score -2.763675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 174933 members 
Entering Unmasked Estep 
Score: -27636752.000000 Penalty: 6323.164551
	Iteration 92Q: 3 clusters Score -2.763675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169050 members 
Mstep: Class 2 contains 174922 members 
Entering Unmasked Estep 
Score: -27636728.000000 Penalty: 6323.164551
	Iteration 93Q: 3 clusters Score -2.763673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -27636736.000000 Penalty: 6323.164551
	Iteration 94Q: 3 clusters Score -2.763674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 174901 members 
Entering Unmasked Estep 
Score: -27636728.000000 Penalty: 6323.164551
	Iteration 95Q: 3 clusters Score -2.763673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169089 members 
Mstep: Class 2 contains 174883 members 
Entering Unmasked Estep 
Score: -27636722.000000 Penalty: 6323.164551
	Iteration 96Q: 3 clusters Score -2.763672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -27636696.000000 Penalty: 6323.164551
	Iteration 97Q: 3 clusters Score -2.76367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169129 members 
Mstep: Class 2 contains 174843 members 
Entering Unmasked Estep 
Score: -27636692.000000 Penalty: 6323.164551
	Iteration 98Q: 3 clusters Score -2.763669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 174826 members 
Entering Unmasked Estep 
Score: -27636702.000000 Penalty: 6323.164551
	Iteration 99Q: 3 clusters Score -2.76367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169165 members 
Mstep: Class 2 contains 174807 members 
Entering Unmasked Estep 
Score: -27636718.000000 Penalty: 6323.164551
	Iteration 100F: 3 clusters Score -2.763672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 174787 members 
Entering Unmasked Estep 
Score: -27636726.000000 Penalty: 6323.164551
	Iteration 101Q: 3 clusters Score -2.763673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169205 members 
Mstep: Class 2 contains 174767 members 
Entering Unmasked Estep 
Score: -27636734.000000 Penalty: 6323.164551
	Iteration 102Q: 3 clusters Score -2.763673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 174751 members 
Entering Unmasked Estep 
Score: -27636734.000000 Penalty: 6323.164551
	Iteration 103Q: 3 clusters Score -2.763673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 174734 members 
Entering Unmasked Estep 
Score: -27636756.000000 Penalty: 6323.164551
	Iteration 104Q: 3 clusters Score -2.763676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 174715 members 
Entering Unmasked Estep 
Score: -27636736.000000 Penalty: 6323.164551
	Iteration 105Q: 3 clusters Score -2.763674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169276 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -27636734.000000 Penalty: 6323.164551
	Iteration 106Q: 3 clusters Score -2.763673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169296 members 
Mstep: Class 2 contains 174676 members 
Entering Unmasked Estep 
Score: -27636750.000000 Penalty: 6323.164551
	Iteration 107Q: 3 clusters Score -2.763675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -27636742.000000 Penalty: 6323.164551
	Iteration 108Q: 3 clusters Score -2.763674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -27636742.000000 Penalty: 6323.164551
	Iteration 109Q: 3 clusters Score -2.763674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -27636752.000000 Penalty: 6323.164551
	Iteration 110Q: 3 clusters Score -2.763675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 174606 members 
Entering Unmasked Estep 
Score: -27636724.000000 Penalty: 6323.164551
	Iteration 111Q: 3 clusters Score -2.763672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -27636712.000000 Penalty: 6323.164551
	Iteration 112Q: 3 clusters Score -2.763671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169383 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -27636696.000000 Penalty: 6323.164551
	Iteration 113Q: 3 clusters Score -2.76367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -27636718.000000 Penalty: 6323.164551
	Iteration 114Q: 3 clusters Score -2.763672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -27636708.000000 Penalty: 6323.164551
	Iteration 115Q: 3 clusters Score -2.763671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 174566 members 
Entering Unmasked Estep 
Score: -27636736.000000 Penalty: 6323.164551
	Iteration 116Q: 3 clusters Score -2.763674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 174562 members 
Entering Unmasked Estep 
Score: -27636726.000000 Penalty: 6323.164551
	Iteration 117Q: 3 clusters Score -2.763673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -27636716.000000 Penalty: 6323.164551
	Iteration 118Q: 3 clusters Score -2.763672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 174557 members 
Entering Unmasked Estep 
Score: -27636714.000000 Penalty: 6323.164551
	Iteration 119Q: 3 clusters Score -2.763671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 174555 members 
Entering Unmasked Estep 
Score: -27636718.000000 Penalty: 6323.164551
	Iteration 120F: 3 clusters Score -2.763672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 26555 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Entering Unmasked Estep 
Score: -149545120.000000 Penalty: 82090.492188
Splitting cluster 6 changes total score from -149484112.000000 to -149545120.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (26555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Entering Unmasked Estep 
Score: -1786004.125000 Penalty: 2526.369385
	Iteration 0F: 2 clusters Score -1786004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1767980.125000 Penalty: 5052.738770
	Iteration 0F: 3 clusters Score -1767980 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1776662.375000 Penalty: 5052.738770
	Iteration 1F: 3 clusters Score -1776662 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1780405.625000 Penalty: 5052.738770
	Iteration 2F: 3 clusters Score -1780406 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1786099.750000 Penalty: 5052.738770
	Iteration 3F: 3 clusters Score -1786100 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1791585.750000 Penalty: 5052.738770
	Iteration 4F: 3 clusters Score -1791586 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1795074.750000 Penalty: 5052.738770
	Iteration 5F: 3 clusters Score -1795075 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1797383.375000 Penalty: 5052.738770
	Iteration 6F: 3 clusters Score -1797383 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1799392.875000 Penalty: 5052.738770
	Iteration 7Q: 3 clusters Score -1799393 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1801065.875000 Penalty: 5052.738770
	Iteration 8Q: 3 clusters Score -1801066 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1802186.125000 Penalty: 5052.738770
	Iteration 9Q: 3 clusters Score -1802186 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1802855.625000 Penalty: 5052.738770
	Iteration 10Q: 3 clusters Score -1802856 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1803350.875000 Penalty: 5052.738770
	Iteration 11Q: 3 clusters Score -1803351 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1803735.625000 Penalty: 5052.738770
	Iteration 12Q: 3 clusters Score -1803736 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1804040.250000 Penalty: 5052.738770
	Iteration 13Q: 3 clusters Score -1804040 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1804241.000000 Penalty: 5052.738770
	Iteration 14Q: 3 clusters Score -1804241 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1804374.125000 Penalty: 5052.738770
	Iteration 15Q: 3 clusters Score -1804374 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1804447.750000 Penalty: 5052.738770
	Iteration 16Q: 3 clusters Score -1804448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1804500.375000 Penalty: 5052.738770
	Iteration 17Q: 3 clusters Score -1804500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1804568.250000 Penalty: 5052.738770
	Iteration 18Q: 3 clusters Score -1804568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1804599.500000 Penalty: 5052.738770
	Iteration 19Q: 3 clusters Score -1804600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1804779.875000 Penalty: 5052.738770
	Iteration 20F: 3 clusters Score -1804780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1804884.000000 Penalty: 5052.738770
	Iteration 21Q: 3 clusters Score -1804884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1804938.500000 Penalty: 5052.738770
	Iteration 22Q: 3 clusters Score -1804938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1804967.250000 Penalty: 5052.738770
	Iteration 23Q: 3 clusters Score -1804967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1804983.500000 Penalty: 5052.738770
	Iteration 24Q: 3 clusters Score -1804984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1804994.500000 Penalty: 5052.738770
	Iteration 25Q: 3 clusters Score -1804994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1805001.500000 Penalty: 5052.738770
	Iteration 26Q: 3 clusters Score -1805002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1805005.125000 Penalty: 5052.738770
	Iteration 27Q: 3 clusters Score -1805005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1805006.625000 Penalty: 5052.738770
	Iteration 28Q: 3 clusters Score -1805007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1805005.375000 Penalty: 5052.738770
	Iteration 29Q: 3 clusters Score -1805005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1805008.875000 Penalty: 5052.738770
	Iteration 30Q: 3 clusters Score -1805009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1805010.875000 Penalty: 5052.738770
	Iteration 31Q: 3 clusters Score -1805011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1805010.625000 Penalty: 5052.738770
	Iteration 32Q: 3 clusters Score -1805011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1805010.875000 Penalty: 5052.738770
	Iteration 33Q: 3 clusters Score -1805011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1805016.625000 Penalty: 5052.738770
	Iteration 34Q: 3 clusters Score -1805017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1805012.625000 Penalty: 5052.738770
	Iteration 35Q: 3 clusters Score -1805013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1805018.000000 Penalty: 5052.738770
	Iteration 36Q: 3 clusters Score -1805018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1805016.500000 Penalty: 5052.738770
	Iteration 37Q: 3 clusters Score -1805016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1805015.250000 Penalty: 5052.738770
	Iteration 38Q: 3 clusters Score -1805015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1805016.625000 Penalty: 5052.738770
	Iteration 39Q: 3 clusters Score -1805017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1805016.625000 Penalty: 5052.738770
	Iteration 40F: 3 clusters Score -1805017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 13505 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Entering Unmasked Estep 
Score: -149563312.000000 Penalty: 85659.640625
Splitting cluster 7 changes total score from -149484112.000000 to -149563312.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (13505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Entering Unmasked Estep 
Score: -998517.062500 Penalty: 2358.682373
	Iteration 0F: 2 clusters Score -998517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -988969.250000 Penalty: 4717.364746
	Iteration 0F: 3 clusters Score -988969.2 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -994397.000000 Penalty: 4717.364746
	Iteration 1F: 3 clusters Score -994397 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -997723.375000 Penalty: 4717.364746
	Iteration 2F: 3 clusters Score -997723.4 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1000429.562500 Penalty: 4717.364746
	Iteration 3F: 3 clusters Score -1000430 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1003031.875000 Penalty: 4717.364746
	Iteration 4F: 3 clusters Score -1003032 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1006431.750000 Penalty: 4717.364746
	Iteration 5F: 3 clusters Score -1006432 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1010209.812500 Penalty: 4717.364746
	Iteration 6F: 3 clusters Score -1010210 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1011880.562500 Penalty: 4717.364746
	Iteration 7Q: 3 clusters Score -1011881 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1012534.625000 Penalty: 4717.364746
	Iteration 8Q: 3 clusters Score -1012535 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1013038.125000 Penalty: 4717.364746
	Iteration 9Q: 3 clusters Score -1013038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1013738.375000 Penalty: 4717.364746
	Iteration 10Q: 3 clusters Score -1013738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1014547.437500 Penalty: 4717.364746
	Iteration 11Q: 3 clusters Score -1014547 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1015272.750000 Penalty: 4717.364746
	Iteration 12Q: 3 clusters Score -1015273 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1015794.750000 Penalty: 4717.364746
	Iteration 13Q: 3 clusters Score -1015795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1016231.937500 Penalty: 4717.364746
	Iteration 14Q: 3 clusters Score -1016232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1016700.000000 Penalty: 4717.364746
	Iteration 15Q: 3 clusters Score -1016700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1017178.875000 Penalty: 4717.364746
	Iteration 16Q: 3 clusters Score -1017179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1017441.750000 Penalty: 4717.364746
	Iteration 17Q: 3 clusters Score -1017442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1017492.437500 Penalty: 4717.364746
	Iteration 18Q: 3 clusters Score -1017492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1017503.375000 Penalty: 4717.364746
	Iteration 19Q: 3 clusters Score -1017503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1017511.937500 Penalty: 4717.364746
	Iteration 20F: 3 clusters Score -1017512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1017515.187500 Penalty: 4717.364746
	Iteration 21Q: 3 clusters Score -1017515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1017517.375000 Penalty: 4717.364746
	Iteration 22Q: 3 clusters Score -1017517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1017517.375000 Penalty: 4717.364746
	Iteration 23F: 3 clusters Score -1017517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 217731 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Entering Unmasked Estep 
Score: -149580880.000000 Penalty: 89228.789062
Splitting cluster 8 changes total score from -149484112.000000 to -149580880.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (217731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217731 members 
Entering Unmasked Estep 
Score: -20295640.000000 Penalty: 3048.171875
	Iteration 0F: 2 clusters Score -2.029564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -20203482.000000 Penalty: 6096.343750
	Iteration 0F: 3 clusters Score -2.020348e+07 nChanged 104795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 104154 members 
Entering Unmasked Estep 
Score: -20279414.000000 Penalty: 6096.343750
	Iteration 1F: 3 clusters Score -2.027941e+07 nChanged 19690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117571 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -20323750.000000 Penalty: 6096.343750
	Iteration 2F: 3 clusters Score -2.032375e+07 nChanged 26774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -20373994.000000 Penalty: 6096.343750
	Iteration 3F: 3 clusters Score -2.037399e+07 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123189 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -20390810.000000 Penalty: 6096.343750
	Iteration 4F: 3 clusters Score -2.039081e+07 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -20397354.000000 Penalty: 6096.343750
	Iteration 5F: 3 clusters Score -2.039735e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 105035 members 
Entering Unmasked Estep 
Score: -20402566.000000 Penalty: 6096.343750
	Iteration 6F: 3 clusters Score -2.040257e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 114784 members 
Entering Unmasked Estep 
Score: -20410032.000000 Penalty: 6096.343750
	Iteration 7F: 3 clusters Score -2.041003e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 128902 members 
Entering Unmasked Estep 
Score: -20424284.000000 Penalty: 6096.343750
	Iteration 8F: 3 clusters Score -2.042428e+07 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -20441120.000000 Penalty: 6096.343750
	Iteration 9F: 3 clusters Score -2.044112e+07 nChanged 17740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -20456446.000000 Penalty: 6096.343750
	Iteration 10F: 3 clusters Score -2.045645e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 173584 members 
Entering Unmasked Estep 
Score: -20467416.000000 Penalty: 6096.343750
	Iteration 11F: 3 clusters Score -2.046742e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 177937 members 
Entering Unmasked Estep 
Score: -20470330.000000 Penalty: 6096.343750
	Iteration 12Q: 3 clusters Score -2.047033e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 179711 members 
Entering Unmasked Estep 
Score: -20470696.000000 Penalty: 6096.343750
	Iteration 13Q: 3 clusters Score -2.04707e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 180429 members 
Entering Unmasked Estep 
Score: -20470966.000000 Penalty: 6096.343750
	Iteration 14Q: 3 clusters Score -2.047097e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 180658 members 
Entering Unmasked Estep 
Score: -20471158.000000 Penalty: 6096.343750
	Iteration 15Q: 3 clusters Score -2.047116e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 180667 members 
Entering Unmasked Estep 
Score: -20471182.000000 Penalty: 6096.343750
	Iteration 16Q: 3 clusters Score -2.047118e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 180557 members 
Entering Unmasked Estep 
Score: -20471374.000000 Penalty: 6096.343750
	Iteration 17Q: 3 clusters Score -2.047137e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 180367 members 
Entering Unmasked Estep 
Score: -20471508.000000 Penalty: 6096.343750
	Iteration 18Q: 3 clusters Score -2.047151e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 180146 members 
Entering Unmasked Estep 
Score: -20471708.000000 Penalty: 6096.343750
	Iteration 19Q: 3 clusters Score -2.047171e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 179871 members 
Entering Unmasked Estep 
Score: -20472000.000000 Penalty: 6096.343750
	Iteration 20F: 3 clusters Score -2.0472e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 179476 members 
Entering Unmasked Estep 
Score: -20472740.000000 Penalty: 6096.343750
	Iteration 21Q: 3 clusters Score -2.047274e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 178753 members 
Entering Unmasked Estep 
Score: -20475820.000000 Penalty: 6096.343750
	Iteration 22Q: 3 clusters Score -2.047582e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 177004 members 
Entering Unmasked Estep 
Score: -20484864.000000 Penalty: 6096.343750
	Iteration 23Q: 3 clusters Score -2.048486e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 173964 members 
Entering Unmasked Estep 
Score: -20497542.000000 Penalty: 6096.343750
	Iteration 24Q: 3 clusters Score -2.049754e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -20512060.000000 Penalty: 6096.343750
	Iteration 25Q: 3 clusters Score -2.051206e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 168804 members 
Entering Unmasked Estep 
Score: -20526088.000000 Penalty: 6096.343750
	Iteration 26Q: 3 clusters Score -2.052609e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 166998 members 
Entering Unmasked Estep 
Score: -20531002.000000 Penalty: 6096.343750
	Iteration 27Q: 3 clusters Score -2.0531e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 165603 members 
Entering Unmasked Estep 
Score: -20532308.000000 Penalty: 6096.343750
	Iteration 28Q: 3 clusters Score -2.053231e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -20532910.000000 Penalty: 6096.343750
	Iteration 29Q: 3 clusters Score -2.053291e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -20533260.000000 Penalty: 6096.343750
	Iteration 30Q: 3 clusters Score -2.053326e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 163663 members 
Entering Unmasked Estep 
Score: -20533420.000000 Penalty: 6096.343750
	Iteration 31Q: 3 clusters Score -2.053342e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -20533528.000000 Penalty: 6096.343750
	Iteration 32Q: 3 clusters Score -2.053353e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -20533586.000000 Penalty: 6096.343750
	Iteration 33Q: 3 clusters Score -2.053359e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -20533648.000000 Penalty: 6096.343750
	Iteration 34Q: 3 clusters Score -2.053365e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -20533710.000000 Penalty: 6096.343750
	Iteration 35Q: 3 clusters Score -2.053371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -20533706.000000 Penalty: 6096.343750
	Iteration 36Q: 3 clusters Score -2.053371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -20533706.000000 Penalty: 6096.343750
	Iteration 37Q: 3 clusters Score -2.053371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 163001 members 
Entering Unmasked Estep 
Score: -20533692.000000 Penalty: 6096.343750
	Iteration 38Q: 3 clusters Score -2.053369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 162990 members 
Entering Unmasked Estep 
Score: -20533684.000000 Penalty: 6096.343750
	Iteration 39Q: 3 clusters Score -2.053368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -20533698.000000 Penalty: 6096.343750
	Iteration 40F: 3 clusters Score -2.05337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -20533692.000000 Penalty: 6096.343750
	Iteration 41Q: 3 clusters Score -2.053369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -20533726.000000 Penalty: 6096.343750
	Iteration 42Q: 3 clusters Score -2.053373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -20533710.000000 Penalty: 6096.343750
	Iteration 43Q: 3 clusters Score -2.053371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -20533682.000000 Penalty: 6096.343750
	Iteration 44Q: 3 clusters Score -2.053368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 162916 members 
Entering Unmasked Estep 
Score: -20533706.000000 Penalty: 6096.343750
	Iteration 45Q: 3 clusters Score -2.053371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -20533694.000000 Penalty: 6096.343750
	Iteration 46Q: 3 clusters Score -2.053369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -20533694.000000 Penalty: 6096.343750
	Iteration 47Q: 3 clusters Score -2.053369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 162909 members 
Entering Unmasked Estep 
Score: -20533700.000000 Penalty: 6096.343750
	Iteration 48Q: 3 clusters Score -2.05337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -20533702.000000 Penalty: 6096.343750
	Iteration 49Q: 3 clusters Score -2.05337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 162900 members 
Entering Unmasked Estep 
Score: -20533714.000000 Penalty: 6096.343750
	Iteration 50Q: 3 clusters Score -2.053371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 162898 members 
Entering Unmasked Estep 
Score: -20533702.000000 Penalty: 6096.343750
	Iteration 51Q: 3 clusters Score -2.05337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 162895 members 
Entering Unmasked Estep 
Score: -20533702.000000 Penalty: 6096.343750
	Iteration 52Q: 3 clusters Score -2.05337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 162890 members 
Entering Unmasked Estep 
Score: -20533692.000000 Penalty: 6096.343750
	Iteration 53Q: 3 clusters Score -2.053369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 162887 members 
Entering Unmasked Estep 
Score: -20533708.000000 Penalty: 6096.343750
	Iteration 54Q: 3 clusters Score -2.053371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 162887 members 
Entering Unmasked Estep 
Score: -20533708.000000 Penalty: 6096.343750
	Iteration 55F: 3 clusters Score -2.053371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Entering Unmasked Estep 
Score: -149813936.000000 Penalty: 92797.945312
Splitting cluster 9 changes total score from -149484112.000000 to -149813936.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -633478.187500 Penalty: 2249.826904
	Iteration 0F: 2 clusters Score -633478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -626657.125000 Penalty: 4499.653809
	Iteration 0F: 3 clusters Score -626657.1 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -629261.625000 Penalty: 4499.653809
	Iteration 1F: 3 clusters Score -629261.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -630406.687500 Penalty: 4499.653809
	Iteration 2F: 3 clusters Score -630406.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -631700.875000 Penalty: 4499.653809
	Iteration 3F: 3 clusters Score -631700.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -633006.437500 Penalty: 4499.653809
	Iteration 4F: 3 clusters Score -633006.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -633809.500000 Penalty: 4499.653809
	Iteration 5F: 3 clusters Score -633809.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -634291.187500 Penalty: 4499.653809
	Iteration 6F: 3 clusters Score -634291.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -634629.187500 Penalty: 4499.653809
	Iteration 7Q: 3 clusters Score -634629.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -635171.937500 Penalty: 4499.653809
	Iteration 8Q: 3 clusters Score -635171.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -636015.375000 Penalty: 4499.653809
	Iteration 9Q: 3 clusters Score -636015.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -636350.250000 Penalty: 4499.653809
	Iteration 10Q: 3 clusters Score -636350.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -636418.687500 Penalty: 4499.653809
	Iteration 11Q: 3 clusters Score -636418.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -636437.000000 Penalty: 4499.653809
	Iteration 12Q: 3 clusters Score -636437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -636446.125000 Penalty: 4499.653809
	Iteration 13Q: 3 clusters Score -636446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -636450.250000 Penalty: 4499.653809
	Iteration 14Q: 3 clusters Score -636450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -636454.687500 Penalty: 4499.653809
	Iteration 15Q: 3 clusters Score -636454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -636455.500000 Penalty: 4499.653809
	Iteration 16Q: 3 clusters Score -636455.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -636460.625000 Penalty: 4499.653809
	Iteration 17Q: 3 clusters Score -636460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -636465.812500 Penalty: 4499.653809
	Iteration 18Q: 3 clusters Score -636465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -636467.000000 Penalty: 4499.653809
	Iteration 19Q: 3 clusters Score -636467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -636472.250000 Penalty: 4499.653809
	Iteration 20F: 3 clusters Score -636472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -636472.375000 Penalty: 4499.653809
	Iteration 21Q: 3 clusters Score -636472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -636471.250000 Penalty: 4499.653809
	Iteration 22Q: 3 clusters Score -636471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -636471.250000 Penalty: 4499.653809
	Iteration 23F: 3 clusters Score -636471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 25863 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Entering Unmasked Estep 
Score: -149815792.000000 Penalty: 96367.093750
Splitting cluster 10 changes total score from -149484112.000000 to -149815792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (67114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67114 members 
Entering Unmasked Estep 
Score: -5394842.000000 Penalty: 2756.308838
	Iteration 0F: 2 clusters Score -5394842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5349778.000000 Penalty: 5512.617676
	Iteration 0F: 3 clusters Score -5349778 nChanged 31404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5367749.500000 Penalty: 5512.617676
	Iteration 1F: 3 clusters Score -5367750 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5369196.500000 Penalty: 5512.617676
	Iteration 2Q: 3 clusters Score -5369196 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5371729.000000 Penalty: 5512.617676
	Iteration 3F: 3 clusters Score -5371729 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -5376063.000000 Penalty: 5512.617676
	Iteration 4F: 3 clusters Score -5376063 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -5381538.000000 Penalty: 5512.617676
	Iteration 5F: 3 clusters Score -5381538 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -5385917.500000 Penalty: 5512.617676
	Iteration 6F: 3 clusters Score -5385918 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -5388284.000000 Penalty: 5512.617676
	Iteration 7F: 3 clusters Score -5388284 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5389315.500000 Penalty: 5512.617676
	Iteration 8Q: 3 clusters Score -5389316 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5389879.000000 Penalty: 5512.617676
	Iteration 9Q: 3 clusters Score -5389879 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5390305.000000 Penalty: 5512.617676
	Iteration 10Q: 3 clusters Score -5390305 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5390597.500000 Penalty: 5512.617676
	Iteration 11Q: 3 clusters Score -5390598 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5390804.000000 Penalty: 5512.617676
	Iteration 12Q: 3 clusters Score -5390804 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -5390987.000000 Penalty: 5512.617676
	Iteration 13Q: 3 clusters Score -5390987 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -5391126.000000 Penalty: 5512.617676
	Iteration 14Q: 3 clusters Score -5391126 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5391220.500000 Penalty: 5512.617676
	Iteration 15Q: 3 clusters Score -5391220 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5391323.500000 Penalty: 5512.617676
	Iteration 16Q: 3 clusters Score -5391324 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5391384.000000 Penalty: 5512.617676
	Iteration 17Q: 3 clusters Score -5391384 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5391440.500000 Penalty: 5512.617676
	Iteration 18Q: 3 clusters Score -5391440 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -5391506.000000 Penalty: 5512.617676
	Iteration 19Q: 3 clusters Score -5391506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -5391514.500000 Penalty: 5512.617676
	Iteration 20F: 3 clusters Score -5391514 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -5391548.500000 Penalty: 5512.617676
	Iteration 21Q: 3 clusters Score -5391548 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5391580.500000 Penalty: 5512.617676
	Iteration 22Q: 3 clusters Score -5391580 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5391604.500000 Penalty: 5512.617676
	Iteration 23Q: 3 clusters Score -5391604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -5391592.000000 Penalty: 5512.617676
	Iteration 24Q: 3 clusters Score -5391592 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -5391621.000000 Penalty: 5512.617676
	Iteration 25Q: 3 clusters Score -5391621 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5391646.500000 Penalty: 5512.617676
	Iteration 26Q: 3 clusters Score -5391646 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -5391680.000000 Penalty: 5512.617676
	Iteration 27Q: 3 clusters Score -5391680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5391691.000000 Penalty: 5512.617676
	Iteration 28Q: 3 clusters Score -5391691 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5391735.500000 Penalty: 5512.617676
	Iteration 29Q: 3 clusters Score -5391736 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -5391746.500000 Penalty: 5512.617676
	Iteration 30Q: 3 clusters Score -5391746 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5391742.000000 Penalty: 5512.617676
	Iteration 31Q: 3 clusters Score -5391742 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5391797.500000 Penalty: 5512.617676
	Iteration 32Q: 3 clusters Score -5391798 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5391857.000000 Penalty: 5512.617676
	Iteration 33Q: 3 clusters Score -5391857 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5391906.500000 Penalty: 5512.617676
	Iteration 34Q: 3 clusters Score -5391906 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -5391938.500000 Penalty: 5512.617676
	Iteration 35Q: 3 clusters Score -5391938 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -5391962.000000 Penalty: 5512.617676
	Iteration 36Q: 3 clusters Score -5391962 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -5392011.000000 Penalty: 5512.617676
	Iteration 37Q: 3 clusters Score -5392011 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5392066.500000 Penalty: 5512.617676
	Iteration 38Q: 3 clusters Score -5392066 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5392109.500000 Penalty: 5512.617676
	Iteration 39Q: 3 clusters Score -5392110 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5392173.500000 Penalty: 5512.617676
	Iteration 40F: 3 clusters Score -5392174 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5392253.500000 Penalty: 5512.617676
	Iteration 41Q: 3 clusters Score -5392254 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5392300.500000 Penalty: 5512.617676
	Iteration 42Q: 3 clusters Score -5392300 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5392364.500000 Penalty: 5512.617676
	Iteration 43Q: 3 clusters Score -5392364 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -5392410.500000 Penalty: 5512.617676
	Iteration 44Q: 3 clusters Score -5392410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5392452.500000 Penalty: 5512.617676
	Iteration 45Q: 3 clusters Score -5392452 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5392529.000000 Penalty: 5512.617676
	Iteration 46Q: 3 clusters Score -5392529 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5392606.500000 Penalty: 5512.617676
	Iteration 47Q: 3 clusters Score -5392606 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5392689.000000 Penalty: 5512.617676
	Iteration 48Q: 3 clusters Score -5392689 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5392775.000000 Penalty: 5512.617676
	Iteration 49Q: 3 clusters Score -5392775 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5392850.500000 Penalty: 5512.617676
	Iteration 50Q: 3 clusters Score -5392850 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5392898.000000 Penalty: 5512.617676
	Iteration 51Q: 3 clusters Score -5392898 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5392999.500000 Penalty: 5512.617676
	Iteration 52Q: 3 clusters Score -5393000 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5393058.000000 Penalty: 5512.617676
	Iteration 53Q: 3 clusters Score -5393058 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -5393088.000000 Penalty: 5512.617676
	Iteration 54Q: 3 clusters Score -5393088 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5393166.500000 Penalty: 5512.617676
	Iteration 55Q: 3 clusters Score -5393166 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5393228.500000 Penalty: 5512.617676
	Iteration 56Q: 3 clusters Score -5393228 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5393283.500000 Penalty: 5512.617676
	Iteration 57Q: 3 clusters Score -5393284 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5393323.500000 Penalty: 5512.617676
	Iteration 58Q: 3 clusters Score -5393324 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5393393.000000 Penalty: 5512.617676
	Iteration 59Q: 3 clusters Score -5393393 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5393471.000000 Penalty: 5512.617676
	Iteration 60F: 3 clusters Score -5393471 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5393547.000000 Penalty: 5512.617676
	Iteration 61Q: 3 clusters Score -5393547 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5393633.000000 Penalty: 5512.617676
	Iteration 62Q: 3 clusters Score -5393633 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5393705.000000 Penalty: 5512.617676
	Iteration 63Q: 3 clusters Score -5393705 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5393804.000000 Penalty: 5512.617676
	Iteration 64Q: 3 clusters Score -5393804 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5393891.500000 Penalty: 5512.617676
	Iteration 65Q: 3 clusters Score -5393892 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5393942.000000 Penalty: 5512.617676
	Iteration 66Q: 3 clusters Score -5393942 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5393984.500000 Penalty: 5512.617676
	Iteration 67Q: 3 clusters Score -5393984 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -5394050.000000 Penalty: 5512.617676
	Iteration 68Q: 3 clusters Score -5394050 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -5394089.500000 Penalty: 5512.617676
	Iteration 69Q: 3 clusters Score -5394090 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5394114.500000 Penalty: 5512.617676
	Iteration 70Q: 3 clusters Score -5394114 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -5394138.000000 Penalty: 5512.617676
	Iteration 71Q: 3 clusters Score -5394138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -5394167.500000 Penalty: 5512.617676
	Iteration 72Q: 3 clusters Score -5394168 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -5394161.000000 Penalty: 5512.617676
	Iteration 73Q: 3 clusters Score -5394161 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -5394200.500000 Penalty: 5512.617676
	Iteration 74Q: 3 clusters Score -5394200 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -5394218.500000 Penalty: 5512.617676
	Iteration 75Q: 3 clusters Score -5394218 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -5394225.500000 Penalty: 5512.617676
	Iteration 76Q: 3 clusters Score -5394226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5394254.000000 Penalty: 5512.617676
	Iteration 77Q: 3 clusters Score -5394254 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -5394276.500000 Penalty: 5512.617676
	Iteration 78Q: 3 clusters Score -5394276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5394281.500000 Penalty: 5512.617676
	Iteration 79Q: 3 clusters Score -5394282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -5394289.000000 Penalty: 5512.617676
	Iteration 80F: 3 clusters Score -5394289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -5394301.000000 Penalty: 5512.617676
	Iteration 81Q: 3 clusters Score -5394301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -5394298.000000 Penalty: 5512.617676
	Iteration 82Q: 3 clusters Score -5394298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -5394303.000000 Penalty: 5512.617676
	Iteration 83Q: 3 clusters Score -5394303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -5394310.500000 Penalty: 5512.617676
	Iteration 84Q: 3 clusters Score -5394310 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -5394335.000000 Penalty: 5512.617676
	Iteration 85Q: 3 clusters Score -5394335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -5394346.000000 Penalty: 5512.617676
	Iteration 86Q: 3 clusters Score -5394346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5394353.500000 Penalty: 5512.617676
	Iteration 87Q: 3 clusters Score -5394354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -5394361.000000 Penalty: 5512.617676
	Iteration 88Q: 3 clusters Score -5394361 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5394365.500000 Penalty: 5512.617676
	Iteration 89Q: 3 clusters Score -5394366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5394378.000000 Penalty: 5512.617676
	Iteration 90Q: 3 clusters Score -5394378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -5394399.000000 Penalty: 5512.617676
	Iteration 91Q: 3 clusters Score -5394399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -5394400.000000 Penalty: 5512.617676
	Iteration 92Q: 3 clusters Score -5394400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5394396.500000 Penalty: 5512.617676
	Iteration 93Q: 3 clusters Score -5394396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5394392.000000 Penalty: 5512.617676
	Iteration 94Q: 3 clusters Score -5394392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -5394418.000000 Penalty: 5512.617676
	Iteration 95Q: 3 clusters Score -5394418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5394420.000000 Penalty: 5512.617676
	Iteration 96Q: 3 clusters Score -5394420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -5394415.000000 Penalty: 5512.617676
	Iteration 97Q: 3 clusters Score -5394415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5394404.000000 Penalty: 5512.617676
	Iteration 98Q: 3 clusters Score -5394404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -5394413.500000 Penalty: 5512.617676
	Iteration 99Q: 3 clusters Score -5394414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5394416.500000 Penalty: 5512.617676
	Iteration 100F: 3 clusters Score -5394416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -5394427.500000 Penalty: 5512.617676
	Iteration 101Q: 3 clusters Score -5394428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -5394436.000000 Penalty: 5512.617676
	Iteration 102Q: 3 clusters Score -5394436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -5394428.500000 Penalty: 5512.617676
	Iteration 103Q: 3 clusters Score -5394428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5394427.500000 Penalty: 5512.617676
	Iteration 104Q: 3 clusters Score -5394428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -5394435.500000 Penalty: 5512.617676
	Iteration 105Q: 3 clusters Score -5394436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -5394428.500000 Penalty: 5512.617676
	Iteration 106Q: 3 clusters Score -5394428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -5394433.000000 Penalty: 5512.617676
	Iteration 107Q: 3 clusters Score -5394433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5394437.000000 Penalty: 5512.617676
	Iteration 108Q: 3 clusters Score -5394437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -5394444.500000 Penalty: 5512.617676
	Iteration 109Q: 3 clusters Score -5394444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5394445.500000 Penalty: 5512.617676
	Iteration 110Q: 3 clusters Score -5394446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -5394443.000000 Penalty: 5512.617676
	Iteration 111Q: 3 clusters Score -5394443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -5394456.500000 Penalty: 5512.617676
	Iteration 112Q: 3 clusters Score -5394456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -5394459.500000 Penalty: 5512.617676
	Iteration 113Q: 3 clusters Score -5394460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -5394460.000000 Penalty: 5512.617676
	Iteration 114Q: 3 clusters Score -5394460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5394459.000000 Penalty: 5512.617676
	Iteration 115Q: 3 clusters Score -5394459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -5394458.000000 Penalty: 5512.617676
	Iteration 116Q: 3 clusters Score -5394458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5394456.000000 Penalty: 5512.617676
	Iteration 117Q: 3 clusters Score -5394456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -5394445.000000 Penalty: 5512.617676
	Iteration 118Q: 3 clusters Score -5394445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -5394449.500000 Penalty: 5512.617676
	Iteration 119Q: 3 clusters Score -5394450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5394455.000000 Penalty: 5512.617676
	Iteration 120F: 3 clusters Score -5394455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5394461.000000 Penalty: 5512.617676
	Iteration 121Q: 3 clusters Score -5394461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5394457.000000 Penalty: 5512.617676
	Iteration 122Q: 3 clusters Score -5394457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -5394458.500000 Penalty: 5512.617676
	Iteration 123Q: 3 clusters Score -5394458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -5394461.000000 Penalty: 5512.617676
	Iteration 124Q: 3 clusters Score -5394461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -5394453.500000 Penalty: 5512.617676
	Iteration 125Q: 3 clusters Score -5394454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5394463.500000 Penalty: 5512.617676
	Iteration 126Q: 3 clusters Score -5394464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -5394469.000000 Penalty: 5512.617676
	Iteration 127Q: 3 clusters Score -5394469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5394475.000000 Penalty: 5512.617676
	Iteration 128Q: 3 clusters Score -5394475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5394475.000000 Penalty: 5512.617676
	Iteration 129Q: 3 clusters Score -5394475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -5394469.000000 Penalty: 5512.617676
	Iteration 130Q: 3 clusters Score -5394469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5394470.500000 Penalty: 5512.617676
	Iteration 131Q: 3 clusters Score -5394470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -5394475.000000 Penalty: 5512.617676
	Iteration 132Q: 3 clusters Score -5394475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5394478.000000 Penalty: 5512.617676
	Iteration 133Q: 3 clusters Score -5394478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5394475.000000 Penalty: 5512.617676
	Iteration 134Q: 3 clusters Score -5394475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -5394474.500000 Penalty: 5512.617676
	Iteration 135Q: 3 clusters Score -5394474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -5394485.500000 Penalty: 5512.617676
	Iteration 136Q: 3 clusters Score -5394486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5394480.500000 Penalty: 5512.617676
	Iteration 137Q: 3 clusters Score -5394480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -5394483.500000 Penalty: 5512.617676
	Iteration 138Q: 3 clusters Score -5394484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5394484.500000 Penalty: 5512.617676
	Iteration 139Q: 3 clusters Score -5394484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -5394483.500000 Penalty: 5512.617676
	Iteration 140F: 3 clusters Score -5394484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5394483.000000 Penalty: 5512.617676
	Iteration 141Q: 3 clusters Score -5394483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -5394484.500000 Penalty: 5512.617676
	Iteration 142Q: 3 clusters Score -5394484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5394489.500000 Penalty: 5512.617676
	Iteration 143Q: 3 clusters Score -5394490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5394482.500000 Penalty: 5512.617676
	Iteration 144Q: 3 clusters Score -5394482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5394488.500000 Penalty: 5512.617676
	Iteration 145Q: 3 clusters Score -5394488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5394484.500000 Penalty: 5512.617676
	Iteration 146Q: 3 clusters Score -5394484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -5394484.000000 Penalty: 5512.617676
	Iteration 147Q: 3 clusters Score -5394484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5394487.000000 Penalty: 5512.617676
	Iteration 148Q: 3 clusters Score -5394487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5394492.500000 Penalty: 5512.617676
	Iteration 149Q: 3 clusters Score -5394492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -5394485.000000 Penalty: 5512.617676
	Iteration 150Q: 3 clusters Score -5394485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5394488.000000 Penalty: 5512.617676
	Iteration 151Q: 3 clusters Score -5394488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -5394490.500000 Penalty: 5512.617676
	Iteration 152Q: 3 clusters Score -5394490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -5394492.000000 Penalty: 5512.617676
	Iteration 153Q: 3 clusters Score -5394492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -5394483.000000 Penalty: 5512.617676
	Iteration 154Q: 3 clusters Score -5394483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -5394488.000000 Penalty: 5512.617676
	Iteration 155Q: 3 clusters Score -5394488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -5394493.500000 Penalty: 5512.617676
	Iteration 156Q: 3 clusters Score -5394494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5394485.000000 Penalty: 5512.617676
	Iteration 157Q: 3 clusters Score -5394485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -5394489.000000 Penalty: 5512.617676
	Iteration 158Q: 3 clusters Score -5394489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5394489.500000 Penalty: 5512.617676
	Iteration 159Q: 3 clusters Score -5394490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -5394497.000000 Penalty: 5512.617676
	Iteration 160F: 3 clusters Score -5394497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -5394491.000000 Penalty: 5512.617676
	Iteration 161Q: 3 clusters Score -5394491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5394487.000000 Penalty: 5512.617676
	Iteration 162Q: 3 clusters Score -5394487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5394491.000000 Penalty: 5512.617676
	Iteration 163Q: 3 clusters Score -5394491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5394491.500000 Penalty: 5512.617676
	Iteration 164Q: 3 clusters Score -5394492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -5394489.000000 Penalty: 5512.617676
	Iteration 165Q: 3 clusters Score -5394489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -5394489.500000 Penalty: 5512.617676
	Iteration 166Q: 3 clusters Score -5394490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -5394489.500000 Penalty: 5512.617676
	Iteration 167F: 3 clusters Score -5394490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Entering Unmasked Estep 
Score: -1854967.625000 Penalty: 2519.820801
	Iteration 0F: 2 clusters Score -1854968 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 13022 members 
Entering Unmasked Estep 
Score: -1837259.375000 Penalty: 5039.641602
	Iteration 0F: 3 clusters Score -1837259 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1845196.000000 Penalty: 5039.641602
	Iteration 1F: 3 clusters Score -1845196 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1847043.625000 Penalty: 5039.641602
	Iteration 2F: 3 clusters Score -1847044 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1848930.375000 Penalty: 5039.641602
	Iteration 3F: 3 clusters Score -1848930 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1850864.750000 Penalty: 5039.641602
	Iteration 4F: 3 clusters Score -1850865 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1852829.750000 Penalty: 5039.641602
	Iteration 5F: 3 clusters Score -1852830 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1854920.125000 Penalty: 5039.641602
	Iteration 6F: 3 clusters Score -1854920 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1856796.250000 Penalty: 5039.641602
	Iteration 7F: 3 clusters Score -1856796 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1858323.125000 Penalty: 5039.641602
	Iteration 8Q: 3 clusters Score -1858323 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1859421.250000 Penalty: 5039.641602
	Iteration 9Q: 3 clusters Score -1859421 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1860201.750000 Penalty: 5039.641602
	Iteration 10Q: 3 clusters Score -1860202 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1860618.375000 Penalty: 5039.641602
	Iteration 11Q: 3 clusters Score -1860618 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1860827.250000 Penalty: 5039.641602
	Iteration 12Q: 3 clusters Score -1860827 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1860980.500000 Penalty: 5039.641602
	Iteration 13Q: 3 clusters Score -1860980 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1861115.250000 Penalty: 5039.641602
	Iteration 14Q: 3 clusters Score -1861115 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -1861235.625000 Penalty: 5039.641602
	Iteration 15Q: 3 clusters Score -1861236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1861349.750000 Penalty: 5039.641602
	Iteration 16Q: 3 clusters Score -1861350 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -1861486.875000 Penalty: 5039.641602
	Iteration 17Q: 3 clusters Score -1861487 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1861587.875000 Penalty: 5039.641602
	Iteration 18Q: 3 clusters Score -1861588 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1861712.500000 Penalty: 5039.641602
	Iteration 19Q: 3 clusters Score -1861712 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1861887.250000 Penalty: 5039.641602
	Iteration 20F: 3 clusters Score -1861887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -1862038.000000 Penalty: 5039.641602
	Iteration 21Q: 3 clusters Score -1862038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1862193.625000 Penalty: 5039.641602
	Iteration 22Q: 3 clusters Score -1862194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -1862392.250000 Penalty: 5039.641602
	Iteration 23Q: 3 clusters Score -1862392 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -1862662.000000 Penalty: 5039.641602
	Iteration 24Q: 3 clusters Score -1862662 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -1862944.000000 Penalty: 5039.641602
	Iteration 25Q: 3 clusters Score -1862944 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -1863282.625000 Penalty: 5039.641602
	Iteration 26Q: 3 clusters Score -1863283 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -1863706.000000 Penalty: 5039.641602
	Iteration 27Q: 3 clusters Score -1863706 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1864258.375000 Penalty: 5039.641602
	Iteration 28Q: 3 clusters Score -1864258 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -1864882.250000 Penalty: 5039.641602
	Iteration 29Q: 3 clusters Score -1864882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -1865715.000000 Penalty: 5039.641602
	Iteration 30Q: 3 clusters Score -1865715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -1866656.250000 Penalty: 5039.641602
	Iteration 31Q: 3 clusters Score -1866656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -1866920.375000 Penalty: 5039.641602
	Iteration 32Q: 3 clusters Score -1866920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -1866956.875000 Penalty: 5039.641602
	Iteration 33Q: 3 clusters Score -1866957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -1866966.375000 Penalty: 5039.641602
	Iteration 34Q: 3 clusters Score -1866966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1866972.000000 Penalty: 5039.641602
	Iteration 35Q: 3 clusters Score -1866972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1866999.750000 Penalty: 5039.641602
	Iteration 36F: 3 clusters Score -1867000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -1867008.875000 Penalty: 5039.641602
	Iteration 37Q: 3 clusters Score -1867009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -1867008.875000 Penalty: 5039.641602
	Iteration 38F: 3 clusters Score -1867009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 424025 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Entering Unmasked Estep 
Score: -149826592.000000 Penalty: 99936.250000
Splitting cluster 12 changes total score from -149484112.000000 to -149826592.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (424025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424025 members 
Entering Unmasked Estep 
Score: -43179536.000000 Penalty: 3213.471924
	Iteration 0F: 2 clusters Score -4.317954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211603 members 
Mstep: Class 2 contains 212422 members 
Entering Unmasked Estep 
Score: -43248964.000000 Penalty: 6426.943848
	Iteration 0F: 3 clusters Score -4.324896e+07 nChanged 206718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215721 members 
Mstep: Class 2 contains 208304 members 
Entering Unmasked Estep 
Score: -43390096.000000 Penalty: 6426.943848
	Iteration 1F: 3 clusters Score -4.33901e+07 nChanged 43678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207223 members 
Mstep: Class 2 contains 216802 members 
Entering Unmasked Estep 
Score: -43439872.000000 Penalty: 6426.943848
	Iteration 2F: 3 clusters Score -4.343987e+07 nChanged 55475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199144 members 
Mstep: Class 2 contains 224881 members 
Entering Unmasked Estep 
Score: -43517360.000000 Penalty: 6426.943848
	Iteration 3F: 3 clusters Score -4.351736e+07 nChanged 49440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195818 members 
Mstep: Class 2 contains 228207 members 
Entering Unmasked Estep 
Score: -43564392.000000 Penalty: 6426.943848
	Iteration 4F: 3 clusters Score -4.356439e+07 nChanged 28331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198493 members 
Mstep: Class 2 contains 225532 members 
Entering Unmasked Estep 
Score: -43580028.000000 Penalty: 6426.943848
	Iteration 5F: 3 clusters Score -4.358003e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201729 members 
Mstep: Class 2 contains 222296 members 
Entering Unmasked Estep 
Score: -43585676.000000 Penalty: 6426.943848
	Iteration 6Q: 3 clusters Score -4.358568e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204067 members 
Mstep: Class 2 contains 219958 members 
Entering Unmasked Estep 
Score: -43587944.000000 Penalty: 6426.943848
	Iteration 7Q: 3 clusters Score -4.358794e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205612 members 
Mstep: Class 2 contains 218413 members 
Entering Unmasked Estep 
Score: -43589376.000000 Penalty: 6426.943848
	Iteration 8Q: 3 clusters Score -4.358938e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206588 members 
Mstep: Class 2 contains 217437 members 
Entering Unmasked Estep 
Score: -43590216.000000 Penalty: 6426.943848
	Iteration 9Q: 3 clusters Score -4.359022e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207245 members 
Mstep: Class 2 contains 216780 members 
Entering Unmasked Estep 
Score: -43590236.000000 Penalty: 6426.943848
	Iteration 10Q: 3 clusters Score -4.359024e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207713 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -43590236.000000 Penalty: 6426.943848
	Iteration 11Q: 3 clusters Score -4.359024e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207992 members 
Mstep: Class 2 contains 216033 members 
Entering Unmasked Estep 
Score: -43590492.000000 Penalty: 6426.943848
	Iteration 12Q: 3 clusters Score -4.359049e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208145 members 
Mstep: Class 2 contains 215880 members 
Entering Unmasked Estep 
Score: -43590540.000000 Penalty: 6426.943848
	Iteration 13Q: 3 clusters Score -4.359054e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208223 members 
Mstep: Class 2 contains 215802 members 
Entering Unmasked Estep 
Score: -43590556.000000 Penalty: 6426.943848
	Iteration 14Q: 3 clusters Score -4.359056e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208250 members 
Mstep: Class 2 contains 215775 members 
Entering Unmasked Estep 
Score: -43590596.000000 Penalty: 6426.943848
	Iteration 15Q: 3 clusters Score -4.35906e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208261 members 
Mstep: Class 2 contains 215764 members 
Entering Unmasked Estep 
Score: -43590588.000000 Penalty: 6426.943848
	Iteration 16Q: 3 clusters Score -4.359059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208277 members 
Mstep: Class 2 contains 215748 members 
Entering Unmasked Estep 
Score: -43590544.000000 Penalty: 6426.943848
	Iteration 17Q: 3 clusters Score -4.359054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208298 members 
Mstep: Class 2 contains 215727 members 
Entering Unmasked Estep 
Score: -43590600.000000 Penalty: 6426.943848
	Iteration 18Q: 3 clusters Score -4.35906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208319 members 
Mstep: Class 2 contains 215706 members 
Entering Unmasked Estep 
Score: -43590572.000000 Penalty: 6426.943848
	Iteration 19Q: 3 clusters Score -4.359057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208332 members 
Mstep: Class 2 contains 215693 members 
Entering Unmasked Estep 
Score: -43590608.000000 Penalty: 6426.943848
	Iteration 20F: 3 clusters Score -4.359061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208334 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -43590604.000000 Penalty: 6426.943848
	Iteration 21Q: 3 clusters Score -4.35906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208337 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -43590596.000000 Penalty: 6426.943848
	Iteration 22Q: 3 clusters Score -4.35906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208342 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -43590588.000000 Penalty: 6426.943848
	Iteration 23Q: 3 clusters Score -4.359059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 215682 members 
Entering Unmasked Estep 
Score: -43590596.000000 Penalty: 6426.943848
	Iteration 24Q: 3 clusters Score -4.35906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 215682 members 
Entering Unmasked Estep 
Score: -43590584.000000 Penalty: 6426.943848
	Iteration 25Q: 3 clusters Score -4.359058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 215682 members 
Entering Unmasked Estep 
Score: -43590584.000000 Penalty: 6426.943848
	Iteration 26F: 3 clusters Score -4.359058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 11363 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 215682 members 
Entering Unmasked Estep 
Score: -150236672.000000 Penalty: 103505.398438
Splitting cluster 13 changes total score from -149484112.000000 to -150236672.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (11363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Entering Unmasked Estep 
Score: -1013652.000000 Penalty: 2315.853271
	Iteration 0F: 2 clusters Score -1013652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1005228.937500 Penalty: 4631.706543
	Iteration 0F: 3 clusters Score -1005229 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1009318.437500 Penalty: 4631.706543
	Iteration 1F: 3 clusters Score -1009318 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1012840.437500 Penalty: 4631.706543
	Iteration 2F: 3 clusters Score -1012840 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1016611.187500 Penalty: 4631.706543
	Iteration 3F: 3 clusters Score -1016611 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1018380.125000 Penalty: 4631.706543
	Iteration 4F: 3 clusters Score -1018380 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1018826.062500 Penalty: 4631.706543
	Iteration 5Q: 3 clusters Score -1018826 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1018957.437500 Penalty: 4631.706543
	Iteration 6Q: 3 clusters Score -1018957 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1019008.062500 Penalty: 4631.706543
	Iteration 7Q: 3 clusters Score -1019008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1019026.625000 Penalty: 4631.706543
	Iteration 8Q: 3 clusters Score -1019027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1019029.625000 Penalty: 4631.706543
	Iteration 9Q: 3 clusters Score -1019030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1019037.875000 Penalty: 4631.706543
	Iteration 10Q: 3 clusters Score -1019038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1019038.437500 Penalty: 4631.706543
	Iteration 11Q: 3 clusters Score -1019038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1019039.000000 Penalty: 4631.706543
	Iteration 12Q: 3 clusters Score -1019039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1019042.250000 Penalty: 4631.706543
	Iteration 13Q: 3 clusters Score -1019042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1019043.125000 Penalty: 4631.706543
	Iteration 14Q: 3 clusters Score -1019043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1019042.375000 Penalty: 4631.706543
	Iteration 15Q: 3 clusters Score -1019042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1019042.000000 Penalty: 4631.706543
	Iteration 16Q: 3 clusters Score -1019042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1019042.812500 Penalty: 4631.706543
	Iteration 17Q: 3 clusters Score -1019043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1019043.875000 Penalty: 4631.706543
	Iteration 18Q: 3 clusters Score -1019044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1019043.875000 Penalty: 4631.706543
	Iteration 19F: 3 clusters Score -1019044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 215682 members 
Mstep: Class 30 contains 3155 members 
Entering Unmasked Estep 
Score: -150241376.000000 Penalty: 107074.554688
Splitting cluster 14 changes total score from -149484112.000000 to -150241376.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (46467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Entering Unmasked Estep 
Score: -3650934.000000 Penalty: 2665.131592
	Iteration 0F: 2 clusters Score -3650934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3619767.000000 Penalty: 5330.263184
	Iteration 0F: 3 clusters Score -3619767 nChanged 21368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3631802.000000 Penalty: 5330.263184
	Iteration 1F: 3 clusters Score -3631802 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3632969.750000 Penalty: 5330.263184
	Iteration 2F: 3 clusters Score -3632970 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3634712.750000 Penalty: 5330.263184
	Iteration 3F: 3 clusters Score -3634713 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3637181.750000 Penalty: 5330.263184
	Iteration 4F: 3 clusters Score -3637182 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3639968.250000 Penalty: 5330.263184
	Iteration 5F: 3 clusters Score -3639968 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3642282.250000 Penalty: 5330.263184
	Iteration 6F: 3 clusters Score -3642282 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3643844.000000 Penalty: 5330.263184
	Iteration 7F: 3 clusters Score -3643844 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3644845.250000 Penalty: 5330.263184
	Iteration 8Q: 3 clusters Score -3644845 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3645583.750000 Penalty: 5330.263184
	Iteration 9Q: 3 clusters Score -3645584 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3646165.750000 Penalty: 5330.263184
	Iteration 10Q: 3 clusters Score -3646166 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3646680.750000 Penalty: 5330.263184
	Iteration 11Q: 3 clusters Score -3646681 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3647226.000000 Penalty: 5330.263184
	Iteration 12Q: 3 clusters Score -3647226 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3647711.500000 Penalty: 5330.263184
	Iteration 13Q: 3 clusters Score -3647712 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3648108.500000 Penalty: 5330.263184
	Iteration 14Q: 3 clusters Score -3648108 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3648395.500000 Penalty: 5330.263184
	Iteration 15Q: 3 clusters Score -3648396 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3648603.750000 Penalty: 5330.263184
	Iteration 16Q: 3 clusters Score -3648604 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3648783.000000 Penalty: 5330.263184
	Iteration 17Q: 3 clusters Score -3648783 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3648895.500000 Penalty: 5330.263184
	Iteration 18Q: 3 clusters Score -3648896 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3649004.000000 Penalty: 5330.263184
	Iteration 19Q: 3 clusters Score -3649004 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3649111.750000 Penalty: 5330.263184
	Iteration 20F: 3 clusters Score -3649112 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3649214.500000 Penalty: 5330.263184
	Iteration 21Q: 3 clusters Score -3649214 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3649289.750000 Penalty: 5330.263184
	Iteration 22Q: 3 clusters Score -3649290 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3649356.000000 Penalty: 5330.263184
	Iteration 23Q: 3 clusters Score -3649356 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3649423.500000 Penalty: 5330.263184
	Iteration 24Q: 3 clusters Score -3649424 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3649465.000000 Penalty: 5330.263184
	Iteration 25Q: 3 clusters Score -3649465 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3649521.250000 Penalty: 5330.263184
	Iteration 26Q: 3 clusters Score -3649521 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3649577.000000 Penalty: 5330.263184
	Iteration 27Q: 3 clusters Score -3649577 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3649629.000000 Penalty: 5330.263184
	Iteration 28Q: 3 clusters Score -3649629 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3649669.000000 Penalty: 5330.263184
	Iteration 29Q: 3 clusters Score -3649669 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3649720.500000 Penalty: 5330.263184
	Iteration 30Q: 3 clusters Score -3649720 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3649780.000000 Penalty: 5330.263184
	Iteration 31Q: 3 clusters Score -3649780 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3649850.500000 Penalty: 5330.263184
	Iteration 32Q: 3 clusters Score -3649850 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3649924.250000 Penalty: 5330.263184
	Iteration 33Q: 3 clusters Score -3649924 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3650006.750000 Penalty: 5330.263184
	Iteration 34Q: 3 clusters Score -3650007 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3650097.250000 Penalty: 5330.263184
	Iteration 35Q: 3 clusters Score -3650097 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3650238.750000 Penalty: 5330.263184
	Iteration 36Q: 3 clusters Score -3650239 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3650416.250000 Penalty: 5330.263184
	Iteration 37Q: 3 clusters Score -3650416 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3650664.750000 Penalty: 5330.263184
	Iteration 38Q: 3 clusters Score -3650665 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3650970.750000 Penalty: 5330.263184
	Iteration 39Q: 3 clusters Score -3650971 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3651390.750000 Penalty: 5330.263184
	Iteration 40F: 3 clusters Score -3651391 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3651951.500000 Penalty: 5330.263184
	Iteration 41Q: 3 clusters Score -3651952 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3652543.500000 Penalty: 5330.263184
	Iteration 42Q: 3 clusters Score -3652544 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3652996.250000 Penalty: 5330.263184
	Iteration 43Q: 3 clusters Score -3652996 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3653394.750000 Penalty: 5330.263184
	Iteration 44Q: 3 clusters Score -3653395 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3653673.000000 Penalty: 5330.263184
	Iteration 45Q: 3 clusters Score -3653673 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3653920.750000 Penalty: 5330.263184
	Iteration 46Q: 3 clusters Score -3653921 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3654098.750000 Penalty: 5330.263184
	Iteration 47Q: 3 clusters Score -3654099 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3654221.750000 Penalty: 5330.263184
	Iteration 48Q: 3 clusters Score -3654222 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3654363.750000 Penalty: 5330.263184
	Iteration 49Q: 3 clusters Score -3654364 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3654499.250000 Penalty: 5330.263184
	Iteration 50Q: 3 clusters Score -3654499 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3654647.250000 Penalty: 5330.263184
	Iteration 51Q: 3 clusters Score -3654647 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3654770.500000 Penalty: 5330.263184
	Iteration 52Q: 3 clusters Score -3654770 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3654826.500000 Penalty: 5330.263184
	Iteration 53Q: 3 clusters Score -3654826 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3654889.500000 Penalty: 5330.263184
	Iteration 54Q: 3 clusters Score -3654890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3654912.500000 Penalty: 5330.263184
	Iteration 55Q: 3 clusters Score -3654912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3654951.000000 Penalty: 5330.263184
	Iteration 56Q: 3 clusters Score -3654951 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3654975.500000 Penalty: 5330.263184
	Iteration 57Q: 3 clusters Score -3654976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3654998.500000 Penalty: 5330.263184
	Iteration 58Q: 3 clusters Score -3654998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3655015.750000 Penalty: 5330.263184
	Iteration 59Q: 3 clusters Score -3655016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3655037.750000 Penalty: 5330.263184
	Iteration 60F: 3 clusters Score -3655038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3655055.000000 Penalty: 5330.263184
	Iteration 61Q: 3 clusters Score -3655055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3655065.500000 Penalty: 5330.263184
	Iteration 62Q: 3 clusters Score -3655066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3655065.000000 Penalty: 5330.263184
	Iteration 63Q: 3 clusters Score -3655065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3655058.750000 Penalty: 5330.263184
	Iteration 64Q: 3 clusters Score -3655059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3655060.250000 Penalty: 5330.263184
	Iteration 65Q: 3 clusters Score -3655060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3655066.750000 Penalty: 5330.263184
	Iteration 66Q: 3 clusters Score -3655067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3655072.000000 Penalty: 5330.263184
	Iteration 67Q: 3 clusters Score -3655072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3655066.750000 Penalty: 5330.263184
	Iteration 68Q: 3 clusters Score -3655067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3655072.000000 Penalty: 5330.263184
	Iteration 69Q: 3 clusters Score -3655072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3655070.000000 Penalty: 5330.263184
	Iteration 70Q: 3 clusters Score -3655070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3655071.750000 Penalty: 5330.263184
	Iteration 71Q: 3 clusters Score -3655072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3655066.500000 Penalty: 5330.263184
	Iteration 72Q: 3 clusters Score -3655066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3655070.500000 Penalty: 5330.263184
	Iteration 73Q: 3 clusters Score -3655070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3655075.250000 Penalty: 5330.263184
	Iteration 74Q: 3 clusters Score -3655075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3655071.250000 Penalty: 5330.263184
	Iteration 75Q: 3 clusters Score -3655071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3655072.500000 Penalty: 5330.263184
	Iteration 76Q: 3 clusters Score -3655072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -3655075.750000 Penalty: 5330.263184
	Iteration 77Q: 3 clusters Score -3655076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3655075.000000 Penalty: 5330.263184
	Iteration 78Q: 3 clusters Score -3655075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3655073.250000 Penalty: 5330.263184
	Iteration 79Q: 3 clusters Score -3655073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3655073.250000 Penalty: 5330.263184
	Iteration 80F: 3 clusters Score -3655073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 215682 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 30401 members 
Entering Unmasked Estep 
Score: -150244400.000000 Penalty: 110643.703125
Splitting cluster 15 changes total score from -149484112.000000 to -150244400.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (27816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Entering Unmasked Estep 
Score: -2158240.500000 Penalty: 2537.875000
	Iteration 0F: 2 clusters Score -2158240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2139159.500000 Penalty: 5075.750000
	Iteration 0F: 3 clusters Score -2139160 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2146511.250000 Penalty: 5075.750000
	Iteration 1F: 3 clusters Score -2146511 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2148894 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2154207.250000 Penalty: 5075.750000
	Iteration 3F: 3 clusters Score -2154207 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2158881.500000 Penalty: 5075.750000
	Iteration 4F: 3 clusters Score -2158882 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2160792.500000 Penalty: 5075.750000
	Iteration 5F: 3 clusters Score -2160792 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2162035.000000 Penalty: 5075.750000
	Iteration 6F: 3 clusters Score -2162035 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2163023.250000 Penalty: 5075.750000
	Iteration 7Q: 3 clusters Score -2163023 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2163871.500000 Penalty: 5075.750000
	Iteration 8Q: 3 clusters Score -2163872 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2164987.000000 Penalty: 5075.750000
	Iteration 9Q: 3 clusters Score -2164987 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2166572.750000 Penalty: 5075.750000
	Iteration 10Q: 3 clusters Score -2166573 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2168400.000000 Penalty: 5075.750000
	Iteration 11Q: 3 clusters Score -2168400 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2169359.250000 Penalty: 5075.750000
	Iteration 12Q: 3 clusters Score -2169359 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2170011.750000 Penalty: 5075.750000
	Iteration 13Q: 3 clusters Score -2170012 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2170525.250000 Penalty: 5075.750000
	Iteration 14Q: 3 clusters Score -2170525 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2170845.250000 Penalty: 5075.750000
	Iteration 15Q: 3 clusters Score -2170845 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2171079.250000 Penalty: 5075.750000
	Iteration 16Q: 3 clusters Score -2171079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2171252.750000 Penalty: 5075.750000
	Iteration 17Q: 3 clusters Score -2171253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2171357.000000 Penalty: 5075.750000
	Iteration 18Q: 3 clusters Score -2171357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2171425.500000 Penalty: 5075.750000
	Iteration 19Q: 3 clusters Score -2171426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2171925.250000 Penalty: 5075.750000
	Iteration 20F: 3 clusters Score -2171925 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2172795.250000 Penalty: 5075.750000
	Iteration 21Q: 3 clusters Score -2172795 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2174154.750000 Penalty: 5075.750000
	Iteration 22Q: 3 clusters Score -2174155 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2175800.500000 Penalty: 5075.750000
	Iteration 23Q: 3 clusters Score -2175800 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2177028.250000 Penalty: 5075.750000
	Iteration 24Q: 3 clusters Score -2177028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2178118.000000 Penalty: 5075.750000
	Iteration 25Q: 3 clusters Score -2178118 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2179568.250000 Penalty: 5075.750000
	Iteration 26Q: 3 clusters Score -2179568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2181624.000000 Penalty: 5075.750000
	Iteration 27Q: 3 clusters Score -2181624 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2184427.250000 Penalty: 5075.750000
	Iteration 28Q: 3 clusters Score -2184427 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2186546.750000 Penalty: 5075.750000
	Iteration 29Q: 3 clusters Score -2186547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2186796.750000 Penalty: 5075.750000
	Iteration 30Q: 3 clusters Score -2186797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2186811.500000 Penalty: 5075.750000
	Iteration 31Q: 3 clusters Score -2186812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2186813.000000 Penalty: 5075.750000
	Iteration 32Q: 3 clusters Score -2186813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2186813.500000 Penalty: 5075.750000
	Iteration 33F: 3 clusters Score -2186814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2186813.000000 Penalty: 5075.750000
	Iteration 34Q: 3 clusters Score -2186813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2186813.000000 Penalty: 5075.750000
	Iteration 35F: 3 clusters Score -2186813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 10358 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 215682 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 30401 members 
Mstep: Class 32 contains 18115 members 
Entering Unmasked Estep 
Score: -150265920.000000 Penalty: 114212.851562
Splitting cluster 16 changes total score from -149484112.000000 to -150265920.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (184672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184672 members 
Entering Unmasked Estep 
Score: -15069451.000000 Penalty: 3007.331543
	Iteration 0F: 2 clusters Score -1.506945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -14946162.000000 Penalty: 6014.663086
	Iteration 0F: 3 clusters Score -1.494616e+07 nChanged 88434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -14997960.000000 Penalty: 6014.663086
	Iteration 1F: 3 clusters Score -1.499796e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 85895 members 
Entering Unmasked Estep 
Score: -15000257.000000 Penalty: 6014.663086
	Iteration 2Q: 3 clusters Score -1.500026e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -15004042.000000 Penalty: 6014.663086
	Iteration 3Q: 3 clusters Score -1.500404e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -15010512.000000 Penalty: 6014.663086
	Iteration 4F: 3 clusters Score -1.501051e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -15019057.000000 Penalty: 6014.663086
	Iteration 5F: 3 clusters Score -1.501906e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128434 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -15028029.000000 Penalty: 6014.663086
	Iteration 6F: 3 clusters Score -1.502803e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -15036534.000000 Penalty: 6014.663086
	Iteration 7F: 3 clusters Score -1.503653e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -15043466.000000 Penalty: 6014.663086
	Iteration 8F: 3 clusters Score -1.504347e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -15048444.000000 Penalty: 6014.663086
	Iteration 9Q: 3 clusters Score -1.504844e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -15052442.000000 Penalty: 6014.663086
	Iteration 10Q: 3 clusters Score -1.505244e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -15055589.000000 Penalty: 6014.663086
	Iteration 11Q: 3 clusters Score -1.505559e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -15058244.000000 Penalty: 6014.663086
	Iteration 12Q: 3 clusters Score -1.505824e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -15060710.000000 Penalty: 6014.663086
	Iteration 13Q: 3 clusters Score -1.506071e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -15062844.000000 Penalty: 6014.663086
	Iteration 14Q: 3 clusters Score -1.506284e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180750 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -15064370.000000 Penalty: 6014.663086
	Iteration 15Q: 3 clusters Score -1.506437e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -15065376.000000 Penalty: 6014.663086
	Iteration 16Q: 3 clusters Score -1.506538e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15065962.000000 Penalty: 6014.663086
	Iteration 17Q: 3 clusters Score -1.506596e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183500 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15066245.000000 Penalty: 6014.663086
	Iteration 18Q: 3 clusters Score -1.506624e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183747 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -15066416.000000 Penalty: 6014.663086
	Iteration 19Q: 3 clusters Score -1.506642e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15066525.000000 Penalty: 6014.663086
	Iteration 20F: 3 clusters Score -1.506652e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -15066610.000000 Penalty: 6014.663086
	Iteration 21Q: 3 clusters Score -1.506661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183996 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15066654.000000 Penalty: 6014.663086
	Iteration 22Q: 3 clusters Score -1.506665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184030 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15066711.000000 Penalty: 6014.663086
	Iteration 23Q: 3 clusters Score -1.506671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -15066759.000000 Penalty: 6014.663086
	Iteration 24Q: 3 clusters Score -1.506676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -15066765.000000 Penalty: 6014.663086
	Iteration 25Q: 3 clusters Score -1.506676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184090 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15066779.000000 Penalty: 6014.663086
	Iteration 26Q: 3 clusters Score -1.506678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184099 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15066785.000000 Penalty: 6014.663086
	Iteration 27Q: 3 clusters Score -1.506678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15066793.000000 Penalty: 6014.663086
	Iteration 28Q: 3 clusters Score -1.506679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184107 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15066794.000000 Penalty: 6014.663086
	Iteration 29Q: 3 clusters Score -1.506679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15066810.000000 Penalty: 6014.663086
	Iteration 30Q: 3 clusters Score -1.506681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184118 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -15066812.000000 Penalty: 6014.663086
	Iteration 31Q: 3 clusters Score -1.506681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -15066825.000000 Penalty: 6014.663086
	Iteration 32Q: 3 clusters Score -1.506682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -15066825.000000 Penalty: 6014.663086
	Iteration 33Q: 3 clusters Score -1.506682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15066830.000000 Penalty: 6014.663086
	Iteration 34Q: 3 clusters Score -1.506683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15066839.000000 Penalty: 6014.663086
	Iteration 35Q: 3 clusters Score -1.506684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15066831.000000 Penalty: 6014.663086
	Iteration 36Q: 3 clusters Score -1.506683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15066832.000000 Penalty: 6014.663086
	Iteration 37Q: 3 clusters Score -1.506683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15066833.000000 Penalty: 6014.663086
	Iteration 38Q: 3 clusters Score -1.506683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15066830.000000 Penalty: 6014.663086
	Iteration 39Q: 3 clusters Score -1.506683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15066830.000000 Penalty: 6014.663086
	Iteration 40F: 3 clusters Score -1.506683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Entering Unmasked Estep 
Score: -768615.687500 Penalty: 2292.887695
	Iteration 0F: 2 clusters Score -768615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -761209.562500 Penalty: 4585.775391
	Iteration 0F: 3 clusters Score -761209.6 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -766850.625000 Penalty: 4585.775391
	Iteration 1F: 3 clusters Score -766850.6 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -771651.312500 Penalty: 4585.775391
	Iteration 2F: 3 clusters Score -771651.3 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -779128.437500 Penalty: 4585.775391
	Iteration 3F: 3 clusters Score -779128.4 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -787434.562500 Penalty: 4585.775391
	Iteration 4F: 3 clusters Score -787434.6 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -796687.937500 Penalty: 4585.775391
	Iteration 5F: 3 clusters Score -796687.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -808101.937500 Penalty: 4585.775391
	Iteration 6F: 3 clusters Score -808101.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -816326.625000 Penalty: 4585.775391
	Iteration 7Q: 3 clusters Score -816326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -816876.187500 Penalty: 4585.775391
	Iteration 8Q: 3 clusters Score -816876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -816890.187500 Penalty: 4585.775391
	Iteration 9Q: 3 clusters Score -816890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -816894.562500 Penalty: 4585.775391
	Iteration 10Q: 3 clusters Score -816894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -816897.625000 Penalty: 4585.775391
	Iteration 11Q: 3 clusters Score -816897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -816900.000000 Penalty: 4585.775391
	Iteration 12F: 3 clusters Score -816900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -816902.875000 Penalty: 4585.775391
	Iteration 13Q: 3 clusters Score -816902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -816909.062500 Penalty: 4585.775391
	Iteration 14Q: 3 clusters Score -816909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -816911.375000 Penalty: 4585.775391
	Iteration 15Q: 3 clusters Score -816911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -816911.375000 Penalty: 4585.775391
	Iteration 16F: 3 clusters Score -816911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 63140 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 215682 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 30401 members 
Mstep: Class 32 contains 18115 members 
Mstep: Class 33 contains 8041 members 
Entering Unmasked Estep 
Score: -150315280.000000 Penalty: 117782.007812
Splitting cluster 18 changes total score from -149484112.000000 to -150315280.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (63140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Entering Unmasked Estep 
Score: -4882232.000000 Penalty: 2741.171387
	Iteration 0F: 2 clusters Score -4882232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -4839824.500000 Penalty: 5482.342773
	Iteration 0F: 3 clusters Score -4839824 nChanged 29395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4857165.000000 Penalty: 5482.342773
	Iteration 1F: 3 clusters Score -4857165 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4860080.500000 Penalty: 5482.342773
	Iteration 2F: 3 clusters Score -4860080 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -4865098.500000 Penalty: 5482.342773
	Iteration 3F: 3 clusters Score -4865098 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -4871189.000000 Penalty: 5482.342773
	Iteration 4F: 3 clusters Score -4871189 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4875953.000000 Penalty: 5482.342773
	Iteration 5F: 3 clusters Score -4875953 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4878635.000000 Penalty: 5482.342773
	Iteration 6F: 3 clusters Score -4878635 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4880059.500000 Penalty: 5482.342773
	Iteration 7Q: 3 clusters Score -4880060 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4881029.500000 Penalty: 5482.342773
	Iteration 8Q: 3 clusters Score -4881030 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4881922.500000 Penalty: 5482.342773
	Iteration 9Q: 3 clusters Score -4881922 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4882724.500000 Penalty: 5482.342773
	Iteration 10Q: 3 clusters Score -4882724 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4883537.000000 Penalty: 5482.342773
	Iteration 11Q: 3 clusters Score -4883537 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4884302.000000 Penalty: 5482.342773
	Iteration 12Q: 3 clusters Score -4884302 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4884882.000000 Penalty: 5482.342773
	Iteration 13Q: 3 clusters Score -4884882 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4885386.000000 Penalty: 5482.342773
	Iteration 14Q: 3 clusters Score -4885386 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4885892.500000 Penalty: 5482.342773
	Iteration 15Q: 3 clusters Score -4885892 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4886430.000000 Penalty: 5482.342773
	Iteration 16Q: 3 clusters Score -4886430 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4886952.500000 Penalty: 5482.342773
	Iteration 17Q: 3 clusters Score -4886952 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4887373.000000 Penalty: 5482.342773
	Iteration 18Q: 3 clusters Score -4887373 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4887631.000000 Penalty: 5482.342773
	Iteration 19Q: 3 clusters Score -4887631 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4887809.000000 Penalty: 5482.342773
	Iteration 20F: 3 clusters Score -4887809 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4887898.500000 Penalty: 5482.342773
	Iteration 21Q: 3 clusters Score -4887898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4887928.500000 Penalty: 5482.342773
	Iteration 22Q: 3 clusters Score -4887928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4887935.000000 Penalty: 5482.342773
	Iteration 23Q: 3 clusters Score -4887935 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4887935.000000 Penalty: 5482.342773
	Iteration 24Q: 3 clusters Score -4887935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4887927.500000 Penalty: 5482.342773
	Iteration 25Q: 3 clusters Score -4887928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4887952.500000 Penalty: 5482.342773
	Iteration 26Q: 3 clusters Score -4887952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4887933.000000 Penalty: 5482.342773
	Iteration 27Q: 3 clusters Score -4887933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4887933.500000 Penalty: 5482.342773
	Iteration 28Q: 3 clusters Score -4887934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4887935.000000 Penalty: 5482.342773
	Iteration 29Q: 3 clusters Score -4887935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4887936.500000 Penalty: 5482.342773
	Iteration 30Q: 3 clusters Score -4887936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4887933.500000 Penalty: 5482.342773
	Iteration 31Q: 3 clusters Score -4887934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4887939.000000 Penalty: 5482.342773
	Iteration 32Q: 3 clusters Score -4887939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4887939.500000 Penalty: 5482.342773
	Iteration 33Q: 3 clusters Score -4887940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4887939.500000 Penalty: 5482.342773
	Iteration 34F: 3 clusters Score -4887940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 47190 members 
Mstep: Class 21 contains 139879 members 
Mstep: Class 22 contains 52287 members 
Mstep: Class 23 contains 174555 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2172 members 
Mstep: Class 26 contains 162887 members 
Mstep: Class 27 contains 6601 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 215682 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 30401 members 
Mstep: Class 32 contains 18115 members 
Mstep: Class 33 contains 8041 members 
Mstep: Class 34 contains 15950 members 
Entering Unmasked Estep 
Score: -150319056.000000 Penalty: 121351.156250
Splitting cluster 20 changes total score from -149484112.000000 to -150319056.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 73680 members 
Mstep: Class 6 contains 169417 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 11333 members 
Mstep: Class 9 contains 54844 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 67114 members 
Mstep: Class 12 contains 543 members 
Mstep: Class 13 contains 208343 members 
Mstep: Class 14 contains 8208 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 184672 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 20 contains 47190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150368544.000000 Penalty: 121351.156250
Iteration 39Q: 35 clusters Score -1.503685e+08 nChanged 44961
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9905 members 
Mstep: Class 3 contains 15766 members 
Mstep: Class 4 contains 73306 members 
Mstep: Class 5 contains 6876 members 
Mstep: Class 6 contains 167292 members 
Mstep: Class 7 contains 18768 members 
Mstep: Class 8 contains 11221 members 
Mstep: Class 9 contains 57148 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 68401 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 222712 members 
Mstep: Class 14 contains 9705 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 10696 members 
Mstep: Class 17 contains 185070 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 50770 members 
Mstep: Class 21 contains 140258 members 
Mstep: Class 22 contains 51420 members 
Mstep: Class 23 contains 171726 members 
Mstep: Class 24 contains 7816 members 
Mstep: Class 25 contains 2220 members 
Mstep: Class 26 contains 145220 members 
Mstep: Class 27 contains 6577 members 
Mstep: Class 28 contains 24310 members 
Mstep: Class 29 contains 215069 members 
Mstep: Class 30 contains 3525 members 
Mstep: Class 31 contains 29508 members 
Mstep: Class 32 contains 18396 members 
Mstep: Class 33 contains 7752 members 
Mstep: Class 34 contains 15515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150408304.000000 Penalty: 121351.156250
Iteration 40F: 35 clusters Score -1.504083e+08 nChanged 51435
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 15965 members 
Mstep: Class 4 contains 73000 members 
Mstep: Class 5 contains 7190 members 
Mstep: Class 6 contains 164832 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 10957 members 
Mstep: Class 9 contains 54075 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 66217 members 
Mstep: Class 12 contains 1388 members 
Mstep: Class 13 contains 213962 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 15982 members 
Mstep: Class 16 contains 11199 members 
Mstep: Class 17 contains 183906 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 5920 members 
Mstep: Class 20 contains 51467 members 
Mstep: Class 21 contains 142588 members 
Mstep: Class 22 contains 51057 members 
Mstep: Class 23 contains 172385 members 
Mstep: Class 24 contains 8130 members 
Mstep: Class 25 contains 2425 members 
Mstep: Class 26 contains 149860 members 
Mstep: Class 27 contains 6608 members 
Mstep: Class 28 contains 25147 members 
Mstep: Class 29 contains 220420 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 29826 members 
Mstep: Class 32 contains 18541 members 
Mstep: Class 33 contains 7697 members 
Mstep: Class 34 contains 15942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150425840.000000 Penalty: 121351.156250
Iteration 41Q: 35 clusters Score -1.504258e+08 nChanged 27219
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 16210 members 
Mstep: Class 4 contains 72859 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 163671 members 
Mstep: Class 7 contains 17400 members 
Mstep: Class 8 contains 10771 members 
Mstep: Class 9 contains 52959 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 64670 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 206585 members 
Mstep: Class 14 contains 10402 members 
Mstep: Class 15 contains 15983 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 182958 members 
Mstep: Class 18 contains 4583 members 
Mstep: Class 19 contains 5931 members 
Mstep: Class 20 contains 51784 members 
Mstep: Class 21 contains 143925 members 
Mstep: Class 22 contains 50861 members 
Mstep: Class 23 contains 172890 members 
Mstep: Class 24 contains 8294 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 156543 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 25833 members 
Mstep: Class 29 contains 221193 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 29785 members 
Mstep: Class 32 contains 18623 members 
Mstep: Class 33 contains 7681 members 
Mstep: Class 34 contains 16418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150436176.000000 Penalty: 121351.156250
Iteration 42Q: 35 clusters Score -1.504362e+08 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9782 members 
Mstep: Class 3 contains 16445 members 
Mstep: Class 4 contains 72793 members 
Mstep: Class 5 contains 7338 members 
Mstep: Class 6 contains 162933 members 
Mstep: Class 7 contains 17187 members 
Mstep: Class 8 contains 10676 members 
Mstep: Class 9 contains 52357 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 63352 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 200141 members 
Mstep: Class 14 contains 10635 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 11741 members 
Mstep: Class 17 contains 182128 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 51887 members 
Mstep: Class 21 contains 144771 members 
Mstep: Class 22 contains 50745 members 
Mstep: Class 23 contains 173453 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 163450 members 
Mstep: Class 27 contains 6695 members 
Mstep: Class 28 contains 26442 members 
Mstep: Class 29 contains 220654 members 
Mstep: Class 30 contains 3959 members 
Mstep: Class 31 contains 29664 members 
Mstep: Class 32 contains 18676 members 
Mstep: Class 33 contains 7674 members 
Mstep: Class 34 contains 16883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150444576.000000 Penalty: 121351.156250
Iteration 43Q: 35 clusters Score -1.504446e+08 nChanged 18874
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9780 members 
Mstep: Class 3 contains 16679 members 
Mstep: Class 4 contains 72748 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 162399 members 
Mstep: Class 7 contains 17031 members 
Mstep: Class 8 contains 10611 members 
Mstep: Class 9 contains 51950 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 62209 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 194531 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 16024 members 
Mstep: Class 16 contains 11914 members 
Mstep: Class 17 contains 181427 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 5929 members 
Mstep: Class 20 contains 51932 members 
Mstep: Class 21 contains 145383 members 
Mstep: Class 22 contains 50664 members 
Mstep: Class 23 contains 173991 members 
Mstep: Class 24 contains 8557 members 
Mstep: Class 25 contains 2412 members 
Mstep: Class 26 contains 170153 members 
Mstep: Class 27 contains 6721 members 
Mstep: Class 28 contains 26919 members 
Mstep: Class 29 contains 219482 members 
Mstep: Class 30 contains 3922 members 
Mstep: Class 31 contains 29523 members 
Mstep: Class 32 contains 18713 members 
Mstep: Class 33 contains 7672 members 
Mstep: Class 34 contains 17282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150452224.000000 Penalty: 121351.156250
Iteration 44Q: 35 clusters Score -1.504522e+08 nChanged 16980
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 16889 members 
Mstep: Class 4 contains 72732 members 
Mstep: Class 5 contains 7357 members 
Mstep: Class 6 contains 162013 members 
Mstep: Class 7 contains 16969 members 
Mstep: Class 8 contains 10568 members 
Mstep: Class 9 contains 51629 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 61223 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 189437 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 16037 members 
Mstep: Class 16 contains 12055 members 
Mstep: Class 17 contains 180782 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 19 contains 5928 members 
Mstep: Class 20 contains 51950 members 
Mstep: Class 21 contains 145857 members 
Mstep: Class 22 contains 50598 members 
Mstep: Class 23 contains 174449 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 176684 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 27350 members 
Mstep: Class 29 contains 218029 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 29421 members 
Mstep: Class 32 contains 18730 members 
Mstep: Class 33 contains 7669 members 
Mstep: Class 34 contains 17562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150459664.000000 Penalty: 121351.156250
Iteration 45Q: 35 clusters Score -1.504597e+08 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 17075 members 
Mstep: Class 4 contains 72694 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 161741 members 
Mstep: Class 7 contains 16945 members 
Mstep: Class 8 contains 10548 members 
Mstep: Class 9 contains 51370 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 11 contains 60359 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 13 contains 184594 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 16060 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 180176 members 
Mstep: Class 18 contains 5718 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 51935 members 
Mstep: Class 21 contains 146229 members 
Mstep: Class 22 contains 50567 members 
Mstep: Class 23 contains 174847 members 
Mstep: Class 24 contains 8862 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 183404 members 
Mstep: Class 27 contains 6760 members 
Mstep: Class 28 contains 27762 members 
Mstep: Class 29 contains 216180 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 29305 members 
Mstep: Class 32 contains 18738 members 
Mstep: Class 33 contains 7669 members 
Mstep: Class 34 contains 17793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150465792.000000 Penalty: 121351.156250
Iteration 46Q: 35 clusters Score -1.504658e+08 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 17249 members 
Mstep: Class 4 contains 72668 members 
Mstep: Class 5 contains 7364 members 
Mstep: Class 6 contains 161528 members 
Mstep: Class 7 contains 16946 members 
Mstep: Class 8 contains 10539 members 
Mstep: Class 9 contains 51173 members 
Mstep: Class 10 contains 3234 members 
Mstep: Class 11 contains 59624 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 180579 members 
Mstep: Class 14 contains 11171 members 
Mstep: Class 15 contains 16087 members 
Mstep: Class 16 contains 12247 members 
Mstep: Class 17 contains 179594 members 
Mstep: Class 18 contains 5802 members 
Mstep: Class 19 contains 5925 members 
Mstep: Class 20 contains 51897 members 
Mstep: Class 21 contains 146526 members 
Mstep: Class 22 contains 50539 members 
Mstep: Class 23 contains 175197 members 
Mstep: Class 24 contains 8997 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 189584 members 
Mstep: Class 27 contains 6776 members 
Mstep: Class 28 contains 28181 members 
Mstep: Class 29 contains 214032 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 29179 members 
Mstep: Class 32 contains 18731 members 
Mstep: Class 33 contains 7664 members 
Mstep: Class 34 contains 17959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150470384.000000 Penalty: 121351.156250
Iteration 47Q: 35 clusters Score -1.504704e+08 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 17404 members 
Mstep: Class 4 contains 72652 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 161385 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 10533 members 
Mstep: Class 9 contains 51087 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 59023 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 176966 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 12316 members 
Mstep: Class 17 contains 179047 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 51854 members 
Mstep: Class 21 contains 146749 members 
Mstep: Class 22 contains 50509 members 
Mstep: Class 23 contains 175484 members 
Mstep: Class 24 contains 9113 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 195314 members 
Mstep: Class 27 contains 6788 members 
Mstep: Class 28 contains 28576 members 
Mstep: Class 29 contains 211844 members 
Mstep: Class 30 contains 3737 members 
Mstep: Class 31 contains 29076 members 
Mstep: Class 32 contains 18732 members 
Mstep: Class 33 contains 7661 members 
Mstep: Class 34 contains 18081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150474176.000000 Penalty: 121351.156250
Iteration 48Q: 35 clusters Score -1.504742e+08 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 72640 members 
Mstep: Class 5 contains 7355 members 
Mstep: Class 6 contains 161263 members 
Mstep: Class 7 contains 17015 members 
Mstep: Class 8 contains 10535 members 
Mstep: Class 9 contains 51149 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 58533 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 174088 members 
Mstep: Class 14 contains 11385 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 178518 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 5930 members 
Mstep: Class 20 contains 51779 members 
Mstep: Class 21 contains 146868 members 
Mstep: Class 22 contains 50482 members 
Mstep: Class 23 contains 175781 members 
Mstep: Class 24 contains 9201 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 199982 members 
Mstep: Class 27 contains 6798 members 
Mstep: Class 28 contains 28975 members 
Mstep: Class 29 contains 209885 members 
Mstep: Class 30 contains 3696 members 
Mstep: Class 31 contains 28990 members 
Mstep: Class 32 contains 18732 members 
Mstep: Class 33 contains 7658 members 
Mstep: Class 34 contains 18197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150477056.000000 Penalty: 121351.156250
Iteration 49Q: 35 clusters Score -1.504771e+08 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 9803 members 
Mstep: Class 3 contains 17663 members 
Mstep: Class 4 contains 72627 members 
Mstep: Class 5 contains 7352 members 
Mstep: Class 6 contains 161145 members 
Mstep: Class 7 contains 17012 members 
Mstep: Class 8 contains 10535 members 
Mstep: Class 9 contains 51326 members 
Mstep: Class 10 contains 3273 members 
Mstep: Class 11 contains 58167 members 
Mstep: Class 12 contains 1765 members 
Mstep: Class 13 contains 172123 members 
Mstep: Class 14 contains 11519 members 
Mstep: Class 15 contains 16168 members 
Mstep: Class 16 contains 12472 members 
Mstep: Class 17 contains 178023 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 5930 members 
Mstep: Class 20 contains 51711 members 
Mstep: Class 21 contains 146957 members 
Mstep: Class 22 contains 50468 members 
Mstep: Class 23 contains 176058 members 
Mstep: Class 24 contains 9267 members 
Mstep: Class 25 contains 2516 members 
Mstep: Class 26 contains 203453 members 
Mstep: Class 27 contains 6808 members 
Mstep: Class 28 contains 29365 members 
Mstep: Class 29 contains 208057 members 
Mstep: Class 30 contains 3643 members 
Mstep: Class 31 contains 28885 members 
Mstep: Class 32 contains 18731 members 
Mstep: Class 33 contains 7659 members 
Mstep: Class 34 contains 18300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150480656.000000 Penalty: 121351.156250
Iteration 50Q: 35 clusters Score -1.504807e+08 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 17772 members 
Mstep: Class 4 contains 72613 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 161047 members 
Mstep: Class 7 contains 17012 members 
Mstep: Class 8 contains 10530 members 
Mstep: Class 9 contains 51487 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 57865 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 170726 members 
Mstep: Class 14 contains 11655 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 12550 members 
Mstep: Class 17 contains 177618 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 51633 members 
Mstep: Class 21 contains 146992 members 
Mstep: Class 22 contains 50464 members 
Mstep: Class 23 contains 176329 members 
Mstep: Class 24 contains 9326 members 
Mstep: Class 25 contains 2530 members 
Mstep: Class 26 contains 206228 members 
Mstep: Class 27 contains 6813 members 
Mstep: Class 28 contains 29700 members 
Mstep: Class 29 contains 206381 members 
Mstep: Class 30 contains 3596 members 
Mstep: Class 31 contains 28757 members 
Mstep: Class 32 contains 18727 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150483024.000000 Penalty: 121351.156250
Iteration 51Q: 35 clusters Score -1.50483e+08 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 17866 members 
Mstep: Class 4 contains 72605 members 
Mstep: Class 5 contains 7340 members 
Mstep: Class 6 contains 160955 members 
Mstep: Class 7 contains 17009 members 
Mstep: Class 8 contains 10526 members 
Mstep: Class 9 contains 51648 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 57625 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 169705 members 
Mstep: Class 14 contains 11768 members 
Mstep: Class 15 contains 16245 members 
Mstep: Class 16 contains 12636 members 
Mstep: Class 17 contains 177284 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 51546 members 
Mstep: Class 21 contains 147033 members 
Mstep: Class 22 contains 50456 members 
Mstep: Class 23 contains 176560 members 
Mstep: Class 24 contains 9385 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 208430 members 
Mstep: Class 27 contains 6820 members 
Mstep: Class 28 contains 29970 members 
Mstep: Class 29 contains 204928 members 
Mstep: Class 30 contains 3563 members 
Mstep: Class 31 contains 28610 members 
Mstep: Class 32 contains 18723 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150484320.000000 Penalty: 121351.156250
Iteration 52Q: 35 clusters Score -1.504843e+08 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9811 members 
Mstep: Class 3 contains 17931 members 
Mstep: Class 4 contains 72604 members 
Mstep: Class 5 contains 7334 members 
Mstep: Class 6 contains 160877 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 10519 members 
Mstep: Class 9 contains 51796 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 57394 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 169057 members 
Mstep: Class 14 contains 11884 members 
Mstep: Class 15 contains 16273 members 
Mstep: Class 16 contains 12738 members 
Mstep: Class 17 contains 176962 members 
Mstep: Class 18 contains 5935 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 51456 members 
Mstep: Class 21 contains 147080 members 
Mstep: Class 22 contains 50445 members 
Mstep: Class 23 contains 176798 members 
Mstep: Class 24 contains 9450 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 210125 members 
Mstep: Class 27 contains 6826 members 
Mstep: Class 28 contains 30251 members 
Mstep: Class 29 contains 203621 members 
Mstep: Class 30 contains 3537 members 
Mstep: Class 31 contains 28472 members 
Mstep: Class 32 contains 18722 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150484864.000000 Penalty: 121351.156250
Iteration 53Q: 35 clusters Score -1.504849e+08 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 72600 members 
Mstep: Class 5 contains 7326 members 
Mstep: Class 6 contains 160795 members 
Mstep: Class 7 contains 16894 members 
Mstep: Class 8 contains 10514 members 
Mstep: Class 9 contains 51942 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 57191 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 168565 members 
Mstep: Class 14 contains 12015 members 
Mstep: Class 15 contains 16300 members 
Mstep: Class 16 contains 12850 members 
Mstep: Class 17 contains 176665 members 
Mstep: Class 18 contains 5943 members 
Mstep: Class 19 contains 5938 members 
Mstep: Class 20 contains 51380 members 
Mstep: Class 21 contains 147104 members 
Mstep: Class 22 contains 50446 members 
Mstep: Class 23 contains 177029 members 
Mstep: Class 24 contains 9506 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 211459 members 
Mstep: Class 27 contains 6829 members 
Mstep: Class 28 contains 30519 members 
Mstep: Class 29 contains 202499 members 
Mstep: Class 30 contains 3523 members 
Mstep: Class 31 contains 28349 members 
Mstep: Class 32 contains 18722 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150485392.000000 Penalty: 121351.156250
Iteration 54Q: 35 clusters Score -1.504854e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 18027 members 
Mstep: Class 4 contains 72590 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 160734 members 
Mstep: Class 7 contains 16812 members 
Mstep: Class 8 contains 10511 members 
Mstep: Class 9 contains 52089 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 57013 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 168399 members 
Mstep: Class 14 contains 12138 members 
Mstep: Class 15 contains 16340 members 
Mstep: Class 16 contains 12946 members 
Mstep: Class 17 contains 176395 members 
Mstep: Class 18 contains 5944 members 
Mstep: Class 19 contains 5938 members 
Mstep: Class 20 contains 51314 members 
Mstep: Class 21 contains 147143 members 
Mstep: Class 22 contains 50452 members 
Mstep: Class 23 contains 177247 members 
Mstep: Class 24 contains 9567 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 212470 members 
Mstep: Class 27 contains 6830 members 
Mstep: Class 28 contains 30765 members 
Mstep: Class 29 contains 201389 members 
Mstep: Class 30 contains 3500 members 
Mstep: Class 31 contains 28209 members 
Mstep: Class 32 contains 18722 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150485712.000000 Penalty: 121351.156250
Iteration 55Q: 35 clusters Score -1.504857e+08 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 18057 members 
Mstep: Class 4 contains 72589 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 160684 members 
Mstep: Class 7 contains 16754 members 
Mstep: Class 8 contains 10504 members 
Mstep: Class 9 contains 52234 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 56881 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 168211 members 
Mstep: Class 14 contains 12252 members 
Mstep: Class 15 contains 16391 members 
Mstep: Class 16 contains 13034 members 
Mstep: Class 17 contains 176156 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 5940 members 
Mstep: Class 20 contains 51259 members 
Mstep: Class 21 contains 147165 members 
Mstep: Class 22 contains 50449 members 
Mstep: Class 23 contains 177425 members 
Mstep: Class 24 contains 9622 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 213320 members 
Mstep: Class 27 contains 6831 members 
Mstep: Class 28 contains 30989 members 
Mstep: Class 29 contains 200466 members 
Mstep: Class 30 contains 3482 members 
Mstep: Class 31 contains 28055 members 
Mstep: Class 32 contains 18721 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150486720.000000 Penalty: 121351.156250
Iteration 56Q: 35 clusters Score -1.504867e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 18084 members 
Mstep: Class 4 contains 72584 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 160648 members 
Mstep: Class 7 contains 16713 members 
Mstep: Class 8 contains 10505 members 
Mstep: Class 9 contains 52366 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 56747 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 167971 members 
Mstep: Class 14 contains 12336 members 
Mstep: Class 15 contains 16472 members 
Mstep: Class 16 contains 13102 members 
Mstep: Class 17 contains 175951 members 
Mstep: Class 18 contains 5958 members 
Mstep: Class 19 contains 5941 members 
Mstep: Class 20 contains 51212 members 
Mstep: Class 21 contains 147191 members 
Mstep: Class 22 contains 50450 members 
Mstep: Class 23 contains 177603 members 
Mstep: Class 24 contains 9667 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 214029 members 
Mstep: Class 27 contains 6836 members 
Mstep: Class 28 contains 31179 members 
Mstep: Class 29 contains 199770 members 
Mstep: Class 30 contains 3477 members 
Mstep: Class 31 contains 27878 members 
Mstep: Class 32 contains 18724 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150486816.000000 Penalty: 121351.156250
Iteration 57Q: 35 clusters Score -1.504868e+08 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 72585 members 
Mstep: Class 5 contains 7306 members 
Mstep: Class 6 contains 160608 members 
Mstep: Class 7 contains 16695 members 
Mstep: Class 8 contains 10507 members 
Mstep: Class 9 contains 52460 members 
Mstep: Class 10 contains 3387 members 
Mstep: Class 11 contains 56646 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 167912 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 16547 members 
Mstep: Class 16 contains 13146 members 
Mstep: Class 17 contains 175770 members 
Mstep: Class 18 contains 5964 members 
Mstep: Class 19 contains 5940 members 
Mstep: Class 20 contains 51169 members 
Mstep: Class 21 contains 147206 members 
Mstep: Class 22 contains 50446 members 
Mstep: Class 23 contains 177771 members 
Mstep: Class 24 contains 9705 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 214513 members 
Mstep: Class 27 contains 6839 members 
Mstep: Class 28 contains 31346 members 
Mstep: Class 29 contains 199158 members 
Mstep: Class 30 contains 3477 members 
Mstep: Class 31 contains 27703 members 
Mstep: Class 32 contains 18727 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150487040.000000 Penalty: 121351.156250
Iteration 58Q: 35 clusters Score -1.50487e+08 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 18117 members 
Mstep: Class 4 contains 72588 members 
Mstep: Class 5 contains 7304 members 
Mstep: Class 6 contains 160589 members 
Mstep: Class 7 contains 16687 members 
Mstep: Class 8 contains 10504 members 
Mstep: Class 9 contains 52529 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 56566 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 167941 members 
Mstep: Class 14 contains 12487 members 
Mstep: Class 15 contains 16646 members 
Mstep: Class 16 contains 13161 members 
Mstep: Class 17 contains 175622 members 
Mstep: Class 18 contains 5967 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 147211 members 
Mstep: Class 22 contains 50440 members 
Mstep: Class 23 contains 177953 members 
Mstep: Class 24 contains 9742 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 214876 members 
Mstep: Class 27 contains 6840 members 
Mstep: Class 28 contains 31488 members 
Mstep: Class 29 contains 198621 members 
Mstep: Class 30 contains 3482 members 
Mstep: Class 31 contains 27496 members 
Mstep: Class 32 contains 18729 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150487248.000000 Penalty: 121351.156250
Iteration 59Q: 35 clusters Score -1.504872e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 18136 members 
Mstep: Class 4 contains 72590 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 160563 members 
Mstep: Class 7 contains 16703 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 52600 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 56496 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 167967 members 
Mstep: Class 14 contains 12545 members 
Mstep: Class 15 contains 16736 members 
Mstep: Class 16 contains 13171 members 
Mstep: Class 17 contains 175481 members 
Mstep: Class 18 contains 5965 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 51068 members 
Mstep: Class 21 contains 147221 members 
Mstep: Class 22 contains 50434 members 
Mstep: Class 23 contains 178125 members 
Mstep: Class 24 contains 9772 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 215213 members 
Mstep: Class 27 contains 6843 members 
Mstep: Class 28 contains 31620 members 
Mstep: Class 29 contains 198127 members 
Mstep: Class 30 contains 3483 members 
Mstep: Class 31 contains 27297 members 
Mstep: Class 32 contains 18730 members 
Mstep: Class 33 contains 7657 members 
Mstep: Class 34 contains 18714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150489280.000000 Penalty: 121351.156250
Iteration 60F: 35 clusters Score -1.504893e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 72587 members 
Mstep: Class 5 contains 7298 members 
Mstep: Class 6 contains 160541 members 
Mstep: Class 7 contains 16414 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 52306 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 56435 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 168031 members 
Mstep: Class 14 contains 12589 members 
Mstep: Class 15 contains 16821 members 
Mstep: Class 16 contains 13298 members 
Mstep: Class 17 contains 175338 members 
Mstep: Class 18 contains 6326 members 
Mstep: Class 19 contains 5916 members 
Mstep: Class 20 contains 51029 members 
Mstep: Class 21 contains 147234 members 
Mstep: Class 22 contains 50433 members 
Mstep: Class 23 contains 178274 members 
Mstep: Class 24 contains 9779 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 215412 members 
Mstep: Class 27 contains 6844 members 
Mstep: Class 28 contains 31755 members 
Mstep: Class 29 contains 197710 members 
Mstep: Class 30 contains 3567 members 
Mstep: Class 31 contains 27093 members 
Mstep: Class 32 contains 18733 members 
Mstep: Class 33 contains 7641 members 
Mstep: Class 34 contains 18730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150491440.000000 Penalty: 121351.156250
Iteration 61Q: 35 clusters Score -1.504914e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 72555 members 
Mstep: Class 5 contains 7279 members 
Mstep: Class 6 contains 160509 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 10463 members 
Mstep: Class 9 contains 51979 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 56382 members 
Mstep: Class 12 contains 1897 members 
Mstep: Class 13 contains 168094 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 13391 members 
Mstep: Class 17 contains 175238 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 5874 members 
Mstep: Class 20 contains 50976 members 
Mstep: Class 21 contains 147266 members 
Mstep: Class 22 contains 50410 members 
Mstep: Class 23 contains 178419 members 
Mstep: Class 24 contains 9775 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 215540 members 
Mstep: Class 27 contains 6853 members 
Mstep: Class 28 contains 31857 members 
Mstep: Class 29 contains 197279 members 
Mstep: Class 30 contains 3550 members 
Mstep: Class 31 contains 26894 members 
Mstep: Class 32 contains 18741 members 
Mstep: Class 33 contains 7625 members 
Mstep: Class 34 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150492768.000000 Penalty: 121351.156250
Iteration 62Q: 35 clusters Score -1.504928e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 18190 members 
Mstep: Class 4 contains 72523 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 160454 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 10464 members 
Mstep: Class 9 contains 51624 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 56331 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 168064 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 17012 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 175139 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 5851 members 
Mstep: Class 20 contains 50870 members 
Mstep: Class 21 contains 147292 members 
Mstep: Class 22 contains 50366 members 
Mstep: Class 23 contains 178577 members 
Mstep: Class 24 contains 9788 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 215761 members 
Mstep: Class 27 contains 6868 members 
Mstep: Class 28 contains 31973 members 
Mstep: Class 29 contains 196831 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 26666 members 
Mstep: Class 32 contains 18742 members 
Mstep: Class 33 contains 7619 members 
Mstep: Class 34 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150494832.000000 Penalty: 121351.156250
Iteration 63Q: 35 clusters Score -1.504948e+08 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 18204 members 
Mstep: Class 4 contains 72457 members 
Mstep: Class 5 contains 7246 members 
Mstep: Class 6 contains 160384 members 
Mstep: Class 7 contains 16495 members 
Mstep: Class 8 contains 10457 members 
Mstep: Class 9 contains 51158 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 56275 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 167953 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 15 contains 17113 members 
Mstep: Class 16 contains 13444 members 
Mstep: Class 17 contains 175066 members 
Mstep: Class 18 contains 8033 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 50747 members 
Mstep: Class 21 contains 147304 members 
Mstep: Class 22 contains 50337 members 
Mstep: Class 23 contains 178742 members 
Mstep: Class 24 contains 9811 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 215980 members 
Mstep: Class 27 contains 6885 members 
Mstep: Class 28 contains 32071 members 
Mstep: Class 29 contains 196448 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 26434 members 
Mstep: Class 32 contains 18748 members 
Mstep: Class 33 contains 7619 members 
Mstep: Class 34 contains 18743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 35 clusters Score -1.50496e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 18217 members 
Mstep: Class 4 contains 72400 members 
Mstep: Class 5 contains 7223 members 
Mstep: Class 6 contains 160303 members 
Mstep: Class 7 contains 16679 members 
Mstep: Class 8 contains 10454 members 
Mstep: Class 9 contains 50592 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 56219 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 167800 members 
Mstep: Class 14 contains 12863 members 
Mstep: Class 15 contains 17228 members 
Mstep: Class 16 contains 13443 members 
Mstep: Class 17 contains 175020 members 
Mstep: Class 18 contains 8858 members 
Mstep: Class 19 contains 5811 members 
Mstep: Class 20 contains 50644 members 
Mstep: Class 21 contains 147313 members 
Mstep: Class 22 contains 50307 members 
Mstep: Class 23 contains 178875 members 
Mstep: Class 24 contains 9832 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 216265 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 32130 members 
Mstep: Class 29 contains 196025 members 
Mstep: Class 30 contains 3388 members 
Mstep: Class 31 contains 26174 members 
Mstep: Class 32 contains 18755 members 
Mstep: Class 33 contains 7618 members 
Mstep: Class 34 contains 18746 members 
Entering Unmasked Estep 
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Iteration 65Q: 35 clusters Score -1.504975e+08 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 18225 members 
Mstep: Class 4 contains 72346 members 
Mstep: Class 5 contains 7201 members 
Mstep: Class 6 contains 160236 members 
Mstep: Class 7 contains 16848 members 
Mstep: Class 8 contains 10451 members 
Mstep: Class 9 contains 49948 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 56177 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 167638 members 
Mstep: Class 14 contains 12885 members 
Mstep: Class 15 contains 17334 members 
Mstep: Class 16 contains 13425 members 
Mstep: Class 17 contains 174993 members 
Mstep: Class 18 contains 9712 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 50578 members 
Mstep: Class 21 contains 147330 members 
Mstep: Class 22 contains 50276 members 
Mstep: Class 23 contains 178997 members 
Mstep: Class 24 contains 9848 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 216639 members 
Mstep: Class 27 contains 6924 members 
Mstep: Class 28 contains 32164 members 
Mstep: Class 29 contains 195605 members 
Mstep: Class 30 contains 3327 members 
Mstep: Class 31 contains 25884 members 
Mstep: Class 32 contains 18753 members 
Mstep: Class 33 contains 7619 members 
Mstep: Class 34 contains 18753 members 
Entering Unmasked Estep 
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Iteration 66Q: 35 clusters Score -1.50499e+08 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 18232 members 
Mstep: Class 4 contains 72300 members 
Mstep: Class 5 contains 7176 members 
Mstep: Class 6 contains 160174 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 10446 members 
Mstep: Class 9 contains 49240 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 56134 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 167484 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 17462 members 
Mstep: Class 16 contains 13412 members 
Mstep: Class 17 contains 174973 members 
Mstep: Class 18 contains 10589 members 
Mstep: Class 19 contains 5790 members 
Mstep: Class 20 contains 50504 members 
Mstep: Class 21 contains 147320 members 
Mstep: Class 22 contains 50260 members 
Mstep: Class 23 contains 179143 members 
Mstep: Class 24 contains 9865 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 217039 members 
Mstep: Class 27 contains 6939 members 
Mstep: Class 28 contains 32183 members 
Mstep: Class 29 contains 195170 members 
Mstep: Class 30 contains 3283 members 
Mstep: Class 31 contains 25582 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 7618 members 
Mstep: Class 34 contains 18767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150500416.000000 Penalty: 121351.156250
Iteration 67Q: 35 clusters Score -1.505004e+08 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 18234 members 
Mstep: Class 4 contains 72268 members 
Mstep: Class 5 contains 7148 members 
Mstep: Class 6 contains 160138 members 
Mstep: Class 7 contains 17130 members 
Mstep: Class 8 contains 10444 members 
Mstep: Class 9 contains 48559 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 56079 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 167381 members 
Mstep: Class 14 contains 12955 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 16 contains 13395 members 
Mstep: Class 17 contains 174966 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 5784 members 
Mstep: Class 20 contains 50411 members 
Mstep: Class 21 contains 147309 members 
Mstep: Class 22 contains 50252 members 
Mstep: Class 23 contains 179266 members 
Mstep: Class 24 contains 9886 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 217428 members 
Mstep: Class 27 contains 6964 members 
Mstep: Class 28 contains 32191 members 
Mstep: Class 29 contains 194735 members 
Mstep: Class 30 contains 3246 members 
Mstep: Class 31 contains 25317 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 7617 members 
Mstep: Class 34 contains 18778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150501360.000000 Penalty: 121351.156250
Iteration 68Q: 35 clusters Score -1.505014e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 72235 members 
Mstep: Class 5 contains 7131 members 
Mstep: Class 6 contains 160103 members 
Mstep: Class 7 contains 17234 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 9 contains 47896 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 56021 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 167316 members 
Mstep: Class 14 contains 12976 members 
Mstep: Class 15 contains 17659 members 
Mstep: Class 16 contains 13376 members 
Mstep: Class 17 contains 174960 members 
Mstep: Class 18 contains 12146 members 
Mstep: Class 19 contains 5778 members 
Mstep: Class 20 contains 50341 members 
Mstep: Class 21 contains 147305 members 
Mstep: Class 22 contains 50241 members 
Mstep: Class 23 contains 179391 members 
Mstep: Class 24 contains 9911 members 
Mstep: Class 25 contains 2548 members 
Mstep: Class 26 contains 217730 members 
Mstep: Class 27 contains 6995 members 
Mstep: Class 28 contains 32194 members 
Mstep: Class 29 contains 194409 members 
Mstep: Class 30 contains 3215 members 
Mstep: Class 31 contains 25068 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 7618 members 
Mstep: Class 34 contains 18803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150502352.000000 Penalty: 121351.156250
Iteration 69Q: 35 clusters Score -1.505024e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 18236 members 
Mstep: Class 4 contains 72211 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 160055 members 
Mstep: Class 7 contains 17366 members 
Mstep: Class 8 contains 10442 members 
Mstep: Class 9 contains 47321 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 55974 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 167269 members 
Mstep: Class 14 contains 12986 members 
Mstep: Class 15 contains 17779 members 
Mstep: Class 16 contains 13368 members 
Mstep: Class 17 contains 174955 members 
Mstep: Class 18 contains 12769 members 
Mstep: Class 19 contains 5773 members 
Mstep: Class 20 contains 50289 members 
Mstep: Class 21 contains 147298 members 
Mstep: Class 22 contains 50228 members 
Mstep: Class 23 contains 179509 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 217999 members 
Mstep: Class 27 contains 7017 members 
Mstep: Class 28 contains 32196 members 
Mstep: Class 29 contains 194136 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 24787 members 
Mstep: Class 32 contains 18752 members 
Mstep: Class 33 contains 7618 members 
Mstep: Class 34 contains 18822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150502784.000000 Penalty: 121351.156250
Iteration 70Q: 35 clusters Score -1.505028e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 18238 members 
Mstep: Class 4 contains 72197 members 
Mstep: Class 5 contains 7081 members 
Mstep: Class 6 contains 160032 members 
Mstep: Class 7 contains 17435 members 
Mstep: Class 8 contains 10441 members 
Mstep: Class 9 contains 46785 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 55938 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 167192 members 
Mstep: Class 14 contains 13004 members 
Mstep: Class 15 contains 17906 members 
Mstep: Class 16 contains 13364 members 
Mstep: Class 17 contains 174952 members 
Mstep: Class 18 contains 13285 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 50243 members 
Mstep: Class 21 contains 147305 members 
Mstep: Class 22 contains 50222 members 
Mstep: Class 23 contains 179649 members 
Mstep: Class 24 contains 9956 members 
Mstep: Class 25 contains 2529 members 
Mstep: Class 26 contains 218204 members 
Mstep: Class 27 contains 7027 members 
Mstep: Class 28 contains 32199 members 
Mstep: Class 29 contains 194016 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 24478 members 
Mstep: Class 32 contains 18753 members 
Mstep: Class 33 contains 7619 members 
Mstep: Class 34 contains 18832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150503472.000000 Penalty: 121351.156250
Iteration 71Q: 35 clusters Score -1.505035e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 18240 members 
Mstep: Class 4 contains 72184 members 
Mstep: Class 5 contains 7061 members 
Mstep: Class 6 contains 160022 members 
Mstep: Class 7 contains 17512 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 46302 members 
Mstep: Class 10 contains 4655 members 
Mstep: Class 11 contains 55898 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 167102 members 
Mstep: Class 14 contains 13008 members 
Mstep: Class 15 contains 18067 members 
Mstep: Class 16 contains 13364 members 
Mstep: Class 17 contains 174941 members 
Mstep: Class 18 contains 13736 members 
Mstep: Class 19 contains 5763 members 
Mstep: Class 20 contains 50198 members 
Mstep: Class 21 contains 147315 members 
Mstep: Class 22 contains 50218 members 
Mstep: Class 23 contains 179787 members 
Mstep: Class 24 contains 9976 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 218378 members 
Mstep: Class 27 contains 7036 members 
Mstep: Class 28 contains 32214 members 
Mstep: Class 29 contains 193957 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 24153 members 
Mstep: Class 32 contains 18748 members 
Mstep: Class 33 contains 7619 members 
Mstep: Class 34 contains 18831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150503584.000000 Penalty: 121351.156250
Iteration 72Q: 35 clusters Score -1.505036e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 72178 members 
Mstep: Class 5 contains 7041 members 
Mstep: Class 6 contains 160008 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 45872 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 55859 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 167003 members 
Mstep: Class 14 contains 13011 members 
Mstep: Class 15 contains 18238 members 
Mstep: Class 16 contains 13365 members 
Mstep: Class 17 contains 174934 members 
Mstep: Class 18 contains 14129 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 50138 members 
Mstep: Class 21 contains 147330 members 
Mstep: Class 22 contains 50214 members 
Mstep: Class 23 contains 179959 members 
Mstep: Class 24 contains 9995 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 218514 members 
Mstep: Class 27 contains 7045 members 
Mstep: Class 28 contains 32221 members 
Mstep: Class 29 contains 193948 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 23806 members 
Mstep: Class 32 contains 18749 members 
Mstep: Class 33 contains 7617 members 
Mstep: Class 34 contains 18836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150503968.000000 Penalty: 121351.156250
Iteration 73Q: 35 clusters Score -1.50504e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 18242 members 
Mstep: Class 4 contains 72167 members 
Mstep: Class 5 contains 7032 members 
Mstep: Class 6 contains 159997 members 
Mstep: Class 7 contains 17633 members 
Mstep: Class 8 contains 10435 members 
Mstep: Class 9 contains 45483 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 55821 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 166910 members 
Mstep: Class 14 contains 13017 members 
Mstep: Class 15 contains 18409 members 
Mstep: Class 16 contains 13359 members 
Mstep: Class 17 contains 174931 members 
Mstep: Class 18 contains 14471 members 
Mstep: Class 19 contains 5757 members 
Mstep: Class 20 contains 50085 members 
Mstep: Class 21 contains 147329 members 
Mstep: Class 22 contains 50217 members 
Mstep: Class 23 contains 180141 members 
Mstep: Class 24 contains 10008 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 218606 members 
Mstep: Class 27 contains 7056 members 
Mstep: Class 28 contains 32228 members 
Mstep: Class 29 contains 193989 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 18749 members 
Mstep: Class 33 contains 7615 members 
Mstep: Class 34 contains 18849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150504656.000000 Penalty: 121351.156250
Iteration 74Q: 35 clusters Score -1.505047e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 72162 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 159986 members 
Mstep: Class 7 contains 17688 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 45159 members 
Mstep: Class 10 contains 4794 members 
Mstep: Class 11 contains 55785 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 166950 members 
Mstep: Class 14 contains 13027 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 13352 members 
Mstep: Class 17 contains 174928 members 
Mstep: Class 18 contains 14746 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 50020 members 
Mstep: Class 21 contains 147332 members 
Mstep: Class 22 contains 50215 members 
Mstep: Class 23 contains 180322 members 
Mstep: Class 24 contains 10022 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 218573 members 
Mstep: Class 27 contains 7063 members 
Mstep: Class 28 contains 32232 members 
Mstep: Class 29 contains 194021 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 23182 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150504608.000000 Penalty: 121351.156250
Iteration 75Q: 35 clusters Score -1.505046e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 18237 members 
Mstep: Class 4 contains 72159 members 
Mstep: Class 5 contains 7016 members 
Mstep: Class 6 contains 159980 members 
Mstep: Class 7 contains 17751 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 44854 members 
Mstep: Class 10 contains 4824 members 
Mstep: Class 11 contains 55759 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 166907 members 
Mstep: Class 14 contains 13035 members 
Mstep: Class 15 contains 18722 members 
Mstep: Class 16 contains 13345 members 
Mstep: Class 17 contains 174926 members 
Mstep: Class 18 contains 14990 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 49977 members 
Mstep: Class 21 contains 147343 members 
Mstep: Class 22 contains 50209 members 
Mstep: Class 23 contains 180494 members 
Mstep: Class 24 contains 10033 members 
Mstep: Class 25 contains 2458 members 
Mstep: Class 26 contains 218544 members 
Mstep: Class 27 contains 7067 members 
Mstep: Class 28 contains 32232 members 
Mstep: Class 29 contains 194145 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 22854 members 
Mstep: Class 32 contains 18754 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150504336.000000 Penalty: 121351.156250
Iteration 76Q: 35 clusters Score -1.505043e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 72150 members 
Mstep: Class 5 contains 7011 members 
Mstep: Class 6 contains 159961 members 
Mstep: Class 7 contains 17805 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 44566 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 55735 members 
Mstep: Class 12 contains 2221 members 
Mstep: Class 13 contains 166826 members 
Mstep: Class 14 contains 13036 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 16 contains 13341 members 
Mstep: Class 17 contains 174924 members 
Mstep: Class 18 contains 15184 members 
Mstep: Class 19 contains 5754 members 
Mstep: Class 20 contains 49921 members 
Mstep: Class 21 contains 147328 members 
Mstep: Class 22 contains 50203 members 
Mstep: Class 23 contains 180685 members 
Mstep: Class 24 contains 10047 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 218520 members 
Mstep: Class 27 contains 7077 members 
Mstep: Class 28 contains 32234 members 
Mstep: Class 29 contains 194339 members 
Mstep: Class 30 contains 3146 members 
Mstep: Class 31 contains 22566 members 
Mstep: Class 32 contains 18756 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150504176.000000 Penalty: 121351.156250
Iteration 77Q: 35 clusters Score -1.505042e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 72143 members 
Mstep: Class 5 contains 7002 members 
Mstep: Class 6 contains 159929 members 
Mstep: Class 7 contains 17874 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 44322 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 55704 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 166757 members 
Mstep: Class 14 contains 13046 members 
Mstep: Class 15 contains 18993 members 
Mstep: Class 16 contains 13339 members 
Mstep: Class 17 contains 174922 members 
Mstep: Class 18 contains 15353 members 
Mstep: Class 19 contains 5754 members 
Mstep: Class 20 contains 49882 members 
Mstep: Class 21 contains 147310 members 
Mstep: Class 22 contains 50196 members 
Mstep: Class 23 contains 180890 members 
Mstep: Class 24 contains 10062 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 218461 members 
Mstep: Class 27 contains 7084 members 
Mstep: Class 28 contains 32241 members 
Mstep: Class 29 contains 194532 members 
Mstep: Class 30 contains 3144 members 
Mstep: Class 31 contains 22267 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150503680.000000 Penalty: 121351.156250
Iteration 78Q: 35 clusters Score -1.505037e+08 nChanged 1802
Entering ConstructFrom: 
Score: -150503680.000000 Penalty: 121351.156250
Entering ConstructFrom: 
Trying to split cluster 1 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -280728.250000 Penalty: 2101.829834
	Iteration 0F: 2 clusters Score -280728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -276491.343750 Penalty: 4203.659668
	Iteration 0F: 3 clusters Score -276491.3 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -278815.437500 Penalty: 4203.659668
	Iteration 1F: 3 clusters Score -278815.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -280562.375000 Penalty: 4203.659668
	Iteration 2F: 3 clusters Score -280562.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -281648.812500 Penalty: 4203.659668
	Iteration 3F: 3 clusters Score -281648.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -282433.406250 Penalty: 4203.659668
	Iteration 4F: 3 clusters Score -282433.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -282930.906250 Penalty: 4203.659668
	Iteration 5F: 3 clusters Score -282930.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -283231.625000 Penalty: 4203.659668
	Iteration 6Q: 3 clusters Score -283231.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -283433.375000 Penalty: 4203.659668
	Iteration 7Q: 3 clusters Score -283433.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -283596.375000 Penalty: 4203.659668
	Iteration 8Q: 3 clusters Score -283596.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -283750.437500 Penalty: 4203.659668
	Iteration 9Q: 3 clusters Score -283750.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -283949.437500 Penalty: 4203.659668
	Iteration 10Q: 3 clusters Score -283949.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -284119.968750 Penalty: 4203.659668
	Iteration 11Q: 3 clusters Score -284120 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -284237.031250 Penalty: 4203.659668
	Iteration 12Q: 3 clusters Score -284237 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -284317.812500 Penalty: 4203.659668
	Iteration 13Q: 3 clusters Score -284317.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -284387.156250 Penalty: 4203.659668
	Iteration 14Q: 3 clusters Score -284387.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -284433.656250 Penalty: 4203.659668
	Iteration 15Q: 3 clusters Score -284433.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -284450.781250 Penalty: 4203.659668
	Iteration 16Q: 3 clusters Score -284450.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -284459.031250 Penalty: 4203.659668
	Iteration 17Q: 3 clusters Score -284459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -284464.562500 Penalty: 4203.659668
	Iteration 18Q: 3 clusters Score -284464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -284465.031250 Penalty: 4203.659668
	Iteration 19Q: 3 clusters Score -284465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -284601.531250 Penalty: 4203.659668
	Iteration 20F: 3 clusters Score -284601.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -284754.406250 Penalty: 4203.659668
	Iteration 21Q: 3 clusters Score -284754.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -284815.687500 Penalty: 4203.659668
	Iteration 22Q: 3 clusters Score -284815.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -284849.812500 Penalty: 4203.659668
	Iteration 23Q: 3 clusters Score -284849.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -284870.187500 Penalty: 4203.659668
	Iteration 24Q: 3 clusters Score -284870.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -284891.375000 Penalty: 4203.659668
	Iteration 25Q: 3 clusters Score -284891.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -284905.875000 Penalty: 4203.659668
	Iteration 26Q: 3 clusters Score -284905.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -284916.000000 Penalty: 4203.659668
	Iteration 27Q: 3 clusters Score -284916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -284921.593750 Penalty: 4203.659668
	Iteration 28Q: 3 clusters Score -284921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -284923.281250 Penalty: 4203.659668
	Iteration 29Q: 3 clusters Score -284923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -284924.343750 Penalty: 4203.659668
	Iteration 30Q: 3 clusters Score -284924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -284923.718750 Penalty: 4203.659668
	Iteration 31Q: 3 clusters Score -284923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -284923.718750 Penalty: 4203.659668
	Iteration 32F: 3 clusters Score -284923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 18244 members 
Mstep: Class 4 contains 72135 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Entering Unmasked Estep 
Score: -150506416.000000 Penalty: 124920.312500
Splitting cluster 1 changes total score from -150503680.000000 to -150506416.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (9804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Entering Unmasked Estep 
Score: -753443.687500 Penalty: 2279.255371
	Iteration 0F: 2 clusters Score -753443.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -745921.937500 Penalty: 4558.510742
	Iteration 0F: 3 clusters Score -745921.9 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -748200.937500 Penalty: 4558.510742
	Iteration 1F: 3 clusters Score -748200.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -748686.437500 Penalty: 4558.510742
	Iteration 2F: 3 clusters Score -748686.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -749150.875000 Penalty: 4558.510742
	Iteration 3F: 3 clusters Score -749150.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -749667.687500 Penalty: 4558.510742
	Iteration 4F: 3 clusters Score -749667.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -750185.187500 Penalty: 4558.510742
	Iteration 5F: 3 clusters Score -750185.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -750666.625000 Penalty: 4558.510742
	Iteration 6F: 3 clusters Score -750666.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -751103.000000 Penalty: 4558.510742
	Iteration 7F: 3 clusters Score -751103 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -751494.687500 Penalty: 4558.510742
	Iteration 8F: 3 clusters Score -751494.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -751863.000000 Penalty: 4558.510742
	Iteration 9Q: 3 clusters Score -751863 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -752203.062500 Penalty: 4558.510742
	Iteration 10Q: 3 clusters Score -752203.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -752544.562500 Penalty: 4558.510742
	Iteration 11Q: 3 clusters Score -752544.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -752849.375000 Penalty: 4558.510742
	Iteration 12Q: 3 clusters Score -752849.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -753208.937500 Penalty: 4558.510742
	Iteration 13Q: 3 clusters Score -753208.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -753727.000000 Penalty: 4558.510742
	Iteration 14Q: 3 clusters Score -753727 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -754310.062500 Penalty: 4558.510742
	Iteration 15Q: 3 clusters Score -754310.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -754699.625000 Penalty: 4558.510742
	Iteration 16Q: 3 clusters Score -754699.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -755211.500000 Penalty: 4558.510742
	Iteration 17Q: 3 clusters Score -755211.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -755776.000000 Penalty: 4558.510742
	Iteration 18Q: 3 clusters Score -755776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -756388.000000 Penalty: 4558.510742
	Iteration 19Q: 3 clusters Score -756388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -756760.250000 Penalty: 4558.510742
	Iteration 20F: 3 clusters Score -756760.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -756844.687500 Penalty: 4558.510742
	Iteration 21Q: 3 clusters Score -756844.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -756862.375000 Penalty: 4558.510742
	Iteration 22Q: 3 clusters Score -756862.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -756868.937500 Penalty: 4558.510742
	Iteration 23Q: 3 clusters Score -756868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -756872.500000 Penalty: 4558.510742
	Iteration 24Q: 3 clusters Score -756872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -756873.750000 Penalty: 4558.510742
	Iteration 25Q: 3 clusters Score -756873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -756877.375000 Penalty: 4558.510742
	Iteration 26Q: 3 clusters Score -756877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -756883.562500 Penalty: 4558.510742
	Iteration 27Q: 3 clusters Score -756883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -756887.562500 Penalty: 4558.510742
	Iteration 28Q: 3 clusters Score -756887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -756893.125000 Penalty: 4558.510742
	Iteration 29Q: 3 clusters Score -756893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -756902.812500 Penalty: 4558.510742
	Iteration 30Q: 3 clusters Score -756902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -756918.250000 Penalty: 4558.510742
	Iteration 31Q: 3 clusters Score -756918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -756932.187500 Penalty: 4558.510742
	Iteration 32Q: 3 clusters Score -756932.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -756951.312500 Penalty: 4558.510742
	Iteration 33Q: 3 clusters Score -756951.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -756966.562500 Penalty: 4558.510742
	Iteration 34Q: 3 clusters Score -756966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -756977.875000 Penalty: 4558.510742
	Iteration 35Q: 3 clusters Score -756977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -756983.125000 Penalty: 4558.510742
	Iteration 36Q: 3 clusters Score -756983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -756986.312500 Penalty: 4558.510742
	Iteration 37Q: 3 clusters Score -756986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -756988.625000 Penalty: 4558.510742
	Iteration 38Q: 3 clusters Score -756988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -756991.250000 Penalty: 4558.510742
	Iteration 39Q: 3 clusters Score -756991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -756997.187500 Penalty: 4558.510742
	Iteration 40F: 3 clusters Score -756997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -756998.062500 Penalty: 4558.510742
	Iteration 41Q: 3 clusters Score -756998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -756999.562500 Penalty: 4558.510742
	Iteration 42Q: 3 clusters Score -756999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -756999.375000 Penalty: 4558.510742
	Iteration 43Q: 3 clusters Score -756999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -756999.375000 Penalty: 4558.510742
	Iteration 44F: 3 clusters Score -756999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 18244 members 
Mstep: Class 4 contains 72135 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Entering Unmasked Estep 
Score: -150509008.000000 Penalty: 128489.460938
Splitting cluster 2 changes total score from -150503680.000000 to -150509008.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (18244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Entering Unmasked Estep 
Score: -1443302.375000 Penalty: 2433.274658
	Iteration 0F: 2 clusters Score -1443302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1430360.000000 Penalty: 4866.549316
	Iteration 0F: 3 clusters Score -1430360 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1435551.625000 Penalty: 4866.549316
	Iteration 1F: 3 clusters Score -1435552 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1437418.500000 Penalty: 4866.549316
	Iteration 2F: 3 clusters Score -1437418 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1439790.625000 Penalty: 4866.549316
	Iteration 3F: 3 clusters Score -1439791 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1442047.125000 Penalty: 4866.549316
	Iteration 4F: 3 clusters Score -1442047 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1443480.500000 Penalty: 4866.549316
	Iteration 5F: 3 clusters Score -1443480 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1444068.750000 Penalty: 4866.549316
	Iteration 6Q: 3 clusters Score -1444069 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1444322.125000 Penalty: 4866.549316
	Iteration 7Q: 3 clusters Score -1444322 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1444454.125000 Penalty: 4866.549316
	Iteration 8Q: 3 clusters Score -1444454 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1444534.000000 Penalty: 4866.549316
	Iteration 9Q: 3 clusters Score -1444534 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1444580.250000 Penalty: 4866.549316
	Iteration 10Q: 3 clusters Score -1444580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1444615.875000 Penalty: 4866.549316
	Iteration 11Q: 3 clusters Score -1444616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1444630.250000 Penalty: 4866.549316
	Iteration 12Q: 3 clusters Score -1444630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1444644.875000 Penalty: 4866.549316
	Iteration 13Q: 3 clusters Score -1444645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1444658.250000 Penalty: 4866.549316
	Iteration 14Q: 3 clusters Score -1444658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1444662.375000 Penalty: 4866.549316
	Iteration 15Q: 3 clusters Score -1444662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1444668.250000 Penalty: 4866.549316
	Iteration 16Q: 3 clusters Score -1444668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1444670.750000 Penalty: 4866.549316
	Iteration 17Q: 3 clusters Score -1444671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1444675.625000 Penalty: 4866.549316
	Iteration 18Q: 3 clusters Score -1444676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1444682.500000 Penalty: 4866.549316
	Iteration 19Q: 3 clusters Score -1444682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1444689.000000 Penalty: 4866.549316
	Iteration 20F: 3 clusters Score -1444689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1444689.500000 Penalty: 4866.549316
	Iteration 21Q: 3 clusters Score -1444690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1444688.500000 Penalty: 4866.549316
	Iteration 22Q: 3 clusters Score -1444688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1444689.750000 Penalty: 4866.549316
	Iteration 23Q: 3 clusters Score -1444690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1444690.750000 Penalty: 4866.549316
	Iteration 24Q: 3 clusters Score -1444691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1444691.250000 Penalty: 4866.549316
	Iteration 25Q: 3 clusters Score -1444691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1444692.875000 Penalty: 4866.549316
	Iteration 26Q: 3 clusters Score -1444693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1444692.500000 Penalty: 4866.549316
	Iteration 27Q: 3 clusters Score -1444692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1444690.875000 Penalty: 4866.549316
	Iteration 28Q: 3 clusters Score -1444691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1444691.625000 Penalty: 4866.549316
	Iteration 29Q: 3 clusters Score -1444692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1444693.500000 Penalty: 4866.549316
	Iteration 30Q: 3 clusters Score -1444694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1444696.500000 Penalty: 4866.549316
	Iteration 31Q: 3 clusters Score -1444696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1444695.875000 Penalty: 4866.549316
	Iteration 32Q: 3 clusters Score -1444696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1444698.750000 Penalty: 4866.549316
	Iteration 33Q: 3 clusters Score -1444699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1444701.125000 Penalty: 4866.549316
	Iteration 34Q: 3 clusters Score -1444701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1444700.625000 Penalty: 4866.549316
	Iteration 35Q: 3 clusters Score -1444701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1444702.125000 Penalty: 4866.549316
	Iteration 36Q: 3 clusters Score -1444702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1444702.125000 Penalty: 4866.549316
	Iteration 37F: 3 clusters Score -1444702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 72135 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Entering Unmasked Estep 
Score: -150507344.000000 Penalty: 132058.609375
Splitting cluster 3 changes total score from -150503680.000000 to -150507344.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (72135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Entering Unmasked Estep 
Score: -5777893.000000 Penalty: 2774.201172
	Iteration 0F: 2 clusters Score -5777893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5729392.500000 Penalty: 5548.402344
	Iteration 0F: 3 clusters Score -5729392 nChanged 33876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5748679.500000 Penalty: 5548.402344
	Iteration 1F: 3 clusters Score -5748680 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5749769.000000 Penalty: 5548.402344
	Iteration 2Q: 3 clusters Score -5749769 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5751352.000000 Penalty: 5548.402344
	Iteration 3Q: 3 clusters Score -5751352 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -5753827.000000 Penalty: 5548.402344
	Iteration 4F: 3 clusters Score -5753827 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -5757165.000000 Penalty: 5548.402344
	Iteration 5F: 3 clusters Score -5757165 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5760978.500000 Penalty: 5548.402344
	Iteration 6F: 3 clusters Score -5760978 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5764466.000000 Penalty: 5548.402344
	Iteration 7F: 3 clusters Score -5764466 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5767216.000000 Penalty: 5548.402344
	Iteration 8F: 3 clusters Score -5767216 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5768921.000000 Penalty: 5548.402344
	Iteration 9Q: 3 clusters Score -5768921 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -5770094.500000 Penalty: 5548.402344
	Iteration 10Q: 3 clusters Score -5770094 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5770982.000000 Penalty: 5548.402344
	Iteration 11Q: 3 clusters Score -5770982 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -5771721.000000 Penalty: 5548.402344
	Iteration 12Q: 3 clusters Score -5771721 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -5772357.000000 Penalty: 5548.402344
	Iteration 13Q: 3 clusters Score -5772357 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -5772936.500000 Penalty: 5548.402344
	Iteration 14Q: 3 clusters Score -5772936 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5773481.500000 Penalty: 5548.402344
	Iteration 15Q: 3 clusters Score -5773482 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5773961.500000 Penalty: 5548.402344
	Iteration 16Q: 3 clusters Score -5773962 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -5774435.500000 Penalty: 5548.402344
	Iteration 17Q: 3 clusters Score -5774436 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -5774813.000000 Penalty: 5548.402344
	Iteration 18Q: 3 clusters Score -5774813 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5775173.000000 Penalty: 5548.402344
	Iteration 19Q: 3 clusters Score -5775173 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -5775669.500000 Penalty: 5548.402344
	Iteration 20F: 3 clusters Score -5775670 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -5776282.000000 Penalty: 5548.402344
	Iteration 21Q: 3 clusters Score -5776282 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5776985.500000 Penalty: 5548.402344
	Iteration 22Q: 3 clusters Score -5776986 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5777545.500000 Penalty: 5548.402344
	Iteration 23Q: 3 clusters Score -5777546 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5777833.500000 Penalty: 5548.402344
	Iteration 24Q: 3 clusters Score -5777834 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5777948.000000 Penalty: 5548.402344
	Iteration 25Q: 3 clusters Score -5777948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5778002.000000 Penalty: 5548.402344
	Iteration 26Q: 3 clusters Score -5778002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5778015.000000 Penalty: 5548.402344
	Iteration 27Q: 3 clusters Score -5778015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5778054.000000 Penalty: 5548.402344
	Iteration 28Q: 3 clusters Score -5778054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5778048.500000 Penalty: 5548.402344
	Iteration 29Q: 3 clusters Score -5778048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5778046.500000 Penalty: 5548.402344
	Iteration 30Q: 3 clusters Score -5778046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5778056.000000 Penalty: 5548.402344
	Iteration 31Q: 3 clusters Score -5778056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5778044.000000 Penalty: 5548.402344
	Iteration 32Q: 3 clusters Score -5778044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5778044.500000 Penalty: 5548.402344
	Iteration 33Q: 3 clusters Score -5778044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5778045.500000 Penalty: 5548.402344
	Iteration 34Q: 3 clusters Score -5778046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5778048.000000 Penalty: 5548.402344
	Iteration 35Q: 3 clusters Score -5778048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5778047.000000 Penalty: 5548.402344
	Iteration 36Q: 3 clusters Score -5778047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5778046.500000 Penalty: 5548.402344
	Iteration 37Q: 3 clusters Score -5778046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5778041.500000 Penalty: 5548.402344
	Iteration 38Q: 3 clusters Score -5778042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5778043.500000 Penalty: 5548.402344
	Iteration 39Q: 3 clusters Score -5778044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5778043.500000 Penalty: 5548.402344
	Iteration 40F: 3 clusters Score -5778044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Entering Unmasked Estep 
Score: -150507152.000000 Penalty: 135627.765625
Splitting cluster 4 changes total score from -150503680.000000 to -150507152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (6990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Entering Unmasked Estep 
Score: -494786.250000 Penalty: 2195.354492
	Iteration 0F: 2 clusters Score -494786.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -489029.468750 Penalty: 4390.708984
	Iteration 0F: 3 clusters Score -489029.5 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -490783.093750 Penalty: 4390.708984
	Iteration 1F: 3 clusters Score -490783.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -491562.187500 Penalty: 4390.708984
	Iteration 2F: 3 clusters Score -491562.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -492993.718750 Penalty: 4390.708984
	Iteration 3F: 3 clusters Score -492993.7 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -494799.031250 Penalty: 4390.708984
	Iteration 4F: 3 clusters Score -494799 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -495863.593750 Penalty: 4390.708984
	Iteration 5F: 3 clusters Score -495863.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -496603.000000 Penalty: 4390.708984
	Iteration 6F: 3 clusters Score -496603 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -497258.562500 Penalty: 4390.708984
	Iteration 7F: 3 clusters Score -497258.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -497525.781250 Penalty: 4390.708984
	Iteration 8Q: 3 clusters Score -497525.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -497593.468750 Penalty: 4390.708984
	Iteration 9Q: 3 clusters Score -497593.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -497613.375000 Penalty: 4390.708984
	Iteration 10Q: 3 clusters Score -497613.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -497621.500000 Penalty: 4390.708984
	Iteration 11Q: 3 clusters Score -497621.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -497624.906250 Penalty: 4390.708984
	Iteration 12Q: 3 clusters Score -497624.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -497629.312500 Penalty: 4390.708984
	Iteration 13Q: 3 clusters Score -497629.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -497632.781250 Penalty: 4390.708984
	Iteration 14Q: 3 clusters Score -497632.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -497636.406250 Penalty: 4390.708984
	Iteration 15Q: 3 clusters Score -497636.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -497638.375000 Penalty: 4390.708984
	Iteration 16Q: 3 clusters Score -497638.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -497642.187500 Penalty: 4390.708984
	Iteration 17Q: 3 clusters Score -497642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -497646.562500 Penalty: 4390.708984
	Iteration 18Q: 3 clusters Score -497646.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -497654.250000 Penalty: 4390.708984
	Iteration 19Q: 3 clusters Score -497654.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -497660.281250 Penalty: 4390.708984
	Iteration 20F: 3 clusters Score -497660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -497666.281250 Penalty: 4390.708984
	Iteration 21Q: 3 clusters Score -497666.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -497673.843750 Penalty: 4390.708984
	Iteration 22Q: 3 clusters Score -497673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -497681.906250 Penalty: 4390.708984
	Iteration 23Q: 3 clusters Score -497681.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -497692.812500 Penalty: 4390.708984
	Iteration 24Q: 3 clusters Score -497692.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -497709.531250 Penalty: 4390.708984
	Iteration 25Q: 3 clusters Score -497709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -497732.687500 Penalty: 4390.708984
	Iteration 26Q: 3 clusters Score -497732.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -497759.625000 Penalty: 4390.708984
	Iteration 27Q: 3 clusters Score -497759.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -497786.343750 Penalty: 4390.708984
	Iteration 28Q: 3 clusters Score -497786.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -497810.500000 Penalty: 4390.708984
	Iteration 29Q: 3 clusters Score -497810.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -497832.156250 Penalty: 4390.708984
	Iteration 30Q: 3 clusters Score -497832.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -497854.687500 Penalty: 4390.708984
	Iteration 31Q: 3 clusters Score -497854.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -497885.750000 Penalty: 4390.708984
	Iteration 32Q: 3 clusters Score -497885.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -497919.625000 Penalty: 4390.708984
	Iteration 33Q: 3 clusters Score -497919.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -497945.843750 Penalty: 4390.708984
	Iteration 34Q: 3 clusters Score -497945.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -497961.343750 Penalty: 4390.708984
	Iteration 35Q: 3 clusters Score -497961.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -497969.687500 Penalty: 4390.708984
	Iteration 36Q: 3 clusters Score -497969.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -497977.281250 Penalty: 4390.708984
	Iteration 37Q: 3 clusters Score -497977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -497980.875000 Penalty: 4390.708984
	Iteration 38Q: 3 clusters Score -497980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -497983.375000 Penalty: 4390.708984
	Iteration 39Q: 3 clusters Score -497983.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -497986.250000 Penalty: 4390.708984
	Iteration 40F: 3 clusters Score -497986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -497988.593750 Penalty: 4390.708984
	Iteration 41Q: 3 clusters Score -497988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -497990.343750 Penalty: 4390.708984
	Iteration 42Q: 3 clusters Score -497990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -497991.281250 Penalty: 4390.708984
	Iteration 43Q: 3 clusters Score -497991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -497991.562500 Penalty: 4390.708984
	Iteration 44Q: 3 clusters Score -497991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -497993.781250 Penalty: 4390.708984
	Iteration 45Q: 3 clusters Score -497993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -497993.281250 Penalty: 4390.708984
	Iteration 46Q: 3 clusters Score -497993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -497993.281250 Penalty: 4390.708984
	Iteration 47F: 3 clusters Score -497993.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 17952 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Entering Unmasked Estep 
Score: -150508736.000000 Penalty: 139196.921875
Splitting cluster 5 changes total score from -150503680.000000 to -150508736.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (159891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159891 members 
Entering Unmasked Estep 
Score: -13171704.000000 Penalty: 2971.597412
	Iteration 0F: 2 clusters Score -1.31717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -13064422.000000 Penalty: 5943.194824
	Iteration 0F: 3 clusters Score -1.306442e+07 nChanged 76735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -13109092.000000 Penalty: 5943.194824
	Iteration 1F: 3 clusters Score -1.310909e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -13110726.000000 Penalty: 5943.194824
	Iteration 2Q: 3 clusters Score -1.311073e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -13114012.000000 Penalty: 5943.194824
	Iteration 3Q: 3 clusters Score -1.311401e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -13120261.000000 Penalty: 5943.194824
	Iteration 4F: 3 clusters Score -1.312026e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -13129343.000000 Penalty: 5943.194824
	Iteration 5F: 3 clusters Score -1.312934e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 115759 members 
Entering Unmasked Estep 
Score: -13139708.000000 Penalty: 5943.194824
	Iteration 6F: 3 clusters Score -1.313971e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 125219 members 
Entering Unmasked Estep 
Score: -13148441.000000 Penalty: 5943.194824
	Iteration 7F: 3 clusters Score -1.314844e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 133236 members 
Entering Unmasked Estep 
Score: -13155039.000000 Penalty: 5943.194824
	Iteration 8F: 3 clusters Score -1.315504e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 139856 members 
Entering Unmasked Estep 
Score: -13159690.000000 Penalty: 5943.194824
	Iteration 9Q: 3 clusters Score -1.315969e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 145021 members 
Entering Unmasked Estep 
Score: -13162917.000000 Penalty: 5943.194824
	Iteration 10Q: 3 clusters Score -1.316292e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 148966 members 
Entering Unmasked Estep 
Score: -13165269.000000 Penalty: 5943.194824
	Iteration 11Q: 3 clusters Score -1.316527e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 151757 members 
Entering Unmasked Estep 
Score: -13166846.000000 Penalty: 5943.194824
	Iteration 12Q: 3 clusters Score -1.316685e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 153736 members 
Entering Unmasked Estep 
Score: -13167799.000000 Penalty: 5943.194824
	Iteration 13Q: 3 clusters Score -1.31678e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -13168384.000000 Penalty: 5943.194824
	Iteration 14Q: 3 clusters Score -1.316838e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 155924 members 
Entering Unmasked Estep 
Score: -13168806.000000 Penalty: 5943.194824
	Iteration 15Q: 3 clusters Score -1.316881e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 156515 members 
Entering Unmasked Estep 
Score: -13169088.000000 Penalty: 5943.194824
	Iteration 16Q: 3 clusters Score -1.316909e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -13169248.000000 Penalty: 5943.194824
	Iteration 17Q: 3 clusters Score -1.316925e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 157259 members 
Entering Unmasked Estep 
Score: -13169363.000000 Penalty: 5943.194824
	Iteration 18Q: 3 clusters Score -1.316936e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 157471 members 
Entering Unmasked Estep 
Score: -13169429.000000 Penalty: 5943.194824
	Iteration 19Q: 3 clusters Score -1.316943e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 157628 members 
Entering Unmasked Estep 
Score: -13169502.000000 Penalty: 5943.194824
	Iteration 20F: 3 clusters Score -1.31695e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -13169568.000000 Penalty: 5943.194824
	Iteration 21Q: 3 clusters Score -1.316957e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -13169591.000000 Penalty: 5943.194824
	Iteration 22Q: 3 clusters Score -1.316959e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -13169611.000000 Penalty: 5943.194824
	Iteration 23Q: 3 clusters Score -1.316961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -13169604.000000 Penalty: 5943.194824
	Iteration 24Q: 3 clusters Score -1.31696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -13169623.000000 Penalty: 5943.194824
	Iteration 25Q: 3 clusters Score -1.316962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 158010 members 
Entering Unmasked Estep 
Score: -13169619.000000 Penalty: 5943.194824
	Iteration 26Q: 3 clusters Score -1.316962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -13169621.000000 Penalty: 5943.194824
	Iteration 27Q: 3 clusters Score -1.316962e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 158056 members 
Entering Unmasked Estep 
Score: -13169635.000000 Penalty: 5943.194824
	Iteration 28Q: 3 clusters Score -1.316964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -13169628.000000 Penalty: 5943.194824
	Iteration 29Q: 3 clusters Score -1.316963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -13169638.000000 Penalty: 5943.194824
	Iteration 30Q: 3 clusters Score -1.316964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 158109 members 
Entering Unmasked Estep 
Score: -13169649.000000 Penalty: 5943.194824
	Iteration 31Q: 3 clusters Score -1.316965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -13169646.000000 Penalty: 5943.194824
	Iteration 32Q: 3 clusters Score -1.316965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -13169642.000000 Penalty: 5943.194824
	Iteration 33Q: 3 clusters Score -1.316964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -13169652.000000 Penalty: 5943.194824
	Iteration 34Q: 3 clusters Score -1.316965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -13169645.000000 Penalty: 5943.194824
	Iteration 35Q: 3 clusters Score -1.316964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -13169648.000000 Penalty: 5943.194824
	Iteration 36Q: 3 clusters Score -1.316965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -13169657.000000 Penalty: 5943.194824
	Iteration 37Q: 3 clusters Score -1.316966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 158134 members 
Entering Unmasked Estep 
Score: -13169649.000000 Penalty: 5943.194824
	Iteration 38Q: 3 clusters Score -1.316965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -13169652.000000 Penalty: 5943.194824
	Iteration 39Q: 3 clusters Score -1.316965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -13169643.000000 Penalty: 5943.194824
	Iteration 40F: 3 clusters Score -1.316964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -13169646.000000 Penalty: 5943.194824
	Iteration 41Q: 3 clusters Score -1.316965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -13169652.000000 Penalty: 5943.194824
	Iteration 42Q: 3 clusters Score -1.316965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -13169653.000000 Penalty: 5943.194824
	Iteration 43Q: 3 clusters Score -1.316965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -13169653.000000 Penalty: 5943.194824
	Iteration 44Q: 3 clusters Score -1.316965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -13169638.000000 Penalty: 5943.194824
	Iteration 45Q: 3 clusters Score -1.316964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -13169645.000000 Penalty: 5943.194824
	Iteration 46Q: 3 clusters Score -1.316964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -13169645.000000 Penalty: 5943.194824
	Iteration 47F: 3 clusters Score -1.316964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Entering Unmasked Estep 
Score: -1224886.625000 Penalty: 2429.273193
	Iteration 0F: 2 clusters Score -1224887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1212281.875000 Penalty: 4858.546387
	Iteration 0F: 3 clusters Score -1212282 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1217325.750000 Penalty: 4858.546387
	Iteration 1F: 3 clusters Score -1217326 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1218349.500000 Penalty: 4858.546387
	Iteration 2F: 3 clusters Score -1218350 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1219413.375000 Penalty: 4858.546387
	Iteration 3F: 3 clusters Score -1219413 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1220473.250000 Penalty: 4858.546387
	Iteration 4F: 3 clusters Score -1220473 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1221611.000000 Penalty: 4858.546387
	Iteration 5F: 3 clusters Score -1221611 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1223024.125000 Penalty: 4858.546387
	Iteration 6F: 3 clusters Score -1223024 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1224412.125000 Penalty: 4858.546387
	Iteration 7F: 3 clusters Score -1224412 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1225684.875000 Penalty: 4858.546387
	Iteration 8F: 3 clusters Score -1225685 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1226909.750000 Penalty: 4858.546387
	Iteration 9F: 3 clusters Score -1226910 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1228043.875000 Penalty: 4858.546387
	Iteration 10Q: 3 clusters Score -1228044 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1228674.250000 Penalty: 4858.546387
	Iteration 11Q: 3 clusters Score -1228674 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1228911.250000 Penalty: 4858.546387
	Iteration 12Q: 3 clusters Score -1228911 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1229039.375000 Penalty: 4858.546387
	Iteration 13Q: 3 clusters Score -1229039 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1229127.000000 Penalty: 4858.546387
	Iteration 14Q: 3 clusters Score -1229127 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1229187.125000 Penalty: 4858.546387
	Iteration 15Q: 3 clusters Score -1229187 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1229233.625000 Penalty: 4858.546387
	Iteration 16Q: 3 clusters Score -1229234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1229273.375000 Penalty: 4858.546387
	Iteration 17Q: 3 clusters Score -1229273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1229306.500000 Penalty: 4858.546387
	Iteration 18Q: 3 clusters Score -1229306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1229342.625000 Penalty: 4858.546387
	Iteration 19Q: 3 clusters Score -1229343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1229369.125000 Penalty: 4858.546387
	Iteration 20F: 3 clusters Score -1229369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1229396.250000 Penalty: 4858.546387
	Iteration 21Q: 3 clusters Score -1229396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1229425.625000 Penalty: 4858.546387
	Iteration 22Q: 3 clusters Score -1229426 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1229443.750000 Penalty: 4858.546387
	Iteration 23Q: 3 clusters Score -1229444 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1229466.250000 Penalty: 4858.546387
	Iteration 24Q: 3 clusters Score -1229466 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1229494.875000 Penalty: 4858.546387
	Iteration 25Q: 3 clusters Score -1229495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1229533.875000 Penalty: 4858.546387
	Iteration 26Q: 3 clusters Score -1229534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1229577.000000 Penalty: 4858.546387
	Iteration 27Q: 3 clusters Score -1229577 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1229620.125000 Penalty: 4858.546387
	Iteration 28Q: 3 clusters Score -1229620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1229667.500000 Penalty: 4858.546387
	Iteration 29Q: 3 clusters Score -1229668 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1229730.625000 Penalty: 4858.546387
	Iteration 30Q: 3 clusters Score -1229731 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1229823.000000 Penalty: 4858.546387
	Iteration 31Q: 3 clusters Score -1229823 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1229909.000000 Penalty: 4858.546387
	Iteration 32Q: 3 clusters Score -1229909 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1230000.750000 Penalty: 4858.546387
	Iteration 33Q: 3 clusters Score -1230001 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1230125.000000 Penalty: 4858.546387
	Iteration 34Q: 3 clusters Score -1230125 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1230271.000000 Penalty: 4858.546387
	Iteration 35Q: 3 clusters Score -1230271 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1230408.125000 Penalty: 4858.546387
	Iteration 36Q: 3 clusters Score -1230408 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1230567.125000 Penalty: 4858.546387
	Iteration 37Q: 3 clusters Score -1230567 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1230795.500000 Penalty: 4858.546387
	Iteration 38Q: 3 clusters Score -1230796 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1231048.625000 Penalty: 4858.546387
	Iteration 39Q: 3 clusters Score -1231049 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1231355.625000 Penalty: 4858.546387
	Iteration 40F: 3 clusters Score -1231356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1231745.875000 Penalty: 4858.546387
	Iteration 41Q: 3 clusters Score -1231746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1232242.375000 Penalty: 4858.546387
	Iteration 42Q: 3 clusters Score -1232242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1232556.375000 Penalty: 4858.546387
	Iteration 43Q: 3 clusters Score -1232556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1232690.000000 Penalty: 4858.546387
	Iteration 44Q: 3 clusters Score -1232690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1232744.125000 Penalty: 4858.546387
	Iteration 45Q: 3 clusters Score -1232744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1232768.500000 Penalty: 4858.546387
	Iteration 46Q: 3 clusters Score -1232768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1232777.875000 Penalty: 4858.546387
	Iteration 47Q: 3 clusters Score -1232778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1232784.375000 Penalty: 4858.546387
	Iteration 48Q: 3 clusters Score -1232784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1232787.250000 Penalty: 4858.546387
	Iteration 49Q: 3 clusters Score -1232787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1232788.250000 Penalty: 4858.546387
	Iteration 50Q: 3 clusters Score -1232788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1232790.625000 Penalty: 4858.546387
	Iteration 51Q: 3 clusters Score -1232791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1232793.750000 Penalty: 4858.546387
	Iteration 52Q: 3 clusters Score -1232794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1232797.250000 Penalty: 4858.546387
	Iteration 53Q: 3 clusters Score -1232797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1232797.250000 Penalty: 4858.546387
	Iteration 54F: 3 clusters Score -1232797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Entering Unmasked Estep 
Score: -150515776.000000 Penalty: 142766.062500
Splitting cluster 7 changes total score from -150503680.000000 to -150515776.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -794003.875000 Penalty: 2294.843262
	Iteration 0F: 2 clusters Score -794003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -786126.687500 Penalty: 4589.686523
	Iteration 0F: 3 clusters Score -786126.7 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -788745.375000 Penalty: 4589.686523
	Iteration 1F: 3 clusters Score -788745.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -789622.125000 Penalty: 4589.686523
	Iteration 2F: 3 clusters Score -789622.1 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -791119.562500 Penalty: 4589.686523
	Iteration 3F: 3 clusters Score -791119.6 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -793336.500000 Penalty: 4589.686523
	Iteration 4F: 3 clusters Score -793336.5 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -795459.375000 Penalty: 4589.686523
	Iteration 5F: 3 clusters Score -795459.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -796420.625000 Penalty: 4589.686523
	Iteration 6F: 3 clusters Score -796420.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -796637.187500 Penalty: 4589.686523
	Iteration 7Q: 3 clusters Score -796637.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -796727.687500 Penalty: 4589.686523
	Iteration 8Q: 3 clusters Score -796727.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -796764.937500 Penalty: 4589.686523
	Iteration 9Q: 3 clusters Score -796764.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -796785.625000 Penalty: 4589.686523
	Iteration 10Q: 3 clusters Score -796785.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -796799.125000 Penalty: 4589.686523
	Iteration 11Q: 3 clusters Score -796799.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -796809.187500 Penalty: 4589.686523
	Iteration 12Q: 3 clusters Score -796809.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -796818.875000 Penalty: 4589.686523
	Iteration 13Q: 3 clusters Score -796818.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -796831.250000 Penalty: 4589.686523
	Iteration 14Q: 3 clusters Score -796831.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -796855.500000 Penalty: 4589.686523
	Iteration 15Q: 3 clusters Score -796855.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -796874.375000 Penalty: 4589.686523
	Iteration 16Q: 3 clusters Score -796874.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -796894.437500 Penalty: 4589.686523
	Iteration 17Q: 3 clusters Score -796894.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -796916.500000 Penalty: 4589.686523
	Iteration 18Q: 3 clusters Score -796916.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -796936.937500 Penalty: 4589.686523
	Iteration 19Q: 3 clusters Score -796936.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -796956.062500 Penalty: 4589.686523
	Iteration 20F: 3 clusters Score -796956.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -796975.750000 Penalty: 4589.686523
	Iteration 21Q: 3 clusters Score -796975.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -796987.187500 Penalty: 4589.686523
	Iteration 22Q: 3 clusters Score -796987.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -796995.875000 Penalty: 4589.686523
	Iteration 23Q: 3 clusters Score -796995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -796998.812500 Penalty: 4589.686523
	Iteration 24Q: 3 clusters Score -796998.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -797001.625000 Penalty: 4589.686523
	Iteration 25Q: 3 clusters Score -797001.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -797010.062500 Penalty: 4589.686523
	Iteration 26Q: 3 clusters Score -797010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -797011.687500 Penalty: 4589.686523
	Iteration 27Q: 3 clusters Score -797011.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -797015.562500 Penalty: 4589.686523
	Iteration 28Q: 3 clusters Score -797015.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -797018.375000 Penalty: 4589.686523
	Iteration 29Q: 3 clusters Score -797018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -797019.062500 Penalty: 4589.686523
	Iteration 30Q: 3 clusters Score -797019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -797020.750000 Penalty: 4589.686523
	Iteration 31Q: 3 clusters Score -797020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -797027.062500 Penalty: 4589.686523
	Iteration 32Q: 3 clusters Score -797027.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -797026.250000 Penalty: 4589.686523
	Iteration 33Q: 3 clusters Score -797026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -797030.875000 Penalty: 4589.686523
	Iteration 34Q: 3 clusters Score -797030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -797031.312500 Penalty: 4589.686523
	Iteration 35Q: 3 clusters Score -797031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -797034.875000 Penalty: 4589.686523
	Iteration 36Q: 3 clusters Score -797034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -797032.375000 Penalty: 4589.686523
	Iteration 37Q: 3 clusters Score -797032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -797035.312500 Penalty: 4589.686523
	Iteration 38Q: 3 clusters Score -797035.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -797037.937500 Penalty: 4589.686523
	Iteration 39Q: 3 clusters Score -797037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -797040.750000 Penalty: 4589.686523
	Iteration 40F: 3 clusters Score -797040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -797039.125000 Penalty: 4589.686523
	Iteration 41Q: 3 clusters Score -797039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -797040.375000 Penalty: 4589.686523
	Iteration 42Q: 3 clusters Score -797040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -797038.875000 Penalty: 4589.686523
	Iteration 43Q: 3 clusters Score -797038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -797038.875000 Penalty: 4589.686523
	Iteration 44F: 3 clusters Score -797038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 44100 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Entering Unmasked Estep 
Score: -150517664.000000 Penalty: 146335.218750
Splitting cluster 8 changes total score from -150503680.000000 to -150517664.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (44100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Entering Unmasked Estep 
Score: -4262812.000000 Penalty: 2652.165283
	Iteration 0F: 2 clusters Score -4262812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4233172.500000 Penalty: 5304.330566
	Iteration 0F: 3 clusters Score -4233172 nChanged 20188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4245719.000000 Penalty: 5304.330566
	Iteration 1F: 3 clusters Score -4245719 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4251457.500000 Penalty: 5304.330566
	Iteration 2F: 3 clusters Score -4251458 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4263491.500000 Penalty: 5304.330566
	Iteration 3F: 3 clusters Score -4263492 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4277408.500000 Penalty: 5304.330566
	Iteration 4F: 3 clusters Score -4277408 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -4282652.000000 Penalty: 5304.330566
	Iteration 5F: 3 clusters Score -4282652 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -4283799.000000 Penalty: 5304.330566
	Iteration 6Q: 3 clusters Score -4283799 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -4284326.000000 Penalty: 5304.330566
	Iteration 7Q: 3 clusters Score -4284326 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4284671.000000 Penalty: 5304.330566
	Iteration 8Q: 3 clusters Score -4284671 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4284929.000000 Penalty: 5304.330566
	Iteration 9Q: 3 clusters Score -4284929 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4285388.000000 Penalty: 5304.330566
	Iteration 10Q: 3 clusters Score -4285388 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4286618.000000 Penalty: 5304.330566
	Iteration 11Q: 3 clusters Score -4286618 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4288369.000000 Penalty: 5304.330566
	Iteration 12Q: 3 clusters Score -4288369 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4289627.500000 Penalty: 5304.330566
	Iteration 13Q: 3 clusters Score -4289628 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4290748.500000 Penalty: 5304.330566
	Iteration 14Q: 3 clusters Score -4290748 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4291618.500000 Penalty: 5304.330566
	Iteration 15Q: 3 clusters Score -4291618 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4292038.000000 Penalty: 5304.330566
	Iteration 16Q: 3 clusters Score -4292038 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4292140.500000 Penalty: 5304.330566
	Iteration 17Q: 3 clusters Score -4292140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4292210.000000 Penalty: 5304.330566
	Iteration 18Q: 3 clusters Score -4292210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4292194.500000 Penalty: 5304.330566
	Iteration 19Q: 3 clusters Score -4292194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4292223.000000 Penalty: 5304.330566
	Iteration 20F: 3 clusters Score -4292223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4292225.000000 Penalty: 5304.330566
	Iteration 21Q: 3 clusters Score -4292225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4292226.000000 Penalty: 5304.330566
	Iteration 22Q: 3 clusters Score -4292226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4292217.500000 Penalty: 5304.330566
	Iteration 23Q: 3 clusters Score -4292218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4292217.500000 Penalty: 5304.330566
	Iteration 24F: 3 clusters Score -4292218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Entering Unmasked Estep 
Score: -150546288.000000 Penalty: 149904.375000
Splitting cluster 9 changes total score from -150503680.000000 to -150546288.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (4880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Entering Unmasked Estep 
Score: -324276.031250 Penalty: 2106.239502
	Iteration 0F: 2 clusters Score -324276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -319845.687500 Penalty: 4212.479004
	Iteration 0F: 3 clusters Score -319845.7 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -320939.906250 Penalty: 4212.479004
	Iteration 1F: 3 clusters Score -320939.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -321366.218750 Penalty: 4212.479004
	Iteration 2F: 3 clusters Score -321366.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -322341.593750 Penalty: 4212.479004
	Iteration 3F: 3 clusters Score -322341.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -324125.531250 Penalty: 4212.479004
	Iteration 4F: 3 clusters Score -324125.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -325525.000000 Penalty: 4212.479004
	Iteration 5F: 3 clusters Score -325525 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -326197.062500 Penalty: 4212.479004
	Iteration 6F: 3 clusters Score -326197.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -326653.593750 Penalty: 4212.479004
	Iteration 7Q: 3 clusters Score -326653.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -327084.656250 Penalty: 4212.479004
	Iteration 8Q: 3 clusters Score -327084.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -327460.468750 Penalty: 4212.479004
	Iteration 9Q: 3 clusters Score -327460.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -327714.125000 Penalty: 4212.479004
	Iteration 10Q: 3 clusters Score -327714.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -327858.406250 Penalty: 4212.479004
	Iteration 11Q: 3 clusters Score -327858.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -327936.218750 Penalty: 4212.479004
	Iteration 12Q: 3 clusters Score -327936.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -327968.437500 Penalty: 4212.479004
	Iteration 13Q: 3 clusters Score -327968.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -327980.312500 Penalty: 4212.479004
	Iteration 14Q: 3 clusters Score -327980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -327987.343750 Penalty: 4212.479004
	Iteration 15Q: 3 clusters Score -327987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -327988.656250 Penalty: 4212.479004
	Iteration 16Q: 3 clusters Score -327988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -327989.281250 Penalty: 4212.479004
	Iteration 17Q: 3 clusters Score -327989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -327989.718750 Penalty: 4212.479004
	Iteration 18Q: 3 clusters Score -327989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -327989.312500 Penalty: 4212.479004
	Iteration 19Q: 3 clusters Score -327989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -327989.312500 Penalty: 4212.479004
	Iteration 20F: 3 clusters Score -327989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Entering Unmasked Estep 
Score: -150548896.000000 Penalty: 153473.531250
Splitting cluster 10 changes total score from -150503680.000000 to -150548896.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (55678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Entering Unmasked Estep 
Score: -4509105.000000 Penalty: 2709.980469
	Iteration 0F: 2 clusters Score -4509105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4471753.000000 Penalty: 5419.960938
	Iteration 0F: 3 clusters Score -4471753 nChanged 25728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4485859.500000 Penalty: 5419.960938
	Iteration 1F: 3 clusters Score -4485860 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4486566.500000 Penalty: 5419.960938
	Iteration 2Q: 3 clusters Score -4486566 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4487752.500000 Penalty: 5419.960938
	Iteration 3Q: 3 clusters Score -4487752 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4489998.500000 Penalty: 5419.960938
	Iteration 4F: 3 clusters Score -4489998 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -4493527.500000 Penalty: 5419.960938
	Iteration 5F: 3 clusters Score -4493528 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4497652.000000 Penalty: 5419.960938
	Iteration 6F: 3 clusters Score -4497652 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4501007.000000 Penalty: 5419.960938
	Iteration 7F: 3 clusters Score -4501007 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4502920.500000 Penalty: 5419.960938
	Iteration 8F: 3 clusters Score -4502920 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4503731.500000 Penalty: 5419.960938
	Iteration 9Q: 3 clusters Score -4503732 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4504060.500000 Penalty: 5419.960938
	Iteration 10Q: 3 clusters Score -4504060 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4504202.500000 Penalty: 5419.960938
	Iteration 11Q: 3 clusters Score -4504202 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4504273.500000 Penalty: 5419.960938
	Iteration 12Q: 3 clusters Score -4504274 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4504318.000000 Penalty: 5419.960938
	Iteration 13Q: 3 clusters Score -4504318 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4504324.000000 Penalty: 5419.960938
	Iteration 14Q: 3 clusters Score -4504324 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4504340.000000 Penalty: 5419.960938
	Iteration 15Q: 3 clusters Score -4504340 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -4504350.500000 Penalty: 5419.960938
	Iteration 16Q: 3 clusters Score -4504350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4504338.500000 Penalty: 5419.960938
	Iteration 17Q: 3 clusters Score -4504338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4504347.500000 Penalty: 5419.960938
	Iteration 18Q: 3 clusters Score -4504348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4504369.500000 Penalty: 5419.960938
	Iteration 19Q: 3 clusters Score -4504370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4504389.000000 Penalty: 5419.960938
	Iteration 20F: 3 clusters Score -4504389 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4504395.000000 Penalty: 5419.960938
	Iteration 21Q: 3 clusters Score -4504395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4504397.000000 Penalty: 5419.960938
	Iteration 22Q: 3 clusters Score -4504397 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4504420.000000 Penalty: 5419.960938
	Iteration 23Q: 3 clusters Score -4504420 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4504437.000000 Penalty: 5419.960938
	Iteration 24Q: 3 clusters Score -4504437 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4504437.500000 Penalty: 5419.960938
	Iteration 25Q: 3 clusters Score -4504438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4504436.000000 Penalty: 5419.960938
	Iteration 26Q: 3 clusters Score -4504436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4504446.000000 Penalty: 5419.960938
	Iteration 27Q: 3 clusters Score -4504446 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4504470.500000 Penalty: 5419.960938
	Iteration 28Q: 3 clusters Score -4504470 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4504486.000000 Penalty: 5419.960938
	Iteration 29Q: 3 clusters Score -4504486 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4504504.000000 Penalty: 5419.960938
	Iteration 30Q: 3 clusters Score -4504504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4504525.000000 Penalty: 5419.960938
	Iteration 31Q: 3 clusters Score -4504525 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4504544.000000 Penalty: 5419.960938
	Iteration 32Q: 3 clusters Score -4504544 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4504576.500000 Penalty: 5419.960938
	Iteration 33Q: 3 clusters Score -4504576 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4504607.000000 Penalty: 5419.960938
	Iteration 34Q: 3 clusters Score -4504607 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4504668.000000 Penalty: 5419.960938
	Iteration 35Q: 3 clusters Score -4504668 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4504718.000000 Penalty: 5419.960938
	Iteration 36Q: 3 clusters Score -4504718 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4504750.500000 Penalty: 5419.960938
	Iteration 37Q: 3 clusters Score -4504750 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4504815.500000 Penalty: 5419.960938
	Iteration 38Q: 3 clusters Score -4504816 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4504886.500000 Penalty: 5419.960938
	Iteration 39Q: 3 clusters Score -4504886 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4504941.000000 Penalty: 5419.960938
	Iteration 40F: 3 clusters Score -4504941 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4505002.500000 Penalty: 5419.960938
	Iteration 41Q: 3 clusters Score -4505002 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4505112.500000 Penalty: 5419.960938
	Iteration 42Q: 3 clusters Score -4505112 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -4505265.500000 Penalty: 5419.960938
	Iteration 43Q: 3 clusters Score -4505266 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4505462.000000 Penalty: 5419.960938
	Iteration 44Q: 3 clusters Score -4505462 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4505713.000000 Penalty: 5419.960938
	Iteration 45Q: 3 clusters Score -4505713 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4506022.000000 Penalty: 5419.960938
	Iteration 46Q: 3 clusters Score -4506022 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4506386.000000 Penalty: 5419.960938
	Iteration 47Q: 3 clusters Score -4506386 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4506764.000000 Penalty: 5419.960938
	Iteration 48Q: 3 clusters Score -4506764 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4507121.000000 Penalty: 5419.960938
	Iteration 49Q: 3 clusters Score -4507121 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4507478.000000 Penalty: 5419.960938
	Iteration 50Q: 3 clusters Score -4507478 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4507787.500000 Penalty: 5419.960938
	Iteration 51Q: 3 clusters Score -4507788 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4508037.500000 Penalty: 5419.960938
	Iteration 52Q: 3 clusters Score -4508038 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4508194.000000 Penalty: 5419.960938
	Iteration 53Q: 3 clusters Score -4508194 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4508342.000000 Penalty: 5419.960938
	Iteration 54Q: 3 clusters Score -4508342 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -4508464.500000 Penalty: 5419.960938
	Iteration 55Q: 3 clusters Score -4508464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4508562.000000 Penalty: 5419.960938
	Iteration 56Q: 3 clusters Score -4508562 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4508634.000000 Penalty: 5419.960938
	Iteration 57Q: 3 clusters Score -4508634 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4508690.000000 Penalty: 5419.960938
	Iteration 58Q: 3 clusters Score -4508690 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4508729.000000 Penalty: 5419.960938
	Iteration 59Q: 3 clusters Score -4508729 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4508783.500000 Penalty: 5419.960938
	Iteration 60F: 3 clusters Score -4508784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4508792.500000 Penalty: 5419.960938
	Iteration 61Q: 3 clusters Score -4508792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4508806.000000 Penalty: 5419.960938
	Iteration 62Q: 3 clusters Score -4508806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -4508820.500000 Penalty: 5419.960938
	Iteration 63Q: 3 clusters Score -4508820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4508832.500000 Penalty: 5419.960938
	Iteration 64Q: 3 clusters Score -4508832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -4508850.000000 Penalty: 5419.960938
	Iteration 65Q: 3 clusters Score -4508850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4508875.500000 Penalty: 5419.960938
	Iteration 66Q: 3 clusters Score -4508876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4508876.000000 Penalty: 5419.960938
	Iteration 67Q: 3 clusters Score -4508876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4508880.500000 Penalty: 5419.960938
	Iteration 68Q: 3 clusters Score -4508880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4508887.500000 Penalty: 5419.960938
	Iteration 69Q: 3 clusters Score -4508888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4508907.000000 Penalty: 5419.960938
	Iteration 70Q: 3 clusters Score -4508907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4508911.500000 Penalty: 5419.960938
	Iteration 71Q: 3 clusters Score -4508912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4508928.000000 Penalty: 5419.960938
	Iteration 72Q: 3 clusters Score -4508928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4508924.000000 Penalty: 5419.960938
	Iteration 73Q: 3 clusters Score -4508924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4508937.000000 Penalty: 5419.960938
	Iteration 74Q: 3 clusters Score -4508937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4508930.500000 Penalty: 5419.960938
	Iteration 75Q: 3 clusters Score -4508930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4508933.500000 Penalty: 5419.960938
	Iteration 76Q: 3 clusters Score -4508934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4508935.000000 Penalty: 5419.960938
	Iteration 77Q: 3 clusters Score -4508935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -4508932.000000 Penalty: 5419.960938
	Iteration 78Q: 3 clusters Score -4508932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4508931.500000 Penalty: 5419.960938
	Iteration 79Q: 3 clusters Score -4508932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4508926.000000 Penalty: 5419.960938
	Iteration 80F: 3 clusters Score -4508926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4508929.500000 Penalty: 5419.960938
	Iteration 81Q: 3 clusters Score -4508930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4508932.000000 Penalty: 5419.960938
	Iteration 82Q: 3 clusters Score -4508932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4508932.500000 Penalty: 5419.960938
	Iteration 83Q: 3 clusters Score -4508932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4508934.500000 Penalty: 5419.960938
	Iteration 84Q: 3 clusters Score -4508934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4508934.000000 Penalty: 5419.960938
	Iteration 85Q: 3 clusters Score -4508934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4508931.000000 Penalty: 5419.960938
	Iteration 86Q: 3 clusters Score -4508931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4508935.000000 Penalty: 5419.960938
	Iteration 87Q: 3 clusters Score -4508935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4508928.500000 Penalty: 5419.960938
	Iteration 88Q: 3 clusters Score -4508928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4508929.000000 Penalty: 5419.960938
	Iteration 89Q: 3 clusters Score -4508929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4508929.500000 Penalty: 5419.960938
	Iteration 90Q: 3 clusters Score -4508930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4508930.000000 Penalty: 5419.960938
	Iteration 91Q: 3 clusters Score -4508930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4508930.000000 Penalty: 5419.960938
	Iteration 92F: 3 clusters Score -4508930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -174804.203125 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -174804.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -172210.390625 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -172210.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -173668.984375 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -173669 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -175449.703125 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -175449.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -176331.125000 Penalty: 3832.638916
	Iteration 3F: 3 clusters Score -176331.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -176724.625000 Penalty: 3832.638916
	Iteration 4F: 3 clusters Score -176724.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -176887.140625 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -176887.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -176950.796875 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -176950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -176970.796875 Penalty: 3832.638916
	Iteration 7Q: 3 clusters Score -176970.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -176989.906250 Penalty: 3832.638916
	Iteration 8Q: 3 clusters Score -176989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -177006.921875 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -177006.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -177015.156250 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -177015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -177018.203125 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -177018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -177020.531250 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -177020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -177025.437500 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -177025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -177028.625000 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -177028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -177035.640625 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -177035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -177040.109375 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -177040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -177044.718750 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -177044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -177048.390625 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -177048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -177051.828125 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -177051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -177051.828125 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -177051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 166753 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Entering Unmasked Estep 
Score: -150549024.000000 Penalty: 157042.671875
Splitting cluster 12 changes total score from -150503680.000000 to -150549024.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (166753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Entering Unmasked Estep 
Score: -17049240.000000 Penalty: 2982.018799
	Iteration 0F: 2 clusters Score -1.704924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -16972288.000000 Penalty: 5964.037598
	Iteration 0F: 3 clusters Score -1.697229e+07 nChanged 79958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -17019570.000000 Penalty: 5964.037598
	Iteration 1F: 3 clusters Score -1.701957e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -17022064.000000 Penalty: 5964.037598
	Iteration 2Q: 3 clusters Score -1.702206e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -17025208.000000 Penalty: 5964.037598
	Iteration 3F: 3 clusters Score -1.702521e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 108092 members 
Entering Unmasked Estep 
Score: -17029382.000000 Penalty: 5964.037598
	Iteration 4F: 3 clusters Score -1.702938e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -17034552.000000 Penalty: 5964.037598
	Iteration 5F: 3 clusters Score -1.703455e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 116356 members 
Entering Unmasked Estep 
Score: -17039828.000000 Penalty: 5964.037598
	Iteration 6F: 3 clusters Score -1.703983e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -17042816.000000 Penalty: 5964.037598
	Iteration 7F: 3 clusters Score -1.704282e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 111551 members 
Entering Unmasked Estep 
Score: -17043692.000000 Penalty: 5964.037598
	Iteration 8Q: 3 clusters Score -1.704369e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -17043902.000000 Penalty: 5964.037598
	Iteration 9Q: 3 clusters Score -1.70439e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -17044358.000000 Penalty: 5964.037598
	Iteration 10Q: 3 clusters Score -1.704436e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -17044738.000000 Penalty: 5964.037598
	Iteration 11Q: 3 clusters Score -1.704474e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -17045528.000000 Penalty: 5964.037598
	Iteration 12Q: 3 clusters Score -1.704553e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -17046522.000000 Penalty: 5964.037598
	Iteration 13Q: 3 clusters Score -1.704652e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -17047452.000000 Penalty: 5964.037598
	Iteration 14Q: 3 clusters Score -1.704745e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -17048326.000000 Penalty: 5964.037598
	Iteration 15Q: 3 clusters Score -1.704833e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85100 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -17049396.000000 Penalty: 5964.037598
	Iteration 16Q: 3 clusters Score -1.70494e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -17050462.000000 Penalty: 5964.037598
	Iteration 17Q: 3 clusters Score -1.705046e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -17051380.000000 Penalty: 5964.037598
	Iteration 18Q: 3 clusters Score -1.705138e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -17052016.000000 Penalty: 5964.037598
	Iteration 19Q: 3 clusters Score -1.705202e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -17052696.000000 Penalty: 5964.037598
	Iteration 20F: 3 clusters Score -1.70527e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -17053348.000000 Penalty: 5964.037598
	Iteration 21Q: 3 clusters Score -1.705335e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -17053778.000000 Penalty: 5964.037598
	Iteration 22Q: 3 clusters Score -1.705378e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -17054166.000000 Penalty: 5964.037598
	Iteration 23Q: 3 clusters Score -1.705417e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -17054568.000000 Penalty: 5964.037598
	Iteration 24Q: 3 clusters Score -1.705457e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -17054992.000000 Penalty: 5964.037598
	Iteration 25Q: 3 clusters Score -1.705499e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -17055490.000000 Penalty: 5964.037598
	Iteration 26Q: 3 clusters Score -1.705549e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -17056206.000000 Penalty: 5964.037598
	Iteration 27Q: 3 clusters Score -1.705621e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -17057050.000000 Penalty: 5964.037598
	Iteration 28Q: 3 clusters Score -1.705705e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -17057882.000000 Penalty: 5964.037598
	Iteration 29Q: 3 clusters Score -1.705788e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -17059126.000000 Penalty: 5964.037598
	Iteration 30Q: 3 clusters Score -1.705913e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -17060740.000000 Penalty: 5964.037598
	Iteration 31Q: 3 clusters Score -1.706074e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -17062468.000000 Penalty: 5964.037598
	Iteration 32Q: 3 clusters Score -1.706247e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -17064580.000000 Penalty: 5964.037598
	Iteration 33Q: 3 clusters Score -1.706458e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -17066740.000000 Penalty: 5964.037598
	Iteration 34Q: 3 clusters Score -1.706674e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110376 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -17068410.000000 Penalty: 5964.037598
	Iteration 35Q: 3 clusters Score -1.706841e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -17069700.000000 Penalty: 5964.037598
	Iteration 36Q: 3 clusters Score -1.70697e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111372 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -17070778.000000 Penalty: 5964.037598
	Iteration 37Q: 3 clusters Score -1.707078e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111757 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -17071406.000000 Penalty: 5964.037598
	Iteration 38Q: 3 clusters Score -1.707141e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112057 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -17071780.000000 Penalty: 5964.037598
	Iteration 39Q: 3 clusters Score -1.707178e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112335 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -17073102.000000 Penalty: 5964.037598
	Iteration 40F: 3 clusters Score -1.70731e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -17073562.000000 Penalty: 5964.037598
	Iteration 41Q: 3 clusters Score -1.707356e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -17073654.000000 Penalty: 5964.037598
	Iteration 42Q: 3 clusters Score -1.707365e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -17073610.000000 Penalty: 5964.037598
	Iteration 43Q: 3 clusters Score -1.707361e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -17073550.000000 Penalty: 5964.037598
	Iteration 44Q: 3 clusters Score -1.707355e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -17073516.000000 Penalty: 5964.037598
	Iteration 45Q: 3 clusters Score -1.707352e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -17073438.000000 Penalty: 5964.037598
	Iteration 46Q: 3 clusters Score -1.707344e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -17073448.000000 Penalty: 5964.037598
	Iteration 47Q: 3 clusters Score -1.707345e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -17073434.000000 Penalty: 5964.037598
	Iteration 48Q: 3 clusters Score -1.707343e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -17073394.000000 Penalty: 5964.037598
	Iteration 49Q: 3 clusters Score -1.707339e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -17073384.000000 Penalty: 5964.037598
	Iteration 50Q: 3 clusters Score -1.707338e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -17073362.000000 Penalty: 5964.037598
	Iteration 51Q: 3 clusters Score -1.707336e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -17073370.000000 Penalty: 5964.037598
	Iteration 52Q: 3 clusters Score -1.707337e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108628 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -17073376.000000 Penalty: 5964.037598
	Iteration 53Q: 3 clusters Score -1.707338e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -17073352.000000 Penalty: 5964.037598
	Iteration 54Q: 3 clusters Score -1.707335e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108384 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -17073352.000000 Penalty: 5964.037598
	Iteration 55Q: 3 clusters Score -1.707335e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -17073334.000000 Penalty: 5964.037598
	Iteration 56Q: 3 clusters Score -1.707333e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -17073328.000000 Penalty: 5964.037598
	Iteration 57Q: 3 clusters Score -1.707333e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108155 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -17073338.000000 Penalty: 5964.037598
	Iteration 58Q: 3 clusters Score -1.707334e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -17073346.000000 Penalty: 5964.037598
	Iteration 59Q: 3 clusters Score -1.707335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -17073346.000000 Penalty: 5964.037598
	Iteration 60F: 3 clusters Score -1.707335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108052 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -17073342.000000 Penalty: 5964.037598
	Iteration 61Q: 3 clusters Score -1.707334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -17073356.000000 Penalty: 5964.037598
	Iteration 62Q: 3 clusters Score -1.707336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -17073350.000000 Penalty: 5964.037598
	Iteration 63Q: 3 clusters Score -1.707335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -17073352.000000 Penalty: 5964.037598
	Iteration 64Q: 3 clusters Score -1.707335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -17073360.000000 Penalty: 5964.037598
	Iteration 65Q: 3 clusters Score -1.707336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -17073354.000000 Penalty: 5964.037598
	Iteration 66Q: 3 clusters Score -1.707335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107948 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -17073352.000000 Penalty: 5964.037598
	Iteration 67Q: 3 clusters Score -1.707335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -17073346.000000 Penalty: 5964.037598
	Iteration 68Q: 3 clusters Score -1.707335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -17073348.000000 Penalty: 5964.037598
	Iteration 69Q: 3 clusters Score -1.707335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -17073360.000000 Penalty: 5964.037598
	Iteration 70Q: 3 clusters Score -1.707336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -17073356.000000 Penalty: 5964.037598
	Iteration 71Q: 3 clusters Score -1.707336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -17073378.000000 Penalty: 5964.037598
	Iteration 72Q: 3 clusters Score -1.707338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -17073380.000000 Penalty: 5964.037598
	Iteration 73Q: 3 clusters Score -1.707338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -17073364.000000 Penalty: 5964.037598
	Iteration 74Q: 3 clusters Score -1.707336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -17073374.000000 Penalty: 5964.037598
	Iteration 75Q: 3 clusters Score -1.707337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -17073378.000000 Penalty: 5964.037598
	Iteration 76Q: 3 clusters Score -1.707338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -17073382.000000 Penalty: 5964.037598
	Iteration 77Q: 3 clusters Score -1.707338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -17073374.000000 Penalty: 5964.037598
	Iteration 78Q: 3 clusters Score -1.707337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -17073364.000000 Penalty: 5964.037598
	Iteration 79Q: 3 clusters Score -1.707336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107864 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -17073376.000000 Penalty: 5964.037598
	Iteration 80F: 3 clusters Score -1.707338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -17073362.000000 Penalty: 5964.037598
	Iteration 81Q: 3 clusters Score -1.707336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -17073350.000000 Penalty: 5964.037598
	Iteration 82Q: 3 clusters Score -1.707335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -17073344.000000 Penalty: 5964.037598
	Iteration 83Q: 3 clusters Score -1.707334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -17073344.000000 Penalty: 5964.037598
	Iteration 84Q: 3 clusters Score -1.707334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -17073338.000000 Penalty: 5964.037598
	Iteration 85Q: 3 clusters Score -1.707334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -17073344.000000 Penalty: 5964.037598
	Iteration 86Q: 3 clusters Score -1.707334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -17073338.000000 Penalty: 5964.037598
	Iteration 87Q: 3 clusters Score -1.707334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -17073336.000000 Penalty: 5964.037598
	Iteration 88Q: 3 clusters Score -1.707334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -17073336.000000 Penalty: 5964.037598
	Iteration 89Q: 3 clusters Score -1.707334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -17073328.000000 Penalty: 5964.037598
	Iteration 90Q: 3 clusters Score -1.707333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -17073324.000000 Penalty: 5964.037598
	Iteration 91Q: 3 clusters Score -1.707332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -17073332.000000 Penalty: 5964.037598
	Iteration 92Q: 3 clusters Score -1.707333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -17073344.000000 Penalty: 5964.037598
	Iteration 93Q: 3 clusters Score -1.707334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -17073342.000000 Penalty: 5964.037598
	Iteration 94Q: 3 clusters Score -1.707334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -17073338.000000 Penalty: 5964.037598
	Iteration 95Q: 3 clusters Score -1.707334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -17073364.000000 Penalty: 5964.037598
	Iteration 96Q: 3 clusters Score -1.707336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -17073366.000000 Penalty: 5964.037598
	Iteration 97Q: 3 clusters Score -1.707337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -17073372.000000 Penalty: 5964.037598
	Iteration 98Q: 3 clusters Score -1.707337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -17073364.000000 Penalty: 5964.037598
	Iteration 99Q: 3 clusters Score -1.707336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -17073368.000000 Penalty: 5964.037598
	Iteration 100F: 3 clusters Score -1.707337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -17073366.000000 Penalty: 5964.037598
	Iteration 101Q: 3 clusters Score -1.707337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -17073360.000000 Penalty: 5964.037598
	Iteration 102Q: 3 clusters Score -1.707336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107713 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -17073350.000000 Penalty: 5964.037598
	Iteration 103Q: 3 clusters Score -1.707335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -17073370.000000 Penalty: 5964.037598
	Iteration 104Q: 3 clusters Score -1.707337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -17073370.000000 Penalty: 5964.037598
	Iteration 105Q: 3 clusters Score -1.707337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -17073370.000000 Penalty: 5964.037598
	Iteration 106F: 3 clusters Score -1.707337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 13050 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Entering Unmasked Estep 
Score: -150572672.000000 Penalty: 160611.828125
Splitting cluster 13 changes total score from -150503680.000000 to -150572672.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 14 (13050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Entering Unmasked Estep 
Score: -1196095.875000 Penalty: 2350.182861
	Iteration 0F: 2 clusters Score -1196096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1186608.625000 Penalty: 4700.365723
	Iteration 0F: 3 clusters Score -1186609 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1190118.375000 Penalty: 4700.365723
	Iteration 1F: 3 clusters Score -1190118 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1191019.125000 Penalty: 4700.365723
	Iteration 2F: 3 clusters Score -1191019 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1191979.250000 Penalty: 4700.365723
	Iteration 3F: 3 clusters Score -1191979 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1193000.250000 Penalty: 4700.365723
	Iteration 4F: 3 clusters Score -1193000 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1193877.500000 Penalty: 4700.365723
	Iteration 5F: 3 clusters Score -1193878 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1194554.125000 Penalty: 4700.365723
	Iteration 6F: 3 clusters Score -1194554 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1195043.250000 Penalty: 4700.365723
	Iteration 7Q: 3 clusters Score -1195043 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1195407.000000 Penalty: 4700.365723
	Iteration 8Q: 3 clusters Score -1195407 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1195646.250000 Penalty: 4700.365723
	Iteration 9Q: 3 clusters Score -1195646 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1195789.875000 Penalty: 4700.365723
	Iteration 10Q: 3 clusters Score -1195790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1195888.750000 Penalty: 4700.365723
	Iteration 11Q: 3 clusters Score -1195889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1195969.375000 Penalty: 4700.365723
	Iteration 12Q: 3 clusters Score -1195969 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1196025.750000 Penalty: 4700.365723
	Iteration 13Q: 3 clusters Score -1196026 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1196072.625000 Penalty: 4700.365723
	Iteration 14Q: 3 clusters Score -1196073 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1196107.125000 Penalty: 4700.365723
	Iteration 15Q: 3 clusters Score -1196107 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1196137.000000 Penalty: 4700.365723
	Iteration 16Q: 3 clusters Score -1196137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1196161.750000 Penalty: 4700.365723
	Iteration 17Q: 3 clusters Score -1196162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1196178.375000 Penalty: 4700.365723
	Iteration 18Q: 3 clusters Score -1196178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1196195.875000 Penalty: 4700.365723
	Iteration 19Q: 3 clusters Score -1196196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1196212.625000 Penalty: 4700.365723
	Iteration 20F: 3 clusters Score -1196213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1196234.625000 Penalty: 4700.365723
	Iteration 21Q: 3 clusters Score -1196235 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1196248.375000 Penalty: 4700.365723
	Iteration 22Q: 3 clusters Score -1196248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1196258.125000 Penalty: 4700.365723
	Iteration 23Q: 3 clusters Score -1196258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1196275.625000 Penalty: 4700.365723
	Iteration 24Q: 3 clusters Score -1196276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1196285.250000 Penalty: 4700.365723
	Iteration 25Q: 3 clusters Score -1196285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1196302.125000 Penalty: 4700.365723
	Iteration 26Q: 3 clusters Score -1196302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1196320.125000 Penalty: 4700.365723
	Iteration 27Q: 3 clusters Score -1196320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1196335.000000 Penalty: 4700.365723
	Iteration 28Q: 3 clusters Score -1196335 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1196343.125000 Penalty: 4700.365723
	Iteration 29Q: 3 clusters Score -1196343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1196353.625000 Penalty: 4700.365723
	Iteration 30Q: 3 clusters Score -1196354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1196366.125000 Penalty: 4700.365723
	Iteration 31Q: 3 clusters Score -1196366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1196371.625000 Penalty: 4700.365723
	Iteration 32Q: 3 clusters Score -1196372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1196376.625000 Penalty: 4700.365723
	Iteration 33Q: 3 clusters Score -1196377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1196377.250000 Penalty: 4700.365723
	Iteration 34Q: 3 clusters Score -1196377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1196378.750000 Penalty: 4700.365723
	Iteration 35Q: 3 clusters Score -1196379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1196382.375000 Penalty: 4700.365723
	Iteration 36Q: 3 clusters Score -1196382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1196390.750000 Penalty: 4700.365723
	Iteration 37Q: 3 clusters Score -1196391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1196397.000000 Penalty: 4700.365723
	Iteration 38Q: 3 clusters Score -1196397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1196395.875000 Penalty: 4700.365723
	Iteration 39Q: 3 clusters Score -1196396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1196400.875000 Penalty: 4700.365723
	Iteration 40F: 3 clusters Score -1196401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1196403.875000 Penalty: 4700.365723
	Iteration 41Q: 3 clusters Score -1196404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1196404.750000 Penalty: 4700.365723
	Iteration 42Q: 3 clusters Score -1196405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1196403.750000 Penalty: 4700.365723
	Iteration 43Q: 3 clusters Score -1196404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1196407.250000 Penalty: 4700.365723
	Iteration 44Q: 3 clusters Score -1196407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1196409.250000 Penalty: 4700.365723
	Iteration 45Q: 3 clusters Score -1196409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1196411.250000 Penalty: 4700.365723
	Iteration 46Q: 3 clusters Score -1196411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1196412.500000 Penalty: 4700.365723
	Iteration 47Q: 3 clusters Score -1196412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1196411.375000 Penalty: 4700.365723
	Iteration 48Q: 3 clusters Score -1196411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1196412.250000 Penalty: 4700.365723
	Iteration 49Q: 3 clusters Score -1196412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1196412.750000 Penalty: 4700.365723
	Iteration 50Q: 3 clusters Score -1196413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1196417.750000 Penalty: 4700.365723
	Iteration 51Q: 3 clusters Score -1196418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1196417.750000 Penalty: 4700.365723
	Iteration 52Q: 3 clusters Score -1196418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1196420.125000 Penalty: 4700.365723
	Iteration 53Q: 3 clusters Score -1196420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1196424.625000 Penalty: 4700.365723
	Iteration 54Q: 3 clusters Score -1196425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1196430.000000 Penalty: 4700.365723
	Iteration 55Q: 3 clusters Score -1196430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1196437.250000 Penalty: 4700.365723
	Iteration 56Q: 3 clusters Score -1196437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1196440.875000 Penalty: 4700.365723
	Iteration 57Q: 3 clusters Score -1196441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1196441.375000 Penalty: 4700.365723
	Iteration 58Q: 3 clusters Score -1196441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1196441.875000 Penalty: 4700.365723
	Iteration 59Q: 3 clusters Score -1196442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1196441.125000 Penalty: 4700.365723
	Iteration 60F: 3 clusters Score -1196441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1196443.500000 Penalty: 4700.365723
	Iteration 61Q: 3 clusters Score -1196444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1196441.000000 Penalty: 4700.365723
	Iteration 62Q: 3 clusters Score -1196441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1196444.625000 Penalty: 4700.365723
	Iteration 63Q: 3 clusters Score -1196445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1196446.125000 Penalty: 4700.365723
	Iteration 64Q: 3 clusters Score -1196446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1196446.000000 Penalty: 4700.365723
	Iteration 65Q: 3 clusters Score -1196446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1196445.625000 Penalty: 4700.365723
	Iteration 66Q: 3 clusters Score -1196446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1196449.000000 Penalty: 4700.365723
	Iteration 67Q: 3 clusters Score -1196449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1196450.375000 Penalty: 4700.365723
	Iteration 68Q: 3 clusters Score -1196450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1196450.375000 Penalty: 4700.365723
	Iteration 69Q: 3 clusters Score -1196450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1196451.875000 Penalty: 4700.365723
	Iteration 70Q: 3 clusters Score -1196452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1196453.125000 Penalty: 4700.365723
	Iteration 71Q: 3 clusters Score -1196453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1196453.625000 Penalty: 4700.365723
	Iteration 72Q: 3 clusters Score -1196454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1196451.625000 Penalty: 4700.365723
	Iteration 73Q: 3 clusters Score -1196452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1196451.625000 Penalty: 4700.365723
	Iteration 74F: 3 clusters Score -1196452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 13333 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Entering Unmasked Estep 
Score: -150571904.000000 Penalty: 164180.984375
Splitting cluster 14 changes total score from -150503680.000000 to -150571904.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 15 (19116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Entering Unmasked Estep 
Score: -1529266.125000 Penalty: 2444.853760
	Iteration 0F: 2 clusters Score -1529266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1515721.750000 Penalty: 4889.707520
	Iteration 0F: 3 clusters Score -1515722 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1520281.125000 Penalty: 4889.707520
	Iteration 1F: 3 clusters Score -1520281 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1520887.250000 Penalty: 4889.707520
	Iteration 2F: 3 clusters Score -1520887 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1521577.875000 Penalty: 4889.707520
	Iteration 3F: 3 clusters Score -1521578 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1522464.125000 Penalty: 4889.707520
	Iteration 4F: 3 clusters Score -1522464 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1523454.500000 Penalty: 4889.707520
	Iteration 5F: 3 clusters Score -1523454 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1524439.625000 Penalty: 4889.707520
	Iteration 6F: 3 clusters Score -1524440 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1525224.875000 Penalty: 4889.707520
	Iteration 7F: 3 clusters Score -1525225 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1525770.000000 Penalty: 4889.707520
	Iteration 8Q: 3 clusters Score -1525770 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1526150.875000 Penalty: 4889.707520
	Iteration 9Q: 3 clusters Score -1526151 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1526376.500000 Penalty: 4889.707520
	Iteration 10Q: 3 clusters Score -1526376 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1526502.750000 Penalty: 4889.707520
	Iteration 11Q: 3 clusters Score -1526503 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1526579.875000 Penalty: 4889.707520
	Iteration 12Q: 3 clusters Score -1526580 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1526629.625000 Penalty: 4889.707520
	Iteration 13Q: 3 clusters Score -1526630 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1526666.625000 Penalty: 4889.707520
	Iteration 14Q: 3 clusters Score -1526667 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1526696.625000 Penalty: 4889.707520
	Iteration 15Q: 3 clusters Score -1526697 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1526725.375000 Penalty: 4889.707520
	Iteration 16Q: 3 clusters Score -1526725 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1526751.875000 Penalty: 4889.707520
	Iteration 17Q: 3 clusters Score -1526752 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1526784.000000 Penalty: 4889.707520
	Iteration 18Q: 3 clusters Score -1526784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1526813.750000 Penalty: 4889.707520
	Iteration 19Q: 3 clusters Score -1526814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1526839.125000 Penalty: 4889.707520
	Iteration 20F: 3 clusters Score -1526839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1526872.625000 Penalty: 4889.707520
	Iteration 21Q: 3 clusters Score -1526873 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1526887.000000 Penalty: 4889.707520
	Iteration 22Q: 3 clusters Score -1526887 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1526908.500000 Penalty: 4889.707520
	Iteration 23Q: 3 clusters Score -1526908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1526926.750000 Penalty: 4889.707520
	Iteration 24Q: 3 clusters Score -1526927 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1526943.250000 Penalty: 4889.707520
	Iteration 25Q: 3 clusters Score -1526943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1526951.875000 Penalty: 4889.707520
	Iteration 26Q: 3 clusters Score -1526952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1526969.125000 Penalty: 4889.707520
	Iteration 27Q: 3 clusters Score -1526969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1526976.625000 Penalty: 4889.707520
	Iteration 28Q: 3 clusters Score -1526977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1526982.500000 Penalty: 4889.707520
	Iteration 29Q: 3 clusters Score -1526982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1526998.125000 Penalty: 4889.707520
	Iteration 30Q: 3 clusters Score -1526998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1526999.375000 Penalty: 4889.707520
	Iteration 31Q: 3 clusters Score -1526999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1527006.375000 Penalty: 4889.707520
	Iteration 32Q: 3 clusters Score -1527006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1527018.000000 Penalty: 4889.707520
	Iteration 33Q: 3 clusters Score -1527018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1527025.750000 Penalty: 4889.707520
	Iteration 34Q: 3 clusters Score -1527026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1527025.125000 Penalty: 4889.707520
	Iteration 35Q: 3 clusters Score -1527025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1527029.125000 Penalty: 4889.707520
	Iteration 36Q: 3 clusters Score -1527029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1527032.000000 Penalty: 4889.707520
	Iteration 37Q: 3 clusters Score -1527032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1527032.625000 Penalty: 4889.707520
	Iteration 38Q: 3 clusters Score -1527033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1527037.875000 Penalty: 4889.707520
	Iteration 39Q: 3 clusters Score -1527038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1527046.000000 Penalty: 4889.707520
	Iteration 40F: 3 clusters Score -1527046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1527045.000000 Penalty: 4889.707520
	Iteration 41Q: 3 clusters Score -1527045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1527051.250000 Penalty: 4889.707520
	Iteration 42Q: 3 clusters Score -1527051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1527048.750000 Penalty: 4889.707520
	Iteration 43Q: 3 clusters Score -1527049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1527050.250000 Penalty: 4889.707520
	Iteration 44Q: 3 clusters Score -1527050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1527050.750000 Penalty: 4889.707520
	Iteration 45Q: 3 clusters Score -1527051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1527050.000000 Penalty: 4889.707520
	Iteration 46Q: 3 clusters Score -1527050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1527055.750000 Penalty: 4889.707520
	Iteration 47Q: 3 clusters Score -1527056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1527051.500000 Penalty: 4889.707520
	Iteration 48Q: 3 clusters Score -1527052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1527053.500000 Penalty: 4889.707520
	Iteration 49Q: 3 clusters Score -1527054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1527054.125000 Penalty: 4889.707520
	Iteration 50Q: 3 clusters Score -1527054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1527048.000000 Penalty: 4889.707520
	Iteration 51Q: 3 clusters Score -1527048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1527052.875000 Penalty: 4889.707520
	Iteration 52Q: 3 clusters Score -1527053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1527059.375000 Penalty: 4889.707520
	Iteration 53Q: 3 clusters Score -1527059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1527055.000000 Penalty: 4889.707520
	Iteration 54Q: 3 clusters Score -1527055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1527056.125000 Penalty: 4889.707520
	Iteration 55Q: 3 clusters Score -1527056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1527057.125000 Penalty: 4889.707520
	Iteration 56Q: 3 clusters Score -1527057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1527056.750000 Penalty: 4889.707520
	Iteration 57Q: 3 clusters Score -1527057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1527056.125000 Penalty: 4889.707520
	Iteration 58Q: 3 clusters Score -1527056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1527056.375000 Penalty: 4889.707520
	Iteration 59Q: 3 clusters Score -1527056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1527056.125000 Penalty: 4889.707520
	Iteration 60F: 3 clusters Score -1527056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1527058.250000 Penalty: 4889.707520
	Iteration 61Q: 3 clusters Score -1527058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1527058.625000 Penalty: 4889.707520
	Iteration 62Q: 3 clusters Score -1527059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1527059.250000 Penalty: 4889.707520
	Iteration 63Q: 3 clusters Score -1527059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1527059.500000 Penalty: 4889.707520
	Iteration 64Q: 3 clusters Score -1527060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1527060.125000 Penalty: 4889.707520
	Iteration 65Q: 3 clusters Score -1527060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1527059.500000 Penalty: 4889.707520
	Iteration 66Q: 3 clusters Score -1527060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1527057.875000 Penalty: 4889.707520
	Iteration 67Q: 3 clusters Score -1527058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1527054.875000 Penalty: 4889.707520
	Iteration 68Q: 3 clusters Score -1527055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1527055.750000 Penalty: 4889.707520
	Iteration 69Q: 3 clusters Score -1527056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1527055.125000 Penalty: 4889.707520
	Iteration 70Q: 3 clusters Score -1527055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1527059.000000 Penalty: 4889.707520
	Iteration 71Q: 3 clusters Score -1527059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1527058.875000 Penalty: 4889.707520
	Iteration 72Q: 3 clusters Score -1527059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1527061.500000 Penalty: 4889.707520
	Iteration 73Q: 3 clusters Score -1527062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1527059.500000 Penalty: 4889.707520
	Iteration 74Q: 3 clusters Score -1527060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1527059.500000 Penalty: 4889.707520
	Iteration 75F: 3 clusters Score -1527060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Entering Unmasked Estep 
Score: -1016660.187500 Penalty: 2355.503418
	Iteration 0F: 2 clusters Score -1016660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1006861.187500 Penalty: 4711.006836
	Iteration 0F: 3 clusters Score -1006861 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1010299.500000 Penalty: 4711.006836
	Iteration 1F: 3 clusters Score -1010300 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1011598.812500 Penalty: 4711.006836
	Iteration 2F: 3 clusters Score -1011599 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1013139.687500 Penalty: 4711.006836
	Iteration 3F: 3 clusters Score -1013140 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1014441.875000 Penalty: 4711.006836
	Iteration 4F: 3 clusters Score -1014442 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1015445.625000 Penalty: 4711.006836
	Iteration 5F: 3 clusters Score -1015446 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1016171.187500 Penalty: 4711.006836
	Iteration 6F: 3 clusters Score -1016171 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1016652.937500 Penalty: 4711.006836
	Iteration 7F: 3 clusters Score -1016653 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1016963.187500 Penalty: 4711.006836
	Iteration 8Q: 3 clusters Score -1016963 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1017175.937500 Penalty: 4711.006836
	Iteration 9Q: 3 clusters Score -1017176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1017322.312500 Penalty: 4711.006836
	Iteration 10Q: 3 clusters Score -1017322 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1017440.312500 Penalty: 4711.006836
	Iteration 11Q: 3 clusters Score -1017440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1017547.125000 Penalty: 4711.006836
	Iteration 12Q: 3 clusters Score -1017547 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1017657.500000 Penalty: 4711.006836
	Iteration 13Q: 3 clusters Score -1017658 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1017777.875000 Penalty: 4711.006836
	Iteration 14Q: 3 clusters Score -1017778 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1017880.937500 Penalty: 4711.006836
	Iteration 15Q: 3 clusters Score -1017881 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1017997.687500 Penalty: 4711.006836
	Iteration 16Q: 3 clusters Score -1017998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1018152.625000 Penalty: 4711.006836
	Iteration 17Q: 3 clusters Score -1018153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1018391.562500 Penalty: 4711.006836
	Iteration 18Q: 3 clusters Score -1018392 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1018814.937500 Penalty: 4711.006836
	Iteration 19Q: 3 clusters Score -1018815 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1019263.250000 Penalty: 4711.006836
	Iteration 20F: 3 clusters Score -1019263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1019392.562500 Penalty: 4711.006836
	Iteration 21Q: 3 clusters Score -1019393 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1019416.750000 Penalty: 4711.006836
	Iteration 22Q: 3 clusters Score -1019417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1019422.937500 Penalty: 4711.006836
	Iteration 23Q: 3 clusters Score -1019423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1019430.562500 Penalty: 4711.006836
	Iteration 24Q: 3 clusters Score -1019431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1019435.375000 Penalty: 4711.006836
	Iteration 25Q: 3 clusters Score -1019435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1019439.125000 Penalty: 4711.006836
	Iteration 26Q: 3 clusters Score -1019439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1019440.750000 Penalty: 4711.006836
	Iteration 27Q: 3 clusters Score -1019441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1019444.187500 Penalty: 4711.006836
	Iteration 28Q: 3 clusters Score -1019444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1019442.625000 Penalty: 4711.006836
	Iteration 29Q: 3 clusters Score -1019443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1019446.312500 Penalty: 4711.006836
	Iteration 30Q: 3 clusters Score -1019446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1019446.562500 Penalty: 4711.006836
	Iteration 31Q: 3 clusters Score -1019447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1019445.187500 Penalty: 4711.006836
	Iteration 32Q: 3 clusters Score -1019445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1019447.812500 Penalty: 4711.006836
	Iteration 33Q: 3 clusters Score -1019448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1019446.125000 Penalty: 4711.006836
	Iteration 34Q: 3 clusters Score -1019446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1019446.375000 Penalty: 4711.006836
	Iteration 35Q: 3 clusters Score -1019446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1019447.062500 Penalty: 4711.006836
	Iteration 36Q: 3 clusters Score -1019447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1019448.125000 Penalty: 4711.006836
	Iteration 37Q: 3 clusters Score -1019448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1019449.312500 Penalty: 4711.006836
	Iteration 38Q: 3 clusters Score -1019449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1019449.312500 Penalty: 4711.006836
	Iteration 39F: 3 clusters Score -1019449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Entering Unmasked Estep 
Score: -150573728.000000 Penalty: 167750.125000
Splitting cluster 16 changes total score from -150503680.000000 to -150573728.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 17 (174921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Entering Unmasked Estep 
Score: -14343737.000000 Penalty: 2993.878418
	Iteration 0F: 2 clusters Score -1.434374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -14226338.000000 Penalty: 5987.756836
	Iteration 0F: 3 clusters Score -1.422634e+07 nChanged 83835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -14275882.000000 Penalty: 5987.756836
	Iteration 1F: 3 clusters Score -1.427588e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -14278357.000000 Penalty: 5987.756836
	Iteration 2Q: 3 clusters Score -1.427836e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -14282229.000000 Penalty: 5987.756836
	Iteration 3Q: 3 clusters Score -1.428223e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -14287030.000000 Penalty: 5987.756836
	Iteration 4F: 3 clusters Score -1.428703e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -14292167.000000 Penalty: 5987.756836
	Iteration 5F: 3 clusters Score -1.429217e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -14297377.000000 Penalty: 5987.756836
	Iteration 6F: 3 clusters Score -1.429738e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -14301991.000000 Penalty: 5987.756836
	Iteration 7F: 3 clusters Score -1.430199e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 71916 members 
Entering Unmasked Estep 
Score: -14305352.000000 Penalty: 5987.756836
	Iteration 8F: 3 clusters Score -1.430535e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -14307483.000000 Penalty: 5987.756836
	Iteration 9Q: 3 clusters Score -1.430748e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -14308695.000000 Penalty: 5987.756836
	Iteration 10Q: 3 clusters Score -1.43087e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -14309459.000000 Penalty: 5987.756836
	Iteration 11Q: 3 clusters Score -1.430946e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109669 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -14309885.000000 Penalty: 5987.756836
	Iteration 12Q: 3 clusters Score -1.430988e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -14310319.000000 Penalty: 5987.756836
	Iteration 13Q: 3 clusters Score -1.431032e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -14310786.000000 Penalty: 5987.756836
	Iteration 14Q: 3 clusters Score -1.431079e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116472 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -14311264.000000 Penalty: 5987.756836
	Iteration 15Q: 3 clusters Score -1.431126e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119406 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -14311811.000000 Penalty: 5987.756836
	Iteration 16Q: 3 clusters Score -1.431181e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -14312534.000000 Penalty: 5987.756836
	Iteration 17Q: 3 clusters Score -1.431253e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -14313562.000000 Penalty: 5987.756836
	Iteration 18Q: 3 clusters Score -1.431356e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131077 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -14314855.000000 Penalty: 5987.756836
	Iteration 19Q: 3 clusters Score -1.431486e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -14316690.000000 Penalty: 5987.756836
	Iteration 20F: 3 clusters Score -1.431669e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141598 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -14319058.000000 Penalty: 5987.756836
	Iteration 21Q: 3 clusters Score -1.431906e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -14322153.000000 Penalty: 5987.756836
	Iteration 22Q: 3 clusters Score -1.432215e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -14325527.000000 Penalty: 5987.756836
	Iteration 23Q: 3 clusters Score -1.432553e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -14329448.000000 Penalty: 5987.756836
	Iteration 24Q: 3 clusters Score -1.432945e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -14333627.000000 Penalty: 5987.756836
	Iteration 25Q: 3 clusters Score -1.433363e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -14336905.000000 Penalty: 5987.756836
	Iteration 26Q: 3 clusters Score -1.43369e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171980 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -14339002.000000 Penalty: 5987.756836
	Iteration 27Q: 3 clusters Score -1.4339e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14340055.000000 Penalty: 5987.756836
	Iteration 28Q: 3 clusters Score -1.434006e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173988 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14340544.000000 Penalty: 5987.756836
	Iteration 29Q: 3 clusters Score -1.434054e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14340752.000000 Penalty: 5987.756836
	Iteration 30Q: 3 clusters Score -1.434075e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174383 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14340853.000000 Penalty: 5987.756836
	Iteration 31Q: 3 clusters Score -1.434085e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174443 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14340965.000000 Penalty: 5987.756836
	Iteration 32Q: 3 clusters Score -1.434096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14341007.000000 Penalty: 5987.756836
	Iteration 33Q: 3 clusters Score -1.434101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174489 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -14341039.000000 Penalty: 5987.756836
	Iteration 34Q: 3 clusters Score -1.434104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174506 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14341079.000000 Penalty: 5987.756836
	Iteration 35Q: 3 clusters Score -1.434108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14341086.000000 Penalty: 5987.756836
	Iteration 36Q: 3 clusters Score -1.434109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14341103.000000 Penalty: 5987.756836
	Iteration 37Q: 3 clusters Score -1.43411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174529 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14341116.000000 Penalty: 5987.756836
	Iteration 38Q: 3 clusters Score -1.434112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14341125.000000 Penalty: 5987.756836
	Iteration 39Q: 3 clusters Score -1.434112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14341123.000000 Penalty: 5987.756836
	Iteration 40F: 3 clusters Score -1.434112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14341123.000000 Penalty: 5987.756836
	Iteration 41Q: 3 clusters Score -1.434112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174540 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14341123.000000 Penalty: 5987.756836
	Iteration 42F: 3 clusters Score -1.434112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Entering Unmasked Estep 
Score: -1395926.625000 Penalty: 2393.123535
	Iteration 0F: 2 clusters Score -1395927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1384741.875000 Penalty: 4786.247070
	Iteration 0F: 3 clusters Score -1384742 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1389415.625000 Penalty: 4786.247070
	Iteration 1F: 3 clusters Score -1389416 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1392493.250000 Penalty: 4786.247070
	Iteration 2F: 3 clusters Score -1392493 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1396175.250000 Penalty: 4786.247070
	Iteration 3F: 3 clusters Score -1396175 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1398843.750000 Penalty: 4786.247070
	Iteration 4F: 3 clusters Score -1398844 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1400313.000000 Penalty: 4786.247070
	Iteration 5F: 3 clusters Score -1400313 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1401386.625000 Penalty: 4786.247070
	Iteration 6F: 3 clusters Score -1401387 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1402268.375000 Penalty: 4786.247070
	Iteration 7Q: 3 clusters Score -1402268 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1402982.750000 Penalty: 4786.247070
	Iteration 8Q: 3 clusters Score -1402983 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1403620.750000 Penalty: 4786.247070
	Iteration 9Q: 3 clusters Score -1403621 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1404603.125000 Penalty: 4786.247070
	Iteration 10Q: 3 clusters Score -1404603 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1405324.875000 Penalty: 4786.247070
	Iteration 11Q: 3 clusters Score -1405325 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1405678.375000 Penalty: 4786.247070
	Iteration 12Q: 3 clusters Score -1405678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1405835.000000 Penalty: 4786.247070
	Iteration 13Q: 3 clusters Score -1405835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1405897.125000 Penalty: 4786.247070
	Iteration 14Q: 3 clusters Score -1405897 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1405930.625000 Penalty: 4786.247070
	Iteration 15Q: 3 clusters Score -1405931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1405933.250000 Penalty: 4786.247070
	Iteration 16Q: 3 clusters Score -1405933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1405938.875000 Penalty: 4786.247070
	Iteration 17Q: 3 clusters Score -1405939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1405939.125000 Penalty: 4786.247070
	Iteration 18Q: 3 clusters Score -1405939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1405943.750000 Penalty: 4786.247070
	Iteration 19Q: 3 clusters Score -1405944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1405946.750000 Penalty: 4786.247070
	Iteration 20F: 3 clusters Score -1405947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1405942.875000 Penalty: 4786.247070
	Iteration 21Q: 3 clusters Score -1405943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1405946.875000 Penalty: 4786.247070
	Iteration 22Q: 3 clusters Score -1405947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1405951.125000 Penalty: 4786.247070
	Iteration 23Q: 3 clusters Score -1405951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1405951.750000 Penalty: 4786.247070
	Iteration 24Q: 3 clusters Score -1405952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1405954.500000 Penalty: 4786.247070
	Iteration 25Q: 3 clusters Score -1405954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1405955.375000 Penalty: 4786.247070
	Iteration 26Q: 3 clusters Score -1405955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1405954.125000 Penalty: 4786.247070
	Iteration 27Q: 3 clusters Score -1405954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1405959.000000 Penalty: 4786.247070
	Iteration 28Q: 3 clusters Score -1405959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1405959.750000 Penalty: 4786.247070
	Iteration 29Q: 3 clusters Score -1405960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1405964.500000 Penalty: 4786.247070
	Iteration 30Q: 3 clusters Score -1405964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1405974.500000 Penalty: 4786.247070
	Iteration 31Q: 3 clusters Score -1405974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1405975.875000 Penalty: 4786.247070
	Iteration 32Q: 3 clusters Score -1405976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1405980.125000 Penalty: 4786.247070
	Iteration 33Q: 3 clusters Score -1405980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1405983.125000 Penalty: 4786.247070
	Iteration 34Q: 3 clusters Score -1405983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1405985.125000 Penalty: 4786.247070
	Iteration 35Q: 3 clusters Score -1405985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1405984.625000 Penalty: 4786.247070
	Iteration 36Q: 3 clusters Score -1405985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1405983.125000 Penalty: 4786.247070
	Iteration 37Q: 3 clusters Score -1405983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1405982.625000 Penalty: 4786.247070
	Iteration 38Q: 3 clusters Score -1405983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1405984.625000 Penalty: 4786.247070
	Iteration 39Q: 3 clusters Score -1405985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1405983.625000 Penalty: 4786.247070
	Iteration 40F: 3 clusters Score -1405984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1405983.875000 Penalty: 4786.247070
	Iteration 41Q: 3 clusters Score -1405984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1405984.000000 Penalty: 4786.247070
	Iteration 42Q: 3 clusters Score -1405984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1405984.000000 Penalty: 4786.247070
	Iteration 43F: 3 clusters Score -1405984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Entering Unmasked Estep 
Score: -150582656.000000 Penalty: 171319.281250
Splitting cluster 18 changes total score from -150503680.000000 to -150582656.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 19 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -437231.000000 Penalty: 2147.011230
	Iteration 0F: 2 clusters Score -437231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -432345.750000 Penalty: 4294.022461
	Iteration 0F: 3 clusters Score -432345.8 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -434132.781250 Penalty: 4294.022461
	Iteration 1F: 3 clusters Score -434132.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -435330.281250 Penalty: 4294.022461
	Iteration 2F: 3 clusters Score -435330.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -436686.406250 Penalty: 4294.022461
	Iteration 3F: 3 clusters Score -436686.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -437620.781250 Penalty: 4294.022461
	Iteration 4F: 3 clusters Score -437620.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -437937.906250 Penalty: 4294.022461
	Iteration 5F: 3 clusters Score -437937.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -438053.187500 Penalty: 4294.022461
	Iteration 6Q: 3 clusters Score -438053.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -438106.968750 Penalty: 4294.022461
	Iteration 7Q: 3 clusters Score -438107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -438138.500000 Penalty: 4294.022461
	Iteration 8Q: 3 clusters Score -438138.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -438152.250000 Penalty: 4294.022461
	Iteration 9Q: 3 clusters Score -438152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -438160.062500 Penalty: 4294.022461
	Iteration 10Q: 3 clusters Score -438160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -438165.937500 Penalty: 4294.022461
	Iteration 11Q: 3 clusters Score -438165.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -438171.750000 Penalty: 4294.022461
	Iteration 12Q: 3 clusters Score -438171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -438173.093750 Penalty: 4294.022461
	Iteration 13Q: 3 clusters Score -438173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -438176.843750 Penalty: 4294.022461
	Iteration 14Q: 3 clusters Score -438176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -438176.687500 Penalty: 4294.022461
	Iteration 15Q: 3 clusters Score -438176.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438176.656250 Penalty: 4294.022461
	Iteration 16Q: 3 clusters Score -438176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -438176.656250 Penalty: 4294.022461
	Iteration 17F: 3 clusters Score -438176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 147287 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Entering Unmasked Estep 
Score: -150582368.000000 Penalty: 174888.437500
Splitting cluster 19 changes total score from -150503680.000000 to -150582368.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (49840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Entering Unmasked Estep 
Score: -3954200.000000 Penalty: 2682.510254
	Iteration 0F: 2 clusters Score -3954200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3920575.000000 Penalty: 5365.020508
	Iteration 0F: 3 clusters Score -3920575 nChanged 22992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 94Q: 3 clusters Score -3953023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3953020.250000 Penalty: 5365.020508
	Iteration 95Q: 3 clusters Score -3953020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3953023.500000 Penalty: 5365.020508
	Iteration 96Q: 3 clusters Score -3953024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3953019.250000 Penalty: 5365.020508
	Iteration 97Q: 3 clusters Score -3953019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3953023.500000 Penalty: 5365.020508
	Iteration 98Q: 3 clusters Score -3953024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3953023.500000 Penalty: 5365.020508
	Iteration 99Q: 3 clusters Score -3953024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3953026.000000 Penalty: 5365.020508
	Iteration 100F: 3 clusters Score -3953026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3953025.500000 Penalty: 5365.020508
	Iteration 101Q: 3 clusters Score -3953026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3953022.000000 Penalty: 5365.020508
	Iteration 102Q: 3 clusters Score -3953022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3953023.500000 Penalty: 5365.020508
	Iteration 103Q: 3 clusters Score -3953024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3953022.500000 Penalty: 5365.020508
	Iteration 104Q: 3 clusters Score -3953022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3953023.750000 Penalty: 5365.020508
	Iteration 105Q: 3 clusters Score -3953024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3953024.500000 Penalty: 5365.020508
	Iteration 106Q: 3 clusters Score -3953024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3953021.750000 Penalty: 5365.020508
	Iteration 107Q: 3 clusters Score -3953022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3953024.750000 Penalty: 5365.020508
	Iteration 108Q: 3 clusters Score -3953025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3953031.000000 Penalty: 5365.020508
	Iteration 109Q: 3 clusters Score -3953031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3953028.000000 Penalty: 5365.020508
	Iteration 110Q: 3 clusters Score -3953028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3953029.500000 Penalty: 5365.020508
	Iteration 111Q: 3 clusters Score -3953030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3953029.250000 Penalty: 5365.020508
	Iteration 112Q: 3 clusters Score -3953029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3953024.000000 Penalty: 5365.020508
	Iteration 113Q: 3 clusters Score -3953024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3953027.500000 Penalty: 5365.020508
	Iteration 114Q: 3 clusters Score -3953028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3953021.750000 Penalty: 5365.020508
	Iteration 115Q: 3 clusters Score -3953022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3953026.500000 Penalty: 5365.020508
	Iteration 116Q: 3 clusters Score -3953026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3953028.000000 Penalty: 5365.020508
	Iteration 117Q: 3 clusters Score -3953028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3953027.250000 Penalty: 5365.020508
	Iteration 118Q: 3 clusters Score -3953027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3953035.750000 Penalty: 5365.020508
	Iteration 119Q: 3 clusters Score -3953036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3953031.000000 Penalty: 5365.020508
	Iteration 120F: 3 clusters Score -3953031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3953035.500000 Penalty: 5365.020508
	Iteration 121Q: 3 clusters Score -3953036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3953034.000000 Penalty: 5365.020508
	Iteration 122Q: 3 clusters Score -3953034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3953032.250000 Penalty: 5365.020508
	Iteration 123Q: 3 clusters Score -3953032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3953033.250000 Penalty: 5365.020508
	Iteration 124Q: 3 clusters Score -3953033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3953033.250000 Penalty: 5365.020508
	Iteration 125Q: 3 clusters Score -3953033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3953036.250000 Penalty: 5365.020508
	Iteration 126Q: 3 clusters Score -3953036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3953035.750000 Penalty: 5365.020508
	Iteration 127Q: 3 clusters Score -3953036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3953034.250000 Penalty: 5365.020508
	Iteration 128Q: 3 clusters Score -3953034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3953032.250000 Penalty: 5365.020508
	Iteration 129Q: 3 clusters Score -3953032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3953031.000000 Penalty: 5365.020508
	Iteration 130Q: 3 clusters Score -3953031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3953030.000000 Penalty: 5365.020508
	Iteration 131Q: 3 clusters Score -3953030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3953034.000000 Penalty: 5365.020508
	Iteration 132Q: 3 clusters Score -3953034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3953031.000000 Penalty: 5365.020508
	Iteration 133Q: 3 clusters Score -3953031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3953032.250000 Penalty: 5365.020508
	Iteration 134Q: 3 clusters Score -3953032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3953034.000000 Penalty: 5365.020508
	Iteration 135Q: 3 clusters Score -3953034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3953034.000000 Penalty: 5365.020508
	Iteration 136Q: 3 clusters Score -3953034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3953030.500000 Penalty: 5365.020508
	Iteration 137Q: 3 clusters Score -3953030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3953032.000000 Penalty: 5365.020508
	Iteration 138Q: 3 clusters Score -3953032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3953034.250000 Penalty: 5365.020508
	Iteration 139Q: 3 clusters Score -3953034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3953033.750000 Penalty: 5365.020508
	Iteration 140F: 3 clusters Score -3953034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3953034.500000 Penalty: 5365.020508
	Iteration 141Q: 3 clusters Score -3953034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3953033.750000 Penalty: 5365.020508
	Iteration 142Q: 3 clusters Score -3953034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3953035.500000 Penalty: 5365.020508
	Iteration 143Q: 3 clusters Score -3953036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3953031.000000 Penalty: 5365.020508
	Iteration 144Q: 3 clusters Score -3953031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3953036.750000 Penalty: 5365.020508
	Iteration 145Q: 3 clusters Score -3953037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3953036.250000 Penalty: 5365.020508
	Iteration 146Q: 3 clusters Score -3953036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3953036.250000 Penalty: 5365.020508
	Iteration 147F: 3 clusters Score -3953036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (147287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Entering Unmasked Estep 
Score: -11780071.000000 Penalty: 2951.234131
	Iteration 0F: 2 clusters Score -1.178007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -11681362.000000 Penalty: 5902.468262
	Iteration 0F: 3 clusters Score -1.168136e+07 nChanged 70337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -11722777.000000 Penalty: 5902.468262
	Iteration 1F: 3 clusters Score -1.172278e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -11725988.000000 Penalty: 5902.468262
	Iteration 2Q: 3 clusters Score -1.172599e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -11732172.000000 Penalty: 5902.468262
	Iteration 3F: 3 clusters Score -1.173217e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -11744121.000000 Penalty: 5902.468262
	Iteration 4F: 3 clusters Score -1.174412e+07 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -11760181.000000 Penalty: 5902.468262
	Iteration 5F: 3 clusters Score -1.176018e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -11771616.000000 Penalty: 5902.468262
	Iteration 6F: 3 clusters Score -1.177162e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -11777741.000000 Penalty: 5902.468262
	Iteration 7F: 3 clusters Score -1.177774e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -11781534.000000 Penalty: 5902.468262
	Iteration 8Q: 3 clusters Score -1.178153e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 109618 members 
Entering Unmasked Estep 
Score: -11784724.000000 Penalty: 5902.468262
	Iteration 9Q: 3 clusters Score -1.178472e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 112118 members 
Entering Unmasked Estep 
Score: -11787204.000000 Penalty: 5902.468262
	Iteration 10Q: 3 clusters Score -1.17872e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -11788565.000000 Penalty: 5902.468262
	Iteration 11Q: 3 clusters Score -1.178856e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -11789207.000000 Penalty: 5902.468262
	Iteration 12Q: 3 clusters Score -1.178921e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -11789640.000000 Penalty: 5902.468262
	Iteration 13Q: 3 clusters Score -1.178964e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -11789875.000000 Penalty: 5902.468262
	Iteration 14Q: 3 clusters Score -1.178988e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -11790150.000000 Penalty: 5902.468262
	Iteration 15Q: 3 clusters Score -1.179015e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -11790249.000000 Penalty: 5902.468262
	Iteration 16Q: 3 clusters Score -1.179025e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -11790344.000000 Penalty: 5902.468262
	Iteration 17Q: 3 clusters Score -1.179034e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -11790402.000000 Penalty: 5902.468262
	Iteration 18Q: 3 clusters Score -1.17904e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 121914 members 
Entering Unmasked Estep 
Score: -11790448.000000 Penalty: 5902.468262
	Iteration 19Q: 3 clusters Score -1.179045e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -11790447.000000 Penalty: 5902.468262
	Iteration 20F: 3 clusters Score -1.179045e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 122464 members 
Entering Unmasked Estep 
Score: -11790493.000000 Penalty: 5902.468262
	Iteration 21Q: 3 clusters Score -1.179049e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 122667 members 
Entering Unmasked Estep 
Score: -11790524.000000 Penalty: 5902.468262
	Iteration 22Q: 3 clusters Score -1.179052e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -11790522.000000 Penalty: 5902.468262
	Iteration 23Q: 3 clusters Score -1.179052e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -11790514.000000 Penalty: 5902.468262
	Iteration 24Q: 3 clusters Score -1.179051e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 123054 members 
Entering Unmasked Estep 
Score: -11790502.000000 Penalty: 5902.468262
	Iteration 25Q: 3 clusters Score -1.17905e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -11790490.000000 Penalty: 5902.468262
	Iteration 26Q: 3 clusters Score -1.179049e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 123219 members 
Entering Unmasked Estep 
Score: -11790487.000000 Penalty: 5902.468262
	Iteration 27Q: 3 clusters Score -1.179049e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -11790505.000000 Penalty: 5902.468262
	Iteration 28Q: 3 clusters Score -1.17905e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -11790512.000000 Penalty: 5902.468262
	Iteration 29Q: 3 clusters Score -1.179051e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -11790489.000000 Penalty: 5902.468262
	Iteration 30Q: 3 clusters Score -1.179049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 123385 members 
Entering Unmasked Estep 
Score: -11790489.000000 Penalty: 5902.468262
	Iteration 31Q: 3 clusters Score -1.179049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -11790498.000000 Penalty: 5902.468262
	Iteration 32Q: 3 clusters Score -1.17905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -11790507.000000 Penalty: 5902.468262
	Iteration 33Q: 3 clusters Score -1.179051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -11790504.000000 Penalty: 5902.468262
	Iteration 34Q: 3 clusters Score -1.17905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -11790519.000000 Penalty: 5902.468262
	Iteration 35Q: 3 clusters Score -1.179052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -11790512.000000 Penalty: 5902.468262
	Iteration 36Q: 3 clusters Score -1.179051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -11790512.000000 Penalty: 5902.468262
	Iteration 37Q: 3 clusters Score -1.179051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 123469 members 
Entering Unmasked Estep 
Score: -11790515.000000 Penalty: 5902.468262
	Iteration 38Q: 3 clusters Score -1.179052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -11790509.000000 Penalty: 5902.468262
	Iteration 39Q: 3 clusters Score -1.179051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -11790506.000000 Penalty: 5902.468262
	Iteration 40F: 3 clusters Score -1.179051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 123484 members 
Entering Unmasked Estep 
Score: -11790503.000000 Penalty: 5902.468262
	Iteration 41Q: 3 clusters Score -1.17905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -11790494.000000 Penalty: 5902.468262
	Iteration 42Q: 3 clusters Score -1.179049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 123491 members 
Entering Unmasked Estep 
Score: -11790501.000000 Penalty: 5902.468262
	Iteration 43Q: 3 clusters Score -1.17905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
Score: -11790501.000000 Penalty: 5902.468262
	Iteration 44Q: 3 clusters Score -1.17905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -11790513.000000 Penalty: 5902.468262
	Iteration 45Q: 3 clusters Score -1.179051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -11790521.000000 Penalty: 5902.468262
	Iteration 46Q: 3 clusters Score -1.179052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -11790511.000000 Penalty: 5902.468262
	Iteration 47Q: 3 clusters Score -1.179051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -11790517.000000 Penalty: 5902.468262
	Iteration 48Q: 3 clusters Score -1.179052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -11790519.000000 Penalty: 5902.468262
	Iteration 49Q: 3 clusters Score -1.179052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 123528 members 
Entering Unmasked Estep 
Score: -11790514.000000 Penalty: 5902.468262
	Iteration 50Q: 3 clusters Score -1.179051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 123534 members 
Entering Unmasked Estep 
Score: -11790496.000000 Penalty: 5902.468262
	Iteration 51Q: 3 clusters Score -1.17905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -11790499.000000 Penalty: 5902.468262
	Iteration 52Q: 3 clusters Score -1.17905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 123541 members 
Entering Unmasked Estep 
Score: -11790499.000000 Penalty: 5902.468262
	Iteration 53Q: 3 clusters Score -1.17905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -11790509.000000 Penalty: 5902.468262
	Iteration 54Q: 3 clusters Score -1.179051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -11790506.000000 Penalty: 5902.468262
	Iteration 55Q: 3 clusters Score -1.179051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 123549 members 
Entering Unmasked Estep 
Score: -11790510.000000 Penalty: 5902.468262
	Iteration 56Q: 3 clusters Score -1.179051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -11790507.000000 Penalty: 5902.468262
	Iteration 57Q: 3 clusters Score -1.179051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 123554 members 
Entering Unmasked Estep 
Score: -11790508.000000 Penalty: 5902.468262
	Iteration 58Q: 3 clusters Score -1.179051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -11790514.000000 Penalty: 5902.468262
	Iteration 59Q: 3 clusters Score -1.179051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -11790512.000000 Penalty: 5902.468262
	Iteration 60F: 3 clusters Score -1.179051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -11790512.000000 Penalty: 5902.468262
	Iteration 61Q: 3 clusters Score -1.179051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 123557 members 
Entering Unmasked Estep 
Score: -11790512.000000 Penalty: 5902.468262
	Iteration 62F: 3 clusters Score -1.179051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 181080 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Entering Unmasked Estep 
Score: -150589616.000000 Penalty: 178457.578125
Splitting cluster 21 changes total score from -150503680.000000 to -150589616.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 22 (50195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Entering Unmasked Estep 
Score: -4055580.000000 Penalty: 2684.270264
	Iteration 0F: 2 clusters Score -4055580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4021946.250000 Penalty: 5368.540527
	Iteration 0F: 3 clusters Score -4021946 nChanged 23089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -4035078.250000 Penalty: 5368.540527
	Iteration 1F: 3 clusters Score -4035078 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4035838.250000 Penalty: 5368.540527
	Iteration 2Q: 3 clusters Score -4035838 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4036777.750000 Penalty: 5368.540527
	Iteration 3Q: 3 clusters Score -4036778 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4038076.250000 Penalty: 5368.540527
	Iteration 4Q: 3 clusters Score -4038076 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4039910.500000 Penalty: 5368.540527
	Iteration 5F: 3 clusters Score -4039910 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4042255.750000 Penalty: 5368.540527
	Iteration 6F: 3 clusters Score -4042256 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4044570.000000 Penalty: 5368.540527
	Iteration 7F: 3 clusters Score -4044570 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -4046337.750000 Penalty: 5368.540527
	Iteration 8F: 3 clusters Score -4046338 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4047657.250000 Penalty: 5368.540527
	Iteration 9Q: 3 clusters Score -4047657 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4048569.500000 Penalty: 5368.540527
	Iteration 10Q: 3 clusters Score -4048570 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4049313.000000 Penalty: 5368.540527
	Iteration 11Q: 3 clusters Score -4049313 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4049901.000000 Penalty: 5368.540527
	Iteration 12Q: 3 clusters Score -4049901 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -4050438.000000 Penalty: 5368.540527
	Iteration 13Q: 3 clusters Score -4050438 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -4050990.000000 Penalty: 5368.540527
	Iteration 14Q: 3 clusters Score -4050990 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4051426.000000 Penalty: 5368.540527
	Iteration 15Q: 3 clusters Score -4051426 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4051829.000000 Penalty: 5368.540527
	Iteration 16Q: 3 clusters Score -4051829 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4052210.750000 Penalty: 5368.540527
	Iteration 17Q: 3 clusters Score -4052211 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4052508.000000 Penalty: 5368.540527
	Iteration 18Q: 3 clusters Score -4052508 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4052722.250000 Penalty: 5368.540527
	Iteration 19Q: 3 clusters Score -4052722 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4052882.500000 Penalty: 5368.540527
	Iteration 20F: 3 clusters Score -4052882 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4052987.000000 Penalty: 5368.540527
	Iteration 21Q: 3 clusters Score -4052987 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4053068.750000 Penalty: 5368.540527
	Iteration 22Q: 3 clusters Score -4053069 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4053141.500000 Penalty: 5368.540527
	Iteration 23Q: 3 clusters Score -4053142 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4053215.750000 Penalty: 5368.540527
	Iteration 24Q: 3 clusters Score -4053216 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4053242.750000 Penalty: 5368.540527
	Iteration 25Q: 3 clusters Score -4053243 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4053290.250000 Penalty: 5368.540527
	Iteration 26Q: 3 clusters Score -4053290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4053324.500000 Penalty: 5368.540527
	Iteration 27Q: 3 clusters Score -4053324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4053354.000000 Penalty: 5368.540527
	Iteration 28Q: 3 clusters Score -4053354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4053378.500000 Penalty: 5368.540527
	Iteration 29Q: 3 clusters Score -4053378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4053394.250000 Penalty: 5368.540527
	Iteration 30Q: 3 clusters Score -4053394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4053420.500000 Penalty: 5368.540527
	Iteration 31Q: 3 clusters Score -4053420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4053445.500000 Penalty: 5368.540527
	Iteration 32Q: 3 clusters Score -4053446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4053465.000000 Penalty: 5368.540527
	Iteration 33Q: 3 clusters Score -4053465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4053469.750000 Penalty: 5368.540527
	Iteration 34Q: 3 clusters Score -4053470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4053487.750000 Penalty: 5368.540527
	Iteration 35Q: 3 clusters Score -4053488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4053499.250000 Penalty: 5368.540527
	Iteration 36Q: 3 clusters Score -4053499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4053501.250000 Penalty: 5368.540527
	Iteration 37Q: 3 clusters Score -4053501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4053503.000000 Penalty: 5368.540527
	Iteration 38Q: 3 clusters Score -4053503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4053511.750000 Penalty: 5368.540527
	Iteration 39Q: 3 clusters Score -4053512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4053510.750000 Penalty: 5368.540527
	Iteration 40F: 3 clusters Score -4053511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4053523.250000 Penalty: 5368.540527
	Iteration 41Q: 3 clusters Score -4053523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4053523.500000 Penalty: 5368.540527
	Iteration 42Q: 3 clusters Score -4053524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4053532.750000 Penalty: 5368.540527
	Iteration 43Q: 3 clusters Score -4053533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4053533.000000 Penalty: 5368.540527
	Iteration 44Q: 3 clusters Score -4053533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4053535.750000 Penalty: 5368.540527
	Iteration 45Q: 3 clusters Score -4053536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4053540.500000 Penalty: 5368.540527
	Iteration 46Q: 3 clusters Score -4053540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4053551.000000 Penalty: 5368.540527
	Iteration 47Q: 3 clusters Score -4053551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4053549.250000 Penalty: 5368.540527
	Iteration 48Q: 3 clusters Score -4053549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4053549.000000 Penalty: 5368.540527
	Iteration 49Q: 3 clusters Score -4053549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4053547.000000 Penalty: 5368.540527
	Iteration 50Q: 3 clusters Score -4053547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4053556.500000 Penalty: 5368.540527
	Iteration 51Q: 3 clusters Score -4053556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4053555.000000 Penalty: 5368.540527
	Iteration 52Q: 3 clusters Score -4053555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4053550.250000 Penalty: 5368.540527
	Iteration 53Q: 3 clusters Score -4053550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4053555.250000 Penalty: 5368.540527
	Iteration 54Q: 3 clusters Score -4053555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4053555.250000 Penalty: 5368.540527
	Iteration 55Q: 3 clusters Score -4053555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4053554.000000 Penalty: 5368.540527
	Iteration 56Q: 3 clusters Score -4053554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4053557.000000 Penalty: 5368.540527
	Iteration 57Q: 3 clusters Score -4053557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4053558.250000 Penalty: 5368.540527
	Iteration 58Q: 3 clusters Score -4053558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4053558.250000 Penalty: 5368.540527
	Iteration 59Q: 3 clusters Score -4053558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4053561.250000 Penalty: 5368.540527
	Iteration 60F: 3 clusters Score -4053561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4053562.500000 Penalty: 5368.540527
	Iteration 61Q: 3 clusters Score -4053562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4053564.250000 Penalty: 5368.540527
	Iteration 62Q: 3 clusters Score -4053564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4053572.750000 Penalty: 5368.540527
	Iteration 63Q: 3 clusters Score -4053573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4053568.000000 Penalty: 5368.540527
	Iteration 64Q: 3 clusters Score -4053568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4053564.250000 Penalty: 5368.540527
	Iteration 65Q: 3 clusters Score -4053564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4053570.750000 Penalty: 5368.540527
	Iteration 66Q: 3 clusters Score -4053571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4053571.250000 Penalty: 5368.540527
	Iteration 67Q: 3 clusters Score -4053571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4053564.500000 Penalty: 5368.540527
	Iteration 68Q: 3 clusters Score -4053564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4053567.500000 Penalty: 5368.540527
	Iteration 69Q: 3 clusters Score -4053568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4053566.500000 Penalty: 5368.540527
	Iteration 70Q: 3 clusters Score -4053566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4053570.750000 Penalty: 5368.540527
	Iteration 71Q: 3 clusters Score -4053571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4053574.750000 Penalty: 5368.540527
	Iteration 72Q: 3 clusters Score -4053575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4053572.500000 Penalty: 5368.540527
	Iteration 73Q: 3 clusters Score -4053572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4053574.500000 Penalty: 5368.540527
	Iteration 74Q: 3 clusters Score -4053574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4053577.750000 Penalty: 5368.540527
	Iteration 75Q: 3 clusters Score -4053578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4053580.000000 Penalty: 5368.540527
	Iteration 76Q: 3 clusters Score -4053580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4053580.000000 Penalty: 5368.540527
	Iteration 77Q: 3 clusters Score -4053580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4053580.000000 Penalty: 5368.540527
	Iteration 78F: 3 clusters Score -4053580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (181080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Entering Unmasked Estep 
Score: -14460482.000000 Penalty: 3002.460205
	Iteration 0F: 2 clusters Score -1.446048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -14338928.000000 Penalty: 6004.920410
	Iteration 0F: 3 clusters Score -1.433893e+07 nChanged 86961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -14389907.000000 Penalty: 6004.920410
	Iteration 1F: 3 clusters Score -1.438991e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -14391423.000000 Penalty: 6004.920410
	Iteration 2Q: 3 clusters Score -1.439142e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -14393180.000000 Penalty: 6004.920410
	Iteration 3Q: 3 clusters Score -1.439318e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -14395555.000000 Penalty: 6004.920410
	Iteration 4Q: 3 clusters Score -1.439556e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -14398998.000000 Penalty: 6004.920410
	Iteration 5Q: 3 clusters Score -1.4399e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -14403469.000000 Penalty: 6004.920410
	Iteration 6Q: 3 clusters Score -1.440347e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98311 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -14410228.000000 Penalty: 6004.920410
	Iteration 7F: 3 clusters Score -1.441023e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -14418595.000000 Penalty: 6004.920410
	Iteration 8F: 3 clusters Score -1.44186e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -14427908.000000 Penalty: 6004.920410
	Iteration 9F: 3 clusters Score -1.442791e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -14435453.000000 Penalty: 6004.920410
	Iteration 10F: 3 clusters Score -1.443545e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -14439487.000000 Penalty: 6004.920410
	Iteration 11Q: 3 clusters Score -1.443949e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -14441660.000000 Penalty: 6004.920410
	Iteration 12Q: 3 clusters Score -1.444166e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -14443105.000000 Penalty: 6004.920410
	Iteration 13Q: 3 clusters Score -1.44431e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -14444478.000000 Penalty: 6004.920410
	Iteration 14Q: 3 clusters Score -1.444448e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -14445708.000000 Penalty: 6004.920410
	Iteration 15Q: 3 clusters Score -1.444571e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -14447000.000000 Penalty: 6004.920410
	Iteration 16Q: 3 clusters Score -1.4447e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -14448144.000000 Penalty: 6004.920410
	Iteration 17Q: 3 clusters Score -1.444814e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -14449354.000000 Penalty: 6004.920410
	Iteration 18Q: 3 clusters Score -1.444935e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 97434 members 
Entering Unmasked Estep 
Score: -14450503.000000 Penalty: 6004.920410
	Iteration 19Q: 3 clusters Score -1.44505e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -14451493.000000 Penalty: 6004.920410
	Iteration 20F: 3 clusters Score -1.445149e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -14452548.000000 Penalty: 6004.920410
	Iteration 21Q: 3 clusters Score -1.445255e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 104907 members 
Entering Unmasked Estep 
Score: -14453390.000000 Penalty: 6004.920410
	Iteration 22Q: 3 clusters Score -1.445339e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -14454290.000000 Penalty: 6004.920410
	Iteration 23Q: 3 clusters Score -1.445429e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -14455054.000000 Penalty: 6004.920410
	Iteration 24Q: 3 clusters Score -1.445505e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68826 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -14455791.000000 Penalty: 6004.920410
	Iteration 25Q: 3 clusters Score -1.445579e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -14456281.000000 Penalty: 6004.920410
	Iteration 26Q: 3 clusters Score -1.445628e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 116579 members 
Entering Unmasked Estep 
Score: -14456871.000000 Penalty: 6004.920410
	Iteration 27Q: 3 clusters Score -1.445687e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 118537 members 
Entering Unmasked Estep 
Score: -14457473.000000 Penalty: 6004.920410
	Iteration 28Q: 3 clusters Score -1.445747e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -14457945.000000 Penalty: 6004.920410
	Iteration 29Q: 3 clusters Score -1.445794e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -14458387.000000 Penalty: 6004.920410
	Iteration 30Q: 3 clusters Score -1.445839e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -14458840.000000 Penalty: 6004.920410
	Iteration 31Q: 3 clusters Score -1.445884e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 125054 members 
Entering Unmasked Estep 
Score: -14459163.000000 Penalty: 6004.920410
	Iteration 32Q: 3 clusters Score -1.445916e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 126316 members 
Entering Unmasked Estep 
Score: -14459388.000000 Penalty: 6004.920410
	Iteration 33Q: 3 clusters Score -1.445939e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -14459605.000000 Penalty: 6004.920410
	Iteration 34Q: 3 clusters Score -1.44596e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 128516 members 
Entering Unmasked Estep 
Score: -14459833.000000 Penalty: 6004.920410
	Iteration 35Q: 3 clusters Score -1.445983e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -14459984.000000 Penalty: 6004.920410
	Iteration 36Q: 3 clusters Score -1.445998e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 130321 members 
Entering Unmasked Estep 
Score: -14460172.000000 Penalty: 6004.920410
	Iteration 37Q: 3 clusters Score -1.446017e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 131125 members 
Entering Unmasked Estep 
Score: -14460303.000000 Penalty: 6004.920410
	Iteration 38Q: 3 clusters Score -1.44603e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 131855 members 
Entering Unmasked Estep 
Score: -14460377.000000 Penalty: 6004.920410
	Iteration 39Q: 3 clusters Score -1.446038e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 132515 members 
Entering Unmasked Estep 
Score: -14460475.000000 Penalty: 6004.920410
	Iteration 40F: 3 clusters Score -1.446048e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 133114 members 
Entering Unmasked Estep 
Score: -14460515.000000 Penalty: 6004.920410
	Iteration 41Q: 3 clusters Score -1.446052e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -14460555.000000 Penalty: 6004.920410
	Iteration 42Q: 3 clusters Score -1.446056e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -14460577.000000 Penalty: 6004.920410
	Iteration 43Q: 3 clusters Score -1.446058e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -14460634.000000 Penalty: 6004.920410
	Iteration 44Q: 3 clusters Score -1.446063e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -14460629.000000 Penalty: 6004.920410
	Iteration 45Q: 3 clusters Score -1.446063e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 135174 members 
Entering Unmasked Estep 
Score: -14460640.000000 Penalty: 6004.920410
	Iteration 46Q: 3 clusters Score -1.446064e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 135487 members 
Entering Unmasked Estep 
Score: -14460669.000000 Penalty: 6004.920410
	Iteration 47Q: 3 clusters Score -1.446067e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 135792 members 
Entering Unmasked Estep 
Score: -14460676.000000 Penalty: 6004.920410
	Iteration 48Q: 3 clusters Score -1.446068e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 136061 members 
Entering Unmasked Estep 
Score: -14460673.000000 Penalty: 6004.920410
	Iteration 49Q: 3 clusters Score -1.446067e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -14460704.000000 Penalty: 6004.920410
	Iteration 50Q: 3 clusters Score -1.44607e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 136595 members 
Entering Unmasked Estep 
Score: -14460747.000000 Penalty: 6004.920410
	Iteration 51Q: 3 clusters Score -1.446075e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -14460731.000000 Penalty: 6004.920410
	Iteration 52Q: 3 clusters Score -1.446073e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -14460729.000000 Penalty: 6004.920410
	Iteration 53Q: 3 clusters Score -1.446073e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 137331 members 
Entering Unmasked Estep 
Score: -14460760.000000 Penalty: 6004.920410
	Iteration 54Q: 3 clusters Score -1.446076e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -14460745.000000 Penalty: 6004.920410
	Iteration 55Q: 3 clusters Score -1.446074e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 137753 members 
Entering Unmasked Estep 
Score: -14460776.000000 Penalty: 6004.920410
	Iteration 56Q: 3 clusters Score -1.446078e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -14460784.000000 Penalty: 6004.920410
	Iteration 57Q: 3 clusters Score -1.446078e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 138132 members 
Entering Unmasked Estep 
Score: -14460819.000000 Penalty: 6004.920410
	Iteration 58Q: 3 clusters Score -1.446082e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -14460818.000000 Penalty: 6004.920410
	Iteration 59Q: 3 clusters Score -1.446082e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 138490 members 
Entering Unmasked Estep 
Score: -14460815.000000 Penalty: 6004.920410
	Iteration 60F: 3 clusters Score -1.446082e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -14460840.000000 Penalty: 6004.920410
	Iteration 61Q: 3 clusters Score -1.446084e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 138805 members 
Entering Unmasked Estep 
Score: -14460837.000000 Penalty: 6004.920410
	Iteration 62Q: 3 clusters Score -1.446084e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 138956 members 
Entering Unmasked Estep 
Score: -14460844.000000 Penalty: 6004.920410
	Iteration 63Q: 3 clusters Score -1.446084e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 139118 members 
Entering Unmasked Estep 
Score: -14460825.000000 Penalty: 6004.920410
	Iteration 64Q: 3 clusters Score -1.446082e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -14460847.000000 Penalty: 6004.920410
	Iteration 65Q: 3 clusters Score -1.446085e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -14460838.000000 Penalty: 6004.920410
	Iteration 66Q: 3 clusters Score -1.446084e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -14460824.000000 Penalty: 6004.920410
	Iteration 67Q: 3 clusters Score -1.446082e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 139645 members 
Entering Unmasked Estep 
Score: -14460816.000000 Penalty: 6004.920410
	Iteration 68Q: 3 clusters Score -1.446082e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 139757 members 
Entering Unmasked Estep 
Score: -14460829.000000 Penalty: 6004.920410
	Iteration 69Q: 3 clusters Score -1.446083e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -14460818.000000 Penalty: 6004.920410
	Iteration 70Q: 3 clusters Score -1.446082e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 139992 members 
Entering Unmasked Estep 
Score: -14460874.000000 Penalty: 6004.920410
	Iteration 71Q: 3 clusters Score -1.446087e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 140115 members 
Entering Unmasked Estep 
Score: -14460880.000000 Penalty: 6004.920410
	Iteration 72Q: 3 clusters Score -1.446088e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -14460868.000000 Penalty: 6004.920410
	Iteration 73Q: 3 clusters Score -1.446087e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 140280 members 
Entering Unmasked Estep 
Score: -14460888.000000 Penalty: 6004.920410
	Iteration 74Q: 3 clusters Score -1.446089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 140343 members 
Entering Unmasked Estep 
Score: -14460858.000000 Penalty: 6004.920410
	Iteration 75Q: 3 clusters Score -1.446086e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -14460854.000000 Penalty: 6004.920410
	Iteration 76Q: 3 clusters Score -1.446085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 140478 members 
Entering Unmasked Estep 
Score: -14460872.000000 Penalty: 6004.920410
	Iteration 77Q: 3 clusters Score -1.446087e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -14460857.000000 Penalty: 6004.920410
	Iteration 78Q: 3 clusters Score -1.446086e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -14460883.000000 Penalty: 6004.920410
	Iteration 79Q: 3 clusters Score -1.446088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -14460863.000000 Penalty: 6004.920410
	Iteration 80F: 3 clusters Score -1.446086e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 140654 members 
Entering Unmasked Estep 
Score: -14460856.000000 Penalty: 6004.920410
	Iteration 81Q: 3 clusters Score -1.446086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 140695 members 
Entering Unmasked Estep 
Score: -14460860.000000 Penalty: 6004.920410
	Iteration 82Q: 3 clusters Score -1.446086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -14460855.000000 Penalty: 6004.920410
	Iteration 83Q: 3 clusters Score -1.446086e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 140785 members 
Entering Unmasked Estep 
Score: -14460858.000000 Penalty: 6004.920410
	Iteration 84Q: 3 clusters Score -1.446086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 140824 members 
Entering Unmasked Estep 
Score: -14460856.000000 Penalty: 6004.920410
	Iteration 85Q: 3 clusters Score -1.446086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 140862 members 
Entering Unmasked Estep 
Score: -14460868.000000 Penalty: 6004.920410
	Iteration 86Q: 3 clusters Score -1.446087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -14460844.000000 Penalty: 6004.920410
	Iteration 87Q: 3 clusters Score -1.446084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 140931 members 
Entering Unmasked Estep 
Score: -14460848.000000 Penalty: 6004.920410
	Iteration 88Q: 3 clusters Score -1.446085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -14460846.000000 Penalty: 6004.920410
	Iteration 89Q: 3 clusters Score -1.446085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -14460838.000000 Penalty: 6004.920410
	Iteration 90Q: 3 clusters Score -1.446084e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 141032 members 
Entering Unmasked Estep 
Score: -14460852.000000 Penalty: 6004.920410
	Iteration 91Q: 3 clusters Score -1.446085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -14460846.000000 Penalty: 6004.920410
	Iteration 92Q: 3 clusters Score -1.446085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -14460835.000000 Penalty: 6004.920410
	Iteration 93Q: 3 clusters Score -1.446084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 141132 members 
Entering Unmasked Estep 
Score: -14460832.000000 Penalty: 6004.920410
	Iteration 94Q: 3 clusters Score -1.446083e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -14460843.000000 Penalty: 6004.920410
	Iteration 95Q: 3 clusters Score -1.446084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -14460834.000000 Penalty: 6004.920410
	Iteration 96Q: 3 clusters Score -1.446083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 141215 members 
Entering Unmasked Estep 
Score: -14460823.000000 Penalty: 6004.920410
	Iteration 97Q: 3 clusters Score -1.446082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 141244 members 
Entering Unmasked Estep 
Score: -14460826.000000 Penalty: 6004.920410
	Iteration 98Q: 3 clusters Score -1.446083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
Score: -14460856.000000 Penalty: 6004.920410
	Iteration 99Q: 3 clusters Score -1.446086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 141303 members 
Entering Unmasked Estep 
Score: -14460860.000000 Penalty: 6004.920410
	Iteration 100F: 3 clusters Score -1.446086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 141331 members 
Entering Unmasked Estep 
Score: -14460865.000000 Penalty: 6004.920410
	Iteration 101Q: 3 clusters Score -1.446086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 141354 members 
Entering Unmasked Estep 
Score: -14460872.000000 Penalty: 6004.920410
	Iteration 102Q: 3 clusters Score -1.446087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -14460888.000000 Penalty: 6004.920410
	Iteration 103Q: 3 clusters Score -1.446089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 141383 members 
Entering Unmasked Estep 
Score: -14460884.000000 Penalty: 6004.920410
	Iteration 104Q: 3 clusters Score -1.446088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 141396 members 
Entering Unmasked Estep 
Score: -14460881.000000 Penalty: 6004.920410
	Iteration 105Q: 3 clusters Score -1.446088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 141409 members 
Entering Unmasked Estep 
Score: -14460888.000000 Penalty: 6004.920410
	Iteration 106Q: 3 clusters Score -1.446089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 141425 members 
Entering Unmasked Estep 
Score: -14460895.000000 Penalty: 6004.920410
	Iteration 107Q: 3 clusters Score -1.44609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 141439 members 
Entering Unmasked Estep 
Score: -14460900.000000 Penalty: 6004.920410
	Iteration 108Q: 3 clusters Score -1.44609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -14460898.000000 Penalty: 6004.920410
	Iteration 109Q: 3 clusters Score -1.44609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -14460901.000000 Penalty: 6004.920410
	Iteration 110Q: 3 clusters Score -1.44609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 141482 members 
Entering Unmasked Estep 
Score: -14460897.000000 Penalty: 6004.920410
	Iteration 111Q: 3 clusters Score -1.44609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 141494 members 
Entering Unmasked Estep 
Score: -14460902.000000 Penalty: 6004.920410
	Iteration 112Q: 3 clusters Score -1.44609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -14460890.000000 Penalty: 6004.920410
	Iteration 113Q: 3 clusters Score -1.446089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 141517 members 
Entering Unmasked Estep 
Score: -14460880.000000 Penalty: 6004.920410
	Iteration 114Q: 3 clusters Score -1.446088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -14460883.000000 Penalty: 6004.920410
	Iteration 115Q: 3 clusters Score -1.446088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -14460893.000000 Penalty: 6004.920410
	Iteration 116Q: 3 clusters Score -1.446089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 141542 members 
Entering Unmasked Estep 
Score: -14460885.000000 Penalty: 6004.920410
	Iteration 117Q: 3 clusters Score -1.446088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 141548 members 
Entering Unmasked Estep 
Score: -14460887.000000 Penalty: 6004.920410
	Iteration 118Q: 3 clusters Score -1.446089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -14460894.000000 Penalty: 6004.920410
	Iteration 119Q: 3 clusters Score -1.446089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 141564 members 
Entering Unmasked Estep 
Score: -14460894.000000 Penalty: 6004.920410
	Iteration 120F: 3 clusters Score -1.446089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 141569 members 
Entering Unmasked Estep 
Score: -14460893.000000 Penalty: 6004.920410
	Iteration 121Q: 3 clusters Score -1.446089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -14460888.000000 Penalty: 6004.920410
	Iteration 122Q: 3 clusters Score -1.446089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -14460894.000000 Penalty: 6004.920410
	Iteration 123Q: 3 clusters Score -1.446089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -14460894.000000 Penalty: 6004.920410
	Iteration 124Q: 3 clusters Score -1.446089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 141584 members 
Entering Unmasked Estep 
Score: -14460894.000000 Penalty: 6004.920410
	Iteration 125Q: 3 clusters Score -1.446089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -14460900.000000 Penalty: 6004.920410
	Iteration 126Q: 3 clusters Score -1.44609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -14460904.000000 Penalty: 6004.920410
	Iteration 127Q: 3 clusters Score -1.44609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 141593 members 
Entering Unmasked Estep 
Score: -14460902.000000 Penalty: 6004.920410
	Iteration 128Q: 3 clusters Score -1.44609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 141597 members 
Entering Unmasked Estep 
Score: -14460900.000000 Penalty: 6004.920410
	Iteration 129Q: 3 clusters Score -1.44609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -14460913.000000 Penalty: 6004.920410
	Iteration 130Q: 3 clusters Score -1.446091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -14460914.000000 Penalty: 6004.920410
	Iteration 131Q: 3 clusters Score -1.446091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 141606 members 
Entering Unmasked Estep 
Score: -14460908.000000 Penalty: 6004.920410
	Iteration 132Q: 3 clusters Score -1.446091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 141608 members 
Entering Unmasked Estep 
Score: -14460909.000000 Penalty: 6004.920410
	Iteration 133Q: 3 clusters Score -1.446091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -14460910.000000 Penalty: 6004.920410
	Iteration 134Q: 3 clusters Score -1.446091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -14460910.000000 Penalty: 6004.920410
	Iteration 135F: 3 clusters Score -1.446091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 10071 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Entering Unmasked Estep 
Score: -150587456.000000 Penalty: 182026.734375
Splitting cluster 23 changes total score from -150503680.000000 to -150587456.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 24 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -756795.937500 Penalty: 2285.918945
	Iteration 0F: 2 clusters Score -756795.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -749081.625000 Penalty: 4571.837891
	Iteration 0F: 3 clusters Score -749081.6 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -751766.750000 Penalty: 4571.837891
	Iteration 1F: 3 clusters Score -751766.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -752726.687500 Penalty: 4571.837891
	Iteration 2F: 3 clusters Score -752726.7 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -753941.062500 Penalty: 4571.837891
	Iteration 3F: 3 clusters Score -753941.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -754922.000000 Penalty: 4571.837891
	Iteration 4F: 3 clusters Score -754922 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -755640.562500 Penalty: 4571.837891
	Iteration 5F: 3 clusters Score -755640.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -756163.125000 Penalty: 4571.837891
	Iteration 6F: 3 clusters Score -756163.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -756546.375000 Penalty: 4571.837891
	Iteration 7Q: 3 clusters Score -756546.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -756802.625000 Penalty: 4571.837891
	Iteration 8Q: 3 clusters Score -756802.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -756993.312500 Penalty: 4571.837891
	Iteration 9Q: 3 clusters Score -756993.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -757149.437500 Penalty: 4571.837891
	Iteration 10Q: 3 clusters Score -757149.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -757254.125000 Penalty: 4571.837891
	Iteration 11Q: 3 clusters Score -757254.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -757338.750000 Penalty: 4571.837891
	Iteration 12Q: 3 clusters Score -757338.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -757405.187500 Penalty: 4571.837891
	Iteration 13Q: 3 clusters Score -757405.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -757442.312500 Penalty: 4571.837891
	Iteration 14Q: 3 clusters Score -757442.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -757463.375000 Penalty: 4571.837891
	Iteration 15Q: 3 clusters Score -757463.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -757473.937500 Penalty: 4571.837891
	Iteration 16Q: 3 clusters Score -757473.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -757477.875000 Penalty: 4571.837891
	Iteration 17Q: 3 clusters Score -757477.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -757481.937500 Penalty: 4571.837891
	Iteration 18Q: 3 clusters Score -757481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -757483.562500 Penalty: 4571.837891
	Iteration 19Q: 3 clusters Score -757483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -757485.312500 Penalty: 4571.837891
	Iteration 20F: 3 clusters Score -757485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -757486.875000 Penalty: 4571.837891
	Iteration 21Q: 3 clusters Score -757486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -757486.125000 Penalty: 4571.837891
	Iteration 22Q: 3 clusters Score -757486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -757486.125000 Penalty: 4571.837891
	Iteration 23F: 3 clusters Score -757486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Entering Unmasked Estep 
Score: -150587088.000000 Penalty: 185595.890625
Splitting cluster 24 changes total score from -150503680.000000 to -150587088.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 25 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -207807.531250 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -207807.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -205314.031250 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -205314 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -208053.265625 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -208053.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -209226.140625 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -209226.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -209505.515625 Penalty: 3862.129883
	Iteration 3F: 3 clusters Score -209505.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -209604.796875 Penalty: 3862.129883
	Iteration 4Q: 3 clusters Score -209604.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -209647.937500 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -209647.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -209677.812500 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -209677.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -209710.734375 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -209710.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -209746.578125 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -209746.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -209793.750000 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -209793.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -209870.953125 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -209871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -209969.078125 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -209969.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -210023.687500 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -210023.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -210039.515625 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -210039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -210047.906250 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -210047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -210051.718750 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -210051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -210052.109375 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -210052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -210071.484375 Penalty: 3862.129883
	Iteration 17F: 3 clusters Score -210071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -210080.703125 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -210080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -210084.906250 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -210084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -210087.437500 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -210087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -210087.953125 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -210088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -210088.671875 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -210088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -210089.906250 Penalty: 3862.129883
	Iteration 23Q: 3 clusters Score -210089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -210091.656250 Penalty: 3862.129883
	Iteration 24Q: 3 clusters Score -210091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -210092.593750 Penalty: 3862.129883
	Iteration 25Q: 3 clusters Score -210092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -210092.593750 Penalty: 3862.129883
	Iteration 26F: 3 clusters Score -210092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 218326 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Entering Unmasked Estep 
Score: -150587744.000000 Penalty: 189165.046875
Splitting cluster 25 changes total score from -150503680.000000 to -150587744.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 26 (218326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218326 members 
Entering Unmasked Estep 
Score: -21076304.000000 Penalty: 3048.848877
	Iteration 0F: 2 clusters Score -2.10763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -20973974.000000 Penalty: 6097.697754
	Iteration 0F: 3 clusters Score -2.097397e+07 nChanged 105161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -21039014.000000 Penalty: 6097.697754
	Iteration 1F: 3 clusters Score -2.103901e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -21044226.000000 Penalty: 6097.697754
	Iteration 2F: 3 clusters Score -2.104423e+07 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 137899 members 
Entering Unmasked Estep 
Score: -21050606.000000 Penalty: 6097.697754
	Iteration 3F: 3 clusters Score -2.105061e+07 nChanged 16319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69228 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -21055438.000000 Penalty: 6097.697754
	Iteration 4F: 3 clusters Score -2.105544e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 158340 members 
Entering Unmasked Estep 
Score: -21059106.000000 Penalty: 6097.697754
	Iteration 5F: 3 clusters Score -2.105911e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -21061514.000000 Penalty: 6097.697754
	Iteration 6F: 3 clusters Score -2.106151e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -21063108.000000 Penalty: 6097.697754
	Iteration 7Q: 3 clusters Score -2.106311e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 166798 members 
Entering Unmasked Estep 
Score: -21065154.000000 Penalty: 6097.697754
	Iteration 8Q: 3 clusters Score -2.106515e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -21067472.000000 Penalty: 6097.697754
	Iteration 9Q: 3 clusters Score -2.106747e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -21070586.000000 Penalty: 6097.697754
	Iteration 10Q: 3 clusters Score -2.107059e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 156255 members 
Entering Unmasked Estep 
Score: -21073696.000000 Penalty: 6097.697754
	Iteration 11Q: 3 clusters Score -2.10737e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 151248 members 
Entering Unmasked Estep 
Score: -21076368.000000 Penalty: 6097.697754
	Iteration 12Q: 3 clusters Score -2.107637e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -21079058.000000 Penalty: 6097.697754
	Iteration 13Q: 3 clusters Score -2.107906e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 142327 members 
Entering Unmasked Estep 
Score: -21081682.000000 Penalty: 6097.697754
	Iteration 14Q: 3 clusters Score -2.108168e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79680 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -21083752.000000 Penalty: 6097.697754
	Iteration 15Q: 3 clusters Score -2.108375e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 135452 members 
Entering Unmasked Estep 
Score: -21085458.000000 Penalty: 6097.697754
	Iteration 16Q: 3 clusters Score -2.108546e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -21087168.000000 Penalty: 6097.697754
	Iteration 17Q: 3 clusters Score -2.108717e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 130652 members 
Entering Unmasked Estep 
Score: -21088772.000000 Penalty: 6097.697754
	Iteration 18Q: 3 clusters Score -2.108877e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 128779 members 
Entering Unmasked Estep 
Score: -21090458.000000 Penalty: 6097.697754
	Iteration 19Q: 3 clusters Score -2.109046e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -21091918.000000 Penalty: 6097.697754
	Iteration 20F: 3 clusters Score -2.109192e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -21093858.000000 Penalty: 6097.697754
	Iteration 21Q: 3 clusters Score -2.109386e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -21095540.000000 Penalty: 6097.697754
	Iteration 22Q: 3 clusters Score -2.109554e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 123920 members 
Entering Unmasked Estep 
Score: -21097026.000000 Penalty: 6097.697754
	Iteration 23Q: 3 clusters Score -2.109703e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 123052 members 
Entering Unmasked Estep 
Score: -21098360.000000 Penalty: 6097.697754
	Iteration 24Q: 3 clusters Score -2.109836e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 122218 members 
Entering Unmasked Estep 
Score: -21099384.000000 Penalty: 6097.697754
	Iteration 25Q: 3 clusters Score -2.109938e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 121479 members 
Entering Unmasked Estep 
Score: -21100500.000000 Penalty: 6097.697754
	Iteration 26Q: 3 clusters Score -2.11005e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -21101256.000000 Penalty: 6097.697754
	Iteration 27Q: 3 clusters Score -2.110126e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 119906 members 
Entering Unmasked Estep 
Score: -21101684.000000 Penalty: 6097.697754
	Iteration 28Q: 3 clusters Score -2.110168e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 119106 members 
Entering Unmasked Estep 
Score: -21102120.000000 Penalty: 6097.697754
	Iteration 29Q: 3 clusters Score -2.110212e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100095 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -21102462.000000 Penalty: 6097.697754
	Iteration 30Q: 3 clusters Score -2.110246e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -21102554.000000 Penalty: 6097.697754
	Iteration 31Q: 3 clusters Score -2.110255e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -21102708.000000 Penalty: 6097.697754
	Iteration 32Q: 3 clusters Score -2.110271e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2.110288e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102959 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -21103072.000000 Penalty: 6097.697754
	Iteration 34Q: 3 clusters Score -2.110307e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -21103126.000000 Penalty: 6097.697754
	Iteration 35Q: 3 clusters Score -2.110313e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -21103056.000000 Penalty: 6097.697754
	Iteration 36Q: 3 clusters Score -2.110306e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 113725 members 
Entering Unmasked Estep 
Score: -21103140.000000 Penalty: 6097.697754
	Iteration 37Q: 3 clusters Score -2.110314e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -21103150.000000 Penalty: 6097.697754
	Iteration 38Q: 3 clusters Score -2.110315e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 112793 members 
Entering Unmasked Estep 
Score: -21103154.000000 Penalty: 6097.697754
	Iteration 39Q: 3 clusters Score -2.110315e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -21103258.000000 Penalty: 6097.697754
	Iteration 40F: 3 clusters Score -2.110326e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -21103254.000000 Penalty: 6097.697754
	Iteration 41Q: 3 clusters Score -2.110325e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106721 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -21103346.000000 Penalty: 6097.697754
	Iteration 42Q: 3 clusters Score -2.110335e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107088 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -21103380.000000 Penalty: 6097.697754
	Iteration 43Q: 3 clusters Score -2.110338e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.110338e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 110549 members 
Entering Unmasked Estep 
Score: -21103400.000000 Penalty: 6097.697754
	Iteration 45Q: 3 clusters Score -2.11034e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -21103394.000000 Penalty: 6097.697754
	Iteration 46Q: 3 clusters Score -2.110339e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108434 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -21103420.000000 Penalty: 6097.697754
	Iteration 47Q: 3 clusters Score -2.110342e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -21103418.000000 Penalty: 6097.697754
	Iteration 48Q: 3 clusters Score -2.110342e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 109279 members 
Entering Unmasked Estep 
Score: -21103472.000000 Penalty: 6097.697754
	Iteration 49Q: 3 clusters Score -2.110347e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -21103424.000000 Penalty: 6097.697754
	Iteration 50Q: 3 clusters Score -2.110342e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -21103478.000000 Penalty: 6097.697754
	Iteration 51Q: 3 clusters Score -2.110348e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.11035e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -21103530.000000 Penalty: 6097.697754
	Iteration 53Q: 3 clusters Score -2.110353e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.11035e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -21103532.000000 Penalty: 6097.697754
	Iteration 55Q: 3 clusters Score -2.110353e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 107209 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.110352e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -21103524.000000 Penalty: 6097.697754
	Iteration 57Q: 3 clusters Score -2.110352e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -21103574.000000 Penalty: 6097.697754
	Iteration 58Q: 3 clusters Score -2.110357e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -21103542.000000 Penalty: 6097.697754
	Iteration 59Q: 3 clusters Score -2.110354e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -21103578.000000 Penalty: 6097.697754
	Iteration 60F: 3 clusters Score -2.110358e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -21103562.000000 Penalty: 6097.697754
	Iteration 61Q: 3 clusters Score -2.110356e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112324 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.11036e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112475 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -21103648.000000 Penalty: 6097.697754
	Iteration 63Q: 3 clusters Score -2.110365e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112629 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -21103642.000000 Penalty: 6097.697754
	Iteration 64Q: 3 clusters Score -2.110364e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112791 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -21103628.000000 Penalty: 6097.697754
	Iteration 65Q: 3 clusters Score -2.110363e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112954 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -21103632.000000 Penalty: 6097.697754
	Iteration 66Q: 3 clusters Score -2.110363e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113108 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -21103622.000000 Penalty: 6097.697754
	Iteration 67Q: 3 clusters Score -2.110362e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Mstep: Class 2 contains 105063 members 
Entering Unmasked Estep 
Score: -21103604.000000 Penalty: 6097.697754
	Iteration 68Q: 3 clusters Score -2.11036e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113420 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -21103646.000000 Penalty: 6097.697754
	Iteration 69Q: 3 clusters Score -2.110365e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113581 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -21103714.000000 Penalty: 6097.697754
	Iteration 70Q: 3 clusters Score -2.110371e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -21103710.000000 Penalty: 6097.697754
	Iteration 71Q: 3 clusters Score -2.110371e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -21103704.000000 Penalty: 6097.697754
	Iteration 72Q: 3 clusters Score -2.11037e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.110371e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114164 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -21103692.000000 Penalty: 6097.697754
	Iteration 74Q: 3 clusters Score -2.110369e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -21103696.000000 Penalty: 6097.697754
	Iteration 75Q: 3 clusters Score -2.11037e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.11037e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.11037e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -21103670.000000 Penalty: 6097.697754
	Iteration 78Q: 3 clusters Score -2.110367e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.110368e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114912 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -21103634.000000 Penalty: 6097.697754
	Iteration 80F: 3 clusters Score -2.110363e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.110366e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115198 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.110367e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -21103676.000000 Penalty: 6097.697754
	Iteration 83Q: 3 clusters Score -2.110368e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115455 members 
Mstep: Class 2 contains 102871 members 
Entering Unmasked Estep 
Score: -21103668.000000 Penalty: 6097.697754
	Iteration 84Q: 3 clusters Score -2.110367e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115573 members 
Mstep: Class 2 contains 102753 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.110369e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.110369e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.110371e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 102380 members 
Entering Unmasked Estep 
Score: -21103738.000000 Penalty: 6097.697754
	Iteration 88Q: 3 clusters Score -2.110374e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 102261 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.110372e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.110369e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116305 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -21103726.000000 Penalty: 6097.697754
	Iteration 91Q: 3 clusters Score -2.110373e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 101901 members 
Entering Unmasked Estep 
Score: -21103750.000000 Penalty: 6097.697754
	Iteration 92Q: 3 clusters Score -2.110375e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116553 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -21103724.000000 Penalty: 6097.697754
	Iteration 93Q: 3 clusters Score -2.110372e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 101644 members 
Entering Unmasked Estep 
Score: -21103744.000000 Penalty: 6097.697754
	Iteration 94Q: 3 clusters Score -2.110374e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -21103790.000000 Penalty: 6097.697754
	Iteration 95Q: 3 clusters Score -2.110379e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116899 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.110376e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.110376e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.110374e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.110377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.11038e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.110381e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.11038e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -21103832.000000 Penalty: 6097.697754
	Iteration 103Q: 3 clusters Score -2.110383e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117558 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.110382e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 100700 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.110381e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.110381e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.110381e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -21103816.000000 Penalty: 6097.697754
	Iteration 108Q: 3 clusters Score -2.110382e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.110385e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118013 members 
Mstep: Class 2 contains 100313 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.110387e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.110386e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.110388e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.110387e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.110389e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 99974 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.110389e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.110388e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.110386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118516 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.110387e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118566 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -21103840.000000 Penalty: 6097.697754
	Iteration 119Q: 3 clusters Score -2.110384e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.110386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.110389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -21103884.000000 Penalty: 6097.697754
	Iteration 122Q: 3 clusters Score -2.110388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -21103866.000000 Penalty: 6097.697754
	Iteration 123Q: 3 clusters Score -2.110387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -21103868.000000 Penalty: 6097.697754
	Iteration 124Q: 3 clusters Score -2.110387e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -21103862.000000 Penalty: 6097.697754
	Iteration 125Q: 3 clusters Score -2.110386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118836 members 
Mstep: Class 2 contains 99490 members 
Entering Unmasked Estep 
Score: -21103860.000000 Penalty: 6097.697754
	Iteration 126Q: 3 clusters Score -2.110386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118894 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -21103870.000000 Penalty: 6097.697754
	Iteration 127Q: 3 clusters Score -2.110387e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118950 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -21103902.000000 Penalty: 6097.697754
	Iteration 128Q: 3 clusters Score -2.11039e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119005 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -21103914.000000 Penalty: 6097.697754
	Iteration 129Q: 3 clusters Score -2.110391e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -21103888.000000 Penalty: 6097.697754
	Iteration 130Q: 3 clusters Score -2.110389e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -21103880.000000 Penalty: 6097.697754
	Iteration 131Q: 3 clusters Score -2.110388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -21103914.000000 Penalty: 6097.697754
	Iteration 132Q: 3 clusters Score -2.110391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -21103934.000000 Penalty: 6097.697754
	Iteration 133Q: 3 clusters Score -2.110393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -21103934.000000 Penalty: 6097.697754
	Iteration 134Q: 3 clusters Score -2.110393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -21103936.000000 Penalty: 6097.697754
	Iteration 135Q: 3 clusters Score -2.110394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -21103914.000000 Penalty: 6097.697754
	Iteration 136Q: 3 clusters Score -2.110391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119314 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -21103922.000000 Penalty: 6097.697754
	Iteration 137Q: 3 clusters Score -2.110392e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119357 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -21103942.000000 Penalty: 6097.697754
	Iteration 138Q: 3 clusters Score -2.110394e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119389 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -21103930.000000 Penalty: 6097.697754
	Iteration 139Q: 3 clusters Score -2.110393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119425 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -21103934.000000 Penalty: 6097.697754
	Iteration 140F: 3 clusters Score -2.110393e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -21103952.000000 Penalty: 6097.697754
	Iteration 141Q: 3 clusters Score -2.110395e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -21103948.000000 Penalty: 6097.697754
	Iteration 142Q: 3 clusters Score -2.110395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -21103952.000000 Penalty: 6097.697754
	Iteration 143Q: 3 clusters Score -2.110395e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119604 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -21103928.000000 Penalty: 6097.697754
	Iteration 144Q: 3 clusters Score -2.110393e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119648 members 
Mstep: Class 2 contains 98678 members 
Entering Unmasked Estep 
Score: -21103916.000000 Penalty: 6097.697754
	Iteration 145Q: 3 clusters Score -2.110392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -21103940.000000 Penalty: 6097.697754
	Iteration 146Q: 3 clusters Score -2.110394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119729 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -21103944.000000 Penalty: 6097.697754
	Iteration 147Q: 3 clusters Score -2.110394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -21103942.000000 Penalty: 6097.697754
	Iteration 148Q: 3 clusters Score -2.110394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119831 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -21103946.000000 Penalty: 6097.697754
	Iteration 149Q: 3 clusters Score -2.110395e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119890 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -21103964.000000 Penalty: 6097.697754
	Iteration 150Q: 3 clusters Score -2.110396e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119950 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -21103994.000000 Penalty: 6097.697754
	Iteration 151Q: 3 clusters Score -2.110399e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120007 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -21103976.000000 Penalty: 6097.697754
	Iteration 152Q: 3 clusters Score -2.110398e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -21103944.000000 Penalty: 6097.697754
	Iteration 153Q: 3 clusters Score -2.110394e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 98209 members 
Entering Unmasked Estep 
Score: -21103952.000000 Penalty: 6097.697754
	Iteration 154Q: 3 clusters Score -2.110395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120172 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -21103950.000000 Penalty: 6097.697754
	Iteration 155Q: 3 clusters Score -2.110395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 98101 members 
Entering Unmasked Estep 
Score: -21103956.000000 Penalty: 6097.697754
	Iteration 156Q: 3 clusters Score -2.110396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -21103942.000000 Penalty: 6097.697754
	Iteration 157Q: 3 clusters Score -2.110394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 97998 members 
Entering Unmasked Estep 
Score: -21103946.000000 Penalty: 6097.697754
	Iteration 158Q: 3 clusters Score -2.110395e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
Score: -21103936.000000 Penalty: 6097.697754
	Iteration 159Q: 3 clusters Score -2.110394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -21103930.000000 Penalty: 6097.697754
	Iteration 160F: 3 clusters Score -2.110393e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -21103922.000000 Penalty: 6097.697754
	Iteration 161Q: 3 clusters Score -2.110392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -21103916.000000 Penalty: 6097.697754
	Iteration 162Q: 3 clusters Score -2.110392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -21103924.000000 Penalty: 6097.697754
	Iteration 163Q: 3 clusters Score -2.110392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120548 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -21103948.000000 Penalty: 6097.697754
	Iteration 164Q: 3 clusters Score -2.110395e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -21103952.000000 Penalty: 6097.697754
	Iteration 165Q: 3 clusters Score -2.110395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120626 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -21103972.000000 Penalty: 6097.697754
	Iteration 166Q: 3 clusters Score -2.110397e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -21103990.000000 Penalty: 6097.697754
	Iteration 167Q: 3 clusters Score -2.110399e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -21103994.000000 Penalty: 6097.697754
	Iteration 168Q: 3 clusters Score -2.110399e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -21103980.000000 Penalty: 6097.697754
	Iteration 169Q: 3 clusters Score -2.110398e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -21103996.000000 Penalty: 6097.697754
	Iteration 170Q: 3 clusters Score -2.1104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -21104020.000000 Penalty: 6097.697754
	Iteration 171Q: 3 clusters Score -2.110402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 97468 members 
Entering Unmasked Estep 
Score: -21104004.000000 Penalty: 6097.697754
	Iteration 172Q: 3 clusters Score -2.1104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -21104018.000000 Penalty: 6097.697754
	Iteration 173Q: 3 clusters Score -2.110402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -21104020.000000 Penalty: 6097.697754
	Iteration 174Q: 3 clusters Score -2.110402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -21104026.000000 Penalty: 6097.697754
	Iteration 175Q: 3 clusters Score -2.110403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -21104022.000000 Penalty: 6097.697754
	Iteration 176Q: 3 clusters Score -2.110402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -21104020.000000 Penalty: 6097.697754
	Iteration 177Q: 3 clusters Score -2.110402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120906 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -21104006.000000 Penalty: 6097.697754
	Iteration 178Q: 3 clusters Score -2.110401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -21104012.000000 Penalty: 6097.697754
	Iteration 179Q: 3 clusters Score -2.110401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -21104014.000000 Penalty: 6097.697754
	Iteration 180F: 3 clusters Score -2.110401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120916 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -21104014.000000 Penalty: 6097.697754
	Iteration 181Q: 3 clusters Score -2.110401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -21104030.000000 Penalty: 6097.697754
	Iteration 182Q: 3 clusters Score -2.110403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -21104028.000000 Penalty: 6097.697754
	Iteration 183Q: 3 clusters Score -2.110403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -21104018.000000 Penalty: 6097.697754
	Iteration 184Q: 3 clusters Score -2.110402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120940 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -21104034.000000 Penalty: 6097.697754
	Iteration 185Q: 3 clusters Score -2.110403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -21104030.000000 Penalty: 6097.697754
	Iteration 186Q: 3 clusters Score -2.110403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120954 members 
Mstep: Class 2 contains 97372 members 
Entering Unmasked Estep 
Score: -21104022.000000 Penalty: 6097.697754
	Iteration 187Q: 3 clusters Score -2.110402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -21104026.000000 Penalty: 6097.697754
	Iteration 188Q: 3 clusters Score -2.110403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120964 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -21104012.000000 Penalty: 6097.697754
	Iteration 189Q: 3 clusters Score -2.110401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -21104014.000000 Penalty: 6097.697754
	Iteration 190Q: 3 clusters Score -2.110401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 97355 members 
Entering Unmasked Estep 
Score: -21104018.000000 Penalty: 6097.697754
	Iteration 191Q: 3 clusters Score -2.110402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -21104016.000000 Penalty: 6097.697754
	Iteration 192Q: 3 clusters Score -2.110402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -21104022.000000 Penalty: 6097.697754
	Iteration 193Q: 3 clusters Score -2.110402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120976 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -21104022.000000 Penalty: 6097.697754
	Iteration 194Q: 3 clusters Score -2.110402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -21104022.000000 Penalty: 6097.697754
	Iteration 195Q: 3 clusters Score -2.110402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120979 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -21104012.000000 Penalty: 6097.697754
	Iteration 196Q: 3 clusters Score -2.110401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120981 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -21104020.000000 Penalty: 6097.697754
	Iteration 197Q: 3 clusters Score -2.110402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120984 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -21104024.000000 Penalty: 6097.697754
	Iteration 198Q: 3 clusters Score -2.110402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -21104026.000000 Penalty: 6097.697754
	Iteration 199Q: 3 clusters Score -2.110403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120991 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -21104022.000000 Penalty: 6097.697754
	Iteration 200F: 3 clusters Score -2.110402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -21104006.000000 Penalty: 6097.697754
	Iteration 201Q: 3 clusters Score -2.110401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -21104028.000000 Penalty: 6097.697754
	Iteration 202Q: 3 clusters Score -2.110403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121005 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -21104016.000000 Penalty: 6097.697754
	Iteration 203Q: 3 clusters Score -2.110402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.110402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.110402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.110402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
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	Iteration 207F: 3 clusters Score -2.110402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 7088 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Entering Unmasked Estep 
Score: -150615072.000000 Penalty: 192734.187500
Splitting cluster 26 changes total score from -150503680.000000 to -150615072.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 27 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -529835.375000 Penalty: 2198.807373
	Iteration 0F: 2 clusters Score -529835.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -524096.281250 Penalty: 4397.614746
	Iteration 0F: 3 clusters Score -524096.3 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -525706.937500 Penalty: 4397.614746
	Iteration 1F: 3 clusters Score -525706.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -526154.625000 Penalty: 4397.614746
	Iteration 2F: 3 clusters Score -526154.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -526547.812500 Penalty: 4397.614746
	Iteration 3F: 3 clusters Score -526547.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -526971.750000 Penalty: 4397.614746
	Iteration 4F: 3 clusters Score -526971.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -527360.187500 Penalty: 4397.614746
	Iteration 5F: 3 clusters Score -527360.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -527680.750000 Penalty: 4397.614746
	Iteration 6F: 3 clusters Score -527680.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -527955.625000 Penalty: 4397.614746
	Iteration 7Q: 3 clusters Score -527955.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -528153.000000 Penalty: 4397.614746
	Iteration 8Q: 3 clusters Score -528153 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -528285.937500 Penalty: 4397.614746
	Iteration 9Q: 3 clusters Score -528285.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -528381.750000 Penalty: 4397.614746
	Iteration 10Q: 3 clusters Score -528381.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -528451.687500 Penalty: 4397.614746
	Iteration 11Q: 3 clusters Score -528451.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -528502.187500 Penalty: 4397.614746
	Iteration 12Q: 3 clusters Score -528502.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -528538.937500 Penalty: 4397.614746
	Iteration 13Q: 3 clusters Score -528538.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -528566.812500 Penalty: 4397.614746
	Iteration 14Q: 3 clusters Score -528566.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -528584.312500 Penalty: 4397.614746
	Iteration 15Q: 3 clusters Score -528584.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -528606.062500 Penalty: 4397.614746
	Iteration 16Q: 3 clusters Score -528606.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -528623.250000 Penalty: 4397.614746
	Iteration 17Q: 3 clusters Score -528623.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -528637.125000 Penalty: 4397.614746
	Iteration 18Q: 3 clusters Score -528637.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -528647.312500 Penalty: 4397.614746
	Iteration 19Q: 3 clusters Score -528647.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -528657.250000 Penalty: 4397.614746
	Iteration 20F: 3 clusters Score -528657.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -528670.187500 Penalty: 4397.614746
	Iteration 21Q: 3 clusters Score -528670.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -528685.062500 Penalty: 4397.614746
	Iteration 22Q: 3 clusters Score -528685.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -528698.562500 Penalty: 4397.614746
	Iteration 23Q: 3 clusters Score -528698.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -528708.312500 Penalty: 4397.614746
	Iteration 24Q: 3 clusters Score -528708.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -528712.812500 Penalty: 4397.614746
	Iteration 25Q: 3 clusters Score -528712.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -528716.062500 Penalty: 4397.614746
	Iteration 26Q: 3 clusters Score -528716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -528719.187500 Penalty: 4397.614746
	Iteration 27Q: 3 clusters Score -528719.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -528720.687500 Penalty: 4397.614746
	Iteration 28Q: 3 clusters Score -528720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -528722.812500 Penalty: 4397.614746
	Iteration 29Q: 3 clusters Score -528722.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -528727.937500 Penalty: 4397.614746
	Iteration 30Q: 3 clusters Score -528727.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -528732.125000 Penalty: 4397.614746
	Iteration 31Q: 3 clusters Score -528732.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -528735.125000 Penalty: 4397.614746
	Iteration 32Q: 3 clusters Score -528735.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -528741.750000 Penalty: 4397.614746
	Iteration 33Q: 3 clusters Score -528741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -528746.500000 Penalty: 4397.614746
	Iteration 34Q: 3 clusters Score -528746.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -528751.625000 Penalty: 4397.614746
	Iteration 35Q: 3 clusters Score -528751.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -528761.937500 Penalty: 4397.614746
	Iteration 36Q: 3 clusters Score -528761.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -528774.687500 Penalty: 4397.614746
	Iteration 37Q: 3 clusters Score -528774.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -528786.562500 Penalty: 4397.614746
	Iteration 38Q: 3 clusters Score -528786.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -528801.937500 Penalty: 4397.614746
	Iteration 39Q: 3 clusters Score -528801.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -528829.187500 Penalty: 4397.614746
	Iteration 40F: 3 clusters Score -528829.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -528873.750000 Penalty: 4397.614746
	Iteration 41Q: 3 clusters Score -528873.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -528963.000000 Penalty: 4397.614746
	Iteration 42Q: 3 clusters Score -528963 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -529091.250000 Penalty: 4397.614746
	Iteration 43Q: 3 clusters Score -529091.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -529261.875000 Penalty: 4397.614746
	Iteration 44Q: 3 clusters Score -529261.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -529403.562500 Penalty: 4397.614746
	Iteration 45Q: 3 clusters Score -529403.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -529515.062500 Penalty: 4397.614746
	Iteration 46Q: 3 clusters Score -529515.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -529560.875000 Penalty: 4397.614746
	Iteration 47Q: 3 clusters Score -529560.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -529586.750000 Penalty: 4397.614746
	Iteration 48Q: 3 clusters Score -529586.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -529611.875000 Penalty: 4397.614746
	Iteration 49Q: 3 clusters Score -529611.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -529636.937500 Penalty: 4397.614746
	Iteration 50Q: 3 clusters Score -529636.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -529662.812500 Penalty: 4397.614746
	Iteration 51Q: 3 clusters Score -529662.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -529688.437500 Penalty: 4397.614746
	Iteration 52Q: 3 clusters Score -529688.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -529720.812500 Penalty: 4397.614746
	Iteration 53Q: 3 clusters Score -529720.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -529756.937500 Penalty: 4397.614746
	Iteration 54Q: 3 clusters Score -529756.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -529808.500000 Penalty: 4397.614746
	Iteration 55Q: 3 clusters Score -529808.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -529873.625000 Penalty: 4397.614746
	Iteration 56Q: 3 clusters Score -529873.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -529947.937500 Penalty: 4397.614746
	Iteration 57Q: 3 clusters Score -529947.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -529991.625000 Penalty: 4397.614746
	Iteration 58Q: 3 clusters Score -529991.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -530014.687500 Penalty: 4397.614746
	Iteration 59Q: 3 clusters Score -530014.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -530029.500000 Penalty: 4397.614746
	Iteration 60F: 3 clusters Score -530029.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -530042.937500 Penalty: 4397.614746
	Iteration 61Q: 3 clusters Score -530042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -530052.250000 Penalty: 4397.614746
	Iteration 62Q: 3 clusters Score -530052.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -530058.250000 Penalty: 4397.614746
	Iteration 63Q: 3 clusters Score -530058.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -530061.437500 Penalty: 4397.614746
	Iteration 64Q: 3 clusters Score -530061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -530062.812500 Penalty: 4397.614746
	Iteration 65Q: 3 clusters Score -530062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -530064.437500 Penalty: 4397.614746
	Iteration 66Q: 3 clusters Score -530064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -530064.062500 Penalty: 4397.614746
	Iteration 67Q: 3 clusters Score -530064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -530064.062500 Penalty: 4397.614746
	Iteration 68F: 3 clusters Score -530064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 32244 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Mstep: Class 55 contains 4373 members 
Entering Unmasked Estep 
Score: -150613968.000000 Penalty: 196303.343750
Splitting cluster 27 changes total score from -150503680.000000 to -150613968.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 28 (32244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Entering Unmasked Estep 
Score: -2382122.500000 Penalty: 2574.509766
	Iteration 0F: 2 clusters Score -2382122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2360240.500000 Penalty: 5149.019531
	Iteration 0F: 3 clusters Score -2360240 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2368527.500000 Penalty: 5149.019531
	Iteration 1F: 3 clusters Score -2368528 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2369987.750000 Penalty: 5149.019531
	Iteration 2F: 3 clusters Score -2369988 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2372121.500000 Penalty: 5149.019531
	Iteration 3F: 3 clusters Score -2372122 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2374595.750000 Penalty: 5149.019531
	Iteration 4F: 3 clusters Score -2374596 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2376963.500000 Penalty: 5149.019531
	Iteration 5F: 3 clusters Score -2376964 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2379058.250000 Penalty: 5149.019531
	Iteration 6F: 3 clusters Score -2379058 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2380633.500000 Penalty: 5149.019531
	Iteration 7F: 3 clusters Score -2380634 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2381695.500000 Penalty: 5149.019531
	Iteration 8Q: 3 clusters Score -2381696 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2382492 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2383004 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2383283 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2383435.750000 Penalty: 5149.019531
	Iteration 12Q: 3 clusters Score -2383436 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2383517.250000 Penalty: 5149.019531
	Iteration 13Q: 3 clusters Score -2383517 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2383589 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2383639.500000 Penalty: 5149.019531
	Iteration 15Q: 3 clusters Score -2383640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2383676 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2383706 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2383729 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2383748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2383763.500000 Penalty: 5149.019531
	Iteration 20F: 3 clusters Score -2383764 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2383772.000000 Penalty: 5149.019531
	Iteration 21Q: 3 clusters Score -2383772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2383775 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2383790.750000 Penalty: 5149.019531
	Iteration 23Q: 3 clusters Score -2383791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2383789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2383793.750000 Penalty: 5149.019531
	Iteration 25Q: 3 clusters Score -2383794 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2383803.500000 Penalty: 5149.019531
	Iteration 26Q: 3 clusters Score -2383804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2383812.250000 Penalty: 5149.019531
	Iteration 27Q: 3 clusters Score -2383812 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2383827.750000 Penalty: 5149.019531
	Iteration 28Q: 3 clusters Score -2383828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2383835.750000 Penalty: 5149.019531
	Iteration 29Q: 3 clusters Score -2383836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2383845.000000 Penalty: 5149.019531
	Iteration 30Q: 3 clusters Score -2383845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2383839.500000 Penalty: 5149.019531
	Iteration 31Q: 3 clusters Score -2383840 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2383841.000000 Penalty: 5149.019531
	Iteration 32Q: 3 clusters Score -2383841 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2383843.500000 Penalty: 5149.019531
	Iteration 33Q: 3 clusters Score -2383844 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2383847.750000 Penalty: 5149.019531
	Iteration 34Q: 3 clusters Score -2383848 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2383855.500000 Penalty: 5149.019531
	Iteration 35Q: 3 clusters Score -2383856 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2383856 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2383855 nChanged 24
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Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2383859.500000 Penalty: 5149.019531
	Iteration 38Q: 3 clusters Score -2383860 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2383859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2383865.750000 Penalty: 5149.019531
	Iteration 40F: 3 clusters Score -2383866 nChanged 32
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Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2383865 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2383863.250000 Penalty: 5149.019531
	Iteration 42Q: 3 clusters Score -2383863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2383867.250000 Penalty: 5149.019531
	Iteration 43Q: 3 clusters Score -2383867 nChanged 41
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Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2383875 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2383881.000000 Penalty: 5149.019531
	Iteration 45Q: 3 clusters Score -2383881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2383890.250000 Penalty: 5149.019531
	Iteration 46Q: 3 clusters Score -2383890 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2383882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2383878.500000 Penalty: 5149.019531
	Iteration 48Q: 3 clusters Score -2383878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2383886.500000 Penalty: 5149.019531
	Iteration 49Q: 3 clusters Score -2383886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2383896 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2383906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2383906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2383915.250000 Penalty: 5149.019531
	Iteration 53Q: 3 clusters Score -2383915 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2383929.000000 Penalty: 5149.019531
	Iteration 54Q: 3 clusters Score -2383929 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2383935.500000 Penalty: 5149.019531
	Iteration 55Q: 3 clusters Score -2383936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2383932.000000 Penalty: 5149.019531
	Iteration 56Q: 3 clusters Score -2383932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2383941.250000 Penalty: 5149.019531
	Iteration 57Q: 3 clusters Score -2383941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2383948.000000 Penalty: 5149.019531
	Iteration 58Q: 3 clusters Score -2383948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2383957.750000 Penalty: 5149.019531
	Iteration 59Q: 3 clusters Score -2383958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2383966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2383968 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2383976.000000 Penalty: 5149.019531
	Iteration 62Q: 3 clusters Score -2383976 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2384003.000000 Penalty: 5149.019531
	Iteration 63Q: 3 clusters Score -2384003 nChanged 77
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Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2384016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2384028 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2384057 nChanged 133
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Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2384092 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2384139 nChanged 161
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Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2384188.250000 Penalty: 5149.019531
	Iteration 69Q: 3 clusters Score -2384188 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2384247 nChanged 161
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Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2384318.000000 Penalty: 5149.019531
	Iteration 71Q: 3 clusters Score -2384318 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2384436.500000 Penalty: 5149.019531
	Iteration 72Q: 3 clusters Score -2384436 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2384643 nChanged 273
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Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2384885 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2385212 nChanged 284
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Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2385683 nChanged 282
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Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2386223.500000 Penalty: 5149.019531
	Iteration 77Q: 3 clusters Score -2386224 nChanged 228
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Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2386575.500000 Penalty: 5149.019531
	Iteration 78Q: 3 clusters Score -2386576 nChanged 177
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Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2386721 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2386789 nChanged 82
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Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2386806.250000 Penalty: 5149.019531
	Iteration 81Q: 3 clusters Score -2386806 nChanged 49
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Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2386816.000000 Penalty: 5149.019531
	Iteration 82Q: 3 clusters Score -2386816 nChanged 33
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Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2386822.750000 Penalty: 5149.019531
	Iteration 83Q: 3 clusters Score -2386823 nChanged 33
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Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2386833.500000 Penalty: 5149.019531
	Iteration 84Q: 3 clusters Score -2386834 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2386833 nChanged 12
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Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 6121 members 
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	Iteration 86Q: 3 clusters Score -2386839 nChanged 10
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Mstep: Class 1 contains 26133 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2386835 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2386844.250000 Penalty: 5149.019531
	Iteration 88Q: 3 clusters Score -2386844 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2386848 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2386843.500000 Penalty: 5149.019531
	Iteration 90Q: 3 clusters Score -2386844 nChanged 3
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Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2386841.750000 Penalty: 5149.019531
	Iteration 91Q: 3 clusters Score -2386842 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2386843 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2386844 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2386843 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2386842 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2386845 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2386846.000000 Penalty: 5149.019531
	Iteration 97Q: 3 clusters Score -2386846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2386846 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2386849.500000 Penalty: 5149.019531
	Iteration 99Q: 3 clusters Score -2386850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2386848.000000 Penalty: 5149.019531
	Iteration 100F: 3 clusters Score -2386848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2386847.500000 Penalty: 5149.019531
	Iteration 101Q: 3 clusters Score -2386848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2386851.250000 Penalty: 5149.019531
	Iteration 102Q: 3 clusters Score -2386851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2386851.000000 Penalty: 5149.019531
	Iteration 103Q: 3 clusters Score -2386851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2386852.500000 Penalty: 5149.019531
	Iteration 104Q: 3 clusters Score -2386852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2386853.500000 Penalty: 5149.019531
	Iteration 105Q: 3 clusters Score -2386854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2386856.000000 Penalty: 5149.019531
	Iteration 106Q: 3 clusters Score -2386856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2386855.000000 Penalty: 5149.019531
	Iteration 107Q: 3 clusters Score -2386855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2386855.000000 Penalty: 5149.019531
	Iteration 108F: 3 clusters Score -2386855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 26211 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Mstep: Class 55 contains 4373 members 
Mstep: Class 56 contains 6033 members 
Entering Unmasked Estep 
Score: -150618560.000000 Penalty: 199872.500000
Splitting cluster 28 changes total score from -150503680.000000 to -150618560.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (194725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194725 members 
Entering Unmasked Estep 
Score: -20692420.000000 Penalty: 3020.477051
	Iteration 0F: 2 clusters Score -2.069242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -20620932.000000 Penalty: 6040.954102
	Iteration 0F: 3 clusters Score -2.062093e+07 nChanged 93519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -20675564.000000 Penalty: 6040.954102
	Iteration 1F: 3 clusters Score -2.067556e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -20677346.000000 Penalty: 6040.954102
	Iteration 2Q: 3 clusters Score -2.067735e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -20680148.000000 Penalty: 6040.954102
	Iteration 3F: 3 clusters Score -2.068015e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112535 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -20684044.000000 Penalty: 6040.954102
	Iteration 4F: 3 clusters Score -2.068404e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -20689788.000000 Penalty: 6040.954102
	Iteration 5F: 3 clusters Score -2.068979e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -20697702.000000 Penalty: 6040.954102
	Iteration 6F: 3 clusters Score -2.06977e+07 nChanged 14347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -20706104.000000 Penalty: 6040.954102
	Iteration 7F: 3 clusters Score -2.07061e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -20710986.000000 Penalty: 6040.954102
	Iteration 8F: 3 clusters Score -2.071099e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -20713302.000000 Penalty: 6040.954102
	Iteration 9Q: 3 clusters Score -2.07133e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -20714992.000000 Penalty: 6040.954102
	Iteration 10Q: 3 clusters Score -2.071499e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -20716554.000000 Penalty: 6040.954102
	Iteration 11Q: 3 clusters Score -2.071655e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -20717650.000000 Penalty: 6040.954102
	Iteration 12Q: 3 clusters Score -2.071765e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -20718786.000000 Penalty: 6040.954102
	Iteration 13Q: 3 clusters Score -2.071879e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -20719812.000000 Penalty: 6040.954102
	Iteration 14Q: 3 clusters Score -2.071981e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 120848 members 
Entering Unmasked Estep 
Score: -20720984.000000 Penalty: 6040.954102
	Iteration 15Q: 3 clusters Score -2.072098e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -20722494.000000 Penalty: 6040.954102
	Iteration 16Q: 3 clusters Score -2.072249e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 126776 members 
Entering Unmasked Estep 
Score: -20723462.000000 Penalty: 6040.954102
	Iteration 17Q: 3 clusters Score -2.072346e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -20724106.000000 Penalty: 6040.954102
	Iteration 18Q: 3 clusters Score -2.072411e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -20724774.000000 Penalty: 6040.954102
	Iteration 19Q: 3 clusters Score -2.072477e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 128199 members 
Entering Unmasked Estep 
Score: -20725412.000000 Penalty: 6040.954102
	Iteration 20F: 3 clusters Score -2.072541e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 128241 members 
Entering Unmasked Estep 
Score: -20725908.000000 Penalty: 6040.954102
	Iteration 21Q: 3 clusters Score -2.072591e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 128214 members 
Entering Unmasked Estep 
Score: -20726430.000000 Penalty: 6040.954102
	Iteration 22Q: 3 clusters Score -2.072643e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 128056 members 
Entering Unmasked Estep 
Score: -20726866.000000 Penalty: 6040.954102
	Iteration 23Q: 3 clusters Score -2.072687e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 127934 members 
Entering Unmasked Estep 
Score: -20727222.000000 Penalty: 6040.954102
	Iteration 24Q: 3 clusters Score -2.072722e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -20727246.000000 Penalty: 6040.954102
	Iteration 25Q: 3 clusters Score -2.072725e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 127451 members 
Entering Unmasked Estep 
Score: -20727400.000000 Penalty: 6040.954102
	Iteration 26Q: 3 clusters Score -2.07274e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -20727418.000000 Penalty: 6040.954102
	Iteration 27Q: 3 clusters Score -2.072742e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -20727552.000000 Penalty: 6040.954102
	Iteration 28Q: 3 clusters Score -2.072755e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -20727598.000000 Penalty: 6040.954102
	Iteration 29Q: 3 clusters Score -2.07276e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 125977 members 
Entering Unmasked Estep 
Score: -20727592.000000 Penalty: 6040.954102
	Iteration 30Q: 3 clusters Score -2.072759e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 125468 members 
Entering Unmasked Estep 
Score: -20727440.000000 Penalty: 6040.954102
	Iteration 31Q: 3 clusters Score -2.072744e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -20727230.000000 Penalty: 6040.954102
	Iteration 32Q: 3 clusters Score -2.072723e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -20726922.000000 Penalty: 6040.954102
	Iteration 33Q: 3 clusters Score -2.072692e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -20726600.000000 Penalty: 6040.954102
	Iteration 34Q: 3 clusters Score -2.07266e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -20726136.000000 Penalty: 6040.954102
	Iteration 35Q: 3 clusters Score -2.072614e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -20725738.000000 Penalty: 6040.954102
	Iteration 36Q: 3 clusters Score -2.072574e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -20725630.000000 Penalty: 6040.954102
	Iteration 37Q: 3 clusters Score -2.072563e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -20725652.000000 Penalty: 6040.954102
	Iteration 38Q: 3 clusters Score -2.072565e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 118906 members 
Entering Unmasked Estep 
Score: -20725606.000000 Penalty: 6040.954102
	Iteration 39Q: 3 clusters Score -2.072561e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -20725748.000000 Penalty: 6040.954102
	Iteration 40F: 3 clusters Score -2.072575e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 116828 members 
Entering Unmasked Estep 
Score: -20725732.000000 Penalty: 6040.954102
	Iteration 41Q: 3 clusters Score -2.072573e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -20725714.000000 Penalty: 6040.954102
	Iteration 42Q: 3 clusters Score -2.072571e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -20725998.000000 Penalty: 6040.954102
	Iteration 43Q: 3 clusters Score -2.0726e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -20726236.000000 Penalty: 6040.954102
	Iteration 44Q: 3 clusters Score -2.072624e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -20726534.000000 Penalty: 6040.954102
	Iteration 45Q: 3 clusters Score -2.072653e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -20726812.000000 Penalty: 6040.954102
	Iteration 46Q: 3 clusters Score -2.072681e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -20727022.000000 Penalty: 6040.954102
	Iteration 47Q: 3 clusters Score -2.072702e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -20727334.000000 Penalty: 6040.954102
	Iteration 48Q: 3 clusters Score -2.072733e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -20727566.000000 Penalty: 6040.954102
	Iteration 49Q: 3 clusters Score -2.072757e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -20727812.000000 Penalty: 6040.954102
	Iteration 50Q: 3 clusters Score -2.072781e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -20728060.000000 Penalty: 6040.954102
	Iteration 51Q: 3 clusters Score -2.072806e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -20728278.000000 Penalty: 6040.954102
	Iteration 52Q: 3 clusters Score -2.072828e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -20728472.000000 Penalty: 6040.954102
	Iteration 53Q: 3 clusters Score -2.072847e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91279 members 
Mstep: Class 2 contains 103446 members 
Entering Unmasked Estep 
Score: -20728766.000000 Penalty: 6040.954102
	Iteration 54Q: 3 clusters Score -2.072877e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -20728978.000000 Penalty: 6040.954102
	Iteration 55Q: 3 clusters Score -2.072898e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -20729144.000000 Penalty: 6040.954102
	Iteration 56Q: 3 clusters Score -2.072914e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -20729318.000000 Penalty: 6040.954102
	Iteration 57Q: 3 clusters Score -2.072932e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 101139 members 
Entering Unmasked Estep 
Score: -20729424.000000 Penalty: 6040.954102
	Iteration 58Q: 3 clusters Score -2.072942e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -20729540.000000 Penalty: 6040.954102
	Iteration 59Q: 3 clusters Score -2.072954e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 100324 members 
Entering Unmasked Estep 
Score: -20729676.000000 Penalty: 6040.954102
	Iteration 60F: 3 clusters Score -2.072968e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -20729760.000000 Penalty: 6040.954102
	Iteration 61Q: 3 clusters Score -2.072976e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -20729818.000000 Penalty: 6040.954102
	Iteration 62Q: 3 clusters Score -2.072982e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -20729920.000000 Penalty: 6040.954102
	Iteration 63Q: 3 clusters Score -2.072992e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -20730044.000000 Penalty: 6040.954102
	Iteration 64Q: 3 clusters Score -2.073004e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -20730152.000000 Penalty: 6040.954102
	Iteration 65Q: 3 clusters Score -2.073015e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 98691 members 
Entering Unmasked Estep 
Score: -20730170.000000 Penalty: 6040.954102
	Iteration 66Q: 3 clusters Score -2.073017e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -20730222.000000 Penalty: 6040.954102
	Iteration 67Q: 3 clusters Score -2.073022e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -20730258.000000 Penalty: 6040.954102
	Iteration 68Q: 3 clusters Score -2.073026e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -20730282.000000 Penalty: 6040.954102
	Iteration 69Q: 3 clusters Score -2.073028e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -20730280.000000 Penalty: 6040.954102
	Iteration 70Q: 3 clusters Score -2.073028e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -20730268.000000 Penalty: 6040.954102
	Iteration 71Q: 3 clusters Score -2.073027e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96636 members 
Mstep: Class 2 contains 98089 members 
Entering Unmasked Estep 
Score: -20730266.000000 Penalty: 6040.954102
	Iteration 72Q: 3 clusters Score -2.073027e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -20730266.000000 Penalty: 6040.954102
	Iteration 73Q: 3 clusters Score -2.073027e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -20730298.000000 Penalty: 6040.954102
	Iteration 74Q: 3 clusters Score -2.07303e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -20730326.000000 Penalty: 6040.954102
	Iteration 75Q: 3 clusters Score -2.073033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -20730322.000000 Penalty: 6040.954102
	Iteration 76Q: 3 clusters Score -2.073032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -20730342.000000 Penalty: 6040.954102
	Iteration 77Q: 3 clusters Score -2.073034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -20730366.000000 Penalty: 6040.954102
	Iteration 78Q: 3 clusters Score -2.073037e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -20730378.000000 Penalty: 6040.954102
	Iteration 79Q: 3 clusters Score -2.073038e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -20730392.000000 Penalty: 6040.954102
	Iteration 80F: 3 clusters Score -2.073039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -20730370.000000 Penalty: 6040.954102
	Iteration 81Q: 3 clusters Score -2.073037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -20730390.000000 Penalty: 6040.954102
	Iteration 82Q: 3 clusters Score -2.073039e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -20730380.000000 Penalty: 6040.954102
	Iteration 83Q: 3 clusters Score -2.073038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -20730382.000000 Penalty: 6040.954102
	Iteration 84Q: 3 clusters Score -2.073038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -20730390.000000 Penalty: 6040.954102
	Iteration 85Q: 3 clusters Score -2.073039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -20730368.000000 Penalty: 6040.954102
	Iteration 86Q: 3 clusters Score -2.073037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 97653 members 
Entering Unmasked Estep 
Score: -20730390.000000 Penalty: 6040.954102
	Iteration 87Q: 3 clusters Score -2.073039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -20730402.000000 Penalty: 6040.954102
	Iteration 88Q: 3 clusters Score -2.07304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -20730396.000000 Penalty: 6040.954102
	Iteration 89Q: 3 clusters Score -2.07304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -20730388.000000 Penalty: 6040.954102
	Iteration 90Q: 3 clusters Score -2.073039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -20730388.000000 Penalty: 6040.954102
	Iteration 91Q: 3 clusters Score -2.073039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -20730368.000000 Penalty: 6040.954102
	Iteration 92Q: 3 clusters Score -2.073037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -20730390.000000 Penalty: 6040.954102
	Iteration 93Q: 3 clusters Score -2.073039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -20730394.000000 Penalty: 6040.954102
	Iteration 94Q: 3 clusters Score -2.073039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -20730392.000000 Penalty: 6040.954102
	Iteration 95Q: 3 clusters Score -2.073039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -20730404.000000 Penalty: 6040.954102
	Iteration 96Q: 3 clusters Score -2.07304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -20730388.000000 Penalty: 6040.954102
	Iteration 97Q: 3 clusters Score -2.073039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 97562 members 
Entering Unmasked Estep 
Score: -20730398.000000 Penalty: 6040.954102
	Iteration 98Q: 3 clusters Score -2.07304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -20730384.000000 Penalty: 6040.954102
	Iteration 99Q: 3 clusters Score -2.073038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 97560 members 
Entering Unmasked Estep 
Score: -20730382.000000 Penalty: 6040.954102
	Iteration 100F: 3 clusters Score -2.073038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -20730378.000000 Penalty: 6040.954102
	Iteration 101Q: 3 clusters Score -2.073038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -20730366.000000 Penalty: 6040.954102
	Iteration 102Q: 3 clusters Score -2.073037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -20730370.000000 Penalty: 6040.954102
	Iteration 103Q: 3 clusters Score -2.073037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -20730374.000000 Penalty: 6040.954102
	Iteration 104Q: 3 clusters Score -2.073037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -20730360.000000 Penalty: 6040.954102
	Iteration 105Q: 3 clusters Score -2.073036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -20730360.000000 Penalty: 6040.954102
	Iteration 106Q: 3 clusters Score -2.073036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -20730372.000000 Penalty: 6040.954102
	Iteration 107Q: 3 clusters Score -2.073037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -20730368.000000 Penalty: 6040.954102
	Iteration 108Q: 3 clusters Score -2.073037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -20730362.000000 Penalty: 6040.954102
	Iteration 109Q: 3 clusters Score -2.073036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 97514 members 
Entering Unmasked Estep 
Score: -20730376.000000 Penalty: 6040.954102
	Iteration 110Q: 3 clusters Score -2.073038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -20730376.000000 Penalty: 6040.954102
	Iteration 111Q: 3 clusters Score -2.073038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -20730396.000000 Penalty: 6040.954102
	Iteration 112Q: 3 clusters Score -2.07304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -20730414.000000 Penalty: 6040.954102
	Iteration 113Q: 3 clusters Score -2.073041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 97482 members 
Entering Unmasked Estep 
Score: -20730410.000000 Penalty: 6040.954102
	Iteration 114Q: 3 clusters Score -2.073041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 97471 members 
Entering Unmasked Estep 
Score: -20730412.000000 Penalty: 6040.954102
	Iteration 115Q: 3 clusters Score -2.073041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -20730414.000000 Penalty: 6040.954102
	Iteration 116Q: 3 clusters Score -2.073041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -20730418.000000 Penalty: 6040.954102
	Iteration 117Q: 3 clusters Score -2.073042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -20730396.000000 Penalty: 6040.954102
	Iteration 118Q: 3 clusters Score -2.07304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -20730398.000000 Penalty: 6040.954102
	Iteration 119Q: 3 clusters Score -2.07304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -20730406.000000 Penalty: 6040.954102
	Iteration 120F: 3 clusters Score -2.073041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -20730398.000000 Penalty: 6040.954102
	Iteration 121Q: 3 clusters Score -2.07304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 97429 members 
Entering Unmasked Estep 
Score: -20730402.000000 Penalty: 6040.954102
	Iteration 122Q: 3 clusters Score -2.07304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -20730422.000000 Penalty: 6040.954102
	Iteration 123Q: 3 clusters Score -2.073042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 97416 members 
Entering Unmasked Estep 
Score: -20730428.000000 Penalty: 6040.954102
	Iteration 124Q: 3 clusters Score -2.073043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -20730424.000000 Penalty: 6040.954102
	Iteration 125Q: 3 clusters Score -2.073042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -20730414.000000 Penalty: 6040.954102
	Iteration 126Q: 3 clusters Score -2.073041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -20730406.000000 Penalty: 6040.954102
	Iteration 127Q: 3 clusters Score -2.073041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -20730402.000000 Penalty: 6040.954102
	Iteration 128Q: 3 clusters Score -2.07304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 97406 members 
Entering Unmasked Estep 
Score: -20730396.000000 Penalty: 6040.954102
	Iteration 129Q: 3 clusters Score -2.07304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -20730394.000000 Penalty: 6040.954102
	Iteration 130Q: 3 clusters Score -2.073039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -20730414.000000 Penalty: 6040.954102
	Iteration 131Q: 3 clusters Score -2.073041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -20730392.000000 Penalty: 6040.954102
	Iteration 132Q: 3 clusters Score -2.073039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -20730392.000000 Penalty: 6040.954102
	Iteration 133F: 3 clusters Score -2.073039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 26211 members 
Mstep: Class 29 contains 97329 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Mstep: Class 55 contains 4373 members 
Mstep: Class 56 contains 6033 members 
Mstep: Class 57 contains 97396 members 
Entering Unmasked Estep 
Score: -150657120.000000 Penalty: 203441.640625
Splitting cluster 29 changes total score from -150503680.000000 to -150657120.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 30 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -253212.062500 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -253212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -249908.109375 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -249908.1 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -251297.109375 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -251297.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -252903.703125 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -252903.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -255318.046875 Penalty: 3993.148682
	Iteration 3F: 3 clusters Score -255318 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -256867.437500 Penalty: 3993.148682
	Iteration 4F: 3 clusters Score -256867.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -257156.843750 Penalty: 3993.148682
	Iteration 5F: 3 clusters Score -257156.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -257217.718750 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -257217.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257238.093750 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -257238.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -257245.078125 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -257245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -257251.421875 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -257251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -257255.406250 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -257255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -257258.468750 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -257258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257259.250000 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -257259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -257259.250000 Penalty: 3993.148682
	Iteration 13F: 3 clusters Score -257259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 26211 members 
Mstep: Class 29 contains 97329 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 7614 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Mstep: Class 55 contains 4373 members 
Mstep: Class 56 contains 6033 members 
Mstep: Class 57 contains 97396 members 
Mstep: Class 58 contains 1349 members 
Entering Unmasked Estep 
Score: -150659120.000000 Penalty: 207010.796875
Splitting cluster 30 changes total score from -150503680.000000 to -150659120.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 31 (22000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Entering Unmasked Estep 
Score: -1741170.250000 Penalty: 2479.701660
	Iteration 0F: 2 clusters Score -1741170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1725850.125000 Penalty: 4959.403320
	Iteration 0F: 3 clusters Score -1725850 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1731020.625000 Penalty: 4959.403320
	Iteration 1F: 3 clusters Score -1731021 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1731488.875000 Penalty: 4959.403320
	Iteration 2F: 3 clusters Score -1731489 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1731987.125000 Penalty: 4959.403320
	Iteration 3F: 3 clusters Score -1731987 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1732647.625000 Penalty: 4959.403320
	Iteration 4F: 3 clusters Score -1732648 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1733564.125000 Penalty: 4959.403320
	Iteration 5F: 3 clusters Score -1733564 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1734733.125000 Penalty: 4959.403320
	Iteration 6F: 3 clusters Score -1734733 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1735894.625000 Penalty: 4959.403320
	Iteration 7F: 3 clusters Score -1735895 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1736901.375000 Penalty: 4959.403320
	Iteration 8F: 3 clusters Score -1736901 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1737509.250000 Penalty: 4959.403320
	Iteration 9Q: 3 clusters Score -1737509 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1737999.375000 Penalty: 4959.403320
	Iteration 10Q: 3 clusters Score -1737999 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1738397.125000 Penalty: 4959.403320
	Iteration 11Q: 3 clusters Score -1738397 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1738752.125000 Penalty: 4959.403320
	Iteration 12Q: 3 clusters Score -1738752 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1739152.375000 Penalty: 4959.403320
	Iteration 13Q: 3 clusters Score -1739152 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1739604.875000 Penalty: 4959.403320
	Iteration 14Q: 3 clusters Score -1739605 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1739996.625000 Penalty: 4959.403320
	Iteration 15Q: 3 clusters Score -1739997 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1740295.125000 Penalty: 4959.403320
	Iteration 16Q: 3 clusters Score -1740295 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1740470.500000 Penalty: 4959.403320
	Iteration 17Q: 3 clusters Score -1740470 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1740567.250000 Penalty: 4959.403320
	Iteration 18Q: 3 clusters Score -1740567 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1740623.500000 Penalty: 4959.403320
	Iteration 19Q: 3 clusters Score -1740624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1740656.875000 Penalty: 4959.403320
	Iteration 20F: 3 clusters Score -1740657 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1740676.875000 Penalty: 4959.403320
	Iteration 21Q: 3 clusters Score -1740677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1740692.625000 Penalty: 4959.403320
	Iteration 22Q: 3 clusters Score -1740693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1740701.750000 Penalty: 4959.403320
	Iteration 23Q: 3 clusters Score -1740702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1740704.125000 Penalty: 4959.403320
	Iteration 24Q: 3 clusters Score -1740704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1740702.375000 Penalty: 4959.403320
	Iteration 25Q: 3 clusters Score -1740702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1740707.250000 Penalty: 4959.403320
	Iteration 26Q: 3 clusters Score -1740707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1740705.750000 Penalty: 4959.403320
	Iteration 27Q: 3 clusters Score -1740706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1740705.375000 Penalty: 4959.403320
	Iteration 28Q: 3 clusters Score -1740705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1740703.875000 Penalty: 4959.403320
	Iteration 29Q: 3 clusters Score -1740704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1740704.125000 Penalty: 4959.403320
	Iteration 30Q: 3 clusters Score -1740704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1740705.000000 Penalty: 4959.403320
	Iteration 31Q: 3 clusters Score -1740705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1740705.500000 Penalty: 4959.403320
	Iteration 32Q: 3 clusters Score -1740706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1740704.000000 Penalty: 4959.403320
	Iteration 33Q: 3 clusters Score -1740704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1740705.375000 Penalty: 4959.403320
	Iteration 34Q: 3 clusters Score -1740705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1740707.250000 Penalty: 4959.403320
	Iteration 35Q: 3 clusters Score -1740707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1740707.250000 Penalty: 4959.403320
	Iteration 36F: 3 clusters Score -1740707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Entering Unmasked Estep 
Score: -1511030.625000 Penalty: 2440.204834
	Iteration 0F: 2 clusters Score -1511031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1497857.875000 Penalty: 4880.409668
	Iteration 0F: 3 clusters Score -1497858 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1502407.500000 Penalty: 4880.409668
	Iteration 1F: 3 clusters Score -1502408 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1503132.750000 Penalty: 4880.409668
	Iteration 2F: 3 clusters Score -1503133 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1504119.750000 Penalty: 4880.409668
	Iteration 3F: 3 clusters Score -1504120 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1505386.125000 Penalty: 4880.409668
	Iteration 4F: 3 clusters Score -1505386 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1506567.250000 Penalty: 4880.409668
	Iteration 5F: 3 clusters Score -1506567 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1507381.500000 Penalty: 4880.409668
	Iteration 6F: 3 clusters Score -1507382 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1507845.875000 Penalty: 4880.409668
	Iteration 7Q: 3 clusters Score -1507846 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1508081.625000 Penalty: 4880.409668
	Iteration 8Q: 3 clusters Score -1508082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1508224.750000 Penalty: 4880.409668
	Iteration 9Q: 3 clusters Score -1508225 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1508331.125000 Penalty: 4880.409668
	Iteration 10Q: 3 clusters Score -1508331 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1508422.500000 Penalty: 4880.409668
	Iteration 11Q: 3 clusters Score -1508422 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1508509.875000 Penalty: 4880.409668
	Iteration 12Q: 3 clusters Score -1508510 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1508568.250000 Penalty: 4880.409668
	Iteration 13Q: 3 clusters Score -1508568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1508616.125000 Penalty: 4880.409668
	Iteration 14Q: 3 clusters Score -1508616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1508657.625000 Penalty: 4880.409668
	Iteration 15Q: 3 clusters Score -1508658 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1508694.125000 Penalty: 4880.409668
	Iteration 16Q: 3 clusters Score -1508694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1508732.375000 Penalty: 4880.409668
	Iteration 17Q: 3 clusters Score -1508732 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1508759.125000 Penalty: 4880.409668
	Iteration 18Q: 3 clusters Score -1508759 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1508783.625000 Penalty: 4880.409668
	Iteration 19Q: 3 clusters Score -1508784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1508808.375000 Penalty: 4880.409668
	Iteration 20F: 3 clusters Score -1508808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1508840.000000 Penalty: 4880.409668
	Iteration 21Q: 3 clusters Score -1508840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1508861.875000 Penalty: 4880.409668
	Iteration 22Q: 3 clusters Score -1508862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1508883.875000 Penalty: 4880.409668
	Iteration 23Q: 3 clusters Score -1508884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1508901.375000 Penalty: 4880.409668
	Iteration 24Q: 3 clusters Score -1508901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1508920.875000 Penalty: 4880.409668
	Iteration 25Q: 3 clusters Score -1508921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1508943.375000 Penalty: 4880.409668
	Iteration 26Q: 3 clusters Score -1508943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1508962.500000 Penalty: 4880.409668
	Iteration 27Q: 3 clusters Score -1508962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1508977.125000 Penalty: 4880.409668
	Iteration 28Q: 3 clusters Score -1508977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1508995.000000 Penalty: 4880.409668
	Iteration 29Q: 3 clusters Score -1508995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1509006.625000 Penalty: 4880.409668
	Iteration 30Q: 3 clusters Score -1509007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1509015.375000 Penalty: 4880.409668
	Iteration 31Q: 3 clusters Score -1509015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1509016.625000 Penalty: 4880.409668
	Iteration 32Q: 3 clusters Score -1509017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1509025.375000 Penalty: 4880.409668
	Iteration 33Q: 3 clusters Score -1509025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1509029.500000 Penalty: 4880.409668
	Iteration 34Q: 3 clusters Score -1509030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1509032.875000 Penalty: 4880.409668
	Iteration 35Q: 3 clusters Score -1509033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1509041.500000 Penalty: 4880.409668
	Iteration 36Q: 3 clusters Score -1509042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1509046.000000 Penalty: 4880.409668
	Iteration 37Q: 3 clusters Score -1509046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1509053.875000 Penalty: 4880.409668
	Iteration 38Q: 3 clusters Score -1509054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1509050.375000 Penalty: 4880.409668
	Iteration 39Q: 3 clusters Score -1509050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1509054.375000 Penalty: 4880.409668
	Iteration 40F: 3 clusters Score -1509054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1509057.125000 Penalty: 4880.409668
	Iteration 41Q: 3 clusters Score -1509057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1509058.125000 Penalty: 4880.409668
	Iteration 42Q: 3 clusters Score -1509058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1509056.750000 Penalty: 4880.409668
	Iteration 43Q: 3 clusters Score -1509057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1509060.750000 Penalty: 4880.409668
	Iteration 44Q: 3 clusters Score -1509061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1509066.375000 Penalty: 4880.409668
	Iteration 45Q: 3 clusters Score -1509066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1509064.750000 Penalty: 4880.409668
	Iteration 46Q: 3 clusters Score -1509065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1509066.000000 Penalty: 4880.409668
	Iteration 47Q: 3 clusters Score -1509066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1509063.125000 Penalty: 4880.409668
	Iteration 48Q: 3 clusters Score -1509063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1509066.750000 Penalty: 4880.409668
	Iteration 49Q: 3 clusters Score -1509067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1509066.375000 Penalty: 4880.409668
	Iteration 50Q: 3 clusters Score -1509066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1509066.875000 Penalty: 4880.409668
	Iteration 51Q: 3 clusters Score -1509067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1509069.000000 Penalty: 4880.409668
	Iteration 52Q: 3 clusters Score -1509069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1509067.125000 Penalty: 4880.409668
	Iteration 53Q: 3 clusters Score -1509067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1509067.125000 Penalty: 4880.409668
	Iteration 54F: 3 clusters Score -1509067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Entering Unmasked Estep 
Score: -586413.437500 Penalty: 2216.560547
	Iteration 0F: 2 clusters Score -586413.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -580238.750000 Penalty: 4433.121094
	Iteration 0F: 3 clusters Score -580238.8 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -582196.187500 Penalty: 4433.121094
	Iteration 1F: 3 clusters Score -582196.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -582991.875000 Penalty: 4433.121094
	Iteration 2F: 3 clusters Score -582991.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -583926.437500 Penalty: 4433.121094
	Iteration 3F: 3 clusters Score -583926.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -584844.062500 Penalty: 4433.121094
	Iteration 4F: 3 clusters Score -584844.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -585577.937500 Penalty: 4433.121094
	Iteration 5F: 3 clusters Score -585577.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -586088.375000 Penalty: 4433.121094
	Iteration 6F: 3 clusters Score -586088.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -586379.312500 Penalty: 4433.121094
	Iteration 7Q: 3 clusters Score -586379.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -586615.875000 Penalty: 4433.121094
	Iteration 8Q: 3 clusters Score -586615.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -586841.437500 Penalty: 4433.121094
	Iteration 9Q: 3 clusters Score -586841.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -587024.750000 Penalty: 4433.121094
	Iteration 10Q: 3 clusters Score -587024.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -587150.062500 Penalty: 4433.121094
	Iteration 11Q: 3 clusters Score -587150.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -587240.750000 Penalty: 4433.121094
	Iteration 12Q: 3 clusters Score -587240.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -587307.750000 Penalty: 4433.121094
	Iteration 13Q: 3 clusters Score -587307.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -587375.125000 Penalty: 4433.121094
	Iteration 14Q: 3 clusters Score -587375.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -587460.625000 Penalty: 4433.121094
	Iteration 15Q: 3 clusters Score -587460.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -587524.125000 Penalty: 4433.121094
	Iteration 16Q: 3 clusters Score -587524.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -587574.875000 Penalty: 4433.121094
	Iteration 17Q: 3 clusters Score -587574.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -587613.312500 Penalty: 4433.121094
	Iteration 18Q: 3 clusters Score -587613.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -587639.062500 Penalty: 4433.121094
	Iteration 19Q: 3 clusters Score -587639.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -587664.625000 Penalty: 4433.121094
	Iteration 20F: 3 clusters Score -587664.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -587683.687500 Penalty: 4433.121094
	Iteration 21Q: 3 clusters Score -587683.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -587696.062500 Penalty: 4433.121094
	Iteration 22Q: 3 clusters Score -587696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -587704.250000 Penalty: 4433.121094
	Iteration 23Q: 3 clusters Score -587704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -587704.875000 Penalty: 4433.121094
	Iteration 24Q: 3 clusters Score -587704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -587706.187500 Penalty: 4433.121094
	Iteration 25Q: 3 clusters Score -587706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -587707.750000 Penalty: 4433.121094
	Iteration 26Q: 3 clusters Score -587707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -587709.062500 Penalty: 4433.121094
	Iteration 27Q: 3 clusters Score -587709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -587709.062500 Penalty: 4433.121094
	Iteration 28Q: 3 clusters Score -587709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -587709.750000 Penalty: 4433.121094
	Iteration 29Q: 3 clusters Score -587709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -587709.125000 Penalty: 4433.121094
	Iteration 30Q: 3 clusters Score -587709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -587709.750000 Penalty: 4433.121094
	Iteration 31Q: 3 clusters Score -587709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -587711.312500 Penalty: 4433.121094
	Iteration 32Q: 3 clusters Score -587711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -587711.500000 Penalty: 4433.121094
	Iteration 33Q: 3 clusters Score -587711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -587711.500000 Penalty: 4433.121094
	Iteration 34F: 3 clusters Score -587711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 26211 members 
Mstep: Class 29 contains 97329 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 4983 members 
Mstep: Class 34 contains 18879 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Mstep: Class 55 contains 4373 members 
Mstep: Class 56 contains 6033 members 
Mstep: Class 57 contains 97396 members 
Mstep: Class 58 contains 1349 members 
Mstep: Class 59 contains 2631 members 
Entering Unmasked Estep 
Score: -150659600.000000 Penalty: 210579.953125
Splitting cluster 33 changes total score from -150503680.000000 to -150659600.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 34 (18879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Entering Unmasked Estep 
Score: -1452813.875000 Penalty: 2441.759766
	Iteration 0F: 2 clusters Score -1452814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1439433.250000 Penalty: 4883.519531
	Iteration 0F: 3 clusters Score -1439433 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1444284.000000 Penalty: 4883.519531
	Iteration 1F: 3 clusters Score -1444284 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1445383.250000 Penalty: 4883.519531
	Iteration 2F: 3 clusters Score -1445383 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1446519.000000 Penalty: 4883.519531
	Iteration 3F: 3 clusters Score -1446519 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1447732.625000 Penalty: 4883.519531
	Iteration 4F: 3 clusters Score -1447733 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1448868.250000 Penalty: 4883.519531
	Iteration 5F: 3 clusters Score -1448868 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1449892.375000 Penalty: 4883.519531
	Iteration 6F: 3 clusters Score -1449892 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1450627.750000 Penalty: 4883.519531
	Iteration 7F: 3 clusters Score -1450628 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1451066.750000 Penalty: 4883.519531
	Iteration 8Q: 3 clusters Score -1451067 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1451297.750000 Penalty: 4883.519531
	Iteration 9Q: 3 clusters Score -1451298 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1451450.625000 Penalty: 4883.519531
	Iteration 10Q: 3 clusters Score -1451451 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1451588.125000 Penalty: 4883.519531
	Iteration 11Q: 3 clusters Score -1451588 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1451722.250000 Penalty: 4883.519531
	Iteration 12Q: 3 clusters Score -1451722 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1451884.250000 Penalty: 4883.519531
	Iteration 13Q: 3 clusters Score -1451884 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1452064.000000 Penalty: 4883.519531
	Iteration 14Q: 3 clusters Score -1452064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1452261.125000 Penalty: 4883.519531
	Iteration 15Q: 3 clusters Score -1452261 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1452431.375000 Penalty: 4883.519531
	Iteration 16Q: 3 clusters Score -1452431 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1452566.500000 Penalty: 4883.519531
	Iteration 17Q: 3 clusters Score -1452566 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1452641.625000 Penalty: 4883.519531
	Iteration 18Q: 3 clusters Score -1452642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1452693.375000 Penalty: 4883.519531
	Iteration 19Q: 3 clusters Score -1452693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1452744.000000 Penalty: 4883.519531
	Iteration 20F: 3 clusters Score -1452744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1452770.250000 Penalty: 4883.519531
	Iteration 21Q: 3 clusters Score -1452770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1452804.250000 Penalty: 4883.519531
	Iteration 22Q: 3 clusters Score -1452804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1452820.250000 Penalty: 4883.519531
	Iteration 23Q: 3 clusters Score -1452820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1452850.625000 Penalty: 4883.519531
	Iteration 24Q: 3 clusters Score -1452851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1452875.250000 Penalty: 4883.519531
	Iteration 25Q: 3 clusters Score -1452875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1452899.625000 Penalty: 4883.519531
	Iteration 26Q: 3 clusters Score -1452900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1452923.750000 Penalty: 4883.519531
	Iteration 27Q: 3 clusters Score -1452924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1452990.625000 Penalty: 4883.519531
	Iteration 28Q: 3 clusters Score -1452991 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1453068.125000 Penalty: 4883.519531
	Iteration 29Q: 3 clusters Score -1453068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1453211.875000 Penalty: 4883.519531
	Iteration 30Q: 3 clusters Score -1453212 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1453526.875000 Penalty: 4883.519531
	Iteration 31Q: 3 clusters Score -1453527 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1453856.625000 Penalty: 4883.519531
	Iteration 32Q: 3 clusters Score -1453857 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1454046.625000 Penalty: 4883.519531
	Iteration 33Q: 3 clusters Score -1454047 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1454136.625000 Penalty: 4883.519531
	Iteration 34Q: 3 clusters Score -1454137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1454175.500000 Penalty: 4883.519531
	Iteration 35Q: 3 clusters Score -1454176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1454210.750000 Penalty: 4883.519531
	Iteration 36Q: 3 clusters Score -1454211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1454247.625000 Penalty: 4883.519531
	Iteration 37Q: 3 clusters Score -1454248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1454331.625000 Penalty: 4883.519531
	Iteration 38Q: 3 clusters Score -1454332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1454502.000000 Penalty: 4883.519531
	Iteration 39Q: 3 clusters Score -1454502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1454577.000000 Penalty: 4883.519531
	Iteration 40F: 3 clusters Score -1454577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1454588.750000 Penalty: 4883.519531
	Iteration 41Q: 3 clusters Score -1454589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1454588.625000 Penalty: 4883.519531
	Iteration 42Q: 3 clusters Score -1454589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1454588.500000 Penalty: 4883.519531
	Iteration 43Q: 3 clusters Score -1454588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1454588.125000 Penalty: 4883.519531
	Iteration 44Q: 3 clusters Score -1454588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1454589.000000 Penalty: 4883.519531
	Iteration 45Q: 3 clusters Score -1454589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1454590.375000 Penalty: 4883.519531
	Iteration 46Q: 3 clusters Score -1454590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1454590.375000 Penalty: 4883.519531
	Iteration 47F: 3 clusters Score -1454590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 26211 members 
Mstep: Class 29 contains 97329 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 4983 members 
Mstep: Class 34 contains 4051 members 
Mstep: Class 35 contains 2213 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 15728 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 3870 members 
Mstep: Class 40 contains 15450 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 31913 members 
Mstep: Class 43 contains 3106 members 
Mstep: Class 44 contains 1480 members 
Mstep: Class 45 contains 59043 members 
Mstep: Class 46 contains 5039 members 
Mstep: Class 47 contains 2416 members 
Mstep: Class 48 contains 10888 members 
Mstep: Class 49 contains 1759 members 
Mstep: Class 50 contains 123557 members 
Mstep: Class 51 contains 141609 members 
Mstep: Class 52 contains 6032 members 
Mstep: Class 53 contains 1749 members 
Mstep: Class 54 contains 97318 members 
Mstep: Class 55 contains 4373 members 
Mstep: Class 56 contains 6033 members 
Mstep: Class 57 contains 97396 members 
Mstep: Class 58 contains 1349 members 
Mstep: Class 59 contains 2631 members 
Mstep: Class 60 contains 14828 members 
Entering Unmasked Estep 
Score: -150660912.000000 Penalty: 214149.109375
Splitting cluster 34 changes total score from -150503680.000000 to -150660912.000000
So it's getting split into cluster 60.
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 68571 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 159891 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 12187 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 55678 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 107710 members 
Mstep: Class 14 contains 8011 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 174921 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 23730 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 121008 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 26211 members 
Mstep: Class 29 contains 97329 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 22000 members 
Mstep: Class 32 contains 18761 members 
Mstep: Class 33 contains 4983 members 
Mstep: Class 34 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150706480.000000 Penalty: 214149.109375
Iteration 79Q: 61 clusters Score -1.507065e+08 nChanged 66267
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 68601 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 161876 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 6866 members 
Mstep: Class 9 contains 12714 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 56370 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 112563 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 19335 members 
Mstep: Class 16 contains 11008 members 
Mstep: Class 17 contains 175230 members 
Mstep: Class 18 contains 4735 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 50661 members 
Mstep: Class 21 contains 25175 members 
Mstep: Class 22 contains 50293 members 
Mstep: Class 23 contains 39985 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 680 members 
Mstep: Class 26 contains 126477 members 
Mstep: Class 27 contains 2782 members 
Mstep: Class 28 contains 26043 members 
Mstep: Class 29 contains 101330 members 
Mstep: Class 30 contains 2125 members 
Mstep: Class 31 contains 21617 members 
Mstep: Class 32 contains 18775 members 
Mstep: Class 33 contains 4983 members 
Mstep: Class 34 contains 4268 members 
Mstep: Class 35 contains 2179 members 
Mstep: Class 36 contains 5263 members 
Mstep: Class 37 contains 15145 members 
Mstep: Class 38 contains 3621 members 
Mstep: Class 39 contains 3770 members 
Mstep: Class 40 contains 14243 members 
Mstep: Class 41 contains 3715 members 
Mstep: Class 42 contains 28613 members 
Mstep: Class 43 contains 3033 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 51530 members 
Mstep: Class 46 contains 4852 members 
Mstep: Class 47 contains 2470 members 
Mstep: Class 48 contains 11064 members 
Mstep: Class 49 contains 1766 members 
Mstep: Class 50 contains 123218 members 
Mstep: Class 51 contains 137445 members 
Mstep: Class 52 contains 5931 members 
Mstep: Class 53 contains 1663 members 
Mstep: Class 54 contains 94452 members 
Mstep: Class 55 contains 4356 members 
Mstep: Class 56 contains 5742 members 
Mstep: Class 57 contains 95175 members 
Mstep: Class 58 contains 1389 members 
Mstep: Class 59 contains 2633 members 
Mstep: Class 60 contains 14355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150736880.000000 Penalty: 214149.109375
Iteration 80F: 61 clusters Score -1.507369e+08 nChanged 48617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 68286 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 162093 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 56167 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 108874 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 174009 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 50259 members 
Mstep: Class 21 contains 26070 members 
Mstep: Class 22 contains 50195 members 
Mstep: Class 23 contains 39983 members 
Mstep: Class 24 contains 4044 members 
Mstep: Class 25 contains 690 members 
Mstep: Class 26 contains 127814 members 
Mstep: Class 27 contains 2800 members 
Mstep: Class 28 contains 25946 members 
Mstep: Class 29 contains 101246 members 
Mstep: Class 30 contains 2203 members 
Mstep: Class 31 contains 21186 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 4986 members 
Mstep: Class 34 contains 4299 members 
Mstep: Class 35 contains 2192 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 14670 members 
Mstep: Class 38 contains 3672 members 
Mstep: Class 39 contains 3958 members 
Mstep: Class 40 contains 14242 members 
Mstep: Class 41 contains 3746 members 
Mstep: Class 42 contains 28524 members 
Mstep: Class 43 contains 3190 members 
Mstep: Class 44 contains 1763 members 
Mstep: Class 45 contains 49969 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 2552 members 
Mstep: Class 48 contains 11948 members 
Mstep: Class 49 contains 1767 members 
Mstep: Class 50 contains 123531 members 
Mstep: Class 51 contains 136646 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 1724 members 
Mstep: Class 54 contains 95338 members 
Mstep: Class 55 contains 4361 members 
Mstep: Class 56 contains 6919 members 
Mstep: Class 57 contains 97068 members 
Mstep: Class 58 contains 1535 members 
Mstep: Class 59 contains 2629 members 
Mstep: Class 60 contains 14223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150747072.000000 Penalty: 214149.109375
Iteration 81Q: 61 clusters Score -1.507471e+08 nChanged 26033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 68092 members 
Mstep: Class 5 contains 3170 members 
Mstep: Class 6 contains 162377 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 12721 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 56045 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 106087 members 
Mstep: Class 14 contains 8398 members 
Mstep: Class 15 contains 19558 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 172996 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 50032 members 
Mstep: Class 21 contains 26891 members 
Mstep: Class 22 contains 50117 members 
Mstep: Class 23 contains 40133 members 
Mstep: Class 24 contains 4084 members 
Mstep: Class 25 contains 708 members 
Mstep: Class 26 contains 129488 members 
Mstep: Class 27 contains 2813 members 
Mstep: Class 28 contains 25961 members 
Mstep: Class 29 contains 100550 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 20773 members 
Mstep: Class 32 contains 18750 members 
Mstep: Class 33 contains 4992 members 
Mstep: Class 34 contains 4320 members 
Mstep: Class 35 contains 2165 members 
Mstep: Class 36 contains 5446 members 
Mstep: Class 37 contains 14328 members 
Mstep: Class 38 contains 3707 members 
Mstep: Class 39 contains 4072 members 
Mstep: Class 40 contains 14159 members 
Mstep: Class 41 contains 3770 members 
Mstep: Class 42 contains 28418 members 
Mstep: Class 43 contains 3303 members 
Mstep: Class 44 contains 1872 members 
Mstep: Class 45 contains 49534 members 
Mstep: Class 46 contains 5084 members 
Mstep: Class 47 contains 2613 members 
Mstep: Class 48 contains 12548 members 
Mstep: Class 49 contains 1771 members 
Mstep: Class 50 contains 123455 members 
Mstep: Class 51 contains 135786 members 
Mstep: Class 52 contains 6249 members 
Mstep: Class 53 contains 1705 members 
Mstep: Class 54 contains 95687 members 
Mstep: Class 55 contains 4362 members 
Mstep: Class 56 contains 7830 members 
Mstep: Class 57 contains 98158 members 
Mstep: Class 58 contains 1581 members 
Mstep: Class 59 contains 2623 members 
Mstep: Class 60 contains 14115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150753344.000000 Penalty: 214149.109375
Iteration 82Q: 61 clusters Score -1.507533e+08 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 4662 members 
Mstep: Class 4 contains 67999 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 162627 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 6600 members 
Mstep: Class 9 contains 12712 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 55966 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 103614 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 10890 members 
Mstep: Class 17 contains 172137 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 49839 members 
Mstep: Class 21 contains 27682 members 
Mstep: Class 22 contains 50063 members 
Mstep: Class 23 contains 40338 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 131163 members 
Mstep: Class 27 contains 2815 members 
Mstep: Class 28 contains 26027 members 
Mstep: Class 29 contains 99468 members 
Mstep: Class 30 contains 2384 members 
Mstep: Class 31 contains 20412 members 
Mstep: Class 32 contains 18748 members 
Mstep: Class 33 contains 4997 members 
Mstep: Class 34 contains 4344 members 
Mstep: Class 35 contains 2149 members 
Mstep: Class 36 contains 5480 members 
Mstep: Class 37 contains 14065 members 
Mstep: Class 38 contains 3724 members 
Mstep: Class 39 contains 4129 members 
Mstep: Class 40 contains 14039 members 
Mstep: Class 41 contains 3797 members 
Mstep: Class 42 contains 28181 members 
Mstep: Class 43 contains 3385 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 49660 members 
Mstep: Class 46 contains 5141 members 
Mstep: Class 47 contains 2664 members 
Mstep: Class 48 contains 13043 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 123154 members 
Mstep: Class 51 contains 134995 members 
Mstep: Class 52 contains 6334 members 
Mstep: Class 53 contains 1680 members 
Mstep: Class 54 contains 95807 members 
Mstep: Class 55 contains 4368 members 
Mstep: Class 56 contains 8572 members 
Mstep: Class 57 contains 99254 members 
Mstep: Class 58 contains 1610 members 
Mstep: Class 59 contains 2620 members 
Mstep: Class 60 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150756928.000000 Penalty: 214149.109375
Iteration 83Q: 61 clusters Score -1.507569e+08 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 5134 members 
Mstep: Class 4 contains 67931 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 162828 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 9 contains 12706 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 55926 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 101399 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 10859 members 
Mstep: Class 17 contains 171392 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 49678 members 
Mstep: Class 21 contains 28381 members 
Mstep: Class 22 contains 50025 members 
Mstep: Class 23 contains 40544 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 754 members 
Mstep: Class 26 contains 132691 members 
Mstep: Class 27 contains 2815 members 
Mstep: Class 28 contains 26090 members 
Mstep: Class 29 contains 98118 members 
Mstep: Class 30 contains 2456 members 
Mstep: Class 31 contains 20104 members 
Mstep: Class 32 contains 18751 members 
Mstep: Class 33 contains 5003 members 
Mstep: Class 34 contains 4361 members 
Mstep: Class 35 contains 2146 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 13833 members 
Mstep: Class 38 contains 3740 members 
Mstep: Class 39 contains 4165 members 
Mstep: Class 40 contains 13904 members 
Mstep: Class 41 contains 3812 members 
Mstep: Class 42 contains 27919 members 
Mstep: Class 43 contains 3450 members 
Mstep: Class 44 contains 1974 members 
Mstep: Class 45 contains 50134 members 
Mstep: Class 46 contains 5203 members 
Mstep: Class 47 contains 2707 members 
Mstep: Class 48 contains 13423 members 
Mstep: Class 49 contains 1766 members 
Mstep: Class 50 contains 122862 members 
Mstep: Class 51 contains 134330 members 
Mstep: Class 52 contains 6405 members 
Mstep: Class 53 contains 1649 members 
Mstep: Class 54 contains 95870 members 
Mstep: Class 55 contains 4374 members 
Mstep: Class 56 contains 9220 members 
Mstep: Class 57 contains 100367 members 
Mstep: Class 58 contains 1618 members 
Mstep: Class 59 contains 2615 members 
Mstep: Class 60 contains 14021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150759120.000000 Penalty: 214149.109375
Iteration 84Q: 61 clusters Score -1.507591e+08 nChanged 14436
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 67880 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 162956 members 
Mstep: Class 7 contains 2701 members 
Mstep: Class 8 contains 6569 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 2118 members 
Mstep: Class 11 contains 55879 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 99323 members 
Mstep: Class 14 contains 8562 members 
Mstep: Class 15 contains 19844 members 
Mstep: Class 16 contains 10832 members 
Mstep: Class 17 contains 170763 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 49560 members 
Mstep: Class 21 contains 29030 members 
Mstep: Class 22 contains 49990 members 
Mstep: Class 23 contains 40773 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 134168 members 
Mstep: Class 27 contains 2815 members 
Mstep: Class 28 contains 26153 members 
Mstep: Class 29 contains 96588 members 
Mstep: Class 30 contains 2514 members 
Mstep: Class 31 contains 19864 members 
Mstep: Class 32 contains 18757 members 
Mstep: Class 33 contains 5003 members 
Mstep: Class 34 contains 4382 members 
Mstep: Class 35 contains 2130 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 13670 members 
Mstep: Class 38 contains 3753 members 
Mstep: Class 39 contains 4189 members 
Mstep: Class 40 contains 13797 members 
Mstep: Class 41 contains 3828 members 
Mstep: Class 42 contains 27659 members 
Mstep: Class 43 contains 3519 members 
Mstep: Class 44 contains 1991 members 
Mstep: Class 45 contains 50743 members 
Mstep: Class 46 contains 5250 members 
Mstep: Class 47 contains 2744 members 
Mstep: Class 48 contains 13745 members 
Mstep: Class 49 contains 1768 members 
Mstep: Class 50 contains 122548 members 
Mstep: Class 51 contains 133725 members 
Mstep: Class 52 contains 6463 members 
Mstep: Class 53 contains 1619 members 
Mstep: Class 54 contains 95961 members 
Mstep: Class 55 contains 4377 members 
Mstep: Class 56 contains 9773 members 
Mstep: Class 57 contains 101492 members 
Mstep: Class 58 contains 1623 members 
Mstep: Class 59 contains 2615 members 
Mstep: Class 60 contains 13989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760768.000000 Penalty: 214149.109375
Iteration 85Q: 61 clusters Score -1.507608e+08 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 67825 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 163088 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 12659 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 55841 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 97350 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 19919 members 
Mstep: Class 16 contains 10804 members 
Mstep: Class 17 contains 170244 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 49474 members 
Mstep: Class 21 contains 29575 members 
Mstep: Class 22 contains 49971 members 
Mstep: Class 23 contains 41022 members 
Mstep: Class 24 contains 4250 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 135427 members 
Mstep: Class 27 contains 2818 members 
Mstep: Class 28 contains 26204 members 
Mstep: Class 29 contains 94929 members 
Mstep: Class 30 contains 2569 members 
Mstep: Class 31 contains 19636 members 
Mstep: Class 32 contains 18763 members 
Mstep: Class 33 contains 5005 members 
Mstep: Class 34 contains 4400 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 5506 members 
Mstep: Class 37 contains 13494 members 
Mstep: Class 38 contains 3764 members 
Mstep: Class 39 contains 4210 members 
Mstep: Class 40 contains 13711 members 
Mstep: Class 41 contains 3838 members 
Mstep: Class 42 contains 27409 members 
Mstep: Class 43 contains 3572 members 
Mstep: Class 44 contains 2013 members 
Mstep: Class 45 contains 51510 members 
Mstep: Class 46 contains 5305 members 
Mstep: Class 47 contains 2765 members 
Mstep: Class 48 contains 14014 members 
Mstep: Class 49 contains 1770 members 
Mstep: Class 50 contains 122325 members 
Mstep: Class 51 contains 133163 members 
Mstep: Class 52 contains 6533 members 
Mstep: Class 53 contains 1600 members 
Mstep: Class 54 contains 96139 members 
Mstep: Class 55 contains 4379 members 
Mstep: Class 56 contains 10226 members 
Mstep: Class 57 contains 102679 members 
Mstep: Class 58 contains 1628 members 
Mstep: Class 59 contains 2616 members 
Mstep: Class 60 contains 13976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762400.000000 Penalty: 214149.109375
Iteration 86Q: 61 clusters Score -1.507624e+08 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 6012 members 
Mstep: Class 4 contains 67779 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 6 contains 163220 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 12642 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 55819 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 95473 members 
Mstep: Class 14 contains 8752 members 
Mstep: Class 15 contains 19970 members 
Mstep: Class 16 contains 10766 members 
Mstep: Class 17 contains 169829 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 49394 members 
Mstep: Class 21 contains 30053 members 
Mstep: Class 22 contains 49975 members 
Mstep: Class 23 contains 41239 members 
Mstep: Class 24 contains 4291 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 136578 members 
Mstep: Class 27 contains 2817 members 
Mstep: Class 28 contains 26223 members 
Mstep: Class 29 contains 93186 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 19424 members 
Mstep: Class 32 contains 18767 members 
Mstep: Class 33 contains 5007 members 
Mstep: Class 34 contains 4416 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 5507 members 
Mstep: Class 37 contains 13368 members 
Mstep: Class 38 contains 3771 members 
Mstep: Class 39 contains 4231 members 
Mstep: Class 40 contains 13635 members 
Mstep: Class 41 contains 3844 members 
Mstep: Class 42 contains 27169 members 
Mstep: Class 43 contains 3608 members 
Mstep: Class 44 contains 2017 members 
Mstep: Class 45 contains 52392 members 
Mstep: Class 46 contains 5348 members 
Mstep: Class 47 contains 2781 members 
Mstep: Class 48 contains 14231 members 
Mstep: Class 49 contains 1769 members 
Mstep: Class 50 contains 122089 members 
Mstep: Class 51 contains 132717 members 
Mstep: Class 52 contains 6618 members 
Mstep: Class 53 contains 1585 members 
Mstep: Class 54 contains 96326 members 
Mstep: Class 55 contains 4378 members 
Mstep: Class 56 contains 10612 members 
Mstep: Class 57 contains 103902 members 
Mstep: Class 58 contains 1635 members 
Mstep: Class 59 contains 2614 members 
Mstep: Class 60 contains 13961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764336.000000 Penalty: 214149.109375
Iteration 87Q: 61 clusters Score -1.507643e+08 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 67753 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 163341 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 12627 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 55780 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 93708 members 
Mstep: Class 14 contains 8829 members 
Mstep: Class 15 contains 20010 members 
Mstep: Class 16 contains 10735 members 
Mstep: Class 17 contains 169489 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 4024 members 
Mstep: Class 20 contains 49350 members 
Mstep: Class 21 contains 30513 members 
Mstep: Class 22 contains 49968 members 
Mstep: Class 23 contains 41425 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 812 members 
Mstep: Class 26 contains 137620 members 
Mstep: Class 27 contains 2819 members 
Mstep: Class 28 contains 26242 members 
Mstep: Class 29 contains 91367 members 
Mstep: Class 30 contains 2644 members 
Mstep: Class 31 contains 19253 members 
Mstep: Class 32 contains 18771 members 
Mstep: Class 33 contains 5009 members 
Mstep: Class 34 contains 4425 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 5508 members 
Mstep: Class 37 contains 13247 members 
Mstep: Class 38 contains 3776 members 
Mstep: Class 39 contains 4240 members 
Mstep: Class 40 contains 13582 members 
Mstep: Class 41 contains 3844 members 
Mstep: Class 42 contains 26949 members 
Mstep: Class 43 contains 3647 members 
Mstep: Class 44 contains 2009 members 
Mstep: Class 45 contains 53308 members 
Mstep: Class 46 contains 5408 members 
Mstep: Class 47 contains 2793 members 
Mstep: Class 48 contains 14391 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 121877 members 
Mstep: Class 51 contains 132312 members 
Mstep: Class 52 contains 6699 members 
Mstep: Class 53 contains 1549 members 
Mstep: Class 54 contains 96604 members 
Mstep: Class 55 contains 4377 members 
Mstep: Class 56 contains 10926 members 
Mstep: Class 57 contains 105144 members 
Mstep: Class 58 contains 1644 members 
Mstep: Class 59 contains 2612 members 
Mstep: Class 60 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766688.000000 Penalty: 214149.109375
Iteration 88Q: 61 clusters Score -1.507667e+08 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 6286 members 
Mstep: Class 4 contains 67727 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 163444 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 12614 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 55747 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 92159 members 
Mstep: Class 14 contains 8910 members 
Mstep: Class 15 contains 20056 members 
Mstep: Class 16 contains 10720 members 
Mstep: Class 17 contains 169228 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 49315 members 
Mstep: Class 21 contains 30946 members 
Mstep: Class 22 contains 49954 members 
Mstep: Class 23 contains 41607 members 
Mstep: Class 24 contains 4365 members 
Mstep: Class 25 contains 830 members 
Mstep: Class 26 contains 138543 members 
Mstep: Class 27 contains 2823 members 
Mstep: Class 28 contains 26269 members 
Mstep: Class 29 contains 89465 members 
Mstep: Class 30 contains 2670 members 
Mstep: Class 31 contains 19105 members 
Mstep: Class 32 contains 18776 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4431 members 
Mstep: Class 35 contains 2090 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 13143 members 
Mstep: Class 38 contains 3784 members 
Mstep: Class 39 contains 4257 members 
Mstep: Class 40 contains 13531 members 
Mstep: Class 41 contains 3848 members 
Mstep: Class 42 contains 26736 members 
Mstep: Class 43 contains 3669 members 
Mstep: Class 44 contains 2002 members 
Mstep: Class 45 contains 54244 members 
Mstep: Class 46 contains 5463 members 
Mstep: Class 47 contains 2802 members 
Mstep: Class 48 contains 14517 members 
Mstep: Class 49 contains 1761 members 
Mstep: Class 50 contains 121646 members 
Mstep: Class 51 contains 131940 members 
Mstep: Class 52 contains 6763 members 
Mstep: Class 53 contains 1516 members 
Mstep: Class 54 contains 96891 members 
Mstep: Class 55 contains 4376 members 
Mstep: Class 56 contains 11152 members 
Mstep: Class 57 contains 106371 members 
Mstep: Class 58 contains 1648 members 
Mstep: Class 59 contains 2612 members 
Mstep: Class 60 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767920.000000 Penalty: 214149.109375
Iteration 89Q: 61 clusters Score -1.507679e+08 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 6386 members 
Mstep: Class 4 contains 67706 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 163559 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 12605 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 55731 members 
Mstep: Class 12 contains 983 members 
Mstep: Class 13 contains 90599 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 20078 members 
Mstep: Class 16 contains 10707 members 
Mstep: Class 17 contains 169031 members 
Mstep: Class 18 contains 4921 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 49287 members 
Mstep: Class 21 contains 31313 members 
Mstep: Class 22 contains 49953 members 
Mstep: Class 23 contains 41765 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 139287 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 26279 members 
Mstep: Class 29 contains 87560 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 19009 members 
Mstep: Class 32 contains 18778 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4439 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 13046 members 
Mstep: Class 38 contains 3792 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 13488 members 
Mstep: Class 41 contains 3850 members 
Mstep: Class 42 contains 26560 members 
Mstep: Class 43 contains 3678 members 
Mstep: Class 44 contains 1996 members 
Mstep: Class 45 contains 55293 members 
Mstep: Class 46 contains 5522 members 
Mstep: Class 47 contains 2805 members 
Mstep: Class 48 contains 14634 members 
Mstep: Class 49 contains 1761 members 
Mstep: Class 50 contains 121450 members 
Mstep: Class 51 contains 131571 members 
Mstep: Class 52 contains 6824 members 
Mstep: Class 53 contains 1474 members 
Mstep: Class 54 contains 97343 members 
Mstep: Class 55 contains 4376 members 
Mstep: Class 56 contains 11331 members 
Mstep: Class 57 contains 107503 members 
Mstep: Class 58 contains 1644 members 
Mstep: Class 59 contains 2612 members 
Mstep: Class 60 contains 13876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150769776.000000 Penalty: 214149.109375
Iteration 90Q: 61 clusters Score -1.507698e+08 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 6459 members 
Mstep: Class 4 contains 67687 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 163653 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 55716 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 89305 members 
Mstep: Class 14 contains 9071 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 10685 members 
Mstep: Class 17 contains 168865 members 
Mstep: Class 18 contains 4927 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 49251 members 
Mstep: Class 21 contains 31636 members 
Mstep: Class 22 contains 49956 members 
Mstep: Class 23 contains 41895 members 
Mstep: Class 24 contains 4438 members 
Mstep: Class 25 contains 898 members 
Mstep: Class 26 contains 139803 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26300 members 
Mstep: Class 29 contains 85525 members 
Mstep: Class 30 contains 2709 members 
Mstep: Class 31 contains 18928 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4446 members 
Mstep: Class 35 contains 2104 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 12950 members 
Mstep: Class 38 contains 3795 members 
Mstep: Class 39 contains 4277 members 
Mstep: Class 40 contains 13457 members 
Mstep: Class 41 contains 3856 members 
Mstep: Class 42 contains 26371 members 
Mstep: Class 43 contains 3687 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 56379 members 
Mstep: Class 46 contains 5569 members 
Mstep: Class 47 contains 2807 members 
Mstep: Class 48 contains 14746 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 121271 members 
Mstep: Class 51 contains 131267 members 
Mstep: Class 52 contains 6899 members 
Mstep: Class 53 contains 1436 members 
Mstep: Class 54 contains 97805 members 
Mstep: Class 55 contains 4377 members 
Mstep: Class 56 contains 11473 members 
Mstep: Class 57 contains 108685 members 
Mstep: Class 58 contains 1638 members 
Mstep: Class 59 contains 2612 members 
Mstep: Class 60 contains 13860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771024.000000 Penalty: 214149.109375
Iteration 91Q: 61 clusters Score -1.50771e+08 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 67668 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 163742 members 
Mstep: Class 7 contains 2717 members 
Mstep: Class 8 contains 6528 members 
Mstep: Class 9 contains 12574 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 55696 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 88308 members 
Mstep: Class 14 contains 9167 members 
Mstep: Class 15 contains 20134 members 
Mstep: Class 16 contains 10667 members 
Mstep: Class 17 contains 168739 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 49215 members 
Mstep: Class 21 contains 31908 members 
Mstep: Class 22 contains 49962 members 
Mstep: Class 23 contains 42012 members 
Mstep: Class 24 contains 4474 members 
Mstep: Class 25 contains 935 members 
Mstep: Class 26 contains 140171 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26314 members 
Mstep: Class 29 contains 83288 members 
Mstep: Class 30 contains 2732 members 
Mstep: Class 31 contains 18840 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4448 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 5513 members 
Mstep: Class 37 contains 12879 members 
Mstep: Class 38 contains 3799 members 
Mstep: Class 39 contains 4286 members 
Mstep: Class 40 contains 13418 members 
Mstep: Class 41 contains 3859 members 
Mstep: Class 42 contains 26217 members 
Mstep: Class 43 contains 3698 members 
Mstep: Class 44 contains 1973 members 
Mstep: Class 45 contains 57511 members 
Mstep: Class 46 contains 5594 members 
Mstep: Class 47 contains 2809 members 
Mstep: Class 48 contains 14837 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 121105 members 
Mstep: Class 51 contains 131029 members 
Mstep: Class 52 contains 6970 members 
Mstep: Class 53 contains 1401 members 
Mstep: Class 54 contains 98300 members 
Mstep: Class 55 contains 4378 members 
Mstep: Class 56 contains 11584 members 
Mstep: Class 57 contains 109851 members 
Mstep: Class 58 contains 1637 members 
Mstep: Class 59 contains 2612 members 
Mstep: Class 60 contains 13849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150772384.000000 Penalty: 214149.109375
Iteration 92Q: 61 clusters Score -1.507724e+08 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 67646 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 163832 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 12561 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 55669 members 
Mstep: Class 12 contains 1037 members 
Mstep: Class 13 contains 87677 members 
Mstep: Class 14 contains 9268 members 
Mstep: Class 15 contains 20145 members 
Mstep: Class 16 contains 10640 members 
Mstep: Class 17 contains 168651 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 49162 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 49965 members 
Mstep: Class 23 contains 42092 members 
Mstep: Class 24 contains 4508 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 140386 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26317 members 
Mstep: Class 29 contains 80911 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 18780 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4449 members 
Mstep: Class 35 contains 2124 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 12819 members 
Mstep: Class 38 contains 3807 members 
Mstep: Class 39 contains 4298 members 
Mstep: Class 40 contains 13401 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 26075 members 
Mstep: Class 43 contains 3708 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 58656 members 
Mstep: Class 46 contains 5613 members 
Mstep: Class 47 contains 2811 members 
Mstep: Class 48 contains 14927 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 120972 members 
Mstep: Class 51 contains 130820 members 
Mstep: Class 52 contains 7064 members 
Mstep: Class 53 contains 1372 members 
Mstep: Class 54 contains 98841 members 
Mstep: Class 55 contains 4378 members 
Mstep: Class 56 contains 11663 members 
Mstep: Class 57 contains 110878 members 
Mstep: Class 58 contains 1635 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150773968.000000 Penalty: 214149.109375
Iteration 93Q: 61 clusters Score -1.50774e+08 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 67636 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 163918 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 12554 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 55640 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 87342 members 
Mstep: Class 14 contains 9370 members 
Mstep: Class 15 contains 20158 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 168582 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 49093 members 
Mstep: Class 21 contains 32363 members 
Mstep: Class 22 contains 49963 members 
Mstep: Class 23 contains 42168 members 
Mstep: Class 24 contains 4539 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 140462 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26319 members 
Mstep: Class 29 contains 78523 members 
Mstep: Class 30 contains 2767 members 
Mstep: Class 31 contains 18719 members 
Mstep: Class 32 contains 18783 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4451 members 
Mstep: Class 35 contains 2133 members 
Mstep: Class 36 contains 5519 members 
Mstep: Class 37 contains 12764 members 
Mstep: Class 38 contains 3809 members 
Mstep: Class 39 contains 4305 members 
Mstep: Class 40 contains 13380 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 25948 members 
Mstep: Class 43 contains 3723 members 
Mstep: Class 44 contains 1949 members 
Mstep: Class 45 contains 59786 members 
Mstep: Class 46 contains 5651 members 
Mstep: Class 47 contains 2813 members 
Mstep: Class 48 contains 14994 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 120862 members 
Mstep: Class 51 contains 130639 members 
Mstep: Class 52 contains 7173 members 
Mstep: Class 53 contains 1347 members 
Mstep: Class 54 contains 99334 members 
Mstep: Class 55 contains 4377 members 
Mstep: Class 56 contains 11722 members 
Mstep: Class 57 contains 111795 members 
Mstep: Class 58 contains 1638 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150775504.000000 Penalty: 214149.109375
Iteration 94Q: 61 clusters Score -1.507755e+08 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 6629 members 
Mstep: Class 4 contains 67626 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 163992 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 55600 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 87554 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 20157 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 168540 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 21 contains 32552 members 
Mstep: Class 22 contains 49965 members 
Mstep: Class 23 contains 42231 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 140337 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26321 members 
Mstep: Class 29 contains 75946 members 
Mstep: Class 30 contains 2772 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 18783 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4455 members 
Mstep: Class 35 contains 2143 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12716 members 
Mstep: Class 38 contains 3811 members 
Mstep: Class 39 contains 4307 members 
Mstep: Class 40 contains 13357 members 
Mstep: Class 41 contains 3863 members 
Mstep: Class 42 contains 25811 members 
Mstep: Class 43 contains 3728 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 60940 members 
Mstep: Class 46 contains 5679 members 
Mstep: Class 47 contains 2817 members 
Mstep: Class 48 contains 15047 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 120764 members 
Mstep: Class 51 contains 130471 members 
Mstep: Class 52 contains 7304 members 
Mstep: Class 53 contains 1329 members 
Mstep: Class 54 contains 99786 members 
Mstep: Class 55 contains 4379 members 
Mstep: Class 56 contains 11758 members 
Mstep: Class 57 contains 112601 members 
Mstep: Class 58 contains 1639 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150776560.000000 Penalty: 214149.109375
Iteration 95Q: 61 clusters Score -1.507766e+08 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 67620 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 164048 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 12550 members 
Mstep: Class 10 contains 2207 members 
Mstep: Class 11 contains 55577 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 88190 members 
Mstep: Class 14 contains 9592 members 
Mstep: Class 15 contains 20163 members 
Mstep: Class 16 contains 10575 members 
Mstep: Class 17 contains 168497 members 
Mstep: Class 18 contains 4940 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48935 members 
Mstep: Class 21 contains 32718 members 
Mstep: Class 22 contains 49969 members 
Mstep: Class 23 contains 42300 members 
Mstep: Class 24 contains 4598 members 
Mstep: Class 25 contains 1063 members 
Mstep: Class 26 contains 140168 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26328 members 
Mstep: Class 29 contains 73265 members 
Mstep: Class 30 contains 2777 members 
Mstep: Class 31 contains 18644 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4459 members 
Mstep: Class 35 contains 2149 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12678 members 
Mstep: Class 38 contains 3812 members 
Mstep: Class 39 contains 4308 members 
Mstep: Class 40 contains 13343 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 25705 members 
Mstep: Class 43 contains 3733 members 
Mstep: Class 44 contains 1940 members 
Mstep: Class 45 contains 62076 members 
Mstep: Class 46 contains 5700 members 
Mstep: Class 47 contains 2818 members 
Mstep: Class 48 contains 15105 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 120680 members 
Mstep: Class 51 contains 130303 members 
Mstep: Class 52 contains 7436 members 
Mstep: Class 53 contains 1316 members 
Mstep: Class 54 contains 100156 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11788 members 
Mstep: Class 57 contains 113205 members 
Mstep: Class 58 contains 1638 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150777888.000000 Penalty: 214149.109375
Iteration 96Q: 61 clusters Score -1.507779e+08 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 6669 members 
Mstep: Class 4 contains 67612 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 164102 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 12544 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 55559 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 89086 members 
Mstep: Class 14 contains 9693 members 
Mstep: Class 15 contains 20174 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 168474 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48861 members 
Mstep: Class 21 contains 32844 members 
Mstep: Class 22 contains 49974 members 
Mstep: Class 23 contains 42368 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 1094 members 
Mstep: Class 26 contains 139906 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26335 members 
Mstep: Class 29 contains 70496 members 
Mstep: Class 30 contains 2775 members 
Mstep: Class 31 contains 18609 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5010 members 
Mstep: Class 34 contains 4465 members 
Mstep: Class 35 contains 2156 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12635 members 
Mstep: Class 38 contains 3813 members 
Mstep: Class 39 contains 4310 members 
Mstep: Class 40 contains 13338 members 
Mstep: Class 41 contains 3863 members 
Mstep: Class 42 contains 25575 members 
Mstep: Class 43 contains 3735 members 
Mstep: Class 44 contains 1935 members 
Mstep: Class 45 contains 63280 members 
Mstep: Class 46 contains 5713 members 
Mstep: Class 47 contains 2819 members 
Mstep: Class 48 contains 15165 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 120621 members 
Mstep: Class 51 contains 130134 members 
Mstep: Class 52 contains 7556 members 
Mstep: Class 53 contains 1309 members 
Mstep: Class 54 contains 100592 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11804 members 
Mstep: Class 57 contains 113640 members 
Mstep: Class 58 contains 1639 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779008.000000 Penalty: 214149.109375
Iteration 97Q: 61 clusters Score -1.50779e+08 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 67601 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 164156 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 55541 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 90395 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 20181 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 168460 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48782 members 
Mstep: Class 21 contains 32954 members 
Mstep: Class 22 contains 49982 members 
Mstep: Class 23 contains 42439 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 139516 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26337 members 
Mstep: Class 29 contains 67525 members 
Mstep: Class 30 contains 2782 members 
Mstep: Class 31 contains 18568 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4469 members 
Mstep: Class 35 contains 2157 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12588 members 
Mstep: Class 38 contains 3813 members 
Mstep: Class 39 contains 4311 members 
Mstep: Class 40 contains 13326 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 25468 members 
Mstep: Class 43 contains 3736 members 
Mstep: Class 44 contains 1930 members 
Mstep: Class 45 contains 64544 members 
Mstep: Class 46 contains 5723 members 
Mstep: Class 47 contains 2819 members 
Mstep: Class 48 contains 15240 members 
Mstep: Class 49 contains 1762 members 
Mstep: Class 50 contains 120598 members 
Mstep: Class 51 contains 129970 members 
Mstep: Class 52 contains 7689 members 
Mstep: Class 53 contains 1299 members 
Mstep: Class 54 contains 100983 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11815 members 
Mstep: Class 57 contains 113938 members 
Mstep: Class 58 contains 1635 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150779568.000000 Penalty: 214149.109375
Iteration 98Q: 61 clusters Score -1.507796e+08 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 67596 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 164197 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 55511 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 91945 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 20194 members 
Mstep: Class 16 contains 10523 members 
Mstep: Class 17 contains 168448 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48715 members 
Mstep: Class 21 contains 33051 members 
Mstep: Class 22 contains 49986 members 
Mstep: Class 23 contains 42507 members 
Mstep: Class 24 contains 4664 members 
Mstep: Class 25 contains 1130 members 
Mstep: Class 26 contains 139133 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26339 members 
Mstep: Class 29 contains 64559 members 
Mstep: Class 30 contains 2789 members 
Mstep: Class 31 contains 18524 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4472 members 
Mstep: Class 35 contains 2162 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12539 members 
Mstep: Class 38 contains 3813 members 
Mstep: Class 39 contains 4313 members 
Mstep: Class 40 contains 13307 members 
Mstep: Class 41 contains 3863 members 
Mstep: Class 42 contains 25316 members 
Mstep: Class 43 contains 3743 members 
Mstep: Class 44 contains 1920 members 
Mstep: Class 45 contains 65817 members 
Mstep: Class 46 contains 5739 members 
Mstep: Class 47 contains 2820 members 
Mstep: Class 48 contains 15294 members 
Mstep: Class 49 contains 1763 members 
Mstep: Class 50 contains 120590 members 
Mstep: Class 51 contains 129819 members 
Mstep: Class 52 contains 7822 members 
Mstep: Class 53 contains 1288 members 
Mstep: Class 54 contains 101385 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11825 members 
Mstep: Class 57 contains 114047 members 
Mstep: Class 58 contains 1630 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150780672.000000 Penalty: 214149.109375
Iteration 99Q: 61 clusters Score -1.507807e+08 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 6708 members 
Mstep: Class 4 contains 67589 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 164229 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 2217 members 
Mstep: Class 11 contains 55478 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 93692 members 
Mstep: Class 14 contains 9984 members 
Mstep: Class 15 contains 20202 members 
Mstep: Class 16 contains 10502 members 
Mstep: Class 17 contains 168445 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48642 members 
Mstep: Class 21 contains 33144 members 
Mstep: Class 22 contains 49991 members 
Mstep: Class 23 contains 42560 members 
Mstep: Class 24 contains 4688 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 138676 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26340 members 
Mstep: Class 29 contains 61587 members 
Mstep: Class 30 contains 2796 members 
Mstep: Class 31 contains 18484 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4473 members 
Mstep: Class 35 contains 2172 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 3813 members 
Mstep: Class 39 contains 4314 members 
Mstep: Class 40 contains 13312 members 
Mstep: Class 41 contains 3863 members 
Mstep: Class 42 contains 25165 members 
Mstep: Class 43 contains 3752 members 
Mstep: Class 44 contains 1909 members 
Mstep: Class 45 contains 67167 members 
Mstep: Class 46 contains 5743 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15327 members 
Mstep: Class 49 contains 1763 members 
Mstep: Class 50 contains 120586 members 
Mstep: Class 51 contains 129684 members 
Mstep: Class 52 contains 7957 members 
Mstep: Class 53 contains 1294 members 
Mstep: Class 54 contains 101785 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11829 members 
Mstep: Class 57 contains 113982 members 
Mstep: Class 58 contains 1623 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150782032.000000 Penalty: 214149.109375
Iteration 100F: 61 clusters Score -1.50782e+08 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 6773 members 
Mstep: Class 4 contains 67580 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164227 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 55459 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 95537 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 20224 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 168441 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48538 members 
Mstep: Class 21 contains 33211 members 
Mstep: Class 22 contains 49999 members 
Mstep: Class 23 contains 42617 members 
Mstep: Class 24 contains 4723 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 138312 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26338 members 
Mstep: Class 29 contains 58530 members 
Mstep: Class 30 contains 2802 members 
Mstep: Class 31 contains 18449 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 2172 members 
Mstep: Class 36 contains 5521 members 
Mstep: Class 37 contains 12433 members 
Mstep: Class 38 contains 3812 members 
Mstep: Class 39 contains 4314 members 
Mstep: Class 40 contains 13301 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 25023 members 
Mstep: Class 43 contains 3768 members 
Mstep: Class 44 contains 1897 members 
Mstep: Class 45 contains 68540 members 
Mstep: Class 46 contains 5755 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15353 members 
Mstep: Class 49 contains 1763 members 
Mstep: Class 50 contains 120592 members 
Mstep: Class 51 contains 129549 members 
Mstep: Class 52 contains 8090 members 
Mstep: Class 53 contains 1376 members 
Mstep: Class 54 contains 102193 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11833 members 
Mstep: Class 57 contains 113773 members 
Mstep: Class 58 contains 1571 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150783680.000000 Penalty: 214149.109375
Iteration 101Q: 61 clusters Score -1.507837e+08 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 6817 members 
Mstep: Class 4 contains 67564 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164224 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 55422 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 97397 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 20233 members 
Mstep: Class 16 contains 10446 members 
Mstep: Class 17 contains 168433 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 48423 members 
Mstep: Class 21 contains 33273 members 
Mstep: Class 22 contains 50013 members 
Mstep: Class 23 contains 42671 members 
Mstep: Class 24 contains 4760 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 137947 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26341 members 
Mstep: Class 29 contains 55610 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 18420 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 2176 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12409 members 
Mstep: Class 38 contains 3813 members 
Mstep: Class 39 contains 4315 members 
Mstep: Class 40 contains 13283 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 24853 members 
Mstep: Class 43 contains 3779 members 
Mstep: Class 44 contains 1888 members 
Mstep: Class 45 contains 69884 members 
Mstep: Class 46 contains 5763 members 
Mstep: Class 47 contains 2823 members 
Mstep: Class 48 contains 15385 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120581 members 
Mstep: Class 51 contains 129442 members 
Mstep: Class 52 contains 8259 members 
Mstep: Class 53 contains 1409 members 
Mstep: Class 54 contains 102603 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11837 members 
Mstep: Class 57 contains 113474 members 
Mstep: Class 58 contains 1542 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150784064.000000 Penalty: 214149.109375
Iteration 102Q: 61 clusters Score -1.507841e+08 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 6838 members 
Mstep: Class 4 contains 67550 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164235 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 55383 members 
Mstep: Class 12 contains 1063 members 
Mstep: Class 13 contains 99183 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 20242 members 
Mstep: Class 16 contains 10422 members 
Mstep: Class 17 contains 168423 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 48294 members 
Mstep: Class 21 contains 33319 members 
Mstep: Class 22 contains 50018 members 
Mstep: Class 23 contains 42731 members 
Mstep: Class 24 contains 4790 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 137692 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26340 members 
Mstep: Class 29 contains 52818 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 18386 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12383 members 
Mstep: Class 38 contains 3816 members 
Mstep: Class 39 contains 4319 members 
Mstep: Class 40 contains 13254 members 
Mstep: Class 41 contains 3860 members 
Mstep: Class 42 contains 24723 members 
Mstep: Class 43 contains 3789 members 
Mstep: Class 44 contains 1881 members 
Mstep: Class 45 contains 71214 members 
Mstep: Class 46 contains 5772 members 
Mstep: Class 47 contains 2823 members 
Mstep: Class 48 contains 15401 members 
Mstep: Class 49 contains 1765 members 
Mstep: Class 50 contains 120605 members 
Mstep: Class 51 contains 129319 members 
Mstep: Class 52 contains 8467 members 
Mstep: Class 53 contains 1442 members 
Mstep: Class 54 contains 102998 members 
Mstep: Class 55 contains 4380 members 
Mstep: Class 56 contains 11847 members 
Mstep: Class 57 contains 113000 members 
Mstep: Class 58 contains 1519 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150786096.000000 Penalty: 214149.109375
Iteration 103Q: 61 clusters Score -1.507861e+08 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 6855 members 
Mstep: Class 4 contains 67540 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164252 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 55338 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 100923 members 
Mstep: Class 14 contains 10259 members 
Mstep: Class 15 contains 20245 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 168414 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 48173 members 
Mstep: Class 21 contains 33365 members 
Mstep: Class 22 contains 50019 members 
Mstep: Class 23 contains 42783 members 
Mstep: Class 24 contains 4826 members 
Mstep: Class 25 contains 1275 members 
Mstep: Class 26 contains 137561 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26341 members 
Mstep: Class 29 contains 50170 members 
Mstep: Class 30 contains 2823 members 
Mstep: Class 31 contains 18358 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4500 members 
Mstep: Class 35 contains 2183 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12356 members 
Mstep: Class 38 contains 3819 members 
Mstep: Class 39 contains 4323 members 
Mstep: Class 40 contains 13247 members 
Mstep: Class 41 contains 3860 members 
Mstep: Class 42 contains 24563 members 
Mstep: Class 43 contains 3795 members 
Mstep: Class 44 contains 1879 members 
Mstep: Class 45 contains 72442 members 
Mstep: Class 46 contains 5778 members 
Mstep: Class 47 contains 2823 members 
Mstep: Class 48 contains 15432 members 
Mstep: Class 49 contains 1767 members 
Mstep: Class 50 contains 120623 members 
Mstep: Class 51 contains 129185 members 
Mstep: Class 52 contains 8683 members 
Mstep: Class 53 contains 1453 members 
Mstep: Class 54 contains 103374 members 
Mstep: Class 55 contains 4381 members 
Mstep: Class 56 contains 11853 members 
Mstep: Class 57 contains 112454 members 
Mstep: Class 58 contains 1503 members 
Mstep: Class 59 contains 2611 members 
Mstep: Class 60 contains 13664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150787184.000000 Penalty: 214149.109375
Iteration 104Q: 61 clusters Score -1.507872e+08 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 67530 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164268 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 12535 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 55300 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 102512 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 20247 members 
Mstep: Class 16 contains 10368 members 
Mstep: Class 17 contains 168404 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 48033 members 
Mstep: Class 21 contains 33400 members 
Mstep: Class 22 contains 50023 members 
Mstep: Class 23 contains 42832 members 
Mstep: Class 24 contains 4892 members 
Mstep: Class 25 contains 1292 members 
Mstep: Class 26 contains 137567 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26344 members 
Mstep: Class 29 contains 47703 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 18339 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4501 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12318 members 
Mstep: Class 38 contains 3824 members 
Mstep: Class 39 contains 4326 members 
Mstep: Class 40 contains 13237 members 
Mstep: Class 41 contains 3860 members 
Mstep: Class 42 contains 24414 members 
Mstep: Class 43 contains 3804 members 
Mstep: Class 44 contains 1874 members 
Mstep: Class 45 contains 73502 members 
Mstep: Class 46 contains 5785 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15463 members 
Mstep: Class 49 contains 1767 members 
Mstep: Class 50 contains 120638 members 
Mstep: Class 51 contains 129057 members 
Mstep: Class 52 contains 8899 members 
Mstep: Class 53 contains 1456 members 
Mstep: Class 54 contains 103829 members 
Mstep: Class 55 contains 4383 members 
Mstep: Class 56 contains 11860 members 
Mstep: Class 57 contains 111836 members 
Mstep: Class 58 contains 1493 members 
Mstep: Class 59 contains 2610 members 
Mstep: Class 60 contains 13639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788752.000000 Penalty: 214149.109375
Iteration 105Q: 61 clusters Score -1.507888e+08 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 6901 members 
Mstep: Class 4 contains 67525 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164273 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 55251 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 104046 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 20254 members 
Mstep: Class 16 contains 10328 members 
Mstep: Class 17 contains 168395 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 47855 members 
Mstep: Class 21 contains 33444 members 
Mstep: Class 22 contains 50023 members 
Mstep: Class 23 contains 42874 members 
Mstep: Class 24 contains 4981 members 
Mstep: Class 25 contains 1307 members 
Mstep: Class 26 contains 137570 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26346 members 
Mstep: Class 29 contains 45456 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 18326 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4506 members 
Mstep: Class 35 contains 2171 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12288 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4333 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 24267 members 
Mstep: Class 43 contains 3813 members 
Mstep: Class 44 contains 1872 members 
Mstep: Class 45 contains 74501 members 
Mstep: Class 46 contains 5790 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15491 members 
Mstep: Class 49 contains 1766 members 
Mstep: Class 50 contains 120651 members 
Mstep: Class 51 contains 128958 members 
Mstep: Class 52 contains 9115 members 
Mstep: Class 53 contains 1461 members 
Mstep: Class 54 contains 104280 members 
Mstep: Class 55 contains 4384 members 
Mstep: Class 56 contains 11867 members 
Mstep: Class 57 contains 111109 members 
Mstep: Class 58 contains 1485 members 
Mstep: Class 59 contains 2609 members 
Mstep: Class 60 contains 13610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790096.000000 Penalty: 214149.109375
Iteration 106Q: 61 clusters Score -1.507901e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 67521 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164294 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 55180 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 105504 members 
Mstep: Class 14 contains 10523 members 
Mstep: Class 15 contains 20256 members 
Mstep: Class 16 contains 10288 members 
Mstep: Class 17 contains 168391 members 
Mstep: Class 18 contains 4943 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 47672 members 
Mstep: Class 21 contains 33468 members 
Mstep: Class 22 contains 50025 members 
Mstep: Class 23 contains 42910 members 
Mstep: Class 24 contains 5109 members 
Mstep: Class 25 contains 1319 members 
Mstep: Class 26 contains 137690 members 
Mstep: Class 27 contains 2827 members 
Mstep: Class 28 contains 26345 members 
Mstep: Class 29 contains 43382 members 
Mstep: Class 30 contains 2849 members 
Mstep: Class 31 contains 18312 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12264 members 
Mstep: Class 38 contains 3826 members 
Mstep: Class 39 contains 4336 members 
Mstep: Class 40 contains 13211 members 
Mstep: Class 41 contains 3860 members 
Mstep: Class 42 contains 24137 members 
Mstep: Class 43 contains 3838 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 75288 members 
Mstep: Class 46 contains 5797 members 
Mstep: Class 47 contains 2825 members 
Mstep: Class 48 contains 15520 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120672 members 
Mstep: Class 51 contains 128878 members 
Mstep: Class 52 contains 9320 members 
Mstep: Class 53 contains 1463 members 
Mstep: Class 54 contains 104738 members 
Mstep: Class 55 contains 4385 members 
Mstep: Class 56 contains 11870 members 
Mstep: Class 57 contains 110332 members 
Mstep: Class 58 contains 1487 members 
Mstep: Class 59 contains 2608 members 
Mstep: Class 60 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150791184.000000 Penalty: 214149.109375
Iteration 107Q: 61 clusters Score -1.507912e+08 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 67518 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164301 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12529 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 55092 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 106687 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 20257 members 
Mstep: Class 16 contains 10248 members 
Mstep: Class 17 contains 168385 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 47447 members 
Mstep: Class 21 contains 33486 members 
Mstep: Class 22 contains 50023 members 
Mstep: Class 23 contains 42944 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 1331 members 
Mstep: Class 26 contains 138042 members 
Mstep: Class 27 contains 2824 members 
Mstep: Class 28 contains 26345 members 
Mstep: Class 29 contains 41536 members 
Mstep: Class 30 contains 2849 members 
Mstep: Class 31 contains 18298 members 
Mstep: Class 32 contains 18782 members 
Mstep: Class 33 contains 5011 members 
Mstep: Class 34 contains 4518 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 5521 members 
Mstep: Class 37 contains 12248 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4340 members 
Mstep: Class 40 contains 13204 members 
Mstep: Class 41 contains 3859 members 
Mstep: Class 42 contains 24035 members 
Mstep: Class 43 contains 3841 members 
Mstep: Class 44 contains 1871 members 
Mstep: Class 45 contains 75875 members 
Mstep: Class 46 contains 5804 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15544 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120679 members 
Mstep: Class 51 contains 128813 members 
Mstep: Class 52 contains 9529 members 
Mstep: Class 53 contains 1460 members 
Mstep: Class 54 contains 105193 members 
Mstep: Class 55 contains 4388 members 
Mstep: Class 56 contains 11874 members 
Mstep: Class 57 contains 109571 members 
Mstep: Class 58 contains 1485 members 
Mstep: Class 59 contains 2608 members 
Mstep: Class 60 contains 13561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792624.000000 Penalty: 214149.109375
Iteration 108Q: 61 clusters Score -1.507926e+08 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 67516 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164296 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6526 members 
Mstep: Class 9 contains 12529 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 54966 members 
Mstep: Class 12 contains 1054 members 
Mstep: Class 13 contains 107649 members 
Mstep: Class 14 contains 10689 members 
Mstep: Class 15 contains 20263 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 168378 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 47146 members 
Mstep: Class 21 contains 33507 members 
Mstep: Class 22 contains 50023 members 
Mstep: Class 23 contains 42983 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 138449 members 
Mstep: Class 27 contains 2825 members 
Mstep: Class 28 contains 26348 members 
Mstep: Class 29 contains 39946 members 
Mstep: Class 30 contains 2851 members 
Mstep: Class 31 contains 18278 members 
Mstep: Class 32 contains 18782 members 
Mstep: Class 33 contains 5012 members 
Mstep: Class 34 contains 4514 members 
Mstep: Class 35 contains 2174 members 
Mstep: Class 36 contains 5522 members 
Mstep: Class 37 contains 12226 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 13196 members 
Mstep: Class 41 contains 3858 members 
Mstep: Class 42 contains 23944 members 
Mstep: Class 43 contains 3824 members 
Mstep: Class 44 contains 1869 members 
Mstep: Class 45 contains 76373 members 
Mstep: Class 46 contains 5810 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15580 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120694 members 
Mstep: Class 51 contains 128752 members 
Mstep: Class 52 contains 9845 members 
Mstep: Class 53 contains 1469 members 
Mstep: Class 54 contains 105588 members 
Mstep: Class 55 contains 4388 members 
Mstep: Class 56 contains 11878 members 
Mstep: Class 57 contains 108871 members 
Mstep: Class 58 contains 1478 members 
Mstep: Class 59 contains 2608 members 
Mstep: Class 60 contains 13556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794272.000000 Penalty: 214149.109375
Iteration 109Q: 61 clusters Score -1.507943e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 67515 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164282 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 12526 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 54807 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 108587 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 10146 members 
Mstep: Class 17 contains 168372 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 46823 members 
Mstep: Class 21 contains 33540 members 
Mstep: Class 22 contains 50025 members 
Mstep: Class 23 contains 43020 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 1339 members 
Mstep: Class 26 contains 138874 members 
Mstep: Class 27 contains 2827 members 
Mstep: Class 28 contains 26351 members 
Mstep: Class 29 contains 38542 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 18252 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5012 members 
Mstep: Class 34 contains 4523 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 5523 members 
Mstep: Class 37 contains 12219 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4343 members 
Mstep: Class 40 contains 13191 members 
Mstep: Class 41 contains 3860 members 
Mstep: Class 42 contains 23874 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1869 members 
Mstep: Class 45 contains 76789 members 
Mstep: Class 46 contains 5819 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15593 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120691 members 
Mstep: Class 51 contains 128688 members 
Mstep: Class 52 contains 10280 members 
Mstep: Class 53 contains 1474 members 
Mstep: Class 54 contains 105922 members 
Mstep: Class 55 contains 4387 members 
Mstep: Class 56 contains 11880 members 
Mstep: Class 57 contains 108134 members 
Mstep: Class 58 contains 1470 members 
Mstep: Class 59 contains 2608 members 
Mstep: Class 60 contains 13559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795552.000000 Penalty: 214149.109375
Iteration 110Q: 61 clusters Score -1.507956e+08 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 6947 members 
Mstep: Class 4 contains 67510 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164274 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 12524 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 54643 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 109387 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 20278 members 
Mstep: Class 16 contains 10100 members 
Mstep: Class 17 contains 168368 members 
Mstep: Class 18 contains 4947 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 46519 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 50025 members 
Mstep: Class 23 contains 43064 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 139366 members 
Mstep: Class 27 contains 2827 members 
Mstep: Class 28 contains 26353 members 
Mstep: Class 29 contains 37352 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 18230 members 
Mstep: Class 32 contains 18778 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4540 members 
Mstep: Class 35 contains 2181 members 
Mstep: Class 36 contains 5524 members 
Mstep: Class 37 contains 12213 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4347 members 
Mstep: Class 40 contains 13210 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 23802 members 
Mstep: Class 43 contains 3803 members 
Mstep: Class 44 contains 1869 members 
Mstep: Class 45 contains 77078 members 
Mstep: Class 46 contains 5822 members 
Mstep: Class 47 contains 2824 members 
Mstep: Class 48 contains 15606 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120696 members 
Mstep: Class 51 contains 128635 members 
Mstep: Class 52 contains 10718 members 
Mstep: Class 53 contains 1478 members 
Mstep: Class 54 contains 106252 members 
Mstep: Class 55 contains 4387 members 
Mstep: Class 56 contains 11882 members 
Mstep: Class 57 contains 107414 members 
Mstep: Class 58 contains 1471 members 
Mstep: Class 59 contains 2608 members 
Mstep: Class 60 contains 13556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796352.000000 Penalty: 214149.109375
Iteration 111Q: 61 clusters Score -1.507964e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 67505 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164265 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12523 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 54489 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 110068 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 20284 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 168363 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 46237 members 
Mstep: Class 21 contains 33591 members 
Mstep: Class 22 contains 50024 members 
Mstep: Class 23 contains 43116 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 139789 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 26358 members 
Mstep: Class 29 contains 36328 members 
Mstep: Class 30 contains 2860 members 
Mstep: Class 31 contains 18199 members 
Mstep: Class 32 contains 18779 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4553 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 5527 members 
Mstep: Class 37 contains 12204 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4352 members 
Mstep: Class 40 contains 13219 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 23757 members 
Mstep: Class 43 contains 3797 members 
Mstep: Class 44 contains 1869 members 
Mstep: Class 45 contains 77308 members 
Mstep: Class 46 contains 5816 members 
Mstep: Class 47 contains 2828 members 
Mstep: Class 48 contains 15624 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120685 members 
Mstep: Class 51 contains 128598 members 
Mstep: Class 52 contains 11107 members 
Mstep: Class 53 contains 1484 members 
Mstep: Class 54 contains 106508 members 
Mstep: Class 55 contains 4386 members 
Mstep: Class 56 contains 11882 members 
Mstep: Class 57 contains 106812 members 
Mstep: Class 58 contains 1465 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150796704.000000 Penalty: 214149.109375
Iteration 112Q: 61 clusters Score -1.507967e+08 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 67505 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164263 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 12520 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 54310 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 110673 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 20290 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 168359 members 
Mstep: Class 18 contains 4949 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 45984 members 
Mstep: Class 21 contains 33603 members 
Mstep: Class 22 contains 50022 members 
Mstep: Class 23 contains 43174 members 
Mstep: Class 24 contains 5734 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 140191 members 
Mstep: Class 27 contains 2827 members 
Mstep: Class 28 contains 26360 members 
Mstep: Class 29 contains 35416 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 18172 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4566 members 
Mstep: Class 35 contains 2178 members 
Mstep: Class 36 contains 5528 members 
Mstep: Class 37 contains 12195 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4353 members 
Mstep: Class 40 contains 13215 members 
Mstep: Class 41 contains 3865 members 
Mstep: Class 42 contains 23707 members 
Mstep: Class 43 contains 3800 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77500 members 
Mstep: Class 46 contains 5820 members 
Mstep: Class 47 contains 2829 members 
Mstep: Class 48 contains 15660 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120689 members 
Mstep: Class 51 contains 128563 members 
Mstep: Class 52 contains 11507 members 
Mstep: Class 53 contains 1484 members 
Mstep: Class 54 contains 106743 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11884 members 
Mstep: Class 57 contains 106254 members 
Mstep: Class 58 contains 1460 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150797696.000000 Penalty: 214149.109375
Iteration 113Q: 61 clusters Score -1.507977e+08 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 67501 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164264 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 12520 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 54124 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 111194 members 
Mstep: Class 14 contains 10966 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 10026 members 
Mstep: Class 17 contains 168357 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 45761 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 50024 members 
Mstep: Class 23 contains 43232 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 140542 members 
Mstep: Class 27 contains 2827 members 
Mstep: Class 28 contains 26361 members 
Mstep: Class 29 contains 34654 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 18153 members 
Mstep: Class 32 contains 18780 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4578 members 
Mstep: Class 35 contains 2175 members 
Mstep: Class 36 contains 5529 members 
Mstep: Class 37 contains 12187 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4353 members 
Mstep: Class 40 contains 13219 members 
Mstep: Class 41 contains 3866 members 
Mstep: Class 42 contains 23655 members 
Mstep: Class 43 contains 3806 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77617 members 
Mstep: Class 46 contains 5823 members 
Mstep: Class 47 contains 2831 members 
Mstep: Class 48 contains 15671 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120692 members 
Mstep: Class 51 contains 128548 members 
Mstep: Class 52 contains 11847 members 
Mstep: Class 53 contains 1486 members 
Mstep: Class 54 contains 106974 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 105785 members 
Mstep: Class 58 contains 1457 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798240.000000 Penalty: 214149.109375
Iteration 114Q: 61 clusters Score -1.507982e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 67499 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164280 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 53933 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 111622 members 
Mstep: Class 14 contains 11014 members 
Mstep: Class 15 contains 20297 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 45565 members 
Mstep: Class 21 contains 33648 members 
Mstep: Class 22 contains 50026 members 
Mstep: Class 23 contains 43271 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 1343 members 
Mstep: Class 26 contains 140925 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 33990 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 18136 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4585 members 
Mstep: Class 35 contains 2173 members 
Mstep: Class 36 contains 5530 members 
Mstep: Class 37 contains 12174 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13213 members 
Mstep: Class 41 contains 3868 members 
Mstep: Class 42 contains 23578 members 
Mstep: Class 43 contains 3805 members 
Mstep: Class 44 contains 1871 members 
Mstep: Class 45 contains 77676 members 
Mstep: Class 46 contains 5823 members 
Mstep: Class 47 contains 2832 members 
Mstep: Class 48 contains 15681 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120688 members 
Mstep: Class 51 contains 128548 members 
Mstep: Class 52 contains 12155 members 
Mstep: Class 53 contains 1487 members 
Mstep: Class 54 contains 107189 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 105380 members 
Mstep: Class 58 contains 1458 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150797952.000000 Penalty: 214149.109375
Iteration 115Q: 61 clusters Score -1.50798e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 7051 members 
Mstep: Class 4 contains 67497 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164277 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 53745 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112016 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 20301 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 45378 members 
Mstep: Class 21 contains 33666 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43318 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 1345 members 
Mstep: Class 26 contains 141277 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 33358 members 
Mstep: Class 30 contains 2869 members 
Mstep: Class 31 contains 18115 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4598 members 
Mstep: Class 35 contains 2168 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12166 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13220 members 
Mstep: Class 41 contains 3869 members 
Mstep: Class 42 contains 23507 members 
Mstep: Class 43 contains 3805 members 
Mstep: Class 44 contains 1871 members 
Mstep: Class 45 contains 77698 members 
Mstep: Class 46 contains 5824 members 
Mstep: Class 47 contains 2832 members 
Mstep: Class 48 contains 15691 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120692 members 
Mstep: Class 51 contains 128532 members 
Mstep: Class 52 contains 12468 members 
Mstep: Class 53 contains 1487 members 
Mstep: Class 54 contains 107405 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 105050 members 
Mstep: Class 58 contains 1458 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798096.000000 Penalty: 214149.109375
Iteration 116Q: 61 clusters Score -1.507981e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 7066 members 
Mstep: Class 4 contains 67495 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164275 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 53562 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112403 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 15 contains 20300 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 45173 members 
Mstep: Class 21 contains 33678 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43376 members 
Mstep: Class 24 contains 5777 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 141550 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 32811 members 
Mstep: Class 30 contains 2870 members 
Mstep: Class 31 contains 18103 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4609 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12159 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13222 members 
Mstep: Class 41 contains 3870 members 
Mstep: Class 42 contains 23440 members 
Mstep: Class 43 contains 3809 members 
Mstep: Class 44 contains 1871 members 
Mstep: Class 45 contains 77697 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2833 members 
Mstep: Class 48 contains 15687 members 
Mstep: Class 49 contains 1766 members 
Mstep: Class 50 contains 120695 members 
Mstep: Class 51 contains 128516 members 
Mstep: Class 52 contains 12800 members 
Mstep: Class 53 contains 1486 members 
Mstep: Class 54 contains 107590 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104775 members 
Mstep: Class 58 contains 1458 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798416.000000 Penalty: 214149.109375
Iteration 117Q: 61 clusters Score -1.507984e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4454 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 67494 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 53391 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112697 members 
Mstep: Class 14 contains 11132 members 
Mstep: Class 15 contains 20302 members 
Mstep: Class 16 contains 9990 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44947 members 
Mstep: Class 21 contains 33697 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 5781 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 141791 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 32326 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 18091 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4631 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12150 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13220 members 
Mstep: Class 41 contains 3872 members 
Mstep: Class 42 contains 23390 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77707 members 
Mstep: Class 46 contains 5831 members 
Mstep: Class 47 contains 2834 members 
Mstep: Class 48 contains 15693 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120687 members 
Mstep: Class 51 contains 128515 members 
Mstep: Class 52 contains 13134 members 
Mstep: Class 53 contains 1488 members 
Mstep: Class 54 contains 107766 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104535 members 
Mstep: Class 58 contains 1457 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798480.000000 Penalty: 214149.109375
Iteration 118Q: 61 clusters Score -1.507985e+08 nChanged 3544
Entering ConstructFrom: 
Score: -150798480.000000 Penalty: 214149.109375
Entering ConstructFrom: 
Trying to split cluster 1 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -190778.015625 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -190778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -187652.750000 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -187652.8 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -188760.421875 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -188760.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -189337.656250 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -189337.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -189808.546875 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -189808.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -190143.734375 Penalty: 3965.170410
	Iteration 4F: 3 clusters Score -190143.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -190334.484375 Penalty: 3965.170410
	Iteration 5F: 3 clusters Score -190334.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -190425.953125 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -190426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -190486.656250 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -190486.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -190523.625000 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -190523.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -190565.171875 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -190565.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -190602.046875 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -190602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -190616.328125 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -190616.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -190623.609375 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -190623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -190626.625000 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -190626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -190629.218750 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -190629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -190631.921875 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -190631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -190632.453125 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -190632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -190632.796875 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -190632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -190633.125000 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -190633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -190633.781250 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -190633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -190635.546875 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -190635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -190636.406250 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -190636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -190637.343750 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -190637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -190637.640625 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -190637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -190637.765625 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -190637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -190637.765625 Penalty: 3965.170410
	Iteration 25F: 3 clusters Score -190637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -348044.468750 Penalty: 2083.363525
	Iteration 0F: 2 clusters Score -348044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -343827.562500 Penalty: 4166.727051
	Iteration 0F: 3 clusters Score -343827.6 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -344851.093750 Penalty: 4166.727051
	Iteration 1F: 3 clusters Score -344851.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -345084.312500 Penalty: 4166.727051
	Iteration 2F: 3 clusters Score -345084.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -345271.625000 Penalty: 4166.727051
	Iteration 3F: 3 clusters Score -345271.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -345482.312500 Penalty: 4166.727051
	Iteration 4Q: 3 clusters Score -345482.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -345685.218750 Penalty: 4166.727051
	Iteration 5F: 3 clusters Score -345685.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -345814.093750 Penalty: 4166.727051
	Iteration 6Q: 3 clusters Score -345814.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -345901.593750 Penalty: 4166.727051
	Iteration 7Q: 3 clusters Score -345901.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -345968.406250 Penalty: 4166.727051
	Iteration 8Q: 3 clusters Score -345968.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -346024.312500 Penalty: 4166.727051
	Iteration 9Q: 3 clusters Score -346024.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -346076.437500 Penalty: 4166.727051
	Iteration 10Q: 3 clusters Score -346076.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -346130.812500 Penalty: 4166.727051
	Iteration 11Q: 3 clusters Score -346130.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -346178.937500 Penalty: 4166.727051
	Iteration 12Q: 3 clusters Score -346178.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -346229.750000 Penalty: 4166.727051
	Iteration 13Q: 3 clusters Score -346229.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -346285.656250 Penalty: 4166.727051
	Iteration 14Q: 3 clusters Score -346285.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -346344.250000 Penalty: 4166.727051
	Iteration 15Q: 3 clusters Score -346344.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -346395.593750 Penalty: 4166.727051
	Iteration 16Q: 3 clusters Score -346395.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -346451.625000 Penalty: 4166.727051
	Iteration 17Q: 3 clusters Score -346451.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -346493.343750 Penalty: 4166.727051
	Iteration 18Q: 3 clusters Score -346493.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -346528.437500 Penalty: 4166.727051
	Iteration 19Q: 3 clusters Score -346528.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -346550.531250 Penalty: 4166.727051
	Iteration 20F: 3 clusters Score -346550.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -346573.937500 Penalty: 4166.727051
	Iteration 21Q: 3 clusters Score -346573.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -346598.343750 Penalty: 4166.727051
	Iteration 22Q: 3 clusters Score -346598.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -346625.156250 Penalty: 4166.727051
	Iteration 23Q: 3 clusters Score -346625.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -346649.031250 Penalty: 4166.727051
	Iteration 24Q: 3 clusters Score -346649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -346670.062500 Penalty: 4166.727051
	Iteration 25Q: 3 clusters Score -346670.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -346689.625000 Penalty: 4166.727051
	Iteration 26Q: 3 clusters Score -346689.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -346706.343750 Penalty: 4166.727051
	Iteration 27Q: 3 clusters Score -346706.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -346719.593750 Penalty: 4166.727051
	Iteration 28Q: 3 clusters Score -346719.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -346732.937500 Penalty: 4166.727051
	Iteration 29Q: 3 clusters Score -346732.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -346743.406250 Penalty: 4166.727051
	Iteration 30Q: 3 clusters Score -346743.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -346753.406250 Penalty: 4166.727051
	Iteration 31Q: 3 clusters Score -346753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -346764.093750 Penalty: 4166.727051
	Iteration 32Q: 3 clusters Score -346764.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -346775.187500 Penalty: 4166.727051
	Iteration 33Q: 3 clusters Score -346775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -346781.468750 Penalty: 4166.727051
	Iteration 34Q: 3 clusters Score -346781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -346785.843750 Penalty: 4166.727051
	Iteration 35Q: 3 clusters Score -346785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -346788.843750 Penalty: 4166.727051
	Iteration 36Q: 3 clusters Score -346788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -346790.500000 Penalty: 4166.727051
	Iteration 37Q: 3 clusters Score -346790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -346792.406250 Penalty: 4166.727051
	Iteration 38Q: 3 clusters Score -346792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -346793.531250 Penalty: 4166.727051
	Iteration 39Q: 3 clusters Score -346793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -346796.000000 Penalty: 4166.727051
	Iteration 40F: 3 clusters Score -346796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -346797.875000 Penalty: 4166.727051
	Iteration 41Q: 3 clusters Score -346797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -346799.656250 Penalty: 4166.727051
	Iteration 42Q: 3 clusters Score -346799.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -346800.875000 Penalty: 4166.727051
	Iteration 43Q: 3 clusters Score -346800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -346803.000000 Penalty: 4166.727051
	Iteration 44Q: 3 clusters Score -346803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -346806.031250 Penalty: 4166.727051
	Iteration 45Q: 3 clusters Score -346806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -346808.156250 Penalty: 4166.727051
	Iteration 46Q: 3 clusters Score -346808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -346811.437500 Penalty: 4166.727051
	Iteration 47Q: 3 clusters Score -346811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -346814.000000 Penalty: 4166.727051
	Iteration 48Q: 3 clusters Score -346814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -346817.406250 Penalty: 4166.727051
	Iteration 49Q: 3 clusters Score -346817.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -346822.531250 Penalty: 4166.727051
	Iteration 50Q: 3 clusters Score -346822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -346826.125000 Penalty: 4166.727051
	Iteration 51Q: 3 clusters Score -346826.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -346828.562500 Penalty: 4166.727051
	Iteration 52Q: 3 clusters Score -346828.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -346831.031250 Penalty: 4166.727051
	Iteration 53Q: 3 clusters Score -346831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -346832.375000 Penalty: 4166.727051
	Iteration 54Q: 3 clusters Score -346832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -346835.625000 Penalty: 4166.727051
	Iteration 55Q: 3 clusters Score -346835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -346840.906250 Penalty: 4166.727051
	Iteration 56Q: 3 clusters Score -346840.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -346848.156250 Penalty: 4166.727051
	Iteration 57Q: 3 clusters Score -346848.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -346851.875000 Penalty: 4166.727051
	Iteration 58Q: 3 clusters Score -346851.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -346859.156250 Penalty: 4166.727051
	Iteration 59Q: 3 clusters Score -346859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -346862.531250 Penalty: 4166.727051
	Iteration 60F: 3 clusters Score -346862.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -346866.750000 Penalty: 4166.727051
	Iteration 61Q: 3 clusters Score -346866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -346869.968750 Penalty: 4166.727051
	Iteration 62Q: 3 clusters Score -346870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -346875.500000 Penalty: 4166.727051
	Iteration 63Q: 3 clusters Score -346875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -346878.250000 Penalty: 4166.727051
	Iteration 64Q: 3 clusters Score -346878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -346882.093750 Penalty: 4166.727051
	Iteration 65Q: 3 clusters Score -346882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -346886.156250 Penalty: 4166.727051
	Iteration 66Q: 3 clusters Score -346886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -346888.281250 Penalty: 4166.727051
	Iteration 67Q: 3 clusters Score -346888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -346889.125000 Penalty: 4166.727051
	Iteration 68Q: 3 clusters Score -346889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -346890.812500 Penalty: 4166.727051
	Iteration 69Q: 3 clusters Score -346890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -346890.625000 Penalty: 4166.727051
	Iteration 70Q: 3 clusters Score -346890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -346890.625000 Penalty: 4166.727051
	Iteration 71F: 3 clusters Score -346890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -516902.406250 Penalty: 2198.807373
	Iteration 0F: 2 clusters Score -516902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -511039.812500 Penalty: 4397.614746
	Iteration 0F: 3 clusters Score -511039.8 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -512761.875000 Penalty: 4397.614746
	Iteration 1F: 3 clusters Score -512761.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -513149.718750 Penalty: 4397.614746
	Iteration 2F: 3 clusters Score -513149.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -513390.781250 Penalty: 4397.614746
	Iteration 3F: 3 clusters Score -513390.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -513580.187500 Penalty: 4397.614746
	Iteration 4F: 3 clusters Score -513580.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -513738.875000 Penalty: 4397.614746
	Iteration 5Q: 3 clusters Score -513738.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -513910.031250 Penalty: 4397.614746
	Iteration 6Q: 3 clusters Score -513910 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -514070.468750 Penalty: 4397.614746
	Iteration 7Q: 3 clusters Score -514070.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -514249.843750 Penalty: 4397.614746
	Iteration 8Q: 3 clusters Score -514249.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -514456.656250 Penalty: 4397.614746
	Iteration 9Q: 3 clusters Score -514456.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -514763.250000 Penalty: 4397.614746
	Iteration 10Q: 3 clusters Score -514763.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -515188.187500 Penalty: 4397.614746
	Iteration 11Q: 3 clusters Score -515188.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -515575.968750 Penalty: 4397.614746
	Iteration 12F: 3 clusters Score -515576 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -515923.281250 Penalty: 4397.614746
	Iteration 13Q: 3 clusters Score -515923.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -516184.718750 Penalty: 4397.614746
	Iteration 14Q: 3 clusters Score -516184.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -516368.968750 Penalty: 4397.614746
	Iteration 15Q: 3 clusters Score -516369 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -516468.656250 Penalty: 4397.614746
	Iteration 16Q: 3 clusters Score -516468.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -516522.906250 Penalty: 4397.614746
	Iteration 17Q: 3 clusters Score -516522.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -516550.906250 Penalty: 4397.614746
	Iteration 18Q: 3 clusters Score -516550.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -516570.062500 Penalty: 4397.614746
	Iteration 19Q: 3 clusters Score -516570.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -516576.281250 Penalty: 4397.614746
	Iteration 20F: 3 clusters Score -516576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -516579.625000 Penalty: 4397.614746
	Iteration 21Q: 3 clusters Score -516579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -516580.625000 Penalty: 4397.614746
	Iteration 22Q: 3 clusters Score -516580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -516581.375000 Penalty: 4397.614746
	Iteration 23Q: 3 clusters Score -516581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -516582.625000 Penalty: 4397.614746
	Iteration 24Q: 3 clusters Score -516582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -516582.031250 Penalty: 4397.614746
	Iteration 25Q: 3 clusters Score -516582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -516582.843750 Penalty: 4397.614746
	Iteration 26Q: 3 clusters Score -516582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -516582.843750 Penalty: 4397.614746
	Iteration 27F: 3 clusters Score -516582.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Entering Unmasked Estep 
Score: -5428278.000000 Penalty: 2757.697754
	Iteration 0F: 2 clusters Score -5428278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -5383194.500000 Penalty: 5515.395508
	Iteration 0F: 3 clusters Score -5383194 nChanged 31421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5401388.000000 Penalty: 5515.395508
	Iteration 1F: 3 clusters Score -5401388 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5402752.500000 Penalty: 5515.395508
	Iteration 2Q: 3 clusters Score -5402752 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -5404680.000000 Penalty: 5515.395508
	Iteration 3F: 3 clusters Score -5404680 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5407152.000000 Penalty: 5515.395508
	Iteration 4F: 3 clusters Score -5407152 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5409894.000000 Penalty: 5515.395508
	Iteration 5F: 3 clusters Score -5409894 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5412406.000000 Penalty: 5515.395508
	Iteration 6F: 3 clusters Score -5412406 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5414328.000000 Penalty: 5515.395508
	Iteration 7F: 3 clusters Score -5414328 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -5415730.000000 Penalty: 5515.395508
	Iteration 8Q: 3 clusters Score -5415730 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -5416739.500000 Penalty: 5515.395508
	Iteration 9Q: 3 clusters Score -5416740 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -5417681.500000 Penalty: 5515.395508
	Iteration 10Q: 3 clusters Score -5417682 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -5418607.500000 Penalty: 5515.395508
	Iteration 11Q: 3 clusters Score -5418608 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -5419408.000000 Penalty: 5515.395508
	Iteration 12Q: 3 clusters Score -5419408 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -5420311.500000 Penalty: 5515.395508
	Iteration 13Q: 3 clusters Score -5420312 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -5421171.000000 Penalty: 5515.395508
	Iteration 14Q: 3 clusters Score -5421171 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -5421987.500000 Penalty: 5515.395508
	Iteration 15Q: 3 clusters Score -5421988 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -5422762.500000 Penalty: 5515.395508
	Iteration 16Q: 3 clusters Score -5422762 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -5423448.500000 Penalty: 5515.395508
	Iteration 17Q: 3 clusters Score -5423448 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -5424055.500000 Penalty: 5515.395508
	Iteration 18Q: 3 clusters Score -5424056 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -5424523.000000 Penalty: 5515.395508
	Iteration 19Q: 3 clusters Score -5424523 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -5424892.500000 Penalty: 5515.395508
	Iteration 20F: 3 clusters Score -5424892 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -5425159.500000 Penalty: 5515.395508
	Iteration 21Q: 3 clusters Score -5425160 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -5425356.000000 Penalty: 5515.395508
	Iteration 22Q: 3 clusters Score -5425356 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -5425506.000000 Penalty: 5515.395508
	Iteration 23Q: 3 clusters Score -5425506 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -5425582.000000 Penalty: 5515.395508
	Iteration 24Q: 3 clusters Score -5425582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -5425652.500000 Penalty: 5515.395508
	Iteration 25Q: 3 clusters Score -5425652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -5425703.500000 Penalty: 5515.395508
	Iteration 26Q: 3 clusters Score -5425704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -5425746.000000 Penalty: 5515.395508
	Iteration 27Q: 3 clusters Score -5425746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -5425788.000000 Penalty: 5515.395508
	Iteration 28Q: 3 clusters Score -5425788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -5425810.000000 Penalty: 5515.395508
	Iteration 29Q: 3 clusters Score -5425810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -5425827.500000 Penalty: 5515.395508
	Iteration 30Q: 3 clusters Score -5425828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -5425849.000000 Penalty: 5515.395508
	Iteration 31Q: 3 clusters Score -5425849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -5425869.500000 Penalty: 5515.395508
	Iteration 32Q: 3 clusters Score -5425870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -5425885.000000 Penalty: 5515.395508
	Iteration 33Q: 3 clusters Score -5425885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -5425906.500000 Penalty: 5515.395508
	Iteration 34Q: 3 clusters Score -5425906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -5425910.500000 Penalty: 5515.395508
	Iteration 35Q: 3 clusters Score -5425910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -5425924.000000 Penalty: 5515.395508
	Iteration 36Q: 3 clusters Score -5425924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -5425929.000000 Penalty: 5515.395508
	Iteration 37Q: 3 clusters Score -5425929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -5425927.000000 Penalty: 5515.395508
	Iteration 38Q: 3 clusters Score -5425927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -5425929.500000 Penalty: 5515.395508
	Iteration 39Q: 3 clusters Score -5425930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -5425943.000000 Penalty: 5515.395508
	Iteration 40F: 3 clusters Score -5425943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -5425945.500000 Penalty: 5515.395508
	Iteration 41Q: 3 clusters Score -5425946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -5425945.500000 Penalty: 5515.395508
	Iteration 42F: 3 clusters Score -5425946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -230014.984375 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -230015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -226604.156250 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -226604.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -227347.406250 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -227347.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -227523.875000 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -227523.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -227660.734375 Penalty: 3996.301758
	Iteration 3Q: 3 clusters Score -227660.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -227780.968750 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -227781 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -227892.531250 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -227892.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -228001.187500 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -228001.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -228090.578125 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -228090.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -228209.937500 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -228209.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -228299.578125 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -228299.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -228388.234375 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -228388.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -228447.343750 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -228447.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -228481.609375 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -228481.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -228502.218750 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -228502.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -228521.890625 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -228521.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -228536.937500 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -228536.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -228553.359375 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -228553.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -228573.781250 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -228573.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -228587.515625 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -228587.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228597.234375 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -228597.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -228605.953125 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -228606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -228619.281250 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -228619.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -228627.109375 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -228627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -228633.500000 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -228633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -228637.015625 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -228637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228641.578125 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -228641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -228645.531250 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -228645.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -228651.234375 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -228651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -228655.078125 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -228655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -228659.531250 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -228659.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -228663.734375 Penalty: 3996.301758
	Iteration 30Q: 3 clusters Score -228663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -228666.375000 Penalty: 3996.301758
	Iteration 31Q: 3 clusters Score -228666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -228669.703125 Penalty: 3996.301758
	Iteration 32Q: 3 clusters Score -228669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -228673.062500 Penalty: 3996.301758
	Iteration 33Q: 3 clusters Score -228673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -228675.906250 Penalty: 3996.301758
	Iteration 34Q: 3 clusters Score -228675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -228677.656250 Penalty: 3996.301758
	Iteration 35Q: 3 clusters Score -228677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -228679.015625 Penalty: 3996.301758
	Iteration 36Q: 3 clusters Score -228679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -228683.234375 Penalty: 3996.301758
	Iteration 37Q: 3 clusters Score -228683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -228686.062500 Penalty: 3996.301758
	Iteration 38Q: 3 clusters Score -228686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -228691.093750 Penalty: 3996.301758
	Iteration 39Q: 3 clusters Score -228691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228695.015625 Penalty: 3996.301758
	Iteration 40F: 3 clusters Score -228695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -228698.593750 Penalty: 3996.301758
	Iteration 41Q: 3 clusters Score -228698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -228701.312500 Penalty: 3996.301758
	Iteration 42Q: 3 clusters Score -228701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -228704.812500 Penalty: 3996.301758
	Iteration 43Q: 3 clusters Score -228704.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -228709.765625 Penalty: 3996.301758
	Iteration 44Q: 3 clusters Score -228709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -228712.562500 Penalty: 3996.301758
	Iteration 45Q: 3 clusters Score -228712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -228714.156250 Penalty: 3996.301758
	Iteration 46Q: 3 clusters Score -228714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -228716.265625 Penalty: 3996.301758
	Iteration 47Q: 3 clusters Score -228716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228720.312500 Penalty: 3996.301758
	Iteration 48Q: 3 clusters Score -228720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228726.484375 Penalty: 3996.301758
	Iteration 49Q: 3 clusters Score -228726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -228729.062500 Penalty: 3996.301758
	Iteration 50Q: 3 clusters Score -228729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228730.625000 Penalty: 3996.301758
	Iteration 51Q: 3 clusters Score -228730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -228731.796875 Penalty: 3996.301758
	Iteration 52Q: 3 clusters Score -228731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228732.250000 Penalty: 3996.301758
	Iteration 53Q: 3 clusters Score -228732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -228734.203125 Penalty: 3996.301758
	Iteration 54Q: 3 clusters Score -228734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -228735.406250 Penalty: 3996.301758
	Iteration 55Q: 3 clusters Score -228735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228735.921875 Penalty: 3996.301758
	Iteration 56Q: 3 clusters Score -228735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -228736.765625 Penalty: 3996.301758
	Iteration 57Q: 3 clusters Score -228736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -228737.328125 Penalty: 3996.301758
	Iteration 58Q: 3 clusters Score -228737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -228738.203125 Penalty: 3996.301758
	Iteration 59Q: 3 clusters Score -228738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -228738.203125 Penalty: 3996.301758
	Iteration 60F: 3 clusters Score -228738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Entering Unmasked Estep 
Score: -13521632.000000 Penalty: 2978.323730
	Iteration 0F: 2 clusters Score -1.352163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -13411654.000000 Penalty: 5956.647461
	Iteration 0F: 3 clusters Score -1.341165e+07 nChanged 78348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -13457424.000000 Penalty: 5956.647461
	Iteration 1F: 3 clusters Score -1.345742e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -13458240.000000 Penalty: 5956.647461
	Iteration 2Q: 3 clusters Score -1.345824e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -13459244.000000 Penalty: 5956.647461
	Iteration 3Q: 3 clusters Score -1.345924e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -13460273.000000 Penalty: 5956.647461
	Iteration 4Q: 3 clusters Score -1.346027e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -13461705.000000 Penalty: 5956.647461
	Iteration 5Q: 3 clusters Score -1.34617e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -13463420.000000 Penalty: 5956.647461
	Iteration 6Q: 3 clusters Score -1.346342e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -13465649.000000 Penalty: 5956.647461
	Iteration 7Q: 3 clusters Score -1.346565e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -13469005.000000 Penalty: 5956.647461
	Iteration 8Q: 3 clusters Score -1.3469e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -13474019.000000 Penalty: 5956.647461
	Iteration 9F: 3 clusters Score -1.347402e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -13480100.000000 Penalty: 5956.647461
	Iteration 10F: 3 clusters Score -1.34801e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -13485488.000000 Penalty: 5956.647461
	Iteration 11F: 3 clusters Score -1.348549e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -13488526.000000 Penalty: 5956.647461
	Iteration 12Q: 3 clusters Score -1.348853e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -13489648.000000 Penalty: 5956.647461
	Iteration 13Q: 3 clusters Score -1.348965e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -13490017.000000 Penalty: 5956.647461
	Iteration 14Q: 3 clusters Score -1.349002e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -13490243.000000 Penalty: 5956.647461
	Iteration 15Q: 3 clusters Score -1.349024e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -13490383.000000 Penalty: 5956.647461
	Iteration 16Q: 3 clusters Score -1.349038e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -13490530.000000 Penalty: 5956.647461
	Iteration 17Q: 3 clusters Score -1.349053e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -13490602.000000 Penalty: 5956.647461
	Iteration 18Q: 3 clusters Score -1.34906e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -13490700.000000 Penalty: 5956.647461
	Iteration 19Q: 3 clusters Score -1.34907e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -13490785.000000 Penalty: 5956.647461
	Iteration 20F: 3 clusters Score -1.349078e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -13490928.000000 Penalty: 5956.647461
	Iteration 21Q: 3 clusters Score -1.349093e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -13491032.000000 Penalty: 5956.647461
	Iteration 22Q: 3 clusters Score -1.349103e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -13491133.000000 Penalty: 5956.647461
	Iteration 23Q: 3 clusters Score -1.349113e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -13491219.000000 Penalty: 5956.647461
	Iteration 24Q: 3 clusters Score -1.349122e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100292 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -13491490.000000 Penalty: 5956.647461
	Iteration 25Q: 3 clusters Score -1.349149e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -13491675.000000 Penalty: 5956.647461
	Iteration 26Q: 3 clusters Score -1.349168e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -13492039.000000 Penalty: 5956.647461
	Iteration 27Q: 3 clusters Score -1.349204e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -13492365.000000 Penalty: 5956.647461
	Iteration 28Q: 3 clusters Score -1.349236e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -13492726.000000 Penalty: 5956.647461
	Iteration 29Q: 3 clusters Score -1.349273e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -13493113.000000 Penalty: 5956.647461
	Iteration 30Q: 3 clusters Score -1.349311e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -13493501.000000 Penalty: 5956.647461
	Iteration 31Q: 3 clusters Score -1.34935e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -13493978.000000 Penalty: 5956.647461
	Iteration 32Q: 3 clusters Score -1.349398e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -13494719.000000 Penalty: 5956.647461
	Iteration 33Q: 3 clusters Score -1.349472e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -13495609.000000 Penalty: 5956.647461
	Iteration 34Q: 3 clusters Score -1.349561e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -13496584.000000 Penalty: 5956.647461
	Iteration 35Q: 3 clusters Score -1.349658e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -13497749.000000 Penalty: 5956.647461
	Iteration 36Q: 3 clusters Score -1.349775e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129346 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -13499195.000000 Penalty: 5956.647461
	Iteration 37Q: 3 clusters Score -1.34992e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -13500764.000000 Penalty: 5956.647461
	Iteration 38Q: 3 clusters Score -1.350076e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136898 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -13502457.000000 Penalty: 5956.647461
	Iteration 39Q: 3 clusters Score -1.350246e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -13504467.000000 Penalty: 5956.647461
	Iteration 40F: 3 clusters Score -1.350447e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144660 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -13506646.000000 Penalty: 5956.647461
	Iteration 41Q: 3 clusters Score -1.350665e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -13508973.000000 Penalty: 5956.647461
	Iteration 42Q: 3 clusters Score -1.350897e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -13511337.000000 Penalty: 5956.647461
	Iteration 43Q: 3 clusters Score -1.351134e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -13513427.000000 Penalty: 5956.647461
	Iteration 44Q: 3 clusters Score -1.351343e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -13515318.000000 Penalty: 5956.647461
	Iteration 45Q: 3 clusters Score -1.351532e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159488 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -13516692.000000 Penalty: 5956.647461
	Iteration 46Q: 3 clusters Score -1.351669e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160826 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -13517617.000000 Penalty: 5956.647461
	Iteration 47Q: 3 clusters Score -1.351762e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13518250.000000 Penalty: 5956.647461
	Iteration 48Q: 3 clusters Score -1.351825e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13518649.000000 Penalty: 5956.647461
	Iteration 49Q: 3 clusters Score -1.351865e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13518924.000000 Penalty: 5956.647461
	Iteration 50Q: 3 clusters Score -1.351892e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13519056.000000 Penalty: 5956.647461
	Iteration 51Q: 3 clusters Score -1.351906e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162768 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13519136.000000 Penalty: 5956.647461
	Iteration 52Q: 3 clusters Score -1.351914e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162830 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13519205.000000 Penalty: 5956.647461
	Iteration 53Q: 3 clusters Score -1.35192e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13519283.000000 Penalty: 5956.647461
	Iteration 54Q: 3 clusters Score -1.351928e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162914 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13519328.000000 Penalty: 5956.647461
	Iteration 55Q: 3 clusters Score -1.351933e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162933 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13519351.000000 Penalty: 5956.647461
	Iteration 56Q: 3 clusters Score -1.351935e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13519363.000000 Penalty: 5956.647461
	Iteration 57Q: 3 clusters Score -1.351936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13519378.000000 Penalty: 5956.647461
	Iteration 58Q: 3 clusters Score -1.351938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -13519388.000000 Penalty: 5956.647461
	Iteration 59Q: 3 clusters Score -1.351939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -13519394.000000 Penalty: 5956.647461
	Iteration 60F: 3 clusters Score -1.351939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13519408.000000 Penalty: 5956.647461
	Iteration 61Q: 3 clusters Score -1.351941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162978 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -13519429.000000 Penalty: 5956.647461
	Iteration 62Q: 3 clusters Score -1.351943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13519451.000000 Penalty: 5956.647461
	Iteration 63Q: 3 clusters Score -1.351945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -13519460.000000 Penalty: 5956.647461
	Iteration 64Q: 3 clusters Score -1.351946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13519464.000000 Penalty: 5956.647461
	Iteration 65Q: 3 clusters Score -1.351946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162997 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13519474.000000 Penalty: 5956.647461
	Iteration 66Q: 3 clusters Score -1.351947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162999 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13519483.000000 Penalty: 5956.647461
	Iteration 67Q: 3 clusters Score -1.351948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13519480.000000 Penalty: 5956.647461
	Iteration 68Q: 3 clusters Score -1.351948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163003 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13519492.000000 Penalty: 5956.647461
	Iteration 69Q: 3 clusters Score -1.351949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13519489.000000 Penalty: 5956.647461
	Iteration 70Q: 3 clusters Score -1.351949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13519493.000000 Penalty: 5956.647461
	Iteration 71Q: 3 clusters Score -1.351949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13519505.000000 Penalty: 5956.647461
	Iteration 72Q: 3 clusters Score -1.35195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13519497.000000 Penalty: 5956.647461
	Iteration 73Q: 3 clusters Score -1.35195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13519498.000000 Penalty: 5956.647461
	Iteration 74Q: 3 clusters Score -1.35195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13519498.000000 Penalty: 5956.647461
	Iteration 75F: 3 clusters Score -1.35195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -211963.625000 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -211963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -208895.046875 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -208895 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -209521.453125 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -209521.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -209691.843750 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -209691.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -209790.718750 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -209790.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -209852.140625 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -209852.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -209917.953125 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -209918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -209984.500000 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -209984.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -210030.750000 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -210030.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -210079.203125 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -210079.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -210121.109375 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -210121.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -210161.281250 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -210161.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -210190.625000 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -210190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -210212.312500 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -210212.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -210228.296875 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -210228.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -210242.718750 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -210242.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -210259.281250 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -210259.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210278.375000 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -210278.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -210300.703125 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -210300.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -210329.593750 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -210329.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -210356.796875 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -210356.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -210379.312500 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -210379.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -210404.906250 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -210404.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -210425.484375 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -210425.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -210444.046875 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -210444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -210462.593750 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -210462.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -210480.453125 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -210480.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -210496.703125 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -210496.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -210513.671875 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -210513.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -210526.046875 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -210526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -210541.281250 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -210541.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -210560.546875 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -210560.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -210582.453125 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -210582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -210606.484375 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -210606.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -210633.093750 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -210633.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -210657.390625 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -210657.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -210694.203125 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -210694.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -210730.609375 Penalty: 3925.287842
	Iteration 36Q: 3 clusters Score -210730.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -210763.953125 Penalty: 3925.287842
	Iteration 37Q: 3 clusters Score -210764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -210796.234375 Penalty: 3925.287842
	Iteration 38Q: 3 clusters Score -210796.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -210826.171875 Penalty: 3925.287842
	Iteration 39Q: 3 clusters Score -210826.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -210854.906250 Penalty: 3925.287842
	Iteration 40F: 3 clusters Score -210854.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210863.468750 Penalty: 3925.287842
	Iteration 41Q: 3 clusters Score -210863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -210871.265625 Penalty: 3925.287842
	Iteration 42Q: 3 clusters Score -210871.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -210878.375000 Penalty: 3925.287842
	Iteration 43Q: 3 clusters Score -210878.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210885.140625 Penalty: 3925.287842
	Iteration 44Q: 3 clusters Score -210885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210890.640625 Penalty: 3925.287842
	Iteration 45Q: 3 clusters Score -210890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210892.890625 Penalty: 3925.287842
	Iteration 46Q: 3 clusters Score -210892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210894.328125 Penalty: 3925.287842
	Iteration 47Q: 3 clusters Score -210894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210894.953125 Penalty: 3925.287842
	Iteration 48Q: 3 clusters Score -210895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -210895.796875 Penalty: 3925.287842
	Iteration 49Q: 3 clusters Score -210895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -210897.031250 Penalty: 3925.287842
	Iteration 50Q: 3 clusters Score -210897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -210899.937500 Penalty: 3925.287842
	Iteration 51Q: 3 clusters Score -210899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -210902.421875 Penalty: 3925.287842
	Iteration 52Q: 3 clusters Score -210902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -210903.859375 Penalty: 3925.287842
	Iteration 53Q: 3 clusters Score -210903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -210905.359375 Penalty: 3925.287842
	Iteration 54Q: 3 clusters Score -210905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -210906.062500 Penalty: 3925.287842
	Iteration 55Q: 3 clusters Score -210906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210906.640625 Penalty: 3925.287842
	Iteration 56Q: 3 clusters Score -210906.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210906.640625 Penalty: 3925.287842
	Iteration 57F: 3 clusters Score -210906.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -506701.468750 Penalty: 2178.282227
	Iteration 0F: 2 clusters Score -506701.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -501212.156250 Penalty: 4356.564453
	Iteration 0F: 3 clusters Score -501212.2 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -502608.468750 Penalty: 4356.564453
	Iteration 1F: 3 clusters Score -502608.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -502870.218750 Penalty: 4356.564453
	Iteration 2F: 3 clusters Score -502870.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -503053.937500 Penalty: 4356.564453
	Iteration 3F: 3 clusters Score -503053.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -503197.625000 Penalty: 4356.564453
	Iteration 4Q: 3 clusters Score -503197.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -503309.593750 Penalty: 4356.564453
	Iteration 5Q: 3 clusters Score -503309.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -503392.156250 Penalty: 4356.564453
	Iteration 6Q: 3 clusters Score -503392.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -503465.562500 Penalty: 4356.564453
	Iteration 7Q: 3 clusters Score -503465.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -503541.312500 Penalty: 4356.564453
	Iteration 8Q: 3 clusters Score -503541.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -503614.875000 Penalty: 4356.564453
	Iteration 9Q: 3 clusters Score -503614.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -503692.468750 Penalty: 4356.564453
	Iteration 10Q: 3 clusters Score -503692.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -503783.031250 Penalty: 4356.564453
	Iteration 11Q: 3 clusters Score -503783 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -503886.437500 Penalty: 4356.564453
	Iteration 12Q: 3 clusters Score -503886.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -504002.656250 Penalty: 4356.564453
	Iteration 13Q: 3 clusters Score -504002.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -504159.406250 Penalty: 4356.564453
	Iteration 14Q: 3 clusters Score -504159.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -504303.437500 Penalty: 4356.564453
	Iteration 15Q: 3 clusters Score -504303.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -504429.562500 Penalty: 4356.564453
	Iteration 16Q: 3 clusters Score -504429.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -504535.312500 Penalty: 4356.564453
	Iteration 17Q: 3 clusters Score -504535.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -504606.218750 Penalty: 4356.564453
	Iteration 18Q: 3 clusters Score -504606.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -504673.687500 Penalty: 4356.564453
	Iteration 19Q: 3 clusters Score -504673.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -504736.406250 Penalty: 4356.564453
	Iteration 20F: 3 clusters Score -504736.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -504788.468750 Penalty: 4356.564453
	Iteration 21Q: 3 clusters Score -504788.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -504838.093750 Penalty: 4356.564453
	Iteration 22Q: 3 clusters Score -504838.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -504877.531250 Penalty: 4356.564453
	Iteration 23Q: 3 clusters Score -504877.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -504907.593750 Penalty: 4356.564453
	Iteration 24Q: 3 clusters Score -504907.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -504928.718750 Penalty: 4356.564453
	Iteration 25Q: 3 clusters Score -504928.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -504948.187500 Penalty: 4356.564453
	Iteration 26Q: 3 clusters Score -504948.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -504970.468750 Penalty: 4356.564453
	Iteration 27Q: 3 clusters Score -504970.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -504989.250000 Penalty: 4356.564453
	Iteration 28Q: 3 clusters Score -504989.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -505011.375000 Penalty: 4356.564453
	Iteration 29Q: 3 clusters Score -505011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -505026.812500 Penalty: 4356.564453
	Iteration 30Q: 3 clusters Score -505026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -505037.812500 Penalty: 4356.564453
	Iteration 31Q: 3 clusters Score -505037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -505048.843750 Penalty: 4356.564453
	Iteration 32Q: 3 clusters Score -505048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -505056.250000 Penalty: 4356.564453
	Iteration 33Q: 3 clusters Score -505056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -505059.375000 Penalty: 4356.564453
	Iteration 34Q: 3 clusters Score -505059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -505064.375000 Penalty: 4356.564453
	Iteration 35Q: 3 clusters Score -505064.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -505069.406250 Penalty: 4356.564453
	Iteration 36Q: 3 clusters Score -505069.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -505075.812500 Penalty: 4356.564453
	Iteration 37Q: 3 clusters Score -505075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -505081.343750 Penalty: 4356.564453
	Iteration 38Q: 3 clusters Score -505081.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -505086.656250 Penalty: 4356.564453
	Iteration 39Q: 3 clusters Score -505086.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -505090.968750 Penalty: 4356.564453
	Iteration 40F: 3 clusters Score -505091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -505098.000000 Penalty: 4356.564453
	Iteration 41Q: 3 clusters Score -505098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -505106.750000 Penalty: 4356.564453
	Iteration 42Q: 3 clusters Score -505106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -505114.437500 Penalty: 4356.564453
	Iteration 43Q: 3 clusters Score -505114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -505119.843750 Penalty: 4356.564453
	Iteration 44Q: 3 clusters Score -505119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -505123.093750 Penalty: 4356.564453
	Iteration 45Q: 3 clusters Score -505123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -505124.562500 Penalty: 4356.564453
	Iteration 46Q: 3 clusters Score -505124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -505125.593750 Penalty: 4356.564453
	Iteration 47Q: 3 clusters Score -505125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -505127.093750 Penalty: 4356.564453
	Iteration 48Q: 3 clusters Score -505127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -505129.312500 Penalty: 4356.564453
	Iteration 49Q: 3 clusters Score -505129.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -505132.718750 Penalty: 4356.564453
	Iteration 50Q: 3 clusters Score -505132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -505134.031250 Penalty: 4356.564453
	Iteration 51Q: 3 clusters Score -505134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -505136.625000 Penalty: 4356.564453
	Iteration 52Q: 3 clusters Score -505136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -505141.218750 Penalty: 4356.564453
	Iteration 53Q: 3 clusters Score -505141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -505141.281250 Penalty: 4356.564453
	Iteration 54Q: 3 clusters Score -505141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -505145.718750 Penalty: 4356.564453
	Iteration 55Q: 3 clusters Score -505145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -505146.000000 Penalty: 4356.564453
	Iteration 56Q: 3 clusters Score -505146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -505146.000000 Penalty: 4356.564453
	Iteration 57F: 3 clusters Score -505146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Entering Unmasked Estep 
Score: -1268776.125000 Penalty: 2339.860840
	Iteration 0F: 2 clusters Score -1268776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1259462.500000 Penalty: 4679.721680
	Iteration 0F: 3 clusters Score -1259462 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1262759.875000 Penalty: 4679.721680
	Iteration 1F: 3 clusters Score -1262760 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1263929.625000 Penalty: 4679.721680
	Iteration 2F: 3 clusters Score -1263930 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1265601.500000 Penalty: 4679.721680
	Iteration 3F: 3 clusters Score -1265602 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1267330.875000 Penalty: 4679.721680
	Iteration 4F: 3 clusters Score -1267331 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1268221.750000 Penalty: 4679.721680
	Iteration 5F: 3 clusters Score -1268222 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1268513.875000 Penalty: 4679.721680
	Iteration 6Q: 3 clusters Score -1268514 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1268626.625000 Penalty: 4679.721680
	Iteration 7Q: 3 clusters Score -1268627 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1268675.125000 Penalty: 4679.721680
	Iteration 8Q: 3 clusters Score -1268675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1268702.625000 Penalty: 4679.721680
	Iteration 9Q: 3 clusters Score -1268703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1268711.625000 Penalty: 4679.721680
	Iteration 10Q: 3 clusters Score -1268712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1268725.125000 Penalty: 4679.721680
	Iteration 11Q: 3 clusters Score -1268725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1268736.875000 Penalty: 4679.721680
	Iteration 12Q: 3 clusters Score -1268737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1268739.750000 Penalty: 4679.721680
	Iteration 13Q: 3 clusters Score -1268740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1268741.250000 Penalty: 4679.721680
	Iteration 14Q: 3 clusters Score -1268741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1268747.125000 Penalty: 4679.721680
	Iteration 15Q: 3 clusters Score -1268747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1268752.000000 Penalty: 4679.721680
	Iteration 16Q: 3 clusters Score -1268752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1268757.875000 Penalty: 4679.721680
	Iteration 17Q: 3 clusters Score -1268758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1268763.500000 Penalty: 4679.721680
	Iteration 18Q: 3 clusters Score -1268764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1268768.625000 Penalty: 4679.721680
	Iteration 19Q: 3 clusters Score -1268769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1268771.125000 Penalty: 4679.721680
	Iteration 20F: 3 clusters Score -1268771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1268771.375000 Penalty: 4679.721680
	Iteration 21Q: 3 clusters Score -1268771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1268773.750000 Penalty: 4679.721680
	Iteration 22Q: 3 clusters Score -1268774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1268778.625000 Penalty: 4679.721680
	Iteration 23Q: 3 clusters Score -1268779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1268782.250000 Penalty: 4679.721680
	Iteration 24Q: 3 clusters Score -1268782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1268789.000000 Penalty: 4679.721680
	Iteration 25Q: 3 clusters Score -1268789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1268787.750000 Penalty: 4679.721680
	Iteration 26Q: 3 clusters Score -1268788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1268791.125000 Penalty: 4679.721680
	Iteration 27Q: 3 clusters Score -1268791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1268792.250000 Penalty: 4679.721680
	Iteration 28Q: 3 clusters Score -1268792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1268794.875000 Penalty: 4679.721680
	Iteration 29Q: 3 clusters Score -1268795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1268794.875000 Penalty: 4679.721680
	Iteration 30Q: 3 clusters Score -1268795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1268796.000000 Penalty: 4679.721680
	Iteration 31Q: 3 clusters Score -1268796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1268797.125000 Penalty: 4679.721680
	Iteration 32Q: 3 clusters Score -1268797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1268797.250000 Penalty: 4679.721680
	Iteration 33Q: 3 clusters Score -1268797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1268800.625000 Penalty: 4679.721680
	Iteration 34Q: 3 clusters Score -1268801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1268800.500000 Penalty: 4679.721680
	Iteration 35Q: 3 clusters Score -1268800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1268803.750000 Penalty: 4679.721680
	Iteration 36Q: 3 clusters Score -1268804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1268803.875000 Penalty: 4679.721680
	Iteration 37Q: 3 clusters Score -1268804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1268806.000000 Penalty: 4679.721680
	Iteration 38Q: 3 clusters Score -1268806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1268808.375000 Penalty: 4679.721680
	Iteration 39Q: 3 clusters Score -1268808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1268807.250000 Penalty: 4679.721680
	Iteration 40F: 3 clusters Score -1268807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1268808.375000 Penalty: 4679.721680
	Iteration 41Q: 3 clusters Score -1268808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1268809.125000 Penalty: 4679.721680
	Iteration 42Q: 3 clusters Score -1268809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1268814.500000 Penalty: 4679.721680
	Iteration 43Q: 3 clusters Score -1268814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1268818.625000 Penalty: 4679.721680
	Iteration 44Q: 3 clusters Score -1268819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1268821.000000 Penalty: 4679.721680
	Iteration 45Q: 3 clusters Score -1268821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1268823.375000 Penalty: 4679.721680
	Iteration 46Q: 3 clusters Score -1268823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1268825.875000 Penalty: 4679.721680
	Iteration 47Q: 3 clusters Score -1268826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1268821.750000 Penalty: 4679.721680
	Iteration 48Q: 3 clusters Score -1268822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1268820.875000 Penalty: 4679.721680
	Iteration 49Q: 3 clusters Score -1268821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1268821.000000 Penalty: 4679.721680
	Iteration 50Q: 3 clusters Score -1268821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1268827.375000 Penalty: 4679.721680
	Iteration 51Q: 3 clusters Score -1268827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1268827.250000 Penalty: 4679.721680
	Iteration 52Q: 3 clusters Score -1268827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1268831.375000 Penalty: 4679.721680
	Iteration 53Q: 3 clusters Score -1268831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1268827.750000 Penalty: 4679.721680
	Iteration 54Q: 3 clusters Score -1268828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1268829.125000 Penalty: 4679.721680
	Iteration 55Q: 3 clusters Score -1268829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1268831.500000 Penalty: 4679.721680
	Iteration 56Q: 3 clusters Score -1268832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1268832.500000 Penalty: 4679.721680
	Iteration 57Q: 3 clusters Score -1268832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1268830.625000 Penalty: 4679.721680
	Iteration 58Q: 3 clusters Score -1268831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1268832.750000 Penalty: 4679.721680
	Iteration 59Q: 3 clusters Score -1268833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1268831.250000 Penalty: 4679.721680
	Iteration 60F: 3 clusters Score -1268831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1268831.875000 Penalty: 4679.721680
	Iteration 61Q: 3 clusters Score -1268832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1268833.250000 Penalty: 4679.721680
	Iteration 62Q: 3 clusters Score -1268833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1268833.250000 Penalty: 4679.721680
	Iteration 63F: 3 clusters Score -1268833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 6618 members 
Entering Unmasked Estep 
Score: -150796960.000000 Penalty: 217718.250000
Splitting cluster 9 changes total score from -150798480.000000 to -150796960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -167685.000000 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -167685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -164930.843750 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -164930.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -165514.421875 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -165514.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -165687.781250 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -165687.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -165772.125000 Penalty: 3827.364502
	Iteration 3Q: 3 clusters Score -165772.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -165822.078125 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -165822.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -165861.500000 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -165861.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -165883.812500 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -165883.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -165907.109375 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -165907.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -165925.531250 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -165925.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -165938.593750 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -165938.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -165952.671875 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -165952.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -165961.031250 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -165961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -165974.609375 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -165974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -165985.390625 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -165985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -165991.984375 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -165992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -165997.625000 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -165997.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -166000.703125 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -166000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -166001.937500 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -166001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -166002.187500 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -166002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -166002.187500 Penalty: 3827.364502
	Iteration 19F: 3 clusters Score -166002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Entering Unmasked Estep 
Score: -4332040.000000 Penalty: 2698.862305
	Iteration 0F: 2 clusters Score -4332040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4296076.000000 Penalty: 5397.724609
	Iteration 0F: 3 clusters Score -4296076 nChanged 24797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -4309775.500000 Penalty: 5397.724609
	Iteration 1F: 3 clusters Score -4309776 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -4310302.000000 Penalty: 5397.724609
	Iteration 2Q: 3 clusters Score -4310302 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -4310840.000000 Penalty: 5397.724609
	Iteration 3Q: 3 clusters Score -4310840 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4311714.500000 Penalty: 5397.724609
	Iteration 4Q: 3 clusters Score -4311714 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4313046.500000 Penalty: 5397.724609
	Iteration 5F: 3 clusters Score -4313046 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4315321.500000 Penalty: 5397.724609
	Iteration 6F: 3 clusters Score -4315322 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4318474.500000 Penalty: 5397.724609
	Iteration 7F: 3 clusters Score -4318474 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4321817.500000 Penalty: 5397.724609
	Iteration 8F: 3 clusters Score -4321818 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -4324327.000000 Penalty: 5397.724609
	Iteration 9F: 3 clusters Score -4324327 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4326005.500000 Penalty: 5397.724609
	Iteration 10Q: 3 clusters Score -4326006 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4327033.000000 Penalty: 5397.724609
	Iteration 11Q: 3 clusters Score -4327033 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4327819.500000 Penalty: 5397.724609
	Iteration 12Q: 3 clusters Score -4327820 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4328353.500000 Penalty: 5397.724609
	Iteration 13Q: 3 clusters Score -4328354 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4328788.000000 Penalty: 5397.724609
	Iteration 14Q: 3 clusters Score -4328788 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4329108.500000 Penalty: 5397.724609
	Iteration 15Q: 3 clusters Score -4329108 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4329308.000000 Penalty: 5397.724609
	Iteration 16Q: 3 clusters Score -4329308 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4329437.500000 Penalty: 5397.724609
	Iteration 17Q: 3 clusters Score -4329438 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4329543.500000 Penalty: 5397.724609
	Iteration 18Q: 3 clusters Score -4329544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4329611.500000 Penalty: 5397.724609
	Iteration 19Q: 3 clusters Score -4329612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4329663.000000 Penalty: 5397.724609
	Iteration 20F: 3 clusters Score -4329663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4329691.500000 Penalty: 5397.724609
	Iteration 21Q: 3 clusters Score -4329692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4329737.000000 Penalty: 5397.724609
	Iteration 22Q: 3 clusters Score -4329737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4329748.500000 Penalty: 5397.724609
	Iteration 23Q: 3 clusters Score -4329748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4329756.500000 Penalty: 5397.724609
	Iteration 24Q: 3 clusters Score -4329756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4329763.500000 Penalty: 5397.724609
	Iteration 25Q: 3 clusters Score -4329764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4329765.000000 Penalty: 5397.724609
	Iteration 26Q: 3 clusters Score -4329765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4329768.000000 Penalty: 5397.724609
	Iteration 27Q: 3 clusters Score -4329768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4329777.500000 Penalty: 5397.724609
	Iteration 28Q: 3 clusters Score -4329778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4329784.500000 Penalty: 5397.724609
	Iteration 29Q: 3 clusters Score -4329784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4329787.500000 Penalty: 5397.724609
	Iteration 30Q: 3 clusters Score -4329788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4329792.000000 Penalty: 5397.724609
	Iteration 31Q: 3 clusters Score -4329792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4329797.500000 Penalty: 5397.724609
	Iteration 32Q: 3 clusters Score -4329798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4329800.500000 Penalty: 5397.724609
	Iteration 33Q: 3 clusters Score -4329800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4329805.000000 Penalty: 5397.724609
	Iteration 34Q: 3 clusters Score -4329805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4329806.000000 Penalty: 5397.724609
	Iteration 35Q: 3 clusters Score -4329806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4329813.500000 Penalty: 5397.724609
	Iteration 36Q: 3 clusters Score -4329814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4329822.000000 Penalty: 5397.724609
	Iteration 37Q: 3 clusters Score -4329822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4329826.000000 Penalty: 5397.724609
	Iteration 38Q: 3 clusters Score -4329826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4329827.000000 Penalty: 5397.724609
	Iteration 39Q: 3 clusters Score -4329827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4329825.500000 Penalty: 5397.724609
	Iteration 40F: 3 clusters Score -4329826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4329832.500000 Penalty: 5397.724609
	Iteration 41Q: 3 clusters Score -4329832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4329835.000000 Penalty: 5397.724609
	Iteration 42Q: 3 clusters Score -4329835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4329838.000000 Penalty: 5397.724609
	Iteration 43Q: 3 clusters Score -4329838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4329842.000000 Penalty: 5397.724609
	Iteration 44Q: 3 clusters Score -4329842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4329842.000000 Penalty: 5397.724609
	Iteration 45F: 3 clusters Score -4329842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -73208.023438 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -73208.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71459.257812 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -71459.26 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72380.726562 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -72380.73 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72996.382812 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -72996.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73324.226562 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -73324.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73454.742188 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -73454.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73504.757812 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -73504.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73546.101562 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -73546.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73565.257812 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -73565.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73574.578125 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -73574.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73584.789062 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -73584.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73616.859375 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -73616.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73657.929688 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -73657.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73673.726562 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -73673.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73684.179688 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -73684.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73698.656250 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -73698.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73717.132812 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -73717.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73744.234375 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -73744.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73764.835938 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -73764.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73778.054688 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -73778.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73783.648438 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -73783.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73806.203125 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -73806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73843.015625 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -73843.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73868.421875 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -73868.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73890.398438 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -73890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73929.804688 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -73929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73956.187500 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -73956.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73991.421875 Penalty: 3455.615723
	Iteration 26Q: 3 clusters Score -73991.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74016.218750 Penalty: 3455.615723
	Iteration 27Q: 3 clusters Score -74016.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74027.500000 Penalty: 3455.615723
	Iteration 28Q: 3 clusters Score -74027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74046.210938 Penalty: 3455.615723
	Iteration 29Q: 3 clusters Score -74046.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74055.320312 Penalty: 3455.615723
	Iteration 30Q: 3 clusters Score -74055.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74062.750000 Penalty: 3455.615723
	Iteration 31Q: 3 clusters Score -74062.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74070.609375 Penalty: 3455.615723
	Iteration 32Q: 3 clusters Score -74070.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74075.578125 Penalty: 3455.615723
	Iteration 33Q: 3 clusters Score -74075.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74077.828125 Penalty: 3455.615723
	Iteration 34Q: 3 clusters Score -74077.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74077.828125 Penalty: 3455.615723
	Iteration 35F: 3 clusters Score -74077.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 385 members 
Entering Unmasked Estep 
Score: -150797376.000000 Penalty: 217718.250000
Splitting cluster 12 changes total score from -150798480.000000 to -150797376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (112846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Entering Unmasked Estep 
Score: -11797526.000000 Penalty: 2885.177246
	Iteration 0F: 2 clusters Score -1.179753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -11723723.000000 Penalty: 5770.354492
	Iteration 0F: 3 clusters Score -1.172372e+07 nChanged 53553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -11753971.000000 Penalty: 5770.354492
	Iteration 1F: 3 clusters Score -1.175397e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -11754620.000000 Penalty: 5770.354492
	Iteration 2Q: 3 clusters Score -1.175462e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -11755185.000000 Penalty: 5770.354492
	Iteration 3Q: 3 clusters Score -1.175518e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -11755842.000000 Penalty: 5770.354492
	Iteration 4Q: 3 clusters Score -1.175584e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -11756741.000000 Penalty: 5770.354492
	Iteration 5Q: 3 clusters Score -1.175674e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -11757911.000000 Penalty: 5770.354492
	Iteration 6Q: 3 clusters Score -1.175791e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -11759077.000000 Penalty: 5770.354492
	Iteration 7Q: 3 clusters Score -1.175908e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -11760299.000000 Penalty: 5770.354492
	Iteration 8Q: 3 clusters Score -1.17603e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -11761943.000000 Penalty: 5770.354492
	Iteration 9Q: 3 clusters Score -1.176194e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -11763680.000000 Penalty: 5770.354492
	Iteration 10Q: 3 clusters Score -1.176368e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -11765639.000000 Penalty: 5770.354492
	Iteration 11Q: 3 clusters Score -1.176564e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -11767924.000000 Penalty: 5770.354492
	Iteration 12Q: 3 clusters Score -1.176792e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -11770410.000000 Penalty: 5770.354492
	Iteration 13Q: 3 clusters Score -1.177041e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -11773389.000000 Penalty: 5770.354492
	Iteration 14Q: 3 clusters Score -1.177339e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -11776667.000000 Penalty: 5770.354492
	Iteration 15F: 3 clusters Score -1.177667e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -11780333.000000 Penalty: 5770.354492
	Iteration 16F: 3 clusters Score -1.178033e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -11784026.000000 Penalty: 5770.354492
	Iteration 17F: 3 clusters Score -1.178403e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -11787404.000000 Penalty: 5770.354492
	Iteration 18Q: 3 clusters Score -1.17874e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103614 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -11790039.000000 Penalty: 5770.354492
	Iteration 19Q: 3 clusters Score -1.179004e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -11791759.000000 Penalty: 5770.354492
	Iteration 20F: 3 clusters Score -1.179176e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108845 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -11792917.000000 Penalty: 5770.354492
	Iteration 21Q: 3 clusters Score -1.179292e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11793708.000000 Penalty: 5770.354492
	Iteration 22Q: 3 clusters Score -1.179371e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11794229.000000 Penalty: 5770.354492
	Iteration 23Q: 3 clusters Score -1.179423e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11794468.000000 Penalty: 5770.354492
	Iteration 24Q: 3 clusters Score -1.179447e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11794606.000000 Penalty: 5770.354492
	Iteration 25Q: 3 clusters Score -1.179461e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11794741.000000 Penalty: 5770.354492
	Iteration 26Q: 3 clusters Score -1.179474e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11794830.000000 Penalty: 5770.354492
	Iteration 27Q: 3 clusters Score -1.179483e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11794875.000000 Penalty: 5770.354492
	Iteration 28Q: 3 clusters Score -1.179488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11794916.000000 Penalty: 5770.354492
	Iteration 29Q: 3 clusters Score -1.179492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11794960.000000 Penalty: 5770.354492
	Iteration 30Q: 3 clusters Score -1.179496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112097 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11794981.000000 Penalty: 5770.354492
	Iteration 31Q: 3 clusters Score -1.179498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11794986.000000 Penalty: 5770.354492
	Iteration 32Q: 3 clusters Score -1.179499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11795010.000000 Penalty: 5770.354492
	Iteration 33Q: 3 clusters Score -1.179501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112148 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11795005.000000 Penalty: 5770.354492
	Iteration 34Q: 3 clusters Score -1.1795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11795014.000000 Penalty: 5770.354492
	Iteration 35Q: 3 clusters Score -1.179501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112173 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11795043.000000 Penalty: 5770.354492
	Iteration 36Q: 3 clusters Score -1.179504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11795041.000000 Penalty: 5770.354492
	Iteration 37Q: 3 clusters Score -1.179504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11795046.000000 Penalty: 5770.354492
	Iteration 38Q: 3 clusters Score -1.179505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11795050.000000 Penalty: 5770.354492
	Iteration 39Q: 3 clusters Score -1.179505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -11795053.000000 Penalty: 5770.354492
	Iteration 40F: 3 clusters Score -1.179505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11795062.000000 Penalty: 5770.354492
	Iteration 41Q: 3 clusters Score -1.179506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11795066.000000 Penalty: 5770.354492
	Iteration 42Q: 3 clusters Score -1.179507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112214 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11795073.000000 Penalty: 5770.354492
	Iteration 43Q: 3 clusters Score -1.179507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112219 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11795088.000000 Penalty: 5770.354492
	Iteration 44Q: 3 clusters Score -1.179509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11795097.000000 Penalty: 5770.354492
	Iteration 45Q: 3 clusters Score -1.17951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11795095.000000 Penalty: 5770.354492
	Iteration 46Q: 3 clusters Score -1.17951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11795094.000000 Penalty: 5770.354492
	Iteration 47Q: 3 clusters Score -1.179509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11795094.000000 Penalty: 5770.354492
	Iteration 48F: 3 clusters Score -1.179509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -1023936.812500 Penalty: 2311.981934
	Iteration 0F: 2 clusters Score -1023937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1015595.125000 Penalty: 4623.963867
	Iteration 0F: 3 clusters Score -1015595 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1018277.562500 Penalty: 4623.963867
	Iteration 1F: 3 clusters Score -1018278 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1018775.062500 Penalty: 4623.963867
	Iteration 2F: 3 clusters Score -1018775 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1019332.687500 Penalty: 4623.963867
	Iteration 3F: 3 clusters Score -1019333 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1019977.562500 Penalty: 4623.963867
	Iteration 4F: 3 clusters Score -1019978 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1020638.000000 Penalty: 4623.963867
	Iteration 5F: 3 clusters Score -1020638 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1021079.125000 Penalty: 4623.963867
	Iteration 6F: 3 clusters Score -1021079 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1021352.562500 Penalty: 4623.963867
	Iteration 7Q: 3 clusters Score -1021353 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1021561.437500 Penalty: 4623.963867
	Iteration 8Q: 3 clusters Score -1021561 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1021697.750000 Penalty: 4623.963867
	Iteration 9Q: 3 clusters Score -1021698 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1021814.250000 Penalty: 4623.963867
	Iteration 10Q: 3 clusters Score -1021814 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1021887.125000 Penalty: 4623.963867
	Iteration 11Q: 3 clusters Score -1021887 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1021940.875000 Penalty: 4623.963867
	Iteration 12Q: 3 clusters Score -1021941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1021985.812500 Penalty: 4623.963867
	Iteration 13Q: 3 clusters Score -1021986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1022025.062500 Penalty: 4623.963867
	Iteration 14Q: 3 clusters Score -1022025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1022050.187500 Penalty: 4623.963867
	Iteration 15Q: 3 clusters Score -1022050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1022074.500000 Penalty: 4623.963867
	Iteration 16Q: 3 clusters Score -1022074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1022093.812500 Penalty: 4623.963867
	Iteration 17Q: 3 clusters Score -1022094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1022109.312500 Penalty: 4623.963867
	Iteration 18Q: 3 clusters Score -1022109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1022117.812500 Penalty: 4623.963867
	Iteration 19Q: 3 clusters Score -1022118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1022132.500000 Penalty: 4623.963867
	Iteration 20F: 3 clusters Score -1022132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1022148.187500 Penalty: 4623.963867
	Iteration 21Q: 3 clusters Score -1022148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1022154.250000 Penalty: 4623.963867
	Iteration 22Q: 3 clusters Score -1022154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1022158.187500 Penalty: 4623.963867
	Iteration 23Q: 3 clusters Score -1022158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1022162.750000 Penalty: 4623.963867
	Iteration 24Q: 3 clusters Score -1022163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1022169.000000 Penalty: 4623.963867
	Iteration 25Q: 3 clusters Score -1022169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1022175.625000 Penalty: 4623.963867
	Iteration 26Q: 3 clusters Score -1022176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1022190.125000 Penalty: 4623.963867
	Iteration 27Q: 3 clusters Score -1022190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1022195.312500 Penalty: 4623.963867
	Iteration 28Q: 3 clusters Score -1022195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1022200.125000 Penalty: 4623.963867
	Iteration 29Q: 3 clusters Score -1022200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1022207.187500 Penalty: 4623.963867
	Iteration 30Q: 3 clusters Score -1022207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1022210.250000 Penalty: 4623.963867
	Iteration 31Q: 3 clusters Score -1022210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1022217.437500 Penalty: 4623.963867
	Iteration 32Q: 3 clusters Score -1022217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1022221.687500 Penalty: 4623.963867
	Iteration 33Q: 3 clusters Score -1022222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1022223.062500 Penalty: 4623.963867
	Iteration 34Q: 3 clusters Score -1022223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1022225.875000 Penalty: 4623.963867
	Iteration 35Q: 3 clusters Score -1022226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1022225.687500 Penalty: 4623.963867
	Iteration 36Q: 3 clusters Score -1022226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1022230.125000 Penalty: 4623.963867
	Iteration 37Q: 3 clusters Score -1022230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1022228.437500 Penalty: 4623.963867
	Iteration 38Q: 3 clusters Score -1022228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1022229.875000 Penalty: 4623.963867
	Iteration 39Q: 3 clusters Score -1022230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1022230.187500 Penalty: 4623.963867
	Iteration 40F: 3 clusters Score -1022230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1022230.000000 Penalty: 4623.963867
	Iteration 41Q: 3 clusters Score -1022230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1022229.937500 Penalty: 4623.963867
	Iteration 42Q: 3 clusters Score -1022230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1022230.187500 Penalty: 4623.963867
	Iteration 43Q: 3 clusters Score -1022230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1022230.687500 Penalty: 4623.963867
	Iteration 44Q: 3 clusters Score -1022231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1022232.125000 Penalty: 4623.963867
	Iteration 45Q: 3 clusters Score -1022232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1022231.812500 Penalty: 4623.963867
	Iteration 46Q: 3 clusters Score -1022232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1022235.625000 Penalty: 4623.963867
	Iteration 47Q: 3 clusters Score -1022236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1022234.750000 Penalty: 4623.963867
	Iteration 48Q: 3 clusters Score -1022235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1022236.562500 Penalty: 4623.963867
	Iteration 49Q: 3 clusters Score -1022237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1022236.375000 Penalty: 4623.963867
	Iteration 50Q: 3 clusters Score -1022236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1022235.500000 Penalty: 4623.963867
	Iteration 51Q: 3 clusters Score -1022236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1022237.500000 Penalty: 4623.963867
	Iteration 52Q: 3 clusters Score -1022238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1022238.562500 Penalty: 4623.963867
	Iteration 53Q: 3 clusters Score -1022239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1022241.000000 Penalty: 4623.963867
	Iteration 54Q: 3 clusters Score -1022241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1022241.375000 Penalty: 4623.963867
	Iteration 55Q: 3 clusters Score -1022241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1022241.937500 Penalty: 4623.963867
	Iteration 56Q: 3 clusters Score -1022242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1022242.187500 Penalty: 4623.963867
	Iteration 57Q: 3 clusters Score -1022242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1022245.312500 Penalty: 4623.963867
	Iteration 58Q: 3 clusters Score -1022245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1022245.937500 Penalty: 4623.963867
	Iteration 59Q: 3 clusters Score -1022246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1022244.937500 Penalty: 4623.963867
	Iteration 60F: 3 clusters Score -1022245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1022248.562500 Penalty: 4623.963867
	Iteration 61Q: 3 clusters Score -1022249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1022249.875000 Penalty: 4623.963867
	Iteration 62Q: 3 clusters Score -1022250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1022249.187500 Penalty: 4623.963867
	Iteration 63Q: 3 clusters Score -1022249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1022250.250000 Penalty: 4623.963867
	Iteration 64Q: 3 clusters Score -1022250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1022250.750000 Penalty: 4623.963867
	Iteration 65Q: 3 clusters Score -1022251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1022250.750000 Penalty: 4623.963867
	Iteration 66F: 3 clusters Score -1022251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Entering Unmasked Estep 
Score: -1623429.750000 Penalty: 2459.842773
	Iteration 0F: 2 clusters Score -1623430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1609197.375000 Penalty: 4919.685547
	Iteration 0F: 3 clusters Score -1609197 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1614293.125000 Penalty: 4919.685547
	Iteration 1F: 3 clusters Score -1614293 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1615090.750000 Penalty: 4919.685547
	Iteration 2F: 3 clusters Score -1615091 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1616005.750000 Penalty: 4919.685547
	Iteration 3F: 3 clusters Score -1616006 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1617142.750000 Penalty: 4919.685547
	Iteration 4F: 3 clusters Score -1617143 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1618360.250000 Penalty: 4919.685547
	Iteration 5F: 3 clusters Score -1618360 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1619423.125000 Penalty: 4919.685547
	Iteration 6F: 3 clusters Score -1619423 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1620154.250000 Penalty: 4919.685547
	Iteration 7F: 3 clusters Score -1620154 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1620558.250000 Penalty: 4919.685547
	Iteration 8Q: 3 clusters Score -1620558 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1620767.375000 Penalty: 4919.685547
	Iteration 9Q: 3 clusters Score -1620767 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1620855.625000 Penalty: 4919.685547
	Iteration 10Q: 3 clusters Score -1620856 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1620907.625000 Penalty: 4919.685547
	Iteration 11Q: 3 clusters Score -1620908 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1620948.375000 Penalty: 4919.685547
	Iteration 12Q: 3 clusters Score -1620948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1620963.625000 Penalty: 4919.685547
	Iteration 13Q: 3 clusters Score -1620964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1620981.125000 Penalty: 4919.685547
	Iteration 14Q: 3 clusters Score -1620981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1620993.250000 Penalty: 4919.685547
	Iteration 15Q: 3 clusters Score -1620993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1621000.625000 Penalty: 4919.685547
	Iteration 16Q: 3 clusters Score -1621001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1621003.750000 Penalty: 4919.685547
	Iteration 17Q: 3 clusters Score -1621004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1621015.500000 Penalty: 4919.685547
	Iteration 18Q: 3 clusters Score -1621016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1621024.000000 Penalty: 4919.685547
	Iteration 19Q: 3 clusters Score -1621024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1621026.500000 Penalty: 4919.685547
	Iteration 20F: 3 clusters Score -1621026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1621032.875000 Penalty: 4919.685547
	Iteration 21Q: 3 clusters Score -1621033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1621035.250000 Penalty: 4919.685547
	Iteration 22Q: 3 clusters Score -1621035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1621047.500000 Penalty: 4919.685547
	Iteration 23Q: 3 clusters Score -1621048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1621054.000000 Penalty: 4919.685547
	Iteration 24Q: 3 clusters Score -1621054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1621060.375000 Penalty: 4919.685547
	Iteration 25Q: 3 clusters Score -1621060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1621067.875000 Penalty: 4919.685547
	Iteration 26Q: 3 clusters Score -1621068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1621073.500000 Penalty: 4919.685547
	Iteration 27Q: 3 clusters Score -1621074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1621084.625000 Penalty: 4919.685547
	Iteration 28Q: 3 clusters Score -1621085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1621091.000000 Penalty: 4919.685547
	Iteration 29Q: 3 clusters Score -1621091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1621099.750000 Penalty: 4919.685547
	Iteration 30Q: 3 clusters Score -1621100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1621114.500000 Penalty: 4919.685547
	Iteration 31Q: 3 clusters Score -1621114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1621124.875000 Penalty: 4919.685547
	Iteration 32Q: 3 clusters Score -1621125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1621131.750000 Penalty: 4919.685547
	Iteration 33Q: 3 clusters Score -1621132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1621149.250000 Penalty: 4919.685547
	Iteration 34Q: 3 clusters Score -1621149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1621157.000000 Penalty: 4919.685547
	Iteration 35Q: 3 clusters Score -1621157 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1621182.875000 Penalty: 4919.685547
	Iteration 36Q: 3 clusters Score -1621183 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1621202.375000 Penalty: 4919.685547
	Iteration 37Q: 3 clusters Score -1621202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1621238.375000 Penalty: 4919.685547
	Iteration 38Q: 3 clusters Score -1621238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1621265.875000 Penalty: 4919.685547
	Iteration 39Q: 3 clusters Score -1621266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1621291.125000 Penalty: 4919.685547
	Iteration 40F: 3 clusters Score -1621291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1621341.250000 Penalty: 4919.685547
	Iteration 41Q: 3 clusters Score -1621341 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1621384.750000 Penalty: 4919.685547
	Iteration 42Q: 3 clusters Score -1621385 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1621446.625000 Penalty: 4919.685547
	Iteration 43Q: 3 clusters Score -1621447 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1621521.000000 Penalty: 4919.685547
	Iteration 44Q: 3 clusters Score -1621521 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1621596.375000 Penalty: 4919.685547
	Iteration 45Q: 3 clusters Score -1621596 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1621649.750000 Penalty: 4919.685547
	Iteration 46Q: 3 clusters Score -1621650 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1621703.500000 Penalty: 4919.685547
	Iteration 47Q: 3 clusters Score -1621704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1621754.375000 Penalty: 4919.685547
	Iteration 48Q: 3 clusters Score -1621754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1621790.375000 Penalty: 4919.685547
	Iteration 49Q: 3 clusters Score -1621790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1621823.875000 Penalty: 4919.685547
	Iteration 50Q: 3 clusters Score -1621824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1621868.750000 Penalty: 4919.685547
	Iteration 51Q: 3 clusters Score -1621869 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1621901.875000 Penalty: 4919.685547
	Iteration 52Q: 3 clusters Score -1621902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1621931.875000 Penalty: 4919.685547
	Iteration 53Q: 3 clusters Score -1621932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1621958.125000 Penalty: 4919.685547
	Iteration 54Q: 3 clusters Score -1621958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1621971.625000 Penalty: 4919.685547
	Iteration 55Q: 3 clusters Score -1621972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1621986.500000 Penalty: 4919.685547
	Iteration 56Q: 3 clusters Score -1621986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1621994.750000 Penalty: 4919.685547
	Iteration 57Q: 3 clusters Score -1621995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1622006.875000 Penalty: 4919.685547
	Iteration 58Q: 3 clusters Score -1622007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1622018.625000 Penalty: 4919.685547
	Iteration 59Q: 3 clusters Score -1622019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1622028.875000 Penalty: 4919.685547
	Iteration 60F: 3 clusters Score -1622029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1622030.750000 Penalty: 4919.685547
	Iteration 61Q: 3 clusters Score -1622031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1622037.500000 Penalty: 4919.685547
	Iteration 62Q: 3 clusters Score -1622038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1622037.875000 Penalty: 4919.685547
	Iteration 63Q: 3 clusters Score -1622038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1622042.375000 Penalty: 4919.685547
	Iteration 64Q: 3 clusters Score -1622042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1622046.250000 Penalty: 4919.685547
	Iteration 65Q: 3 clusters Score -1622046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1622048.250000 Penalty: 4919.685547
	Iteration 66Q: 3 clusters Score -1622048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1622052.000000 Penalty: 4919.685547
	Iteration 67Q: 3 clusters Score -1622052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1622049.500000 Penalty: 4919.685547
	Iteration 68Q: 3 clusters Score -1622050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1622049.750000 Penalty: 4919.685547
	Iteration 69Q: 3 clusters Score -1622050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1622049.750000 Penalty: 4919.685547
	Iteration 70Q: 3 clusters Score -1622050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1622050.625000 Penalty: 4919.685547
	Iteration 71Q: 3 clusters Score -1622051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1622048.125000 Penalty: 4919.685547
	Iteration 72Q: 3 clusters Score -1622048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1622048.125000 Penalty: 4919.685547
	Iteration 73F: 3 clusters Score -1622048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -766595.375000 Penalty: 2283.742432
	Iteration 0F: 2 clusters Score -766595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -758958.187500 Penalty: 4567.484863
	Iteration 0F: 3 clusters Score -758958.2 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -761453.437500 Penalty: 4567.484863
	Iteration 1F: 3 clusters Score -761453.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -762082.250000 Penalty: 4567.484863
	Iteration 2F: 3 clusters Score -762082.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -762786.937500 Penalty: 4567.484863
	Iteration 3F: 3 clusters Score -762786.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -763585.000000 Penalty: 4567.484863
	Iteration 4F: 3 clusters Score -763585 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -764376.250000 Penalty: 4567.484863
	Iteration 5F: 3 clusters Score -764376.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -765168.375000 Penalty: 4567.484863
	Iteration 6F: 3 clusters Score -765168.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -765860.312500 Penalty: 4567.484863
	Iteration 7F: 3 clusters Score -765860.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -766372.000000 Penalty: 4567.484863
	Iteration 8Q: 3 clusters Score -766372 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -766885.687500 Penalty: 4567.484863
	Iteration 9Q: 3 clusters Score -766885.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -767518.687500 Penalty: 4567.484863
	Iteration 10Q: 3 clusters Score -767518.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -767892.812500 Penalty: 4567.484863
	Iteration 11Q: 3 clusters Score -767892.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -768032.375000 Penalty: 4567.484863
	Iteration 12Q: 3 clusters Score -768032.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -768087.812500 Penalty: 4567.484863
	Iteration 13Q: 3 clusters Score -768087.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -768120.062500 Penalty: 4567.484863
	Iteration 14Q: 3 clusters Score -768120.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -768157.937500 Penalty: 4567.484863
	Iteration 15Q: 3 clusters Score -768157.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -768183.312500 Penalty: 4567.484863
	Iteration 16Q: 3 clusters Score -768183.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -768209.000000 Penalty: 4567.484863
	Iteration 17Q: 3 clusters Score -768209 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -768246.250000 Penalty: 4567.484863
	Iteration 18Q: 3 clusters Score -768246.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -768304.000000 Penalty: 4567.484863
	Iteration 19Q: 3 clusters Score -768304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -768369.000000 Penalty: 4567.484863
	Iteration 20F: 3 clusters Score -768369 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -768441.500000 Penalty: 4567.484863
	Iteration 21Q: 3 clusters Score -768441.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -768540.875000 Penalty: 4567.484863
	Iteration 22Q: 3 clusters Score -768540.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -768703.875000 Penalty: 4567.484863
	Iteration 23Q: 3 clusters Score -768703.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -768959.375000 Penalty: 4567.484863
	Iteration 24Q: 3 clusters Score -768959.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -769263.375000 Penalty: 4567.484863
	Iteration 25Q: 3 clusters Score -769263.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -769589.062500 Penalty: 4567.484863
	Iteration 26Q: 3 clusters Score -769589.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -769801.875000 Penalty: 4567.484863
	Iteration 27Q: 3 clusters Score -769801.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -769888.250000 Penalty: 4567.484863
	Iteration 28Q: 3 clusters Score -769888.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -769905.312500 Penalty: 4567.484863
	Iteration 29Q: 3 clusters Score -769905.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -769910.750000 Penalty: 4567.484863
	Iteration 30Q: 3 clusters Score -769910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -769913.000000 Penalty: 4567.484863
	Iteration 31Q: 3 clusters Score -769913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -769913.375000 Penalty: 4567.484863
	Iteration 32Q: 3 clusters Score -769913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -769917.562500 Penalty: 4567.484863
	Iteration 33F: 3 clusters Score -769917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -769916.812500 Penalty: 4567.484863
	Iteration 34Q: 3 clusters Score -769916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -769916.500000 Penalty: 4567.484863
	Iteration 35Q: 3 clusters Score -769916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -769916.500000 Penalty: 4567.484863
	Iteration 36F: 3 clusters Score -769916.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 4950 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Entering Unmasked Estep 
Score: -150801152.000000 Penalty: 217718.250000
Splitting cluster 16 changes total score from -150798480.000000 to -150801152.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 17 (168356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168356 members 
Entering Unmasked Estep 
Score: -13830243.000000 Penalty: 2984.391357
	Iteration 0F: 2 clusters Score -1.383024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -13717154.000000 Penalty: 5968.782715
	Iteration 0F: 3 clusters Score -1.371715e+07 nChanged 80788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -13764517.000000 Penalty: 5968.782715
	Iteration 1F: 3 clusters Score -1.376452e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -13765715.000000 Penalty: 5968.782715
	Iteration 2Q: 3 clusters Score -1.376572e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -13768011.000000 Penalty: 5968.782715
	Iteration 3Q: 3 clusters Score -1.376801e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -13772301.000000 Penalty: 5968.782715
	Iteration 4F: 3 clusters Score -1.37723e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -13779984.000000 Penalty: 5968.782715
	Iteration 5F: 3 clusters Score -1.377998e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -13792416.000000 Penalty: 5968.782715
	Iteration 6F: 3 clusters Score -1.379242e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147188 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -13806523.000000 Penalty: 5968.782715
	Iteration 7F: 3 clusters Score -1.380652e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -13818118.000000 Penalty: 5968.782715
	Iteration 8F: 3 clusters Score -1.381812e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164980 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -13824373.000000 Penalty: 5968.782715
	Iteration 9Q: 3 clusters Score -1.382437e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13826604.000000 Penalty: 5968.782715
	Iteration 10Q: 3 clusters Score -1.38266e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13827172.000000 Penalty: 5968.782715
	Iteration 11Q: 3 clusters Score -1.382717e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -13827370.000000 Penalty: 5968.782715
	Iteration 12Q: 3 clusters Score -1.382737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168098 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13827439.000000 Penalty: 5968.782715
	Iteration 13Q: 3 clusters Score -1.382744e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13827478.000000 Penalty: 5968.782715
	Iteration 14Q: 3 clusters Score -1.382748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13827526.000000 Penalty: 5968.782715
	Iteration 15Q: 3 clusters Score -1.382753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13827554.000000 Penalty: 5968.782715
	Iteration 16Q: 3 clusters Score -1.382755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13827567.000000 Penalty: 5968.782715
	Iteration 17Q: 3 clusters Score -1.382757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13827574.000000 Penalty: 5968.782715
	Iteration 18Q: 3 clusters Score -1.382757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13827573.000000 Penalty: 5968.782715
	Iteration 19Q: 3 clusters Score -1.382757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168160 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13827573.000000 Penalty: 5968.782715
	Iteration 20F: 3 clusters Score -1.382757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -462807.875000 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -462807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -458423.531250 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -458423.5 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -459673.468750 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -459673.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -460044.531250 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -460044.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -460348.218750 Penalty: 4219.542969
	Iteration 3F: 3 clusters Score -460348.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -460596.187500 Penalty: 4219.542969
	Iteration 4F: 3 clusters Score -460596.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -460842.250000 Penalty: 4219.542969
	Iteration 5F: 3 clusters Score -460842.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -461221.625000 Penalty: 4219.542969
	Iteration 6F: 3 clusters Score -461221.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -461760.093750 Penalty: 4219.542969
	Iteration 7F: 3 clusters Score -461760.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -462495.218750 Penalty: 4219.542969
	Iteration 8F: 3 clusters Score -462495.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -463212.781250 Penalty: 4219.542969
	Iteration 9F: 3 clusters Score -463212.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -463756.937500 Penalty: 4219.542969
	Iteration 10F: 3 clusters Score -463756.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -464071.593750 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -464071.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -464206.718750 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -464206.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -464270.500000 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -464270.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -464302.312500 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -464302.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -464323.875000 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -464323.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -464342.656250 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -464342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -464354.906250 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -464354.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -464360.000000 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -464360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -464362.000000 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -464362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464366.343750 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -464366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464368.625000 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -464368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464370.968750 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -464371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464372.000000 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -464372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -464371.281250 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -464371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464372.281250 Penalty: 4219.542969
	Iteration 25Q: 3 clusters Score -464372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464372.281250 Penalty: 4219.542969
	Iteration 26F: 3 clusters Score -464372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 1347 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Entering Unmasked Estep 
Score: -150801168.000000 Penalty: 221287.406250
Splitting cluster 18 changes total score from -150798480.000000 to -150801168.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -315766.500000 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -315766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -311838.812500 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -311838.8 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -312715.718750 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -312715.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -312880.843750 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -312880.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -312995.312500 Penalty: 4118.169922
	Iteration 3Q: 3 clusters Score -312995.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -313080.750000 Penalty: 4118.169922
	Iteration 4Q: 3 clusters Score -313080.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -313151.812500 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -313151.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -313200.125000 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -313200.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -313248.812500 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -313248.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -313306.187500 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -313306.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -313356.937500 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -313356.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -313419.000000 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -313419 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -313488.906250 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -313488.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -313548.281250 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -313548.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -313599.500000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -313599.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -313656.562500 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -313656.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -313704.593750 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -313704.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -313739.343750 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -313739.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -313763.843750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -313763.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -313785.906250 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -313785.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -313802.562500 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -313802.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -313816.468750 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -313816.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -313829.875000 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -313829.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -313849.250000 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -313849.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -313865.812500 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -313865.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -313890.406250 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -313890.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -313912.281250 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -313912.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -313931.812500 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -313931.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -313942.312500 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -313942.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -313953.843750 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -313953.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -313965.531250 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -313965.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -313978.625000 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -313978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -313992.031250 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -313992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -314002.812500 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -314002.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -314012.625000 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -314012.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -314020.781250 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -314020.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -314026.031250 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -314026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -314029.562500 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -314029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -314032.687500 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -314032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -314035.062500 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -314035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -314035.250000 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -314035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -314035.718750 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -314035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -314035.968750 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -314036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -314037.375000 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -314037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -314037.375000 Penalty: 4118.169922
	Iteration 43F: 3 clusters Score -314037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Entering Unmasked Estep 
Score: -3570162.000000 Penalty: 2655.638672
	Iteration 0F: 2 clusters Score -3570162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3540063.000000 Penalty: 5311.277344
	Iteration 0F: 3 clusters Score -3540063 nChanged 20463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3551491.000000 Penalty: 5311.277344
	Iteration 1F: 3 clusters Score -3551491 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3552464.000000 Penalty: 5311.277344
	Iteration 2F: 3 clusters Score -3552464 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3553654.500000 Penalty: 5311.277344
	Iteration 3F: 3 clusters Score -3553654 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3554973.000000 Penalty: 5311.277344
	Iteration 4F: 3 clusters Score -3554973 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3556526.000000 Penalty: 5311.277344
	Iteration 5F: 3 clusters Score -3556526 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3558346.500000 Penalty: 5311.277344
	Iteration 6F: 3 clusters Score -3558346 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3560191.250000 Penalty: 5311.277344
	Iteration 7F: 3 clusters Score -3560191 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3561835.250000 Penalty: 5311.277344
	Iteration 8F: 3 clusters Score -3561835 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3562995.750000 Penalty: 5311.277344
	Iteration 9Q: 3 clusters Score -3562996 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3563635.250000 Penalty: 5311.277344
	Iteration 10Q: 3 clusters Score -3563635 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3563984.000000 Penalty: 5311.277344
	Iteration 11Q: 3 clusters Score -3563984 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3564190.500000 Penalty: 5311.277344
	Iteration 12Q: 3 clusters Score -3564190 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3564307.500000 Penalty: 5311.277344
	Iteration 13Q: 3 clusters Score -3564308 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3564431.000000 Penalty: 5311.277344
	Iteration 14Q: 3 clusters Score -3564431 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3564533.750000 Penalty: 5311.277344
	Iteration 15Q: 3 clusters Score -3564534 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3564613.000000 Penalty: 5311.277344
	Iteration 16Q: 3 clusters Score -3564613 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3564664.750000 Penalty: 5311.277344
	Iteration 17Q: 3 clusters Score -3564665 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3564714.750000 Penalty: 5311.277344
	Iteration 18Q: 3 clusters Score -3564715 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3564751.250000 Penalty: 5311.277344
	Iteration 19Q: 3 clusters Score -3564751 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3564779.250000 Penalty: 5311.277344
	Iteration 20F: 3 clusters Score -3564779 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3564796.000000 Penalty: 5311.277344
	Iteration 21Q: 3 clusters Score -3564796 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3564804.750000 Penalty: 5311.277344
	Iteration 22Q: 3 clusters Score -3564805 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3564838.750000 Penalty: 5311.277344
	Iteration 23Q: 3 clusters Score -3564839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3564870.250000 Penalty: 5311.277344
	Iteration 24Q: 3 clusters Score -3564870 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3564878.750000 Penalty: 5311.277344
	Iteration 25Q: 3 clusters Score -3564879 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3564897.250000 Penalty: 5311.277344
	Iteration 26Q: 3 clusters Score -3564897 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3564931.000000 Penalty: 5311.277344
	Iteration 27Q: 3 clusters Score -3564931 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3564967.000000 Penalty: 5311.277344
	Iteration 28Q: 3 clusters Score -3564967 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3565007.750000 Penalty: 5311.277344
	Iteration 29Q: 3 clusters Score -3565008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3565036.000000 Penalty: 5311.277344
	Iteration 30Q: 3 clusters Score -3565036 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3565059.500000 Penalty: 5311.277344
	Iteration 31Q: 3 clusters Score -3565060 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3565089.250000 Penalty: 5311.277344
	Iteration 32Q: 3 clusters Score -3565089 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3565126.500000 Penalty: 5311.277344
	Iteration 33Q: 3 clusters Score -3565126 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3565164.750000 Penalty: 5311.277344
	Iteration 34Q: 3 clusters Score -3565165 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3565247.000000 Penalty: 5311.277344
	Iteration 35Q: 3 clusters Score -3565247 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3565308.250000 Penalty: 5311.277344
	Iteration 36Q: 3 clusters Score -3565308 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3565370.000000 Penalty: 5311.277344
	Iteration 37Q: 3 clusters Score -3565370 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3565471.500000 Penalty: 5311.277344
	Iteration 38Q: 3 clusters Score -3565472 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -3565562.000000 Penalty: 5311.277344
	Iteration 39Q: 3 clusters Score -3565562 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3565663.000000 Penalty: 5311.277344
	Iteration 40F: 3 clusters Score -3565663 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3565750.000000 Penalty: 5311.277344
	Iteration 41Q: 3 clusters Score -3565750 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3565861.750000 Penalty: 5311.277344
	Iteration 42Q: 3 clusters Score -3565862 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3565992.000000 Penalty: 5311.277344
	Iteration 43Q: 3 clusters Score -3565992 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3566096.750000 Penalty: 5311.277344
	Iteration 44Q: 3 clusters Score -3566097 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3566193.750000 Penalty: 5311.277344
	Iteration 45Q: 3 clusters Score -3566194 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3566327.250000 Penalty: 5311.277344
	Iteration 46Q: 3 clusters Score -3566327 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -3566431.000000 Penalty: 5311.277344
	Iteration 47Q: 3 clusters Score -3566431 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3566527.000000 Penalty: 5311.277344
	Iteration 48Q: 3 clusters Score -3566527 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -3566585.500000 Penalty: 5311.277344
	Iteration 49Q: 3 clusters Score -3566586 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3566671.250000 Penalty: 5311.277344
	Iteration 50Q: 3 clusters Score -3566671 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -3566756.250000 Penalty: 5311.277344
	Iteration 51Q: 3 clusters Score -3566756 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -3566819.000000 Penalty: 5311.277344
	Iteration 52Q: 3 clusters Score -3566819 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -3566873.000000 Penalty: 5311.277344
	Iteration 53Q: 3 clusters Score -3566873 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3566916.250000 Penalty: 5311.277344
	Iteration 54Q: 3 clusters Score -3566916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3566953.750000 Penalty: 5311.277344
	Iteration 55Q: 3 clusters Score -3566954 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3566984.750000 Penalty: 5311.277344
	Iteration 56Q: 3 clusters Score -3566985 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3567002.250000 Penalty: 5311.277344
	Iteration 57Q: 3 clusters Score -3567002 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3567039.500000 Penalty: 5311.277344
	Iteration 58Q: 3 clusters Score -3567040 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -3567069.000000 Penalty: 5311.277344
	Iteration 59Q: 3 clusters Score -3567069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3567098.750000 Penalty: 5311.277344
	Iteration 60F: 3 clusters Score -3567099 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -3567123.000000 Penalty: 5311.277344
	Iteration 61Q: 3 clusters Score -3567123 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3567155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3567184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3567196 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3567204 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3567235 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3567264 nChanged 143
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Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3567284 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3567307 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3567326 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3567342 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3567367 nChanged 124
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Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3567403 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3567412 nChanged 108
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Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3567428 nChanged 114
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Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3567443 nChanged 109
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Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3567444 nChanged 88
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3567452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3567460 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3567474 nChanged 73
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3567491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3567502.750000 Penalty: 5311.277344
	Iteration 82Q: 3 clusters Score -3567503 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3567504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -3567520.250000 Penalty: 5311.277344
	Iteration 84Q: 3 clusters Score -3567520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -3567523.250000 Penalty: 5311.277344
	Iteration 85Q: 3 clusters Score -3567523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3567537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3567544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3567542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3567558 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3567562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3567580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3567588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3567594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3567599 nChanged 46
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Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3567601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3567606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -3567622.500000 Penalty: 5311.277344
	Iteration 97Q: 3 clusters Score -3567622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -3567631.750000 Penalty: 5311.277344
	Iteration 98Q: 3 clusters Score -3567632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3567648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -3567651.500000 Penalty: 5311.277344
	Iteration 100F: 3 clusters Score -3567652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3567662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3567682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3567682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -3567691.000000 Penalty: 5311.277344
	Iteration 104Q: 3 clusters Score -3567691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3567708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3567720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3567720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -3567725.250000 Penalty: 5311.277344
	Iteration 108Q: 3 clusters Score -3567725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -3567727.000000 Penalty: 5311.277344
	Iteration 109Q: 3 clusters Score -3567727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3567733 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3567733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -3567738.750000 Penalty: 5311.277344
	Iteration 112Q: 3 clusters Score -3567739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -3567757.000000 Penalty: 5311.277344
	Iteration 113Q: 3 clusters Score -3567757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3567768 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3567782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3567788 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3567792 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3567794 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -3567811.000000 Penalty: 5311.277344
	Iteration 119Q: 3 clusters Score -3567811 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -3567812.750000 Penalty: 5311.277344
	Iteration 120F: 3 clusters Score -3567813 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3567820 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3567828 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3567842 nChanged 48
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Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3567857 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3567868 nChanged 51
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3567872 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3567871 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -3567882.250000 Penalty: 5311.277344
	Iteration 128Q: 3 clusters Score -3567882 nChanged 55
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Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 41542 members 
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	Iteration 129Q: 3 clusters Score -3567892 nChanged 47
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Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3567906 nChanged 57
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Mstep: Class 1 contains 3080 members 
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	Iteration 131Q: 3 clusters Score -3567900 nChanged 55
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Mstep: Class 1 contains 3027 members 
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Entering Unmasked Estep 
Score: -3567916.250000 Penalty: 5311.277344
	Iteration 132Q: 3 clusters Score -3567916 nChanged 55
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Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3567921 nChanged 61
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Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -3567951.250000 Penalty: 5311.277344
	Iteration 134Q: 3 clusters Score -3567951 nChanged 54
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -3567958.000000 Penalty: 5311.277344
	Iteration 135Q: 3 clusters Score -3567958 nChanged 49
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Mstep: Class 1 contains 2814 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3567976 nChanged 47
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3567989 nChanged 41
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Mstep: Class 1 contains 2726 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3567997 nChanged 45
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Mstep: Class 1 contains 2681 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3568012 nChanged 41
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Entering Unmasked Estep 
Score: -3568026.500000 Penalty: 5311.277344
	Iteration 140F: 3 clusters Score -3568026 nChanged 40
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Mstep: Class 1 contains 2602 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3568034 nChanged 30
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Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3568038 nChanged 33
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Mstep: Class 1 contains 2539 members 
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Entering Unmasked Estep 
Score: -3568045.250000 Penalty: 5311.277344
	Iteration 143Q: 3 clusters Score -3568045 nChanged 16
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Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -3568051.250000 Penalty: 5311.277344
	Iteration 144Q: 3 clusters Score -3568051 nChanged 28
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Mstep: Class 1 contains 2495 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3568055 nChanged 29
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Mstep: Class 1 contains 2468 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3568052 nChanged 31
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3568064 nChanged 25
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Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3568072 nChanged 17
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Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3568070 nChanged 20
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Mstep: Class 1 contains 2379 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3568075 nChanged 19
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Mstep: Class 1 contains 2360 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3568072 nChanged 19
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Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3568076 nChanged 18
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Mstep: Class 1 contains 2327 members 
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Entering Unmasked Estep 
Score: -3568078.250000 Penalty: 5311.277344
	Iteration 153Q: 3 clusters Score -3568078 nChanged 15
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Entering Unmasked Estep 
Score: -3568083.000000 Penalty: 5311.277344
	Iteration 154Q: 3 clusters Score -3568083 nChanged 14
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Entering Unmasked Estep 
Score: -3568087.000000 Penalty: 5311.277344
	Iteration 155Q: 3 clusters Score -3568087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -3568092.000000 Penalty: 5311.277344
	Iteration 156Q: 3 clusters Score -3568092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -3568081.750000 Penalty: 5311.277344
	Iteration 157Q: 3 clusters Score -3568082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -3568081.750000 Penalty: 5311.277344
	Iteration 158Q: 3 clusters Score -3568082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -3568085.500000 Penalty: 5311.277344
	Iteration 159Q: 3 clusters Score -3568086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -3568089.000000 Penalty: 5311.277344
	Iteration 160F: 3 clusters Score -3568089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -3568086.750000 Penalty: 5311.277344
	Iteration 161Q: 3 clusters Score -3568087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -3568094.250000 Penalty: 5311.277344
	Iteration 162Q: 3 clusters Score -3568094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -3568099.250000 Penalty: 5311.277344
	Iteration 163Q: 3 clusters Score -3568099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -3568093.750000 Penalty: 5311.277344
	Iteration 164Q: 3 clusters Score -3568094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -3568099.500000 Penalty: 5311.277344
	Iteration 165Q: 3 clusters Score -3568100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -3568096.750000 Penalty: 5311.277344
	Iteration 166Q: 3 clusters Score -3568097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -3568097.750000 Penalty: 5311.277344
	Iteration 167Q: 3 clusters Score -3568098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -3568104.000000 Penalty: 5311.277344
	Iteration 168Q: 3 clusters Score -3568104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -3568103.750000 Penalty: 5311.277344
	Iteration 169Q: 3 clusters Score -3568104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -3568101.000000 Penalty: 5311.277344
	Iteration 170Q: 3 clusters Score -3568101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -3568102.000000 Penalty: 5311.277344
	Iteration 171Q: 3 clusters Score -3568102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -3568099.250000 Penalty: 5311.277344
	Iteration 172Q: 3 clusters Score -3568099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -3568099.250000 Penalty: 5311.277344
	Iteration 173F: 3 clusters Score -3568099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Entering Unmasked Estep 
Score: -2653757.750000 Penalty: 2585.587891
	Iteration 0F: 2 clusters Score -2653758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2630798.000000 Penalty: 5171.175781
	Iteration 0F: 3 clusters Score -2630798 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2639263.500000 Penalty: 5171.175781
	Iteration 1F: 3 clusters Score -2639264 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2639825.250000 Penalty: 5171.175781
	Iteration 2Q: 3 clusters Score -2639825 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2640307.500000 Penalty: 5171.175781
	Iteration 3Q: 3 clusters Score -2640308 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2640827.250000 Penalty: 5171.175781
	Iteration 4Q: 3 clusters Score -2640827 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2641452.250000 Penalty: 5171.175781
	Iteration 5Q: 3 clusters Score -2641452 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2642283.250000 Penalty: 5171.175781
	Iteration 6Q: 3 clusters Score -2642283 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2643437.250000 Penalty: 5171.175781
	Iteration 7F: 3 clusters Score -2643437 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2644955.750000 Penalty: 5171.175781
	Iteration 8F: 3 clusters Score -2644956 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2646490.500000 Penalty: 5171.175781
	Iteration 9F: 3 clusters Score -2646490 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2647805.500000 Penalty: 5171.175781
	Iteration 10F: 3 clusters Score -2647806 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2648684.750000 Penalty: 5171.175781
	Iteration 11Q: 3 clusters Score -2648685 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2649230.750000 Penalty: 5171.175781
	Iteration 12Q: 3 clusters Score -2649231 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2649564.000000 Penalty: 5171.175781
	Iteration 13Q: 3 clusters Score -2649564 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2649775.500000 Penalty: 5171.175781
	Iteration 14Q: 3 clusters Score -2649776 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -2649944.250000 Penalty: 5171.175781
	Iteration 15Q: 3 clusters Score -2649944 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -2650046.000000 Penalty: 5171.175781
	Iteration 16Q: 3 clusters Score -2650046 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2650146.500000 Penalty: 5171.175781
	Iteration 17Q: 3 clusters Score -2650146 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -2650220.750000 Penalty: 5171.175781
	Iteration 18Q: 3 clusters Score -2650221 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2650268.750000 Penalty: 5171.175781
	Iteration 19Q: 3 clusters Score -2650269 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -2650333.500000 Penalty: 5171.175781
	Iteration 20F: 3 clusters Score -2650334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -2650387.750000 Penalty: 5171.175781
	Iteration 21Q: 3 clusters Score -2650388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2650438.750000 Penalty: 5171.175781
	Iteration 22Q: 3 clusters Score -2650439 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2650474.750000 Penalty: 5171.175781
	Iteration 23Q: 3 clusters Score -2650475 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2650512.750000 Penalty: 5171.175781
	Iteration 24Q: 3 clusters Score -2650513 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -2650548.000000 Penalty: 5171.175781
	Iteration 25Q: 3 clusters Score -2650548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2650576.250000 Penalty: 5171.175781
	Iteration 26Q: 3 clusters Score -2650576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -2650604.250000 Penalty: 5171.175781
	Iteration 27Q: 3 clusters Score -2650604 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -2650629.250000 Penalty: 5171.175781
	Iteration 28Q: 3 clusters Score -2650629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2650652.500000 Penalty: 5171.175781
	Iteration 29Q: 3 clusters Score -2650652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2650694.250000 Penalty: 5171.175781
	Iteration 30Q: 3 clusters Score -2650694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -2650728.750000 Penalty: 5171.175781
	Iteration 31Q: 3 clusters Score -2650729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -2650747.250000 Penalty: 5171.175781
	Iteration 32Q: 3 clusters Score -2650747 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -2650785.500000 Penalty: 5171.175781
	Iteration 33Q: 3 clusters Score -2650786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2650809.250000 Penalty: 5171.175781
	Iteration 34Q: 3 clusters Score -2650809 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -2650836.500000 Penalty: 5171.175781
	Iteration 35Q: 3 clusters Score -2650836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -2650861.250000 Penalty: 5171.175781
	Iteration 36Q: 3 clusters Score -2650861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2650887.500000 Penalty: 5171.175781
	Iteration 37Q: 3 clusters Score -2650888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -2650906.000000 Penalty: 5171.175781
	Iteration 38Q: 3 clusters Score -2650906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -2650918.250000 Penalty: 5171.175781
	Iteration 39Q: 3 clusters Score -2650918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -2650946.500000 Penalty: 5171.175781
	Iteration 40F: 3 clusters Score -2650946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -2650971.750000 Penalty: 5171.175781
	Iteration 41Q: 3 clusters Score -2650972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -2650977.500000 Penalty: 5171.175781
	Iteration 42Q: 3 clusters Score -2650978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2650985.750000 Penalty: 5171.175781
	Iteration 43Q: 3 clusters Score -2650986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -2650997.750000 Penalty: 5171.175781
	Iteration 44Q: 3 clusters Score -2650998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -2651007.500000 Penalty: 5171.175781
	Iteration 45Q: 3 clusters Score -2651008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2651023.500000 Penalty: 5171.175781
	Iteration 46Q: 3 clusters Score -2651024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -2651045.000000 Penalty: 5171.175781
	Iteration 47Q: 3 clusters Score -2651045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -2651067.000000 Penalty: 5171.175781
	Iteration 48Q: 3 clusters Score -2651067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -2651083.000000 Penalty: 5171.175781
	Iteration 49Q: 3 clusters Score -2651083 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -2651110.500000 Penalty: 5171.175781
	Iteration 50Q: 3 clusters Score -2651110 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -2651145.250000 Penalty: 5171.175781
	Iteration 51Q: 3 clusters Score -2651145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -2651166.250000 Penalty: 5171.175781
	Iteration 52Q: 3 clusters Score -2651166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -2651189.000000 Penalty: 5171.175781
	Iteration 53Q: 3 clusters Score -2651189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -2651222.000000 Penalty: 5171.175781
	Iteration 54Q: 3 clusters Score -2651222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -2651243.500000 Penalty: 5171.175781
	Iteration 55Q: 3 clusters Score -2651244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -2651280.250000 Penalty: 5171.175781
	Iteration 56Q: 3 clusters Score -2651280 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -2651325.500000 Penalty: 5171.175781
	Iteration 57Q: 3 clusters Score -2651326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2651367.000000 Penalty: 5171.175781
	Iteration 58Q: 3 clusters Score -2651367 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -2651398.500000 Penalty: 5171.175781
	Iteration 59Q: 3 clusters Score -2651398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2651421.750000 Penalty: 5171.175781
	Iteration 60F: 3 clusters Score -2651422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -2651446.500000 Penalty: 5171.175781
	Iteration 61Q: 3 clusters Score -2651446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -2651481.500000 Penalty: 5171.175781
	Iteration 62Q: 3 clusters Score -2651482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -2651524.250000 Penalty: 5171.175781
	Iteration 63Q: 3 clusters Score -2651524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -2651591.000000 Penalty: 5171.175781
	Iteration 64Q: 3 clusters Score -2651591 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -2651698.000000 Penalty: 5171.175781
	Iteration 65Q: 3 clusters Score -2651698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -2651869.750000 Penalty: 5171.175781
	Iteration 66Q: 3 clusters Score -2651870 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -2652022.750000 Penalty: 5171.175781
	Iteration 67Q: 3 clusters Score -2652023 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -2652124.750000 Penalty: 5171.175781
	Iteration 68Q: 3 clusters Score -2652125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -2652187.250000 Penalty: 5171.175781
	Iteration 69Q: 3 clusters Score -2652187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -2652221.750000 Penalty: 5171.175781
	Iteration 70Q: 3 clusters Score -2652222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -2652240.750000 Penalty: 5171.175781
	Iteration 71Q: 3 clusters Score -2652241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -2652255.750000 Penalty: 5171.175781
	Iteration 72Q: 3 clusters Score -2652256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -2652267.500000 Penalty: 5171.175781
	Iteration 73Q: 3 clusters Score -2652268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -2652273.000000 Penalty: 5171.175781
	Iteration 74Q: 3 clusters Score -2652273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -2652289.250000 Penalty: 5171.175781
	Iteration 75Q: 3 clusters Score -2652289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -2652294.750000 Penalty: 5171.175781
	Iteration 76Q: 3 clusters Score -2652295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -2652296.750000 Penalty: 5171.175781
	Iteration 77Q: 3 clusters Score -2652297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -2652294.250000 Penalty: 5171.175781
	Iteration 78Q: 3 clusters Score -2652294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -2652296.000000 Penalty: 5171.175781
	Iteration 79Q: 3 clusters Score -2652296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -2652301.250000 Penalty: 5171.175781
	Iteration 80F: 3 clusters Score -2652301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -2652308.000000 Penalty: 5171.175781
	Iteration 81Q: 3 clusters Score -2652308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -2652306.000000 Penalty: 5171.175781
	Iteration 82Q: 3 clusters Score -2652306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -2652312.000000 Penalty: 5171.175781
	Iteration 83Q: 3 clusters Score -2652312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -2652311.500000 Penalty: 5171.175781
	Iteration 84Q: 3 clusters Score -2652312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2652313.000000 Penalty: 5171.175781
	Iteration 85Q: 3 clusters Score -2652313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -2652315.500000 Penalty: 5171.175781
	Iteration 86Q: 3 clusters Score -2652316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2652315.750000 Penalty: 5171.175781
	Iteration 87Q: 3 clusters Score -2652316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2652315.750000 Penalty: 5171.175781
	Iteration 88F: 3 clusters Score -2652316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Entering Unmasked Estep 
Score: -4043960.500000 Penalty: 2683.438965
	Iteration 0F: 2 clusters Score -4043960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4010172.750000 Penalty: 5366.877930
	Iteration 0F: 3 clusters Score -4010173 nChanged 23190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4023410.500000 Penalty: 5366.877930
	Iteration 1F: 3 clusters Score -4023410 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4024109.000000 Penalty: 5366.877930
	Iteration 2Q: 3 clusters Score -4024109 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4024727.750000 Penalty: 5366.877930
	Iteration 3Q: 3 clusters Score -4024728 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4025420.750000 Penalty: 5366.877930
	Iteration 4Q: 3 clusters Score -4025421 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4026275.000000 Penalty: 5366.877930
	Iteration 5Q: 3 clusters Score -4026275 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4027503.000000 Penalty: 5366.877930
	Iteration 6Q: 3 clusters Score -4027503 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4029300.500000 Penalty: 5366.877930
	Iteration 7F: 3 clusters Score -4029300 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -4031726.750000 Penalty: 5366.877930
	Iteration 8F: 3 clusters Score -4031727 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -4034587.250000 Penalty: 5366.877930
	Iteration 9F: 3 clusters Score -4034587 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -4037279.750000 Penalty: 5366.877930
	Iteration 10F: 3 clusters Score -4037280 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -4039156.750000 Penalty: 5366.877930
	Iteration 11Q: 3 clusters Score -4039157 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -4040234.500000 Penalty: 5366.877930
	Iteration 12Q: 3 clusters Score -4040234 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -4040828.250000 Penalty: 5366.877930
	Iteration 13Q: 3 clusters Score -4040828 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -4041210.250000 Penalty: 5366.877930
	Iteration 14Q: 3 clusters Score -4041210 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -4041464.500000 Penalty: 5366.877930
	Iteration 15Q: 3 clusters Score -4041464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -4041630.000000 Penalty: 5366.877930
	Iteration 16Q: 3 clusters Score -4041630 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -4041721.750000 Penalty: 5366.877930
	Iteration 17Q: 3 clusters Score -4041722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -4041772.750000 Penalty: 5366.877930
	Iteration 18Q: 3 clusters Score -4041773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -4041801.250000 Penalty: 5366.877930
	Iteration 19Q: 3 clusters Score -4041801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -4041811.500000 Penalty: 5366.877930
	Iteration 20F: 3 clusters Score -4041812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -4041820.250000 Penalty: 5366.877930
	Iteration 21Q: 3 clusters Score -4041820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4041828.500000 Penalty: 5366.877930
	Iteration 22Q: 3 clusters Score -4041828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -4041845.000000 Penalty: 5366.877930
	Iteration 23Q: 3 clusters Score -4041845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -4041860.000000 Penalty: 5366.877930
	Iteration 24Q: 3 clusters Score -4041860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -4041876.500000 Penalty: 5366.877930
	Iteration 25Q: 3 clusters Score -4041876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -4041880.750000 Penalty: 5366.877930
	Iteration 26Q: 3 clusters Score -4041881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -4041881.250000 Penalty: 5366.877930
	Iteration 27Q: 3 clusters Score -4041881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -4041884.000000 Penalty: 5366.877930
	Iteration 28Q: 3 clusters Score -4041884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -4041891.000000 Penalty: 5366.877930
	Iteration 29Q: 3 clusters Score -4041891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -4041898.500000 Penalty: 5366.877930
	Iteration 30Q: 3 clusters Score -4041898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -4041896.000000 Penalty: 5366.877930
	Iteration 31Q: 3 clusters Score -4041896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -4041899.500000 Penalty: 5366.877930
	Iteration 32Q: 3 clusters Score -4041900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -4041908.750000 Penalty: 5366.877930
	Iteration 33Q: 3 clusters Score -4041909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -4041913.000000 Penalty: 5366.877930
	Iteration 34Q: 3 clusters Score -4041913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -4041908.500000 Penalty: 5366.877930
	Iteration 35Q: 3 clusters Score -4041908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -4041911.000000 Penalty: 5366.877930
	Iteration 36Q: 3 clusters Score -4041911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -4041917.500000 Penalty: 5366.877930
	Iteration 37Q: 3 clusters Score -4041918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -4041920.250000 Penalty: 5366.877930
	Iteration 38Q: 3 clusters Score -4041920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -4041932.250000 Penalty: 5366.877930
	Iteration 39Q: 3 clusters Score -4041932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -4041930.500000 Penalty: 5366.877930
	Iteration 40F: 3 clusters Score -4041930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -4041936.750000 Penalty: 5366.877930
	Iteration 41Q: 3 clusters Score -4041937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -4041939.000000 Penalty: 5366.877930
	Iteration 42Q: 3 clusters Score -4041939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -4041937.000000 Penalty: 5366.877930
	Iteration 43Q: 3 clusters Score -4041937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -4041940.000000 Penalty: 5366.877930
	Iteration 44Q: 3 clusters Score -4041940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -4041942.500000 Penalty: 5366.877930
	Iteration 45Q: 3 clusters Score -4041942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -4041945.500000 Penalty: 5366.877930
	Iteration 46Q: 3 clusters Score -4041946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -4041945.000000 Penalty: 5366.877930
	Iteration 47Q: 3 clusters Score -4041945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -4041941.500000 Penalty: 5366.877930
	Iteration 48Q: 3 clusters Score -4041942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -4041941.500000 Penalty: 5366.877930
	Iteration 49F: 3 clusters Score -4041942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Entering Unmasked Estep 
Score: -3529099.000000 Penalty: 2648.465820
	Iteration 0F: 2 clusters Score -3529099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3499799.500000 Penalty: 5296.931641
	Iteration 0F: 3 clusters Score -3499800 nChanged 19857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3510798.250000 Penalty: 5296.931641
	Iteration 1F: 3 clusters Score -3510798 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3511406.750000 Penalty: 5296.931641
	Iteration 2Q: 3 clusters Score -3511407 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3511967.000000 Penalty: 5296.931641
	Iteration 3Q: 3 clusters Score -3511967 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3512647.000000 Penalty: 5296.931641
	Iteration 4Q: 3 clusters Score -3512647 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3513561.500000 Penalty: 5296.931641
	Iteration 5Q: 3 clusters Score -3513562 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3514883.750000 Penalty: 5296.931641
	Iteration 6F: 3 clusters Score -3514884 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3516855.000000 Penalty: 5296.931641
	Iteration 7F: 3 clusters Score -3516855 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -3519468.500000 Penalty: 5296.931641
	Iteration 8F: 3 clusters Score -3519468 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3522199.750000 Penalty: 5296.931641
	Iteration 9F: 3 clusters Score -3522200 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3524283.500000 Penalty: 5296.931641
	Iteration 10F: 3 clusters Score -3524284 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3525555.000000 Penalty: 5296.931641
	Iteration 11Q: 3 clusters Score -3525555 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3526188.250000 Penalty: 5296.931641
	Iteration 12Q: 3 clusters Score -3526188 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3526564.250000 Penalty: 5296.931641
	Iteration 13Q: 3 clusters Score -3526564 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3526771.250000 Penalty: 5296.931641
	Iteration 14Q: 3 clusters Score -3526771 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3526879.000000 Penalty: 5296.931641
	Iteration 15Q: 3 clusters Score -3526879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3526965.250000 Penalty: 5296.931641
	Iteration 16Q: 3 clusters Score -3526965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3527029.000000 Penalty: 5296.931641
	Iteration 17Q: 3 clusters Score -3527029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3527067.000000 Penalty: 5296.931641
	Iteration 18Q: 3 clusters Score -3527067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3527094.750000 Penalty: 5296.931641
	Iteration 19Q: 3 clusters Score -3527095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3527107.500000 Penalty: 5296.931641
	Iteration 20F: 3 clusters Score -3527108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3527112.250000 Penalty: 5296.931641
	Iteration 21Q: 3 clusters Score -3527112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3527122.250000 Penalty: 5296.931641
	Iteration 22Q: 3 clusters Score -3527122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3527130.500000 Penalty: 5296.931641
	Iteration 23Q: 3 clusters Score -3527130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3527126.250000 Penalty: 5296.931641
	Iteration 24Q: 3 clusters Score -3527126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3527126.500000 Penalty: 5296.931641
	Iteration 25Q: 3 clusters Score -3527126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3527131.500000 Penalty: 5296.931641
	Iteration 26Q: 3 clusters Score -3527132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3527132.500000 Penalty: 5296.931641
	Iteration 27Q: 3 clusters Score -3527132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3527135.500000 Penalty: 5296.931641
	Iteration 28Q: 3 clusters Score -3527136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3527141.750000 Penalty: 5296.931641
	Iteration 29Q: 3 clusters Score -3527142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3527145.000000 Penalty: 5296.931641
	Iteration 30Q: 3 clusters Score -3527145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3527149.000000 Penalty: 5296.931641
	Iteration 31Q: 3 clusters Score -3527149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3527149.250000 Penalty: 5296.931641
	Iteration 32Q: 3 clusters Score -3527149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3527150.500000 Penalty: 5296.931641
	Iteration 33Q: 3 clusters Score -3527150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3527150.250000 Penalty: 5296.931641
	Iteration 34Q: 3 clusters Score -3527150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3527150.250000 Penalty: 5296.931641
	Iteration 35F: 3 clusters Score -3527150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -439682.937500 Penalty: 2148.386963
	Iteration 0F: 2 clusters Score -439682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -434675.531250 Penalty: 4296.773926
	Iteration 0F: 3 clusters Score -434675.5 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -436006.468750 Penalty: 4296.773926
	Iteration 1F: 3 clusters Score -436006.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -436310.281250 Penalty: 4296.773926
	Iteration 2F: 3 clusters Score -436310.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -436590.000000 Penalty: 4296.773926
	Iteration 3F: 3 clusters Score -436590 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -436945.000000 Penalty: 4296.773926
	Iteration 4F: 3 clusters Score -436945 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -437361.343750 Penalty: 4296.773926
	Iteration 5F: 3 clusters Score -437361.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -437870.406250 Penalty: 4296.773926
	Iteration 6F: 3 clusters Score -437870.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -438355.562500 Penalty: 4296.773926
	Iteration 7F: 3 clusters Score -438355.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -438715.187500 Penalty: 4296.773926
	Iteration 8F: 3 clusters Score -438715.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -438942.125000 Penalty: 4296.773926
	Iteration 9Q: 3 clusters Score -438942.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -439112.156250 Penalty: 4296.773926
	Iteration 10Q: 3 clusters Score -439112.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -439184.625000 Penalty: 4296.773926
	Iteration 11Q: 3 clusters Score -439184.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -439215.562500 Penalty: 4296.773926
	Iteration 12Q: 3 clusters Score -439215.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -439230.031250 Penalty: 4296.773926
	Iteration 13Q: 3 clusters Score -439230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -439237.468750 Penalty: 4296.773926
	Iteration 14Q: 3 clusters Score -439237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -439241.343750 Penalty: 4296.773926
	Iteration 15Q: 3 clusters Score -439241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -439242.750000 Penalty: 4296.773926
	Iteration 16Q: 3 clusters Score -439242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -439243.093750 Penalty: 4296.773926
	Iteration 17Q: 3 clusters Score -439243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -439243.093750 Penalty: 4296.773926
	Iteration 18F: 3 clusters Score -439243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -116531.007812 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -116531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -114496.750000 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -114496.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -115322.000000 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -115322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -115808.671875 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -115808.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -116217.164062 Penalty: 3573.995117
	Iteration 3F: 3 clusters Score -116217.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116443.546875 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -116443.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -116533.593750 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -116533.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -116578.351562 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -116578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116602.742188 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -116602.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116619.289062 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -116619.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116629.398438 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -116629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116636.273438 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -116636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -116639.070312 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -116639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116642.164062 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -116642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116644.273438 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -116644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -116648.531250 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -116648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -116649.539062 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -116649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116651.984375 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -116652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116653.281250 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -116653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -116654.070312 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -116654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116654.585938 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -116654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -116654.585938 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -116654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 26362 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Entering Unmasked Estep 
Score: -150799408.000000 Penalty: 224856.562500
Splitting cluster 25 changes total score from -150798480.000000 to -150799408.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 26 (142074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Entering Unmasked Estep 
Score: -13884287.000000 Penalty: 2942.297607
	Iteration 0F: 2 clusters Score -1.388429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -13796151.000000 Penalty: 5884.595215
	Iteration 0F: 3 clusters Score -1.379615e+07 nChanged 67765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -13836686.000000 Penalty: 5884.595215
	Iteration 1F: 3 clusters Score -1.383669e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -13838302.000000 Penalty: 5884.595215
	Iteration 2Q: 3 clusters Score -1.38383e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -13840754.000000 Penalty: 5884.595215
	Iteration 3Q: 3 clusters Score -1.384075e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -13843916.000000 Penalty: 5884.595215
	Iteration 4Q: 3 clusters Score -1.384392e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -13848283.000000 Penalty: 5884.595215
	Iteration 5F: 3 clusters Score -1.384828e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -13854082.000000 Penalty: 5884.595215
	Iteration 6F: 3 clusters Score -1.385408e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -13860148.000000 Penalty: 5884.595215
	Iteration 7F: 3 clusters Score -1.386015e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -13865016.000000 Penalty: 5884.595215
	Iteration 8F: 3 clusters Score -1.386502e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -13867234.000000 Penalty: 5884.595215
	Iteration 9Q: 3 clusters Score -1.386723e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -13868083.000000 Penalty: 5884.595215
	Iteration 10Q: 3 clusters Score -1.386808e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -13868498.000000 Penalty: 5884.595215
	Iteration 11Q: 3 clusters Score -1.38685e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -13868740.000000 Penalty: 5884.595215
	Iteration 12Q: 3 clusters Score -1.386874e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -13868982.000000 Penalty: 5884.595215
	Iteration 13Q: 3 clusters Score -1.386898e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -13869208.000000 Penalty: 5884.595215
	Iteration 14Q: 3 clusters Score -1.386921e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -13869489.000000 Penalty: 5884.595215
	Iteration 15Q: 3 clusters Score -1.386949e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -13869780.000000 Penalty: 5884.595215
	Iteration 16Q: 3 clusters Score -1.386978e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -13870045.000000 Penalty: 5884.595215
	Iteration 17Q: 3 clusters Score -1.387004e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -13870288.000000 Penalty: 5884.595215
	Iteration 18Q: 3 clusters Score -1.387029e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -13870534.000000 Penalty: 5884.595215
	Iteration 19Q: 3 clusters Score -1.387053e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -13870831.000000 Penalty: 5884.595215
	Iteration 20F: 3 clusters Score -1.387083e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -13871159.000000 Penalty: 5884.595215
	Iteration 21Q: 3 clusters Score -1.387116e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -13871475.000000 Penalty: 5884.595215
	Iteration 22Q: 3 clusters Score -1.387148e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -13871876.000000 Penalty: 5884.595215
	Iteration 23Q: 3 clusters Score -1.387188e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -13872322.000000 Penalty: 5884.595215
	Iteration 24Q: 3 clusters Score -1.387232e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -13872643.000000 Penalty: 5884.595215
	Iteration 25Q: 3 clusters Score -1.387264e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -13873013.000000 Penalty: 5884.595215
	Iteration 26Q: 3 clusters Score -1.387301e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -13873491.000000 Penalty: 5884.595215
	Iteration 27Q: 3 clusters Score -1.387349e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -13873952.000000 Penalty: 5884.595215
	Iteration 28Q: 3 clusters Score -1.387395e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -13874392.000000 Penalty: 5884.595215
	Iteration 29Q: 3 clusters Score -1.387439e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -13874949.000000 Penalty: 5884.595215
	Iteration 30Q: 3 clusters Score -1.387495e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -13875392.000000 Penalty: 5884.595215
	Iteration 31Q: 3 clusters Score -1.387539e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110623 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -13875802.000000 Penalty: 5884.595215
	Iteration 32Q: 3 clusters Score -1.38758e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -13876391.000000 Penalty: 5884.595215
	Iteration 33Q: 3 clusters Score -1.387639e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -13876994.000000 Penalty: 5884.595215
	Iteration 34Q: 3 clusters Score -1.387699e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -13877559.000000 Penalty: 5884.595215
	Iteration 35Q: 3 clusters Score -1.387756e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -13878262.000000 Penalty: 5884.595215
	Iteration 36Q: 3 clusters Score -1.387826e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -13878885.000000 Penalty: 5884.595215
	Iteration 37Q: 3 clusters Score -1.387888e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -13879458.000000 Penalty: 5884.595215
	Iteration 38Q: 3 clusters Score -1.387946e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -13880015.000000 Penalty: 5884.595215
	Iteration 39Q: 3 clusters Score -1.388002e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126532 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -13880523.000000 Penalty: 5884.595215
	Iteration 40F: 3 clusters Score -1.388052e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -13880907.000000 Penalty: 5884.595215
	Iteration 41Q: 3 clusters Score -1.388091e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130138 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -13881285.000000 Penalty: 5884.595215
	Iteration 42Q: 3 clusters Score -1.388128e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -13881492.000000 Penalty: 5884.595215
	Iteration 43Q: 3 clusters Score -1.388149e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133007 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -13881706.000000 Penalty: 5884.595215
	Iteration 44Q: 3 clusters Score -1.388171e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -13881836.000000 Penalty: 5884.595215
	Iteration 45Q: 3 clusters Score -1.388184e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135233 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -13881908.000000 Penalty: 5884.595215
	Iteration 46Q: 3 clusters Score -1.388191e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136136 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -13881920.000000 Penalty: 5884.595215
	Iteration 47Q: 3 clusters Score -1.388192e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136874 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -13882048.000000 Penalty: 5884.595215
	Iteration 48Q: 3 clusters Score -1.388205e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137483 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -13882059.000000 Penalty: 5884.595215
	Iteration 49Q: 3 clusters Score -1.388206e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -13882045.000000 Penalty: 5884.595215
	Iteration 50Q: 3 clusters Score -1.388204e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138412 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13882040.000000 Penalty: 5884.595215
	Iteration 51Q: 3 clusters Score -1.388204e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -13882010.000000 Penalty: 5884.595215
	Iteration 52Q: 3 clusters Score -1.388201e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139048 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -13881962.000000 Penalty: 5884.595215
	Iteration 53Q: 3 clusters Score -1.388196e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -13882001.000000 Penalty: 5884.595215
	Iteration 54Q: 3 clusters Score -1.3882e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13882047.000000 Penalty: 5884.595215
	Iteration 55Q: 3 clusters Score -1.388205e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139593 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -13882074.000000 Penalty: 5884.595215
	Iteration 56Q: 3 clusters Score -1.388207e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139696 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13882090.000000 Penalty: 5884.595215
	Iteration 57Q: 3 clusters Score -1.388209e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13882076.000000 Penalty: 5884.595215
	Iteration 58Q: 3 clusters Score -1.388208e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139876 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -13882087.000000 Penalty: 5884.595215
	Iteration 59Q: 3 clusters Score -1.388209e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139966 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13882087.000000 Penalty: 5884.595215
	Iteration 60F: 3 clusters Score -1.388209e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13882109.000000 Penalty: 5884.595215
	Iteration 61Q: 3 clusters Score -1.388211e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140124 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13882099.000000 Penalty: 5884.595215
	Iteration 62Q: 3 clusters Score -1.38821e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13882104.000000 Penalty: 5884.595215
	Iteration 63Q: 3 clusters Score -1.38821e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13882115.000000 Penalty: 5884.595215
	Iteration 64Q: 3 clusters Score -1.388212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140262 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13882100.000000 Penalty: 5884.595215
	Iteration 65Q: 3 clusters Score -1.38821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13882105.000000 Penalty: 5884.595215
	Iteration 66Q: 3 clusters Score -1.38821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140326 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -13882096.000000 Penalty: 5884.595215
	Iteration 67Q: 3 clusters Score -1.38821e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13882127.000000 Penalty: 5884.595215
	Iteration 68Q: 3 clusters Score -1.388213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -13882105.000000 Penalty: 5884.595215
	Iteration 69Q: 3 clusters Score -1.38821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -13882111.000000 Penalty: 5884.595215
	Iteration 70Q: 3 clusters Score -1.388211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140457 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -13882140.000000 Penalty: 5884.595215
	Iteration 71Q: 3 clusters Score -1.388214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13882131.000000 Penalty: 5884.595215
	Iteration 72Q: 3 clusters Score -1.388213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140499 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13882137.000000 Penalty: 5884.595215
	Iteration 73Q: 3 clusters Score -1.388214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13882141.000000 Penalty: 5884.595215
	Iteration 74Q: 3 clusters Score -1.388214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13882148.000000 Penalty: 5884.595215
	Iteration 75Q: 3 clusters Score -1.388215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140552 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13882133.000000 Penalty: 5884.595215
	Iteration 76Q: 3 clusters Score -1.388213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13882146.000000 Penalty: 5884.595215
	Iteration 77Q: 3 clusters Score -1.388215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13882158.000000 Penalty: 5884.595215
	Iteration 78Q: 3 clusters Score -1.388216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140588 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13882159.000000 Penalty: 5884.595215
	Iteration 79Q: 3 clusters Score -1.388216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140598 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13882171.000000 Penalty: 5884.595215
	Iteration 80F: 3 clusters Score -1.388217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140608 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13882169.000000 Penalty: 5884.595215
	Iteration 81Q: 3 clusters Score -1.388217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140620 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13882187.000000 Penalty: 5884.595215
	Iteration 82Q: 3 clusters Score -1.388219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -13882187.000000 Penalty: 5884.595215
	Iteration 83Q: 3 clusters Score -1.388219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140637 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13882174.000000 Penalty: 5884.595215
	Iteration 84Q: 3 clusters Score -1.388217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140639 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13882174.000000 Penalty: 5884.595215
	Iteration 85Q: 3 clusters Score -1.388217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140646 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13882174.000000 Penalty: 5884.595215
	Iteration 86Q: 3 clusters Score -1.388217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140649 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -13882188.000000 Penalty: 5884.595215
	Iteration 87Q: 3 clusters Score -1.388219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13882186.000000 Penalty: 5884.595215
	Iteration 88Q: 3 clusters Score -1.388219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140656 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13882188.000000 Penalty: 5884.595215
	Iteration 89Q: 3 clusters Score -1.388219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140662 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13882184.000000 Penalty: 5884.595215
	Iteration 90Q: 3 clusters Score -1.388218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13882193.000000 Penalty: 5884.595215
	Iteration 91Q: 3 clusters Score -1.388219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140667 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13882203.000000 Penalty: 5884.595215
	Iteration 92Q: 3 clusters Score -1.38822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140669 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13882200.000000 Penalty: 5884.595215
	Iteration 93Q: 3 clusters Score -1.38822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -13882192.000000 Penalty: 5884.595215
	Iteration 94Q: 3 clusters Score -1.388219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140673 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13882200.000000 Penalty: 5884.595215
	Iteration 95Q: 3 clusters Score -1.38822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140676 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13882201.000000 Penalty: 5884.595215
	Iteration 96Q: 3 clusters Score -1.38822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13882212.000000 Penalty: 5884.595215
	Iteration 97Q: 3 clusters Score -1.388221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13882214.000000 Penalty: 5884.595215
	Iteration 98Q: 3 clusters Score -1.388221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13882216.000000 Penalty: 5884.595215
	Iteration 99Q: 3 clusters Score -1.388222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13882217.000000 Penalty: 5884.595215
	Iteration 100F: 3 clusters Score -1.388222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13882223.000000 Penalty: 5884.595215
	Iteration 101Q: 3 clusters Score -1.388222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140684 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13882223.000000 Penalty: 5884.595215
	Iteration 102F: 3 clusters Score -1.388222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -214118.406250 Penalty: 1970.936646
	Iteration 0F: 2 clusters Score -214118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -210959.875000 Penalty: 3941.873291
	Iteration 0F: 3 clusters Score -210959.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -211597.078125 Penalty: 3941.873291
	Iteration 1F: 3 clusters Score -211597.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -211742.953125 Penalty: 3941.873291
	Iteration 2F: 3 clusters Score -211743 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -211837.703125 Penalty: 3941.873291
	Iteration 3Q: 3 clusters Score -211837.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -211909.843750 Penalty: 3941.873291
	Iteration 4Q: 3 clusters Score -211909.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -211965.312500 Penalty: 3941.873291
	Iteration 5Q: 3 clusters Score -211965.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -212010.640625 Penalty: 3941.873291
	Iteration 6Q: 3 clusters Score -212010.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -212040.984375 Penalty: 3941.873291
	Iteration 7Q: 3 clusters Score -212041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -212063.531250 Penalty: 3941.873291
	Iteration 8Q: 3 clusters Score -212063.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -212082.703125 Penalty: 3941.873291
	Iteration 9Q: 3 clusters Score -212082.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -212105.078125 Penalty: 3941.873291
	Iteration 10Q: 3 clusters Score -212105.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -212123.546875 Penalty: 3941.873291
	Iteration 11Q: 3 clusters Score -212123.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -212148.234375 Penalty: 3941.873291
	Iteration 12Q: 3 clusters Score -212148.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -212171.578125 Penalty: 3941.873291
	Iteration 13Q: 3 clusters Score -212171.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -212190.468750 Penalty: 3941.873291
	Iteration 14Q: 3 clusters Score -212190.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -212210.093750 Penalty: 3941.873291
	Iteration 15Q: 3 clusters Score -212210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212230.468750 Penalty: 3941.873291
	Iteration 16Q: 3 clusters Score -212230.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -212252.640625 Penalty: 3941.873291
	Iteration 17Q: 3 clusters Score -212252.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -212277.359375 Penalty: 3941.873291
	Iteration 18Q: 3 clusters Score -212277.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -212307.312500 Penalty: 3941.873291
	Iteration 19Q: 3 clusters Score -212307.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -212330.531250 Penalty: 3941.873291
	Iteration 20F: 3 clusters Score -212330.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -212358.109375 Penalty: 3941.873291
	Iteration 21Q: 3 clusters Score -212358.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -212379.500000 Penalty: 3941.873291
	Iteration 22Q: 3 clusters Score -212379.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -212400.296875 Penalty: 3941.873291
	Iteration 23Q: 3 clusters Score -212400.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -212420.281250 Penalty: 3941.873291
	Iteration 24Q: 3 clusters Score -212420.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -212437.812500 Penalty: 3941.873291
	Iteration 25Q: 3 clusters Score -212437.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -212456.703125 Penalty: 3941.873291
	Iteration 26Q: 3 clusters Score -212456.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -212483.390625 Penalty: 3941.873291
	Iteration 27Q: 3 clusters Score -212483.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -212514.156250 Penalty: 3941.873291
	Iteration 28Q: 3 clusters Score -212514.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -212547.062500 Penalty: 3941.873291
	Iteration 29Q: 3 clusters Score -212547.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -212580.984375 Penalty: 3941.873291
	Iteration 30Q: 3 clusters Score -212581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -212622.796875 Penalty: 3941.873291
	Iteration 31Q: 3 clusters Score -212622.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -212656.421875 Penalty: 3941.873291
	Iteration 32Q: 3 clusters Score -212656.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -212681.250000 Penalty: 3941.873291
	Iteration 33Q: 3 clusters Score -212681.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -212702.593750 Penalty: 3941.873291
	Iteration 34Q: 3 clusters Score -212702.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -212717.093750 Penalty: 3941.873291
	Iteration 35Q: 3 clusters Score -212717.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -212723.359375 Penalty: 3941.873291
	Iteration 36Q: 3 clusters Score -212723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -212728.859375 Penalty: 3941.873291
	Iteration 37Q: 3 clusters Score -212728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -212735.406250 Penalty: 3941.873291
	Iteration 38Q: 3 clusters Score -212735.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -212747.093750 Penalty: 3941.873291
	Iteration 39Q: 3 clusters Score -212747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -212764.375000 Penalty: 3941.873291
	Iteration 40F: 3 clusters Score -212764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -212775.078125 Penalty: 3941.873291
	Iteration 41Q: 3 clusters Score -212775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -212783.375000 Penalty: 3941.873291
	Iteration 42Q: 3 clusters Score -212783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -212792.671875 Penalty: 3941.873291
	Iteration 43Q: 3 clusters Score -212792.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -212813.812500 Penalty: 3941.873291
	Iteration 44Q: 3 clusters Score -212813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -212829.062500 Penalty: 3941.873291
	Iteration 45Q: 3 clusters Score -212829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -212835.765625 Penalty: 3941.873291
	Iteration 46Q: 3 clusters Score -212835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -212843.203125 Penalty: 3941.873291
	Iteration 47Q: 3 clusters Score -212843.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -212854.265625 Penalty: 3941.873291
	Iteration 48Q: 3 clusters Score -212854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -212862.328125 Penalty: 3941.873291
	Iteration 49Q: 3 clusters Score -212862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -212869.656250 Penalty: 3941.873291
	Iteration 50Q: 3 clusters Score -212869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -212874.796875 Penalty: 3941.873291
	Iteration 51Q: 3 clusters Score -212874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -212878.453125 Penalty: 3941.873291
	Iteration 52Q: 3 clusters Score -212878.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -212884.218750 Penalty: 3941.873291
	Iteration 53Q: 3 clusters Score -212884.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -212892.281250 Penalty: 3941.873291
	Iteration 54Q: 3 clusters Score -212892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -212901.640625 Penalty: 3941.873291
	Iteration 55Q: 3 clusters Score -212901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -212905.078125 Penalty: 3941.873291
	Iteration 56Q: 3 clusters Score -212905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -212907.421875 Penalty: 3941.873291
	Iteration 57Q: 3 clusters Score -212907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -212908.140625 Penalty: 3941.873291
	Iteration 58Q: 3 clusters Score -212908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -212909.843750 Penalty: 3941.873291
	Iteration 59Q: 3 clusters Score -212909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -212910.750000 Penalty: 3941.873291
	Iteration 60F: 3 clusters Score -212910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Entering Unmasked Estep 
Score: -1949850.375000 Penalty: 2524.560303
	Iteration 0F: 2 clusters Score -1949850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1931619.125000 Penalty: 5049.120605
	Iteration 0F: 3 clusters Score -1931619 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1938288.375000 Penalty: 5049.120605
	Iteration 1F: 3 clusters Score -1938288 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1938933.875000 Penalty: 5049.120605
	Iteration 2F: 3 clusters Score -1938934 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1939724.875000 Penalty: 5049.120605
	Iteration 3F: 3 clusters Score -1939725 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1940740.500000 Penalty: 5049.120605
	Iteration 4F: 3 clusters Score -1940740 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1942086.625000 Penalty: 5049.120605
	Iteration 5F: 3 clusters Score -1942087 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1943602.625000 Penalty: 5049.120605
	Iteration 6F: 3 clusters Score -1943603 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1944972.750000 Penalty: 5049.120605
	Iteration 7F: 3 clusters Score -1944973 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1946134.125000 Penalty: 5049.120605
	Iteration 8F: 3 clusters Score -1946134 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1947048.250000 Penalty: 5049.120605
	Iteration 9F: 3 clusters Score -1947048 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1947804.500000 Penalty: 5049.120605
	Iteration 10Q: 3 clusters Score -1947804 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1948445.250000 Penalty: 5049.120605
	Iteration 11Q: 3 clusters Score -1948445 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1949012.125000 Penalty: 5049.120605
	Iteration 12Q: 3 clusters Score -1949012 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -1949430.375000 Penalty: 5049.120605
	Iteration 13Q: 3 clusters Score -1949430 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1949697.125000 Penalty: 5049.120605
	Iteration 14Q: 3 clusters Score -1949697 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -1949874.625000 Penalty: 5049.120605
	Iteration 15Q: 3 clusters Score -1949875 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -1950019.500000 Penalty: 5049.120605
	Iteration 16Q: 3 clusters Score -1950020 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -1950140.500000 Penalty: 5049.120605
	Iteration 17Q: 3 clusters Score -1950140 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -1950220.125000 Penalty: 5049.120605
	Iteration 18Q: 3 clusters Score -1950220 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1950297.500000 Penalty: 5049.120605
	Iteration 19Q: 3 clusters Score -1950298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -1950344.250000 Penalty: 5049.120605
	Iteration 20F: 3 clusters Score -1950344 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -1950375.250000 Penalty: 5049.120605
	Iteration 21Q: 3 clusters Score -1950375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -1950406.625000 Penalty: 5049.120605
	Iteration 22Q: 3 clusters Score -1950407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1950425.750000 Penalty: 5049.120605
	Iteration 23Q: 3 clusters Score -1950426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -1950450.375000 Penalty: 5049.120605
	Iteration 24Q: 3 clusters Score -1950450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -1950465.625000 Penalty: 5049.120605
	Iteration 25Q: 3 clusters Score -1950466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1950477.000000 Penalty: 5049.120605
	Iteration 26Q: 3 clusters Score -1950477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1950481.625000 Penalty: 5049.120605
	Iteration 27Q: 3 clusters Score -1950482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -1950488.375000 Penalty: 5049.120605
	Iteration 28Q: 3 clusters Score -1950488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -1950488.125000 Penalty: 5049.120605
	Iteration 29Q: 3 clusters Score -1950488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1950491.500000 Penalty: 5049.120605
	Iteration 30Q: 3 clusters Score -1950492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -1950494.750000 Penalty: 5049.120605
	Iteration 31Q: 3 clusters Score -1950495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -1950492.375000 Penalty: 5049.120605
	Iteration 32Q: 3 clusters Score -1950492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -1950496.250000 Penalty: 5049.120605
	Iteration 33Q: 3 clusters Score -1950496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -1950498.000000 Penalty: 5049.120605
	Iteration 34Q: 3 clusters Score -1950498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -1950498.125000 Penalty: 5049.120605
	Iteration 35Q: 3 clusters Score -1950498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -1950497.500000 Penalty: 5049.120605
	Iteration 36Q: 3 clusters Score -1950498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -1950500.125000 Penalty: 5049.120605
	Iteration 37Q: 3 clusters Score -1950500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -1950497.625000 Penalty: 5049.120605
	Iteration 38Q: 3 clusters Score -1950498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -1950503.875000 Penalty: 5049.120605
	Iteration 39Q: 3 clusters Score -1950504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -1950508.875000 Penalty: 5049.120605
	Iteration 40F: 3 clusters Score -1950509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1950504.625000 Penalty: 5049.120605
	Iteration 41Q: 3 clusters Score -1950505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1950502.625000 Penalty: 5049.120605
	Iteration 42Q: 3 clusters Score -1950503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -1950501.375000 Penalty: 5049.120605
	Iteration 43Q: 3 clusters Score -1950501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -1950502.125000 Penalty: 5049.120605
	Iteration 44Q: 3 clusters Score -1950502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -1950501.500000 Penalty: 5049.120605
	Iteration 45Q: 3 clusters Score -1950502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -1950501.500000 Penalty: 5049.120605
	Iteration 46F: 3 clusters Score -1950502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Mstep: Class 64 contains 23555 members 
Entering Unmasked Estep 
Score: -150799376.000000 Penalty: 228425.703125
Splitting cluster 28 changes total score from -150798480.000000 to -150799376.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 29 (31890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Entering Unmasked Estep 
Score: -3540345.250000 Penalty: 2571.771729
	Iteration 0F: 2 clusters Score -3540345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3518544.500000 Penalty: 5143.543457
	Iteration 0F: 3 clusters Score -3518544 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3526334.250000 Penalty: 5143.543457
	Iteration 1F: 3 clusters Score -3526334 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3526752.250000 Penalty: 5143.543457
	Iteration 2Q: 3 clusters Score -3526752 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3527119.750000 Penalty: 5143.543457
	Iteration 3Q: 3 clusters Score -3527120 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3527383.500000 Penalty: 5143.543457
	Iteration 4Q: 3 clusters Score -3527384 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3527627.250000 Penalty: 5143.543457
	Iteration 5Q: 3 clusters Score -3527627 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3527818.000000 Penalty: 5143.543457
	Iteration 6Q: 3 clusters Score -3527818 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3527991.250000 Penalty: 5143.543457
	Iteration 7Q: 3 clusters Score -3527991 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3528191.500000 Penalty: 5143.543457
	Iteration 8Q: 3 clusters Score -3528192 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3528388.750000 Penalty: 5143.543457
	Iteration 9Q: 3 clusters Score -3528389 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3528608.750000 Penalty: 5143.543457
	Iteration 10Q: 3 clusters Score -3528609 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3528821.750000 Penalty: 5143.543457
	Iteration 11Q: 3 clusters Score -3528822 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3529107.750000 Penalty: 5143.543457
	Iteration 12Q: 3 clusters Score -3529108 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3529400.250000 Penalty: 5143.543457
	Iteration 13Q: 3 clusters Score -3529400 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3529736.250000 Penalty: 5143.543457
	Iteration 14Q: 3 clusters Score -3529736 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3530180.500000 Penalty: 5143.543457
	Iteration 15Q: 3 clusters Score -3530180 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3530639.500000 Penalty: 5143.543457
	Iteration 16Q: 3 clusters Score -3530640 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3531144.750000 Penalty: 5143.543457
	Iteration 17Q: 3 clusters Score -3531145 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3531654.000000 Penalty: 5143.543457
	Iteration 18Q: 3 clusters Score -3531654 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3532259.000000 Penalty: 5143.543457
	Iteration 19Q: 3 clusters Score -3532259 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3532920.500000 Penalty: 5143.543457
	Iteration 20F: 3 clusters Score -3532920 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3533672.750000 Penalty: 5143.543457
	Iteration 21Q: 3 clusters Score -3533673 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3534422.000000 Penalty: 5143.543457
	Iteration 22Q: 3 clusters Score -3534422 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3535197.250000 Penalty: 5143.543457
	Iteration 23Q: 3 clusters Score -3535197 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3535850.000000 Penalty: 5143.543457
	Iteration 24Q: 3 clusters Score -3535850 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3536460.250000 Penalty: 5143.543457
	Iteration 25Q: 3 clusters Score -3536460 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -3536945.250000 Penalty: 5143.543457
	Iteration 26Q: 3 clusters Score -3536945 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3537284.750000 Penalty: 5143.543457
	Iteration 27Q: 3 clusters Score -3537285 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3537513.000000 Penalty: 5143.543457
	Iteration 28Q: 3 clusters Score -3537513 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3537688.750000 Penalty: 5143.543457
	Iteration 29Q: 3 clusters Score -3537689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3537813.500000 Penalty: 5143.543457
	Iteration 30Q: 3 clusters Score -3537814 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3537902.750000 Penalty: 5143.543457
	Iteration 31Q: 3 clusters Score -3537903 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3537970.500000 Penalty: 5143.543457
	Iteration 32Q: 3 clusters Score -3537970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3538018.750000 Penalty: 5143.543457
	Iteration 33Q: 3 clusters Score -3538019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3538056.750000 Penalty: 5143.543457
	Iteration 34Q: 3 clusters Score -3538057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -3538081.500000 Penalty: 5143.543457
	Iteration 35Q: 3 clusters Score -3538082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3538105.250000 Penalty: 5143.543457
	Iteration 36Q: 3 clusters Score -3538105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3538119.750000 Penalty: 5143.543457
	Iteration 37Q: 3 clusters Score -3538120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3538123.000000 Penalty: 5143.543457
	Iteration 38Q: 3 clusters Score -3538123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3538128.000000 Penalty: 5143.543457
	Iteration 39Q: 3 clusters Score -3538128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -3538139.250000 Penalty: 5143.543457
	Iteration 40F: 3 clusters Score -3538139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -3538146.500000 Penalty: 5143.543457
	Iteration 41Q: 3 clusters Score -3538146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -3538149.500000 Penalty: 5143.543457
	Iteration 42Q: 3 clusters Score -3538150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3538151.750000 Penalty: 5143.543457
	Iteration 43Q: 3 clusters Score -3538152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3538154.750000 Penalty: 5143.543457
	Iteration 44Q: 3 clusters Score -3538155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3538163.000000 Penalty: 5143.543457
	Iteration 45Q: 3 clusters Score -3538163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3538166.250000 Penalty: 5143.543457
	Iteration 46Q: 3 clusters Score -3538166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3538168.000000 Penalty: 5143.543457
	Iteration 47Q: 3 clusters Score -3538168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3538172.750000 Penalty: 5143.543457
	Iteration 48Q: 3 clusters Score -3538173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3538176.250000 Penalty: 5143.543457
	Iteration 49Q: 3 clusters Score -3538176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3538180.250000 Penalty: 5143.543457
	Iteration 50Q: 3 clusters Score -3538180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -3538179.750000 Penalty: 5143.543457
	Iteration 51Q: 3 clusters Score -3538180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3538175.750000 Penalty: 5143.543457
	Iteration 52Q: 3 clusters Score -3538176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3538181.500000 Penalty: 5143.543457
	Iteration 53Q: 3 clusters Score -3538182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -3538183.500000 Penalty: 5143.543457
	Iteration 54Q: 3 clusters Score -3538184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3538185.750000 Penalty: 5143.543457
	Iteration 55Q: 3 clusters Score -3538186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3538187.000000 Penalty: 5143.543457
	Iteration 56Q: 3 clusters Score -3538187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3538188.250000 Penalty: 5143.543457
	Iteration 57Q: 3 clusters Score -3538188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3538196.000000 Penalty: 5143.543457
	Iteration 58Q: 3 clusters Score -3538196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3538197.250000 Penalty: 5143.543457
	Iteration 59Q: 3 clusters Score -3538197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3538197.750000 Penalty: 5143.543457
	Iteration 60F: 3 clusters Score -3538198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3538198.500000 Penalty: 5143.543457
	Iteration 61Q: 3 clusters Score -3538198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3538198.500000 Penalty: 5143.543457
	Iteration 62F: 3 clusters Score -3538198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Entering Unmasked Estep 
Score: -245339.531250 Penalty: 1974.938110
	Iteration 0F: 2 clusters Score -245339.5 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 1460 members 
Entering Unmasked Estep 
Score: -242200.156250 Penalty: 3949.876221
	Iteration 0F: 3 clusters Score -242200.2 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -242927.328125 Penalty: 3949.876221
	Iteration 1F: 3 clusters Score -242927.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -243254.125000 Penalty: 3949.876221
	Iteration 2F: 3 clusters Score -243254.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -243597.890625 Penalty: 3949.876221
	Iteration 3F: 3 clusters Score -243597.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -244066.328125 Penalty: 3949.876221
	Iteration 4F: 3 clusters Score -244066.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -244443.906250 Penalty: 3949.876221
	Iteration 5F: 3 clusters Score -244443.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -244694.281250 Penalty: 3949.876221
	Iteration 6F: 3 clusters Score -244694.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -244838.406250 Penalty: 3949.876221
	Iteration 7Q: 3 clusters Score -244838.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -244931.234375 Penalty: 3949.876221
	Iteration 8Q: 3 clusters Score -244931.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -244981.671875 Penalty: 3949.876221
	Iteration 9Q: 3 clusters Score -244981.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -245008.812500 Penalty: 3949.876221
	Iteration 10Q: 3 clusters Score -245008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -245018.671875 Penalty: 3949.876221
	Iteration 11Q: 3 clusters Score -245018.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -245025.562500 Penalty: 3949.876221
	Iteration 12Q: 3 clusters Score -245025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -245030.203125 Penalty: 3949.876221
	Iteration 13Q: 3 clusters Score -245030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -245035.406250 Penalty: 3949.876221
	Iteration 14Q: 3 clusters Score -245035.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -245036.718750 Penalty: 3949.876221
	Iteration 15Q: 3 clusters Score -245036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -245037.328125 Penalty: 3949.876221
	Iteration 16Q: 3 clusters Score -245037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -245037.906250 Penalty: 3949.876221
	Iteration 17Q: 3 clusters Score -245037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -245039.250000 Penalty: 3949.876221
	Iteration 18Q: 3 clusters Score -245039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -245040.484375 Penalty: 3949.876221
	Iteration 19Q: 3 clusters Score -245040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -245042.265625 Penalty: 3949.876221
	Iteration 20F: 3 clusters Score -245042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -245042.359375 Penalty: 3949.876221
	Iteration 21Q: 3 clusters Score -245042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -245042.359375 Penalty: 3949.876221
	Iteration 22F: 3 clusters Score -245042.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Entering Unmasked Estep 
Score: -1424698.375000 Penalty: 2431.158691
	Iteration 0F: 2 clusters Score -1424698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1411939.125000 Penalty: 4862.317383
	Iteration 0F: 3 clusters Score -1411939 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1416312.500000 Penalty: 4862.317383
	Iteration 1F: 3 clusters Score -1416312 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1416862.250000 Penalty: 4862.317383
	Iteration 2F: 3 clusters Score -1416862 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1417403.750000 Penalty: 4862.317383
	Iteration 3F: 3 clusters Score -1417404 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1417991.500000 Penalty: 4862.317383
	Iteration 4F: 3 clusters Score -1417992 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1418706.250000 Penalty: 4862.317383
	Iteration 5F: 3 clusters Score -1418706 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1419505.375000 Penalty: 4862.317383
	Iteration 6F: 3 clusters Score -1419505 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1420251.375000 Penalty: 4862.317383
	Iteration 7F: 3 clusters Score -1420251 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1420824.375000 Penalty: 4862.317383
	Iteration 8F: 3 clusters Score -1420824 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1421231.625000 Penalty: 4862.317383
	Iteration 9Q: 3 clusters Score -1421232 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1421492.500000 Penalty: 4862.317383
	Iteration 10Q: 3 clusters Score -1421492 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1421657.750000 Penalty: 4862.317383
	Iteration 11Q: 3 clusters Score -1421658 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1421801.125000 Penalty: 4862.317383
	Iteration 12Q: 3 clusters Score -1421801 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1421925.750000 Penalty: 4862.317383
	Iteration 13Q: 3 clusters Score -1421926 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1422009.125000 Penalty: 4862.317383
	Iteration 14Q: 3 clusters Score -1422009 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1422069.625000 Penalty: 4862.317383
	Iteration 15Q: 3 clusters Score -1422070 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1422127.625000 Penalty: 4862.317383
	Iteration 16Q: 3 clusters Score -1422128 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1422177.125000 Penalty: 4862.317383
	Iteration 17Q: 3 clusters Score -1422177 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1422247.500000 Penalty: 4862.317383
	Iteration 18Q: 3 clusters Score -1422248 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1422335.125000 Penalty: 4862.317383
	Iteration 19Q: 3 clusters Score -1422335 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1422417.750000 Penalty: 4862.317383
	Iteration 20F: 3 clusters Score -1422418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1422471.250000 Penalty: 4862.317383
	Iteration 21Q: 3 clusters Score -1422471 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1422535.500000 Penalty: 4862.317383
	Iteration 22Q: 3 clusters Score -1422536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1422602.875000 Penalty: 4862.317383
	Iteration 23Q: 3 clusters Score -1422603 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1422689.875000 Penalty: 4862.317383
	Iteration 24Q: 3 clusters Score -1422690 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1422775.000000 Penalty: 4862.317383
	Iteration 25Q: 3 clusters Score -1422775 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1422878.625000 Penalty: 4862.317383
	Iteration 26Q: 3 clusters Score -1422879 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1422971.250000 Penalty: 4862.317383
	Iteration 27Q: 3 clusters Score -1422971 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1423106.750000 Penalty: 4862.317383
	Iteration 28Q: 3 clusters Score -1423107 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1423242.750000 Penalty: 4862.317383
	Iteration 29Q: 3 clusters Score -1423243 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1423374.375000 Penalty: 4862.317383
	Iteration 30Q: 3 clusters Score -1423374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1423489.625000 Penalty: 4862.317383
	Iteration 31Q: 3 clusters Score -1423490 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1423571.375000 Penalty: 4862.317383
	Iteration 32Q: 3 clusters Score -1423571 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1423636.250000 Penalty: 4862.317383
	Iteration 33Q: 3 clusters Score -1423636 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1423690.250000 Penalty: 4862.317383
	Iteration 34Q: 3 clusters Score -1423690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1423758.000000 Penalty: 4862.317383
	Iteration 35Q: 3 clusters Score -1423758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1423821.750000 Penalty: 4862.317383
	Iteration 36Q: 3 clusters Score -1423822 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1423882.125000 Penalty: 4862.317383
	Iteration 37Q: 3 clusters Score -1423882 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1423929.250000 Penalty: 4862.317383
	Iteration 38Q: 3 clusters Score -1423929 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1423971.250000 Penalty: 4862.317383
	Iteration 39Q: 3 clusters Score -1423971 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1424001.500000 Penalty: 4862.317383
	Iteration 40F: 3 clusters Score -1424002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1424028.000000 Penalty: 4862.317383
	Iteration 41Q: 3 clusters Score -1424028 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1424051.875000 Penalty: 4862.317383
	Iteration 42Q: 3 clusters Score -1424052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1424063.500000 Penalty: 4862.317383
	Iteration 43Q: 3 clusters Score -1424064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1424075.875000 Penalty: 4862.317383
	Iteration 44Q: 3 clusters Score -1424076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1424089.125000 Penalty: 4862.317383
	Iteration 45Q: 3 clusters Score -1424089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1424098.625000 Penalty: 4862.317383
	Iteration 46Q: 3 clusters Score -1424099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1424104.375000 Penalty: 4862.317383
	Iteration 47Q: 3 clusters Score -1424104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1424108.375000 Penalty: 4862.317383
	Iteration 48Q: 3 clusters Score -1424108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1424115.875000 Penalty: 4862.317383
	Iteration 49Q: 3 clusters Score -1424116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1424122.375000 Penalty: 4862.317383
	Iteration 50Q: 3 clusters Score -1424122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1424128.625000 Penalty: 4862.317383
	Iteration 51Q: 3 clusters Score -1424129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1424130.875000 Penalty: 4862.317383
	Iteration 52Q: 3 clusters Score -1424131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1424135.000000 Penalty: 4862.317383
	Iteration 53Q: 3 clusters Score -1424135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1424137.875000 Penalty: 4862.317383
	Iteration 54Q: 3 clusters Score -1424138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1424141.250000 Penalty: 4862.317383
	Iteration 55Q: 3 clusters Score -1424141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1424143.375000 Penalty: 4862.317383
	Iteration 56Q: 3 clusters Score -1424143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1424148.500000 Penalty: 4862.317383
	Iteration 57Q: 3 clusters Score -1424148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1424150.375000 Penalty: 4862.317383
	Iteration 58Q: 3 clusters Score -1424150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1424152.375000 Penalty: 4862.317383
	Iteration 59Q: 3 clusters Score -1424152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1424153.375000 Penalty: 4862.317383
	Iteration 60F: 3 clusters Score -1424153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1424157.750000 Penalty: 4862.317383
	Iteration 61Q: 3 clusters Score -1424158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1424159.750000 Penalty: 4862.317383
	Iteration 62Q: 3 clusters Score -1424160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1424158.000000 Penalty: 4862.317383
	Iteration 63Q: 3 clusters Score -1424158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1424157.000000 Penalty: 4862.317383
	Iteration 64Q: 3 clusters Score -1424157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1424158.125000 Penalty: 4862.317383
	Iteration 65Q: 3 clusters Score -1424158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1424159.125000 Penalty: 4862.317383
	Iteration 66Q: 3 clusters Score -1424159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1424160.000000 Penalty: 4862.317383
	Iteration 67Q: 3 clusters Score -1424160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1424158.875000 Penalty: 4862.317383
	Iteration 68Q: 3 clusters Score -1424159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1424158.750000 Penalty: 4862.317383
	Iteration 69Q: 3 clusters Score -1424159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1424158.625000 Penalty: 4862.317383
	Iteration 70Q: 3 clusters Score -1424159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1424160.875000 Penalty: 4862.317383
	Iteration 71Q: 3 clusters Score -1424161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1424159.625000 Penalty: 4862.317383
	Iteration 72Q: 3 clusters Score -1424160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1424159.250000 Penalty: 4862.317383
	Iteration 73Q: 3 clusters Score -1424159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1424161.000000 Penalty: 4862.317383
	Iteration 74Q: 3 clusters Score -1424161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1424159.000000 Penalty: 4862.317383
	Iteration 75Q: 3 clusters Score -1424159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1424159.750000 Penalty: 4862.317383
	Iteration 76Q: 3 clusters Score -1424160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1424160.000000 Penalty: 4862.317383
	Iteration 77Q: 3 clusters Score -1424160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1424161.500000 Penalty: 4862.317383
	Iteration 78Q: 3 clusters Score -1424162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1424163.125000 Penalty: 4862.317383
	Iteration 79Q: 3 clusters Score -1424163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1424164.375000 Penalty: 4862.317383
	Iteration 80F: 3 clusters Score -1424164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1424165.250000 Penalty: 4862.317383
	Iteration 81Q: 3 clusters Score -1424165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1424165.500000 Penalty: 4862.317383
	Iteration 82Q: 3 clusters Score -1424166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1424162.250000 Penalty: 4862.317383
	Iteration 83Q: 3 clusters Score -1424162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1424163.000000 Penalty: 4862.317383
	Iteration 84Q: 3 clusters Score -1424163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1424162.875000 Penalty: 4862.317383
	Iteration 85Q: 3 clusters Score -1424163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1424164.625000 Penalty: 4862.317383
	Iteration 86Q: 3 clusters Score -1424165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1424163.875000 Penalty: 4862.317383
	Iteration 87Q: 3 clusters Score -1424164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1424163.500000 Penalty: 4862.317383
	Iteration 88Q: 3 clusters Score -1424164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1424165.000000 Penalty: 4862.317383
	Iteration 89Q: 3 clusters Score -1424165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1424165.875000 Penalty: 4862.317383
	Iteration 90Q: 3 clusters Score -1424166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1424167.000000 Penalty: 4862.317383
	Iteration 91Q: 3 clusters Score -1424167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1424167.000000 Penalty: 4862.317383
	Iteration 92Q: 3 clusters Score -1424167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1424166.250000 Penalty: 4862.317383
	Iteration 93Q: 3 clusters Score -1424166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1424165.750000 Penalty: 4862.317383
	Iteration 94Q: 3 clusters Score -1424166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1424168.375000 Penalty: 4862.317383
	Iteration 95Q: 3 clusters Score -1424168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1424168.625000 Penalty: 4862.317383
	Iteration 96Q: 3 clusters Score -1424169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1424168.000000 Penalty: 4862.317383
	Iteration 97Q: 3 clusters Score -1424168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1424168.000000 Penalty: 4862.317383
	Iteration 98F: 3 clusters Score -1424168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Entering Unmasked Estep 
Score: -1512937.000000 Penalty: 2440.468994
	Iteration 0F: 2 clusters Score -1512937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1499788.375000 Penalty: 4880.937988
	Iteration 0F: 3 clusters Score -1499788 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1504217.625000 Penalty: 4880.937988
	Iteration 1F: 3 clusters Score -1504218 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1504586.625000 Penalty: 4880.937988
	Iteration 2F: 3 clusters Score -1504587 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1504879.000000 Penalty: 4880.937988
	Iteration 3Q: 3 clusters Score -1504879 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1505127.875000 Penalty: 4880.937988
	Iteration 4Q: 3 clusters Score -1505128 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1505378.875000 Penalty: 4880.937988
	Iteration 5Q: 3 clusters Score -1505379 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1505706.500000 Penalty: 4880.937988
	Iteration 6Q: 3 clusters Score -1505706 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1506151.625000 Penalty: 4880.937988
	Iteration 7Q: 3 clusters Score -1506152 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1506782.625000 Penalty: 4880.937988
	Iteration 8F: 3 clusters Score -1506783 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1507619.125000 Penalty: 4880.937988
	Iteration 9F: 3 clusters Score -1507619 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1508495.625000 Penalty: 4880.937988
	Iteration 10F: 3 clusters Score -1508496 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1509204.250000 Penalty: 4880.937988
	Iteration 11F: 3 clusters Score -1509204 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1509688.625000 Penalty: 4880.937988
	Iteration 12Q: 3 clusters Score -1509689 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1510003.625000 Penalty: 4880.937988
	Iteration 13Q: 3 clusters Score -1510004 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1510213.875000 Penalty: 4880.937988
	Iteration 14Q: 3 clusters Score -1510214 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1510350.250000 Penalty: 4880.937988
	Iteration 15Q: 3 clusters Score -1510350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1510454.875000 Penalty: 4880.937988
	Iteration 16Q: 3 clusters Score -1510455 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1510536.875000 Penalty: 4880.937988
	Iteration 17Q: 3 clusters Score -1510537 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1510596.500000 Penalty: 4880.937988
	Iteration 18Q: 3 clusters Score -1510596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1510631.000000 Penalty: 4880.937988
	Iteration 19Q: 3 clusters Score -1510631 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1510663.875000 Penalty: 4880.937988
	Iteration 20F: 3 clusters Score -1510664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1510694.875000 Penalty: 4880.937988
	Iteration 21Q: 3 clusters Score -1510695 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1510726.375000 Penalty: 4880.937988
	Iteration 22Q: 3 clusters Score -1510726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1510750.625000 Penalty: 4880.937988
	Iteration 23Q: 3 clusters Score -1510751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1510770.500000 Penalty: 4880.937988
	Iteration 24Q: 3 clusters Score -1510770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1510787.750000 Penalty: 4880.937988
	Iteration 25Q: 3 clusters Score -1510788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1510797.250000 Penalty: 4880.937988
	Iteration 26Q: 3 clusters Score -1510797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1510812.250000 Penalty: 4880.937988
	Iteration 27Q: 3 clusters Score -1510812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1510818.625000 Penalty: 4880.937988
	Iteration 28Q: 3 clusters Score -1510819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1510832.375000 Penalty: 4880.937988
	Iteration 29Q: 3 clusters Score -1510832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1510840.250000 Penalty: 4880.937988
	Iteration 30Q: 3 clusters Score -1510840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1510852.375000 Penalty: 4880.937988
	Iteration 31Q: 3 clusters Score -1510852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1510854.375000 Penalty: 4880.937988
	Iteration 32Q: 3 clusters Score -1510854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1510862.750000 Penalty: 4880.937988
	Iteration 33Q: 3 clusters Score -1510863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1510863.875000 Penalty: 4880.937988
	Iteration 34Q: 3 clusters Score -1510864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1510872.000000 Penalty: 4880.937988
	Iteration 35Q: 3 clusters Score -1510872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1510873.750000 Penalty: 4880.937988
	Iteration 36Q: 3 clusters Score -1510874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1510876.375000 Penalty: 4880.937988
	Iteration 37Q: 3 clusters Score -1510876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1510883.500000 Penalty: 4880.937988
	Iteration 38Q: 3 clusters Score -1510884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1510881.250000 Penalty: 4880.937988
	Iteration 39Q: 3 clusters Score -1510881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1510885.500000 Penalty: 4880.937988
	Iteration 40F: 3 clusters Score -1510886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1510887.500000 Penalty: 4880.937988
	Iteration 41Q: 3 clusters Score -1510888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1510891.125000 Penalty: 4880.937988
	Iteration 42Q: 3 clusters Score -1510891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1510888.875000 Penalty: 4880.937988
	Iteration 43Q: 3 clusters Score -1510889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1510889.875000 Penalty: 4880.937988
	Iteration 44Q: 3 clusters Score -1510890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1510897.375000 Penalty: 4880.937988
	Iteration 45Q: 3 clusters Score -1510897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1510899.000000 Penalty: 4880.937988
	Iteration 46Q: 3 clusters Score -1510899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -1510898.750000 Penalty: 4880.937988
	Iteration 47Q: 3 clusters Score -1510899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1510900.250000 Penalty: 4880.937988
	Iteration 48Q: 3 clusters Score -1510900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1510896.500000 Penalty: 4880.937988
	Iteration 49Q: 3 clusters Score -1510896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1510900.875000 Penalty: 4880.937988
	Iteration 50Q: 3 clusters Score -1510901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1510902.375000 Penalty: 4880.937988
	Iteration 51Q: 3 clusters Score -1510902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1510903.250000 Penalty: 4880.937988
	Iteration 52Q: 3 clusters Score -1510903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1510902.000000 Penalty: 4880.937988
	Iteration 53Q: 3 clusters Score -1510902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1510906.250000 Penalty: 4880.937988
	Iteration 54Q: 3 clusters Score -1510906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1510908.500000 Penalty: 4880.937988
	Iteration 55Q: 3 clusters Score -1510908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1510908.000000 Penalty: 4880.937988
	Iteration 56Q: 3 clusters Score -1510908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1510910.000000 Penalty: 4880.937988
	Iteration 57Q: 3 clusters Score -1510910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1510916.250000 Penalty: 4880.937988
	Iteration 58Q: 3 clusters Score -1510916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1510915.125000 Penalty: 4880.937988
	Iteration 59Q: 3 clusters Score -1510915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1510915.875000 Penalty: 4880.937988
	Iteration 60F: 3 clusters Score -1510916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1510917.875000 Penalty: 4880.937988
	Iteration 61Q: 3 clusters Score -1510918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1510920.875000 Penalty: 4880.937988
	Iteration 62Q: 3 clusters Score -1510921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1510922.000000 Penalty: 4880.937988
	Iteration 63Q: 3 clusters Score -1510922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1510921.000000 Penalty: 4880.937988
	Iteration 64Q: 3 clusters Score -1510921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1510919.250000 Penalty: 4880.937988
	Iteration 65Q: 3 clusters Score -1510919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1510923.500000 Penalty: 4880.937988
	Iteration 66Q: 3 clusters Score -1510924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1510924.250000 Penalty: 4880.937988
	Iteration 67Q: 3 clusters Score -1510924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1510922.500000 Penalty: 4880.937988
	Iteration 68Q: 3 clusters Score -1510922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1510922.500000 Penalty: 4880.937988
	Iteration 69F: 3 clusters Score -1510922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -391871.093750 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -391871.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -387322.062500 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -387322.1 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -388437.531250 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -388437.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -388666.125000 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -388666.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -388808.125000 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -388808.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -388928.156250 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -388928.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -389058.218750 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -389058.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -389216.031250 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -389216 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -389407.718750 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -389407.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -389596.875000 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -389596.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -389823.968750 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -389824 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -390082.250000 Penalty: 4225.914551
	Iteration 10F: 3 clusters Score -390082.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -390318.937500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -390318.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -390540.906250 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -390540.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -390710.781250 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -390710.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -390829.281250 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -390829.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -390944.687500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -390944.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -391027.156250 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -391027.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -391074.843750 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -391074.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -391111.093750 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -391111.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -391140.906250 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -391140.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -391163.843750 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -391163.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -391176.156250 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -391176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -391177.875000 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -391177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -391179.406250 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -391179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -391181.093750 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -391181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -391182.312500 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -391182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -391183.312500 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -391183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -391182.437500 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -391182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -391183.406250 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -391183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -391184.312500 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -391184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -391184.312500 Penalty: 4225.914551
	Iteration 30F: 3 clusters Score -391184.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -364147.937500 Penalty: 2094.213135
	Iteration 0F: 2 clusters Score -364147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -359838.437500 Penalty: 4188.426270
	Iteration 0F: 3 clusters Score -359838.4 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -360817.968750 Penalty: 4188.426270
	Iteration 1F: 3 clusters Score -360818 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -361055.750000 Penalty: 4188.426270
	Iteration 2F: 3 clusters Score -361055.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -361202.375000 Penalty: 4188.426270
	Iteration 3F: 3 clusters Score -361202.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -361307.625000 Penalty: 4188.426270
	Iteration 4Q: 3 clusters Score -361307.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -361393.031250 Penalty: 4188.426270
	Iteration 5Q: 3 clusters Score -361393 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -361459.750000 Penalty: 4188.426270
	Iteration 6Q: 3 clusters Score -361459.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -361516.187500 Penalty: 4188.426270
	Iteration 7Q: 3 clusters Score -361516.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -361554.531250 Penalty: 4188.426270
	Iteration 8Q: 3 clusters Score -361554.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -361593.656250 Penalty: 4188.426270
	Iteration 9Q: 3 clusters Score -361593.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -361632.281250 Penalty: 4188.426270
	Iteration 10Q: 3 clusters Score -361632.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -361671.875000 Penalty: 4188.426270
	Iteration 11Q: 3 clusters Score -361671.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -361705.406250 Penalty: 4188.426270
	Iteration 12Q: 3 clusters Score -361705.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -361735.843750 Penalty: 4188.426270
	Iteration 13Q: 3 clusters Score -361735.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361772.437500 Penalty: 4188.426270
	Iteration 14Q: 3 clusters Score -361772.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -361811.062500 Penalty: 4188.426270
	Iteration 15Q: 3 clusters Score -361811.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -361845.250000 Penalty: 4188.426270
	Iteration 16Q: 3 clusters Score -361845.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -361883.062500 Penalty: 4188.426270
	Iteration 17Q: 3 clusters Score -361883.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -361917.031250 Penalty: 4188.426270
	Iteration 18Q: 3 clusters Score -361917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -361947.750000 Penalty: 4188.426270
	Iteration 19Q: 3 clusters Score -361947.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -361977.250000 Penalty: 4188.426270
	Iteration 20F: 3 clusters Score -361977.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -362009.312500 Penalty: 4188.426270
	Iteration 21Q: 3 clusters Score -362009.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -362046.218750 Penalty: 4188.426270
	Iteration 22Q: 3 clusters Score -362046.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -362073.812500 Penalty: 4188.426270
	Iteration 23Q: 3 clusters Score -362073.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -362100.875000 Penalty: 4188.426270
	Iteration 24Q: 3 clusters Score -362100.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -362122.906250 Penalty: 4188.426270
	Iteration 25Q: 3 clusters Score -362122.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -362137.687500 Penalty: 4188.426270
	Iteration 26Q: 3 clusters Score -362137.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -362150.375000 Penalty: 4188.426270
	Iteration 27Q: 3 clusters Score -362150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -362161.437500 Penalty: 4188.426270
	Iteration 28Q: 3 clusters Score -362161.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -362173.812500 Penalty: 4188.426270
	Iteration 29Q: 3 clusters Score -362173.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -362188.718750 Penalty: 4188.426270
	Iteration 30Q: 3 clusters Score -362188.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -362198.562500 Penalty: 4188.426270
	Iteration 31Q: 3 clusters Score -362198.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -362212.156250 Penalty: 4188.426270
	Iteration 32Q: 3 clusters Score -362212.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -362230.968750 Penalty: 4188.426270
	Iteration 33Q: 3 clusters Score -362231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -362246.968750 Penalty: 4188.426270
	Iteration 34Q: 3 clusters Score -362247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -362262.531250 Penalty: 4188.426270
	Iteration 35Q: 3 clusters Score -362262.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -362273.156250 Penalty: 4188.426270
	Iteration 36Q: 3 clusters Score -362273.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -362281.500000 Penalty: 4188.426270
	Iteration 37Q: 3 clusters Score -362281.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -362290.843750 Penalty: 4188.426270
	Iteration 38Q: 3 clusters Score -362290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -362298.687500 Penalty: 4188.426270
	Iteration 39Q: 3 clusters Score -362298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -362303.906250 Penalty: 4188.426270
	Iteration 40F: 3 clusters Score -362303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -362310.750000 Penalty: 4188.426270
	Iteration 41Q: 3 clusters Score -362310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -362317.406250 Penalty: 4188.426270
	Iteration 42Q: 3 clusters Score -362317.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -362324.062500 Penalty: 4188.426270
	Iteration 43Q: 3 clusters Score -362324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -362331.218750 Penalty: 4188.426270
	Iteration 44Q: 3 clusters Score -362331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -362337.062500 Penalty: 4188.426270
	Iteration 45Q: 3 clusters Score -362337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -362340.875000 Penalty: 4188.426270
	Iteration 46Q: 3 clusters Score -362340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -362344.687500 Penalty: 4188.426270
	Iteration 47Q: 3 clusters Score -362344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -362349.062500 Penalty: 4188.426270
	Iteration 48Q: 3 clusters Score -362349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -362351.656250 Penalty: 4188.426270
	Iteration 49Q: 3 clusters Score -362351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -362353.156250 Penalty: 4188.426270
	Iteration 50Q: 3 clusters Score -362353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -362354.093750 Penalty: 4188.426270
	Iteration 51Q: 3 clusters Score -362354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -362356.593750 Penalty: 4188.426270
	Iteration 52Q: 3 clusters Score -362356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -362358.343750 Penalty: 4188.426270
	Iteration 53Q: 3 clusters Score -362358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -362361.312500 Penalty: 4188.426270
	Iteration 54Q: 3 clusters Score -362361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -362363.593750 Penalty: 4188.426270
	Iteration 55Q: 3 clusters Score -362363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -362366.375000 Penalty: 4188.426270
	Iteration 56Q: 3 clusters Score -362366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -362368.875000 Penalty: 4188.426270
	Iteration 57Q: 3 clusters Score -362368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -362369.156250 Penalty: 4188.426270
	Iteration 58Q: 3 clusters Score -362369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -362370.156250 Penalty: 4188.426270
	Iteration 59Q: 3 clusters Score -362370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -362370.062500 Penalty: 4188.426270
	Iteration 60F: 3 clusters Score -362370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -126349.914062 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -126349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -123687.062500 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -123687.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124482.570312 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -124482.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -124934.015625 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -124934 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -125230.085938 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -125230.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -125441.718750 Penalty: 3809.137939
	Iteration 4F: 3 clusters Score -125441.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -125639.609375 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -125639.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -125785.148438 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -125785.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -125878.453125 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -125878.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -125929.921875 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -125929.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -125981.429688 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -125981.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126051.976562 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -126052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -126093.375000 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -126093.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -126140.445312 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -126140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -126211.515625 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -126211.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -126314.054688 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -126314.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126430.218750 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -126430.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -126532.648438 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -126532.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -126624.882812 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -126624.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126686.859375 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -126686.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -126710.078125 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -126710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -126730.578125 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -126730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126740.937500 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -126740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -126743.656250 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -126743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -126748.359375 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -126748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -126751.078125 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -126751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -126754.023438 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -126754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -126754.023438 Penalty: 3809.137939
	Iteration 26F: 3 clusters Score -126754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 1199 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 4354 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Mstep: Class 64 contains 23555 members 
Mstep: Class 65 contains 965 members 
Entering Unmasked Estep 
Score: -150798144.000000 Penalty: 231994.859375
Splitting cluster 35 changes total score from -150798480.000000 to -150798144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -429823.281250 Penalty: 2137.294678
	Iteration 0F: 2 clusters Score -429823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -424998.125000 Penalty: 4274.589355
	Iteration 0F: 3 clusters Score -424998.1 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -426281.031250 Penalty: 4274.589355
	Iteration 1F: 3 clusters Score -426281 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -426638.500000 Penalty: 4274.589355
	Iteration 2F: 3 clusters Score -426638.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -426935.218750 Penalty: 4274.589355
	Iteration 3F: 3 clusters Score -426935.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -427183.687500 Penalty: 4274.589355
	Iteration 4F: 3 clusters Score -427183.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -427472.656250 Penalty: 4274.589355
	Iteration 5F: 3 clusters Score -427472.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -427779.250000 Penalty: 4274.589355
	Iteration 6F: 3 clusters Score -427779.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -428051.781250 Penalty: 4274.589355
	Iteration 7F: 3 clusters Score -428051.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -428280.687500 Penalty: 4274.589355
	Iteration 8F: 3 clusters Score -428280.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -428449.062500 Penalty: 4274.589355
	Iteration 9Q: 3 clusters Score -428449.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -428567.437500 Penalty: 4274.589355
	Iteration 10Q: 3 clusters Score -428567.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -428642.468750 Penalty: 4274.589355
	Iteration 11Q: 3 clusters Score -428642.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -428687.625000 Penalty: 4274.589355
	Iteration 12Q: 3 clusters Score -428687.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -428712.125000 Penalty: 4274.589355
	Iteration 13Q: 3 clusters Score -428712.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -428725.625000 Penalty: 4274.589355
	Iteration 14Q: 3 clusters Score -428725.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -428739.906250 Penalty: 4274.589355
	Iteration 15Q: 3 clusters Score -428739.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -428747.125000 Penalty: 4274.589355
	Iteration 16Q: 3 clusters Score -428747.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -428755.656250 Penalty: 4274.589355
	Iteration 17Q: 3 clusters Score -428755.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -428763.812500 Penalty: 4274.589355
	Iteration 18Q: 3 clusters Score -428763.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -428767.437500 Penalty: 4274.589355
	Iteration 19Q: 3 clusters Score -428767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -428769.281250 Penalty: 4274.589355
	Iteration 20F: 3 clusters Score -428769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -428771.218750 Penalty: 4274.589355
	Iteration 21Q: 3 clusters Score -428771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -428772.718750 Penalty: 4274.589355
	Iteration 22Q: 3 clusters Score -428772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -428773.125000 Penalty: 4274.589355
	Iteration 23Q: 3 clusters Score -428773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -428774.468750 Penalty: 4274.589355
	Iteration 24Q: 3 clusters Score -428774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -428773.375000 Penalty: 4274.589355
	Iteration 25Q: 3 clusters Score -428773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -428774.250000 Penalty: 4274.589355
	Iteration 26Q: 3 clusters Score -428774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -428774.812500 Penalty: 4274.589355
	Iteration 27Q: 3 clusters Score -428774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -428774.250000 Penalty: 4274.589355
	Iteration 28Q: 3 clusters Score -428774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -428775.656250 Penalty: 4274.589355
	Iteration 29Q: 3 clusters Score -428775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -428776.000000 Penalty: 4274.589355
	Iteration 30Q: 3 clusters Score -428776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -428776.625000 Penalty: 4274.589355
	Iteration 31Q: 3 clusters Score -428776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -428776.812500 Penalty: 4274.589355
	Iteration 32Q: 3 clusters Score -428776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -428777.312500 Penalty: 4274.589355
	Iteration 33Q: 3 clusters Score -428777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428777.718750 Penalty: 4274.589355
	Iteration 34Q: 3 clusters Score -428777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428777.718750 Penalty: 4274.589355
	Iteration 35F: 3 clusters Score -428777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -975846.937500 Penalty: 2332.338379
	Iteration 0F: 2 clusters Score -975846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -966793.125000 Penalty: 4664.676758
	Iteration 0F: 3 clusters Score -966793.1 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -969462.312500 Penalty: 4664.676758
	Iteration 1F: 3 clusters Score -969462.3 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -969753.250000 Penalty: 4664.676758
	Iteration 2F: 3 clusters Score -969753.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -969968.312500 Penalty: 4664.676758
	Iteration 3Q: 3 clusters Score -969968.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -970159.437500 Penalty: 4664.676758
	Iteration 4Q: 3 clusters Score -970159.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -970338.437500 Penalty: 4664.676758
	Iteration 5Q: 3 clusters Score -970338.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -970568.687500 Penalty: 4664.676758
	Iteration 6Q: 3 clusters Score -970568.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -970840.875000 Penalty: 4664.676758
	Iteration 7Q: 3 clusters Score -970840.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -971154.187500 Penalty: 4664.676758
	Iteration 8Q: 3 clusters Score -971154.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -971510.125000 Penalty: 4664.676758
	Iteration 9Q: 3 clusters Score -971510.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -971910.750000 Penalty: 4664.676758
	Iteration 10Q: 3 clusters Score -971910.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -972358.250000 Penalty: 4664.676758
	Iteration 11F: 3 clusters Score -972358.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -972709.562500 Penalty: 4664.676758
	Iteration 12Q: 3 clusters Score -972709.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -973016.187500 Penalty: 4664.676758
	Iteration 13Q: 3 clusters Score -973016.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -973274.562500 Penalty: 4664.676758
	Iteration 14Q: 3 clusters Score -973274.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -973476.812500 Penalty: 4664.676758
	Iteration 15Q: 3 clusters Score -973476.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -973658.687500 Penalty: 4664.676758
	Iteration 16Q: 3 clusters Score -973658.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -973776.250000 Penalty: 4664.676758
	Iteration 17Q: 3 clusters Score -973776.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -973850.625000 Penalty: 4664.676758
	Iteration 18Q: 3 clusters Score -973850.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -973932.187500 Penalty: 4664.676758
	Iteration 19Q: 3 clusters Score -973932.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -973996.437500 Penalty: 4664.676758
	Iteration 20F: 3 clusters Score -973996.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -974051.562500 Penalty: 4664.676758
	Iteration 21Q: 3 clusters Score -974051.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -974101.750000 Penalty: 4664.676758
	Iteration 22Q: 3 clusters Score -974101.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -974127.187500 Penalty: 4664.676758
	Iteration 23Q: 3 clusters Score -974127.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -974153.375000 Penalty: 4664.676758
	Iteration 24Q: 3 clusters Score -974153.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -974167.000000 Penalty: 4664.676758
	Iteration 25Q: 3 clusters Score -974167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -974179.562500 Penalty: 4664.676758
	Iteration 26Q: 3 clusters Score -974179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -974189.562500 Penalty: 4664.676758
	Iteration 27Q: 3 clusters Score -974189.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -974201.312500 Penalty: 4664.676758
	Iteration 28Q: 3 clusters Score -974201.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -974210.250000 Penalty: 4664.676758
	Iteration 29Q: 3 clusters Score -974210.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -974215.625000 Penalty: 4664.676758
	Iteration 30Q: 3 clusters Score -974215.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -974223.500000 Penalty: 4664.676758
	Iteration 31Q: 3 clusters Score -974223.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -974234.937500 Penalty: 4664.676758
	Iteration 32Q: 3 clusters Score -974234.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -974244.000000 Penalty: 4664.676758
	Iteration 33Q: 3 clusters Score -974244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -974250.687500 Penalty: 4664.676758
	Iteration 34Q: 3 clusters Score -974250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -974256.562500 Penalty: 4664.676758
	Iteration 35Q: 3 clusters Score -974256.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -974261.000000 Penalty: 4664.676758
	Iteration 36Q: 3 clusters Score -974261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -974264.625000 Penalty: 4664.676758
	Iteration 37Q: 3 clusters Score -974264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -974265.625000 Penalty: 4664.676758
	Iteration 38Q: 3 clusters Score -974265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -974266.062500 Penalty: 4664.676758
	Iteration 39Q: 3 clusters Score -974266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -974269.625000 Penalty: 4664.676758
	Iteration 40F: 3 clusters Score -974269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -974270.937500 Penalty: 4664.676758
	Iteration 41Q: 3 clusters Score -974270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -974274.375000 Penalty: 4664.676758
	Iteration 42Q: 3 clusters Score -974274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -974274.125000 Penalty: 4664.676758
	Iteration 43Q: 3 clusters Score -974274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -974274.625000 Penalty: 4664.676758
	Iteration 44Q: 3 clusters Score -974274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -974273.937500 Penalty: 4664.676758
	Iteration 45Q: 3 clusters Score -974273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -974272.500000 Penalty: 4664.676758
	Iteration 46Q: 3 clusters Score -974272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -974272.500000 Penalty: 4664.676758
	Iteration 47F: 3 clusters Score -974272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -307689.812500 Penalty: 2045.829712
	Iteration 0F: 2 clusters Score -307689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -303895.531250 Penalty: 4091.659424
	Iteration 0F: 3 clusters Score -303895.5 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -304689.312500 Penalty: 4091.659424
	Iteration 1F: 3 clusters Score -304689.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -304851.968750 Penalty: 4091.659424
	Iteration 2F: 3 clusters Score -304852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -304948.281250 Penalty: 4091.659424
	Iteration 3Q: 3 clusters Score -304948.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -305018.656250 Penalty: 4091.659424
	Iteration 4Q: 3 clusters Score -305018.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -305076.343750 Penalty: 4091.659424
	Iteration 5Q: 3 clusters Score -305076.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -305119.062500 Penalty: 4091.659424
	Iteration 6Q: 3 clusters Score -305119.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -305141.906250 Penalty: 4091.659424
	Iteration 7Q: 3 clusters Score -305141.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -305165.906250 Penalty: 4091.659424
	Iteration 8Q: 3 clusters Score -305165.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -305189.843750 Penalty: 4091.659424
	Iteration 9Q: 3 clusters Score -305189.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -305214.156250 Penalty: 4091.659424
	Iteration 10Q: 3 clusters Score -305214.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -305234.937500 Penalty: 4091.659424
	Iteration 11Q: 3 clusters Score -305234.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -305255.843750 Penalty: 4091.659424
	Iteration 12Q: 3 clusters Score -305255.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -305277.031250 Penalty: 4091.659424
	Iteration 13Q: 3 clusters Score -305277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -305300.312500 Penalty: 4091.659424
	Iteration 14Q: 3 clusters Score -305300.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -305319.406250 Penalty: 4091.659424
	Iteration 15Q: 3 clusters Score -305319.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -305335.125000 Penalty: 4091.659424
	Iteration 16Q: 3 clusters Score -305335.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -305354.031250 Penalty: 4091.659424
	Iteration 17Q: 3 clusters Score -305354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -305373.750000 Penalty: 4091.659424
	Iteration 18Q: 3 clusters Score -305373.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305394.843750 Penalty: 4091.659424
	Iteration 19Q: 3 clusters Score -305394.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305414.500000 Penalty: 4091.659424
	Iteration 20F: 3 clusters Score -305414.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305440.312500 Penalty: 4091.659424
	Iteration 21Q: 3 clusters Score -305440.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -305475.500000 Penalty: 4091.659424
	Iteration 22Q: 3 clusters Score -305475.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -305507.218750 Penalty: 4091.659424
	Iteration 23Q: 3 clusters Score -305507.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -305538.156250 Penalty: 4091.659424
	Iteration 24Q: 3 clusters Score -305538.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -305574.031250 Penalty: 4091.659424
	Iteration 25Q: 3 clusters Score -305574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -305612.968750 Penalty: 4091.659424
	Iteration 26Q: 3 clusters Score -305613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -305641.000000 Penalty: 4091.659424
	Iteration 27Q: 3 clusters Score -305641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -305668.031250 Penalty: 4091.659424
	Iteration 28Q: 3 clusters Score -305668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -305695.093750 Penalty: 4091.659424
	Iteration 29Q: 3 clusters Score -305695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -305719.562500 Penalty: 4091.659424
	Iteration 30Q: 3 clusters Score -305719.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -305734.625000 Penalty: 4091.659424
	Iteration 31Q: 3 clusters Score -305734.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -305750.281250 Penalty: 4091.659424
	Iteration 32Q: 3 clusters Score -305750.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -305763.156250 Penalty: 4091.659424
	Iteration 33Q: 3 clusters Score -305763.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -305774.625000 Penalty: 4091.659424
	Iteration 34Q: 3 clusters Score -305774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -305781.468750 Penalty: 4091.659424
	Iteration 35Q: 3 clusters Score -305781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -305783.312500 Penalty: 4091.659424
	Iteration 36Q: 3 clusters Score -305783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -305787.312500 Penalty: 4091.659424
	Iteration 37Q: 3 clusters Score -305787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -305790.375000 Penalty: 4091.659424
	Iteration 38Q: 3 clusters Score -305790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -305795.406250 Penalty: 4091.659424
	Iteration 39Q: 3 clusters Score -305795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -305799.125000 Penalty: 4091.659424
	Iteration 40F: 3 clusters Score -305799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -305800.406250 Penalty: 4091.659424
	Iteration 41Q: 3 clusters Score -305800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -305802.093750 Penalty: 4091.659424
	Iteration 42Q: 3 clusters Score -305802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -305804.375000 Penalty: 4091.659424
	Iteration 43Q: 3 clusters Score -305804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -305804.187500 Penalty: 4091.659424
	Iteration 44Q: 3 clusters Score -305804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -305805.156250 Penalty: 4091.659424
	Iteration 45Q: 3 clusters Score -305805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -305805.125000 Penalty: 4091.659424
	Iteration 46Q: 3 clusters Score -305805.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -305805.125000 Penalty: 4091.659424
	Iteration 47F: 3 clusters Score -305805.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -311604.625000 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -311604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -307439.156250 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -307439.2 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -308515.375000 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -308515.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -308845.437500 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -308845.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -309135.562500 Penalty: 4155.909668
	Iteration 3F: 3 clusters Score -309135.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -309411.843750 Penalty: 4155.909668
	Iteration 4F: 3 clusters Score -309411.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -309770.812500 Penalty: 4155.909668
	Iteration 5F: 3 clusters Score -309770.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -310287.625000 Penalty: 4155.909668
	Iteration 6F: 3 clusters Score -310287.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -310886.656250 Penalty: 4155.909668
	Iteration 7F: 3 clusters Score -310886.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -311411.343750 Penalty: 4155.909668
	Iteration 8F: 3 clusters Score -311411.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -311825.500000 Penalty: 4155.909668
	Iteration 9F: 3 clusters Score -311825.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -312123.593750 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -312123.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -312374.500000 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -312374.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -312648.375000 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -312648.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -312864.031250 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -312864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -313032.781250 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -313032.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -313143.062500 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -313143.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -313186.125000 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -313186.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -313202.437500 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -313202.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -313215.468750 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -313215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -313217.531250 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -313217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -313264.375000 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -313264.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -313291.718750 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -313291.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -313299.687500 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -313299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -313304.812500 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -313304.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -313307.968750 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -313308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -313309.218750 Penalty: 4155.909668
	Iteration 25Q: 3 clusters Score -313309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -313309.218750 Penalty: 4155.909668
	Iteration 26F: 3 clusters Score -313309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 1774 members 
Mstep: Class 40 contains 13229 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Mstep: Class 64 contains 23555 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
Score: -150799328.000000 Penalty: 231994.859375
Splitting cluster 39 changes total score from -150798480.000000 to -150799328.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 40 (13229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Entering Unmasked Estep 
Score: -909373.062500 Penalty: 2353.561279
	Iteration 0F: 2 clusters Score -909373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -899721.187500 Penalty: 4707.122559
	Iteration 0F: 3 clusters Score -899721.2 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -903019.375000 Penalty: 4707.122559
	Iteration 1F: 3 clusters Score -903019.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -903554.375000 Penalty: 4707.122559
	Iteration 2F: 3 clusters Score -903554.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -904081.312500 Penalty: 4707.122559
	Iteration 3F: 3 clusters Score -904081.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -904673.875000 Penalty: 4707.122559
	Iteration 4F: 3 clusters Score -904673.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -905289.812500 Penalty: 4707.122559
	Iteration 5F: 3 clusters Score -905289.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -905850.687500 Penalty: 4707.122559
	Iteration 6F: 3 clusters Score -905850.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -906371.687500 Penalty: 4707.122559
	Iteration 7F: 3 clusters Score -906371.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -906816.000000 Penalty: 4707.122559
	Iteration 8Q: 3 clusters Score -906816 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -907253.500000 Penalty: 4707.122559
	Iteration 9Q: 3 clusters Score -907253.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -907820.687500 Penalty: 4707.122559
	Iteration 10Q: 3 clusters Score -907820.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -908542.437500 Penalty: 4707.122559
	Iteration 11Q: 3 clusters Score -908542.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -909312.375000 Penalty: 4707.122559
	Iteration 12Q: 3 clusters Score -909312.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -910116.812500 Penalty: 4707.122559
	Iteration 13Q: 3 clusters Score -910116.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -910664.250000 Penalty: 4707.122559
	Iteration 14Q: 3 clusters Score -910664.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -911012.062500 Penalty: 4707.122559
	Iteration 15Q: 3 clusters Score -911012.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -911312.750000 Penalty: 4707.122559
	Iteration 16Q: 3 clusters Score -911312.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -911525.187500 Penalty: 4707.122559
	Iteration 17Q: 3 clusters Score -911525.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -911653.062500 Penalty: 4707.122559
	Iteration 18Q: 3 clusters Score -911653.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -911730.625000 Penalty: 4707.122559
	Iteration 19Q: 3 clusters Score -911730.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -911758.250000 Penalty: 4707.122559
	Iteration 20F: 3 clusters Score -911758.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -911759.750000 Penalty: 4707.122559
	Iteration 21Q: 3 clusters Score -911759.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -911766.625000 Penalty: 4707.122559
	Iteration 22Q: 3 clusters Score -911766.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -911770.500000 Penalty: 4707.122559
	Iteration 23Q: 3 clusters Score -911770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -911771.125000 Penalty: 4707.122559
	Iteration 24Q: 3 clusters Score -911771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -911773.125000 Penalty: 4707.122559
	Iteration 25Q: 3 clusters Score -911773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -911769.937500 Penalty: 4707.122559
	Iteration 26Q: 3 clusters Score -911769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -911771.125000 Penalty: 4707.122559
	Iteration 27Q: 3 clusters Score -911771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -911770.562500 Penalty: 4707.122559
	Iteration 28Q: 3 clusters Score -911770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -911772.687500 Penalty: 4707.122559
	Iteration 29Q: 3 clusters Score -911772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -911773.687500 Penalty: 4707.122559
	Iteration 30Q: 3 clusters Score -911773.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -911771.687500 Penalty: 4707.122559
	Iteration 31Q: 3 clusters Score -911771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -911772.312500 Penalty: 4707.122559
	Iteration 32Q: 3 clusters Score -911772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -911771.687500 Penalty: 4707.122559
	Iteration 33Q: 3 clusters Score -911771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -911771.687500 Penalty: 4707.122559
	Iteration 34F: 3 clusters Score -911771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 1774 members 
Mstep: Class 40 contains 7388 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 23331 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Mstep: Class 64 contains 23555 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 5841 members 
Entering Unmasked Estep 
Score: -150800160.000000 Penalty: 235564.015625
Splitting cluster 40 changes total score from -150798480.000000 to -150800160.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 41 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -295921.875000 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -295921.9 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 1943 members 
Entering Unmasked Estep 
Score: -292069.906250 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -292069.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -292932.062500 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -292932.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -293128.750000 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -293128.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -293273.406250 Penalty: 4097.973145
	Iteration 3F: 3 clusters Score -293273.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -293407.875000 Penalty: 4097.973145
	Iteration 4Q: 3 clusters Score -293407.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -293535.718750 Penalty: 4097.973145
	Iteration 5Q: 3 clusters Score -293535.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -293708.218750 Penalty: 4097.973145
	Iteration 6Q: 3 clusters Score -293708.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -293878.093750 Penalty: 4097.973145
	Iteration 7Q: 3 clusters Score -293878.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -294041.562500 Penalty: 4097.973145
	Iteration 8Q: 3 clusters Score -294041.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -294174.843750 Penalty: 4097.973145
	Iteration 9Q: 3 clusters Score -294174.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -294334.093750 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -294334.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -294525.000000 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -294525 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -294756.281250 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -294756.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -294988.343750 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -294988.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -295208.687500 Penalty: 4097.973145
	Iteration 14Q: 3 clusters Score -295208.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -295363.718750 Penalty: 4097.973145
	Iteration 15Q: 3 clusters Score -295363.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -295460.937500 Penalty: 4097.973145
	Iteration 16Q: 3 clusters Score -295460.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -295529.187500 Penalty: 4097.973145
	Iteration 17Q: 3 clusters Score -295529.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -295553.468750 Penalty: 4097.973145
	Iteration 18Q: 3 clusters Score -295553.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -295569.343750 Penalty: 4097.973145
	Iteration 19Q: 3 clusters Score -295569.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -295578.656250 Penalty: 4097.973145
	Iteration 20F: 3 clusters Score -295578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -295583.906250 Penalty: 4097.973145
	Iteration 21Q: 3 clusters Score -295583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -295588.218750 Penalty: 4097.973145
	Iteration 22Q: 3 clusters Score -295588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -295592.781250 Penalty: 4097.973145
	Iteration 23Q: 3 clusters Score -295592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -295594.968750 Penalty: 4097.973145
	Iteration 24Q: 3 clusters Score -295595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -295597.000000 Penalty: 4097.973145
	Iteration 25Q: 3 clusters Score -295597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -295598.968750 Penalty: 4097.973145
	Iteration 26Q: 3 clusters Score -295599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -295600.250000 Penalty: 4097.973145
	Iteration 27Q: 3 clusters Score -295600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -295600.281250 Penalty: 4097.973145
	Iteration 28Q: 3 clusters Score -295600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -295600.281250 Penalty: 4097.973145
	Iteration 29F: 3 clusters Score -295600.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (23331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Entering Unmasked Estep 
Score: -2257891.750000 Penalty: 2494.269531
	Iteration 0F: 2 clusters Score -2257892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2241537.250000 Penalty: 4988.539062
	Iteration 0F: 3 clusters Score -2241537 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2247370.000000 Penalty: 4988.539062
	Iteration 1F: 3 clusters Score -2247370 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2248038.000000 Penalty: 4988.539062
	Iteration 2F: 3 clusters Score -2248038 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2248687.500000 Penalty: 4988.539062
	Iteration 3F: 3 clusters Score -2248688 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2249237.000000 Penalty: 4988.539062
	Iteration 4F: 3 clusters Score -2249237 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2249805.750000 Penalty: 4988.539062
	Iteration 5Q: 3 clusters Score -2249806 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2250474.250000 Penalty: 4988.539062
	Iteration 6F: 3 clusters Score -2250474 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2251227.250000 Penalty: 4988.539062
	Iteration 7F: 3 clusters Score -2251227 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2252131.500000 Penalty: 4988.539062
	Iteration 8F: 3 clusters Score -2252132 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2253449.750000 Penalty: 4988.539062
	Iteration 9F: 3 clusters Score -2253450 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2255031.250000 Penalty: 4988.539062
	Iteration 10F: 3 clusters Score -2255031 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2255821.250000 Penalty: 4988.539062
	Iteration 11Q: 3 clusters Score -2255821 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2256157.500000 Penalty: 4988.539062
	Iteration 12Q: 3 clusters Score -2256158 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2256348.500000 Penalty: 4988.539062
	Iteration 13Q: 3 clusters Score -2256348 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2256445.000000 Penalty: 4988.539062
	Iteration 14Q: 3 clusters Score -2256445 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2256492.500000 Penalty: 4988.539062
	Iteration 15Q: 3 clusters Score -2256492 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2256533.750000 Penalty: 4988.539062
	Iteration 16Q: 3 clusters Score -2256534 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2256561.500000 Penalty: 4988.539062
	Iteration 17Q: 3 clusters Score -2256562 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2256587.500000 Penalty: 4988.539062
	Iteration 18Q: 3 clusters Score -2256588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2256587.500000 Penalty: 4988.539062
	Iteration 19Q: 3 clusters Score -2256588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2256595.250000 Penalty: 4988.539062
	Iteration 20F: 3 clusters Score -2256595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2256603.000000 Penalty: 4988.539062
	Iteration 21Q: 3 clusters Score -2256603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2256613.000000 Penalty: 4988.539062
	Iteration 22Q: 3 clusters Score -2256613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2256615.250000 Penalty: 4988.539062
	Iteration 23Q: 3 clusters Score -2256615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2256620.250000 Penalty: 4988.539062
	Iteration 24Q: 3 clusters Score -2256620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2256628.250000 Penalty: 4988.539062
	Iteration 25Q: 3 clusters Score -2256628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2256626.500000 Penalty: 4988.539062
	Iteration 26Q: 3 clusters Score -2256626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2256624.000000 Penalty: 4988.539062
	Iteration 27Q: 3 clusters Score -2256624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2256628.750000 Penalty: 4988.539062
	Iteration 28Q: 3 clusters Score -2256629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2256631.250000 Penalty: 4988.539062
	Iteration 29Q: 3 clusters Score -2256631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2256637.250000 Penalty: 4988.539062
	Iteration 30Q: 3 clusters Score -2256637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2256641.750000 Penalty: 4988.539062
	Iteration 31Q: 3 clusters Score -2256642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2256637.250000 Penalty: 4988.539062
	Iteration 32Q: 3 clusters Score -2256637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2256629.750000 Penalty: 4988.539062
	Iteration 33Q: 3 clusters Score -2256630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2256634.000000 Penalty: 4988.539062
	Iteration 34Q: 3 clusters Score -2256634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2256635.500000 Penalty: 4988.539062
	Iteration 35Q: 3 clusters Score -2256636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2256639.500000 Penalty: 4988.539062
	Iteration 36Q: 3 clusters Score -2256640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2256637.750000 Penalty: 4988.539062
	Iteration 37Q: 3 clusters Score -2256638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2256641.000000 Penalty: 4988.539062
	Iteration 38Q: 3 clusters Score -2256641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2256644.750000 Penalty: 4988.539062
	Iteration 39Q: 3 clusters Score -2256645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2256646.250000 Penalty: 4988.539062
	Iteration 40F: 3 clusters Score -2256646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2256651.500000 Penalty: 4988.539062
	Iteration 41Q: 3 clusters Score -2256652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2256648.750000 Penalty: 4988.539062
	Iteration 42Q: 3 clusters Score -2256649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2256656.750000 Penalty: 4988.539062
	Iteration 43Q: 3 clusters Score -2256657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2256660.000000 Penalty: 4988.539062
	Iteration 44Q: 3 clusters Score -2256660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2256662.000000 Penalty: 4988.539062
	Iteration 45Q: 3 clusters Score -2256662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2256663.000000 Penalty: 4988.539062
	Iteration 46Q: 3 clusters Score -2256663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2256665.500000 Penalty: 4988.539062
	Iteration 47Q: 3 clusters Score -2256666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2256668.000000 Penalty: 4988.539062
	Iteration 48Q: 3 clusters Score -2256668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2256670.750000 Penalty: 4988.539062
	Iteration 49Q: 3 clusters Score -2256671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2256669.000000 Penalty: 4988.539062
	Iteration 50Q: 3 clusters Score -2256669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2256667.500000 Penalty: 4988.539062
	Iteration 51Q: 3 clusters Score -2256668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2256669.750000 Penalty: 4988.539062
	Iteration 52Q: 3 clusters Score -2256670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2256674.500000 Penalty: 4988.539062
	Iteration 53Q: 3 clusters Score -2256674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2256667.500000 Penalty: 4988.539062
	Iteration 54Q: 3 clusters Score -2256668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2256685.500000 Penalty: 4988.539062
	Iteration 55Q: 3 clusters Score -2256686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2256683.250000 Penalty: 4988.539062
	Iteration 56Q: 3 clusters Score -2256683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2256682.750000 Penalty: 4988.539062
	Iteration 57Q: 3 clusters Score -2256683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2256676.750000 Penalty: 4988.539062
	Iteration 58Q: 3 clusters Score -2256677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2256678.000000 Penalty: 4988.539062
	Iteration 59Q: 3 clusters Score -2256678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2256685.750000 Penalty: 4988.539062
	Iteration 60F: 3 clusters Score -2256686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2256688.250000 Penalty: 4988.539062
	Iteration 61Q: 3 clusters Score -2256688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2256697.250000 Penalty: 4988.539062
	Iteration 62Q: 3 clusters Score -2256697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2256694.500000 Penalty: 4988.539062
	Iteration 63Q: 3 clusters Score -2256694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2256700.000000 Penalty: 4988.539062
	Iteration 64Q: 3 clusters Score -2256700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2256695.250000 Penalty: 4988.539062
	Iteration 65Q: 3 clusters Score -2256695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2256698.250000 Penalty: 4988.539062
	Iteration 66Q: 3 clusters Score -2256698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2256694.500000 Penalty: 4988.539062
	Iteration 67Q: 3 clusters Score -2256694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2256699.000000 Penalty: 4988.539062
	Iteration 68Q: 3 clusters Score -2256699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2256704.750000 Penalty: 4988.539062
	Iteration 69Q: 3 clusters Score -2256705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2256705.250000 Penalty: 4988.539062
	Iteration 70Q: 3 clusters Score -2256705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2256710.000000 Penalty: 4988.539062
	Iteration 71Q: 3 clusters Score -2256710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2256715.500000 Penalty: 4988.539062
	Iteration 72Q: 3 clusters Score -2256716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2256725.500000 Penalty: 4988.539062
	Iteration 73Q: 3 clusters Score -2256726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2256729.250000 Penalty: 4988.539062
	Iteration 74Q: 3 clusters Score -2256729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2256729.500000 Penalty: 4988.539062
	Iteration 75Q: 3 clusters Score -2256730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2256736.000000 Penalty: 4988.539062
	Iteration 76Q: 3 clusters Score -2256736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2256742.750000 Penalty: 4988.539062
	Iteration 77Q: 3 clusters Score -2256743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2256746.000000 Penalty: 4988.539062
	Iteration 78Q: 3 clusters Score -2256746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2256756.750000 Penalty: 4988.539062
	Iteration 79Q: 3 clusters Score -2256757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2256763.000000 Penalty: 4988.539062
	Iteration 80F: 3 clusters Score -2256763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2256771.750000 Penalty: 4988.539062
	Iteration 81Q: 3 clusters Score -2256772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2256773 nChanged 89
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Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2256795 nChanged 127
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Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2256834 nChanged 153
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Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 10779 members 
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	Iteration 86Q: 3 clusters Score -2256862 nChanged 165
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Mstep: Class 1 contains 12717 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 10407 members 
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Mstep: Class 2 contains 10180 members 
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Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 9949 members 
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	Iteration 90Q: 3 clusters Score -2257016 nChanged 241
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Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2257139 nChanged 266
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Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2257202 nChanged 278
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Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2257263 nChanged 280
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Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2257327 nChanged 309
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Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2257411 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2257482 nChanged 287
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Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2257560 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2257634 nChanged 299
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Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2257706 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2257766 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2257848 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2257897 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2257963 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2258016 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2258059 nChanged 198
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Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2258104 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2258140 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2258170 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2258204.000000 Penalty: 4988.539062
	Iteration 110Q: 3 clusters Score -2258204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2258218 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2258231.500000 Penalty: 4988.539062
	Iteration 112Q: 3 clusters Score -2258232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2258259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2258288.000000 Penalty: 4988.539062
	Iteration 114Q: 3 clusters Score -2258288 nChanged 102
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Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2258310 nChanged 84
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Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2258328 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2258338 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2258348 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2258364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2258374.000000 Penalty: 4988.539062
	Iteration 120F: 3 clusters Score -2258374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2258378.750000 Penalty: 4988.539062
	Iteration 121Q: 3 clusters Score -2258379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2258384.250000 Penalty: 4988.539062
	Iteration 122Q: 3 clusters Score -2258384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2258391.750000 Penalty: 4988.539062
	Iteration 123Q: 3 clusters Score -2258392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2258395.250000 Penalty: 4988.539062
	Iteration 124Q: 3 clusters Score -2258395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2258398.250000 Penalty: 4988.539062
	Iteration 125Q: 3 clusters Score -2258398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2258398.500000 Penalty: 4988.539062
	Iteration 126Q: 3 clusters Score -2258398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2258401.500000 Penalty: 4988.539062
	Iteration 127Q: 3 clusters Score -2258402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2258404.000000 Penalty: 4988.539062
	Iteration 128Q: 3 clusters Score -2258404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2258407.750000 Penalty: 4988.539062
	Iteration 129Q: 3 clusters Score -2258408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2258409.500000 Penalty: 4988.539062
	Iteration 130Q: 3 clusters Score -2258410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2258407.000000 Penalty: 4988.539062
	Iteration 131Q: 3 clusters Score -2258407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2258406.250000 Penalty: 4988.539062
	Iteration 132Q: 3 clusters Score -2258406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2258407.500000 Penalty: 4988.539062
	Iteration 133Q: 3 clusters Score -2258408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2258407.000000 Penalty: 4988.539062
	Iteration 134Q: 3 clusters Score -2258407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2258410.000000 Penalty: 4988.539062
	Iteration 135Q: 3 clusters Score -2258410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2258408.500000 Penalty: 4988.539062
	Iteration 136Q: 3 clusters Score -2258408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2258410.000000 Penalty: 4988.539062
	Iteration 137Q: 3 clusters Score -2258410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2258409.500000 Penalty: 4988.539062
	Iteration 138Q: 3 clusters Score -2258410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2258410.500000 Penalty: 4988.539062
	Iteration 139Q: 3 clusters Score -2258410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2258410.250000 Penalty: 4988.539062
	Iteration 140F: 3 clusters Score -2258410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2258413.000000 Penalty: 4988.539062
	Iteration 141Q: 3 clusters Score -2258413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2258415.250000 Penalty: 4988.539062
	Iteration 142Q: 3 clusters Score -2258415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2258414.250000 Penalty: 4988.539062
	Iteration 143Q: 3 clusters Score -2258414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2258418.500000 Penalty: 4988.539062
	Iteration 144Q: 3 clusters Score -2258418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2258419.250000 Penalty: 4988.539062
	Iteration 145Q: 3 clusters Score -2258419 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2258421.750000 Penalty: 4988.539062
	Iteration 146Q: 3 clusters Score -2258422 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2258422.500000 Penalty: 4988.539062
	Iteration 147Q: 3 clusters Score -2258422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2258416.250000 Penalty: 4988.539062
	Iteration 148Q: 3 clusters Score -2258416 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2258413.250000 Penalty: 4988.539062
	Iteration 149Q: 3 clusters Score -2258413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2258416.750000 Penalty: 4988.539062
	Iteration 150Q: 3 clusters Score -2258417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2258420.250000 Penalty: 4988.539062
	Iteration 151Q: 3 clusters Score -2258420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2258418.250000 Penalty: 4988.539062
	Iteration 152Q: 3 clusters Score -2258418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2258420.000000 Penalty: 4988.539062
	Iteration 153Q: 3 clusters Score -2258420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2258419.500000 Penalty: 4988.539062
	Iteration 154Q: 3 clusters Score -2258420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2258420.750000 Penalty: 4988.539062
	Iteration 155Q: 3 clusters Score -2258421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2258422.500000 Penalty: 4988.539062
	Iteration 156Q: 3 clusters Score -2258422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2258423.500000 Penalty: 4988.539062
	Iteration 157Q: 3 clusters Score -2258424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2258419.000000 Penalty: 4988.539062
	Iteration 158Q: 3 clusters Score -2258419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2258426.000000 Penalty: 4988.539062
	Iteration 159Q: 3 clusters Score -2258426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2258425.500000 Penalty: 4988.539062
	Iteration 160F: 3 clusters Score -2258426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2258425.500000 Penalty: 4988.539062
	Iteration 161Q: 3 clusters Score -2258426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2258425.500000 Penalty: 4988.539062
	Iteration 162F: 3 clusters Score -2258426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 1774 members 
Mstep: Class 40 contains 7388 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 19670 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 15707 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Mstep: Class 64 contains 23555 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 5841 members 
Mstep: Class 67 contains 3661 members 
Entering Unmasked Estep 
Score: -150799776.000000 Penalty: 239133.171875
Splitting cluster 42 changes total score from -150798480.000000 to -150799776.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 43 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -237221.140625 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -237221.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -233442.500000 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -233442.5 nChanged 1415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -234517.640625 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -234517.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -234953.093750 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -234953.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -235348.250000 Penalty: 4090.231445
	Iteration 3F: 3 clusters Score -235348.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -235664.406250 Penalty: 4090.231445
	Iteration 4F: 3 clusters Score -235664.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -235898.906250 Penalty: 4090.231445
	Iteration 5F: 3 clusters Score -235898.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -236067.171875 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -236067.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -236193.468750 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -236193.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -236298.828125 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -236298.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -236376.593750 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -236376.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -236425.296875 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -236425.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -236450.390625 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -236450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -236463.593750 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -236463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -236476.984375 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -236477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -236486.234375 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -236486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -236495.468750 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -236495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -236499.765625 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -236499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -236507.406250 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -236507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -236514.078125 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -236514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -236521.671875 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -236521.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -236529.203125 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -236529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -236534.250000 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -236534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -236538.421875 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -236538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -236539.109375 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -236539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -236540.015625 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -236540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -236541.406250 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -236541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -236543.578125 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -236543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -236544.937500 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -236544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -236545.906250 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -236545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -236546.062500 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -236546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -236547.453125 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -236547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -236548.609375 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -236548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -236550.265625 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -236550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -236550.984375 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -236551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -236552.375000 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -236552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -236553.343750 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -236553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -236554.250000 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -236554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -236554.265625 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -236554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -236554.265625 Penalty: 4090.231445
	Iteration 38F: 3 clusters Score -236554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -162828.953125 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -162829 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 906 members 
Entering Unmasked Estep 
Score: -160389.687500 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -160389.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161027.250000 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -161027.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161464.390625 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -161464.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -161888.828125 Penalty: 3736.712158
	Iteration 3F: 3 clusters Score -161888.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162198.453125 Penalty: 3736.712158
	Iteration 4F: 3 clusters Score -162198.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162354.109375 Penalty: 3736.712158
	Iteration 5F: 3 clusters Score -162354.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -162396.953125 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -162397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162416.109375 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -162416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162435.109375 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -162435.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -162453.562500 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -162453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -162464.562500 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -162464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -162475.390625 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -162475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162485.468750 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -162485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -162493.125000 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -162493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162498.593750 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -162498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162504.984375 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -162505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -162509.406250 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -162509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -162511.281250 Penalty: 3736.712158
	Iteration 17Q: 3 clusters Score -162511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162515.875000 Penalty: 3736.712158
	Iteration 18Q: 3 clusters Score -162515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162519.125000 Penalty: 3736.712158
	Iteration 19Q: 3 clusters Score -162519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162519.125000 Penalty: 3736.712158
	Iteration 20F: 3 clusters Score -162519.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (77665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Entering Unmasked Estep 
Score: -8190417.000000 Penalty: 2792.519775
	Iteration 0F: 2 clusters Score -8190417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -8140001.000000 Penalty: 5585.039551
	Iteration 0F: 3 clusters Score -8140001 nChanged 36369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8160568.500000 Penalty: 5585.039551
	Iteration 1F: 3 clusters Score -8160568 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -8161348.000000 Penalty: 5585.039551
	Iteration 2Q: 3 clusters Score -8161348 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8162454.000000 Penalty: 5585.039551
	Iteration 3Q: 3 clusters Score -8162454 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -8164244.500000 Penalty: 5585.039551
	Iteration 4F: 3 clusters Score -8164244 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -8166916.000000 Penalty: 5585.039551
	Iteration 5F: 3 clusters Score -8166916 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -8170795.000000 Penalty: 5585.039551
	Iteration 6F: 3 clusters Score -8170795 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -8175339.500000 Penalty: 5585.039551
	Iteration 7F: 3 clusters Score -8175340 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -8179157.500000 Penalty: 5585.039551
	Iteration 8F: 3 clusters Score -8179158 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -8181865.000000 Penalty: 5585.039551
	Iteration 9Q: 3 clusters Score -8181865 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -8183548.000000 Penalty: 5585.039551
	Iteration 10Q: 3 clusters Score -8183548 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -8184658.000000 Penalty: 5585.039551
	Iteration 11Q: 3 clusters Score -8184658 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -8185394.000000 Penalty: 5585.039551
	Iteration 12Q: 3 clusters Score -8185394 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -8185976.500000 Penalty: 5585.039551
	Iteration 13Q: 3 clusters Score -8185976 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -8186457.500000 Penalty: 5585.039551
	Iteration 14Q: 3 clusters Score -8186458 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -8186848.500000 Penalty: 5585.039551
	Iteration 15Q: 3 clusters Score -8186848 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -8187098.000000 Penalty: 5585.039551
	Iteration 16Q: 3 clusters Score -8187098 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -8187295.500000 Penalty: 5585.039551
	Iteration 17Q: 3 clusters Score -8187296 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -8187460.000000 Penalty: 5585.039551
	Iteration 18Q: 3 clusters Score -8187460 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -8187583.000000 Penalty: 5585.039551
	Iteration 19Q: 3 clusters Score -8187583 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -8187683.000000 Penalty: 5585.039551
	Iteration 20F: 3 clusters Score -8187683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -8187762.500000 Penalty: 5585.039551
	Iteration 21Q: 3 clusters Score -8187762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -8187795.500000 Penalty: 5585.039551
	Iteration 22Q: 3 clusters Score -8187796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -8187835.500000 Penalty: 5585.039551
	Iteration 23Q: 3 clusters Score -8187836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -8187853.000000 Penalty: 5585.039551
	Iteration 24Q: 3 clusters Score -8187853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -8187875.500000 Penalty: 5585.039551
	Iteration 25Q: 3 clusters Score -8187876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -8187890.000000 Penalty: 5585.039551
	Iteration 26Q: 3 clusters Score -8187890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -8187888.500000 Penalty: 5585.039551
	Iteration 27Q: 3 clusters Score -8187888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -8187896.000000 Penalty: 5585.039551
	Iteration 28Q: 3 clusters Score -8187896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -8187907.000000 Penalty: 5585.039551
	Iteration 29Q: 3 clusters Score -8187907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -8187911.000000 Penalty: 5585.039551
	Iteration 30Q: 3 clusters Score -8187911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -8187930.500000 Penalty: 5585.039551
	Iteration 31Q: 3 clusters Score -8187930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -8187945.000000 Penalty: 5585.039551
	Iteration 32Q: 3 clusters Score -8187945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -8187948.000000 Penalty: 5585.039551
	Iteration 33Q: 3 clusters Score -8187948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -8187942.500000 Penalty: 5585.039551
	Iteration 34Q: 3 clusters Score -8187942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -8187946.500000 Penalty: 5585.039551
	Iteration 35Q: 3 clusters Score -8187946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -8187949.500000 Penalty: 5585.039551
	Iteration 36Q: 3 clusters Score -8187950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -8187953.500000 Penalty: 5585.039551
	Iteration 37Q: 3 clusters Score -8187954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
Score: -8187953.500000 Penalty: 5585.039551
	Iteration 38F: 3 clusters Score -8187954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -552226.250000 Penalty: 2150.436523
	Iteration 0F: 2 clusters Score -552226.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -547162.750000 Penalty: 4300.873047
	Iteration 0F: 3 clusters Score -547162.8 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -548497.312500 Penalty: 4300.873047
	Iteration 1F: 3 clusters Score -548497.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -548798.000000 Penalty: 4300.873047
	Iteration 2F: 3 clusters Score -548798 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -548993.812500 Penalty: 4300.873047
	Iteration 3F: 3 clusters Score -548993.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -549170.187500 Penalty: 4300.873047
	Iteration 4Q: 3 clusters Score -549170.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -549329.937500 Penalty: 4300.873047
	Iteration 5Q: 3 clusters Score -549329.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -549518.062500 Penalty: 4300.873047
	Iteration 6Q: 3 clusters Score -549518.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -549717.937500 Penalty: 4300.873047
	Iteration 7Q: 3 clusters Score -549717.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -549963.562500 Penalty: 4300.873047
	Iteration 8Q: 3 clusters Score -549963.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -550223.562500 Penalty: 4300.873047
	Iteration 9Q: 3 clusters Score -550223.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -550455.375000 Penalty: 4300.873047
	Iteration 10Q: 3 clusters Score -550455.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -550671.437500 Penalty: 4300.873047
	Iteration 11Q: 3 clusters Score -550671.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -550830.625000 Penalty: 4300.873047
	Iteration 12Q: 3 clusters Score -550830.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -550964.250000 Penalty: 4300.873047
	Iteration 13Q: 3 clusters Score -550964.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -551043.562500 Penalty: 4300.873047
	Iteration 14Q: 3 clusters Score -551043.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -551084.625000 Penalty: 4300.873047
	Iteration 15Q: 3 clusters Score -551084.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -551102.687500 Penalty: 4300.873047
	Iteration 16Q: 3 clusters Score -551102.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -551111.375000 Penalty: 4300.873047
	Iteration 17Q: 3 clusters Score -551111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -551114.937500 Penalty: 4300.873047
	Iteration 18Q: 3 clusters Score -551114.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -551117.625000 Penalty: 4300.873047
	Iteration 19Q: 3 clusters Score -551117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -551119.187500 Penalty: 4300.873047
	Iteration 20F: 3 clusters Score -551119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -551119.437500 Penalty: 4300.873047
	Iteration 21Q: 3 clusters Score -551119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -551121.125000 Penalty: 4300.873047
	Iteration 22Q: 3 clusters Score -551121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -551122.812500 Penalty: 4300.873047
	Iteration 23Q: 3 clusters Score -551122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -551124.750000 Penalty: 4300.873047
	Iteration 24Q: 3 clusters Score -551124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -551124.812500 Penalty: 4300.873047
	Iteration 25Q: 3 clusters Score -551124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -551124.062500 Penalty: 4300.873047
	Iteration 26Q: 3 clusters Score -551124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -551124.062500 Penalty: 4300.873047
	Iteration 27F: 3 clusters Score -551124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -219810.640625 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -219810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -216659.953125 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -216660 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217268.296875 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -217268.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -217497.937500 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -217497.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217668.875000 Penalty: 3943.274414
	Iteration 3F: 3 clusters Score -217668.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -217815.703125 Penalty: 3943.274414
	Iteration 4F: 3 clusters Score -217815.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217919.234375 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -217919.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -218017.765625 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -218017.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -218083.343750 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -218083.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -218139.593750 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -218139.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218194.203125 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -218194.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -218230.953125 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -218231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -218266.453125 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -218266.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -218294.250000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -218294.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -218311.375000 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -218311.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218332.359375 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -218332.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -218350.265625 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -218350.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -218371.484375 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -218371.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218384.812500 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -218384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -218401.781250 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -218401.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -218419.140625 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -218419.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -218443.906250 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -218443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218473.750000 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -218473.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -218497.093750 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -218497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218512.765625 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -218512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218525.296875 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -218525.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -218536.390625 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -218536.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218545.218750 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -218545.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -218554.750000 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -218554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -218566.687500 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -218566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218572.984375 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -218573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -218581.890625 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -218581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -218587.140625 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -218587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -218592.125000 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -218592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -218597.109375 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -218597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -218601.468750 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -218601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -218605.859375 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -218605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -218607.906250 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -218607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -218609.796875 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -218609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -218613.296875 Penalty: 3943.274414
	Iteration 38Q: 3 clusters Score -218613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -218617.921875 Penalty: 3943.274414
	Iteration 39Q: 3 clusters Score -218617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -218620.625000 Penalty: 3943.274414
	Iteration 40F: 3 clusters Score -218620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -218622.203125 Penalty: 3943.274414
	Iteration 41Q: 3 clusters Score -218622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -218623.234375 Penalty: 3943.274414
	Iteration 42Q: 3 clusters Score -218623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -218622.984375 Penalty: 3943.274414
	Iteration 43Q: 3 clusters Score -218623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -218622.984375 Penalty: 3943.274414
	Iteration 44F: 3 clusters Score -218623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (15707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Entering Unmasked Estep 
Score: -1428325.875000 Penalty: 2396.141602
	Iteration 0F: 2 clusters Score -1428326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1417089.875000 Penalty: 4792.283203
	Iteration 0F: 3 clusters Score -1417090 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1421215.125000 Penalty: 4792.283203
	Iteration 1F: 3 clusters Score -1421215 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1422079.875000 Penalty: 4792.283203
	Iteration 2F: 3 clusters Score -1422080 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1423034.125000 Penalty: 4792.283203
	Iteration 3F: 3 clusters Score -1423034 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1424063.125000 Penalty: 4792.283203
	Iteration 4F: 3 clusters Score -1424063 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1425110.000000 Penalty: 4792.283203
	Iteration 5F: 3 clusters Score -1425110 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1425954.625000 Penalty: 4792.283203
	Iteration 6F: 3 clusters Score -1425955 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1426610.500000 Penalty: 4792.283203
	Iteration 7F: 3 clusters Score -1426610 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1427103.500000 Penalty: 4792.283203
	Iteration 8Q: 3 clusters Score -1427104 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1427405.625000 Penalty: 4792.283203
	Iteration 9Q: 3 clusters Score -1427406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1427633.000000 Penalty: 4792.283203
	Iteration 10Q: 3 clusters Score -1427633 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1427799.625000 Penalty: 4792.283203
	Iteration 11Q: 3 clusters Score -1427800 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1427931.375000 Penalty: 4792.283203
	Iteration 12Q: 3 clusters Score -1427931 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1428033.000000 Penalty: 4792.283203
	Iteration 13Q: 3 clusters Score -1428033 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1428113.500000 Penalty: 4792.283203
	Iteration 14Q: 3 clusters Score -1428114 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1428174.750000 Penalty: 4792.283203
	Iteration 15Q: 3 clusters Score -1428175 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1428243.500000 Penalty: 4792.283203
	Iteration 16Q: 3 clusters Score -1428244 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1428296.500000 Penalty: 4792.283203
	Iteration 17Q: 3 clusters Score -1428296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1428340.750000 Penalty: 4792.283203
	Iteration 18Q: 3 clusters Score -1428341 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1428368.375000 Penalty: 4792.283203
	Iteration 19Q: 3 clusters Score -1428368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1428397.750000 Penalty: 4792.283203
	Iteration 20F: 3 clusters Score -1428398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1428426.250000 Penalty: 4792.283203
	Iteration 21Q: 3 clusters Score -1428426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1428445.500000 Penalty: 4792.283203
	Iteration 22Q: 3 clusters Score -1428446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1428469.250000 Penalty: 4792.283203
	Iteration 23Q: 3 clusters Score -1428469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1428511.125000 Penalty: 4792.283203
	Iteration 24Q: 3 clusters Score -1428511 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1428560.250000 Penalty: 4792.283203
	Iteration 25Q: 3 clusters Score -1428560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1428623.375000 Penalty: 4792.283203
	Iteration 26Q: 3 clusters Score -1428623 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1428695.625000 Penalty: 4792.283203
	Iteration 27Q: 3 clusters Score -1428696 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1428802.250000 Penalty: 4792.283203
	Iteration 28Q: 3 clusters Score -1428802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1428932.125000 Penalty: 4792.283203
	Iteration 29Q: 3 clusters Score -1428932 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1429134.250000 Penalty: 4792.283203
	Iteration 30Q: 3 clusters Score -1429134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1429348.125000 Penalty: 4792.283203
	Iteration 31Q: 3 clusters Score -1429348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1429607.000000 Penalty: 4792.283203
	Iteration 32Q: 3 clusters Score -1429607 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1429783.125000 Penalty: 4792.283203
	Iteration 33Q: 3 clusters Score -1429783 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1429881.000000 Penalty: 4792.283203
	Iteration 34Q: 3 clusters Score -1429881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1429925.250000 Penalty: 4792.283203
	Iteration 35Q: 3 clusters Score -1429925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1429943.625000 Penalty: 4792.283203
	Iteration 36Q: 3 clusters Score -1429944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1429952.500000 Penalty: 4792.283203
	Iteration 37Q: 3 clusters Score -1429952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1429952.875000 Penalty: 4792.283203
	Iteration 38Q: 3 clusters Score -1429953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1429957.375000 Penalty: 4792.283203
	Iteration 39Q: 3 clusters Score -1429957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1429962.375000 Penalty: 4792.283203
	Iteration 40F: 3 clusters Score -1429962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1429959.250000 Penalty: 4792.283203
	Iteration 41Q: 3 clusters Score -1429959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1429960.250000 Penalty: 4792.283203
	Iteration 42Q: 3 clusters Score -1429960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1429961.250000 Penalty: 4792.283203
	Iteration 43Q: 3 clusters Score -1429961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1429959.000000 Penalty: 4792.283203
	Iteration 44Q: 3 clusters Score -1429959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1429959.750000 Penalty: 4792.283203
	Iteration 45Q: 3 clusters Score -1429960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1429959.875000 Penalty: 4792.283203
	Iteration 46Q: 3 clusters Score -1429960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1429960.250000 Penalty: 4792.283203
	Iteration 47Q: 3 clusters Score -1429960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1429960.250000 Penalty: 4792.283203
	Iteration 48F: 3 clusters Score -1429960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 1774 members 
Mstep: Class 40 contains 7388 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 19670 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 12712 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Mstep: Class 61 contains 4794 members 
Mstep: Class 62 contains 2957 members 
Mstep: Class 63 contains 934 members 
Mstep: Class 64 contains 23555 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 5841 members 
Mstep: Class 67 contains 3661 members 
Mstep: Class 68 contains 2995 members 
Entering Unmasked Estep 
Score: -150800240.000000 Penalty: 242702.312500
Splitting cluster 48 changes total score from -150798480.000000 to -150800240.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 49 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -129336.171875 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -129336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -126876.875000 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -126876.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -127291.726562 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -127291.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -127410.914062 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -127410.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -127483.937500 Penalty: 3707.768311
	Iteration 3Q: 3 clusters Score -127483.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -127542.835938 Penalty: 3707.768311
	Iteration 4Q: 3 clusters Score -127542.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127585.867188 Penalty: 3707.768311
	Iteration 5Q: 3 clusters Score -127585.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127619.132812 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -127619.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127646.273438 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -127646.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -127670.835938 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -127670.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -127712.117188 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -127712.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127769.203125 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -127769.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127845.265625 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -127845.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127957.984375 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -127958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128047.031250 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -128047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128131.390625 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -128131.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128216.945312 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -128216.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128313.218750 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -128313.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128391.242188 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -128391.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -128462.500000 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -128462.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128541.242188 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -128541.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128608.773438 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -128608.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128652.593750 Penalty: 3707.768311
	Iteration 21Q: 3 clusters Score -128652.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128693.734375 Penalty: 3707.768311
	Iteration 22Q: 3 clusters Score -128693.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -128714.671875 Penalty: 3707.768311
	Iteration 23Q: 3 clusters Score -128714.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128725.671875 Penalty: 3707.768311
	Iteration 24Q: 3 clusters Score -128725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -128734.789062 Penalty: 3707.768311
	Iteration 25Q: 3 clusters Score -128734.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -128744.445312 Penalty: 3707.768311
	Iteration 26Q: 3 clusters Score -128744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128752.328125 Penalty: 3707.768311
	Iteration 27Q: 3 clusters Score -128752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -128760.218750 Penalty: 3707.768311
	Iteration 28Q: 3 clusters Score -128760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -128765.296875 Penalty: 3707.768311
	Iteration 29Q: 3 clusters Score -128765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -128768.351562 Penalty: 3707.768311
	Iteration 30Q: 3 clusters Score -128768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -128771.578125 Penalty: 3707.768311
	Iteration 31Q: 3 clusters Score -128771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -128773.812500 Penalty: 3707.768311
	Iteration 32Q: 3 clusters Score -128773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -128775.437500 Penalty: 3707.768311
	Iteration 33Q: 3 clusters Score -128775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -128777.125000 Penalty: 3707.768311
	Iteration 34Q: 3 clusters Score -128777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128778.718750 Penalty: 3707.768311
	Iteration 35Q: 3 clusters Score -128778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128778.718750 Penalty: 3707.768311
	Iteration 36F: 3 clusters Score -128778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (120673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120673 members 
Entering Unmasked Estep 
Score: -9778397.000000 Penalty: 2901.808350
	Iteration 0F: 2 clusters Score -9778397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -9697532.000000 Penalty: 5803.616699
	Iteration 0F: 3 clusters Score -9697532 nChanged 57609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -9730588.000000 Penalty: 5803.616699
	Iteration 1F: 3 clusters Score -9730588 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -9731391.000000 Penalty: 5803.616699
	Iteration 2Q: 3 clusters Score -9731391 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -9732083.000000 Penalty: 5803.616699
	Iteration 3Q: 3 clusters Score -9732083 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -9733013.000000 Penalty: 5803.616699
	Iteration 4Q: 3 clusters Score -9733013 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -9733836.000000 Penalty: 5803.616699
	Iteration 5Q: 3 clusters Score -9733836 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -9734850.000000 Penalty: 5803.616699
	Iteration 6Q: 3 clusters Score -9734850 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -9736143.000000 Penalty: 5803.616699
	Iteration 7Q: 3 clusters Score -9736143 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -9737781.000000 Penalty: 5803.616699
	Iteration 8Q: 3 clusters Score -9737781 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -9739985.000000 Penalty: 5803.616699
	Iteration 9Q: 3 clusters Score -9739985 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -9742995.000000 Penalty: 5803.616699
	Iteration 10Q: 3 clusters Score -9742995 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -9746721.000000 Penalty: 5803.616699
	Iteration 11F: 3 clusters Score -9746721 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -9750319.000000 Penalty: 5803.616699
	Iteration 12F: 3 clusters Score -9750319 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -9753388.000000 Penalty: 5803.616699
	Iteration 13Q: 3 clusters Score -9753388 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -9754997.000000 Penalty: 5803.616699
	Iteration 14Q: 3 clusters Score -9754997 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -9755813.000000 Penalty: 5803.616699
	Iteration 15Q: 3 clusters Score -9755813 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -9756313.000000 Penalty: 5803.616699
	Iteration 16Q: 3 clusters Score -9756313 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -9756732.000000 Penalty: 5803.616699
	Iteration 17Q: 3 clusters Score -9756732 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -9757221.000000 Penalty: 5803.616699
	Iteration 18Q: 3 clusters Score -9757221 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -9757658.000000 Penalty: 5803.616699
	Iteration 19Q: 3 clusters Score -9757658 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -9758257.000000 Penalty: 5803.616699
	Iteration 20F: 3 clusters Score -9758257 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -9758945.000000 Penalty: 5803.616699
	Iteration 21Q: 3 clusters Score -9758945 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -9759700.000000 Penalty: 5803.616699
	Iteration 22Q: 3 clusters Score -9759700 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -9760656.000000 Penalty: 5803.616699
	Iteration 23Q: 3 clusters Score -9760656 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -9761571.000000 Penalty: 5803.616699
	Iteration 24Q: 3 clusters Score -9761571 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
Score: -9762647.000000 Penalty: 5803.616699
	Iteration 25Q: 3 clusters Score -9762647 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -9763948.000000 Penalty: 5803.616699
	Iteration 26Q: 3 clusters Score -9763948 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -9765304.000000 Penalty: 5803.616699
	Iteration 27Q: 3 clusters Score -9765304 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -9766590.000000 Penalty: 5803.616699
	Iteration 28Q: 3 clusters Score -9766590 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -9768032.000000 Penalty: 5803.616699
	Iteration 29Q: 3 clusters Score -9768032 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -9769513.000000 Penalty: 5803.616699
	Iteration 30Q: 3 clusters Score -9769513 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -9770854.000000 Penalty: 5803.616699
	Iteration 31Q: 3 clusters Score -9770854 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -9772103.000000 Penalty: 5803.616699
	Iteration 32Q: 3 clusters Score -9772103 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 116589 members 
Entering Unmasked Estep 
Score: -9773147.000000 Penalty: 5803.616699
	Iteration 33Q: 3 clusters Score -9773147 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -9774012.000000 Penalty: 5803.616699
	Iteration 34Q: 3 clusters Score -9774012 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -9774715.000000 Penalty: 5803.616699
	Iteration 35Q: 3 clusters Score -9774715 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 119291 members 
Entering Unmasked Estep 
Score: -9775130.000000 Penalty: 5803.616699
	Iteration 36Q: 3 clusters Score -9775130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -9775399.000000 Penalty: 5803.616699
	Iteration 37Q: 3 clusters Score -9775399 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 119804 members 
Entering Unmasked Estep 
Score: -9775559.000000 Penalty: 5803.616699
	Iteration 38Q: 3 clusters Score -9775559 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -9775652.000000 Penalty: 5803.616699
	Iteration 39Q: 3 clusters Score -9775652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -9775711.000000 Penalty: 5803.616699
	Iteration 40F: 3 clusters Score -9775711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -9775757.000000 Penalty: 5803.616699
	Iteration 41Q: 3 clusters Score -9775757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 120079 members 
Entering Unmasked Estep 
Score: -9775782.000000 Penalty: 5803.616699
	Iteration 42Q: 3 clusters Score -9775782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -9775813.000000 Penalty: 5803.616699
	Iteration 43Q: 3 clusters Score -9775813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -9775832.000000 Penalty: 5803.616699
	Iteration 44Q: 3 clusters Score -9775832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 120155 members 
Entering Unmasked Estep 
Score: -9775848.000000 Penalty: 5803.616699
	Iteration 45Q: 3 clusters Score -9775848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -9775870.000000 Penalty: 5803.616699
	Iteration 46Q: 3 clusters Score -9775870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -9775879.000000 Penalty: 5803.616699
	Iteration 47Q: 3 clusters Score -9775879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -9775885.000000 Penalty: 5803.616699
	Iteration 48Q: 3 clusters Score -9775885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 120190 members 
Entering Unmasked Estep 
Score: -9775893.000000 Penalty: 5803.616699
	Iteration 49Q: 3 clusters Score -9775893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -9775896.000000 Penalty: 5803.616699
	Iteration 50Q: 3 clusters Score -9775896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -9775897.000000 Penalty: 5803.616699
	Iteration 51Q: 3 clusters Score -9775897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -9775895.000000 Penalty: 5803.616699
	Iteration 52Q: 3 clusters Score -9775895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -9775900.000000 Penalty: 5803.616699
	Iteration 53Q: 3 clusters Score -9775900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -9775900.000000 Penalty: 5803.616699
	Iteration 54F: 3 clusters Score -9775900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (128533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Entering Unmasked Estep 
Score: -10342960.000000 Penalty: 2917.457275
	Iteration 0F: 2 clusters Score -1.034296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -10256844.000000 Penalty: 5834.914551
	Iteration 0F: 3 clusters Score -1.025684e+07 nChanged 61324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -10292181.000000 Penalty: 5834.914551
	Iteration 1F: 3 clusters Score -1.029218e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -10293072.000000 Penalty: 5834.914551
	Iteration 2Q: 3 clusters Score -1.029307e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -10294163.000000 Penalty: 5834.914551
	Iteration 3Q: 3 clusters Score -1.029416e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -10295433.000000 Penalty: 5834.914551
	Iteration 4Q: 3 clusters Score -1.029543e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -10297302.000000 Penalty: 5834.914551
	Iteration 5Q: 3 clusters Score -1.02973e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -10299642.000000 Penalty: 5834.914551
	Iteration 6Q: 3 clusters Score -1.029964e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -10302590.000000 Penalty: 5834.914551
	Iteration 7Q: 3 clusters Score -1.030259e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -10306184.000000 Penalty: 5834.914551
	Iteration 8F: 3 clusters Score -1.030618e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -10310291.000000 Penalty: 5834.914551
	Iteration 9F: 3 clusters Score -1.031029e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -10314502.000000 Penalty: 5834.914551
	Iteration 10F: 3 clusters Score -1.03145e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -10317997.000000 Penalty: 5834.914551
	Iteration 11Q: 3 clusters Score -1.0318e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -10320589.000000 Penalty: 5834.914551
	Iteration 12Q: 3 clusters Score -1.032059e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -10322343.000000 Penalty: 5834.914551
	Iteration 13Q: 3 clusters Score -1.032234e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 99285 members 
Entering Unmasked Estep 
Score: -10323625.000000 Penalty: 5834.914551
	Iteration 14Q: 3 clusters Score -1.032362e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -10324871.000000 Penalty: 5834.914551
	Iteration 15Q: 3 clusters Score -1.032487e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -10326203.000000 Penalty: 5834.914551
	Iteration 16Q: 3 clusters Score -1.03262e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -10327497.000000 Penalty: 5834.914551
	Iteration 17Q: 3 clusters Score -1.03275e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -10329077.000000 Penalty: 5834.914551
	Iteration 18Q: 3 clusters Score -1.032908e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 113590 members 
Entering Unmasked Estep 
Score: -10330627.000000 Penalty: 5834.914551
	Iteration 19Q: 3 clusters Score -1.033063e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 116346 members 
Entering Unmasked Estep 
Score: -10332353.000000 Penalty: 5834.914551
	Iteration 20F: 3 clusters Score -1.033235e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 118842 members 
Entering Unmasked Estep 
Score: -10334001.000000 Penalty: 5834.914551
	Iteration 21Q: 3 clusters Score -1.0334e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 121076 members 
Entering Unmasked Estep 
Score: -10335431.000000 Penalty: 5834.914551
	Iteration 22Q: 3 clusters Score -1.033543e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -10336773.000000 Penalty: 5834.914551
	Iteration 23Q: 3 clusters Score -1.033677e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -10337860.000000 Penalty: 5834.914551
	Iteration 24Q: 3 clusters Score -1.033786e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -10338694.000000 Penalty: 5834.914551
	Iteration 25Q: 3 clusters Score -1.033869e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 126658 members 
Entering Unmasked Estep 
Score: -10339314.000000 Penalty: 5834.914551
	Iteration 26Q: 3 clusters Score -1.033931e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -10339634.000000 Penalty: 5834.914551
	Iteration 27Q: 3 clusters Score -1.033963e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 127568 members 
Entering Unmasked Estep 
Score: -10339904.000000 Penalty: 5834.914551
	Iteration 28Q: 3 clusters Score -1.03399e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -10340056.000000 Penalty: 5834.914551
	Iteration 29Q: 3 clusters Score -1.034006e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
Score: -10340144.000000 Penalty: 5834.914551
	Iteration 30Q: 3 clusters Score -1.034014e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 127946 members 
Entering Unmasked Estep 
Score: -10340218.000000 Penalty: 5834.914551
	Iteration 31Q: 3 clusters Score -1.034022e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 127997 members 
Entering Unmasked Estep 
Score: -10340279.000000 Penalty: 5834.914551
	Iteration 32Q: 3 clusters Score -1.034028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 128032 members 
Entering Unmasked Estep 
Score: -10340305.000000 Penalty: 5834.914551
	Iteration 33Q: 3 clusters Score -1.03403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 128066 members 
Entering Unmasked Estep 
Score: -10340343.000000 Penalty: 5834.914551
	Iteration 34Q: 3 clusters Score -1.034034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -10340351.000000 Penalty: 5834.914551
	Iteration 35Q: 3 clusters Score -1.034035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 128090 members 
Entering Unmasked Estep 
Score: -10340362.000000 Penalty: 5834.914551
	Iteration 36Q: 3 clusters Score -1.034036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 128097 members 
Entering Unmasked Estep 
Score: -10340370.000000 Penalty: 5834.914551
	Iteration 37Q: 3 clusters Score -1.034037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -10340385.000000 Penalty: 5834.914551
	Iteration 38Q: 3 clusters Score -1.034038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 128107 members 
Entering Unmasked Estep 
Score: -10340392.000000 Penalty: 5834.914551
	Iteration 39Q: 3 clusters Score -1.034039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 128113 members 
Entering Unmasked Estep 
Score: -10340394.000000 Penalty: 5834.914551
	Iteration 40F: 3 clusters Score -1.034039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 128119 members 
Entering Unmasked Estep 
Score: -10340392.000000 Penalty: 5834.914551
	Iteration 41Q: 3 clusters Score -1.034039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 128124 members 
Entering Unmasked Estep 
Score: -10340395.000000 Penalty: 5834.914551
	Iteration 42Q: 3 clusters Score -1.03404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -10340400.000000 Penalty: 5834.914551
	Iteration 43Q: 3 clusters Score -1.03404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128128 members 
Entering Unmasked Estep 
Score: -10340397.000000 Penalty: 5834.914551
	Iteration 44Q: 3 clusters Score -1.03404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128128 members 
Entering Unmasked Estep 
Score: -10340397.000000 Penalty: 5834.914551
	Iteration 45F: 3 clusters Score -1.03404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Entering Unmasked Estep 
Score: -1045239.375000 Penalty: 2357.393311
	Iteration 0F: 2 clusters Score -1045239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1035385.437500 Penalty: 4714.786621
	Iteration 0F: 3 clusters Score -1035385 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1038748.000000 Penalty: 4714.786621
	Iteration 1F: 3 clusters Score -1038748 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1039368.562500 Penalty: 4714.786621
	Iteration 2F: 3 clusters Score -1039369 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1040015.625000 Penalty: 4714.786621
	Iteration 3F: 3 clusters Score -1040016 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1040645.250000 Penalty: 4714.786621
	Iteration 4F: 3 clusters Score -1040645 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1041246.875000 Penalty: 4714.786621
	Iteration 5F: 3 clusters Score -1041247 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1041738.250000 Penalty: 4714.786621
	Iteration 6F: 3 clusters Score -1041738 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1042080.937500 Penalty: 4714.786621
	Iteration 7Q: 3 clusters Score -1042081 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1042324.125000 Penalty: 4714.786621
	Iteration 8Q: 3 clusters Score -1042324 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1042486.875000 Penalty: 4714.786621
	Iteration 9Q: 3 clusters Score -1042487 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1042601.562500 Penalty: 4714.786621
	Iteration 10Q: 3 clusters Score -1042602 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1042725.937500 Penalty: 4714.786621
	Iteration 11Q: 3 clusters Score -1042726 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1042863.250000 Penalty: 4714.786621
	Iteration 12Q: 3 clusters Score -1042863 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1043030.312500 Penalty: 4714.786621
	Iteration 13Q: 3 clusters Score -1043030 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1043272.250000 Penalty: 4714.786621
	Iteration 14Q: 3 clusters Score -1043272 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1043574.750000 Penalty: 4714.786621
	Iteration 15Q: 3 clusters Score -1043575 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1043859.250000 Penalty: 4714.786621
	Iteration 16Q: 3 clusters Score -1043859 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1044015.062500 Penalty: 4714.786621
	Iteration 17Q: 3 clusters Score -1044015 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1044091.812500 Penalty: 4714.786621
	Iteration 18Q: 3 clusters Score -1044092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1044143.625000 Penalty: 4714.786621
	Iteration 19Q: 3 clusters Score -1044144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1044185.687500 Penalty: 4714.786621
	Iteration 20F: 3 clusters Score -1044186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1044216.062500 Penalty: 4714.786621
	Iteration 21Q: 3 clusters Score -1044216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1044235.812500 Penalty: 4714.786621
	Iteration 22Q: 3 clusters Score -1044236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1044247.937500 Penalty: 4714.786621
	Iteration 23Q: 3 clusters Score -1044248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1044258.562500 Penalty: 4714.786621
	Iteration 24Q: 3 clusters Score -1044259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1044265.875000 Penalty: 4714.786621
	Iteration 25Q: 3 clusters Score -1044266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1044269.375000 Penalty: 4714.786621
	Iteration 26Q: 3 clusters Score -1044269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1044272.812500 Penalty: 4714.786621
	Iteration 27Q: 3 clusters Score -1044273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1044275.562500 Penalty: 4714.786621
	Iteration 28Q: 3 clusters Score -1044276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1044276.187500 Penalty: 4714.786621
	Iteration 29Q: 3 clusters Score -1044276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1044283.437500 Penalty: 4714.786621
	Iteration 30Q: 3 clusters Score -1044283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1044286.937500 Penalty: 4714.786621
	Iteration 31Q: 3 clusters Score -1044287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1044286.687500 Penalty: 4714.786621
	Iteration 32Q: 3 clusters Score -1044287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1044291.750000 Penalty: 4714.786621
	Iteration 33Q: 3 clusters Score -1044292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1044295.875000 Penalty: 4714.786621
	Iteration 34Q: 3 clusters Score -1044296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1044301.125000 Penalty: 4714.786621
	Iteration 35Q: 3 clusters Score -1044301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1044306.312500 Penalty: 4714.786621
	Iteration 36Q: 3 clusters Score -1044306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1044308.375000 Penalty: 4714.786621
	Iteration 37Q: 3 clusters Score -1044308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1044311.937500 Penalty: 4714.786621
	Iteration 38Q: 3 clusters Score -1044312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1044311.125000 Penalty: 4714.786621
	Iteration 39Q: 3 clusters Score -1044311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1044312.687500 Penalty: 4714.786621
	Iteration 40F: 3 clusters Score -1044313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1044314.312500 Penalty: 4714.786621
	Iteration 41Q: 3 clusters Score -1044314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1044313.187500 Penalty: 4714.786621
	Iteration 42Q: 3 clusters Score -1044313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1044314.062500 Penalty: 4714.786621
	Iteration 43Q: 3 clusters Score -1044314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1044313.062500 Penalty: 4714.786621
	Iteration 44Q: 3 clusters Score -1044313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1044313.062500 Penalty: 4714.786621
	Iteration 45F: 3 clusters Score -1044313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Entering Unmasked Estep 
Score: -143366.859375 Penalty: 1811.853271
	Iteration 0F: 2 clusters Score -143366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -141112.875000 Penalty: 3623.706543
	Iteration 0F: 3 clusters Score -141112.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141655.390625 Penalty: 3623.706543
	Iteration 1F: 3 clusters Score -141655.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -141893.421875 Penalty: 3623.706543
	Iteration 2F: 3 clusters Score -141893.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -142128.671875 Penalty: 3623.706543
	Iteration 3F: 3 clusters Score -142128.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -142345.375000 Penalty: 3623.706543
	Iteration 4F: 3 clusters Score -142345.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -142485.031250 Penalty: 3623.706543
	Iteration 5Q: 3 clusters Score -142485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142573.750000 Penalty: 3623.706543
	Iteration 6Q: 3 clusters Score -142573.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142660.687500 Penalty: 3623.706543
	Iteration 7Q: 3 clusters Score -142660.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -142714.750000 Penalty: 3623.706543
	Iteration 8Q: 3 clusters Score -142714.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142741.031250 Penalty: 3623.706543
	Iteration 9Q: 3 clusters Score -142741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -142748.765625 Penalty: 3623.706543
	Iteration 10Q: 3 clusters Score -142748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -142753.703125 Penalty: 3623.706543
	Iteration 11Q: 3 clusters Score -142753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142764.609375 Penalty: 3623.706543
	Iteration 12Q: 3 clusters Score -142764.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142772.187500 Penalty: 3623.706543
	Iteration 13Q: 3 clusters Score -142772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142777.875000 Penalty: 3623.706543
	Iteration 14Q: 3 clusters Score -142777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -142781.921875 Penalty: 3623.706543
	Iteration 15Q: 3 clusters Score -142781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -142783.265625 Penalty: 3623.706543
	Iteration 16Q: 3 clusters Score -142783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -142783.703125 Penalty: 3623.706543
	Iteration 17Q: 3 clusters Score -142783.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -142783.703125 Penalty: 3623.706543
	Iteration 18F: 3 clusters Score -142783.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (107898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Entering Unmasked Estep 
Score: -10625082.000000 Penalty: 2874.057617
	Iteration 0F: 2 clusters Score -1.062508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -10553226.000000 Penalty: 5748.115234
	Iteration 0F: 3 clusters Score -1.055323e+07 nChanged 50975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -10582559.000000 Penalty: 5748.115234
	Iteration 1F: 3 clusters Score -1.058256e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -10583554.000000 Penalty: 5748.115234
	Iteration 2Q: 3 clusters Score -1.058355e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -10584839.000000 Penalty: 5748.115234
	Iteration 3Q: 3 clusters Score -1.058484e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -10586696.000000 Penalty: 5748.115234
	Iteration 4Q: 3 clusters Score -1.05867e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -10589740.000000 Penalty: 5748.115234
	Iteration 5F: 3 clusters Score -1.058974e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -10594608.000000 Penalty: 5748.115234
	Iteration 6F: 3 clusters Score -1.059461e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -10601332.000000 Penalty: 5748.115234
	Iteration 7F: 3 clusters Score -1.060133e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -10608527.000000 Penalty: 5748.115234
	Iteration 8F: 3 clusters Score -1.060853e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -10614335.000000 Penalty: 5748.115234
	Iteration 9F: 3 clusters Score -1.061434e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -10618056.000000 Penalty: 5748.115234
	Iteration 10Q: 3 clusters Score -1.061806e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -10620064.000000 Penalty: 5748.115234
	Iteration 11Q: 3 clusters Score -1.062006e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -10621206.000000 Penalty: 5748.115234
	Iteration 12Q: 3 clusters Score -1.062121e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -10621765.000000 Penalty: 5748.115234
	Iteration 13Q: 3 clusters Score -1.062176e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -10622054.000000 Penalty: 5748.115234
	Iteration 14Q: 3 clusters Score -1.062205e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -10622245.000000 Penalty: 5748.115234
	Iteration 15Q: 3 clusters Score -1.062224e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -10622365.000000 Penalty: 5748.115234
	Iteration 16Q: 3 clusters Score -1.062236e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -10622471.000000 Penalty: 5748.115234
	Iteration 17Q: 3 clusters Score -1.062247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -10622530.000000 Penalty: 5748.115234
	Iteration 18Q: 3 clusters Score -1.062253e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -10622589.000000 Penalty: 5748.115234
	Iteration 19Q: 3 clusters Score -1.062259e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -10622637.000000 Penalty: 5748.115234
	Iteration 20F: 3 clusters Score -1.062264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -10622658.000000 Penalty: 5748.115234
	Iteration 21Q: 3 clusters Score -1.062266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -10622674.000000 Penalty: 5748.115234
	Iteration 22Q: 3 clusters Score -1.062267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -10622679.000000 Penalty: 5748.115234
	Iteration 23Q: 3 clusters Score -1.062268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -10622701.000000 Penalty: 5748.115234
	Iteration 24Q: 3 clusters Score -1.06227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -10622719.000000 Penalty: 5748.115234
	Iteration 25Q: 3 clusters Score -1.062272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -10622726.000000 Penalty: 5748.115234
	Iteration 26Q: 3 clusters Score -1.062273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -10622734.000000 Penalty: 5748.115234
	Iteration 27Q: 3 clusters Score -1.062273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -10622748.000000 Penalty: 5748.115234
	Iteration 28Q: 3 clusters Score -1.062275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -10622753.000000 Penalty: 5748.115234
	Iteration 29Q: 3 clusters Score -1.062275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -10622773.000000 Penalty: 5748.115234
	Iteration 30Q: 3 clusters Score -1.062277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -10622783.000000 Penalty: 5748.115234
	Iteration 31Q: 3 clusters Score -1.062278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -10622780.000000 Penalty: 5748.115234
	Iteration 32Q: 3 clusters Score -1.062278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 107164 members 
Entering Unmasked Estep 
Score: -10622788.000000 Penalty: 5748.115234
	Iteration 33Q: 3 clusters Score -1.062279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 107166 members 
Entering Unmasked Estep 
Score: -10622796.000000 Penalty: 5748.115234
	Iteration 34Q: 3 clusters Score -1.06228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -10622797.000000 Penalty: 5748.115234
	Iteration 35Q: 3 clusters Score -1.06228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -10622797.000000 Penalty: 5748.115234
	Iteration 36F: 3 clusters Score -1.06228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -330224.812500 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -330224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -326132.468750 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -326132.5 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -327162.250000 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -327162.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -327414.687500 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -327414.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -327635.000000 Penalty: 4159.880859
	Iteration 3F: 3 clusters Score -327635 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -327869.437500 Penalty: 4159.880859
	Iteration 4F: 3 clusters Score -327869.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -328084.031250 Penalty: 4159.880859
	Iteration 5F: 3 clusters Score -328084 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -328291.000000 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -328291 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -328462.062500 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -328462.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -328595.031250 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -328595 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -328698.531250 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -328698.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -328781.343750 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -328781.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -328842.156250 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -328842.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -328881.031250 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -328881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -328913.968750 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -328914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -328938.593750 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -328938.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -328961.000000 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -328961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -328986.093750 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -328986.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -329019.406250 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -329019.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -329054.468750 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -329054.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -329079.531250 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -329079.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -329104.031250 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -329104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -329131.875000 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -329131.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -329147.843750 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -329147.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -329158.343750 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -329158.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -329167.937500 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -329167.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -329173.093750 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -329173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -329177.937500 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -329177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -329183.687500 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -329183.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -329189.906250 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -329189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -329195.218750 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -329195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -329196.156250 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -329196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -329196.781250 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -329196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -329196.781250 Penalty: 4159.880859
	Iteration 32F: 3 clusters Score -329196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -953967.812500 Penalty: 2326.992188
	Iteration 0F: 2 clusters Score -953967.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -945093.437500 Penalty: 4653.984375
	Iteration 0F: 3 clusters Score -945093.4 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -947748.062500 Penalty: 4653.984375
	Iteration 1F: 3 clusters Score -947748.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -948033.375000 Penalty: 4653.984375
	Iteration 2F: 3 clusters Score -948033.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -948231.812500 Penalty: 4653.984375
	Iteration 3Q: 3 clusters Score -948231.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -948373.625000 Penalty: 4653.984375
	Iteration 4Q: 3 clusters Score -948373.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -948482.937500 Penalty: 4653.984375
	Iteration 5Q: 3 clusters Score -948482.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -948580.875000 Penalty: 4653.984375
	Iteration 6Q: 3 clusters Score -948580.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -948689.062500 Penalty: 4653.984375
	Iteration 7Q: 3 clusters Score -948689.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -948816.875000 Penalty: 4653.984375
	Iteration 8Q: 3 clusters Score -948816.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -948970.000000 Penalty: 4653.984375
	Iteration 9Q: 3 clusters Score -948970 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -949194.625000 Penalty: 4653.984375
	Iteration 10Q: 3 clusters Score -949194.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -949494.812500 Penalty: 4653.984375
	Iteration 11Q: 3 clusters Score -949494.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -949860.375000 Penalty: 4653.984375
	Iteration 12Q: 3 clusters Score -949860.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -950229.375000 Penalty: 4653.984375
	Iteration 13Q: 3 clusters Score -950229.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -950535.875000 Penalty: 4653.984375
	Iteration 14Q: 3 clusters Score -950535.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -950737.875000 Penalty: 4653.984375
	Iteration 15Q: 3 clusters Score -950737.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -950869.062500 Penalty: 4653.984375
	Iteration 16Q: 3 clusters Score -950869.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -950964.312500 Penalty: 4653.984375
	Iteration 17Q: 3 clusters Score -950964.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -951028.687500 Penalty: 4653.984375
	Iteration 18Q: 3 clusters Score -951028.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -951077.937500 Penalty: 4653.984375
	Iteration 19Q: 3 clusters Score -951077.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -951125.062500 Penalty: 4653.984375
	Iteration 20F: 3 clusters Score -951125.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -951168.000000 Penalty: 4653.984375
	Iteration 21Q: 3 clusters Score -951168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -951219.312500 Penalty: 4653.984375
	Iteration 22Q: 3 clusters Score -951219.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -951280.437500 Penalty: 4653.984375
	Iteration 23Q: 3 clusters Score -951280.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -951352.000000 Penalty: 4653.984375
	Iteration 24Q: 3 clusters Score -951352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -951405.937500 Penalty: 4653.984375
	Iteration 25Q: 3 clusters Score -951405.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -951471.000000 Penalty: 4653.984375
	Iteration 26Q: 3 clusters Score -951471 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -951549.937500 Penalty: 4653.984375
	Iteration 27Q: 3 clusters Score -951549.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -951627.062500 Penalty: 4653.984375
	Iteration 28Q: 3 clusters Score -951627.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -951696.062500 Penalty: 4653.984375
	Iteration 29Q: 3 clusters Score -951696.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -951758.875000 Penalty: 4653.984375
	Iteration 30Q: 3 clusters Score -951758.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -951814.625000 Penalty: 4653.984375
	Iteration 31Q: 3 clusters Score -951814.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -951859.062500 Penalty: 4653.984375
	Iteration 32Q: 3 clusters Score -951859.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -951907.250000 Penalty: 4653.984375
	Iteration 33Q: 3 clusters Score -951907.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -951936.937500 Penalty: 4653.984375
	Iteration 34Q: 3 clusters Score -951936.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -951975.812500 Penalty: 4653.984375
	Iteration 35Q: 3 clusters Score -951975.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -952009.937500 Penalty: 4653.984375
	Iteration 36Q: 3 clusters Score -952009.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -952031.812500 Penalty: 4653.984375
	Iteration 37Q: 3 clusters Score -952031.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -952059.500000 Penalty: 4653.984375
	Iteration 38Q: 3 clusters Score -952059.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -952083.875000 Penalty: 4653.984375
	Iteration 39Q: 3 clusters Score -952083.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -952095.187500 Penalty: 4653.984375
	Iteration 40F: 3 clusters Score -952095.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -952103.812500 Penalty: 4653.984375
	Iteration 41Q: 3 clusters Score -952103.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -952115.812500 Penalty: 4653.984375
	Iteration 42Q: 3 clusters Score -952115.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -952125.062500 Penalty: 4653.984375
	Iteration 43Q: 3 clusters Score -952125.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -952133.625000 Penalty: 4653.984375
	Iteration 44Q: 3 clusters Score -952133.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -952139.062500 Penalty: 4653.984375
	Iteration 45Q: 3 clusters Score -952139.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -952144.687500 Penalty: 4653.984375
	Iteration 46Q: 3 clusters Score -952144.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -952148.562500 Penalty: 4653.984375
	Iteration 47Q: 3 clusters Score -952148.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -952155.375000 Penalty: 4653.984375
	Iteration 48Q: 3 clusters Score -952155.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -952162.875000 Penalty: 4653.984375
	Iteration 49Q: 3 clusters Score -952162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -952168.437500 Penalty: 4653.984375
	Iteration 50Q: 3 clusters Score -952168.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -952170.937500 Penalty: 4653.984375
	Iteration 51Q: 3 clusters Score -952170.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -952177.937500 Penalty: 4653.984375
	Iteration 52Q: 3 clusters Score -952177.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -952186.000000 Penalty: 4653.984375
	Iteration 53Q: 3 clusters Score -952186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -952193.375000 Penalty: 4653.984375
	Iteration 54Q: 3 clusters Score -952193.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -952200.437500 Penalty: 4653.984375
	Iteration 55Q: 3 clusters Score -952200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -952208.187500 Penalty: 4653.984375
	Iteration 56Q: 3 clusters Score -952208.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -952212.687500 Penalty: 4653.984375
	Iteration 57Q: 3 clusters Score -952212.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -952223.562500 Penalty: 4653.984375
	Iteration 58Q: 3 clusters Score -952223.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -952235.125000 Penalty: 4653.984375
	Iteration 59Q: 3 clusters Score -952235.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -952243.625000 Penalty: 4653.984375
	Iteration 60F: 3 clusters Score -952243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -952252.000000 Penalty: 4653.984375
	Iteration 61Q: 3 clusters Score -952252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -952261.000000 Penalty: 4653.984375
	Iteration 62Q: 3 clusters Score -952261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -952262.687500 Penalty: 4653.984375
	Iteration 63Q: 3 clusters Score -952262.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -952267.437500 Penalty: 4653.984375
	Iteration 64Q: 3 clusters Score -952267.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -952274.062500 Penalty: 4653.984375
	Iteration 65Q: 3 clusters Score -952274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -952277.500000 Penalty: 4653.984375
	Iteration 66Q: 3 clusters Score -952277.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -952282.375000 Penalty: 4653.984375
	Iteration 67Q: 3 clusters Score -952282.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -952285.437500 Penalty: 4653.984375
	Iteration 68Q: 3 clusters Score -952285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -952292.937500 Penalty: 4653.984375
	Iteration 69Q: 3 clusters Score -952292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -952293.562500 Penalty: 4653.984375
	Iteration 70Q: 3 clusters Score -952293.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -952297.937500 Penalty: 4653.984375
	Iteration 71Q: 3 clusters Score -952297.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -952298.937500 Penalty: 4653.984375
	Iteration 72Q: 3 clusters Score -952298.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -952307.250000 Penalty: 4653.984375
	Iteration 73Q: 3 clusters Score -952307.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -952311.812500 Penalty: 4653.984375
	Iteration 74Q: 3 clusters Score -952311.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -952319.875000 Penalty: 4653.984375
	Iteration 75Q: 3 clusters Score -952319.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -952323.312500 Penalty: 4653.984375
	Iteration 76Q: 3 clusters Score -952323.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -952326.875000 Penalty: 4653.984375
	Iteration 77Q: 3 clusters Score -952326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -952332.562500 Penalty: 4653.984375
	Iteration 78Q: 3 clusters Score -952332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -952336.750000 Penalty: 4653.984375
	Iteration 79Q: 3 clusters Score -952336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -952337.437500 Penalty: 4653.984375
	Iteration 80F: 3 clusters Score -952337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -952339.562500 Penalty: 4653.984375
	Iteration 81Q: 3 clusters Score -952339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -952342.625000 Penalty: 4653.984375
	Iteration 82Q: 3 clusters Score -952342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -952347.062500 Penalty: 4653.984375
	Iteration 83Q: 3 clusters Score -952347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -952346.562500 Penalty: 4653.984375
	Iteration 84Q: 3 clusters Score -952346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -952353.000000 Penalty: 4653.984375
	Iteration 85Q: 3 clusters Score -952353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -952354.437500 Penalty: 4653.984375
	Iteration 86Q: 3 clusters Score -952354.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -952358.562500 Penalty: 4653.984375
	Iteration 87Q: 3 clusters Score -952358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -952362.500000 Penalty: 4653.984375
	Iteration 88Q: 3 clusters Score -952362.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -952363.625000 Penalty: 4653.984375
	Iteration 89Q: 3 clusters Score -952363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -952365.250000 Penalty: 4653.984375
	Iteration 90Q: 3 clusters Score -952365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -952365.187500 Penalty: 4653.984375
	Iteration 91Q: 3 clusters Score -952365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -952369.250000 Penalty: 4653.984375
	Iteration 92Q: 3 clusters Score -952369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -952368.625000 Penalty: 4653.984375
	Iteration 93Q: 3 clusters Score -952368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -952370.062500 Penalty: 4653.984375
	Iteration 94Q: 3 clusters Score -952370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -952373.062500 Penalty: 4653.984375
	Iteration 95Q: 3 clusters Score -952373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -952373.125000 Penalty: 4653.984375
	Iteration 96Q: 3 clusters Score -952373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -952374.187500 Penalty: 4653.984375
	Iteration 97Q: 3 clusters Score -952374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -952374.187500 Penalty: 4653.984375
	Iteration 98F: 3 clusters Score -952374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (104438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Entering Unmasked Estep 
Score: -11090500.000000 Penalty: 2865.974609
	Iteration 0F: 2 clusters Score -1.10905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -11024472.000000 Penalty: 5731.949219
	Iteration 0F: 3 clusters Score -1.102447e+07 nChanged 49668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -11052814.000000 Penalty: 5731.949219
	Iteration 1F: 3 clusters Score -1.105281e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -11053570.000000 Penalty: 5731.949219
	Iteration 2Q: 3 clusters Score -1.105357e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -11054313.000000 Penalty: 5731.949219
	Iteration 3Q: 3 clusters Score -1.105431e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -11055227.000000 Penalty: 5731.949219
	Iteration 4Q: 3 clusters Score -1.105523e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -11056455.000000 Penalty: 5731.949219
	Iteration 5Q: 3 clusters Score -1.105646e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -11058043.000000 Penalty: 5731.949219
	Iteration 6Q: 3 clusters Score -1.105804e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -11060212.000000 Penalty: 5731.949219
	Iteration 7Q: 3 clusters Score -1.106021e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -11063236.000000 Penalty: 5731.949219
	Iteration 8Q: 3 clusters Score -1.106324e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -11066531.000000 Penalty: 5731.949219
	Iteration 9F: 3 clusters Score -1.106653e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -11069956.000000 Penalty: 5731.949219
	Iteration 10F: 3 clusters Score -1.106996e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -11072904.000000 Penalty: 5731.949219
	Iteration 11Q: 3 clusters Score -1.10729e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -11075207.000000 Penalty: 5731.949219
	Iteration 12Q: 3 clusters Score -1.107521e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -11076579.000000 Penalty: 5731.949219
	Iteration 13Q: 3 clusters Score -1.107658e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -11077251.000000 Penalty: 5731.949219
	Iteration 14Q: 3 clusters Score -1.107725e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -11077458.000000 Penalty: 5731.949219
	Iteration 15Q: 3 clusters Score -1.107746e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -11077532.000000 Penalty: 5731.949219
	Iteration 16Q: 3 clusters Score -1.107753e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -11077530.000000 Penalty: 5731.949219
	Iteration 17Q: 3 clusters Score -1.107753e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -11077622.000000 Penalty: 5731.949219
	Iteration 18Q: 3 clusters Score -1.107762e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -11077663.000000 Penalty: 5731.949219
	Iteration 19Q: 3 clusters Score -1.107766e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -11077743.000000 Penalty: 5731.949219
	Iteration 20F: 3 clusters Score -1.107774e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -11077776.000000 Penalty: 5731.949219
	Iteration 21Q: 3 clusters Score -1.107778e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -11077851.000000 Penalty: 5731.949219
	Iteration 22Q: 3 clusters Score -1.107785e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -11077946.000000 Penalty: 5731.949219
	Iteration 23Q: 3 clusters Score -1.107795e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -11077968.000000 Penalty: 5731.949219
	Iteration 24Q: 3 clusters Score -1.107797e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -11078030.000000 Penalty: 5731.949219
	Iteration 25Q: 3 clusters Score -1.107803e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -11078061.000000 Penalty: 5731.949219
	Iteration 26Q: 3 clusters Score -1.107806e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -11078142.000000 Penalty: 5731.949219
	Iteration 27Q: 3 clusters Score -1.107814e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -11078177.000000 Penalty: 5731.949219
	Iteration 28Q: 3 clusters Score -1.107818e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -11078210.000000 Penalty: 5731.949219
	Iteration 29Q: 3 clusters Score -1.107821e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -11078237.000000 Penalty: 5731.949219
	Iteration 30Q: 3 clusters Score -1.107824e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -11078255.000000 Penalty: 5731.949219
	Iteration 31Q: 3 clusters Score -1.107826e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -11078280.000000 Penalty: 5731.949219
	Iteration 32Q: 3 clusters Score -1.107828e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -11078339.000000 Penalty: 5731.949219
	Iteration 33Q: 3 clusters Score -1.107834e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -11078326.000000 Penalty: 5731.949219
	Iteration 34Q: 3 clusters Score -1.107833e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -11078370.000000 Penalty: 5731.949219
	Iteration 35Q: 3 clusters Score -1.107837e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -11078421.000000 Penalty: 5731.949219
	Iteration 36Q: 3 clusters Score -1.107842e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -11078498.000000 Penalty: 5731.949219
	Iteration 37Q: 3 clusters Score -1.10785e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -11078544.000000 Penalty: 5731.949219
	Iteration 38Q: 3 clusters Score -1.107854e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -11078594.000000 Penalty: 5731.949219
	Iteration 39Q: 3 clusters Score -1.107859e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -11078665.000000 Penalty: 5731.949219
	Iteration 40F: 3 clusters Score -1.107866e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -11078655.000000 Penalty: 5731.949219
	Iteration 41Q: 3 clusters Score -1.107866e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -11078716.000000 Penalty: 5731.949219
	Iteration 42Q: 3 clusters Score -1.107872e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -11078821.000000 Penalty: 5731.949219
	Iteration 43Q: 3 clusters Score -1.107882e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -11078907.000000 Penalty: 5731.949219
	Iteration 44Q: 3 clusters Score -1.107891e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -11078982.000000 Penalty: 5731.949219
	Iteration 45Q: 3 clusters Score -1.107898e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -11079005.000000 Penalty: 5731.949219
	Iteration 46Q: 3 clusters Score -1.1079e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -11079102.000000 Penalty: 5731.949219
	Iteration 47Q: 3 clusters Score -1.10791e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -11079177.000000 Penalty: 5731.949219
	Iteration 48Q: 3 clusters Score -1.107918e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -11079306.000000 Penalty: 5731.949219
	Iteration 49Q: 3 clusters Score -1.107931e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -11079426.000000 Penalty: 5731.949219
	Iteration 50Q: 3 clusters Score -1.107943e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -11079564.000000 Penalty: 5731.949219
	Iteration 51Q: 3 clusters Score -1.107956e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -11079651.000000 Penalty: 5731.949219
	Iteration 52Q: 3 clusters Score -1.107965e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -11079816.000000 Penalty: 5731.949219
	Iteration 53Q: 3 clusters Score -1.107982e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -11079944.000000 Penalty: 5731.949219
	Iteration 54Q: 3 clusters Score -1.107994e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -11080082.000000 Penalty: 5731.949219
	Iteration 55Q: 3 clusters Score -1.108008e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -11080272.000000 Penalty: 5731.949219
	Iteration 56Q: 3 clusters Score -1.108027e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -11080510.000000 Penalty: 5731.949219
	Iteration 57Q: 3 clusters Score -1.108051e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -11080632.000000 Penalty: 5731.949219
	Iteration 58Q: 3 clusters Score -1.108063e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -11080814.000000 Penalty: 5731.949219
	Iteration 59Q: 3 clusters Score -1.108081e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -11080903.000000 Penalty: 5731.949219
	Iteration 60F: 3 clusters Score -1.10809e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -11081127.000000 Penalty: 5731.949219
	Iteration 61Q: 3 clusters Score -1.108113e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -11081369.000000 Penalty: 5731.949219
	Iteration 62Q: 3 clusters Score -1.108137e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -11081525.000000 Penalty: 5731.949219
	Iteration 63Q: 3 clusters Score -1.108152e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -11081787.000000 Penalty: 5731.949219
	Iteration 64Q: 3 clusters Score -1.108179e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -11082049.000000 Penalty: 5731.949219
	Iteration 65Q: 3 clusters Score -1.108205e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -11082315.000000 Penalty: 5731.949219
	Iteration 66Q: 3 clusters Score -1.108232e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -11082588.000000 Penalty: 5731.949219
	Iteration 67Q: 3 clusters Score -1.108259e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -11082807.000000 Penalty: 5731.949219
	Iteration 68Q: 3 clusters Score -1.108281e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -11083123.000000 Penalty: 5731.949219
	Iteration 69Q: 3 clusters Score -1.108312e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -11083448.000000 Penalty: 5731.949219
	Iteration 70Q: 3 clusters Score -1.108345e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 94601 members 
Entering Unmasked Estep 
Score: -11083737.000000 Penalty: 5731.949219
	Iteration 71Q: 3 clusters Score -1.108374e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 95447 members 
Entering Unmasked Estep 
Score: -11084054.000000 Penalty: 5731.949219
	Iteration 72Q: 3 clusters Score -1.108405e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -11084424.000000 Penalty: 5731.949219
	Iteration 73Q: 3 clusters Score -1.108442e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -11084729.000000 Penalty: 5731.949219
	Iteration 74Q: 3 clusters Score -1.108473e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 97765 members 
Entering Unmasked Estep 
Score: -11084985.000000 Penalty: 5731.949219
	Iteration 75Q: 3 clusters Score -1.108498e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -11085265.000000 Penalty: 5731.949219
	Iteration 76Q: 3 clusters Score -1.108526e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -11085541.000000 Penalty: 5731.949219
	Iteration 77Q: 3 clusters Score -1.108554e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -11085761.000000 Penalty: 5731.949219
	Iteration 78Q: 3 clusters Score -1.108576e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -11085932.000000 Penalty: 5731.949219
	Iteration 79Q: 3 clusters Score -1.108593e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -11086088.000000 Penalty: 5731.949219
	Iteration 80F: 3 clusters Score -1.108609e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -11086250.000000 Penalty: 5731.949219
	Iteration 81Q: 3 clusters Score -1.108625e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -11086387.000000 Penalty: 5731.949219
	Iteration 82Q: 3 clusters Score -1.108639e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -11086568.000000 Penalty: 5731.949219
	Iteration 83Q: 3 clusters Score -1.108657e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -11086715.000000 Penalty: 5731.949219
	Iteration 84Q: 3 clusters Score -1.108672e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -11086823.000000 Penalty: 5731.949219
	Iteration 85Q: 3 clusters Score -1.108682e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -11086958.000000 Penalty: 5731.949219
	Iteration 86Q: 3 clusters Score -1.108696e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -11087031.000000 Penalty: 5731.949219
	Iteration 87Q: 3 clusters Score -1.108703e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -11087104.000000 Penalty: 5731.949219
	Iteration 88Q: 3 clusters Score -1.10871e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -11087181.000000 Penalty: 5731.949219
	Iteration 89Q: 3 clusters Score -1.108718e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -11087244.000000 Penalty: 5731.949219
	Iteration 90Q: 3 clusters Score -1.108724e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 102728 members 
Entering Unmasked Estep 
Score: -11087280.000000 Penalty: 5731.949219
	Iteration 91Q: 3 clusters Score -1.108728e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -11087332.000000 Penalty: 5731.949219
	Iteration 92Q: 3 clusters Score -1.108733e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -11087360.000000 Penalty: 5731.949219
	Iteration 93Q: 3 clusters Score -1.108736e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 102904 members 
Entering Unmasked Estep 
Score: -11087388.000000 Penalty: 5731.949219
	Iteration 94Q: 3 clusters Score -1.108739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -11087433.000000 Penalty: 5731.949219
	Iteration 95Q: 3 clusters Score -1.108743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 103004 members 
Entering Unmasked Estep 
Score: -11087480.000000 Penalty: 5731.949219
	Iteration 96Q: 3 clusters Score -1.108748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -11087502.000000 Penalty: 5731.949219
	Iteration 97Q: 3 clusters Score -1.10875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -11087524.000000 Penalty: 5731.949219
	Iteration 98Q: 3 clusters Score -1.108752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -11087543.000000 Penalty: 5731.949219
	Iteration 99Q: 3 clusters Score -1.108754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -11087563.000000 Penalty: 5731.949219
	Iteration 100F: 3 clusters Score -1.108756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -11087563.000000 Penalty: 5731.949219
	Iteration 101Q: 3 clusters Score -1.108756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -11087576.000000 Penalty: 5731.949219
	Iteration 102Q: 3 clusters Score -1.108758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -11087567.000000 Penalty: 5731.949219
	Iteration 103Q: 3 clusters Score -1.108757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -11087569.000000 Penalty: 5731.949219
	Iteration 104Q: 3 clusters Score -1.108757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 103198 members 
Entering Unmasked Estep 
Score: -11087570.000000 Penalty: 5731.949219
	Iteration 105Q: 3 clusters Score -1.108757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 103209 members 
Entering Unmasked Estep 
Score: -11087568.000000 Penalty: 5731.949219
	Iteration 106Q: 3 clusters Score -1.108757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -11087579.000000 Penalty: 5731.949219
	Iteration 107Q: 3 clusters Score -1.108758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -11087595.000000 Penalty: 5731.949219
	Iteration 108Q: 3 clusters Score -1.10876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 103232 members 
Entering Unmasked Estep 
Score: -11087586.000000 Penalty: 5731.949219
	Iteration 109Q: 3 clusters Score -1.108759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -11087592.000000 Penalty: 5731.949219
	Iteration 110Q: 3 clusters Score -1.108759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -11087593.000000 Penalty: 5731.949219
	Iteration 111Q: 3 clusters Score -1.108759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 103262 members 
Entering Unmasked Estep 
Score: -11087607.000000 Penalty: 5731.949219
	Iteration 112Q: 3 clusters Score -1.108761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -11087612.000000 Penalty: 5731.949219
	Iteration 113Q: 3 clusters Score -1.108761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -11087614.000000 Penalty: 5731.949219
	Iteration 114Q: 3 clusters Score -1.108761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -11087618.000000 Penalty: 5731.949219
	Iteration 115Q: 3 clusters Score -1.108762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -11087617.000000 Penalty: 5731.949219
	Iteration 116Q: 3 clusters Score -1.108762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -11087629.000000 Penalty: 5731.949219
	Iteration 117Q: 3 clusters Score -1.108763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -11087632.000000 Penalty: 5731.949219
	Iteration 118Q: 3 clusters Score -1.108763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -11087653.000000 Penalty: 5731.949219
	Iteration 119Q: 3 clusters Score -1.108765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 103326 members 
Entering Unmasked Estep 
Score: -11087650.000000 Penalty: 5731.949219
	Iteration 120F: 3 clusters Score -1.108765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -11087663.000000 Penalty: 5731.949219
	Iteration 121Q: 3 clusters Score -1.108766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -11087676.000000 Penalty: 5731.949219
	Iteration 122Q: 3 clusters Score -1.108768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -11087693.000000 Penalty: 5731.949219
	Iteration 123Q: 3 clusters Score -1.108769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -11087701.000000 Penalty: 5731.949219
	Iteration 124Q: 3 clusters Score -1.10877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -11087704.000000 Penalty: 5731.949219
	Iteration 125Q: 3 clusters Score -1.10877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -11087710.000000 Penalty: 5731.949219
	Iteration 126Q: 3 clusters Score -1.108771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -11087710.000000 Penalty: 5731.949219
	Iteration 127Q: 3 clusters Score -1.108771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -11087711.000000 Penalty: 5731.949219
	Iteration 128Q: 3 clusters Score -1.108771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -11087710.000000 Penalty: 5731.949219
	Iteration 129Q: 3 clusters Score -1.108771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -11087712.000000 Penalty: 5731.949219
	Iteration 130Q: 3 clusters Score -1.108771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -11087706.000000 Penalty: 5731.949219
	Iteration 131Q: 3 clusters Score -1.108771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -11087703.000000 Penalty: 5731.949219
	Iteration 132Q: 3 clusters Score -1.10877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -11087709.000000 Penalty: 5731.949219
	Iteration 133Q: 3 clusters Score -1.108771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -11087718.000000 Penalty: 5731.949219
	Iteration 134Q: 3 clusters Score -1.108772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -11087716.000000 Penalty: 5731.949219
	Iteration 135Q: 3 clusters Score -1.108772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 103401 members 
Entering Unmasked Estep 
Score: -11087725.000000 Penalty: 5731.949219
	Iteration 136Q: 3 clusters Score -1.108772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -11087727.000000 Penalty: 5731.949219
	Iteration 137Q: 3 clusters Score -1.108773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -11087736.000000 Penalty: 5731.949219
	Iteration 138Q: 3 clusters Score -1.108774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -11087739.000000 Penalty: 5731.949219
	Iteration 139Q: 3 clusters Score -1.108774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -11087746.000000 Penalty: 5731.949219
	Iteration 140F: 3 clusters Score -1.108775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -11087747.000000 Penalty: 5731.949219
	Iteration 141Q: 3 clusters Score -1.108775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -11087743.000000 Penalty: 5731.949219
	Iteration 142Q: 3 clusters Score -1.108774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -11087753.000000 Penalty: 5731.949219
	Iteration 143Q: 3 clusters Score -1.108775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -11087753.000000 Penalty: 5731.949219
	Iteration 144F: 3 clusters Score -1.108775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -122746.234375 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -122746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120520.484375 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -120520.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121097.875000 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -121097.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -121449.875000 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -121449.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121729.132812 Penalty: 3612.249512
	Iteration 3F: 3 clusters Score -121729.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121996.054688 Penalty: 3612.249512
	Iteration 4F: 3 clusters Score -121996.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -122244.265625 Penalty: 3612.249512
	Iteration 5F: 3 clusters Score -122244.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122385.656250 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -122385.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122466.359375 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -122466.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122550.617188 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -122550.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122620.046875 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -122620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122653.601562 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -122653.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122673.640625 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -122673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122686.835938 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -122686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -122693.421875 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -122693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122695.398438 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -122695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122697.390625 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -122697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122697.781250 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -122697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122697.781250 Penalty: 3612.249512
	Iteration 17F: 3 clusters Score -122697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -201677.515625 Penalty: 1950.756958
	Iteration 0F: 2 clusters Score -201677.5 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 1319 members 
Entering Unmasked Estep 
Score: -198722.625000 Penalty: 3901.513916
	Iteration 0F: 3 clusters Score -198722.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -199257.187500 Penalty: 3901.513916
	Iteration 1F: 3 clusters Score -199257.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -199376.937500 Penalty: 3901.513916
	Iteration 2F: 3 clusters Score -199376.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -199463.765625 Penalty: 3901.513916
	Iteration 3Q: 3 clusters Score -199463.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -199526.109375 Penalty: 3901.513916
	Iteration 4Q: 3 clusters Score -199526.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -199577.859375 Penalty: 3901.513916
	Iteration 5Q: 3 clusters Score -199577.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -199624.281250 Penalty: 3901.513916
	Iteration 6Q: 3 clusters Score -199624.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -199669.359375 Penalty: 3901.513916
	Iteration 7Q: 3 clusters Score -199669.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -199710.390625 Penalty: 3901.513916
	Iteration 8Q: 3 clusters Score -199710.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -199748.437500 Penalty: 3901.513916
	Iteration 9Q: 3 clusters Score -199748.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -199782.015625 Penalty: 3901.513916
	Iteration 10Q: 3 clusters Score -199782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -199829.640625 Penalty: 3901.513916
	Iteration 11Q: 3 clusters Score -199829.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -199883.093750 Penalty: 3901.513916
	Iteration 12Q: 3 clusters Score -199883.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -199942.109375 Penalty: 3901.513916
	Iteration 13Q: 3 clusters Score -199942.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -199989.828125 Penalty: 3901.513916
	Iteration 14Q: 3 clusters Score -199989.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -200042.593750 Penalty: 3901.513916
	Iteration 15Q: 3 clusters Score -200042.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -200095.484375 Penalty: 3901.513916
	Iteration 16Q: 3 clusters Score -200095.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -200121.562500 Penalty: 3901.513916
	Iteration 17Q: 3 clusters Score -200121.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -200143.640625 Penalty: 3901.513916
	Iteration 18Q: 3 clusters Score -200143.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -200164.687500 Penalty: 3901.513916
	Iteration 19Q: 3 clusters Score -200164.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -200182.265625 Penalty: 3901.513916
	Iteration 20F: 3 clusters Score -200182.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -200196.000000 Penalty: 3901.513916
	Iteration 21Q: 3 clusters Score -200196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -200204.234375 Penalty: 3901.513916
	Iteration 22Q: 3 clusters Score -200204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -200208.046875 Penalty: 3901.513916
	Iteration 23Q: 3 clusters Score -200208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -200215.328125 Penalty: 3901.513916
	Iteration 24Q: 3 clusters Score -200215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -200222.406250 Penalty: 3901.513916
	Iteration 25Q: 3 clusters Score -200222.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -200228.093750 Penalty: 3901.513916
	Iteration 26Q: 3 clusters Score -200228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -200235.421875 Penalty: 3901.513916
	Iteration 27Q: 3 clusters Score -200235.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -200248.281250 Penalty: 3901.513916
	Iteration 28Q: 3 clusters Score -200248.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -200260.953125 Penalty: 3901.513916
	Iteration 29Q: 3 clusters Score -200261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -200270.484375 Penalty: 3901.513916
	Iteration 30Q: 3 clusters Score -200270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -200280.093750 Penalty: 3901.513916
	Iteration 31Q: 3 clusters Score -200280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -200287.828125 Penalty: 3901.513916
	Iteration 32Q: 3 clusters Score -200287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -200293.015625 Penalty: 3901.513916
	Iteration 33Q: 3 clusters Score -200293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -200294.265625 Penalty: 3901.513916
	Iteration 34Q: 3 clusters Score -200294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -200298.031250 Penalty: 3901.513916
	Iteration 35Q: 3 clusters Score -200298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -200302.187500 Penalty: 3901.513916
	Iteration 36Q: 3 clusters Score -200302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -200306.484375 Penalty: 3901.513916
	Iteration 37Q: 3 clusters Score -200306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -200310.140625 Penalty: 3901.513916
	Iteration 38Q: 3 clusters Score -200310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -200313.500000 Penalty: 3901.513916
	Iteration 39Q: 3 clusters Score -200313.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -200318.125000 Penalty: 3901.513916
	Iteration 40F: 3 clusters Score -200318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -200323.187500 Penalty: 3901.513916
	Iteration 41Q: 3 clusters Score -200323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -200324.484375 Penalty: 3901.513916
	Iteration 42Q: 3 clusters Score -200324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -200325.765625 Penalty: 3901.513916
	Iteration 43Q: 3 clusters Score -200325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -200326.265625 Penalty: 3901.513916
	Iteration 44Q: 3 clusters Score -200326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -200326.265625 Penalty: 3901.513916
	Iteration 45F: 3 clusters Score -200326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1050302.000000 Penalty: 2359.122314
	Iteration 0F: 2 clusters Score -1050302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1040466.687500 Penalty: 4718.244629
	Iteration 0F: 3 clusters Score -1040467 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1043896.250000 Penalty: 4718.244629
	Iteration 1F: 3 clusters Score -1043896 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1044719.812500 Penalty: 4718.244629
	Iteration 2F: 3 clusters Score -1044720 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1045478.687500 Penalty: 4718.244629
	Iteration 3F: 3 clusters Score -1045479 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1046063.562500 Penalty: 4718.244629
	Iteration 4F: 3 clusters Score -1046064 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1046568.437500 Penalty: 4718.244629
	Iteration 5F: 3 clusters Score -1046568 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1046994.562500 Penalty: 4718.244629
	Iteration 6F: 3 clusters Score -1046995 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1047407.750000 Penalty: 4718.244629
	Iteration 7Q: 3 clusters Score -1047408 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1047802.125000 Penalty: 4718.244629
	Iteration 8Q: 3 clusters Score -1047802 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1048197.562500 Penalty: 4718.244629
	Iteration 9Q: 3 clusters Score -1048198 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1048570.437500 Penalty: 4718.244629
	Iteration 10Q: 3 clusters Score -1048570 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1048920.750000 Penalty: 4718.244629
	Iteration 11Q: 3 clusters Score -1048921 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1049203.875000 Penalty: 4718.244629
	Iteration 12Q: 3 clusters Score -1049204 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1049385.750000 Penalty: 4718.244629
	Iteration 13Q: 3 clusters Score -1049386 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1049514.250000 Penalty: 4718.244629
	Iteration 14Q: 3 clusters Score -1049514 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1049596.500000 Penalty: 4718.244629
	Iteration 15Q: 3 clusters Score -1049596 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1049647.500000 Penalty: 4718.244629
	Iteration 16Q: 3 clusters Score -1049648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1049680.625000 Penalty: 4718.244629
	Iteration 17Q: 3 clusters Score -1049681 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1049704.250000 Penalty: 4718.244629
	Iteration 18Q: 3 clusters Score -1049704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1049727.125000 Penalty: 4718.244629
	Iteration 19Q: 3 clusters Score -1049727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1049746.625000 Penalty: 4718.244629
	Iteration 20F: 3 clusters Score -1049747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1049759.875000 Penalty: 4718.244629
	Iteration 21Q: 3 clusters Score -1049760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1049771.000000 Penalty: 4718.244629
	Iteration 22Q: 3 clusters Score -1049771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1049781.000000 Penalty: 4718.244629
	Iteration 23Q: 3 clusters Score -1049781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1049787.500000 Penalty: 4718.244629
	Iteration 24Q: 3 clusters Score -1049788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1049793.125000 Penalty: 4718.244629
	Iteration 25Q: 3 clusters Score -1049793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1049800.000000 Penalty: 4718.244629
	Iteration 26Q: 3 clusters Score -1049800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1049810.375000 Penalty: 4718.244629
	Iteration 27Q: 3 clusters Score -1049810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1049813.875000 Penalty: 4718.244629
	Iteration 28Q: 3 clusters Score -1049814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1049819.500000 Penalty: 4718.244629
	Iteration 29Q: 3 clusters Score -1049820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1049825.875000 Penalty: 4718.244629
	Iteration 30Q: 3 clusters Score -1049826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1049827.875000 Penalty: 4718.244629
	Iteration 31Q: 3 clusters Score -1049828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1049831.625000 Penalty: 4718.244629
	Iteration 32Q: 3 clusters Score -1049832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1049837.875000 Penalty: 4718.244629
	Iteration 33Q: 3 clusters Score -1049838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1049842.250000 Penalty: 4718.244629
	Iteration 34Q: 3 clusters Score -1049842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1049844.625000 Penalty: 4718.244629
	Iteration 35Q: 3 clusters Score -1049845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1049845.625000 Penalty: 4718.244629
	Iteration 36Q: 3 clusters Score -1049846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1049846.875000 Penalty: 4718.244629
	Iteration 37Q: 3 clusters Score -1049847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1049847.625000 Penalty: 4718.244629
	Iteration 38Q: 3 clusters Score -1049848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1049849.875000 Penalty: 4718.244629
	Iteration 39Q: 3 clusters Score -1049850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1049850.500000 Penalty: 4718.244629
	Iteration 40F: 3 clusters Score -1049850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1049852.125000 Penalty: 4718.244629
	Iteration 41Q: 3 clusters Score -1049852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1049853.375000 Penalty: 4718.244629
	Iteration 42Q: 3 clusters Score -1049853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1049855.375000 Penalty: 4718.244629
	Iteration 43Q: 3 clusters Score -1049855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1049853.500000 Penalty: 4718.244629
	Iteration 44Q: 3 clusters Score -1049854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1049855.250000 Penalty: 4718.244629
	Iteration 45Q: 3 clusters Score -1049855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1049856.125000 Penalty: 4718.244629
	Iteration 46Q: 3 clusters Score -1049856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1049856.000000 Penalty: 4718.244629
	Iteration 47Q: 3 clusters Score -1049856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1049855.250000 Penalty: 4718.244629
	Iteration 48Q: 3 clusters Score -1049855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1049858.500000 Penalty: 4718.244629
	Iteration 49Q: 3 clusters Score -1049858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1049855.625000 Penalty: 4718.244629
	Iteration 50Q: 3 clusters Score -1049856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1049858.250000 Penalty: 4718.244629
	Iteration 51Q: 3 clusters Score -1049858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1049857.375000 Penalty: 4718.244629
	Iteration 52Q: 3 clusters Score -1049857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1049860.250000 Penalty: 4718.244629
	Iteration 53Q: 3 clusters Score -1049860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1049862.375000 Penalty: 4718.244629
	Iteration 54Q: 3 clusters Score -1049862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1049858.000000 Penalty: 4718.244629
	Iteration 55Q: 3 clusters Score -1049858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1049860.000000 Penalty: 4718.244629
	Iteration 56Q: 3 clusters Score -1049860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1049861.125000 Penalty: 4718.244629
	Iteration 57Q: 3 clusters Score -1049861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1049865.875000 Penalty: 4718.244629
	Iteration 58Q: 3 clusters Score -1049866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1049867.375000 Penalty: 4718.244629
	Iteration 59Q: 3 clusters Score -1049867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1049867.375000 Penalty: 4718.244629
	Iteration 60F: 3 clusters Score -1049867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1049866.750000 Penalty: 4718.244629
	Iteration 61Q: 3 clusters Score -1049867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1049865.625000 Penalty: 4718.244629
	Iteration 62Q: 3 clusters Score -1049866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1049865.625000 Penalty: 4718.244629
	Iteration 63F: 3 clusters Score -1049866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4450 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 164287 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12518 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 53237 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 11187 members 
Mstep: Class 15 contains 20307 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 168356 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 44722 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 50027 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 413 members 
Mstep: Class 26 contains 142074 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 2807 members 
Mstep: Class 29 contains 31890 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 18089 members 
Mstep: Class 32 contains 18781 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4649 members 
Mstep: Class 35 contains 2164 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 12144 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 1774 members 
Mstep: Class 40 contains 7388 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 19670 members 
Mstep: Class 43 contains 3814 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 77665 members 
Mstep: Class 46 contains 5832 members 
Mstep: Class 47 contains 2836 members 
Mstep: Class 48 contains 12712 members 
Mstep: Class 49 contains 1764 members 
Mstep: Class 50 contains 120673 members 
Mstep: Class 51 contains 128533 members 
Mstep: Class 52 contains 13435 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107898 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11885 members 
Mstep: Class 57 contains 104438 members 
Mstep: Class 58 contains 1455 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150804256.000000 Penalty: 242702.312500
Iteration 119Q: 69 clusters Score -1.508043e+08 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 67602 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 164111 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 6524 members 
Mstep: Class 9 contains 12681 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 53032 members 
Mstep: Class 12 contains 1047 members 
Mstep: Class 13 contains 112966 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 20247 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 168901 members 
Mstep: Class 18 contains 2058 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 44303 members 
Mstep: Class 21 contains 33689 members 
Mstep: Class 22 contains 50089 members 
Mstep: Class 23 contains 43407 members 
Mstep: Class 24 contains 5787 members 
Mstep: Class 25 contains 428 members 
Mstep: Class 26 contains 141915 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 3044 members 
Mstep: Class 29 contains 31481 members 
Mstep: Class 30 contains 2872 members 
Mstep: Class 31 contains 17986 members 
Mstep: Class 32 contains 18791 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4725 members 
Mstep: Class 35 contains 2147 members 
Mstep: Class 36 contains 5526 members 
Mstep: Class 37 contains 12133 members 
Mstep: Class 38 contains 3826 members 
Mstep: Class 39 contains 1855 members 
Mstep: Class 40 contains 8630 members 
Mstep: Class 41 contains 3880 members 
Mstep: Class 42 contains 20174 members 
Mstep: Class 43 contains 3886 members 
Mstep: Class 44 contains 1856 members 
Mstep: Class 45 contains 77583 members 
Mstep: Class 46 contains 5829 members 
Mstep: Class 47 contains 2928 members 
Mstep: Class 48 contains 12723 members 
Mstep: Class 49 contains 1758 members 
Mstep: Class 50 contains 120670 members 
Mstep: Class 51 contains 128398 members 
Mstep: Class 52 contains 13670 members 
Mstep: Class 53 contains 1459 members 
Mstep: Class 54 contains 107755 members 
Mstep: Class 55 contains 4388 members 
Mstep: Class 56 contains 11907 members 
Mstep: Class 57 contains 104461 members 
Mstep: Class 58 contains 1491 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13433 members 
Mstep: Class 61 contains 4638 members 
Mstep: Class 62 contains 2949 members 
Mstep: Class 63 contains 1000 members 
Mstep: Class 64 contains 22779 members 
Mstep: Class 65 contains 2455 members 
Mstep: Class 66 contains 5586 members 
Mstep: Class 67 contains 3619 members 
Mstep: Class 68 contains 2834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150808464.000000 Penalty: 242702.312500
Iteration 120F: 69 clusters Score -1.508085e+08 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 67160 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 163979 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 12069 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 52848 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 113010 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 20198 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 168895 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 43926 members 
Mstep: Class 21 contains 33681 members 
Mstep: Class 22 contains 49814 members 
Mstep: Class 23 contains 43416 members 
Mstep: Class 24 contains 5802 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 141883 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 31025 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 17869 members 
Mstep: Class 32 contains 18660 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4745 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 5520 members 
Mstep: Class 37 contains 12119 members 
Mstep: Class 38 contains 3808 members 
Mstep: Class 39 contains 1893 members 
Mstep: Class 40 contains 9584 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 20488 members 
Mstep: Class 43 contains 3893 members 
Mstep: Class 44 contains 1859 members 
Mstep: Class 45 contains 77450 members 
Mstep: Class 46 contains 5836 members 
Mstep: Class 47 contains 2848 members 
Mstep: Class 48 contains 12567 members 
Mstep: Class 49 contains 1755 members 
Mstep: Class 50 contains 120643 members 
Mstep: Class 51 contains 128281 members 
Mstep: Class 52 contains 13851 members 
Mstep: Class 53 contains 1449 members 
Mstep: Class 54 contains 107702 members 
Mstep: Class 55 contains 4388 members 
Mstep: Class 56 contains 11925 members 
Mstep: Class 57 contains 104423 members 
Mstep: Class 58 contains 1407 members 
Mstep: Class 59 contains 2607 members 
Mstep: Class 60 contains 13374 members 
Mstep: Class 61 contains 4755 members 
Mstep: Class 62 contains 3244 members 
Mstep: Class 63 contains 1009 members 
Mstep: Class 64 contains 22774 members 
Mstep: Class 65 contains 2778 members 
Mstep: Class 66 contains 6102 members 
Mstep: Class 67 contains 3917 members 
Mstep: Class 68 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150810928.000000 Penalty: 242702.312500
Iteration 121Q: 69 clusters Score -1.508109e+08 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 66890 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 163865 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 6525 members 
Mstep: Class 9 contains 11554 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 52712 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 13 contains 113167 members 
Mstep: Class 14 contains 11386 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 168934 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 43604 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 49597 members 
Mstep: Class 23 contains 43430 members 
Mstep: Class 24 contains 5809 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 141903 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 30617 members 
Mstep: Class 30 contains 2842 members 
Mstep: Class 31 contains 17764 members 
Mstep: Class 32 contains 18576 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4757 members 
Mstep: Class 35 contains 2080 members 
Mstep: Class 36 contains 5519 members 
Mstep: Class 37 contains 12103 members 
Mstep: Class 38 contains 3814 members 
Mstep: Class 39 contains 1932 members 
Mstep: Class 40 contains 10331 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 20703 members 
Mstep: Class 43 contains 3927 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 77309 members 
Mstep: Class 46 contains 5841 members 
Mstep: Class 47 contains 2814 members 
Mstep: Class 48 contains 12448 members 
Mstep: Class 49 contains 1757 members 
Mstep: Class 50 contains 120629 members 
Mstep: Class 51 contains 128183 members 
Mstep: Class 52 contains 14027 members 
Mstep: Class 53 contains 1453 members 
Mstep: Class 54 contains 107577 members 
Mstep: Class 55 contains 4389 members 
Mstep: Class 56 contains 11954 members 
Mstep: Class 57 contains 104500 members 
Mstep: Class 58 contains 1384 members 
Mstep: Class 59 contains 2606 members 
Mstep: Class 60 contains 13323 members 
Mstep: Class 61 contains 4816 members 
Mstep: Class 62 contains 3386 members 
Mstep: Class 63 contains 1018 members 
Mstep: Class 64 contains 22712 members 
Mstep: Class 65 contains 2973 members 
Mstep: Class 66 contains 6404 members 
Mstep: Class 67 contains 4058 members 
Mstep: Class 68 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812000.000000 Penalty: 242702.312500
Iteration 122Q: 69 clusters Score -1.50812e+08 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 66737 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 163811 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 52611 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 113325 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 20146 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 168967 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 43256 members 
Mstep: Class 21 contains 33664 members 
Mstep: Class 22 contains 49445 members 
Mstep: Class 23 contains 43453 members 
Mstep: Class 24 contains 5814 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 141937 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 3134 members 
Mstep: Class 29 contains 30229 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 17655 members 
Mstep: Class 32 contains 18522 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4780 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5518 members 
Mstep: Class 37 contains 12092 members 
Mstep: Class 38 contains 3820 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 10944 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 20791 members 
Mstep: Class 43 contains 3975 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 77181 members 
Mstep: Class 46 contains 5844 members 
Mstep: Class 47 contains 2780 members 
Mstep: Class 48 contains 12381 members 
Mstep: Class 49 contains 1758 members 
Mstep: Class 50 contains 120623 members 
Mstep: Class 51 contains 128087 members 
Mstep: Class 52 contains 14204 members 
Mstep: Class 53 contains 1470 members 
Mstep: Class 54 contains 107487 members 
Mstep: Class 55 contains 4387 members 
Mstep: Class 56 contains 11978 members 
Mstep: Class 57 contains 104632 members 
Mstep: Class 58 contains 1371 members 
Mstep: Class 59 contains 2606 members 
Mstep: Class 60 contains 13290 members 
Mstep: Class 61 contains 4852 members 
Mstep: Class 62 contains 3478 members 
Mstep: Class 63 contains 1015 members 
Mstep: Class 64 contains 22658 members 
Mstep: Class 65 contains 3076 members 
Mstep: Class 66 contains 6607 members 
Mstep: Class 67 contains 4179 members 
Mstep: Class 68 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150812480.000000 Penalty: 242702.312500
Iteration 123Q: 69 clusters Score -1.508125e+08 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 66625 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 163773 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 6523 members 
Mstep: Class 9 contains 10768 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 52495 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113416 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 20146 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 169010 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 42943 members 
Mstep: Class 21 contains 33655 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 43470 members 
Mstep: Class 24 contains 5812 members 
Mstep: Class 25 contains 482 members 
Mstep: Class 26 contains 141977 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 29916 members 
Mstep: Class 30 contains 2833 members 
Mstep: Class 31 contains 17576 members 
Mstep: Class 32 contains 18487 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4786 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5517 members 
Mstep: Class 37 contains 12077 members 
Mstep: Class 38 contains 3828 members 
Mstep: Class 39 contains 1983 members 
Mstep: Class 40 contains 11384 members 
Mstep: Class 41 contains 3877 members 
Mstep: Class 42 contains 20821 members 
Mstep: Class 43 contains 4004 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 77080 members 
Mstep: Class 46 contains 5853 members 
Mstep: Class 47 contains 2762 members 
Mstep: Class 48 contains 12358 members 
Mstep: Class 49 contains 1755 members 
Mstep: Class 50 contains 120615 members 
Mstep: Class 51 contains 128030 members 
Mstep: Class 52 contains 14437 members 
Mstep: Class 53 contains 1473 members 
Mstep: Class 54 contains 107436 members 
Mstep: Class 55 contains 4387 members 
Mstep: Class 56 contains 11987 members 
Mstep: Class 57 contains 104782 members 
Mstep: Class 58 contains 1365 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13291 members 
Mstep: Class 61 contains 4870 members 
Mstep: Class 62 contains 3518 members 
Mstep: Class 63 contains 1020 members 
Mstep: Class 64 contains 22599 members 
Mstep: Class 65 contains 3136 members 
Mstep: Class 66 contains 6738 members 
Mstep: Class 67 contains 4282 members 
Mstep: Class 68 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150813024.000000 Penalty: 242702.312500
Iteration 124Q: 69 clusters Score -1.50813e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 66549 members 
Mstep: Class 5 contains 3099 members 
Mstep: Class 6 contains 163750 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 10474 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 52386 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113447 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 15 contains 20141 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 169038 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 42609 members 
Mstep: Class 21 contains 33659 members 
Mstep: Class 22 contains 49291 members 
Mstep: Class 23 contains 43483 members 
Mstep: Class 24 contains 5817 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142078 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3154 members 
Mstep: Class 29 contains 29651 members 
Mstep: Class 30 contains 2829 members 
Mstep: Class 31 contains 17525 members 
Mstep: Class 32 contains 18477 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4786 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 12065 members 
Mstep: Class 38 contains 3834 members 
Mstep: Class 39 contains 2006 members 
Mstep: Class 40 contains 11707 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 20835 members 
Mstep: Class 43 contains 4030 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 76949 members 
Mstep: Class 46 contains 5862 members 
Mstep: Class 47 contains 2752 members 
Mstep: Class 48 contains 12344 members 
Mstep: Class 49 contains 1752 members 
Mstep: Class 50 contains 120603 members 
Mstep: Class 51 contains 128005 members 
Mstep: Class 52 contains 14678 members 
Mstep: Class 53 contains 1473 members 
Mstep: Class 54 contains 107361 members 
Mstep: Class 55 contains 4388 members 
Mstep: Class 56 contains 11997 members 
Mstep: Class 57 contains 104976 members 
Mstep: Class 58 contains 1363 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13294 members 
Mstep: Class 61 contains 4884 members 
Mstep: Class 62 contains 3543 members 
Mstep: Class 63 contains 1021 members 
Mstep: Class 64 contains 22559 members 
Mstep: Class 65 contains 3170 members 
Mstep: Class 66 contains 6822 members 
Mstep: Class 67 contains 4380 members 
Mstep: Class 68 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150813408.000000 Penalty: 242702.312500
Iteration 125Q: 69 clusters Score -1.508134e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 66485 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 163739 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 10242 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 52292 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113444 members 
Mstep: Class 14 contains 11540 members 
Mstep: Class 15 contains 20133 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 169066 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 42259 members 
Mstep: Class 21 contains 33662 members 
Mstep: Class 22 contains 49244 members 
Mstep: Class 23 contains 43510 members 
Mstep: Class 24 contains 5819 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 142206 members 
Mstep: Class 27 contains 2833 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 29418 members 
Mstep: Class 30 contains 2824 members 
Mstep: Class 31 contains 17491 members 
Mstep: Class 32 contains 18467 members 
Mstep: Class 33 contains 5012 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5518 members 
Mstep: Class 37 contains 12058 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 2027 members 
Mstep: Class 40 contains 11960 members 
Mstep: Class 41 contains 3879 members 
Mstep: Class 42 contains 20826 members 
Mstep: Class 43 contains 4049 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 76809 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2743 members 
Mstep: Class 48 contains 12324 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120597 members 
Mstep: Class 51 contains 128013 members 
Mstep: Class 52 contains 14905 members 
Mstep: Class 53 contains 1476 members 
Mstep: Class 54 contains 107300 members 
Mstep: Class 55 contains 4390 members 
Mstep: Class 56 contains 12000 members 
Mstep: Class 57 contains 105166 members 
Mstep: Class 58 contains 1374 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13290 members 
Mstep: Class 61 contains 4898 members 
Mstep: Class 62 contains 3558 members 
Mstep: Class 63 contains 1021 members 
Mstep: Class 64 contains 22530 members 
Mstep: Class 65 contains 3198 members 
Mstep: Class 66 contains 6884 members 
Mstep: Class 67 contains 4492 members 
Mstep: Class 68 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150813664.000000 Penalty: 242702.312500
Iteration 126Q: 69 clusters Score -1.508137e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 66441 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 163728 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 10033 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 52201 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113373 members 
Mstep: Class 14 contains 11542 members 
Mstep: Class 15 contains 20126 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 169085 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 41925 members 
Mstep: Class 21 contains 33660 members 
Mstep: Class 22 contains 49217 members 
Mstep: Class 23 contains 43524 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142288 members 
Mstep: Class 27 contains 2831 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 29239 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 17454 members 
Mstep: Class 32 contains 18460 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4804 members 
Mstep: Class 35 contains 2077 members 
Mstep: Class 36 contains 5519 members 
Mstep: Class 37 contains 12054 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 2049 members 
Mstep: Class 40 contains 12169 members 
Mstep: Class 41 contains 3880 members 
Mstep: Class 42 contains 20801 members 
Mstep: Class 43 contains 4072 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 76694 members 
Mstep: Class 46 contains 5875 members 
Mstep: Class 47 contains 2733 members 
Mstep: Class 48 contains 12289 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120595 members 
Mstep: Class 51 contains 128052 members 
Mstep: Class 52 contains 15129 members 
Mstep: Class 53 contains 1476 members 
Mstep: Class 54 contains 107293 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12007 members 
Mstep: Class 57 contains 105379 members 
Mstep: Class 58 contains 1381 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13295 members 
Mstep: Class 61 contains 4911 members 
Mstep: Class 62 contains 3579 members 
Mstep: Class 63 contains 1023 members 
Mstep: Class 64 contains 22504 members 
Mstep: Class 65 contains 3210 members 
Mstep: Class 66 contains 6919 members 
Mstep: Class 67 contains 4606 members 
Mstep: Class 68 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150814080.000000 Penalty: 242702.312500
Iteration 127Q: 69 clusters Score -1.508141e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 66406 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 163721 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 52112 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 113347 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 20126 members 
Mstep: Class 16 contains 5177 members 
Mstep: Class 17 contains 169099 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 41558 members 
Mstep: Class 21 contains 33652 members 
Mstep: Class 22 contains 49194 members 
Mstep: Class 23 contains 43533 members 
Mstep: Class 24 contains 5823 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142341 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3160 members 
Mstep: Class 29 contains 29051 members 
Mstep: Class 30 contains 2810 members 
Mstep: Class 31 contains 17422 members 
Mstep: Class 32 contains 18458 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4821 members 
Mstep: Class 35 contains 2078 members 
Mstep: Class 36 contains 5519 members 
Mstep: Class 37 contains 12047 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 2069 members 
Mstep: Class 40 contains 12359 members 
Mstep: Class 41 contains 3880 members 
Mstep: Class 42 contains 20760 members 
Mstep: Class 43 contains 4091 members 
Mstep: Class 44 contains 1856 members 
Mstep: Class 45 contains 76581 members 
Mstep: Class 46 contains 5877 members 
Mstep: Class 47 contains 2731 members 
Mstep: Class 48 contains 12277 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120612 members 
Mstep: Class 51 contains 128091 members 
Mstep: Class 52 contains 15377 members 
Mstep: Class 53 contains 1480 members 
Mstep: Class 54 contains 107279 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12011 members 
Mstep: Class 57 contains 105599 members 
Mstep: Class 58 contains 1392 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13294 members 
Mstep: Class 61 contains 4916 members 
Mstep: Class 62 contains 3585 members 
Mstep: Class 63 contains 1024 members 
Mstep: Class 64 contains 22486 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 6951 members 
Mstep: Class 67 contains 4715 members 
Mstep: Class 68 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150814192.000000 Penalty: 242702.312500
Iteration 128Q: 69 clusters Score -1.508142e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 66376 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 163710 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9743 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 52035 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113301 members 
Mstep: Class 14 contains 11556 members 
Mstep: Class 15 contains 20125 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 169117 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 41203 members 
Mstep: Class 21 contains 33648 members 
Mstep: Class 22 contains 49177 members 
Mstep: Class 23 contains 43536 members 
Mstep: Class 24 contains 5824 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142409 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 28873 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 17387 members 
Mstep: Class 32 contains 18452 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4833 members 
Mstep: Class 35 contains 2079 members 
Mstep: Class 36 contains 5518 members 
Mstep: Class 37 contains 12042 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 2089 members 
Mstep: Class 40 contains 12528 members 
Mstep: Class 41 contains 3879 members 
Mstep: Class 42 contains 20667 members 
Mstep: Class 43 contains 4112 members 
Mstep: Class 44 contains 1856 members 
Mstep: Class 45 contains 76503 members 
Mstep: Class 46 contains 5881 members 
Mstep: Class 47 contains 2725 members 
Mstep: Class 48 contains 12266 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120624 members 
Mstep: Class 51 contains 128140 members 
Mstep: Class 52 contains 15623 members 
Mstep: Class 53 contains 1481 members 
Mstep: Class 54 contains 107265 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12012 members 
Mstep: Class 57 contains 105811 members 
Mstep: Class 58 contains 1401 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13298 members 
Mstep: Class 61 contains 4925 members 
Mstep: Class 62 contains 3591 members 
Mstep: Class 63 contains 1025 members 
Mstep: Class 64 contains 22469 members 
Mstep: Class 65 contains 3217 members 
Mstep: Class 66 contains 6980 members 
Mstep: Class 67 contains 4825 members 
Mstep: Class 68 contains 5221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150815072.000000 Penalty: 242702.312500
Iteration 129Q: 69 clusters Score -1.508151e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 6574 members 
Mstep: Class 4 contains 66340 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 163702 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 51967 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113261 members 
Mstep: Class 14 contains 11561 members 
Mstep: Class 15 contains 20125 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 169131 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 40810 members 
Mstep: Class 21 contains 33651 members 
Mstep: Class 22 contains 49167 members 
Mstep: Class 23 contains 43536 members 
Mstep: Class 24 contains 5825 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142469 members 
Mstep: Class 27 contains 2829 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 28685 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 17354 members 
Mstep: Class 32 contains 18450 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4841 members 
Mstep: Class 35 contains 2076 members 
Mstep: Class 36 contains 5518 members 
Mstep: Class 37 contains 12036 members 
Mstep: Class 38 contains 3851 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 12697 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 20568 members 
Mstep: Class 43 contains 4131 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 76443 members 
Mstep: Class 46 contains 5888 members 
Mstep: Class 47 contains 2725 members 
Mstep: Class 48 contains 12255 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120633 members 
Mstep: Class 51 contains 128209 members 
Mstep: Class 52 contains 15869 members 
Mstep: Class 53 contains 1483 members 
Mstep: Class 54 contains 107235 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12014 members 
Mstep: Class 57 contains 106039 members 
Mstep: Class 58 contains 1405 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13295 members 
Mstep: Class 61 contains 4931 members 
Mstep: Class 62 contains 3604 members 
Mstep: Class 63 contains 1025 members 
Mstep: Class 64 contains 22454 members 
Mstep: Class 65 contains 3220 members 
Mstep: Class 66 contains 7003 members 
Mstep: Class 67 contains 4937 members 
Mstep: Class 68 contains 5294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150815616.000000 Penalty: 242702.312500
Iteration 130Q: 69 clusters Score -1.508156e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 66330 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 163678 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9584 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 51916 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113190 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 169148 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 40484 members 
Mstep: Class 21 contains 33644 members 
Mstep: Class 22 contains 49161 members 
Mstep: Class 23 contains 43531 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142561 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 28538 members 
Mstep: Class 30 contains 2798 members 
Mstep: Class 31 contains 17329 members 
Mstep: Class 32 contains 18449 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4847 members 
Mstep: Class 35 contains 2074 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 12027 members 
Mstep: Class 38 contains 3852 members 
Mstep: Class 39 contains 2106 members 
Mstep: Class 40 contains 12854 members 
Mstep: Class 41 contains 3878 members 
Mstep: Class 42 contains 20468 members 
Mstep: Class 43 contains 4148 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 76321 members 
Mstep: Class 46 contains 5903 members 
Mstep: Class 47 contains 2719 members 
Mstep: Class 48 contains 12239 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120634 members 
Mstep: Class 51 contains 128285 members 
Mstep: Class 52 contains 16073 members 
Mstep: Class 53 contains 1486 members 
Mstep: Class 54 contains 107237 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12014 members 
Mstep: Class 57 contains 106275 members 
Mstep: Class 58 contains 1413 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13302 members 
Mstep: Class 61 contains 4939 members 
Mstep: Class 62 contains 3611 members 
Mstep: Class 63 contains 1025 members 
Mstep: Class 64 contains 22437 members 
Mstep: Class 65 contains 3216 members 
Mstep: Class 66 contains 7016 members 
Mstep: Class 67 contains 5044 members 
Mstep: Class 68 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150815552.000000 Penalty: 242702.312500
Iteration 131Q: 69 clusters Score -1.508156e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 6532 members 
Mstep: Class 4 contains 66318 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 163654 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 51865 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113124 members 
Mstep: Class 14 contains 11558 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 169156 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 40182 members 
Mstep: Class 21 contains 33644 members 
Mstep: Class 22 contains 49152 members 
Mstep: Class 23 contains 43543 members 
Mstep: Class 24 contains 5833 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 142664 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 28380 members 
Mstep: Class 30 contains 2794 members 
Mstep: Class 31 contains 17312 members 
Mstep: Class 32 contains 18446 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4853 members 
Mstep: Class 35 contains 2069 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 12025 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 2121 members 
Mstep: Class 40 contains 13003 members 
Mstep: Class 41 contains 3876 members 
Mstep: Class 42 contains 20370 members 
Mstep: Class 43 contains 4166 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 76234 members 
Mstep: Class 46 contains 5902 members 
Mstep: Class 47 contains 2712 members 
Mstep: Class 48 contains 12211 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120627 members 
Mstep: Class 51 contains 128350 members 
Mstep: Class 52 contains 16263 members 
Mstep: Class 53 contains 1487 members 
Mstep: Class 54 contains 107209 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12014 members 
Mstep: Class 57 contains 106512 members 
Mstep: Class 58 contains 1413 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13302 members 
Mstep: Class 61 contains 4944 members 
Mstep: Class 62 contains 3621 members 
Mstep: Class 63 contains 1026 members 
Mstep: Class 64 contains 22431 members 
Mstep: Class 65 contains 3213 members 
Mstep: Class 66 contains 7031 members 
Mstep: Class 67 contains 5152 members 
Mstep: Class 68 contains 5392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150815840.000000 Penalty: 242702.312500
Iteration 132Q: 69 clusters Score -1.508158e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 66306 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 163640 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9474 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 51835 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 113030 members 
Mstep: Class 14 contains 11561 members 
Mstep: Class 15 contains 20124 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 169163 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39923 members 
Mstep: Class 21 contains 33648 members 
Mstep: Class 22 contains 49146 members 
Mstep: Class 23 contains 43548 members 
Mstep: Class 24 contains 5838 members 
Mstep: Class 25 contains 487 members 
Mstep: Class 26 contains 142735 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3156 members 
Mstep: Class 29 contains 28249 members 
Mstep: Class 30 contains 2792 members 
Mstep: Class 31 contains 17297 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 4863 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 12024 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 2132 members 
Mstep: Class 40 contains 13118 members 
Mstep: Class 41 contains 3875 members 
Mstep: Class 42 contains 20268 members 
Mstep: Class 43 contains 4175 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 76135 members 
Mstep: Class 46 contains 5910 members 
Mstep: Class 47 contains 2711 members 
Mstep: Class 48 contains 12185 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120621 members 
Mstep: Class 51 contains 128395 members 
Mstep: Class 52 contains 16422 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 107224 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 106742 members 
Mstep: Class 58 contains 1407 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13296 members 
Mstep: Class 61 contains 4949 members 
Mstep: Class 62 contains 3635 members 
Mstep: Class 63 contains 1027 members 
Mstep: Class 64 contains 22424 members 
Mstep: Class 65 contains 3214 members 
Mstep: Class 66 contains 7038 members 
Mstep: Class 67 contains 5263 members 
Mstep: Class 68 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150815856.000000 Penalty: 242702.312500
Iteration 133Q: 69 clusters Score -1.508159e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 66302 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 163618 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 51812 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112954 members 
Mstep: Class 14 contains 11570 members 
Mstep: Class 15 contains 20126 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 169171 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39718 members 
Mstep: Class 21 contains 33647 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43550 members 
Mstep: Class 24 contains 5839 members 
Mstep: Class 25 contains 487 members 
Mstep: Class 26 contains 142793 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 28128 members 
Mstep: Class 30 contains 2791 members 
Mstep: Class 31 contains 17285 members 
Mstep: Class 32 contains 18448 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4866 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5516 members 
Mstep: Class 37 contains 12022 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 2142 members 
Mstep: Class 40 contains 13223 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 20197 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 76036 members 
Mstep: Class 46 contains 5905 members 
Mstep: Class 47 contains 2710 members 
Mstep: Class 48 contains 12170 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120623 members 
Mstep: Class 51 contains 128442 members 
Mstep: Class 52 contains 16534 members 
Mstep: Class 53 contains 1487 members 
Mstep: Class 54 contains 107242 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 106944 members 
Mstep: Class 58 contains 1404 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13294 members 
Mstep: Class 61 contains 4951 members 
Mstep: Class 62 contains 3646 members 
Mstep: Class 63 contains 1030 members 
Mstep: Class 64 contains 22415 members 
Mstep: Class 65 contains 3219 members 
Mstep: Class 66 contains 7043 members 
Mstep: Class 67 contains 5350 members 
Mstep: Class 68 contains 5483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816112.000000 Penalty: 242702.312500
Iteration 134Q: 69 clusters Score -1.508161e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 66299 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 163602 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9388 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 51794 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112883 members 
Mstep: Class 14 contains 11572 members 
Mstep: Class 15 contains 20127 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 169178 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39550 members 
Mstep: Class 21 contains 33646 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 43548 members 
Mstep: Class 24 contains 5840 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 142853 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 28030 members 
Mstep: Class 30 contains 2790 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 18450 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4867 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5515 members 
Mstep: Class 37 contains 12018 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2149 members 
Mstep: Class 40 contains 13319 members 
Mstep: Class 41 contains 3874 members 
Mstep: Class 42 contains 20140 members 
Mstep: Class 43 contains 4194 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 75932 members 
Mstep: Class 46 contains 5904 members 
Mstep: Class 47 contains 2706 members 
Mstep: Class 48 contains 12159 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120632 members 
Mstep: Class 51 contains 128486 members 
Mstep: Class 52 contains 16626 members 
Mstep: Class 53 contains 1493 members 
Mstep: Class 54 contains 107259 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 107117 members 
Mstep: Class 58 contains 1400 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13284 members 
Mstep: Class 61 contains 4956 members 
Mstep: Class 62 contains 3643 members 
Mstep: Class 63 contains 1032 members 
Mstep: Class 64 contains 22408 members 
Mstep: Class 65 contains 3220 members 
Mstep: Class 66 contains 7044 members 
Mstep: Class 67 contains 5433 members 
Mstep: Class 68 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816048.000000 Penalty: 242702.312500
Iteration 135Q: 69 clusters Score -1.50816e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6471 members 
Mstep: Class 4 contains 66296 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 163602 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9359 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112778 members 
Mstep: Class 14 contains 11566 members 
Mstep: Class 15 contains 20124 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 169190 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39399 members 
Mstep: Class 21 contains 33646 members 
Mstep: Class 22 contains 49127 members 
Mstep: Class 23 contains 43552 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 142886 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27948 members 
Mstep: Class 30 contains 2794 members 
Mstep: Class 31 contains 17268 members 
Mstep: Class 32 contains 18450 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4871 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5515 members 
Mstep: Class 37 contains 12014 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2155 members 
Mstep: Class 40 contains 13393 members 
Mstep: Class 41 contains 3871 members 
Mstep: Class 42 contains 20066 members 
Mstep: Class 43 contains 4204 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 75869 members 
Mstep: Class 46 contains 5902 members 
Mstep: Class 47 contains 2703 members 
Mstep: Class 48 contains 12143 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120636 members 
Mstep: Class 51 contains 128521 members 
Mstep: Class 52 contains 16709 members 
Mstep: Class 53 contains 1500 members 
Mstep: Class 54 contains 107286 members 
Mstep: Class 55 contains 4393 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 107299 members 
Mstep: Class 58 contains 1399 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13267 members 
Mstep: Class 61 contains 4959 members 
Mstep: Class 62 contains 3640 members 
Mstep: Class 63 contains 1035 members 
Mstep: Class 64 contains 22395 members 
Mstep: Class 65 contains 3223 members 
Mstep: Class 66 contains 7046 members 
Mstep: Class 67 contains 5522 members 
Mstep: Class 68 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816208.000000 Penalty: 242702.312500
Iteration 136Q: 69 clusters Score -1.508162e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6459 members 
Mstep: Class 4 contains 66290 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 163596 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9341 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 51742 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112690 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 20121 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 169199 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39279 members 
Mstep: Class 21 contains 33640 members 
Mstep: Class 22 contains 49126 members 
Mstep: Class 23 contains 43561 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 142930 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27874 members 
Mstep: Class 30 contains 2799 members 
Mstep: Class 31 contains 17256 members 
Mstep: Class 32 contains 18450 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4877 members 
Mstep: Class 35 contains 2076 members 
Mstep: Class 36 contains 5514 members 
Mstep: Class 37 contains 12011 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2158 members 
Mstep: Class 40 contains 13478 members 
Mstep: Class 41 contains 3869 members 
Mstep: Class 42 contains 19987 members 
Mstep: Class 43 contains 4211 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 75791 members 
Mstep: Class 46 contains 5904 members 
Mstep: Class 47 contains 2702 members 
Mstep: Class 48 contains 12129 members 
Mstep: Class 49 contains 1751 members 
Mstep: Class 50 contains 120649 members 
Mstep: Class 51 contains 128543 members 
Mstep: Class 52 contains 16775 members 
Mstep: Class 53 contains 1502 members 
Mstep: Class 54 contains 107294 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 107495 members 
Mstep: Class 58 contains 1401 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13250 members 
Mstep: Class 61 contains 4960 members 
Mstep: Class 62 contains 3641 members 
Mstep: Class 63 contains 1037 members 
Mstep: Class 64 contains 22386 members 
Mstep: Class 65 contains 3226 members 
Mstep: Class 66 contains 7047 members 
Mstep: Class 67 contains 5601 members 
Mstep: Class 68 contains 5560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 137Q: 69 clusters Score -1.508163e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6442 members 
Mstep: Class 4 contains 66283 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 163592 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9322 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 51719 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112591 members 
Mstep: Class 14 contains 11546 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 169206 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39200 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 49128 members 
Mstep: Class 23 contains 43566 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 487 members 
Mstep: Class 26 contains 142957 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27833 members 
Mstep: Class 30 contains 2801 members 
Mstep: Class 31 contains 17241 members 
Mstep: Class 32 contains 18449 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4878 members 
Mstep: Class 35 contains 2076 members 
Mstep: Class 36 contains 5513 members 
Mstep: Class 37 contains 12009 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2160 members 
Mstep: Class 40 contains 13548 members 
Mstep: Class 41 contains 3868 members 
Mstep: Class 42 contains 19913 members 
Mstep: Class 43 contains 4216 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 75713 members 
Mstep: Class 46 contains 5905 members 
Mstep: Class 47 contains 2701 members 
Mstep: Class 48 contains 12113 members 
Mstep: Class 49 contains 1752 members 
Mstep: Class 50 contains 120656 members 
Mstep: Class 51 contains 128576 members 
Mstep: Class 52 contains 16810 members 
Mstep: Class 53 contains 1498 members 
Mstep: Class 54 contains 107301 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12016 members 
Mstep: Class 57 contains 107688 members 
Mstep: Class 58 contains 1404 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13240 members 
Mstep: Class 61 contains 4961 members 
Mstep: Class 62 contains 3644 members 
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Mstep: Class 64 contains 22378 members 
Mstep: Class 65 contains 3229 members 
Mstep: Class 66 contains 7049 members 
Mstep: Class 67 contains 5676 members 
Mstep: Class 68 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816352.000000 Penalty: 242702.312500
Iteration 138Q: 69 clusters Score -1.508164e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6430 members 
Mstep: Class 4 contains 66280 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 163589 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 51708 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112496 members 
Mstep: Class 14 contains 11555 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 169208 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39123 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49127 members 
Mstep: Class 23 contains 43568 members 
Mstep: Class 24 contains 5844 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 142982 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27790 members 
Mstep: Class 30 contains 2810 members 
Mstep: Class 31 contains 17233 members 
Mstep: Class 32 contains 18448 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4883 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5512 members 
Mstep: Class 37 contains 12007 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2162 members 
Mstep: Class 40 contains 13614 members 
Mstep: Class 41 contains 3867 members 
Mstep: Class 42 contains 19842 members 
Mstep: Class 43 contains 4222 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 75636 members 
Mstep: Class 46 contains 5895 members 
Mstep: Class 47 contains 2701 members 
Mstep: Class 48 contains 12105 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120660 members 
Mstep: Class 51 contains 128591 members 
Mstep: Class 52 contains 16841 members 
Mstep: Class 53 contains 1496 members 
Mstep: Class 54 contains 107290 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 107868 members 
Mstep: Class 58 contains 1407 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13230 members 
Mstep: Class 61 contains 4961 members 
Mstep: Class 62 contains 3649 members 
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Mstep: Class 64 contains 22378 members 
Mstep: Class 65 contains 3233 members 
Mstep: Class 66 contains 7050 members 
Mstep: Class 67 contains 5761 members 
Mstep: Class 68 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816320.000000 Penalty: 242702.312500
Iteration 139Q: 69 clusters Score -1.508163e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6416 members 
Mstep: Class 4 contains 66278 members 
Mstep: Class 5 contains 3014 members 
Mstep: Class 6 contains 163572 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 9305 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 51705 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112409 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 169210 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39081 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49128 members 
Mstep: Class 23 contains 43574 members 
Mstep: Class 24 contains 5844 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 142978 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27740 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 17226 members 
Mstep: Class 32 contains 18448 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4889 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5512 members 
Mstep: Class 37 contains 12007 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2164 members 
Mstep: Class 40 contains 13662 members 
Mstep: Class 41 contains 3866 members 
Mstep: Class 42 contains 19770 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 75564 members 
Mstep: Class 46 contains 5896 members 
Mstep: Class 47 contains 2701 members 
Mstep: Class 48 contains 12099 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120663 members 
Mstep: Class 51 contains 128604 members 
Mstep: Class 52 contains 16850 members 
Mstep: Class 53 contains 1492 members 
Mstep: Class 54 contains 107264 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 108102 members 
Mstep: Class 58 contains 1403 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13227 members 
Mstep: Class 61 contains 4961 members 
Mstep: Class 62 contains 3656 members 
Mstep: Class 63 contains 1044 members 
Mstep: Class 64 contains 22376 members 
Mstep: Class 65 contains 3234 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 5838 members 
Mstep: Class 68 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 140F: 69 clusters Score -1.508163e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6403 members 
Mstep: Class 4 contains 66276 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 163561 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9297 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 51701 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 112320 members 
Mstep: Class 14 contains 11552 members 
Mstep: Class 15 contains 20120 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 169213 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 39032 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49128 members 
Mstep: Class 23 contains 43581 members 
Mstep: Class 24 contains 5846 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 142986 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27690 members 
Mstep: Class 30 contains 2812 members 
Mstep: Class 31 contains 17217 members 
Mstep: Class 32 contains 18448 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4893 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5512 members 
Mstep: Class 37 contains 12004 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2165 members 
Mstep: Class 40 contains 13715 members 
Mstep: Class 41 contains 3867 members 
Mstep: Class 42 contains 19694 members 
Mstep: Class 43 contains 4239 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 75499 members 
Mstep: Class 46 contains 5894 members 
Mstep: Class 47 contains 2702 members 
Mstep: Class 48 contains 12085 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120676 members 
Mstep: Class 51 contains 128620 members 
Mstep: Class 52 contains 16847 members 
Mstep: Class 53 contains 1491 members 
Mstep: Class 54 contains 107274 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 108303 members 
Mstep: Class 58 contains 1436 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13220 members 
Mstep: Class 61 contains 4962 members 
Mstep: Class 62 contains 3660 members 
Mstep: Class 63 contains 1044 members 
Mstep: Class 64 contains 22374 members 
Mstep: Class 65 contains 3233 members 
Mstep: Class 66 contains 7051 members 
Mstep: Class 67 contains 5908 members 
Mstep: Class 68 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816480.000000 Penalty: 242702.312500
Iteration 141Q: 69 clusters Score -1.508165e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 66273 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163550 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9280 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51700 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 112242 members 
Mstep: Class 14 contains 11552 members 
Mstep: Class 15 contains 20117 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 169217 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38992 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49128 members 
Mstep: Class 23 contains 43588 members 
Mstep: Class 24 contains 5845 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 142995 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27626 members 
Mstep: Class 30 contains 2817 members 
Mstep: Class 31 contains 17215 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4899 members 
Mstep: Class 35 contains 2074 members 
Mstep: Class 36 contains 5512 members 
Mstep: Class 37 contains 12003 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13764 members 
Mstep: Class 41 contains 3866 members 
Mstep: Class 42 contains 19623 members 
Mstep: Class 43 contains 4244 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 75427 members 
Mstep: Class 46 contains 5890 members 
Mstep: Class 47 contains 2700 members 
Mstep: Class 48 contains 12072 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120684 members 
Mstep: Class 51 contains 128621 members 
Mstep: Class 52 contains 16846 members 
Mstep: Class 53 contains 1497 members 
Mstep: Class 54 contains 107276 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 108515 members 
Mstep: Class 58 contains 1441 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13218 members 
Mstep: Class 61 contains 4963 members 
Mstep: Class 62 contains 3665 members 
Mstep: Class 63 contains 1044 members 
Mstep: Class 64 contains 22370 members 
Mstep: Class 65 contains 3233 members 
Mstep: Class 66 contains 7054 members 
Mstep: Class 67 contains 5975 members 
Mstep: Class 68 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816640.000000 Penalty: 242702.312500
Iteration 142Q: 69 clusters Score -1.508166e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 6385 members 
Mstep: Class 4 contains 66269 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163542 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51701 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 112160 members 
Mstep: Class 14 contains 11559 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 169219 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38962 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 43595 members 
Mstep: Class 24 contains 5849 members 
Mstep: Class 25 contains 488 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27602 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 17213 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4900 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 12003 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13793 members 
Mstep: Class 41 contains 3865 members 
Mstep: Class 42 contains 19540 members 
Mstep: Class 43 contains 4246 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 75336 members 
Mstep: Class 46 contains 5880 members 
Mstep: Class 47 contains 2698 members 
Mstep: Class 48 contains 12063 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120683 members 
Mstep: Class 51 contains 128622 members 
Mstep: Class 52 contains 16856 members 
Mstep: Class 53 contains 1501 members 
Mstep: Class 54 contains 107264 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 108690 members 
Mstep: Class 58 contains 1442 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13215 members 
Mstep: Class 61 contains 4964 members 
Mstep: Class 62 contains 3669 members 
Mstep: Class 63 contains 1045 members 
Mstep: Class 64 contains 22369 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6046 members 
Mstep: Class 68 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816496.000000 Penalty: 242702.312500
Iteration 143Q: 69 clusters Score -1.508165e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 66268 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163530 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9254 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51699 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 112052 members 
Mstep: Class 14 contains 11566 members 
Mstep: Class 15 contains 20112 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 169220 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38923 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 49132 members 
Mstep: Class 23 contains 43602 members 
Mstep: Class 24 contains 5852 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 143052 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27598 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 17213 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4901 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 12003 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13826 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 19493 members 
Mstep: Class 43 contains 4247 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 75271 members 
Mstep: Class 46 contains 5869 members 
Mstep: Class 47 contains 2696 members 
Mstep: Class 48 contains 12055 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120687 members 
Mstep: Class 51 contains 128631 members 
Mstep: Class 52 contains 16865 members 
Mstep: Class 53 contains 1504 members 
Mstep: Class 54 contains 107263 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12015 members 
Mstep: Class 57 contains 108839 members 
Mstep: Class 58 contains 1441 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13211 members 
Mstep: Class 61 contains 4964 members 
Mstep: Class 62 contains 3673 members 
Mstep: Class 63 contains 1047 members 
Mstep: Class 64 contains 22368 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6105 members 
Mstep: Class 68 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816528.000000 Penalty: 242702.312500
Iteration 144Q: 69 clusters Score -1.508165e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 66268 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163521 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51695 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 111962 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 20113 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 169221 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38901 members 
Mstep: Class 21 contains 33642 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 43605 members 
Mstep: Class 24 contains 5856 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 143095 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27585 members 
Mstep: Class 30 contains 2830 members 
Mstep: Class 31 contains 17207 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4901 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 12001 members 
Mstep: Class 38 contains 3856 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13850 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 19424 members 
Mstep: Class 43 contains 4249 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 75196 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2695 members 
Mstep: Class 48 contains 12049 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120691 members 
Mstep: Class 51 contains 128633 members 
Mstep: Class 52 contains 16868 members 
Mstep: Class 53 contains 1507 members 
Mstep: Class 54 contains 107244 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12014 members 
Mstep: Class 57 contains 108998 members 
Mstep: Class 58 contains 1444 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13206 members 
Mstep: Class 61 contains 4965 members 
Mstep: Class 62 contains 3674 members 
Mstep: Class 63 contains 1047 members 
Mstep: Class 64 contains 22367 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7054 members 
Mstep: Class 67 contains 6173 members 
Mstep: Class 68 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816576.000000 Penalty: 242702.312500
Iteration 145Q: 69 clusters Score -1.508166e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6383 members 
Mstep: Class 4 contains 66267 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163515 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9233 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51698 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 111930 members 
Mstep: Class 14 contains 11558 members 
Mstep: Class 15 contains 20112 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 169221 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38879 members 
Mstep: Class 21 contains 33642 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 43610 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 143095 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27559 members 
Mstep: Class 30 contains 2834 members 
Mstep: Class 31 contains 17204 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4903 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11999 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13867 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 19362 members 
Mstep: Class 43 contains 4249 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 75131 members 
Mstep: Class 46 contains 5872 members 
Mstep: Class 47 contains 2695 members 
Mstep: Class 48 contains 12044 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120695 members 
Mstep: Class 51 contains 128641 members 
Mstep: Class 52 contains 16862 members 
Mstep: Class 53 contains 1510 members 
Mstep: Class 54 contains 107213 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12014 members 
Mstep: Class 57 contains 109142 members 
Mstep: Class 58 contains 1449 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13203 members 
Mstep: Class 61 contains 4965 members 
Mstep: Class 62 contains 3673 members 
Mstep: Class 63 contains 1045 members 
Mstep: Class 64 contains 22367 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7054 members 
Mstep: Class 67 contains 6240 members 
Mstep: Class 68 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 146Q: 69 clusters Score -1.508164e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6382 members 
Mstep: Class 4 contains 66267 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163512 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51702 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111889 members 
Mstep: Class 14 contains 11556 members 
Mstep: Class 15 contains 20109 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 169221 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38854 members 
Mstep: Class 21 contains 33643 members 
Mstep: Class 22 contains 49132 members 
Mstep: Class 23 contains 43615 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 497 members 
Mstep: Class 26 contains 143094 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27541 members 
Mstep: Class 30 contains 2832 members 
Mstep: Class 31 contains 17203 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11999 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13895 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 19313 members 
Mstep: Class 43 contains 4249 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 75050 members 
Mstep: Class 46 contains 5871 members 
Mstep: Class 47 contains 2695 members 
Mstep: Class 48 contains 12037 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120699 members 
Mstep: Class 51 contains 128645 members 
Mstep: Class 52 contains 16854 members 
Mstep: Class 53 contains 1511 members 
Mstep: Class 54 contains 107194 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12014 members 
Mstep: Class 57 contains 109308 members 
Mstep: Class 58 contains 1454 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13200 members 
Mstep: Class 61 contains 4965 members 
Mstep: Class 62 contains 3674 members 
Mstep: Class 63 contains 1045 members 
Mstep: Class 64 contains 22367 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6287 members 
Mstep: Class 68 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816480.000000 Penalty: 242702.312500
Iteration 147Q: 69 clusters Score -1.508165e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 66265 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163509 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51703 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111859 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 169221 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38832 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 49134 members 
Mstep: Class 23 contains 43623 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 499 members 
Mstep: Class 26 contains 143081 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27509 members 
Mstep: Class 30 contains 2839 members 
Mstep: Class 31 contains 17204 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4909 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11998 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13913 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 19258 members 
Mstep: Class 43 contains 4249 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 75006 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2695 members 
Mstep: Class 48 contains 12031 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120702 members 
Mstep: Class 51 contains 128642 members 
Mstep: Class 52 contains 16854 members 
Mstep: Class 53 contains 1514 members 
Mstep: Class 54 contains 107183 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12013 members 
Mstep: Class 57 contains 109448 members 
Mstep: Class 58 contains 1448 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4965 members 
Mstep: Class 62 contains 3677 members 
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Mstep: Class 64 contains 22367 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6335 members 
Mstep: Class 68 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816480.000000 Penalty: 242702.312500
Iteration 148Q: 69 clusters Score -1.508165e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6382 members 
Mstep: Class 4 contains 66264 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163507 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51703 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111829 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169221 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38812 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49135 members 
Mstep: Class 23 contains 43632 members 
Mstep: Class 24 contains 5860 members 
Mstep: Class 25 contains 499 members 
Mstep: Class 26 contains 143070 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27468 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 17203 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4908 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11997 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13929 members 
Mstep: Class 41 contains 3865 members 
Mstep: Class 42 contains 19210 members 
Mstep: Class 43 contains 4250 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74951 members 
Mstep: Class 46 contains 5861 members 
Mstep: Class 47 contains 2695 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120707 members 
Mstep: Class 51 contains 128637 members 
Mstep: Class 52 contains 16849 members 
Mstep: Class 53 contains 1517 members 
Mstep: Class 54 contains 107178 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12013 members 
Mstep: Class 57 contains 109588 members 
Mstep: Class 58 contains 1443 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4966 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 1047 members 
Mstep: Class 64 contains 22367 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6391 members 
Mstep: Class 68 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816512.000000 Penalty: 242702.312500
Iteration 149Q: 69 clusters Score -1.508165e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6380 members 
Mstep: Class 4 contains 66263 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163504 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9205 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51707 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 111791 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169219 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38804 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 49136 members 
Mstep: Class 23 contains 43640 members 
Mstep: Class 24 contains 5860 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 143056 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27438 members 
Mstep: Class 30 contains 2851 members 
Mstep: Class 31 contains 17200 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11995 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13935 members 
Mstep: Class 41 contains 3864 members 
Mstep: Class 42 contains 19151 members 
Mstep: Class 43 contains 4254 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74902 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120713 members 
Mstep: Class 51 contains 128635 members 
Mstep: Class 52 contains 16845 members 
Mstep: Class 53 contains 1517 members 
Mstep: Class 54 contains 107188 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12016 members 
Mstep: Class 57 contains 109698 members 
Mstep: Class 58 contains 1442 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 1049 members 
Mstep: Class 64 contains 22366 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6456 members 
Mstep: Class 68 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816496.000000 Penalty: 242702.312500
Iteration 150Q: 69 clusters Score -1.508165e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6380 members 
Mstep: Class 4 contains 66261 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163500 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9196 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51716 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111778 members 
Mstep: Class 14 contains 11538 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169218 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38794 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49138 members 
Mstep: Class 23 contains 43648 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143065 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27404 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 17197 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11993 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13952 members 
Mstep: Class 41 contains 3863 members 
Mstep: Class 42 contains 19102 members 
Mstep: Class 43 contains 4255 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74854 members 
Mstep: Class 46 contains 5873 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120713 members 
Mstep: Class 51 contains 128627 members 
Mstep: Class 52 contains 16834 members 
Mstep: Class 53 contains 1520 members 
Mstep: Class 54 contains 107178 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12018 members 
Mstep: Class 57 contains 109804 members 
Mstep: Class 58 contains 1432 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 1048 members 
Mstep: Class 64 contains 22365 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6502 members 
Mstep: Class 68 contains 5631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816656.000000 Penalty: 242702.312500
Iteration 151Q: 69 clusters Score -1.508167e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6377 members 
Mstep: Class 4 contains 66261 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163497 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51718 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111738 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169216 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38787 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43658 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143080 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27380 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 17194 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11991 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13964 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 19062 members 
Mstep: Class 43 contains 4258 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74814 members 
Mstep: Class 46 contains 5879 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12026 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120714 members 
Mstep: Class 51 contains 128620 members 
Mstep: Class 52 contains 16829 members 
Mstep: Class 53 contains 1522 members 
Mstep: Class 54 contains 107174 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12020 members 
Mstep: Class 57 contains 109896 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3676 members 
Mstep: Class 63 contains 1049 members 
Mstep: Class 64 contains 22365 members 
Mstep: Class 65 contains 3236 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6550 members 
Mstep: Class 68 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816752.000000 Penalty: 242702.312500
Iteration 152Q: 69 clusters Score -1.508168e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163499 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9184 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51717 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111687 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169214 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38775 members 
Mstep: Class 21 contains 33638 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43669 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143090 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27353 members 
Mstep: Class 30 contains 2860 members 
Mstep: Class 31 contains 17192 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4909 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13978 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 19030 members 
Mstep: Class 43 contains 4258 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74778 members 
Mstep: Class 46 contains 5880 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12024 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120718 members 
Mstep: Class 51 contains 128610 members 
Mstep: Class 52 contains 16820 members 
Mstep: Class 53 contains 1523 members 
Mstep: Class 54 contains 107165 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110001 members 
Mstep: Class 58 contains 1420 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13200 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3677 members 
Mstep: Class 63 contains 1052 members 
Mstep: Class 64 contains 22366 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6591 members 
Mstep: Class 68 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816736.000000 Penalty: 242702.312500
Iteration 153Q: 69 clusters Score -1.508167e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6373 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163495 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9180 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51716 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111660 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169215 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38771 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43679 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143085 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27338 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 17186 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4911 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13988 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18993 members 
Mstep: Class 43 contains 4259 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 74742 members 
Mstep: Class 46 contains 5880 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12028 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120720 members 
Mstep: Class 51 contains 128613 members 
Mstep: Class 52 contains 16815 members 
Mstep: Class 53 contains 1526 members 
Mstep: Class 54 contains 107152 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110091 members 
Mstep: Class 58 contains 1416 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3679 members 
Mstep: Class 63 contains 1055 members 
Mstep: Class 64 contains 22365 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7053 members 
Mstep: Class 67 contains 6629 members 
Mstep: Class 68 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816720.000000 Penalty: 242702.312500
Iteration 154Q: 69 clusters Score -1.508167e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163492 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51716 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 111634 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169216 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38766 members 
Mstep: Class 21 contains 33635 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43688 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 143098 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27319 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 17182 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4913 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 13999 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18944 members 
Mstep: Class 43 contains 4261 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 74699 members 
Mstep: Class 46 contains 5880 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12027 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120721 members 
Mstep: Class 51 contains 128608 members 
Mstep: Class 52 contains 16809 members 
Mstep: Class 53 contains 1527 members 
Mstep: Class 54 contains 107146 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110185 members 
Mstep: Class 58 contains 1418 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13200 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3682 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22364 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6667 members 
Mstep: Class 68 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816688.000000 Penalty: 242702.312500
Iteration 155Q: 69 clusters Score -1.508167e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163491 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9177 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51714 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 111631 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 20110 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169216 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38763 members 
Mstep: Class 21 contains 33635 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143085 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27287 members 
Mstep: Class 30 contains 2869 members 
Mstep: Class 31 contains 17184 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4914 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14007 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18902 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74685 members 
Mstep: Class 46 contains 5880 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12018 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120721 members 
Mstep: Class 51 contains 128602 members 
Mstep: Class 52 contains 16806 members 
Mstep: Class 53 contains 1533 members 
Mstep: Class 54 contains 107150 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110264 members 
Mstep: Class 58 contains 1412 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3682 members 
Mstep: Class 63 contains 1057 members 
Mstep: Class 64 contains 22364 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6701 members 
Mstep: Class 68 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816624.000000 Penalty: 242702.312500
Iteration 156Q: 69 clusters Score -1.508166e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163488 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9176 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 111621 members 
Mstep: Class 14 contains 11501 members 
Mstep: Class 15 contains 20111 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169218 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38758 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43696 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143063 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27271 members 
Mstep: Class 30 contains 2872 members 
Mstep: Class 31 contains 17183 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14019 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18867 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 74670 members 
Mstep: Class 46 contains 5878 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12010 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120723 members 
Mstep: Class 51 contains 128597 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1538 members 
Mstep: Class 54 contains 107172 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110323 members 
Mstep: Class 58 contains 1411 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3684 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22362 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6732 members 
Mstep: Class 68 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816608.000000 Penalty: 242702.312500
Iteration 157Q: 69 clusters Score -1.508166e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163484 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9175 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51714 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111607 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 20113 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169220 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38752 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43700 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143052 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27260 members 
Mstep: Class 30 contains 2875 members 
Mstep: Class 31 contains 17178 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14021 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18824 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 74649 members 
Mstep: Class 46 contains 5873 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12002 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128600 members 
Mstep: Class 52 contains 16803 members 
Mstep: Class 53 contains 1544 members 
Mstep: Class 54 contains 107194 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110377 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3685 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22360 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6761 members 
Mstep: Class 68 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816560.000000 Penalty: 242702.312500
Iteration 158Q: 69 clusters Score -1.508166e+08 nChanged 336
Entering ConstructFrom: 
Score: -150816560.000000 Penalty: 242702.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -179396.140625 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -179396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -176327.671875 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -176327.7 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -177133.609375 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -177133.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -177472.531250 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -177472.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -177851.640625 Penalty: 3933.025146
	Iteration 3F: 3 clusters Score -177851.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -178349.093750 Penalty: 3933.025146
	Iteration 4F: 3 clusters Score -178349.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -178795.593750 Penalty: 3933.025146
	Iteration 5F: 3 clusters Score -178795.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -179066.515625 Penalty: 3933.025146
	Iteration 6F: 3 clusters Score -179066.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -179222.109375 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -179222.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -179334.687500 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -179334.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -179437.968750 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -179438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -179503.562500 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -179503.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -179527.281250 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -179527.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -179539.468750 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -179539.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -179544.140625 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -179544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -179548.812500 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -179548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -179550.625000 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -179550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -179553.984375 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -179554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -179555.812500 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -179555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -179556.328125 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -179556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -179556.328125 Penalty: 3933.025146
	Iteration 19F: 3 clusters Score -179556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111604 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17176 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14030 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18801 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74637 members 
Mstep: Class 46 contains 5863 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1547 members 
Mstep: Class 54 contains 107205 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110430 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22356 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6783 members 
Mstep: Class 68 contains 5650 members 
Mstep: Class 69 contains 1801 members 
Entering Unmasked Estep 
Score: -150814640.000000 Penalty: 246271.468750
Splitting cluster 1 changes total score from -150816560.000000 to -150814640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -345111.062500 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -345111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -340997.875000 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -340997.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -341936.187500 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -341936.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -342146.781250 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -342146.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -342315.468750 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -342315.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -342462.843750 Penalty: 4162.248535
	Iteration 4Q: 3 clusters Score -342462.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -342621.000000 Penalty: 4162.248535
	Iteration 5Q: 3 clusters Score -342621 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -342789.906250 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -342789.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -342958.000000 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -342958 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -343110.281250 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -343110.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -343278.093750 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -343278.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -343446.906250 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -343446.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -343579.500000 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -343579.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -343697.781250 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -343697.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -343776.125000 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -343776.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -343838.281250 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -343838.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -343872.687500 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -343872.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -343897.125000 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -343897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -343911.781250 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -343911.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -343923.156250 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -343923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -343929.375000 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -343929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -343934.125000 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -343934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -343939.062500 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -343939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -343943.406250 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -343943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -343946.812500 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -343946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -343950.343750 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -343950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -343957.406250 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -343957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -343962.218750 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -343962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -343969.937500 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -343969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -343975.000000 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -343975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -343979.781250 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -343979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -343986.468750 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -343986.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -343992.437500 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -343992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -343996.781250 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -343996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -343998.062500 Penalty: 4162.248535
	Iteration 33Q: 3 clusters Score -343998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -344000.875000 Penalty: 4162.248535
	Iteration 34Q: 3 clusters Score -344000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -344001.875000 Penalty: 4162.248535
	Iteration 35Q: 3 clusters Score -344001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -344002.875000 Penalty: 4162.248535
	Iteration 36Q: 3 clusters Score -344002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -344003.343750 Penalty: 4162.248535
	Iteration 37Q: 3 clusters Score -344003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -344004.656250 Penalty: 4162.248535
	Iteration 38Q: 3 clusters Score -344004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -344005.343750 Penalty: 4162.248535
	Iteration 39Q: 3 clusters Score -344005.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -344005.937500 Penalty: 4162.248535
	Iteration 40F: 3 clusters Score -344005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -465598.312500 Penalty: 2172.319824
	Iteration 0F: 2 clusters Score -465598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -460198.625000 Penalty: 4344.639648
	Iteration 0F: 3 clusters Score -460198.6 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -461673.843750 Penalty: 4344.639648
	Iteration 1F: 3 clusters Score -461673.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -462122.125000 Penalty: 4344.639648
	Iteration 2F: 3 clusters Score -462122.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -462562.875000 Penalty: 4344.639648
	Iteration 3F: 3 clusters Score -462562.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -462938.718750 Penalty: 4344.639648
	Iteration 4F: 3 clusters Score -462938.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -463278.437500 Penalty: 4344.639648
	Iteration 5F: 3 clusters Score -463278.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -463579.875000 Penalty: 4344.639648
	Iteration 6F: 3 clusters Score -463579.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -463881.687500 Penalty: 4344.639648
	Iteration 7F: 3 clusters Score -463881.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -464168.812500 Penalty: 4344.639648
	Iteration 8F: 3 clusters Score -464168.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -464378.593750 Penalty: 4344.639648
	Iteration 9Q: 3 clusters Score -464378.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -464582.781250 Penalty: 4344.639648
	Iteration 10Q: 3 clusters Score -464582.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -464773.562500 Penalty: 4344.639648
	Iteration 11Q: 3 clusters Score -464773.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -464911.906250 Penalty: 4344.639648
	Iteration 12Q: 3 clusters Score -464911.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -464991.312500 Penalty: 4344.639648
	Iteration 13Q: 3 clusters Score -464991.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -465039.687500 Penalty: 4344.639648
	Iteration 14Q: 3 clusters Score -465039.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -465068.500000 Penalty: 4344.639648
	Iteration 15Q: 3 clusters Score -465068.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -465082.468750 Penalty: 4344.639648
	Iteration 16Q: 3 clusters Score -465082.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -465088.812500 Penalty: 4344.639648
	Iteration 17Q: 3 clusters Score -465088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -465093.656250 Penalty: 4344.639648
	Iteration 18Q: 3 clusters Score -465093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -465098.500000 Penalty: 4344.639648
	Iteration 19Q: 3 clusters Score -465098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -465103.500000 Penalty: 4344.639648
	Iteration 20F: 3 clusters Score -465103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -465108.531250 Penalty: 4344.639648
	Iteration 21Q: 3 clusters Score -465108.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -465111.906250 Penalty: 4344.639648
	Iteration 22Q: 3 clusters Score -465111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -465111.781250 Penalty: 4344.639648
	Iteration 23Q: 3 clusters Score -465111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -465114.031250 Penalty: 4344.639648
	Iteration 24Q: 3 clusters Score -465114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -465116.468750 Penalty: 4344.639648
	Iteration 25Q: 3 clusters Score -465116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -465116.687500 Penalty: 4344.639648
	Iteration 26Q: 3 clusters Score -465116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -465116.937500 Penalty: 4344.639648
	Iteration 27Q: 3 clusters Score -465116.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -465121.062500 Penalty: 4344.639648
	Iteration 28Q: 3 clusters Score -465121.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -465123.562500 Penalty: 4344.639648
	Iteration 29Q: 3 clusters Score -465123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -465126.406250 Penalty: 4344.639648
	Iteration 30Q: 3 clusters Score -465126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -465128.156250 Penalty: 4344.639648
	Iteration 31Q: 3 clusters Score -465128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -465128.531250 Penalty: 4344.639648
	Iteration 32Q: 3 clusters Score -465128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -465129.343750 Penalty: 4344.639648
	Iteration 33Q: 3 clusters Score -465129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -465129.281250 Penalty: 4344.639648
	Iteration 34Q: 3 clusters Score -465129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -465129.093750 Penalty: 4344.639648
	Iteration 35Q: 3 clusters Score -465129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -465129.093750 Penalty: 4344.639648
	Iteration 36F: 3 clusters Score -465129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Entering Unmasked Estep 
Score: -5338975.000000 Penalty: 2753.140137
	Iteration 0F: 2 clusters Score -5338975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -5294576.000000 Penalty: 5506.280273
	Iteration 0F: 3 clusters Score -5294576 nChanged 30912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5311959.500000 Penalty: 5506.280273
	Iteration 1F: 3 clusters Score -5311960 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -5312655.000000 Penalty: 5506.280273
	Iteration 2Q: 3 clusters Score -5312655 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5313517.000000 Penalty: 5506.280273
	Iteration 3Q: 3 clusters Score -5313517 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -5314606.000000 Penalty: 5506.280273
	Iteration 4Q: 3 clusters Score -5314606 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -5315939.000000 Penalty: 5506.280273
	Iteration 5Q: 3 clusters Score -5315939 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5317534.000000 Penalty: 5506.280273
	Iteration 6Q: 3 clusters Score -5317534 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5319369.000000 Penalty: 5506.280273
	Iteration 7Q: 3 clusters Score -5319369 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5321495.000000 Penalty: 5506.280273
	Iteration 8F: 3 clusters Score -5321495 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -5323930.000000 Penalty: 5506.280273
	Iteration 9F: 3 clusters Score -5323930 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -5326538.500000 Penalty: 5506.280273
	Iteration 10F: 3 clusters Score -5326538 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -5329154.000000 Penalty: 5506.280273
	Iteration 11F: 3 clusters Score -5329154 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -5331516.000000 Penalty: 5506.280273
	Iteration 12Q: 3 clusters Score -5331516 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -5333258.000000 Penalty: 5506.280273
	Iteration 13Q: 3 clusters Score -5333258 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -5334425.500000 Penalty: 5506.280273
	Iteration 14Q: 3 clusters Score -5334426 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -5335199.000000 Penalty: 5506.280273
	Iteration 15Q: 3 clusters Score -5335199 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -5335716.500000 Penalty: 5506.280273
	Iteration 16Q: 3 clusters Score -5335716 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -5336067.500000 Penalty: 5506.280273
	Iteration 17Q: 3 clusters Score -5336068 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -5336258.500000 Penalty: 5506.280273
	Iteration 18Q: 3 clusters Score -5336258 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -5336382.500000 Penalty: 5506.280273
	Iteration 19Q: 3 clusters Score -5336382 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -5336465.500000 Penalty: 5506.280273
	Iteration 20F: 3 clusters Score -5336466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -5336522.000000 Penalty: 5506.280273
	Iteration 21Q: 3 clusters Score -5336522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -5336568.000000 Penalty: 5506.280273
	Iteration 22Q: 3 clusters Score -5336568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -5336610.000000 Penalty: 5506.280273
	Iteration 23Q: 3 clusters Score -5336610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -5336625.000000 Penalty: 5506.280273
	Iteration 24Q: 3 clusters Score -5336625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -5336649.000000 Penalty: 5506.280273
	Iteration 25Q: 3 clusters Score -5336649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -5336649.500000 Penalty: 5506.280273
	Iteration 26Q: 3 clusters Score -5336650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -5336666.500000 Penalty: 5506.280273
	Iteration 27Q: 3 clusters Score -5336666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -5336667.500000 Penalty: 5506.280273
	Iteration 28Q: 3 clusters Score -5336668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -5336666.000000 Penalty: 5506.280273
	Iteration 29Q: 3 clusters Score -5336666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -5336668.000000 Penalty: 5506.280273
	Iteration 30Q: 3 clusters Score -5336668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -5336668.500000 Penalty: 5506.280273
	Iteration 31Q: 3 clusters Score -5336668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -5336673.500000 Penalty: 5506.280273
	Iteration 32Q: 3 clusters Score -5336674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -5336676.000000 Penalty: 5506.280273
	Iteration 33Q: 3 clusters Score -5336676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -5336685.000000 Penalty: 5506.280273
	Iteration 34Q: 3 clusters Score -5336685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -5336689.500000 Penalty: 5506.280273
	Iteration 35Q: 3 clusters Score -5336690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -5336688.000000 Penalty: 5506.280273
	Iteration 36Q: 3 clusters Score -5336688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -5336684.500000 Penalty: 5506.280273
	Iteration 37Q: 3 clusters Score -5336684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -5336689.000000 Penalty: 5506.280273
	Iteration 38Q: 3 clusters Score -5336689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -5336690.000000 Penalty: 5506.280273
	Iteration 39Q: 3 clusters Score -5336690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -5336688.000000 Penalty: 5506.280273
	Iteration 40F: 3 clusters Score -5336688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -5336687.500000 Penalty: 5506.280273
	Iteration 41Q: 3 clusters Score -5336688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -5336689.500000 Penalty: 5506.280273
	Iteration 42Q: 3 clusters Score -5336690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -5336688.500000 Penalty: 5506.280273
	Iteration 43Q: 3 clusters Score -5336688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -5336688.500000 Penalty: 5506.280273
	Iteration 44F: 3 clusters Score -5336688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -219999.109375 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -219999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -216749.062500 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -216749.1 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -217437.375000 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -217437.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -217627.718750 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -217627.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -217748.593750 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -217748.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -217847.250000 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -217847.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -217907.250000 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -217907.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -217977.703125 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -217977.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -218056.984375 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -218057 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -218131.609375 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -218131.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -218184.140625 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -218184.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -218232.687500 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -218232.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218292.703125 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -218292.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -218360.359375 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -218360.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218426.140625 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -218426.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218492.109375 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -218492.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218556.234375 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -218556.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218603.671875 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -218603.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218643.328125 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -218643.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218660.531250 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -218660.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218670.437500 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -218670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218680.687500 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -218680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -218684.812500 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -218684.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -218688.656250 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -218688.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218694.203125 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -218694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218700.156250 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -218700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -218707.062500 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -218707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218712.078125 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -218712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -218716.906250 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -218716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -218721.031250 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -218721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -218723.812500 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -218723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218724.437500 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -218724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -218724.640625 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -218724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -218724.968750 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -218725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -218725.531250 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -218725.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -218725.531250 Penalty: 3973.138428
	Iteration 34F: 3 clusters Score -218725.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Entering Unmasked Estep 
Score: -13463327.000000 Penalty: 2977.099609
	Iteration 0F: 2 clusters Score -1.346333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -13353664.000000 Penalty: 5954.199219
	Iteration 0F: 3 clusters Score -1.335366e+07 nChanged 78376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -13399132.000000 Penalty: 5954.199219
	Iteration 1F: 3 clusters Score -1.339913e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -13400023.000000 Penalty: 5954.199219
	Iteration 2Q: 3 clusters Score -1.340002e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -13401115.000000 Penalty: 5954.199219
	Iteration 3Q: 3 clusters Score -1.340112e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -13402656.000000 Penalty: 5954.199219
	Iteration 4Q: 3 clusters Score -1.340266e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -13405220.000000 Penalty: 5954.199219
	Iteration 5Q: 3 clusters Score -1.340522e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -13409208.000000 Penalty: 5954.199219
	Iteration 6F: 3 clusters Score -1.340921e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -13414897.000000 Penalty: 5954.199219
	Iteration 7F: 3 clusters Score -1.34149e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 103216 members 
Entering Unmasked Estep 
Score: -13421392.000000 Penalty: 5954.199219
	Iteration 8F: 3 clusters Score -1.342139e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -13427131.000000 Penalty: 5954.199219
	Iteration 9F: 3 clusters Score -1.342713e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -13432122.000000 Penalty: 5954.199219
	Iteration 10F: 3 clusters Score -1.343212e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 123248 members 
Entering Unmasked Estep 
Score: -13436255.000000 Penalty: 5954.199219
	Iteration 11Q: 3 clusters Score -1.343626e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -13439826.000000 Penalty: 5954.199219
	Iteration 12Q: 3 clusters Score -1.343983e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 136466 members 
Entering Unmasked Estep 
Score: -13443677.000000 Penalty: 5954.199219
	Iteration 13Q: 3 clusters Score -1.344368e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 142724 members 
Entering Unmasked Estep 
Score: -13447373.000000 Penalty: 5954.199219
	Iteration 14Q: 3 clusters Score -1.344737e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -13450827.000000 Penalty: 5954.199219
	Iteration 15Q: 3 clusters Score -1.345083e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 152953 members 
Entering Unmasked Estep 
Score: -13453766.000000 Penalty: 5954.199219
	Iteration 16Q: 3 clusters Score -1.345377e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 156524 members 
Entering Unmasked Estep 
Score: -13456125.000000 Penalty: 5954.199219
	Iteration 17Q: 3 clusters Score -1.345612e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -13457765.000000 Penalty: 5954.199219
	Iteration 18Q: 3 clusters Score -1.345776e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 160653 members 
Entering Unmasked Estep 
Score: -13458961.000000 Penalty: 5954.199219
	Iteration 19Q: 3 clusters Score -1.345896e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -13459659.000000 Penalty: 5954.199219
	Iteration 20F: 3 clusters Score -1.345966e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -13460130.000000 Penalty: 5954.199219
	Iteration 21Q: 3 clusters Score -1.346013e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 162485 members 
Entering Unmasked Estep 
Score: -13460405.000000 Penalty: 5954.199219
	Iteration 22Q: 3 clusters Score -1.34604e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 162646 members 
Entering Unmasked Estep 
Score: -13460528.000000 Penalty: 5954.199219
	Iteration 23Q: 3 clusters Score -1.346053e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 162739 members 
Entering Unmasked Estep 
Score: -13460613.000000 Penalty: 5954.199219
	Iteration 24Q: 3 clusters Score -1.346061e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -13460693.000000 Penalty: 5954.199219
	Iteration 25Q: 3 clusters Score -1.346069e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -13460748.000000 Penalty: 5954.199219
	Iteration 26Q: 3 clusters Score -1.346075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -13460777.000000 Penalty: 5954.199219
	Iteration 27Q: 3 clusters Score -1.346078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -13460789.000000 Penalty: 5954.199219
	Iteration 28Q: 3 clusters Score -1.346079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -13460808.000000 Penalty: 5954.199219
	Iteration 29Q: 3 clusters Score -1.346081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -13460813.000000 Penalty: 5954.199219
	Iteration 30Q: 3 clusters Score -1.346081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -13460809.000000 Penalty: 5954.199219
	Iteration 31Q: 3 clusters Score -1.346081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 162935 members 
Entering Unmasked Estep 
Score: -13460813.000000 Penalty: 5954.199219
	Iteration 32Q: 3 clusters Score -1.346081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -13460824.000000 Penalty: 5954.199219
	Iteration 33Q: 3 clusters Score -1.346082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 162940 members 
Entering Unmasked Estep 
Score: -13460835.000000 Penalty: 5954.199219
	Iteration 34Q: 3 clusters Score -1.346084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 162940 members 
Entering Unmasked Estep 
Score: -13460836.000000 Penalty: 5954.199219
	Iteration 35Q: 3 clusters Score -1.346084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -13460826.000000 Penalty: 5954.199219
	Iteration 36Q: 3 clusters Score -1.346083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -13460833.000000 Penalty: 5954.199219
	Iteration 37Q: 3 clusters Score -1.346083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -13460832.000000 Penalty: 5954.199219
	Iteration 38Q: 3 clusters Score -1.346083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -13460834.000000 Penalty: 5954.199219
	Iteration 39Q: 3 clusters Score -1.346083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -13460834.000000 Penalty: 5954.199219
	Iteration 40F: 3 clusters Score -1.346083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -209090.828125 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -209090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -206027.140625 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -206027.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206644.765625 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -206644.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -206826.406250 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -206826.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -206956.250000 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -206956.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -207057.203125 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -207057.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -207119.500000 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -207119.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -207166.812500 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -207166.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -207207.750000 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -207207.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -207242.468750 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -207242.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -207269.109375 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -207269.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -207288.765625 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -207288.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -207304.015625 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -207304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -207316.375000 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -207316.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -207330.046875 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -207330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -207336.578125 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -207336.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -207344.937500 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -207344.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -207351.968750 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -207352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -207357.546875 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -207357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -207361.281250 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -207361.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -207364.921875 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -207364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -207367.937500 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -207367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -207368.859375 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -207368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -207370.125000 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -207370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -207371.406250 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -207371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -207372.109375 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -207372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -207372.328125 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -207372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -207373.015625 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -207373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -207373.375000 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -207373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -207373.625000 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -207373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -207373.625000 Penalty: 3918.531982
	Iteration 29F: 3 clusters Score -207373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -506358.625000 Penalty: 2178.092285
	Iteration 0F: 2 clusters Score -506358.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -500846.812500 Penalty: 4356.184570
	Iteration 0F: 3 clusters Score -500846.8 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -502312.468750 Penalty: 4356.184570
	Iteration 1F: 3 clusters Score -502312.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -502687.062500 Penalty: 4356.184570
	Iteration 2F: 3 clusters Score -502687.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -503037.937500 Penalty: 4356.184570
	Iteration 3F: 3 clusters Score -503037.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -503369.250000 Penalty: 4356.184570
	Iteration 4F: 3 clusters Score -503369.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -503717.937500 Penalty: 4356.184570
	Iteration 5F: 3 clusters Score -503717.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -504037.281250 Penalty: 4356.184570
	Iteration 6F: 3 clusters Score -504037.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -504234.281250 Penalty: 4356.184570
	Iteration 7Q: 3 clusters Score -504234.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -504363.812500 Penalty: 4356.184570
	Iteration 8Q: 3 clusters Score -504363.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -504459.250000 Penalty: 4356.184570
	Iteration 9Q: 3 clusters Score -504459.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -504527.343750 Penalty: 4356.184570
	Iteration 10Q: 3 clusters Score -504527.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -504578.656250 Penalty: 4356.184570
	Iteration 11Q: 3 clusters Score -504578.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -504621.156250 Penalty: 4356.184570
	Iteration 12Q: 3 clusters Score -504621.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -504656.781250 Penalty: 4356.184570
	Iteration 13Q: 3 clusters Score -504656.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -504684.718750 Penalty: 4356.184570
	Iteration 14Q: 3 clusters Score -504684.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -504699.187500 Penalty: 4356.184570
	Iteration 15Q: 3 clusters Score -504699.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -504708.312500 Penalty: 4356.184570
	Iteration 16Q: 3 clusters Score -504708.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -504716.031250 Penalty: 4356.184570
	Iteration 17Q: 3 clusters Score -504716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -504724.968750 Penalty: 4356.184570
	Iteration 18Q: 3 clusters Score -504725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -504731.656250 Penalty: 4356.184570
	Iteration 19Q: 3 clusters Score -504731.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -504737.500000 Penalty: 4356.184570
	Iteration 20F: 3 clusters Score -504737.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -504745.218750 Penalty: 4356.184570
	Iteration 21Q: 3 clusters Score -504745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -504747.406250 Penalty: 4356.184570
	Iteration 22Q: 3 clusters Score -504747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -504749.875000 Penalty: 4356.184570
	Iteration 23Q: 3 clusters Score -504749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -504754.250000 Penalty: 4356.184570
	Iteration 24Q: 3 clusters Score -504754.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -504760.531250 Penalty: 4356.184570
	Iteration 25Q: 3 clusters Score -504760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -504765.625000 Penalty: 4356.184570
	Iteration 26Q: 3 clusters Score -504765.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -504771.468750 Penalty: 4356.184570
	Iteration 27Q: 3 clusters Score -504771.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -504776.437500 Penalty: 4356.184570
	Iteration 28Q: 3 clusters Score -504776.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -504779.656250 Penalty: 4356.184570
	Iteration 29Q: 3 clusters Score -504779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -504782.531250 Penalty: 4356.184570
	Iteration 30Q: 3 clusters Score -504782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -504785.062500 Penalty: 4356.184570
	Iteration 31Q: 3 clusters Score -504785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -504790.218750 Penalty: 4356.184570
	Iteration 32Q: 3 clusters Score -504790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -504791.937500 Penalty: 4356.184570
	Iteration 33Q: 3 clusters Score -504791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -504792.843750 Penalty: 4356.184570
	Iteration 34Q: 3 clusters Score -504792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -504792.625000 Penalty: 4356.184570
	Iteration 35Q: 3 clusters Score -504792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -504794.937500 Penalty: 4356.184570
	Iteration 36Q: 3 clusters Score -504794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -504794.937500 Penalty: 4356.184570
	Iteration 37F: 3 clusters Score -504794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Entering Unmasked Estep 
Score: -948508.500000 Penalty: 2262.756836
	Iteration 0F: 2 clusters Score -948508.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -941274.187500 Penalty: 4525.513672
	Iteration 0F: 3 clusters Score -941274.2 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -943251.812500 Penalty: 4525.513672
	Iteration 1F: 3 clusters Score -943251.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -943510.500000 Penalty: 4525.513672
	Iteration 2F: 3 clusters Score -943510.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -943707.562500 Penalty: 4525.513672
	Iteration 3Q: 3 clusters Score -943707.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -943867.375000 Penalty: 4525.513672
	Iteration 4Q: 3 clusters Score -943867.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -944013.812500 Penalty: 4525.513672
	Iteration 5Q: 3 clusters Score -944013.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -944148.750000 Penalty: 4525.513672
	Iteration 6Q: 3 clusters Score -944148.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -944292.125000 Penalty: 4525.513672
	Iteration 7Q: 3 clusters Score -944292.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -944473.312500 Penalty: 4525.513672
	Iteration 8Q: 3 clusters Score -944473.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -944636.812500 Penalty: 4525.513672
	Iteration 9Q: 3 clusters Score -944636.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -944767.625000 Penalty: 4525.513672
	Iteration 10Q: 3 clusters Score -944767.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -944855.562500 Penalty: 4525.513672
	Iteration 11Q: 3 clusters Score -944855.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -944933.125000 Penalty: 4525.513672
	Iteration 12Q: 3 clusters Score -944933.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -945004.250000 Penalty: 4525.513672
	Iteration 13Q: 3 clusters Score -945004.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -945053.125000 Penalty: 4525.513672
	Iteration 14Q: 3 clusters Score -945053.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -945102.750000 Penalty: 4525.513672
	Iteration 15Q: 3 clusters Score -945102.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -945141.250000 Penalty: 4525.513672
	Iteration 16Q: 3 clusters Score -945141.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -945169.625000 Penalty: 4525.513672
	Iteration 17Q: 3 clusters Score -945169.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -945192.062500 Penalty: 4525.513672
	Iteration 18Q: 3 clusters Score -945192.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -945213.875000 Penalty: 4525.513672
	Iteration 19Q: 3 clusters Score -945213.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -945228.000000 Penalty: 4525.513672
	Iteration 20F: 3 clusters Score -945228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -945242.875000 Penalty: 4525.513672
	Iteration 21Q: 3 clusters Score -945242.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -945258.375000 Penalty: 4525.513672
	Iteration 22Q: 3 clusters Score -945258.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -945268.437500 Penalty: 4525.513672
	Iteration 23Q: 3 clusters Score -945268.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -945280.625000 Penalty: 4525.513672
	Iteration 24Q: 3 clusters Score -945280.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -945294.625000 Penalty: 4525.513672
	Iteration 25Q: 3 clusters Score -945294.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -945309.500000 Penalty: 4525.513672
	Iteration 26Q: 3 clusters Score -945309.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -945320.312500 Penalty: 4525.513672
	Iteration 27Q: 3 clusters Score -945320.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -945333.500000 Penalty: 4525.513672
	Iteration 28Q: 3 clusters Score -945333.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -945341.812500 Penalty: 4525.513672
	Iteration 29Q: 3 clusters Score -945341.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -945352.062500 Penalty: 4525.513672
	Iteration 30Q: 3 clusters Score -945352.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -945362.312500 Penalty: 4525.513672
	Iteration 31Q: 3 clusters Score -945362.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -945366.125000 Penalty: 4525.513672
	Iteration 32Q: 3 clusters Score -945366.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -945374.125000 Penalty: 4525.513672
	Iteration 33Q: 3 clusters Score -945374.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -945383.000000 Penalty: 4525.513672
	Iteration 34Q: 3 clusters Score -945383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -945392.375000 Penalty: 4525.513672
	Iteration 35Q: 3 clusters Score -945392.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -945399.812500 Penalty: 4525.513672
	Iteration 36Q: 3 clusters Score -945399.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -945401.375000 Penalty: 4525.513672
	Iteration 37Q: 3 clusters Score -945401.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -945407.562500 Penalty: 4525.513672
	Iteration 38Q: 3 clusters Score -945407.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -945411.125000 Penalty: 4525.513672
	Iteration 39Q: 3 clusters Score -945411.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -945417.312500 Penalty: 4525.513672
	Iteration 40F: 3 clusters Score -945417.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -945420.687500 Penalty: 4525.513672
	Iteration 41Q: 3 clusters Score -945420.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -945428.875000 Penalty: 4525.513672
	Iteration 42Q: 3 clusters Score -945428.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -945438.125000 Penalty: 4525.513672
	Iteration 43Q: 3 clusters Score -945438.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -945445.937500 Penalty: 4525.513672
	Iteration 44Q: 3 clusters Score -945445.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -945452.562500 Penalty: 4525.513672
	Iteration 45Q: 3 clusters Score -945452.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -945462.187500 Penalty: 4525.513672
	Iteration 46Q: 3 clusters Score -945462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -945464.812500 Penalty: 4525.513672
	Iteration 47Q: 3 clusters Score -945464.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -945471.250000 Penalty: 4525.513672
	Iteration 48Q: 3 clusters Score -945471.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -945477.125000 Penalty: 4525.513672
	Iteration 49Q: 3 clusters Score -945477.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -945482.875000 Penalty: 4525.513672
	Iteration 50Q: 3 clusters Score -945482.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -945488.500000 Penalty: 4525.513672
	Iteration 51Q: 3 clusters Score -945488.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -945497.500000 Penalty: 4525.513672
	Iteration 52Q: 3 clusters Score -945497.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -945510.937500 Penalty: 4525.513672
	Iteration 53Q: 3 clusters Score -945510.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -945524.625000 Penalty: 4525.513672
	Iteration 54Q: 3 clusters Score -945524.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -945538.062500 Penalty: 4525.513672
	Iteration 55Q: 3 clusters Score -945538.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -945547.000000 Penalty: 4525.513672
	Iteration 56Q: 3 clusters Score -945547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -945559.125000 Penalty: 4525.513672
	Iteration 57Q: 3 clusters Score -945559.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -945574.125000 Penalty: 4525.513672
	Iteration 58Q: 3 clusters Score -945574.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -945586.687500 Penalty: 4525.513672
	Iteration 59Q: 3 clusters Score -945586.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -945599.437500 Penalty: 4525.513672
	Iteration 60F: 3 clusters Score -945599.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -945612.562500 Penalty: 4525.513672
	Iteration 61Q: 3 clusters Score -945612.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -945625.375000 Penalty: 4525.513672
	Iteration 62Q: 3 clusters Score -945625.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -945640.625000 Penalty: 4525.513672
	Iteration 63Q: 3 clusters Score -945640.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -945656.062500 Penalty: 4525.513672
	Iteration 64Q: 3 clusters Score -945656.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -945674.875000 Penalty: 4525.513672
	Iteration 65Q: 3 clusters Score -945674.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -945694.562500 Penalty: 4525.513672
	Iteration 66Q: 3 clusters Score -945694.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -945716.125000 Penalty: 4525.513672
	Iteration 67Q: 3 clusters Score -945716.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -945742.937500 Penalty: 4525.513672
	Iteration 68Q: 3 clusters Score -945742.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -945778.375000 Penalty: 4525.513672
	Iteration 69Q: 3 clusters Score -945778.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -945816.062500 Penalty: 4525.513672
	Iteration 70Q: 3 clusters Score -945816.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -945861.312500 Penalty: 4525.513672
	Iteration 71Q: 3 clusters Score -945861.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -945906.937500 Penalty: 4525.513672
	Iteration 72Q: 3 clusters Score -945906.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -945954.875000 Penalty: 4525.513672
	Iteration 73Q: 3 clusters Score -945954.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -946005.875000 Penalty: 4525.513672
	Iteration 74Q: 3 clusters Score -946005.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -946062.937500 Penalty: 4525.513672
	Iteration 75Q: 3 clusters Score -946062.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -946120.250000 Penalty: 4525.513672
	Iteration 76Q: 3 clusters Score -946120.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -946175.562500 Penalty: 4525.513672
	Iteration 77Q: 3 clusters Score -946175.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -946227.312500 Penalty: 4525.513672
	Iteration 78Q: 3 clusters Score -946227.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -946274.875000 Penalty: 4525.513672
	Iteration 79Q: 3 clusters Score -946274.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -946320.062500 Penalty: 4525.513672
	Iteration 80F: 3 clusters Score -946320.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -946359.875000 Penalty: 4525.513672
	Iteration 81Q: 3 clusters Score -946359.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -946405.000000 Penalty: 4525.513672
	Iteration 82Q: 3 clusters Score -946405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -946442.000000 Penalty: 4525.513672
	Iteration 83Q: 3 clusters Score -946442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -946470.562500 Penalty: 4525.513672
	Iteration 84Q: 3 clusters Score -946470.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -946495.750000 Penalty: 4525.513672
	Iteration 85Q: 3 clusters Score -946495.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -946514.812500 Penalty: 4525.513672
	Iteration 86Q: 3 clusters Score -946514.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -946535.687500 Penalty: 4525.513672
	Iteration 87Q: 3 clusters Score -946535.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -946554.375000 Penalty: 4525.513672
	Iteration 88Q: 3 clusters Score -946554.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -946572.812500 Penalty: 4525.513672
	Iteration 89Q: 3 clusters Score -946572.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -946591.812500 Penalty: 4525.513672
	Iteration 90Q: 3 clusters Score -946591.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -946611.875000 Penalty: 4525.513672
	Iteration 91Q: 3 clusters Score -946611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -946629.375000 Penalty: 4525.513672
	Iteration 92Q: 3 clusters Score -946629.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -946647.437500 Penalty: 4525.513672
	Iteration 93Q: 3 clusters Score -946647.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -946668.250000 Penalty: 4525.513672
	Iteration 94Q: 3 clusters Score -946668.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -946686.250000 Penalty: 4525.513672
	Iteration 95Q: 3 clusters Score -946686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -946691.562500 Penalty: 4525.513672
	Iteration 96Q: 3 clusters Score -946691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -946699.437500 Penalty: 4525.513672
	Iteration 97Q: 3 clusters Score -946699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -946709.312500 Penalty: 4525.513672
	Iteration 98Q: 3 clusters Score -946709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -946715.625000 Penalty: 4525.513672
	Iteration 99Q: 3 clusters Score -946715.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -946722.625000 Penalty: 4525.513672
	Iteration 100F: 3 clusters Score -946722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -946727.062500 Penalty: 4525.513672
	Iteration 101Q: 3 clusters Score -946727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -946732.187500 Penalty: 4525.513672
	Iteration 102Q: 3 clusters Score -946732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -946741.437500 Penalty: 4525.513672
	Iteration 103Q: 3 clusters Score -946741.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -946751.000000 Penalty: 4525.513672
	Iteration 104Q: 3 clusters Score -946751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -946759.250000 Penalty: 4525.513672
	Iteration 105Q: 3 clusters Score -946759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -946764.062500 Penalty: 4525.513672
	Iteration 106Q: 3 clusters Score -946764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -946768.687500 Penalty: 4525.513672
	Iteration 107Q: 3 clusters Score -946768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -946770.187500 Penalty: 4525.513672
	Iteration 108Q: 3 clusters Score -946770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -946771.687500 Penalty: 4525.513672
	Iteration 109Q: 3 clusters Score -946771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -946770.687500 Penalty: 4525.513672
	Iteration 110Q: 3 clusters Score -946770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -946770.687500 Penalty: 4525.513672
	Iteration 111Q: 3 clusters Score -946770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -946771.875000 Penalty: 4525.513672
	Iteration 112Q: 3 clusters Score -946771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -946770.875000 Penalty: 4525.513672
	Iteration 113Q: 3 clusters Score -946770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -946770.875000 Penalty: 4525.513672
	Iteration 114F: 3 clusters Score -946770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -169359.640625 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -169359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -166573.812500 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -166573.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -167177.781250 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -167177.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167399.968750 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -167400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -167567.468750 Penalty: 3832.201416
	Iteration 3F: 3 clusters Score -167567.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -167713.984375 Penalty: 3832.201416
	Iteration 4F: 3 clusters Score -167714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -167855.250000 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -167855.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167993.125000 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -167993.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -168093.109375 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -168093.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -168198.796875 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -168198.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -168267.015625 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -168267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168313.671875 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -168313.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168352.312500 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -168352.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -168397.015625 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -168397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -168430.968750 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -168431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168456.578125 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -168456.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168475.937500 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -168475.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168484.921875 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -168484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -168490.062500 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -168490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168494.109375 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -168494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -168497.515625 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -168497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168506.828125 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -168506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168512.640625 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -168512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168515.109375 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -168515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -168516.234375 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -168516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -168516.234375 Penalty: 3832.201416
	Iteration 24F: 3 clusters Score -168516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Entering Unmasked Estep 
Score: -4216085.500000 Penalty: 2691.659180
	Iteration 0F: 2 clusters Score -4216086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4181168.250000 Penalty: 5383.318359
	Iteration 0F: 3 clusters Score -4181168 nChanged 24008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4194644.000000 Penalty: 5383.318359
	Iteration 1F: 3 clusters Score -4194644 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4195622.000000 Penalty: 5383.318359
	Iteration 2Q: 3 clusters Score -4195622 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4196996.000000 Penalty: 5383.318359
	Iteration 3F: 3 clusters Score -4196996 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4199100.500000 Penalty: 5383.318359
	Iteration 4F: 3 clusters Score -4199100 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4201536.500000 Penalty: 5383.318359
	Iteration 5F: 3 clusters Score -4201536 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4203653.500000 Penalty: 5383.318359
	Iteration 6F: 3 clusters Score -4203654 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4205107.000000 Penalty: 5383.318359
	Iteration 7F: 3 clusters Score -4205107 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4205944.000000 Penalty: 5383.318359
	Iteration 8Q: 3 clusters Score -4205944 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4206419.500000 Penalty: 5383.318359
	Iteration 9Q: 3 clusters Score -4206420 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4206716.500000 Penalty: 5383.318359
	Iteration 10Q: 3 clusters Score -4206716 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4206950.000000 Penalty: 5383.318359
	Iteration 11Q: 3 clusters Score -4206950 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4207169.000000 Penalty: 5383.318359
	Iteration 12Q: 3 clusters Score -4207169 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -4207377.500000 Penalty: 5383.318359
	Iteration 13Q: 3 clusters Score -4207378 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4207607.500000 Penalty: 5383.318359
	Iteration 14Q: 3 clusters Score -4207608 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4207898.500000 Penalty: 5383.318359
	Iteration 15Q: 3 clusters Score -4207898 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4208294.500000 Penalty: 5383.318359
	Iteration 16Q: 3 clusters Score -4208294 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4208696.000000 Penalty: 5383.318359
	Iteration 17Q: 3 clusters Score -4208696 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4209249.500000 Penalty: 5383.318359
	Iteration 18Q: 3 clusters Score -4209250 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -4209881.500000 Penalty: 5383.318359
	Iteration 19Q: 3 clusters Score -4209882 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -4210515.000000 Penalty: 5383.318359
	Iteration 20F: 3 clusters Score -4210515 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -4211134.500000 Penalty: 5383.318359
	Iteration 21Q: 3 clusters Score -4211134 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -4211688.500000 Penalty: 5383.318359
	Iteration 22Q: 3 clusters Score -4211688 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -4212168.500000 Penalty: 5383.318359
	Iteration 23Q: 3 clusters Score -4212168 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -4212587.500000 Penalty: 5383.318359
	Iteration 24Q: 3 clusters Score -4212588 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -4212950.000000 Penalty: 5383.318359
	Iteration 25Q: 3 clusters Score -4212950 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -4213246.500000 Penalty: 5383.318359
	Iteration 26Q: 3 clusters Score -4213246 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -4213460.500000 Penalty: 5383.318359
	Iteration 27Q: 3 clusters Score -4213460 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -4213671.000000 Penalty: 5383.318359
	Iteration 28Q: 3 clusters Score -4213671 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -4213856.500000 Penalty: 5383.318359
	Iteration 29Q: 3 clusters Score -4213856 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -4213999.500000 Penalty: 5383.318359
	Iteration 30Q: 3 clusters Score -4214000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -4214089.000000 Penalty: 5383.318359
	Iteration 31Q: 3 clusters Score -4214089 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -4214155.500000 Penalty: 5383.318359
	Iteration 32Q: 3 clusters Score -4214156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -4214203.000000 Penalty: 5383.318359
	Iteration 33Q: 3 clusters Score -4214203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -4214238.500000 Penalty: 5383.318359
	Iteration 34Q: 3 clusters Score -4214238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -4214257.000000 Penalty: 5383.318359
	Iteration 35Q: 3 clusters Score -4214257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -4214265.500000 Penalty: 5383.318359
	Iteration 36Q: 3 clusters Score -4214266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -4214285.500000 Penalty: 5383.318359
	Iteration 37Q: 3 clusters Score -4214286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -4214293.000000 Penalty: 5383.318359
	Iteration 38Q: 3 clusters Score -4214293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -4214306.000000 Penalty: 5383.318359
	Iteration 39Q: 3 clusters Score -4214306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -4214305.000000 Penalty: 5383.318359
	Iteration 40F: 3 clusters Score -4214305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -4214320.500000 Penalty: 5383.318359
	Iteration 41Q: 3 clusters Score -4214320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -4214319.500000 Penalty: 5383.318359
	Iteration 42Q: 3 clusters Score -4214320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -4214326.500000 Penalty: 5383.318359
	Iteration 43Q: 3 clusters Score -4214326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -4214331.000000 Penalty: 5383.318359
	Iteration 44Q: 3 clusters Score -4214331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -4214333.500000 Penalty: 5383.318359
	Iteration 45Q: 3 clusters Score -4214334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -4214338.000000 Penalty: 5383.318359
	Iteration 46Q: 3 clusters Score -4214338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -4214334.500000 Penalty: 5383.318359
	Iteration 47Q: 3 clusters Score -4214334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -4214333.000000 Penalty: 5383.318359
	Iteration 48Q: 3 clusters Score -4214333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -4214333.000000 Penalty: 5383.318359
	Iteration 49Q: 3 clusters Score -4214333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -4214337.000000 Penalty: 5383.318359
	Iteration 50Q: 3 clusters Score -4214337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -4214338.000000 Penalty: 5383.318359
	Iteration 51Q: 3 clusters Score -4214338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -4214333.000000 Penalty: 5383.318359
	Iteration 52Q: 3 clusters Score -4214333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -4214342.500000 Penalty: 5383.318359
	Iteration 53Q: 3 clusters Score -4214342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -4214342.000000 Penalty: 5383.318359
	Iteration 54Q: 3 clusters Score -4214342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4214344.500000 Penalty: 5383.318359
	Iteration 55Q: 3 clusters Score -4214344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -4214347.000000 Penalty: 5383.318359
	Iteration 56Q: 3 clusters Score -4214347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -4214353.000000 Penalty: 5383.318359
	Iteration 57Q: 3 clusters Score -4214353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -4214351.500000 Penalty: 5383.318359
	Iteration 58Q: 3 clusters Score -4214352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4214353.000000 Penalty: 5383.318359
	Iteration 59Q: 3 clusters Score -4214353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4214353.000000 Penalty: 5383.318359
	Iteration 60F: 3 clusters Score -4214353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -69698.140625 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -69698.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67971.968750 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -67971.97 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68399.398438 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -68399.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68526.257812 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -68526.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68659.406250 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -68659.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68800.437500 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -68800.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -69018.734375 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -69018.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69122.726562 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -69122.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69243.429688 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -69243.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69345.585938 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -69345.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69403.203125 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -69403.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69454.015625 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -69454.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69511.539062 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -69511.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69544.609375 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -69544.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -69577.039062 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -69577.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69617.742188 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -69617.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69662.671875 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -69662.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -69740.578125 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -69740.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -69811.968750 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -69811.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69854.460938 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -69854.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -69890.992188 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -69890.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69976.398438 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -69976.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -70065.226562 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -70065.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -70140.937500 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -70140.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -70228.109375 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -70228.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -70323.921875 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -70323.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70372.710938 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -70372.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -70395.734375 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -70395.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70419.304688 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -70419.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -70436.656250 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -70436.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70439.179688 Penalty: 3432.653076
	Iteration 29Q: 3 clusters Score -70439.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70440.046875 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -70440.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70440.046875 Penalty: 3432.653076
	Iteration 31F: 3 clusters Score -70440.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 111604 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17176 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14030 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18801 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74637 members 
Mstep: Class 46 contains 5863 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1547 members 
Mstep: Class 54 contains 107205 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110430 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22356 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6783 members 
Mstep: Class 68 contains 5650 members 
Mstep: Class 69 contains 536 members 
Entering Unmasked Estep 
Score: -150815232.000000 Penalty: 246271.468750
Splitting cluster 12 changes total score from -150816560.000000 to -150815232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (111604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111604 members 
Entering Unmasked Estep 
Score: -11706552.000000 Penalty: 2882.432617
	Iteration 0F: 2 clusters Score -1.170655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -11633724.000000 Penalty: 5764.865234
	Iteration 0F: 3 clusters Score -1.163372e+07 nChanged 53105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -11664401.000000 Penalty: 5764.865234
	Iteration 1F: 3 clusters Score -1.16644e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -11665421.000000 Penalty: 5764.865234
	Iteration 2Q: 3 clusters Score -1.166542e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -11666717.000000 Penalty: 5764.865234
	Iteration 3Q: 3 clusters Score -1.166672e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -11668743.000000 Penalty: 5764.865234
	Iteration 4Q: 3 clusters Score -1.166874e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -11672084.000000 Penalty: 5764.865234
	Iteration 5F: 3 clusters Score -1.167208e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -11677026.000000 Penalty: 5764.865234
	Iteration 6F: 3 clusters Score -1.167703e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -11683877.000000 Penalty: 5764.865234
	Iteration 7F: 3 clusters Score -1.168388e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -11691195.000000 Penalty: 5764.865234
	Iteration 8F: 3 clusters Score -1.16912e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -11696771.000000 Penalty: 5764.865234
	Iteration 9F: 3 clusters Score -1.169677e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -11700265.000000 Penalty: 5764.865234
	Iteration 10Q: 3 clusters Score -1.170026e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 107962 members 
Entering Unmasked Estep 
Score: -11702140.000000 Penalty: 5764.865234
	Iteration 11Q: 3 clusters Score -1.170214e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 109018 members 
Entering Unmasked Estep 
Score: -11703043.000000 Penalty: 5764.865234
	Iteration 12Q: 3 clusters Score -1.170304e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 109564 members 
Entering Unmasked Estep 
Score: -11703524.000000 Penalty: 5764.865234
	Iteration 13Q: 3 clusters Score -1.170352e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -11703783.000000 Penalty: 5764.865234
	Iteration 14Q: 3 clusters Score -1.170378e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -11703925.000000 Penalty: 5764.865234
	Iteration 15Q: 3 clusters Score -1.170392e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -11704035.000000 Penalty: 5764.865234
	Iteration 16Q: 3 clusters Score -1.170404e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -11704126.000000 Penalty: 5764.865234
	Iteration 17Q: 3 clusters Score -1.170413e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -11704182.000000 Penalty: 5764.865234
	Iteration 18Q: 3 clusters Score -1.170418e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 110424 members 
Entering Unmasked Estep 
Score: -11704242.000000 Penalty: 5764.865234
	Iteration 19Q: 3 clusters Score -1.170424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -11704246.000000 Penalty: 5764.865234
	Iteration 20F: 3 clusters Score -1.170425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -11704269.000000 Penalty: 5764.865234
	Iteration 21Q: 3 clusters Score -1.170427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -11704271.000000 Penalty: 5764.865234
	Iteration 22Q: 3 clusters Score -1.170427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -11704288.000000 Penalty: 5764.865234
	Iteration 23Q: 3 clusters Score -1.170429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -11704302.000000 Penalty: 5764.865234
	Iteration 24Q: 3 clusters Score -1.17043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -11704312.000000 Penalty: 5764.865234
	Iteration 25Q: 3 clusters Score -1.170431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -11704325.000000 Penalty: 5764.865234
	Iteration 26Q: 3 clusters Score -1.170432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -11704343.000000 Penalty: 5764.865234
	Iteration 27Q: 3 clusters Score -1.170434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -11704342.000000 Penalty: 5764.865234
	Iteration 28Q: 3 clusters Score -1.170434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -11704337.000000 Penalty: 5764.865234
	Iteration 29Q: 3 clusters Score -1.170434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -11704336.000000 Penalty: 5764.865234
	Iteration 30Q: 3 clusters Score -1.170434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 110560 members 
Entering Unmasked Estep 
Score: -11704344.000000 Penalty: 5764.865234
	Iteration 31Q: 3 clusters Score -1.170434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 110560 members 
Entering Unmasked Estep 
Score: -11704349.000000 Penalty: 5764.865234
	Iteration 32Q: 3 clusters Score -1.170435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -11704343.000000 Penalty: 5764.865234
	Iteration 33Q: 3 clusters Score -1.170434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -11704362.000000 Penalty: 5764.865234
	Iteration 34Q: 3 clusters Score -1.170436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -11704360.000000 Penalty: 5764.865234
	Iteration 35Q: 3 clusters Score -1.170436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -11704354.000000 Penalty: 5764.865234
	Iteration 36Q: 3 clusters Score -1.170435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -11704367.000000 Penalty: 5764.865234
	Iteration 37Q: 3 clusters Score -1.170437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 110585 members 
Entering Unmasked Estep 
Score: -11704377.000000 Penalty: 5764.865234
	Iteration 38Q: 3 clusters Score -1.170438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -11704373.000000 Penalty: 5764.865234
	Iteration 39Q: 3 clusters Score -1.170437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -11704378.000000 Penalty: 5764.865234
	Iteration 40F: 3 clusters Score -1.170438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -11704379.000000 Penalty: 5764.865234
	Iteration 41Q: 3 clusters Score -1.170438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 110596 members 
Entering Unmasked Estep 
Score: -11704375.000000 Penalty: 5764.865234
	Iteration 42Q: 3 clusters Score -1.170438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -11704382.000000 Penalty: 5764.865234
	Iteration 43Q: 3 clusters Score -1.170438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -11704382.000000 Penalty: 5764.865234
	Iteration 44F: 3 clusters Score -1.170438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Entering Unmasked Estep 
Score: -1052755.125000 Penalty: 2318.782227
	Iteration 0F: 2 clusters Score -1052755 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 5730 members 
Entering Unmasked Estep 
Score: -1044179.187500 Penalty: 4637.564453
	Iteration 0F: 3 clusters Score -1044179 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1046799.250000 Penalty: 4637.564453
	Iteration 1F: 3 clusters Score -1046799 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1047207.375000 Penalty: 4637.564453
	Iteration 2F: 3 clusters Score -1047207 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1047598.250000 Penalty: 4637.564453
	Iteration 3F: 3 clusters Score -1047598 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1048026.500000 Penalty: 4637.564453
	Iteration 4F: 3 clusters Score -1048026 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1048546.250000 Penalty: 4637.564453
	Iteration 5F: 3 clusters Score -1048546 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1049030.375000 Penalty: 4637.564453
	Iteration 6F: 3 clusters Score -1049030 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1049442.375000 Penalty: 4637.564453
	Iteration 7F: 3 clusters Score -1049442 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1049764.125000 Penalty: 4637.564453
	Iteration 8Q: 3 clusters Score -1049764 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1050028.875000 Penalty: 4637.564453
	Iteration 9Q: 3 clusters Score -1050029 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1050218.500000 Penalty: 4637.564453
	Iteration 10Q: 3 clusters Score -1050218 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1050349.500000 Penalty: 4637.564453
	Iteration 11Q: 3 clusters Score -1050350 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1050433.125000 Penalty: 4637.564453
	Iteration 12Q: 3 clusters Score -1050433 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1050489.250000 Penalty: 4637.564453
	Iteration 13Q: 3 clusters Score -1050489 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1050531.750000 Penalty: 4637.564453
	Iteration 14Q: 3 clusters Score -1050532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1050571.500000 Penalty: 4637.564453
	Iteration 15Q: 3 clusters Score -1050572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1050608.500000 Penalty: 4637.564453
	Iteration 16Q: 3 clusters Score -1050608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1050630.750000 Penalty: 4637.564453
	Iteration 17Q: 3 clusters Score -1050631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1050656.000000 Penalty: 4637.564453
	Iteration 18Q: 3 clusters Score -1050656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1050667.625000 Penalty: 4637.564453
	Iteration 19Q: 3 clusters Score -1050668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1050679.625000 Penalty: 4637.564453
	Iteration 20F: 3 clusters Score -1050680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1050694.625000 Penalty: 4637.564453
	Iteration 21Q: 3 clusters Score -1050695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1050709.750000 Penalty: 4637.564453
	Iteration 22Q: 3 clusters Score -1050710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1050732.625000 Penalty: 4637.564453
	Iteration 23Q: 3 clusters Score -1050733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1050746.750000 Penalty: 4637.564453
	Iteration 24Q: 3 clusters Score -1050747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1050764.250000 Penalty: 4637.564453
	Iteration 25Q: 3 clusters Score -1050764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1050772.625000 Penalty: 4637.564453
	Iteration 26Q: 3 clusters Score -1050773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1050784.875000 Penalty: 4637.564453
	Iteration 27Q: 3 clusters Score -1050785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1050801.000000 Penalty: 4637.564453
	Iteration 28Q: 3 clusters Score -1050801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1050809.625000 Penalty: 4637.564453
	Iteration 29Q: 3 clusters Score -1050810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1050822.625000 Penalty: 4637.564453
	Iteration 30Q: 3 clusters Score -1050823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1050835.125000 Penalty: 4637.564453
	Iteration 31Q: 3 clusters Score -1050835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1050845.875000 Penalty: 4637.564453
	Iteration 32Q: 3 clusters Score -1050846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1050859.375000 Penalty: 4637.564453
	Iteration 33Q: 3 clusters Score -1050859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1050872.750000 Penalty: 4637.564453
	Iteration 34Q: 3 clusters Score -1050873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1050879.375000 Penalty: 4637.564453
	Iteration 35Q: 3 clusters Score -1050879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1050890.500000 Penalty: 4637.564453
	Iteration 36Q: 3 clusters Score -1050890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1050900.750000 Penalty: 4637.564453
	Iteration 37Q: 3 clusters Score -1050901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1050910.750000 Penalty: 4637.564453
	Iteration 38Q: 3 clusters Score -1050911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1050917.750000 Penalty: 4637.564453
	Iteration 39Q: 3 clusters Score -1050918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1050930.875000 Penalty: 4637.564453
	Iteration 40F: 3 clusters Score -1050931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1050937.750000 Penalty: 4637.564453
	Iteration 41Q: 3 clusters Score -1050938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1050950.500000 Penalty: 4637.564453
	Iteration 42Q: 3 clusters Score -1050950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1050961.125000 Penalty: 4637.564453
	Iteration 43Q: 3 clusters Score -1050961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1050973.250000 Penalty: 4637.564453
	Iteration 44Q: 3 clusters Score -1050973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1050979.375000 Penalty: 4637.564453
	Iteration 45Q: 3 clusters Score -1050979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1050983.250000 Penalty: 4637.564453
	Iteration 46Q: 3 clusters Score -1050983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1050989.250000 Penalty: 4637.564453
	Iteration 47Q: 3 clusters Score -1050989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1050990.500000 Penalty: 4637.564453
	Iteration 48Q: 3 clusters Score -1050990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1050999.250000 Penalty: 4637.564453
	Iteration 49Q: 3 clusters Score -1050999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1051002.125000 Penalty: 4637.564453
	Iteration 50Q: 3 clusters Score -1051002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1051008.250000 Penalty: 4637.564453
	Iteration 51Q: 3 clusters Score -1051008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1051012.125000 Penalty: 4637.564453
	Iteration 52Q: 3 clusters Score -1051012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1051013.000000 Penalty: 4637.564453
	Iteration 53Q: 3 clusters Score -1051013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1051015.375000 Penalty: 4637.564453
	Iteration 54Q: 3 clusters Score -1051015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1051016.625000 Penalty: 4637.564453
	Iteration 55Q: 3 clusters Score -1051017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1051018.125000 Penalty: 4637.564453
	Iteration 56Q: 3 clusters Score -1051018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1051018.500000 Penalty: 4637.564453
	Iteration 57Q: 3 clusters Score -1051018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1051017.125000 Penalty: 4637.564453
	Iteration 58Q: 3 clusters Score -1051017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1051017.125000 Penalty: 4637.564453
	Iteration 59F: 3 clusters Score -1051017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -1610384.750000 Penalty: 2457.486816
	Iteration 0F: 2 clusters Score -1610385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1596251.125000 Penalty: 4914.973633
	Iteration 0F: 3 clusters Score -1596251 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1601010.000000 Penalty: 4914.973633
	Iteration 1F: 3 clusters Score -1601010 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1601496.375000 Penalty: 4914.973633
	Iteration 2F: 3 clusters Score -1601496 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1601948.125000 Penalty: 4914.973633
	Iteration 3F: 3 clusters Score -1601948 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1602459.625000 Penalty: 4914.973633
	Iteration 4Q: 3 clusters Score -1602460 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1603121.625000 Penalty: 4914.973633
	Iteration 5F: 3 clusters Score -1603122 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1603867.250000 Penalty: 4914.973633
	Iteration 6F: 3 clusters Score -1603867 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1604742.875000 Penalty: 4914.973633
	Iteration 7F: 3 clusters Score -1604743 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1605619.125000 Penalty: 4914.973633
	Iteration 8F: 3 clusters Score -1605619 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1606466.750000 Penalty: 4914.973633
	Iteration 9F: 3 clusters Score -1606467 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1607104.500000 Penalty: 4914.973633
	Iteration 10Q: 3 clusters Score -1607104 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1607636.250000 Penalty: 4914.973633
	Iteration 11Q: 3 clusters Score -1607636 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1607999.750000 Penalty: 4914.973633
	Iteration 12Q: 3 clusters Score -1608000 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1608248.000000 Penalty: 4914.973633
	Iteration 13Q: 3 clusters Score -1608248 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1608459.375000 Penalty: 4914.973633
	Iteration 14Q: 3 clusters Score -1608459 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1608621.250000 Penalty: 4914.973633
	Iteration 15Q: 3 clusters Score -1608621 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1608787.250000 Penalty: 4914.973633
	Iteration 16Q: 3 clusters Score -1608787 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1608953.500000 Penalty: 4914.973633
	Iteration 17Q: 3 clusters Score -1608954 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1609117.125000 Penalty: 4914.973633
	Iteration 18Q: 3 clusters Score -1609117 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1609273.375000 Penalty: 4914.973633
	Iteration 19Q: 3 clusters Score -1609273 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1609403.750000 Penalty: 4914.973633
	Iteration 20F: 3 clusters Score -1609404 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1609525.375000 Penalty: 4914.973633
	Iteration 21Q: 3 clusters Score -1609525 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1609636.500000 Penalty: 4914.973633
	Iteration 22Q: 3 clusters Score -1609636 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1609714.250000 Penalty: 4914.973633
	Iteration 23Q: 3 clusters Score -1609714 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1609770.125000 Penalty: 4914.973633
	Iteration 24Q: 3 clusters Score -1609770 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1609812.500000 Penalty: 4914.973633
	Iteration 25Q: 3 clusters Score -1609812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1609838.625000 Penalty: 4914.973633
	Iteration 26Q: 3 clusters Score -1609839 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1609859.625000 Penalty: 4914.973633
	Iteration 27Q: 3 clusters Score -1609860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1609882.875000 Penalty: 4914.973633
	Iteration 28Q: 3 clusters Score -1609883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1609895.250000 Penalty: 4914.973633
	Iteration 29Q: 3 clusters Score -1609895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1609915.125000 Penalty: 4914.973633
	Iteration 30Q: 3 clusters Score -1609915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1609931.250000 Penalty: 4914.973633
	Iteration 31Q: 3 clusters Score -1609931 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1609943.125000 Penalty: 4914.973633
	Iteration 32Q: 3 clusters Score -1609943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1609959.875000 Penalty: 4914.973633
	Iteration 33Q: 3 clusters Score -1609960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1609970.125000 Penalty: 4914.973633
	Iteration 34Q: 3 clusters Score -1609970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1609977.750000 Penalty: 4914.973633
	Iteration 35Q: 3 clusters Score -1609978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1609987.375000 Penalty: 4914.973633
	Iteration 36Q: 3 clusters Score -1609987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1609990.250000 Penalty: 4914.973633
	Iteration 37Q: 3 clusters Score -1609990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1609999.625000 Penalty: 4914.973633
	Iteration 38Q: 3 clusters Score -1610000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1610008.875000 Penalty: 4914.973633
	Iteration 39Q: 3 clusters Score -1610009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1610014.000000 Penalty: 4914.973633
	Iteration 40F: 3 clusters Score -1610014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1610025.875000 Penalty: 4914.973633
	Iteration 41Q: 3 clusters Score -1610026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1610027.125000 Penalty: 4914.973633
	Iteration 42Q: 3 clusters Score -1610027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1610046.750000 Penalty: 4914.973633
	Iteration 43Q: 3 clusters Score -1610047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1610059.000000 Penalty: 4914.973633
	Iteration 44Q: 3 clusters Score -1610059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1610066.875000 Penalty: 4914.973633
	Iteration 45Q: 3 clusters Score -1610067 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1610080.500000 Penalty: 4914.973633
	Iteration 46Q: 3 clusters Score -1610080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1610099.125000 Penalty: 4914.973633
	Iteration 47Q: 3 clusters Score -1610099 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1610119.125000 Penalty: 4914.973633
	Iteration 48Q: 3 clusters Score -1610119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1610134.625000 Penalty: 4914.973633
	Iteration 49Q: 3 clusters Score -1610135 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1610162.125000 Penalty: 4914.973633
	Iteration 50Q: 3 clusters Score -1610162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1610177.750000 Penalty: 4914.973633
	Iteration 51Q: 3 clusters Score -1610178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1610208.375000 Penalty: 4914.973633
	Iteration 52Q: 3 clusters Score -1610208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1610238.875000 Penalty: 4914.973633
	Iteration 53Q: 3 clusters Score -1610239 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1610278.500000 Penalty: 4914.973633
	Iteration 54Q: 3 clusters Score -1610278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1610341.750000 Penalty: 4914.973633
	Iteration 55Q: 3 clusters Score -1610342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1610445.500000 Penalty: 4914.973633
	Iteration 56Q: 3 clusters Score -1610446 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1610578.875000 Penalty: 4914.973633
	Iteration 57Q: 3 clusters Score -1610579 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1610754.375000 Penalty: 4914.973633
	Iteration 58Q: 3 clusters Score -1610754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1610911.875000 Penalty: 4914.973633
	Iteration 59Q: 3 clusters Score -1610912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1611044.125000 Penalty: 4914.973633
	Iteration 60F: 3 clusters Score -1611044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1611119.500000 Penalty: 4914.973633
	Iteration 61Q: 3 clusters Score -1611120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1611165.125000 Penalty: 4914.973633
	Iteration 62Q: 3 clusters Score -1611165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1611193.375000 Penalty: 4914.973633
	Iteration 63Q: 3 clusters Score -1611193 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1611205.500000 Penalty: 4914.973633
	Iteration 64Q: 3 clusters Score -1611206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1611207.750000 Penalty: 4914.973633
	Iteration 65Q: 3 clusters Score -1611208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1611210.125000 Penalty: 4914.973633
	Iteration 66Q: 3 clusters Score -1611210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1611214.500000 Penalty: 4914.973633
	Iteration 67Q: 3 clusters Score -1611214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1611215.375000 Penalty: 4914.973633
	Iteration 68Q: 3 clusters Score -1611215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1611216.250000 Penalty: 4914.973633
	Iteration 69Q: 3 clusters Score -1611216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1611216.250000 Penalty: 4914.973633
	Iteration 70Q: 3 clusters Score -1611216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1611220.125000 Penalty: 4914.973633
	Iteration 71Q: 3 clusters Score -1611220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1611218.875000 Penalty: 4914.973633
	Iteration 72Q: 3 clusters Score -1611219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1611221.000000 Penalty: 4914.973633
	Iteration 73Q: 3 clusters Score -1611221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1611221.000000 Penalty: 4914.973633
	Iteration 74F: 3 clusters Score -1611221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111604 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17176 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14030 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18801 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74637 members 
Mstep: Class 46 contains 5863 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1547 members 
Mstep: Class 54 contains 107205 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110430 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22356 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6783 members 
Mstep: Class 68 contains 5650 members 
Mstep: Class 69 contains 7499 members 
Entering Unmasked Estep 
Score: -150815040.000000 Penalty: 246271.468750
Splitting cluster 15 changes total score from -150816560.000000 to -150815040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -403098.500000 Penalty: 2122.181396
	Iteration 0F: 2 clusters Score -403098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -398462.343750 Penalty: 4244.362793
	Iteration 0F: 3 clusters Score -398462.3 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -399592.406250 Penalty: 4244.362793
	Iteration 1F: 3 clusters Score -399592.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -399790.875000 Penalty: 4244.362793
	Iteration 2F: 3 clusters Score -399790.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -399928.968750 Penalty: 4244.362793
	Iteration 3Q: 3 clusters Score -399929 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -400046.312500 Penalty: 4244.362793
	Iteration 4Q: 3 clusters Score -400046.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -400156.937500 Penalty: 4244.362793
	Iteration 5Q: 3 clusters Score -400156.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -400268.812500 Penalty: 4244.362793
	Iteration 6Q: 3 clusters Score -400268.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -400357.406250 Penalty: 4244.362793
	Iteration 7Q: 3 clusters Score -400357.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -400420.125000 Penalty: 4244.362793
	Iteration 8Q: 3 clusters Score -400420.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -400476.218750 Penalty: 4244.362793
	Iteration 9Q: 3 clusters Score -400476.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -400534.656250 Penalty: 4244.362793
	Iteration 10Q: 3 clusters Score -400534.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -400613.781250 Penalty: 4244.362793
	Iteration 11Q: 3 clusters Score -400613.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -400684.687500 Penalty: 4244.362793
	Iteration 12Q: 3 clusters Score -400684.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -400755.312500 Penalty: 4244.362793
	Iteration 13Q: 3 clusters Score -400755.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -400825.062500 Penalty: 4244.362793
	Iteration 14Q: 3 clusters Score -400825.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -400886.531250 Penalty: 4244.362793
	Iteration 15Q: 3 clusters Score -400886.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -400953.218750 Penalty: 4244.362793
	Iteration 16Q: 3 clusters Score -400953.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -401008.093750 Penalty: 4244.362793
	Iteration 17Q: 3 clusters Score -401008.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -401052.093750 Penalty: 4244.362793
	Iteration 18Q: 3 clusters Score -401052.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -401088.406250 Penalty: 4244.362793
	Iteration 19Q: 3 clusters Score -401088.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -401120.000000 Penalty: 4244.362793
	Iteration 20F: 3 clusters Score -401120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -401149.156250 Penalty: 4244.362793
	Iteration 21Q: 3 clusters Score -401149.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -401167.906250 Penalty: 4244.362793
	Iteration 22Q: 3 clusters Score -401167.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -401183.468750 Penalty: 4244.362793
	Iteration 23Q: 3 clusters Score -401183.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -401192.906250 Penalty: 4244.362793
	Iteration 24Q: 3 clusters Score -401192.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -401202.937500 Penalty: 4244.362793
	Iteration 25Q: 3 clusters Score -401202.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -401215.937500 Penalty: 4244.362793
	Iteration 26Q: 3 clusters Score -401215.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -401224.000000 Penalty: 4244.362793
	Iteration 27Q: 3 clusters Score -401224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -401232.593750 Penalty: 4244.362793
	Iteration 28Q: 3 clusters Score -401232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -401242.250000 Penalty: 4244.362793
	Iteration 29Q: 3 clusters Score -401242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -401248.531250 Penalty: 4244.362793
	Iteration 30Q: 3 clusters Score -401248.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -401254.406250 Penalty: 4244.362793
	Iteration 31Q: 3 clusters Score -401254.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -401258.343750 Penalty: 4244.362793
	Iteration 32Q: 3 clusters Score -401258.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -401264.062500 Penalty: 4244.362793
	Iteration 33Q: 3 clusters Score -401264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -401267.875000 Penalty: 4244.362793
	Iteration 34Q: 3 clusters Score -401267.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -401273.343750 Penalty: 4244.362793
	Iteration 35Q: 3 clusters Score -401273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -401282.062500 Penalty: 4244.362793
	Iteration 36Q: 3 clusters Score -401282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -401284.781250 Penalty: 4244.362793
	Iteration 37Q: 3 clusters Score -401284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -401286.187500 Penalty: 4244.362793
	Iteration 38Q: 3 clusters Score -401286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -401288.125000 Penalty: 4244.362793
	Iteration 39Q: 3 clusters Score -401288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -401290.093750 Penalty: 4244.362793
	Iteration 40F: 3 clusters Score -401290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -401293.437500 Penalty: 4244.362793
	Iteration 41Q: 3 clusters Score -401293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -401294.062500 Penalty: 4244.362793
	Iteration 42Q: 3 clusters Score -401294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -401294.968750 Penalty: 4244.362793
	Iteration 43Q: 3 clusters Score -401295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -401294.968750 Penalty: 4244.362793
	Iteration 44F: 3 clusters Score -401295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Entering Unmasked Estep 
Score: -13894843.000000 Penalty: 2985.666748
	Iteration 0F: 2 clusters Score -1.389484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -13781465.000000 Penalty: 5971.333496
	Iteration 0F: 3 clusters Score -1.378146e+07 nChanged 81180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -13828162.000000 Penalty: 5971.333496
	Iteration 1F: 3 clusters Score -1.382816e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -13828890.000000 Penalty: 5971.333496
	Iteration 2Q: 3 clusters Score -1.382889e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -13829719.000000 Penalty: 5971.333496
	Iteration 3Q: 3 clusters Score -1.382972e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -13830778.000000 Penalty: 5971.333496
	Iteration 4Q: 3 clusters Score -1.383078e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -13832044.000000 Penalty: 5971.333496
	Iteration 5Q: 3 clusters Score -1.383204e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -13833549.000000 Penalty: 5971.333496
	Iteration 6Q: 3 clusters Score -1.383355e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -13835573.000000 Penalty: 5971.333496
	Iteration 7Q: 3 clusters Score -1.383557e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -13838179.000000 Penalty: 5971.333496
	Iteration 8Q: 3 clusters Score -1.383818e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 86791 members 
Entering Unmasked Estep 
Score: -13841901.000000 Penalty: 5971.333496
	Iteration 9Q: 3 clusters Score -1.38419e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -13846742.000000 Penalty: 5971.333496
	Iteration 10F: 3 clusters Score -1.384674e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -13852735.000000 Penalty: 5971.333496
	Iteration 11F: 3 clusters Score -1.385274e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -13858261.000000 Penalty: 5971.333496
	Iteration 12F: 3 clusters Score -1.385826e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -13862008.000000 Penalty: 5971.333496
	Iteration 13Q: 3 clusters Score -1.386201e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -13863724.000000 Penalty: 5971.333496
	Iteration 14Q: 3 clusters Score -1.386372e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -13864459.000000 Penalty: 5971.333496
	Iteration 15Q: 3 clusters Score -1.386446e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -13864707.000000 Penalty: 5971.333496
	Iteration 16Q: 3 clusters Score -1.386471e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -13864924.000000 Penalty: 5971.333496
	Iteration 17Q: 3 clusters Score -1.386492e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -13865056.000000 Penalty: 5971.333496
	Iteration 18Q: 3 clusters Score -1.386506e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -13865208.000000 Penalty: 5971.333496
	Iteration 19Q: 3 clusters Score -1.386521e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -13865275.000000 Penalty: 5971.333496
	Iteration 20F: 3 clusters Score -1.386528e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -13865354.000000 Penalty: 5971.333496
	Iteration 21Q: 3 clusters Score -1.386535e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -13865439.000000 Penalty: 5971.333496
	Iteration 22Q: 3 clusters Score -1.386544e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -13865489.000000 Penalty: 5971.333496
	Iteration 23Q: 3 clusters Score -1.386549e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 89850 members 
Entering Unmasked Estep 
Score: -13865619.000000 Penalty: 5971.333496
	Iteration 24Q: 3 clusters Score -1.386562e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -13865675.000000 Penalty: 5971.333496
	Iteration 25Q: 3 clusters Score -1.386568e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -13865657.000000 Penalty: 5971.333496
	Iteration 26Q: 3 clusters Score -1.386566e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -13865749.000000 Penalty: 5971.333496
	Iteration 27Q: 3 clusters Score -1.386575e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -13865812.000000 Penalty: 5971.333496
	Iteration 28Q: 3 clusters Score -1.386581e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -13865836.000000 Penalty: 5971.333496
	Iteration 29Q: 3 clusters Score -1.386584e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -13865908.000000 Penalty: 5971.333496
	Iteration 30Q: 3 clusters Score -1.386591e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -13865945.000000 Penalty: 5971.333496
	Iteration 31Q: 3 clusters Score -1.386594e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -13865957.000000 Penalty: 5971.333496
	Iteration 32Q: 3 clusters Score -1.386596e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -13865994.000000 Penalty: 5971.333496
	Iteration 33Q: 3 clusters Score -1.386599e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -13866045.000000 Penalty: 5971.333496
	Iteration 34Q: 3 clusters Score -1.386604e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -13866086.000000 Penalty: 5971.333496
	Iteration 35Q: 3 clusters Score -1.386609e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -13866150.000000 Penalty: 5971.333496
	Iteration 36Q: 3 clusters Score -1.386615e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -13866241.000000 Penalty: 5971.333496
	Iteration 37Q: 3 clusters Score -1.386624e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -13866268.000000 Penalty: 5971.333496
	Iteration 38Q: 3 clusters Score -1.386627e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -13866324.000000 Penalty: 5971.333496
	Iteration 39Q: 3 clusters Score -1.386632e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 87001 members 
Entering Unmasked Estep 
Score: -13866411.000000 Penalty: 5971.333496
	Iteration 40F: 3 clusters Score -1.386641e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -13866497.000000 Penalty: 5971.333496
	Iteration 41Q: 3 clusters Score -1.38665e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -13866551.000000 Penalty: 5971.333496
	Iteration 42Q: 3 clusters Score -1.386655e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -13866609.000000 Penalty: 5971.333496
	Iteration 43Q: 3 clusters Score -1.386661e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -13866742.000000 Penalty: 5971.333496
	Iteration 44Q: 3 clusters Score -1.386674e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -13866798.000000 Penalty: 5971.333496
	Iteration 45Q: 3 clusters Score -1.38668e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -13866916.000000 Penalty: 5971.333496
	Iteration 46Q: 3 clusters Score -1.386692e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -13867046.000000 Penalty: 5971.333496
	Iteration 47Q: 3 clusters Score -1.386705e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -13867207.000000 Penalty: 5971.333496
	Iteration 48Q: 3 clusters Score -1.386721e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -13867384.000000 Penalty: 5971.333496
	Iteration 49Q: 3 clusters Score -1.386738e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -13867555.000000 Penalty: 5971.333496
	Iteration 50Q: 3 clusters Score -1.386756e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -13867767.000000 Penalty: 5971.333496
	Iteration 51Q: 3 clusters Score -1.386777e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -13867984.000000 Penalty: 5971.333496
	Iteration 52Q: 3 clusters Score -1.386798e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -13868297.000000 Penalty: 5971.333496
	Iteration 53Q: 3 clusters Score -1.38683e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -13868578.000000 Penalty: 5971.333496
	Iteration 54Q: 3 clusters Score -1.386858e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97927 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -13868830.000000 Penalty: 5971.333496
	Iteration 55Q: 3 clusters Score -1.386883e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -13869222.000000 Penalty: 5971.333496
	Iteration 56Q: 3 clusters Score -1.386922e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -13869666.000000 Penalty: 5971.333496
	Iteration 57Q: 3 clusters Score -1.386967e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104201 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -13870230.000000 Penalty: 5971.333496
	Iteration 58Q: 3 clusters Score -1.387023e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -13870912.000000 Penalty: 5971.333496
	Iteration 59Q: 3 clusters Score -1.387091e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -13871615.000000 Penalty: 5971.333496
	Iteration 60F: 3 clusters Score -1.387162e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -13872276.000000 Penalty: 5971.333496
	Iteration 61Q: 3 clusters Score -1.387228e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -13873051.000000 Penalty: 5971.333496
	Iteration 62Q: 3 clusters Score -1.387305e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116805 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -13873820.000000 Penalty: 5971.333496
	Iteration 63Q: 3 clusters Score -1.387382e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119637 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -13874670.000000 Penalty: 5971.333496
	Iteration 64Q: 3 clusters Score -1.387467e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -13875509.000000 Penalty: 5971.333496
	Iteration 65Q: 3 clusters Score -1.387551e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -13876436.000000 Penalty: 5971.333496
	Iteration 66Q: 3 clusters Score -1.387644e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -13877398.000000 Penalty: 5971.333496
	Iteration 67Q: 3 clusters Score -1.38774e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -13878140.000000 Penalty: 5971.333496
	Iteration 68Q: 3 clusters Score -1.387814e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133680 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -13878927.000000 Penalty: 5971.333496
	Iteration 69Q: 3 clusters Score -1.387893e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136370 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -13879733.000000 Penalty: 5971.333496
	Iteration 70Q: 3 clusters Score -1.387973e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -13880684.000000 Penalty: 5971.333496
	Iteration 71Q: 3 clusters Score -1.388068e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141672 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -13881625.000000 Penalty: 5971.333496
	Iteration 72Q: 3 clusters Score -1.388162e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -13882477.000000 Penalty: 5971.333496
	Iteration 73Q: 3 clusters Score -1.388248e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146545 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -13883336.000000 Penalty: 5971.333496
	Iteration 74Q: 3 clusters Score -1.388334e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148831 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -13884173.000000 Penalty: 5971.333496
	Iteration 75Q: 3 clusters Score -1.388417e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -13884990.000000 Penalty: 5971.333496
	Iteration 76Q: 3 clusters Score -1.388499e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153050 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -13885766.000000 Penalty: 5971.333496
	Iteration 77Q: 3 clusters Score -1.388577e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155005 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -13886493.000000 Penalty: 5971.333496
	Iteration 78Q: 3 clusters Score -1.388649e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -13887229.000000 Penalty: 5971.333496
	Iteration 79Q: 3 clusters Score -1.388723e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158472 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -13888056.000000 Penalty: 5971.333496
	Iteration 80F: 3 clusters Score -1.388806e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -13888968.000000 Penalty: 5971.333496
	Iteration 81Q: 3 clusters Score -1.388897e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -13889775.000000 Penalty: 5971.333496
	Iteration 82Q: 3 clusters Score -1.388978e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -13890481.000000 Penalty: 5971.333496
	Iteration 83Q: 3 clusters Score -1.389048e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -13890954.000000 Penalty: 5971.333496
	Iteration 84Q: 3 clusters Score -1.389095e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164692 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -13891360.000000 Penalty: 5971.333496
	Iteration 85Q: 3 clusters Score -1.389136e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165363 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -13891677.000000 Penalty: 5971.333496
	Iteration 86Q: 3 clusters Score -1.389168e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -13891955.000000 Penalty: 5971.333496
	Iteration 87Q: 3 clusters Score -1.389196e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166300 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -13892196.000000 Penalty: 5971.333496
	Iteration 88Q: 3 clusters Score -1.38922e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -13892343.000000 Penalty: 5971.333496
	Iteration 89Q: 3 clusters Score -1.389234e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -13892510.000000 Penalty: 5971.333496
	Iteration 90Q: 3 clusters Score -1.389251e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -13892563.000000 Penalty: 5971.333496
	Iteration 91Q: 3 clusters Score -1.389256e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13892641.000000 Penalty: 5971.333496
	Iteration 92Q: 3 clusters Score -1.389264e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167273 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -13892708.000000 Penalty: 5971.333496
	Iteration 93Q: 3 clusters Score -1.389271e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167353 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -13892761.000000 Penalty: 5971.333496
	Iteration 94Q: 3 clusters Score -1.389276e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -13892801.000000 Penalty: 5971.333496
	Iteration 95Q: 3 clusters Score -1.38928e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13892809.000000 Penalty: 5971.333496
	Iteration 96Q: 3 clusters Score -1.389281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -13892860.000000 Penalty: 5971.333496
	Iteration 97Q: 3 clusters Score -1.389286e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -13892888.000000 Penalty: 5971.333496
	Iteration 98Q: 3 clusters Score -1.389289e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -13892901.000000 Penalty: 5971.333496
	Iteration 99Q: 3 clusters Score -1.38929e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167559 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13892905.000000 Penalty: 5971.333496
	Iteration 100F: 3 clusters Score -1.38929e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167569 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13892921.000000 Penalty: 5971.333496
	Iteration 101Q: 3 clusters Score -1.389292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -13892918.000000 Penalty: 5971.333496
	Iteration 102Q: 3 clusters Score -1.389292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13892932.000000 Penalty: 5971.333496
	Iteration 103Q: 3 clusters Score -1.389293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13892937.000000 Penalty: 5971.333496
	Iteration 104Q: 3 clusters Score -1.389294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167627 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13892955.000000 Penalty: 5971.333496
	Iteration 105Q: 3 clusters Score -1.389296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13892972.000000 Penalty: 5971.333496
	Iteration 106Q: 3 clusters Score -1.389297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -13892963.000000 Penalty: 5971.333496
	Iteration 107Q: 3 clusters Score -1.389296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167655 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13892965.000000 Penalty: 5971.333496
	Iteration 108Q: 3 clusters Score -1.389296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13892997.000000 Penalty: 5971.333496
	Iteration 109Q: 3 clusters Score -1.3893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167675 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13892975.000000 Penalty: 5971.333496
	Iteration 110Q: 3 clusters Score -1.389298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13892988.000000 Penalty: 5971.333496
	Iteration 111Q: 3 clusters Score -1.389299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13892976.000000 Penalty: 5971.333496
	Iteration 112Q: 3 clusters Score -1.389298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -13892978.000000 Penalty: 5971.333496
	Iteration 113Q: 3 clusters Score -1.389298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13892996.000000 Penalty: 5971.333496
	Iteration 114Q: 3 clusters Score -1.3893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13892999.000000 Penalty: 5971.333496
	Iteration 115Q: 3 clusters Score -1.3893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13893004.000000 Penalty: 5971.333496
	Iteration 116Q: 3 clusters Score -1.3893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13893015.000000 Penalty: 5971.333496
	Iteration 117Q: 3 clusters Score -1.389302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13893007.000000 Penalty: 5971.333496
	Iteration 118Q: 3 clusters Score -1.389301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13893005.000000 Penalty: 5971.333496
	Iteration 119Q: 3 clusters Score -1.3893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13893009.000000 Penalty: 5971.333496
	Iteration 120F: 3 clusters Score -1.389301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -226073.140625 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -226073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -223093.906250 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -223093.9 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223680.328125 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -223680.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -223860.531250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -223860.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -223987.140625 Penalty: 3894.616943
	Iteration 3F: 3 clusters Score -223987.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -224097.828125 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -224097.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -224190.687500 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -224190.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -224288.734375 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -224288.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -224440.500000 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -224440.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -224586.265625 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -224586.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -224729.609375 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -224729.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -224904.953125 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -224905 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -225026.718750 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -225026.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -225106.625000 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -225106.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -225160.437500 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -225160.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -225190.500000 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -225190.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -225202.656250 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -225202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -225208.250000 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -225208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -225211.343750 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -225211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -225213.078125 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -225213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -225214.968750 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -225215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -225223.281250 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -225223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -225229.843750 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -225229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -225233.515625 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -225233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -225237.437500 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -225237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -225239.296875 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -225239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -225239.765625 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -225239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -225239.671875 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -225239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -225239.671875 Penalty: 3894.616943
	Iteration 27F: 3 clusters Score -225239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -316162.812500 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -316162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -312222.437500 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -312222.4 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -313092.062500 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -313092.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -313332.531250 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -313332.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -313484.687500 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -313484.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -313588.531250 Penalty: 4118.784180
	Iteration 4Q: 3 clusters Score -313588.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -313687.750000 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -313687.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -313774.218750 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -313774.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -313853.468750 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -313853.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -313924.250000 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -313924.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -313982.093750 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -313982.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -314033.031250 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -314033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -314081.406250 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -314081.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -314124.125000 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -314124.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314159.843750 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -314159.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -314185.750000 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -314185.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -314215.750000 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -314215.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -314246.812500 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -314246.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -314277.718750 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -314277.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314306.468750 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -314306.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -314329.968750 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -314330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314351.500000 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -314351.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -314371.312500 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -314371.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -314393.875000 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -314393.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -314409.781250 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -314409.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -314426.968750 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -314427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -314446.000000 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -314446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314458.843750 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -314458.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -314470.375000 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -314470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -314480.031250 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -314480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -314485.750000 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -314485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -314490.750000 Penalty: 4118.784180
	Iteration 30Q: 3 clusters Score -314490.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -314495.187500 Penalty: 4118.784180
	Iteration 31Q: 3 clusters Score -314495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -314496.593750 Penalty: 4118.784180
	Iteration 32Q: 3 clusters Score -314496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -314498.000000 Penalty: 4118.784180
	Iteration 33Q: 3 clusters Score -314498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -314498.687500 Penalty: 4118.784180
	Iteration 34Q: 3 clusters Score -314498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -314499.687500 Penalty: 4118.784180
	Iteration 35Q: 3 clusters Score -314499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -314499.906250 Penalty: 4118.784180
	Iteration 36Q: 3 clusters Score -314499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314500.656250 Penalty: 4118.784180
	Iteration 37Q: 3 clusters Score -314500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314500.656250 Penalty: 4118.784180
	Iteration 38F: 3 clusters Score -314500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Entering Unmasked Estep 
Score: -3113412.500000 Penalty: 2620.059814
	Iteration 0F: 2 clusters Score -3113412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3087110.250000 Penalty: 5240.119629
	Iteration 0F: 3 clusters Score -3087110 nChanged 17741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3096752.000000 Penalty: 5240.119629
	Iteration 1F: 3 clusters Score -3096752 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3097320.500000 Penalty: 5240.119629
	Iteration 2Q: 3 clusters Score -3097320 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3097871.750000 Penalty: 5240.119629
	Iteration 3Q: 3 clusters Score -3097872 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3098568.750000 Penalty: 5240.119629
	Iteration 4Q: 3 clusters Score -3098569 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3099466.250000 Penalty: 5240.119629
	Iteration 5Q: 3 clusters Score -3099466 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3100659.250000 Penalty: 5240.119629
	Iteration 6F: 3 clusters Score -3100659 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3102261.750000 Penalty: 5240.119629
	Iteration 7F: 3 clusters Score -3102262 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3104219.000000 Penalty: 5240.119629
	Iteration 8F: 3 clusters Score -3104219 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3106252.250000 Penalty: 5240.119629
	Iteration 9F: 3 clusters Score -3106252 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3107921.000000 Penalty: 5240.119629
	Iteration 10Q: 3 clusters Score -3107921 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -3109005.500000 Penalty: 5240.119629
	Iteration 11Q: 3 clusters Score -3109006 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3109703.000000 Penalty: 5240.119629
	Iteration 12Q: 3 clusters Score -3109703 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -3110147.250000 Penalty: 5240.119629
	Iteration 13Q: 3 clusters Score -3110147 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3110484.250000 Penalty: 5240.119629
	Iteration 14Q: 3 clusters Score -3110484 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -3110696.500000 Penalty: 5240.119629
	Iteration 15Q: 3 clusters Score -3110696 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -3110888.500000 Penalty: 5240.119629
	Iteration 16Q: 3 clusters Score -3110888 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3111045.500000 Penalty: 5240.119629
	Iteration 17Q: 3 clusters Score -3111046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -3111156.000000 Penalty: 5240.119629
	Iteration 18Q: 3 clusters Score -3111156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3111239.250000 Penalty: 5240.119629
	Iteration 19Q: 3 clusters Score -3111239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -3111292.500000 Penalty: 5240.119629
	Iteration 20F: 3 clusters Score -3111292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -3111357.500000 Penalty: 5240.119629
	Iteration 21Q: 3 clusters Score -3111358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -3111408.750000 Penalty: 5240.119629
	Iteration 22Q: 3 clusters Score -3111409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3111466.750000 Penalty: 5240.119629
	Iteration 23Q: 3 clusters Score -3111467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3111492.750000 Penalty: 5240.119629
	Iteration 24Q: 3 clusters Score -3111493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -3111527.000000 Penalty: 5240.119629
	Iteration 25Q: 3 clusters Score -3111527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -3111537.000000 Penalty: 5240.119629
	Iteration 26Q: 3 clusters Score -3111537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -3111546.000000 Penalty: 5240.119629
	Iteration 27Q: 3 clusters Score -3111546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3111557.500000 Penalty: 5240.119629
	Iteration 28Q: 3 clusters Score -3111558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3111557.250000 Penalty: 5240.119629
	Iteration 29Q: 3 clusters Score -3111557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3111565.750000 Penalty: 5240.119629
	Iteration 30Q: 3 clusters Score -3111566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3111571.000000 Penalty: 5240.119629
	Iteration 31Q: 3 clusters Score -3111571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3111572.500000 Penalty: 5240.119629
	Iteration 32Q: 3 clusters Score -3111572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3111572.250000 Penalty: 5240.119629
	Iteration 33Q: 3 clusters Score -3111572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3111573.500000 Penalty: 5240.119629
	Iteration 34Q: 3 clusters Score -3111574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3111571.250000 Penalty: 5240.119629
	Iteration 35Q: 3 clusters Score -3111571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -3111572.750000 Penalty: 5240.119629
	Iteration 36Q: 3 clusters Score -3111573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -3111572.750000 Penalty: 5240.119629
	Iteration 37F: 3 clusters Score -3111573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Entering Unmasked Estep 
Score: -2649523.500000 Penalty: 2584.947021
	Iteration 0F: 2 clusters Score -2649524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2626629.000000 Penalty: 5169.894043
	Iteration 0F: 3 clusters Score -2626629 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2634953.750000 Penalty: 5169.894043
	Iteration 1F: 3 clusters Score -2634954 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2635553.000000 Penalty: 5169.894043
	Iteration 2Q: 3 clusters Score -2635553 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2636167.750000 Penalty: 5169.894043
	Iteration 3Q: 3 clusters Score -2636168 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2636838.000000 Penalty: 5169.894043
	Iteration 4Q: 3 clusters Score -2636838 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2637656.500000 Penalty: 5169.894043
	Iteration 5Q: 3 clusters Score -2637656 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2638609.500000 Penalty: 5169.894043
	Iteration 6F: 3 clusters Score -2638610 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2639654.750000 Penalty: 5169.894043
	Iteration 7F: 3 clusters Score -2639655 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2640881.750000 Penalty: 5169.894043
	Iteration 8F: 3 clusters Score -2640882 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2642212.250000 Penalty: 5169.894043
	Iteration 9F: 3 clusters Score -2642212 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2643570.000000 Penalty: 5169.894043
	Iteration 10F: 3 clusters Score -2643570 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2644561.000000 Penalty: 5169.894043
	Iteration 11Q: 3 clusters Score -2644561 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2645192.250000 Penalty: 5169.894043
	Iteration 12Q: 3 clusters Score -2645192 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2645539.500000 Penalty: 5169.894043
	Iteration 13Q: 3 clusters Score -2645540 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2645762.250000 Penalty: 5169.894043
	Iteration 14Q: 3 clusters Score -2645762 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2645934.500000 Penalty: 5169.894043
	Iteration 15Q: 3 clusters Score -2645934 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2646092.500000 Penalty: 5169.894043
	Iteration 16Q: 3 clusters Score -2646092 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2646195.750000 Penalty: 5169.894043
	Iteration 17Q: 3 clusters Score -2646196 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2646285.500000 Penalty: 5169.894043
	Iteration 18Q: 3 clusters Score -2646286 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2646379.000000 Penalty: 5169.894043
	Iteration 19Q: 3 clusters Score -2646379 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2646460.250000 Penalty: 5169.894043
	Iteration 20F: 3 clusters Score -2646460 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2646540.500000 Penalty: 5169.894043
	Iteration 21Q: 3 clusters Score -2646540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2646615.000000 Penalty: 5169.894043
	Iteration 22Q: 3 clusters Score -2646615 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2646680.500000 Penalty: 5169.894043
	Iteration 23Q: 3 clusters Score -2646680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2646738.500000 Penalty: 5169.894043
	Iteration 24Q: 3 clusters Score -2646738 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2646781.750000 Penalty: 5169.894043
	Iteration 25Q: 3 clusters Score -2646782 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2646828.250000 Penalty: 5169.894043
	Iteration 26Q: 3 clusters Score -2646828 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2646865.250000 Penalty: 5169.894043
	Iteration 27Q: 3 clusters Score -2646865 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2646898.250000 Penalty: 5169.894043
	Iteration 28Q: 3 clusters Score -2646898 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2646919.750000 Penalty: 5169.894043
	Iteration 29Q: 3 clusters Score -2646920 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2646966.000000 Penalty: 5169.894043
	Iteration 30Q: 3 clusters Score -2646966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2646990.500000 Penalty: 5169.894043
	Iteration 31Q: 3 clusters Score -2646990 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2647012.000000 Penalty: 5169.894043
	Iteration 32Q: 3 clusters Score -2647012 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2647046.750000 Penalty: 5169.894043
	Iteration 33Q: 3 clusters Score -2647047 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2647059.500000 Penalty: 5169.894043
	Iteration 34Q: 3 clusters Score -2647060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2647072.250000 Penalty: 5169.894043
	Iteration 35Q: 3 clusters Score -2647072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2647083.750000 Penalty: 5169.894043
	Iteration 36Q: 3 clusters Score -2647084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2647097.000000 Penalty: 5169.894043
	Iteration 37Q: 3 clusters Score -2647097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2647109.500000 Penalty: 5169.894043
	Iteration 38Q: 3 clusters Score -2647110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2647119.250000 Penalty: 5169.894043
	Iteration 39Q: 3 clusters Score -2647119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2647132.750000 Penalty: 5169.894043
	Iteration 40F: 3 clusters Score -2647133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2647140.750000 Penalty: 5169.894043
	Iteration 41Q: 3 clusters Score -2647141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2647147.750000 Penalty: 5169.894043
	Iteration 42Q: 3 clusters Score -2647148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2647159.500000 Penalty: 5169.894043
	Iteration 43Q: 3 clusters Score -2647160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2647160.500000 Penalty: 5169.894043
	Iteration 44Q: 3 clusters Score -2647160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2647169.000000 Penalty: 5169.894043
	Iteration 45Q: 3 clusters Score -2647169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2647186.500000 Penalty: 5169.894043
	Iteration 46Q: 3 clusters Score -2647186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2647189.250000 Penalty: 5169.894043
	Iteration 47Q: 3 clusters Score -2647189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2647188.250000 Penalty: 5169.894043
	Iteration 48Q: 3 clusters Score -2647188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2647195.750000 Penalty: 5169.894043
	Iteration 49Q: 3 clusters Score -2647196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2647198.750000 Penalty: 5169.894043
	Iteration 50Q: 3 clusters Score -2647199 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2647205.500000 Penalty: 5169.894043
	Iteration 51Q: 3 clusters Score -2647206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2647209.000000 Penalty: 5169.894043
	Iteration 52Q: 3 clusters Score -2647209 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2647223.500000 Penalty: 5169.894043
	Iteration 53Q: 3 clusters Score -2647224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2647222.500000 Penalty: 5169.894043
	Iteration 54Q: 3 clusters Score -2647222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2647227.500000 Penalty: 5169.894043
	Iteration 55Q: 3 clusters Score -2647228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2647235.000000 Penalty: 5169.894043
	Iteration 56Q: 3 clusters Score -2647235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2647231.250000 Penalty: 5169.894043
	Iteration 57Q: 3 clusters Score -2647231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2647253.000000 Penalty: 5169.894043
	Iteration 58Q: 3 clusters Score -2647253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2647257.750000 Penalty: 5169.894043
	Iteration 59Q: 3 clusters Score -2647258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2647262.250000 Penalty: 5169.894043
	Iteration 60F: 3 clusters Score -2647262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2647265.750000 Penalty: 5169.894043
	Iteration 61Q: 3 clusters Score -2647266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2647265.250000 Penalty: 5169.894043
	Iteration 62Q: 3 clusters Score -2647265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2647284.500000 Penalty: 5169.894043
	Iteration 63Q: 3 clusters Score -2647284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2647290.250000 Penalty: 5169.894043
	Iteration 64Q: 3 clusters Score -2647290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2647296.750000 Penalty: 5169.894043
	Iteration 65Q: 3 clusters Score -2647297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2647301.250000 Penalty: 5169.894043
	Iteration 66Q: 3 clusters Score -2647301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2647301.500000 Penalty: 5169.894043
	Iteration 67Q: 3 clusters Score -2647302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2647317.750000 Penalty: 5169.894043
	Iteration 68Q: 3 clusters Score -2647318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2647317.250000 Penalty: 5169.894043
	Iteration 69Q: 3 clusters Score -2647317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2647326.250000 Penalty: 5169.894043
	Iteration 70Q: 3 clusters Score -2647326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2647337.000000 Penalty: 5169.894043
	Iteration 71Q: 3 clusters Score -2647337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2647344.000000 Penalty: 5169.894043
	Iteration 72Q: 3 clusters Score -2647344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2647340.000000 Penalty: 5169.894043
	Iteration 73Q: 3 clusters Score -2647340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2647345.500000 Penalty: 5169.894043
	Iteration 74Q: 3 clusters Score -2647346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2647351.250000 Penalty: 5169.894043
	Iteration 75Q: 3 clusters Score -2647351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2647348.250000 Penalty: 5169.894043
	Iteration 76Q: 3 clusters Score -2647348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2647352.500000 Penalty: 5169.894043
	Iteration 77Q: 3 clusters Score -2647352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2647360.500000 Penalty: 5169.894043
	Iteration 78Q: 3 clusters Score -2647360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2647361.500000 Penalty: 5169.894043
	Iteration 79Q: 3 clusters Score -2647362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2647359.250000 Penalty: 5169.894043
	Iteration 80F: 3 clusters Score -2647359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2647362.500000 Penalty: 5169.894043
	Iteration 81Q: 3 clusters Score -2647362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2647373.000000 Penalty: 5169.894043
	Iteration 82Q: 3 clusters Score -2647373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2647363.250000 Penalty: 5169.894043
	Iteration 83Q: 3 clusters Score -2647363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2647367.500000 Penalty: 5169.894043
	Iteration 84Q: 3 clusters Score -2647368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2647369.750000 Penalty: 5169.894043
	Iteration 85Q: 3 clusters Score -2647370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2647368.000000 Penalty: 5169.894043
	Iteration 86Q: 3 clusters Score -2647368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2647372.250000 Penalty: 5169.894043
	Iteration 87Q: 3 clusters Score -2647372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2647375.000000 Penalty: 5169.894043
	Iteration 88Q: 3 clusters Score -2647375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2647376.250000 Penalty: 5169.894043
	Iteration 89Q: 3 clusters Score -2647376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2647378.500000 Penalty: 5169.894043
	Iteration 90Q: 3 clusters Score -2647378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2647371.500000 Penalty: 5169.894043
	Iteration 91Q: 3 clusters Score -2647372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2647372.500000 Penalty: 5169.894043
	Iteration 92Q: 3 clusters Score -2647372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2647370.750000 Penalty: 5169.894043
	Iteration 93Q: 3 clusters Score -2647371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2647376.750000 Penalty: 5169.894043
	Iteration 94Q: 3 clusters Score -2647377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2647371.750000 Penalty: 5169.894043
	Iteration 95Q: 3 clusters Score -2647372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2647378.000000 Penalty: 5169.894043
	Iteration 96Q: 3 clusters Score -2647378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2647382.000000 Penalty: 5169.894043
	Iteration 97Q: 3 clusters Score -2647382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2647381.000000 Penalty: 5169.894043
	Iteration 98Q: 3 clusters Score -2647381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2647386.250000 Penalty: 5169.894043
	Iteration 99Q: 3 clusters Score -2647386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2647384.250000 Penalty: 5169.894043
	Iteration 100F: 3 clusters Score -2647384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2647387.500000 Penalty: 5169.894043
	Iteration 101Q: 3 clusters Score -2647388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2647386.750000 Penalty: 5169.894043
	Iteration 102Q: 3 clusters Score -2647387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2647388.000000 Penalty: 5169.894043
	Iteration 103Q: 3 clusters Score -2647388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2647391.250000 Penalty: 5169.894043
	Iteration 104Q: 3 clusters Score -2647391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2647388.750000 Penalty: 5169.894043
	Iteration 105Q: 3 clusters Score -2647389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2647392.250000 Penalty: 5169.894043
	Iteration 106Q: 3 clusters Score -2647392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2647396.500000 Penalty: 5169.894043
	Iteration 107Q: 3 clusters Score -2647396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2647395.000000 Penalty: 5169.894043
	Iteration 108Q: 3 clusters Score -2647395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2647395.500000 Penalty: 5169.894043
	Iteration 109Q: 3 clusters Score -2647396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2647398.250000 Penalty: 5169.894043
	Iteration 110Q: 3 clusters Score -2647398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2647398.250000 Penalty: 5169.894043
	Iteration 111F: 3 clusters Score -2647398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Entering Unmasked Estep 
Score: -3980998.750000 Penalty: 2678.987061
	Iteration 0F: 2 clusters Score -3980999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3947794.000000 Penalty: 5357.974121
	Iteration 0F: 3 clusters Score -3947794 nChanged 22620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3960481.500000 Penalty: 5357.974121
	Iteration 1F: 3 clusters Score -3960482 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3961099.000000 Penalty: 5357.974121
	Iteration 2Q: 3 clusters Score -3961099 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3961781.000000 Penalty: 5357.974121
	Iteration 3Q: 3 clusters Score -3961781 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3962663.500000 Penalty: 5357.974121
	Iteration 4Q: 3 clusters Score -3962664 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3963903.500000 Penalty: 5357.974121
	Iteration 5F: 3 clusters Score -3963904 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3965452.500000 Penalty: 5357.974121
	Iteration 6F: 3 clusters Score -3965452 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3967496.000000 Penalty: 5357.974121
	Iteration 7F: 3 clusters Score -3967496 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3969669.250000 Penalty: 5357.974121
	Iteration 8F: 3 clusters Score -3969669 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -3971592.500000 Penalty: 5357.974121
	Iteration 9F: 3 clusters Score -3971592 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -3973052.250000 Penalty: 5357.974121
	Iteration 10Q: 3 clusters Score -3973052 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -3974211.250000 Penalty: 5357.974121
	Iteration 11Q: 3 clusters Score -3974211 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -3975228.000000 Penalty: 5357.974121
	Iteration 12Q: 3 clusters Score -3975228 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -3976144.750000 Penalty: 5357.974121
	Iteration 13Q: 3 clusters Score -3976145 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -3976915.750000 Penalty: 5357.974121
	Iteration 14Q: 3 clusters Score -3976916 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -3977494.750000 Penalty: 5357.974121
	Iteration 15Q: 3 clusters Score -3977495 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -3977915.500000 Penalty: 5357.974121
	Iteration 16Q: 3 clusters Score -3977916 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -3978169.000000 Penalty: 5357.974121
	Iteration 17Q: 3 clusters Score -3978169 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -3978327.750000 Penalty: 5357.974121
	Iteration 18Q: 3 clusters Score -3978328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -3978408.750000 Penalty: 5357.974121
	Iteration 19Q: 3 clusters Score -3978409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -3978465.000000 Penalty: 5357.974121
	Iteration 20F: 3 clusters Score -3978465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -3978501.250000 Penalty: 5357.974121
	Iteration 21Q: 3 clusters Score -3978501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -3978531.000000 Penalty: 5357.974121
	Iteration 22Q: 3 clusters Score -3978531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -3978556.750000 Penalty: 5357.974121
	Iteration 23Q: 3 clusters Score -3978557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -3978576.750000 Penalty: 5357.974121
	Iteration 24Q: 3 clusters Score -3978577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -3978581.750000 Penalty: 5357.974121
	Iteration 25Q: 3 clusters Score -3978582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -3978596.000000 Penalty: 5357.974121
	Iteration 26Q: 3 clusters Score -3978596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -3978606.000000 Penalty: 5357.974121
	Iteration 27Q: 3 clusters Score -3978606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -3978609.000000 Penalty: 5357.974121
	Iteration 28Q: 3 clusters Score -3978609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -3978614.750000 Penalty: 5357.974121
	Iteration 29Q: 3 clusters Score -3978615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -3978625.500000 Penalty: 5357.974121
	Iteration 30Q: 3 clusters Score -3978626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -3978632.000000 Penalty: 5357.974121
	Iteration 31Q: 3 clusters Score -3978632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -3978643.250000 Penalty: 5357.974121
	Iteration 32Q: 3 clusters Score -3978643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -3978649.250000 Penalty: 5357.974121
	Iteration 33Q: 3 clusters Score -3978649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -3978656.750000 Penalty: 5357.974121
	Iteration 34Q: 3 clusters Score -3978657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -3978662.250000 Penalty: 5357.974121
	Iteration 35Q: 3 clusters Score -3978662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -3978659.750000 Penalty: 5357.974121
	Iteration 36Q: 3 clusters Score -3978660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -3978665.000000 Penalty: 5357.974121
	Iteration 37Q: 3 clusters Score -3978665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -3978666.750000 Penalty: 5357.974121
	Iteration 38Q: 3 clusters Score -3978667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -3978666.750000 Penalty: 5357.974121
	Iteration 39Q: 3 clusters Score -3978667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -3978669.500000 Penalty: 5357.974121
	Iteration 40F: 3 clusters Score -3978670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -3978670.000000 Penalty: 5357.974121
	Iteration 41Q: 3 clusters Score -3978670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -3978671.250000 Penalty: 5357.974121
	Iteration 42Q: 3 clusters Score -3978671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -3978671.250000 Penalty: 5357.974121
	Iteration 43F: 3 clusters Score -3978671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Entering Unmasked Estep 
Score: -3551484.250000 Penalty: 2649.928467
	Iteration 0F: 2 clusters Score -3551484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3521896.250000 Penalty: 5299.856934
	Iteration 0F: 3 clusters Score -3521896 nChanged 20118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3532841.500000 Penalty: 5299.856934
	Iteration 1F: 3 clusters Score -3532842 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3533403.000000 Penalty: 5299.856934
	Iteration 2Q: 3 clusters Score -3533403 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3533857.500000 Penalty: 5299.856934
	Iteration 3Q: 3 clusters Score -3533858 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3534317.250000 Penalty: 5299.856934
	Iteration 4Q: 3 clusters Score -3534317 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3534833.000000 Penalty: 5299.856934
	Iteration 5Q: 3 clusters Score -3534833 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3535404.750000 Penalty: 5299.856934
	Iteration 6Q: 3 clusters Score -3535405 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3536015.500000 Penalty: 5299.856934
	Iteration 7Q: 3 clusters Score -3536016 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3536790.750000 Penalty: 5299.856934
	Iteration 8Q: 3 clusters Score -3536791 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3537724.000000 Penalty: 5299.856934
	Iteration 9Q: 3 clusters Score -3537724 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3538895.250000 Penalty: 5299.856934
	Iteration 10Q: 3 clusters Score -3538895 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3540229.000000 Penalty: 5299.856934
	Iteration 11Q: 3 clusters Score -3540229 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3541578.750000 Penalty: 5299.856934
	Iteration 12Q: 3 clusters Score -3541579 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3542705.750000 Penalty: 5299.856934
	Iteration 13Q: 3 clusters Score -3542706 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3543408.500000 Penalty: 5299.856934
	Iteration 14Q: 3 clusters Score -3543408 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3543784.000000 Penalty: 5299.856934
	Iteration 15Q: 3 clusters Score -3543784 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3544062.250000 Penalty: 5299.856934
	Iteration 16Q: 3 clusters Score -3544062 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3544266.750000 Penalty: 5299.856934
	Iteration 17Q: 3 clusters Score -3544267 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3544497.000000 Penalty: 5299.856934
	Iteration 18Q: 3 clusters Score -3544497 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3544744.500000 Penalty: 5299.856934
	Iteration 19Q: 3 clusters Score -3544744 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3544958.000000 Penalty: 5299.856934
	Iteration 20F: 3 clusters Score -3544958 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3545206.750000 Penalty: 5299.856934
	Iteration 21Q: 3 clusters Score -3545207 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3545418.250000 Penalty: 5299.856934
	Iteration 22Q: 3 clusters Score -3545418 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3545630.000000 Penalty: 5299.856934
	Iteration 23Q: 3 clusters Score -3545630 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3545866.750000 Penalty: 5299.856934
	Iteration 24Q: 3 clusters Score -3545867 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3546141.250000 Penalty: 5299.856934
	Iteration 25Q: 3 clusters Score -3546141 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3546417.500000 Penalty: 5299.856934
	Iteration 26Q: 3 clusters Score -3546418 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3546684.250000 Penalty: 5299.856934
	Iteration 27Q: 3 clusters Score -3546684 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3546934.500000 Penalty: 5299.856934
	Iteration 28Q: 3 clusters Score -3546934 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3547188.000000 Penalty: 5299.856934
	Iteration 29Q: 3 clusters Score -3547188 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3547431.750000 Penalty: 5299.856934
	Iteration 30Q: 3 clusters Score -3547432 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3547623.250000 Penalty: 5299.856934
	Iteration 31Q: 3 clusters Score -3547623 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3547828.750000 Penalty: 5299.856934
	Iteration 32Q: 3 clusters Score -3547829 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3548030.500000 Penalty: 5299.856934
	Iteration 33Q: 3 clusters Score -3548030 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3548222.250000 Penalty: 5299.856934
	Iteration 34Q: 3 clusters Score -3548222 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3548407.500000 Penalty: 5299.856934
	Iteration 35Q: 3 clusters Score -3548408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3548560.000000 Penalty: 5299.856934
	Iteration 36Q: 3 clusters Score -3548560 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3548680.750000 Penalty: 5299.856934
	Iteration 37Q: 3 clusters Score -3548681 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3548795.250000 Penalty: 5299.856934
	Iteration 38Q: 3 clusters Score -3548795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3548865.750000 Penalty: 5299.856934
	Iteration 39Q: 3 clusters Score -3548866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3548909.750000 Penalty: 5299.856934
	Iteration 40F: 3 clusters Score -3548910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3548968.000000 Penalty: 5299.856934
	Iteration 41Q: 3 clusters Score -3548968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3549024.750000 Penalty: 5299.856934
	Iteration 42Q: 3 clusters Score -3549025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3549055.750000 Penalty: 5299.856934
	Iteration 43Q: 3 clusters Score -3549056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3549077.000000 Penalty: 5299.856934
	Iteration 44Q: 3 clusters Score -3549077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3549088.250000 Penalty: 5299.856934
	Iteration 45Q: 3 clusters Score -3549088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3549104.250000 Penalty: 5299.856934
	Iteration 46Q: 3 clusters Score -3549104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3549109.500000 Penalty: 5299.856934
	Iteration 47Q: 3 clusters Score -3549110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3549118.000000 Penalty: 5299.856934
	Iteration 48Q: 3 clusters Score -3549118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3549133.750000 Penalty: 5299.856934
	Iteration 49Q: 3 clusters Score -3549134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3549144.000000 Penalty: 5299.856934
	Iteration 50Q: 3 clusters Score -3549144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3549153.750000 Penalty: 5299.856934
	Iteration 51Q: 3 clusters Score -3549154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3549160.250000 Penalty: 5299.856934
	Iteration 52Q: 3 clusters Score -3549160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3549167.000000 Penalty: 5299.856934
	Iteration 53Q: 3 clusters Score -3549167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3549162.500000 Penalty: 5299.856934
	Iteration 54Q: 3 clusters Score -3549162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3549165.250000 Penalty: 5299.856934
	Iteration 55Q: 3 clusters Score -3549165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3549171.250000 Penalty: 5299.856934
	Iteration 56Q: 3 clusters Score -3549171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3549172.750000 Penalty: 5299.856934
	Iteration 57Q: 3 clusters Score -3549173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3549170.250000 Penalty: 5299.856934
	Iteration 58Q: 3 clusters Score -3549170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3549170.250000 Penalty: 5299.856934
	Iteration 59Q: 3 clusters Score -3549170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3549176.000000 Penalty: 5299.856934
	Iteration 60F: 3 clusters Score -3549176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3549178.500000 Penalty: 5299.856934
	Iteration 61Q: 3 clusters Score -3549178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3549179.500000 Penalty: 5299.856934
	Iteration 62Q: 3 clusters Score -3549180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3549183.500000 Penalty: 5299.856934
	Iteration 63Q: 3 clusters Score -3549184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3549184.500000 Penalty: 5299.856934
	Iteration 64Q: 3 clusters Score -3549184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3549187.250000 Penalty: 5299.856934
	Iteration 65Q: 3 clusters Score -3549187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3549185.750000 Penalty: 5299.856934
	Iteration 66Q: 3 clusters Score -3549186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3549187.750000 Penalty: 5299.856934
	Iteration 67Q: 3 clusters Score -3549188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3549184.750000 Penalty: 5299.856934
	Iteration 68Q: 3 clusters Score -3549185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3549189.000000 Penalty: 5299.856934
	Iteration 69Q: 3 clusters Score -3549189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3549189.000000 Penalty: 5299.856934
	Iteration 70Q: 3 clusters Score -3549189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3549191.000000 Penalty: 5299.856934
	Iteration 71Q: 3 clusters Score -3549191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3549191.000000 Penalty: 5299.856934
	Iteration 72F: 3 clusters Score -3549191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Entering Unmasked Estep 
Score: -445170.156250 Penalty: 2151.666748
	Iteration 0F: 2 clusters Score -445170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -440098.812500 Penalty: 4303.333496
	Iteration 0F: 3 clusters Score -440098.8 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -441446.343750 Penalty: 4303.333496
	Iteration 1F: 3 clusters Score -441446.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -441691.781250 Penalty: 4303.333496
	Iteration 2F: 3 clusters Score -441691.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -441840.062500 Penalty: 4303.333496
	Iteration 3Q: 3 clusters Score -441840.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -441956.843750 Penalty: 4303.333496
	Iteration 4Q: 3 clusters Score -441956.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -442059.500000 Penalty: 4303.333496
	Iteration 5Q: 3 clusters Score -442059.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -442170.968750 Penalty: 4303.333496
	Iteration 6Q: 3 clusters Score -442171 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -442271.937500 Penalty: 4303.333496
	Iteration 7Q: 3 clusters Score -442271.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -442364.656250 Penalty: 4303.333496
	Iteration 8Q: 3 clusters Score -442364.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -442464.500000 Penalty: 4303.333496
	Iteration 9Q: 3 clusters Score -442464.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -442572.531250 Penalty: 4303.333496
	Iteration 10Q: 3 clusters Score -442572.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -442690.718750 Penalty: 4303.333496
	Iteration 11Q: 3 clusters Score -442690.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -442801.062500 Penalty: 4303.333496
	Iteration 12Q: 3 clusters Score -442801.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -442894.625000 Penalty: 4303.333496
	Iteration 13Q: 3 clusters Score -442894.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -442979.437500 Penalty: 4303.333496
	Iteration 14Q: 3 clusters Score -442979.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -443034.437500 Penalty: 4303.333496
	Iteration 15Q: 3 clusters Score -443034.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -443077.937500 Penalty: 4303.333496
	Iteration 16Q: 3 clusters Score -443077.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -443107.937500 Penalty: 4303.333496
	Iteration 17Q: 3 clusters Score -443107.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -443128.968750 Penalty: 4303.333496
	Iteration 18Q: 3 clusters Score -443129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -443147.781250 Penalty: 4303.333496
	Iteration 19Q: 3 clusters Score -443147.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -443168.031250 Penalty: 4303.333496
	Iteration 20F: 3 clusters Score -443168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -443187.250000 Penalty: 4303.333496
	Iteration 21Q: 3 clusters Score -443187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -443201.812500 Penalty: 4303.333496
	Iteration 22Q: 3 clusters Score -443201.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -443213.406250 Penalty: 4303.333496
	Iteration 23Q: 3 clusters Score -443213.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -443235.406250 Penalty: 4303.333496
	Iteration 24Q: 3 clusters Score -443235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -443246.906250 Penalty: 4303.333496
	Iteration 25Q: 3 clusters Score -443246.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -443262.437500 Penalty: 4303.333496
	Iteration 26Q: 3 clusters Score -443262.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -443279.812500 Penalty: 4303.333496
	Iteration 27Q: 3 clusters Score -443279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -443299.093750 Penalty: 4303.333496
	Iteration 28Q: 3 clusters Score -443299.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -443323.156250 Penalty: 4303.333496
	Iteration 29Q: 3 clusters Score -443323.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -443353.093750 Penalty: 4303.333496
	Iteration 30Q: 3 clusters Score -443353.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -443397.031250 Penalty: 4303.333496
	Iteration 31Q: 3 clusters Score -443397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -443448.000000 Penalty: 4303.333496
	Iteration 32Q: 3 clusters Score -443448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -443495.468750 Penalty: 4303.333496
	Iteration 33Q: 3 clusters Score -443495.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -443542.750000 Penalty: 4303.333496
	Iteration 34Q: 3 clusters Score -443542.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -443582.000000 Penalty: 4303.333496
	Iteration 35Q: 3 clusters Score -443582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -443627.500000 Penalty: 4303.333496
	Iteration 36Q: 3 clusters Score -443627.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -443685.187500 Penalty: 4303.333496
	Iteration 37Q: 3 clusters Score -443685.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -443741.531250 Penalty: 4303.333496
	Iteration 38Q: 3 clusters Score -443741.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -443807.906250 Penalty: 4303.333496
	Iteration 39Q: 3 clusters Score -443807.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -443872.968750 Penalty: 4303.333496
	Iteration 40F: 3 clusters Score -443873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -443940.125000 Penalty: 4303.333496
	Iteration 41Q: 3 clusters Score -443940.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -444009.187500 Penalty: 4303.333496
	Iteration 42Q: 3 clusters Score -444009.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -444068.062500 Penalty: 4303.333496
	Iteration 43Q: 3 clusters Score -444068.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -444116.750000 Penalty: 4303.333496
	Iteration 44Q: 3 clusters Score -444116.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -444154.000000 Penalty: 4303.333496
	Iteration 45Q: 3 clusters Score -444154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -444176.812500 Penalty: 4303.333496
	Iteration 46Q: 3 clusters Score -444176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -444190.562500 Penalty: 4303.333496
	Iteration 47Q: 3 clusters Score -444190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -444200.781250 Penalty: 4303.333496
	Iteration 48Q: 3 clusters Score -444200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -444207.343750 Penalty: 4303.333496
	Iteration 49Q: 3 clusters Score -444207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -444210.031250 Penalty: 4303.333496
	Iteration 50Q: 3 clusters Score -444210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -444215.875000 Penalty: 4303.333496
	Iteration 51Q: 3 clusters Score -444215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -444216.437500 Penalty: 4303.333496
	Iteration 52Q: 3 clusters Score -444216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -444218.000000 Penalty: 4303.333496
	Iteration 53Q: 3 clusters Score -444218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -444219.250000 Penalty: 4303.333496
	Iteration 54Q: 3 clusters Score -444219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -444219.812500 Penalty: 4303.333496
	Iteration 55Q: 3 clusters Score -444219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -444219.781250 Penalty: 4303.333496
	Iteration 56Q: 3 clusters Score -444219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -444220.187500 Penalty: 4303.333496
	Iteration 57Q: 3 clusters Score -444220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -444220.843750 Penalty: 4303.333496
	Iteration 58Q: 3 clusters Score -444220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -444220.843750 Penalty: 4303.333496
	Iteration 59F: 3 clusters Score -444220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -39770.503906 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -39770.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38273.210938 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -38273.21 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38493.921875 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -38493.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38562.386719 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -38562.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38597.480469 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -38597.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38639.363281 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -38639.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38682.316406 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -38682.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38708.847656 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -38708.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38741.312500 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -38741.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38770.664062 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -38770.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38805.980469 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -38805.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38847.355469 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -38847.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38911.511719 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -38911.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38984.750000 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -38984.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39072.980469 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -39072.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39203.898438 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -39203.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39311.976562 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -39311.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39409.906250 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -39409.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39477.304688 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -39477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39555.503906 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -39555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39609.757812 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -39609.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39737.683594 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -39737.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40012.910156 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -40012.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40118.910156 Penalty: 3083.436523
	Iteration 22Q: 3 clusters Score -40118.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40147.558594 Penalty: 3083.436523
	Iteration 23Q: 3 clusters Score -40147.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40175.085938 Penalty: 3083.436523
	Iteration 24Q: 3 clusters Score -40175.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40236.406250 Penalty: 3083.436523
	Iteration 25Q: 3 clusters Score -40236.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40291.203125 Penalty: 3083.436523
	Iteration 26Q: 3 clusters Score -40291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40304.046875 Penalty: 3083.436523
	Iteration 27Q: 3 clusters Score -40304.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40307.136719 Penalty: 3083.436523
	Iteration 28Q: 3 clusters Score -40307.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40312.761719 Penalty: 3083.436523
	Iteration 29F: 3 clusters Score -40312.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40317.718750 Penalty: 3083.436523
	Iteration 30Q: 3 clusters Score -40317.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40317.718750 Penalty: 3083.436523
	Iteration 31F: 3 clusters Score -40317.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111604 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17176 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14030 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18801 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74637 members 
Mstep: Class 46 contains 5863 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1547 members 
Mstep: Class 54 contains 107205 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110430 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22356 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6783 members 
Mstep: Class 68 contains 5650 members 
Mstep: Class 69 contains 276 members 
Entering Unmasked Estep 
Score: -150815088.000000 Penalty: 246271.468750
Splitting cluster 25 changes total score from -150816560.000000 to -150815088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (143041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143041 members 
Entering Unmasked Estep 
Score: -14026483.000000 Penalty: 2943.979980
	Iteration 0F: 2 clusters Score -1.402648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -13938728.000000 Penalty: 5887.959961
	Iteration 0F: 3 clusters Score -1.393873e+07 nChanged 68210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -13978228.000000 Penalty: 5887.959961
	Iteration 1F: 3 clusters Score -1.397823e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -13979577.000000 Penalty: 5887.959961
	Iteration 2Q: 3 clusters Score -1.397958e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -13980812.000000 Penalty: 5887.959961
	Iteration 3Q: 3 clusters Score -1.398081e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -13982434.000000 Penalty: 5887.959961
	Iteration 4Q: 3 clusters Score -1.398243e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -13984721.000000 Penalty: 5887.959961
	Iteration 5Q: 3 clusters Score -1.398472e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -13987701.000000 Penalty: 5887.959961
	Iteration 6Q: 3 clusters Score -1.39877e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -13991694.000000 Penalty: 5887.959961
	Iteration 7F: 3 clusters Score -1.399169e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -13996562.000000 Penalty: 5887.959961
	Iteration 8F: 3 clusters Score -1.399656e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -14002453.000000 Penalty: 5887.959961
	Iteration 9F: 3 clusters Score -1.400245e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -14008417.000000 Penalty: 5887.959961
	Iteration 10F: 3 clusters Score -1.400842e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -14013326.000000 Penalty: 5887.959961
	Iteration 11Q: 3 clusters Score -1.401333e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -14017026.000000 Penalty: 5887.959961
	Iteration 12Q: 3 clusters Score -1.401703e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124234 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -14019660.000000 Penalty: 5887.959961
	Iteration 13Q: 3 clusters Score -1.401966e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127674 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -14021184.000000 Penalty: 5887.959961
	Iteration 14Q: 3 clusters Score -1.402118e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -14022152.000000 Penalty: 5887.959961
	Iteration 15Q: 3 clusters Score -1.402215e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133150 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -14022782.000000 Penalty: 5887.959961
	Iteration 16Q: 3 clusters Score -1.402278e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135183 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -14023224.000000 Penalty: 5887.959961
	Iteration 17Q: 3 clusters Score -1.402322e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136856 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -14023645.000000 Penalty: 5887.959961
	Iteration 18Q: 3 clusters Score -1.402364e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -14023853.000000 Penalty: 5887.959961
	Iteration 19Q: 3 clusters Score -1.402385e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139195 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -14024014.000000 Penalty: 5887.959961
	Iteration 20F: 3 clusters Score -1.402401e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -14024005.000000 Penalty: 5887.959961
	Iteration 21Q: 3 clusters Score -1.4024e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14023973.000000 Penalty: 5887.959961
	Iteration 22Q: 3 clusters Score -1.402397e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -14024043.000000 Penalty: 5887.959961
	Iteration 23Q: 3 clusters Score -1.402404e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14024020.000000 Penalty: 5887.959961
	Iteration 24Q: 3 clusters Score -1.402402e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -14024070.000000 Penalty: 5887.959961
	Iteration 25Q: 3 clusters Score -1.402407e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -14024084.000000 Penalty: 5887.959961
	Iteration 26Q: 3 clusters Score -1.402408e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14024099.000000 Penalty: 5887.959961
	Iteration 27Q: 3 clusters Score -1.40241e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -14024077.000000 Penalty: 5887.959961
	Iteration 28Q: 3 clusters Score -1.402408e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14024114.000000 Penalty: 5887.959961
	Iteration 29Q: 3 clusters Score -1.402411e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141893 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14024147.000000 Penalty: 5887.959961
	Iteration 30Q: 3 clusters Score -1.402415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141943 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14024188.000000 Penalty: 5887.959961
	Iteration 31Q: 3 clusters Score -1.402419e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141979 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14024182.000000 Penalty: 5887.959961
	Iteration 32Q: 3 clusters Score -1.402418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14024175.000000 Penalty: 5887.959961
	Iteration 33Q: 3 clusters Score -1.402418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -14024176.000000 Penalty: 5887.959961
	Iteration 34Q: 3 clusters Score -1.402418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14024168.000000 Penalty: 5887.959961
	Iteration 35Q: 3 clusters Score -1.402417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142069 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14024177.000000 Penalty: 5887.959961
	Iteration 36Q: 3 clusters Score -1.402418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14024193.000000 Penalty: 5887.959961
	Iteration 37Q: 3 clusters Score -1.402419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142101 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14024211.000000 Penalty: 5887.959961
	Iteration 38Q: 3 clusters Score -1.402421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142122 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -14024201.000000 Penalty: 5887.959961
	Iteration 39Q: 3 clusters Score -1.40242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142135 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -14024217.000000 Penalty: 5887.959961
	Iteration 40F: 3 clusters Score -1.402422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14024209.000000 Penalty: 5887.959961
	Iteration 41Q: 3 clusters Score -1.402421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14024212.000000 Penalty: 5887.959961
	Iteration 42Q: 3 clusters Score -1.402421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14024219.000000 Penalty: 5887.959961
	Iteration 43Q: 3 clusters Score -1.402422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142161 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14024203.000000 Penalty: 5887.959961
	Iteration 44Q: 3 clusters Score -1.40242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142161 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14024207.000000 Penalty: 5887.959961
	Iteration 45Q: 3 clusters Score -1.402421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14024205.000000 Penalty: 5887.959961
	Iteration 46Q: 3 clusters Score -1.40242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142167 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14024199.000000 Penalty: 5887.959961
	Iteration 47Q: 3 clusters Score -1.40242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142168 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14024206.000000 Penalty: 5887.959961
	Iteration 48Q: 3 clusters Score -1.402421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142170 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14024202.000000 Penalty: 5887.959961
	Iteration 49Q: 3 clusters Score -1.40242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14024209.000000 Penalty: 5887.959961
	Iteration 50Q: 3 clusters Score -1.402421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14024203.000000 Penalty: 5887.959961
	Iteration 51Q: 3 clusters Score -1.40242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -14024203.000000 Penalty: 5887.959961
	Iteration 52F: 3 clusters Score -1.40242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -214199.375000 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -214199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -211030.781250 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -211030.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -211682.578125 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -211682.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -211900.453125 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -211900.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -212039.328125 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -212039.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -212137.578125 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -212137.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212221.656250 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -212221.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -212279.468750 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -212279.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -212330.375000 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -212330.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -212362.968750 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -212363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -212394.828125 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -212394.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -212423.187500 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -212423.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -212445.031250 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -212445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212473.750000 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -212473.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -212492.875000 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -212492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -212506.218750 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -212506.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -212517.671875 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -212517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -212531.390625 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -212531.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -212543.031250 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -212543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -212550.984375 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -212551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212557.609375 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -212557.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -212565.500000 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -212565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -212570.000000 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -212570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -212573.468750 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -212573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -212577.140625 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -212577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -212582.906250 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -212582.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212590.078125 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -212590.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -212594.921875 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -212594.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -212603.328125 Penalty: 3942.223877
	Iteration 27Q: 3 clusters Score -212603.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212612.390625 Penalty: 3942.223877
	Iteration 28Q: 3 clusters Score -212612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -212619.453125 Penalty: 3942.223877
	Iteration 29Q: 3 clusters Score -212619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -212622.984375 Penalty: 3942.223877
	Iteration 30Q: 3 clusters Score -212623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -212625.828125 Penalty: 3942.223877
	Iteration 31Q: 3 clusters Score -212625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212628.265625 Penalty: 3942.223877
	Iteration 32Q: 3 clusters Score -212628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212629.593750 Penalty: 3942.223877
	Iteration 33Q: 3 clusters Score -212629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -212629.406250 Penalty: 3942.223877
	Iteration 34Q: 3 clusters Score -212629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -212630.343750 Penalty: 3942.223877
	Iteration 35Q: 3 clusters Score -212630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -212630.687500 Penalty: 3942.223877
	Iteration 36Q: 3 clusters Score -212630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -212630.687500 Penalty: 3942.223877
	Iteration 37F: 3 clusters Score -212630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -245436.515625 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -245436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -242059.125000 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -242059.1 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -242745.171875 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -242745.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -242919.062500 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -242919.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -243020.000000 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -243020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -243081.437500 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -243081.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -243119.718750 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -243119.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243159.359375 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -243159.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -243195.234375 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -243195.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -243221.203125 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -243221.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -243242.250000 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -243242.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -243265.250000 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -243265.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243289.812500 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -243289.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -243310.234375 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -243310.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243332.421875 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -243332.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243351.734375 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -243351.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -243371.000000 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -243371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -243389.265625 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -243389.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -243403.328125 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -243403.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243416.484375 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -243416.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -243430.625000 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -243430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -243440.390625 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -243440.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243451.578125 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -243451.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243464.531250 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -243464.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243473.453125 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -243473.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -243487.562500 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -243487.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -243502.656250 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -243502.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -243516.359375 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -243516.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -243531.750000 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -243531.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -243546.937500 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -243546.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -243565.171875 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -243565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -243584.750000 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -243584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -243601.187500 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -243601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -243613.406250 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -243613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -243626.546875 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -243626.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -243642.421875 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -243642.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -243656.625000 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -243656.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -243673.093750 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -243673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -243684.765625 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -243684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -243701.703125 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -243701.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -243711.640625 Penalty: 3996.459473
	Iteration 39Q: 3 clusters Score -243711.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -243724.218750 Penalty: 3996.459473
	Iteration 40F: 3 clusters Score -243724.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243733.828125 Penalty: 3996.459473
	Iteration 41Q: 3 clusters Score -243733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -243742.718750 Penalty: 3996.459473
	Iteration 42Q: 3 clusters Score -243742.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -243748.390625 Penalty: 3996.459473
	Iteration 43Q: 3 clusters Score -243748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -243755.796875 Penalty: 3996.459473
	Iteration 44Q: 3 clusters Score -243755.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -243767.718750 Penalty: 3996.459473
	Iteration 45Q: 3 clusters Score -243767.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -243774.187500 Penalty: 3996.459473
	Iteration 46Q: 3 clusters Score -243774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -243782.750000 Penalty: 3996.459473
	Iteration 47Q: 3 clusters Score -243782.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -243793.109375 Penalty: 3996.459473
	Iteration 48Q: 3 clusters Score -243793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -243800.468750 Penalty: 3996.459473
	Iteration 49Q: 3 clusters Score -243800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -243805.828125 Penalty: 3996.459473
	Iteration 50Q: 3 clusters Score -243805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -243810.812500 Penalty: 3996.459473
	Iteration 51Q: 3 clusters Score -243810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -243813.140625 Penalty: 3996.459473
	Iteration 52Q: 3 clusters Score -243813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -243815.640625 Penalty: 3996.459473
	Iteration 53Q: 3 clusters Score -243815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -243816.250000 Penalty: 3996.459473
	Iteration 54Q: 3 clusters Score -243816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -243816.859375 Penalty: 3996.459473
	Iteration 55Q: 3 clusters Score -243816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -243816.859375 Penalty: 3996.459473
	Iteration 56F: 3 clusters Score -243816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Entering Unmasked Estep 
Score: -3043002.750000 Penalty: 2532.594482
	Iteration 0F: 2 clusters Score -3043003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3024359.000000 Penalty: 5065.188965
	Iteration 0F: 3 clusters Score -3024359 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3030829.500000 Penalty: 5065.188965
	Iteration 1F: 3 clusters Score -3030830 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3031249.750000 Penalty: 5065.188965
	Iteration 2Q: 3 clusters Score -3031250 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3031715.000000 Penalty: 5065.188965
	Iteration 3Q: 3 clusters Score -3031715 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3032272.250000 Penalty: 5065.188965
	Iteration 4Q: 3 clusters Score -3032272 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3033106.250000 Penalty: 5065.188965
	Iteration 5F: 3 clusters Score -3033106 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3034287.250000 Penalty: 5065.188965
	Iteration 6F: 3 clusters Score -3034287 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3035994.000000 Penalty: 5065.188965
	Iteration 7F: 3 clusters Score -3035994 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3037934.000000 Penalty: 5065.188965
	Iteration 8F: 3 clusters Score -3037934 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3039457.250000 Penalty: 5065.188965
	Iteration 9F: 3 clusters Score -3039457 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3040226.250000 Penalty: 5065.188965
	Iteration 10Q: 3 clusters Score -3040226 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3040516.250000 Penalty: 5065.188965
	Iteration 11Q: 3 clusters Score -3040516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3040656.250000 Penalty: 5065.188965
	Iteration 12Q: 3 clusters Score -3040656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3040754.750000 Penalty: 5065.188965
	Iteration 13Q: 3 clusters Score -3040755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3040802.750000 Penalty: 5065.188965
	Iteration 14Q: 3 clusters Score -3040803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3040845.500000 Penalty: 5065.188965
	Iteration 15Q: 3 clusters Score -3040846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3040866.250000 Penalty: 5065.188965
	Iteration 16Q: 3 clusters Score -3040866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3040881.000000 Penalty: 5065.188965
	Iteration 17Q: 3 clusters Score -3040881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3040878.500000 Penalty: 5065.188965
	Iteration 18Q: 3 clusters Score -3040878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3040889.250000 Penalty: 5065.188965
	Iteration 19Q: 3 clusters Score -3040889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3040890.750000 Penalty: 5065.188965
	Iteration 20F: 3 clusters Score -3040891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -249049.687500 Penalty: 1975.369263
	Iteration 0F: 2 clusters Score -249049.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -245849.078125 Penalty: 3950.738525
	Iteration 0F: 3 clusters Score -245849.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -246501.453125 Penalty: 3950.738525
	Iteration 1F: 3 clusters Score -246501.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -246709.125000 Penalty: 3950.738525
	Iteration 2F: 3 clusters Score -246709.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -246911.218750 Penalty: 3950.738525
	Iteration 3F: 3 clusters Score -246911.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -247185.687500 Penalty: 3950.738525
	Iteration 4F: 3 clusters Score -247185.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -247602.796875 Penalty: 3950.738525
	Iteration 5F: 3 clusters Score -247602.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -248128.015625 Penalty: 3950.738525
	Iteration 6F: 3 clusters Score -248128 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -248501.703125 Penalty: 3950.738525
	Iteration 7F: 3 clusters Score -248501.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248641.343750 Penalty: 3950.738525
	Iteration 8Q: 3 clusters Score -248641.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -248688.125000 Penalty: 3950.738525
	Iteration 9Q: 3 clusters Score -248688.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -248705.359375 Penalty: 3950.738525
	Iteration 10Q: 3 clusters Score -248705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -248712.328125 Penalty: 3950.738525
	Iteration 11Q: 3 clusters Score -248712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -248714.390625 Penalty: 3950.738525
	Iteration 12Q: 3 clusters Score -248714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -248715.375000 Penalty: 3950.738525
	Iteration 13Q: 3 clusters Score -248715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -248716.078125 Penalty: 3950.738525
	Iteration 14Q: 3 clusters Score -248716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -248716.609375 Penalty: 3950.738525
	Iteration 15Q: 3 clusters Score -248716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -248716.609375 Penalty: 3950.738525
	Iteration 16F: 3 clusters Score -248716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Entering Unmasked Estep 
Score: -1358160.875000 Penalty: 2418.314453
	Iteration 0F: 2 clusters Score -1358161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1345844.500000 Penalty: 4836.628906
	Iteration 0F: 3 clusters Score -1345844 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1350029.625000 Penalty: 4836.628906
	Iteration 1F: 3 clusters Score -1350030 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1350606.125000 Penalty: 4836.628906
	Iteration 2F: 3 clusters Score -1350606 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1351192.875000 Penalty: 4836.628906
	Iteration 3F: 3 clusters Score -1351193 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1351830.500000 Penalty: 4836.628906
	Iteration 4F: 3 clusters Score -1351830 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1352564.625000 Penalty: 4836.628906
	Iteration 5F: 3 clusters Score -1352565 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1353291.625000 Penalty: 4836.628906
	Iteration 6F: 3 clusters Score -1353292 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1353901.125000 Penalty: 4836.628906
	Iteration 7F: 3 clusters Score -1353901 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1354484.000000 Penalty: 4836.628906
	Iteration 8Q: 3 clusters Score -1354484 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1354931.375000 Penalty: 4836.628906
	Iteration 9Q: 3 clusters Score -1354931 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1355342.125000 Penalty: 4836.628906
	Iteration 10Q: 3 clusters Score -1355342 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1355808.000000 Penalty: 4836.628906
	Iteration 11Q: 3 clusters Score -1355808 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1356245.125000 Penalty: 4836.628906
	Iteration 12Q: 3 clusters Score -1356245 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1356639.000000 Penalty: 4836.628906
	Iteration 13Q: 3 clusters Score -1356639 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1356954.500000 Penalty: 4836.628906
	Iteration 14Q: 3 clusters Score -1356954 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1357201.125000 Penalty: 4836.628906
	Iteration 15Q: 3 clusters Score -1357201 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1357366.500000 Penalty: 4836.628906
	Iteration 16Q: 3 clusters Score -1357366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1357477.500000 Penalty: 4836.628906
	Iteration 17Q: 3 clusters Score -1357478 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1357548.125000 Penalty: 4836.628906
	Iteration 18Q: 3 clusters Score -1357548 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1357593.125000 Penalty: 4836.628906
	Iteration 19Q: 3 clusters Score -1357593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1357623.750000 Penalty: 4836.628906
	Iteration 20F: 3 clusters Score -1357624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1357635.125000 Penalty: 4836.628906
	Iteration 21Q: 3 clusters Score -1357635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1357642.625000 Penalty: 4836.628906
	Iteration 22Q: 3 clusters Score -1357643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1357652.500000 Penalty: 4836.628906
	Iteration 23Q: 3 clusters Score -1357652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1357659.625000 Penalty: 4836.628906
	Iteration 24Q: 3 clusters Score -1357660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1357662.625000 Penalty: 4836.628906
	Iteration 25Q: 3 clusters Score -1357663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1357672.000000 Penalty: 4836.628906
	Iteration 26Q: 3 clusters Score -1357672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1357675.250000 Penalty: 4836.628906
	Iteration 27Q: 3 clusters Score -1357675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1357673.500000 Penalty: 4836.628906
	Iteration 28Q: 3 clusters Score -1357674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1357681.625000 Penalty: 4836.628906
	Iteration 29Q: 3 clusters Score -1357682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1357680.125000 Penalty: 4836.628906
	Iteration 30Q: 3 clusters Score -1357680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1357685.625000 Penalty: 4836.628906
	Iteration 31Q: 3 clusters Score -1357686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1357687.250000 Penalty: 4836.628906
	Iteration 32Q: 3 clusters Score -1357687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1357687.750000 Penalty: 4836.628906
	Iteration 33Q: 3 clusters Score -1357688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1357687.875000 Penalty: 4836.628906
	Iteration 34Q: 3 clusters Score -1357688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1357687.250000 Penalty: 4836.628906
	Iteration 35Q: 3 clusters Score -1357687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1357689.000000 Penalty: 4836.628906
	Iteration 36Q: 3 clusters Score -1357689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1357690.125000 Penalty: 4836.628906
	Iteration 37Q: 3 clusters Score -1357690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1357692.250000 Penalty: 4836.628906
	Iteration 38Q: 3 clusters Score -1357692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1357691.250000 Penalty: 4836.628906
	Iteration 39Q: 3 clusters Score -1357691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1357691.250000 Penalty: 4836.628906
	Iteration 40F: 3 clusters Score -1357691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1357693.875000 Penalty: 4836.628906
	Iteration 41Q: 3 clusters Score -1357694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1357691.750000 Penalty: 4836.628906
	Iteration 42Q: 3 clusters Score -1357692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1357690.625000 Penalty: 4836.628906
	Iteration 43Q: 3 clusters Score -1357691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1357690.625000 Penalty: 4836.628906
	Iteration 44F: 3 clusters Score -1357691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -1489764.625000 Penalty: 2436.018799
	Iteration 0F: 2 clusters Score -1489765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1476652.875000 Penalty: 4872.037598
	Iteration 0F: 3 clusters Score -1476653 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1481136.625000 Penalty: 4872.037598
	Iteration 1F: 3 clusters Score -1481137 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1482065.125000 Penalty: 4872.037598
	Iteration 2F: 3 clusters Score -1482065 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1483132.375000 Penalty: 4872.037598
	Iteration 3F: 3 clusters Score -1483132 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1484149.000000 Penalty: 4872.037598
	Iteration 4F: 3 clusters Score -1484149 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1484946.625000 Penalty: 4872.037598
	Iteration 5F: 3 clusters Score -1484947 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1485453.625000 Penalty: 4872.037598
	Iteration 6F: 3 clusters Score -1485454 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1485741.750000 Penalty: 4872.037598
	Iteration 7Q: 3 clusters Score -1485742 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1485915.250000 Penalty: 4872.037598
	Iteration 8Q: 3 clusters Score -1485915 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1486046.125000 Penalty: 4872.037598
	Iteration 9Q: 3 clusters Score -1486046 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1486141.375000 Penalty: 4872.037598
	Iteration 10Q: 3 clusters Score -1486141 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1486226.875000 Penalty: 4872.037598
	Iteration 11Q: 3 clusters Score -1486227 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1486318.000000 Penalty: 4872.037598
	Iteration 12Q: 3 clusters Score -1486318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1486405.000000 Penalty: 4872.037598
	Iteration 13Q: 3 clusters Score -1486405 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1486485.375000 Penalty: 4872.037598
	Iteration 14Q: 3 clusters Score -1486485 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1486552.125000 Penalty: 4872.037598
	Iteration 15Q: 3 clusters Score -1486552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1486614.000000 Penalty: 4872.037598
	Iteration 16Q: 3 clusters Score -1486614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1486682.125000 Penalty: 4872.037598
	Iteration 17Q: 3 clusters Score -1486682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1486753.875000 Penalty: 4872.037598
	Iteration 18Q: 3 clusters Score -1486754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1486822.125000 Penalty: 4872.037598
	Iteration 19Q: 3 clusters Score -1486822 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1486885.750000 Penalty: 4872.037598
	Iteration 20F: 3 clusters Score -1486886 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1486936.750000 Penalty: 4872.037598
	Iteration 21Q: 3 clusters Score -1486937 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1486989.750000 Penalty: 4872.037598
	Iteration 22Q: 3 clusters Score -1486990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1487032.125000 Penalty: 4872.037598
	Iteration 23Q: 3 clusters Score -1487032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1487085.125000 Penalty: 4872.037598
	Iteration 24Q: 3 clusters Score -1487085 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1487144.750000 Penalty: 4872.037598
	Iteration 25Q: 3 clusters Score -1487145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1487211.875000 Penalty: 4872.037598
	Iteration 26Q: 3 clusters Score -1487212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1487258.500000 Penalty: 4872.037598
	Iteration 27Q: 3 clusters Score -1487258 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1487298.875000 Penalty: 4872.037598
	Iteration 28Q: 3 clusters Score -1487299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1487333.375000 Penalty: 4872.037598
	Iteration 29Q: 3 clusters Score -1487333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1487363.500000 Penalty: 4872.037598
	Iteration 30Q: 3 clusters Score -1487364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1487397.875000 Penalty: 4872.037598
	Iteration 31Q: 3 clusters Score -1487398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1487422.500000 Penalty: 4872.037598
	Iteration 32Q: 3 clusters Score -1487422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1487454.250000 Penalty: 4872.037598
	Iteration 33Q: 3 clusters Score -1487454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1487479.500000 Penalty: 4872.037598
	Iteration 34Q: 3 clusters Score -1487480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1487498.500000 Penalty: 4872.037598
	Iteration 35Q: 3 clusters Score -1487498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1487524.125000 Penalty: 4872.037598
	Iteration 36Q: 3 clusters Score -1487524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1487537.375000 Penalty: 4872.037598
	Iteration 37Q: 3 clusters Score -1487537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1487554.125000 Penalty: 4872.037598
	Iteration 38Q: 3 clusters Score -1487554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1487568.000000 Penalty: 4872.037598
	Iteration 39Q: 3 clusters Score -1487568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1487582.625000 Penalty: 4872.037598
	Iteration 40F: 3 clusters Score -1487583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1487595.750000 Penalty: 4872.037598
	Iteration 41Q: 3 clusters Score -1487596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1487602.375000 Penalty: 4872.037598
	Iteration 42Q: 3 clusters Score -1487602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1487608.875000 Penalty: 4872.037598
	Iteration 43Q: 3 clusters Score -1487609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1487615.375000 Penalty: 4872.037598
	Iteration 44Q: 3 clusters Score -1487615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1487623.375000 Penalty: 4872.037598
	Iteration 45Q: 3 clusters Score -1487623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1487622.375000 Penalty: 4872.037598
	Iteration 46Q: 3 clusters Score -1487622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1487632.375000 Penalty: 4872.037598
	Iteration 47Q: 3 clusters Score -1487632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1487639.250000 Penalty: 4872.037598
	Iteration 48Q: 3 clusters Score -1487639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1487642.750000 Penalty: 4872.037598
	Iteration 49Q: 3 clusters Score -1487643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1487644.375000 Penalty: 4872.037598
	Iteration 50Q: 3 clusters Score -1487644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1487652.625000 Penalty: 4872.037598
	Iteration 51Q: 3 clusters Score -1487653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1487660.250000 Penalty: 4872.037598
	Iteration 52Q: 3 clusters Score -1487660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1487662.250000 Penalty: 4872.037598
	Iteration 53Q: 3 clusters Score -1487662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1487668.500000 Penalty: 4872.037598
	Iteration 54Q: 3 clusters Score -1487668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1487673.000000 Penalty: 4872.037598
	Iteration 55Q: 3 clusters Score -1487673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1487672.500000 Penalty: 4872.037598
	Iteration 56Q: 3 clusters Score -1487672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1487674.500000 Penalty: 4872.037598
	Iteration 57Q: 3 clusters Score -1487674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1487677.500000 Penalty: 4872.037598
	Iteration 58Q: 3 clusters Score -1487678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1487676.500000 Penalty: 4872.037598
	Iteration 59Q: 3 clusters Score -1487676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1487676.500000 Penalty: 4872.037598
	Iteration 60F: 3 clusters Score -1487676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -391894.843750 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -391894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -387344.406250 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -387344.4 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -388477.812500 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -388477.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -388740.531250 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -388740.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -388967.687500 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -388967.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -389148.187500 Penalty: 4225.914551
	Iteration 4F: 3 clusters Score -389148.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -389355.656250 Penalty: 4225.914551
	Iteration 5F: 3 clusters Score -389355.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -389607.062500 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -389607.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -389916.281250 Penalty: 4225.914551
	Iteration 7F: 3 clusters Score -389916.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -390178.406250 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -390178.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -390393.687500 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -390393.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -390542.156250 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -390542.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -390619.687500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -390619.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -390677.750000 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -390677.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -390721.656250 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -390721.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -390757.093750 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -390757.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -390784.843750 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -390784.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -390805.968750 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -390806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -390826.031250 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -390826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -390844.187500 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -390844.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -390861.656250 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -390861.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -390879.250000 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -390879.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -390894.250000 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -390894.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -390914.812500 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -390914.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -390938.906250 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -390938.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -390966.937500 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -390966.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -390981.500000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -390981.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -390991.812500 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -390991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -390997.937500 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -390997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -391001.625000 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -391001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -391004.687500 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -391004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -391007.781250 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -391007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -391011.343750 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -391011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -391015.187500 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -391015.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -391020.625000 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -391020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -391025.062500 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -391025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -391028.875000 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -391028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -391031.875000 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -391031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -391035.093750 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -391035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -391038.531250 Penalty: 4225.914551
	Iteration 38Q: 3 clusters Score -391038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -391040.437500 Penalty: 4225.914551
	Iteration 39Q: 3 clusters Score -391040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -391041.625000 Penalty: 4225.914551
	Iteration 40F: 3 clusters Score -391041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -391043.406250 Penalty: 4225.914551
	Iteration 41Q: 3 clusters Score -391043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -391043.406250 Penalty: 4225.914551
	Iteration 42F: 3 clusters Score -391043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -384416.843750 Penalty: 2108.011475
	Iteration 0F: 2 clusters Score -384416.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -379920.750000 Penalty: 4216.022949
	Iteration 0F: 3 clusters Score -379920.8 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -380983.625000 Penalty: 4216.022949
	Iteration 1F: 3 clusters Score -380983.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -381206.281250 Penalty: 4216.022949
	Iteration 2F: 3 clusters Score -381206.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -381322.843750 Penalty: 4216.022949
	Iteration 3Q: 3 clusters Score -381322.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -381414.343750 Penalty: 4216.022949
	Iteration 4Q: 3 clusters Score -381414.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -381478.656250 Penalty: 4216.022949
	Iteration 5Q: 3 clusters Score -381478.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -381525.000000 Penalty: 4216.022949
	Iteration 6Q: 3 clusters Score -381525 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -381557.343750 Penalty: 4216.022949
	Iteration 7Q: 3 clusters Score -381557.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -381586.531250 Penalty: 4216.022949
	Iteration 8Q: 3 clusters Score -381586.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -381606.125000 Penalty: 4216.022949
	Iteration 9Q: 3 clusters Score -381606.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -381627.593750 Penalty: 4216.022949
	Iteration 10Q: 3 clusters Score -381627.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -381654.062500 Penalty: 4216.022949
	Iteration 11Q: 3 clusters Score -381654.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -381682.781250 Penalty: 4216.022949
	Iteration 12Q: 3 clusters Score -381682.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -381714.343750 Penalty: 4216.022949
	Iteration 13Q: 3 clusters Score -381714.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -381742.875000 Penalty: 4216.022949
	Iteration 14Q: 3 clusters Score -381742.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -381779.125000 Penalty: 4216.022949
	Iteration 15Q: 3 clusters Score -381779.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -381821.406250 Penalty: 4216.022949
	Iteration 16Q: 3 clusters Score -381821.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -381864.875000 Penalty: 4216.022949
	Iteration 17Q: 3 clusters Score -381864.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -381914.375000 Penalty: 4216.022949
	Iteration 18Q: 3 clusters Score -381914.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -381968.218750 Penalty: 4216.022949
	Iteration 19Q: 3 clusters Score -381968.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -382015.812500 Penalty: 4216.022949
	Iteration 20F: 3 clusters Score -382015.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -382067.531250 Penalty: 4216.022949
	Iteration 21Q: 3 clusters Score -382067.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -382115.937500 Penalty: 4216.022949
	Iteration 22Q: 3 clusters Score -382115.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -382151.781250 Penalty: 4216.022949
	Iteration 23Q: 3 clusters Score -382151.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -382188.687500 Penalty: 4216.022949
	Iteration 24Q: 3 clusters Score -382188.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -382216.093750 Penalty: 4216.022949
	Iteration 25Q: 3 clusters Score -382216.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -382242.718750 Penalty: 4216.022949
	Iteration 26Q: 3 clusters Score -382242.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -382267.093750 Penalty: 4216.022949
	Iteration 27Q: 3 clusters Score -382267.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -382284.093750 Penalty: 4216.022949
	Iteration 28Q: 3 clusters Score -382284.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -382301.375000 Penalty: 4216.022949
	Iteration 29Q: 3 clusters Score -382301.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -382318.906250 Penalty: 4216.022949
	Iteration 30Q: 3 clusters Score -382318.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -382336.031250 Penalty: 4216.022949
	Iteration 31Q: 3 clusters Score -382336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -382353.906250 Penalty: 4216.022949
	Iteration 32Q: 3 clusters Score -382353.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -382371.718750 Penalty: 4216.022949
	Iteration 33Q: 3 clusters Score -382371.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -382386.718750 Penalty: 4216.022949
	Iteration 34Q: 3 clusters Score -382386.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -382396.406250 Penalty: 4216.022949
	Iteration 35Q: 3 clusters Score -382396.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -382406.250000 Penalty: 4216.022949
	Iteration 36Q: 3 clusters Score -382406.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -382413.781250 Penalty: 4216.022949
	Iteration 37Q: 3 clusters Score -382413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -382418.250000 Penalty: 4216.022949
	Iteration 38Q: 3 clusters Score -382418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -382421.812500 Penalty: 4216.022949
	Iteration 39Q: 3 clusters Score -382421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -382427.500000 Penalty: 4216.022949
	Iteration 40F: 3 clusters Score -382427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -382431.281250 Penalty: 4216.022949
	Iteration 41Q: 3 clusters Score -382431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -382433.843750 Penalty: 4216.022949
	Iteration 42Q: 3 clusters Score -382433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -382439.156250 Penalty: 4216.022949
	Iteration 43Q: 3 clusters Score -382439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -382443.750000 Penalty: 4216.022949
	Iteration 44Q: 3 clusters Score -382443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -382447.937500 Penalty: 4216.022949
	Iteration 45Q: 3 clusters Score -382447.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -382454.156250 Penalty: 4216.022949
	Iteration 46Q: 3 clusters Score -382454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -382458.250000 Penalty: 4216.022949
	Iteration 47Q: 3 clusters Score -382458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -382460.875000 Penalty: 4216.022949
	Iteration 48Q: 3 clusters Score -382460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -382464.968750 Penalty: 4216.022949
	Iteration 49Q: 3 clusters Score -382465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -382468.343750 Penalty: 4216.022949
	Iteration 50Q: 3 clusters Score -382468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -382471.125000 Penalty: 4216.022949
	Iteration 51Q: 3 clusters Score -382471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -382473.031250 Penalty: 4216.022949
	Iteration 52Q: 3 clusters Score -382473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -382474.625000 Penalty: 4216.022949
	Iteration 53Q: 3 clusters Score -382474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -382476.062500 Penalty: 4216.022949
	Iteration 54Q: 3 clusters Score -382476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -382479.906250 Penalty: 4216.022949
	Iteration 55Q: 3 clusters Score -382479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -382481.343750 Penalty: 4216.022949
	Iteration 56Q: 3 clusters Score -382481.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -382485.187500 Penalty: 4216.022949
	Iteration 57Q: 3 clusters Score -382485.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -382492.218750 Penalty: 4216.022949
	Iteration 58Q: 3 clusters Score -382492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -382496.781250 Penalty: 4216.022949
	Iteration 59Q: 3 clusters Score -382496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -382498.437500 Penalty: 4216.022949
	Iteration 60F: 3 clusters Score -382498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -382499.093750 Penalty: 4216.022949
	Iteration 61Q: 3 clusters Score -382499.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -382499.093750 Penalty: 4216.022949
	Iteration 62F: 3 clusters Score -382499.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -120914.078125 Penalty: 1893.914551
	Iteration 0F: 2 clusters Score -120914.1 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 1022 members 
Entering Unmasked Estep 
Score: -118321.156250 Penalty: 3787.829102
	Iteration 0F: 3 clusters Score -118321.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -119097.593750 Penalty: 3787.829102
	Iteration 1F: 3 clusters Score -119097.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -119725.140625 Penalty: 3787.829102
	Iteration 2F: 3 clusters Score -119725.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -120327.937500 Penalty: 3787.829102
	Iteration 3F: 3 clusters Score -120327.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -120681.312500 Penalty: 3787.829102
	Iteration 4F: 3 clusters Score -120681.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -120948.718750 Penalty: 3787.829102
	Iteration 5F: 3 clusters Score -120948.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -121050.695312 Penalty: 3787.829102
	Iteration 6Q: 3 clusters Score -121050.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -121093.015625 Penalty: 3787.829102
	Iteration 7Q: 3 clusters Score -121093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -121140.421875 Penalty: 3787.829102
	Iteration 8Q: 3 clusters Score -121140.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -121178.453125 Penalty: 3787.829102
	Iteration 9Q: 3 clusters Score -121178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -121191.656250 Penalty: 3787.829102
	Iteration 10Q: 3 clusters Score -121191.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -121196.937500 Penalty: 3787.829102
	Iteration 11Q: 3 clusters Score -121196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -121198.851562 Penalty: 3787.829102
	Iteration 12Q: 3 clusters Score -121198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -121200.203125 Penalty: 3787.829102
	Iteration 13Q: 3 clusters Score -121200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -121200.656250 Penalty: 3787.829102
	Iteration 14Q: 3 clusters Score -121200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -121201.382812 Penalty: 3787.829102
	Iteration 15Q: 3 clusters Score -121201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -121201.382812 Penalty: 3787.829102
	Iteration 16F: 3 clusters Score -121201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111604 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17176 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 1016 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14030 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18801 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74637 members 
Mstep: Class 46 contains 5863 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1547 members 
Mstep: Class 54 contains 107205 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110430 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22356 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6783 members 
Mstep: Class 68 contains 5650 members 
Mstep: Class 69 contains 1057 members 
Entering Unmasked Estep 
Score: -150815104.000000 Penalty: 246271.468750
Splitting cluster 35 changes total score from -150816560.000000 to -150815104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -428534.906250 Penalty: 2136.396240
	Iteration 0F: 2 clusters Score -428534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -423756.937500 Penalty: 4272.792480
	Iteration 0F: 3 clusters Score -423756.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -424928.687500 Penalty: 4272.792480
	Iteration 1F: 3 clusters Score -424928.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -425165.250000 Penalty: 4272.792480
	Iteration 2F: 3 clusters Score -425165.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -425356.750000 Penalty: 4272.792480
	Iteration 3F: 3 clusters Score -425356.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -425545.593750 Penalty: 4272.792480
	Iteration 4Q: 3 clusters Score -425545.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -425730.968750 Penalty: 4272.792480
	Iteration 5Q: 3 clusters Score -425731 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -425940.375000 Penalty: 4272.792480
	Iteration 6Q: 3 clusters Score -425940.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -426178.125000 Penalty: 4272.792480
	Iteration 7F: 3 clusters Score -426178.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -426430.250000 Penalty: 4272.792480
	Iteration 8F: 3 clusters Score -426430.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -426673.250000 Penalty: 4272.792480
	Iteration 9Q: 3 clusters Score -426673.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -426895.343750 Penalty: 4272.792480
	Iteration 10Q: 3 clusters Score -426895.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -427051.312500 Penalty: 4272.792480
	Iteration 11Q: 3 clusters Score -427051.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -427165.781250 Penalty: 4272.792480
	Iteration 12Q: 3 clusters Score -427165.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -427222.500000 Penalty: 4272.792480
	Iteration 13Q: 3 clusters Score -427222.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -427257.031250 Penalty: 4272.792480
	Iteration 14Q: 3 clusters Score -427257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -427280.718750 Penalty: 4272.792480
	Iteration 15Q: 3 clusters Score -427280.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -427302.656250 Penalty: 4272.792480
	Iteration 16Q: 3 clusters Score -427302.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -427317.500000 Penalty: 4272.792480
	Iteration 17Q: 3 clusters Score -427317.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -427326.218750 Penalty: 4272.792480
	Iteration 18Q: 3 clusters Score -427326.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -427332.812500 Penalty: 4272.792480
	Iteration 19Q: 3 clusters Score -427332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -427339.500000 Penalty: 4272.792480
	Iteration 20F: 3 clusters Score -427339.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -427341.906250 Penalty: 4272.792480
	Iteration 21Q: 3 clusters Score -427341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -427346.000000 Penalty: 4272.792480
	Iteration 22Q: 3 clusters Score -427346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -427347.343750 Penalty: 4272.792480
	Iteration 23Q: 3 clusters Score -427347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -427349.000000 Penalty: 4272.792480
	Iteration 24Q: 3 clusters Score -427349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -427349.812500 Penalty: 4272.792480
	Iteration 25Q: 3 clusters Score -427349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -427350.750000 Penalty: 4272.792480
	Iteration 26Q: 3 clusters Score -427350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -427352.812500 Penalty: 4272.792480
	Iteration 27Q: 3 clusters Score -427352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -427355.000000 Penalty: 4272.792480
	Iteration 28Q: 3 clusters Score -427355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -427357.687500 Penalty: 4272.792480
	Iteration 29Q: 3 clusters Score -427357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -427358.531250 Penalty: 4272.792480
	Iteration 30Q: 3 clusters Score -427358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -427359.562500 Penalty: 4272.792480
	Iteration 31Q: 3 clusters Score -427359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -427359.250000 Penalty: 4272.792480
	Iteration 32Q: 3 clusters Score -427359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -427359.250000 Penalty: 4272.792480
	Iteration 33F: 3 clusters Score -427359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Entering Unmasked Estep 
Score: -963410.312500 Penalty: 2329.173584
	Iteration 0F: 2 clusters Score -963410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -954453.562500 Penalty: 4658.347168
	Iteration 0F: 3 clusters Score -954453.6 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -957211.062500 Penalty: 4658.347168
	Iteration 1F: 3 clusters Score -957211.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -957670.812500 Penalty: 4658.347168
	Iteration 2F: 3 clusters Score -957670.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -958063.062500 Penalty: 4658.347168
	Iteration 3F: 3 clusters Score -958063.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -958434.437500 Penalty: 4658.347168
	Iteration 4F: 3 clusters Score -958434.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -958758.500000 Penalty: 4658.347168
	Iteration 5F: 3 clusters Score -958758.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -959045.937500 Penalty: 4658.347168
	Iteration 6Q: 3 clusters Score -959045.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -959313.625000 Penalty: 4658.347168
	Iteration 7Q: 3 clusters Score -959313.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -959578.687500 Penalty: 4658.347168
	Iteration 8Q: 3 clusters Score -959578.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -959853.125000 Penalty: 4658.347168
	Iteration 9Q: 3 clusters Score -959853.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -960101.562500 Penalty: 4658.347168
	Iteration 10Q: 3 clusters Score -960101.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -960290.750000 Penalty: 4658.347168
	Iteration 11Q: 3 clusters Score -960290.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -960436.250000 Penalty: 4658.347168
	Iteration 12Q: 3 clusters Score -960436.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -960562.437500 Penalty: 4658.347168
	Iteration 13Q: 3 clusters Score -960562.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -960674.250000 Penalty: 4658.347168
	Iteration 14Q: 3 clusters Score -960674.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -960789.125000 Penalty: 4658.347168
	Iteration 15Q: 3 clusters Score -960789.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -960933.125000 Penalty: 4658.347168
	Iteration 16Q: 3 clusters Score -960933.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -961057.875000 Penalty: 4658.347168
	Iteration 17Q: 3 clusters Score -961057.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -961163.375000 Penalty: 4658.347168
	Iteration 18Q: 3 clusters Score -961163.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -961228.562500 Penalty: 4658.347168
	Iteration 19Q: 3 clusters Score -961228.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -961290.312500 Penalty: 4658.347168
	Iteration 20F: 3 clusters Score -961290.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -961349.500000 Penalty: 4658.347168
	Iteration 21Q: 3 clusters Score -961349.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -961401.187500 Penalty: 4658.347168
	Iteration 22Q: 3 clusters Score -961401.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -961445.500000 Penalty: 4658.347168
	Iteration 23Q: 3 clusters Score -961445.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -961486.937500 Penalty: 4658.347168
	Iteration 24Q: 3 clusters Score -961486.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -961520.000000 Penalty: 4658.347168
	Iteration 25Q: 3 clusters Score -961520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -961553.875000 Penalty: 4658.347168
	Iteration 26Q: 3 clusters Score -961553.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -961583.250000 Penalty: 4658.347168
	Iteration 27Q: 3 clusters Score -961583.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -961605.312500 Penalty: 4658.347168
	Iteration 28Q: 3 clusters Score -961605.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -961621.125000 Penalty: 4658.347168
	Iteration 29Q: 3 clusters Score -961621.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -961641.625000 Penalty: 4658.347168
	Iteration 30Q: 3 clusters Score -961641.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -961655.375000 Penalty: 4658.347168
	Iteration 31Q: 3 clusters Score -961655.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -961663.250000 Penalty: 4658.347168
	Iteration 32Q: 3 clusters Score -961663.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -961671.437500 Penalty: 4658.347168
	Iteration 33Q: 3 clusters Score -961671.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -961677.500000 Penalty: 4658.347168
	Iteration 34Q: 3 clusters Score -961677.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -961685.187500 Penalty: 4658.347168
	Iteration 35Q: 3 clusters Score -961685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -961689.500000 Penalty: 4658.347168
	Iteration 36Q: 3 clusters Score -961689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -961695.125000 Penalty: 4658.347168
	Iteration 37Q: 3 clusters Score -961695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -961705.312500 Penalty: 4658.347168
	Iteration 38Q: 3 clusters Score -961705.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -961717.875000 Penalty: 4658.347168
	Iteration 39Q: 3 clusters Score -961717.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -961722.750000 Penalty: 4658.347168
	Iteration 40F: 3 clusters Score -961722.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -961729.250000 Penalty: 4658.347168
	Iteration 41Q: 3 clusters Score -961729.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -961742.125000 Penalty: 4658.347168
	Iteration 42Q: 3 clusters Score -961742.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -961746.375000 Penalty: 4658.347168
	Iteration 43Q: 3 clusters Score -961746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -961752.000000 Penalty: 4658.347168
	Iteration 44Q: 3 clusters Score -961752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -961758.562500 Penalty: 4658.347168
	Iteration 45Q: 3 clusters Score -961758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -961761.812500 Penalty: 4658.347168
	Iteration 46Q: 3 clusters Score -961761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -961762.562500 Penalty: 4658.347168
	Iteration 47Q: 3 clusters Score -961762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -961764.250000 Penalty: 4658.347168
	Iteration 48Q: 3 clusters Score -961764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -961767.000000 Penalty: 4658.347168
	Iteration 49Q: 3 clusters Score -961767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -961770.250000 Penalty: 4658.347168
	Iteration 50Q: 3 clusters Score -961770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -961771.062500 Penalty: 4658.347168
	Iteration 51Q: 3 clusters Score -961771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -961772.125000 Penalty: 4658.347168
	Iteration 52Q: 3 clusters Score -961772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -961773.437500 Penalty: 4658.347168
	Iteration 53Q: 3 clusters Score -961773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -961772.750000 Penalty: 4658.347168
	Iteration 54Q: 3 clusters Score -961772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -961775.312500 Penalty: 4658.347168
	Iteration 55Q: 3 clusters Score -961775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -961775.437500 Penalty: 4658.347168
	Iteration 56Q: 3 clusters Score -961775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -961778.937500 Penalty: 4658.347168
	Iteration 57Q: 3 clusters Score -961778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -961779.375000 Penalty: 4658.347168
	Iteration 58Q: 3 clusters Score -961779.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -961779.375000 Penalty: 4658.347168
	Iteration 59F: 3 clusters Score -961779.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -310415.687500 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -310415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -306608.687500 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -306608.7 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -307428.250000 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -307428.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -307607.062500 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -307607.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -307706.687500 Penalty: 4095.791748
	Iteration 3Q: 3 clusters Score -307706.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -307765.000000 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -307765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -307796.312500 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -307796.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -307817.406250 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -307817.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -307839.125000 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -307839.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -307857.906250 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -307857.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -307872.968750 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -307873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -307880.968750 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -307881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -307886.531250 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -307886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -307888.906250 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -307888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -307896.250000 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -307896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -307901.406250 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -307901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -307905.343750 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -307905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -307910.375000 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -307910.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -307914.812500 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -307914.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -307918.687500 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -307918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -307922.687500 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -307922.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -307926.125000 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -307926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -307928.500000 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -307928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -307932.000000 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -307932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -307936.812500 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -307936.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -307943.437500 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -307943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -307949.281250 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -307949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -307954.375000 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -307954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -307958.968750 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -307959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -307960.593750 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -307960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -307962.750000 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -307962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -307966.875000 Penalty: 4095.791748
	Iteration 30Q: 3 clusters Score -307966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -307970.937500 Penalty: 4095.791748
	Iteration 31Q: 3 clusters Score -307970.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -307973.375000 Penalty: 4095.791748
	Iteration 32Q: 3 clusters Score -307973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -307974.625000 Penalty: 4095.791748
	Iteration 33Q: 3 clusters Score -307974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -307976.375000 Penalty: 4095.791748
	Iteration 34Q: 3 clusters Score -307976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -307977.718750 Penalty: 4095.791748
	Iteration 35Q: 3 clusters Score -307977.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -307980.500000 Penalty: 4095.791748
	Iteration 36Q: 3 clusters Score -307980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -307982.968750 Penalty: 4095.791748
	Iteration 37Q: 3 clusters Score -307983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -307986.843750 Penalty: 4095.791748
	Iteration 38Q: 3 clusters Score -307986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -307991.250000 Penalty: 4095.791748
	Iteration 39Q: 3 clusters Score -307991.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -307993.968750 Penalty: 4095.791748
	Iteration 40F: 3 clusters Score -307994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -307994.812500 Penalty: 4095.791748
	Iteration 41Q: 3 clusters Score -307994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -307994.812500 Penalty: 4095.791748
	Iteration 42Q: 3 clusters Score -307994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -307995.531250 Penalty: 4095.791748
	Iteration 43Q: 3 clusters Score -307995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -307996.218750 Penalty: 4095.791748
	Iteration 44Q: 3 clusters Score -307996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -307996.656250 Penalty: 4095.791748
	Iteration 45Q: 3 clusters Score -307996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -307996.843750 Penalty: 4095.791748
	Iteration 46Q: 3 clusters Score -307996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -307996.843750 Penalty: 4095.791748
	Iteration 47F: 3 clusters Score -307996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -158859.593750 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -158859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -156083.046875 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -156083 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156574.781250 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -156574.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -156765.437500 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -156765.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -156921.484375 Penalty: 3809.825195
	Iteration 3F: 3 clusters Score -156921.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -157043.093750 Penalty: 3809.825195
	Iteration 4F: 3 clusters Score -157043.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -157120.828125 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -157120.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -157178.234375 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -157178.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157221.109375 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -157221.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -157259.281250 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -157259.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -157298.609375 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -157298.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -157327.687500 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -157327.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -157357.515625 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -157357.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -157383.546875 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -157383.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -157403.250000 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -157403.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -157417.578125 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -157417.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -157438.718750 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -157438.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -157456.468750 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -157456.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -157471.015625 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -157471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -157481.546875 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -157481.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -157488.390625 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -157488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -157497.359375 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -157497.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -157503.828125 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -157503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -157506.734375 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -157506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -157512.531250 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -157512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -157517.015625 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -157517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -157523.843750 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -157523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -157528.046875 Penalty: 3809.825195
	Iteration 26Q: 3 clusters Score -157528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -157533.687500 Penalty: 3809.825195
	Iteration 27Q: 3 clusters Score -157533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -157537.218750 Penalty: 3809.825195
	Iteration 28Q: 3 clusters Score -157537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -157541.609375 Penalty: 3809.825195
	Iteration 29Q: 3 clusters Score -157541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -157546.000000 Penalty: 3809.825195
	Iteration 30Q: 3 clusters Score -157546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -157548.140625 Penalty: 3809.825195
	Iteration 31Q: 3 clusters Score -157548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -157548.140625 Penalty: 3809.825195
	Iteration 32F: 3 clusters Score -157548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Entering Unmasked Estep 
Score: -999558.062500 Penalty: 2368.140381
	Iteration 0F: 2 clusters Score -999558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -989325.937500 Penalty: 4736.280762
	Iteration 0F: 3 clusters Score -989325.9 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -992632.500000 Penalty: 4736.280762
	Iteration 1F: 3 clusters Score -992632.5 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -993101.000000 Penalty: 4736.280762
	Iteration 2F: 3 clusters Score -993101 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -993470.250000 Penalty: 4736.280762
	Iteration 3F: 3 clusters Score -993470.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -993814.375000 Penalty: 4736.280762
	Iteration 4F: 3 clusters Score -993814.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -994105.687500 Penalty: 4736.280762
	Iteration 5Q: 3 clusters Score -994105.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -994384.000000 Penalty: 4736.280762
	Iteration 6Q: 3 clusters Score -994384 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -994637.625000 Penalty: 4736.280762
	Iteration 7Q: 3 clusters Score -994637.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -994880.312500 Penalty: 4736.280762
	Iteration 8Q: 3 clusters Score -994880.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -995114.937500 Penalty: 4736.280762
	Iteration 9Q: 3 clusters Score -995114.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -995331.687500 Penalty: 4736.280762
	Iteration 10Q: 3 clusters Score -995331.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -995581.812500 Penalty: 4736.280762
	Iteration 11Q: 3 clusters Score -995581.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -995822.875000 Penalty: 4736.280762
	Iteration 12Q: 3 clusters Score -995822.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -996036.000000 Penalty: 4736.280762
	Iteration 13Q: 3 clusters Score -996036 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -996225.187500 Penalty: 4736.280762
	Iteration 14Q: 3 clusters Score -996225.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -996391.250000 Penalty: 4736.280762
	Iteration 15Q: 3 clusters Score -996391.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -996539.500000 Penalty: 4736.280762
	Iteration 16Q: 3 clusters Score -996539.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -996660.062500 Penalty: 4736.280762
	Iteration 17Q: 3 clusters Score -996660.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -996735.750000 Penalty: 4736.280762
	Iteration 18Q: 3 clusters Score -996735.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -996809.687500 Penalty: 4736.280762
	Iteration 19Q: 3 clusters Score -996809.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -996869.500000 Penalty: 4736.280762
	Iteration 20F: 3 clusters Score -996869.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -996914.875000 Penalty: 4736.280762
	Iteration 21Q: 3 clusters Score -996914.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -996968.250000 Penalty: 4736.280762
	Iteration 22Q: 3 clusters Score -996968.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -997033.250000 Penalty: 4736.280762
	Iteration 23Q: 3 clusters Score -997033.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -997124.875000 Penalty: 4736.280762
	Iteration 24Q: 3 clusters Score -997124.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -997230.750000 Penalty: 4736.280762
	Iteration 25Q: 3 clusters Score -997230.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -997355.125000 Penalty: 4736.280762
	Iteration 26Q: 3 clusters Score -997355.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -997457.437500 Penalty: 4736.280762
	Iteration 27Q: 3 clusters Score -997457.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -997566.000000 Penalty: 4736.280762
	Iteration 28Q: 3 clusters Score -997566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -997663.812500 Penalty: 4736.280762
	Iteration 29Q: 3 clusters Score -997663.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -997765.500000 Penalty: 4736.280762
	Iteration 30Q: 3 clusters Score -997765.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -997856.000000 Penalty: 4736.280762
	Iteration 31Q: 3 clusters Score -997856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -997926.062500 Penalty: 4736.280762
	Iteration 32Q: 3 clusters Score -997926.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -997992.062500 Penalty: 4736.280762
	Iteration 33Q: 3 clusters Score -997992.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -998046.562500 Penalty: 4736.280762
	Iteration 34Q: 3 clusters Score -998046.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -998088.562500 Penalty: 4736.280762
	Iteration 35Q: 3 clusters Score -998088.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -998118.937500 Penalty: 4736.280762
	Iteration 36Q: 3 clusters Score -998118.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -998144.500000 Penalty: 4736.280762
	Iteration 37Q: 3 clusters Score -998144.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -998166.625000 Penalty: 4736.280762
	Iteration 38Q: 3 clusters Score -998166.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -998180.937500 Penalty: 4736.280762
	Iteration 39Q: 3 clusters Score -998180.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -998193.625000 Penalty: 4736.280762
	Iteration 40F: 3 clusters Score -998193.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -998205.125000 Penalty: 4736.280762
	Iteration 41Q: 3 clusters Score -998205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -998217.500000 Penalty: 4736.280762
	Iteration 42Q: 3 clusters Score -998217.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -998222.875000 Penalty: 4736.280762
	Iteration 43Q: 3 clusters Score -998222.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -998232.187500 Penalty: 4736.280762
	Iteration 44Q: 3 clusters Score -998232.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -998240.812500 Penalty: 4736.280762
	Iteration 45Q: 3 clusters Score -998240.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -998244.375000 Penalty: 4736.280762
	Iteration 46Q: 3 clusters Score -998244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -998245.062500 Penalty: 4736.280762
	Iteration 47Q: 3 clusters Score -998245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -998250.500000 Penalty: 4736.280762
	Iteration 48Q: 3 clusters Score -998250.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -998255.500000 Penalty: 4736.280762
	Iteration 49Q: 3 clusters Score -998255.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -998257.062500 Penalty: 4736.280762
	Iteration 50Q: 3 clusters Score -998257.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -998259.875000 Penalty: 4736.280762
	Iteration 51Q: 3 clusters Score -998259.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -998261.750000 Penalty: 4736.280762
	Iteration 52Q: 3 clusters Score -998261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -998260.937500 Penalty: 4736.280762
	Iteration 53Q: 3 clusters Score -998260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -998262.062500 Penalty: 4736.280762
	Iteration 54Q: 3 clusters Score -998262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -998264.062500 Penalty: 4736.280762
	Iteration 55Q: 3 clusters Score -998264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -998266.250000 Penalty: 4736.280762
	Iteration 56Q: 3 clusters Score -998266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -998266.625000 Penalty: 4736.280762
	Iteration 57Q: 3 clusters Score -998266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -998267.250000 Penalty: 4736.280762
	Iteration 58Q: 3 clusters Score -998267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -998267.187500 Penalty: 4736.280762
	Iteration 59Q: 3 clusters Score -998267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -998267.750000 Penalty: 4736.280762
	Iteration 60F: 3 clusters Score -998267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -998270.687500 Penalty: 4736.280762
	Iteration 61Q: 3 clusters Score -998270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -998271.500000 Penalty: 4736.280762
	Iteration 62Q: 3 clusters Score -998271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -998273.875000 Penalty: 4736.280762
	Iteration 63Q: 3 clusters Score -998273.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -998276.687500 Penalty: 4736.280762
	Iteration 64Q: 3 clusters Score -998276.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -998278.437500 Penalty: 4736.280762
	Iteration 65Q: 3 clusters Score -998278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -998281.062500 Penalty: 4736.280762
	Iteration 66Q: 3 clusters Score -998281.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -998283.937500 Penalty: 4736.280762
	Iteration 67Q: 3 clusters Score -998283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -998282.312500 Penalty: 4736.280762
	Iteration 68Q: 3 clusters Score -998282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -998286.312500 Penalty: 4736.280762
	Iteration 69Q: 3 clusters Score -998286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -998289.875000 Penalty: 4736.280762
	Iteration 70Q: 3 clusters Score -998289.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -998296.625000 Penalty: 4736.280762
	Iteration 71Q: 3 clusters Score -998296.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -998301.875000 Penalty: 4736.280762
	Iteration 72Q: 3 clusters Score -998301.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -998304.250000 Penalty: 4736.280762
	Iteration 73Q: 3 clusters Score -998304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -998305.625000 Penalty: 4736.280762
	Iteration 74Q: 3 clusters Score -998305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -998305.187500 Penalty: 4736.280762
	Iteration 75Q: 3 clusters Score -998305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -998308.937500 Penalty: 4736.280762
	Iteration 76Q: 3 clusters Score -998308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -998310.187500 Penalty: 4736.280762
	Iteration 77Q: 3 clusters Score -998310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -998311.812500 Penalty: 4736.280762
	Iteration 78Q: 3 clusters Score -998311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -998317.500000 Penalty: 4736.280762
	Iteration 79Q: 3 clusters Score -998317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -998316.562500 Penalty: 4736.280762
	Iteration 80F: 3 clusters Score -998316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -998318.812500 Penalty: 4736.280762
	Iteration 81Q: 3 clusters Score -998318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -998320.312500 Penalty: 4736.280762
	Iteration 82Q: 3 clusters Score -998320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -998322.500000 Penalty: 4736.280762
	Iteration 83Q: 3 clusters Score -998322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -998325.250000 Penalty: 4736.280762
	Iteration 84Q: 3 clusters Score -998325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -998324.812500 Penalty: 4736.280762
	Iteration 85Q: 3 clusters Score -998324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -998329.312500 Penalty: 4736.280762
	Iteration 86Q: 3 clusters Score -998329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -998331.687500 Penalty: 4736.280762
	Iteration 87Q: 3 clusters Score -998331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -998331.937500 Penalty: 4736.280762
	Iteration 88Q: 3 clusters Score -998331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -998331.250000 Penalty: 4736.280762
	Iteration 89Q: 3 clusters Score -998331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -998331.250000 Penalty: 4736.280762
	Iteration 90F: 3 clusters Score -998331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -295127.031250 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -295127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -291410.593750 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -291410.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -292341.781250 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -292341.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -292550.218750 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -292550.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -292677.062500 Penalty: 4096.434570
	Iteration 3Q: 3 clusters Score -292677.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -292784.750000 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -292784.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -292882.843750 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -292882.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -292980.437500 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -292980.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -293070.437500 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -293070.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -293134.125000 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -293134.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -293184.031250 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -293184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -293237.937500 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -293237.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -293295.906250 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -293295.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -293406.781250 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -293406.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -293526.656250 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -293526.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -293608.968750 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -293609 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -293694.875000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -293694.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -293777.218750 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -293777.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -293866.437500 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -293866.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -293963.812500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -293963.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -294053.718750 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -294053.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -294158.625000 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -294158.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -294323.812500 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -294323.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -294501.125000 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -294501.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -294621.906250 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -294621.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -294694.437500 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -294694.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -294719.156250 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -294719.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -294735.187500 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -294735.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -294744.281250 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -294744.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -294751.718750 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -294751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -294753.343750 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -294753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -294754.750000 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -294754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -294756.593750 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -294756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -294758.781250 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -294758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -294760.312500 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -294760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -294762.406250 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -294762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -294762.406250 Penalty: 4096.434570
	Iteration 35F: 3 clusters Score -294762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Entering Unmasked Estep 
Score: -1782759.000000 Penalty: 2440.732910
	Iteration 0F: 2 clusters Score -1782759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1769425.750000 Penalty: 4881.465820
	Iteration 0F: 3 clusters Score -1769426 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1773999.250000 Penalty: 4881.465820
	Iteration 1F: 3 clusters Score -1773999 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1774448.750000 Penalty: 4881.465820
	Iteration 2F: 3 clusters Score -1774449 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1774914.500000 Penalty: 4881.465820
	Iteration 3F: 3 clusters Score -1774914 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1775388.750000 Penalty: 4881.465820
	Iteration 4Q: 3 clusters Score -1775389 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1775906.250000 Penalty: 4881.465820
	Iteration 5Q: 3 clusters Score -1775906 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1776430.500000 Penalty: 4881.465820
	Iteration 6Q: 3 clusters Score -1776430 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1776945.375000 Penalty: 4881.465820
	Iteration 7Q: 3 clusters Score -1776945 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1777475.500000 Penalty: 4881.465820
	Iteration 8Q: 3 clusters Score -1777476 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1778022.125000 Penalty: 4881.465820
	Iteration 9Q: 3 clusters Score -1778022 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1778581.625000 Penalty: 4881.465820
	Iteration 10Q: 3 clusters Score -1778582 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1779192.500000 Penalty: 4881.465820
	Iteration 11Q: 3 clusters Score -1779192 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1779717.250000 Penalty: 4881.465820
	Iteration 12Q: 3 clusters Score -1779717 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1780065.375000 Penalty: 4881.465820
	Iteration 13Q: 3 clusters Score -1780065 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1780290.375000 Penalty: 4881.465820
	Iteration 14Q: 3 clusters Score -1780290 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1780434.000000 Penalty: 4881.465820
	Iteration 15Q: 3 clusters Score -1780434 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1780529.500000 Penalty: 4881.465820
	Iteration 16Q: 3 clusters Score -1780530 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1780590.125000 Penalty: 4881.465820
	Iteration 17Q: 3 clusters Score -1780590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1780621.125000 Penalty: 4881.465820
	Iteration 18Q: 3 clusters Score -1780621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1780636.500000 Penalty: 4881.465820
	Iteration 19Q: 3 clusters Score -1780636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1780653.625000 Penalty: 4881.465820
	Iteration 20F: 3 clusters Score -1780654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1780657.750000 Penalty: 4881.465820
	Iteration 21Q: 3 clusters Score -1780658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1780669.000000 Penalty: 4881.465820
	Iteration 22Q: 3 clusters Score -1780669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1780672.750000 Penalty: 4881.465820
	Iteration 23Q: 3 clusters Score -1780673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1780678.625000 Penalty: 4881.465820
	Iteration 24Q: 3 clusters Score -1780679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1780678.375000 Penalty: 4881.465820
	Iteration 25Q: 3 clusters Score -1780678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1780681.750000 Penalty: 4881.465820
	Iteration 26Q: 3 clusters Score -1780682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1780683.125000 Penalty: 4881.465820
	Iteration 27Q: 3 clusters Score -1780683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1780680.000000 Penalty: 4881.465820
	Iteration 28Q: 3 clusters Score -1780680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1780680.500000 Penalty: 4881.465820
	Iteration 29Q: 3 clusters Score -1780680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1780681.375000 Penalty: 4881.465820
	Iteration 30Q: 3 clusters Score -1780681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1780683.250000 Penalty: 4881.465820
	Iteration 31Q: 3 clusters Score -1780683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1780685.000000 Penalty: 4881.465820
	Iteration 32Q: 3 clusters Score -1780685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1780684.625000 Penalty: 4881.465820
	Iteration 33Q: 3 clusters Score -1780685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1780685.625000 Penalty: 4881.465820
	Iteration 34Q: 3 clusters Score -1780686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1780685.625000 Penalty: 4881.465820
	Iteration 35Q: 3 clusters Score -1780686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1780685.625000 Penalty: 4881.465820
	Iteration 36F: 3 clusters Score -1780686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -266037.781250 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -266037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -262021.015625 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -262021 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -263157.531250 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -263157.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -263538.500000 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -263538.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -263907.000000 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -263907 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -264256.312500 Penalty: 4146.130859
	Iteration 4F: 3 clusters Score -264256.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -264520.906250 Penalty: 4146.130859
	Iteration 5F: 3 clusters Score -264520.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -264765.343750 Penalty: 4146.130859
	Iteration 6F: 3 clusters Score -264765.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -265019.406250 Penalty: 4146.130859
	Iteration 7F: 3 clusters Score -265019.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -265196.718750 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -265196.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -265310.906250 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -265310.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -265377.625000 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -265377.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -265421.125000 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -265421.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -265442.437500 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -265442.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -265454.875000 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -265454.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -265459.218750 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -265459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -265462.093750 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -265462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -265465.062500 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -265465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -265470.093750 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -265470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -265473.500000 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -265473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265475.750000 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -265475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -265476.593750 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -265476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -265478.468750 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -265478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -265481.625000 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -265481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -265483.781250 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -265483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -265486.031250 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -265486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -265486.625000 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -265486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -265487.531250 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -265487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -265487.656250 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -265487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -265488.312500 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -265488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -265488.312500 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -265488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -265488.750000 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -265488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -265488.750000 Penalty: 4146.130859
	Iteration 31F: 3 clusters Score -265488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -160703.296875 Penalty: 1865.421021
	Iteration 0F: 2 clusters Score -160703.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -158282.078125 Penalty: 3730.842041
	Iteration 0F: 3 clusters Score -158282.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -158934.875000 Penalty: 3730.842041
	Iteration 1F: 3 clusters Score -158934.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -159235.125000 Penalty: 3730.842041
	Iteration 2F: 3 clusters Score -159235.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -159446.937500 Penalty: 3730.842041
	Iteration 3F: 3 clusters Score -159446.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -159601.140625 Penalty: 3730.842041
	Iteration 4F: 3 clusters Score -159601.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -159734.000000 Penalty: 3730.842041
	Iteration 5Q: 3 clusters Score -159734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -159848.656250 Penalty: 3730.842041
	Iteration 6Q: 3 clusters Score -159848.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -159953.328125 Penalty: 3730.842041
	Iteration 7Q: 3 clusters Score -159953.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -160027.562500 Penalty: 3730.842041
	Iteration 8Q: 3 clusters Score -160027.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -160117.515625 Penalty: 3730.842041
	Iteration 9Q: 3 clusters Score -160117.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -160198.875000 Penalty: 3730.842041
	Iteration 10Q: 3 clusters Score -160198.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160249.828125 Penalty: 3730.842041
	Iteration 11Q: 3 clusters Score -160249.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -160283.828125 Penalty: 3730.842041
	Iteration 12Q: 3 clusters Score -160283.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160316.875000 Penalty: 3730.842041
	Iteration 13Q: 3 clusters Score -160316.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160344.500000 Penalty: 3730.842041
	Iteration 14Q: 3 clusters Score -160344.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160360.218750 Penalty: 3730.842041
	Iteration 15Q: 3 clusters Score -160360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -160371.546875 Penalty: 3730.842041
	Iteration 16Q: 3 clusters Score -160371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160377.437500 Penalty: 3730.842041
	Iteration 17Q: 3 clusters Score -160377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160382.218750 Penalty: 3730.842041
	Iteration 18Q: 3 clusters Score -160382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160382.437500 Penalty: 3730.842041
	Iteration 19Q: 3 clusters Score -160382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160382.500000 Penalty: 3730.842041
	Iteration 20F: 3 clusters Score -160382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160384.328125 Penalty: 3730.842041
	Iteration 21Q: 3 clusters Score -160384.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160384.328125 Penalty: 3730.842041
	Iteration 22F: 3 clusters Score -160384.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Entering Unmasked Estep 
Score: -7888534.000000 Penalty: 2782.656982
	Iteration 0F: 2 clusters Score -7888534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7840080.000000 Penalty: 5565.313965
	Iteration 0F: 3 clusters Score -7840080 nChanged 34892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7859609.500000 Penalty: 5565.313965
	Iteration 1F: 3 clusters Score -7859610 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -7860167.500000 Penalty: 5565.313965
	Iteration 2Q: 3 clusters Score -7860168 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7860792.000000 Penalty: 5565.313965
	Iteration 3Q: 3 clusters Score -7860792 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7863686 nChanged 3177
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Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7864974 nChanged 3456
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7866561 nChanged 3771
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Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7868677 nChanged 4044
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Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7871147 nChanged 3988
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Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -7873796 nChanged 3684
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Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7875946 nChanged 2863
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Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7877275 nChanged 2071
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Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7877952 nChanged 1559
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Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7878412 nChanged 1406
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Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7878846 nChanged 1326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7879226 nChanged 1260
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Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7879586 nChanged 1151
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Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7879892 nChanged 1043
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Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7880119 nChanged 985
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Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7880340 nChanged 848
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Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7880534 nChanged 827
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Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7880712 nChanged 786
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Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7880871 nChanged 765
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Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7881070 nChanged 777
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Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7881194 nChanged 722
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Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7881354 nChanged 708
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Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7881500 nChanged 674
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Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7881596 nChanged 618
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Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7881746 nChanged 651
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Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7881896 nChanged 644
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Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7882031 nChanged 610
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Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7882246 nChanged 556
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Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7882342 nChanged 525
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Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7882450 nChanged 514
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Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7882600 nChanged 498
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Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7882674 nChanged 470
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Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7882772 nChanged 428
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Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7882832 nChanged 460
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Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7882910 nChanged 440
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Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7883032 nChanged 441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7883132 nChanged 441
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Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7883265 nChanged 435
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Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7883400 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7883506 nChanged 376
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Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7883612 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7883708 nChanged 360
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Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7883767 nChanged 393
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Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7883898 nChanged 402
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Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7884018 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7884126 nChanged 407
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Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7884241 nChanged 384
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Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7884326 nChanged 351
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Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7884418 nChanged 344
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Mstep: Class 1 contains 66040 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7884506 nChanged 356
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Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7884618 nChanged 323
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Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7884676 nChanged 286
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Mstep: Class 1 contains 67001 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7884746 nChanged 295
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Mstep: Class 1 contains 67292 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7884796 nChanged 268
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Mstep: Class 1 contains 67556 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7884830 nChanged 253
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Mstep: Class 1 contains 67809 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7884928 nChanged 223
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Mstep: Class 1 contains 68030 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7884970 nChanged 228
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Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7885038 nChanged 210
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Mstep: Class 1 contains 68468 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7885070 nChanged 206
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Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7885126 nChanged 184
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Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 5426 members 
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Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7885226 nChanged 146
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Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7885240 nChanged 153
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Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7885242 nChanged 126
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Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7885284 nChanged 141
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Mstep: Class 1 contains 69935 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7885315 nChanged 136
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Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7885372 nChanged 128
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Mstep: Class 1 contains 70199 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7885420 nChanged 120
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Mstep: Class 1 contains 70319 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7885438 nChanged 120
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Mstep: Class 1 contains 70439 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7885477 nChanged 126
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Mstep: Class 1 contains 70565 members 
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	Iteration 79Q: 3 clusters Score -7885494 nChanged 122
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Mstep: Class 1 contains 70683 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7885500 nChanged 102
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Mstep: Class 1 contains 70785 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7885536 nChanged 120
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Mstep: Class 1 contains 70901 members 
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	Iteration 82Q: 3 clusters Score -7885594 nChanged 127
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Mstep: Class 1 contains 71028 members 
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	Iteration 83Q: 3 clusters Score -7885640 nChanged 128
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71357 members 
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	Iteration 86Q: 3 clusters Score -7885755 nChanged 78
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	Iteration 87Q: 3 clusters Score -7885770 nChanged 82
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	Iteration 89Q: 3 clusters Score -7885815 nChanged 58
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7885830 nChanged 44
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	Iteration 91Q: 3 clusters Score -7885828 nChanged 50
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	Iteration 92Q: 3 clusters Score -7885851 nChanged 41
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	Iteration 93Q: 3 clusters Score -7885852 nChanged 38
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Entering Unmasked Estep 
Score: -7885870.000000 Penalty: 5565.313965
	Iteration 95Q: 3 clusters Score -7885870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7885869.000000 Penalty: 5565.313965
	Iteration 96Q: 3 clusters Score -7885869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7885877.500000 Penalty: 5565.313965
	Iteration 97Q: 3 clusters Score -7885878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7885878.000000 Penalty: 5565.313965
	Iteration 98Q: 3 clusters Score -7885878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7885883.500000 Penalty: 5565.313965
	Iteration 99Q: 3 clusters Score -7885884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7885885.000000 Penalty: 5565.313965
	Iteration 100F: 3 clusters Score -7885885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7885881.500000 Penalty: 5565.313965
	Iteration 101Q: 3 clusters Score -7885882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7885893.000000 Penalty: 5565.313965
	Iteration 102Q: 3 clusters Score -7885893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7885910.000000 Penalty: 5565.313965
	Iteration 103Q: 3 clusters Score -7885910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7885907.000000 Penalty: 5565.313965
	Iteration 104Q: 3 clusters Score -7885907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7885920.000000 Penalty: 5565.313965
	Iteration 105Q: 3 clusters Score -7885920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7885923.000000 Penalty: 5565.313965
	Iteration 106Q: 3 clusters Score -7885923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7885936.000000 Penalty: 5565.313965
	Iteration 107Q: 3 clusters Score -7885936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7885948.000000 Penalty: 5565.313965
	Iteration 108Q: 3 clusters Score -7885948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7885960.000000 Penalty: 5565.313965
	Iteration 109Q: 3 clusters Score -7885960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7885974.000000 Penalty: 5565.313965
	Iteration 110Q: 3 clusters Score -7885974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7885973.500000 Penalty: 5565.313965
	Iteration 111Q: 3 clusters Score -7885974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7885975.000000 Penalty: 5565.313965
	Iteration 112Q: 3 clusters Score -7885975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7885989.500000 Penalty: 5565.313965
	Iteration 113Q: 3 clusters Score -7885990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7885996.500000 Penalty: 5565.313965
	Iteration 114Q: 3 clusters Score -7885996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7886006.500000 Penalty: 5565.313965
	Iteration 115Q: 3 clusters Score -7886006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7886022.500000 Penalty: 5565.313965
	Iteration 116Q: 3 clusters Score -7886022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7886035.000000 Penalty: 5565.313965
	Iteration 117Q: 3 clusters Score -7886035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7886030.000000 Penalty: 5565.313965
	Iteration 118Q: 3 clusters Score -7886030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7886045.000000 Penalty: 5565.313965
	Iteration 119Q: 3 clusters Score -7886045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7886064.000000 Penalty: 5565.313965
	Iteration 120F: 3 clusters Score -7886064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7886071.500000 Penalty: 5565.313965
	Iteration 121Q: 3 clusters Score -7886072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7886079.500000 Penalty: 5565.313965
	Iteration 122Q: 3 clusters Score -7886080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7886082.500000 Penalty: 5565.313965
	Iteration 123Q: 3 clusters Score -7886082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7886079.000000 Penalty: 5565.313965
	Iteration 124Q: 3 clusters Score -7886079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7886079.500000 Penalty: 5565.313965
	Iteration 125Q: 3 clusters Score -7886080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7886095.000000 Penalty: 5565.313965
	Iteration 126Q: 3 clusters Score -7886095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7886102.000000 Penalty: 5565.313965
	Iteration 127Q: 3 clusters Score -7886102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7886092.500000 Penalty: 5565.313965
	Iteration 128Q: 3 clusters Score -7886092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7886100.500000 Penalty: 5565.313965
	Iteration 129Q: 3 clusters Score -7886100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7886101.000000 Penalty: 5565.313965
	Iteration 130Q: 3 clusters Score -7886101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7886097.000000 Penalty: 5565.313965
	Iteration 131Q: 3 clusters Score -7886097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7886094.000000 Penalty: 5565.313965
	Iteration 132Q: 3 clusters Score -7886094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7886093.500000 Penalty: 5565.313965
	Iteration 133Q: 3 clusters Score -7886094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7886098.000000 Penalty: 5565.313965
	Iteration 134Q: 3 clusters Score -7886098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7886102.500000 Penalty: 5565.313965
	Iteration 135Q: 3 clusters Score -7886102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7886103.500000 Penalty: 5565.313965
	Iteration 136Q: 3 clusters Score -7886104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7886106.500000 Penalty: 5565.313965
	Iteration 137Q: 3 clusters Score -7886106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7886106.500000 Penalty: 5565.313965
	Iteration 138F: 3 clusters Score -7886106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -555856.312500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -555856.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -550771.312500 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -550771.3 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -552073.875000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -552073.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -552449.625000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -552449.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -552794.937500 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -552794.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -553135.937500 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -553135.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -553444.062500 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -553444.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -553759.000000 Penalty: 4303.502441
	Iteration 6F: 3 clusters Score -553759 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -554060.687500 Penalty: 4303.502441
	Iteration 7F: 3 clusters Score -554060.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -554244.312500 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -554244.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -554376.000000 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -554376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -554487.625000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -554487.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -554550.125000 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -554550.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -554591.875000 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -554591.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -554624.500000 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -554624.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -554638.000000 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -554638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -554647.375000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -554647.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -554654.000000 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -554654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -554656.750000 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -554656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -554659.125000 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -554659.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -554661.437500 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -554661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -554663.750000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -554663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -554663.625000 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -554663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -554665.312500 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -554665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -554666.687500 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -554666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -554667.062500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -554667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -554667.562500 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -554667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -554668.562500 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -554668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -554668.687500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -554668.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -554668.687500 Penalty: 4303.502441
	Iteration 28F: 3 clusters Score -554668.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -206927.187500 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -206927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -203824.140625 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -203824.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -204407.093750 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -204407.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -204627.718750 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -204627.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -204774.109375 Penalty: 3917.795898
	Iteration 3F: 3 clusters Score -204774.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -204854.031250 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -204854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -204907.625000 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -204907.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -204950.937500 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -204950.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -204985.875000 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -204985.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -205025.828125 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -205025.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -205051.531250 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -205051.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -205078.750000 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -205078.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -205096.359375 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -205096.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -205116.031250 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -205116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -205133.078125 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -205133.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -205146.046875 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -205146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -205155.234375 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -205155.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -205166.359375 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -205166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -205172.562500 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -205172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -205175.812500 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -205175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -205179.812500 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -205179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -205183.250000 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -205183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -205186.765625 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -205186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -205189.765625 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -205189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -205192.687500 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -205192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -205195.593750 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -205195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -205198.312500 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -205198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -205200.203125 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -205200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -205200.203125 Penalty: 3917.795898
	Iteration 27F: 3 clusters Score -205200.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Entering Unmasked Estep 
Score: -1111178.250000 Penalty: 2329.297363
	Iteration 0F: 2 clusters Score -1111178 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 6040 members 
Entering Unmasked Estep 
Score: -1102229.000000 Penalty: 4658.594727
	Iteration 0F: 3 clusters Score -1102229 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1105132.625000 Penalty: 4658.594727
	Iteration 1F: 3 clusters Score -1105133 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1105663.250000 Penalty: 4658.594727
	Iteration 2F: 3 clusters Score -1105663 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1106203.875000 Penalty: 4658.594727
	Iteration 3F: 3 clusters Score -1106204 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1106743.250000 Penalty: 4658.594727
	Iteration 4F: 3 clusters Score -1106743 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1107315.375000 Penalty: 4658.594727
	Iteration 5F: 3 clusters Score -1107315 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1107751.625000 Penalty: 4658.594727
	Iteration 6F: 3 clusters Score -1107752 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1108038.375000 Penalty: 4658.594727
	Iteration 7Q: 3 clusters Score -1108038 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1108228.625000 Penalty: 4658.594727
	Iteration 8Q: 3 clusters Score -1108229 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1108352.375000 Penalty: 4658.594727
	Iteration 9Q: 3 clusters Score -1108352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1108440.125000 Penalty: 4658.594727
	Iteration 10Q: 3 clusters Score -1108440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1108506.250000 Penalty: 4658.594727
	Iteration 11Q: 3 clusters Score -1108506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1108564.875000 Penalty: 4658.594727
	Iteration 12Q: 3 clusters Score -1108565 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1108617.250000 Penalty: 4658.594727
	Iteration 13Q: 3 clusters Score -1108617 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1108666.625000 Penalty: 4658.594727
	Iteration 14Q: 3 clusters Score -1108667 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1108712.875000 Penalty: 4658.594727
	Iteration 15Q: 3 clusters Score -1108713 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1108746.250000 Penalty: 4658.594727
	Iteration 16Q: 3 clusters Score -1108746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1108780.750000 Penalty: 4658.594727
	Iteration 17Q: 3 clusters Score -1108781 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1108811.625000 Penalty: 4658.594727
	Iteration 18Q: 3 clusters Score -1108812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1108849.000000 Penalty: 4658.594727
	Iteration 19Q: 3 clusters Score -1108849 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1108877.125000 Penalty: 4658.594727
	Iteration 20F: 3 clusters Score -1108877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1108909.000000 Penalty: 4658.594727
	Iteration 21Q: 3 clusters Score -1108909 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1108941.000000 Penalty: 4658.594727
	Iteration 22Q: 3 clusters Score -1108941 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1108974.875000 Penalty: 4658.594727
	Iteration 23Q: 3 clusters Score -1108975 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1109008.750000 Penalty: 4658.594727
	Iteration 24Q: 3 clusters Score -1109009 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1109032.875000 Penalty: 4658.594727
	Iteration 25Q: 3 clusters Score -1109033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1109061.250000 Penalty: 4658.594727
	Iteration 26Q: 3 clusters Score -1109061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1109094.750000 Penalty: 4658.594727
	Iteration 27Q: 3 clusters Score -1109095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1109127.625000 Penalty: 4658.594727
	Iteration 28Q: 3 clusters Score -1109128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1109164.250000 Penalty: 4658.594727
	Iteration 29Q: 3 clusters Score -1109164 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1109206.375000 Penalty: 4658.594727
	Iteration 30Q: 3 clusters Score -1109206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1109243.125000 Penalty: 4658.594727
	Iteration 31Q: 3 clusters Score -1109243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1109287.375000 Penalty: 4658.594727
	Iteration 32Q: 3 clusters Score -1109287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1109328.125000 Penalty: 4658.594727
	Iteration 33Q: 3 clusters Score -1109328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1109375.875000 Penalty: 4658.594727
	Iteration 34Q: 3 clusters Score -1109376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1109418.000000 Penalty: 4658.594727
	Iteration 35Q: 3 clusters Score -1109418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1109457.375000 Penalty: 4658.594727
	Iteration 36Q: 3 clusters Score -1109457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1109499.750000 Penalty: 4658.594727
	Iteration 37Q: 3 clusters Score -1109500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1109530.125000 Penalty: 4658.594727
	Iteration 38Q: 3 clusters Score -1109530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1109559.375000 Penalty: 4658.594727
	Iteration 39Q: 3 clusters Score -1109559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1109586.625000 Penalty: 4658.594727
	Iteration 40F: 3 clusters Score -1109587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1109618.125000 Penalty: 4658.594727
	Iteration 41Q: 3 clusters Score -1109618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1109651.625000 Penalty: 4658.594727
	Iteration 42Q: 3 clusters Score -1109652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1109688.750000 Penalty: 4658.594727
	Iteration 43Q: 3 clusters Score -1109689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1109717.375000 Penalty: 4658.594727
	Iteration 44Q: 3 clusters Score -1109717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1109741.625000 Penalty: 4658.594727
	Iteration 45Q: 3 clusters Score -1109742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1109770.375000 Penalty: 4658.594727
	Iteration 46Q: 3 clusters Score -1109770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1109786.875000 Penalty: 4658.594727
	Iteration 47Q: 3 clusters Score -1109787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1109805.500000 Penalty: 4658.594727
	Iteration 48Q: 3 clusters Score -1109806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1109822.750000 Penalty: 4658.594727
	Iteration 49Q: 3 clusters Score -1109823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1109846.750000 Penalty: 4658.594727
	Iteration 50Q: 3 clusters Score -1109847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1109877.750000 Penalty: 4658.594727
	Iteration 51Q: 3 clusters Score -1109878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1109927.125000 Penalty: 4658.594727
	Iteration 52Q: 3 clusters Score -1109927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1109950.125000 Penalty: 4658.594727
	Iteration 53Q: 3 clusters Score -1109950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1109966.000000 Penalty: 4658.594727
	Iteration 54Q: 3 clusters Score -1109966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1109981.750000 Penalty: 4658.594727
	Iteration 55Q: 3 clusters Score -1109982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1109999.000000 Penalty: 4658.594727
	Iteration 56Q: 3 clusters Score -1109999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1110015.750000 Penalty: 4658.594727
	Iteration 57Q: 3 clusters Score -1110016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1110034.375000 Penalty: 4658.594727
	Iteration 58Q: 3 clusters Score -1110034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1110049.375000 Penalty: 4658.594727
	Iteration 59Q: 3 clusters Score -1110049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1110056.625000 Penalty: 4658.594727
	Iteration 60F: 3 clusters Score -1110057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1110066.375000 Penalty: 4658.594727
	Iteration 61Q: 3 clusters Score -1110066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1110069.125000 Penalty: 4658.594727
	Iteration 62Q: 3 clusters Score -1110069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1110073.500000 Penalty: 4658.594727
	Iteration 63Q: 3 clusters Score -1110074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1110076.500000 Penalty: 4658.594727
	Iteration 64Q: 3 clusters Score -1110076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1110076.750000 Penalty: 4658.594727
	Iteration 65Q: 3 clusters Score -1110077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1110079.750000 Penalty: 4658.594727
	Iteration 66Q: 3 clusters Score -1110080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1110080.750000 Penalty: 4658.594727
	Iteration 67Q: 3 clusters Score -1110081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1110080.250000 Penalty: 4658.594727
	Iteration 68Q: 3 clusters Score -1110080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1110080.500000 Penalty: 4658.594727
	Iteration 69Q: 3 clusters Score -1110080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1110079.875000 Penalty: 4658.594727
	Iteration 70Q: 3 clusters Score -1110080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1110079.875000 Penalty: 4658.594727
	Iteration 71F: 3 clusters Score -1110080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -128534.515625 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -128534.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -126077.773438 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -126077.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -126593.414062 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -126593.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -126867.601562 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -126867.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -127118.882812 Penalty: 3704.948486
	Iteration 3F: 3 clusters Score -127118.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -127399.343750 Penalty: 3704.948486
	Iteration 4F: 3 clusters Score -127399.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -127647.000000 Penalty: 3704.948486
	Iteration 5F: 3 clusters Score -127647 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -127813.078125 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -127813.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -127909.273438 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -127909.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -127951.859375 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -127951.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -127967.382812 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -127967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127979.960938 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -127980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -127984.781250 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -127984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127988.117188 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -127988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -127989.210938 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -127989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -127989.210938 Penalty: 3704.948486
	Iteration 14F: 3 clusters Score -127989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (120722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Entering Unmasked Estep 
Score: -9781751.000000 Penalty: 2901.908936
	Iteration 0F: 2 clusters Score -9781751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -9700868.000000 Penalty: 5803.817871
	Iteration 0F: 3 clusters Score -9700868 nChanged 57398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -9733598.000000 Penalty: 5803.817871
	Iteration 1F: 3 clusters Score -9733598 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -9734446.000000 Penalty: 5803.817871
	Iteration 2Q: 3 clusters Score -9734446 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -9735359.000000 Penalty: 5803.817871
	Iteration 3Q: 3 clusters Score -9735359 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -9736398.000000 Penalty: 5803.817871
	Iteration 4Q: 3 clusters Score -9736398 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -9737863.000000 Penalty: 5803.817871
	Iteration 5Q: 3 clusters Score -9737863 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -9740427.000000 Penalty: 5803.817871
	Iteration 6Q: 3 clusters Score -9740427 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -9744349.000000 Penalty: 5803.817871
	Iteration 7F: 3 clusters Score -9744349 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -9750904.000000 Penalty: 5803.817871
	Iteration 8F: 3 clusters Score -9750904 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -9759811.000000 Penalty: 5803.817871
	Iteration 9F: 3 clusters Score -9759811 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -9768802.000000 Penalty: 5803.817871
	Iteration 10F: 3 clusters Score -9768802 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115710 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -9774775.000000 Penalty: 5803.817871
	Iteration 11F: 3 clusters Score -9774775 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9777427.000000 Penalty: 5803.817871
	Iteration 12Q: 3 clusters Score -9777427 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9778585.000000 Penalty: 5803.817871
	Iteration 13Q: 3 clusters Score -9778585 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120086 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9778934.000000 Penalty: 5803.817871
	Iteration 14Q: 3 clusters Score -9778934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9779088.000000 Penalty: 5803.817871
	Iteration 15Q: 3 clusters Score -9779088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9779180.000000 Penalty: 5803.817871
	Iteration 16Q: 3 clusters Score -9779180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9779230.000000 Penalty: 5803.817871
	Iteration 17Q: 3 clusters Score -9779230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9779245.000000 Penalty: 5803.817871
	Iteration 18Q: 3 clusters Score -9779245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9779262.000000 Penalty: 5803.817871
	Iteration 19Q: 3 clusters Score -9779262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9779276.000000 Penalty: 5803.817871
	Iteration 20F: 3 clusters Score -9779276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9779283.000000 Penalty: 5803.817871
	Iteration 21Q: 3 clusters Score -9779283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9779291.000000 Penalty: 5803.817871
	Iteration 22Q: 3 clusters Score -9779291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120367 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9779306.000000 Penalty: 5803.817871
	Iteration 23Q: 3 clusters Score -9779306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9779318.000000 Penalty: 5803.817871
	Iteration 24Q: 3 clusters Score -9779318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9779324.000000 Penalty: 5803.817871
	Iteration 25Q: 3 clusters Score -9779324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9779326.000000 Penalty: 5803.817871
	Iteration 26Q: 3 clusters Score -9779326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9779335.000000 Penalty: 5803.817871
	Iteration 27Q: 3 clusters Score -9779335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9779341.000000 Penalty: 5803.817871
	Iteration 28Q: 3 clusters Score -9779341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9779354.000000 Penalty: 5803.817871
	Iteration 29Q: 3 clusters Score -9779354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120387 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9779364.000000 Penalty: 5803.817871
	Iteration 30Q: 3 clusters Score -9779364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9779364.000000 Penalty: 5803.817871
	Iteration 31Q: 3 clusters Score -9779364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9779364.000000 Penalty: 5803.817871
	Iteration 32F: 3 clusters Score -9779364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (128603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Entering Unmasked Estep 
Score: -10354931.000000 Penalty: 2917.592285
	Iteration 0F: 2 clusters Score -1.035493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -10268461.000000 Penalty: 5835.184570
	Iteration 0F: 3 clusters Score -1.026846e+07 nChanged 61338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -10304083.000000 Penalty: 5835.184570
	Iteration 1F: 3 clusters Score -1.030408e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -10304892.000000 Penalty: 5835.184570
	Iteration 2Q: 3 clusters Score -1.030489e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -10305917.000000 Penalty: 5835.184570
	Iteration 3Q: 3 clusters Score -1.030592e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -10307372.000000 Penalty: 5835.184570
	Iteration 4Q: 3 clusters Score -1.030737e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -10309473.000000 Penalty: 5835.184570
	Iteration 5Q: 3 clusters Score -1.030947e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -10312563.000000 Penalty: 5835.184570
	Iteration 6F: 3 clusters Score -1.031256e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -10316867.000000 Penalty: 5835.184570
	Iteration 7F: 3 clusters Score -1.031687e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -10321879.000000 Penalty: 5835.184570
	Iteration 8F: 3 clusters Score -1.032188e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -10327514.000000 Penalty: 5835.184570
	Iteration 9F: 3 clusters Score -1.032751e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -10333377.000000 Penalty: 5835.184570
	Iteration 10F: 3 clusters Score -1.033338e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 112400 members 
Entering Unmasked Estep 
Score: -10338973.000000 Penalty: 5835.184570
	Iteration 11F: 3 clusters Score -1.033897e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -10344059.000000 Penalty: 5835.184570
	Iteration 12Q: 3 clusters Score -1.034406e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -10347868.000000 Penalty: 5835.184570
	Iteration 13Q: 3 clusters Score -1.034787e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -10350254.000000 Penalty: 5835.184570
	Iteration 14Q: 3 clusters Score -1.035025e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 127112 members 
Entering Unmasked Estep 
Score: -10351416.000000 Penalty: 5835.184570
	Iteration 15Q: 3 clusters Score -1.035142e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 127687 members 
Entering Unmasked Estep 
Score: -10351947.000000 Penalty: 5835.184570
	Iteration 16Q: 3 clusters Score -1.035195e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -10352195.000000 Penalty: 5835.184570
	Iteration 17Q: 3 clusters Score -1.03522e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 128026 members 
Entering Unmasked Estep 
Score: -10352315.000000 Penalty: 5835.184570
	Iteration 18Q: 3 clusters Score -1.035232e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 128083 members 
Entering Unmasked Estep 
Score: -10352394.000000 Penalty: 5835.184570
	Iteration 19Q: 3 clusters Score -1.035239e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -10352435.000000 Penalty: 5835.184570
	Iteration 20F: 3 clusters Score -1.035244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -10352459.000000 Penalty: 5835.184570
	Iteration 21Q: 3 clusters Score -1.035246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 128108 members 
Entering Unmasked Estep 
Score: -10352485.000000 Penalty: 5835.184570
	Iteration 22Q: 3 clusters Score -1.035248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -10352498.000000 Penalty: 5835.184570
	Iteration 23Q: 3 clusters Score -1.03525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 128116 members 
Entering Unmasked Estep 
Score: -10352522.000000 Penalty: 5835.184570
	Iteration 24Q: 3 clusters Score -1.035252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 128119 members 
Entering Unmasked Estep 
Score: -10352558.000000 Penalty: 5835.184570
	Iteration 25Q: 3 clusters Score -1.035256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -10352578.000000 Penalty: 5835.184570
	Iteration 26Q: 3 clusters Score -1.035258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 128127 members 
Entering Unmasked Estep 
Score: -10352590.000000 Penalty: 5835.184570
	Iteration 27Q: 3 clusters Score -1.035259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -10352603.000000 Penalty: 5835.184570
	Iteration 28Q: 3 clusters Score -1.03526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -10352614.000000 Penalty: 5835.184570
	Iteration 29Q: 3 clusters Score -1.035261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -10352611.000000 Penalty: 5835.184570
	Iteration 30Q: 3 clusters Score -1.035261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 128130 members 
Entering Unmasked Estep 
Score: -10352621.000000 Penalty: 5835.184570
	Iteration 31Q: 3 clusters Score -1.035262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 128128 members 
Entering Unmasked Estep 
Score: -10352617.000000 Penalty: 5835.184570
	Iteration 32Q: 3 clusters Score -1.035262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -10352629.000000 Penalty: 5835.184570
	Iteration 33Q: 3 clusters Score -1.035263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 128130 members 
Entering Unmasked Estep 
Score: -10352624.000000 Penalty: 5835.184570
	Iteration 34Q: 3 clusters Score -1.035262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 128130 members 
Entering Unmasked Estep 
Score: -10352630.000000 Penalty: 5835.184570
	Iteration 35Q: 3 clusters Score -1.035263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -10352620.000000 Penalty: 5835.184570
	Iteration 36Q: 3 clusters Score -1.035262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -10352620.000000 Penalty: 5835.184570
	Iteration 37F: 3 clusters Score -1.035262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Entering Unmasked Estep 
Score: -1319353.375000 Penalty: 2412.854736
	Iteration 0F: 2 clusters Score -1319353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1307194.875000 Penalty: 4825.709473
	Iteration 0F: 3 clusters Score -1307195 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1311406.625000 Penalty: 4825.709473
	Iteration 1F: 3 clusters Score -1311407 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1312247.750000 Penalty: 4825.709473
	Iteration 2F: 3 clusters Score -1312248 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1313228.500000 Penalty: 4825.709473
	Iteration 3F: 3 clusters Score -1313228 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1314193.875000 Penalty: 4825.709473
	Iteration 4F: 3 clusters Score -1314194 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1315171.625000 Penalty: 4825.709473
	Iteration 5F: 3 clusters Score -1315172 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1316105.875000 Penalty: 4825.709473
	Iteration 6F: 3 clusters Score -1316106 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1316863.750000 Penalty: 4825.709473
	Iteration 7F: 3 clusters Score -1316864 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1317374.750000 Penalty: 4825.709473
	Iteration 8Q: 3 clusters Score -1317375 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1317741.750000 Penalty: 4825.709473
	Iteration 9Q: 3 clusters Score -1317742 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1318012.750000 Penalty: 4825.709473
	Iteration 10Q: 3 clusters Score -1318013 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1318256.750000 Penalty: 4825.709473
	Iteration 11Q: 3 clusters Score -1318257 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1318428.250000 Penalty: 4825.709473
	Iteration 12Q: 3 clusters Score -1318428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1318524.375000 Penalty: 4825.709473
	Iteration 13Q: 3 clusters Score -1318524 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1318595.125000 Penalty: 4825.709473
	Iteration 14Q: 3 clusters Score -1318595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1318641.250000 Penalty: 4825.709473
	Iteration 15Q: 3 clusters Score -1318641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1318672.000000 Penalty: 4825.709473
	Iteration 16Q: 3 clusters Score -1318672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1318706.500000 Penalty: 4825.709473
	Iteration 17Q: 3 clusters Score -1318706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1318730.000000 Penalty: 4825.709473
	Iteration 18Q: 3 clusters Score -1318730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1318749.875000 Penalty: 4825.709473
	Iteration 19Q: 3 clusters Score -1318750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1318765.375000 Penalty: 4825.709473
	Iteration 20F: 3 clusters Score -1318765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1318777.125000 Penalty: 4825.709473
	Iteration 21Q: 3 clusters Score -1318777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1318784.250000 Penalty: 4825.709473
	Iteration 22Q: 3 clusters Score -1318784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1318790.625000 Penalty: 4825.709473
	Iteration 23Q: 3 clusters Score -1318791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1318791.625000 Penalty: 4825.709473
	Iteration 24Q: 3 clusters Score -1318792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1318793.250000 Penalty: 4825.709473
	Iteration 25Q: 3 clusters Score -1318793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1318795.250000 Penalty: 4825.709473
	Iteration 26Q: 3 clusters Score -1318795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1318796.500000 Penalty: 4825.709473
	Iteration 27Q: 3 clusters Score -1318796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1318796.250000 Penalty: 4825.709473
	Iteration 28Q: 3 clusters Score -1318796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1318797.375000 Penalty: 4825.709473
	Iteration 29Q: 3 clusters Score -1318797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1318799.625000 Penalty: 4825.709473
	Iteration 30Q: 3 clusters Score -1318800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1318807.375000 Penalty: 4825.709473
	Iteration 31Q: 3 clusters Score -1318807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1318815.375000 Penalty: 4825.709473
	Iteration 32Q: 3 clusters Score -1318815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1318818.125000 Penalty: 4825.709473
	Iteration 33Q: 3 clusters Score -1318818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1318830.250000 Penalty: 4825.709473
	Iteration 34Q: 3 clusters Score -1318830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1318854.250000 Penalty: 4825.709473
	Iteration 35Q: 3 clusters Score -1318854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1318886.000000 Penalty: 4825.709473
	Iteration 36Q: 3 clusters Score -1318886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1318911.000000 Penalty: 4825.709473
	Iteration 37Q: 3 clusters Score -1318911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1318920.375000 Penalty: 4825.709473
	Iteration 38Q: 3 clusters Score -1318920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1318927.125000 Penalty: 4825.709473
	Iteration 39Q: 3 clusters Score -1318927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1318930.875000 Penalty: 4825.709473
	Iteration 40F: 3 clusters Score -1318931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1318933.750000 Penalty: 4825.709473
	Iteration 41Q: 3 clusters Score -1318934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1318934.000000 Penalty: 4825.709473
	Iteration 42Q: 3 clusters Score -1318934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1318932.375000 Penalty: 4825.709473
	Iteration 43Q: 3 clusters Score -1318932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1318932.375000 Penalty: 4825.709473
	Iteration 44F: 3 clusters Score -1318932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -147844.140625 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -147844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145583.812500 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -145583.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -146152.203125 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -146152.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146435.453125 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -146435.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146665.203125 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -146665.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -146909.796875 Penalty: 3642.660156
	Iteration 4F: 3 clusters Score -146909.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -147119.156250 Penalty: 3642.660156
	Iteration 5F: 3 clusters Score -147119.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147251.687500 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -147251.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -147346.968750 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -147347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -147383.875000 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -147383.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -147407.781250 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -147407.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147421.093750 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -147421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147428.578125 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -147428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -147430.531250 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -147430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -147431.546875 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -147431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -147433.296875 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -147433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147436.562500 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -147436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147438.765625 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -147438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147439.484375 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -147439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147440.390625 Penalty: 3642.660156
	Iteration 18Q: 3 clusters Score -147440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -147440.390625 Penalty: 3642.660156
	Iteration 19F: 3 clusters Score -147440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (107205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Entering Unmasked Estep 
Score: -10548086.000000 Penalty: 2872.459717
	Iteration 0F: 2 clusters Score -1.054809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -10476651.000000 Penalty: 5744.919434
	Iteration 0F: 3 clusters Score -1.047665e+07 nChanged 50958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -10506103.000000 Penalty: 5744.919434
	Iteration 1F: 3 clusters Score -1.05061e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -10507296.000000 Penalty: 5744.919434
	Iteration 2Q: 3 clusters Score -1.05073e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -10508694.000000 Penalty: 5744.919434
	Iteration 3Q: 3 clusters Score -1.050869e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -10510945.000000 Penalty: 5744.919434
	Iteration 4Q: 3 clusters Score -1.051094e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -10513919.000000 Penalty: 5744.919434
	Iteration 5F: 3 clusters Score -1.051392e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -10517713.000000 Penalty: 5744.919434
	Iteration 6F: 3 clusters Score -1.051771e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -10521897.000000 Penalty: 5744.919434
	Iteration 7F: 3 clusters Score -1.05219e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -10526085.000000 Penalty: 5744.919434
	Iteration 8F: 3 clusters Score -1.052608e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -10529819.000000 Penalty: 5744.919434
	Iteration 9F: 3 clusters Score -1.052982e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -10532659.000000 Penalty: 5744.919434
	Iteration 10Q: 3 clusters Score -1.053266e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -10534633.000000 Penalty: 5744.919434
	Iteration 11Q: 3 clusters Score -1.053463e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -10536011.000000 Penalty: 5744.919434
	Iteration 12Q: 3 clusters Score -1.053601e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -10537013.000000 Penalty: 5744.919434
	Iteration 13Q: 3 clusters Score -1.053701e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10537892.000000 Penalty: 5744.919434
	Iteration 14Q: 3 clusters Score -1.053789e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -10538721.000000 Penalty: 5744.919434
	Iteration 15Q: 3 clusters Score -1.053872e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -10539446.000000 Penalty: 5744.919434
	Iteration 16Q: 3 clusters Score -1.053945e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -10540324.000000 Penalty: 5744.919434
	Iteration 17Q: 3 clusters Score -1.054032e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -10541147.000000 Penalty: 5744.919434
	Iteration 18Q: 3 clusters Score -1.054115e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -10541900.000000 Penalty: 5744.919434
	Iteration 19Q: 3 clusters Score -1.05419e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -10542625.000000 Penalty: 5744.919434
	Iteration 20F: 3 clusters Score -1.054262e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
Score: -10543365.000000 Penalty: 5744.919434
	Iteration 21Q: 3 clusters Score -1.054336e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -10543980.000000 Penalty: 5744.919434
	Iteration 22Q: 3 clusters Score -1.054398e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -10544433.000000 Penalty: 5744.919434
	Iteration 23Q: 3 clusters Score -1.054443e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -10544768.000000 Penalty: 5744.919434
	Iteration 24Q: 3 clusters Score -1.054477e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -10545057.000000 Penalty: 5744.919434
	Iteration 25Q: 3 clusters Score -1.054506e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -10545266.000000 Penalty: 5744.919434
	Iteration 26Q: 3 clusters Score -1.054527e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -10545404.000000 Penalty: 5744.919434
	Iteration 27Q: 3 clusters Score -1.05454e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 101043 members 
Entering Unmasked Estep 
Score: -10545526.000000 Penalty: 5744.919434
	Iteration 28Q: 3 clusters Score -1.054553e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -10545633.000000 Penalty: 5744.919434
	Iteration 29Q: 3 clusters Score -1.054563e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -10545726.000000 Penalty: 5744.919434
	Iteration 30Q: 3 clusters Score -1.054573e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -10545798.000000 Penalty: 5744.919434
	Iteration 31Q: 3 clusters Score -1.05458e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -10545875.000000 Penalty: 5744.919434
	Iteration 32Q: 3 clusters Score -1.054588e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -10545905.000000 Penalty: 5744.919434
	Iteration 33Q: 3 clusters Score -1.05459e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -10545968.000000 Penalty: 5744.919434
	Iteration 34Q: 3 clusters Score -1.054597e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -10546032.000000 Penalty: 5744.919434
	Iteration 35Q: 3 clusters Score -1.054603e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -10546055.000000 Penalty: 5744.919434
	Iteration 36Q: 3 clusters Score -1.054606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -10546069.000000 Penalty: 5744.919434
	Iteration 37Q: 3 clusters Score -1.054607e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -10546103.000000 Penalty: 5744.919434
	Iteration 38Q: 3 clusters Score -1.05461e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -10546139.000000 Penalty: 5744.919434
	Iteration 39Q: 3 clusters Score -1.054614e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -10546205.000000 Penalty: 5744.919434
	Iteration 40F: 3 clusters Score -1.05462e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -10546211.000000 Penalty: 5744.919434
	Iteration 41Q: 3 clusters Score -1.054621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -10546233.000000 Penalty: 5744.919434
	Iteration 42Q: 3 clusters Score -1.054623e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -10546240.000000 Penalty: 5744.919434
	Iteration 43Q: 3 clusters Score -1.054624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -10546243.000000 Penalty: 5744.919434
	Iteration 44Q: 3 clusters Score -1.054624e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -10546265.000000 Penalty: 5744.919434
	Iteration 45Q: 3 clusters Score -1.054626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -10546266.000000 Penalty: 5744.919434
	Iteration 46Q: 3 clusters Score -1.054627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 103849 members 
Entering Unmasked Estep 
Score: -10546259.000000 Penalty: 5744.919434
	Iteration 47Q: 3 clusters Score -1.054626e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -10546273.000000 Penalty: 5744.919434
	Iteration 48Q: 3 clusters Score -1.054627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -10546297.000000 Penalty: 5744.919434
	Iteration 49Q: 3 clusters Score -1.05463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -10546302.000000 Penalty: 5744.919434
	Iteration 50Q: 3 clusters Score -1.05463e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -10546307.000000 Penalty: 5744.919434
	Iteration 51Q: 3 clusters Score -1.054631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -10546309.000000 Penalty: 5744.919434
	Iteration 52Q: 3 clusters Score -1.054631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -10546303.000000 Penalty: 5744.919434
	Iteration 53Q: 3 clusters Score -1.05463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -10546300.000000 Penalty: 5744.919434
	Iteration 54Q: 3 clusters Score -1.05463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -10546309.000000 Penalty: 5744.919434
	Iteration 55Q: 3 clusters Score -1.054631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 104142 members 
Entering Unmasked Estep 
Score: -10546292.000000 Penalty: 5744.919434
	Iteration 56Q: 3 clusters Score -1.054629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -10546306.000000 Penalty: 5744.919434
	Iteration 57Q: 3 clusters Score -1.054631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -10546319.000000 Penalty: 5744.919434
	Iteration 58Q: 3 clusters Score -1.054632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -10546322.000000 Penalty: 5744.919434
	Iteration 59Q: 3 clusters Score -1.054632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -10546326.000000 Penalty: 5744.919434
	Iteration 60F: 3 clusters Score -1.054633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 104221 members 
Entering Unmasked Estep 
Score: -10546339.000000 Penalty: 5744.919434
	Iteration 61Q: 3 clusters Score -1.054634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -10546330.000000 Penalty: 5744.919434
	Iteration 62Q: 3 clusters Score -1.054633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -10546334.000000 Penalty: 5744.919434
	Iteration 63Q: 3 clusters Score -1.054633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -10546349.000000 Penalty: 5744.919434
	Iteration 64Q: 3 clusters Score -1.054635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -10546352.000000 Penalty: 5744.919434
	Iteration 65Q: 3 clusters Score -1.054635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -10546347.000000 Penalty: 5744.919434
	Iteration 66Q: 3 clusters Score -1.054635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -10546346.000000 Penalty: 5744.919434
	Iteration 67Q: 3 clusters Score -1.054635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 5744.919434
	Iteration 68Q: 3 clusters Score -1.054636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 104323 members 
Entering Unmasked Estep 
Score: -10546368.000000 Penalty: 5744.919434
	Iteration 69Q: 3 clusters Score -1.054637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -10546349.000000 Penalty: 5744.919434
	Iteration 70Q: 3 clusters Score -1.054635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -10546355.000000 Penalty: 5744.919434
	Iteration 71Q: 3 clusters Score -1.054636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 104359 members 
Entering Unmasked Estep 
Score: -10546377.000000 Penalty: 5744.919434
	Iteration 72Q: 3 clusters Score -1.054638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -10546372.000000 Penalty: 5744.919434
	Iteration 73Q: 3 clusters Score -1.054637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -10546378.000000 Penalty: 5744.919434
	Iteration 74Q: 3 clusters Score -1.054638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 104395 members 
Entering Unmasked Estep 
Score: -10546373.000000 Penalty: 5744.919434
	Iteration 75Q: 3 clusters Score -1.054637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -10546378.000000 Penalty: 5744.919434
	Iteration 76Q: 3 clusters Score -1.054638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -10546391.000000 Penalty: 5744.919434
	Iteration 77Q: 3 clusters Score -1.054639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -10546384.000000 Penalty: 5744.919434
	Iteration 78Q: 3 clusters Score -1.054638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -10546392.000000 Penalty: 5744.919434
	Iteration 79Q: 3 clusters Score -1.054639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -10546374.000000 Penalty: 5744.919434
	Iteration 80F: 3 clusters Score -1.054637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -10546366.000000 Penalty: 5744.919434
	Iteration 81Q: 3 clusters Score -1.054637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -10546381.000000 Penalty: 5744.919434
	Iteration 82Q: 3 clusters Score -1.054638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -10546370.000000 Penalty: 5744.919434
	Iteration 83Q: 3 clusters Score -1.054637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 5744.919434
	Iteration 84Q: 3 clusters Score -1.054636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -10546357.000000 Penalty: 5744.919434
	Iteration 85Q: 3 clusters Score -1.054636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 5744.919434
	Iteration 86Q: 3 clusters Score -1.054636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 5744.919434
	Iteration 87Q: 3 clusters Score -1.054636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 5744.919434
	Iteration 88Q: 3 clusters Score -1.054636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -10546363.000000 Penalty: 5744.919434
	Iteration 89Q: 3 clusters Score -1.054636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -10546369.000000 Penalty: 5744.919434
	Iteration 90Q: 3 clusters Score -1.054637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -10546367.000000 Penalty: 5744.919434
	Iteration 91Q: 3 clusters Score -1.054637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -10546359.000000 Penalty: 5744.919434
	Iteration 92Q: 3 clusters Score -1.054636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -10546354.000000 Penalty: 5744.919434
	Iteration 93Q: 3 clusters Score -1.054635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 104596 members 
Entering Unmasked Estep 
Score: -10546364.000000 Penalty: 5744.919434
	Iteration 94Q: 3 clusters Score -1.054636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 104598 members 
Entering Unmasked Estep 
Score: -10546366.000000 Penalty: 5744.919434
	Iteration 95Q: 3 clusters Score -1.054637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -10546374.000000 Penalty: 5744.919434
	Iteration 96Q: 3 clusters Score -1.054637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
Score: -10546372.000000 Penalty: 5744.919434
	Iteration 97Q: 3 clusters Score -1.054637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -10546371.000000 Penalty: 5744.919434
	Iteration 98Q: 3 clusters Score -1.054637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 104608 members 
Entering Unmasked Estep 
Score: -10546373.000000 Penalty: 5744.919434
	Iteration 99Q: 3 clusters Score -1.054637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 104611 members 
Entering Unmasked Estep 
Score: -10546374.000000 Penalty: 5744.919434
	Iteration 100F: 3 clusters Score -1.054637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -10546371.000000 Penalty: 5744.919434
	Iteration 101Q: 3 clusters Score -1.054637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -10546378.000000 Penalty: 5744.919434
	Iteration 102Q: 3 clusters Score -1.054638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -10546370.000000 Penalty: 5744.919434
	Iteration 103Q: 3 clusters Score -1.054637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 104615 members 
Entering Unmasked Estep 
Score: -10546370.000000 Penalty: 5744.919434
	Iteration 104F: 3 clusters Score -1.054637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -330382.125000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -330382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -326269.781250 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -326269.8 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -327270.875000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -327270.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -327518.906250 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -327518.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -327689.812500 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -327689.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -327844.968750 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -327845 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -327987.812500 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -327987.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -328144.218750 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -328144.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -328255.937500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -328255.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -328356.750000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -328356.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -328466.437500 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -328466.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -328584.625000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -328584.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -328720.781250 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -328720.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -328906.031250 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -328906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329076.750000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -329076.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -329254.750000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -329254.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -329422.062500 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -329422.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329541.187500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -329541.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -329617.062500 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -329617.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -329671.843750 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -329671.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -329720.062500 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -329720.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -329752.843750 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -329752.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -329780.375000 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -329780.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -329804.781250 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -329804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -329843.218750 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -329843.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329884.531250 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -329884.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -329918.312500 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -329918.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -329939.375000 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -329939.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -329961.625000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -329961.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -329981.312500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -329981.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -329997.593750 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -329997.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -330009.531250 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -330009.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -330019.812500 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -330019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -330033.718750 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -330033.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -330052.125000 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -330052.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -330061.906250 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -330061.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -330067.750000 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -330067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -330072.656250 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -330072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -330074.843750 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -330074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -330075.750000 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -330075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -330076.812500 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -330076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -330076.812500 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -330076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Entering Unmasked Estep 
Score: -964750.125000 Penalty: 2329.813721
	Iteration 0F: 2 clusters Score -964750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -955827.937500 Penalty: 4659.627441
	Iteration 0F: 3 clusters Score -955827.9 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -958507.562500 Penalty: 4659.627441
	Iteration 1F: 3 clusters Score -958507.6 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -958886.875000 Penalty: 4659.627441
	Iteration 2F: 3 clusters Score -958886.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -959246.437500 Penalty: 4659.627441
	Iteration 3F: 3 clusters Score -959246.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -959644.937500 Penalty: 4659.627441
	Iteration 4F: 3 clusters Score -959644.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -960092.500000 Penalty: 4659.627441
	Iteration 5F: 3 clusters Score -960092.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -960552.937500 Penalty: 4659.627441
	Iteration 6F: 3 clusters Score -960552.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -960919.250000 Penalty: 4659.627441
	Iteration 7F: 3 clusters Score -960919.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -961187.062500 Penalty: 4659.627441
	Iteration 8Q: 3 clusters Score -961187.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -961379.875000 Penalty: 4659.627441
	Iteration 9Q: 3 clusters Score -961379.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -961524.687500 Penalty: 4659.627441
	Iteration 10Q: 3 clusters Score -961524.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -961628.187500 Penalty: 4659.627441
	Iteration 11Q: 3 clusters Score -961628.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -961698.937500 Penalty: 4659.627441
	Iteration 12Q: 3 clusters Score -961698.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -961760.875000 Penalty: 4659.627441
	Iteration 13Q: 3 clusters Score -961760.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -961811.500000 Penalty: 4659.627441
	Iteration 14Q: 3 clusters Score -961811.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -961862.625000 Penalty: 4659.627441
	Iteration 15Q: 3 clusters Score -961862.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -961908.812500 Penalty: 4659.627441
	Iteration 16Q: 3 clusters Score -961908.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -961946.562500 Penalty: 4659.627441
	Iteration 17Q: 3 clusters Score -961946.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -961984.437500 Penalty: 4659.627441
	Iteration 18Q: 3 clusters Score -961984.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -962018.937500 Penalty: 4659.627441
	Iteration 19Q: 3 clusters Score -962018.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -962056.375000 Penalty: 4659.627441
	Iteration 20F: 3 clusters Score -962056.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -962094.062500 Penalty: 4659.627441
	Iteration 21Q: 3 clusters Score -962094.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -962133.250000 Penalty: 4659.627441
	Iteration 22Q: 3 clusters Score -962133.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -962179.187500 Penalty: 4659.627441
	Iteration 23Q: 3 clusters Score -962179.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -962222.750000 Penalty: 4659.627441
	Iteration 24Q: 3 clusters Score -962222.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -962267.625000 Penalty: 4659.627441
	Iteration 25Q: 3 clusters Score -962267.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -962325.000000 Penalty: 4659.627441
	Iteration 26Q: 3 clusters Score -962325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -962393.812500 Penalty: 4659.627441
	Iteration 27Q: 3 clusters Score -962393.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -962470.312500 Penalty: 4659.627441
	Iteration 28Q: 3 clusters Score -962470.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -962539.812500 Penalty: 4659.627441
	Iteration 29Q: 3 clusters Score -962539.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -962608.562500 Penalty: 4659.627441
	Iteration 30Q: 3 clusters Score -962608.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -962677.000000 Penalty: 4659.627441
	Iteration 31Q: 3 clusters Score -962677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -962738.750000 Penalty: 4659.627441
	Iteration 32Q: 3 clusters Score -962738.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -962794.500000 Penalty: 4659.627441
	Iteration 33Q: 3 clusters Score -962794.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -962840.187500 Penalty: 4659.627441
	Iteration 34Q: 3 clusters Score -962840.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -962887.312500 Penalty: 4659.627441
	Iteration 35Q: 3 clusters Score -962887.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -962935.375000 Penalty: 4659.627441
	Iteration 36Q: 3 clusters Score -962935.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -962974.312500 Penalty: 4659.627441
	Iteration 37Q: 3 clusters Score -962974.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -963002.375000 Penalty: 4659.627441
	Iteration 38Q: 3 clusters Score -963002.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -963021.875000 Penalty: 4659.627441
	Iteration 39Q: 3 clusters Score -963021.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -963037.125000 Penalty: 4659.627441
	Iteration 40F: 3 clusters Score -963037.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -963047.875000 Penalty: 4659.627441
	Iteration 41Q: 3 clusters Score -963047.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -963057.500000 Penalty: 4659.627441
	Iteration 42Q: 3 clusters Score -963057.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -963070.250000 Penalty: 4659.627441
	Iteration 43Q: 3 clusters Score -963070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -963078.437500 Penalty: 4659.627441
	Iteration 44Q: 3 clusters Score -963078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -963090.125000 Penalty: 4659.627441
	Iteration 45Q: 3 clusters Score -963090.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -963103.937500 Penalty: 4659.627441
	Iteration 46Q: 3 clusters Score -963103.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -963120.000000 Penalty: 4659.627441
	Iteration 47Q: 3 clusters Score -963120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -963129.437500 Penalty: 4659.627441
	Iteration 48Q: 3 clusters Score -963129.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -963133.125000 Penalty: 4659.627441
	Iteration 49Q: 3 clusters Score -963133.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -963138.750000 Penalty: 4659.627441
	Iteration 50Q: 3 clusters Score -963138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -963144.437500 Penalty: 4659.627441
	Iteration 51Q: 3 clusters Score -963144.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -963153.312500 Penalty: 4659.627441
	Iteration 52Q: 3 clusters Score -963153.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -963158.687500 Penalty: 4659.627441
	Iteration 53Q: 3 clusters Score -963158.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -963161.875000 Penalty: 4659.627441
	Iteration 54Q: 3 clusters Score -963161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -963165.250000 Penalty: 4659.627441
	Iteration 55Q: 3 clusters Score -963165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -963165.687500 Penalty: 4659.627441
	Iteration 56Q: 3 clusters Score -963165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -963167.875000 Penalty: 4659.627441
	Iteration 57Q: 3 clusters Score -963167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -963169.875000 Penalty: 4659.627441
	Iteration 58Q: 3 clusters Score -963169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -963171.562500 Penalty: 4659.627441
	Iteration 59Q: 3 clusters Score -963171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -963172.875000 Penalty: 4659.627441
	Iteration 60F: 3 clusters Score -963172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -963172.437500 Penalty: 4659.627441
	Iteration 61Q: 3 clusters Score -963172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -963175.125000 Penalty: 4659.627441
	Iteration 62Q: 3 clusters Score -963175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -963175.812500 Penalty: 4659.627441
	Iteration 63Q: 3 clusters Score -963175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -963176.312500 Penalty: 4659.627441
	Iteration 64Q: 3 clusters Score -963176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -963176.750000 Penalty: 4659.627441
	Iteration 65Q: 3 clusters Score -963176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -963179.125000 Penalty: 4659.627441
	Iteration 66Q: 3 clusters Score -963179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -963180.562500 Penalty: 4659.627441
	Iteration 67Q: 3 clusters Score -963180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -963179.812500 Penalty: 4659.627441
	Iteration 68Q: 3 clusters Score -963179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -963179.812500 Penalty: 4659.627441
	Iteration 69F: 3 clusters Score -963179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (110430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Entering Unmasked Estep 
Score: -11674788.000000 Penalty: 2879.810059
	Iteration 0F: 2 clusters Score -1.167479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -11605763.000000 Penalty: 5759.620117
	Iteration 0F: 3 clusters Score -1.160576e+07 nChanged 52240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -11635828.000000 Penalty: 5759.620117
	Iteration 1F: 3 clusters Score -1.163583e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -11636828.000000 Penalty: 5759.620117
	Iteration 2Q: 3 clusters Score -1.163683e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -11638020.000000 Penalty: 5759.620117
	Iteration 3Q: 3 clusters Score -1.163802e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -11639486.000000 Penalty: 5759.620117
	Iteration 4Q: 3 clusters Score -1.163949e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -11641445.000000 Penalty: 5759.620117
	Iteration 5Q: 3 clusters Score -1.164144e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -11644031.000000 Penalty: 5759.620117
	Iteration 6Q: 3 clusters Score -1.164403e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -11647607.000000 Penalty: 5759.620117
	Iteration 7F: 3 clusters Score -1.164761e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -11651749.000000 Penalty: 5759.620117
	Iteration 8F: 3 clusters Score -1.165175e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -11655890.000000 Penalty: 5759.620117
	Iteration 9F: 3 clusters Score -1.165589e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -11658970.000000 Penalty: 5759.620117
	Iteration 10F: 3 clusters Score -1.165897e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -11660605.000000 Penalty: 5759.620117
	Iteration 11Q: 3 clusters Score -1.16606e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -11661345.000000 Penalty: 5759.620117
	Iteration 12Q: 3 clusters Score -1.166134e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -11661654.000000 Penalty: 5759.620117
	Iteration 13Q: 3 clusters Score -1.166165e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -11661847.000000 Penalty: 5759.620117
	Iteration 14Q: 3 clusters Score -1.166185e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -11661996.000000 Penalty: 5759.620117
	Iteration 15Q: 3 clusters Score -1.1662e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -11662194.000000 Penalty: 5759.620117
	Iteration 16Q: 3 clusters Score -1.166219e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -11662372.000000 Penalty: 5759.620117
	Iteration 17Q: 3 clusters Score -1.166237e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -11662508.000000 Penalty: 5759.620117
	Iteration 18Q: 3 clusters Score -1.166251e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -11662634.000000 Penalty: 5759.620117
	Iteration 19Q: 3 clusters Score -1.166263e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -11662752.000000 Penalty: 5759.620117
	Iteration 20F: 3 clusters Score -1.166275e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -11662907.000000 Penalty: 5759.620117
	Iteration 21Q: 3 clusters Score -1.166291e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -11662978.000000 Penalty: 5759.620117
	Iteration 22Q: 3 clusters Score -1.166298e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -11663133.000000 Penalty: 5759.620117
	Iteration 23Q: 3 clusters Score -1.166313e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -11663225.000000 Penalty: 5759.620117
	Iteration 24Q: 3 clusters Score -1.166322e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -11663357.000000 Penalty: 5759.620117
	Iteration 25Q: 3 clusters Score -1.166336e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -11663461.000000 Penalty: 5759.620117
	Iteration 26Q: 3 clusters Score -1.166346e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -11663595.000000 Penalty: 5759.620117
	Iteration 27Q: 3 clusters Score -1.16636e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -11663698.000000 Penalty: 5759.620117
	Iteration 28Q: 3 clusters Score -1.16637e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -11663845.000000 Penalty: 5759.620117
	Iteration 29Q: 3 clusters Score -1.166384e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -11663975.000000 Penalty: 5759.620117
	Iteration 30Q: 3 clusters Score -1.166398e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -11664130.000000 Penalty: 5759.620117
	Iteration 31Q: 3 clusters Score -1.166413e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -11664319.000000 Penalty: 5759.620117
	Iteration 32Q: 3 clusters Score -1.166432e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -11664395.000000 Penalty: 5759.620117
	Iteration 33Q: 3 clusters Score -1.16644e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -11664471.000000 Penalty: 5759.620117
	Iteration 34Q: 3 clusters Score -1.166447e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 93271 members 
Entering Unmasked Estep 
Score: -11664484.000000 Penalty: 5759.620117
	Iteration 35Q: 3 clusters Score -1.166448e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -11664640.000000 Penalty: 5759.620117
	Iteration 36Q: 3 clusters Score -1.166464e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -11664797.000000 Penalty: 5759.620117
	Iteration 37Q: 3 clusters Score -1.16648e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -11664939.000000 Penalty: 5759.620117
	Iteration 38Q: 3 clusters Score -1.166494e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -11665066.000000 Penalty: 5759.620117
	Iteration 39Q: 3 clusters Score -1.166507e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -11665241.000000 Penalty: 5759.620117
	Iteration 40F: 3 clusters Score -1.166524e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -11665375.000000 Penalty: 5759.620117
	Iteration 41Q: 3 clusters Score -1.166538e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -11665475.000000 Penalty: 5759.620117
	Iteration 42Q: 3 clusters Score -1.166548e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 96441 members 
Entering Unmasked Estep 
Score: -11665581.000000 Penalty: 5759.620117
	Iteration 43Q: 3 clusters Score -1.166558e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -11665763.000000 Penalty: 5759.620117
	Iteration 44Q: 3 clusters Score -1.166576e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -11665920.000000 Penalty: 5759.620117
	Iteration 45Q: 3 clusters Score -1.166592e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -11666035.000000 Penalty: 5759.620117
	Iteration 46Q: 3 clusters Score -1.166604e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -11666149.000000 Penalty: 5759.620117
	Iteration 47Q: 3 clusters Score -1.166615e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -11666343.000000 Penalty: 5759.620117
	Iteration 48Q: 3 clusters Score -1.166634e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -11666475.000000 Penalty: 5759.620117
	Iteration 49Q: 3 clusters Score -1.166648e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -11666586.000000 Penalty: 5759.620117
	Iteration 50Q: 3 clusters Score -1.166659e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -11666754.000000 Penalty: 5759.620117
	Iteration 51Q: 3 clusters Score -1.166675e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -11666970.000000 Penalty: 5759.620117
	Iteration 52Q: 3 clusters Score -1.166697e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -11667199.000000 Penalty: 5759.620117
	Iteration 53Q: 3 clusters Score -1.16672e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -11667373.000000 Penalty: 5759.620117
	Iteration 54Q: 3 clusters Score -1.166737e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -11667604.000000 Penalty: 5759.620117
	Iteration 55Q: 3 clusters Score -1.16676e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -11667757.000000 Penalty: 5759.620117
	Iteration 56Q: 3 clusters Score -1.166776e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -11667960.000000 Penalty: 5759.620117
	Iteration 57Q: 3 clusters Score -1.166796e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -11668090.000000 Penalty: 5759.620117
	Iteration 58Q: 3 clusters Score -1.166809e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -11668270.000000 Penalty: 5759.620117
	Iteration 59Q: 3 clusters Score -1.166827e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -11668425.000000 Penalty: 5759.620117
	Iteration 60F: 3 clusters Score -1.166842e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -11668574.000000 Penalty: 5759.620117
	Iteration 61Q: 3 clusters Score -1.166857e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -11668722.000000 Penalty: 5759.620117
	Iteration 62Q: 3 clusters Score -1.166872e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -11668851.000000 Penalty: 5759.620117
	Iteration 63Q: 3 clusters Score -1.166885e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -11669027.000000 Penalty: 5759.620117
	Iteration 64Q: 3 clusters Score -1.166903e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 104828 members 
Entering Unmasked Estep 
Score: -11669124.000000 Penalty: 5759.620117
	Iteration 65Q: 3 clusters Score -1.166912e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -11669290.000000 Penalty: 5759.620117
	Iteration 66Q: 3 clusters Score -1.166929e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -11669447.000000 Penalty: 5759.620117
	Iteration 67Q: 3 clusters Score -1.166945e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -11669578.000000 Penalty: 5759.620117
	Iteration 68Q: 3 clusters Score -1.166958e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -11669748.000000 Penalty: 5759.620117
	Iteration 69Q: 3 clusters Score -1.166975e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -11669871.000000 Penalty: 5759.620117
	Iteration 70Q: 3 clusters Score -1.166987e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 106287 members 
Entering Unmasked Estep 
Score: -11669991.000000 Penalty: 5759.620117
	Iteration 71Q: 3 clusters Score -1.166999e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -11670091.000000 Penalty: 5759.620117
	Iteration 72Q: 3 clusters Score -1.167009e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -11670184.000000 Penalty: 5759.620117
	Iteration 73Q: 3 clusters Score -1.167018e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -11670300.000000 Penalty: 5759.620117
	Iteration 74Q: 3 clusters Score -1.16703e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 106894 members 
Entering Unmasked Estep 
Score: -11670411.000000 Penalty: 5759.620117
	Iteration 75Q: 3 clusters Score -1.167041e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -11670518.000000 Penalty: 5759.620117
	Iteration 76Q: 3 clusters Score -1.167052e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -11670598.000000 Penalty: 5759.620117
	Iteration 77Q: 3 clusters Score -1.16706e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -11670674.000000 Penalty: 5759.620117
	Iteration 78Q: 3 clusters Score -1.167067e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -11670716.000000 Penalty: 5759.620117
	Iteration 79Q: 3 clusters Score -1.167072e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -11670763.000000 Penalty: 5759.620117
	Iteration 80F: 3 clusters Score -1.167076e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -11670827.000000 Penalty: 5759.620117
	Iteration 81Q: 3 clusters Score -1.167083e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -11670888.000000 Penalty: 5759.620117
	Iteration 82Q: 3 clusters Score -1.167089e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -11670939.000000 Penalty: 5759.620117
	Iteration 83Q: 3 clusters Score -1.167094e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
Score: -11671003.000000 Penalty: 5759.620117
	Iteration 84Q: 3 clusters Score -1.1671e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -11671042.000000 Penalty: 5759.620117
	Iteration 85Q: 3 clusters Score -1.167104e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -11671107.000000 Penalty: 5759.620117
	Iteration 86Q: 3 clusters Score -1.167111e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 108162 members 
Entering Unmasked Estep 
Score: -11671161.000000 Penalty: 5759.620117
	Iteration 87Q: 3 clusters Score -1.167116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -11671204.000000 Penalty: 5759.620117
	Iteration 88Q: 3 clusters Score -1.16712e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -11671252.000000 Penalty: 5759.620117
	Iteration 89Q: 3 clusters Score -1.167125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -11671291.000000 Penalty: 5759.620117
	Iteration 90Q: 3 clusters Score -1.167129e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -11671329.000000 Penalty: 5759.620117
	Iteration 91Q: 3 clusters Score -1.167133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 108421 members 
Entering Unmasked Estep 
Score: -11671377.000000 Penalty: 5759.620117
	Iteration 92Q: 3 clusters Score -1.167138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -11671400.000000 Penalty: 5759.620117
	Iteration 93Q: 3 clusters Score -1.16714e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -11671420.000000 Penalty: 5759.620117
	Iteration 94Q: 3 clusters Score -1.167142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -11671457.000000 Penalty: 5759.620117
	Iteration 95Q: 3 clusters Score -1.167146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -11671474.000000 Penalty: 5759.620117
	Iteration 96Q: 3 clusters Score -1.167147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -11671497.000000 Penalty: 5759.620117
	Iteration 97Q: 3 clusters Score -1.16715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -11671521.000000 Penalty: 5759.620117
	Iteration 98Q: 3 clusters Score -1.167152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -11671537.000000 Penalty: 5759.620117
	Iteration 99Q: 3 clusters Score -1.167154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -11671561.000000 Penalty: 5759.620117
	Iteration 100F: 3 clusters Score -1.167156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -11671574.000000 Penalty: 5759.620117
	Iteration 101Q: 3 clusters Score -1.167157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -11671591.000000 Penalty: 5759.620117
	Iteration 102Q: 3 clusters Score -1.167159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 108771 members 
Entering Unmasked Estep 
Score: -11671605.000000 Penalty: 5759.620117
	Iteration 103Q: 3 clusters Score -1.16716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -11671631.000000 Penalty: 5759.620117
	Iteration 104Q: 3 clusters Score -1.167163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -11671676.000000 Penalty: 5759.620117
	Iteration 105Q: 3 clusters Score -1.167168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -11671661.000000 Penalty: 5759.620117
	Iteration 106Q: 3 clusters Score -1.167166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -11671677.000000 Penalty: 5759.620117
	Iteration 107Q: 3 clusters Score -1.167168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 108893 members 
Entering Unmasked Estep 
Score: -11671671.000000 Penalty: 5759.620117
	Iteration 108Q: 3 clusters Score -1.167167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -11671687.000000 Penalty: 5759.620117
	Iteration 109Q: 3 clusters Score -1.167169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -11671690.000000 Penalty: 5759.620117
	Iteration 110Q: 3 clusters Score -1.167169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
Score: -11671704.000000 Penalty: 5759.620117
	Iteration 111Q: 3 clusters Score -1.16717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -11671707.000000 Penalty: 5759.620117
	Iteration 112Q: 3 clusters Score -1.167171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -11671716.000000 Penalty: 5759.620117
	Iteration 113Q: 3 clusters Score -1.167172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -11671718.000000 Penalty: 5759.620117
	Iteration 114Q: 3 clusters Score -1.167172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -11671713.000000 Penalty: 5759.620117
	Iteration 115Q: 3 clusters Score -1.167171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -11671719.000000 Penalty: 5759.620117
	Iteration 116Q: 3 clusters Score -1.167172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -11671730.000000 Penalty: 5759.620117
	Iteration 117Q: 3 clusters Score -1.167173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 108956 members 
Entering Unmasked Estep 
Score: -11671734.000000 Penalty: 5759.620117
	Iteration 118Q: 3 clusters Score -1.167173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -11671726.000000 Penalty: 5759.620117
	Iteration 119Q: 3 clusters Score -1.167173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 108975 members 
Entering Unmasked Estep 
Score: -11671748.000000 Penalty: 5759.620117
	Iteration 120F: 3 clusters Score -1.167175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -11671756.000000 Penalty: 5759.620117
	Iteration 121Q: 3 clusters Score -1.167176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -11671760.000000 Penalty: 5759.620117
	Iteration 122Q: 3 clusters Score -1.167176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 108990 members 
Entering Unmasked Estep 
Score: -11671760.000000 Penalty: 5759.620117
	Iteration 123Q: 3 clusters Score -1.167176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -11671757.000000 Penalty: 5759.620117
	Iteration 124Q: 3 clusters Score -1.167176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 108996 members 
Entering Unmasked Estep 
Score: -11671750.000000 Penalty: 5759.620117
	Iteration 125Q: 3 clusters Score -1.167175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -11671758.000000 Penalty: 5759.620117
	Iteration 126Q: 3 clusters Score -1.167176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -11671771.000000 Penalty: 5759.620117
	Iteration 127Q: 3 clusters Score -1.167177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 109007 members 
Entering Unmasked Estep 
Score: -11671779.000000 Penalty: 5759.620117
	Iteration 128Q: 3 clusters Score -1.167178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 109011 members 
Entering Unmasked Estep 
Score: -11671779.000000 Penalty: 5759.620117
	Iteration 129Q: 3 clusters Score -1.167178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 109016 members 
Entering Unmasked Estep 
Score: -11671787.000000 Penalty: 5759.620117
	Iteration 130Q: 3 clusters Score -1.167179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -11671795.000000 Penalty: 5759.620117
	Iteration 131Q: 3 clusters Score -1.16718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -11671795.000000 Penalty: 5759.620117
	Iteration 132Q: 3 clusters Score -1.16718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 109039 members 
Entering Unmasked Estep 
Score: -11671810.000000 Penalty: 5759.620117
	Iteration 133Q: 3 clusters Score -1.167181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 109047 members 
Entering Unmasked Estep 
Score: -11671808.000000 Penalty: 5759.620117
	Iteration 134Q: 3 clusters Score -1.167181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 109054 members 
Entering Unmasked Estep 
Score: -11671808.000000 Penalty: 5759.620117
	Iteration 135Q: 3 clusters Score -1.167181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -11671811.000000 Penalty: 5759.620117
	Iteration 136Q: 3 clusters Score -1.167181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -11671837.000000 Penalty: 5759.620117
	Iteration 137Q: 3 clusters Score -1.167184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -11671842.000000 Penalty: 5759.620117
	Iteration 138Q: 3 clusters Score -1.167184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -11671840.000000 Penalty: 5759.620117
	Iteration 139Q: 3 clusters Score -1.167184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -11671828.000000 Penalty: 5759.620117
	Iteration 140F: 3 clusters Score -1.167183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 109092 members 
Entering Unmasked Estep 
Score: -11671830.000000 Penalty: 5759.620117
	Iteration 141Q: 3 clusters Score -1.167183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -11671837.000000 Penalty: 5759.620117
	Iteration 142Q: 3 clusters Score -1.167184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -11671845.000000 Penalty: 5759.620117
	Iteration 143Q: 3 clusters Score -1.167184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -11671846.000000 Penalty: 5759.620117
	Iteration 144Q: 3 clusters Score -1.167185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -11671857.000000 Penalty: 5759.620117
	Iteration 145Q: 3 clusters Score -1.167186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -11671857.000000 Penalty: 5759.620117
	Iteration 146F: 3 clusters Score -1.167186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -116868.718750 Penalty: 1799.036133
	Iteration 0F: 2 clusters Score -116868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -114710.273438 Penalty: 3598.072266
	Iteration 0F: 3 clusters Score -114710.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115135.750000 Penalty: 3598.072266
	Iteration 1F: 3 clusters Score -115135.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -115265.179688 Penalty: 3598.072266
	Iteration 2F: 3 clusters Score -115265.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -115403.515625 Penalty: 3598.072266
	Iteration 3Q: 3 clusters Score -115403.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -115512.101562 Penalty: 3598.072266
	Iteration 4Q: 3 clusters Score -115512.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -115587.648438 Penalty: 3598.072266
	Iteration 5Q: 3 clusters Score -115587.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115657.398438 Penalty: 3598.072266
	Iteration 6Q: 3 clusters Score -115657.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -115704.554688 Penalty: 3598.072266
	Iteration 7Q: 3 clusters Score -115704.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -115743.210938 Penalty: 3598.072266
	Iteration 8Q: 3 clusters Score -115743.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -115765.343750 Penalty: 3598.072266
	Iteration 9Q: 3 clusters Score -115765.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115782.554688 Penalty: 3598.072266
	Iteration 10Q: 3 clusters Score -115782.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115800.531250 Penalty: 3598.072266
	Iteration 11Q: 3 clusters Score -115800.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115820.085938 Penalty: 3598.072266
	Iteration 12Q: 3 clusters Score -115820.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115840.343750 Penalty: 3598.072266
	Iteration 13Q: 3 clusters Score -115840.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115857.429688 Penalty: 3598.072266
	Iteration 14Q: 3 clusters Score -115857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115867.429688 Penalty: 3598.072266
	Iteration 15Q: 3 clusters Score -115867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -115873.109375 Penalty: 3598.072266
	Iteration 16Q: 3 clusters Score -115873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115883.601562 Penalty: 3598.072266
	Iteration 17Q: 3 clusters Score -115883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115899.187500 Penalty: 3598.072266
	Iteration 18Q: 3 clusters Score -115899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -115913.742188 Penalty: 3598.072266
	Iteration 19Q: 3 clusters Score -115913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115919.796875 Penalty: 3598.072266
	Iteration 20F: 3 clusters Score -115919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115925.093750 Penalty: 3598.072266
	Iteration 21Q: 3 clusters Score -115925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -115927.671875 Penalty: 3598.072266
	Iteration 22Q: 3 clusters Score -115927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115929.187500 Penalty: 3598.072266
	Iteration 23Q: 3 clusters Score -115929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115929.929688 Penalty: 3598.072266
	Iteration 24Q: 3 clusters Score -115929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115929.929688 Penalty: 3598.072266
	Iteration 25F: 3 clusters Score -115929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -201546.750000 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -201546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -198557.968750 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -198558 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -199203.937500 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -199203.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -199357.218750 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -199357.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -199440.515625 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -199440.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -199499.546875 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -199499.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -199552.609375 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -199552.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -199586.390625 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -199586.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -199607.687500 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -199607.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -199631.328125 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -199631.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -199648.625000 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -199648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -199655.234375 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -199655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -199662.296875 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -199662.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -199673.406250 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -199673.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -199683.093750 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -199683.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -199690.968750 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -199691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -199693.171875 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -199693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -199699.687500 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -199699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -199706.203125 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -199706.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -199710.312500 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -199710.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -199713.218750 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -199713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199715.109375 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -199715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -199719.578125 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -199719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -199722.750000 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -199722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199726.921875 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -199726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199728.171875 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -199728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199729.453125 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -199729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -199731.703125 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -199731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -199733.093750 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -199733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -199734.437500 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -199734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -199736.250000 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -199736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -199737.765625 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -199737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -199737.812500 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -199737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -199739.390625 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -199739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -199741.171875 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -199741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -199741.656250 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -199741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -199741.656250 Penalty: 3901.133301
	Iteration 35F: 3 clusters Score -199741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (13199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Entering Unmasked Estep 
Score: -1025772.750000 Penalty: 2352.998291
	Iteration 0F: 2 clusters Score -1025773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1016090.562500 Penalty: 4705.996582
	Iteration 0F: 3 clusters Score -1016091 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1019188.312500 Penalty: 4705.996582
	Iteration 1F: 3 clusters Score -1019188 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1019864.437500 Penalty: 4705.996582
	Iteration 2F: 3 clusters Score -1019864 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1020646.125000 Penalty: 4705.996582
	Iteration 3F: 3 clusters Score -1020646 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1021377.750000 Penalty: 4705.996582
	Iteration 4F: 3 clusters Score -1021378 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1021980.625000 Penalty: 4705.996582
	Iteration 5F: 3 clusters Score -1021981 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1022452.500000 Penalty: 4705.996582
	Iteration 6F: 3 clusters Score -1022452 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1022800.937500 Penalty: 4705.996582
	Iteration 7Q: 3 clusters Score -1022801 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1023078.625000 Penalty: 4705.996582
	Iteration 8Q: 3 clusters Score -1023079 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1023287.875000 Penalty: 4705.996582
	Iteration 9Q: 3 clusters Score -1023288 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1023474.812500 Penalty: 4705.996582
	Iteration 10Q: 3 clusters Score -1023475 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1023662.000000 Penalty: 4705.996582
	Iteration 11Q: 3 clusters Score -1023662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1023830.875000 Penalty: 4705.996582
	Iteration 12Q: 3 clusters Score -1023831 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1023983.562500 Penalty: 4705.996582
	Iteration 13Q: 3 clusters Score -1023984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1024083.750000 Penalty: 4705.996582
	Iteration 14Q: 3 clusters Score -1024084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1024159.125000 Penalty: 4705.996582
	Iteration 15Q: 3 clusters Score -1024159 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1024215.562500 Penalty: 4705.996582
	Iteration 16Q: 3 clusters Score -1024216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1024270.625000 Penalty: 4705.996582
	Iteration 17Q: 3 clusters Score -1024271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1024306.750000 Penalty: 4705.996582
	Iteration 18Q: 3 clusters Score -1024307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1024332.562500 Penalty: 4705.996582
	Iteration 19Q: 3 clusters Score -1024333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1024360.312500 Penalty: 4705.996582
	Iteration 20F: 3 clusters Score -1024360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1024395.500000 Penalty: 4705.996582
	Iteration 21Q: 3 clusters Score -1024396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1024425.187500 Penalty: 4705.996582
	Iteration 22Q: 3 clusters Score -1024425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1024460.000000 Penalty: 4705.996582
	Iteration 23Q: 3 clusters Score -1024460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1024486.312500 Penalty: 4705.996582
	Iteration 24Q: 3 clusters Score -1024486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1024509.812500 Penalty: 4705.996582
	Iteration 25Q: 3 clusters Score -1024510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1024549.375000 Penalty: 4705.996582
	Iteration 26Q: 3 clusters Score -1024549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1024565.375000 Penalty: 4705.996582
	Iteration 27Q: 3 clusters Score -1024565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1024585.500000 Penalty: 4705.996582
	Iteration 28Q: 3 clusters Score -1024586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1024603.187500 Penalty: 4705.996582
	Iteration 29Q: 3 clusters Score -1024603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1024620.937500 Penalty: 4705.996582
	Iteration 30Q: 3 clusters Score -1024621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1024631.375000 Penalty: 4705.996582
	Iteration 31Q: 3 clusters Score -1024631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1024643.062500 Penalty: 4705.996582
	Iteration 32Q: 3 clusters Score -1024643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1024648.875000 Penalty: 4705.996582
	Iteration 33Q: 3 clusters Score -1024649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1024649.812500 Penalty: 4705.996582
	Iteration 34Q: 3 clusters Score -1024650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1024657.625000 Penalty: 4705.996582
	Iteration 35Q: 3 clusters Score -1024658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1024659.812500 Penalty: 4705.996582
	Iteration 36Q: 3 clusters Score -1024660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1024660.062500 Penalty: 4705.996582
	Iteration 37Q: 3 clusters Score -1024660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1024665.500000 Penalty: 4705.996582
	Iteration 38Q: 3 clusters Score -1024666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1024667.750000 Penalty: 4705.996582
	Iteration 39Q: 3 clusters Score -1024668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1024669.812500 Penalty: 4705.996582
	Iteration 40F: 3 clusters Score -1024670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1024669.125000 Penalty: 4705.996582
	Iteration 41Q: 3 clusters Score -1024669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1024670.687500 Penalty: 4705.996582
	Iteration 42Q: 3 clusters Score -1024671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1024669.812500 Penalty: 4705.996582
	Iteration 43Q: 3 clusters Score -1024670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1024669.812500 Penalty: 4705.996582
	Iteration 44F: 3 clusters Score -1024670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -390668.218750 Penalty: 2110.621826
	Iteration 0F: 2 clusters Score -390668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -386187.906250 Penalty: 4221.243652
	Iteration 0F: 3 clusters Score -386187.9 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -387273.187500 Penalty: 4221.243652
	Iteration 1F: 3 clusters Score -387273.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -387456.218750 Penalty: 4221.243652
	Iteration 2F: 3 clusters Score -387456.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -387561.000000 Penalty: 4221.243652
	Iteration 3Q: 3 clusters Score -387561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -387625.343750 Penalty: 4221.243652
	Iteration 4Q: 3 clusters Score -387625.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -387675.937500 Penalty: 4221.243652
	Iteration 5Q: 3 clusters Score -387675.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -387718.125000 Penalty: 4221.243652
	Iteration 6Q: 3 clusters Score -387718.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -387751.187500 Penalty: 4221.243652
	Iteration 7Q: 3 clusters Score -387751.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -387777.437500 Penalty: 4221.243652
	Iteration 8Q: 3 clusters Score -387777.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -387801.187500 Penalty: 4221.243652
	Iteration 9Q: 3 clusters Score -387801.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -387824.687500 Penalty: 4221.243652
	Iteration 10Q: 3 clusters Score -387824.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -387844.812500 Penalty: 4221.243652
	Iteration 11Q: 3 clusters Score -387844.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -387863.625000 Penalty: 4221.243652
	Iteration 12Q: 3 clusters Score -387863.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -387876.531250 Penalty: 4221.243652
	Iteration 13Q: 3 clusters Score -387876.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -387888.500000 Penalty: 4221.243652
	Iteration 14Q: 3 clusters Score -387888.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -387896.406250 Penalty: 4221.243652
	Iteration 15Q: 3 clusters Score -387896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -387907.093750 Penalty: 4221.243652
	Iteration 16Q: 3 clusters Score -387907.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -387916.062500 Penalty: 4221.243652
	Iteration 17Q: 3 clusters Score -387916.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -387927.375000 Penalty: 4221.243652
	Iteration 18Q: 3 clusters Score -387927.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -387939.531250 Penalty: 4221.243652
	Iteration 19Q: 3 clusters Score -387939.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -387952.781250 Penalty: 4221.243652
	Iteration 20F: 3 clusters Score -387952.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -387965.187500 Penalty: 4221.243652
	Iteration 21Q: 3 clusters Score -387965.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -387981.437500 Penalty: 4221.243652
	Iteration 22Q: 3 clusters Score -387981.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -388000.218750 Penalty: 4221.243652
	Iteration 23Q: 3 clusters Score -388000.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -388024.312500 Penalty: 4221.243652
	Iteration 24Q: 3 clusters Score -388024.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -388044.312500 Penalty: 4221.243652
	Iteration 25Q: 3 clusters Score -388044.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -388063.062500 Penalty: 4221.243652
	Iteration 26Q: 3 clusters Score -388063.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -388085.281250 Penalty: 4221.243652
	Iteration 27Q: 3 clusters Score -388085.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -388106.281250 Penalty: 4221.243652
	Iteration 28Q: 3 clusters Score -388106.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -388130.500000 Penalty: 4221.243652
	Iteration 29Q: 3 clusters Score -388130.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -388164.531250 Penalty: 4221.243652
	Iteration 30Q: 3 clusters Score -388164.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -388191.031250 Penalty: 4221.243652
	Iteration 31Q: 3 clusters Score -388191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -388215.750000 Penalty: 4221.243652
	Iteration 32Q: 3 clusters Score -388215.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -388241.718750 Penalty: 4221.243652
	Iteration 33Q: 3 clusters Score -388241.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -388266.500000 Penalty: 4221.243652
	Iteration 34Q: 3 clusters Score -388266.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -388293.968750 Penalty: 4221.243652
	Iteration 35Q: 3 clusters Score -388294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -388325.312500 Penalty: 4221.243652
	Iteration 36Q: 3 clusters Score -388325.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -388359.031250 Penalty: 4221.243652
	Iteration 37Q: 3 clusters Score -388359 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -388403.125000 Penalty: 4221.243652
	Iteration 38Q: 3 clusters Score -388403.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -388452.406250 Penalty: 4221.243652
	Iteration 39Q: 3 clusters Score -388452.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -388494.125000 Penalty: 4221.243652
	Iteration 40F: 3 clusters Score -388494.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -388526.812500 Penalty: 4221.243652
	Iteration 41Q: 3 clusters Score -388526.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -388549.625000 Penalty: 4221.243652
	Iteration 42Q: 3 clusters Score -388549.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -388576.250000 Penalty: 4221.243652
	Iteration 43Q: 3 clusters Score -388576.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -388598.906250 Penalty: 4221.243652
	Iteration 44Q: 3 clusters Score -388598.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -388627.812500 Penalty: 4221.243652
	Iteration 45Q: 3 clusters Score -388627.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -388652.375000 Penalty: 4221.243652
	Iteration 46Q: 3 clusters Score -388652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -388678.406250 Penalty: 4221.243652
	Iteration 47Q: 3 clusters Score -388678.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -388698.625000 Penalty: 4221.243652
	Iteration 48Q: 3 clusters Score -388698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -388714.843750 Penalty: 4221.243652
	Iteration 49Q: 3 clusters Score -388714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -388731.156250 Penalty: 4221.243652
	Iteration 50Q: 3 clusters Score -388731.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -388743.656250 Penalty: 4221.243652
	Iteration 51Q: 3 clusters Score -388743.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -388757.968750 Penalty: 4221.243652
	Iteration 52Q: 3 clusters Score -388758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -388772.187500 Penalty: 4221.243652
	Iteration 53Q: 3 clusters Score -388772.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -388784.281250 Penalty: 4221.243652
	Iteration 54Q: 3 clusters Score -388784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -388788.843750 Penalty: 4221.243652
	Iteration 55Q: 3 clusters Score -388788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -388794.937500 Penalty: 4221.243652
	Iteration 56Q: 3 clusters Score -388794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -388798.125000 Penalty: 4221.243652
	Iteration 57Q: 3 clusters Score -388798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -388806.750000 Penalty: 4221.243652
	Iteration 58Q: 3 clusters Score -388806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -388815.593750 Penalty: 4221.243652
	Iteration 59Q: 3 clusters Score -388815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -388820.156250 Penalty: 4221.243652
	Iteration 60F: 3 clusters Score -388820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -388824.781250 Penalty: 4221.243652
	Iteration 61Q: 3 clusters Score -388824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -388827.468750 Penalty: 4221.243652
	Iteration 62Q: 3 clusters Score -388827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -388830.937500 Penalty: 4221.243652
	Iteration 63Q: 3 clusters Score -388830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -388832.750000 Penalty: 4221.243652
	Iteration 64Q: 3 clusters Score -388832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -388836.656250 Penalty: 4221.243652
	Iteration 65Q: 3 clusters Score -388836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -388845.218750 Penalty: 4221.243652
	Iteration 66Q: 3 clusters Score -388845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -388850.875000 Penalty: 4221.243652
	Iteration 67Q: 3 clusters Score -388850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -388856.218750 Penalty: 4221.243652
	Iteration 68Q: 3 clusters Score -388856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -388859.562500 Penalty: 4221.243652
	Iteration 69Q: 3 clusters Score -388859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -388862.437500 Penalty: 4221.243652
	Iteration 70Q: 3 clusters Score -388862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -388863.843750 Penalty: 4221.243652
	Iteration 71Q: 3 clusters Score -388863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -388868.937500 Penalty: 4221.243652
	Iteration 72Q: 3 clusters Score -388868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -388873.312500 Penalty: 4221.243652
	Iteration 73Q: 3 clusters Score -388873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -388875.250000 Penalty: 4221.243652
	Iteration 74Q: 3 clusters Score -388875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -388877.625000 Penalty: 4221.243652
	Iteration 75Q: 3 clusters Score -388877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -388878.656250 Penalty: 4221.243652
	Iteration 76Q: 3 clusters Score -388878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -388878.656250 Penalty: 4221.243652
	Iteration 77F: 3 clusters Score -388878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -362841.093750 Penalty: 2036.716919
	Iteration 0F: 2 clusters Score -362841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -359138.031250 Penalty: 4073.433838
	Iteration 0F: 3 clusters Score -359138 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -360025.500000 Penalty: 4073.433838
	Iteration 1F: 3 clusters Score -360025.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -360296.343750 Penalty: 4073.433838
	Iteration 2F: 3 clusters Score -360296.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -360486.343750 Penalty: 4073.433838
	Iteration 3F: 3 clusters Score -360486.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -360610.875000 Penalty: 4073.433838
	Iteration 4Q: 3 clusters Score -360610.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -360708.406250 Penalty: 4073.433838
	Iteration 5Q: 3 clusters Score -360708.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -360788.312500 Penalty: 4073.433838
	Iteration 6Q: 3 clusters Score -360788.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -360873.000000 Penalty: 4073.433838
	Iteration 7Q: 3 clusters Score -360873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -360946.281250 Penalty: 4073.433838
	Iteration 8Q: 3 clusters Score -360946.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -361021.000000 Penalty: 4073.433838
	Iteration 9Q: 3 clusters Score -361021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -361073.156250 Penalty: 4073.433838
	Iteration 10Q: 3 clusters Score -361073.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -361136.937500 Penalty: 4073.433838
	Iteration 11Q: 3 clusters Score -361136.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -361198.562500 Penalty: 4073.433838
	Iteration 12Q: 3 clusters Score -361198.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -361278.875000 Penalty: 4073.433838
	Iteration 13Q: 3 clusters Score -361278.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -361331.500000 Penalty: 4073.433838
	Iteration 14Q: 3 clusters Score -361331.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -361379.812500 Penalty: 4073.433838
	Iteration 15Q: 3 clusters Score -361379.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -361410.000000 Penalty: 4073.433838
	Iteration 16Q: 3 clusters Score -361410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -361442.593750 Penalty: 4073.433838
	Iteration 17Q: 3 clusters Score -361442.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -361479.875000 Penalty: 4073.433838
	Iteration 18Q: 3 clusters Score -361479.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -361505.906250 Penalty: 4073.433838
	Iteration 19Q: 3 clusters Score -361505.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -361524.750000 Penalty: 4073.433838
	Iteration 20F: 3 clusters Score -361524.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -361540.968750 Penalty: 4073.433838
	Iteration 21Q: 3 clusters Score -361541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -361549.437500 Penalty: 4073.433838
	Iteration 22Q: 3 clusters Score -361549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -361558.281250 Penalty: 4073.433838
	Iteration 23Q: 3 clusters Score -361558.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -361564.375000 Penalty: 4073.433838
	Iteration 24Q: 3 clusters Score -361564.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -361569.968750 Penalty: 4073.433838
	Iteration 25Q: 3 clusters Score -361570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -361576.156250 Penalty: 4073.433838
	Iteration 26Q: 3 clusters Score -361576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -361579.781250 Penalty: 4073.433838
	Iteration 27Q: 3 clusters Score -361579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -361586.406250 Penalty: 4073.433838
	Iteration 28Q: 3 clusters Score -361586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -361592.656250 Penalty: 4073.433838
	Iteration 29Q: 3 clusters Score -361592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -361599.625000 Penalty: 4073.433838
	Iteration 30Q: 3 clusters Score -361599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -361606.687500 Penalty: 4073.433838
	Iteration 31Q: 3 clusters Score -361606.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -361613.250000 Penalty: 4073.433838
	Iteration 32Q: 3 clusters Score -361613.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -361619.906250 Penalty: 4073.433838
	Iteration 33Q: 3 clusters Score -361619.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -361624.531250 Penalty: 4073.433838
	Iteration 34Q: 3 clusters Score -361624.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -361629.031250 Penalty: 4073.433838
	Iteration 35Q: 3 clusters Score -361629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -361629.750000 Penalty: 4073.433838
	Iteration 36Q: 3 clusters Score -361629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -361631.750000 Penalty: 4073.433838
	Iteration 37Q: 3 clusters Score -361631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361632.500000 Penalty: 4073.433838
	Iteration 38Q: 3 clusters Score -361632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361632.500000 Penalty: 4073.433838
	Iteration 39F: 3 clusters Score -361632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -97319.593750 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -97319.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95315.710938 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -95315.71 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95594.726562 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -95594.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95673.585938 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -95673.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95726.578125 Penalty: 3454.679688
	Iteration 3Q: 3 clusters Score -95726.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95769.429688 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -95769.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95808.218750 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -95808.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95833.742188 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -95833.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95856.789062 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -95856.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95890.445312 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -95890.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95918.804688 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -95918.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95934.250000 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -95934.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95942.835938 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -95942.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95946.601562 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -95946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95951.570312 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -95951.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95953.359375 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -95953.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95954.328125 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -95954.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -95956.039062 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -95956.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95957.140625 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -95957.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95957.140625 Penalty: 3454.679688
	Iteration 18F: 3 clusters Score -95957.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (22356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Entering Unmasked Estep 
Score: -1648617.750000 Penalty: 2483.682617
	Iteration 0F: 2 clusters Score -1648618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1632933.125000 Penalty: 4967.365234
	Iteration 0F: 3 clusters Score -1632933 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1638462.375000 Penalty: 4967.365234
	Iteration 1F: 3 clusters Score -1638462 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1639134.500000 Penalty: 4967.365234
	Iteration 2F: 3 clusters Score -1639134 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1639761.750000 Penalty: 4967.365234
	Iteration 3F: 3 clusters Score -1639762 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1640404.000000 Penalty: 4967.365234
	Iteration 4F: 3 clusters Score -1640404 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1641094.750000 Penalty: 4967.365234
	Iteration 5F: 3 clusters Score -1641095 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1641800.250000 Penalty: 4967.365234
	Iteration 6F: 3 clusters Score -1641800 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1642420.375000 Penalty: 4967.365234
	Iteration 7F: 3 clusters Score -1642420 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1643035.000000 Penalty: 4967.365234
	Iteration 8Q: 3 clusters Score -1643035 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1643585.375000 Penalty: 4967.365234
	Iteration 9Q: 3 clusters Score -1643585 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1644078.375000 Penalty: 4967.365234
	Iteration 10Q: 3 clusters Score -1644078 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1644533.875000 Penalty: 4967.365234
	Iteration 11Q: 3 clusters Score -1644534 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1644909.750000 Penalty: 4967.365234
	Iteration 12Q: 3 clusters Score -1644910 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1645244.000000 Penalty: 4967.365234
	Iteration 13Q: 3 clusters Score -1645244 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1645532.375000 Penalty: 4967.365234
	Iteration 14Q: 3 clusters Score -1645532 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1645795.500000 Penalty: 4967.365234
	Iteration 15Q: 3 clusters Score -1645796 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1646000.250000 Penalty: 4967.365234
	Iteration 16Q: 3 clusters Score -1646000 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1646176.625000 Penalty: 4967.365234
	Iteration 17Q: 3 clusters Score -1646177 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1646332.875000 Penalty: 4967.365234
	Iteration 18Q: 3 clusters Score -1646333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1646453.625000 Penalty: 4967.365234
	Iteration 19Q: 3 clusters Score -1646454 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1646560.000000 Penalty: 4967.365234
	Iteration 20F: 3 clusters Score -1646560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1646630.125000 Penalty: 4967.365234
	Iteration 21Q: 3 clusters Score -1646630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1646694.875000 Penalty: 4967.365234
	Iteration 22Q: 3 clusters Score -1646695 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1646740.375000 Penalty: 4967.365234
	Iteration 23Q: 3 clusters Score -1646740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1646769.125000 Penalty: 4967.365234
	Iteration 24Q: 3 clusters Score -1646769 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1646803.625000 Penalty: 4967.365234
	Iteration 25Q: 3 clusters Score -1646804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1646832.125000 Penalty: 4967.365234
	Iteration 26Q: 3 clusters Score -1646832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1646859.000000 Penalty: 4967.365234
	Iteration 27Q: 3 clusters Score -1646859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1646874.500000 Penalty: 4967.365234
	Iteration 28Q: 3 clusters Score -1646874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1646880.125000 Penalty: 4967.365234
	Iteration 29Q: 3 clusters Score -1646880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1646884.625000 Penalty: 4967.365234
	Iteration 30Q: 3 clusters Score -1646885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1646891.125000 Penalty: 4967.365234
	Iteration 31Q: 3 clusters Score -1646891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1646902.000000 Penalty: 4967.365234
	Iteration 32Q: 3 clusters Score -1646902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1646908.250000 Penalty: 4967.365234
	Iteration 33Q: 3 clusters Score -1646908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1646920.125000 Penalty: 4967.365234
	Iteration 34Q: 3 clusters Score -1646920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1646925.750000 Penalty: 4967.365234
	Iteration 35Q: 3 clusters Score -1646926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1646934.000000 Penalty: 4967.365234
	Iteration 36Q: 3 clusters Score -1646934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1646936.500000 Penalty: 4967.365234
	Iteration 37Q: 3 clusters Score -1646936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1646940.750000 Penalty: 4967.365234
	Iteration 38Q: 3 clusters Score -1646941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1646950.000000 Penalty: 4967.365234
	Iteration 39Q: 3 clusters Score -1646950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1646956.125000 Penalty: 4967.365234
	Iteration 40F: 3 clusters Score -1646956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1646961.375000 Penalty: 4967.365234
	Iteration 41Q: 3 clusters Score -1646961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1646969.375000 Penalty: 4967.365234
	Iteration 42Q: 3 clusters Score -1646969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1646977.000000 Penalty: 4967.365234
	Iteration 43Q: 3 clusters Score -1646977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1646985.625000 Penalty: 4967.365234
	Iteration 44Q: 3 clusters Score -1646986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1646990.250000 Penalty: 4967.365234
	Iteration 45Q: 3 clusters Score -1646990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1646996.250000 Penalty: 4967.365234
	Iteration 46Q: 3 clusters Score -1646996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1647001.000000 Penalty: 4967.365234
	Iteration 47Q: 3 clusters Score -1647001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1647007.000000 Penalty: 4967.365234
	Iteration 48Q: 3 clusters Score -1647007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1647008.000000 Penalty: 4967.365234
	Iteration 49Q: 3 clusters Score -1647008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1647007.500000 Penalty: 4967.365234
	Iteration 50Q: 3 clusters Score -1647008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1647008.375000 Penalty: 4967.365234
	Iteration 51Q: 3 clusters Score -1647008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1647009.500000 Penalty: 4967.365234
	Iteration 52Q: 3 clusters Score -1647010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1647010.125000 Penalty: 4967.365234
	Iteration 53Q: 3 clusters Score -1647010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1647011.750000 Penalty: 4967.365234
	Iteration 54Q: 3 clusters Score -1647012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1647013.875000 Penalty: 4967.365234
	Iteration 55Q: 3 clusters Score -1647014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1647014.250000 Penalty: 4967.365234
	Iteration 56Q: 3 clusters Score -1647014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1647013.125000 Penalty: 4967.365234
	Iteration 57Q: 3 clusters Score -1647013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1647014.125000 Penalty: 4967.365234
	Iteration 58Q: 3 clusters Score -1647014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1647014.125000 Penalty: 4967.365234
	Iteration 59F: 3 clusters Score -1647014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -237619.078125 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -237619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -234242.062500 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -234242.1 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -234901.484375 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -234901.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -235056.703125 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -235056.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -235171.078125 Penalty: 4008.564941
	Iteration 3Q: 3 clusters Score -235171.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -235272.156250 Penalty: 4008.564941
	Iteration 4Q: 3 clusters Score -235272.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -235324.984375 Penalty: 4008.564941
	Iteration 5Q: 3 clusters Score -235325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -235366.937500 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -235366.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -235401.937500 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -235401.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -235431.796875 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -235431.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -235451.156250 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -235451.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -235462.640625 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -235462.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -235472.812500 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -235472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -235478.734375 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -235478.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -235485.000000 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -235485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -235488.468750 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -235488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235492.265625 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -235492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -235494.531250 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -235494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -235496.375000 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -235496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -235498.718750 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -235498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -235501.218750 Penalty: 4008.564941
	Iteration 19Q: 3 clusters Score -235501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -235502.593750 Penalty: 4008.564941
	Iteration 20F: 3 clusters Score -235502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -235503.062500 Penalty: 4008.564941
	Iteration 21Q: 3 clusters Score -235503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -235503.312500 Penalty: 4008.564941
	Iteration 22Q: 3 clusters Score -235503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235504.062500 Penalty: 4008.564941
	Iteration 23Q: 3 clusters Score -235504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235504.734375 Penalty: 4008.564941
	Iteration 24Q: 3 clusters Score -235504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -235504.734375 Penalty: 4008.564941
	Iteration 25F: 3 clusters Score -235504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -497225.593750 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -497225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -491416.312500 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -491416.3 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -493014.468750 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -493014.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -493326.906250 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -493326.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -493589.843750 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -493589.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -493887.125000 Penalty: 4395.089355
	Iteration 4F: 3 clusters Score -493887.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -494256.531250 Penalty: 4395.089355
	Iteration 5F: 3 clusters Score -494256.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -494637.625000 Penalty: 4395.089355
	Iteration 6F: 3 clusters Score -494637.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -494968.593750 Penalty: 4395.089355
	Iteration 7F: 3 clusters Score -494968.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -495253.937500 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -495253.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -495484.531250 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -495484.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -495642.406250 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -495642.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -495730.250000 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -495730.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -495787.062500 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -495787.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -495835.031250 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -495835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -495881.500000 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -495881.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -495915.281250 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -495915.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -495946.250000 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -495946.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -495976.750000 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -495976.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -495997.750000 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -495997.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -496014.000000 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -496014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -496025.062500 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -496025.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -496034.000000 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -496034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -496042.312500 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -496042.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -496050.312500 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -496050.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -496060.562500 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -496060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -496072.250000 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -496072.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -496081.875000 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -496081.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -496094.406250 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -496094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -496104.468750 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -496104.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -496111.218750 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -496111.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -496118.593750 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -496118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -496123.750000 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -496123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -496129.375000 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -496129.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -496135.875000 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -496135.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -496139.531250 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -496139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -496141.093750 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -496141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -496142.781250 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -496142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -496143.906250 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -496143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -496147.437500 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -496147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -496150.000000 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -496150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -496151.968750 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -496152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -496152.250000 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -496152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -496153.218750 Penalty: 4395.089355
	Iteration 42Q: 3 clusters Score -496153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -496157.093750 Penalty: 4395.089355
	Iteration 43Q: 3 clusters Score -496157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -496158.031250 Penalty: 4395.089355
	Iteration 44Q: 3 clusters Score -496158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -496158.781250 Penalty: 4395.089355
	Iteration 45Q: 3 clusters Score -496158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -496158.781250 Penalty: 4395.089355
	Iteration 46F: 3 clusters Score -496158.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -682977.812500 Penalty: 2187.899414
	Iteration 0F: 2 clusters Score -682977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -677309.562500 Penalty: 4375.798828
	Iteration 0F: 3 clusters Score -677309.6 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -678862.187500 Penalty: 4375.798828
	Iteration 1F: 3 clusters Score -678862.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -679127.375000 Penalty: 4375.798828
	Iteration 2F: 3 clusters Score -679127.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -679293.750000 Penalty: 4375.798828
	Iteration 3F: 3 clusters Score -679293.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -679422.937500 Penalty: 4375.798828
	Iteration 4Q: 3 clusters Score -679422.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -679534.625000 Penalty: 4375.798828
	Iteration 5Q: 3 clusters Score -679534.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -679638.437500 Penalty: 4375.798828
	Iteration 6Q: 3 clusters Score -679638.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -679751.437500 Penalty: 4375.798828
	Iteration 7Q: 3 clusters Score -679751.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -679887.625000 Penalty: 4375.798828
	Iteration 8Q: 3 clusters Score -679887.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -680040.625000 Penalty: 4375.798828
	Iteration 9Q: 3 clusters Score -680040.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -680206.187500 Penalty: 4375.798828
	Iteration 10Q: 3 clusters Score -680206.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -680403.250000 Penalty: 4375.798828
	Iteration 11Q: 3 clusters Score -680403.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -680644.625000 Penalty: 4375.798828
	Iteration 12Q: 3 clusters Score -680644.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -680910.500000 Penalty: 4375.798828
	Iteration 13Q: 3 clusters Score -680910.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -681129.187500 Penalty: 4375.798828
	Iteration 14Q: 3 clusters Score -681129.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -681258.750000 Penalty: 4375.798828
	Iteration 15Q: 3 clusters Score -681258.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -681331.812500 Penalty: 4375.798828
	Iteration 16Q: 3 clusters Score -681331.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -681376.375000 Penalty: 4375.798828
	Iteration 17Q: 3 clusters Score -681376.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -681419.125000 Penalty: 4375.798828
	Iteration 18Q: 3 clusters Score -681419.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -681453.937500 Penalty: 4375.798828
	Iteration 19Q: 3 clusters Score -681453.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -681488.437500 Penalty: 4375.798828
	Iteration 20F: 3 clusters Score -681488.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -681510.625000 Penalty: 4375.798828
	Iteration 21Q: 3 clusters Score -681510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -681520.125000 Penalty: 4375.798828
	Iteration 22Q: 3 clusters Score -681520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -681528.125000 Penalty: 4375.798828
	Iteration 23Q: 3 clusters Score -681528.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -681532.312500 Penalty: 4375.798828
	Iteration 24Q: 3 clusters Score -681532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -681535.625000 Penalty: 4375.798828
	Iteration 25Q: 3 clusters Score -681535.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -681537.250000 Penalty: 4375.798828
	Iteration 26Q: 3 clusters Score -681537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -681537.437500 Penalty: 4375.798828
	Iteration 27Q: 3 clusters Score -681537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -681537.437500 Penalty: 4375.798828
	Iteration 28F: 3 clusters Score -681537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -538679.625000 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -538679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -533783.812500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -533783.8 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -534953.062500 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -534953.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -535160.812500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -535160.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -535302.875000 Penalty: 4285.147949
	Iteration 3Q: 3 clusters Score -535302.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -535418.187500 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -535418.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -535511.250000 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -535511.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -535594.500000 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -535594.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -535678.562500 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -535678.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -535753.875000 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -535753.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -535825.312500 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -535825.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -535918.250000 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -535918.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -536003.250000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -536003.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -536081.500000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -536081.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -536152.625000 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -536152.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -536218.625000 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -536218.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -536290.812500 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -536290.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -536364.437500 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -536364.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -536436.000000 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -536436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -536509.062500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -536509.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -536571.375000 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -536571.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -536630.562500 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -536630.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -536695.375000 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -536695.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -536746.000000 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -536746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -536792.562500 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -536792.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -536822.937500 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -536822.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -536848.187500 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -536848.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -536873.625000 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -536873.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -536885.750000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -536885.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -536895.375000 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -536895.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -536903.812500 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -536903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -536908.562500 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -536908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -536912.062500 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -536912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -536912.250000 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -536912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -536912.250000 Penalty: 4285.147949
	Iteration 33F: 3 clusters Score -536912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6370 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111604 members 
Mstep: Class 14 contains 11498 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169224 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38745 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143041 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27230 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17176 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14030 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18801 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74637 members 
Mstep: Class 46 contains 5863 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120722 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16802 members 
Mstep: Class 53 contains 1547 members 
Mstep: Class 54 contains 107205 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110430 members 
Mstep: Class 58 contains 1414 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22356 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6783 members 
Mstep: Class 68 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816576.000000 Penalty: 242702.312500
Iteration 159Q: 69 clusters Score -1.508166e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163480 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51715 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111614 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38735 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43707 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143035 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27214 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 17173 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2073 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11990 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14034 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18780 members 
Mstep: Class 43 contains 4270 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 74609 members 
Mstep: Class 46 contains 5859 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120723 members 
Mstep: Class 51 contains 128602 members 
Mstep: Class 52 contains 16801 members 
Mstep: Class 53 contains 1549 members 
Mstep: Class 54 contains 107220 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110470 members 
Mstep: Class 58 contains 1413 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13203 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6801 members 
Mstep: Class 68 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 160F: 69 clusters Score -1.508164e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163480 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51714 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111624 members 
Mstep: Class 14 contains 11480 members 
Mstep: Class 15 contains 20117 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38724 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43709 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 143017 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27205 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 17169 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11989 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14040 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18755 members 
Mstep: Class 43 contains 4270 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 74581 members 
Mstep: Class 46 contains 5860 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11997 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120727 members 
Mstep: Class 51 contains 128603 members 
Mstep: Class 52 contains 16803 members 
Mstep: Class 53 contains 1551 members 
Mstep: Class 54 contains 107235 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110509 members 
Mstep: Class 58 contains 1422 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13203 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3686 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6819 members 
Mstep: Class 68 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816352.000000 Penalty: 242702.312500
Iteration 161Q: 69 clusters Score -1.508164e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163475 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51713 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111633 members 
Mstep: Class 14 contains 11480 members 
Mstep: Class 15 contains 20118 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38711 members 
Mstep: Class 21 contains 33629 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43711 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 142996 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27192 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 17166 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11988 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14050 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18729 members 
Mstep: Class 43 contains 4270 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 74555 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120730 members 
Mstep: Class 51 contains 128609 members 
Mstep: Class 52 contains 16803 members 
Mstep: Class 53 contains 1549 members 
Mstep: Class 54 contains 107261 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110543 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13204 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6835 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816480.000000 Penalty: 242702.312500
Iteration 162Q: 69 clusters Score -1.508165e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163470 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51714 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111634 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 20120 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38706 members 
Mstep: Class 21 contains 33628 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43713 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 499 members 
Mstep: Class 26 contains 142978 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27182 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 17162 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4914 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11987 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14056 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18721 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 74526 members 
Mstep: Class 46 contains 5859 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11999 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120731 members 
Mstep: Class 51 contains 128615 members 
Mstep: Class 52 contains 16801 members 
Mstep: Class 53 contains 1549 members 
Mstep: Class 54 contains 107286 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110568 members 
Mstep: Class 58 contains 1432 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13205 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6846 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 163Q: 69 clusters Score -1.508163e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163470 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51716 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 111638 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 20120 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38699 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43717 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 142957 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27175 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 17157 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4914 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11987 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14065 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18709 members 
Mstep: Class 43 contains 4266 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 74506 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12001 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120730 members 
Mstep: Class 51 contains 128615 members 
Mstep: Class 52 contains 16797 members 
Mstep: Class 53 contains 1550 members 
Mstep: Class 54 contains 107311 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110584 members 
Mstep: Class 58 contains 1432 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13205 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3687 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6859 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 164Q: 69 clusters Score -1.508163e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163470 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51720 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 111650 members 
Mstep: Class 14 contains 11485 members 
Mstep: Class 15 contains 20116 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38690 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43722 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 142933 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27162 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 17155 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4913 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14071 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18686 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 74500 members 
Mstep: Class 46 contains 5859 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12003 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120729 members 
Mstep: Class 51 contains 128614 members 
Mstep: Class 52 contains 16798 members 
Mstep: Class 53 contains 1551 members 
Mstep: Class 54 contains 107330 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110598 members 
Mstep: Class 58 contains 1436 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13203 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3688 members 
Mstep: Class 63 contains 1057 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6871 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 165Q: 69 clusters Score -1.508163e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163469 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51723 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111652 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 20116 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38678 members 
Mstep: Class 21 contains 33631 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43725 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142923 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27143 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 17154 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4913 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14078 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18661 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 74502 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12004 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120729 members 
Mstep: Class 51 contains 128614 members 
Mstep: Class 52 contains 16800 members 
Mstep: Class 53 contains 1554 members 
Mstep: Class 54 contains 107347 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110612 members 
Mstep: Class 58 contains 1431 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13203 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3689 members 
Mstep: Class 63 contains 1057 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6887 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 166Q: 69 clusters Score -1.508163e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163472 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51725 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111650 members 
Mstep: Class 14 contains 11490 members 
Mstep: Class 15 contains 20116 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38669 members 
Mstep: Class 21 contains 33631 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43728 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142913 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27138 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 17153 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4914 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14084 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 18634 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74504 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12003 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120728 members 
Mstep: Class 51 contains 128612 members 
Mstep: Class 52 contains 16799 members 
Mstep: Class 53 contains 1557 members 
Mstep: Class 54 contains 107357 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110618 members 
Mstep: Class 58 contains 1427 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13202 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3690 members 
Mstep: Class 63 contains 1057 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6907 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 167Q: 69 clusters Score -1.508164e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163470 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51726 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111644 members 
Mstep: Class 14 contains 11490 members 
Mstep: Class 15 contains 20116 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38659 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43734 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142916 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27129 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 17152 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4915 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14092 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 18603 members 
Mstep: Class 43 contains 4266 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74497 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12005 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120728 members 
Mstep: Class 51 contains 128613 members 
Mstep: Class 52 contains 16797 members 
Mstep: Class 53 contains 1560 members 
Mstep: Class 54 contains 107367 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
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Mstep: Class 58 contains 1425 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13202 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3690 members 
Mstep: Class 63 contains 1057 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6931 members 
Mstep: Class 68 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816432.000000 Penalty: 242702.312500
Iteration 168Q: 69 clusters Score -1.508164e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163468 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51733 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111643 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38652 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43739 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 504 members 
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Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27119 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 17148 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4916 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14099 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 18576 members 
Mstep: Class 43 contains 4266 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74488 members 
Mstep: Class 46 contains 5855 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12005 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120728 members 
Mstep: Class 51 contains 128615 members 
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Mstep: Class 55 contains 4391 members 
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Mstep: Class 59 contains 2605 members 
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Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
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Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6957 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816624.000000 Penalty: 242702.312500
Iteration 169Q: 69 clusters Score -1.508166e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163465 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51739 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111637 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38649 members 
Mstep: Class 21 contains 33631 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43738 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 504 members 
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Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27117 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 17147 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
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Mstep: Class 41 contains 3861 members 
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Mstep: Class 45 contains 74479 members 
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Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120730 members 
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Mstep: Class 55 contains 4391 members 
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Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13204 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
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Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6978 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816576.000000 Penalty: 242702.312500
Iteration 170Q: 69 clusters Score -1.508166e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163464 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51747 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111632 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38649 members 
Mstep: Class 21 contains 33631 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43738 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142897 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27111 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 17147 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4920 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14106 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 18547 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74468 members 
Mstep: Class 46 contains 5856 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12005 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120731 members 
Mstep: Class 51 contains 128613 members 
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Mstep: Class 54 contains 107402 members 
Mstep: Class 55 contains 4391 members 
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Mstep: Class 57 contains 110664 members 
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Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13203 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 6992 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816576.000000 Penalty: 242702.312500
Iteration 171Q: 69 clusters Score -1.508166e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163462 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111613 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38645 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43737 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142910 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27110 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 17147 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4924 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14113 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 18531 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74456 members 
Mstep: Class 46 contains 5857 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12008 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120731 members 
Mstep: Class 51 contains 128611 members 
Mstep: Class 52 contains 16759 members 
Mstep: Class 53 contains 1564 members 
Mstep: Class 54 contains 107406 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110679 members 
Mstep: Class 58 contains 1435 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13200 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7002 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816496.000000 Penalty: 242702.312500
Iteration 172Q: 69 clusters Score -1.508165e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163463 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51764 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111593 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 20113 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38643 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43738 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142921 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27117 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 17146 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14120 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 18511 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74438 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12007 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120735 members 
Mstep: Class 51 contains 128606 members 
Mstep: Class 52 contains 16749 members 
Mstep: Class 53 contains 1565 members 
Mstep: Class 54 contains 107412 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110697 members 
Mstep: Class 58 contains 1437 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7016 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816496.000000 Penalty: 242702.312500
Iteration 173Q: 69 clusters Score -1.508165e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 6367 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163463 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111579 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38638 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43740 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142934 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27115 members 
Mstep: Class 30 contains 2886 members 
Mstep: Class 31 contains 17145 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14128 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18495 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74423 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12006 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120735 members 
Mstep: Class 51 contains 128604 members 
Mstep: Class 52 contains 16745 members 
Mstep: Class 53 contains 1567 members 
Mstep: Class 54 contains 107415 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110710 members 
Mstep: Class 58 contains 1436 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7029 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816512.000000 Penalty: 242702.312500
Iteration 174Q: 69 clusters Score -1.508165e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 6366 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163462 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111551 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38629 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43738 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142939 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27112 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 17145 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4925 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14136 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18486 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74410 members 
Mstep: Class 46 contains 5858 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12005 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120734 members 
Mstep: Class 51 contains 128608 members 
Mstep: Class 52 contains 16744 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107432 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110728 members 
Mstep: Class 58 contains 1436 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7041 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816384.000000 Penalty: 242702.312500
Iteration 175Q: 69 clusters Score -1.508164e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163461 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111532 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38624 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43737 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142947 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27110 members 
Mstep: Class 30 contains 2887 members 
Mstep: Class 31 contains 17144 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14146 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18478 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74394 members 
Mstep: Class 46 contains 5861 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12005 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120733 members 
Mstep: Class 51 contains 128613 members 
Mstep: Class 52 contains 16737 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107440 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110745 members 
Mstep: Class 58 contains 1436 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7055 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 176Q: 69 clusters Score -1.508163e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163460 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111508 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38619 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43737 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142952 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27110 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 17141 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14155 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18466 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74383 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12004 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120733 members 
Mstep: Class 51 contains 128616 members 
Mstep: Class 52 contains 16731 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107440 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110763 members 
Mstep: Class 58 contains 1436 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7077 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816448.000000 Penalty: 242702.312500
Iteration 177Q: 69 clusters Score -1.508164e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163459 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51770 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111491 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38614 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142948 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27103 members 
Mstep: Class 30 contains 2889 members 
Mstep: Class 31 contains 17139 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14163 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18457 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74370 members 
Mstep: Class 46 contains 5869 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12005 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120733 members 
Mstep: Class 51 contains 128621 members 
Mstep: Class 52 contains 16727 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107451 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110787 members 
Mstep: Class 58 contains 1435 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13197 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1058 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7088 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816352.000000 Penalty: 242702.312500
Iteration 178Q: 69 clusters Score -1.508164e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163459 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51772 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111480 members 
Mstep: Class 14 contains 11483 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38608 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43731 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142952 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27103 members 
Mstep: Class 30 contains 2890 members 
Mstep: Class 31 contains 17137 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14177 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18449 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74359 members 
Mstep: Class 46 contains 5870 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12004 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120733 members 
Mstep: Class 51 contains 128623 members 
Mstep: Class 52 contains 16721 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107451 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110806 members 
Mstep: Class 58 contains 1433 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13197 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7092 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 179Q: 69 clusters Score -1.508164e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163458 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51770 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111468 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38604 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43732 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27102 members 
Mstep: Class 30 contains 2890 members 
Mstep: Class 31 contains 17134 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14188 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18438 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74354 members 
Mstep: Class 46 contains 5868 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12002 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120734 members 
Mstep: Class 51 contains 128622 members 
Mstep: Class 52 contains 16720 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107461 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110824 members 
Mstep: Class 58 contains 1432 members 
Mstep: Class 59 contains 2605 members 
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Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7103 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816416.000000 Penalty: 242702.312500
Iteration 180F: 69 clusters Score -1.508164e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6363 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163458 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51766 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111455 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38598 members 
Mstep: Class 21 contains 33635 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43733 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142943 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27102 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17133 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14192 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18434 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74349 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120734 members 
Mstep: Class 51 contains 128626 members 
Mstep: Class 52 contains 16722 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107466 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110843 members 
Mstep: Class 58 contains 1431 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7108 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816512.000000 Penalty: 242702.312500
Iteration 181Q: 69 clusters Score -1.508165e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163458 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51763 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111453 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38594 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43734 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142943 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27104 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14195 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18427 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74344 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120738 members 
Mstep: Class 51 contains 128626 members 
Mstep: Class 52 contains 16723 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107469 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110848 members 
Mstep: Class 58 contains 1431 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7114 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816544.000000 Penalty: 242702.312500
Iteration 182Q: 69 clusters Score -1.508165e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6363 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163455 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51762 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111445 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38589 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142941 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27103 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14197 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18429 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74340 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11999 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120738 members 
Mstep: Class 51 contains 128628 members 
Mstep: Class 52 contains 16725 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107474 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110857 members 
Mstep: Class 58 contains 1431 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7117 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816544.000000 Penalty: 242702.312500
Iteration 183Q: 69 clusters Score -1.508165e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163455 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51762 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111438 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38579 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43735 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142939 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27103 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14200 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18434 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74338 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120737 members 
Mstep: Class 51 contains 128636 members 
Mstep: Class 52 contains 16724 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107481 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110861 members 
Mstep: Class 58 contains 1431 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7119 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816432.000000 Penalty: 242702.312500
Iteration 184Q: 69 clusters Score -1.508164e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163452 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51761 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111427 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38572 members 
Mstep: Class 21 contains 33640 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142940 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27102 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14204 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18432 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74334 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11997 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120735 members 
Mstep: Class 51 contains 128645 members 
Mstep: Class 52 contains 16724 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107486 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110872 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13200 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7120 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816336.000000 Penalty: 242702.312500
Iteration 185Q: 69 clusters Score -1.508163e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163455 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51759 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111416 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38566 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43737 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142942 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27099 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14206 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18437 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74331 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11997 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120736 members 
Mstep: Class 51 contains 128647 members 
Mstep: Class 52 contains 16724 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107487 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110883 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13199 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7120 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 186Q: 69 clusters Score -1.508164e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163456 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111412 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38564 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142938 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27097 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14210 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18433 members 
Mstep: Class 43 contains 4266 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74328 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120738 members 
Mstep: Class 51 contains 128645 members 
Mstep: Class 52 contains 16725 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107492 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110896 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816416.000000 Penalty: 242702.312500
Iteration 187Q: 69 clusters Score -1.508164e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163456 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111407 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38564 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142938 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27100 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17130 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11986 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14208 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18432 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74324 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120740 members 
Mstep: Class 51 contains 128645 members 
Mstep: Class 52 contains 16724 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107496 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110900 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816528.000000 Penalty: 242702.312500
Iteration 188Q: 69 clusters Score -1.508165e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163456 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111405 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38564 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142931 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27101 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17129 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11985 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14211 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18434 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74320 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120740 members 
Mstep: Class 51 contains 128647 members 
Mstep: Class 52 contains 16723 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107505 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110902 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13197 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816528.000000 Penalty: 242702.312500
Iteration 189Q: 69 clusters Score -1.508165e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163455 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51756 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111400 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38563 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43736 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142922 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27107 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 5511 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14215 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18435 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74316 members 
Mstep: Class 46 contains 5866 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120741 members 
Mstep: Class 51 contains 128648 members 
Mstep: Class 52 contains 16720 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107510 members 
Mstep: Class 55 contains 4391 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110908 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816560.000000 Penalty: 242702.312500
Iteration 190Q: 69 clusters Score -1.508166e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163454 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51755 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111397 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38559 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43739 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142921 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27106 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17125 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14222 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18435 members 
Mstep: Class 43 contains 4270 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74311 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120741 members 
Mstep: Class 51 contains 128649 members 
Mstep: Class 52 contains 16719 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107507 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110922 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816480.000000 Penalty: 242702.312500
Iteration 191Q: 69 clusters Score -1.508165e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163453 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51754 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111393 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38557 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43740 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142914 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27104 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17124 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14228 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18434 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74309 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120741 members 
Mstep: Class 51 contains 128649 members 
Mstep: Class 52 contains 16716 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107513 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110932 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13198 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816432.000000 Penalty: 242702.312500
Iteration 192Q: 69 clusters Score -1.508164e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163453 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51753 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111392 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 20114 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142913 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27102 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17123 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14235 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18433 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74308 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120741 members 
Mstep: Class 51 contains 128654 members 
Mstep: Class 52 contains 16712 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107508 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110942 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13197 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816464.000000 Penalty: 242702.312500
Iteration 193Q: 69 clusters Score -1.508165e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51753 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111390 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38548 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43740 members 
Mstep: Class 24 contains 5862 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142912 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27100 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4927 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14242 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18433 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74308 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120741 members 
Mstep: Class 51 contains 128657 members 
Mstep: Class 52 contains 16711 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107503 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110951 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13195 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 194Q: 69 clusters Score -1.508164e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163449 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111390 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38545 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142908 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27096 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14244 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18434 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74306 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128659 members 
Mstep: Class 52 contains 16712 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107502 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110960 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816416.000000 Penalty: 242702.312500
Iteration 195Q: 69 clusters Score -1.508164e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163449 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111390 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14245 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18433 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74306 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128660 members 
Mstep: Class 52 contains 16712 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107508 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110963 members 
Mstep: Class 58 contains 1429 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816416.000000 Penalty: 242702.312500
Iteration 196Q: 69 clusters Score -1.508164e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163449 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111387 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27091 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14246 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18431 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74304 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11994 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128659 members 
Mstep: Class 52 contains 16712 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107510 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110965 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816416.000000 Penalty: 242702.312500
Iteration 197Q: 69 clusters Score -1.508164e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163449 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111384 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142908 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27094 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14247 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18428 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74301 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128659 members 
Mstep: Class 52 contains 16711 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107509 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110969 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816464.000000 Penalty: 242702.312500
Iteration 198Q: 69 clusters Score -1.508165e+08 nChanged 21
Entering ConstructFrom: 
Score: -150816464.000000 Penalty: 242702.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -179710.546875 Penalty: 1966.958618
	Iteration 0F: 2 clusters Score -179710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -176626.875000 Penalty: 3933.917236
	Iteration 0F: 3 clusters Score -176626.9 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -177623.156250 Penalty: 3933.917236
	Iteration 1F: 3 clusters Score -177623.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -178125.968750 Penalty: 3933.917236
	Iteration 2F: 3 clusters Score -178126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -178715.218750 Penalty: 3933.917236
	Iteration 3F: 3 clusters Score -178715.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -179202.046875 Penalty: 3933.917236
	Iteration 4F: 3 clusters Score -179202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -179524.312500 Penalty: 3933.917236
	Iteration 5F: 3 clusters Score -179524.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -179712.890625 Penalty: 3933.917236
	Iteration 6Q: 3 clusters Score -179712.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -179769.671875 Penalty: 3933.917236
	Iteration 7Q: 3 clusters Score -179769.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -179801.156250 Penalty: 3933.917236
	Iteration 8Q: 3 clusters Score -179801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -179816.812500 Penalty: 3933.917236
	Iteration 9Q: 3 clusters Score -179816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -179830.625000 Penalty: 3933.917236
	Iteration 10Q: 3 clusters Score -179830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -179838.656250 Penalty: 3933.917236
	Iteration 11Q: 3 clusters Score -179838.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -179844.578125 Penalty: 3933.917236
	Iteration 12Q: 3 clusters Score -179844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -179850.968750 Penalty: 3933.917236
	Iteration 13Q: 3 clusters Score -179851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -179859.765625 Penalty: 3933.917236
	Iteration 14Q: 3 clusters Score -179859.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -179869.765625 Penalty: 3933.917236
	Iteration 15Q: 3 clusters Score -179869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -179881.000000 Penalty: 3933.917236
	Iteration 16Q: 3 clusters Score -179881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -179891.812500 Penalty: 3933.917236
	Iteration 17Q: 3 clusters Score -179891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -179899.078125 Penalty: 3933.917236
	Iteration 18Q: 3 clusters Score -179899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -179902.234375 Penalty: 3933.917236
	Iteration 19Q: 3 clusters Score -179902.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -179907.296875 Penalty: 3933.917236
	Iteration 20F: 3 clusters Score -179907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -179909.375000 Penalty: 3933.917236
	Iteration 21Q: 3 clusters Score -179909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -179912.015625 Penalty: 3933.917236
	Iteration 22Q: 3 clusters Score -179912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -179913.781250 Penalty: 3933.917236
	Iteration 23Q: 3 clusters Score -179913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -179915.296875 Penalty: 3933.917236
	Iteration 24Q: 3 clusters Score -179915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -179916.390625 Penalty: 3933.917236
	Iteration 25Q: 3 clusters Score -179916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -179918.296875 Penalty: 3933.917236
	Iteration 26Q: 3 clusters Score -179918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -179920.921875 Penalty: 3933.917236
	Iteration 27Q: 3 clusters Score -179920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -179923.609375 Penalty: 3933.917236
	Iteration 28Q: 3 clusters Score -179923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -179923.671875 Penalty: 3933.917236
	Iteration 29Q: 3 clusters Score -179923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -179923.671875 Penalty: 3933.917236
	Iteration 30F: 3 clusters Score -179923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111386 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74299 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128658 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110976 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 1992 members 
Entering Unmasked Estep 
Score: -150814624.000000 Penalty: 246271.468750
Splitting cluster 1 changes total score from -150816464.000000 to -150814624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -345113.406250 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -345113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -340967.593750 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -340967.6 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -341942.000000 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -341942 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -342154.281250 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -342154.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -342306.093750 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -342306.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -342463.468750 Penalty: 4162.248535
	Iteration 4Q: 3 clusters Score -342463.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -342617.093750 Penalty: 4162.248535
	Iteration 5Q: 3 clusters Score -342617.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -342769.187500 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -342769.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -342910.875000 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -342910.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -343056.437500 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -343056.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -343207.312500 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -343207.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -343321.875000 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -343321.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -343416.343750 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -343416.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343518.156250 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -343518.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -343611.562500 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -343611.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -343677.968750 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -343678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -343737.000000 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -343737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -343775.531250 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -343775.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -343815.781250 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -343815.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -343847.625000 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -343847.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -343873.656250 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -343873.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -343890.000000 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -343890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -343901.906250 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -343901.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -343910.093750 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -343910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -343919.093750 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -343919.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -343923.468750 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -343923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -343925.562500 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -343925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -343927.718750 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -343927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -343929.406250 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -343929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -343930.968750 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -343931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -343934.625000 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -343934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -343934.968750 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -343935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -343936.656250 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -343936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -343938.343750 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -343938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -343940.562500 Penalty: 4162.248535
	Iteration 33Q: 3 clusters Score -343940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -343944.218750 Penalty: 4162.248535
	Iteration 34Q: 3 clusters Score -343944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -343948.468750 Penalty: 4162.248535
	Iteration 35Q: 3 clusters Score -343948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -343951.937500 Penalty: 4162.248535
	Iteration 36Q: 3 clusters Score -343951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -343953.562500 Penalty: 4162.248535
	Iteration 37Q: 3 clusters Score -343953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -343954.218750 Penalty: 4162.248535
	Iteration 38Q: 3 clusters Score -343954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -343954.218750 Penalty: 4162.248535
	Iteration 39F: 3 clusters Score -343954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -464956.937500 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -464956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -459550.312500 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -459550.3 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -460956.875000 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -460956.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -461285.875000 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -461285.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -461556.906250 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -461556.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -461816.937500 Penalty: 4343.938965
	Iteration 4F: 3 clusters Score -461816.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -462042.687500 Penalty: 4343.938965
	Iteration 5F: 3 clusters Score -462042.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -462200.812500 Penalty: 4343.938965
	Iteration 6Q: 3 clusters Score -462200.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -462327.093750 Penalty: 4343.938965
	Iteration 7Q: 3 clusters Score -462327.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -462438.281250 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -462438.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -462559.437500 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -462559.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -462724.125000 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -462724.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -462921.312500 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -462921.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -463173.625000 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -463173.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -463468.593750 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -463468.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -463769.562500 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -463769.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -463952.781250 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -463952.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -464049.093750 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -464049.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -464103.468750 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -464103.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -464132.125000 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -464132.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -464151.750000 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -464151.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -464172.875000 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -464172.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -464186.062500 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -464186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -464194.187500 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -464194.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -464199.531250 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -464199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -464202.062500 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -464202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -464204.218750 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -464204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -464206.968750 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -464207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -464208.375000 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -464208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -464211.843750 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -464211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -464214.437500 Penalty: 4343.938965
	Iteration 29Q: 3 clusters Score -464214.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -464218.437500 Penalty: 4343.938965
	Iteration 30Q: 3 clusters Score -464218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -464219.843750 Penalty: 4343.938965
	Iteration 31Q: 3 clusters Score -464219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -464222.750000 Penalty: 4343.938965
	Iteration 32Q: 3 clusters Score -464222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -464224.062500 Penalty: 4343.938965
	Iteration 33Q: 3 clusters Score -464224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -464224.812500 Penalty: 4343.938965
	Iteration 34Q: 3 clusters Score -464224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -464225.656250 Penalty: 4343.938965
	Iteration 35Q: 3 clusters Score -464225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -464227.843750 Penalty: 4343.938965
	Iteration 36Q: 3 clusters Score -464227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -464227.843750 Penalty: 4343.938965
	Iteration 37Q: 3 clusters Score -464227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -464231.937500 Penalty: 4343.938965
	Iteration 38Q: 3 clusters Score -464231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -464239.375000 Penalty: 4343.938965
	Iteration 39Q: 3 clusters Score -464239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -464242.781250 Penalty: 4343.938965
	Iteration 40F: 3 clusters Score -464242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -464248.250000 Penalty: 4343.938965
	Iteration 41Q: 3 clusters Score -464248.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -464253.531250 Penalty: 4343.938965
	Iteration 42Q: 3 clusters Score -464253.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -464260.562500 Penalty: 4343.938965
	Iteration 43Q: 3 clusters Score -464260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -464268.468750 Penalty: 4343.938965
	Iteration 44Q: 3 clusters Score -464268.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -464279.875000 Penalty: 4343.938965
	Iteration 45Q: 3 clusters Score -464279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -464295.531250 Penalty: 4343.938965
	Iteration 46Q: 3 clusters Score -464295.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -464323.750000 Penalty: 4343.938965
	Iteration 47Q: 3 clusters Score -464323.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -464346.031250 Penalty: 4343.938965
	Iteration 48Q: 3 clusters Score -464346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -464367.593750 Penalty: 4343.938965
	Iteration 49Q: 3 clusters Score -464367.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -464390.781250 Penalty: 4343.938965
	Iteration 50Q: 3 clusters Score -464390.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -464414.312500 Penalty: 4343.938965
	Iteration 51Q: 3 clusters Score -464414.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -464433.906250 Penalty: 4343.938965
	Iteration 52Q: 3 clusters Score -464433.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -464450.250000 Penalty: 4343.938965
	Iteration 53Q: 3 clusters Score -464450.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -464466.375000 Penalty: 4343.938965
	Iteration 54Q: 3 clusters Score -464466.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -464478.093750 Penalty: 4343.938965
	Iteration 55Q: 3 clusters Score -464478.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -464486.625000 Penalty: 4343.938965
	Iteration 56Q: 3 clusters Score -464486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -464492.687500 Penalty: 4343.938965
	Iteration 57Q: 3 clusters Score -464492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -464496.656250 Penalty: 4343.938965
	Iteration 58Q: 3 clusters Score -464496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -464500.093750 Penalty: 4343.938965
	Iteration 59Q: 3 clusters Score -464500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -464501.000000 Penalty: 4343.938965
	Iteration 60F: 3 clusters Score -464501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -464500.781250 Penalty: 4343.938965
	Iteration 61Q: 3 clusters Score -464500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -464501.437500 Penalty: 4343.938965
	Iteration 62Q: 3 clusters Score -464501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -464501.687500 Penalty: 4343.938965
	Iteration 63Q: 3 clusters Score -464501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -464503.687500 Penalty: 4343.938965
	Iteration 64Q: 3 clusters Score -464503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -464503.937500 Penalty: 4343.938965
	Iteration 65Q: 3 clusters Score -464503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -464506.750000 Penalty: 4343.938965
	Iteration 66Q: 3 clusters Score -464506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -464507.937500 Penalty: 4343.938965
	Iteration 67Q: 3 clusters Score -464507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -464507.812500 Penalty: 4343.938965
	Iteration 68Q: 3 clusters Score -464507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -464508.937500 Penalty: 4343.938965
	Iteration 69Q: 3 clusters Score -464508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -464509.000000 Penalty: 4343.938965
	Iteration 70Q: 3 clusters Score -464509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -464510.125000 Penalty: 4343.938965
	Iteration 71Q: 3 clusters Score -464510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -464509.625000 Penalty: 4343.938965
	Iteration 72Q: 3 clusters Score -464509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -464509.625000 Penalty: 4343.938965
	Iteration 73F: 3 clusters Score -464509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Entering Unmasked Estep 
Score: -5338975.000000 Penalty: 2753.140137
	Iteration 0F: 2 clusters Score -5338975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5294300.500000 Penalty: 5506.280273
	Iteration 0F: 3 clusters Score -5294300 nChanged 31110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -5312139.500000 Penalty: 5506.280273
	Iteration 1F: 3 clusters Score -5312140 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5312990.000000 Penalty: 5506.280273
	Iteration 2Q: 3 clusters Score -5312990 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5314018.500000 Penalty: 5506.280273
	Iteration 3Q: 3 clusters Score -5314018 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -5315241.500000 Penalty: 5506.280273
	Iteration 4Q: 3 clusters Score -5315242 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -5316619.000000 Penalty: 5506.280273
	Iteration 5Q: 3 clusters Score -5316619 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -5318114.000000 Penalty: 5506.280273
	Iteration 6Q: 3 clusters Score -5318114 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5319520.000000 Penalty: 5506.280273
	Iteration 7Q: 3 clusters Score -5319520 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -5320650.500000 Penalty: 5506.280273
	Iteration 8Q: 3 clusters Score -5320650 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -5321623.500000 Penalty: 5506.280273
	Iteration 9Q: 3 clusters Score -5321624 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5322260.500000 Penalty: 5506.280273
	Iteration 10Q: 3 clusters Score -5322260 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5322875.500000 Penalty: 5506.280273
	Iteration 11Q: 3 clusters Score -5322876 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5323344.500000 Penalty: 5506.280273
	Iteration 12Q: 3 clusters Score -5323344 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5323814.500000 Penalty: 5506.280273
	Iteration 13Q: 3 clusters Score -5323814 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5324346.500000 Penalty: 5506.280273
	Iteration 14Q: 3 clusters Score -5324346 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5324832.000000 Penalty: 5506.280273
	Iteration 15Q: 3 clusters Score -5324832 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5325353.500000 Penalty: 5506.280273
	Iteration 16Q: 3 clusters Score -5325354 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5325998.000000 Penalty: 5506.280273
	Iteration 17Q: 3 clusters Score -5325998 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5326820.500000 Penalty: 5506.280273
	Iteration 18Q: 3 clusters Score -5326820 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5327724.000000 Penalty: 5506.280273
	Iteration 19Q: 3 clusters Score -5327724 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5328836.000000 Penalty: 5506.280273
	Iteration 20F: 3 clusters Score -5328836 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5330080.000000 Penalty: 5506.280273
	Iteration 21Q: 3 clusters Score -5330080 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -5331391.500000 Penalty: 5506.280273
	Iteration 22Q: 3 clusters Score -5331392 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -5332618.000000 Penalty: 5506.280273
	Iteration 23Q: 3 clusters Score -5332618 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -5333712.000000 Penalty: 5506.280273
	Iteration 24Q: 3 clusters Score -5333712 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5334554.500000 Penalty: 5506.280273
	Iteration 25Q: 3 clusters Score -5334554 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5335197.500000 Penalty: 5506.280273
	Iteration 26Q: 3 clusters Score -5335198 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5335705.000000 Penalty: 5506.280273
	Iteration 27Q: 3 clusters Score -5335705 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5336025.000000 Penalty: 5506.280273
	Iteration 28Q: 3 clusters Score -5336025 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5336231.000000 Penalty: 5506.280273
	Iteration 29Q: 3 clusters Score -5336231 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5336338.500000 Penalty: 5506.280273
	Iteration 30Q: 3 clusters Score -5336338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5336442.000000 Penalty: 5506.280273
	Iteration 31Q: 3 clusters Score -5336442 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5336498.000000 Penalty: 5506.280273
	Iteration 32Q: 3 clusters Score -5336498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5336558.000000 Penalty: 5506.280273
	Iteration 33Q: 3 clusters Score -5336558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5336591.500000 Penalty: 5506.280273
	Iteration 34Q: 3 clusters Score -5336592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5336630.000000 Penalty: 5506.280273
	Iteration 35Q: 3 clusters Score -5336630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5336652.000000 Penalty: 5506.280273
	Iteration 36Q: 3 clusters Score -5336652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5336658.500000 Penalty: 5506.280273
	Iteration 37Q: 3 clusters Score -5336658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5336671.500000 Penalty: 5506.280273
	Iteration 38Q: 3 clusters Score -5336672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5336689.500000 Penalty: 5506.280273
	Iteration 39Q: 3 clusters Score -5336690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5336703.500000 Penalty: 5506.280273
	Iteration 40F: 3 clusters Score -5336704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5336710.500000 Penalty: 5506.280273
	Iteration 41Q: 3 clusters Score -5336710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5336720.500000 Penalty: 5506.280273
	Iteration 42Q: 3 clusters Score -5336720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5336718.000000 Penalty: 5506.280273
	Iteration 43Q: 3 clusters Score -5336718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5336724.500000 Penalty: 5506.280273
	Iteration 44Q: 3 clusters Score -5336724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5336726.000000 Penalty: 5506.280273
	Iteration 45Q: 3 clusters Score -5336726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5336741.000000 Penalty: 5506.280273
	Iteration 46Q: 3 clusters Score -5336741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5336741.500000 Penalty: 5506.280273
	Iteration 47Q: 3 clusters Score -5336742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5336748.000000 Penalty: 5506.280273
	Iteration 48Q: 3 clusters Score -5336748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5336750.500000 Penalty: 5506.280273
	Iteration 49Q: 3 clusters Score -5336750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5336758.500000 Penalty: 5506.280273
	Iteration 50Q: 3 clusters Score -5336758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5336764.000000 Penalty: 5506.280273
	Iteration 51Q: 3 clusters Score -5336764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5336766.000000 Penalty: 5506.280273
	Iteration 52Q: 3 clusters Score -5336766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5336768.000000 Penalty: 5506.280273
	Iteration 53Q: 3 clusters Score -5336768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5336770.000000 Penalty: 5506.280273
	Iteration 54Q: 3 clusters Score -5336770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5336768.000000 Penalty: 5506.280273
	Iteration 55Q: 3 clusters Score -5336768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5336766.000000 Penalty: 5506.280273
	Iteration 56Q: 3 clusters Score -5336766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5336764.000000 Penalty: 5506.280273
	Iteration 57Q: 3 clusters Score -5336764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5336770.500000 Penalty: 5506.280273
	Iteration 58Q: 3 clusters Score -5336770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5336765.000000 Penalty: 5506.280273
	Iteration 59Q: 3 clusters Score -5336765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5336767.500000 Penalty: 5506.280273
	Iteration 60F: 3 clusters Score -5336768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5336766.500000 Penalty: 5506.280273
	Iteration 61Q: 3 clusters Score -5336766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5336773.000000 Penalty: 5506.280273
	Iteration 62Q: 3 clusters Score -5336773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5336769.500000 Penalty: 5506.280273
	Iteration 63Q: 3 clusters Score -5336770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5336775.000000 Penalty: 5506.280273
	Iteration 64Q: 3 clusters Score -5336775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5336775.000000 Penalty: 5506.280273
	Iteration 65Q: 3 clusters Score -5336775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5336777.000000 Penalty: 5506.280273
	Iteration 66Q: 3 clusters Score -5336777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5336777.000000 Penalty: 5506.280273
	Iteration 67F: 3 clusters Score -5336777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -219999.109375 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -219999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -216721.390625 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -216721.4 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -217399.078125 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -217399.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -217623.234375 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -217623.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -217760.781250 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -217760.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -217843.125000 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -217843.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -217911.062500 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -217911.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -217961.234375 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -217961.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -218000.937500 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -218000.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -218039.328125 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -218039.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -218080.421875 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -218080.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -218116.250000 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -218116.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -218163.125000 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -218163.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -218218.843750 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -218218.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -218287.515625 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -218287.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -218368.843750 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -218368.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -218449.687500 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -218449.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -218562.390625 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -218562.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -218650.406250 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -218650.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -218738.406250 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -218738.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -218801.796875 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -218801.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -218843.265625 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -218843.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -218875.062500 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -218875.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -218902.093750 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -218902.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -218924.328125 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -218924.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -218940.578125 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -218940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -218950.406250 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -218950.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -218966.328125 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -218966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -218975.546875 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -218975.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -218981.484375 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -218981.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -218984.015625 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -218984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -218986.671875 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -218986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -218987.984375 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -218988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -218989.250000 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -218989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -218989.765625 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -218989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -218990.796875 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -218990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -218990.796875 Penalty: 3973.138428
	Iteration 35F: 3 clusters Score -218990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Entering Unmasked Estep 
Score: -13461305.000000 Penalty: 2977.056885
	Iteration 0F: 2 clusters Score -1.34613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -13351823.000000 Penalty: 5954.113770
	Iteration 0F: 3 clusters Score -1.335182e+07 nChanged 78170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -13397081.000000 Penalty: 5954.113770
	Iteration 1F: 3 clusters Score -1.339708e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -13397962.000000 Penalty: 5954.113770
	Iteration 2Q: 3 clusters Score -1.339796e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -13398886.000000 Penalty: 5954.113770
	Iteration 3Q: 3 clusters Score -1.339889e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -13400059.000000 Penalty: 5954.113770
	Iteration 4Q: 3 clusters Score -1.340006e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -13401564.000000 Penalty: 5954.113770
	Iteration 5Q: 3 clusters Score -1.340156e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -13403876.000000 Penalty: 5954.113770
	Iteration 6Q: 3 clusters Score -1.340388e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -13406900.000000 Penalty: 5954.113770
	Iteration 7Q: 3 clusters Score -1.34069e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -13411238.000000 Penalty: 5954.113770
	Iteration 8F: 3 clusters Score -1.341124e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -13416671.000000 Penalty: 5954.113770
	Iteration 9F: 3 clusters Score -1.341667e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -13422474.000000 Penalty: 5954.113770
	Iteration 10F: 3 clusters Score -1.342247e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 122402 members 
Entering Unmasked Estep 
Score: -13428673.000000 Penalty: 5954.113770
	Iteration 11F: 3 clusters Score -1.342867e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 131186 members 
Entering Unmasked Estep 
Score: -13434615.000000 Penalty: 5954.113770
	Iteration 12F: 3 clusters Score -1.343462e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 139626 members 
Entering Unmasked Estep 
Score: -13440844.000000 Penalty: 5954.113770
	Iteration 13F: 3 clusters Score -1.344084e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -13446689.000000 Penalty: 5954.113770
	Iteration 14Q: 3 clusters Score -1.344669e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -13451251.000000 Penalty: 5954.113770
	Iteration 15Q: 3 clusters Score -1.345125e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -13454430.000000 Penalty: 5954.113770
	Iteration 16Q: 3 clusters Score -1.345443e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 159906 members 
Entering Unmasked Estep 
Score: -13456370.000000 Penalty: 5954.113770
	Iteration 17Q: 3 clusters Score -1.345637e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -13457332.000000 Penalty: 5954.113770
	Iteration 18Q: 3 clusters Score -1.345733e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 162134 members 
Entering Unmasked Estep 
Score: -13457925.000000 Penalty: 5954.113770
	Iteration 19Q: 3 clusters Score -1.345792e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 162540 members 
Entering Unmasked Estep 
Score: -13458278.000000 Penalty: 5954.113770
	Iteration 20F: 3 clusters Score -1.345828e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -13458461.000000 Penalty: 5954.113770
	Iteration 21Q: 3 clusters Score -1.345846e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -13458541.000000 Penalty: 5954.113770
	Iteration 22Q: 3 clusters Score -1.345854e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -13458619.000000 Penalty: 5954.113770
	Iteration 23Q: 3 clusters Score -1.345862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -13458677.000000 Penalty: 5954.113770
	Iteration 24Q: 3 clusters Score -1.345868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -13458733.000000 Penalty: 5954.113770
	Iteration 25Q: 3 clusters Score -1.345873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -13458760.000000 Penalty: 5954.113770
	Iteration 26Q: 3 clusters Score -1.345876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 163021 members 
Entering Unmasked Estep 
Score: -13458781.000000 Penalty: 5954.113770
	Iteration 27Q: 3 clusters Score -1.345878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 163030 members 
Entering Unmasked Estep 
Score: -13458794.000000 Penalty: 5954.113770
	Iteration 28Q: 3 clusters Score -1.345879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -13458799.000000 Penalty: 5954.113770
	Iteration 29Q: 3 clusters Score -1.34588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 163041 members 
Entering Unmasked Estep 
Score: -13458804.000000 Penalty: 5954.113770
	Iteration 30Q: 3 clusters Score -1.34588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -13458805.000000 Penalty: 5954.113770
	Iteration 31Q: 3 clusters Score -1.34588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -13458809.000000 Penalty: 5954.113770
	Iteration 32Q: 3 clusters Score -1.345881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -13458812.000000 Penalty: 5954.113770
	Iteration 33Q: 3 clusters Score -1.345881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 163048 members 
Entering Unmasked Estep 
Score: -13458817.000000 Penalty: 5954.113770
	Iteration 34Q: 3 clusters Score -1.345882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 163054 members 
Entering Unmasked Estep 
Score: -13458825.000000 Penalty: 5954.113770
	Iteration 35Q: 3 clusters Score -1.345882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -13458835.000000 Penalty: 5954.113770
	Iteration 36Q: 3 clusters Score -1.345884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -13458841.000000 Penalty: 5954.113770
	Iteration 37Q: 3 clusters Score -1.345884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -13458863.000000 Penalty: 5954.113770
	Iteration 38Q: 3 clusters Score -1.345886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 163062 members 
Entering Unmasked Estep 
Score: -13458857.000000 Penalty: 5954.113770
	Iteration 39Q: 3 clusters Score -1.345886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -13458861.000000 Penalty: 5954.113770
	Iteration 40F: 3 clusters Score -1.345886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -13458868.000000 Penalty: 5954.113770
	Iteration 41Q: 3 clusters Score -1.345887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 163068 members 
Entering Unmasked Estep 
Score: -13458868.000000 Penalty: 5954.113770
	Iteration 42Q: 3 clusters Score -1.345887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 163068 members 
Entering Unmasked Estep 
Score: -13458867.000000 Penalty: 5954.113770
	Iteration 43Q: 3 clusters Score -1.345887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -13458869.000000 Penalty: 5954.113770
	Iteration 44Q: 3 clusters Score -1.345887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -13458869.000000 Penalty: 5954.113770
	Iteration 45F: 3 clusters Score -1.345887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -209090.828125 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -209090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -206002.875000 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -206002.9 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -206638.765625 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -206638.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -206821.390625 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -206821.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -206945.375000 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -206945.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -207028.515625 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -207028.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -207096.671875 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -207096.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -207141.796875 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -207141.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -207168.046875 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -207168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -207190.687500 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -207190.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -207210.812500 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -207210.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -207224.375000 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -207224.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -207239.750000 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -207239.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -207260.015625 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -207260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -207274.296875 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -207274.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -207281.453125 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -207281.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -207287.515625 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -207287.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -207294.109375 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -207294.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -207300.265625 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -207300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -207302.375000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -207302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207302.515625 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -207302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207303.406250 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -207303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -207307.125000 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -207307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -207311.203125 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -207311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -207314.421875 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -207314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -207315.609375 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -207315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -207316.156250 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -207316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -207316.296875 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -207316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -207317.015625 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -207317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -207317.281250 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -207317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -207317.281250 Penalty: 3918.531982
	Iteration 29F: 3 clusters Score -207317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -506291.000000 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -506291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -500833.562500 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -500833.6 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -502216.312500 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -502216.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -502489.593750 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -502489.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -502689.343750 Penalty: 4356.108398
	Iteration 3F: 3 clusters Score -502689.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -502883.375000 Penalty: 4356.108398
	Iteration 4Q: 3 clusters Score -502883.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -503096.000000 Penalty: 4356.108398
	Iteration 5Q: 3 clusters Score -503096 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -503307.281250 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -503307.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -503525.343750 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -503525.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -503765.937500 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -503765.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -503972.968750 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -503973 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -504135.656250 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -504135.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -504272.250000 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -504272.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -504363.968750 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -504364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -504434.750000 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -504434.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -504485.968750 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -504486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -504515.312500 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -504515.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -504538.875000 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -504538.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -504563.593750 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -504563.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -504580.156250 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -504580.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -504596.406250 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -504596.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -504612.750000 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -504612.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -504622.718750 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -504622.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -504632.500000 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -504632.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -504641.406250 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -504641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -504648.093750 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -504648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -504652.531250 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -504652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -504657.312500 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -504657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -504659.656250 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -504659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -504661.218750 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -504661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -504662.968750 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -504663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -504665.843750 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -504665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -504667.062500 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -504667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -504669.968750 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -504670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -504671.562500 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -504671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -504672.062500 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -504672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -504674.968750 Penalty: 4356.108398
	Iteration 35Q: 3 clusters Score -504675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -504676.187500 Penalty: 4356.108398
	Iteration 36Q: 3 clusters Score -504676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -504677.718750 Penalty: 4356.108398
	Iteration 37Q: 3 clusters Score -504677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -504679.843750 Penalty: 4356.108398
	Iteration 38Q: 3 clusters Score -504679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -504680.312500 Penalty: 4356.108398
	Iteration 39Q: 3 clusters Score -504680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -504683.031250 Penalty: 4356.108398
	Iteration 40F: 3 clusters Score -504683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -504686.125000 Penalty: 4356.108398
	Iteration 41Q: 3 clusters Score -504686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -504689.406250 Penalty: 4356.108398
	Iteration 42Q: 3 clusters Score -504689.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -504691.687500 Penalty: 4356.108398
	Iteration 43Q: 3 clusters Score -504691.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -504693.531250 Penalty: 4356.108398
	Iteration 44Q: 3 clusters Score -504693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -504695.218750 Penalty: 4356.108398
	Iteration 45Q: 3 clusters Score -504695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -504695.750000 Penalty: 4356.108398
	Iteration 46Q: 3 clusters Score -504695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -504696.468750 Penalty: 4356.108398
	Iteration 47Q: 3 clusters Score -504696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -504696.687500 Penalty: 4356.108398
	Iteration 48Q: 3 clusters Score -504696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -504698.250000 Penalty: 4356.108398
	Iteration 49Q: 3 clusters Score -504698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -504699.406250 Penalty: 4356.108398
	Iteration 50Q: 3 clusters Score -504699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -504700.812500 Penalty: 4356.108398
	Iteration 51Q: 3 clusters Score -504700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -504701.906250 Penalty: 4356.108398
	Iteration 52Q: 3 clusters Score -504701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -504704.031250 Penalty: 4356.108398
	Iteration 53Q: 3 clusters Score -504704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -504704.187500 Penalty: 4356.108398
	Iteration 54Q: 3 clusters Score -504704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -504705.218750 Penalty: 4356.108398
	Iteration 55Q: 3 clusters Score -504705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -504706.531250 Penalty: 4356.108398
	Iteration 56Q: 3 clusters Score -504706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -504707.437500 Penalty: 4356.108398
	Iteration 57Q: 3 clusters Score -504707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -504708.281250 Penalty: 4356.108398
	Iteration 58Q: 3 clusters Score -504708.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -504708.281250 Penalty: 4356.108398
	Iteration 59F: 3 clusters Score -504708.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -948324.437500 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -948324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -941187.437500 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -941187.4 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -943088.187500 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -943088.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -943332.750000 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -943332.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -943504.000000 Penalty: 4525.405273
	Iteration 3Q: 3 clusters Score -943504 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -943639.000000 Penalty: 4525.405273
	Iteration 4Q: 3 clusters Score -943639 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -943751.000000 Penalty: 4525.405273
	Iteration 5Q: 3 clusters Score -943751 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -943869.375000 Penalty: 4525.405273
	Iteration 6Q: 3 clusters Score -943869.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -943979.125000 Penalty: 4525.405273
	Iteration 7Q: 3 clusters Score -943979.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -944090.875000 Penalty: 4525.405273
	Iteration 8Q: 3 clusters Score -944090.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -944220.625000 Penalty: 4525.405273
	Iteration 9Q: 3 clusters Score -944220.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -944417.187500 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -944417.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -944659.500000 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -944659.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -944968.687500 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -944968.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -945313.187500 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -945313.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -945637.437500 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -945637.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -945930.125000 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -945930.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -946152.500000 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -946152.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -946349.875000 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -946349.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -946496.937500 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -946496.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -946597.875000 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -946597.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -946653.625000 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -946653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -946673.625000 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -946673.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -946692.312500 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -946692.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -946703.500000 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -946703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -946714.562500 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -946714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -946724.937500 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -946724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -946728.750000 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -946728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -946736.937500 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -946736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -946742.187500 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -946742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -946742.125000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -946742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -946742.125000 Penalty: 4525.405273
	Iteration 30F: 3 clusters Score -946742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -169359.640625 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -169359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -166529.781250 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -166529.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -167072.453125 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -167072.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -167251.921875 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -167251.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -167386.843750 Penalty: 3832.201416
	Iteration 3F: 3 clusters Score -167386.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -167524.546875 Penalty: 3832.201416
	Iteration 4Q: 3 clusters Score -167524.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -167635.531250 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -167635.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -167748.437500 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -167748.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -167855.593750 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -167855.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -167987.328125 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -167987.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -168068.843750 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -168068.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -168150.656250 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -168150.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -168206.109375 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -168206.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -168253.468750 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -168253.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -168283.984375 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -168284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -168317.359375 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -168317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -168340.468750 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -168340.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -168355.125000 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -168355.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -168372.500000 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -168372.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -168387.453125 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -168387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -168397.468750 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -168397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -168402.984375 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -168403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -168407.078125 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -168407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -168411.250000 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -168411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -168414.625000 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -168414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -168415.875000 Penalty: 3832.201416
	Iteration 24Q: 3 clusters Score -168415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -168418.125000 Penalty: 3832.201416
	Iteration 25Q: 3 clusters Score -168418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -168418.953125 Penalty: 3832.201416
	Iteration 26Q: 3 clusters Score -168419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -168419.703125 Penalty: 3832.201416
	Iteration 27Q: 3 clusters Score -168419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -168419.703125 Penalty: 3832.201416
	Iteration 28F: 3 clusters Score -168419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Entering Unmasked Estep 
Score: -4219145.000000 Penalty: 2691.841553
	Iteration 0F: 2 clusters Score -4219145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4184219.250000 Penalty: 5383.683105
	Iteration 0F: 3 clusters Score -4184219 nChanged 24059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4197791.500000 Penalty: 5383.683105
	Iteration 1F: 3 clusters Score -4197792 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4198618.000000 Penalty: 5383.683105
	Iteration 2Q: 3 clusters Score -4198618 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4199657.000000 Penalty: 5383.683105
	Iteration 3Q: 3 clusters Score -4199657 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4201099.000000 Penalty: 5383.683105
	Iteration 4F: 3 clusters Score -4201099 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4203113.000000 Penalty: 5383.683105
	Iteration 5F: 3 clusters Score -4203113 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4205365.500000 Penalty: 5383.683105
	Iteration 6F: 3 clusters Score -4205366 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4207412.500000 Penalty: 5383.683105
	Iteration 7F: 3 clusters Score -4207412 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -4209066.500000 Penalty: 5383.683105
	Iteration 8F: 3 clusters Score -4209066 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -4210285.000000 Penalty: 5383.683105
	Iteration 9Q: 3 clusters Score -4210285 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -4211306.500000 Penalty: 5383.683105
	Iteration 10Q: 3 clusters Score -4211306 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -4212179.500000 Penalty: 5383.683105
	Iteration 11Q: 3 clusters Score -4212180 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -4213057.000000 Penalty: 5383.683105
	Iteration 12Q: 3 clusters Score -4213057 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -4213814.500000 Penalty: 5383.683105
	Iteration 13Q: 3 clusters Score -4213814 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -4214551.000000 Penalty: 5383.683105
	Iteration 14Q: 3 clusters Score -4214551 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -4215192.000000 Penalty: 5383.683105
	Iteration 15Q: 3 clusters Score -4215192 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -4215660.000000 Penalty: 5383.683105
	Iteration 16Q: 3 clusters Score -4215660 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -4216039.500000 Penalty: 5383.683105
	Iteration 17Q: 3 clusters Score -4216040 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -4216301.500000 Penalty: 5383.683105
	Iteration 18Q: 3 clusters Score -4216302 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -4216469.000000 Penalty: 5383.683105
	Iteration 19Q: 3 clusters Score -4216469 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -4216600.000000 Penalty: 5383.683105
	Iteration 20F: 3 clusters Score -4216600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -4216665.500000 Penalty: 5383.683105
	Iteration 21Q: 3 clusters Score -4216666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -4216722.500000 Penalty: 5383.683105
	Iteration 22Q: 3 clusters Score -4216722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -4216774.000000 Penalty: 5383.683105
	Iteration 23Q: 3 clusters Score -4216774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -4216800.000000 Penalty: 5383.683105
	Iteration 24Q: 3 clusters Score -4216800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -4216826.500000 Penalty: 5383.683105
	Iteration 25Q: 3 clusters Score -4216826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -4216844.000000 Penalty: 5383.683105
	Iteration 26Q: 3 clusters Score -4216844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -4216856.000000 Penalty: 5383.683105
	Iteration 27Q: 3 clusters Score -4216856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -4216867.500000 Penalty: 5383.683105
	Iteration 28Q: 3 clusters Score -4216868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -4216881.000000 Penalty: 5383.683105
	Iteration 29Q: 3 clusters Score -4216881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -4216888.000000 Penalty: 5383.683105
	Iteration 30Q: 3 clusters Score -4216888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -4216892.000000 Penalty: 5383.683105
	Iteration 31Q: 3 clusters Score -4216892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4216893.500000 Penalty: 5383.683105
	Iteration 32Q: 3 clusters Score -4216894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -4216895.000000 Penalty: 5383.683105
	Iteration 33Q: 3 clusters Score -4216895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -4216895.000000 Penalty: 5383.683105
	Iteration 34F: 3 clusters Score -4216895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -69548.039062 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -69548.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67769.570312 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -67769.57 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68414.695312 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -68414.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68941.765625 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -68941.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69364.851562 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -69364.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69609.656250 Penalty: 3431.672852
	Iteration 4F: 3 clusters Score -69609.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69711.937500 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -69711.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69747.625000 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -69747.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69756.273438 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -69756.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69757.015625 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -69757.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69757.015625 Penalty: 3431.672852
	Iteration 9F: 3 clusters Score -69757.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 13 contains 111386 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74299 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128658 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110976 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 344 members 
Entering Unmasked Estep 
Score: -150814464.000000 Penalty: 246271.468750
Splitting cluster 12 changes total score from -150816464.000000 to -150814464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (111386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111386 members 
Entering Unmasked Estep 
Score: -11685206.000000 Penalty: 2881.947754
	Iteration 0F: 2 clusters Score -1.168521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -11612259.000000 Penalty: 5763.895508
	Iteration 0F: 3 clusters Score -1.161226e+07 nChanged 52873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -11642761.000000 Penalty: 5763.895508
	Iteration 1F: 3 clusters Score -1.164276e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -11643823.000000 Penalty: 5763.895508
	Iteration 2Q: 3 clusters Score -1.164382e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -11645186.000000 Penalty: 5763.895508
	Iteration 3Q: 3 clusters Score -1.164519e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -11646895.000000 Penalty: 5763.895508
	Iteration 4Q: 3 clusters Score -1.16469e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -11649418.000000 Penalty: 5763.895508
	Iteration 5Q: 3 clusters Score -1.164942e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -11653084.000000 Penalty: 5763.895508
	Iteration 6F: 3 clusters Score -1.165308e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -11658417.000000 Penalty: 5763.895508
	Iteration 7F: 3 clusters Score -1.165842e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -11664805.000000 Penalty: 5763.895508
	Iteration 8F: 3 clusters Score -1.16648e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -11670578.000000 Penalty: 5763.895508
	Iteration 9F: 3 clusters Score -1.167058e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -11675100.000000 Penalty: 5763.895508
	Iteration 10Q: 3 clusters Score -1.16751e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -11677950.000000 Penalty: 5763.895508
	Iteration 11Q: 3 clusters Score -1.167795e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -11679667.000000 Penalty: 5763.895508
	Iteration 12Q: 3 clusters Score -1.167967e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11680721.000000 Penalty: 5763.895508
	Iteration 13Q: 3 clusters Score -1.168072e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -11681266.000000 Penalty: 5763.895508
	Iteration 14Q: 3 clusters Score -1.168127e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11681645.000000 Penalty: 5763.895508
	Iteration 15Q: 3 clusters Score -1.168164e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109842 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11681883.000000 Penalty: 5763.895508
	Iteration 16Q: 3 clusters Score -1.168188e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11682052.000000 Penalty: 5763.895508
	Iteration 17Q: 3 clusters Score -1.168205e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11682174.000000 Penalty: 5763.895508
	Iteration 18Q: 3 clusters Score -1.168217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11682265.000000 Penalty: 5763.895508
	Iteration 19Q: 3 clusters Score -1.168226e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11682305.000000 Penalty: 5763.895508
	Iteration 20F: 3 clusters Score -1.16823e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11682355.000000 Penalty: 5763.895508
	Iteration 21Q: 3 clusters Score -1.168236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110511 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11682395.000000 Penalty: 5763.895508
	Iteration 22Q: 3 clusters Score -1.16824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11682458.000000 Penalty: 5763.895508
	Iteration 23Q: 3 clusters Score -1.168246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11682481.000000 Penalty: 5763.895508
	Iteration 24Q: 3 clusters Score -1.168248e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11682519.000000 Penalty: 5763.895508
	Iteration 25Q: 3 clusters Score -1.168252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11682529.000000 Penalty: 5763.895508
	Iteration 26Q: 3 clusters Score -1.168253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11682543.000000 Penalty: 5763.895508
	Iteration 27Q: 3 clusters Score -1.168254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110655 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11682552.000000 Penalty: 5763.895508
	Iteration 28Q: 3 clusters Score -1.168255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110668 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11682560.000000 Penalty: 5763.895508
	Iteration 29Q: 3 clusters Score -1.168256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110680 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11682564.000000 Penalty: 5763.895508
	Iteration 30Q: 3 clusters Score -1.168256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11682574.000000 Penalty: 5763.895508
	Iteration 31Q: 3 clusters Score -1.168257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11682587.000000 Penalty: 5763.895508
	Iteration 32Q: 3 clusters Score -1.168259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11682582.000000 Penalty: 5763.895508
	Iteration 33Q: 3 clusters Score -1.168258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11682596.000000 Penalty: 5763.895508
	Iteration 34Q: 3 clusters Score -1.16826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11682585.000000 Penalty: 5763.895508
	Iteration 35Q: 3 clusters Score -1.168258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11682593.000000 Penalty: 5763.895508
	Iteration 36Q: 3 clusters Score -1.168259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11682583.000000 Penalty: 5763.895508
	Iteration 37Q: 3 clusters Score -1.168258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11682588.000000 Penalty: 5763.895508
	Iteration 38Q: 3 clusters Score -1.168259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11682600.000000 Penalty: 5763.895508
	Iteration 39Q: 3 clusters Score -1.16826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110748 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11682607.000000 Penalty: 5763.895508
	Iteration 40F: 3 clusters Score -1.168261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11682622.000000 Penalty: 5763.895508
	Iteration 41Q: 3 clusters Score -1.168262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11682632.000000 Penalty: 5763.895508
	Iteration 42Q: 3 clusters Score -1.168263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11682632.000000 Penalty: 5763.895508
	Iteration 43Q: 3 clusters Score -1.168263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11682634.000000 Penalty: 5763.895508
	Iteration 44Q: 3 clusters Score -1.168263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11682645.000000 Penalty: 5763.895508
	Iteration 45Q: 3 clusters Score -1.168264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11682648.000000 Penalty: 5763.895508
	Iteration 46Q: 3 clusters Score -1.168265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11682648.000000 Penalty: 5763.895508
	Iteration 47F: 3 clusters Score -1.168265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1051055.625000 Penalty: 2318.307129
	Iteration 0F: 2 clusters Score -1051056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1042481.250000 Penalty: 4636.614258
	Iteration 0F: 3 clusters Score -1042481 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1045251.000000 Penalty: 4636.614258
	Iteration 1F: 3 clusters Score -1045251 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1045766.125000 Penalty: 4636.614258
	Iteration 2F: 3 clusters Score -1045766 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1046193.812500 Penalty: 4636.614258
	Iteration 3F: 3 clusters Score -1046194 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1046592.937500 Penalty: 4636.614258
	Iteration 4F: 3 clusters Score -1046593 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1046931.937500 Penalty: 4636.614258
	Iteration 5Q: 3 clusters Score -1046932 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1047210.687500 Penalty: 4636.614258
	Iteration 6Q: 3 clusters Score -1047211 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1047451.125000 Penalty: 4636.614258
	Iteration 7Q: 3 clusters Score -1047451 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1047669.312500 Penalty: 4636.614258
	Iteration 8Q: 3 clusters Score -1047669 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1047861.937500 Penalty: 4636.614258
	Iteration 9Q: 3 clusters Score -1047862 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1048021.875000 Penalty: 4636.614258
	Iteration 10Q: 3 clusters Score -1048022 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1048136.312500 Penalty: 4636.614258
	Iteration 11Q: 3 clusters Score -1048136 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1048222.062500 Penalty: 4636.614258
	Iteration 12Q: 3 clusters Score -1048222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1048291.750000 Penalty: 4636.614258
	Iteration 13Q: 3 clusters Score -1048292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1048349.062500 Penalty: 4636.614258
	Iteration 14Q: 3 clusters Score -1048349 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1048398.000000 Penalty: 4636.614258
	Iteration 15Q: 3 clusters Score -1048398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1048445.375000 Penalty: 4636.614258
	Iteration 16Q: 3 clusters Score -1048445 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1048491.062500 Penalty: 4636.614258
	Iteration 17Q: 3 clusters Score -1048491 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1048516.000000 Penalty: 4636.614258
	Iteration 18Q: 3 clusters Score -1048516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1048545.625000 Penalty: 4636.614258
	Iteration 19Q: 3 clusters Score -1048546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1048570.375000 Penalty: 4636.614258
	Iteration 20F: 3 clusters Score -1048570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1048592.625000 Penalty: 4636.614258
	Iteration 21Q: 3 clusters Score -1048593 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1048616.375000 Penalty: 4636.614258
	Iteration 22Q: 3 clusters Score -1048616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1048635.875000 Penalty: 4636.614258
	Iteration 23Q: 3 clusters Score -1048636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1048657.625000 Penalty: 4636.614258
	Iteration 24Q: 3 clusters Score -1048658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1048673.125000 Penalty: 4636.614258
	Iteration 25Q: 3 clusters Score -1048673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1048692.875000 Penalty: 4636.614258
	Iteration 26Q: 3 clusters Score -1048693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1048710.750000 Penalty: 4636.614258
	Iteration 27Q: 3 clusters Score -1048711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1048727.250000 Penalty: 4636.614258
	Iteration 28Q: 3 clusters Score -1048727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1048737.500000 Penalty: 4636.614258
	Iteration 29Q: 3 clusters Score -1048738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1048747.125000 Penalty: 4636.614258
	Iteration 30Q: 3 clusters Score -1048747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1048769.500000 Penalty: 4636.614258
	Iteration 31Q: 3 clusters Score -1048770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1048792.250000 Penalty: 4636.614258
	Iteration 32Q: 3 clusters Score -1048792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1048812.000000 Penalty: 4636.614258
	Iteration 33Q: 3 clusters Score -1048812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1048839.750000 Penalty: 4636.614258
	Iteration 34Q: 3 clusters Score -1048840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1048869.000000 Penalty: 4636.614258
	Iteration 35Q: 3 clusters Score -1048869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1048897.250000 Penalty: 4636.614258
	Iteration 36Q: 3 clusters Score -1048897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1048925.125000 Penalty: 4636.614258
	Iteration 37Q: 3 clusters Score -1048925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1048952.500000 Penalty: 4636.614258
	Iteration 38Q: 3 clusters Score -1048952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1048977.625000 Penalty: 4636.614258
	Iteration 39Q: 3 clusters Score -1048978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1049002.750000 Penalty: 4636.614258
	Iteration 40F: 3 clusters Score -1049003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1049028.125000 Penalty: 4636.614258
	Iteration 41Q: 3 clusters Score -1049028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1049047.375000 Penalty: 4636.614258
	Iteration 42Q: 3 clusters Score -1049047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1049072.375000 Penalty: 4636.614258
	Iteration 43Q: 3 clusters Score -1049072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1049103.875000 Penalty: 4636.614258
	Iteration 44Q: 3 clusters Score -1049104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1049134.625000 Penalty: 4636.614258
	Iteration 45Q: 3 clusters Score -1049135 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1049167.625000 Penalty: 4636.614258
	Iteration 46Q: 3 clusters Score -1049168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1049191.125000 Penalty: 4636.614258
	Iteration 47Q: 3 clusters Score -1049191 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1049213.500000 Penalty: 4636.614258
	Iteration 48Q: 3 clusters Score -1049214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1049241.000000 Penalty: 4636.614258
	Iteration 49Q: 3 clusters Score -1049241 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1049264.750000 Penalty: 4636.614258
	Iteration 50Q: 3 clusters Score -1049265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1049282.375000 Penalty: 4636.614258
	Iteration 51Q: 3 clusters Score -1049282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1049298.875000 Penalty: 4636.614258
	Iteration 52Q: 3 clusters Score -1049299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1049311.625000 Penalty: 4636.614258
	Iteration 53Q: 3 clusters Score -1049312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1049321.875000 Penalty: 4636.614258
	Iteration 54Q: 3 clusters Score -1049322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1049336.000000 Penalty: 4636.614258
	Iteration 55Q: 3 clusters Score -1049336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1049354.500000 Penalty: 4636.614258
	Iteration 56Q: 3 clusters Score -1049354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1049366.875000 Penalty: 4636.614258
	Iteration 57Q: 3 clusters Score -1049367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1049378.250000 Penalty: 4636.614258
	Iteration 58Q: 3 clusters Score -1049378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1049393.500000 Penalty: 4636.614258
	Iteration 59Q: 3 clusters Score -1049394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1049403.375000 Penalty: 4636.614258
	Iteration 60F: 3 clusters Score -1049403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1049412.625000 Penalty: 4636.614258
	Iteration 61Q: 3 clusters Score -1049413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1049422.875000 Penalty: 4636.614258
	Iteration 62Q: 3 clusters Score -1049423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1049425.375000 Penalty: 4636.614258
	Iteration 63Q: 3 clusters Score -1049425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1049431.625000 Penalty: 4636.614258
	Iteration 64Q: 3 clusters Score -1049432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1049435.625000 Penalty: 4636.614258
	Iteration 65Q: 3 clusters Score -1049436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1049442.250000 Penalty: 4636.614258
	Iteration 66Q: 3 clusters Score -1049442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1049449.750000 Penalty: 4636.614258
	Iteration 67Q: 3 clusters Score -1049450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1049458.375000 Penalty: 4636.614258
	Iteration 68Q: 3 clusters Score -1049458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1049467.750000 Penalty: 4636.614258
	Iteration 69Q: 3 clusters Score -1049468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1049476.000000 Penalty: 4636.614258
	Iteration 70Q: 3 clusters Score -1049476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1049480.375000 Penalty: 4636.614258
	Iteration 71Q: 3 clusters Score -1049480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1049486.250000 Penalty: 4636.614258
	Iteration 72Q: 3 clusters Score -1049486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1049495.500000 Penalty: 4636.614258
	Iteration 73Q: 3 clusters Score -1049496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1049501.000000 Penalty: 4636.614258
	Iteration 74Q: 3 clusters Score -1049501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1049505.250000 Penalty: 4636.614258
	Iteration 75Q: 3 clusters Score -1049505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1049508.625000 Penalty: 4636.614258
	Iteration 76Q: 3 clusters Score -1049509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1049511.625000 Penalty: 4636.614258
	Iteration 77Q: 3 clusters Score -1049512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1049514.125000 Penalty: 4636.614258
	Iteration 78Q: 3 clusters Score -1049514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1049516.250000 Penalty: 4636.614258
	Iteration 79Q: 3 clusters Score -1049516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1049518.625000 Penalty: 4636.614258
	Iteration 80F: 3 clusters Score -1049519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1049519.375000 Penalty: 4636.614258
	Iteration 81Q: 3 clusters Score -1049519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1049521.000000 Penalty: 4636.614258
	Iteration 82Q: 3 clusters Score -1049521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1049525.750000 Penalty: 4636.614258
	Iteration 83Q: 3 clusters Score -1049526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1049524.375000 Penalty: 4636.614258
	Iteration 84Q: 3 clusters Score -1049524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1049524.875000 Penalty: 4636.614258
	Iteration 85Q: 3 clusters Score -1049525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1049528.625000 Penalty: 4636.614258
	Iteration 86Q: 3 clusters Score -1049529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1049529.250000 Penalty: 4636.614258
	Iteration 87Q: 3 clusters Score -1049529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1049530.250000 Penalty: 4636.614258
	Iteration 88Q: 3 clusters Score -1049530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1049529.250000 Penalty: 4636.614258
	Iteration 89Q: 3 clusters Score -1049529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1049531.500000 Penalty: 4636.614258
	Iteration 90Q: 3 clusters Score -1049532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1049536.000000 Penalty: 4636.614258
	Iteration 91Q: 3 clusters Score -1049536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1049535.750000 Penalty: 4636.614258
	Iteration 92Q: 3 clusters Score -1049536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1049535.500000 Penalty: 4636.614258
	Iteration 93Q: 3 clusters Score -1049536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1049535.500000 Penalty: 4636.614258
	Iteration 94F: 3 clusters Score -1049536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -1610384.875000 Penalty: 2457.486816
	Iteration 0F: 2 clusters Score -1610385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1596301.500000 Penalty: 4914.973633
	Iteration 0F: 3 clusters Score -1596302 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1601136.625000 Penalty: 4914.973633
	Iteration 1F: 3 clusters Score -1601137 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1601616.000000 Penalty: 4914.973633
	Iteration 2F: 3 clusters Score -1601616 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1602048.500000 Penalty: 4914.973633
	Iteration 3Q: 3 clusters Score -1602048 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1602590.750000 Penalty: 4914.973633
	Iteration 4Q: 3 clusters Score -1602591 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1603353.125000 Penalty: 4914.973633
	Iteration 5F: 3 clusters Score -1603353 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1604379.250000 Penalty: 4914.973633
	Iteration 6F: 3 clusters Score -1604379 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1605589.250000 Penalty: 4914.973633
	Iteration 7F: 3 clusters Score -1605589 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1606502.250000 Penalty: 4914.973633
	Iteration 8F: 3 clusters Score -1606502 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1607005.750000 Penalty: 4914.973633
	Iteration 9Q: 3 clusters Score -1607006 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1607257.375000 Penalty: 4914.973633
	Iteration 10Q: 3 clusters Score -1607257 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1607401.625000 Penalty: 4914.973633
	Iteration 11Q: 3 clusters Score -1607402 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1607484.125000 Penalty: 4914.973633
	Iteration 12Q: 3 clusters Score -1607484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1607543.250000 Penalty: 4914.973633
	Iteration 13Q: 3 clusters Score -1607543 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1607594.375000 Penalty: 4914.973633
	Iteration 14Q: 3 clusters Score -1607594 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1607641.625000 Penalty: 4914.973633
	Iteration 15Q: 3 clusters Score -1607642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1607681.750000 Penalty: 4914.973633
	Iteration 16Q: 3 clusters Score -1607682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1607728.750000 Penalty: 4914.973633
	Iteration 17Q: 3 clusters Score -1607729 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1607784.375000 Penalty: 4914.973633
	Iteration 18Q: 3 clusters Score -1607784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1607862.125000 Penalty: 4914.973633
	Iteration 19Q: 3 clusters Score -1607862 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1607927.250000 Penalty: 4914.973633
	Iteration 20F: 3 clusters Score -1607927 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1608025.500000 Penalty: 4914.973633
	Iteration 21Q: 3 clusters Score -1608026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1608130.250000 Penalty: 4914.973633
	Iteration 22Q: 3 clusters Score -1608130 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1608234.000000 Penalty: 4914.973633
	Iteration 23Q: 3 clusters Score -1608234 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1608339.500000 Penalty: 4914.973633
	Iteration 24Q: 3 clusters Score -1608340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1608436.375000 Penalty: 4914.973633
	Iteration 25Q: 3 clusters Score -1608436 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1608521.125000 Penalty: 4914.973633
	Iteration 26Q: 3 clusters Score -1608521 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1608597.250000 Penalty: 4914.973633
	Iteration 27Q: 3 clusters Score -1608597 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1608659.000000 Penalty: 4914.973633
	Iteration 28Q: 3 clusters Score -1608659 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1608722.000000 Penalty: 4914.973633
	Iteration 29Q: 3 clusters Score -1608722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1608763.000000 Penalty: 4914.973633
	Iteration 30Q: 3 clusters Score -1608763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1608787.875000 Penalty: 4914.973633
	Iteration 31Q: 3 clusters Score -1608788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1608811.875000 Penalty: 4914.973633
	Iteration 32Q: 3 clusters Score -1608812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1608831.000000 Penalty: 4914.973633
	Iteration 33Q: 3 clusters Score -1608831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1608845.125000 Penalty: 4914.973633
	Iteration 34Q: 3 clusters Score -1608845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1608850.875000 Penalty: 4914.973633
	Iteration 35Q: 3 clusters Score -1608851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1608860.375000 Penalty: 4914.973633
	Iteration 36Q: 3 clusters Score -1608860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1608867.875000 Penalty: 4914.973633
	Iteration 37Q: 3 clusters Score -1608868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1608872.250000 Penalty: 4914.973633
	Iteration 38Q: 3 clusters Score -1608872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1608872.875000 Penalty: 4914.973633
	Iteration 39Q: 3 clusters Score -1608873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1608879.875000 Penalty: 4914.973633
	Iteration 40F: 3 clusters Score -1608880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1608886.500000 Penalty: 4914.973633
	Iteration 41Q: 3 clusters Score -1608886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1608888.250000 Penalty: 4914.973633
	Iteration 42Q: 3 clusters Score -1608888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1608894.750000 Penalty: 4914.973633
	Iteration 43Q: 3 clusters Score -1608895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1608896.125000 Penalty: 4914.973633
	Iteration 44Q: 3 clusters Score -1608896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1608898.625000 Penalty: 4914.973633
	Iteration 45Q: 3 clusters Score -1608899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1608902.000000 Penalty: 4914.973633
	Iteration 46Q: 3 clusters Score -1608902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1608905.000000 Penalty: 4914.973633
	Iteration 47Q: 3 clusters Score -1608905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1608908.375000 Penalty: 4914.973633
	Iteration 48Q: 3 clusters Score -1608908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1608906.125000 Penalty: 4914.973633
	Iteration 49Q: 3 clusters Score -1608906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1608907.750000 Penalty: 4914.973633
	Iteration 50Q: 3 clusters Score -1608908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1608905.000000 Penalty: 4914.973633
	Iteration 51Q: 3 clusters Score -1608905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1608907.625000 Penalty: 4914.973633
	Iteration 52Q: 3 clusters Score -1608908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1608907.625000 Penalty: 4914.973633
	Iteration 53Q: 3 clusters Score -1608908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1608908.250000 Penalty: 4914.973633
	Iteration 54Q: 3 clusters Score -1608908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1608909.000000 Penalty: 4914.973633
	Iteration 55Q: 3 clusters Score -1608909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1608909.000000 Penalty: 4914.973633
	Iteration 56F: 3 clusters Score -1608909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -403039.687500 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -403039.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -398451.218750 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -398451.2 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -399502.468750 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -399502.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399753.812500 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -399753.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -399925.218750 Penalty: 4244.267578
	Iteration 3F: 3 clusters Score -399925.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -400053.718750 Penalty: 4244.267578
	Iteration 4Q: 3 clusters Score -400053.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -400162.125000 Penalty: 4244.267578
	Iteration 5Q: 3 clusters Score -400162.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -400254.156250 Penalty: 4244.267578
	Iteration 6Q: 3 clusters Score -400254.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -400351.281250 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -400351.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -400435.250000 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -400435.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -400509.781250 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -400509.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -400578.250000 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -400578.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -400642.062500 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -400642.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -400698.093750 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -400698.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -400745.406250 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -400745.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -400791.281250 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -400791.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -400829.593750 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -400829.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -400861.937500 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -400861.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -400893.531250 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -400893.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -400927.218750 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -400927.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -400958.843750 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -400958.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -400983.343750 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -400983.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -401002.562500 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -401002.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -401014.062500 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -401014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -401020.031250 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -401020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -401024.968750 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -401025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -401030.218750 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -401030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -401038.312500 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -401038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -401042.531250 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -401042.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -401050.250000 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -401050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -401053.375000 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -401053.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -401057.593750 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -401057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -401063.500000 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -401063.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -401069.156250 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -401069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -401072.531250 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -401072.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -401079.468750 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -401079.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -401085.468750 Penalty: 4244.267578
	Iteration 35Q: 3 clusters Score -401085.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -401089.468750 Penalty: 4244.267578
	Iteration 36Q: 3 clusters Score -401089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -401092.406250 Penalty: 4244.267578
	Iteration 37Q: 3 clusters Score -401092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -401095.562500 Penalty: 4244.267578
	Iteration 38Q: 3 clusters Score -401095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -401098.375000 Penalty: 4244.267578
	Iteration 39Q: 3 clusters Score -401098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -401102.843750 Penalty: 4244.267578
	Iteration 40F: 3 clusters Score -401102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -401105.187500 Penalty: 4244.267578
	Iteration 41Q: 3 clusters Score -401105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -401107.750000 Penalty: 4244.267578
	Iteration 42Q: 3 clusters Score -401107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -401109.625000 Penalty: 4244.267578
	Iteration 43Q: 3 clusters Score -401109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -401110.718750 Penalty: 4244.267578
	Iteration 44Q: 3 clusters Score -401110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -401111.875000 Penalty: 4244.267578
	Iteration 45Q: 3 clusters Score -401111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -401115.625000 Penalty: 4244.267578
	Iteration 46Q: 3 clusters Score -401115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -401118.406250 Penalty: 4244.267578
	Iteration 47Q: 3 clusters Score -401118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -401119.906250 Penalty: 4244.267578
	Iteration 48Q: 3 clusters Score -401119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -401121.406250 Penalty: 4244.267578
	Iteration 49Q: 3 clusters Score -401121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -401121.437500 Penalty: 4244.267578
	Iteration 50Q: 3 clusters Score -401121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -401121.875000 Penalty: 4244.267578
	Iteration 51Q: 3 clusters Score -401121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -401122.062500 Penalty: 4244.267578
	Iteration 52Q: 3 clusters Score -401122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -401124.062500 Penalty: 4244.267578
	Iteration 53Q: 3 clusters Score -401124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -401125.937500 Penalty: 4244.267578
	Iteration 54Q: 3 clusters Score -401125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -401125.812500 Penalty: 4244.267578
	Iteration 55Q: 3 clusters Score -401125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -401128.125000 Penalty: 4244.267578
	Iteration 56Q: 3 clusters Score -401128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -401129.718750 Penalty: 4244.267578
	Iteration 57Q: 3 clusters Score -401129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -401131.218750 Penalty: 4244.267578
	Iteration 58Q: 3 clusters Score -401131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -401132.187500 Penalty: 4244.267578
	Iteration 59Q: 3 clusters Score -401132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -401132.187500 Penalty: 4244.267578
	Iteration 60F: 3 clusters Score -401132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Entering Unmasked Estep 
Score: -13894922.000000 Penalty: 2985.668213
	Iteration 0F: 2 clusters Score -1.389492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -13781754.000000 Penalty: 5971.336426
	Iteration 0F: 3 clusters Score -1.378175e+07 nChanged 80820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -13828624.000000 Penalty: 5971.336426
	Iteration 1F: 3 clusters Score -1.382862e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -13829934.000000 Penalty: 5971.336426
	Iteration 2Q: 3 clusters Score -1.382993e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -13832023.000000 Penalty: 5971.336426
	Iteration 3Q: 3 clusters Score -1.383202e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -13835318.000000 Penalty: 5971.336426
	Iteration 4Q: 3 clusters Score -1.383532e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -13840382.000000 Penalty: 5971.336426
	Iteration 5F: 3 clusters Score -1.384038e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -13847440.000000 Penalty: 5971.336426
	Iteration 6F: 3 clusters Score -1.384744e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 124866 members 
Entering Unmasked Estep 
Score: -13855298.000000 Penalty: 5971.336426
	Iteration 7F: 3 clusters Score -1.38553e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 135230 members 
Entering Unmasked Estep 
Score: -13863104.000000 Penalty: 5971.336426
	Iteration 8F: 3 clusters Score -1.38631e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 145286 members 
Entering Unmasked Estep 
Score: -13871034.000000 Penalty: 5971.336426
	Iteration 9F: 3 clusters Score -1.387103e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -13878921.000000 Penalty: 5971.336426
	Iteration 10F: 3 clusters Score -1.387892e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 161307 members 
Entering Unmasked Estep 
Score: -13885545.000000 Penalty: 5971.336426
	Iteration 11Q: 3 clusters Score -1.388554e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -13889623.000000 Penalty: 5971.336426
	Iteration 12Q: 3 clusters Score -1.388962e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 167367 members 
Entering Unmasked Estep 
Score: -13891370.000000 Penalty: 5971.336426
	Iteration 13Q: 3 clusters Score -1.389137e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -13891984.000000 Penalty: 5971.336426
	Iteration 14Q: 3 clusters Score -1.389198e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -13892280.000000 Penalty: 5971.336426
	Iteration 15Q: 3 clusters Score -1.389228e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 168271 members 
Entering Unmasked Estep 
Score: -13892437.000000 Penalty: 5971.336426
	Iteration 16Q: 3 clusters Score -1.389244e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 168302 members 
Entering Unmasked Estep 
Score: -13892523.000000 Penalty: 5971.336426
	Iteration 17Q: 3 clusters Score -1.389252e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 168312 members 
Entering Unmasked Estep 
Score: -13892581.000000 Penalty: 5971.336426
	Iteration 18Q: 3 clusters Score -1.389258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 168315 members 
Entering Unmasked Estep 
Score: -13892632.000000 Penalty: 5971.336426
	Iteration 19Q: 3 clusters Score -1.389263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 168311 members 
Entering Unmasked Estep 
Score: -13892672.000000 Penalty: 5971.336426
	Iteration 20F: 3 clusters Score -1.389267e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 168306 members 
Entering Unmasked Estep 
Score: -13892697.000000 Penalty: 5971.336426
	Iteration 21Q: 3 clusters Score -1.38927e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 168304 members 
Entering Unmasked Estep 
Score: -13892744.000000 Penalty: 5971.336426
	Iteration 22Q: 3 clusters Score -1.389274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168293 members 
Entering Unmasked Estep 
Score: -13892739.000000 Penalty: 5971.336426
	Iteration 23Q: 3 clusters Score -1.389274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -13892752.000000 Penalty: 5971.336426
	Iteration 24Q: 3 clusters Score -1.389275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -13892755.000000 Penalty: 5971.336426
	Iteration 25Q: 3 clusters Score -1.389276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 168286 members 
Entering Unmasked Estep 
Score: -13892768.000000 Penalty: 5971.336426
	Iteration 26Q: 3 clusters Score -1.389277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 168285 members 
Entering Unmasked Estep 
Score: -13892767.000000 Penalty: 5971.336426
	Iteration 27Q: 3 clusters Score -1.389277e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -13892761.000000 Penalty: 5971.336426
	Iteration 28Q: 3 clusters Score -1.389276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 168292 members 
Entering Unmasked Estep 
Score: -13892772.000000 Penalty: 5971.336426
	Iteration 29Q: 3 clusters Score -1.389277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 168290 members 
Entering Unmasked Estep 
Score: -13892780.000000 Penalty: 5971.336426
	Iteration 30Q: 3 clusters Score -1.389278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -13892789.000000 Penalty: 5971.336426
	Iteration 31Q: 3 clusters Score -1.389279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -13892789.000000 Penalty: 5971.336426
	Iteration 32Q: 3 clusters Score -1.389279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -13892799.000000 Penalty: 5971.336426
	Iteration 33Q: 3 clusters Score -1.38928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -13892789.000000 Penalty: 5971.336426
	Iteration 34Q: 3 clusters Score -1.389279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 168285 members 
Entering Unmasked Estep 
Score: -13892797.000000 Penalty: 5971.336426
	Iteration 35Q: 3 clusters Score -1.38928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 168285 members 
Entering Unmasked Estep 
Score: -13892797.000000 Penalty: 5971.336426
	Iteration 36F: 3 clusters Score -1.38928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -225788.765625 Penalty: 1946.729004
	Iteration 0F: 2 clusters Score -225788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -222845.140625 Penalty: 3893.458008
	Iteration 0F: 3 clusters Score -222845.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -223469.671875 Penalty: 3893.458008
	Iteration 1F: 3 clusters Score -223469.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -223718.375000 Penalty: 3893.458008
	Iteration 2F: 3 clusters Score -223718.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -223888.843750 Penalty: 3893.458008
	Iteration 3F: 3 clusters Score -223888.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -224038.187500 Penalty: 3893.458008
	Iteration 4F: 3 clusters Score -224038.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -224169.843750 Penalty: 3893.458008
	Iteration 5Q: 3 clusters Score -224169.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -224287.890625 Penalty: 3893.458008
	Iteration 6Q: 3 clusters Score -224287.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -224373.859375 Penalty: 3893.458008
	Iteration 7Q: 3 clusters Score -224373.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -224447.812500 Penalty: 3893.458008
	Iteration 8Q: 3 clusters Score -224447.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -224509.343750 Penalty: 3893.458008
	Iteration 9Q: 3 clusters Score -224509.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -224540.781250 Penalty: 3893.458008
	Iteration 10Q: 3 clusters Score -224540.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -224578.906250 Penalty: 3893.458008
	Iteration 11Q: 3 clusters Score -224578.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -224602.875000 Penalty: 3893.458008
	Iteration 12Q: 3 clusters Score -224602.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -224620.484375 Penalty: 3893.458008
	Iteration 13Q: 3 clusters Score -224620.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -224632.296875 Penalty: 3893.458008
	Iteration 14Q: 3 clusters Score -224632.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -224640.906250 Penalty: 3893.458008
	Iteration 15Q: 3 clusters Score -224640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -224647.875000 Penalty: 3893.458008
	Iteration 16Q: 3 clusters Score -224647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -224653.328125 Penalty: 3893.458008
	Iteration 17Q: 3 clusters Score -224653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -224660.328125 Penalty: 3893.458008
	Iteration 18Q: 3 clusters Score -224660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -224669.437500 Penalty: 3893.458008
	Iteration 19Q: 3 clusters Score -224669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -224674.484375 Penalty: 3893.458008
	Iteration 20F: 3 clusters Score -224674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -224676.562500 Penalty: 3893.458008
	Iteration 21Q: 3 clusters Score -224676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -224681.390625 Penalty: 3893.458008
	Iteration 22Q: 3 clusters Score -224681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -224683.843750 Penalty: 3893.458008
	Iteration 23Q: 3 clusters Score -224683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -224685.140625 Penalty: 3893.458008
	Iteration 24Q: 3 clusters Score -224685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -224685.140625 Penalty: 3893.458008
	Iteration 25F: 3 clusters Score -224685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -316162.812500 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -316162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -312230.593750 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -312230.6 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -313139.468750 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -313139.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -313309.250000 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -313309.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -313441.250000 Penalty: 4118.784180
	Iteration 3Q: 3 clusters Score -313441.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -313542.218750 Penalty: 4118.784180
	Iteration 4Q: 3 clusters Score -313542.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -313632.031250 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -313632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -313685.000000 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -313685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -313727.156250 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -313727.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -313766.562500 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -313766.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -313808.812500 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -313808.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -313856.562500 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -313856.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -313909.437500 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -313909.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -313956.000000 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -313956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -313993.593750 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -313993.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -314021.156250 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -314021.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -314046.187500 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -314046.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -314062.468750 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -314062.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -314074.718750 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -314074.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -314087.312500 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -314087.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -314102.250000 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -314102.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -314112.843750 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -314112.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -314130.187500 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -314130.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -314145.437500 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -314145.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -314157.156250 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -314157.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -314172.718750 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -314172.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -314186.875000 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -314186.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -314197.031250 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -314197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -314203.625000 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -314203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -314211.218750 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -314211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -314216.406250 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -314216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -314220.218750 Penalty: 4118.784180
	Iteration 30Q: 3 clusters Score -314220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -314221.468750 Penalty: 4118.784180
	Iteration 31Q: 3 clusters Score -314221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -314223.906250 Penalty: 4118.784180
	Iteration 32Q: 3 clusters Score -314223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -314226.312500 Penalty: 4118.784180
	Iteration 33Q: 3 clusters Score -314226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -314231.062500 Penalty: 4118.784180
	Iteration 34Q: 3 clusters Score -314231.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -314241.218750 Penalty: 4118.784180
	Iteration 35Q: 3 clusters Score -314241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -314254.218750 Penalty: 4118.784180
	Iteration 36Q: 3 clusters Score -314254.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -314261.750000 Penalty: 4118.784180
	Iteration 37Q: 3 clusters Score -314261.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -314266.812500 Penalty: 4118.784180
	Iteration 38Q: 3 clusters Score -314266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -314274.062500 Penalty: 4118.784180
	Iteration 39Q: 3 clusters Score -314274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -314277.593750 Penalty: 4118.784180
	Iteration 40F: 3 clusters Score -314277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -314282.937500 Penalty: 4118.784180
	Iteration 41Q: 3 clusters Score -314282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -314286.406250 Penalty: 4118.784180
	Iteration 42Q: 3 clusters Score -314286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -314290.718750 Penalty: 4118.784180
	Iteration 43Q: 3 clusters Score -314290.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -314295.750000 Penalty: 4118.784180
	Iteration 44Q: 3 clusters Score -314295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -314301.156250 Penalty: 4118.784180
	Iteration 45Q: 3 clusters Score -314301.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -314305.437500 Penalty: 4118.784180
	Iteration 46Q: 3 clusters Score -314305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -314308.906250 Penalty: 4118.784180
	Iteration 47Q: 3 clusters Score -314308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -314311.718750 Penalty: 4118.784180
	Iteration 48Q: 3 clusters Score -314311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -314315.000000 Penalty: 4118.784180
	Iteration 49Q: 3 clusters Score -314315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -314321.750000 Penalty: 4118.784180
	Iteration 50Q: 3 clusters Score -314321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -314329.000000 Penalty: 4118.784180
	Iteration 51Q: 3 clusters Score -314329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -314334.812500 Penalty: 4118.784180
	Iteration 52Q: 3 clusters Score -314334.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -314344.187500 Penalty: 4118.784180
	Iteration 53Q: 3 clusters Score -314344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -314351.875000 Penalty: 4118.784180
	Iteration 54Q: 3 clusters Score -314351.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -314356.562500 Penalty: 4118.784180
	Iteration 55Q: 3 clusters Score -314356.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -314361.281250 Penalty: 4118.784180
	Iteration 56Q: 3 clusters Score -314361.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -314364.156250 Penalty: 4118.784180
	Iteration 57Q: 3 clusters Score -314364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -314369.250000 Penalty: 4118.784180
	Iteration 58Q: 3 clusters Score -314369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -314370.937500 Penalty: 4118.784180
	Iteration 59Q: 3 clusters Score -314370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -314372.843750 Penalty: 4118.784180
	Iteration 60F: 3 clusters Score -314372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -314376.593750 Penalty: 4118.784180
	Iteration 61Q: 3 clusters Score -314376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -314381.843750 Penalty: 4118.784180
	Iteration 62Q: 3 clusters Score -314381.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -314385.218750 Penalty: 4118.784180
	Iteration 63Q: 3 clusters Score -314385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -314390.187500 Penalty: 4118.784180
	Iteration 64Q: 3 clusters Score -314390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -314391.937500 Penalty: 4118.784180
	Iteration 65Q: 3 clusters Score -314391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -314395.187500 Penalty: 4118.784180
	Iteration 66Q: 3 clusters Score -314395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -314395.812500 Penalty: 4118.784180
	Iteration 67Q: 3 clusters Score -314395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -314396.937500 Penalty: 4118.784180
	Iteration 68Q: 3 clusters Score -314396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -314398.406250 Penalty: 4118.784180
	Iteration 69Q: 3 clusters Score -314398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -314400.531250 Penalty: 4118.784180
	Iteration 70Q: 3 clusters Score -314400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -314400.781250 Penalty: 4118.784180
	Iteration 71Q: 3 clusters Score -314400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -314402.437500 Penalty: 4118.784180
	Iteration 72Q: 3 clusters Score -314402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -314405.593750 Penalty: 4118.784180
	Iteration 73Q: 3 clusters Score -314405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -314407.312500 Penalty: 4118.784180
	Iteration 74Q: 3 clusters Score -314407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -314407.031250 Penalty: 4118.784180
	Iteration 75Q: 3 clusters Score -314407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -314408.093750 Penalty: 4118.784180
	Iteration 76Q: 3 clusters Score -314408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -314407.781250 Penalty: 4118.784180
	Iteration 77Q: 3 clusters Score -314407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -314407.781250 Penalty: 4118.784180
	Iteration 78F: 3 clusters Score -314407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Entering Unmasked Estep 
Score: -3097721.750000 Penalty: 2618.769775
	Iteration 0F: 2 clusters Score -3097722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3071667.500000 Penalty: 5237.539551
	Iteration 0F: 3 clusters Score -3071668 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3081413.500000 Penalty: 5237.539551
	Iteration 1F: 3 clusters Score -3081414 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3081991.250000 Penalty: 5237.539551
	Iteration 2Q: 3 clusters Score -3081991 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3082488.250000 Penalty: 5237.539551
	Iteration 3Q: 3 clusters Score -3082488 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3082891.500000 Penalty: 5237.539551
	Iteration 4Q: 3 clusters Score -3082892 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3083333.500000 Penalty: 5237.539551
	Iteration 5Q: 3 clusters Score -3083334 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3083887.250000 Penalty: 5237.539551
	Iteration 6Q: 3 clusters Score -3083887 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3084626.500000 Penalty: 5237.539551
	Iteration 7Q: 3 clusters Score -3084626 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3085804.750000 Penalty: 5237.539551
	Iteration 8F: 3 clusters Score -3085805 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3087466.250000 Penalty: 5237.539551
	Iteration 9F: 3 clusters Score -3087466 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3089409.000000 Penalty: 5237.539551
	Iteration 10F: 3 clusters Score -3089409 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3091280.750000 Penalty: 5237.539551
	Iteration 11F: 3 clusters Score -3091281 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -3092799.250000 Penalty: 5237.539551
	Iteration 12Q: 3 clusters Score -3092799 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -3093926.750000 Penalty: 5237.539551
	Iteration 13Q: 3 clusters Score -3093927 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -3094629.750000 Penalty: 5237.539551
	Iteration 14Q: 3 clusters Score -3094630 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3095068.500000 Penalty: 5237.539551
	Iteration 15Q: 3 clusters Score -3095068 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3095308.000000 Penalty: 5237.539551
	Iteration 16Q: 3 clusters Score -3095308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -3095512.000000 Penalty: 5237.539551
	Iteration 17Q: 3 clusters Score -3095512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -3095640.500000 Penalty: 5237.539551
	Iteration 18Q: 3 clusters Score -3095640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -3095725.750000 Penalty: 5237.539551
	Iteration 19Q: 3 clusters Score -3095726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -3095759.000000 Penalty: 5237.539551
	Iteration 20F: 3 clusters Score -3095759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -3095794.000000 Penalty: 5237.539551
	Iteration 21Q: 3 clusters Score -3095794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -3095821.000000 Penalty: 5237.539551
	Iteration 22Q: 3 clusters Score -3095821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -3095840.250000 Penalty: 5237.539551
	Iteration 23Q: 3 clusters Score -3095840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -3095852.500000 Penalty: 5237.539551
	Iteration 24Q: 3 clusters Score -3095852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -3095869.250000 Penalty: 5237.539551
	Iteration 25Q: 3 clusters Score -3095869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -3095883.500000 Penalty: 5237.539551
	Iteration 26Q: 3 clusters Score -3095884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -3095890.000000 Penalty: 5237.539551
	Iteration 27Q: 3 clusters Score -3095890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -3095900.250000 Penalty: 5237.539551
	Iteration 28Q: 3 clusters Score -3095900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -3095902.250000 Penalty: 5237.539551
	Iteration 29Q: 3 clusters Score -3095902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -3095907.250000 Penalty: 5237.539551
	Iteration 30Q: 3 clusters Score -3095907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3095908.500000 Penalty: 5237.539551
	Iteration 31Q: 3 clusters Score -3095908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3095907.500000 Penalty: 5237.539551
	Iteration 32Q: 3 clusters Score -3095908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3095907.500000 Penalty: 5237.539551
	Iteration 33Q: 3 clusters Score -3095908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -3095908.250000 Penalty: 5237.539551
	Iteration 34Q: 3 clusters Score -3095908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -3095908.250000 Penalty: 5237.539551
	Iteration 35F: 3 clusters Score -3095908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Entering Unmasked Estep 
Score: -2649846.500000 Penalty: 2584.976807
	Iteration 0F: 2 clusters Score -2649846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2627022.750000 Penalty: 5169.953613
	Iteration 0F: 3 clusters Score -2627023 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2635264.750000 Penalty: 5169.953613
	Iteration 1F: 3 clusters Score -2635265 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2635850.250000 Penalty: 5169.953613
	Iteration 2Q: 3 clusters Score -2635850 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2636426.500000 Penalty: 5169.953613
	Iteration 3Q: 3 clusters Score -2636426 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2637003.750000 Penalty: 5169.953613
	Iteration 4Q: 3 clusters Score -2637004 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2637582.000000 Penalty: 5169.953613
	Iteration 5Q: 3 clusters Score -2637582 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2638150.750000 Penalty: 5169.953613
	Iteration 6Q: 3 clusters Score -2638151 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2638753.250000 Penalty: 5169.953613
	Iteration 7Q: 3 clusters Score -2638753 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2639389.250000 Penalty: 5169.953613
	Iteration 8Q: 3 clusters Score -2639389 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2640143.500000 Penalty: 5169.953613
	Iteration 9Q: 3 clusters Score -2640144 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2640956.000000 Penalty: 5169.953613
	Iteration 10Q: 3 clusters Score -2640956 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2641788.250000 Penalty: 5169.953613
	Iteration 11Q: 3 clusters Score -2641788 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2642605.000000 Penalty: 5169.953613
	Iteration 12Q: 3 clusters Score -2642605 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2643410.250000 Penalty: 5169.953613
	Iteration 13Q: 3 clusters Score -2643410 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2644187.750000 Penalty: 5169.953613
	Iteration 14Q: 3 clusters Score -2644188 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2644907.750000 Penalty: 5169.953613
	Iteration 15Q: 3 clusters Score -2644908 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2645509.500000 Penalty: 5169.953613
	Iteration 16Q: 3 clusters Score -2645510 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2645958.500000 Penalty: 5169.953613
	Iteration 17Q: 3 clusters Score -2645958 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2646364.250000 Penalty: 5169.953613
	Iteration 18Q: 3 clusters Score -2646364 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2646666.500000 Penalty: 5169.953613
	Iteration 19Q: 3 clusters Score -2646666 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2646895.750000 Penalty: 5169.953613
	Iteration 20F: 3 clusters Score -2646896 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2647056.500000 Penalty: 5169.953613
	Iteration 21Q: 3 clusters Score -2647056 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2647141.000000 Penalty: 5169.953613
	Iteration 22Q: 3 clusters Score -2647141 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2647205.000000 Penalty: 5169.953613
	Iteration 23Q: 3 clusters Score -2647205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2647257.500000 Penalty: 5169.953613
	Iteration 24Q: 3 clusters Score -2647258 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2647300.750000 Penalty: 5169.953613
	Iteration 25Q: 3 clusters Score -2647301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2647342.000000 Penalty: 5169.953613
	Iteration 26Q: 3 clusters Score -2647342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2647382.500000 Penalty: 5169.953613
	Iteration 27Q: 3 clusters Score -2647382 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2647402.750000 Penalty: 5169.953613
	Iteration 28Q: 3 clusters Score -2647403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2647427.500000 Penalty: 5169.953613
	Iteration 29Q: 3 clusters Score -2647428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2647444.750000 Penalty: 5169.953613
	Iteration 30Q: 3 clusters Score -2647445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2647471.250000 Penalty: 5169.953613
	Iteration 31Q: 3 clusters Score -2647471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2647489.000000 Penalty: 5169.953613
	Iteration 32Q: 3 clusters Score -2647489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2647507.500000 Penalty: 5169.953613
	Iteration 33Q: 3 clusters Score -2647508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2647524.500000 Penalty: 5169.953613
	Iteration 34Q: 3 clusters Score -2647524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2647538.750000 Penalty: 5169.953613
	Iteration 35Q: 3 clusters Score -2647539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2647551.500000 Penalty: 5169.953613
	Iteration 36Q: 3 clusters Score -2647552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2647554.500000 Penalty: 5169.953613
	Iteration 37Q: 3 clusters Score -2647554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2647574.750000 Penalty: 5169.953613
	Iteration 38Q: 3 clusters Score -2647575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2647579.750000 Penalty: 5169.953613
	Iteration 39Q: 3 clusters Score -2647580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2647589.000000 Penalty: 5169.953613
	Iteration 40F: 3 clusters Score -2647589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2647588.750000 Penalty: 5169.953613
	Iteration 41Q: 3 clusters Score -2647589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2647598.250000 Penalty: 5169.953613
	Iteration 42Q: 3 clusters Score -2647598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2647595.750000 Penalty: 5169.953613
	Iteration 43Q: 3 clusters Score -2647596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2647605.750000 Penalty: 5169.953613
	Iteration 44Q: 3 clusters Score -2647606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2647616.750000 Penalty: 5169.953613
	Iteration 45Q: 3 clusters Score -2647617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2647612.750000 Penalty: 5169.953613
	Iteration 46Q: 3 clusters Score -2647613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2647610.250000 Penalty: 5169.953613
	Iteration 47Q: 3 clusters Score -2647610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2647610.750000 Penalty: 5169.953613
	Iteration 48Q: 3 clusters Score -2647611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2647608.750000 Penalty: 5169.953613
	Iteration 49Q: 3 clusters Score -2647609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2647608.750000 Penalty: 5169.953613
	Iteration 50Q: 3 clusters Score -2647609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2647612.250000 Penalty: 5169.953613
	Iteration 51Q: 3 clusters Score -2647612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2647614.250000 Penalty: 5169.953613
	Iteration 52Q: 3 clusters Score -2647614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2647612.000000 Penalty: 5169.953613
	Iteration 53Q: 3 clusters Score -2647612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2647611.250000 Penalty: 5169.953613
	Iteration 54Q: 3 clusters Score -2647611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2647609.500000 Penalty: 5169.953613
	Iteration 55Q: 3 clusters Score -2647610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2647613.750000 Penalty: 5169.953613
	Iteration 56Q: 3 clusters Score -2647614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2647614.000000 Penalty: 5169.953613
	Iteration 57Q: 3 clusters Score -2647614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2647610.250000 Penalty: 5169.953613
	Iteration 58Q: 3 clusters Score -2647610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2647611.750000 Penalty: 5169.953613
	Iteration 59Q: 3 clusters Score -2647612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2647609.750000 Penalty: 5169.953613
	Iteration 60F: 3 clusters Score -2647610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Entering Unmasked Estep 
Score: -3980998.750000 Penalty: 2678.987061
	Iteration 0F: 2 clusters Score -3980999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3947867.750000 Penalty: 5357.974121
	Iteration 0F: 3 clusters Score -3947868 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3960379.750000 Penalty: 5357.974121
	Iteration 1F: 3 clusters Score -3960380 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3961006.750000 Penalty: 5357.974121
	Iteration 2Q: 3 clusters Score -3961007 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3961724.750000 Penalty: 5357.974121
	Iteration 3Q: 3 clusters Score -3961725 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3962645.750000 Penalty: 5357.974121
	Iteration 4Q: 3 clusters Score -3962646 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3964032.750000 Penalty: 5357.974121
	Iteration 5F: 3 clusters Score -3964033 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3966155.250000 Penalty: 5357.974121
	Iteration 6F: 3 clusters Score -3966155 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -3968619.250000 Penalty: 5357.974121
	Iteration 7F: 3 clusters Score -3968619 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -3971147.750000 Penalty: 5357.974121
	Iteration 8F: 3 clusters Score -3971148 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -3973319.250000 Penalty: 5357.974121
	Iteration 9F: 3 clusters Score -3973319 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -3974993.750000 Penalty: 5357.974121
	Iteration 10Q: 3 clusters Score -3974994 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -3976140.500000 Penalty: 5357.974121
	Iteration 11Q: 3 clusters Score -3976140 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -3977012.000000 Penalty: 5357.974121
	Iteration 12Q: 3 clusters Score -3977012 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -3977658.000000 Penalty: 5357.974121
	Iteration 13Q: 3 clusters Score -3977658 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -3978054.500000 Penalty: 5357.974121
	Iteration 14Q: 3 clusters Score -3978054 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -3978288.500000 Penalty: 5357.974121
	Iteration 15Q: 3 clusters Score -3978288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -3978408.750000 Penalty: 5357.974121
	Iteration 16Q: 3 clusters Score -3978409 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -3978471.250000 Penalty: 5357.974121
	Iteration 17Q: 3 clusters Score -3978471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -3978522.000000 Penalty: 5357.974121
	Iteration 18Q: 3 clusters Score -3978522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -3978569.250000 Penalty: 5357.974121
	Iteration 19Q: 3 clusters Score -3978569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -3978596.250000 Penalty: 5357.974121
	Iteration 20F: 3 clusters Score -3978596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -3978618.500000 Penalty: 5357.974121
	Iteration 21Q: 3 clusters Score -3978618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -3978643.000000 Penalty: 5357.974121
	Iteration 22Q: 3 clusters Score -3978643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -3978657.250000 Penalty: 5357.974121
	Iteration 23Q: 3 clusters Score -3978657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -3978663.250000 Penalty: 5357.974121
	Iteration 24Q: 3 clusters Score -3978663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -3978665.500000 Penalty: 5357.974121
	Iteration 25Q: 3 clusters Score -3978666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -3978664.750000 Penalty: 5357.974121
	Iteration 26Q: 3 clusters Score -3978665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -3978675.000000 Penalty: 5357.974121
	Iteration 27Q: 3 clusters Score -3978675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -3978675.750000 Penalty: 5357.974121
	Iteration 28Q: 3 clusters Score -3978676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -3978677.750000 Penalty: 5357.974121
	Iteration 29Q: 3 clusters Score -3978678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -3978685.250000 Penalty: 5357.974121
	Iteration 30Q: 3 clusters Score -3978685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -3978688.250000 Penalty: 5357.974121
	Iteration 31Q: 3 clusters Score -3978688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -3978688.250000 Penalty: 5357.974121
	Iteration 32F: 3 clusters Score -3978688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Entering Unmasked Estep 
Score: -3554474.250000 Penalty: 2650.138184
	Iteration 0F: 2 clusters Score -3554474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3524913.750000 Penalty: 5300.276367
	Iteration 0F: 3 clusters Score -3524914 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3535794.250000 Penalty: 5300.276367
	Iteration 1F: 3 clusters Score -3535794 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3536312.750000 Penalty: 5300.276367
	Iteration 2Q: 3 clusters Score -3536313 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3536842.750000 Penalty: 5300.276367
	Iteration 3Q: 3 clusters Score -3536843 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3537553.250000 Penalty: 5300.276367
	Iteration 4Q: 3 clusters Score -3537553 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3538558.000000 Penalty: 5300.276367
	Iteration 5Q: 3 clusters Score -3538558 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3540123.000000 Penalty: 5300.276367
	Iteration 6F: 3 clusters Score -3540123 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3542395.250000 Penalty: 5300.276367
	Iteration 7F: 3 clusters Score -3542395 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3545148.750000 Penalty: 5300.276367
	Iteration 8F: 3 clusters Score -3545149 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3548020.750000 Penalty: 5300.276367
	Iteration 9F: 3 clusters Score -3548021 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3550045.000000 Penalty: 5300.276367
	Iteration 10Q: 3 clusters Score -3550045 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3551194.250000 Penalty: 5300.276367
	Iteration 11Q: 3 clusters Score -3551194 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3551720.750000 Penalty: 5300.276367
	Iteration 12Q: 3 clusters Score -3551721 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3551950.250000 Penalty: 5300.276367
	Iteration 13Q: 3 clusters Score -3551950 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3552059.000000 Penalty: 5300.276367
	Iteration 14Q: 3 clusters Score -3552059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3552133.250000 Penalty: 5300.276367
	Iteration 15Q: 3 clusters Score -3552133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3552205.000000 Penalty: 5300.276367
	Iteration 16Q: 3 clusters Score -3552205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3552245.750000 Penalty: 5300.276367
	Iteration 17Q: 3 clusters Score -3552246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3552270.750000 Penalty: 5300.276367
	Iteration 18Q: 3 clusters Score -3552271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3552280.250000 Penalty: 5300.276367
	Iteration 19Q: 3 clusters Score -3552280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3552287.750000 Penalty: 5300.276367
	Iteration 20F: 3 clusters Score -3552288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3552301.250000 Penalty: 5300.276367
	Iteration 21Q: 3 clusters Score -3552301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3552302.000000 Penalty: 5300.276367
	Iteration 22Q: 3 clusters Score -3552302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3552304.250000 Penalty: 5300.276367
	Iteration 23Q: 3 clusters Score -3552304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3552303.500000 Penalty: 5300.276367
	Iteration 24Q: 3 clusters Score -3552304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3552303.250000 Penalty: 5300.276367
	Iteration 25Q: 3 clusters Score -3552303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3552306.000000 Penalty: 5300.276367
	Iteration 26Q: 3 clusters Score -3552306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3552304.750000 Penalty: 5300.276367
	Iteration 27Q: 3 clusters Score -3552305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3552304.750000 Penalty: 5300.276367
	Iteration 28F: 3 clusters Score -3552305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -445341.718750 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -445341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -440262.906250 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -440262.9 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -441755.968750 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -441756 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -442268.906250 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -442268.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -442905.437500 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -442905.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -443590.062500 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -443590.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -444112.187500 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -444112.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -444415.218750 Penalty: 4303.502441
	Iteration 6F: 3 clusters Score -444415.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -444593.781250 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -444593.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -444711.218750 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -444711.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -444783.156250 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -444783.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -444832.875000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -444832.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -444860.375000 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -444860.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -444876.968750 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -444877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -444894.531250 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -444894.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -444902.906250 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -444902.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -444908.343750 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -444908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -444913.218750 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -444913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -444916.250000 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -444916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -444922.187500 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -444922.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -444926.906250 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -444926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -444932.937500 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -444932.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -444937.562500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -444937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -444938.937500 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -444938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -444941.281250 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -444941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -444942.968750 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -444943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -444944.968750 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -444945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -444945.406250 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -444945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -444946.875000 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -444946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -444947.437500 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -444947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -444949.406250 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -444949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -444948.531250 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -444948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -444949.656250 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -444949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -444949.656250 Penalty: 4303.502441
	Iteration 32F: 3 clusters Score -444949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -40005.875000 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -40005.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38508.894531 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -38508.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38732.925781 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -38732.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38880.675781 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -38880.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38994.546875 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -38994.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39129.441406 Penalty: 3086.397705
	Iteration 4F: 3 clusters Score -39129.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39348.312500 Penalty: 3086.397705
	Iteration 5F: 3 clusters Score -39348.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39577.273438 Penalty: 3086.397705
	Iteration 6F: 3 clusters Score -39577.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39913.867188 Penalty: 3086.397705
	Iteration 7F: 3 clusters Score -39913.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40244.226562 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -40244.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40387.460938 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -40387.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40478.953125 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -40478.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40550.320312 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -40550.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40574.753906 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -40574.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40581.914062 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -40581.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40592.613281 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -40592.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40605.363281 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -40605.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40605.363281 Penalty: 3086.397705
	Iteration 16F: 3 clusters Score -40605.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111386 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 213 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74299 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128658 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110976 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 291 members 
Entering Unmasked Estep 
Score: -150814912.000000 Penalty: 246271.468750
Splitting cluster 25 changes total score from -150816464.000000 to -150814912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (142906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142906 members 
Entering Unmasked Estep 
Score: -14016520.000000 Penalty: 2943.745850
	Iteration 0F: 2 clusters Score -1.401652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71434 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -13928520.000000 Penalty: 5887.491699
	Iteration 0F: 3 clusters Score -1.392852e+07 nChanged 68096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -13968915.000000 Penalty: 5887.491699
	Iteration 1F: 3 clusters Score -1.396892e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -13970934.000000 Penalty: 5887.491699
	Iteration 2Q: 3 clusters Score -1.397093e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -13973433.000000 Penalty: 5887.491699
	Iteration 3Q: 3 clusters Score -1.397343e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -13976641.000000 Penalty: 5887.491699
	Iteration 4F: 3 clusters Score -1.397664e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -13980179.000000 Penalty: 5887.491699
	Iteration 5F: 3 clusters Score -1.398018e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -13983827.000000 Penalty: 5887.491699
	Iteration 6F: 3 clusters Score -1.398383e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -13987473.000000 Penalty: 5887.491699
	Iteration 7F: 3 clusters Score -1.398747e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -13991233.000000 Penalty: 5887.491699
	Iteration 8Q: 3 clusters Score -1.399123e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -13995115.000000 Penalty: 5887.491699
	Iteration 9Q: 3 clusters Score -1.399512e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -13998842.000000 Penalty: 5887.491699
	Iteration 10Q: 3 clusters Score -1.399884e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -14001405.000000 Penalty: 5887.491699
	Iteration 11Q: 3 clusters Score -1.40014e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -14002833.000000 Penalty: 5887.491699
	Iteration 12Q: 3 clusters Score -1.400283e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -14003903.000000 Penalty: 5887.491699
	Iteration 13Q: 3 clusters Score -1.40039e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 103042 members 
Entering Unmasked Estep 
Score: -14004618.000000 Penalty: 5887.491699
	Iteration 14Q: 3 clusters Score -1.400462e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -14005194.000000 Penalty: 5887.491699
	Iteration 15Q: 3 clusters Score -1.400519e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -14005868.000000 Penalty: 5887.491699
	Iteration 16Q: 3 clusters Score -1.400587e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -14006733.000000 Penalty: 5887.491699
	Iteration 17Q: 3 clusters Score -1.400673e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -14007638.000000 Penalty: 5887.491699
	Iteration 18Q: 3 clusters Score -1.400764e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -14008674.000000 Penalty: 5887.491699
	Iteration 19Q: 3 clusters Score -1.400867e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 118350 members 
Entering Unmasked Estep 
Score: -14009697.000000 Penalty: 5887.491699
	Iteration 20F: 3 clusters Score -1.40097e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 120828 members 
Entering Unmasked Estep 
Score: -14010641.000000 Penalty: 5887.491699
	Iteration 21Q: 3 clusters Score -1.401064e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -14011541.000000 Penalty: 5887.491699
	Iteration 22Q: 3 clusters Score -1.401154e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -14012486.000000 Penalty: 5887.491699
	Iteration 23Q: 3 clusters Score -1.401249e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 127829 members 
Entering Unmasked Estep 
Score: -14013174.000000 Penalty: 5887.491699
	Iteration 24Q: 3 clusters Score -1.401317e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -14013750.000000 Penalty: 5887.491699
	Iteration 25Q: 3 clusters Score -1.401375e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 131959 members 
Entering Unmasked Estep 
Score: -14014148.000000 Penalty: 5887.491699
	Iteration 26Q: 3 clusters Score -1.401415e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 133744 members 
Entering Unmasked Estep 
Score: -14014349.000000 Penalty: 5887.491699
	Iteration 27Q: 3 clusters Score -1.401435e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -14014559.000000 Penalty: 5887.491699
	Iteration 28Q: 3 clusters Score -1.401456e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -14014667.000000 Penalty: 5887.491699
	Iteration 29Q: 3 clusters Score -1.401467e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -14014695.000000 Penalty: 5887.491699
	Iteration 30Q: 3 clusters Score -1.40147e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -14014673.000000 Penalty: 5887.491699
	Iteration 31Q: 3 clusters Score -1.401467e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 139358 members 
Entering Unmasked Estep 
Score: -14014642.000000 Penalty: 5887.491699
	Iteration 32Q: 3 clusters Score -1.401464e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 139937 members 
Entering Unmasked Estep 
Score: -14014583.000000 Penalty: 5887.491699
	Iteration 33Q: 3 clusters Score -1.401458e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -14014569.000000 Penalty: 5887.491699
	Iteration 34Q: 3 clusters Score -1.401457e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -14014502.000000 Penalty: 5887.491699
	Iteration 35Q: 3 clusters Score -1.40145e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 141023 members 
Entering Unmasked Estep 
Score: -14014501.000000 Penalty: 5887.491699
	Iteration 36Q: 3 clusters Score -1.40145e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 141237 members 
Entering Unmasked Estep 
Score: -14014432.000000 Penalty: 5887.491699
	Iteration 37Q: 3 clusters Score -1.401443e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 141399 members 
Entering Unmasked Estep 
Score: -14014469.000000 Penalty: 5887.491699
	Iteration 38Q: 3 clusters Score -1.401447e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
Score: -14014494.000000 Penalty: 5887.491699
	Iteration 39Q: 3 clusters Score -1.401449e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -14014493.000000 Penalty: 5887.491699
	Iteration 40F: 3 clusters Score -1.401449e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 141741 members 
Entering Unmasked Estep 
Score: -14014464.000000 Penalty: 5887.491699
	Iteration 41Q: 3 clusters Score -1.401446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -14014416.000000 Penalty: 5887.491699
	Iteration 42Q: 3 clusters Score -1.401442e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 141877 members 
Entering Unmasked Estep 
Score: -14014414.000000 Penalty: 5887.491699
	Iteration 43Q: 3 clusters Score -1.401441e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 141920 members 
Entering Unmasked Estep 
Score: -14014418.000000 Penalty: 5887.491699
	Iteration 44Q: 3 clusters Score -1.401442e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 141961 members 
Entering Unmasked Estep 
Score: -14014466.000000 Penalty: 5887.491699
	Iteration 45Q: 3 clusters Score -1.401447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -14014477.000000 Penalty: 5887.491699
	Iteration 46Q: 3 clusters Score -1.401448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -14014481.000000 Penalty: 5887.491699
	Iteration 47Q: 3 clusters Score -1.401448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 142052 members 
Entering Unmasked Estep 
Score: -14014475.000000 Penalty: 5887.491699
	Iteration 48Q: 3 clusters Score -1.401448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -14014486.000000 Penalty: 5887.491699
	Iteration 49Q: 3 clusters Score -1.401449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 142079 members 
Entering Unmasked Estep 
Score: -14014485.000000 Penalty: 5887.491699
	Iteration 50Q: 3 clusters Score -1.401448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -14014498.000000 Penalty: 5887.491699
	Iteration 51Q: 3 clusters Score -1.40145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 142090 members 
Entering Unmasked Estep 
Score: -14014492.000000 Penalty: 5887.491699
	Iteration 52Q: 3 clusters Score -1.401449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -14014492.000000 Penalty: 5887.491699
	Iteration 53Q: 3 clusters Score -1.401449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -14014481.000000 Penalty: 5887.491699
	Iteration 54Q: 3 clusters Score -1.401448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -14014481.000000 Penalty: 5887.491699
	Iteration 55F: 3 clusters Score -1.401448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -214199.375000 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -214199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -210978.750000 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -210978.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -211678.078125 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -211678.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -211894.093750 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -211894.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -211998.187500 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -211998.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -212057.187500 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -212057.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -212098.468750 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -212098.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212124.734375 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -212124.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212139.515625 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -212139.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212150.375000 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -212150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -212157.828125 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -212157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -212166.031250 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -212166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -212172.890625 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -212172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -212177.171875 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -212177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212179.890625 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -212179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -212183.578125 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -212183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -212185.593750 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -212185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -212185.593750 Penalty: 3942.223877
	Iteration 16F: 3 clusters Score -212185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -245436.515625 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -245436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -242112.796875 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -242112.8 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -242799.656250 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -242799.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -242945.656250 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -242945.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -243033.500000 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -243033.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -243095.937500 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -243095.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -243148.593750 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -243148.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -243193.953125 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -243194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -243233.296875 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -243233.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -243262.796875 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -243262.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -243289.000000 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -243289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -243312.656250 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -243312.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -243338.218750 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -243338.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -243364.281250 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -243364.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -243392.578125 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -243392.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -243422.718750 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -243422.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -243439.171875 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -243439.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -243451.468750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -243451.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -243463.562500 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -243463.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -243473.984375 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -243474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -243488.265625 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -243488.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -243504.625000 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -243504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -243514.687500 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -243514.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -243528.812500 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -243528.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -243548.984375 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -243549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -243557.828125 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -243557.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -243565.312500 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -243565.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -243575.031250 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -243575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -243586.359375 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -243586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -243601.343750 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -243601.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -243619.234375 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -243619.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -243631.968750 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -243632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -243647.171875 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -243647.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -243661.625000 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -243661.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -243670.046875 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -243670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -243678.250000 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -243678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -243681.312500 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -243681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -243682.953125 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -243683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -243686.906250 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -243686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -243690.296875 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -243690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -243691.875000 Penalty: 3996.459473
	Iteration 39Q: 3 clusters Score -243691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -243693.062500 Penalty: 3996.459473
	Iteration 40F: 3 clusters Score -243693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -243694.515625 Penalty: 3996.459473
	Iteration 41Q: 3 clusters Score -243694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -243696.203125 Penalty: 3996.459473
	Iteration 42Q: 3 clusters Score -243696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -243699.046875 Penalty: 3996.459473
	Iteration 43Q: 3 clusters Score -243699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -243702.234375 Penalty: 3996.459473
	Iteration 44Q: 3 clusters Score -243702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -243706.156250 Penalty: 3996.459473
	Iteration 45Q: 3 clusters Score -243706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -243708.515625 Penalty: 3996.459473
	Iteration 46Q: 3 clusters Score -243708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -243713.390625 Penalty: 3996.459473
	Iteration 47Q: 3 clusters Score -243713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -243716.656250 Penalty: 3996.459473
	Iteration 48Q: 3 clusters Score -243716.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -243720.203125 Penalty: 3996.459473
	Iteration 49Q: 3 clusters Score -243720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -243723.109375 Penalty: 3996.459473
	Iteration 50Q: 3 clusters Score -243723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -243724.625000 Penalty: 3996.459473
	Iteration 51Q: 3 clusters Score -243724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -243725.218750 Penalty: 3996.459473
	Iteration 52Q: 3 clusters Score -243725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -243726.921875 Penalty: 3996.459473
	Iteration 53Q: 3 clusters Score -243726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -243727.515625 Penalty: 3996.459473
	Iteration 54Q: 3 clusters Score -243727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -243729.265625 Penalty: 3996.459473
	Iteration 55Q: 3 clusters Score -243729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -243730.046875 Penalty: 3996.459473
	Iteration 56Q: 3 clusters Score -243730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -243730.046875 Penalty: 3996.459473
	Iteration 57F: 3 clusters Score -243730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Entering Unmasked Estep 
Score: -3028190.000000 Penalty: 2531.307129
	Iteration 0F: 2 clusters Score -3028190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3009558.750000 Penalty: 5062.614258
	Iteration 0F: 3 clusters Score -3009559 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3016032.750000 Penalty: 5062.614258
	Iteration 1F: 3 clusters Score -3016033 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3016454.250000 Penalty: 5062.614258
	Iteration 2Q: 3 clusters Score -3016454 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3016797.500000 Penalty: 5062.614258
	Iteration 3Q: 3 clusters Score -3016798 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3017123.750000 Penalty: 5062.614258
	Iteration 4Q: 3 clusters Score -3017124 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3017542.000000 Penalty: 5062.614258
	Iteration 5Q: 3 clusters Score -3017542 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3018174.250000 Penalty: 5062.614258
	Iteration 6Q: 3 clusters Score -3018174 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3019113.500000 Penalty: 5062.614258
	Iteration 7F: 3 clusters Score -3019114 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3020450.000000 Penalty: 5062.614258
	Iteration 8F: 3 clusters Score -3020450 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3022053.000000 Penalty: 5062.614258
	Iteration 9F: 3 clusters Score -3022053 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3023689.000000 Penalty: 5062.614258
	Iteration 10F: 3 clusters Score -3023689 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3024821.500000 Penalty: 5062.614258
	Iteration 11Q: 3 clusters Score -3024822 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3025447.750000 Penalty: 5062.614258
	Iteration 12Q: 3 clusters Score -3025448 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3025721.750000 Penalty: 5062.614258
	Iteration 13Q: 3 clusters Score -3025722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3025837.500000 Penalty: 5062.614258
	Iteration 14Q: 3 clusters Score -3025838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3025897.750000 Penalty: 5062.614258
	Iteration 15Q: 3 clusters Score -3025898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3025933.250000 Penalty: 5062.614258
	Iteration 16Q: 3 clusters Score -3025933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3025959.250000 Penalty: 5062.614258
	Iteration 17Q: 3 clusters Score -3025959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3025987.750000 Penalty: 5062.614258
	Iteration 18Q: 3 clusters Score -3025988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3026020.000000 Penalty: 5062.614258
	Iteration 19Q: 3 clusters Score -3026020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3026039.250000 Penalty: 5062.614258
	Iteration 20F: 3 clusters Score -3026039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3026048.250000 Penalty: 5062.614258
	Iteration 21Q: 3 clusters Score -3026048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3026057.250000 Penalty: 5062.614258
	Iteration 22Q: 3 clusters Score -3026057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3026074.250000 Penalty: 5062.614258
	Iteration 23Q: 3 clusters Score -3026074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3026081.500000 Penalty: 5062.614258
	Iteration 24Q: 3 clusters Score -3026082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3026087.000000 Penalty: 5062.614258
	Iteration 25Q: 3 clusters Score -3026087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3026084.000000 Penalty: 5062.614258
	Iteration 26Q: 3 clusters Score -3026084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3026086.000000 Penalty: 5062.614258
	Iteration 27Q: 3 clusters Score -3026086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3026086.000000 Penalty: 5062.614258
	Iteration 28F: 3 clusters Score -3026086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -250282.093750 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -250282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -247150.437500 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -247150.4 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247962.718750 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -247962.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248257.343750 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -248257.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -248514.296875 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -248514.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -248848.828125 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -248848.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249300.843750 Penalty: 3952.801270
	Iteration 5F: 3 clusters Score -249300.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -249658.671875 Penalty: 3952.801270
	Iteration 6F: 3 clusters Score -249658.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -249838.718750 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -249838.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -249932.390625 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -249932.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -249980.906250 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -249980.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -250013.921875 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -250013.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -250034.781250 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -250034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -250044.125000 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -250044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -250052.703125 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -250052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -250055.421875 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -250055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -250058.062500 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -250058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -250060.171875 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -250060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -250060.984375 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -250061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -250062.109375 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -250062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -250062.765625 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -250062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -250064.171875 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -250064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -250064.531250 Penalty: 3952.801270
	Iteration 21Q: 3 clusters Score -250064.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -250064.531250 Penalty: 3952.801270
	Iteration 22F: 3 clusters Score -250064.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Entering Unmasked Estep 
Score: -1353957.375000 Penalty: 2417.519287
	Iteration 0F: 2 clusters Score -1353957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1341793.000000 Penalty: 4835.038574
	Iteration 0F: 3 clusters Score -1341793 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1345948.750000 Penalty: 4835.038574
	Iteration 1F: 3 clusters Score -1345949 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1346653.375000 Penalty: 4835.038574
	Iteration 2F: 3 clusters Score -1346653 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1347543.000000 Penalty: 4835.038574
	Iteration 3F: 3 clusters Score -1347543 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1348628.750000 Penalty: 4835.038574
	Iteration 4F: 3 clusters Score -1348629 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1349655.375000 Penalty: 4835.038574
	Iteration 5F: 3 clusters Score -1349655 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1350410.750000 Penalty: 4835.038574
	Iteration 6F: 3 clusters Score -1350411 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1351019.250000 Penalty: 4835.038574
	Iteration 7Q: 3 clusters Score -1351019 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1351622.250000 Penalty: 4835.038574
	Iteration 8Q: 3 clusters Score -1351622 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1352292.750000 Penalty: 4835.038574
	Iteration 9Q: 3 clusters Score -1352293 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1352889.000000 Penalty: 4835.038574
	Iteration 10Q: 3 clusters Score -1352889 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1353247.250000 Penalty: 4835.038574
	Iteration 11Q: 3 clusters Score -1353247 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1353400.250000 Penalty: 4835.038574
	Iteration 12Q: 3 clusters Score -1353400 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1353442.625000 Penalty: 4835.038574
	Iteration 13Q: 3 clusters Score -1353443 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1353471.750000 Penalty: 4835.038574
	Iteration 14Q: 3 clusters Score -1353472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1353482.125000 Penalty: 4835.038574
	Iteration 15Q: 3 clusters Score -1353482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1353492.875000 Penalty: 4835.038574
	Iteration 16Q: 3 clusters Score -1353493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1353497.875000 Penalty: 4835.038574
	Iteration 17Q: 3 clusters Score -1353498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1353500.875000 Penalty: 4835.038574
	Iteration 18Q: 3 clusters Score -1353501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1353510.000000 Penalty: 4835.038574
	Iteration 19Q: 3 clusters Score -1353510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1353507.375000 Penalty: 4835.038574
	Iteration 20F: 3 clusters Score -1353507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1353506.750000 Penalty: 4835.038574
	Iteration 21Q: 3 clusters Score -1353507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1353507.875000 Penalty: 4835.038574
	Iteration 22Q: 3 clusters Score -1353508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1353510.375000 Penalty: 4835.038574
	Iteration 23Q: 3 clusters Score -1353510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1353512.875000 Penalty: 4835.038574
	Iteration 24Q: 3 clusters Score -1353513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1353511.750000 Penalty: 4835.038574
	Iteration 25Q: 3 clusters Score -1353512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1353508.875000 Penalty: 4835.038574
	Iteration 26Q: 3 clusters Score -1353509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1353509.250000 Penalty: 4835.038574
	Iteration 27Q: 3 clusters Score -1353509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1353509.250000 Penalty: 4835.038574
	Iteration 28F: 3 clusters Score -1353509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -1489764.625000 Penalty: 2436.018799
	Iteration 0F: 2 clusters Score -1489765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1476603.875000 Penalty: 4872.037598
	Iteration 0F: 3 clusters Score -1476604 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1480973.250000 Penalty: 4872.037598
	Iteration 1F: 3 clusters Score -1480973 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1481349.000000 Penalty: 4872.037598
	Iteration 2F: 3 clusters Score -1481349 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1481690.875000 Penalty: 4872.037598
	Iteration 3Q: 3 clusters Score -1481691 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1481992.500000 Penalty: 4872.037598
	Iteration 4Q: 3 clusters Score -1481992 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1482338.000000 Penalty: 4872.037598
	Iteration 5Q: 3 clusters Score -1482338 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1482753.000000 Penalty: 4872.037598
	Iteration 6Q: 3 clusters Score -1482753 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1483327.875000 Penalty: 4872.037598
	Iteration 7F: 3 clusters Score -1483328 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1484185.125000 Penalty: 4872.037598
	Iteration 8F: 3 clusters Score -1484185 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1485184.000000 Penalty: 4872.037598
	Iteration 9F: 3 clusters Score -1485184 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1486116.625000 Penalty: 4872.037598
	Iteration 10F: 3 clusters Score -1486117 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1486742.375000 Penalty: 4872.037598
	Iteration 11Q: 3 clusters Score -1486742 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1487131.125000 Penalty: 4872.037598
	Iteration 12Q: 3 clusters Score -1487131 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1487341.500000 Penalty: 4872.037598
	Iteration 13Q: 3 clusters Score -1487342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1487461.500000 Penalty: 4872.037598
	Iteration 14Q: 3 clusters Score -1487462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1487547.000000 Penalty: 4872.037598
	Iteration 15Q: 3 clusters Score -1487547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1487609.625000 Penalty: 4872.037598
	Iteration 16Q: 3 clusters Score -1487610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1487652.875000 Penalty: 4872.037598
	Iteration 17Q: 3 clusters Score -1487653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1487684.750000 Penalty: 4872.037598
	Iteration 18Q: 3 clusters Score -1487685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1487698.875000 Penalty: 4872.037598
	Iteration 19Q: 3 clusters Score -1487699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1487712.875000 Penalty: 4872.037598
	Iteration 20F: 3 clusters Score -1487713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1487719.750000 Penalty: 4872.037598
	Iteration 21Q: 3 clusters Score -1487720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1487723.875000 Penalty: 4872.037598
	Iteration 22Q: 3 clusters Score -1487724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1487729.250000 Penalty: 4872.037598
	Iteration 23Q: 3 clusters Score -1487729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1487734.500000 Penalty: 4872.037598
	Iteration 24Q: 3 clusters Score -1487734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1487736.250000 Penalty: 4872.037598
	Iteration 25Q: 3 clusters Score -1487736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1487734.375000 Penalty: 4872.037598
	Iteration 26Q: 3 clusters Score -1487734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1487734.375000 Penalty: 4872.037598
	Iteration 27F: 3 clusters Score -1487734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -391894.843750 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -391894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -387360.906250 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -387360.9 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -388473.406250 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -388473.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -388745.875000 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -388745.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -388935.218750 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -388935.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -389103.718750 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -389103.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -389250.812500 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -389250.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -389414.062500 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -389414.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -389573.218750 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -389573.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -389726.500000 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -389726.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -389868.562500 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -389868.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -389979.187500 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -389979.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -390083.781250 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -390083.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -390182.031250 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -390182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -390253.281250 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -390253.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -390325.062500 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -390325.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -390399.812500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -390399.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -390458.125000 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -390458.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -390518.093750 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -390518.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -390583.187500 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -390583.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -390640.906250 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -390640.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -390682.218750 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -390682.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -390721.468750 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -390721.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -390770.156250 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -390770.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -390822.906250 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -390822.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -390881.781250 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -390881.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -390933.562500 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -390933.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -390969.906250 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -390969.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -390997.156250 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -390997.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -391022.843750 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -391022.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -391051.625000 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -391051.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -391072.812500 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -391072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -391088.250000 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -391088.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -391102.281250 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -391102.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -391118.968750 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -391119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -391132.875000 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -391132.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -391143.750000 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -391143.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -391157.687500 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -391157.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -391166.343750 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -391166.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -391182.000000 Penalty: 4225.914551
	Iteration 38Q: 3 clusters Score -391182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -391190.750000 Penalty: 4225.914551
	Iteration 39Q: 3 clusters Score -391190.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -391198.468750 Penalty: 4225.914551
	Iteration 40F: 3 clusters Score -391198.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -391208.968750 Penalty: 4225.914551
	Iteration 41Q: 3 clusters Score -391209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -391220.375000 Penalty: 4225.914551
	Iteration 42Q: 3 clusters Score -391220.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -391227.437500 Penalty: 4225.914551
	Iteration 43Q: 3 clusters Score -391227.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -391242.250000 Penalty: 4225.914551
	Iteration 44Q: 3 clusters Score -391242.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -391252.468750 Penalty: 4225.914551
	Iteration 45Q: 3 clusters Score -391252.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -391257.156250 Penalty: 4225.914551
	Iteration 46Q: 3 clusters Score -391257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -391261.937500 Penalty: 4225.914551
	Iteration 47Q: 3 clusters Score -391261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -391264.875000 Penalty: 4225.914551
	Iteration 48Q: 3 clusters Score -391264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -391267.843750 Penalty: 4225.914551
	Iteration 49Q: 3 clusters Score -391267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -391269.750000 Penalty: 4225.914551
	Iteration 50Q: 3 clusters Score -391269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -391271.968750 Penalty: 4225.914551
	Iteration 51Q: 3 clusters Score -391272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -391273.406250 Penalty: 4225.914551
	Iteration 52Q: 3 clusters Score -391273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -391274.187500 Penalty: 4225.914551
	Iteration 53Q: 3 clusters Score -391274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -391276.031250 Penalty: 4225.914551
	Iteration 54Q: 3 clusters Score -391276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -391277.656250 Penalty: 4225.914551
	Iteration 55Q: 3 clusters Score -391277.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -391279.187500 Penalty: 4225.914551
	Iteration 56Q: 3 clusters Score -391279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -391279.906250 Penalty: 4225.914551
	Iteration 57Q: 3 clusters Score -391279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -391280.937500 Penalty: 4225.914551
	Iteration 58Q: 3 clusters Score -391280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -391280.937500 Penalty: 4225.914551
	Iteration 59F: 3 clusters Score -391280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -385386.125000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -385386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -380911.312500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -380911.3 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -381967.406250 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -381967.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -382193.500000 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -382193.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -382328.062500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -382328.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382428.562500 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -382428.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -382492.375000 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -382492.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -382546.531250 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -382546.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -382596.531250 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -382596.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -382638.062500 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -382638.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -382684.406250 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -382684.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -382725.625000 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -382725.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -382763.281250 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -382763.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -382800.062500 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -382800.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -382834.656250 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -382834.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -382867.656250 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -382867.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -382894.812500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -382894.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -382915.281250 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -382915.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -382937.906250 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -382937.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -382963.500000 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -382963.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -382987.187500 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -382987.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -383007.468750 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -383007.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -383019.593750 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -383019.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -383032.093750 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -383032.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -383041.687500 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -383041.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -383053.562500 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -383053.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -383065.281250 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -383065.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -383075.000000 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -383075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -383086.031250 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -383086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -383096.968750 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -383097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -383112.625000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -383112.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -383128.500000 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -383128.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -383140.375000 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -383140.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -383149.156250 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -383149.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -383159.156250 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -383159.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -383174.000000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -383174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -383185.000000 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -383185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -383195.468750 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -383195.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -383204.781250 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -383204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -383216.718750 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -383216.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -383222.937500 Penalty: 4217.333496
	Iteration 39Q: 3 clusters Score -383222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -383234.343750 Penalty: 4217.333496
	Iteration 40F: 3 clusters Score -383234.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -383241.500000 Penalty: 4217.333496
	Iteration 41Q: 3 clusters Score -383241.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -383249.031250 Penalty: 4217.333496
	Iteration 42Q: 3 clusters Score -383249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -383253.156250 Penalty: 4217.333496
	Iteration 43Q: 3 clusters Score -383253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -383259.687500 Penalty: 4217.333496
	Iteration 44Q: 3 clusters Score -383259.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -383264.875000 Penalty: 4217.333496
	Iteration 45Q: 3 clusters Score -383264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -383272.937500 Penalty: 4217.333496
	Iteration 46Q: 3 clusters Score -383272.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -383280.531250 Penalty: 4217.333496
	Iteration 47Q: 3 clusters Score -383280.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -383290.375000 Penalty: 4217.333496
	Iteration 48Q: 3 clusters Score -383290.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -383298.531250 Penalty: 4217.333496
	Iteration 49Q: 3 clusters Score -383298.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -383307.062500 Penalty: 4217.333496
	Iteration 50Q: 3 clusters Score -383307.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -383314.812500 Penalty: 4217.333496
	Iteration 51Q: 3 clusters Score -383314.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -383322.500000 Penalty: 4217.333496
	Iteration 52Q: 3 clusters Score -383322.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -383331.468750 Penalty: 4217.333496
	Iteration 53Q: 3 clusters Score -383331.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -383338.218750 Penalty: 4217.333496
	Iteration 54Q: 3 clusters Score -383338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -383343.406250 Penalty: 4217.333496
	Iteration 55Q: 3 clusters Score -383343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -383350.531250 Penalty: 4217.333496
	Iteration 56Q: 3 clusters Score -383350.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -383359.125000 Penalty: 4217.333496
	Iteration 57Q: 3 clusters Score -383359.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -383365.687500 Penalty: 4217.333496
	Iteration 58Q: 3 clusters Score -383365.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -383372.843750 Penalty: 4217.333496
	Iteration 59Q: 3 clusters Score -383372.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -383380.187500 Penalty: 4217.333496
	Iteration 60F: 3 clusters Score -383380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -383387.375000 Penalty: 4217.333496
	Iteration 61Q: 3 clusters Score -383387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -383392.156250 Penalty: 4217.333496
	Iteration 62Q: 3 clusters Score -383392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -383395.406250 Penalty: 4217.333496
	Iteration 63Q: 3 clusters Score -383395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -383400.281250 Penalty: 4217.333496
	Iteration 64Q: 3 clusters Score -383400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -383401.687500 Penalty: 4217.333496
	Iteration 65Q: 3 clusters Score -383401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -383404.593750 Penalty: 4217.333496
	Iteration 66Q: 3 clusters Score -383404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -383406.562500 Penalty: 4217.333496
	Iteration 67Q: 3 clusters Score -383406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -383406.812500 Penalty: 4217.333496
	Iteration 68Q: 3 clusters Score -383406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -383409.187500 Penalty: 4217.333496
	Iteration 69Q: 3 clusters Score -383409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -383411.750000 Penalty: 4217.333496
	Iteration 70Q: 3 clusters Score -383411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -383414.093750 Penalty: 4217.333496
	Iteration 71Q: 3 clusters Score -383414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -383414.593750 Penalty: 4217.333496
	Iteration 72Q: 3 clusters Score -383414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -383414.718750 Penalty: 4217.333496
	Iteration 73Q: 3 clusters Score -383414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -383416.031250 Penalty: 4217.333496
	Iteration 74Q: 3 clusters Score -383416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -383418.906250 Penalty: 4217.333496
	Iteration 75Q: 3 clusters Score -383418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -383419.937500 Penalty: 4217.333496
	Iteration 76Q: 3 clusters Score -383419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -383421.843750 Penalty: 4217.333496
	Iteration 77Q: 3 clusters Score -383421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -383424.312500 Penalty: 4217.333496
	Iteration 78Q: 3 clusters Score -383424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -383424.312500 Penalty: 4217.333496
	Iteration 79Q: 3 clusters Score -383424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -383425.625000 Penalty: 4217.333496
	Iteration 80F: 3 clusters Score -383425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -120852.835938 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -120852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -118301.976562 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -118302 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119184.023438 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -119184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -119543.664062 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -119543.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119879.914062 Penalty: 3787.589600
	Iteration 3F: 3 clusters Score -119879.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -120166.695312 Penalty: 3787.589600
	Iteration 4F: 3 clusters Score -120166.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -120383.796875 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -120383.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -120636.734375 Penalty: 3787.589600
	Iteration 6F: 3 clusters Score -120636.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -120938.640625 Penalty: 3787.589600
	Iteration 7F: 3 clusters Score -120938.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -121094.062500 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -121094.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -121195.125000 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -121195.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -121255.437500 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -121255.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121281.242188 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -121281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -121304.945312 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -121304.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121336.859375 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -121336.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -121359.093750 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -121359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -121386.250000 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -121386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -121421.757812 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -121421.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -121450.773438 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -121450.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -121471.992188 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -121472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121492.953125 Penalty: 3787.589600
	Iteration 19Q: 3 clusters Score -121493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121523.984375 Penalty: 3787.589600
	Iteration 20F: 3 clusters Score -121524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -121554.070312 Penalty: 3787.589600
	Iteration 21Q: 3 clusters Score -121554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -121587.359375 Penalty: 3787.589600
	Iteration 22Q: 3 clusters Score -121587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121596.468750 Penalty: 3787.589600
	Iteration 23Q: 3 clusters Score -121596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121599.835938 Penalty: 3787.589600
	Iteration 24Q: 3 clusters Score -121599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121602.429688 Penalty: 3787.589600
	Iteration 25Q: 3 clusters Score -121602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121603.148438 Penalty: 3787.589600
	Iteration 26Q: 3 clusters Score -121603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -121603.921875 Penalty: 3787.589600
	Iteration 27Q: 3 clusters Score -121603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121604.781250 Penalty: 3787.589600
	Iteration 28Q: 3 clusters Score -121604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121604.781250 Penalty: 3787.589600
	Iteration 29F: 3 clusters Score -121604.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111386 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 1348 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74299 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128658 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110976 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 724 members 
Entering Unmasked Estep 
Score: -150815456.000000 Penalty: 246271.468750
Splitting cluster 35 changes total score from -150816464.000000 to -150815456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -428460.156250 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -428460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -423652.343750 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -423652.3 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -425071.312500 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -425071.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -425528.375000 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -425528.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -425869.218750 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -425869.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -426102.750000 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -426102.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -426245.781250 Penalty: 4272.702637
	Iteration 5Q: 3 clusters Score -426245.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -426336.281250 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -426336.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -426409.843750 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -426409.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -426453.937500 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -426453.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -426485.875000 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -426485.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -426512.781250 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -426512.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -426529.281250 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -426529.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -426546.625000 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -426546.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -426557.750000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -426557.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -426564.531250 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -426564.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -426572.093750 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -426572.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -426578.968750 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -426579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -426581.343750 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -426581.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -426584.593750 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -426584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -426587.625000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -426587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -426589.562500 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -426589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -426591.000000 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -426591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -426592.375000 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -426592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -426594.125000 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -426594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -426594.312500 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -426594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -426595.906250 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -426595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -426596.031250 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -426596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -426595.718750 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -426595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -426596.500000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -426596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -426596.062500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -426596.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -426596.062500 Penalty: 4272.702637
	Iteration 30F: 3 clusters Score -426596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Entering Unmasked Estep 
Score: -962917.437500 Penalty: 2329.049316
	Iteration 0F: 2 clusters Score -962917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -953949.062500 Penalty: 4658.098633
	Iteration 0F: 3 clusters Score -953949.1 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -956816.375000 Penalty: 4658.098633
	Iteration 1F: 3 clusters Score -956816.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -957244.875000 Penalty: 4658.098633
	Iteration 2F: 3 clusters Score -957244.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -957567.812500 Penalty: 4658.098633
	Iteration 3F: 3 clusters Score -957567.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -957869.625000 Penalty: 4658.098633
	Iteration 4Q: 3 clusters Score -957869.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -958160.625000 Penalty: 4658.098633
	Iteration 5Q: 3 clusters Score -958160.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -958419.437500 Penalty: 4658.098633
	Iteration 6Q: 3 clusters Score -958419.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -958657.687500 Penalty: 4658.098633
	Iteration 7Q: 3 clusters Score -958657.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -958919.437500 Penalty: 4658.098633
	Iteration 8Q: 3 clusters Score -958919.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -959145.375000 Penalty: 4658.098633
	Iteration 9Q: 3 clusters Score -959145.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -959339.000000 Penalty: 4658.098633
	Iteration 10Q: 3 clusters Score -959339 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -959498.062500 Penalty: 4658.098633
	Iteration 11Q: 3 clusters Score -959498.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -959627.437500 Penalty: 4658.098633
	Iteration 12Q: 3 clusters Score -959627.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -959746.000000 Penalty: 4658.098633
	Iteration 13Q: 3 clusters Score -959746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -959835.375000 Penalty: 4658.098633
	Iteration 14Q: 3 clusters Score -959835.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -959923.312500 Penalty: 4658.098633
	Iteration 15Q: 3 clusters Score -959923.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -959993.375000 Penalty: 4658.098633
	Iteration 16Q: 3 clusters Score -959993.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -960051.500000 Penalty: 4658.098633
	Iteration 17Q: 3 clusters Score -960051.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -960118.750000 Penalty: 4658.098633
	Iteration 18Q: 3 clusters Score -960118.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -960178.625000 Penalty: 4658.098633
	Iteration 19Q: 3 clusters Score -960178.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -960235.687500 Penalty: 4658.098633
	Iteration 20F: 3 clusters Score -960235.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -960303.625000 Penalty: 4658.098633
	Iteration 21Q: 3 clusters Score -960303.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -960373.000000 Penalty: 4658.098633
	Iteration 22Q: 3 clusters Score -960373 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -960458.937500 Penalty: 4658.098633
	Iteration 23Q: 3 clusters Score -960458.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -960549.000000 Penalty: 4658.098633
	Iteration 24Q: 3 clusters Score -960549 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -960660.437500 Penalty: 4658.098633
	Iteration 25Q: 3 clusters Score -960660.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -960754.312500 Penalty: 4658.098633
	Iteration 26Q: 3 clusters Score -960754.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -960841.000000 Penalty: 4658.098633
	Iteration 27Q: 3 clusters Score -960841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -960906.812500 Penalty: 4658.098633
	Iteration 28Q: 3 clusters Score -960906.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -960957.000000 Penalty: 4658.098633
	Iteration 29Q: 3 clusters Score -960957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -961004.812500 Penalty: 4658.098633
	Iteration 30Q: 3 clusters Score -961004.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -961036.375000 Penalty: 4658.098633
	Iteration 31Q: 3 clusters Score -961036.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -961059.875000 Penalty: 4658.098633
	Iteration 32Q: 3 clusters Score -961059.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -961084.250000 Penalty: 4658.098633
	Iteration 33Q: 3 clusters Score -961084.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -961112.312500 Penalty: 4658.098633
	Iteration 34Q: 3 clusters Score -961112.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -961132.125000 Penalty: 4658.098633
	Iteration 35Q: 3 clusters Score -961132.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -961146.875000 Penalty: 4658.098633
	Iteration 36Q: 3 clusters Score -961146.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -961161.375000 Penalty: 4658.098633
	Iteration 37Q: 3 clusters Score -961161.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -961168.437500 Penalty: 4658.098633
	Iteration 38Q: 3 clusters Score -961168.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -961176.187500 Penalty: 4658.098633
	Iteration 39Q: 3 clusters Score -961176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -961180.312500 Penalty: 4658.098633
	Iteration 40F: 3 clusters Score -961180.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -961189.062500 Penalty: 4658.098633
	Iteration 41Q: 3 clusters Score -961189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -961195.375000 Penalty: 4658.098633
	Iteration 42Q: 3 clusters Score -961195.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -961205.750000 Penalty: 4658.098633
	Iteration 43Q: 3 clusters Score -961205.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -961215.000000 Penalty: 4658.098633
	Iteration 44Q: 3 clusters Score -961215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -961224.187500 Penalty: 4658.098633
	Iteration 45Q: 3 clusters Score -961224.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -961232.562500 Penalty: 4658.098633
	Iteration 46Q: 3 clusters Score -961232.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -961241.125000 Penalty: 4658.098633
	Iteration 47Q: 3 clusters Score -961241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -961247.812500 Penalty: 4658.098633
	Iteration 48Q: 3 clusters Score -961247.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -961256.375000 Penalty: 4658.098633
	Iteration 49Q: 3 clusters Score -961256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -961261.250000 Penalty: 4658.098633
	Iteration 50Q: 3 clusters Score -961261.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -961269.125000 Penalty: 4658.098633
	Iteration 51Q: 3 clusters Score -961269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -961275.187500 Penalty: 4658.098633
	Iteration 52Q: 3 clusters Score -961275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -961276.250000 Penalty: 4658.098633
	Iteration 53Q: 3 clusters Score -961276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -961275.500000 Penalty: 4658.098633
	Iteration 54Q: 3 clusters Score -961275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -961277.562500 Penalty: 4658.098633
	Iteration 55Q: 3 clusters Score -961277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -961277.312500 Penalty: 4658.098633
	Iteration 56Q: 3 clusters Score -961277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -961279.687500 Penalty: 4658.098633
	Iteration 57Q: 3 clusters Score -961279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -961279.375000 Penalty: 4658.098633
	Iteration 58Q: 3 clusters Score -961279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -961280.187500 Penalty: 4658.098633
	Iteration 59Q: 3 clusters Score -961280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -961280.187500 Penalty: 4658.098633
	Iteration 60F: 3 clusters Score -961280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -310415.687500 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -310415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -306621.718750 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -306621.7 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -307342.656250 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -307342.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -307497.468750 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -307497.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -307608.937500 Penalty: 4095.791748
	Iteration 3Q: 3 clusters Score -307608.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -307682.250000 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -307682.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -307741.906250 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -307741.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -307810.218750 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -307810.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -307875.812500 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -307875.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -307933.281250 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -307933.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -307987.093750 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -307987.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -308031.500000 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -308031.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -308084.187500 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -308084.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -308130.593750 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -308130.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -308167.250000 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -308167.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -308205.000000 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -308205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -308240.656250 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -308240.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -308278.875000 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -308278.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -308318.750000 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -308318.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -308346.750000 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -308346.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -308363.281250 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -308363.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -308384.250000 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -308384.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -308407.500000 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -308407.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -308423.593750 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -308423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -308432.593750 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -308432.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -308440.093750 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -308440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -308447.156250 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -308447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -308453.468750 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -308453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -308457.281250 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -308457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -308464.000000 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -308464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -308471.218750 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -308471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -308479.906250 Penalty: 4095.791748
	Iteration 30Q: 3 clusters Score -308479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -308493.625000 Penalty: 4095.791748
	Iteration 31Q: 3 clusters Score -308493.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -308506.062500 Penalty: 4095.791748
	Iteration 32Q: 3 clusters Score -308506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -308519.343750 Penalty: 4095.791748
	Iteration 33Q: 3 clusters Score -308519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -308529.000000 Penalty: 4095.791748
	Iteration 34Q: 3 clusters Score -308529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -308534.875000 Penalty: 4095.791748
	Iteration 35Q: 3 clusters Score -308534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -308541.968750 Penalty: 4095.791748
	Iteration 36Q: 3 clusters Score -308542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -308544.468750 Penalty: 4095.791748
	Iteration 37Q: 3 clusters Score -308544.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -308548.187500 Penalty: 4095.791748
	Iteration 38Q: 3 clusters Score -308548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -308549.750000 Penalty: 4095.791748
	Iteration 39Q: 3 clusters Score -308549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -308552.000000 Penalty: 4095.791748
	Iteration 40F: 3 clusters Score -308552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -308554.125000 Penalty: 4095.791748
	Iteration 41Q: 3 clusters Score -308554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -308555.031250 Penalty: 4095.791748
	Iteration 42Q: 3 clusters Score -308555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -308555.906250 Penalty: 4095.791748
	Iteration 43Q: 3 clusters Score -308555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -308556.906250 Penalty: 4095.791748
	Iteration 44Q: 3 clusters Score -308556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -308557.812500 Penalty: 4095.791748
	Iteration 45Q: 3 clusters Score -308557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -308557.812500 Penalty: 4095.791748
	Iteration 46F: 3 clusters Score -308557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -158859.593750 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -158859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -156082.750000 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -156082.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -156660.265625 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -156660.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -156874.593750 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -156874.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -157013.031250 Penalty: 3809.825195
	Iteration 3F: 3 clusters Score -157013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -157107.484375 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -157107.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -157185.015625 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -157185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -157245.828125 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -157245.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -157291.640625 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -157291.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -157324.906250 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -157324.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -157349.765625 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -157349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -157376.937500 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -157376.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -157396.031250 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -157396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -157412.078125 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -157412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -157422.828125 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -157422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -157428.281250 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -157428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -157435.265625 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -157435.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -157440.484375 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -157440.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -157446.500000 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -157446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -157453.375000 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -157453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -157456.437500 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -157456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -157456.437500 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -157456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Entering Unmasked Estep 
Score: -1015549.937500 Penalty: 2371.964355
	Iteration 0F: 2 clusters Score -1015550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1005239.000000 Penalty: 4743.928711
	Iteration 0F: 3 clusters Score -1005239 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1008880.187500 Penalty: 4743.928711
	Iteration 1F: 3 clusters Score -1008880 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1009454.687500 Penalty: 4743.928711
	Iteration 2F: 3 clusters Score -1009455 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1009935.375000 Penalty: 4743.928711
	Iteration 3F: 3 clusters Score -1009935 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1010384.562500 Penalty: 4743.928711
	Iteration 4F: 3 clusters Score -1010385 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1010803.562500 Penalty: 4743.928711
	Iteration 5F: 3 clusters Score -1010804 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1011183.375000 Penalty: 4743.928711
	Iteration 6Q: 3 clusters Score -1011183 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1011474.500000 Penalty: 4743.928711
	Iteration 7Q: 3 clusters Score -1011474 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1011739.125000 Penalty: 4743.928711
	Iteration 8Q: 3 clusters Score -1011739 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1011998.937500 Penalty: 4743.928711
	Iteration 9Q: 3 clusters Score -1011999 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1012222.000000 Penalty: 4743.928711
	Iteration 10Q: 3 clusters Score -1012222 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1012407.187500 Penalty: 4743.928711
	Iteration 11Q: 3 clusters Score -1012407 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1012526.812500 Penalty: 4743.928711
	Iteration 12Q: 3 clusters Score -1012527 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1012627.000000 Penalty: 4743.928711
	Iteration 13Q: 3 clusters Score -1012627 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1012709.000000 Penalty: 4743.928711
	Iteration 14Q: 3 clusters Score -1012709 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1012778.375000 Penalty: 4743.928711
	Iteration 15Q: 3 clusters Score -1012778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1012828.750000 Penalty: 4743.928711
	Iteration 16Q: 3 clusters Score -1012829 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1012874.437500 Penalty: 4743.928711
	Iteration 17Q: 3 clusters Score -1012874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1012914.937500 Penalty: 4743.928711
	Iteration 18Q: 3 clusters Score -1012915 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1012959.562500 Penalty: 4743.928711
	Iteration 19Q: 3 clusters Score -1012960 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1012996.375000 Penalty: 4743.928711
	Iteration 20F: 3 clusters Score -1012996 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1013028.062500 Penalty: 4743.928711
	Iteration 21Q: 3 clusters Score -1013028 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1013058.250000 Penalty: 4743.928711
	Iteration 22Q: 3 clusters Score -1013058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1013091.625000 Penalty: 4743.928711
	Iteration 23Q: 3 clusters Score -1013092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1013126.187500 Penalty: 4743.928711
	Iteration 24Q: 3 clusters Score -1013126 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1013159.250000 Penalty: 4743.928711
	Iteration 25Q: 3 clusters Score -1013159 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1013182.375000 Penalty: 4743.928711
	Iteration 26Q: 3 clusters Score -1013182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1013212.687500 Penalty: 4743.928711
	Iteration 27Q: 3 clusters Score -1013213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1013242.437500 Penalty: 4743.928711
	Iteration 28Q: 3 clusters Score -1013242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1013276.000000 Penalty: 4743.928711
	Iteration 29Q: 3 clusters Score -1013276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1013306.812500 Penalty: 4743.928711
	Iteration 30Q: 3 clusters Score -1013307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1013347.937500 Penalty: 4743.928711
	Iteration 31Q: 3 clusters Score -1013348 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1013396.000000 Penalty: 4743.928711
	Iteration 32Q: 3 clusters Score -1013396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1013434.875000 Penalty: 4743.928711
	Iteration 33Q: 3 clusters Score -1013435 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1013470.312500 Penalty: 4743.928711
	Iteration 34Q: 3 clusters Score -1013470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1013505.875000 Penalty: 4743.928711
	Iteration 35Q: 3 clusters Score -1013506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1013539.250000 Penalty: 4743.928711
	Iteration 36Q: 3 clusters Score -1013539 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1013571.312500 Penalty: 4743.928711
	Iteration 37Q: 3 clusters Score -1013571 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1013604.250000 Penalty: 4743.928711
	Iteration 38Q: 3 clusters Score -1013604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1013625.625000 Penalty: 4743.928711
	Iteration 39Q: 3 clusters Score -1013626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1013656.687500 Penalty: 4743.928711
	Iteration 40F: 3 clusters Score -1013657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1013679.687500 Penalty: 4743.928711
	Iteration 41Q: 3 clusters Score -1013680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1013702.875000 Penalty: 4743.928711
	Iteration 42Q: 3 clusters Score -1013703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1013724.750000 Penalty: 4743.928711
	Iteration 43Q: 3 clusters Score -1013725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1013745.812500 Penalty: 4743.928711
	Iteration 44Q: 3 clusters Score -1013746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1013766.250000 Penalty: 4743.928711
	Iteration 45Q: 3 clusters Score -1013766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1013782.687500 Penalty: 4743.928711
	Iteration 46Q: 3 clusters Score -1013783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1013794.312500 Penalty: 4743.928711
	Iteration 47Q: 3 clusters Score -1013794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1013803.625000 Penalty: 4743.928711
	Iteration 48Q: 3 clusters Score -1013804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1013812.375000 Penalty: 4743.928711
	Iteration 49Q: 3 clusters Score -1013812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1013820.000000 Penalty: 4743.928711
	Iteration 50Q: 3 clusters Score -1013820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1013823.625000 Penalty: 4743.928711
	Iteration 51Q: 3 clusters Score -1013824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1013827.375000 Penalty: 4743.928711
	Iteration 52Q: 3 clusters Score -1013827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1013828.562500 Penalty: 4743.928711
	Iteration 53Q: 3 clusters Score -1013829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1013830.187500 Penalty: 4743.928711
	Iteration 54Q: 3 clusters Score -1013830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1013830.187500 Penalty: 4743.928711
	Iteration 55Q: 3 clusters Score -1013830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1013830.750000 Penalty: 4743.928711
	Iteration 56Q: 3 clusters Score -1013831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1013835.375000 Penalty: 4743.928711
	Iteration 57Q: 3 clusters Score -1013835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1013839.375000 Penalty: 4743.928711
	Iteration 58Q: 3 clusters Score -1013839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1013840.812500 Penalty: 4743.928711
	Iteration 59Q: 3 clusters Score -1013841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1013844.312500 Penalty: 4743.928711
	Iteration 60F: 3 clusters Score -1013844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1013846.625000 Penalty: 4743.928711
	Iteration 61Q: 3 clusters Score -1013847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1013849.062500 Penalty: 4743.928711
	Iteration 62Q: 3 clusters Score -1013849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1013847.375000 Penalty: 4743.928711
	Iteration 63Q: 3 clusters Score -1013847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1013849.125000 Penalty: 4743.928711
	Iteration 64Q: 3 clusters Score -1013849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1013848.562500 Penalty: 4743.928711
	Iteration 65Q: 3 clusters Score -1013849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1013853.125000 Penalty: 4743.928711
	Iteration 66Q: 3 clusters Score -1013853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1013857.437500 Penalty: 4743.928711
	Iteration 67Q: 3 clusters Score -1013857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1013861.437500 Penalty: 4743.928711
	Iteration 68Q: 3 clusters Score -1013861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1013861.937500 Penalty: 4743.928711
	Iteration 69Q: 3 clusters Score -1013862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1013862.375000 Penalty: 4743.928711
	Iteration 70Q: 3 clusters Score -1013862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1013862.937500 Penalty: 4743.928711
	Iteration 71Q: 3 clusters Score -1013863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1013863.625000 Penalty: 4743.928711
	Iteration 72Q: 3 clusters Score -1013864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1013864.375000 Penalty: 4743.928711
	Iteration 73Q: 3 clusters Score -1013864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1013865.750000 Penalty: 4743.928711
	Iteration 74Q: 3 clusters Score -1013866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1013866.000000 Penalty: 4743.928711
	Iteration 75Q: 3 clusters Score -1013866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1013868.437500 Penalty: 4743.928711
	Iteration 76Q: 3 clusters Score -1013868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1013868.187500 Penalty: 4743.928711
	Iteration 77Q: 3 clusters Score -1013868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1013869.312500 Penalty: 4743.928711
	Iteration 78Q: 3 clusters Score -1013869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1013870.000000 Penalty: 4743.928711
	Iteration 79Q: 3 clusters Score -1013870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1013872.437500 Penalty: 4743.928711
	Iteration 80F: 3 clusters Score -1013872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1013871.062500 Penalty: 4743.928711
	Iteration 81Q: 3 clusters Score -1013871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1013874.125000 Penalty: 4743.928711
	Iteration 82Q: 3 clusters Score -1013874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1013873.562500 Penalty: 4743.928711
	Iteration 83Q: 3 clusters Score -1013874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1013873.562500 Penalty: 4743.928711
	Iteration 84F: 3 clusters Score -1013874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -295133.812500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -295133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -291347.000000 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -291347 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -292211.218750 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -292211.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -292432.500000 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -292432.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -292581.718750 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -292581.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -292695.687500 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -292695.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -292797.250000 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -292797.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -292873.937500 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -292873.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -292932.781250 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -292932.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -292991.843750 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -292991.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -293063.062500 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -293063.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -293152.687500 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -293152.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -293231.343750 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -293231.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -293322.593750 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -293322.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -293441.031250 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -293441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -293561.437500 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -293561.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -293682.187500 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -293682.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -293794.687500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -293794.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -293869.125000 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -293869.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -293937.687500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -293937.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -293985.281250 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -293985.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -294014.437500 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -294014.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -294044.468750 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -294044.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -294071.937500 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -294071.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -294093.812500 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -294093.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -294117.656250 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -294117.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -294151.531250 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -294151.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -294216.375000 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -294216.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -294321.625000 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -294321.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -294414.062500 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -294414.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -294489.750000 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -294489.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -294541.312500 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -294541.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -294567.406250 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -294567.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -294576.375000 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -294576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -294583.250000 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -294583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -294591.781250 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -294591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -294595.812500 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -294595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -294599.343750 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -294599.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -294601.187500 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -294601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -294605.093750 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -294605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -294606.406250 Penalty: 4096.434570
	Iteration 39Q: 3 clusters Score -294606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -294607.937500 Penalty: 4096.434570
	Iteration 40F: 3 clusters Score -294607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -294608.250000 Penalty: 4096.434570
	Iteration 41Q: 3 clusters Score -294608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -294608.625000 Penalty: 4096.434570
	Iteration 42Q: 3 clusters Score -294608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -294608.625000 Penalty: 4096.434570
	Iteration 43F: 3 clusters Score -294608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Entering Unmasked Estep 
Score: -1744880.500000 Penalty: 2435.736328
	Iteration 0F: 2 clusters Score -1744880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1731870.125000 Penalty: 4871.472656
	Iteration 0F: 3 clusters Score -1731870 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1736289.000000 Penalty: 4871.472656
	Iteration 1F: 3 clusters Score -1736289 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1736842.875000 Penalty: 4871.472656
	Iteration 2F: 3 clusters Score -1736843 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1737414.500000 Penalty: 4871.472656
	Iteration 3F: 3 clusters Score -1737414 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1738126.250000 Penalty: 4871.472656
	Iteration 4F: 3 clusters Score -1738126 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1738854.500000 Penalty: 4871.472656
	Iteration 5F: 3 clusters Score -1738854 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1739587.750000 Penalty: 4871.472656
	Iteration 6F: 3 clusters Score -1739588 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1740364.500000 Penalty: 4871.472656
	Iteration 7F: 3 clusters Score -1740364 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1741156.500000 Penalty: 4871.472656
	Iteration 8F: 3 clusters Score -1741156 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1741879.750000 Penalty: 4871.472656
	Iteration 9Q: 3 clusters Score -1741880 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1742406.875000 Penalty: 4871.472656
	Iteration 10Q: 3 clusters Score -1742407 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1742778.125000 Penalty: 4871.472656
	Iteration 11Q: 3 clusters Score -1742778 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1743046.750000 Penalty: 4871.472656
	Iteration 12Q: 3 clusters Score -1743047 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1743269.250000 Penalty: 4871.472656
	Iteration 13Q: 3 clusters Score -1743269 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1743437.125000 Penalty: 4871.472656
	Iteration 14Q: 3 clusters Score -1743437 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1743546.625000 Penalty: 4871.472656
	Iteration 15Q: 3 clusters Score -1743547 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1743611.375000 Penalty: 4871.472656
	Iteration 16Q: 3 clusters Score -1743611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1743649.250000 Penalty: 4871.472656
	Iteration 17Q: 3 clusters Score -1743649 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1743682.125000 Penalty: 4871.472656
	Iteration 18Q: 3 clusters Score -1743682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1743703.500000 Penalty: 4871.472656
	Iteration 19Q: 3 clusters Score -1743704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1743725.375000 Penalty: 4871.472656
	Iteration 20F: 3 clusters Score -1743725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1743725.125000 Penalty: 4871.472656
	Iteration 21Q: 3 clusters Score -1743725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1743736.375000 Penalty: 4871.472656
	Iteration 22Q: 3 clusters Score -1743736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1743743.000000 Penalty: 4871.472656
	Iteration 23Q: 3 clusters Score -1743743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1743750.375000 Penalty: 4871.472656
	Iteration 24Q: 3 clusters Score -1743750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1743747.000000 Penalty: 4871.472656
	Iteration 25Q: 3 clusters Score -1743747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1743753.750000 Penalty: 4871.472656
	Iteration 26Q: 3 clusters Score -1743754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1743759.000000 Penalty: 4871.472656
	Iteration 27Q: 3 clusters Score -1743759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1743761.000000 Penalty: 4871.472656
	Iteration 28Q: 3 clusters Score -1743761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1743765.375000 Penalty: 4871.472656
	Iteration 29Q: 3 clusters Score -1743765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1743763.625000 Penalty: 4871.472656
	Iteration 30Q: 3 clusters Score -1743764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1743765.000000 Penalty: 4871.472656
	Iteration 31Q: 3 clusters Score -1743765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1743763.750000 Penalty: 4871.472656
	Iteration 32Q: 3 clusters Score -1743764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1743765.125000 Penalty: 4871.472656
	Iteration 33Q: 3 clusters Score -1743765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1743766.875000 Penalty: 4871.472656
	Iteration 34Q: 3 clusters Score -1743767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1743768.250000 Penalty: 4871.472656
	Iteration 35Q: 3 clusters Score -1743768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1743768.500000 Penalty: 4871.472656
	Iteration 36Q: 3 clusters Score -1743768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1743774.500000 Penalty: 4871.472656
	Iteration 37Q: 3 clusters Score -1743774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1743771.625000 Penalty: 4871.472656
	Iteration 38Q: 3 clusters Score -1743772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1743768.500000 Penalty: 4871.472656
	Iteration 39Q: 3 clusters Score -1743768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1743771.750000 Penalty: 4871.472656
	Iteration 40F: 3 clusters Score -1743772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1743771.875000 Penalty: 4871.472656
	Iteration 41Q: 3 clusters Score -1743772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1743770.500000 Penalty: 4871.472656
	Iteration 42Q: 3 clusters Score -1743770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1743770.500000 Penalty: 4871.472656
	Iteration 43F: 3 clusters Score -1743770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -266276.000000 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -266276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -262268.625000 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -262268.6 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -263508.593750 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -263508.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -264041.281250 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -264041.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -264412.718750 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -264412.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -264632.375000 Penalty: 4146.479492
	Iteration 4F: 3 clusters Score -264632.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -264783.656250 Penalty: 4146.479492
	Iteration 5Q: 3 clusters Score -264783.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -264883.593750 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -264883.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -264944.375000 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -264944.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -264992.406250 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -264992.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -265038.500000 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -265038.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -265066.968750 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -265067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -265085.718750 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -265085.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -265098.437500 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -265098.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -265105.187500 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -265105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -265109.750000 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -265109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -265117.437500 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -265117.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -265126.656250 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -265126.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -265134.843750 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -265134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -265147.156250 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -265147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -265157.781250 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -265157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -265166.218750 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -265166.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -265172.187500 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -265172.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -265178.937500 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -265178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -265182.156250 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -265182.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -265188.437500 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -265188.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -265197.593750 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -265197.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -265204.250000 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -265204.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -265213.468750 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -265213.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -265218.937500 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -265218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -265226.218750 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -265226.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -265231.031250 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -265231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -265233.156250 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -265233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -265236.593750 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -265236.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -265239.281250 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -265239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -265242.625000 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -265242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -265243.562500 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -265243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -265243.562500 Penalty: 4146.479492
	Iteration 36F: 3 clusters Score -265243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -160522.125000 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -160522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -158090.359375 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -158090.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -158734.828125 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -158734.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -159067.015625 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -159067 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -159376.593750 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -159376.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -159595.781250 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -159595.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159760.984375 Penalty: 3730.304932
	Iteration 5F: 3 clusters Score -159761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -159890.625000 Penalty: 3730.304932
	Iteration 6F: 3 clusters Score -159890.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -159960.359375 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -159960.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -160011.781250 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -160011.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -160051.359375 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -160051.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160093.109375 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -160093.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -160123.093750 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -160123.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -160160.031250 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -160160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160197.984375 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -160198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160221.406250 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -160221.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160234.500000 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -160234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160238.968750 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -160239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -160239.500000 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -160239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -160239.500000 Penalty: 3730.304932
	Iteration 18F: 3 clusters Score -160239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Entering Unmasked Estep 
Score: -7853714.500000 Penalty: 2781.531494
	Iteration 0F: 2 clusters Score -7853714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -7805186.500000 Penalty: 5563.062988
	Iteration 0F: 3 clusters Score -7805186 nChanged 35025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7824782.500000 Penalty: 5563.062988
	Iteration 1F: 3 clusters Score -7824782 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -7825344.500000 Penalty: 5563.062988
	Iteration 2Q: 3 clusters Score -7825344 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7825754.000000 Penalty: 5563.062988
	Iteration 3Q: 3 clusters Score -7825754 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -7826294.500000 Penalty: 5563.062988
	Iteration 4Q: 3 clusters Score -7826294 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -7826718.000000 Penalty: 5563.062988
	Iteration 5Q: 3 clusters Score -7826718 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7827370.500000 Penalty: 5563.062988
	Iteration 6Q: 3 clusters Score -7827370 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -7828089.500000 Penalty: 5563.062988
	Iteration 7Q: 3 clusters Score -7828090 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7828973.500000 Penalty: 5563.062988
	Iteration 8Q: 3 clusters Score -7828974 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -7830158.000000 Penalty: 5563.062988
	Iteration 9Q: 3 clusters Score -7830158 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7831758.000000 Penalty: 5563.062988
	Iteration 10Q: 3 clusters Score -7831758 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -7833807.500000 Penalty: 5563.062988
	Iteration 11Q: 3 clusters Score -7833808 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -7836398.000000 Penalty: 5563.062988
	Iteration 12F: 3 clusters Score -7836398 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7839199.500000 Penalty: 5563.062988
	Iteration 13F: 3 clusters Score -7839200 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -7841642.500000 Penalty: 5563.062988
	Iteration 14F: 3 clusters Score -7841642 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -7843685.000000 Penalty: 5563.062988
	Iteration 15Q: 3 clusters Score -7843685 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -7845370.500000 Penalty: 5563.062988
	Iteration 16Q: 3 clusters Score -7845370 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -7846655.500000 Penalty: 5563.062988
	Iteration 17Q: 3 clusters Score -7846656 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -7847660.000000 Penalty: 5563.062988
	Iteration 18Q: 3 clusters Score -7847660 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7848529.000000 Penalty: 5563.062988
	Iteration 19Q: 3 clusters Score -7848529 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7849216.500000 Penalty: 5563.062988
	Iteration 20F: 3 clusters Score -7849216 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7849762.000000 Penalty: 5563.062988
	Iteration 21Q: 3 clusters Score -7849762 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7850176.000000 Penalty: 5563.062988
	Iteration 22Q: 3 clusters Score -7850176 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7850477.000000 Penalty: 5563.062988
	Iteration 23Q: 3 clusters Score -7850477 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7850674.000000 Penalty: 5563.062988
	Iteration 24Q: 3 clusters Score -7850674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7850832.000000 Penalty: 5563.062988
	Iteration 25Q: 3 clusters Score -7850832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7850932.000000 Penalty: 5563.062988
	Iteration 26Q: 3 clusters Score -7850932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7851014.500000 Penalty: 5563.062988
	Iteration 27Q: 3 clusters Score -7851014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7851091.000000 Penalty: 5563.062988
	Iteration 28Q: 3 clusters Score -7851091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7851169.000000 Penalty: 5563.062988
	Iteration 29Q: 3 clusters Score -7851169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7851216.000000 Penalty: 5563.062988
	Iteration 30Q: 3 clusters Score -7851216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7851245.500000 Penalty: 5563.062988
	Iteration 31Q: 3 clusters Score -7851246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7851284.500000 Penalty: 5563.062988
	Iteration 32Q: 3 clusters Score -7851284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7851291.000000 Penalty: 5563.062988
	Iteration 33Q: 3 clusters Score -7851291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7851312.000000 Penalty: 5563.062988
	Iteration 34Q: 3 clusters Score -7851312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7851322.000000 Penalty: 5563.062988
	Iteration 35Q: 3 clusters Score -7851322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7851322.500000 Penalty: 5563.062988
	Iteration 36Q: 3 clusters Score -7851322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7851336.000000 Penalty: 5563.062988
	Iteration 37Q: 3 clusters Score -7851336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7851343.500000 Penalty: 5563.062988
	Iteration 38Q: 3 clusters Score -7851344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7851348.500000 Penalty: 5563.062988
	Iteration 39Q: 3 clusters Score -7851348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7851355.500000 Penalty: 5563.062988
	Iteration 40F: 3 clusters Score -7851356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7851350.000000 Penalty: 5563.062988
	Iteration 41Q: 3 clusters Score -7851350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7851358.500000 Penalty: 5563.062988
	Iteration 42Q: 3 clusters Score -7851358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7851360.000000 Penalty: 5563.062988
	Iteration 43Q: 3 clusters Score -7851360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7851361.000000 Penalty: 5563.062988
	Iteration 44Q: 3 clusters Score -7851361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7851366.000000 Penalty: 5563.062988
	Iteration 45Q: 3 clusters Score -7851366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7851368.000000 Penalty: 5563.062988
	Iteration 46Q: 3 clusters Score -7851368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7851368.000000 Penalty: 5563.062988
	Iteration 47F: 3 clusters Score -7851368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -556063.625000 Penalty: 2151.835938
	Iteration 0F: 2 clusters Score -556063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -550974.312500 Penalty: 4303.671875
	Iteration 0F: 3 clusters Score -550974.3 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -552335.125000 Penalty: 4303.671875
	Iteration 1F: 3 clusters Score -552335.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -552690.500000 Penalty: 4303.671875
	Iteration 2F: 3 clusters Score -552690.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -553051.437500 Penalty: 4303.671875
	Iteration 3F: 3 clusters Score -553051.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -553378.000000 Penalty: 4303.671875
	Iteration 4F: 3 clusters Score -553378 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -553689.875000 Penalty: 4303.671875
	Iteration 5F: 3 clusters Score -553689.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -553985.875000 Penalty: 4303.671875
	Iteration 6F: 3 clusters Score -553985.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -554214.187500 Penalty: 4303.671875
	Iteration 7Q: 3 clusters Score -554214.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -554410.500000 Penalty: 4303.671875
	Iteration 8Q: 3 clusters Score -554410.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -554532.000000 Penalty: 4303.671875
	Iteration 9Q: 3 clusters Score -554532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -554606.000000 Penalty: 4303.671875
	Iteration 10Q: 3 clusters Score -554606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -554667.750000 Penalty: 4303.671875
	Iteration 11Q: 3 clusters Score -554667.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -554704.312500 Penalty: 4303.671875
	Iteration 12Q: 3 clusters Score -554704.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -554728.812500 Penalty: 4303.671875
	Iteration 13Q: 3 clusters Score -554728.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -554741.062500 Penalty: 4303.671875
	Iteration 14Q: 3 clusters Score -554741.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -554749.187500 Penalty: 4303.671875
	Iteration 15Q: 3 clusters Score -554749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -554756.312500 Penalty: 4303.671875
	Iteration 16Q: 3 clusters Score -554756.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -554761.937500 Penalty: 4303.671875
	Iteration 17Q: 3 clusters Score -554761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -554765.250000 Penalty: 4303.671875
	Iteration 18Q: 3 clusters Score -554765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -554767.750000 Penalty: 4303.671875
	Iteration 19Q: 3 clusters Score -554767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -554772.062500 Penalty: 4303.671875
	Iteration 20F: 3 clusters Score -554772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -554773.125000 Penalty: 4303.671875
	Iteration 21Q: 3 clusters Score -554773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -554775.062500 Penalty: 4303.671875
	Iteration 22Q: 3 clusters Score -554775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -554775.687500 Penalty: 4303.671875
	Iteration 23Q: 3 clusters Score -554775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -554776.437500 Penalty: 4303.671875
	Iteration 24Q: 3 clusters Score -554776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -554777.875000 Penalty: 4303.671875
	Iteration 25Q: 3 clusters Score -554777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -554779.250000 Penalty: 4303.671875
	Iteration 26Q: 3 clusters Score -554779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -554778.437500 Penalty: 4303.671875
	Iteration 27Q: 3 clusters Score -554778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -554777.875000 Penalty: 4303.671875
	Iteration 28Q: 3 clusters Score -554777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -554777.875000 Penalty: 4303.671875
	Iteration 29F: 3 clusters Score -554777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -206927.187500 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -206927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -203901.343750 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -203901.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -204489.031250 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -204489 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -204660.234375 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -204660.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204758.687500 Penalty: 3917.795898
	Iteration 3Q: 3 clusters Score -204758.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204822.703125 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -204822.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204882.359375 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -204882.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -204922.468750 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -204922.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -204960.500000 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -204960.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -204991.703125 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -204991.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -205014.171875 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -205014.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205030.578125 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -205030.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -205050.203125 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -205050.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -205061.593750 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -205061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -205075.937500 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -205075.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -205094.171875 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -205094.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205109.968750 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -205110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205126.812500 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -205126.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -205143.359375 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -205143.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205170.609375 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -205170.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205200.734375 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -205200.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -205225.203125 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -205225.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -205246.437500 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -205246.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -205268.031250 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -205268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -205302.578125 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -205302.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -205324.218750 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -205324.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -205340.578125 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -205340.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -205356.796875 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -205356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -205370.343750 Penalty: 3917.795898
	Iteration 27Q: 3 clusters Score -205370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -205379.828125 Penalty: 3917.795898
	Iteration 28Q: 3 clusters Score -205379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -205390.828125 Penalty: 3917.795898
	Iteration 29Q: 3 clusters Score -205390.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205406.515625 Penalty: 3917.795898
	Iteration 30Q: 3 clusters Score -205406.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -205421.500000 Penalty: 3917.795898
	Iteration 31Q: 3 clusters Score -205421.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -205434.937500 Penalty: 3917.795898
	Iteration 32Q: 3 clusters Score -205434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205444.718750 Penalty: 3917.795898
	Iteration 33Q: 3 clusters Score -205444.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -205449.609375 Penalty: 3917.795898
	Iteration 34Q: 3 clusters Score -205449.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205457.187500 Penalty: 3917.795898
	Iteration 35Q: 3 clusters Score -205457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -205465.812500 Penalty: 3917.795898
	Iteration 36Q: 3 clusters Score -205465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205473.921875 Penalty: 3917.795898
	Iteration 37Q: 3 clusters Score -205473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -205486.453125 Penalty: 3917.795898
	Iteration 38Q: 3 clusters Score -205486.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -205500.046875 Penalty: 3917.795898
	Iteration 39Q: 3 clusters Score -205500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -205511.156250 Penalty: 3917.795898
	Iteration 40F: 3 clusters Score -205511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205519.156250 Penalty: 3917.795898
	Iteration 41Q: 3 clusters Score -205519.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205529.734375 Penalty: 3917.795898
	Iteration 42Q: 3 clusters Score -205529.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -205541.468750 Penalty: 3917.795898
	Iteration 43Q: 3 clusters Score -205541.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -205550.562500 Penalty: 3917.795898
	Iteration 44Q: 3 clusters Score -205550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -205558.468750 Penalty: 3917.795898
	Iteration 45Q: 3 clusters Score -205558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205568.953125 Penalty: 3917.795898
	Iteration 46Q: 3 clusters Score -205569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -205575.687500 Penalty: 3917.795898
	Iteration 47Q: 3 clusters Score -205575.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -205581.546875 Penalty: 3917.795898
	Iteration 48Q: 3 clusters Score -205581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -205586.093750 Penalty: 3917.795898
	Iteration 49Q: 3 clusters Score -205586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -205591.531250 Penalty: 3917.795898
	Iteration 50Q: 3 clusters Score -205591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -205594.250000 Penalty: 3917.795898
	Iteration 51Q: 3 clusters Score -205594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -205595.953125 Penalty: 3917.795898
	Iteration 52Q: 3 clusters Score -205596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205597.484375 Penalty: 3917.795898
	Iteration 53Q: 3 clusters Score -205597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -205598.390625 Penalty: 3917.795898
	Iteration 54Q: 3 clusters Score -205598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -205599.578125 Penalty: 3917.795898
	Iteration 55Q: 3 clusters Score -205599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -205602.281250 Penalty: 3917.795898
	Iteration 56Q: 3 clusters Score -205602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205606.828125 Penalty: 3917.795898
	Iteration 57Q: 3 clusters Score -205606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205610.625000 Penalty: 3917.795898
	Iteration 58Q: 3 clusters Score -205610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205614.328125 Penalty: 3917.795898
	Iteration 59Q: 3 clusters Score -205614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -205619.812500 Penalty: 3917.795898
	Iteration 60F: 3 clusters Score -205619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -205623.390625 Penalty: 3917.795898
	Iteration 61Q: 3 clusters Score -205623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205625.203125 Penalty: 3917.795898
	Iteration 62Q: 3 clusters Score -205625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205625.734375 Penalty: 3917.795898
	Iteration 63Q: 3 clusters Score -205625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -205625.734375 Penalty: 3917.795898
	Iteration 64F: 3 clusters Score -205625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Entering Unmasked Estep 
Score: -1111485.500000 Penalty: 2329.276855
	Iteration 0F: 2 clusters Score -1111486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1102549.500000 Penalty: 4658.553711
	Iteration 0F: 3 clusters Score -1102550 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1105301.000000 Penalty: 4658.553711
	Iteration 1F: 3 clusters Score -1105301 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1105628.625000 Penalty: 4658.553711
	Iteration 2F: 3 clusters Score -1105629 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1105898.000000 Penalty: 4658.553711
	Iteration 3F: 3 clusters Score -1105898 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1106117.750000 Penalty: 4658.553711
	Iteration 4Q: 3 clusters Score -1106118 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1106327.875000 Penalty: 4658.553711
	Iteration 5Q: 3 clusters Score -1106328 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1106560.625000 Penalty: 4658.553711
	Iteration 6Q: 3 clusters Score -1106561 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1106827.375000 Penalty: 4658.553711
	Iteration 7Q: 3 clusters Score -1106827 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1107133.250000 Penalty: 4658.553711
	Iteration 8Q: 3 clusters Score -1107133 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1107490.500000 Penalty: 4658.553711
	Iteration 9Q: 3 clusters Score -1107490 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1107883.000000 Penalty: 4658.553711
	Iteration 10Q: 3 clusters Score -1107883 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1108274.125000 Penalty: 4658.553711
	Iteration 11Q: 3 clusters Score -1108274 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1108606.625000 Penalty: 4658.553711
	Iteration 12Q: 3 clusters Score -1108607 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1108851.375000 Penalty: 4658.553711
	Iteration 13Q: 3 clusters Score -1108851 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1109049.625000 Penalty: 4658.553711
	Iteration 14Q: 3 clusters Score -1109050 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1109225.625000 Penalty: 4658.553711
	Iteration 15Q: 3 clusters Score -1109226 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1109361.875000 Penalty: 4658.553711
	Iteration 16Q: 3 clusters Score -1109362 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1109501.125000 Penalty: 4658.553711
	Iteration 17Q: 3 clusters Score -1109501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1109616.500000 Penalty: 4658.553711
	Iteration 18Q: 3 clusters Score -1109616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1109718.000000 Penalty: 4658.553711
	Iteration 19Q: 3 clusters Score -1109718 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1109814.625000 Penalty: 4658.553711
	Iteration 20F: 3 clusters Score -1109815 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1109897.625000 Penalty: 4658.553711
	Iteration 21Q: 3 clusters Score -1109898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1109962.875000 Penalty: 4658.553711
	Iteration 22Q: 3 clusters Score -1109963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1110014.000000 Penalty: 4658.553711
	Iteration 23Q: 3 clusters Score -1110014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1110050.375000 Penalty: 4658.553711
	Iteration 24Q: 3 clusters Score -1110050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1110074.000000 Penalty: 4658.553711
	Iteration 25Q: 3 clusters Score -1110074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1110095.000000 Penalty: 4658.553711
	Iteration 26Q: 3 clusters Score -1110095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1110116.625000 Penalty: 4658.553711
	Iteration 27Q: 3 clusters Score -1110117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1110128.875000 Penalty: 4658.553711
	Iteration 28Q: 3 clusters Score -1110129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1110136.625000 Penalty: 4658.553711
	Iteration 29Q: 3 clusters Score -1110137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1110140.750000 Penalty: 4658.553711
	Iteration 30Q: 3 clusters Score -1110141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1110147.875000 Penalty: 4658.553711
	Iteration 31Q: 3 clusters Score -1110148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1110156.875000 Penalty: 4658.553711
	Iteration 32Q: 3 clusters Score -1110157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1110158.875000 Penalty: 4658.553711
	Iteration 33Q: 3 clusters Score -1110159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1110172.125000 Penalty: 4658.553711
	Iteration 34Q: 3 clusters Score -1110172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1110185.875000 Penalty: 4658.553711
	Iteration 35Q: 3 clusters Score -1110186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1110199.625000 Penalty: 4658.553711
	Iteration 36Q: 3 clusters Score -1110200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1110218.875000 Penalty: 4658.553711
	Iteration 37Q: 3 clusters Score -1110219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1110242.875000 Penalty: 4658.553711
	Iteration 38Q: 3 clusters Score -1110243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1110275.875000 Penalty: 4658.553711
	Iteration 39Q: 3 clusters Score -1110276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1110321.500000 Penalty: 4658.553711
	Iteration 40F: 3 clusters Score -1110322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1110348.875000 Penalty: 4658.553711
	Iteration 41Q: 3 clusters Score -1110349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1110362.750000 Penalty: 4658.553711
	Iteration 42Q: 3 clusters Score -1110363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1110372.375000 Penalty: 4658.553711
	Iteration 43Q: 3 clusters Score -1110372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1110378.750000 Penalty: 4658.553711
	Iteration 44Q: 3 clusters Score -1110379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1110390.000000 Penalty: 4658.553711
	Iteration 45Q: 3 clusters Score -1110390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1110403.750000 Penalty: 4658.553711
	Iteration 46Q: 3 clusters Score -1110404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1110420.250000 Penalty: 4658.553711
	Iteration 47Q: 3 clusters Score -1110420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1110427.625000 Penalty: 4658.553711
	Iteration 48Q: 3 clusters Score -1110428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1110437.250000 Penalty: 4658.553711
	Iteration 49Q: 3 clusters Score -1110437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1110445.375000 Penalty: 4658.553711
	Iteration 50Q: 3 clusters Score -1110445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1110448.875000 Penalty: 4658.553711
	Iteration 51Q: 3 clusters Score -1110449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1110450.875000 Penalty: 4658.553711
	Iteration 52Q: 3 clusters Score -1110451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1110453.375000 Penalty: 4658.553711
	Iteration 53Q: 3 clusters Score -1110453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1110453.000000 Penalty: 4658.553711
	Iteration 54Q: 3 clusters Score -1110453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1110455.875000 Penalty: 4658.553711
	Iteration 55Q: 3 clusters Score -1110456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1110457.125000 Penalty: 4658.553711
	Iteration 56Q: 3 clusters Score -1110457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1110457.375000 Penalty: 4658.553711
	Iteration 57Q: 3 clusters Score -1110457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1110457.125000 Penalty: 4658.553711
	Iteration 58Q: 3 clusters Score -1110457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1110458.375000 Penalty: 4658.553711
	Iteration 59Q: 3 clusters Score -1110458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1110458.375000 Penalty: 4658.553711
	Iteration 60F: 3 clusters Score -1110458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -128534.515625 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -128534.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -126112.000000 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -126112 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -126546.453125 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -126546.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -126708.242188 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -126708.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -126848.468750 Penalty: 3704.948486
	Iteration 3F: 3 clusters Score -126848.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -127034.242188 Penalty: 3704.948486
	Iteration 4F: 3 clusters Score -127034.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -127243.312500 Penalty: 3704.948486
	Iteration 5F: 3 clusters Score -127243.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -127435.500000 Penalty: 3704.948486
	Iteration 6F: 3 clusters Score -127435.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -127581.632812 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -127581.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -127693.125000 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -127693.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -127795.015625 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -127795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -127868.640625 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -127868.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -127918.304688 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -127918.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -127954.523438 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -127954.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -127964.554688 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -127964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -127973.140625 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -127973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127983.648438 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -127983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127987.000000 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -127987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -127987.585938 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -127987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -127988.078125 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -127988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127988.820312 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -127988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127988.820312 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -127988.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (120742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120742 members 
Entering Unmasked Estep 
Score: -9783314.000000 Penalty: 2901.949951
	Iteration 0F: 2 clusters Score -9783314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -9702287.000000 Penalty: 5803.899902
	Iteration 0F: 3 clusters Score -9702287 nChanged 57506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -9735520.000000 Penalty: 5803.899902
	Iteration 1F: 3 clusters Score -9735520 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -9736423.000000 Penalty: 5803.899902
	Iteration 2Q: 3 clusters Score -9736423 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -9737616.000000 Penalty: 5803.899902
	Iteration 3Q: 3 clusters Score -9737616 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -9739382.000000 Penalty: 5803.899902
	Iteration 4Q: 3 clusters Score -9739382 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -9742331.000000 Penalty: 5803.899902
	Iteration 5Q: 3 clusters Score -9742331 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -9747573.000000 Penalty: 5803.899902
	Iteration 6F: 3 clusters Score -9747573 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -9755767.000000 Penalty: 5803.899902
	Iteration 7F: 3 clusters Score -9755767 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -9765801.000000 Penalty: 5803.899902
	Iteration 8F: 3 clusters Score -9765801 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 113764 members 
Entering Unmasked Estep 
Score: -9774218.000000 Penalty: 5803.899902
	Iteration 9F: 3 clusters Score -9774218 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -9778506.000000 Penalty: 5803.899902
	Iteration 10Q: 3 clusters Score -9778506 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 119971 members 
Entering Unmasked Estep 
Score: -9779988.000000 Penalty: 5803.899902
	Iteration 11Q: 3 clusters Score -9779988 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 120392 members 
Entering Unmasked Estep 
Score: -9780433.000000 Penalty: 5803.899902
	Iteration 12Q: 3 clusters Score -9780433 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -9780565.000000 Penalty: 5803.899902
	Iteration 13Q: 3 clusters Score -9780565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 120510 members 
Entering Unmasked Estep 
Score: -9780645.000000 Penalty: 5803.899902
	Iteration 14Q: 3 clusters Score -9780645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -9780684.000000 Penalty: 5803.899902
	Iteration 15Q: 3 clusters Score -9780684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -9780711.000000 Penalty: 5803.899902
	Iteration 16Q: 3 clusters Score -9780711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -9780715.000000 Penalty: 5803.899902
	Iteration 17Q: 3 clusters Score -9780715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -9780721.000000 Penalty: 5803.899902
	Iteration 18Q: 3 clusters Score -9780721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -9780735.000000 Penalty: 5803.899902
	Iteration 19Q: 3 clusters Score -9780735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120544 members 
Entering Unmasked Estep 
Score: -9780747.000000 Penalty: 5803.899902
	Iteration 20F: 3 clusters Score -9780747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 120542 members 
Entering Unmasked Estep 
Score: -9780751.000000 Penalty: 5803.899902
	Iteration 21Q: 3 clusters Score -9780751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120541 members 
Entering Unmasked Estep 
Score: -9780752.000000 Penalty: 5803.899902
	Iteration 22Q: 3 clusters Score -9780752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -9780755.000000 Penalty: 5803.899902
	Iteration 23Q: 3 clusters Score -9780755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -9780755.000000 Penalty: 5803.899902
	Iteration 24F: 3 clusters Score -9780755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (128658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Entering Unmasked Estep 
Score: -10359348.000000 Penalty: 2917.698242
	Iteration 0F: 2 clusters Score -1.035935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -10273260.000000 Penalty: 5835.396484
	Iteration 0F: 3 clusters Score -1.027326e+07 nChanged 61222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -10308845.000000 Penalty: 5835.396484
	Iteration 1F: 3 clusters Score -1.030884e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -10310143.000000 Penalty: 5835.396484
	Iteration 2Q: 3 clusters Score -1.031014e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -10312203.000000 Penalty: 5835.396484
	Iteration 3Q: 3 clusters Score -1.03122e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -10315710.000000 Penalty: 5835.396484
	Iteration 4F: 3 clusters Score -1.031571e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -10321690.000000 Penalty: 5835.396484
	Iteration 5F: 3 clusters Score -1.032169e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 99006 members 
Entering Unmasked Estep 
Score: -10330083.000000 Penalty: 5835.396484
	Iteration 6F: 3 clusters Score -1.033008e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -10339274.000000 Penalty: 5835.396484
	Iteration 7F: 3 clusters Score -1.033927e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 117166 members 
Entering Unmasked Estep 
Score: -10346878.000000 Penalty: 5835.396484
	Iteration 8F: 3 clusters Score -1.034688e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -10351840.000000 Penalty: 5835.396484
	Iteration 9Q: 3 clusters Score -1.035184e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 125375 members 
Entering Unmasked Estep 
Score: -10354441.000000 Penalty: 5835.396484
	Iteration 10Q: 3 clusters Score -1.035444e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -10355609.000000 Penalty: 5835.396484
	Iteration 11Q: 3 clusters Score -1.035561e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -10356217.000000 Penalty: 5835.396484
	Iteration 12Q: 3 clusters Score -1.035622e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 127743 members 
Entering Unmasked Estep 
Score: -10356512.000000 Penalty: 5835.396484
	Iteration 13Q: 3 clusters Score -1.035651e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -10356695.000000 Penalty: 5835.396484
	Iteration 14Q: 3 clusters Score -1.03567e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 127966 members 
Entering Unmasked Estep 
Score: -10356778.000000 Penalty: 5835.396484
	Iteration 15Q: 3 clusters Score -1.035678e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 128007 members 
Entering Unmasked Estep 
Score: -10356830.000000 Penalty: 5835.396484
	Iteration 16Q: 3 clusters Score -1.035683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 128035 members 
Entering Unmasked Estep 
Score: -10356878.000000 Penalty: 5835.396484
	Iteration 17Q: 3 clusters Score -1.035688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -10356929.000000 Penalty: 5835.396484
	Iteration 18Q: 3 clusters Score -1.035693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -10356963.000000 Penalty: 5835.396484
	Iteration 19Q: 3 clusters Score -1.035696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -10356960.000000 Penalty: 5835.396484
	Iteration 20F: 3 clusters Score -1.035696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -10356970.000000 Penalty: 5835.396484
	Iteration 21Q: 3 clusters Score -1.035697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 128067 members 
Entering Unmasked Estep 
Score: -10356984.000000 Penalty: 5835.396484
	Iteration 22Q: 3 clusters Score -1.035698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 128067 members 
Entering Unmasked Estep 
Score: -10357000.000000 Penalty: 5835.396484
	Iteration 23Q: 3 clusters Score -1.0357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -10357009.000000 Penalty: 5835.396484
	Iteration 24Q: 3 clusters Score -1.035701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
Score: -10357019.000000 Penalty: 5835.396484
	Iteration 25Q: 3 clusters Score -1.035702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -10357028.000000 Penalty: 5835.396484
	Iteration 26Q: 3 clusters Score -1.035703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -10357049.000000 Penalty: 5835.396484
	Iteration 27Q: 3 clusters Score -1.035705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -10357061.000000 Penalty: 5835.396484
	Iteration 28Q: 3 clusters Score -1.035706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -10357083.000000 Penalty: 5835.396484
	Iteration 29Q: 3 clusters Score -1.035708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -10357096.000000 Penalty: 5835.396484
	Iteration 30Q: 3 clusters Score -1.03571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 128094 members 
Entering Unmasked Estep 
Score: -10357103.000000 Penalty: 5835.396484
	Iteration 31Q: 3 clusters Score -1.03571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -10357114.000000 Penalty: 5835.396484
	Iteration 32Q: 3 clusters Score -1.035711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -10357121.000000 Penalty: 5835.396484
	Iteration 33Q: 3 clusters Score -1.035712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -10357137.000000 Penalty: 5835.396484
	Iteration 34Q: 3 clusters Score -1.035714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -10357152.000000 Penalty: 5835.396484
	Iteration 35Q: 3 clusters Score -1.035715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -10357166.000000 Penalty: 5835.396484
	Iteration 36Q: 3 clusters Score -1.035717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
Score: -10357168.000000 Penalty: 5835.396484
	Iteration 37Q: 3 clusters Score -1.035717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -10357183.000000 Penalty: 5835.396484
	Iteration 38Q: 3 clusters Score -1.035718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -10357177.000000 Penalty: 5835.396484
	Iteration 39Q: 3 clusters Score -1.035718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -10357187.000000 Penalty: 5835.396484
	Iteration 40F: 3 clusters Score -1.035719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -10357197.000000 Penalty: 5835.396484
	Iteration 41Q: 3 clusters Score -1.03572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 128076 members 
Entering Unmasked Estep 
Score: -10357192.000000 Penalty: 5835.396484
	Iteration 42Q: 3 clusters Score -1.035719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -10357200.000000 Penalty: 5835.396484
	Iteration 43Q: 3 clusters Score -1.03572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -10357207.000000 Penalty: 5835.396484
	Iteration 44Q: 3 clusters Score -1.035721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -10357217.000000 Penalty: 5835.396484
	Iteration 45Q: 3 clusters Score -1.035722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -10357223.000000 Penalty: 5835.396484
	Iteration 46Q: 3 clusters Score -1.035722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -10357223.000000 Penalty: 5835.396484
	Iteration 47Q: 3 clusters Score -1.035722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 128076 members 
Entering Unmasked Estep 
Score: -10357220.000000 Penalty: 5835.396484
	Iteration 48Q: 3 clusters Score -1.035722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -10357223.000000 Penalty: 5835.396484
	Iteration 49Q: 3 clusters Score -1.035722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -10357221.000000 Penalty: 5835.396484
	Iteration 50Q: 3 clusters Score -1.035722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -10357225.000000 Penalty: 5835.396484
	Iteration 51Q: 3 clusters Score -1.035722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -10357222.000000 Penalty: 5835.396484
	Iteration 52Q: 3 clusters Score -1.035722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -10357222.000000 Penalty: 5835.396484
	Iteration 53F: 3 clusters Score -1.035722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Entering Unmasked Estep 
Score: -1312869.125000 Penalty: 2411.493164
	Iteration 0F: 2 clusters Score -1312869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1300956.250000 Penalty: 4822.986328
	Iteration 0F: 3 clusters Score -1300956 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1305228.750000 Penalty: 4822.986328
	Iteration 1F: 3 clusters Score -1305229 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1305923.625000 Penalty: 4822.986328
	Iteration 2F: 3 clusters Score -1305924 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1306604.250000 Penalty: 4822.986328
	Iteration 3F: 3 clusters Score -1306604 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1307281.875000 Penalty: 4822.986328
	Iteration 4F: 3 clusters Score -1307282 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1307886.875000 Penalty: 4822.986328
	Iteration 5F: 3 clusters Score -1307887 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1308465.500000 Penalty: 4822.986328
	Iteration 6F: 3 clusters Score -1308466 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1308940.500000 Penalty: 4822.986328
	Iteration 7F: 3 clusters Score -1308940 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1309388.500000 Penalty: 4822.986328
	Iteration 8Q: 3 clusters Score -1309388 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1309726.125000 Penalty: 4822.986328
	Iteration 9Q: 3 clusters Score -1309726 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1309996.250000 Penalty: 4822.986328
	Iteration 10Q: 3 clusters Score -1309996 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1310272.625000 Penalty: 4822.986328
	Iteration 11Q: 3 clusters Score -1310273 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1310505.375000 Penalty: 4822.986328
	Iteration 12Q: 3 clusters Score -1310505 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1310703.750000 Penalty: 4822.986328
	Iteration 13Q: 3 clusters Score -1310704 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1310927.000000 Penalty: 4822.986328
	Iteration 14Q: 3 clusters Score -1310927 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1311133.375000 Penalty: 4822.986328
	Iteration 15Q: 3 clusters Score -1311133 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1311297.000000 Penalty: 4822.986328
	Iteration 16Q: 3 clusters Score -1311297 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1311414.000000 Penalty: 4822.986328
	Iteration 17Q: 3 clusters Score -1311414 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1311497.375000 Penalty: 4822.986328
	Iteration 18Q: 3 clusters Score -1311497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1311571.875000 Penalty: 4822.986328
	Iteration 19Q: 3 clusters Score -1311572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1311624.000000 Penalty: 4822.986328
	Iteration 20F: 3 clusters Score -1311624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1311698.125000 Penalty: 4822.986328
	Iteration 21Q: 3 clusters Score -1311698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1311772.875000 Penalty: 4822.986328
	Iteration 22Q: 3 clusters Score -1311773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1311818.125000 Penalty: 4822.986328
	Iteration 23Q: 3 clusters Score -1311818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1311844.250000 Penalty: 4822.986328
	Iteration 24Q: 3 clusters Score -1311844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1311861.250000 Penalty: 4822.986328
	Iteration 25Q: 3 clusters Score -1311861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1311886.000000 Penalty: 4822.986328
	Iteration 26Q: 3 clusters Score -1311886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1311909.375000 Penalty: 4822.986328
	Iteration 27Q: 3 clusters Score -1311909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1311921.000000 Penalty: 4822.986328
	Iteration 28Q: 3 clusters Score -1311921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1311925.625000 Penalty: 4822.986328
	Iteration 29Q: 3 clusters Score -1311926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1311931.125000 Penalty: 4822.986328
	Iteration 30Q: 3 clusters Score -1311931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1311933.750000 Penalty: 4822.986328
	Iteration 31Q: 3 clusters Score -1311934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1311940.875000 Penalty: 4822.986328
	Iteration 32Q: 3 clusters Score -1311941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1311947.500000 Penalty: 4822.986328
	Iteration 33Q: 3 clusters Score -1311948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1311954.125000 Penalty: 4822.986328
	Iteration 34Q: 3 clusters Score -1311954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1311957.000000 Penalty: 4822.986328
	Iteration 35Q: 3 clusters Score -1311957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1311957.625000 Penalty: 4822.986328
	Iteration 36Q: 3 clusters Score -1311958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1311963.500000 Penalty: 4822.986328
	Iteration 37Q: 3 clusters Score -1311964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1311969.750000 Penalty: 4822.986328
	Iteration 38Q: 3 clusters Score -1311970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1311973.250000 Penalty: 4822.986328
	Iteration 39Q: 3 clusters Score -1311973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1311973.875000 Penalty: 4822.986328
	Iteration 40F: 3 clusters Score -1311974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1311981.250000 Penalty: 4822.986328
	Iteration 41Q: 3 clusters Score -1311981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1311978.000000 Penalty: 4822.986328
	Iteration 42Q: 3 clusters Score -1311978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1311980.375000 Penalty: 4822.986328
	Iteration 43Q: 3 clusters Score -1311980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1311981.000000 Penalty: 4822.986328
	Iteration 44Q: 3 clusters Score -1311981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1311979.250000 Penalty: 4822.986328
	Iteration 45Q: 3 clusters Score -1311979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1311983.375000 Penalty: 4822.986328
	Iteration 46Q: 3 clusters Score -1311983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1311985.250000 Penalty: 4822.986328
	Iteration 47Q: 3 clusters Score -1311985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1311987.125000 Penalty: 4822.986328
	Iteration 48Q: 3 clusters Score -1311987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1311985.250000 Penalty: 4822.986328
	Iteration 49Q: 3 clusters Score -1311985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1311985.250000 Penalty: 4822.986328
	Iteration 50F: 3 clusters Score -1311985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -149704.093750 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -149704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147472.609375 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -147472.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -147984.453125 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -147984.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148282.703125 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -148282.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148563.500000 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -148563.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148786.640625 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -148786.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -149054.578125 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -149054.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149277.984375 Penalty: 3649.664062
	Iteration 6F: 3 clusters Score -149278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -149424.609375 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -149424.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -149509.921875 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -149509.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -149552.890625 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -149552.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149588.296875 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -149588.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149597.437500 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -149597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -149607.078125 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -149607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149620.218750 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -149620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149628.265625 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -149628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -149630.640625 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -149630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -149630.640625 Penalty: 3649.664062
	Iteration 16F: 3 clusters Score -149630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (107511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Entering Unmasked Estep 
Score: -10577404.000000 Penalty: 2873.166260
	Iteration 0F: 2 clusters Score -1.05774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -10505707.000000 Penalty: 5746.332520
	Iteration 0F: 3 clusters Score -1.050571e+07 nChanged 51103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -10535654.000000 Penalty: 5746.332520
	Iteration 1F: 3 clusters Score -1.053565e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -10537268.000000 Penalty: 5746.332520
	Iteration 2Q: 3 clusters Score -1.053727e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -10539503.000000 Penalty: 5746.332520
	Iteration 3Q: 3 clusters Score -1.05395e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -10542220.000000 Penalty: 5746.332520
	Iteration 4Q: 3 clusters Score -1.054222e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -10545639.000000 Penalty: 5746.332520
	Iteration 5F: 3 clusters Score -1.054564e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -10549234.000000 Penalty: 5746.332520
	Iteration 6F: 3 clusters Score -1.054923e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -10552834.000000 Penalty: 5746.332520
	Iteration 7F: 3 clusters Score -1.055283e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -10556115.000000 Penalty: 5746.332520
	Iteration 8F: 3 clusters Score -1.055612e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -10558477.000000 Penalty: 5746.332520
	Iteration 9Q: 3 clusters Score -1.055848e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -10560059.000000 Penalty: 5746.332520
	Iteration 10Q: 3 clusters Score -1.056006e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -10561049.000000 Penalty: 5746.332520
	Iteration 11Q: 3 clusters Score -1.056105e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -10561710.000000 Penalty: 5746.332520
	Iteration 12Q: 3 clusters Score -1.056171e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -10562255.000000 Penalty: 5746.332520
	Iteration 13Q: 3 clusters Score -1.056226e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -10562630.000000 Penalty: 5746.332520
	Iteration 14Q: 3 clusters Score -1.056263e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -10563012.000000 Penalty: 5746.332520
	Iteration 15Q: 3 clusters Score -1.056301e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -10563427.000000 Penalty: 5746.332520
	Iteration 16Q: 3 clusters Score -1.056343e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -10563956.000000 Penalty: 5746.332520
	Iteration 17Q: 3 clusters Score -1.056396e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -10564413.000000 Penalty: 5746.332520
	Iteration 18Q: 3 clusters Score -1.056441e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -10564950.000000 Penalty: 5746.332520
	Iteration 19Q: 3 clusters Score -1.056495e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -10565438.000000 Penalty: 5746.332520
	Iteration 20F: 3 clusters Score -1.056544e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -10565917.000000 Penalty: 5746.332520
	Iteration 21Q: 3 clusters Score -1.056592e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -10566390.000000 Penalty: 5746.332520
	Iteration 22Q: 3 clusters Score -1.056639e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -10566734.000000 Penalty: 5746.332520
	Iteration 23Q: 3 clusters Score -1.056673e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -10567023.000000 Penalty: 5746.332520
	Iteration 24Q: 3 clusters Score -1.056702e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -10567292.000000 Penalty: 5746.332520
	Iteration 25Q: 3 clusters Score -1.056729e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -10567539.000000 Penalty: 5746.332520
	Iteration 26Q: 3 clusters Score -1.056754e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -10567759.000000 Penalty: 5746.332520
	Iteration 27Q: 3 clusters Score -1.056776e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -10567902.000000 Penalty: 5746.332520
	Iteration 28Q: 3 clusters Score -1.05679e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -10567964.000000 Penalty: 5746.332520
	Iteration 29Q: 3 clusters Score -1.056796e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -10568029.000000 Penalty: 5746.332520
	Iteration 30Q: 3 clusters Score -1.056803e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -10568116.000000 Penalty: 5746.332520
	Iteration 31Q: 3 clusters Score -1.056812e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -10568219.000000 Penalty: 5746.332520
	Iteration 32Q: 3 clusters Score -1.056822e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -10568286.000000 Penalty: 5746.332520
	Iteration 33Q: 3 clusters Score -1.056829e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -10568374.000000 Penalty: 5746.332520
	Iteration 34Q: 3 clusters Score -1.056837e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -10568458.000000 Penalty: 5746.332520
	Iteration 35Q: 3 clusters Score -1.056846e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -10568563.000000 Penalty: 5746.332520
	Iteration 36Q: 3 clusters Score -1.056856e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -10568631.000000 Penalty: 5746.332520
	Iteration 37Q: 3 clusters Score -1.056863e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -10568694.000000 Penalty: 5746.332520
	Iteration 38Q: 3 clusters Score -1.056869e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -10568741.000000 Penalty: 5746.332520
	Iteration 39Q: 3 clusters Score -1.056874e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -10568828.000000 Penalty: 5746.332520
	Iteration 40F: 3 clusters Score -1.056883e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -10568911.000000 Penalty: 5746.332520
	Iteration 41Q: 3 clusters Score -1.056891e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -10569002.000000 Penalty: 5746.332520
	Iteration 42Q: 3 clusters Score -1.0569e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -10569122.000000 Penalty: 5746.332520
	Iteration 43Q: 3 clusters Score -1.056912e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -10569242.000000 Penalty: 5746.332520
	Iteration 44Q: 3 clusters Score -1.056924e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -10569344.000000 Penalty: 5746.332520
	Iteration 45Q: 3 clusters Score -1.056934e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -10569486.000000 Penalty: 5746.332520
	Iteration 46Q: 3 clusters Score -1.056949e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -10569645.000000 Penalty: 5746.332520
	Iteration 47Q: 3 clusters Score -1.056964e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -10569793.000000 Penalty: 5746.332520
	Iteration 48Q: 3 clusters Score -1.056979e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -10569879.000000 Penalty: 5746.332520
	Iteration 49Q: 3 clusters Score -1.056988e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -10570023.000000 Penalty: 5746.332520
	Iteration 50Q: 3 clusters Score -1.057002e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 83185 members 
Entering Unmasked Estep 
Score: -10570176.000000 Penalty: 5746.332520
	Iteration 51Q: 3 clusters Score -1.057018e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -10570393.000000 Penalty: 5746.332520
	Iteration 52Q: 3 clusters Score -1.057039e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -10570602.000000 Penalty: 5746.332520
	Iteration 53Q: 3 clusters Score -1.05706e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -10570767.000000 Penalty: 5746.332520
	Iteration 54Q: 3 clusters Score -1.057077e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -10570979.000000 Penalty: 5746.332520
	Iteration 55Q: 3 clusters Score -1.057098e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -10571249.000000 Penalty: 5746.332520
	Iteration 56Q: 3 clusters Score -1.057125e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -10571401.000000 Penalty: 5746.332520
	Iteration 57Q: 3 clusters Score -1.05714e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
Score: -10571650.000000 Penalty: 5746.332520
	Iteration 58Q: 3 clusters Score -1.057165e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -10571836.000000 Penalty: 5746.332520
	Iteration 59Q: 3 clusters Score -1.057184e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -10572031.000000 Penalty: 5746.332520
	Iteration 60F: 3 clusters Score -1.057203e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -10572234.000000 Penalty: 5746.332520
	Iteration 61Q: 3 clusters Score -1.057223e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -10572498.000000 Penalty: 5746.332520
	Iteration 62Q: 3 clusters Score -1.05725e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -10572718.000000 Penalty: 5746.332520
	Iteration 63Q: 3 clusters Score -1.057272e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -10572940.000000 Penalty: 5746.332520
	Iteration 64Q: 3 clusters Score -1.057294e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -10573176.000000 Penalty: 5746.332520
	Iteration 65Q: 3 clusters Score -1.057318e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -10573469.000000 Penalty: 5746.332520
	Iteration 66Q: 3 clusters Score -1.057347e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -10573782.000000 Penalty: 5746.332520
	Iteration 67Q: 3 clusters Score -1.057378e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -10574019.000000 Penalty: 5746.332520
	Iteration 68Q: 3 clusters Score -1.057402e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -10574216.000000 Penalty: 5746.332520
	Iteration 69Q: 3 clusters Score -1.057422e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -10574394.000000 Penalty: 5746.332520
	Iteration 70Q: 3 clusters Score -1.057439e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -10574516.000000 Penalty: 5746.332520
	Iteration 71Q: 3 clusters Score -1.057452e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -10574668.000000 Penalty: 5746.332520
	Iteration 72Q: 3 clusters Score -1.057467e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -10574755.000000 Penalty: 5746.332520
	Iteration 73Q: 3 clusters Score -1.057476e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -10574874.000000 Penalty: 5746.332520
	Iteration 74Q: 3 clusters Score -1.057487e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -10574927.000000 Penalty: 5746.332520
	Iteration 75Q: 3 clusters Score -1.057493e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -10574978.000000 Penalty: 5746.332520
	Iteration 76Q: 3 clusters Score -1.057498e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -10575044.000000 Penalty: 5746.332520
	Iteration 77Q: 3 clusters Score -1.057504e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -10575120.000000 Penalty: 5746.332520
	Iteration 78Q: 3 clusters Score -1.057512e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -10575150.000000 Penalty: 5746.332520
	Iteration 79Q: 3 clusters Score -1.057515e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -10575222.000000 Penalty: 5746.332520
	Iteration 80F: 3 clusters Score -1.057522e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 102922 members 
Entering Unmasked Estep 
Score: -10575281.000000 Penalty: 5746.332520
	Iteration 81Q: 3 clusters Score -1.057528e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -10575341.000000 Penalty: 5746.332520
	Iteration 82Q: 3 clusters Score -1.057534e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -10575385.000000 Penalty: 5746.332520
	Iteration 83Q: 3 clusters Score -1.057538e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -10575417.000000 Penalty: 5746.332520
	Iteration 84Q: 3 clusters Score -1.057542e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -10575446.000000 Penalty: 5746.332520
	Iteration 85Q: 3 clusters Score -1.057545e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -10575478.000000 Penalty: 5746.332520
	Iteration 86Q: 3 clusters Score -1.057548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -10575479.000000 Penalty: 5746.332520
	Iteration 87Q: 3 clusters Score -1.057548e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -10575524.000000 Penalty: 5746.332520
	Iteration 88Q: 3 clusters Score -1.057552e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
Score: -10575549.000000 Penalty: 5746.332520
	Iteration 89Q: 3 clusters Score -1.057555e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -10575553.000000 Penalty: 5746.332520
	Iteration 90Q: 3 clusters Score -1.057555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -10575545.000000 Penalty: 5746.332520
	Iteration 91Q: 3 clusters Score -1.057554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -10575528.000000 Penalty: 5746.332520
	Iteration 92Q: 3 clusters Score -1.057553e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -10575538.000000 Penalty: 5746.332520
	Iteration 93Q: 3 clusters Score -1.057554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 104110 members 
Entering Unmasked Estep 
Score: -10575543.000000 Penalty: 5746.332520
	Iteration 94Q: 3 clusters Score -1.057554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -10575556.000000 Penalty: 5746.332520
	Iteration 95Q: 3 clusters Score -1.057556e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 104220 members 
Entering Unmasked Estep 
Score: -10575569.000000 Penalty: 5746.332520
	Iteration 96Q: 3 clusters Score -1.057557e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -10575614.000000 Penalty: 5746.332520
	Iteration 97Q: 3 clusters Score -1.057561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 104306 members 
Entering Unmasked Estep 
Score: -10575604.000000 Penalty: 5746.332520
	Iteration 98Q: 3 clusters Score -1.05756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -10575621.000000 Penalty: 5746.332520
	Iteration 99Q: 3 clusters Score -1.057562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 104350 members 
Entering Unmasked Estep 
Score: -10575615.000000 Penalty: 5746.332520
	Iteration 100F: 3 clusters Score -1.057562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -10575627.000000 Penalty: 5746.332520
	Iteration 101Q: 3 clusters Score -1.057563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 104387 members 
Entering Unmasked Estep 
Score: -10575633.000000 Penalty: 5746.332520
	Iteration 102Q: 3 clusters Score -1.057563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 104405 members 
Entering Unmasked Estep 
Score: -10575634.000000 Penalty: 5746.332520
	Iteration 103Q: 3 clusters Score -1.057563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -10575654.000000 Penalty: 5746.332520
	Iteration 104Q: 3 clusters Score -1.057565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
Score: -10575657.000000 Penalty: 5746.332520
	Iteration 105Q: 3 clusters Score -1.057566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -10575675.000000 Penalty: 5746.332520
	Iteration 106Q: 3 clusters Score -1.057568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -10575667.000000 Penalty: 5746.332520
	Iteration 107Q: 3 clusters Score -1.057567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -10575671.000000 Penalty: 5746.332520
	Iteration 108Q: 3 clusters Score -1.057567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104477 members 
Entering Unmasked Estep 
Score: -10575683.000000 Penalty: 5746.332520
	Iteration 109Q: 3 clusters Score -1.057568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -10575681.000000 Penalty: 5746.332520
	Iteration 110Q: 3 clusters Score -1.057568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -10575677.000000 Penalty: 5746.332520
	Iteration 111Q: 3 clusters Score -1.057568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -10575671.000000 Penalty: 5746.332520
	Iteration 112Q: 3 clusters Score -1.057567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -10575667.000000 Penalty: 5746.332520
	Iteration 113Q: 3 clusters Score -1.057567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -10575675.000000 Penalty: 5746.332520
	Iteration 114Q: 3 clusters Score -1.057568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -10575677.000000 Penalty: 5746.332520
	Iteration 115Q: 3 clusters Score -1.057568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -10575683.000000 Penalty: 5746.332520
	Iteration 116Q: 3 clusters Score -1.057568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -10575688.000000 Penalty: 5746.332520
	Iteration 117Q: 3 clusters Score -1.057569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -10575688.000000 Penalty: 5746.332520
	Iteration 118Q: 3 clusters Score -1.057569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -10575690.000000 Penalty: 5746.332520
	Iteration 119Q: 3 clusters Score -1.057569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -10575691.000000 Penalty: 5746.332520
	Iteration 120F: 3 clusters Score -1.057569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 104586 members 
Entering Unmasked Estep 
Score: -10575700.000000 Penalty: 5746.332520
	Iteration 121Q: 3 clusters Score -1.05757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -10575700.000000 Penalty: 5746.332520
	Iteration 122Q: 3 clusters Score -1.05757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -10575681.000000 Penalty: 5746.332520
	Iteration 123Q: 3 clusters Score -1.057568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -10575687.000000 Penalty: 5746.332520
	Iteration 124Q: 3 clusters Score -1.057569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -10575694.000000 Penalty: 5746.332520
	Iteration 125Q: 3 clusters Score -1.057569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 126Q: 3 clusters Score -1.057571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 104669 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 127Q: 3 clusters Score -1.057571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -10575714.000000 Penalty: 5746.332520
	Iteration 128Q: 3 clusters Score -1.057571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -10575729.000000 Penalty: 5746.332520
	Iteration 129Q: 3 clusters Score -1.057573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -10575717.000000 Penalty: 5746.332520
	Iteration 130Q: 3 clusters Score -1.057572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -10575714.000000 Penalty: 5746.332520
	Iteration 131Q: 3 clusters Score -1.057571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -10575712.000000 Penalty: 5746.332520
	Iteration 132Q: 3 clusters Score -1.057571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -10575705.000000 Penalty: 5746.332520
	Iteration 133Q: 3 clusters Score -1.05757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -10575715.000000 Penalty: 5746.332520
	Iteration 134Q: 3 clusters Score -1.057572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -10575704.000000 Penalty: 5746.332520
	Iteration 135Q: 3 clusters Score -1.05757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 136Q: 3 clusters Score -1.057571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -10575721.000000 Penalty: 5746.332520
	Iteration 137Q: 3 clusters Score -1.057572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -10575726.000000 Penalty: 5746.332520
	Iteration 138Q: 3 clusters Score -1.057573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -10575729.000000 Penalty: 5746.332520
	Iteration 139Q: 3 clusters Score -1.057573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -10575707.000000 Penalty: 5746.332520
	Iteration 140F: 3 clusters Score -1.057571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -10575703.000000 Penalty: 5746.332520
	Iteration 141Q: 3 clusters Score -1.05757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -10575699.000000 Penalty: 5746.332520
	Iteration 142Q: 3 clusters Score -1.05757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -10575714.000000 Penalty: 5746.332520
	Iteration 143Q: 3 clusters Score -1.057571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -10575707.000000 Penalty: 5746.332520
	Iteration 144Q: 3 clusters Score -1.057571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -10575721.000000 Penalty: 5746.332520
	Iteration 145Q: 3 clusters Score -1.057572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -10575714.000000 Penalty: 5746.332520
	Iteration 146Q: 3 clusters Score -1.057571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 147Q: 3 clusters Score -1.057571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -10575721.000000 Penalty: 5746.332520
	Iteration 148Q: 3 clusters Score -1.057572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -10575723.000000 Penalty: 5746.332520
	Iteration 149Q: 3 clusters Score -1.057572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 150Q: 3 clusters Score -1.057571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -10575718.000000 Penalty: 5746.332520
	Iteration 151Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -10575713.000000 Penalty: 5746.332520
	Iteration 152Q: 3 clusters Score -1.057571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 153Q: 3 clusters Score -1.057571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -10575704.000000 Penalty: 5746.332520
	Iteration 154Q: 3 clusters Score -1.05757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -10575705.000000 Penalty: 5746.332520
	Iteration 155Q: 3 clusters Score -1.05757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -10575723.000000 Penalty: 5746.332520
	Iteration 156Q: 3 clusters Score -1.057572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -10575724.000000 Penalty: 5746.332520
	Iteration 157Q: 3 clusters Score -1.057572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -10575723.000000 Penalty: 5746.332520
	Iteration 158Q: 3 clusters Score -1.057572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -10575731.000000 Penalty: 5746.332520
	Iteration 159Q: 3 clusters Score -1.057573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -10575729.000000 Penalty: 5746.332520
	Iteration 160F: 3 clusters Score -1.057573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -10575724.000000 Penalty: 5746.332520
	Iteration 161Q: 3 clusters Score -1.057572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -10575717.000000 Penalty: 5746.332520
	Iteration 162Q: 3 clusters Score -1.057572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -10575714.000000 Penalty: 5746.332520
	Iteration 163Q: 3 clusters Score -1.057571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -10575709.000000 Penalty: 5746.332520
	Iteration 164Q: 3 clusters Score -1.057571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -10575722.000000 Penalty: 5746.332520
	Iteration 165Q: 3 clusters Score -1.057572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -10575723.000000 Penalty: 5746.332520
	Iteration 166Q: 3 clusters Score -1.057572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -10575723.000000 Penalty: 5746.332520
	Iteration 167Q: 3 clusters Score -1.057572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -10575715.000000 Penalty: 5746.332520
	Iteration 168Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -10575718.000000 Penalty: 5746.332520
	Iteration 169Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -10575717.000000 Penalty: 5746.332520
	Iteration 170Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 104983 members 
Entering Unmasked Estep 
Score: -10575721.000000 Penalty: 5746.332520
	Iteration 171Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -10575723.000000 Penalty: 5746.332520
	Iteration 172Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -10575719.000000 Penalty: 5746.332520
	Iteration 173Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -10575719.000000 Penalty: 5746.332520
	Iteration 174Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 104987 members 
Entering Unmasked Estep 
Score: -10575721.000000 Penalty: 5746.332520
	Iteration 175Q: 3 clusters Score -1.057572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -10575715.000000 Penalty: 5746.332520
	Iteration 176Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 104991 members 
Entering Unmasked Estep 
Score: -10575716.000000 Penalty: 5746.332520
	Iteration 177Q: 3 clusters Score -1.057572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -10575714.000000 Penalty: 5746.332520
	Iteration 178Q: 3 clusters Score -1.057571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -10575710.000000 Penalty: 5746.332520
	Iteration 179Q: 3 clusters Score -1.057571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -10575708.000000 Penalty: 5746.332520
	Iteration 180F: 3 clusters Score -1.057571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -330445.250000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -330445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -326299.656250 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -326299.7 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -327367.625000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -327367.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -327675.843750 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -327675.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -327905.531250 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -327905.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -328074.000000 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -328074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -328241.937500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -328241.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -328418.781250 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -328418.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -328640.125000 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -328640.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -328855.125000 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -328855.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -329091.437500 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -329091.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -329326.406250 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -329326.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -329502.656250 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -329502.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -329598.718750 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -329598.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -329641.156250 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -329641.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -329661.468750 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -329661.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -329673.718750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -329673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -329683.250000 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -329683.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -329693.093750 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -329693.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -329697.437500 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -329697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -329700.656250 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -329700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -329704.468750 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -329704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -329705.218750 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -329705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -329708.281250 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -329708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -329711.812500 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -329711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -329716.062500 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -329716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -329718.312500 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -329718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -329720.968750 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -329721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329721.718750 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -329721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -329723.750000 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -329723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -329726.750000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -329726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -329731.000000 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -329731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -329735.875000 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -329735.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -329741.218750 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -329741.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -329747.781250 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -329747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -329753.187500 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -329753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -329758.781250 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -329758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -329760.750000 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -329760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -329763.343750 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -329763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -329765.750000 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -329765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -329769.062500 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -329769.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -329771.875000 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -329771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -329772.593750 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -329772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -329773.187500 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -329773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -329774.500000 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -329774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -329774.468750 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -329774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -329774.468750 Penalty: 4160.219727
	Iteration 45F: 3 clusters Score -329774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Entering Unmasked Estep 
Score: -964750.125000 Penalty: 2329.813721
	Iteration 0F: 2 clusters Score -964750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -955805.437500 Penalty: 4659.627441
	Iteration 0F: 3 clusters Score -955805.4 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -958486.562500 Penalty: 4659.627441
	Iteration 1F: 3 clusters Score -958486.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -958808.187500 Penalty: 4659.627441
	Iteration 2F: 3 clusters Score -958808.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -959046.937500 Penalty: 4659.627441
	Iteration 3Q: 3 clusters Score -959046.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -959215.812500 Penalty: 4659.627441
	Iteration 4Q: 3 clusters Score -959215.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -959348.812500 Penalty: 4659.627441
	Iteration 5Q: 3 clusters Score -959348.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -959463.937500 Penalty: 4659.627441
	Iteration 6Q: 3 clusters Score -959463.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -959578.687500 Penalty: 4659.627441
	Iteration 7Q: 3 clusters Score -959578.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -959700.250000 Penalty: 4659.627441
	Iteration 8Q: 3 clusters Score -959700.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -959835.437500 Penalty: 4659.627441
	Iteration 9Q: 3 clusters Score -959835.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -959974.687500 Penalty: 4659.627441
	Iteration 10Q: 3 clusters Score -959974.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -960132.062500 Penalty: 4659.627441
	Iteration 11Q: 3 clusters Score -960132.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -960328.812500 Penalty: 4659.627441
	Iteration 12Q: 3 clusters Score -960328.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -960608.437500 Penalty: 4659.627441
	Iteration 13Q: 3 clusters Score -960608.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -960988.937500 Penalty: 4659.627441
	Iteration 14Q: 3 clusters Score -960988.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -961425.812500 Penalty: 4659.627441
	Iteration 15Q: 3 clusters Score -961425.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -961826.187500 Penalty: 4659.627441
	Iteration 16Q: 3 clusters Score -961826.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -962124.125000 Penalty: 4659.627441
	Iteration 17Q: 3 clusters Score -962124.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -962334.500000 Penalty: 4659.627441
	Iteration 18Q: 3 clusters Score -962334.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -962471.750000 Penalty: 4659.627441
	Iteration 19Q: 3 clusters Score -962471.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -962551.000000 Penalty: 4659.627441
	Iteration 20F: 3 clusters Score -962551 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -962612.437500 Penalty: 4659.627441
	Iteration 21Q: 3 clusters Score -962612.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -962665.500000 Penalty: 4659.627441
	Iteration 22Q: 3 clusters Score -962665.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -962714.500000 Penalty: 4659.627441
	Iteration 23Q: 3 clusters Score -962714.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -962737.312500 Penalty: 4659.627441
	Iteration 24Q: 3 clusters Score -962737.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -962751.812500 Penalty: 4659.627441
	Iteration 25Q: 3 clusters Score -962751.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -962777.062500 Penalty: 4659.627441
	Iteration 26Q: 3 clusters Score -962777.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -962798.562500 Penalty: 4659.627441
	Iteration 27Q: 3 clusters Score -962798.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -962816.187500 Penalty: 4659.627441
	Iteration 28Q: 3 clusters Score -962816.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -962840.437500 Penalty: 4659.627441
	Iteration 29Q: 3 clusters Score -962840.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -962859.000000 Penalty: 4659.627441
	Iteration 30Q: 3 clusters Score -962859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -962873.187500 Penalty: 4659.627441
	Iteration 31Q: 3 clusters Score -962873.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -962883.437500 Penalty: 4659.627441
	Iteration 32Q: 3 clusters Score -962883.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -962893.875000 Penalty: 4659.627441
	Iteration 33Q: 3 clusters Score -962893.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -962905.625000 Penalty: 4659.627441
	Iteration 34Q: 3 clusters Score -962905.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -962913.562500 Penalty: 4659.627441
	Iteration 35Q: 3 clusters Score -962913.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -962921.625000 Penalty: 4659.627441
	Iteration 36Q: 3 clusters Score -962921.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -962929.312500 Penalty: 4659.627441
	Iteration 37Q: 3 clusters Score -962929.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -962937.625000 Penalty: 4659.627441
	Iteration 38Q: 3 clusters Score -962937.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -962947.750000 Penalty: 4659.627441
	Iteration 39Q: 3 clusters Score -962947.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -962953.812500 Penalty: 4659.627441
	Iteration 40F: 3 clusters Score -962953.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -962958.187500 Penalty: 4659.627441
	Iteration 41Q: 3 clusters Score -962958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -962961.750000 Penalty: 4659.627441
	Iteration 42Q: 3 clusters Score -962961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -962962.937500 Penalty: 4659.627441
	Iteration 43Q: 3 clusters Score -962962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -962964.875000 Penalty: 4659.627441
	Iteration 44Q: 3 clusters Score -962964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -962965.500000 Penalty: 4659.627441
	Iteration 45Q: 3 clusters Score -962965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -962965.500000 Penalty: 4659.627441
	Iteration 46F: 3 clusters Score -962965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (110976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Entering Unmasked Estep 
Score: -11728880.000000 Penalty: 2881.033203
	Iteration 0F: 2 clusters Score -1.172888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -11659377.000000 Penalty: 5762.066406
	Iteration 0F: 3 clusters Score -1.165938e+07 nChanged 52498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -11689314.000000 Penalty: 5762.066406
	Iteration 1F: 3 clusters Score -1.168931e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -11690127.000000 Penalty: 5762.066406
	Iteration 2Q: 3 clusters Score -1.169013e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -11691147.000000 Penalty: 5762.066406
	Iteration 3Q: 3 clusters Score -1.169115e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -11692330.000000 Penalty: 5762.066406
	Iteration 4Q: 3 clusters Score -1.169233e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -11694350.000000 Penalty: 5762.066406
	Iteration 5Q: 3 clusters Score -1.169435e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -11697329.000000 Penalty: 5762.066406
	Iteration 6F: 3 clusters Score -1.169733e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -11701838.000000 Penalty: 5762.066406
	Iteration 7F: 3 clusters Score -1.170184e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -11707199.000000 Penalty: 5762.066406
	Iteration 8F: 3 clusters Score -1.17072e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -11712090.000000 Penalty: 5762.066406
	Iteration 9F: 3 clusters Score -1.171209e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -11715945.000000 Penalty: 5762.066406
	Iteration 10Q: 3 clusters Score -1.171594e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -11718092.000000 Penalty: 5762.066406
	Iteration 11Q: 3 clusters Score -1.171809e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -11719157.000000 Penalty: 5762.066406
	Iteration 12Q: 3 clusters Score -1.171916e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -11719739.000000 Penalty: 5762.066406
	Iteration 13Q: 3 clusters Score -1.171974e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -11720164.000000 Penalty: 5762.066406
	Iteration 14Q: 3 clusters Score -1.172016e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -11720574.000000 Penalty: 5762.066406
	Iteration 15Q: 3 clusters Score -1.172057e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -11720982.000000 Penalty: 5762.066406
	Iteration 16Q: 3 clusters Score -1.172098e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -11721294.000000 Penalty: 5762.066406
	Iteration 17Q: 3 clusters Score -1.172129e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -11721749.000000 Penalty: 5762.066406
	Iteration 18Q: 3 clusters Score -1.172175e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -11722043.000000 Penalty: 5762.066406
	Iteration 19Q: 3 clusters Score -1.172204e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101491 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -11722438.000000 Penalty: 5762.066406
	Iteration 20F: 3 clusters Score -1.172244e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -11722755.000000 Penalty: 5762.066406
	Iteration 21Q: 3 clusters Score -1.172276e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -11723096.000000 Penalty: 5762.066406
	Iteration 22Q: 3 clusters Score -1.17231e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -11723347.000000 Penalty: 5762.066406
	Iteration 23Q: 3 clusters Score -1.172335e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -11723593.000000 Penalty: 5762.066406
	Iteration 24Q: 3 clusters Score -1.172359e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -11723836.000000 Penalty: 5762.066406
	Iteration 25Q: 3 clusters Score -1.172384e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -11724036.000000 Penalty: 5762.066406
	Iteration 26Q: 3 clusters Score -1.172404e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -11724277.000000 Penalty: 5762.066406
	Iteration 27Q: 3 clusters Score -1.172428e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106028 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -11724519.000000 Penalty: 5762.066406
	Iteration 28Q: 3 clusters Score -1.172452e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -11724666.000000 Penalty: 5762.066406
	Iteration 29Q: 3 clusters Score -1.172467e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -11724777.000000 Penalty: 5762.066406
	Iteration 30Q: 3 clusters Score -1.172478e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -11724908.000000 Penalty: 5762.066406
	Iteration 31Q: 3 clusters Score -1.172491e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -11725048.000000 Penalty: 5762.066406
	Iteration 32Q: 3 clusters Score -1.172505e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -11725184.000000 Penalty: 5762.066406
	Iteration 33Q: 3 clusters Score -1.172518e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107778 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -11725276.000000 Penalty: 5762.066406
	Iteration 34Q: 3 clusters Score -1.172528e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11725361.000000 Penalty: 5762.066406
	Iteration 35Q: 3 clusters Score -1.172536e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -11725420.000000 Penalty: 5762.066406
	Iteration 36Q: 3 clusters Score -1.172542e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -11725513.000000 Penalty: 5762.066406
	Iteration 37Q: 3 clusters Score -1.172551e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11725622.000000 Penalty: 5762.066406
	Iteration 38Q: 3 clusters Score -1.172562e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -11725684.000000 Penalty: 5762.066406
	Iteration 39Q: 3 clusters Score -1.172568e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -11725758.000000 Penalty: 5762.066406
	Iteration 40F: 3 clusters Score -1.172576e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11725770.000000 Penalty: 5762.066406
	Iteration 41Q: 3 clusters Score -1.172577e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11725836.000000 Penalty: 5762.066406
	Iteration 42Q: 3 clusters Score -1.172584e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109073 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -11725891.000000 Penalty: 5762.066406
	Iteration 43Q: 3 clusters Score -1.172589e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11725918.000000 Penalty: 5762.066406
	Iteration 44Q: 3 clusters Score -1.172592e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11725959.000000 Penalty: 5762.066406
	Iteration 45Q: 3 clusters Score -1.172596e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -11725960.000000 Penalty: 5762.066406
	Iteration 46Q: 3 clusters Score -1.172596e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11725964.000000 Penalty: 5762.066406
	Iteration 47Q: 3 clusters Score -1.172596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11725981.000000 Penalty: 5762.066406
	Iteration 48Q: 3 clusters Score -1.172598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11726019.000000 Penalty: 5762.066406
	Iteration 49Q: 3 clusters Score -1.172602e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11726082.000000 Penalty: 5762.066406
	Iteration 50Q: 3 clusters Score -1.172608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11726105.000000 Penalty: 5762.066406
	Iteration 51Q: 3 clusters Score -1.17261e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109610 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11726112.000000 Penalty: 5762.066406
	Iteration 52Q: 3 clusters Score -1.172611e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11726111.000000 Penalty: 5762.066406
	Iteration 53Q: 3 clusters Score -1.172611e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109678 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11726144.000000 Penalty: 5762.066406
	Iteration 54Q: 3 clusters Score -1.172614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109706 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11726167.000000 Penalty: 5762.066406
	Iteration 55Q: 3 clusters Score -1.172617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11726196.000000 Penalty: 5762.066406
	Iteration 56Q: 3 clusters Score -1.17262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11726202.000000 Penalty: 5762.066406
	Iteration 57Q: 3 clusters Score -1.17262e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -11726192.000000 Penalty: 5762.066406
	Iteration 58Q: 3 clusters Score -1.172619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11726212.000000 Penalty: 5762.066406
	Iteration 59Q: 3 clusters Score -1.172621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109826 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11726225.000000 Penalty: 5762.066406
	Iteration 60F: 3 clusters Score -1.172622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11726205.000000 Penalty: 5762.066406
	Iteration 61Q: 3 clusters Score -1.17262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109847 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11726200.000000 Penalty: 5762.066406
	Iteration 62Q: 3 clusters Score -1.17262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11726212.000000 Penalty: 5762.066406
	Iteration 63Q: 3 clusters Score -1.172621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11726221.000000 Penalty: 5762.066406
	Iteration 64Q: 3 clusters Score -1.172622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11726237.000000 Penalty: 5762.066406
	Iteration 65Q: 3 clusters Score -1.172624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11726232.000000 Penalty: 5762.066406
	Iteration 66Q: 3 clusters Score -1.172623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11726233.000000 Penalty: 5762.066406
	Iteration 67Q: 3 clusters Score -1.172623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11726232.000000 Penalty: 5762.066406
	Iteration 68Q: 3 clusters Score -1.172623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11726241.000000 Penalty: 5762.066406
	Iteration 69Q: 3 clusters Score -1.172624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11726233.000000 Penalty: 5762.066406
	Iteration 70Q: 3 clusters Score -1.172623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11726247.000000 Penalty: 5762.066406
	Iteration 71Q: 3 clusters Score -1.172625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11726236.000000 Penalty: 5762.066406
	Iteration 72Q: 3 clusters Score -1.172624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11726244.000000 Penalty: 5762.066406
	Iteration 73Q: 3 clusters Score -1.172624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11726243.000000 Penalty: 5762.066406
	Iteration 74Q: 3 clusters Score -1.172624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11726239.000000 Penalty: 5762.066406
	Iteration 75Q: 3 clusters Score -1.172624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11726233.000000 Penalty: 5762.066406
	Iteration 76Q: 3 clusters Score -1.172623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11726237.000000 Penalty: 5762.066406
	Iteration 77Q: 3 clusters Score -1.172624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11726240.000000 Penalty: 5762.066406
	Iteration 78Q: 3 clusters Score -1.172624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11726250.000000 Penalty: 5762.066406
	Iteration 79Q: 3 clusters Score -1.172625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11726250.000000 Penalty: 5762.066406
	Iteration 80F: 3 clusters Score -1.172625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109909 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11726240.000000 Penalty: 5762.066406
	Iteration 81Q: 3 clusters Score -1.172624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11726247.000000 Penalty: 5762.066406
	Iteration 82Q: 3 clusters Score -1.172625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11726247.000000 Penalty: 5762.066406
	Iteration 83Q: 3 clusters Score -1.172625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109917 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11726257.000000 Penalty: 5762.066406
	Iteration 84Q: 3 clusters Score -1.172626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11726257.000000 Penalty: 5762.066406
	Iteration 85Q: 3 clusters Score -1.172626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11726264.000000 Penalty: 5762.066406
	Iteration 86Q: 3 clusters Score -1.172626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11726278.000000 Penalty: 5762.066406
	Iteration 87Q: 3 clusters Score -1.172628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11726266.000000 Penalty: 5762.066406
	Iteration 88Q: 3 clusters Score -1.172627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11726272.000000 Penalty: 5762.066406
	Iteration 89Q: 3 clusters Score -1.172627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11726273.000000 Penalty: 5762.066406
	Iteration 90Q: 3 clusters Score -1.172627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11726267.000000 Penalty: 5762.066406
	Iteration 91Q: 3 clusters Score -1.172627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11726273.000000 Penalty: 5762.066406
	Iteration 92Q: 3 clusters Score -1.172627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11726287.000000 Penalty: 5762.066406
	Iteration 93Q: 3 clusters Score -1.172629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11726285.000000 Penalty: 5762.066406
	Iteration 94Q: 3 clusters Score -1.172628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11726276.000000 Penalty: 5762.066406
	Iteration 95Q: 3 clusters Score -1.172628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11726276.000000 Penalty: 5762.066406
	Iteration 96F: 3 clusters Score -1.172628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -117915.257812 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -117915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -115701.156250 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -115701.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -116210.625000 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -116210.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -116428.093750 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -116428.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -116605.664062 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -116605.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -116808.726562 Penalty: 3603.653076
	Iteration 4F: 3 clusters Score -116808.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116946.492188 Penalty: 3603.653076
	Iteration 5F: 3 clusters Score -116946.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -117016.726562 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -117016.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -117067.773438 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -117067.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -117123.281250 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -117123.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -117160.375000 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -117160.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -117182.515625 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -117182.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -117193.476562 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -117193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -117200.804688 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -117200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -117206.437500 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -117206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -117207.804688 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -117207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -117209.109375 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -117209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -117209.632812 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -117209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -117211.882812 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -117211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -117211.882812 Penalty: 3603.653076
	Iteration 18F: 3 clusters Score -117211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -201546.750000 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -201546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -198564.453125 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -198564.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -199134.703125 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -199134.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199297.171875 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -199297.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -199412.875000 Penalty: 3901.133301
	Iteration 3F: 3 clusters Score -199412.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -199495.359375 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -199495.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -199570.890625 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -199570.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -199650.500000 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -199650.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -199708.984375 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -199709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199754.875000 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -199754.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -199795.078125 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -199795.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -199846.609375 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -199846.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -199895.562500 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -199895.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -199952.296875 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -199952.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -200004.484375 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -200004.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -200051.734375 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -200051.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -200097.156250 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -200097.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -200134.343750 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -200134.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -200164.234375 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -200164.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -200189.125000 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -200189.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -200205.750000 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -200205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -200210.359375 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -200210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -200214.921875 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -200214.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -200221.187500 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -200221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200223.906250 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -200223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -200227.796875 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -200227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -200230.359375 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -200230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200232.187500 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -200232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200235.203125 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -200235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -200235.984375 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -200236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -200235.984375 Penalty: 3901.133301
	Iteration 29F: 3 clusters Score -200236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -1025121.437500 Penalty: 2352.847900
	Iteration 0F: 2 clusters Score -1025121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1015496.250000 Penalty: 4705.695801
	Iteration 0F: 3 clusters Score -1015496 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1018649.000000 Penalty: 4705.695801
	Iteration 1F: 3 clusters Score -1018649 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1019352.875000 Penalty: 4705.695801
	Iteration 2F: 3 clusters Score -1019353 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1019997.625000 Penalty: 4705.695801
	Iteration 3F: 3 clusters Score -1019998 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1020578.125000 Penalty: 4705.695801
	Iteration 4F: 3 clusters Score -1020578 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1021069.562500 Penalty: 4705.695801
	Iteration 5F: 3 clusters Score -1021070 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1021594.812500 Penalty: 4705.695801
	Iteration 6F: 3 clusters Score -1021595 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1022153.250000 Penalty: 4705.695801
	Iteration 7F: 3 clusters Score -1022153 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1022699.562500 Penalty: 4705.695801
	Iteration 8Q: 3 clusters Score -1022700 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1023148.812500 Penalty: 4705.695801
	Iteration 9Q: 3 clusters Score -1023149 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1023499.562500 Penalty: 4705.695801
	Iteration 10Q: 3 clusters Score -1023500 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1023769.500000 Penalty: 4705.695801
	Iteration 11Q: 3 clusters Score -1023770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1023931.062500 Penalty: 4705.695801
	Iteration 12Q: 3 clusters Score -1023931 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1024034.500000 Penalty: 4705.695801
	Iteration 13Q: 3 clusters Score -1024034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1024106.375000 Penalty: 4705.695801
	Iteration 14Q: 3 clusters Score -1024106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1024147.625000 Penalty: 4705.695801
	Iteration 15Q: 3 clusters Score -1024148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1024183.812500 Penalty: 4705.695801
	Iteration 16Q: 3 clusters Score -1024184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1024201.312500 Penalty: 4705.695801
	Iteration 17Q: 3 clusters Score -1024201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1024211.500000 Penalty: 4705.695801
	Iteration 18Q: 3 clusters Score -1024212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1024213.750000 Penalty: 4705.695801
	Iteration 19Q: 3 clusters Score -1024214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1024217.437500 Penalty: 4705.695801
	Iteration 20F: 3 clusters Score -1024217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1024224.437500 Penalty: 4705.695801
	Iteration 21Q: 3 clusters Score -1024224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1024228.750000 Penalty: 4705.695801
	Iteration 22Q: 3 clusters Score -1024229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1024233.062500 Penalty: 4705.695801
	Iteration 23Q: 3 clusters Score -1024233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1024233.687500 Penalty: 4705.695801
	Iteration 24Q: 3 clusters Score -1024234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1024238.312500 Penalty: 4705.695801
	Iteration 25Q: 3 clusters Score -1024238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1024239.062500 Penalty: 4705.695801
	Iteration 26Q: 3 clusters Score -1024239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1024237.500000 Penalty: 4705.695801
	Iteration 27Q: 3 clusters Score -1024238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1024240.125000 Penalty: 4705.695801
	Iteration 28Q: 3 clusters Score -1024240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1024240.437500 Penalty: 4705.695801
	Iteration 29Q: 3 clusters Score -1024240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1024239.750000 Penalty: 4705.695801
	Iteration 30Q: 3 clusters Score -1024240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1024240.125000 Penalty: 4705.695801
	Iteration 31Q: 3 clusters Score -1024240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1024240.125000 Penalty: 4705.695801
	Iteration 32F: 3 clusters Score -1024240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -390668.218750 Penalty: 2110.621826
	Iteration 0F: 2 clusters Score -390668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -386173.125000 Penalty: 4221.243652
	Iteration 0F: 3 clusters Score -386173.1 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -387259.156250 Penalty: 4221.243652
	Iteration 1F: 3 clusters Score -387259.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -387476.031250 Penalty: 4221.243652
	Iteration 2F: 3 clusters Score -387476 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -387592.750000 Penalty: 4221.243652
	Iteration 3F: 3 clusters Score -387592.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -387686.937500 Penalty: 4221.243652
	Iteration 4Q: 3 clusters Score -387686.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -387764.968750 Penalty: 4221.243652
	Iteration 5Q: 3 clusters Score -387765 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -387834.781250 Penalty: 4221.243652
	Iteration 6Q: 3 clusters Score -387834.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -387898.750000 Penalty: 4221.243652
	Iteration 7Q: 3 clusters Score -387898.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -387958.875000 Penalty: 4221.243652
	Iteration 8Q: 3 clusters Score -387958.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -388002.656250 Penalty: 4221.243652
	Iteration 9Q: 3 clusters Score -388002.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -388035.781250 Penalty: 4221.243652
	Iteration 10Q: 3 clusters Score -388035.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -388064.000000 Penalty: 4221.243652
	Iteration 11Q: 3 clusters Score -388064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -388085.718750 Penalty: 4221.243652
	Iteration 12Q: 3 clusters Score -388085.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -388112.218750 Penalty: 4221.243652
	Iteration 13Q: 3 clusters Score -388112.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -388137.750000 Penalty: 4221.243652
	Iteration 14Q: 3 clusters Score -388137.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -388161.343750 Penalty: 4221.243652
	Iteration 15Q: 3 clusters Score -388161.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -388186.250000 Penalty: 4221.243652
	Iteration 16Q: 3 clusters Score -388186.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -388205.125000 Penalty: 4221.243652
	Iteration 17Q: 3 clusters Score -388205.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -388223.875000 Penalty: 4221.243652
	Iteration 18Q: 3 clusters Score -388223.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -388236.562500 Penalty: 4221.243652
	Iteration 19Q: 3 clusters Score -388236.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -388248.687500 Penalty: 4221.243652
	Iteration 20F: 3 clusters Score -388248.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -388260.750000 Penalty: 4221.243652
	Iteration 21Q: 3 clusters Score -388260.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -388271.843750 Penalty: 4221.243652
	Iteration 22Q: 3 clusters Score -388271.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -388288.781250 Penalty: 4221.243652
	Iteration 23Q: 3 clusters Score -388288.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -388305.468750 Penalty: 4221.243652
	Iteration 24Q: 3 clusters Score -388305.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -388316.343750 Penalty: 4221.243652
	Iteration 25Q: 3 clusters Score -388316.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -388328.843750 Penalty: 4221.243652
	Iteration 26Q: 3 clusters Score -388328.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -388340.125000 Penalty: 4221.243652
	Iteration 27Q: 3 clusters Score -388340.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -388352.156250 Penalty: 4221.243652
	Iteration 28Q: 3 clusters Score -388352.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -388369.875000 Penalty: 4221.243652
	Iteration 29Q: 3 clusters Score -388369.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -388383.812500 Penalty: 4221.243652
	Iteration 30Q: 3 clusters Score -388383.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -388394.531250 Penalty: 4221.243652
	Iteration 31Q: 3 clusters Score -388394.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -388403.625000 Penalty: 4221.243652
	Iteration 32Q: 3 clusters Score -388403.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -388410.468750 Penalty: 4221.243652
	Iteration 33Q: 3 clusters Score -388410.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -388420.406250 Penalty: 4221.243652
	Iteration 34Q: 3 clusters Score -388420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -388427.562500 Penalty: 4221.243652
	Iteration 35Q: 3 clusters Score -388427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -388432.937500 Penalty: 4221.243652
	Iteration 36Q: 3 clusters Score -388432.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -388437.875000 Penalty: 4221.243652
	Iteration 37Q: 3 clusters Score -388437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -388443.531250 Penalty: 4221.243652
	Iteration 38Q: 3 clusters Score -388443.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -388451.343750 Penalty: 4221.243652
	Iteration 39Q: 3 clusters Score -388451.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -388457.687500 Penalty: 4221.243652
	Iteration 40F: 3 clusters Score -388457.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -388461.187500 Penalty: 4221.243652
	Iteration 41Q: 3 clusters Score -388461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -388466.000000 Penalty: 4221.243652
	Iteration 42Q: 3 clusters Score -388466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -388469.687500 Penalty: 4221.243652
	Iteration 43Q: 3 clusters Score -388469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -388474.750000 Penalty: 4221.243652
	Iteration 44Q: 3 clusters Score -388474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -388478.781250 Penalty: 4221.243652
	Iteration 45Q: 3 clusters Score -388478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -388486.187500 Penalty: 4221.243652
	Iteration 46Q: 3 clusters Score -388486.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -388492.531250 Penalty: 4221.243652
	Iteration 47Q: 3 clusters Score -388492.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -388506.562500 Penalty: 4221.243652
	Iteration 48Q: 3 clusters Score -388506.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -388522.281250 Penalty: 4221.243652
	Iteration 49Q: 3 clusters Score -388522.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -388536.468750 Penalty: 4221.243652
	Iteration 50Q: 3 clusters Score -388536.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -388545.468750 Penalty: 4221.243652
	Iteration 51Q: 3 clusters Score -388545.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -388554.593750 Penalty: 4221.243652
	Iteration 52Q: 3 clusters Score -388554.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -388565.250000 Penalty: 4221.243652
	Iteration 53Q: 3 clusters Score -388565.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -388575.468750 Penalty: 4221.243652
	Iteration 54Q: 3 clusters Score -388575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -388582.843750 Penalty: 4221.243652
	Iteration 55Q: 3 clusters Score -388582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -388590.375000 Penalty: 4221.243652
	Iteration 56Q: 3 clusters Score -388590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -388593.156250 Penalty: 4221.243652
	Iteration 57Q: 3 clusters Score -388593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -388596.812500 Penalty: 4221.243652
	Iteration 58Q: 3 clusters Score -388596.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -388601.500000 Penalty: 4221.243652
	Iteration 59Q: 3 clusters Score -388601.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -388605.187500 Penalty: 4221.243652
	Iteration 60F: 3 clusters Score -388605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -388608.750000 Penalty: 4221.243652
	Iteration 61Q: 3 clusters Score -388608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -388613.781250 Penalty: 4221.243652
	Iteration 62Q: 3 clusters Score -388613.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -388620.031250 Penalty: 4221.243652
	Iteration 63Q: 3 clusters Score -388620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -388625.156250 Penalty: 4221.243652
	Iteration 64Q: 3 clusters Score -388625.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -388627.968750 Penalty: 4221.243652
	Iteration 65Q: 3 clusters Score -388628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -388630.500000 Penalty: 4221.243652
	Iteration 66Q: 3 clusters Score -388630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -388630.687500 Penalty: 4221.243652
	Iteration 67Q: 3 clusters Score -388630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -388631.343750 Penalty: 4221.243652
	Iteration 68Q: 3 clusters Score -388631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -388631.343750 Penalty: 4221.243652
	Iteration 69F: 3 clusters Score -388631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -363266.750000 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -363266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -359529.437500 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -359529.4 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -360410.593750 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -360410.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -360680.750000 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -360680.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -360845.968750 Penalty: 4073.971680
	Iteration 3F: 3 clusters Score -360846 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -360988.500000 Penalty: 4073.971680
	Iteration 4Q: 3 clusters Score -360988.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -361110.437500 Penalty: 4073.971680
	Iteration 5Q: 3 clusters Score -361110.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -361224.687500 Penalty: 4073.971680
	Iteration 6Q: 3 clusters Score -361224.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -361309.062500 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -361309.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -361380.625000 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -361380.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361430.250000 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -361430.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -361469.750000 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -361469.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -361513.406250 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -361513.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -361558.562500 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -361558.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -361594.250000 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -361594.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -361616.125000 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -361616.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -361637.187500 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -361637.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -361662.093750 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -361662.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -361688.468750 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -361688.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -361710.156250 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -361710.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -361726.468750 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -361726.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -361741.062500 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -361741.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -361756.125000 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -361756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -361763.593750 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -361763.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -361769.687500 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -361769.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -361774.906250 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -361774.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -361779.781250 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -361779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -361785.656250 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -361785.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -361797.375000 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -361797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361806.843750 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -361806.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -361817.625000 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -361817.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -361831.281250 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -361831.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -361841.781250 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -361841.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -361851.968750 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -361852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -361858.468750 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -361858.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -361865.593750 Penalty: 4073.971680
	Iteration 34Q: 3 clusters Score -361865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -361874.375000 Penalty: 4073.971680
	Iteration 35Q: 3 clusters Score -361874.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -361881.125000 Penalty: 4073.971680
	Iteration 36Q: 3 clusters Score -361881.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -361887.593750 Penalty: 4073.971680
	Iteration 37Q: 3 clusters Score -361887.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -361896.593750 Penalty: 4073.971680
	Iteration 38Q: 3 clusters Score -361896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -361900.156250 Penalty: 4073.971680
	Iteration 39Q: 3 clusters Score -361900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -361903.656250 Penalty: 4073.971680
	Iteration 40F: 3 clusters Score -361903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -361906.750000 Penalty: 4073.971680
	Iteration 41Q: 3 clusters Score -361906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -361908.656250 Penalty: 4073.971680
	Iteration 42Q: 3 clusters Score -361908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -361908.781250 Penalty: 4073.971680
	Iteration 43Q: 3 clusters Score -361908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -361908.781250 Penalty: 4073.971680
	Iteration 44F: 3 clusters Score -361908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -97340.039062 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -97340.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -95382.539062 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -95382.54 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -95740.656250 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -95740.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -95833.343750 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -95833.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95906.296875 Penalty: 3454.679688
	Iteration 3Q: 3 clusters Score -95906.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95969.906250 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -95969.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96039.882812 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -96039.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -96101.132812 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -96101.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -96145.859375 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -96145.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96191.609375 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -96191.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -96230.718750 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -96230.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -96285.585938 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -96285.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96338.281250 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -96338.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96387.054688 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -96387.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96420.757812 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -96420.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96442.234375 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -96442.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -96462.085938 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -96462.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -96472.968750 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -96472.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96485.507812 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -96485.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96500.734375 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -96500.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -96502.875000 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -96502.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96504.726562 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -96504.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -96506.843750 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -96506.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -96507.304688 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -96507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -96507.914062 Penalty: 3454.679688
	Iteration 23Q: 3 clusters Score -96507.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96508.226562 Penalty: 3454.679688
	Iteration 24Q: 3 clusters Score -96508.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96508.226562 Penalty: 3454.679688
	Iteration 25F: 3 clusters Score -96508.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (22355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Entering Unmasked Estep 
Score: -1648543.250000 Penalty: 2483.671631
	Iteration 0F: 2 clusters Score -1648543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1632900.500000 Penalty: 4967.343262
	Iteration 0F: 3 clusters Score -1632900 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1638441.750000 Penalty: 4967.343262
	Iteration 1F: 3 clusters Score -1638442 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1639019.375000 Penalty: 4967.343262
	Iteration 2F: 3 clusters Score -1639019 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1639605.625000 Penalty: 4967.343262
	Iteration 3F: 3 clusters Score -1639606 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1640269.625000 Penalty: 4967.343262
	Iteration 4F: 3 clusters Score -1640270 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1641008.375000 Penalty: 4967.343262
	Iteration 5F: 3 clusters Score -1641008 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1641842.875000 Penalty: 4967.343262
	Iteration 6F: 3 clusters Score -1641843 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1642746.125000 Penalty: 4967.343262
	Iteration 7F: 3 clusters Score -1642746 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1643564.125000 Penalty: 4967.343262
	Iteration 8F: 3 clusters Score -1643564 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1644271.750000 Penalty: 4967.343262
	Iteration 9Q: 3 clusters Score -1644272 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1644855.250000 Penalty: 4967.343262
	Iteration 10Q: 3 clusters Score -1644855 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1645351.125000 Penalty: 4967.343262
	Iteration 11Q: 3 clusters Score -1645351 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1645717.875000 Penalty: 4967.343262
	Iteration 12Q: 3 clusters Score -1645718 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1645973.250000 Penalty: 4967.343262
	Iteration 13Q: 3 clusters Score -1645973 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1646168.750000 Penalty: 4967.343262
	Iteration 14Q: 3 clusters Score -1646169 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1646300.625000 Penalty: 4967.343262
	Iteration 15Q: 3 clusters Score -1646301 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1646432.375000 Penalty: 4967.343262
	Iteration 16Q: 3 clusters Score -1646432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1646520.625000 Penalty: 4967.343262
	Iteration 17Q: 3 clusters Score -1646521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1646597.750000 Penalty: 4967.343262
	Iteration 18Q: 3 clusters Score -1646598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1646670.250000 Penalty: 4967.343262
	Iteration 19Q: 3 clusters Score -1646670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1646733.375000 Penalty: 4967.343262
	Iteration 20F: 3 clusters Score -1646733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1646778.000000 Penalty: 4967.343262
	Iteration 21Q: 3 clusters Score -1646778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1646804.750000 Penalty: 4967.343262
	Iteration 22Q: 3 clusters Score -1646805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1646827.125000 Penalty: 4967.343262
	Iteration 23Q: 3 clusters Score -1646827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1646852.125000 Penalty: 4967.343262
	Iteration 24Q: 3 clusters Score -1646852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1646877.250000 Penalty: 4967.343262
	Iteration 25Q: 3 clusters Score -1646877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1646895.375000 Penalty: 4967.343262
	Iteration 26Q: 3 clusters Score -1646895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1646909.750000 Penalty: 4967.343262
	Iteration 27Q: 3 clusters Score -1646910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1646933.250000 Penalty: 4967.343262
	Iteration 28Q: 3 clusters Score -1646933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1646949.625000 Penalty: 4967.343262
	Iteration 29Q: 3 clusters Score -1646950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1646955.125000 Penalty: 4967.343262
	Iteration 30Q: 3 clusters Score -1646955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1646965.125000 Penalty: 4967.343262
	Iteration 31Q: 3 clusters Score -1646965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1646972.000000 Penalty: 4967.343262
	Iteration 32Q: 3 clusters Score -1646972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1646976.375000 Penalty: 4967.343262
	Iteration 33Q: 3 clusters Score -1646976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1646979.750000 Penalty: 4967.343262
	Iteration 34Q: 3 clusters Score -1646980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1646983.125000 Penalty: 4967.343262
	Iteration 35Q: 3 clusters Score -1646983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1646982.750000 Penalty: 4967.343262
	Iteration 36Q: 3 clusters Score -1646983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1646983.375000 Penalty: 4967.343262
	Iteration 37Q: 3 clusters Score -1646983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1646986.750000 Penalty: 4967.343262
	Iteration 38Q: 3 clusters Score -1646987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1646988.750000 Penalty: 4967.343262
	Iteration 39Q: 3 clusters Score -1646989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1646990.250000 Penalty: 4967.343262
	Iteration 40F: 3 clusters Score -1646990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1646991.125000 Penalty: 4967.343262
	Iteration 41Q: 3 clusters Score -1646991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1646992.125000 Penalty: 4967.343262
	Iteration 42Q: 3 clusters Score -1646992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1646992.750000 Penalty: 4967.343262
	Iteration 43Q: 3 clusters Score -1646993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1646992.750000 Penalty: 4967.343262
	Iteration 44F: 3 clusters Score -1646993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -237619.078125 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -237619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -234130.515625 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -234130.5 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -234843.984375 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -234844 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -235040.656250 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -235040.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -235169.359375 Penalty: 4008.564941
	Iteration 3F: 3 clusters Score -235169.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -235250.171875 Penalty: 4008.564941
	Iteration 4Q: 3 clusters Score -235250.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -235301.312500 Penalty: 4008.564941
	Iteration 5Q: 3 clusters Score -235301.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -235371.796875 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -235371.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -235443.359375 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -235443.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -235495.328125 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -235495.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -235519.562500 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -235519.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -235539.796875 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -235539.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -235560.312500 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -235560.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -235573.671875 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -235573.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -235585.140625 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -235585.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -235597.968750 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -235598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -235611.484375 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -235611.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -235619.234375 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -235619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -235627.156250 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -235627.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -235635.437500 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -235635.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -235642.734375 Penalty: 4008.564941
	Iteration 19Q: 3 clusters Score -235642.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -235648.687500 Penalty: 4008.564941
	Iteration 20F: 3 clusters Score -235648.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -235651.421875 Penalty: 4008.564941
	Iteration 21Q: 3 clusters Score -235651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -235654.015625 Penalty: 4008.564941
	Iteration 22Q: 3 clusters Score -235654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -235656.578125 Penalty: 4008.564941
	Iteration 23Q: 3 clusters Score -235656.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -235660.406250 Penalty: 4008.564941
	Iteration 24Q: 3 clusters Score -235660.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -235663.156250 Penalty: 4008.564941
	Iteration 25Q: 3 clusters Score -235663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -235665.203125 Penalty: 4008.564941
	Iteration 26Q: 3 clusters Score -235665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -235665.906250 Penalty: 4008.564941
	Iteration 27Q: 3 clusters Score -235665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -235666.906250 Penalty: 4008.564941
	Iteration 28Q: 3 clusters Score -235666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -235668.406250 Penalty: 4008.564941
	Iteration 29Q: 3 clusters Score -235668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -235669.656250 Penalty: 4008.564941
	Iteration 30Q: 3 clusters Score -235669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -235670.921875 Penalty: 4008.564941
	Iteration 31Q: 3 clusters Score -235670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -235672.031250 Penalty: 4008.564941
	Iteration 32Q: 3 clusters Score -235672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -235673.500000 Penalty: 4008.564941
	Iteration 33Q: 3 clusters Score -235673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -235675.140625 Penalty: 4008.564941
	Iteration 34Q: 3 clusters Score -235675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -235676.687500 Penalty: 4008.564941
	Iteration 35Q: 3 clusters Score -235676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -235679.500000 Penalty: 4008.564941
	Iteration 36Q: 3 clusters Score -235679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -235684.140625 Penalty: 4008.564941
	Iteration 37Q: 3 clusters Score -235684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -235686.109375 Penalty: 4008.564941
	Iteration 38Q: 3 clusters Score -235686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -235687.546875 Penalty: 4008.564941
	Iteration 39Q: 3 clusters Score -235687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -235688.234375 Penalty: 4008.564941
	Iteration 40F: 3 clusters Score -235688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -235690.359375 Penalty: 4008.564941
	Iteration 41Q: 3 clusters Score -235690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -235691.359375 Penalty: 4008.564941
	Iteration 42Q: 3 clusters Score -235691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -235692.734375 Penalty: 4008.564941
	Iteration 43Q: 3 clusters Score -235692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -235693.578125 Penalty: 4008.564941
	Iteration 44Q: 3 clusters Score -235693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -235695.375000 Penalty: 4008.564941
	Iteration 45Q: 3 clusters Score -235695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -235696.343750 Penalty: 4008.564941
	Iteration 46Q: 3 clusters Score -235696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -235697.281250 Penalty: 4008.564941
	Iteration 47Q: 3 clusters Score -235697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -235699.375000 Penalty: 4008.564941
	Iteration 48Q: 3 clusters Score -235699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -235701.343750 Penalty: 4008.564941
	Iteration 49Q: 3 clusters Score -235701.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -235702.171875 Penalty: 4008.564941
	Iteration 50Q: 3 clusters Score -235702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -235704.156250 Penalty: 4008.564941
	Iteration 51Q: 3 clusters Score -235704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -235705.359375 Penalty: 4008.564941
	Iteration 52Q: 3 clusters Score -235705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -235705.375000 Penalty: 4008.564941
	Iteration 53Q: 3 clusters Score -235705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -235706.875000 Penalty: 4008.564941
	Iteration 54Q: 3 clusters Score -235706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -235707.078125 Penalty: 4008.564941
	Iteration 55Q: 3 clusters Score -235707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -235707.609375 Penalty: 4008.564941
	Iteration 56Q: 3 clusters Score -235707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -235707.843750 Penalty: 4008.564941
	Iteration 57Q: 3 clusters Score -235707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -235708.609375 Penalty: 4008.564941
	Iteration 58Q: 3 clusters Score -235708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -235709.437500 Penalty: 4008.564941
	Iteration 59Q: 3 clusters Score -235709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -235711.265625 Penalty: 4008.564941
	Iteration 60F: 3 clusters Score -235711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -235713.687500 Penalty: 4008.564941
	Iteration 61Q: 3 clusters Score -235713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -235715.265625 Penalty: 4008.564941
	Iteration 62Q: 3 clusters Score -235715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235717.703125 Penalty: 4008.564941
	Iteration 63Q: 3 clusters Score -235717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235719.062500 Penalty: 4008.564941
	Iteration 64Q: 3 clusters Score -235719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235719.437500 Penalty: 4008.564941
	Iteration 65Q: 3 clusters Score -235719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235719.437500 Penalty: 4008.564941
	Iteration 66F: 3 clusters Score -235719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -497225.593750 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -497225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -491442.250000 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -491442.2 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -493092.625000 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -493092.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -493573.218750 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -493573.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -494048.625000 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -494048.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -494465.843750 Penalty: 4395.089355
	Iteration 4F: 3 clusters Score -494465.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -494773.968750 Penalty: 4395.089355
	Iteration 5F: 3 clusters Score -494774 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -495010.406250 Penalty: 4395.089355
	Iteration 6Q: 3 clusters Score -495010.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -495171.906250 Penalty: 4395.089355
	Iteration 7Q: 3 clusters Score -495171.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -495298.406250 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -495298.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -495408.312500 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -495408.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -495497.781250 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -495497.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -495574.500000 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -495574.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -495627.687500 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -495627.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -495667.406250 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -495667.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -495705.593750 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -495705.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -495752.968750 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -495753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -495789.125000 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -495789.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -495814.968750 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -495815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -495835.843750 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -495835.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -495857.375000 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -495857.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -495875.718750 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -495875.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -495898.031250 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -495898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -495917.937500 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -495917.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -495939.531250 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -495939.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -495955.281250 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -495955.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -495967.968750 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -495968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -495985.531250 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -495985.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -496006.500000 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -496006.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -496030.937500 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -496030.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -496061.187500 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -496061.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -496095.312500 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -496095.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -496126.250000 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -496126.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -496157.312500 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -496157.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -496181.593750 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -496181.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -496195.656250 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -496195.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -496208.125000 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -496208.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -496221.750000 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -496221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -496230.156250 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -496230.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -496243.031250 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -496243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -496259.156250 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -496259.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -496268.875000 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -496268.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -496284.468750 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -496284.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -496296.187500 Penalty: 4395.089355
	Iteration 42Q: 3 clusters Score -496296.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -496305.093750 Penalty: 4395.089355
	Iteration 43Q: 3 clusters Score -496305.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -496309.125000 Penalty: 4395.089355
	Iteration 44Q: 3 clusters Score -496309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -496312.531250 Penalty: 4395.089355
	Iteration 45Q: 3 clusters Score -496312.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -496316.843750 Penalty: 4395.089355
	Iteration 46Q: 3 clusters Score -496316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -496320.312500 Penalty: 4395.089355
	Iteration 47Q: 3 clusters Score -496320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -496322.687500 Penalty: 4395.089355
	Iteration 48Q: 3 clusters Score -496322.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -496323.406250 Penalty: 4395.089355
	Iteration 49Q: 3 clusters Score -496323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -496324.093750 Penalty: 4395.089355
	Iteration 50Q: 3 clusters Score -496324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -496325.531250 Penalty: 4395.089355
	Iteration 51Q: 3 clusters Score -496325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -496325.750000 Penalty: 4395.089355
	Iteration 52Q: 3 clusters Score -496325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -496325.750000 Penalty: 4395.089355
	Iteration 53F: 3 clusters Score -496325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -716309.750000 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -716309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -710505.125000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -710505.1 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -711972.000000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -711972 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -712243.812500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -712243.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -712441.062500 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -712441.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -712599.250000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -712599.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -712768.562500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -712768.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -712944.125000 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -712944.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -713137.250000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -713137.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -713367.500000 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -713367.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -713598.437500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -713598.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -713857.750000 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -713857.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -714120.000000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -714120 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -714339.562500 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -714339.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -714490.125000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -714490.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -714583.937500 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -714583.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -714671.250000 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -714671.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -714736.312500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -714736.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -714772.687500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -714772.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -714795.375000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -714795.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -714812.375000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -714812.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -714827.062500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -714827.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -714837.187500 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -714837.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -714845.625000 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -714845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -714851.937500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -714851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -714855.500000 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -714855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -714861.312500 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -714861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -714867.687500 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -714867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -714868.000000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -714868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -714870.562500 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -714870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -714871.875000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -714871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -714874.437500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -714874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -714874.437500 Penalty: 4399.988281
	Iteration 31F: 3 clusters Score -714874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -538609.750000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -538609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -533734.312500 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -533734.3 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -534887.625000 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -534887.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -535116.687500 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -535116.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -535270.437500 Penalty: 4285.060059
	Iteration 3F: 3 clusters Score -535270.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -535391.875000 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -535391.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -535493.125000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -535493.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -535581.437500 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -535581.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -535665.875000 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -535665.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -535732.437500 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -535732.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -535794.812500 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -535794.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -535851.500000 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -535851.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -535902.812500 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -535902.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -535954.125000 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -535954.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -536005.625000 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -536005.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -536052.312500 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -536052.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -536108.125000 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -536108.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -536175.937500 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -536175.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -536247.125000 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -536247.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -536301.500000 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -536301.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -536352.000000 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -536352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -536399.750000 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -536399.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -536440.125000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -536440.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -536475.500000 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -536475.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -536510.562500 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -536510.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -536541.375000 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -536541.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -536578.125000 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -536578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -536609.750000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -536609.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -536639.875000 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -536639.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -536659.625000 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -536659.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -536679.250000 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -536679.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -536698.625000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -536698.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -536720.750000 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -536720.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -536738.500000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -536738.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -536760.500000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -536760.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -536777.937500 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -536777.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -536791.125000 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -536791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -536798.750000 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -536798.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -536805.250000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -536805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -536812.250000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -536812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -536814.937500 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -536814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -536817.625000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -536817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -536819.187500 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -536819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -536822.937500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -536822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -536825.562500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -536825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -536828.812500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -536828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -536832.250000 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -536832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -536835.312500 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -536835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -536836.750000 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -536836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -536836.750000 Penalty: 4285.060059
	Iteration 48F: 3 clusters Score -536836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111386 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74299 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128658 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110976 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13191 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816352.000000 Penalty: 242702.312500
Iteration 199Q: 69 clusters Score -1.508164e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163449 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51751 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111386 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27088 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14249 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74297 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128657 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107513 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110977 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816368.000000 Penalty: 242702.312500
Iteration 200F: 69 clusters Score -1.508164e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111385 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142904 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27087 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74296 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107515 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110980 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816400.000000 Penalty: 242702.312500
Iteration 201Q: 69 clusters Score -1.508164e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111382 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142905 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18426 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74294 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120742 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107516 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110981 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 202Q: 69 clusters Score -1.508163e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111378 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
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Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27090 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11984 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18425 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74294 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120743 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107519 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110985 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 203Q: 69 clusters Score -1.508163e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111376 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142900 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27090 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11983 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18425 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74292 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120744 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107520 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 110990 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 204Q: 69 clusters Score -1.508163e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111366 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142899 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27090 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11982 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18425 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74291 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120745 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107520 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111002 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 205Q: 69 clusters Score -1.508163e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111361 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142900 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27090 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11981 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18425 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74288 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120746 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107521 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111008 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 206Q: 69 clusters Score -1.508163e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111359 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142900 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27089 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11980 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18423 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74290 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11995 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120747 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107521 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111011 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816336.000000 Penalty: 242702.312500
Iteration 207Q: 69 clusters Score -1.508163e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111358 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142903 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27086 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11979 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18423 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74288 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120748 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107522 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111012 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 208Q: 69 clusters Score -1.508162e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111356 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142905 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27084 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18423 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74288 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107523 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111013 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 209Q: 69 clusters Score -1.508163e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111352 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142906 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27083 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18423 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74286 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107525 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111017 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 210Q: 69 clusters Score -1.508163e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111347 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142905 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18423 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74285 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107525 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111025 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816336.000000 Penalty: 242702.312500
Iteration 211Q: 69 clusters Score -1.508163e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111344 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142905 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74283 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107524 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111031 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 212Q: 69 clusters Score -1.508163e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111341 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142908 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74279 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107522 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111037 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 213Q: 69 clusters Score -1.508163e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111339 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142910 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74278 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107520 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111040 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 214Q: 69 clusters Score -1.508163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111339 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142911 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74278 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107517 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111042 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 215Q: 69 clusters Score -1.508163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111338 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142912 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74276 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107516 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111045 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 216Q: 69 clusters Score -1.508163e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111335 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142912 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74277 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107515 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111048 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 217Q: 69 clusters Score -1.508163e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111331 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142913 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74278 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107514 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111050 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 218Q: 69 clusters Score -1.508163e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111328 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142913 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74279 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107514 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111052 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816320.000000 Penalty: 242702.312500
Iteration 219Q: 69 clusters Score -1.508163e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111326 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142913 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74279 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107514 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111054 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 220F: 69 clusters Score -1.508163e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111322 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142917 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111055 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 221Q: 69 clusters Score -1.508163e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111320 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142919 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111055 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 222Q: 69 clusters Score -1.508163e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111317 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142922 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111056 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 223Q: 69 clusters Score -1.508163e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111313 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142925 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111057 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 224Q: 69 clusters Score -1.508163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111308 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142928 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111058 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 225Q: 69 clusters Score -1.508163e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111304 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142931 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111059 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816304.000000 Penalty: 242702.312500
Iteration 226Q: 69 clusters Score -1.508163e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111301 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142933 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27082 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18424 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74281 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111059 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816320.000000 Penalty: 242702.312500
Iteration 227Q: 69 clusters Score -1.508163e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111302 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142934 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27081 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18423 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74281 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111059 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816352.000000 Penalty: 242702.312500
Iteration 228Q: 69 clusters Score -1.508164e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111301 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142935 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27080 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18422 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74282 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11996 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111060 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816368.000000 Penalty: 242702.312500
Iteration 229Q: 69 clusters Score -1.508164e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111301 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142937 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27078 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18422 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74280 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11997 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111061 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816336.000000 Penalty: 242702.312500
Iteration 230Q: 69 clusters Score -1.508163e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111303 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142939 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27075 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18422 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74278 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107513 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111061 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 231Q: 69 clusters Score -1.508163e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111301 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142939 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27075 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18421 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74279 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816288.000000 Penalty: 242702.312500
Iteration 232Q: 69 clusters Score -1.508163e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111298 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142940 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27077 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18422 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74276 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111067 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 233Q: 69 clusters Score -1.508163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111297 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142942 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27078 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18422 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74276 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816272.000000 Penalty: 242702.312500
Iteration 234Q: 69 clusters Score -1.508163e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142943 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27079 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18422 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74274 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107510 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111064 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 235Q: 69 clusters Score -1.508162e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111298 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142945 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27080 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18421 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107510 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 236Q: 69 clusters Score -1.508162e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27078 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74271 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111066 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 237Q: 69 clusters Score -1.508162e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111298 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27075 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111068 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 238Q: 69 clusters Score -1.508163e+08 nChanged 2
Entering ConstructFrom: 
Score: -150816256.000000 Penalty: 242702.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -179710.546875 Penalty: 1966.958618
	Iteration 0F: 2 clusters Score -179710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -176620.593750 Penalty: 3933.917236
	Iteration 0F: 3 clusters Score -176620.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -177346.406250 Penalty: 3933.917236
	Iteration 1F: 3 clusters Score -177346.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -177541.343750 Penalty: 3933.917236
	Iteration 2F: 3 clusters Score -177541.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -177702.750000 Penalty: 3933.917236
	Iteration 3F: 3 clusters Score -177702.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -177915.140625 Penalty: 3933.917236
	Iteration 4F: 3 clusters Score -177915.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -178188.406250 Penalty: 3933.917236
	Iteration 5F: 3 clusters Score -178188.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -178453.734375 Penalty: 3933.917236
	Iteration 6F: 3 clusters Score -178453.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -178694.765625 Penalty: 3933.917236
	Iteration 7F: 3 clusters Score -178694.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -178880.187500 Penalty: 3933.917236
	Iteration 8Q: 3 clusters Score -178880.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -179054.984375 Penalty: 3933.917236
	Iteration 9Q: 3 clusters Score -179055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179193.578125 Penalty: 3933.917236
	Iteration 10Q: 3 clusters Score -179193.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -179269.484375 Penalty: 3933.917236
	Iteration 11Q: 3 clusters Score -179269.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -179305.328125 Penalty: 3933.917236
	Iteration 12Q: 3 clusters Score -179305.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -179334.296875 Penalty: 3933.917236
	Iteration 13Q: 3 clusters Score -179334.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -179359.546875 Penalty: 3933.917236
	Iteration 14Q: 3 clusters Score -179359.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -179388.203125 Penalty: 3933.917236
	Iteration 15Q: 3 clusters Score -179388.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -179424.734375 Penalty: 3933.917236
	Iteration 16Q: 3 clusters Score -179424.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -179469.140625 Penalty: 3933.917236
	Iteration 17Q: 3 clusters Score -179469.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179513.468750 Penalty: 3933.917236
	Iteration 18Q: 3 clusters Score -179513.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -179582.937500 Penalty: 3933.917236
	Iteration 19Q: 3 clusters Score -179582.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179657.343750 Penalty: 3933.917236
	Iteration 20F: 3 clusters Score -179657.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -179693.078125 Penalty: 3933.917236
	Iteration 21Q: 3 clusters Score -179693.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -179712.671875 Penalty: 3933.917236
	Iteration 22Q: 3 clusters Score -179712.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179733.281250 Penalty: 3933.917236
	Iteration 23Q: 3 clusters Score -179733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -179745.421875 Penalty: 3933.917236
	Iteration 24Q: 3 clusters Score -179745.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179756.562500 Penalty: 3933.917236
	Iteration 25Q: 3 clusters Score -179756.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179764.937500 Penalty: 3933.917236
	Iteration 26Q: 3 clusters Score -179764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -179768.562500 Penalty: 3933.917236
	Iteration 27Q: 3 clusters Score -179768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -179774.000000 Penalty: 3933.917236
	Iteration 28Q: 3 clusters Score -179774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179779.406250 Penalty: 3933.917236
	Iteration 29Q: 3 clusters Score -179779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -179782.250000 Penalty: 3933.917236
	Iteration 30Q: 3 clusters Score -179782.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -179787.859375 Penalty: 3933.917236
	Iteration 31Q: 3 clusters Score -179787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179793.171875 Penalty: 3933.917236
	Iteration 32Q: 3 clusters Score -179793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179797.750000 Penalty: 3933.917236
	Iteration 33Q: 3 clusters Score -179797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179799.546875 Penalty: 3933.917236
	Iteration 34Q: 3 clusters Score -179799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -179802.171875 Penalty: 3933.917236
	Iteration 35Q: 3 clusters Score -179802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -179804.859375 Penalty: 3933.917236
	Iteration 36Q: 3 clusters Score -179804.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -179807.656250 Penalty: 3933.917236
	Iteration 37Q: 3 clusters Score -179807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179810.703125 Penalty: 3933.917236
	Iteration 38Q: 3 clusters Score -179810.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -179818.406250 Penalty: 3933.917236
	Iteration 39Q: 3 clusters Score -179818.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -179826.312500 Penalty: 3933.917236
	Iteration 40F: 3 clusters Score -179826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -179829.031250 Penalty: 3933.917236
	Iteration 41Q: 3 clusters Score -179829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -179831.906250 Penalty: 3933.917236
	Iteration 42Q: 3 clusters Score -179831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -179833.078125 Penalty: 3933.917236
	Iteration 43Q: 3 clusters Score -179833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -179833.750000 Penalty: 3933.917236
	Iteration 44Q: 3 clusters Score -179833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179833.687500 Penalty: 3933.917236
	Iteration 45Q: 3 clusters Score -179833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179833.687500 Penalty: 3933.917236
	Iteration 46F: 3 clusters Score -179833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 863 members 
Entering Unmasked Estep 
Score: -150814352.000000 Penalty: 246271.468750
Splitting cluster 1 changes total score from -150816256.000000 to -150814352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -345113.406250 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -345113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -340970.000000 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -340970 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -341956.843750 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -341956.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -342224.000000 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -342224 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -342500.218750 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -342500.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -342783.031250 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -342783 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -343007.218750 Penalty: 4162.248535
	Iteration 5F: 3 clusters Score -343007.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -343189.343750 Penalty: 4162.248535
	Iteration 6F: 3 clusters Score -343189.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -343343.812500 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -343343.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -343480.593750 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -343480.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -343585.031250 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -343585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -343649.406250 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -343649.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -343695.656250 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -343695.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -343735.312500 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -343735.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -343764.468750 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -343764.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -343796.125000 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -343796.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -343814.718750 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -343814.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -343834.250000 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -343834.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -343849.281250 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -343849.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -343860.250000 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -343860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -343865.875000 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -343865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -343868.812500 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -343868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -343875.000000 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -343875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -343880.000000 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -343880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -343886.781250 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -343886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -343893.031250 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -343893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -343895.437500 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -343895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -343898.406250 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -343898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -343902.093750 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -343902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -343903.593750 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -343903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -343904.281250 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -343904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -343904.187500 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -343904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -343905.687500 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -343905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -343905.593750 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -343905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -343905.593750 Penalty: 4162.248535
	Iteration 33F: 3 clusters Score -343905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -464956.937500 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -464956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -459619.187500 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -459619.2 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -461104.531250 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -461104.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -461506.687500 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -461506.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -461843.906250 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -461843.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -462131.875000 Penalty: 4343.938965
	Iteration 4F: 3 clusters Score -462131.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -462420.218750 Penalty: 4343.938965
	Iteration 5F: 3 clusters Score -462420.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -462773.593750 Penalty: 4343.938965
	Iteration 6F: 3 clusters Score -462773.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -463296.375000 Penalty: 4343.938965
	Iteration 7F: 3 clusters Score -463296.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -463824.312500 Penalty: 4343.938965
	Iteration 8F: 3 clusters Score -463824.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -464171.593750 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -464171.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -464321.218750 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -464321.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -464380.312500 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -464380.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -464424.406250 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -464424.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -464445.843750 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -464445.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -464458.281250 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -464458.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -464465.500000 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -464465.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -464471.593750 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -464471.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -464480.625000 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -464480.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -464484.406250 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -464484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -464486.062500 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -464486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -464488.312500 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -464488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -464487.937500 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -464487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -464489.187500 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -464489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -464491.562500 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -464491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -464492.250000 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -464492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -464491.375000 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -464491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -464491.375000 Penalty: 4343.938965
	Iteration 26F: 3 clusters Score -464491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Entering Unmasked Estep 
Score: -5338975.000000 Penalty: 2753.140137
	Iteration 0F: 2 clusters Score -5338975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5294690.500000 Penalty: 5506.280273
	Iteration 0F: 3 clusters Score -5294690 nChanged 30871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5311742.000000 Penalty: 5506.280273
	Iteration 1F: 3 clusters Score -5311742 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -5312603.500000 Penalty: 5506.280273
	Iteration 2Q: 3 clusters Score -5312604 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -5313596.500000 Penalty: 5506.280273
	Iteration 3Q: 3 clusters Score -5313596 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5314933.000000 Penalty: 5506.280273
	Iteration 4Q: 3 clusters Score -5314933 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5316482.500000 Penalty: 5506.280273
	Iteration 5Q: 3 clusters Score -5316482 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5318345.500000 Penalty: 5506.280273
	Iteration 6F: 3 clusters Score -5318346 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5320295.500000 Penalty: 5506.280273
	Iteration 7F: 3 clusters Score -5320296 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5322208.500000 Penalty: 5506.280273
	Iteration 8F: 3 clusters Score -5322208 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5324026.000000 Penalty: 5506.280273
	Iteration 9Q: 3 clusters Score -5324026 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -5325757.500000 Penalty: 5506.280273
	Iteration 10Q: 3 clusters Score -5325758 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -5327555.500000 Penalty: 5506.280273
	Iteration 11Q: 3 clusters Score -5327556 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -5329401.500000 Penalty: 5506.280273
	Iteration 12Q: 3 clusters Score -5329402 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -5331214.500000 Penalty: 5506.280273
	Iteration 13Q: 3 clusters Score -5331214 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -5332709.000000 Penalty: 5506.280273
	Iteration 14Q: 3 clusters Score -5332709 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -5333759.000000 Penalty: 5506.280273
	Iteration 15Q: 3 clusters Score -5333759 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -5334519.000000 Penalty: 5506.280273
	Iteration 16Q: 3 clusters Score -5334519 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -5335033.500000 Penalty: 5506.280273
	Iteration 17Q: 3 clusters Score -5335034 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -5335432.500000 Penalty: 5506.280273
	Iteration 18Q: 3 clusters Score -5335432 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -5335668.000000 Penalty: 5506.280273
	Iteration 19Q: 3 clusters Score -5335668 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -5335858.500000 Penalty: 5506.280273
	Iteration 20F: 3 clusters Score -5335858 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -5336055.000000 Penalty: 5506.280273
	Iteration 21Q: 3 clusters Score -5336055 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -5336187.000000 Penalty: 5506.280273
	Iteration 22Q: 3 clusters Score -5336187 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -5336301.000000 Penalty: 5506.280273
	Iteration 23Q: 3 clusters Score -5336301 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -5336366.000000 Penalty: 5506.280273
	Iteration 24Q: 3 clusters Score -5336366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -5336419.000000 Penalty: 5506.280273
	Iteration 25Q: 3 clusters Score -5336419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -5336488.000000 Penalty: 5506.280273
	Iteration 26Q: 3 clusters Score -5336488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -5336538.000000 Penalty: 5506.280273
	Iteration 27Q: 3 clusters Score -5336538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -5336577.000000 Penalty: 5506.280273
	Iteration 28Q: 3 clusters Score -5336577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -5336614.500000 Penalty: 5506.280273
	Iteration 29Q: 3 clusters Score -5336614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -5336642.500000 Penalty: 5506.280273
	Iteration 30Q: 3 clusters Score -5336642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -5336675.500000 Penalty: 5506.280273
	Iteration 31Q: 3 clusters Score -5336676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -5336698.500000 Penalty: 5506.280273
	Iteration 32Q: 3 clusters Score -5336698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -5336715.000000 Penalty: 5506.280273
	Iteration 33Q: 3 clusters Score -5336715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -5336726.000000 Penalty: 5506.280273
	Iteration 34Q: 3 clusters Score -5336726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -5336732.500000 Penalty: 5506.280273
	Iteration 35Q: 3 clusters Score -5336732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -5336745.500000 Penalty: 5506.280273
	Iteration 36Q: 3 clusters Score -5336746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -5336753.500000 Penalty: 5506.280273
	Iteration 37Q: 3 clusters Score -5336754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -5336767.500000 Penalty: 5506.280273
	Iteration 38Q: 3 clusters Score -5336768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -5336764.500000 Penalty: 5506.280273
	Iteration 39Q: 3 clusters Score -5336764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -5336767.000000 Penalty: 5506.280273
	Iteration 40F: 3 clusters Score -5336767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -5336777.000000 Penalty: 5506.280273
	Iteration 41Q: 3 clusters Score -5336777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -5336774.500000 Penalty: 5506.280273
	Iteration 42Q: 3 clusters Score -5336774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -5336770.000000 Penalty: 5506.280273
	Iteration 43Q: 3 clusters Score -5336770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -5336770.000000 Penalty: 5506.280273
	Iteration 44Q: 3 clusters Score -5336770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -5336775.000000 Penalty: 5506.280273
	Iteration 45Q: 3 clusters Score -5336775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -5336779.000000 Penalty: 5506.280273
	Iteration 46Q: 3 clusters Score -5336779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -5336774.000000 Penalty: 5506.280273
	Iteration 47Q: 3 clusters Score -5336774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -5336774.000000 Penalty: 5506.280273
	Iteration 48F: 3 clusters Score -5336774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -219999.109375 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -219999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -216733.406250 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -216733.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217416.046875 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -217416 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -217591.234375 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -217591.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -217695.250000 Penalty: 3973.138428
	Iteration 3Q: 3 clusters Score -217695.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217766.375000 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -217766.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -217816.812500 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -217816.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -217858.046875 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -217858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -217901.578125 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -217901.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -217961.546875 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -217961.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218024.859375 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -218024.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -218100.000000 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -218100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -218164.812500 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -218164.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -218249.515625 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -218249.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -218319.250000 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -218319.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -218380.156250 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -218380.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -218422.359375 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -218422.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -218461.593750 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -218461.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -218498.578125 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -218498.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -218537.875000 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -218537.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -218573.843750 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -218573.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -218600.265625 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -218600.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -218627.265625 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -218627.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -218653.812500 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -218653.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -218675.781250 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -218675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -218696.281250 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -218696.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -218714.484375 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -218714.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -218731.234375 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -218731.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -218751.312500 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -218751.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -218764.296875 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -218764.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -218774.140625 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -218774.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -218788.859375 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -218788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -218807.531250 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -218807.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -218826.718750 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -218826.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -218858.859375 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -218858.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -218896.187500 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -218896.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -218926.359375 Penalty: 3973.138428
	Iteration 35Q: 3 clusters Score -218926.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -218949.437500 Penalty: 3973.138428
	Iteration 36Q: 3 clusters Score -218949.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -218963.953125 Penalty: 3973.138428
	Iteration 37Q: 3 clusters Score -218964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -218973.687500 Penalty: 3973.138428
	Iteration 38Q: 3 clusters Score -218973.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -218979.906250 Penalty: 3973.138428
	Iteration 39Q: 3 clusters Score -218979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -218986.437500 Penalty: 3973.138428
	Iteration 40F: 3 clusters Score -218986.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -218991.265625 Penalty: 3973.138428
	Iteration 41Q: 3 clusters Score -218991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -218995.859375 Penalty: 3973.138428
	Iteration 42Q: 3 clusters Score -218995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -218997.625000 Penalty: 3973.138428
	Iteration 43Q: 3 clusters Score -218997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -218999.484375 Penalty: 3973.138428
	Iteration 44Q: 3 clusters Score -218999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -219000.031250 Penalty: 3973.138428
	Iteration 45Q: 3 clusters Score -219000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -219000.031250 Penalty: 3973.138428
	Iteration 46F: 3 clusters Score -219000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Entering Unmasked Estep 
Score: -13461384.000000 Penalty: 2977.058594
	Iteration 0F: 2 clusters Score -1.346138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -13351477.000000 Penalty: 5954.117188
	Iteration 0F: 3 clusters Score -1.335148e+07 nChanged 78257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -13397286.000000 Penalty: 5954.117188
	Iteration 1F: 3 clusters Score -1.339729e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -13398411.000000 Penalty: 5954.117188
	Iteration 2Q: 3 clusters Score -1.339841e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -13400393.000000 Penalty: 5954.117188
	Iteration 3Q: 3 clusters Score -1.340039e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -13403442.000000 Penalty: 5954.117188
	Iteration 4Q: 3 clusters Score -1.340344e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 70604 members 
Entering Unmasked Estep 
Score: -13408081.000000 Penalty: 5954.117188
	Iteration 5F: 3 clusters Score -1.340808e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -13414488.000000 Penalty: 5954.117188
	Iteration 6F: 3 clusters Score -1.341449e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -13421445.000000 Penalty: 5954.117188
	Iteration 7F: 3 clusters Score -1.342144e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -13427335.000000 Penalty: 5954.117188
	Iteration 8F: 3 clusters Score -1.342734e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117181 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -13431755.000000 Penalty: 5954.117188
	Iteration 9F: 3 clusters Score -1.343176e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123425 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -13435190.000000 Penalty: 5954.117188
	Iteration 10Q: 3 clusters Score -1.343519e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129715 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -13438488.000000 Penalty: 5954.117188
	Iteration 11Q: 3 clusters Score -1.343849e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -13441730.000000 Penalty: 5954.117188
	Iteration 12Q: 3 clusters Score -1.344173e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141794 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -13445152.000000 Penalty: 5954.117188
	Iteration 13Q: 3 clusters Score -1.344515e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147276 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -13448371.000000 Penalty: 5954.117188
	Iteration 14Q: 3 clusters Score -1.344837e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -13451262.000000 Penalty: 5954.117188
	Iteration 15Q: 3 clusters Score -1.345126e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -13453603.000000 Penalty: 5954.117188
	Iteration 16Q: 3 clusters Score -1.34536e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -13455366.000000 Penalty: 5954.117188
	Iteration 17Q: 3 clusters Score -1.345537e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160137 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -13456678.000000 Penalty: 5954.117188
	Iteration 18Q: 3 clusters Score -1.345668e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13457556.000000 Penalty: 5954.117188
	Iteration 19Q: 3 clusters Score -1.345756e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161986 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13458005.000000 Penalty: 5954.117188
	Iteration 20F: 3 clusters Score -1.3458e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162344 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13458312.000000 Penalty: 5954.117188
	Iteration 21Q: 3 clusters Score -1.345831e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13458485.000000 Penalty: 5954.117188
	Iteration 22Q: 3 clusters Score -1.345848e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13458616.000000 Penalty: 5954.117188
	Iteration 23Q: 3 clusters Score -1.345862e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13458699.000000 Penalty: 5954.117188
	Iteration 24Q: 3 clusters Score -1.34587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162789 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13458732.000000 Penalty: 5954.117188
	Iteration 25Q: 3 clusters Score -1.345873e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162818 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13458797.000000 Penalty: 5954.117188
	Iteration 26Q: 3 clusters Score -1.34588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -13458809.000000 Penalty: 5954.117188
	Iteration 27Q: 3 clusters Score -1.345881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13458817.000000 Penalty: 5954.117188
	Iteration 28Q: 3 clusters Score -1.345882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13458823.000000 Penalty: 5954.117188
	Iteration 29Q: 3 clusters Score -1.345882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162876 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13458816.000000 Penalty: 5954.117188
	Iteration 30Q: 3 clusters Score -1.345882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13458829.000000 Penalty: 5954.117188
	Iteration 31Q: 3 clusters Score -1.345883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13458838.000000 Penalty: 5954.117188
	Iteration 32Q: 3 clusters Score -1.345884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13458829.000000 Penalty: 5954.117188
	Iteration 33Q: 3 clusters Score -1.345883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13458835.000000 Penalty: 5954.117188
	Iteration 34Q: 3 clusters Score -1.345884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162902 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13458832.000000 Penalty: 5954.117188
	Iteration 35Q: 3 clusters Score -1.345883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13458840.000000 Penalty: 5954.117188
	Iteration 36Q: 3 clusters Score -1.345884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13458840.000000 Penalty: 5954.117188
	Iteration 37F: 3 clusters Score -1.345884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -209090.828125 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -209090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -206042.921875 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -206042.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -206711.265625 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -206711.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -206909.343750 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -206909.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -207059.984375 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -207060 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -207178.218750 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -207178.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -207270.859375 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -207270.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -207348.953125 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -207349 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -207416.234375 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -207416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -207455.937500 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -207455.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -207495.468750 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -207495.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -207524.859375 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -207524.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -207546.250000 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -207546.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -207570.078125 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -207570.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -207590.500000 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -207590.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -207613.734375 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -207613.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -207627.687500 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -207627.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -207645.609375 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -207645.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -207664.343750 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -207664.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -207681.421875 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -207681.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -207705.578125 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -207705.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -207738.140625 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -207738.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -207776.843750 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -207776.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -207821.203125 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -207821.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -207853.671875 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -207853.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -207888.156250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -207888.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -207908.140625 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -207908.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -207932.453125 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -207932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -207944.015625 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -207944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -207958.062500 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -207958.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -207969.406250 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -207969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -207980.765625 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -207980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -207993.687500 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -207993.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208007.968750 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -208008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208024.093750 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -208024.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -208040.796875 Penalty: 3918.531982
	Iteration 34Q: 3 clusters Score -208040.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -208050.859375 Penalty: 3918.531982
	Iteration 35Q: 3 clusters Score -208050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -208057.937500 Penalty: 3918.531982
	Iteration 36Q: 3 clusters Score -208057.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -208071.359375 Penalty: 3918.531982
	Iteration 37Q: 3 clusters Score -208071.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -208086.546875 Penalty: 3918.531982
	Iteration 38Q: 3 clusters Score -208086.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208100.187500 Penalty: 3918.531982
	Iteration 39Q: 3 clusters Score -208100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -208110.171875 Penalty: 3918.531982
	Iteration 40F: 3 clusters Score -208110.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -208123.031250 Penalty: 3918.531982
	Iteration 41Q: 3 clusters Score -208123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -208127.484375 Penalty: 3918.531982
	Iteration 42Q: 3 clusters Score -208127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -208132.203125 Penalty: 3918.531982
	Iteration 43Q: 3 clusters Score -208132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -208134.281250 Penalty: 3918.531982
	Iteration 44Q: 3 clusters Score -208134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -208137.312500 Penalty: 3918.531982
	Iteration 45Q: 3 clusters Score -208137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -208139.187500 Penalty: 3918.531982
	Iteration 46Q: 3 clusters Score -208139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -208139.375000 Penalty: 3918.531982
	Iteration 47Q: 3 clusters Score -208139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -208139.375000 Penalty: 3918.531982
	Iteration 48F: 3 clusters Score -208139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -506291.000000 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -506291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -500859.593750 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -500859.6 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -502312.906250 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -502312.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -502652.843750 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -502652.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -502905.218750 Penalty: 4356.108398
	Iteration 3F: 3 clusters Score -502905.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -503111.093750 Penalty: 4356.108398
	Iteration 4F: 3 clusters Score -503111.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -503293.843750 Penalty: 4356.108398
	Iteration 5Q: 3 clusters Score -503293.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -503472.750000 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -503472.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -503631.500000 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -503631.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -503778.625000 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -503778.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -503906.531250 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -503906.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -504012.062500 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -504012.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -504107.250000 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -504107.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -504193.468750 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -504193.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -504266.031250 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -504266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -504322.562500 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -504322.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -504368.062500 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -504368.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -504423.687500 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -504423.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -504463.093750 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -504463.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -504500.125000 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -504500.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -504527.875000 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -504527.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -504549.625000 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -504549.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -504568.812500 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -504568.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -504584.875000 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -504584.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -504602.281250 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -504602.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -504613.031250 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -504613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -504622.437500 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -504622.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -504632.000000 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -504632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -504644.031250 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -504644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -504651.937500 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -504651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -504658.312500 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -504658.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -504663.375000 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -504663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -504665.781250 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -504665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -504669.750000 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -504669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -504672.062500 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -504672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -504676.531250 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -504676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -504679.000000 Penalty: 4356.108398
	Iteration 35Q: 3 clusters Score -504679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -504681.468750 Penalty: 4356.108398
	Iteration 36Q: 3 clusters Score -504681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -504681.437500 Penalty: 4356.108398
	Iteration 37Q: 3 clusters Score -504681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -504684.843750 Penalty: 4356.108398
	Iteration 38Q: 3 clusters Score -504684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -504687.937500 Penalty: 4356.108398
	Iteration 39Q: 3 clusters Score -504687.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -504689.500000 Penalty: 4356.108398
	Iteration 40F: 3 clusters Score -504689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -504691.750000 Penalty: 4356.108398
	Iteration 41Q: 3 clusters Score -504691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -504694.500000 Penalty: 4356.108398
	Iteration 42Q: 3 clusters Score -504694.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -504695.625000 Penalty: 4356.108398
	Iteration 43Q: 3 clusters Score -504695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -504697.843750 Penalty: 4356.108398
	Iteration 44Q: 3 clusters Score -504697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -504701.187500 Penalty: 4356.108398
	Iteration 45Q: 3 clusters Score -504701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -504702.031250 Penalty: 4356.108398
	Iteration 46Q: 3 clusters Score -504702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -504704.843750 Penalty: 4356.108398
	Iteration 47Q: 3 clusters Score -504704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -504706.656250 Penalty: 4356.108398
	Iteration 48Q: 3 clusters Score -504706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -504707.187500 Penalty: 4356.108398
	Iteration 49Q: 3 clusters Score -504707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -504707.687500 Penalty: 4356.108398
	Iteration 50Q: 3 clusters Score -504707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -504708.562500 Penalty: 4356.108398
	Iteration 51Q: 3 clusters Score -504708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -504710.187500 Penalty: 4356.108398
	Iteration 52Q: 3 clusters Score -504710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -504709.656250 Penalty: 4356.108398
	Iteration 53Q: 3 clusters Score -504709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -504711.312500 Penalty: 4356.108398
	Iteration 54Q: 3 clusters Score -504711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -504712.031250 Penalty: 4356.108398
	Iteration 55Q: 3 clusters Score -504712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -504712.781250 Penalty: 4356.108398
	Iteration 56Q: 3 clusters Score -504712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -504712.781250 Penalty: 4356.108398
	Iteration 57F: 3 clusters Score -504712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -948324.437500 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -948324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -941226.437500 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -941226.4 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -943342.125000 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -943342.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -943640.437500 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -943640.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -943887.625000 Penalty: 4525.405273
	Iteration 3F: 3 clusters Score -943887.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -944145.687500 Penalty: 4525.405273
	Iteration 4Q: 3 clusters Score -944145.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -944431.125000 Penalty: 4525.405273
	Iteration 5F: 3 clusters Score -944431.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -944755.250000 Penalty: 4525.405273
	Iteration 6F: 3 clusters Score -944755.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -945111.562500 Penalty: 4525.405273
	Iteration 7F: 3 clusters Score -945111.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -945469.250000 Penalty: 4525.405273
	Iteration 8Q: 3 clusters Score -945469.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -945809.000000 Penalty: 4525.405273
	Iteration 9Q: 3 clusters Score -945809 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -946083.875000 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -946083.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -946306.562500 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -946306.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -946457.187500 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -946457.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -946545.125000 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -946545.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -946589.125000 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -946589.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -946622.562500 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -946622.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -946645.750000 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -946645.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -946659.750000 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -946659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -946674.250000 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -946674.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -946683.687500 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -946683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -946694.875000 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -946694.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -946704.875000 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -946704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -946709.687500 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -946709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -946712.875000 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -946712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -946714.875000 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -946714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -946716.062500 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -946716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -946716.937500 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -946716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -946718.250000 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -946718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -946719.687500 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -946719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -946720.375000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -946720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -946720.375000 Penalty: 4525.405273
	Iteration 30Q: 3 clusters Score -946720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -946720.375000 Penalty: 4525.405273
	Iteration 31F: 3 clusters Score -946720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -169359.640625 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -169359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -166574.359375 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -166574.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -167150.109375 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -167150.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -167346.546875 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -167346.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -167463.296875 Penalty: 3832.201416
	Iteration 3F: 3 clusters Score -167463.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -167561.109375 Penalty: 3832.201416
	Iteration 4Q: 3 clusters Score -167561.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -167672.937500 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -167672.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -167793.625000 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -167793.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -167940.562500 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -167940.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -168058.156250 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -168058.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -168165.468750 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -168165.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -168239.187500 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -168239.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -168307.984375 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -168308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -168364.640625 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -168364.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -168413.093750 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -168413.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -168440.437500 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -168440.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -168459.296875 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -168459.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -168472.031250 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -168472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -168479.437500 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -168479.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -168487.000000 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -168487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -168492.281250 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -168492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -168503.031250 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -168503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -168506.609375 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -168506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -168508.296875 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -168508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -168511.718750 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -168511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -168515.828125 Penalty: 3832.201416
	Iteration 24Q: 3 clusters Score -168515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -168518.796875 Penalty: 3832.201416
	Iteration 25Q: 3 clusters Score -168518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -168519.734375 Penalty: 3832.201416
	Iteration 26Q: 3 clusters Score -168519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -168520.046875 Penalty: 3832.201416
	Iteration 27Q: 3 clusters Score -168520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -168520.046875 Penalty: 3832.201416
	Iteration 28F: 3 clusters Score -168520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Entering Unmasked Estep 
Score: -4219221.500000 Penalty: 2691.846191
	Iteration 0F: 2 clusters Score -4219222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4184366.000000 Penalty: 5383.692383
	Iteration 0F: 3 clusters Score -4184366 nChanged 24114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4197957.000000 Penalty: 5383.692383
	Iteration 1F: 3 clusters Score -4197957 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4198609.500000 Penalty: 5383.692383
	Iteration 2Q: 3 clusters Score -4198610 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4199349.000000 Penalty: 5383.692383
	Iteration 3Q: 3 clusters Score -4199349 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4200167.500000 Penalty: 5383.692383
	Iteration 4Q: 3 clusters Score -4200168 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -4201277.000000 Penalty: 5383.692383
	Iteration 5Q: 3 clusters Score -4201277 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4202607.500000 Penalty: 5383.692383
	Iteration 6F: 3 clusters Score -4202608 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4204141.500000 Penalty: 5383.692383
	Iteration 7F: 3 clusters Score -4204142 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4205762.500000 Penalty: 5383.692383
	Iteration 8F: 3 clusters Score -4205762 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4207298.000000 Penalty: 5383.692383
	Iteration 9F: 3 clusters Score -4207298 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4208433.500000 Penalty: 5383.692383
	Iteration 10Q: 3 clusters Score -4208434 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4209285.000000 Penalty: 5383.692383
	Iteration 11Q: 3 clusters Score -4209285 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -4209926.500000 Penalty: 5383.692383
	Iteration 12Q: 3 clusters Score -4209926 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4210460.000000 Penalty: 5383.692383
	Iteration 13Q: 3 clusters Score -4210460 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4210950.000000 Penalty: 5383.692383
	Iteration 14Q: 3 clusters Score -4210950 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4211556.500000 Penalty: 5383.692383
	Iteration 15Q: 3 clusters Score -4211556 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4212234.500000 Penalty: 5383.692383
	Iteration 16Q: 3 clusters Score -4212234 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -4212934.000000 Penalty: 5383.692383
	Iteration 17Q: 3 clusters Score -4212934 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -4213618.000000 Penalty: 5383.692383
	Iteration 18Q: 3 clusters Score -4213618 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -4214220.000000 Penalty: 5383.692383
	Iteration 19Q: 3 clusters Score -4214220 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4214788.500000 Penalty: 5383.692383
	Iteration 20F: 3 clusters Score -4214788 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -4215330.000000 Penalty: 5383.692383
	Iteration 21Q: 3 clusters Score -4215330 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -4215797.000000 Penalty: 5383.692383
	Iteration 22Q: 3 clusters Score -4215797 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -4216173.500000 Penalty: 5383.692383
	Iteration 23Q: 3 clusters Score -4216174 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -4216444.500000 Penalty: 5383.692383
	Iteration 24Q: 3 clusters Score -4216444 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -4216676.500000 Penalty: 5383.692383
	Iteration 25Q: 3 clusters Score -4216676 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -4216826.000000 Penalty: 5383.692383
	Iteration 26Q: 3 clusters Score -4216826 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -4216959.000000 Penalty: 5383.692383
	Iteration 27Q: 3 clusters Score -4216959 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -4217036.500000 Penalty: 5383.692383
	Iteration 28Q: 3 clusters Score -4217036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -4217094.500000 Penalty: 5383.692383
	Iteration 29Q: 3 clusters Score -4217094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -4217157.500000 Penalty: 5383.692383
	Iteration 30Q: 3 clusters Score -4217158 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -4217201.500000 Penalty: 5383.692383
	Iteration 31Q: 3 clusters Score -4217202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -4217226.500000 Penalty: 5383.692383
	Iteration 32Q: 3 clusters Score -4217226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -4217247.000000 Penalty: 5383.692383
	Iteration 33Q: 3 clusters Score -4217247 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -4217289.500000 Penalty: 5383.692383
	Iteration 34Q: 3 clusters Score -4217290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -4217300.500000 Penalty: 5383.692383
	Iteration 35Q: 3 clusters Score -4217300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -4217314.000000 Penalty: 5383.692383
	Iteration 36Q: 3 clusters Score -4217314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -4217327.000000 Penalty: 5383.692383
	Iteration 37Q: 3 clusters Score -4217327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -4217328.500000 Penalty: 5383.692383
	Iteration 38Q: 3 clusters Score -4217328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -4217328.500000 Penalty: 5383.692383
	Iteration 39Q: 3 clusters Score -4217328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -4217326.500000 Penalty: 5383.692383
	Iteration 40F: 3 clusters Score -4217326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -4217340.000000 Penalty: 5383.692383
	Iteration 41Q: 3 clusters Score -4217340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -4217339.000000 Penalty: 5383.692383
	Iteration 42Q: 3 clusters Score -4217339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -4217346.500000 Penalty: 5383.692383
	Iteration 43Q: 3 clusters Score -4217346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -4217336.000000 Penalty: 5383.692383
	Iteration 44Q: 3 clusters Score -4217336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -4217344.500000 Penalty: 5383.692383
	Iteration 45Q: 3 clusters Score -4217344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -4217343.000000 Penalty: 5383.692383
	Iteration 46Q: 3 clusters Score -4217343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -4217345.500000 Penalty: 5383.692383
	Iteration 47Q: 3 clusters Score -4217346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -4217348.500000 Penalty: 5383.692383
	Iteration 48Q: 3 clusters Score -4217348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -4217360.000000 Penalty: 5383.692383
	Iteration 49Q: 3 clusters Score -4217360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -4217364.000000 Penalty: 5383.692383
	Iteration 50Q: 3 clusters Score -4217364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -4217370.000000 Penalty: 5383.692383
	Iteration 51Q: 3 clusters Score -4217370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -4217364.500000 Penalty: 5383.692383
	Iteration 52Q: 3 clusters Score -4217364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -4217374.000000 Penalty: 5383.692383
	Iteration 53Q: 3 clusters Score -4217374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -4217379.500000 Penalty: 5383.692383
	Iteration 54Q: 3 clusters Score -4217380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -4217380.000000 Penalty: 5383.692383
	Iteration 55Q: 3 clusters Score -4217380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -4217385.500000 Penalty: 5383.692383
	Iteration 56Q: 3 clusters Score -4217386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -4217385.500000 Penalty: 5383.692383
	Iteration 57Q: 3 clusters Score -4217386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -4217386.000000 Penalty: 5383.692383
	Iteration 58Q: 3 clusters Score -4217386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -4217387.500000 Penalty: 5383.692383
	Iteration 59Q: 3 clusters Score -4217388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -4217380.000000 Penalty: 5383.692383
	Iteration 60F: 3 clusters Score -4217380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -4217382.000000 Penalty: 5383.692383
	Iteration 61Q: 3 clusters Score -4217382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -4217390.500000 Penalty: 5383.692383
	Iteration 62Q: 3 clusters Score -4217390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -4217392.500000 Penalty: 5383.692383
	Iteration 63Q: 3 clusters Score -4217392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -4217391.500000 Penalty: 5383.692383
	Iteration 64Q: 3 clusters Score -4217392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -4217392.000000 Penalty: 5383.692383
	Iteration 65Q: 3 clusters Score -4217392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -4217395.500000 Penalty: 5383.692383
	Iteration 66Q: 3 clusters Score -4217396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -4217394.000000 Penalty: 5383.692383
	Iteration 67Q: 3 clusters Score -4217394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -4217397.000000 Penalty: 5383.692383
	Iteration 68Q: 3 clusters Score -4217397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -4217397.000000 Penalty: 5383.692383
	Iteration 69Q: 3 clusters Score -4217397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -4217390.500000 Penalty: 5383.692383
	Iteration 70Q: 3 clusters Score -4217390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -4217390.500000 Penalty: 5383.692383
	Iteration 71F: 3 clusters Score -4217390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -69548.039062 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -69548.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67705.085938 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -67705.09 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68254.632812 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -68254.63 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68550.445312 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -68550.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68784.546875 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -68784.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69029.781250 Penalty: 3431.672852
	Iteration 4F: 3 clusters Score -69029.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69384.601562 Penalty: 3431.672852
	Iteration 5F: 3 clusters Score -69384.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69585.187500 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -69585.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69657.640625 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -69657.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69688.851562 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -69688.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69705.546875 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -69705.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69716.648438 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -69716.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69747.703125 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -69747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69777.671875 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -69777.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69789.781250 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -69789.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69795.929688 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -69795.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69797.171875 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -69797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69797.171875 Penalty: 3431.672852
	Iteration 16F: 3 clusters Score -69797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 378 members 
Entering Unmasked Estep 
Score: -150814544.000000 Penalty: 246271.468750
Splitting cluster 12 changes total score from -150816256.000000 to -150814544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (111299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Entering Unmasked Estep 
Score: -11676375.000000 Penalty: 2881.753906
	Iteration 0F: 2 clusters Score -1.167638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -11603785.000000 Penalty: 5763.507812
	Iteration 0F: 3 clusters Score -1.160378e+07 nChanged 52568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -11633868.000000 Penalty: 5763.507812
	Iteration 1F: 3 clusters Score -1.163387e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -11634663.000000 Penalty: 5763.507812
	Iteration 2Q: 3 clusters Score -1.163466e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -11635508.000000 Penalty: 5763.507812
	Iteration 3Q: 3 clusters Score -1.163551e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -11636731.000000 Penalty: 5763.507812
	Iteration 4Q: 3 clusters Score -1.163673e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -11638542.000000 Penalty: 5763.507812
	Iteration 5Q: 3 clusters Score -1.163854e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -11641586.000000 Penalty: 5763.507812
	Iteration 6F: 3 clusters Score -1.164159e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -11646287.000000 Penalty: 5763.507812
	Iteration 7F: 3 clusters Score -1.164629e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -11653165.000000 Penalty: 5763.507812
	Iteration 8F: 3 clusters Score -1.165316e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -11660646.000000 Penalty: 5763.507812
	Iteration 9F: 3 clusters Score -1.166065e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -11666947.000000 Penalty: 5763.507812
	Iteration 10F: 3 clusters Score -1.166695e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -11670813.000000 Penalty: 5763.507812
	Iteration 11Q: 3 clusters Score -1.167081e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109402 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11672615.000000 Penalty: 5763.507812
	Iteration 12Q: 3 clusters Score -1.167262e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11673404.000000 Penalty: 5763.507812
	Iteration 13Q: 3 clusters Score -1.16734e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11673724.000000 Penalty: 5763.507812
	Iteration 14Q: 3 clusters Score -1.167372e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11673885.000000 Penalty: 5763.507812
	Iteration 15Q: 3 clusters Score -1.167388e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11673964.000000 Penalty: 5763.507812
	Iteration 16Q: 3 clusters Score -1.167396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11674047.000000 Penalty: 5763.507812
	Iteration 17Q: 3 clusters Score -1.167405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11674063.000000 Penalty: 5763.507812
	Iteration 18Q: 3 clusters Score -1.167406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11674094.000000 Penalty: 5763.507812
	Iteration 19Q: 3 clusters Score -1.167409e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11674142.000000 Penalty: 5763.507812
	Iteration 20F: 3 clusters Score -1.167414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11674151.000000 Penalty: 5763.507812
	Iteration 21Q: 3 clusters Score -1.167415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11674162.000000 Penalty: 5763.507812
	Iteration 22Q: 3 clusters Score -1.167416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11674166.000000 Penalty: 5763.507812
	Iteration 23Q: 3 clusters Score -1.167417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11674175.000000 Penalty: 5763.507812
	Iteration 24Q: 3 clusters Score -1.167418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11674193.000000 Penalty: 5763.507812
	Iteration 25Q: 3 clusters Score -1.167419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11674196.000000 Penalty: 5763.507812
	Iteration 26Q: 3 clusters Score -1.16742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11674193.000000 Penalty: 5763.507812
	Iteration 27Q: 3 clusters Score -1.167419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11674192.000000 Penalty: 5763.507812
	Iteration 28Q: 3 clusters Score -1.167419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11674199.000000 Penalty: 5763.507812
	Iteration 29Q: 3 clusters Score -1.16742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11674200.000000 Penalty: 5763.507812
	Iteration 30Q: 3 clusters Score -1.16742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11674201.000000 Penalty: 5763.507812
	Iteration 31Q: 3 clusters Score -1.16742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11674205.000000 Penalty: 5763.507812
	Iteration 32Q: 3 clusters Score -1.16742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11674203.000000 Penalty: 5763.507812
	Iteration 33Q: 3 clusters Score -1.16742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11674204.000000 Penalty: 5763.507812
	Iteration 34Q: 3 clusters Score -1.16742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11674204.000000 Penalty: 5763.507812
	Iteration 35F: 3 clusters Score -1.16742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1051055.625000 Penalty: 2318.307129
	Iteration 0F: 2 clusters Score -1051056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1042567.000000 Penalty: 4636.614258
	Iteration 0F: 3 clusters Score -1042567 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1045436.312500 Penalty: 4636.614258
	Iteration 1F: 3 clusters Score -1045436 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1046087.500000 Penalty: 4636.614258
	Iteration 2F: 3 clusters Score -1046088 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1046708.500000 Penalty: 4636.614258
	Iteration 3F: 3 clusters Score -1046708 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1047183.375000 Penalty: 4636.614258
	Iteration 4F: 3 clusters Score -1047183 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1047565.312500 Penalty: 4636.614258
	Iteration 5F: 3 clusters Score -1047565 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1047885.312500 Penalty: 4636.614258
	Iteration 6Q: 3 clusters Score -1047885 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1048160.937500 Penalty: 4636.614258
	Iteration 7Q: 3 clusters Score -1048161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1048382.875000 Penalty: 4636.614258
	Iteration 8Q: 3 clusters Score -1048383 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1048552.875000 Penalty: 4636.614258
	Iteration 9Q: 3 clusters Score -1048553 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1048679.625000 Penalty: 4636.614258
	Iteration 10Q: 3 clusters Score -1048680 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1048769.375000 Penalty: 4636.614258
	Iteration 11Q: 3 clusters Score -1048769 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1048839.750000 Penalty: 4636.614258
	Iteration 12Q: 3 clusters Score -1048840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1048896.500000 Penalty: 4636.614258
	Iteration 13Q: 3 clusters Score -1048896 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1048956.375000 Penalty: 4636.614258
	Iteration 14Q: 3 clusters Score -1048956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1049001.625000 Penalty: 4636.614258
	Iteration 15Q: 3 clusters Score -1049002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1049043.250000 Penalty: 4636.614258
	Iteration 16Q: 3 clusters Score -1049043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1049085.375000 Penalty: 4636.614258
	Iteration 17Q: 3 clusters Score -1049085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1049126.250000 Penalty: 4636.614258
	Iteration 18Q: 3 clusters Score -1049126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1049162.375000 Penalty: 4636.614258
	Iteration 19Q: 3 clusters Score -1049162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1049194.125000 Penalty: 4636.614258
	Iteration 20F: 3 clusters Score -1049194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1049221.625000 Penalty: 4636.614258
	Iteration 21Q: 3 clusters Score -1049222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1049244.000000 Penalty: 4636.614258
	Iteration 22Q: 3 clusters Score -1049244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1049262.375000 Penalty: 4636.614258
	Iteration 23Q: 3 clusters Score -1049262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1049278.000000 Penalty: 4636.614258
	Iteration 24Q: 3 clusters Score -1049278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1049293.625000 Penalty: 4636.614258
	Iteration 25Q: 3 clusters Score -1049294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1049313.500000 Penalty: 4636.614258
	Iteration 26Q: 3 clusters Score -1049314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1049332.500000 Penalty: 4636.614258
	Iteration 27Q: 3 clusters Score -1049332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1049351.000000 Penalty: 4636.614258
	Iteration 28Q: 3 clusters Score -1049351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1049361.500000 Penalty: 4636.614258
	Iteration 29Q: 3 clusters Score -1049362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1049377.750000 Penalty: 4636.614258
	Iteration 30Q: 3 clusters Score -1049378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1049392.625000 Penalty: 4636.614258
	Iteration 31Q: 3 clusters Score -1049393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1049397.375000 Penalty: 4636.614258
	Iteration 32Q: 3 clusters Score -1049397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1049406.875000 Penalty: 4636.614258
	Iteration 33Q: 3 clusters Score -1049407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1049416.750000 Penalty: 4636.614258
	Iteration 34Q: 3 clusters Score -1049417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1049427.000000 Penalty: 4636.614258
	Iteration 35Q: 3 clusters Score -1049427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1049438.750000 Penalty: 4636.614258
	Iteration 36Q: 3 clusters Score -1049439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1049445.750000 Penalty: 4636.614258
	Iteration 37Q: 3 clusters Score -1049446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1049449.750000 Penalty: 4636.614258
	Iteration 38Q: 3 clusters Score -1049450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1049458.500000 Penalty: 4636.614258
	Iteration 39Q: 3 clusters Score -1049458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1049459.125000 Penalty: 4636.614258
	Iteration 40F: 3 clusters Score -1049459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1049464.875000 Penalty: 4636.614258
	Iteration 41Q: 3 clusters Score -1049465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1049470.000000 Penalty: 4636.614258
	Iteration 42Q: 3 clusters Score -1049470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1049476.625000 Penalty: 4636.614258
	Iteration 43Q: 3 clusters Score -1049477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1049484.250000 Penalty: 4636.614258
	Iteration 44Q: 3 clusters Score -1049484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1049488.250000 Penalty: 4636.614258
	Iteration 45Q: 3 clusters Score -1049488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1049496.750000 Penalty: 4636.614258
	Iteration 46Q: 3 clusters Score -1049497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1049498.125000 Penalty: 4636.614258
	Iteration 47Q: 3 clusters Score -1049498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1049505.250000 Penalty: 4636.614258
	Iteration 48Q: 3 clusters Score -1049505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1049508.750000 Penalty: 4636.614258
	Iteration 49Q: 3 clusters Score -1049509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1049515.375000 Penalty: 4636.614258
	Iteration 50Q: 3 clusters Score -1049515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1049519.375000 Penalty: 4636.614258
	Iteration 51Q: 3 clusters Score -1049519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1049524.625000 Penalty: 4636.614258
	Iteration 52Q: 3 clusters Score -1049525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1049526.125000 Penalty: 4636.614258
	Iteration 53Q: 3 clusters Score -1049526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1049525.750000 Penalty: 4636.614258
	Iteration 54Q: 3 clusters Score -1049526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1049525.000000 Penalty: 4636.614258
	Iteration 55Q: 3 clusters Score -1049525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1049526.000000 Penalty: 4636.614258
	Iteration 56Q: 3 clusters Score -1049526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1049525.875000 Penalty: 4636.614258
	Iteration 57Q: 3 clusters Score -1049526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1049526.750000 Penalty: 4636.614258
	Iteration 58Q: 3 clusters Score -1049527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1049527.125000 Penalty: 4636.614258
	Iteration 59Q: 3 clusters Score -1049527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1049526.500000 Penalty: 4636.614258
	Iteration 60F: 3 clusters Score -1049526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1049525.250000 Penalty: 4636.614258
	Iteration 61Q: 3 clusters Score -1049525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1049525.250000 Penalty: 4636.614258
	Iteration 62F: 3 clusters Score -1049525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -1610384.875000 Penalty: 2457.486816
	Iteration 0F: 2 clusters Score -1610385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1596264.125000 Penalty: 4914.973633
	Iteration 0F: 3 clusters Score -1596264 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1601127.375000 Penalty: 4914.973633
	Iteration 1F: 3 clusters Score -1601127 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1601518.000000 Penalty: 4914.973633
	Iteration 2F: 3 clusters Score -1601518 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1601851.500000 Penalty: 4914.973633
	Iteration 3Q: 3 clusters Score -1601852 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1602165.250000 Penalty: 4914.973633
	Iteration 4Q: 3 clusters Score -1602165 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1602499.125000 Penalty: 4914.973633
	Iteration 5Q: 3 clusters Score -1602499 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1602904.125000 Penalty: 4914.973633
	Iteration 6Q: 3 clusters Score -1602904 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1603310.625000 Penalty: 4914.973633
	Iteration 7Q: 3 clusters Score -1603311 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1603668.000000 Penalty: 4914.973633
	Iteration 8Q: 3 clusters Score -1603668 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1603993.500000 Penalty: 4914.973633
	Iteration 9Q: 3 clusters Score -1603994 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1604389.375000 Penalty: 4914.973633
	Iteration 10Q: 3 clusters Score -1604389 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1604847.125000 Penalty: 4914.973633
	Iteration 11Q: 3 clusters Score -1604847 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1605337.000000 Penalty: 4914.973633
	Iteration 12Q: 3 clusters Score -1605337 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1605823.375000 Penalty: 4914.973633
	Iteration 13Q: 3 clusters Score -1605823 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1606288.625000 Penalty: 4914.973633
	Iteration 14Q: 3 clusters Score -1606289 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1606661.000000 Penalty: 4914.973633
	Iteration 15Q: 3 clusters Score -1606661 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1606968.875000 Penalty: 4914.973633
	Iteration 16Q: 3 clusters Score -1606969 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1607219.125000 Penalty: 4914.973633
	Iteration 17Q: 3 clusters Score -1607219 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1607420.000000 Penalty: 4914.973633
	Iteration 18Q: 3 clusters Score -1607420 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1607581.000000 Penalty: 4914.973633
	Iteration 19Q: 3 clusters Score -1607581 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1607698.125000 Penalty: 4914.973633
	Iteration 20F: 3 clusters Score -1607698 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1607806.250000 Penalty: 4914.973633
	Iteration 21Q: 3 clusters Score -1607806 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1607911.625000 Penalty: 4914.973633
	Iteration 22Q: 3 clusters Score -1607912 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1608032.500000 Penalty: 4914.973633
	Iteration 23Q: 3 clusters Score -1608032 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1608169.250000 Penalty: 4914.973633
	Iteration 24Q: 3 clusters Score -1608169 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1608345.625000 Penalty: 4914.973633
	Iteration 25Q: 3 clusters Score -1608346 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1608535.125000 Penalty: 4914.973633
	Iteration 26Q: 3 clusters Score -1608535 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1608700.500000 Penalty: 4914.973633
	Iteration 27Q: 3 clusters Score -1608700 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1608869.000000 Penalty: 4914.973633
	Iteration 28Q: 3 clusters Score -1608869 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1609011.375000 Penalty: 4914.973633
	Iteration 29Q: 3 clusters Score -1609011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1609092.375000 Penalty: 4914.973633
	Iteration 30Q: 3 clusters Score -1609092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1609138.500000 Penalty: 4914.973633
	Iteration 31Q: 3 clusters Score -1609138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1609157.375000 Penalty: 4914.973633
	Iteration 32Q: 3 clusters Score -1609157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1609176.500000 Penalty: 4914.973633
	Iteration 33Q: 3 clusters Score -1609176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1609200.375000 Penalty: 4914.973633
	Iteration 34Q: 3 clusters Score -1609200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1609211.000000 Penalty: 4914.973633
	Iteration 35Q: 3 clusters Score -1609211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1609212.250000 Penalty: 4914.973633
	Iteration 36Q: 3 clusters Score -1609212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1609222.875000 Penalty: 4914.973633
	Iteration 37Q: 3 clusters Score -1609223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1609224.625000 Penalty: 4914.973633
	Iteration 38Q: 3 clusters Score -1609225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1609228.375000 Penalty: 4914.973633
	Iteration 39Q: 3 clusters Score -1609228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1609234.625000 Penalty: 4914.973633
	Iteration 40F: 3 clusters Score -1609235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1609241.750000 Penalty: 4914.973633
	Iteration 41Q: 3 clusters Score -1609242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1609243.500000 Penalty: 4914.973633
	Iteration 42Q: 3 clusters Score -1609244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1609247.500000 Penalty: 4914.973633
	Iteration 43Q: 3 clusters Score -1609248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1609246.875000 Penalty: 4914.973633
	Iteration 44Q: 3 clusters Score -1609247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1609250.250000 Penalty: 4914.973633
	Iteration 45Q: 3 clusters Score -1609250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1609254.000000 Penalty: 4914.973633
	Iteration 46Q: 3 clusters Score -1609254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1609254.250000 Penalty: 4914.973633
	Iteration 47Q: 3 clusters Score -1609254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1609257.625000 Penalty: 4914.973633
	Iteration 48Q: 3 clusters Score -1609258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1609256.375000 Penalty: 4914.973633
	Iteration 49Q: 3 clusters Score -1609256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1609256.875000 Penalty: 4914.973633
	Iteration 50Q: 3 clusters Score -1609257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1609259.375000 Penalty: 4914.973633
	Iteration 51Q: 3 clusters Score -1609259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1609261.500000 Penalty: 4914.973633
	Iteration 52Q: 3 clusters Score -1609262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1609261.500000 Penalty: 4914.973633
	Iteration 53F: 3 clusters Score -1609262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -403039.687500 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -403039.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -398394.375000 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -398394.4 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -399491.062500 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -399491.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -399683.812500 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -399683.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -399817.156250 Penalty: 4244.267578
	Iteration 3Q: 3 clusters Score -399817.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -399915.625000 Penalty: 4244.267578
	Iteration 4Q: 3 clusters Score -399915.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -399997.343750 Penalty: 4244.267578
	Iteration 5Q: 3 clusters Score -399997.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -400074.875000 Penalty: 4244.267578
	Iteration 6Q: 3 clusters Score -400074.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -400158.906250 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -400158.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -400260.875000 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -400260.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -400370.875000 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -400370.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -400493.031250 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -400493 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -400633.343750 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -400633.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -400744.875000 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -400744.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -400834.468750 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -400834.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -400916.468750 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -400916.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -400984.187500 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -400984.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -401047.906250 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -401047.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -401088.968750 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -401089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -401126.250000 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -401126.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -401153.937500 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -401153.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -401178.718750 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -401178.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -401203.718750 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -401203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -401218.343750 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -401218.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -401233.500000 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -401233.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -401250.468750 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -401250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -401266.093750 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -401266.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -401275.093750 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -401275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -401280.937500 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -401280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -401284.093750 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -401284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -401287.156250 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -401287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -401291.187500 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -401291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -401292.718750 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -401292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -401295.875000 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -401295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -401301.750000 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -401301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -401303.937500 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -401303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -401306.250000 Penalty: 4244.267578
	Iteration 35Q: 3 clusters Score -401306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -401307.375000 Penalty: 4244.267578
	Iteration 36Q: 3 clusters Score -401307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -401308.593750 Penalty: 4244.267578
	Iteration 37Q: 3 clusters Score -401308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -401309.000000 Penalty: 4244.267578
	Iteration 38Q: 3 clusters Score -401309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -401309.187500 Penalty: 4244.267578
	Iteration 39Q: 3 clusters Score -401309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -401309.187500 Penalty: 4244.267578
	Iteration 40F: 3 clusters Score -401309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Entering Unmasked Estep 
Score: -13894922.000000 Penalty: 2985.668213
	Iteration 0F: 2 clusters Score -1.389492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -13781720.000000 Penalty: 5971.336426
	Iteration 0F: 3 clusters Score -1.378172e+07 nChanged 80993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -13828732.000000 Penalty: 5971.336426
	Iteration 1F: 3 clusters Score -1.382873e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -13829651.000000 Penalty: 5971.336426
	Iteration 2Q: 3 clusters Score -1.382965e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -13830684.000000 Penalty: 5971.336426
	Iteration 3Q: 3 clusters Score -1.383068e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 76818 members 
Entering Unmasked Estep 
Score: -13832144.000000 Penalty: 5971.336426
	Iteration 4Q: 3 clusters Score -1.383214e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -13834141.000000 Penalty: 5971.336426
	Iteration 5Q: 3 clusters Score -1.383414e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -13837545.000000 Penalty: 5971.336426
	Iteration 6Q: 3 clusters Score -1.383754e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111985 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -13843123.000000 Penalty: 5971.336426
	Iteration 7F: 3 clusters Score -1.384312e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -13851388.000000 Penalty: 5971.336426
	Iteration 8F: 3 clusters Score -1.385139e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136391 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -13862130.000000 Penalty: 5971.336426
	Iteration 9F: 3 clusters Score -1.386213e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -13872902.000000 Penalty: 5971.336426
	Iteration 10F: 3 clusters Score -1.38729e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -13881864.000000 Penalty: 5971.336426
	Iteration 11F: 3 clusters Score -1.388186e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -13887766.000000 Penalty: 5971.336426
	Iteration 12Q: 3 clusters Score -1.388777e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167019 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -13890609.000000 Penalty: 5971.336426
	Iteration 13Q: 3 clusters Score -1.389061e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -13891695.000000 Penalty: 5971.336426
	Iteration 14Q: 3 clusters Score -1.38917e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13892106.000000 Penalty: 5971.336426
	Iteration 15Q: 3 clusters Score -1.389211e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13892297.000000 Penalty: 5971.336426
	Iteration 16Q: 3 clusters Score -1.38923e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168754 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13892407.000000 Penalty: 5971.336426
	Iteration 17Q: 3 clusters Score -1.389241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13892442.000000 Penalty: 5971.336426
	Iteration 18Q: 3 clusters Score -1.389244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13892459.000000 Penalty: 5971.336426
	Iteration 19Q: 3 clusters Score -1.389246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -13892482.000000 Penalty: 5971.336426
	Iteration 20F: 3 clusters Score -1.389248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13892493.000000 Penalty: 5971.336426
	Iteration 21Q: 3 clusters Score -1.389249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13892496.000000 Penalty: 5971.336426
	Iteration 22Q: 3 clusters Score -1.38925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13892496.000000 Penalty: 5971.336426
	Iteration 23Q: 3 clusters Score -1.38925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13892512.000000 Penalty: 5971.336426
	Iteration 24Q: 3 clusters Score -1.389251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13892515.000000 Penalty: 5971.336426
	Iteration 25Q: 3 clusters Score -1.389252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13892517.000000 Penalty: 5971.336426
	Iteration 26Q: 3 clusters Score -1.389252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13892529.000000 Penalty: 5971.336426
	Iteration 27Q: 3 clusters Score -1.389253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13892530.000000 Penalty: 5971.336426
	Iteration 28Q: 3 clusters Score -1.389253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13892526.000000 Penalty: 5971.336426
	Iteration 29Q: 3 clusters Score -1.389253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13892533.000000 Penalty: 5971.336426
	Iteration 30Q: 3 clusters Score -1.389253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13892540.000000 Penalty: 5971.336426
	Iteration 31Q: 3 clusters Score -1.389254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13892540.000000 Penalty: 5971.336426
	Iteration 32F: 3 clusters Score -1.389254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -225697.046875 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -225697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -222736.359375 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -222736.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -223403.187500 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -223403.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -223632.859375 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -223632.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223769.937500 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -223769.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -223912.328125 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -223912.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -224015.125000 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -224015.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -224093.218750 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -224093.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -224158.515625 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -224158.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -224217.703125 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -224217.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -224277.000000 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -224277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -224318.750000 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -224318.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -224343.093750 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -224343.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -224367.046875 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -224367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -224383.187500 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -224383.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -224395.687500 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -224395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -224407.062500 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -224407.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -224423.890625 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -224423.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -224433.796875 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -224433.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224442.890625 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -224442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224454.906250 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -224454.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224467.093750 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -224467.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224474.859375 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -224474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -224481.921875 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -224481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -224487.687500 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -224487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224494.015625 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -224494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224495.890625 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -224495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -224497.171875 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -224497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224500.046875 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -224500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -224501.640625 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -224501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224502.406250 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -224502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -224502.937500 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -224502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -224503.906250 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -224503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224507.015625 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -224507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -224510.984375 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -224511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -224512.953125 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -224513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -224514.718750 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -224514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -224514.718750 Penalty: 3893.264648
	Iteration 36F: 3 clusters Score -224514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -316162.812500 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -316162.8 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 1995 members 
Entering Unmasked Estep 
Score: -312208.937500 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -312208.9 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -313088.000000 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -313088 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -313269.125000 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -313269.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -313401.250000 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -313401.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -313485.562500 Penalty: 4118.784180
	Iteration 4Q: 3 clusters Score -313485.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -313559.906250 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -313559.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -313641.250000 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -313641.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -313726.218750 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -313726.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -313791.718750 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -313791.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -313841.250000 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -313841.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -313887.437500 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -313887.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -313939.718750 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -313939.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -313980.718750 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -313980.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -314022.375000 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -314022.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -314059.250000 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -314059.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -314094.250000 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -314094.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -314124.562500 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -314124.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -314149.750000 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -314149.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -314174.406250 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -314174.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -314212.531250 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -314212.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -314238.937500 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -314238.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -314262.875000 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -314262.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -314274.843750 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -314274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -314282.312500 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -314282.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -314289.656250 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -314289.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -314300.250000 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -314300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314306.843750 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -314306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314313.156250 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -314313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -314320.593750 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -314320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -314325.968750 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -314326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -314331.781250 Penalty: 4118.784180
	Iteration 30Q: 3 clusters Score -314331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -314334.687500 Penalty: 4118.784180
	Iteration 31Q: 3 clusters Score -314334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -314339.625000 Penalty: 4118.784180
	Iteration 32Q: 3 clusters Score -314339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -314345.531250 Penalty: 4118.784180
	Iteration 33Q: 3 clusters Score -314345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -314349.218750 Penalty: 4118.784180
	Iteration 34Q: 3 clusters Score -314349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -314353.718750 Penalty: 4118.784180
	Iteration 35Q: 3 clusters Score -314353.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -314358.000000 Penalty: 4118.784180
	Iteration 36Q: 3 clusters Score -314358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -314361.250000 Penalty: 4118.784180
	Iteration 37Q: 3 clusters Score -314361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -314363.437500 Penalty: 4118.784180
	Iteration 38Q: 3 clusters Score -314363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -314364.343750 Penalty: 4118.784180
	Iteration 39Q: 3 clusters Score -314364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -314366.625000 Penalty: 4118.784180
	Iteration 40F: 3 clusters Score -314366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -314368.218750 Penalty: 4118.784180
	Iteration 41Q: 3 clusters Score -314368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -314369.062500 Penalty: 4118.784180
	Iteration 42Q: 3 clusters Score -314369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -314370.500000 Penalty: 4118.784180
	Iteration 43Q: 3 clusters Score -314370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -314370.468750 Penalty: 4118.784180
	Iteration 44Q: 3 clusters Score -314370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -314370.812500 Penalty: 4118.784180
	Iteration 45Q: 3 clusters Score -314370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -314370.812500 Penalty: 4118.784180
	Iteration 46F: 3 clusters Score -314370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Entering Unmasked Estep 
Score: -3097721.750000 Penalty: 2618.769775
	Iteration 0F: 2 clusters Score -3097722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3071480.250000 Penalty: 5237.539551
	Iteration 0F: 3 clusters Score -3071480 nChanged 17663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3081346.750000 Penalty: 5237.539551
	Iteration 1F: 3 clusters Score -3081347 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3081861.000000 Penalty: 5237.539551
	Iteration 2Q: 3 clusters Score -3081861 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3082377.250000 Penalty: 5237.539551
	Iteration 3Q: 3 clusters Score -3082377 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3082949.750000 Penalty: 5237.539551
	Iteration 4Q: 3 clusters Score -3082950 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3083608.750000 Penalty: 5237.539551
	Iteration 5Q: 3 clusters Score -3083609 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3084445.750000 Penalty: 5237.539551
	Iteration 6Q: 3 clusters Score -3084446 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3085543.250000 Penalty: 5237.539551
	Iteration 7F: 3 clusters Score -3085543 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3086888.500000 Penalty: 5237.539551
	Iteration 8F: 3 clusters Score -3086888 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -3088410.750000 Penalty: 5237.539551
	Iteration 9F: 3 clusters Score -3088411 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3090030.000000 Penalty: 5237.539551
	Iteration 10F: 3 clusters Score -3090030 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -3091481.250000 Penalty: 5237.539551
	Iteration 11F: 3 clusters Score -3091481 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -3092781.750000 Penalty: 5237.539551
	Iteration 12Q: 3 clusters Score -3092782 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -3093816.500000 Penalty: 5237.539551
	Iteration 13Q: 3 clusters Score -3093816 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3094467.750000 Penalty: 5237.539551
	Iteration 14Q: 3 clusters Score -3094468 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -3094899.750000 Penalty: 5237.539551
	Iteration 15Q: 3 clusters Score -3094900 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -3095091.000000 Penalty: 5237.539551
	Iteration 16Q: 3 clusters Score -3095091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -3095207.250000 Penalty: 5237.539551
	Iteration 17Q: 3 clusters Score -3095207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -3095292.000000 Penalty: 5237.539551
	Iteration 18Q: 3 clusters Score -3095292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -3095333.500000 Penalty: 5237.539551
	Iteration 19Q: 3 clusters Score -3095334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3095358.000000 Penalty: 5237.539551
	Iteration 20F: 3 clusters Score -3095358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3095384.000000 Penalty: 5237.539551
	Iteration 21Q: 3 clusters Score -3095384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3095407.750000 Penalty: 5237.539551
	Iteration 22Q: 3 clusters Score -3095408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3095421.500000 Penalty: 5237.539551
	Iteration 23Q: 3 clusters Score -3095422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -3095430.750000 Penalty: 5237.539551
	Iteration 24Q: 3 clusters Score -3095431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -3095436.250000 Penalty: 5237.539551
	Iteration 25Q: 3 clusters Score -3095436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3095433.750000 Penalty: 5237.539551
	Iteration 26Q: 3 clusters Score -3095434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -3095441.750000 Penalty: 5237.539551
	Iteration 27Q: 3 clusters Score -3095442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -3095439.500000 Penalty: 5237.539551
	Iteration 28Q: 3 clusters Score -3095440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -3095440.750000 Penalty: 5237.539551
	Iteration 29Q: 3 clusters Score -3095441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -3095446.500000 Penalty: 5237.539551
	Iteration 30Q: 3 clusters Score -3095446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -3095441.500000 Penalty: 5237.539551
	Iteration 31Q: 3 clusters Score -3095442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -3095442.750000 Penalty: 5237.539551
	Iteration 32Q: 3 clusters Score -3095443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -3095444.750000 Penalty: 5237.539551
	Iteration 33Q: 3 clusters Score -3095445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -3095452.250000 Penalty: 5237.539551
	Iteration 34Q: 3 clusters Score -3095452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -3095451.750000 Penalty: 5237.539551
	Iteration 35Q: 3 clusters Score -3095452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -3095451.750000 Penalty: 5237.539551
	Iteration 36F: 3 clusters Score -3095452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Entering Unmasked Estep 
Score: -2649700.500000 Penalty: 2584.961914
	Iteration 0F: 2 clusters Score -2649700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2626677.000000 Penalty: 5169.923828
	Iteration 0F: 3 clusters Score -2626677 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2635522.500000 Penalty: 5169.923828
	Iteration 1F: 3 clusters Score -2635522 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2636501.250000 Penalty: 5169.923828
	Iteration 2F: 3 clusters Score -2636501 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2637631.500000 Penalty: 5169.923828
	Iteration 3F: 3 clusters Score -2637632 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2639020.250000 Penalty: 5169.923828
	Iteration 4F: 3 clusters Score -2639020 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2640556.500000 Penalty: 5169.923828
	Iteration 5F: 3 clusters Score -2640556 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2641952.250000 Penalty: 5169.923828
	Iteration 6F: 3 clusters Score -2641952 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2643019.000000 Penalty: 5169.923828
	Iteration 7F: 3 clusters Score -2643019 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2643768.750000 Penalty: 5169.923828
	Iteration 8Q: 3 clusters Score -2643769 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -2644341.250000 Penalty: 5169.923828
	Iteration 9Q: 3 clusters Score -2644341 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2644752.250000 Penalty: 5169.923828
	Iteration 10Q: 3 clusters Score -2644752 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2645146.000000 Penalty: 5169.923828
	Iteration 11Q: 3 clusters Score -2645146 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2645431.250000 Penalty: 5169.923828
	Iteration 12Q: 3 clusters Score -2645431 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2645677.250000 Penalty: 5169.923828
	Iteration 13Q: 3 clusters Score -2645677 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2645868.750000 Penalty: 5169.923828
	Iteration 14Q: 3 clusters Score -2645869 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2646028.250000 Penalty: 5169.923828
	Iteration 15Q: 3 clusters Score -2646028 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2646157.750000 Penalty: 5169.923828
	Iteration 16Q: 3 clusters Score -2646158 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2646267.000000 Penalty: 5169.923828
	Iteration 17Q: 3 clusters Score -2646267 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2646389.750000 Penalty: 5169.923828
	Iteration 18Q: 3 clusters Score -2646390 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2646498.000000 Penalty: 5169.923828
	Iteration 19Q: 3 clusters Score -2646498 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2646605.250000 Penalty: 5169.923828
	Iteration 20F: 3 clusters Score -2646605 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2646711.000000 Penalty: 5169.923828
	Iteration 21Q: 3 clusters Score -2646711 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2646836.750000 Penalty: 5169.923828
	Iteration 22Q: 3 clusters Score -2646837 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2646950.500000 Penalty: 5169.923828
	Iteration 23Q: 3 clusters Score -2646950 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2647062.250000 Penalty: 5169.923828
	Iteration 24Q: 3 clusters Score -2647062 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2647172.500000 Penalty: 5169.923828
	Iteration 25Q: 3 clusters Score -2647172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -2647257.000000 Penalty: 5169.923828
	Iteration 26Q: 3 clusters Score -2647257 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2647337.750000 Penalty: 5169.923828
	Iteration 27Q: 3 clusters Score -2647338 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -2647394.750000 Penalty: 5169.923828
	Iteration 28Q: 3 clusters Score -2647395 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -2647448.250000 Penalty: 5169.923828
	Iteration 29Q: 3 clusters Score -2647448 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2647497 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2647533.000000 Penalty: 5169.923828
	Iteration 31Q: 3 clusters Score -2647533 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -2647576.000000 Penalty: 5169.923828
	Iteration 32Q: 3 clusters Score -2647576 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -2647609.500000 Penalty: 5169.923828
	Iteration 33Q: 3 clusters Score -2647610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -2647633.500000 Penalty: 5169.923828
	Iteration 34Q: 3 clusters Score -2647634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -2647658.500000 Penalty: 5169.923828
	Iteration 35Q: 3 clusters Score -2647658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -2647676.750000 Penalty: 5169.923828
	Iteration 36Q: 3 clusters Score -2647677 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -2647701.500000 Penalty: 5169.923828
	Iteration 37Q: 3 clusters Score -2647702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2647707.000000 Penalty: 5169.923828
	Iteration 38Q: 3 clusters Score -2647707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -2647728.000000 Penalty: 5169.923828
	Iteration 39Q: 3 clusters Score -2647728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -2647737.000000 Penalty: 5169.923828
	Iteration 40F: 3 clusters Score -2647737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -2647751.250000 Penalty: 5169.923828
	Iteration 41Q: 3 clusters Score -2647751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2647761.500000 Penalty: 5169.923828
	Iteration 42Q: 3 clusters Score -2647762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2647773.750000 Penalty: 5169.923828
	Iteration 43Q: 3 clusters Score -2647774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -2647769.000000 Penalty: 5169.923828
	Iteration 44Q: 3 clusters Score -2647769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -2647778.250000 Penalty: 5169.923828
	Iteration 45Q: 3 clusters Score -2647778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2647788.250000 Penalty: 5169.923828
	Iteration 46Q: 3 clusters Score -2647788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -2647790.500000 Penalty: 5169.923828
	Iteration 47Q: 3 clusters Score -2647790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -2647790.500000 Penalty: 5169.923828
	Iteration 48Q: 3 clusters Score -2647790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -2647803.250000 Penalty: 5169.923828
	Iteration 49Q: 3 clusters Score -2647803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -2647807.500000 Penalty: 5169.923828
	Iteration 50Q: 3 clusters Score -2647808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2647807.250000 Penalty: 5169.923828
	Iteration 51Q: 3 clusters Score -2647807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -2647816.750000 Penalty: 5169.923828
	Iteration 52Q: 3 clusters Score -2647817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -2647818.250000 Penalty: 5169.923828
	Iteration 53Q: 3 clusters Score -2647818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2647823.000000 Penalty: 5169.923828
	Iteration 54Q: 3 clusters Score -2647823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -2647828.500000 Penalty: 5169.923828
	Iteration 55Q: 3 clusters Score -2647828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -2647843.250000 Penalty: 5169.923828
	Iteration 56Q: 3 clusters Score -2647843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -2647839.500000 Penalty: 5169.923828
	Iteration 57Q: 3 clusters Score -2647840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -2647850.000000 Penalty: 5169.923828
	Iteration 58Q: 3 clusters Score -2647850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -2647852.750000 Penalty: 5169.923828
	Iteration 59Q: 3 clusters Score -2647853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -2647864.250000 Penalty: 5169.923828
	Iteration 60F: 3 clusters Score -2647864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -2647874.000000 Penalty: 5169.923828
	Iteration 61Q: 3 clusters Score -2647874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -2647874.750000 Penalty: 5169.923828
	Iteration 62Q: 3 clusters Score -2647875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -2647883.500000 Penalty: 5169.923828
	Iteration 63Q: 3 clusters Score -2647884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -2647882.750000 Penalty: 5169.923828
	Iteration 64Q: 3 clusters Score -2647883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -2647881.750000 Penalty: 5169.923828
	Iteration 65Q: 3 clusters Score -2647882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2647881.750000 Penalty: 5169.923828
	Iteration 66Q: 3 clusters Score -2647882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -2647884.250000 Penalty: 5169.923828
	Iteration 67Q: 3 clusters Score -2647884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2647881.750000 Penalty: 5169.923828
	Iteration 68Q: 3 clusters Score -2647882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -2647881.250000 Penalty: 5169.923828
	Iteration 69Q: 3 clusters Score -2647881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -2647881.250000 Penalty: 5169.923828
	Iteration 70Q: 3 clusters Score -2647881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -2647886.750000 Penalty: 5169.923828
	Iteration 71Q: 3 clusters Score -2647887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -2647885.000000 Penalty: 5169.923828
	Iteration 72Q: 3 clusters Score -2647885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -2647887.000000 Penalty: 5169.923828
	Iteration 73Q: 3 clusters Score -2647887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -2647893.000000 Penalty: 5169.923828
	Iteration 74Q: 3 clusters Score -2647893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -2647902.500000 Penalty: 5169.923828
	Iteration 75Q: 3 clusters Score -2647902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -2647906.500000 Penalty: 5169.923828
	Iteration 76Q: 3 clusters Score -2647906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -2647901.500000 Penalty: 5169.923828
	Iteration 77Q: 3 clusters Score -2647902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2647907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -2647916.000000 Penalty: 5169.923828
	Iteration 79Q: 3 clusters Score -2647916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -2647918.250000 Penalty: 5169.923828
	Iteration 80F: 3 clusters Score -2647918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -2647924.000000 Penalty: 5169.923828
	Iteration 81Q: 3 clusters Score -2647924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -2647925.500000 Penalty: 5169.923828
	Iteration 82Q: 3 clusters Score -2647926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2647929.500000 Penalty: 5169.923828
	Iteration 83Q: 3 clusters Score -2647930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -2647929.500000 Penalty: 5169.923828
	Iteration 84Q: 3 clusters Score -2647930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -2647940.500000 Penalty: 5169.923828
	Iteration 85Q: 3 clusters Score -2647940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -2647954.750000 Penalty: 5169.923828
	Iteration 86Q: 3 clusters Score -2647955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -2647954.250000 Penalty: 5169.923828
	Iteration 87Q: 3 clusters Score -2647954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -2647960.750000 Penalty: 5169.923828
	Iteration 88Q: 3 clusters Score -2647961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -2647970.750000 Penalty: 5169.923828
	Iteration 89Q: 3 clusters Score -2647971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -2647972.000000 Penalty: 5169.923828
	Iteration 90Q: 3 clusters Score -2647972 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -2647985.000000 Penalty: 5169.923828
	Iteration 91Q: 3 clusters Score -2647985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -2647986.250000 Penalty: 5169.923828
	Iteration 92Q: 3 clusters Score -2647986 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2648006.750000 Penalty: 5169.923828
	Iteration 93Q: 3 clusters Score -2648007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -2648012.500000 Penalty: 5169.923828
	Iteration 94Q: 3 clusters Score -2648012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -2648026.750000 Penalty: 5169.923828
	Iteration 95Q: 3 clusters Score -2648027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -2648048.250000 Penalty: 5169.923828
	Iteration 96Q: 3 clusters Score -2648048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -2648057.750000 Penalty: 5169.923828
	Iteration 97Q: 3 clusters Score -2648058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -2648068.500000 Penalty: 5169.923828
	Iteration 98Q: 3 clusters Score -2648068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -2648080.250000 Penalty: 5169.923828
	Iteration 99Q: 3 clusters Score -2648080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2648087.000000 Penalty: 5169.923828
	Iteration 100F: 3 clusters Score -2648087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -2648096.250000 Penalty: 5169.923828
	Iteration 101Q: 3 clusters Score -2648096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -2648112.500000 Penalty: 5169.923828
	Iteration 102Q: 3 clusters Score -2648112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -2648124.500000 Penalty: 5169.923828
	Iteration 103Q: 3 clusters Score -2648124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -2648146.250000 Penalty: 5169.923828
	Iteration 104Q: 3 clusters Score -2648146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -2648162.500000 Penalty: 5169.923828
	Iteration 105Q: 3 clusters Score -2648162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -2648167.500000 Penalty: 5169.923828
	Iteration 106Q: 3 clusters Score -2648168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -2648175.500000 Penalty: 5169.923828
	Iteration 107Q: 3 clusters Score -2648176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -2648198.750000 Penalty: 5169.923828
	Iteration 108Q: 3 clusters Score -2648199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -2648207.250000 Penalty: 5169.923828
	Iteration 109Q: 3 clusters Score -2648207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -2648222.250000 Penalty: 5169.923828
	Iteration 110Q: 3 clusters Score -2648222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -2648236.000000 Penalty: 5169.923828
	Iteration 111Q: 3 clusters Score -2648236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -2648234.500000 Penalty: 5169.923828
	Iteration 112Q: 3 clusters Score -2648234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -2648237.250000 Penalty: 5169.923828
	Iteration 113Q: 3 clusters Score -2648237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2648245.000000 Penalty: 5169.923828
	Iteration 114Q: 3 clusters Score -2648245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -2648265.250000 Penalty: 5169.923828
	Iteration 115Q: 3 clusters Score -2648265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2648265.500000 Penalty: 5169.923828
	Iteration 116Q: 3 clusters Score -2648266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -2648272.750000 Penalty: 5169.923828
	Iteration 117Q: 3 clusters Score -2648273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -2648269.500000 Penalty: 5169.923828
	Iteration 118Q: 3 clusters Score -2648270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -2648272.750000 Penalty: 5169.923828
	Iteration 119Q: 3 clusters Score -2648273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -2648274.250000 Penalty: 5169.923828
	Iteration 120F: 3 clusters Score -2648274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -2648274.250000 Penalty: 5169.923828
	Iteration 121Q: 3 clusters Score -2648274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2648278.500000 Penalty: 5169.923828
	Iteration 122Q: 3 clusters Score -2648278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -2648283.750000 Penalty: 5169.923828
	Iteration 123Q: 3 clusters Score -2648284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -2648288.750000 Penalty: 5169.923828
	Iteration 124Q: 3 clusters Score -2648289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -2648287.000000 Penalty: 5169.923828
	Iteration 125Q: 3 clusters Score -2648287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -2648291.000000 Penalty: 5169.923828
	Iteration 126Q: 3 clusters Score -2648291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -2648295.500000 Penalty: 5169.923828
	Iteration 127Q: 3 clusters Score -2648296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -2648297.750000 Penalty: 5169.923828
	Iteration 128Q: 3 clusters Score -2648298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -2648308.500000 Penalty: 5169.923828
	Iteration 129Q: 3 clusters Score -2648308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -2648305.750000 Penalty: 5169.923828
	Iteration 130Q: 3 clusters Score -2648306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -2648311.500000 Penalty: 5169.923828
	Iteration 131Q: 3 clusters Score -2648312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -2648306.000000 Penalty: 5169.923828
	Iteration 132Q: 3 clusters Score -2648306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -2648308.500000 Penalty: 5169.923828
	Iteration 133Q: 3 clusters Score -2648308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -2648306.000000 Penalty: 5169.923828
	Iteration 134Q: 3 clusters Score -2648306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -2648306.000000 Penalty: 5169.923828
	Iteration 135F: 3 clusters Score -2648306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Entering Unmasked Estep 
Score: -3980998.750000 Penalty: 2678.987061
	Iteration 0F: 2 clusters Score -3980999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3947931.000000 Penalty: 5357.974121
	Iteration 0F: 3 clusters Score -3947931 nChanged 22524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3960218.500000 Penalty: 5357.974121
	Iteration 1F: 3 clusters Score -3960218 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3960830.500000 Penalty: 5357.974121
	Iteration 2Q: 3 clusters Score -3960830 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3961579.250000 Penalty: 5357.974121
	Iteration 3Q: 3 clusters Score -3961579 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3962661.250000 Penalty: 5357.974121
	Iteration 4F: 3 clusters Score -3962661 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3964400.000000 Penalty: 5357.974121
	Iteration 5F: 3 clusters Score -3964400 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3967012.750000 Penalty: 5357.974121
	Iteration 6F: 3 clusters Score -3967013 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3970272.250000 Penalty: 5357.974121
	Iteration 7F: 3 clusters Score -3970272 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3973320.750000 Penalty: 5357.974121
	Iteration 8F: 3 clusters Score -3973321 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3975442.750000 Penalty: 5357.974121
	Iteration 9F: 3 clusters Score -3975443 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3976777.000000 Penalty: 5357.974121
	Iteration 10Q: 3 clusters Score -3976777 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3977585.750000 Penalty: 5357.974121
	Iteration 11Q: 3 clusters Score -3977586 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3978008.500000 Penalty: 5357.974121
	Iteration 12Q: 3 clusters Score -3978008 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3978261.250000 Penalty: 5357.974121
	Iteration 13Q: 3 clusters Score -3978261 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3978399.250000 Penalty: 5357.974121
	Iteration 14Q: 3 clusters Score -3978399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3978478.750000 Penalty: 5357.974121
	Iteration 15Q: 3 clusters Score -3978479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3978537.500000 Penalty: 5357.974121
	Iteration 16Q: 3 clusters Score -3978538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3978562.250000 Penalty: 5357.974121
	Iteration 17Q: 3 clusters Score -3978562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3978583.750000 Penalty: 5357.974121
	Iteration 18Q: 3 clusters Score -3978584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3978599.750000 Penalty: 5357.974121
	Iteration 19Q: 3 clusters Score -3978600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3978606.750000 Penalty: 5357.974121
	Iteration 20F: 3 clusters Score -3978607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3978615.500000 Penalty: 5357.974121
	Iteration 21Q: 3 clusters Score -3978616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3978617.000000 Penalty: 5357.974121
	Iteration 22Q: 3 clusters Score -3978617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3978625.500000 Penalty: 5357.974121
	Iteration 23Q: 3 clusters Score -3978626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3978629.750000 Penalty: 5357.974121
	Iteration 24Q: 3 clusters Score -3978630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3978631.500000 Penalty: 5357.974121
	Iteration 25Q: 3 clusters Score -3978632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3978636.750000 Penalty: 5357.974121
	Iteration 26Q: 3 clusters Score -3978637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3978642.000000 Penalty: 5357.974121
	Iteration 27Q: 3 clusters Score -3978642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3978652.000000 Penalty: 5357.974121
	Iteration 28Q: 3 clusters Score -3978652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3978648.500000 Penalty: 5357.974121
	Iteration 29Q: 3 clusters Score -3978648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3978648.500000 Penalty: 5357.974121
	Iteration 30F: 3 clusters Score -3978648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Entering Unmasked Estep 
Score: -3554474.250000 Penalty: 2650.138184
	Iteration 0F: 2 clusters Score -3554474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3524622.000000 Penalty: 5300.276367
	Iteration 0F: 3 clusters Score -3524622 nChanged 20344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3535836.500000 Penalty: 5300.276367
	Iteration 1F: 3 clusters Score -3535836 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3536308.750000 Penalty: 5300.276367
	Iteration 2Q: 3 clusters Score -3536309 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3536726.750000 Penalty: 5300.276367
	Iteration 3Q: 3 clusters Score -3536727 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3537148.000000 Penalty: 5300.276367
	Iteration 4Q: 3 clusters Score -3537148 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3537564.250000 Penalty: 5300.276367
	Iteration 5Q: 3 clusters Score -3537564 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3537997.750000 Penalty: 5300.276367
	Iteration 6Q: 3 clusters Score -3537998 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3538499.000000 Penalty: 5300.276367
	Iteration 7Q: 3 clusters Score -3538499 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3539139.250000 Penalty: 5300.276367
	Iteration 8Q: 3 clusters Score -3539139 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3539984.250000 Penalty: 5300.276367
	Iteration 9Q: 3 clusters Score -3539984 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3541129.750000 Penalty: 5300.276367
	Iteration 10Q: 3 clusters Score -3541130 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3542520.500000 Penalty: 5300.276367
	Iteration 11Q: 3 clusters Score -3542520 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3543824.250000 Penalty: 5300.276367
	Iteration 12F: 3 clusters Score -3543824 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3544743.000000 Penalty: 5300.276367
	Iteration 13Q: 3 clusters Score -3544743 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3545170.750000 Penalty: 5300.276367
	Iteration 14Q: 3 clusters Score -3545171 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3545353.500000 Penalty: 5300.276367
	Iteration 15Q: 3 clusters Score -3545354 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3545448.750000 Penalty: 5300.276367
	Iteration 16Q: 3 clusters Score -3545449 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3545529 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3545589 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3545654 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3545715 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3545776 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3545855 nChanged 368
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Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3545939 nChanged 352
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Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3546016 nChanged 357
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Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3546064 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3546139 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3546224 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3546294 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3546367 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3546492 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3546626 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3546738 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3546859 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3546997 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3547146 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3547326 nChanged 544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3547516 nChanged 560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3547690 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3547846 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3548065 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3548308 nChanged 649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3548594 nChanged 661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3548892 nChanged 666
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Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3549197 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3549508 nChanged 626
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3549817 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3550112 nChanged 563
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Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3550371 nChanged 535
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Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3550640 nChanged 496
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Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3550876 nChanged 458
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Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3551114 nChanged 400
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Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3551280 nChanged 340
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Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 3930 members 
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	Iteration 53Q: 3 clusters Score -3551427 nChanged 301
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Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3551556 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3551655 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3551756 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3551886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3551996 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3552064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3552130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3552185 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3552240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3552263 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3552294 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3552322 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3552341 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3552377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3552410 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3552424.500000 Penalty: 5300.276367
	Iteration 69Q: 3 clusters Score -3552424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3552437.000000 Penalty: 5300.276367
	Iteration 70Q: 3 clusters Score -3552437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3552449.750000 Penalty: 5300.276367
	Iteration 71Q: 3 clusters Score -3552450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3552468.000000 Penalty: 5300.276367
	Iteration 72Q: 3 clusters Score -3552468 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3552469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3552481.750000 Penalty: 5300.276367
	Iteration 74Q: 3 clusters Score -3552482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3552493.000000 Penalty: 5300.276367
	Iteration 75Q: 3 clusters Score -3552493 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3552504.500000 Penalty: 5300.276367
	Iteration 76Q: 3 clusters Score -3552504 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3552517 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3552520 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3552525.000000 Penalty: 5300.276367
	Iteration 79Q: 3 clusters Score -3552525 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3552530.500000 Penalty: 5300.276367
	Iteration 80F: 3 clusters Score -3552530 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3552533.500000 Penalty: 5300.276367
	Iteration 81Q: 3 clusters Score -3552534 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3552535.500000 Penalty: 5300.276367
	Iteration 82Q: 3 clusters Score -3552536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3552535.750000 Penalty: 5300.276367
	Iteration 83Q: 3 clusters Score -3552536 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3552534.250000 Penalty: 5300.276367
	Iteration 84Q: 3 clusters Score -3552534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3552536.500000 Penalty: 5300.276367
	Iteration 85Q: 3 clusters Score -3552536 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3552540.750000 Penalty: 5300.276367
	Iteration 86Q: 3 clusters Score -3552541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3552545.000000 Penalty: 5300.276367
	Iteration 87Q: 3 clusters Score -3552545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3552544.500000 Penalty: 5300.276367
	Iteration 88Q: 3 clusters Score -3552544 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3552548.250000 Penalty: 5300.276367
	Iteration 89Q: 3 clusters Score -3552548 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3552547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3552548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3552549 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3552548 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3552546 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3552547 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3552545 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3552545 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3552552.000000 Penalty: 5300.276367
	Iteration 98Q: 3 clusters Score -3552552 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3552556 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3552556.500000 Penalty: 5300.276367
	Iteration 100F: 3 clusters Score -3552556 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3552553.750000 Penalty: 5300.276367
	Iteration 101Q: 3 clusters Score -3552554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3552545 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3552547 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -3552547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -445341.718750 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -445341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2887 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -440218.4 nChanged 2371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -441586.5 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -441806.4 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -441960 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -442080.781250 Penalty: 4303.502441
	Iteration 4Q: 3 clusters Score -442080.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -442203.843750 Penalty: 4303.502441
	Iteration 5Q: 3 clusters Score -442203.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -442342.406250 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -442342.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -442517.968750 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -442518 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -442797.406250 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -442797.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -443135.875000 Penalty: 4303.502441
	Iteration 9F: 3 clusters Score -443135.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -443550.156250 Penalty: 4303.502441
	Iteration 10F: 3 clusters Score -443550.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -443942.156250 Penalty: 4303.502441
	Iteration 11F: 3 clusters Score -443942.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -444252.937500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -444252.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -444462.406250 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -444462.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -444589.375000 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -444589.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -444676.375000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -444676.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -444740.625000 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -444740.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -444808.468750 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -444808.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -444846.531250 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -444846.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -444871.781250 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -444871.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -444894.687500 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -444894.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -444913.156250 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -444913.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -444925.906250 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -444925.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -444933.218750 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -444933.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -444936.687500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -444936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -444939.343750 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -444939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -444943.656250 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -444943.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -444945.187500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -444945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -444946.468750 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -444946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -444946.687500 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -444946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -444946.937500 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -444946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -444946.812500 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -444946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -444947.343750 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -444947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -444947.531250 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -444947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -444947.531250 Penalty: 4303.502441
	Iteration 34F: 3 clusters Score -444947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -40005.875000 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -40005.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38500.976562 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -38500.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38679.285156 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -38679.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38742.085938 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -38742.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38798.675781 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -38798.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38833.167969 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -38833.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38868.027344 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -38868.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38933.656250 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -38933.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39030.140625 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -39030.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39164.835938 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -39164.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -39399.121094 Penalty: 3086.397705
	Iteration 9F: 3 clusters Score -39399.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39654.722656 Penalty: 3086.397705
	Iteration 10F: 3 clusters Score -39654.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39918.199219 Penalty: 3086.397705
	Iteration 11F: 3 clusters Score -39918.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40169.332031 Penalty: 3086.397705
	Iteration 12F: 3 clusters Score -40169.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40347.812500 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -40347.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40384.972656 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -40384.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40422.371094 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -40422.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40480.546875 Penalty: 3086.397705
	Iteration 16Q: 3 clusters Score -40480.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40543.906250 Penalty: 3086.397705
	Iteration 17Q: 3 clusters Score -40543.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40553.382812 Penalty: 3086.397705
	Iteration 18Q: 3 clusters Score -40553.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40558.960938 Penalty: 3086.397705
	Iteration 19Q: 3 clusters Score -40558.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40561.070312 Penalty: 3086.397705
	Iteration 20F: 3 clusters Score -40561.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 285 members 
Entering Unmasked Estep 
Score: -150814736.000000 Penalty: 246271.468750
Splitting cluster 25 changes total score from -150816256.000000 to -150814736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (142946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Entering Unmasked Estep 
Score: -14020621.000000 Penalty: 2943.815186
	Iteration 0F: 2 clusters Score -1.402062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -13932332.000000 Penalty: 5887.630371
	Iteration 0F: 3 clusters Score -1.393233e+07 nChanged 68486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -13972611.000000 Penalty: 5887.630371
	Iteration 1F: 3 clusters Score -1.397261e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -13973813.000000 Penalty: 5887.630371
	Iteration 2Q: 3 clusters Score -1.397381e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -13975284.000000 Penalty: 5887.630371
	Iteration 3Q: 3 clusters Score -1.397528e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -13977129.000000 Penalty: 5887.630371
	Iteration 4Q: 3 clusters Score -1.397713e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -13979807.000000 Penalty: 5887.630371
	Iteration 5Q: 3 clusters Score -1.397981e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -13983439.000000 Penalty: 5887.630371
	Iteration 6F: 3 clusters Score -1.398344e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -13988307.000000 Penalty: 5887.630371
	Iteration 7F: 3 clusters Score -1.398831e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -13994474.000000 Penalty: 5887.630371
	Iteration 8F: 3 clusters Score -1.399447e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -14000307.000000 Penalty: 5887.630371
	Iteration 9F: 3 clusters Score -1.400031e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -14004761.000000 Penalty: 5887.630371
	Iteration 10F: 3 clusters Score -1.400476e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -14007267.000000 Penalty: 5887.630371
	Iteration 11Q: 3 clusters Score -1.400727e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -14008940.000000 Penalty: 5887.630371
	Iteration 12Q: 3 clusters Score -1.400894e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -14010137.000000 Penalty: 5887.630371
	Iteration 13Q: 3 clusters Score -1.401014e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -14011165.000000 Penalty: 5887.630371
	Iteration 14Q: 3 clusters Score -1.401116e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 113105 members 
Entering Unmasked Estep 
Score: -14012211.000000 Penalty: 5887.630371
	Iteration 15Q: 3 clusters Score -1.401221e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -14013160.000000 Penalty: 5887.630371
	Iteration 16Q: 3 clusters Score -1.401316e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 117321 members 
Entering Unmasked Estep 
Score: -14013893.000000 Penalty: 5887.630371
	Iteration 17Q: 3 clusters Score -1.401389e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 119326 members 
Entering Unmasked Estep 
Score: -14014732.000000 Penalty: 5887.630371
	Iteration 18Q: 3 clusters Score -1.401473e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -14015475.000000 Penalty: 5887.630371
	Iteration 19Q: 3 clusters Score -1.401548e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 123091 members 
Entering Unmasked Estep 
Score: -14016047.000000 Penalty: 5887.630371
	Iteration 20F: 3 clusters Score -1.401605e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 124930 members 
Entering Unmasked Estep 
Score: -14016673.000000 Penalty: 5887.630371
	Iteration 21Q: 3 clusters Score -1.401667e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -14017195.000000 Penalty: 5887.630371
	Iteration 22Q: 3 clusters Score -1.40172e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -14017602.000000 Penalty: 5887.630371
	Iteration 23Q: 3 clusters Score -1.40176e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -14017909.000000 Penalty: 5887.630371
	Iteration 24Q: 3 clusters Score -1.401791e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -14018046.000000 Penalty: 5887.630371
	Iteration 25Q: 3 clusters Score -1.401805e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 132610 members 
Entering Unmasked Estep 
Score: -14018144.000000 Penalty: 5887.630371
	Iteration 26Q: 3 clusters Score -1.401814e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 133705 members 
Entering Unmasked Estep 
Score: -14018226.000000 Penalty: 5887.630371
	Iteration 27Q: 3 clusters Score -1.401823e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 134709 members 
Entering Unmasked Estep 
Score: -14018394.000000 Penalty: 5887.630371
	Iteration 28Q: 3 clusters Score -1.401839e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 135605 members 
Entering Unmasked Estep 
Score: -14018450.000000 Penalty: 5887.630371
	Iteration 29Q: 3 clusters Score -1.401845e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 136405 members 
Entering Unmasked Estep 
Score: -14018576.000000 Penalty: 5887.630371
	Iteration 30Q: 3 clusters Score -1.401858e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -14018673.000000 Penalty: 5887.630371
	Iteration 31Q: 3 clusters Score -1.401867e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 137679 members 
Entering Unmasked Estep 
Score: -14018751.000000 Penalty: 5887.630371
	Iteration 32Q: 3 clusters Score -1.401875e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 138175 members 
Entering Unmasked Estep 
Score: -14018762.000000 Penalty: 5887.630371
	Iteration 33Q: 3 clusters Score -1.401876e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 138602 members 
Entering Unmasked Estep 
Score: -14018781.000000 Penalty: 5887.630371
	Iteration 34Q: 3 clusters Score -1.401878e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 138946 members 
Entering Unmasked Estep 
Score: -14018825.000000 Penalty: 5887.630371
	Iteration 35Q: 3 clusters Score -1.401882e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 139260 members 
Entering Unmasked Estep 
Score: -14018846.000000 Penalty: 5887.630371
	Iteration 36Q: 3 clusters Score -1.401885e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 139521 members 
Entering Unmasked Estep 
Score: -14018822.000000 Penalty: 5887.630371
	Iteration 37Q: 3 clusters Score -1.401882e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -14018877.000000 Penalty: 5887.630371
	Iteration 38Q: 3 clusters Score -1.401888e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -14018886.000000 Penalty: 5887.630371
	Iteration 39Q: 3 clusters Score -1.401889e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 140043 members 
Entering Unmasked Estep 
Score: -14018943.000000 Penalty: 5887.630371
	Iteration 40F: 3 clusters Score -1.401894e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -14018909.000000 Penalty: 5887.630371
	Iteration 41Q: 3 clusters Score -1.401891e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 140279 members 
Entering Unmasked Estep 
Score: -14018931.000000 Penalty: 5887.630371
	Iteration 42Q: 3 clusters Score -1.401893e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 140360 members 
Entering Unmasked Estep 
Score: -14018944.000000 Penalty: 5887.630371
	Iteration 43Q: 3 clusters Score -1.401894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -14018946.000000 Penalty: 5887.630371
	Iteration 44Q: 3 clusters Score -1.401895e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 140507 members 
Entering Unmasked Estep 
Score: -14018932.000000 Penalty: 5887.630371
	Iteration 45Q: 3 clusters Score -1.401893e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 140565 members 
Entering Unmasked Estep 
Score: -14018913.000000 Penalty: 5887.630371
	Iteration 46Q: 3 clusters Score -1.401891e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -14018891.000000 Penalty: 5887.630371
	Iteration 47Q: 3 clusters Score -1.401889e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 140647 members 
Entering Unmasked Estep 
Score: -14018898.000000 Penalty: 5887.630371
	Iteration 48Q: 3 clusters Score -1.40189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 140683 members 
Entering Unmasked Estep 
Score: -14018912.000000 Penalty: 5887.630371
	Iteration 49Q: 3 clusters Score -1.401891e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 140706 members 
Entering Unmasked Estep 
Score: -14018919.000000 Penalty: 5887.630371
	Iteration 50Q: 3 clusters Score -1.401892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 140738 members 
Entering Unmasked Estep 
Score: -14018920.000000 Penalty: 5887.630371
	Iteration 51Q: 3 clusters Score -1.401892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 140757 members 
Entering Unmasked Estep 
Score: -14018921.000000 Penalty: 5887.630371
	Iteration 52Q: 3 clusters Score -1.401892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 140774 members 
Entering Unmasked Estep 
Score: -14018923.000000 Penalty: 5887.630371
	Iteration 53Q: 3 clusters Score -1.401892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -14018934.000000 Penalty: 5887.630371
	Iteration 54Q: 3 clusters Score -1.401893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 140800 members 
Entering Unmasked Estep 
Score: -14018926.000000 Penalty: 5887.630371
	Iteration 55Q: 3 clusters Score -1.401893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 140810 members 
Entering Unmasked Estep 
Score: -14018922.000000 Penalty: 5887.630371
	Iteration 56Q: 3 clusters Score -1.401892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -14018946.000000 Penalty: 5887.630371
	Iteration 57Q: 3 clusters Score -1.401895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 140854 members 
Entering Unmasked Estep 
Score: -14018955.000000 Penalty: 5887.630371
	Iteration 58Q: 3 clusters Score -1.401896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 140865 members 
Entering Unmasked Estep 
Score: -14018975.000000 Penalty: 5887.630371
	Iteration 59Q: 3 clusters Score -1.401898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -14018971.000000 Penalty: 5887.630371
	Iteration 60F: 3 clusters Score -1.401897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 140886 members 
Entering Unmasked Estep 
Score: -14018966.000000 Penalty: 5887.630371
	Iteration 61Q: 3 clusters Score -1.401897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -14018977.000000 Penalty: 5887.630371
	Iteration 62Q: 3 clusters Score -1.401898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -14018967.000000 Penalty: 5887.630371
	Iteration 63Q: 3 clusters Score -1.401897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 140897 members 
Entering Unmasked Estep 
Score: -14018976.000000 Penalty: 5887.630371
	Iteration 64Q: 3 clusters Score -1.401898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -14018975.000000 Penalty: 5887.630371
	Iteration 65Q: 3 clusters Score -1.401898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 140900 members 
Entering Unmasked Estep 
Score: -14018969.000000 Penalty: 5887.630371
	Iteration 66Q: 3 clusters Score -1.401897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 140904 members 
Entering Unmasked Estep 
Score: -14018956.000000 Penalty: 5887.630371
	Iteration 67Q: 3 clusters Score -1.401896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 140907 members 
Entering Unmasked Estep 
Score: -14018946.000000 Penalty: 5887.630371
	Iteration 68Q: 3 clusters Score -1.401895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -14018960.000000 Penalty: 5887.630371
	Iteration 69Q: 3 clusters Score -1.401896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 140911 members 
Entering Unmasked Estep 
Score: -14018959.000000 Penalty: 5887.630371
	Iteration 70Q: 3 clusters Score -1.401896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -14018957.000000 Penalty: 5887.630371
	Iteration 71Q: 3 clusters Score -1.401896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -14018957.000000 Penalty: 5887.630371
	Iteration 72F: 3 clusters Score -1.401896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -214199.375000 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -214199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -210984.437500 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -210984.4 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -211619.109375 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -211619.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -211802.843750 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -211802.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -211922.593750 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -211922.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -212009.343750 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -212009.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -212069.828125 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -212069.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -212114.078125 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -212114.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -212153.765625 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -212153.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -212187.484375 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -212187.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -212216.578125 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -212216.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -212247.046875 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -212247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -212273.718750 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -212273.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -212290.281250 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -212290.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -212305.812500 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -212305.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -212316.296875 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -212316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -212328.515625 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -212328.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -212341.046875 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -212341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -212352.031250 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -212352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -212366.078125 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -212366.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -212379.250000 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -212379.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -212390.796875 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -212390.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -212403.890625 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -212403.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -212415.968750 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -212416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -212429.703125 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -212429.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -212439.031250 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -212439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -212456.062500 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -212456.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -212487.656250 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -212487.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -212531.796875 Penalty: 3942.223877
	Iteration 27Q: 3 clusters Score -212531.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -212569.953125 Penalty: 3942.223877
	Iteration 28Q: 3 clusters Score -212570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -212608.171875 Penalty: 3942.223877
	Iteration 29Q: 3 clusters Score -212608.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -212650.015625 Penalty: 3942.223877
	Iteration 30Q: 3 clusters Score -212650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -212677.625000 Penalty: 3942.223877
	Iteration 31Q: 3 clusters Score -212677.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -212700.687500 Penalty: 3942.223877
	Iteration 32Q: 3 clusters Score -212700.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -212718.796875 Penalty: 3942.223877
	Iteration 33Q: 3 clusters Score -212718.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -212733.187500 Penalty: 3942.223877
	Iteration 34Q: 3 clusters Score -212733.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -212748.156250 Penalty: 3942.223877
	Iteration 35Q: 3 clusters Score -212748.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -212762.953125 Penalty: 3942.223877
	Iteration 36Q: 3 clusters Score -212763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -212778.437500 Penalty: 3942.223877
	Iteration 37Q: 3 clusters Score -212778.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -212794.984375 Penalty: 3942.223877
	Iteration 38Q: 3 clusters Score -212795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -212820.031250 Penalty: 3942.223877
	Iteration 39Q: 3 clusters Score -212820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -212854.687500 Penalty: 3942.223877
	Iteration 40F: 3 clusters Score -212854.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -212912.390625 Penalty: 3942.223877
	Iteration 41Q: 3 clusters Score -212912.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -212966.031250 Penalty: 3942.223877
	Iteration 42Q: 3 clusters Score -212966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -212991.656250 Penalty: 3942.223877
	Iteration 43Q: 3 clusters Score -212991.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -213000.203125 Penalty: 3942.223877
	Iteration 44Q: 3 clusters Score -213000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -213005.328125 Penalty: 3942.223877
	Iteration 45Q: 3 clusters Score -213005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -213008.875000 Penalty: 3942.223877
	Iteration 46Q: 3 clusters Score -213008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -213015.453125 Penalty: 3942.223877
	Iteration 47Q: 3 clusters Score -213015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -213020.140625 Penalty: 3942.223877
	Iteration 48Q: 3 clusters Score -213020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -213024.750000 Penalty: 3942.223877
	Iteration 49Q: 3 clusters Score -213024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -213029.390625 Penalty: 3942.223877
	Iteration 50Q: 3 clusters Score -213029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -213047.328125 Penalty: 3942.223877
	Iteration 51Q: 3 clusters Score -213047.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -213063.953125 Penalty: 3942.223877
	Iteration 52Q: 3 clusters Score -213064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -213072.062500 Penalty: 3942.223877
	Iteration 53Q: 3 clusters Score -213072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -213078.375000 Penalty: 3942.223877
	Iteration 54Q: 3 clusters Score -213078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -213086.234375 Penalty: 3942.223877
	Iteration 55Q: 3 clusters Score -213086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -213090.265625 Penalty: 3942.223877
	Iteration 56Q: 3 clusters Score -213090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -213092.218750 Penalty: 3942.223877
	Iteration 57Q: 3 clusters Score -213092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -213093.828125 Penalty: 3942.223877
	Iteration 58Q: 3 clusters Score -213093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -213094.734375 Penalty: 3942.223877
	Iteration 59Q: 3 clusters Score -213094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -213094.812500 Penalty: 3942.223877
	Iteration 60F: 3 clusters Score -213094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -213095.406250 Penalty: 3942.223877
	Iteration 61Q: 3 clusters Score -213095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -213096.968750 Penalty: 3942.223877
	Iteration 62Q: 3 clusters Score -213097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -213096.968750 Penalty: 3942.223877
	Iteration 63F: 3 clusters Score -213097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -245436.515625 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -245436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -242154.546875 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -242154.5 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -242826.484375 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -242826.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -242970.562500 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -242970.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -243067.406250 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -243067.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -243143.250000 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -243143.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -243185.796875 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -243185.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -243216.671875 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -243216.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -243242.359375 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -243242.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -243263.703125 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -243263.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243279.640625 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -243279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -243292.671875 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -243292.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243304.750000 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -243304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -243316.390625 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -243316.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -243327.343750 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -243327.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -243336.500000 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -243336.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -243345.953125 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -243346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -243354.421875 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -243354.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -243359.187500 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -243359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -243363.078125 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -243363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -243368.062500 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -243368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -243375.109375 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -243375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -243387.078125 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -243387.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -243395.640625 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -243395.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -243403.062500 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -243403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243408.265625 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -243408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -243412.484375 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -243412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -243414.718750 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -243414.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -243417.062500 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -243417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -243419.296875 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -243419.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -243422.828125 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -243422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -243426.812500 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -243426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -243429.296875 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -243429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -243432.437500 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -243432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -243435.515625 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -243435.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -243440.234375 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -243440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -243446.062500 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -243446.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243454.140625 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -243454.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -243462.125000 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -243462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -243468.578125 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -243468.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -243471.765625 Penalty: 3996.459473
	Iteration 39Q: 3 clusters Score -243471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243474.312500 Penalty: 3996.459473
	Iteration 40F: 3 clusters Score -243474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -243475.359375 Penalty: 3996.459473
	Iteration 41Q: 3 clusters Score -243475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -243475.312500 Penalty: 3996.459473
	Iteration 42Q: 3 clusters Score -243475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -243475.312500 Penalty: 3996.459473
	Iteration 43F: 3 clusters Score -243475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Entering Unmasked Estep 
Score: -3026546.500000 Penalty: 2531.169678
	Iteration 0F: 2 clusters Score -3026546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3007926.250000 Penalty: 5062.339355
	Iteration 0F: 3 clusters Score -3007926 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3014659.000000 Penalty: 5062.339355
	Iteration 1F: 3 clusters Score -3014659 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3015092.750000 Penalty: 5062.339355
	Iteration 2Q: 3 clusters Score -3015093 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3015488.500000 Penalty: 5062.339355
	Iteration 3Q: 3 clusters Score -3015488 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3015954.250000 Penalty: 5062.339355
	Iteration 4Q: 3 clusters Score -3015954 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3016513.000000 Penalty: 5062.339355
	Iteration 5Q: 3 clusters Score -3016513 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3017248.750000 Penalty: 5062.339355
	Iteration 6F: 3 clusters Score -3017249 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3018232.500000 Penalty: 5062.339355
	Iteration 7F: 3 clusters Score -3018232 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3019480.750000 Penalty: 5062.339355
	Iteration 8F: 3 clusters Score -3019481 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3020887.000000 Penalty: 5062.339355
	Iteration 9F: 3 clusters Score -3020887 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3022286.000000 Penalty: 5062.339355
	Iteration 10F: 3 clusters Score -3022286 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3023264.750000 Penalty: 5062.339355
	Iteration 11Q: 3 clusters Score -3023265 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3023793.750000 Penalty: 5062.339355
	Iteration 12Q: 3 clusters Score -3023794 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3024056.000000 Penalty: 5062.339355
	Iteration 13Q: 3 clusters Score -3024056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3024212.500000 Penalty: 5062.339355
	Iteration 14Q: 3 clusters Score -3024212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3024285.500000 Penalty: 5062.339355
	Iteration 15Q: 3 clusters Score -3024286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3024327.000000 Penalty: 5062.339355
	Iteration 16Q: 3 clusters Score -3024327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3024354.000000 Penalty: 5062.339355
	Iteration 17Q: 3 clusters Score -3024354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3024367.000000 Penalty: 5062.339355
	Iteration 18Q: 3 clusters Score -3024367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3024381.250000 Penalty: 5062.339355
	Iteration 19Q: 3 clusters Score -3024381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3024379.500000 Penalty: 5062.339355
	Iteration 20F: 3 clusters Score -3024380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3024382.250000 Penalty: 5062.339355
	Iteration 21Q: 3 clusters Score -3024382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3024388.000000 Penalty: 5062.339355
	Iteration 22Q: 3 clusters Score -3024388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3024388.000000 Penalty: 5062.339355
	Iteration 23Q: 3 clusters Score -3024388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3024388.000000 Penalty: 5062.339355
	Iteration 24F: 3 clusters Score -3024388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -250282.093750 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -250282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -247135.125000 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -247135.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -247856.843750 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -247856.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -248167.046875 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -248167 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -248539.062500 Penalty: 3952.801270
	Iteration 3F: 3 clusters Score -248539.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249058.875000 Penalty: 3952.801270
	Iteration 4F: 3 clusters Score -249058.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249552.046875 Penalty: 3952.801270
	Iteration 5F: 3 clusters Score -249552 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -249818.859375 Penalty: 3952.801270
	Iteration 6F: 3 clusters Score -249818.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -249932.546875 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -249932.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -249977.515625 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -249977.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -250000.265625 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -250000.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -250009.140625 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -250009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -250011.578125 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -250011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250012.703125 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -250012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250012.703125 Penalty: 3952.801270
	Iteration 13F: 3 clusters Score -250012.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Entering Unmasked Estep 
Score: -1353957.375000 Penalty: 2417.519287
	Iteration 0F: 2 clusters Score -1353957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1341757.125000 Penalty: 4835.038574
	Iteration 0F: 3 clusters Score -1341757 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1345845.125000 Penalty: 4835.038574
	Iteration 1F: 3 clusters Score -1345845 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1346363.875000 Penalty: 4835.038574
	Iteration 2F: 3 clusters Score -1346364 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1346885.625000 Penalty: 4835.038574
	Iteration 3F: 3 clusters Score -1346886 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1347548.000000 Penalty: 4835.038574
	Iteration 4F: 3 clusters Score -1347548 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1348338.375000 Penalty: 4835.038574
	Iteration 5F: 3 clusters Score -1348338 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1349230.500000 Penalty: 4835.038574
	Iteration 6F: 3 clusters Score -1349230 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1350092.875000 Penalty: 4835.038574
	Iteration 7F: 3 clusters Score -1350093 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1350890.500000 Penalty: 4835.038574
	Iteration 8F: 3 clusters Score -1350890 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1351470.500000 Penalty: 4835.038574
	Iteration 9Q: 3 clusters Score -1351470 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1351910.250000 Penalty: 4835.038574
	Iteration 10Q: 3 clusters Score -1351910 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1352193.250000 Penalty: 4835.038574
	Iteration 11Q: 3 clusters Score -1352193 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1352391.125000 Penalty: 4835.038574
	Iteration 12Q: 3 clusters Score -1352391 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1352544.875000 Penalty: 4835.038574
	Iteration 13Q: 3 clusters Score -1352545 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1352680.375000 Penalty: 4835.038574
	Iteration 14Q: 3 clusters Score -1352680 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1352770.500000 Penalty: 4835.038574
	Iteration 15Q: 3 clusters Score -1352770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1352851.375000 Penalty: 4835.038574
	Iteration 16Q: 3 clusters Score -1352851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1352930.625000 Penalty: 4835.038574
	Iteration 17Q: 3 clusters Score -1352931 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1352978.625000 Penalty: 4835.038574
	Iteration 18Q: 3 clusters Score -1352979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1353021.000000 Penalty: 4835.038574
	Iteration 19Q: 3 clusters Score -1353021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1353049.625000 Penalty: 4835.038574
	Iteration 20F: 3 clusters Score -1353050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1353091.250000 Penalty: 4835.038574
	Iteration 21Q: 3 clusters Score -1353091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1353125.000000 Penalty: 4835.038574
	Iteration 22Q: 3 clusters Score -1353125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1353148.250000 Penalty: 4835.038574
	Iteration 23Q: 3 clusters Score -1353148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1353174.000000 Penalty: 4835.038574
	Iteration 24Q: 3 clusters Score -1353174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1353201.000000 Penalty: 4835.038574
	Iteration 25Q: 3 clusters Score -1353201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1353231.875000 Penalty: 4835.038574
	Iteration 26Q: 3 clusters Score -1353232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1353249.875000 Penalty: 4835.038574
	Iteration 27Q: 3 clusters Score -1353250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1353276.375000 Penalty: 4835.038574
	Iteration 28Q: 3 clusters Score -1353276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1353297.000000 Penalty: 4835.038574
	Iteration 29Q: 3 clusters Score -1353297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1353314.250000 Penalty: 4835.038574
	Iteration 30Q: 3 clusters Score -1353314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1353333.250000 Penalty: 4835.038574
	Iteration 31Q: 3 clusters Score -1353333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1353345.875000 Penalty: 4835.038574
	Iteration 32Q: 3 clusters Score -1353346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1353367.375000 Penalty: 4835.038574
	Iteration 33Q: 3 clusters Score -1353367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1353385.875000 Penalty: 4835.038574
	Iteration 34Q: 3 clusters Score -1353386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1353404.125000 Penalty: 4835.038574
	Iteration 35Q: 3 clusters Score -1353404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1353419.625000 Penalty: 4835.038574
	Iteration 36Q: 3 clusters Score -1353420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1353421.375000 Penalty: 4835.038574
	Iteration 37Q: 3 clusters Score -1353421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1353432.375000 Penalty: 4835.038574
	Iteration 38Q: 3 clusters Score -1353432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1353442.125000 Penalty: 4835.038574
	Iteration 39Q: 3 clusters Score -1353442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1353449.000000 Penalty: 4835.038574
	Iteration 40F: 3 clusters Score -1353449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1353461.750000 Penalty: 4835.038574
	Iteration 41Q: 3 clusters Score -1353462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1353466.375000 Penalty: 4835.038574
	Iteration 42Q: 3 clusters Score -1353466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1353476.250000 Penalty: 4835.038574
	Iteration 43Q: 3 clusters Score -1353476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1353478.750000 Penalty: 4835.038574
	Iteration 44Q: 3 clusters Score -1353479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1353482.250000 Penalty: 4835.038574
	Iteration 45Q: 3 clusters Score -1353482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1353485.000000 Penalty: 4835.038574
	Iteration 46Q: 3 clusters Score -1353485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1353487.625000 Penalty: 4835.038574
	Iteration 47Q: 3 clusters Score -1353488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1353483.125000 Penalty: 4835.038574
	Iteration 48Q: 3 clusters Score -1353483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1353487.375000 Penalty: 4835.038574
	Iteration 49Q: 3 clusters Score -1353487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1353489.500000 Penalty: 4835.038574
	Iteration 50Q: 3 clusters Score -1353490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1353488.375000 Penalty: 4835.038574
	Iteration 51Q: 3 clusters Score -1353488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1353486.125000 Penalty: 4835.038574
	Iteration 52Q: 3 clusters Score -1353486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1353486.625000 Penalty: 4835.038574
	Iteration 53Q: 3 clusters Score -1353487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1353489.000000 Penalty: 4835.038574
	Iteration 54Q: 3 clusters Score -1353489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1353487.250000 Penalty: 4835.038574
	Iteration 55Q: 3 clusters Score -1353487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1353489.500000 Penalty: 4835.038574
	Iteration 56Q: 3 clusters Score -1353490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1353487.500000 Penalty: 4835.038574
	Iteration 57Q: 3 clusters Score -1353488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1353489.875000 Penalty: 4835.038574
	Iteration 58Q: 3 clusters Score -1353490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1353491.625000 Penalty: 4835.038574
	Iteration 59Q: 3 clusters Score -1353492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1353491.750000 Penalty: 4835.038574
	Iteration 60F: 3 clusters Score -1353492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1353490.625000 Penalty: 4835.038574
	Iteration 61Q: 3 clusters Score -1353491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1353495.375000 Penalty: 4835.038574
	Iteration 62Q: 3 clusters Score -1353495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1353495.125000 Penalty: 4835.038574
	Iteration 63Q: 3 clusters Score -1353495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1353499.375000 Penalty: 4835.038574
	Iteration 64Q: 3 clusters Score -1353499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1353498.250000 Penalty: 4835.038574
	Iteration 65Q: 3 clusters Score -1353498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1353499.000000 Penalty: 4835.038574
	Iteration 66Q: 3 clusters Score -1353499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1353499.750000 Penalty: 4835.038574
	Iteration 67Q: 3 clusters Score -1353500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1353498.000000 Penalty: 4835.038574
	Iteration 68Q: 3 clusters Score -1353498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1353501.000000 Penalty: 4835.038574
	Iteration 69Q: 3 clusters Score -1353501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1353502.375000 Penalty: 4835.038574
	Iteration 70Q: 3 clusters Score -1353502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1353500.500000 Penalty: 4835.038574
	Iteration 71Q: 3 clusters Score -1353500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1353500.500000 Penalty: 4835.038574
	Iteration 72F: 3 clusters Score -1353500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -1489764.625000 Penalty: 2436.018799
	Iteration 0F: 2 clusters Score -1489765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1476687.500000 Penalty: 4872.037598
	Iteration 0F: 3 clusters Score -1476688 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1481060.500000 Penalty: 4872.037598
	Iteration 1F: 3 clusters Score -1481060 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1481508.375000 Penalty: 4872.037598
	Iteration 2F: 3 clusters Score -1481508 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1481966.250000 Penalty: 4872.037598
	Iteration 3F: 3 clusters Score -1481966 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1482448.625000 Penalty: 4872.037598
	Iteration 4F: 3 clusters Score -1482449 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1483113.875000 Penalty: 4872.037598
	Iteration 5F: 3 clusters Score -1483114 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1483911.625000 Penalty: 4872.037598
	Iteration 6F: 3 clusters Score -1483912 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1484670.125000 Penalty: 4872.037598
	Iteration 7F: 3 clusters Score -1484670 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1485343.250000 Penalty: 4872.037598
	Iteration 8F: 3 clusters Score -1485343 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1485833.250000 Penalty: 4872.037598
	Iteration 9Q: 3 clusters Score -1485833 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1486142.000000 Penalty: 4872.037598
	Iteration 10Q: 3 clusters Score -1486142 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1486373.625000 Penalty: 4872.037598
	Iteration 11Q: 3 clusters Score -1486374 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1486552.250000 Penalty: 4872.037598
	Iteration 12Q: 3 clusters Score -1486552 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1486696.875000 Penalty: 4872.037598
	Iteration 13Q: 3 clusters Score -1486697 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1486817.875000 Penalty: 4872.037598
	Iteration 14Q: 3 clusters Score -1486818 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1486918.250000 Penalty: 4872.037598
	Iteration 15Q: 3 clusters Score -1486918 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1486995.500000 Penalty: 4872.037598
	Iteration 16Q: 3 clusters Score -1486996 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1487062.000000 Penalty: 4872.037598
	Iteration 17Q: 3 clusters Score -1487062 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1487125.625000 Penalty: 4872.037598
	Iteration 18Q: 3 clusters Score -1487126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1487194.625000 Penalty: 4872.037598
	Iteration 19Q: 3 clusters Score -1487195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1487264.750000 Penalty: 4872.037598
	Iteration 20F: 3 clusters Score -1487265 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1487321.125000 Penalty: 4872.037598
	Iteration 21Q: 3 clusters Score -1487321 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1487356.375000 Penalty: 4872.037598
	Iteration 22Q: 3 clusters Score -1487356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1487392.000000 Penalty: 4872.037598
	Iteration 23Q: 3 clusters Score -1487392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1487424.000000 Penalty: 4872.037598
	Iteration 24Q: 3 clusters Score -1487424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1487452.875000 Penalty: 4872.037598
	Iteration 25Q: 3 clusters Score -1487453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1487474.125000 Penalty: 4872.037598
	Iteration 26Q: 3 clusters Score -1487474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1487487.375000 Penalty: 4872.037598
	Iteration 27Q: 3 clusters Score -1487487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1487505.250000 Penalty: 4872.037598
	Iteration 28Q: 3 clusters Score -1487505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1487533.875000 Penalty: 4872.037598
	Iteration 29Q: 3 clusters Score -1487534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1487552.000000 Penalty: 4872.037598
	Iteration 30Q: 3 clusters Score -1487552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1487578.000000 Penalty: 4872.037598
	Iteration 31Q: 3 clusters Score -1487578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1487595.625000 Penalty: 4872.037598
	Iteration 32Q: 3 clusters Score -1487596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1487608.375000 Penalty: 4872.037598
	Iteration 33Q: 3 clusters Score -1487608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1487619.875000 Penalty: 4872.037598
	Iteration 34Q: 3 clusters Score -1487620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1487630.375000 Penalty: 4872.037598
	Iteration 35Q: 3 clusters Score -1487630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1487635.750000 Penalty: 4872.037598
	Iteration 36Q: 3 clusters Score -1487636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1487642.125000 Penalty: 4872.037598
	Iteration 37Q: 3 clusters Score -1487642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1487647.875000 Penalty: 4872.037598
	Iteration 38Q: 3 clusters Score -1487648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1487652.250000 Penalty: 4872.037598
	Iteration 39Q: 3 clusters Score -1487652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1487658.125000 Penalty: 4872.037598
	Iteration 40F: 3 clusters Score -1487658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1487667.000000 Penalty: 4872.037598
	Iteration 41Q: 3 clusters Score -1487667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1487671.000000 Penalty: 4872.037598
	Iteration 42Q: 3 clusters Score -1487671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1487676.500000 Penalty: 4872.037598
	Iteration 43Q: 3 clusters Score -1487676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1487678.250000 Penalty: 4872.037598
	Iteration 44Q: 3 clusters Score -1487678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1487678.500000 Penalty: 4872.037598
	Iteration 45Q: 3 clusters Score -1487678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1487682.125000 Penalty: 4872.037598
	Iteration 46Q: 3 clusters Score -1487682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1487684.500000 Penalty: 4872.037598
	Iteration 47Q: 3 clusters Score -1487684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1487688.750000 Penalty: 4872.037598
	Iteration 48Q: 3 clusters Score -1487689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1487695.750000 Penalty: 4872.037598
	Iteration 49Q: 3 clusters Score -1487696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1487695.750000 Penalty: 4872.037598
	Iteration 50Q: 3 clusters Score -1487696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1487699.000000 Penalty: 4872.037598
	Iteration 51Q: 3 clusters Score -1487699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1487704.625000 Penalty: 4872.037598
	Iteration 52Q: 3 clusters Score -1487705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1487706.125000 Penalty: 4872.037598
	Iteration 53Q: 3 clusters Score -1487706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1487710.625000 Penalty: 4872.037598
	Iteration 54Q: 3 clusters Score -1487711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1487714.250000 Penalty: 4872.037598
	Iteration 55Q: 3 clusters Score -1487714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1487716.500000 Penalty: 4872.037598
	Iteration 56Q: 3 clusters Score -1487716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1487721.750000 Penalty: 4872.037598
	Iteration 57Q: 3 clusters Score -1487722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1487720.375000 Penalty: 4872.037598
	Iteration 58Q: 3 clusters Score -1487720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1487721.625000 Penalty: 4872.037598
	Iteration 59Q: 3 clusters Score -1487722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1487725.000000 Penalty: 4872.037598
	Iteration 60F: 3 clusters Score -1487725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1487722.250000 Penalty: 4872.037598
	Iteration 61Q: 3 clusters Score -1487722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1487724.500000 Penalty: 4872.037598
	Iteration 62Q: 3 clusters Score -1487724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1487723.500000 Penalty: 4872.037598
	Iteration 63Q: 3 clusters Score -1487724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1487725.250000 Penalty: 4872.037598
	Iteration 64Q: 3 clusters Score -1487725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1487725.250000 Penalty: 4872.037598
	Iteration 65F: 3 clusters Score -1487725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -391894.843750 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -391894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -387348.562500 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -387348.6 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -388512.500000 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -388512.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -388780.468750 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -388780.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -388970.375000 Penalty: 4225.914551
	Iteration 3F: 3 clusters Score -388970.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -389155.093750 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -389155.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -389319.625000 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -389319.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -389480.406250 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -389480.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -389725.187500 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -389725.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -389990.437500 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -389990.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -390221.656250 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -390221.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -390413.562500 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -390413.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -390552.125000 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -390552.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -390668.125000 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -390668.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -390747.125000 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -390747.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -390809.250000 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -390809.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -390842.156250 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -390842.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -390866.093750 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -390866.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -390896.343750 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -390896.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -390935.281250 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -390935.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -390982.625000 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -390982.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -391050.750000 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -391050.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -391128.437500 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -391128.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -391170.593750 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -391170.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -391189.968750 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -391190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -391200.625000 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -391200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -391208.000000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -391208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -391212.937500 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -391212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -391217.000000 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -391217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -391218.750000 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -391218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -391221.187500 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -391221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -391222.187500 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -391222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -391223.750000 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -391223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -391224.625000 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -391224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -391228.250000 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -391228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -391229.406250 Penalty: 4225.914551
	Iteration 34Q: 3 clusters Score -391229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -391231.187500 Penalty: 4225.914551
	Iteration 35Q: 3 clusters Score -391231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -391232.718750 Penalty: 4225.914551
	Iteration 36Q: 3 clusters Score -391232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -391233.000000 Penalty: 4225.914551
	Iteration 37Q: 3 clusters Score -391233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -391233.000000 Penalty: 4225.914551
	Iteration 38F: 3 clusters Score -391233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -385386.125000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -385386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -380882.843750 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -380882.8 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -381948.562500 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -381948.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -382176.031250 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -382176 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -382320.312500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -382320.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -382440.250000 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -382440.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -382549.750000 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -382549.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -382639.687500 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -382639.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -382705.437500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -382705.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -382759.281250 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -382759.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -382794.000000 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -382794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -382823.937500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -382823.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -382856.437500 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -382856.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -382882.031250 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -382882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -382905.562500 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -382905.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -382927.531250 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -382927.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -382947.187500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -382947.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -382960.500000 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -382960.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -382969.437500 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -382969.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -382984.625000 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -382984.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -383006.156250 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -383006.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -383034.687500 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -383034.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -383061.312500 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -383061.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -383085.125000 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -383085.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -383097.937500 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -383097.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -383112.156250 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -383112.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -383128.750000 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -383128.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -383147.562500 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -383147.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -383167.812500 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -383167.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -383187.000000 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -383187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -383205.062500 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -383205.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -383219.968750 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -383220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -383233.750000 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -383233.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -383246.281250 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -383246.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -383254.031250 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -383254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -383263.187500 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -383263.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -383273.125000 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -383273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -383278.406250 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -383278.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -383287.218750 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -383287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -383295.250000 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -383295.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -383305.250000 Penalty: 4217.333496
	Iteration 39Q: 3 clusters Score -383305.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -383316.687500 Penalty: 4217.333496
	Iteration 40F: 3 clusters Score -383316.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -383329.062500 Penalty: 4217.333496
	Iteration 41Q: 3 clusters Score -383329.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -383339.937500 Penalty: 4217.333496
	Iteration 42Q: 3 clusters Score -383339.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -383356.656250 Penalty: 4217.333496
	Iteration 43Q: 3 clusters Score -383356.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -383377.906250 Penalty: 4217.333496
	Iteration 44Q: 3 clusters Score -383377.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -383409.031250 Penalty: 4217.333496
	Iteration 45Q: 3 clusters Score -383409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -383449.062500 Penalty: 4217.333496
	Iteration 46Q: 3 clusters Score -383449.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -383494.156250 Penalty: 4217.333496
	Iteration 47Q: 3 clusters Score -383494.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -383560.875000 Penalty: 4217.333496
	Iteration 48Q: 3 clusters Score -383560.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -383629.156250 Penalty: 4217.333496
	Iteration 49Q: 3 clusters Score -383629.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -383698.000000 Penalty: 4217.333496
	Iteration 50Q: 3 clusters Score -383698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -383758.937500 Penalty: 4217.333496
	Iteration 51Q: 3 clusters Score -383758.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -383798.437500 Penalty: 4217.333496
	Iteration 52Q: 3 clusters Score -383798.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -383825.562500 Penalty: 4217.333496
	Iteration 53Q: 3 clusters Score -383825.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -383836.812500 Penalty: 4217.333496
	Iteration 54Q: 3 clusters Score -383836.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -383846.625000 Penalty: 4217.333496
	Iteration 55Q: 3 clusters Score -383846.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -383860.312500 Penalty: 4217.333496
	Iteration 56Q: 3 clusters Score -383860.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -383873.781250 Penalty: 4217.333496
	Iteration 57Q: 3 clusters Score -383873.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -383885.312500 Penalty: 4217.333496
	Iteration 58Q: 3 clusters Score -383885.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -383892.343750 Penalty: 4217.333496
	Iteration 59Q: 3 clusters Score -383892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -383897.843750 Penalty: 4217.333496
	Iteration 60F: 3 clusters Score -383897.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -383903.750000 Penalty: 4217.333496
	Iteration 61Q: 3 clusters Score -383903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -383907.250000 Penalty: 4217.333496
	Iteration 62Q: 3 clusters Score -383907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -383910.750000 Penalty: 4217.333496
	Iteration 63Q: 3 clusters Score -383910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -383914.406250 Penalty: 4217.333496
	Iteration 64Q: 3 clusters Score -383914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -383917.156250 Penalty: 4217.333496
	Iteration 65Q: 3 clusters Score -383917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -383918.062500 Penalty: 4217.333496
	Iteration 66Q: 3 clusters Score -383918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -383921.406250 Penalty: 4217.333496
	Iteration 67Q: 3 clusters Score -383921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -383922.093750 Penalty: 4217.333496
	Iteration 68Q: 3 clusters Score -383922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -383923.281250 Penalty: 4217.333496
	Iteration 69Q: 3 clusters Score -383923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -383923.531250 Penalty: 4217.333496
	Iteration 70Q: 3 clusters Score -383923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -383923.968750 Penalty: 4217.333496
	Iteration 71Q: 3 clusters Score -383924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -383925.625000 Penalty: 4217.333496
	Iteration 72Q: 3 clusters Score -383925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -383926.250000 Penalty: 4217.333496
	Iteration 73Q: 3 clusters Score -383926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -383927.250000 Penalty: 4217.333496
	Iteration 74Q: 3 clusters Score -383927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -383927.937500 Penalty: 4217.333496
	Iteration 75Q: 3 clusters Score -383927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -383927.937500 Penalty: 4217.333496
	Iteration 76F: 3 clusters Score -383927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -120852.835938 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -120852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -118216.359375 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -118216.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -119172.921875 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -119172.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -119601.437500 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -119601.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -119879.835938 Penalty: 3787.589600
	Iteration 3F: 3 clusters Score -119879.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -120020.710938 Penalty: 3787.589600
	Iteration 4F: 3 clusters Score -120020.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -120094.789062 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -120094.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -120132.117188 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -120132.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -120162.476562 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -120162.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -120201.882812 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -120201.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -120228.796875 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -120228.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -120256.476562 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -120256.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -120301.828125 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -120301.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -120363.046875 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -120363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120433.218750 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -120433.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -120531.156250 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -120531.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -120607.156250 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -120607.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -120658.546875 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -120658.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -120694.289062 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -120694.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -120715.484375 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -120715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -120736.109375 Penalty: 3787.589600
	Iteration 19Q: 3 clusters Score -120736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -120764.070312 Penalty: 3787.589600
	Iteration 20F: 3 clusters Score -120764.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -120823.617188 Penalty: 3787.589600
	Iteration 21Q: 3 clusters Score -120823.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -120876.289062 Penalty: 3787.589600
	Iteration 22Q: 3 clusters Score -120876.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -120926.718750 Penalty: 3787.589600
	Iteration 23Q: 3 clusters Score -120926.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -120956.250000 Penalty: 3787.589600
	Iteration 24Q: 3 clusters Score -120956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -120986.304688 Penalty: 3787.589600
	Iteration 25Q: 3 clusters Score -120986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -121006.085938 Penalty: 3787.589600
	Iteration 26Q: 3 clusters Score -121006.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -121022.250000 Penalty: 3787.589600
	Iteration 27Q: 3 clusters Score -121022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -121044.476562 Penalty: 3787.589600
	Iteration 28Q: 3 clusters Score -121044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -121071.085938 Penalty: 3787.589600
	Iteration 29Q: 3 clusters Score -121071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -121087.812500 Penalty: 3787.589600
	Iteration 30Q: 3 clusters Score -121087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -121095.265625 Penalty: 3787.589600
	Iteration 31Q: 3 clusters Score -121095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -121101.953125 Penalty: 3787.589600
	Iteration 32Q: 3 clusters Score -121102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -121105.664062 Penalty: 3787.589600
	Iteration 33Q: 3 clusters Score -121105.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -121112.031250 Penalty: 3787.589600
	Iteration 34Q: 3 clusters Score -121112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -121119.078125 Penalty: 3787.589600
	Iteration 35Q: 3 clusters Score -121119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -121136.210938 Penalty: 3787.589600
	Iteration 36Q: 3 clusters Score -121136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -121159.976562 Penalty: 3787.589600
	Iteration 37Q: 3 clusters Score -121160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -121208.648438 Penalty: 3787.589600
	Iteration 38Q: 3 clusters Score -121208.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -121244.742188 Penalty: 3787.589600
	Iteration 39Q: 3 clusters Score -121244.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -121261.085938 Penalty: 3787.589600
	Iteration 40F: 3 clusters Score -121261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -121268.492188 Penalty: 3787.589600
	Iteration 41Q: 3 clusters Score -121268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -121273.546875 Penalty: 3787.589600
	Iteration 42Q: 3 clusters Score -121273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -121273.992188 Penalty: 3787.589600
	Iteration 43Q: 3 clusters Score -121274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -121273.992188 Penalty: 3787.589600
	Iteration 44F: 3 clusters Score -121274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 949 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 1123 members 
Entering Unmasked Estep 
Score: -150814992.000000 Penalty: 246271.468750
Splitting cluster 35 changes total score from -150816256.000000 to -150814992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -428460.156250 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -428460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -423712.562500 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -423712.6 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -424893.343750 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -424893.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -425143.218750 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -425143.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -425324.062500 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -425324.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -425468.468750 Penalty: 4272.702637
	Iteration 4Q: 3 clusters Score -425468.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -425582.843750 Penalty: 4272.702637
	Iteration 5Q: 3 clusters Score -425582.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -425663.656250 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -425663.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -425739.593750 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -425739.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -425804.187500 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -425804.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -425876.593750 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -425876.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -425941.750000 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -425941.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -426014.875000 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -426014.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -426076.468750 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -426076.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -426137.093750 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -426137.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -426195.093750 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -426195.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -426253.156250 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -426253.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -426308.843750 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -426308.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -426384.437500 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -426384.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -426458.406250 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -426458.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -426561.343750 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -426561.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -426671.250000 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -426671.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -426774.468750 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -426774.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -426849.250000 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -426849.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -426895.000000 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -426895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -426922.437500 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -426922.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -426942.906250 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -426942.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -426958.968750 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -426959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -426970.968750 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -426971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -426984.000000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -426984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -426997.500000 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -426997.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -427012.406250 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -427012.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -427026.500000 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -427026.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -427039.593750 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -427039.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -427053.000000 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -427053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -427064.031250 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -427064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -427074.281250 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -427074.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -427082.812500 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -427082.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -427090.406250 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -427090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -427092.156250 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -427092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -427095.062500 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -427095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -427100.156250 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -427100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -427101.000000 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -427101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -427102.093750 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -427102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -427102.031250 Penalty: 4272.702637
	Iteration 43Q: 3 clusters Score -427102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -427102.968750 Penalty: 4272.702637
	Iteration 44Q: 3 clusters Score -427103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -427104.687500 Penalty: 4272.702637
	Iteration 45Q: 3 clusters Score -427104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -427107.468750 Penalty: 4272.702637
	Iteration 46Q: 3 clusters Score -427107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -427109.125000 Penalty: 4272.702637
	Iteration 47Q: 3 clusters Score -427109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -427111.625000 Penalty: 4272.702637
	Iteration 48Q: 3 clusters Score -427111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -427112.812500 Penalty: 4272.702637
	Iteration 49Q: 3 clusters Score -427112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -427112.812500 Penalty: 4272.702637
	Iteration 50F: 3 clusters Score -427112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -962416.000000 Penalty: 2328.925049
	Iteration 0F: 2 clusters Score -962416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -953388.625000 Penalty: 4657.850098
	Iteration 0F: 3 clusters Score -953388.6 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -955992.062500 Penalty: 4657.850098
	Iteration 1F: 3 clusters Score -955992.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -956303.437500 Penalty: 4657.850098
	Iteration 2F: 3 clusters Score -956303.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -956619.625000 Penalty: 4657.850098
	Iteration 3F: 3 clusters Score -956619.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -956977.125000 Penalty: 4657.850098
	Iteration 4F: 3 clusters Score -956977.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -957378.000000 Penalty: 4657.850098
	Iteration 5F: 3 clusters Score -957378 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -957840.062500 Penalty: 4657.850098
	Iteration 6F: 3 clusters Score -957840.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -958347.937500 Penalty: 4657.850098
	Iteration 7F: 3 clusters Score -958347.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -958833.187500 Penalty: 4657.850098
	Iteration 8F: 3 clusters Score -958833.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -959322.375000 Penalty: 4657.850098
	Iteration 9F: 3 clusters Score -959322.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -959711.125000 Penalty: 4657.850098
	Iteration 10Q: 3 clusters Score -959711.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -960011.875000 Penalty: 4657.850098
	Iteration 11Q: 3 clusters Score -960011.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -960283.937500 Penalty: 4657.850098
	Iteration 12Q: 3 clusters Score -960283.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -960488.687500 Penalty: 4657.850098
	Iteration 13Q: 3 clusters Score -960488.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -960617.375000 Penalty: 4657.850098
	Iteration 14Q: 3 clusters Score -960617.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -960702.500000 Penalty: 4657.850098
	Iteration 15Q: 3 clusters Score -960702.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -960760.250000 Penalty: 4657.850098
	Iteration 16Q: 3 clusters Score -960760.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -960798.187500 Penalty: 4657.850098
	Iteration 17Q: 3 clusters Score -960798.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -960814.062500 Penalty: 4657.850098
	Iteration 18Q: 3 clusters Score -960814.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -960823.500000 Penalty: 4657.850098
	Iteration 19Q: 3 clusters Score -960823.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -960826.625000 Penalty: 4657.850098
	Iteration 20F: 3 clusters Score -960826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -960828.562500 Penalty: 4657.850098
	Iteration 21Q: 3 clusters Score -960828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -960831.000000 Penalty: 4657.850098
	Iteration 22Q: 3 clusters Score -960831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -960831.875000 Penalty: 4657.850098
	Iteration 23Q: 3 clusters Score -960831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -960832.937500 Penalty: 4657.850098
	Iteration 24Q: 3 clusters Score -960832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -960833.062500 Penalty: 4657.850098
	Iteration 25Q: 3 clusters Score -960833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -960831.937500 Penalty: 4657.850098
	Iteration 26Q: 3 clusters Score -960831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -960831.937500 Penalty: 4657.850098
	Iteration 27F: 3 clusters Score -960831.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -310415.687500 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -310415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -306565.312500 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -306565.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -307466.093750 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -307466.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -307630.812500 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -307630.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -307727.750000 Penalty: 4095.791748
	Iteration 3Q: 3 clusters Score -307727.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -307795.875000 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -307795.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -307847.281250 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -307847.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -307889.343750 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -307889.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -307921.218750 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -307921.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -307948.625000 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -307948.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -307967.593750 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -307967.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -307984.968750 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -307985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -307998.500000 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -307998.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -308011.500000 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -308011.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -308021.250000 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -308021.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -308035.000000 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -308035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -308049.437500 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -308049.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -308065.031250 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -308065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -308075.312500 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -308075.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -308084.906250 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -308084.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -308094.218750 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -308094.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -308104.593750 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -308104.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -308113.656250 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -308113.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -308120.937500 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -308120.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -308129.750000 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -308129.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -308138.531250 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -308138.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -308147.250000 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -308147.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -308158.250000 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -308158.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -308166.937500 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -308166.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -308175.843750 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -308175.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -308183.031250 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -308183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -308187.718750 Penalty: 4095.791748
	Iteration 30Q: 3 clusters Score -308187.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -308191.093750 Penalty: 4095.791748
	Iteration 31Q: 3 clusters Score -308191.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -308194.781250 Penalty: 4095.791748
	Iteration 32Q: 3 clusters Score -308194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -308200.000000 Penalty: 4095.791748
	Iteration 33Q: 3 clusters Score -308200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -308206.625000 Penalty: 4095.791748
	Iteration 34Q: 3 clusters Score -308206.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -308213.906250 Penalty: 4095.791748
	Iteration 35Q: 3 clusters Score -308213.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -308222.406250 Penalty: 4095.791748
	Iteration 36Q: 3 clusters Score -308222.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -308233.218750 Penalty: 4095.791748
	Iteration 37Q: 3 clusters Score -308233.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -308245.218750 Penalty: 4095.791748
	Iteration 38Q: 3 clusters Score -308245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -308252.000000 Penalty: 4095.791748
	Iteration 39Q: 3 clusters Score -308252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -308261.687500 Penalty: 4095.791748
	Iteration 40F: 3 clusters Score -308261.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -308267.781250 Penalty: 4095.791748
	Iteration 41Q: 3 clusters Score -308267.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308276.218750 Penalty: 4095.791748
	Iteration 42Q: 3 clusters Score -308276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -308286.843750 Penalty: 4095.791748
	Iteration 43Q: 3 clusters Score -308286.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -308297.906250 Penalty: 4095.791748
	Iteration 44Q: 3 clusters Score -308297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -308308.500000 Penalty: 4095.791748
	Iteration 45Q: 3 clusters Score -308308.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -308319.125000 Penalty: 4095.791748
	Iteration 46Q: 3 clusters Score -308319.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -308330.968750 Penalty: 4095.791748
	Iteration 47Q: 3 clusters Score -308331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -308337.562500 Penalty: 4095.791748
	Iteration 48Q: 3 clusters Score -308337.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -308347.531250 Penalty: 4095.791748
	Iteration 49Q: 3 clusters Score -308347.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -308353.812500 Penalty: 4095.791748
	Iteration 50Q: 3 clusters Score -308353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -308355.875000 Penalty: 4095.791748
	Iteration 51Q: 3 clusters Score -308355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -308358.375000 Penalty: 4095.791748
	Iteration 52Q: 3 clusters Score -308358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -308360.562500 Penalty: 4095.791748
	Iteration 53Q: 3 clusters Score -308360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -308361.656250 Penalty: 4095.791748
	Iteration 54Q: 3 clusters Score -308361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -308363.656250 Penalty: 4095.791748
	Iteration 55Q: 3 clusters Score -308363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -308366.375000 Penalty: 4095.791748
	Iteration 56Q: 3 clusters Score -308366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -308368.843750 Penalty: 4095.791748
	Iteration 57Q: 3 clusters Score -308368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -308372.812500 Penalty: 4095.791748
	Iteration 58Q: 3 clusters Score -308372.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308377.187500 Penalty: 4095.791748
	Iteration 59Q: 3 clusters Score -308377.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -308382.781250 Penalty: 4095.791748
	Iteration 60F: 3 clusters Score -308382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -308385.593750 Penalty: 4095.791748
	Iteration 61Q: 3 clusters Score -308385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -308386.812500 Penalty: 4095.791748
	Iteration 62Q: 3 clusters Score -308386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -308389.000000 Penalty: 4095.791748
	Iteration 63Q: 3 clusters Score -308389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -308392.375000 Penalty: 4095.791748
	Iteration 64Q: 3 clusters Score -308392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -308394.625000 Penalty: 4095.791748
	Iteration 65Q: 3 clusters Score -308394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -308396.843750 Penalty: 4095.791748
	Iteration 66Q: 3 clusters Score -308396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -308398.937500 Penalty: 4095.791748
	Iteration 67Q: 3 clusters Score -308398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -308401.562500 Penalty: 4095.791748
	Iteration 68Q: 3 clusters Score -308401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -308404.343750 Penalty: 4095.791748
	Iteration 69Q: 3 clusters Score -308404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308407.156250 Penalty: 4095.791748
	Iteration 70Q: 3 clusters Score -308407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308409.562500 Penalty: 4095.791748
	Iteration 71Q: 3 clusters Score -308409.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -308411.281250 Penalty: 4095.791748
	Iteration 72Q: 3 clusters Score -308411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -308412.187500 Penalty: 4095.791748
	Iteration 73Q: 3 clusters Score -308412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -308413.343750 Penalty: 4095.791748
	Iteration 74Q: 3 clusters Score -308413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -308413.343750 Penalty: 4095.791748
	Iteration 75F: 3 clusters Score -308413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -158859.593750 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -158859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -156122.750000 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -156122.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -156660.671875 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -156660.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -156848.765625 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -156848.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -156962.187500 Penalty: 3809.825195
	Iteration 3F: 3 clusters Score -156962.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -157037.453125 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -157037.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -157091.406250 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -157091.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -157141.781250 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -157141.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -157184.203125 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -157184.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -157220.000000 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -157220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -157242.796875 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -157242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157258.781250 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -157258.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -157269.750000 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -157269.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -157278.968750 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -157279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -157288.343750 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -157288.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -157295.234375 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -157295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -157304.250000 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -157304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -157312.718750 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -157312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -157318.468750 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -157318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -157323.171875 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -157323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -157329.171875 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -157329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -157339.703125 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -157339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -157346.546875 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -157346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -157350.906250 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -157350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -157354.796875 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -157354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -157356.937500 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -157356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -157359.687500 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -157359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -157362.531250 Penalty: 3809.825195
	Iteration 26Q: 3 clusters Score -157362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -157365.343750 Penalty: 3809.825195
	Iteration 27Q: 3 clusters Score -157365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -157368.359375 Penalty: 3809.825195
	Iteration 28Q: 3 clusters Score -157368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -157374.515625 Penalty: 3809.825195
	Iteration 29Q: 3 clusters Score -157374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -157378.250000 Penalty: 3809.825195
	Iteration 30Q: 3 clusters Score -157378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -157389.796875 Penalty: 3809.825195
	Iteration 31Q: 3 clusters Score -157389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -157399.015625 Penalty: 3809.825195
	Iteration 32Q: 3 clusters Score -157399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -157405.109375 Penalty: 3809.825195
	Iteration 33Q: 3 clusters Score -157405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -157406.546875 Penalty: 3809.825195
	Iteration 34Q: 3 clusters Score -157406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -157410.031250 Penalty: 3809.825195
	Iteration 35Q: 3 clusters Score -157410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -157414.125000 Penalty: 3809.825195
	Iteration 36Q: 3 clusters Score -157414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -157418.000000 Penalty: 3809.825195
	Iteration 37Q: 3 clusters Score -157418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -157419.718750 Penalty: 3809.825195
	Iteration 38Q: 3 clusters Score -157419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -157422.375000 Penalty: 3809.825195
	Iteration 39Q: 3 clusters Score -157422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -157423.390625 Penalty: 3809.825195
	Iteration 40F: 3 clusters Score -157423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -157424.968750 Penalty: 3809.825195
	Iteration 41Q: 3 clusters Score -157425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -157425.156250 Penalty: 3809.825195
	Iteration 42Q: 3 clusters Score -157425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -157425.156250 Penalty: 3809.825195
	Iteration 43F: 3 clusters Score -157425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Entering Unmasked Estep 
Score: -1015555.062500 Penalty: 2371.964355
	Iteration 0F: 2 clusters Score -1015555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1005117.000000 Penalty: 4743.928711
	Iteration 0F: 3 clusters Score -1005117 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1008421.125000 Penalty: 4743.928711
	Iteration 1F: 3 clusters Score -1008421 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1008882.812500 Penalty: 4743.928711
	Iteration 2F: 3 clusters Score -1008883 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1009298.187500 Penalty: 4743.928711
	Iteration 3F: 3 clusters Score -1009298 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1009673.437500 Penalty: 4743.928711
	Iteration 4Q: 3 clusters Score -1009673 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1009976.937500 Penalty: 4743.928711
	Iteration 5Q: 3 clusters Score -1009977 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1010247.250000 Penalty: 4743.928711
	Iteration 6Q: 3 clusters Score -1010247 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1010489.750000 Penalty: 4743.928711
	Iteration 7Q: 3 clusters Score -1010490 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1010717.062500 Penalty: 4743.928711
	Iteration 8Q: 3 clusters Score -1010717 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1010933.750000 Penalty: 4743.928711
	Iteration 9Q: 3 clusters Score -1010934 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1011139.500000 Penalty: 4743.928711
	Iteration 10Q: 3 clusters Score -1011140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1011391.062500 Penalty: 4743.928711
	Iteration 11Q: 3 clusters Score -1011391 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1011634.750000 Penalty: 4743.928711
	Iteration 12Q: 3 clusters Score -1011635 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1011862.437500 Penalty: 4743.928711
	Iteration 13Q: 3 clusters Score -1011862 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1012059.562500 Penalty: 4743.928711
	Iteration 14Q: 3 clusters Score -1012060 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1012183 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1012291 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1012391 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1012473 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1012543 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1012624.937500 Penalty: 4743.928711
	Iteration 20F: 3 clusters Score -1012625 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1012810.375000 Penalty: 4743.928711
	Iteration 22Q: 3 clusters Score -1012810 nChanged 178
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Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1012874.312500 Penalty: 4743.928711
	Iteration 23Q: 3 clusters Score -1012874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1012914.500000 Penalty: 4743.928711
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1012982 nChanged 119
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1013034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1013051.375000 Penalty: 4743.928711
	Iteration 29Q: 3 clusters Score -1013051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1013071.437500 Penalty: 4743.928711
	Iteration 30Q: 3 clusters Score -1013071 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1013093 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1013110.187500 Penalty: 4743.928711
	Iteration 32Q: 3 clusters Score -1013110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1013126 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1013140.437500 Penalty: 4743.928711
	Iteration 34Q: 3 clusters Score -1013140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1013159.562500 Penalty: 4743.928711
	Iteration 35Q: 3 clusters Score -1013160 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1013181.562500 Penalty: 4743.928711
	Iteration 36Q: 3 clusters Score -1013182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1013193.375000 Penalty: 4743.928711
	Iteration 37Q: 3 clusters Score -1013193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1013205.750000 Penalty: 4743.928711
	Iteration 38Q: 3 clusters Score -1013206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1013215.000000 Penalty: 4743.928711
	Iteration 39Q: 3 clusters Score -1013215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1013230.125000 Penalty: 4743.928711
	Iteration 40F: 3 clusters Score -1013230 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1013239.562500 Penalty: 4743.928711
	Iteration 41Q: 3 clusters Score -1013240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1013252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1013260.562500 Penalty: 4743.928711
	Iteration 43Q: 3 clusters Score -1013261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1013270 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1013278.437500 Penalty: 4743.928711
	Iteration 45Q: 3 clusters Score -1013278 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1013286 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1013293 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1013304.812500 Penalty: 4743.928711
	Iteration 48Q: 3 clusters Score -1013305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1013310.062500 Penalty: 4743.928711
	Iteration 49Q: 3 clusters Score -1013310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1013319 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1013328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1013337.312500 Penalty: 4743.928711
	Iteration 52Q: 3 clusters Score -1013337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1013344.375000 Penalty: 4743.928711
	Iteration 53Q: 3 clusters Score -1013344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1013350.875000 Penalty: 4743.928711
	Iteration 54Q: 3 clusters Score -1013351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1013358.062500 Penalty: 4743.928711
	Iteration 55Q: 3 clusters Score -1013358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1013364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1013370.375000 Penalty: 4743.928711
	Iteration 57Q: 3 clusters Score -1013370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1013374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1013376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1013390.687500 Penalty: 4743.928711
	Iteration 60F: 3 clusters Score -1013391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1013397.625000 Penalty: 4743.928711
	Iteration 61Q: 3 clusters Score -1013398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1013404.812500 Penalty: 4743.928711
	Iteration 62Q: 3 clusters Score -1013405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1013410.062500 Penalty: 4743.928711
	Iteration 63Q: 3 clusters Score -1013410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1013411.750000 Penalty: 4743.928711
	Iteration 64Q: 3 clusters Score -1013412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1013420.437500 Penalty: 4743.928711
	Iteration 65Q: 3 clusters Score -1013420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1013426.937500 Penalty: 4743.928711
	Iteration 66Q: 3 clusters Score -1013427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1013431.812500 Penalty: 4743.928711
	Iteration 67Q: 3 clusters Score -1013432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1013438.875000 Penalty: 4743.928711
	Iteration 68Q: 3 clusters Score -1013439 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1013440.437500 Penalty: 4743.928711
	Iteration 69Q: 3 clusters Score -1013440 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2980 members 
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Entering Unmasked Estep 
Score: -1013453.875000 Penalty: 4743.928711
	Iteration 70Q: 3 clusters Score -1013454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1013455.812500 Penalty: 4743.928711
	Iteration 71Q: 3 clusters Score -1013456 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1013464.875000 Penalty: 4743.928711
	Iteration 72Q: 3 clusters Score -1013465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1013474 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2845 members 
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Entering Unmasked Estep 
Score: -1013481.375000 Penalty: 4743.928711
	Iteration 74Q: 3 clusters Score -1013481 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2807 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1013491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1013498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1013504.687500 Penalty: 4743.928711
	Iteration 77Q: 3 clusters Score -1013505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1013510.125000 Penalty: 4743.928711
	Iteration 78Q: 3 clusters Score -1013510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1013512.750000 Penalty: 4743.928711
	Iteration 79Q: 3 clusters Score -1013513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1013516.437500 Penalty: 4743.928711
	Iteration 80F: 3 clusters Score -1013516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1013521.562500 Penalty: 4743.928711
	Iteration 81Q: 3 clusters Score -1013522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1013528.250000 Penalty: 4743.928711
	Iteration 82Q: 3 clusters Score -1013528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1013536.625000 Penalty: 4743.928711
	Iteration 83Q: 3 clusters Score -1013537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1013538.062500 Penalty: 4743.928711
	Iteration 84Q: 3 clusters Score -1013538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1013542.875000 Penalty: 4743.928711
	Iteration 85Q: 3 clusters Score -1013543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1013544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1013544.125000 Penalty: 4743.928711
	Iteration 87Q: 3 clusters Score -1013544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1013547.187500 Penalty: 4743.928711
	Iteration 88Q: 3 clusters Score -1013547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1013549.562500 Penalty: 4743.928711
	Iteration 89Q: 3 clusters Score -1013550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1013550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1013549.812500 Penalty: 4743.928711
	Iteration 91Q: 3 clusters Score -1013550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1013553.312500 Penalty: 4743.928711
	Iteration 92Q: 3 clusters Score -1013553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1013555.937500 Penalty: 4743.928711
	Iteration 93Q: 3 clusters Score -1013556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1013555.250000 Penalty: 4743.928711
	Iteration 94Q: 3 clusters Score -1013555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1013556.125000 Penalty: 4743.928711
	Iteration 95Q: 3 clusters Score -1013556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1013557.437500 Penalty: 4743.928711
	Iteration 96Q: 3 clusters Score -1013557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1013559.375000 Penalty: 4743.928711
	Iteration 97Q: 3 clusters Score -1013559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1013560.875000 Penalty: 4743.928711
	Iteration 98Q: 3 clusters Score -1013561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1013561.500000 Penalty: 4743.928711
	Iteration 99Q: 3 clusters Score -1013562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1013565.312500 Penalty: 4743.928711
	Iteration 100F: 3 clusters Score -1013565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1013567.875000 Penalty: 4743.928711
	Iteration 101Q: 3 clusters Score -1013568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1013565.250000 Penalty: 4743.928711
	Iteration 102Q: 3 clusters Score -1013565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1013566.375000 Penalty: 4743.928711
	Iteration 103Q: 3 clusters Score -1013566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1013568.625000 Penalty: 4743.928711
	Iteration 104Q: 3 clusters Score -1013569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1013568.375000 Penalty: 4743.928711
	Iteration 105Q: 3 clusters Score -1013568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1013569.625000 Penalty: 4743.928711
	Iteration 106Q: 3 clusters Score -1013570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1013572.562500 Penalty: 4743.928711
	Iteration 107Q: 3 clusters Score -1013573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1013573.062500 Penalty: 4743.928711
	Iteration 108Q: 3 clusters Score -1013573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1013574.125000 Penalty: 4743.928711
	Iteration 109Q: 3 clusters Score -1013574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1013578.437500 Penalty: 4743.928711
	Iteration 110Q: 3 clusters Score -1013578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1013581.625000 Penalty: 4743.928711
	Iteration 111Q: 3 clusters Score -1013582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1013579.562500 Penalty: 4743.928711
	Iteration 112Q: 3 clusters Score -1013580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1013580.625000 Penalty: 4743.928711
	Iteration 113Q: 3 clusters Score -1013581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1013580.500000 Penalty: 4743.928711
	Iteration 114Q: 3 clusters Score -1013580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1013580.500000 Penalty: 4743.928711
	Iteration 115F: 3 clusters Score -1013580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -295133.812500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -295133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -291340.187500 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -291340.2 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -292327.437500 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -292327.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -292579.500000 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -292579.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -292759.593750 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -292759.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -292913.375000 Penalty: 4096.434570
	Iteration 4F: 3 clusters Score -292913.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -293085.875000 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -293085.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -293282.781250 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -293282.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -293467.125000 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -293467.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -293598.437500 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -293598.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -293725.968750 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -293726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -293862.031250 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -293862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -293997.937500 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -293997.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -294162.281250 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -294162.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -294349.718750 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -294349.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -294483.875000 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -294483.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -294569.500000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -294569.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -294622.187500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -294622.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -294649.093750 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -294649.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -294669.187500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -294669.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -294684.343750 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -294684.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -294700.187500 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -294700.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -294716.531250 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -294716.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -294732.031250 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -294732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -294739.562500 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -294739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -294745.625000 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -294745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -294749.406250 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -294749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -294752.531250 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -294752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -294755.281250 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -294755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -294757.312500 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -294757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -294757.531250 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -294757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -294757.750000 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -294757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -294758.812500 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -294758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -294759.781250 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -294759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -294759.906250 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -294759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -294759.906250 Penalty: 4096.434570
	Iteration 34F: 3 clusters Score -294759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Entering Unmasked Estep 
Score: -1744278.500000 Penalty: 2435.655762
	Iteration 0F: 2 clusters Score -1744278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1731153.875000 Penalty: 4871.311523
	Iteration 0F: 3 clusters Score -1731154 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1735661.375000 Penalty: 4871.311523
	Iteration 1F: 3 clusters Score -1735661 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1736172.750000 Penalty: 4871.311523
	Iteration 2F: 3 clusters Score -1736173 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1736617.375000 Penalty: 4871.311523
	Iteration 3F: 3 clusters Score -1736617 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1737024.125000 Penalty: 4871.311523
	Iteration 4Q: 3 clusters Score -1737024 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1737444.250000 Penalty: 4871.311523
	Iteration 5Q: 3 clusters Score -1737444 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1737968.375000 Penalty: 4871.311523
	Iteration 6Q: 3 clusters Score -1737968 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1738584.250000 Penalty: 4871.311523
	Iteration 7Q: 3 clusters Score -1738584 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1739329.500000 Penalty: 4871.311523
	Iteration 8F: 3 clusters Score -1739330 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1740071.875000 Penalty: 4871.311523
	Iteration 9F: 3 clusters Score -1740072 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1740804.125000 Penalty: 4871.311523
	Iteration 10Q: 3 clusters Score -1740804 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1741409.375000 Penalty: 4871.311523
	Iteration 11Q: 3 clusters Score -1741409 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1741940.500000 Penalty: 4871.311523
	Iteration 12Q: 3 clusters Score -1741940 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1742356.000000 Penalty: 4871.311523
	Iteration 13Q: 3 clusters Score -1742356 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1742643.500000 Penalty: 4871.311523
	Iteration 14Q: 3 clusters Score -1742644 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1742846.000000 Penalty: 4871.311523
	Iteration 15Q: 3 clusters Score -1742846 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1742964.625000 Penalty: 4871.311523
	Iteration 16Q: 3 clusters Score -1742965 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1743040.375000 Penalty: 4871.311523
	Iteration 17Q: 3 clusters Score -1743040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1743077.125000 Penalty: 4871.311523
	Iteration 18Q: 3 clusters Score -1743077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1743100.750000 Penalty: 4871.311523
	Iteration 19Q: 3 clusters Score -1743101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1743118.125000 Penalty: 4871.311523
	Iteration 20F: 3 clusters Score -1743118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1743137.000000 Penalty: 4871.311523
	Iteration 21Q: 3 clusters Score -1743137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1743145.750000 Penalty: 4871.311523
	Iteration 22Q: 3 clusters Score -1743146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1743149.375000 Penalty: 4871.311523
	Iteration 23Q: 3 clusters Score -1743149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1743153.000000 Penalty: 4871.311523
	Iteration 24Q: 3 clusters Score -1743153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1743158.000000 Penalty: 4871.311523
	Iteration 25Q: 3 clusters Score -1743158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1743157.500000 Penalty: 4871.311523
	Iteration 26Q: 3 clusters Score -1743158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1743158.000000 Penalty: 4871.311523
	Iteration 27Q: 3 clusters Score -1743158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1743161.625000 Penalty: 4871.311523
	Iteration 28Q: 3 clusters Score -1743162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1743161.375000 Penalty: 4871.311523
	Iteration 29Q: 3 clusters Score -1743161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1743164.375000 Penalty: 4871.311523
	Iteration 30Q: 3 clusters Score -1743164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1743164.750000 Penalty: 4871.311523
	Iteration 31Q: 3 clusters Score -1743165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1743166.875000 Penalty: 4871.311523
	Iteration 32Q: 3 clusters Score -1743167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1743167.250000 Penalty: 4871.311523
	Iteration 33Q: 3 clusters Score -1743167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1743168.250000 Penalty: 4871.311523
	Iteration 34Q: 3 clusters Score -1743168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1743167.750000 Penalty: 4871.311523
	Iteration 35Q: 3 clusters Score -1743168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1743169.500000 Penalty: 4871.311523
	Iteration 36Q: 3 clusters Score -1743170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1743166.750000 Penalty: 4871.311523
	Iteration 37Q: 3 clusters Score -1743167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1743166.750000 Penalty: 4871.311523
	Iteration 38Q: 3 clusters Score -1743167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1743166.125000 Penalty: 4871.311523
	Iteration 39Q: 3 clusters Score -1743166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1743164.750000 Penalty: 4871.311523
	Iteration 40F: 3 clusters Score -1743165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1743164.625000 Penalty: 4871.311523
	Iteration 41Q: 3 clusters Score -1743165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1743162.750000 Penalty: 4871.311523
	Iteration 42Q: 3 clusters Score -1743163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1743162.750000 Penalty: 4871.311523
	Iteration 43F: 3 clusters Score -1743163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -266276.000000 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -266276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -262251.968750 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -262252 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -263410.406250 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -263410.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -263823.656250 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -263823.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -264206.718750 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -264206.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -264524.031250 Penalty: 4146.479492
	Iteration 4F: 3 clusters Score -264524 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -264742.593750 Penalty: 4146.479492
	Iteration 5F: 3 clusters Score -264742.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -264897.312500 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -264897.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -265030.500000 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -265030.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -265135.718750 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -265135.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -265206.093750 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -265206.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -265252.531250 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -265252.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -265297.625000 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -265297.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -265327.437500 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -265327.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -265358.781250 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -265358.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -265376.125000 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -265376.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -265394.406250 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -265394.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -265408.875000 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -265408.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -265433.375000 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -265433.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -265462.750000 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -265462.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -265497.375000 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -265497.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -265524.531250 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -265524.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -265543.687500 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -265543.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -265559.000000 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -265559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -265568.875000 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -265568.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -265578.250000 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -265578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -265586.125000 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -265586.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -265589.562500 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -265589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -265592.906250 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -265592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -265596.250000 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -265596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -265600.250000 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -265600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -265602.375000 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -265602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -265603.781250 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -265603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265604.812500 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -265604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -265605.812500 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -265605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265607.062500 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -265607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265607.593750 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -265607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265609.531250 Penalty: 4146.479492
	Iteration 36Q: 3 clusters Score -265609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -265610.062500 Penalty: 4146.479492
	Iteration 37Q: 3 clusters Score -265610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -265611.875000 Penalty: 4146.479492
	Iteration 38Q: 3 clusters Score -265611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -265613.531250 Penalty: 4146.479492
	Iteration 39Q: 3 clusters Score -265613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -265614.593750 Penalty: 4146.479492
	Iteration 40F: 3 clusters Score -265614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -265615.000000 Penalty: 4146.479492
	Iteration 41Q: 3 clusters Score -265615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -265615.156250 Penalty: 4146.479492
	Iteration 42Q: 3 clusters Score -265615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -265615.156250 Penalty: 4146.479492
	Iteration 43F: 3 clusters Score -265615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -160522.125000 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -160522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -158046.375000 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -158046.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -158715.578125 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -158715.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -159064.140625 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -159064.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -159309.250000 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -159309.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159530.015625 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -159530 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -159686.234375 Penalty: 3730.304932
	Iteration 5F: 3 clusters Score -159686.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -159765.718750 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -159765.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -159846.296875 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -159846.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159893.812500 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -159893.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -159921.109375 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -159921.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -159949.312500 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -159949.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159975.031250 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -159975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -159997.187500 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -159997.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -160016.062500 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -160016.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -160030.343750 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -160030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -160041.968750 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -160042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -160054.093750 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -160054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160062.234375 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -160062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -160063.531250 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -160063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160065.515625 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -160065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160065.515625 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -160065.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Entering Unmasked Estep 
Score: -7851019.000000 Penalty: 2781.441406
	Iteration 0F: 2 clusters Score -7851019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -7802907.000000 Penalty: 5562.882812
	Iteration 0F: 3 clusters Score -7802907 nChanged 34641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -7822244.000000 Penalty: 5562.882812
	Iteration 1F: 3 clusters Score -7822244 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7822794.500000 Penalty: 5562.882812
	Iteration 2Q: 3 clusters Score -7822794 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7823437.000000 Penalty: 5562.882812
	Iteration 3Q: 3 clusters Score -7823437 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7824237.500000 Penalty: 5562.882812
	Iteration 4Q: 3 clusters Score -7824238 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -7825130.000000 Penalty: 5562.882812
	Iteration 5Q: 3 clusters Score -7825130 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -7826266.500000 Penalty: 5562.882812
	Iteration 6Q: 3 clusters Score -7826266 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -7828010.500000 Penalty: 5562.882812
	Iteration 7F: 3 clusters Score -7828010 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -7830374.500000 Penalty: 5562.882812
	Iteration 8F: 3 clusters Score -7830374 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -7833559.000000 Penalty: 5562.882812
	Iteration 9F: 3 clusters Score -7833559 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -7837207.000000 Penalty: 5562.882812
	Iteration 10F: 3 clusters Score -7837207 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -7841076.000000 Penalty: 5562.882812
	Iteration 11F: 3 clusters Score -7841076 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -7844077.000000 Penalty: 5562.882812
	Iteration 12Q: 3 clusters Score -7844077 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -7846191.000000 Penalty: 5562.882812
	Iteration 13Q: 3 clusters Score -7846191 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -7847450.500000 Penalty: 5562.882812
	Iteration 14Q: 3 clusters Score -7847450 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -7847998.500000 Penalty: 5562.882812
	Iteration 15Q: 3 clusters Score -7847998 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -7848236.500000 Penalty: 5562.882812
	Iteration 16Q: 3 clusters Score -7848236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -7848346.000000 Penalty: 5562.882812
	Iteration 17Q: 3 clusters Score -7848346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -7848425.000000 Penalty: 5562.882812
	Iteration 18Q: 3 clusters Score -7848425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -7848458.000000 Penalty: 5562.882812
	Iteration 19Q: 3 clusters Score -7848458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -7848483.000000 Penalty: 5562.882812
	Iteration 20F: 3 clusters Score -7848483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -7848498.500000 Penalty: 5562.882812
	Iteration 21Q: 3 clusters Score -7848498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -7848507.500000 Penalty: 5562.882812
	Iteration 22Q: 3 clusters Score -7848508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -7848530.000000 Penalty: 5562.882812
	Iteration 23Q: 3 clusters Score -7848530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -7848537.500000 Penalty: 5562.882812
	Iteration 24Q: 3 clusters Score -7848538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -7848545.000000 Penalty: 5562.882812
	Iteration 25Q: 3 clusters Score -7848545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -7848550.000000 Penalty: 5562.882812
	Iteration 26Q: 3 clusters Score -7848550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -7848554.000000 Penalty: 5562.882812
	Iteration 27Q: 3 clusters Score -7848554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 73980 members 
Entering Unmasked Estep 
Score: -7848556.500000 Penalty: 5562.882812
	Iteration 28Q: 3 clusters Score -7848556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -7848558.500000 Penalty: 5562.882812
	Iteration 29Q: 3 clusters Score -7848558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -7848557.000000 Penalty: 5562.882812
	Iteration 30Q: 3 clusters Score -7848557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -7848557.000000 Penalty: 5562.882812
	Iteration 31F: 3 clusters Score -7848557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -556063.625000 Penalty: 2151.835938
	Iteration 0F: 2 clusters Score -556063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -551057.187500 Penalty: 4303.671875
	Iteration 0F: 3 clusters Score -551057.2 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -552315.875000 Penalty: 4303.671875
	Iteration 1F: 3 clusters Score -552315.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -552652.625000 Penalty: 4303.671875
	Iteration 2F: 3 clusters Score -552652.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -552921.875000 Penalty: 4303.671875
	Iteration 3F: 3 clusters Score -552921.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -553141.000000 Penalty: 4303.671875
	Iteration 4F: 3 clusters Score -553141 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -553316.562500 Penalty: 4303.671875
	Iteration 5Q: 3 clusters Score -553316.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553447.375000 Penalty: 4303.671875
	Iteration 6Q: 3 clusters Score -553447.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -553541.750000 Penalty: 4303.671875
	Iteration 7Q: 3 clusters Score -553541.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -553608.687500 Penalty: 4303.671875
	Iteration 8Q: 3 clusters Score -553608.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -553663.812500 Penalty: 4303.671875
	Iteration 9Q: 3 clusters Score -553663.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -553713.687500 Penalty: 4303.671875
	Iteration 10Q: 3 clusters Score -553713.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -553759.062500 Penalty: 4303.671875
	Iteration 11Q: 3 clusters Score -553759.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -553795.000000 Penalty: 4303.671875
	Iteration 12Q: 3 clusters Score -553795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -553826.937500 Penalty: 4303.671875
	Iteration 13Q: 3 clusters Score -553826.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -553850.062500 Penalty: 4303.671875
	Iteration 14Q: 3 clusters Score -553850.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -553870.312500 Penalty: 4303.671875
	Iteration 15Q: 3 clusters Score -553870.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -553889.500000 Penalty: 4303.671875
	Iteration 16Q: 3 clusters Score -553889.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -553910.312500 Penalty: 4303.671875
	Iteration 17Q: 3 clusters Score -553910.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -553924.875000 Penalty: 4303.671875
	Iteration 18Q: 3 clusters Score -553924.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -553941.000000 Penalty: 4303.671875
	Iteration 19Q: 3 clusters Score -553941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -553950.500000 Penalty: 4303.671875
	Iteration 20F: 3 clusters Score -553950.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -553959.562500 Penalty: 4303.671875
	Iteration 21Q: 3 clusters Score -553959.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -553966.062500 Penalty: 4303.671875
	Iteration 22Q: 3 clusters Score -553966.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -553970.250000 Penalty: 4303.671875
	Iteration 23Q: 3 clusters Score -553970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -553974.375000 Penalty: 4303.671875
	Iteration 24Q: 3 clusters Score -553974.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -553977.187500 Penalty: 4303.671875
	Iteration 25Q: 3 clusters Score -553977.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -553981.500000 Penalty: 4303.671875
	Iteration 26Q: 3 clusters Score -553981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -553987.000000 Penalty: 4303.671875
	Iteration 27Q: 3 clusters Score -553987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -553994.375000 Penalty: 4303.671875
	Iteration 28Q: 3 clusters Score -553994.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -553999.750000 Penalty: 4303.671875
	Iteration 29Q: 3 clusters Score -553999.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -554007.125000 Penalty: 4303.671875
	Iteration 30Q: 3 clusters Score -554007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -554015.312500 Penalty: 4303.671875
	Iteration 31Q: 3 clusters Score -554015.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -554026.625000 Penalty: 4303.671875
	Iteration 32Q: 3 clusters Score -554026.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -554036.125000 Penalty: 4303.671875
	Iteration 33Q: 3 clusters Score -554036.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -554043.312500 Penalty: 4303.671875
	Iteration 34Q: 3 clusters Score -554043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -554052.687500 Penalty: 4303.671875
	Iteration 35Q: 3 clusters Score -554052.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -554057.312500 Penalty: 4303.671875
	Iteration 36Q: 3 clusters Score -554057.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -554068.875000 Penalty: 4303.671875
	Iteration 37Q: 3 clusters Score -554068.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -554076.500000 Penalty: 4303.671875
	Iteration 38Q: 3 clusters Score -554076.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -554090.750000 Penalty: 4303.671875
	Iteration 39Q: 3 clusters Score -554090.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -554105.062500 Penalty: 4303.671875
	Iteration 40F: 3 clusters Score -554105.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -554121.000000 Penalty: 4303.671875
	Iteration 41Q: 3 clusters Score -554121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -554141.625000 Penalty: 4303.671875
	Iteration 42Q: 3 clusters Score -554141.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -554158.812500 Penalty: 4303.671875
	Iteration 43Q: 3 clusters Score -554158.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -554174.750000 Penalty: 4303.671875
	Iteration 44Q: 3 clusters Score -554174.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -554190.062500 Penalty: 4303.671875
	Iteration 45Q: 3 clusters Score -554190.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -554205.125000 Penalty: 4303.671875
	Iteration 46Q: 3 clusters Score -554205.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -554219.625000 Penalty: 4303.671875
	Iteration 47Q: 3 clusters Score -554219.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -554238.312500 Penalty: 4303.671875
	Iteration 48Q: 3 clusters Score -554238.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -554254.062500 Penalty: 4303.671875
	Iteration 49Q: 3 clusters Score -554254.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -554269.812500 Penalty: 4303.671875
	Iteration 50Q: 3 clusters Score -554269.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -554287.500000 Penalty: 4303.671875
	Iteration 51Q: 3 clusters Score -554287.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -554308.937500 Penalty: 4303.671875
	Iteration 52Q: 3 clusters Score -554308.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -554322.750000 Penalty: 4303.671875
	Iteration 53Q: 3 clusters Score -554322.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -554329.187500 Penalty: 4303.671875
	Iteration 54Q: 3 clusters Score -554329.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -554335.062500 Penalty: 4303.671875
	Iteration 55Q: 3 clusters Score -554335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -554347.687500 Penalty: 4303.671875
	Iteration 56Q: 3 clusters Score -554347.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -554360.625000 Penalty: 4303.671875
	Iteration 57Q: 3 clusters Score -554360.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -554371.312500 Penalty: 4303.671875
	Iteration 58Q: 3 clusters Score -554371.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -554381.812500 Penalty: 4303.671875
	Iteration 59Q: 3 clusters Score -554381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -554386.812500 Penalty: 4303.671875
	Iteration 60F: 3 clusters Score -554386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -554390.562500 Penalty: 4303.671875
	Iteration 61Q: 3 clusters Score -554390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -554395.312500 Penalty: 4303.671875
	Iteration 62Q: 3 clusters Score -554395.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -554400.062500 Penalty: 4303.671875
	Iteration 63Q: 3 clusters Score -554400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -554402.875000 Penalty: 4303.671875
	Iteration 64Q: 3 clusters Score -554402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -554407.437500 Penalty: 4303.671875
	Iteration 65Q: 3 clusters Score -554407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -554409.437500 Penalty: 4303.671875
	Iteration 66Q: 3 clusters Score -554409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -554411.562500 Penalty: 4303.671875
	Iteration 67Q: 3 clusters Score -554411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -554414.625000 Penalty: 4303.671875
	Iteration 68Q: 3 clusters Score -554414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -554417.750000 Penalty: 4303.671875
	Iteration 69Q: 3 clusters Score -554417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -554422.562500 Penalty: 4303.671875
	Iteration 70Q: 3 clusters Score -554422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -554425.062500 Penalty: 4303.671875
	Iteration 71Q: 3 clusters Score -554425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -554426.062500 Penalty: 4303.671875
	Iteration 72Q: 3 clusters Score -554426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -554427.062500 Penalty: 4303.671875
	Iteration 73Q: 3 clusters Score -554427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -554427.562500 Penalty: 4303.671875
	Iteration 74Q: 3 clusters Score -554427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -554432.187500 Penalty: 4303.671875
	Iteration 75Q: 3 clusters Score -554432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -554433.750000 Penalty: 4303.671875
	Iteration 76Q: 3 clusters Score -554433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -554438.875000 Penalty: 4303.671875
	Iteration 77Q: 3 clusters Score -554438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -554440.812500 Penalty: 4303.671875
	Iteration 78Q: 3 clusters Score -554440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -554441.625000 Penalty: 4303.671875
	Iteration 79Q: 3 clusters Score -554441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -554441.812500 Penalty: 4303.671875
	Iteration 80F: 3 clusters Score -554441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -554442.125000 Penalty: 4303.671875
	Iteration 81Q: 3 clusters Score -554442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -554442.125000 Penalty: 4303.671875
	Iteration 82F: 3 clusters Score -554442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -206927.187500 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -206927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -203837.187500 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -203837.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -204430.656250 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -204430.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -204567.500000 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -204567.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -204630.125000 Penalty: 3917.795898
	Iteration 3Q: 3 clusters Score -204630.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -204668.531250 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -204668.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -204698.187500 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -204698.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -204724.921875 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -204724.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -204758.156250 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -204758.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -204790.671875 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -204790.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -204821.703125 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -204821.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -204850.265625 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -204850.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -204882.093750 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -204882.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -204906.390625 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -204906.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204930.187500 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -204930.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -204963.875000 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -204963.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -205002.953125 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -205003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -205038.781250 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -205038.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -205070.953125 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -205071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -205095.250000 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -205095.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -205117.796875 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -205117.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -205138.203125 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -205138.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -205156.937500 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -205156.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -205172.640625 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -205172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -205187.812500 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -205187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -205196.750000 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -205196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -205209.531250 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -205209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205221.500000 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -205221.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205232.578125 Penalty: 3917.795898
	Iteration 27Q: 3 clusters Score -205232.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -205243.828125 Penalty: 3917.795898
	Iteration 28Q: 3 clusters Score -205243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -205249.296875 Penalty: 3917.795898
	Iteration 29Q: 3 clusters Score -205249.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205253.328125 Penalty: 3917.795898
	Iteration 30Q: 3 clusters Score -205253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205255.453125 Penalty: 3917.795898
	Iteration 31Q: 3 clusters Score -205255.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -205257.640625 Penalty: 3917.795898
	Iteration 32Q: 3 clusters Score -205257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -205259.171875 Penalty: 3917.795898
	Iteration 33Q: 3 clusters Score -205259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -205259.218750 Penalty: 3917.795898
	Iteration 34Q: 3 clusters Score -205259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -205259.593750 Penalty: 3917.795898
	Iteration 35Q: 3 clusters Score -205259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -205259.968750 Penalty: 3917.795898
	Iteration 36Q: 3 clusters Score -205260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -205260.312500 Penalty: 3917.795898
	Iteration 37Q: 3 clusters Score -205260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -205260.312500 Penalty: 3917.795898
	Iteration 38F: 3 clusters Score -205260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -1111764.125000 Penalty: 2329.338867
	Iteration 0F: 2 clusters Score -1111764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1102856.625000 Penalty: 4658.677734
	Iteration 0F: 3 clusters Score -1102857 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1105556.500000 Penalty: 4658.677734
	Iteration 1F: 3 clusters Score -1105556 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1106052.500000 Penalty: 4658.677734
	Iteration 2F: 3 clusters Score -1106052 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1106488.125000 Penalty: 4658.677734
	Iteration 3F: 3 clusters Score -1106488 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1106926.125000 Penalty: 4658.677734
	Iteration 4F: 3 clusters Score -1106926 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1107484.500000 Penalty: 4658.677734
	Iteration 5F: 3 clusters Score -1107484 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1108280.250000 Penalty: 4658.677734
	Iteration 6F: 3 clusters Score -1108280 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1109244.875000 Penalty: 4658.677734
	Iteration 7F: 3 clusters Score -1109245 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1110275.375000 Penalty: 4658.677734
	Iteration 8F: 3 clusters Score -1110275 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1111207.250000 Penalty: 4658.677734
	Iteration 9F: 3 clusters Score -1111207 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1111992.875000 Penalty: 4658.677734
	Iteration 10F: 3 clusters Score -1111993 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1112534.125000 Penalty: 4658.677734
	Iteration 11Q: 3 clusters Score -1112534 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1112742.375000 Penalty: 4658.677734
	Iteration 12Q: 3 clusters Score -1112742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1112811.625000 Penalty: 4658.677734
	Iteration 13Q: 3 clusters Score -1112812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1112833.000000 Penalty: 4658.677734
	Iteration 14Q: 3 clusters Score -1112833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1112847.125000 Penalty: 4658.677734
	Iteration 15Q: 3 clusters Score -1112847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1112850.375000 Penalty: 4658.677734
	Iteration 16Q: 3 clusters Score -1112850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1112852.875000 Penalty: 4658.677734
	Iteration 17Q: 3 clusters Score -1112853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1112855.125000 Penalty: 4658.677734
	Iteration 18Q: 3 clusters Score -1112855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1112854.375000 Penalty: 4658.677734
	Iteration 19Q: 3 clusters Score -1112854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1112854.875000 Penalty: 4658.677734
	Iteration 20F: 3 clusters Score -1112855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1112855.750000 Penalty: 4658.677734
	Iteration 21Q: 3 clusters Score -1112856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1112855.750000 Penalty: 4658.677734
	Iteration 22F: 3 clusters Score -1112856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 5609 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 6389 members 
Entering Unmasked Estep 
Score: -150815952.000000 Penalty: 246271.468750
Splitting cluster 48 changes total score from -150816256.000000 to -150815952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -128534.515625 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -128534.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -126070.015625 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -126070 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -126547.867188 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -126547.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -126679.507812 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -126679.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -126747.265625 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -126747.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -126794.062500 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -126794.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -126835.007812 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -126835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126878.312500 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -126878.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -126940.390625 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -126940.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -127028.289062 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -127028.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -127156.898438 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -127156.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127262.781250 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -127262.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127368.820312 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -127368.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127468.875000 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -127468.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127590.312500 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -127590.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127709.921875 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -127709.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127797.132812 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -127797.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127861.937500 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -127861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -127914.445312 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -127914.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -127951.320312 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -127951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -127964.726562 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -127964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127970.039062 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -127970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127971.375000 Penalty: 3704.948486
	Iteration 21Q: 3 clusters Score -127971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -127972.046875 Penalty: 3704.948486
	Iteration 22Q: 3 clusters Score -127972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -127972.539062 Penalty: 3704.948486
	Iteration 23Q: 3 clusters Score -127972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -127972.539062 Penalty: 3704.948486
	Iteration 24F: 3 clusters Score -127972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (120749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120749 members 
Entering Unmasked Estep 
Score: -9783869.000000 Penalty: 2901.964355
	Iteration 0F: 2 clusters Score -9783869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -9703546.000000 Penalty: 5803.928711
	Iteration 0F: 3 clusters Score -9703546 nChanged 57327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -9735961.000000 Penalty: 5803.928711
	Iteration 1F: 3 clusters Score -9735961 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -9736675.000000 Penalty: 5803.928711
	Iteration 2Q: 3 clusters Score -9736675 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -9737454.000000 Penalty: 5803.928711
	Iteration 3Q: 3 clusters Score -9737454 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -9738167.000000 Penalty: 5803.928711
	Iteration 4Q: 3 clusters Score -9738167 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -9739041.000000 Penalty: 5803.928711
	Iteration 5Q: 3 clusters Score -9739041 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -9740125.000000 Penalty: 5803.928711
	Iteration 6Q: 3 clusters Score -9740125 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -9741678.000000 Penalty: 5803.928711
	Iteration 7Q: 3 clusters Score -9741678 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -9744225.000000 Penalty: 5803.928711
	Iteration 8Q: 3 clusters Score -9744225 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -9748286.000000 Penalty: 5803.928711
	Iteration 9F: 3 clusters Score -9748286 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -9754617.000000 Penalty: 5803.928711
	Iteration 10F: 3 clusters Score -9754617 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -9762867.000000 Penalty: 5803.928711
	Iteration 11F: 3 clusters Score -9762867 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -9770868.000000 Penalty: 5803.928711
	Iteration 12F: 3 clusters Score -9770868 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -9776509.000000 Penalty: 5803.928711
	Iteration 13F: 3 clusters Score -9776509 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 118354 members 
Entering Unmasked Estep 
Score: -9779364.000000 Penalty: 5803.928711
	Iteration 14Q: 3 clusters Score -9779364 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 119709 members 
Entering Unmasked Estep 
Score: -9780440.000000 Penalty: 5803.928711
	Iteration 15Q: 3 clusters Score -9780440 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 120171 members 
Entering Unmasked Estep 
Score: -9780876.000000 Penalty: 5803.928711
	Iteration 16Q: 3 clusters Score -9780876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 120334 members 
Entering Unmasked Estep 
Score: -9781072.000000 Penalty: 5803.928711
	Iteration 17Q: 3 clusters Score -9781072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 120393 members 
Entering Unmasked Estep 
Score: -9781166.000000 Penalty: 5803.928711
	Iteration 18Q: 3 clusters Score -9781166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -9781200.000000 Penalty: 5803.928711
	Iteration 19Q: 3 clusters Score -9781200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 120440 members 
Entering Unmasked Estep 
Score: -9781249.000000 Penalty: 5803.928711
	Iteration 20F: 3 clusters Score -9781249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -9781268.000000 Penalty: 5803.928711
	Iteration 21Q: 3 clusters Score -9781268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 120461 members 
Entering Unmasked Estep 
Score: -9781277.000000 Penalty: 5803.928711
	Iteration 22Q: 3 clusters Score -9781277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 120469 members 
Entering Unmasked Estep 
Score: -9781295.000000 Penalty: 5803.928711
	Iteration 23Q: 3 clusters Score -9781295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -9781303.000000 Penalty: 5803.928711
	Iteration 24Q: 3 clusters Score -9781303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 120478 members 
Entering Unmasked Estep 
Score: -9781311.000000 Penalty: 5803.928711
	Iteration 25Q: 3 clusters Score -9781311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -9781312.000000 Penalty: 5803.928711
	Iteration 26Q: 3 clusters Score -9781312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -9781317.000000 Penalty: 5803.928711
	Iteration 27Q: 3 clusters Score -9781317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -9781318.000000 Penalty: 5803.928711
	Iteration 28Q: 3 clusters Score -9781318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -9781314.000000 Penalty: 5803.928711
	Iteration 29Q: 3 clusters Score -9781314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -9781322.000000 Penalty: 5803.928711
	Iteration 30Q: 3 clusters Score -9781322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -9781324.000000 Penalty: 5803.928711
	Iteration 31Q: 3 clusters Score -9781324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120485 members 
Entering Unmasked Estep 
Score: -9781325.000000 Penalty: 5803.928711
	Iteration 32Q: 3 clusters Score -9781325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 120486 members 
Entering Unmasked Estep 
Score: -9781326.000000 Penalty: 5803.928711
	Iteration 33Q: 3 clusters Score -9781326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -9781323.000000 Penalty: 5803.928711
	Iteration 34Q: 3 clusters Score -9781323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 120488 members 
Entering Unmasked Estep 
Score: -9781328.000000 Penalty: 5803.928711
	Iteration 35Q: 3 clusters Score -9781328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -9781328.000000 Penalty: 5803.928711
	Iteration 36Q: 3 clusters Score -9781328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 120490 members 
Entering Unmasked Estep 
Score: -9781329.000000 Penalty: 5803.928711
	Iteration 37Q: 3 clusters Score -9781329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 120491 members 
Entering Unmasked Estep 
Score: -9781331.000000 Penalty: 5803.928711
	Iteration 38Q: 3 clusters Score -9781331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -9781328.000000 Penalty: 5803.928711
	Iteration 39Q: 3 clusters Score -9781328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 120494 members 
Entering Unmasked Estep 
Score: -9781338.000000 Penalty: 5803.928711
	Iteration 40F: 3 clusters Score -9781338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 120494 members 
Entering Unmasked Estep 
Score: -9781340.000000 Penalty: 5803.928711
	Iteration 41Q: 3 clusters Score -9781340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 120494 members 
Entering Unmasked Estep 
Score: -9781338.000000 Penalty: 5803.928711
	Iteration 42Q: 3 clusters Score -9781338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 120494 members 
Entering Unmasked Estep 
Score: -9781334.000000 Penalty: 5803.928711
	Iteration 43Q: 3 clusters Score -9781334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120495 members 
Entering Unmasked Estep 
Score: -9781333.000000 Penalty: 5803.928711
	Iteration 44Q: 3 clusters Score -9781333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -9781343.000000 Penalty: 5803.928711
	Iteration 45Q: 3 clusters Score -9781343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -9781340.000000 Penalty: 5803.928711
	Iteration 46Q: 3 clusters Score -9781340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -9781354.000000 Penalty: 5803.928711
	Iteration 47Q: 3 clusters Score -9781354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -9781363.000000 Penalty: 5803.928711
	Iteration 48Q: 3 clusters Score -9781363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 120500 members 
Entering Unmasked Estep 
Score: -9781359.000000 Penalty: 5803.928711
	Iteration 49Q: 3 clusters Score -9781359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -9781361.000000 Penalty: 5803.928711
	Iteration 50Q: 3 clusters Score -9781361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 120502 members 
Entering Unmasked Estep 
Score: -9781368.000000 Penalty: 5803.928711
	Iteration 51Q: 3 clusters Score -9781368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -9781360.000000 Penalty: 5803.928711
	Iteration 52Q: 3 clusters Score -9781360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -9781361.000000 Penalty: 5803.928711
	Iteration 53Q: 3 clusters Score -9781361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -9781366.000000 Penalty: 5803.928711
	Iteration 54Q: 3 clusters Score -9781366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -9781366.000000 Penalty: 5803.928711
	Iteration 55Q: 3 clusters Score -9781366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -9781369.000000 Penalty: 5803.928711
	Iteration 56Q: 3 clusters Score -9781369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 120502 members 
Entering Unmasked Estep 
Score: -9781367.000000 Penalty: 5803.928711
	Iteration 57Q: 3 clusters Score -9781367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -9781367.000000 Penalty: 5803.928711
	Iteration 58Q: 3 clusters Score -9781367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -9781370.000000 Penalty: 5803.928711
	Iteration 59Q: 3 clusters Score -9781370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120505 members 
Entering Unmasked Estep 
Score: -9781372.000000 Penalty: 5803.928711
	Iteration 60F: 3 clusters Score -9781372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -9781373.000000 Penalty: 5803.928711
	Iteration 61Q: 3 clusters Score -9781373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -9781373.000000 Penalty: 5803.928711
	Iteration 62F: 3 clusters Score -9781373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (128656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Entering Unmasked Estep 
Score: -10359190.000000 Penalty: 2917.694580
	Iteration 0F: 2 clusters Score -1.035919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -10273247.000000 Penalty: 5835.389160
	Iteration 0F: 3 clusters Score -1.027325e+07 nChanged 61295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -10308254.000000 Penalty: 5835.389160
	Iteration 1F: 3 clusters Score -1.030825e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -10309020.000000 Penalty: 5835.389160
	Iteration 2Q: 3 clusters Score -1.030902e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -10309879.000000 Penalty: 5835.389160
	Iteration 3Q: 3 clusters Score -1.030988e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -10310696.000000 Penalty: 5835.389160
	Iteration 4Q: 3 clusters Score -1.03107e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -10311656.000000 Penalty: 5835.389160
	Iteration 5Q: 3 clusters Score -1.031166e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -10312859.000000 Penalty: 5835.389160
	Iteration 6Q: 3 clusters Score -1.031286e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -10314397.000000 Penalty: 5835.389160
	Iteration 7Q: 3 clusters Score -1.03144e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -10316540.000000 Penalty: 5835.389160
	Iteration 8Q: 3 clusters Score -1.031654e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -10319560.000000 Penalty: 5835.389160
	Iteration 9Q: 3 clusters Score -1.031956e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -10323859.000000 Penalty: 5835.389160
	Iteration 10F: 3 clusters Score -1.032386e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -10329389.000000 Penalty: 5835.389160
	Iteration 11F: 3 clusters Score -1.032939e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -10335558.000000 Penalty: 5835.389160
	Iteration 12F: 3 clusters Score -1.033556e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -10340957.000000 Penalty: 5835.389160
	Iteration 13F: 3 clusters Score -1.034096e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -10344994.000000 Penalty: 5835.389160
	Iteration 14Q: 3 clusters Score -1.034499e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113304 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -10347855.000000 Penalty: 5835.389160
	Iteration 15Q: 3 clusters Score -1.034786e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -10349820.000000 Penalty: 5835.389160
	Iteration 16Q: 3 clusters Score -1.034982e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118720 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -10351382.000000 Penalty: 5835.389160
	Iteration 17Q: 3 clusters Score -1.035138e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10352692.000000 Penalty: 5835.389160
	Iteration 18Q: 3 clusters Score -1.035269e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122311 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -10353775.000000 Penalty: 5835.389160
	Iteration 19Q: 3 clusters Score -1.035378e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -10354538.000000 Penalty: 5835.389160
	Iteration 20F: 3 clusters Score -1.035454e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124604 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -10355150.000000 Penalty: 5835.389160
	Iteration 21Q: 3 clusters Score -1.035515e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125390 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -10355693.000000 Penalty: 5835.389160
	Iteration 22Q: 3 clusters Score -1.035569e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125950 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10356079.000000 Penalty: 5835.389160
	Iteration 23Q: 3 clusters Score -1.035608e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126372 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -10356413.000000 Penalty: 5835.389160
	Iteration 24Q: 3 clusters Score -1.035641e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126666 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10356552.000000 Penalty: 5835.389160
	Iteration 25Q: 3 clusters Score -1.035655e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10356734.000000 Penalty: 5835.389160
	Iteration 26Q: 3 clusters Score -1.035673e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -10356821.000000 Penalty: 5835.389160
	Iteration 27Q: 3 clusters Score -1.035682e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10356950.000000 Penalty: 5835.389160
	Iteration 28Q: 3 clusters Score -1.035695e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127172 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10356989.000000 Penalty: 5835.389160
	Iteration 29Q: 3 clusters Score -1.035699e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127231 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10357054.000000 Penalty: 5835.389160
	Iteration 30Q: 3 clusters Score -1.035705e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127278 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10357094.000000 Penalty: 5835.389160
	Iteration 31Q: 3 clusters Score -1.035709e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10357128.000000 Penalty: 5835.389160
	Iteration 32Q: 3 clusters Score -1.035713e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10357145.000000 Penalty: 5835.389160
	Iteration 33Q: 3 clusters Score -1.035714e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10357173.000000 Penalty: 5835.389160
	Iteration 34Q: 3 clusters Score -1.035717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127357 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10357177.000000 Penalty: 5835.389160
	Iteration 35Q: 3 clusters Score -1.035718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10357187.000000 Penalty: 5835.389160
	Iteration 36Q: 3 clusters Score -1.035719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127375 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -10357173.000000 Penalty: 5835.389160
	Iteration 37Q: 3 clusters Score -1.035717e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10357181.000000 Penalty: 5835.389160
	Iteration 38Q: 3 clusters Score -1.035718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127387 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10357191.000000 Penalty: 5835.389160
	Iteration 39Q: 3 clusters Score -1.035719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127395 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10357200.000000 Penalty: 5835.389160
	Iteration 40F: 3 clusters Score -1.03572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10357221.000000 Penalty: 5835.389160
	Iteration 41Q: 3 clusters Score -1.035722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127414 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10357213.000000 Penalty: 5835.389160
	Iteration 42Q: 3 clusters Score -1.035721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10357210.000000 Penalty: 5835.389160
	Iteration 43Q: 3 clusters Score -1.035721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127429 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10357224.000000 Penalty: 5835.389160
	Iteration 44Q: 3 clusters Score -1.035722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127428 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -10357223.000000 Penalty: 5835.389160
	Iteration 45Q: 3 clusters Score -1.035722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127432 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10357235.000000 Penalty: 5835.389160
	Iteration 46Q: 3 clusters Score -1.035724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127434 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10357236.000000 Penalty: 5835.389160
	Iteration 47Q: 3 clusters Score -1.035724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127435 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10357236.000000 Penalty: 5835.389160
	Iteration 48Q: 3 clusters Score -1.035724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127439 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10357235.000000 Penalty: 5835.389160
	Iteration 49Q: 3 clusters Score -1.035724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127442 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10357243.000000 Penalty: 5835.389160
	Iteration 50Q: 3 clusters Score -1.035724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10357241.000000 Penalty: 5835.389160
	Iteration 51Q: 3 clusters Score -1.035724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10357242.000000 Penalty: 5835.389160
	Iteration 52Q: 3 clusters Score -1.035724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10357245.000000 Penalty: 5835.389160
	Iteration 53Q: 3 clusters Score -1.035724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10357241.000000 Penalty: 5835.389160
	Iteration 54Q: 3 clusters Score -1.035724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127450 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10357241.000000 Penalty: 5835.389160
	Iteration 55F: 3 clusters Score -1.035724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Entering Unmasked Estep 
Score: -1312869.125000 Penalty: 2411.493164
	Iteration 0F: 2 clusters Score -1312869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1300869.875000 Penalty: 4822.986328
	Iteration 0F: 3 clusters Score -1300870 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1304807.500000 Penalty: 4822.986328
	Iteration 1F: 3 clusters Score -1304808 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1305267.000000 Penalty: 4822.986328
	Iteration 2F: 3 clusters Score -1305267 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1305725.875000 Penalty: 4822.986328
	Iteration 3F: 3 clusters Score -1305726 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1306204.500000 Penalty: 4822.986328
	Iteration 4F: 3 clusters Score -1306204 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1306723.750000 Penalty: 4822.986328
	Iteration 5F: 3 clusters Score -1306724 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1307244.000000 Penalty: 4822.986328
	Iteration 6F: 3 clusters Score -1307244 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1307783.625000 Penalty: 4822.986328
	Iteration 7F: 3 clusters Score -1307784 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1308299.375000 Penalty: 4822.986328
	Iteration 8F: 3 clusters Score -1308299 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1308793.625000 Penalty: 4822.986328
	Iteration 9Q: 3 clusters Score -1308794 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1309308.250000 Penalty: 4822.986328
	Iteration 10Q: 3 clusters Score -1309308 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1309812.500000 Penalty: 4822.986328
	Iteration 11Q: 3 clusters Score -1309812 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1310265.625000 Penalty: 4822.986328
	Iteration 12Q: 3 clusters Score -1310266 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1310601.750000 Penalty: 4822.986328
	Iteration 13Q: 3 clusters Score -1310602 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1310796.125000 Penalty: 4822.986328
	Iteration 14Q: 3 clusters Score -1310796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1310938.000000 Penalty: 4822.986328
	Iteration 15Q: 3 clusters Score -1310938 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1311039.250000 Penalty: 4822.986328
	Iteration 16Q: 3 clusters Score -1311039 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1311123.625000 Penalty: 4822.986328
	Iteration 17Q: 3 clusters Score -1311124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1311181.375000 Penalty: 4822.986328
	Iteration 18Q: 3 clusters Score -1311181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1311231.000000 Penalty: 4822.986328
	Iteration 19Q: 3 clusters Score -1311231 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1311264.250000 Penalty: 4822.986328
	Iteration 20F: 3 clusters Score -1311264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1311283.750000 Penalty: 4822.986328
	Iteration 21Q: 3 clusters Score -1311284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1311302.375000 Penalty: 4822.986328
	Iteration 22Q: 3 clusters Score -1311302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1311310.250000 Penalty: 4822.986328
	Iteration 23Q: 3 clusters Score -1311310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1311325.750000 Penalty: 4822.986328
	Iteration 24Q: 3 clusters Score -1311326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1311338.875000 Penalty: 4822.986328
	Iteration 25Q: 3 clusters Score -1311339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1311346.375000 Penalty: 4822.986328
	Iteration 26Q: 3 clusters Score -1311346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1311352.250000 Penalty: 4822.986328
	Iteration 27Q: 3 clusters Score -1311352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1311362.875000 Penalty: 4822.986328
	Iteration 28Q: 3 clusters Score -1311363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1311365.625000 Penalty: 4822.986328
	Iteration 29Q: 3 clusters Score -1311366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1311372.500000 Penalty: 4822.986328
	Iteration 30Q: 3 clusters Score -1311372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1311375.875000 Penalty: 4822.986328
	Iteration 31Q: 3 clusters Score -1311376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1311382.125000 Penalty: 4822.986328
	Iteration 32Q: 3 clusters Score -1311382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1311380.750000 Penalty: 4822.986328
	Iteration 33Q: 3 clusters Score -1311381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1311383.875000 Penalty: 4822.986328
	Iteration 34Q: 3 clusters Score -1311384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1311384.125000 Penalty: 4822.986328
	Iteration 35Q: 3 clusters Score -1311384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1311383.375000 Penalty: 4822.986328
	Iteration 36Q: 3 clusters Score -1311383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1311382.125000 Penalty: 4822.986328
	Iteration 37Q: 3 clusters Score -1311382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1311382.125000 Penalty: 4822.986328
	Iteration 38F: 3 clusters Score -1311382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -149704.093750 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -149704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -147412.515625 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -147412.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -148025.125000 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -148025.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -148390.062500 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -148390.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -148683.421875 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -148683.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -148952.281250 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -148952.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -149185.875000 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -149185.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149359.765625 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -149359.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -149487.968750 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -149488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -149551.687500 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -149551.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149614.109375 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -149614.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -149647.734375 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -149647.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -149663.609375 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -149663.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149674.875000 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -149674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -149677.500000 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -149677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149680.046875 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -149680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149680.046875 Penalty: 3649.664062
	Iteration 15F: 3 clusters Score -149680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (107511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Entering Unmasked Estep 
Score: -10577304.000000 Penalty: 2873.166260
	Iteration 0F: 2 clusters Score -1.05773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -10505742.000000 Penalty: 5746.332520
	Iteration 0F: 3 clusters Score -1.050574e+07 nChanged 50931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -10534342.000000 Penalty: 5746.332520
	Iteration 1F: 3 clusters Score -1.053434e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -10535045.000000 Penalty: 5746.332520
	Iteration 2Q: 3 clusters Score -1.053504e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -10536111.000000 Penalty: 5746.332520
	Iteration 3Q: 3 clusters Score -1.053611e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -10537538.000000 Penalty: 5746.332520
	Iteration 4Q: 3 clusters Score -1.053754e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -10539574.000000 Penalty: 5746.332520
	Iteration 5Q: 3 clusters Score -1.053957e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -10542723.000000 Penalty: 5746.332520
	Iteration 6F: 3 clusters Score -1.054272e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -10547736.000000 Penalty: 5746.332520
	Iteration 7F: 3 clusters Score -1.054774e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -10554245.000000 Penalty: 5746.332520
	Iteration 8F: 3 clusters Score -1.055424e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -10560686.000000 Penalty: 5746.332520
	Iteration 9F: 3 clusters Score -1.056069e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -10565969.000000 Penalty: 5746.332520
	Iteration 10F: 3 clusters Score -1.056597e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -10569624.000000 Penalty: 5746.332520
	Iteration 11Q: 3 clusters Score -1.056962e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 101419 members 
Entering Unmasked Estep 
Score: -10571722.000000 Penalty: 5746.332520
	Iteration 12Q: 3 clusters Score -1.057172e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 103192 members 
Entering Unmasked Estep 
Score: -10572934.000000 Penalty: 5746.332520
	Iteration 13Q: 3 clusters Score -1.057293e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -10573626.000000 Penalty: 5746.332520
	Iteration 14Q: 3 clusters Score -1.057363e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -10574026.000000 Penalty: 5746.332520
	Iteration 15Q: 3 clusters Score -1.057403e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -10574300.000000 Penalty: 5746.332520
	Iteration 16Q: 3 clusters Score -1.05743e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -10574493.000000 Penalty: 5746.332520
	Iteration 17Q: 3 clusters Score -1.057449e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -10574622.000000 Penalty: 5746.332520
	Iteration 18Q: 3 clusters Score -1.057462e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 106170 members 
Entering Unmasked Estep 
Score: -10574701.000000 Penalty: 5746.332520
	Iteration 19Q: 3 clusters Score -1.05747e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -10574786.000000 Penalty: 5746.332520
	Iteration 20F: 3 clusters Score -1.057479e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
Score: -10574847.000000 Penalty: 5746.332520
	Iteration 21Q: 3 clusters Score -1.057485e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -10574893.000000 Penalty: 5746.332520
	Iteration 22Q: 3 clusters Score -1.057489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -10574945.000000 Penalty: 5746.332520
	Iteration 23Q: 3 clusters Score -1.057494e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -10574974.000000 Penalty: 5746.332520
	Iteration 24Q: 3 clusters Score -1.057497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -10574980.000000 Penalty: 5746.332520
	Iteration 25Q: 3 clusters Score -1.057498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -10574998.000000 Penalty: 5746.332520
	Iteration 26Q: 3 clusters Score -1.0575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -10574998.000000 Penalty: 5746.332520
	Iteration 27Q: 3 clusters Score -1.0575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -10575012.000000 Penalty: 5746.332520
	Iteration 28Q: 3 clusters Score -1.057501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -10575023.000000 Penalty: 5746.332520
	Iteration 29Q: 3 clusters Score -1.057502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -10575023.000000 Penalty: 5746.332520
	Iteration 30Q: 3 clusters Score -1.057502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -10575023.000000 Penalty: 5746.332520
	Iteration 31Q: 3 clusters Score -1.057502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 106571 members 
Entering Unmasked Estep 
Score: -10575025.000000 Penalty: 5746.332520
	Iteration 32Q: 3 clusters Score -1.057502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -10575024.000000 Penalty: 5746.332520
	Iteration 33Q: 3 clusters Score -1.057502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -10575032.000000 Penalty: 5746.332520
	Iteration 34Q: 3 clusters Score -1.057503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -10575024.000000 Penalty: 5746.332520
	Iteration 35Q: 3 clusters Score -1.057502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -10575024.000000 Penalty: 5746.332520
	Iteration 36F: 3 clusters Score -1.057502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -330445.250000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -330445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -326223.093750 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -326223.1 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -327266.625000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -327266.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -327597.656250 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -327597.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -327811.875000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -327811.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -327969.750000 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -327969.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -328107.062500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -328107.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -328276.218750 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -328276.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -328428.500000 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -328428.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -328571.687500 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -328571.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -328725.656250 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -328725.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -328916.968750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -328917 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -329101.000000 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -329101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -329287.906250 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -329287.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -329466.187500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -329466.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -329613.406250 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -329613.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -329726.312500 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -329726.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -329830.187500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -329830.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -329903.031250 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -329903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -329938.906250 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -329938.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -329953.812500 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -329953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -329962.781250 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -329962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -329967.218750 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -329967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -329973.000000 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -329973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -329976.531250 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -329976.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -329978.156250 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -329978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -329979.718750 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -329979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -329981.375000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -329981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -329983.687500 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -329983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -329985.375000 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -329985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -329987.281250 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -329987.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -329989.843750 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -329989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -329991.281250 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -329991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -329993.093750 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -329993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -329995.218750 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -329995.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -329998.125000 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -329998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -330003.250000 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -330003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -330012.718750 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -330012.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -330027.812500 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -330027.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -330040.656250 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -330040.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -330055.968750 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -330056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -330075.906250 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -330075.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -330093.343750 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -330093.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -330109.281250 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -330109.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -330122.500000 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -330122.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -330130.656250 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -330130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -330135.562500 Penalty: 4160.219727
	Iteration 45Q: 3 clusters Score -330135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -330138.562500 Penalty: 4160.219727
	Iteration 46Q: 3 clusters Score -330138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -330141.093750 Penalty: 4160.219727
	Iteration 47Q: 3 clusters Score -330141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -330141.343750 Penalty: 4160.219727
	Iteration 48Q: 3 clusters Score -330141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -330141.625000 Penalty: 4160.219727
	Iteration 49Q: 3 clusters Score -330141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -330142.468750 Penalty: 4160.219727
	Iteration 50Q: 3 clusters Score -330142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -330143.156250 Penalty: 4160.219727
	Iteration 51Q: 3 clusters Score -330143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -330142.656250 Penalty: 4160.219727
	Iteration 52Q: 3 clusters Score -330142.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -330143.156250 Penalty: 4160.219727
	Iteration 53Q: 3 clusters Score -330143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -330143.156250 Penalty: 4160.219727
	Iteration 54F: 3 clusters Score -330143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Entering Unmasked Estep 
Score: -964750.125000 Penalty: 2329.813721
	Iteration 0F: 2 clusters Score -964750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -955865.562500 Penalty: 4659.627441
	Iteration 0F: 3 clusters Score -955865.6 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -958633.875000 Penalty: 4659.627441
	Iteration 1F: 3 clusters Score -958633.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -958999.062500 Penalty: 4659.627441
	Iteration 2F: 3 clusters Score -958999.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -959338.625000 Penalty: 4659.627441
	Iteration 3F: 3 clusters Score -959338.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -959690.937500 Penalty: 4659.627441
	Iteration 4F: 3 clusters Score -959690.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -960016.625000 Penalty: 4659.627441
	Iteration 5F: 3 clusters Score -960016.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -960355.875000 Penalty: 4659.627441
	Iteration 6Q: 3 clusters Score -960355.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -960704.500000 Penalty: 4659.627441
	Iteration 7Q: 3 clusters Score -960704.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -961030.312500 Penalty: 4659.627441
	Iteration 8Q: 3 clusters Score -961030.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -961300.937500 Penalty: 4659.627441
	Iteration 9Q: 3 clusters Score -961300.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -961515.937500 Penalty: 4659.627441
	Iteration 10Q: 3 clusters Score -961515.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -961693.250000 Penalty: 4659.627441
	Iteration 11Q: 3 clusters Score -961693.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -961859.437500 Penalty: 4659.627441
	Iteration 12Q: 3 clusters Score -961859.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -962003.062500 Penalty: 4659.627441
	Iteration 13Q: 3 clusters Score -962003.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -962123.125000 Penalty: 4659.627441
	Iteration 14Q: 3 clusters Score -962123.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -962235.312500 Penalty: 4659.627441
	Iteration 15Q: 3 clusters Score -962235.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -962340.375000 Penalty: 4659.627441
	Iteration 16Q: 3 clusters Score -962340.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -962434.187500 Penalty: 4659.627441
	Iteration 17Q: 3 clusters Score -962434.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -962523.562500 Penalty: 4659.627441
	Iteration 18Q: 3 clusters Score -962523.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -962617.000000 Penalty: 4659.627441
	Iteration 19Q: 3 clusters Score -962617 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -962702.750000 Penalty: 4659.627441
	Iteration 20F: 3 clusters Score -962702.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -962772.437500 Penalty: 4659.627441
	Iteration 21Q: 3 clusters Score -962772.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -962834.187500 Penalty: 4659.627441
	Iteration 22Q: 3 clusters Score -962834.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -962885.312500 Penalty: 4659.627441
	Iteration 23Q: 3 clusters Score -962885.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -962926.812500 Penalty: 4659.627441
	Iteration 24Q: 3 clusters Score -962926.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -962966.375000 Penalty: 4659.627441
	Iteration 25Q: 3 clusters Score -962966.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -963000.937500 Penalty: 4659.627441
	Iteration 26Q: 3 clusters Score -963000.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -963022.250000 Penalty: 4659.627441
	Iteration 27Q: 3 clusters Score -963022.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -963035.437500 Penalty: 4659.627441
	Iteration 28Q: 3 clusters Score -963035.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -963056.625000 Penalty: 4659.627441
	Iteration 29Q: 3 clusters Score -963056.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -963064.625000 Penalty: 4659.627441
	Iteration 30Q: 3 clusters Score -963064.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -963075.375000 Penalty: 4659.627441
	Iteration 31Q: 3 clusters Score -963075.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -963088.187500 Penalty: 4659.627441
	Iteration 32Q: 3 clusters Score -963088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -963094.562500 Penalty: 4659.627441
	Iteration 33Q: 3 clusters Score -963094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -963102.875000 Penalty: 4659.627441
	Iteration 34Q: 3 clusters Score -963102.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -963117.437500 Penalty: 4659.627441
	Iteration 35Q: 3 clusters Score -963117.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -963133.937500 Penalty: 4659.627441
	Iteration 36Q: 3 clusters Score -963133.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -963142.562500 Penalty: 4659.627441
	Iteration 37Q: 3 clusters Score -963142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -963148.187500 Penalty: 4659.627441
	Iteration 38Q: 3 clusters Score -963148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -963151.062500 Penalty: 4659.627441
	Iteration 39Q: 3 clusters Score -963151.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -963159.000000 Penalty: 4659.627441
	Iteration 40F: 3 clusters Score -963159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -963163.875000 Penalty: 4659.627441
	Iteration 41Q: 3 clusters Score -963163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -963165.750000 Penalty: 4659.627441
	Iteration 42Q: 3 clusters Score -963165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -963167.625000 Penalty: 4659.627441
	Iteration 43Q: 3 clusters Score -963167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -963170.062500 Penalty: 4659.627441
	Iteration 44Q: 3 clusters Score -963170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -963170.187500 Penalty: 4659.627441
	Iteration 45Q: 3 clusters Score -963170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -963172.750000 Penalty: 4659.627441
	Iteration 46Q: 3 clusters Score -963172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -963174.937500 Penalty: 4659.627441
	Iteration 47Q: 3 clusters Score -963174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -963176.250000 Penalty: 4659.627441
	Iteration 48Q: 3 clusters Score -963176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -963177.687500 Penalty: 4659.627441
	Iteration 49Q: 3 clusters Score -963177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -963176.250000 Penalty: 4659.627441
	Iteration 50Q: 3 clusters Score -963176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -963176.250000 Penalty: 4659.627441
	Iteration 51F: 3 clusters Score -963176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (111069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Entering Unmasked Estep 
Score: -11738383.000000 Penalty: 2881.240723
	Iteration 0F: 2 clusters Score -1.173838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -11668961.000000 Penalty: 5762.481445
	Iteration 0F: 3 clusters Score -1.166896e+07 nChanged 52645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -11698537.000000 Penalty: 5762.481445
	Iteration 1F: 3 clusters Score -1.169854e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -11699367.000000 Penalty: 5762.481445
	Iteration 2Q: 3 clusters Score -1.169937e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -11700229.000000 Penalty: 5762.481445
	Iteration 3Q: 3 clusters Score -1.170023e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -11701001.000000 Penalty: 5762.481445
	Iteration 4Q: 3 clusters Score -1.1701e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -11701987.000000 Penalty: 5762.481445
	Iteration 5Q: 3 clusters Score -1.170199e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -11702975.000000 Penalty: 5762.481445
	Iteration 6Q: 3 clusters Score -1.170298e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -11703991.000000 Penalty: 5762.481445
	Iteration 7Q: 3 clusters Score -1.170399e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -11705355.000000 Penalty: 5762.481445
	Iteration 8Q: 3 clusters Score -1.170536e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -11707063.000000 Penalty: 5762.481445
	Iteration 9Q: 3 clusters Score -1.170706e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -11709756.000000 Penalty: 5762.481445
	Iteration 10Q: 3 clusters Score -1.170976e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -11713243.000000 Penalty: 5762.481445
	Iteration 11F: 3 clusters Score -1.171324e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -11717607.000000 Penalty: 5762.481445
	Iteration 12F: 3 clusters Score -1.171761e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -11721204.000000 Penalty: 5762.481445
	Iteration 13F: 3 clusters Score -1.17212e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -11723280.000000 Penalty: 5762.481445
	Iteration 14Q: 3 clusters Score -1.172328e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -11724277.000000 Penalty: 5762.481445
	Iteration 15Q: 3 clusters Score -1.172428e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -11724745.000000 Penalty: 5762.481445
	Iteration 16Q: 3 clusters Score -1.172474e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -11725243.000000 Penalty: 5762.481445
	Iteration 17Q: 3 clusters Score -1.172524e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -11725791.000000 Penalty: 5762.481445
	Iteration 18Q: 3 clusters Score -1.172579e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -11726278.000000 Penalty: 5762.481445
	Iteration 19Q: 3 clusters Score -1.172628e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -11726694.000000 Penalty: 5762.481445
	Iteration 20F: 3 clusters Score -1.172669e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -11727219.000000 Penalty: 5762.481445
	Iteration 21Q: 3 clusters Score -1.172722e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -11727709.000000 Penalty: 5762.481445
	Iteration 22Q: 3 clusters Score -1.172771e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -11728123.000000 Penalty: 5762.481445
	Iteration 23Q: 3 clusters Score -1.172812e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -11728457.000000 Penalty: 5762.481445
	Iteration 24Q: 3 clusters Score -1.172846e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -11728897.000000 Penalty: 5762.481445
	Iteration 25Q: 3 clusters Score -1.17289e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -11729297.000000 Penalty: 5762.481445
	Iteration 26Q: 3 clusters Score -1.17293e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -11729596.000000 Penalty: 5762.481445
	Iteration 27Q: 3 clusters Score -1.17296e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -11729989.000000 Penalty: 5762.481445
	Iteration 28Q: 3 clusters Score -1.172999e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -11730342.000000 Penalty: 5762.481445
	Iteration 29Q: 3 clusters Score -1.173034e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -11730661.000000 Penalty: 5762.481445
	Iteration 30Q: 3 clusters Score -1.173066e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -11731076.000000 Penalty: 5762.481445
	Iteration 31Q: 3 clusters Score -1.173108e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -11731400.000000 Penalty: 5762.481445
	Iteration 32Q: 3 clusters Score -1.17314e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -11731714.000000 Penalty: 5762.481445
	Iteration 33Q: 3 clusters Score -1.173171e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -11732070.000000 Penalty: 5762.481445
	Iteration 34Q: 3 clusters Score -1.173207e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -11732314.000000 Penalty: 5762.481445
	Iteration 35Q: 3 clusters Score -1.173231e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -11732616.000000 Penalty: 5762.481445
	Iteration 36Q: 3 clusters Score -1.173262e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 101034 members 
Entering Unmasked Estep 
Score: -11732780.000000 Penalty: 5762.481445
	Iteration 37Q: 3 clusters Score -1.173278e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -11733072.000000 Penalty: 5762.481445
	Iteration 38Q: 3 clusters Score -1.173307e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 102626 members 
Entering Unmasked Estep 
Score: -11733252.000000 Penalty: 5762.481445
	Iteration 39Q: 3 clusters Score -1.173325e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -11733486.000000 Penalty: 5762.481445
	Iteration 40F: 3 clusters Score -1.173349e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -11733686.000000 Penalty: 5762.481445
	Iteration 41Q: 3 clusters Score -1.173369e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -11733882.000000 Penalty: 5762.481445
	Iteration 42Q: 3 clusters Score -1.173388e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -11734164.000000 Penalty: 5762.481445
	Iteration 43Q: 3 clusters Score -1.173416e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -11734301.000000 Penalty: 5762.481445
	Iteration 44Q: 3 clusters Score -1.17343e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -11734482.000000 Penalty: 5762.481445
	Iteration 45Q: 3 clusters Score -1.173448e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -11734679.000000 Penalty: 5762.481445
	Iteration 46Q: 3 clusters Score -1.173468e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -11734831.000000 Penalty: 5762.481445
	Iteration 47Q: 3 clusters Score -1.173483e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -11734981.000000 Penalty: 5762.481445
	Iteration 48Q: 3 clusters Score -1.173498e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -11735103.000000 Penalty: 5762.481445
	Iteration 49Q: 3 clusters Score -1.17351e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -11735178.000000 Penalty: 5762.481445
	Iteration 50Q: 3 clusters Score -1.173518e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -11735266.000000 Penalty: 5762.481445
	Iteration 51Q: 3 clusters Score -1.173527e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -11735384.000000 Penalty: 5762.481445
	Iteration 52Q: 3 clusters Score -1.173538e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -11735435.000000 Penalty: 5762.481445
	Iteration 53Q: 3 clusters Score -1.173544e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 109081 members 
Entering Unmasked Estep 
Score: -11735503.000000 Penalty: 5762.481445
	Iteration 54Q: 3 clusters Score -1.17355e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -11735527.000000 Penalty: 5762.481445
	Iteration 55Q: 3 clusters Score -1.173553e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -11735588.000000 Penalty: 5762.481445
	Iteration 56Q: 3 clusters Score -1.173559e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 109438 members 
Entering Unmasked Estep 
Score: -11735615.000000 Penalty: 5762.481445
	Iteration 57Q: 3 clusters Score -1.173562e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -11735629.000000 Penalty: 5762.481445
	Iteration 58Q: 3 clusters Score -1.173563e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -11735671.000000 Penalty: 5762.481445
	Iteration 59Q: 3 clusters Score -1.173567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 109710 members 
Entering Unmasked Estep 
Score: -11735706.000000 Penalty: 5762.481445
	Iteration 60F: 3 clusters Score -1.173571e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -11735711.000000 Penalty: 5762.481445
	Iteration 61Q: 3 clusters Score -1.173571e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -11735739.000000 Penalty: 5762.481445
	Iteration 62Q: 3 clusters Score -1.173574e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -11735755.000000 Penalty: 5762.481445
	Iteration 63Q: 3 clusters Score -1.173576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -11735783.000000 Penalty: 5762.481445
	Iteration 64Q: 3 clusters Score -1.173578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -11735790.000000 Penalty: 5762.481445
	Iteration 65Q: 3 clusters Score -1.173579e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -11735803.000000 Penalty: 5762.481445
	Iteration 66Q: 3 clusters Score -1.17358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -11735841.000000 Penalty: 5762.481445
	Iteration 67Q: 3 clusters Score -1.173584e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -11735866.000000 Penalty: 5762.481445
	Iteration 68Q: 3 clusters Score -1.173587e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -11735876.000000 Penalty: 5762.481445
	Iteration 69Q: 3 clusters Score -1.173588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -11735880.000000 Penalty: 5762.481445
	Iteration 70Q: 3 clusters Score -1.173588e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -11735885.000000 Penalty: 5762.481445
	Iteration 71Q: 3 clusters Score -1.173588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -11735896.000000 Penalty: 5762.481445
	Iteration 72Q: 3 clusters Score -1.17359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -11735912.000000 Penalty: 5762.481445
	Iteration 73Q: 3 clusters Score -1.173591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -11735918.000000 Penalty: 5762.481445
	Iteration 74Q: 3 clusters Score -1.173592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -11735923.000000 Penalty: 5762.481445
	Iteration 75Q: 3 clusters Score -1.173592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -11735926.000000 Penalty: 5762.481445
	Iteration 76Q: 3 clusters Score -1.173593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 110280 members 
Entering Unmasked Estep 
Score: -11735932.000000 Penalty: 5762.481445
	Iteration 77Q: 3 clusters Score -1.173593e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
Score: -11735932.000000 Penalty: 5762.481445
	Iteration 78Q: 3 clusters Score -1.173593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
Score: -11735956.000000 Penalty: 5762.481445
	Iteration 79Q: 3 clusters Score -1.173596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -11735950.000000 Penalty: 5762.481445
	Iteration 80F: 3 clusters Score -1.173595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -11735964.000000 Penalty: 5762.481445
	Iteration 81Q: 3 clusters Score -1.173596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -11735968.000000 Penalty: 5762.481445
	Iteration 82Q: 3 clusters Score -1.173597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -11735969.000000 Penalty: 5762.481445
	Iteration 83Q: 3 clusters Score -1.173597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -11735976.000000 Penalty: 5762.481445
	Iteration 84Q: 3 clusters Score -1.173598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -11735972.000000 Penalty: 5762.481445
	Iteration 85Q: 3 clusters Score -1.173597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -11735967.000000 Penalty: 5762.481445
	Iteration 86Q: 3 clusters Score -1.173597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -11735967.000000 Penalty: 5762.481445
	Iteration 87Q: 3 clusters Score -1.173597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -11735963.000000 Penalty: 5762.481445
	Iteration 88Q: 3 clusters Score -1.173596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -11735963.000000 Penalty: 5762.481445
	Iteration 89Q: 3 clusters Score -1.173596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -11735970.000000 Penalty: 5762.481445
	Iteration 90Q: 3 clusters Score -1.173597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -11735973.000000 Penalty: 5762.481445
	Iteration 91Q: 3 clusters Score -1.173597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -11735973.000000 Penalty: 5762.481445
	Iteration 92F: 3 clusters Score -1.173597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -117915.257812 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -117915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -115728.851562 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -115728.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116163.359375 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -116163.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -116333.796875 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -116333.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -116417.539062 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -116417.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -116492.859375 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -116492.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -116548.132812 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -116548.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -116603.101562 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -116603.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -116647.601562 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -116647.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -116690.203125 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -116690.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116732.078125 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -116732.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -116818.015625 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -116818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116893.750000 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -116893.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116976.796875 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -116976.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -117047.640625 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -117047.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -117105.742188 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -117105.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -117149.953125 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -117150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117187.992188 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -117188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -117212.906250 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -117212.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -117229.367188 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -117229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -117241.523438 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -117241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -117249.523438 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -117249.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -117251.937500 Penalty: 3603.653076
	Iteration 21Q: 3 clusters Score -117251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -117252.953125 Penalty: 3603.653076
	Iteration 22Q: 3 clusters Score -117253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -117255.664062 Penalty: 3603.653076
	Iteration 23Q: 3 clusters Score -117255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -117257.914062 Penalty: 3603.653076
	Iteration 24Q: 3 clusters Score -117257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -117260.117188 Penalty: 3603.653076
	Iteration 25Q: 3 clusters Score -117260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -117265.453125 Penalty: 3603.653076
	Iteration 26Q: 3 clusters Score -117265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -117269.054688 Penalty: 3603.653076
	Iteration 27Q: 3 clusters Score -117269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117269.976562 Penalty: 3603.653076
	Iteration 28Q: 3 clusters Score -117270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -117269.976562 Penalty: 3603.653076
	Iteration 29F: 3 clusters Score -117270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -201546.750000 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -201546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -198568.203125 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -198568.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -199151.468750 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -199151.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -199313.156250 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -199313.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -199392.218750 Penalty: 3901.133301
	Iteration 3Q: 3 clusters Score -199392.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -199444.000000 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -199444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -199491.203125 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -199491.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -199540.625000 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -199540.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -199585.625000 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -199585.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -199622.468750 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -199622.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -199657.312500 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -199657.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -199677.250000 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -199677.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -199698.656250 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -199698.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -199721.578125 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -199721.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -199739.656250 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -199739.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -199753.687500 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -199753.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -199772.375000 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -199772.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -199782.968750 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -199783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -199794.312500 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -199794.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -199812.078125 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -199812.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -199829.765625 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -199829.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -199844.500000 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -199844.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -199856.468750 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -199856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -199865.453125 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -199865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -199873.375000 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -199873.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -199887.203125 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -199887.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -199897.218750 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -199897.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -199906.375000 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -199906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -199913.937500 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -199913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -199922.390625 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -199922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -199932.046875 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -199932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -199938.531250 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -199938.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -199948.703125 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -199948.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -199961.281250 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -199961.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -199977.156250 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -199977.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -199991.562500 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -199991.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -200005.484375 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -200005.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -200015.843750 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -200015.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -200022.234375 Penalty: 3901.133301
	Iteration 37Q: 3 clusters Score -200022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -200027.125000 Penalty: 3901.133301
	Iteration 38Q: 3 clusters Score -200027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -200031.437500 Penalty: 3901.133301
	Iteration 39Q: 3 clusters Score -200031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -200035.953125 Penalty: 3901.133301
	Iteration 40F: 3 clusters Score -200036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -200041.906250 Penalty: 3901.133301
	Iteration 41Q: 3 clusters Score -200041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -200045.203125 Penalty: 3901.133301
	Iteration 42Q: 3 clusters Score -200045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -200049.437500 Penalty: 3901.133301
	Iteration 43Q: 3 clusters Score -200049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -200051.140625 Penalty: 3901.133301
	Iteration 44Q: 3 clusters Score -200051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -200052.671875 Penalty: 3901.133301
	Iteration 45Q: 3 clusters Score -200052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -200055.046875 Penalty: 3901.133301
	Iteration 46Q: 3 clusters Score -200055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -200055.046875 Penalty: 3901.133301
	Iteration 47F: 3 clusters Score -200055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (13192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Entering Unmasked Estep 
Score: -1025187.687500 Penalty: 2352.866699
	Iteration 0F: 2 clusters Score -1025188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1015520.250000 Penalty: 4705.733398
	Iteration 0F: 3 clusters Score -1015520 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1018752.625000 Penalty: 4705.733398
	Iteration 1F: 3 clusters Score -1018753 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1019359.062500 Penalty: 4705.733398
	Iteration 2F: 3 clusters Score -1019359 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1019938.562500 Penalty: 4705.733398
	Iteration 3F: 3 clusters Score -1019939 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1020521.750000 Penalty: 4705.733398
	Iteration 4F: 3 clusters Score -1020522 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1021152.437500 Penalty: 4705.733398
	Iteration 5F: 3 clusters Score -1021152 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1021739.312500 Penalty: 4705.733398
	Iteration 6F: 3 clusters Score -1021739 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1022257.000000 Penalty: 4705.733398
	Iteration 7F: 3 clusters Score -1022257 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1022720.812500 Penalty: 4705.733398
	Iteration 8Q: 3 clusters Score -1022721 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1023133.937500 Penalty: 4705.733398
	Iteration 9Q: 3 clusters Score -1023134 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1023506.312500 Penalty: 4705.733398
	Iteration 10Q: 3 clusters Score -1023506 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1023832.937500 Penalty: 4705.733398
	Iteration 11Q: 3 clusters Score -1023833 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1024113.062500 Penalty: 4705.733398
	Iteration 12Q: 3 clusters Score -1024113 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1024294.187500 Penalty: 4705.733398
	Iteration 13Q: 3 clusters Score -1024294 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1024420.312500 Penalty: 4705.733398
	Iteration 14Q: 3 clusters Score -1024420 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1024495.687500 Penalty: 4705.733398
	Iteration 15Q: 3 clusters Score -1024496 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1024543.312500 Penalty: 4705.733398
	Iteration 16Q: 3 clusters Score -1024543 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1024572.437500 Penalty: 4705.733398
	Iteration 17Q: 3 clusters Score -1024572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1024591.812500 Penalty: 4705.733398
	Iteration 18Q: 3 clusters Score -1024592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1024603.000000 Penalty: 4705.733398
	Iteration 19Q: 3 clusters Score -1024603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1024612.062500 Penalty: 4705.733398
	Iteration 20F: 3 clusters Score -1024612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1024614.125000 Penalty: 4705.733398
	Iteration 21Q: 3 clusters Score -1024614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1024616.312500 Penalty: 4705.733398
	Iteration 22Q: 3 clusters Score -1024616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1024622.875000 Penalty: 4705.733398
	Iteration 23Q: 3 clusters Score -1024623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1024626.250000 Penalty: 4705.733398
	Iteration 24Q: 3 clusters Score -1024626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1024627.812500 Penalty: 4705.733398
	Iteration 25Q: 3 clusters Score -1024628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1024627.937500 Penalty: 4705.733398
	Iteration 26Q: 3 clusters Score -1024628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1024634.250000 Penalty: 4705.733398
	Iteration 27Q: 3 clusters Score -1024634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1024637.062500 Penalty: 4705.733398
	Iteration 28Q: 3 clusters Score -1024637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1024639.062500 Penalty: 4705.733398
	Iteration 29Q: 3 clusters Score -1024639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1024640.000000 Penalty: 4705.733398
	Iteration 30Q: 3 clusters Score -1024640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1024641.875000 Penalty: 4705.733398
	Iteration 31Q: 3 clusters Score -1024642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1024640.875000 Penalty: 4705.733398
	Iteration 32Q: 3 clusters Score -1024641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1024644.125000 Penalty: 4705.733398
	Iteration 33Q: 3 clusters Score -1024644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1024647.812500 Penalty: 4705.733398
	Iteration 34Q: 3 clusters Score -1024648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1024648.062500 Penalty: 4705.733398
	Iteration 35Q: 3 clusters Score -1024648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1024648.437500 Penalty: 4705.733398
	Iteration 36Q: 3 clusters Score -1024648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1024646.812500 Penalty: 4705.733398
	Iteration 37Q: 3 clusters Score -1024647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1024643.812500 Penalty: 4705.733398
	Iteration 38Q: 3 clusters Score -1024644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1024643.812500 Penalty: 4705.733398
	Iteration 39F: 3 clusters Score -1024644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -390668.218750 Penalty: 2110.621826
	Iteration 0F: 2 clusters Score -390668.2 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 2448 members 
Entering Unmasked Estep 
Score: -386199.031250 Penalty: 4221.243652
	Iteration 0F: 3 clusters Score -386199 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -387250.937500 Penalty: 4221.243652
	Iteration 1F: 3 clusters Score -387250.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -387468.156250 Penalty: 4221.243652
	Iteration 2F: 3 clusters Score -387468.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -387596.500000 Penalty: 4221.243652
	Iteration 3F: 3 clusters Score -387596.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -387666.656250 Penalty: 4221.243652
	Iteration 4Q: 3 clusters Score -387666.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -387712.125000 Penalty: 4221.243652
	Iteration 5Q: 3 clusters Score -387712.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -387748.062500 Penalty: 4221.243652
	Iteration 6Q: 3 clusters Score -387748.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -387776.000000 Penalty: 4221.243652
	Iteration 7Q: 3 clusters Score -387776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -387802.500000 Penalty: 4221.243652
	Iteration 8Q: 3 clusters Score -387802.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -387836.875000 Penalty: 4221.243652
	Iteration 9Q: 3 clusters Score -387836.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -387871.562500 Penalty: 4221.243652
	Iteration 10Q: 3 clusters Score -387871.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -387899.156250 Penalty: 4221.243652
	Iteration 11Q: 3 clusters Score -387899.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -387927.718750 Penalty: 4221.243652
	Iteration 12Q: 3 clusters Score -387927.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -387956.968750 Penalty: 4221.243652
	Iteration 13Q: 3 clusters Score -387957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -387982.062500 Penalty: 4221.243652
	Iteration 14Q: 3 clusters Score -387982.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -388006.468750 Penalty: 4221.243652
	Iteration 15Q: 3 clusters Score -388006.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -388031.937500 Penalty: 4221.243652
	Iteration 16Q: 3 clusters Score -388031.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388057.187500 Penalty: 4221.243652
	Iteration 17Q: 3 clusters Score -388057.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -388090.218750 Penalty: 4221.243652
	Iteration 18Q: 3 clusters Score -388090.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -388130.218750 Penalty: 4221.243652
	Iteration 19Q: 3 clusters Score -388130.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -388171.656250 Penalty: 4221.243652
	Iteration 20F: 3 clusters Score -388171.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -388211.593750 Penalty: 4221.243652
	Iteration 21Q: 3 clusters Score -388211.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -388256.437500 Penalty: 4221.243652
	Iteration 22Q: 3 clusters Score -388256.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -388303.156250 Penalty: 4221.243652
	Iteration 23Q: 3 clusters Score -388303.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -388354.125000 Penalty: 4221.243652
	Iteration 24Q: 3 clusters Score -388354.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -388407.343750 Penalty: 4221.243652
	Iteration 25Q: 3 clusters Score -388407.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -388463.187500 Penalty: 4221.243652
	Iteration 26Q: 3 clusters Score -388463.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -388518.375000 Penalty: 4221.243652
	Iteration 27Q: 3 clusters Score -388518.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -388565.625000 Penalty: 4221.243652
	Iteration 28Q: 3 clusters Score -388565.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -388615.187500 Penalty: 4221.243652
	Iteration 29Q: 3 clusters Score -388615.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -388655.781250 Penalty: 4221.243652
	Iteration 30Q: 3 clusters Score -388655.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -388680.000000 Penalty: 4221.243652
	Iteration 31Q: 3 clusters Score -388680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -388716.000000 Penalty: 4221.243652
	Iteration 32Q: 3 clusters Score -388716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -388750.468750 Penalty: 4221.243652
	Iteration 33Q: 3 clusters Score -388750.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -388771.625000 Penalty: 4221.243652
	Iteration 34Q: 3 clusters Score -388771.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -388786.500000 Penalty: 4221.243652
	Iteration 35Q: 3 clusters Score -388786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -388798.562500 Penalty: 4221.243652
	Iteration 36Q: 3 clusters Score -388798.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -388807.812500 Penalty: 4221.243652
	Iteration 37Q: 3 clusters Score -388807.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -388813.562500 Penalty: 4221.243652
	Iteration 38Q: 3 clusters Score -388813.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -388821.468750 Penalty: 4221.243652
	Iteration 39Q: 3 clusters Score -388821.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -388826.343750 Penalty: 4221.243652
	Iteration 40F: 3 clusters Score -388826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -388827.000000 Penalty: 4221.243652
	Iteration 41Q: 3 clusters Score -388827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -388828.687500 Penalty: 4221.243652
	Iteration 42Q: 3 clusters Score -388828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -388830.687500 Penalty: 4221.243652
	Iteration 43Q: 3 clusters Score -388830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -388832.875000 Penalty: 4221.243652
	Iteration 44Q: 3 clusters Score -388832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -388834.687500 Penalty: 4221.243652
	Iteration 45Q: 3 clusters Score -388834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -388837.031250 Penalty: 4221.243652
	Iteration 46Q: 3 clusters Score -388837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -388837.312500 Penalty: 4221.243652
	Iteration 47Q: 3 clusters Score -388837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -388837.312500 Penalty: 4221.243652
	Iteration 48F: 3 clusters Score -388837.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -363266.750000 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -363266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -359575.281250 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -359575.3 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -360478.156250 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -360478.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -360778.218750 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -360778.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -360996.718750 Penalty: 4073.971680
	Iteration 3F: 3 clusters Score -360996.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -361148.375000 Penalty: 4073.971680
	Iteration 4F: 3 clusters Score -361148.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -361237.906250 Penalty: 4073.971680
	Iteration 5Q: 3 clusters Score -361237.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -361304.375000 Penalty: 4073.971680
	Iteration 6Q: 3 clusters Score -361304.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -361369.343750 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -361369.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -361414.312500 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -361414.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -361466.375000 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -361466.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -361523.093750 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -361523.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -361579.593750 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -361579.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -361629.781250 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -361629.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -361682.906250 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -361682.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -361729.625000 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -361729.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -361769.781250 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -361769.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -361798.031250 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -361798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -361826.625000 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -361826.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -361851.281250 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -361851.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -361874.375000 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -361874.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -361892.093750 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -361892.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -361906.062500 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -361906.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -361917.750000 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -361917.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -361928.656250 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -361928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -361936.218750 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -361936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -361944.500000 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -361944.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -361956.500000 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -361956.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -361965.093750 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -361965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -361971.812500 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -361971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -361978.625000 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -361978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -361981.125000 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -361981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -361984.687500 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -361984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -361985.968750 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -361986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -361986.812500 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -361986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -361993.687500 Penalty: 4073.971680
	Iteration 34Q: 3 clusters Score -361993.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -362002.437500 Penalty: 4073.971680
	Iteration 35Q: 3 clusters Score -362002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -362006.312500 Penalty: 4073.971680
	Iteration 36Q: 3 clusters Score -362006.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -362012.812500 Penalty: 4073.971680
	Iteration 37Q: 3 clusters Score -362012.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -362020.031250 Penalty: 4073.971680
	Iteration 38Q: 3 clusters Score -362020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -362026.687500 Penalty: 4073.971680
	Iteration 39Q: 3 clusters Score -362026.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -362035.625000 Penalty: 4073.971680
	Iteration 40F: 3 clusters Score -362035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -362040.718750 Penalty: 4073.971680
	Iteration 41Q: 3 clusters Score -362040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -362045.562500 Penalty: 4073.971680
	Iteration 42Q: 3 clusters Score -362045.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -362047.906250 Penalty: 4073.971680
	Iteration 43Q: 3 clusters Score -362047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -362053.093750 Penalty: 4073.971680
	Iteration 44Q: 3 clusters Score -362053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -362057.625000 Penalty: 4073.971680
	Iteration 45Q: 3 clusters Score -362057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -362061.093750 Penalty: 4073.971680
	Iteration 46Q: 3 clusters Score -362061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -362062.406250 Penalty: 4073.971680
	Iteration 47Q: 3 clusters Score -362062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -362064.781250 Penalty: 4073.971680
	Iteration 48Q: 3 clusters Score -362064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -362064.781250 Penalty: 4073.971680
	Iteration 49F: 3 clusters Score -362064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -97340.039062 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -97340.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95348.335938 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -95348.34 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -95656.742188 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -95656.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95764.343750 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -95764.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95825.585938 Penalty: 3454.679688
	Iteration 3Q: 3 clusters Score -95825.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95885.132812 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -95885.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95930.679688 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -95930.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95987.679688 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -95987.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96020.226562 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -96020.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96051.062500 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -96051.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96075.109375 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -96075.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96103.265625 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -96103.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96136.945312 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -96136.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96161.585938 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -96161.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96178.593750 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -96178.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96196.218750 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -96196.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96218.843750 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -96218.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96237.343750 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -96237.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96251.718750 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -96251.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -96257.421875 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -96257.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96268.585938 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -96268.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96283.289062 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -96283.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96303.914062 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -96303.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96319.914062 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -96319.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96336.843750 Penalty: 3454.679688
	Iteration 23Q: 3 clusters Score -96336.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96350.835938 Penalty: 3454.679688
	Iteration 24Q: 3 clusters Score -96350.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96368.195312 Penalty: 3454.679688
	Iteration 25Q: 3 clusters Score -96368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96384.320312 Penalty: 3454.679688
	Iteration 26Q: 3 clusters Score -96384.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96396.796875 Penalty: 3454.679688
	Iteration 27Q: 3 clusters Score -96396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96403.757812 Penalty: 3454.679688
	Iteration 28Q: 3 clusters Score -96403.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96408.500000 Penalty: 3454.679688
	Iteration 29Q: 3 clusters Score -96408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96415.726562 Penalty: 3454.679688
	Iteration 30Q: 3 clusters Score -96415.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96421.500000 Penalty: 3454.679688
	Iteration 31Q: 3 clusters Score -96421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96424.679688 Penalty: 3454.679688
	Iteration 32Q: 3 clusters Score -96424.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96432.820312 Penalty: 3454.679688
	Iteration 33Q: 3 clusters Score -96432.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96441.078125 Penalty: 3454.679688
	Iteration 34Q: 3 clusters Score -96441.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96446.945312 Penalty: 3454.679688
	Iteration 35Q: 3 clusters Score -96446.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96452.679688 Penalty: 3454.679688
	Iteration 36Q: 3 clusters Score -96452.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96461.343750 Penalty: 3454.679688
	Iteration 37Q: 3 clusters Score -96461.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96473.601562 Penalty: 3454.679688
	Iteration 38Q: 3 clusters Score -96473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96478.234375 Penalty: 3454.679688
	Iteration 39Q: 3 clusters Score -96478.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96484.812500 Penalty: 3454.679688
	Iteration 40F: 3 clusters Score -96484.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96494.273438 Penalty: 3454.679688
	Iteration 41Q: 3 clusters Score -96494.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96497.609375 Penalty: 3454.679688
	Iteration 42Q: 3 clusters Score -96497.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96501.078125 Penalty: 3454.679688
	Iteration 43Q: 3 clusters Score -96501.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96501.078125 Penalty: 3454.679688
	Iteration 44F: 3 clusters Score -96501.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (22355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Entering Unmasked Estep 
Score: -1648543.250000 Penalty: 2483.671631
	Iteration 0F: 2 clusters Score -1648543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1632994.875000 Penalty: 4967.343262
	Iteration 0F: 3 clusters Score -1632995 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1638423.125000 Penalty: 4967.343262
	Iteration 1F: 3 clusters Score -1638423 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1638978.125000 Penalty: 4967.343262
	Iteration 2F: 3 clusters Score -1638978 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1639505.750000 Penalty: 4967.343262
	Iteration 3F: 3 clusters Score -1639506 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1640025.500000 Penalty: 4967.343262
	Iteration 4Q: 3 clusters Score -1640026 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1640570.375000 Penalty: 4967.343262
	Iteration 5Q: 3 clusters Score -1640570 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1641137.125000 Penalty: 4967.343262
	Iteration 6Q: 3 clusters Score -1641137 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1641714.875000 Penalty: 4967.343262
	Iteration 7Q: 3 clusters Score -1641715 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1642271.875000 Penalty: 4967.343262
	Iteration 8Q: 3 clusters Score -1642272 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1642818.375000 Penalty: 4967.343262
	Iteration 9Q: 3 clusters Score -1642818 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1643373.125000 Penalty: 4967.343262
	Iteration 10Q: 3 clusters Score -1643373 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1643886.125000 Penalty: 4967.343262
	Iteration 11Q: 3 clusters Score -1643886 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1644392.375000 Penalty: 4967.343262
	Iteration 12Q: 3 clusters Score -1644392 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1644834.250000 Penalty: 4967.343262
	Iteration 13Q: 3 clusters Score -1644834 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1645216.625000 Penalty: 4967.343262
	Iteration 14Q: 3 clusters Score -1645217 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1645550.750000 Penalty: 4967.343262
	Iteration 15Q: 3 clusters Score -1645551 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1645861.125000 Penalty: 4967.343262
	Iteration 16Q: 3 clusters Score -1645861 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1646108.750000 Penalty: 4967.343262
	Iteration 17Q: 3 clusters Score -1646109 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1646300.750000 Penalty: 4967.343262
	Iteration 18Q: 3 clusters Score -1646301 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1646474.625000 Penalty: 4967.343262
	Iteration 19Q: 3 clusters Score -1646475 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1646633.000000 Penalty: 4967.343262
	Iteration 20F: 3 clusters Score -1646633 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -1646821.625000 Penalty: 4967.343262
	Iteration 21Q: 3 clusters Score -1646822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1646959.000000 Penalty: 4967.343262
	Iteration 22Q: 3 clusters Score -1646959 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1647056.500000 Penalty: 4967.343262
	Iteration 23Q: 3 clusters Score -1647056 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1647126.500000 Penalty: 4967.343262
	Iteration 24Q: 3 clusters Score -1647126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1647176.750000 Penalty: 4967.343262
	Iteration 25Q: 3 clusters Score -1647177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -1647202.375000 Penalty: 4967.343262
	Iteration 26Q: 3 clusters Score -1647202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1647212.750000 Penalty: 4967.343262
	Iteration 27Q: 3 clusters Score -1647213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1647221.500000 Penalty: 4967.343262
	Iteration 28Q: 3 clusters Score -1647222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -1647227.750000 Penalty: 4967.343262
	Iteration 29Q: 3 clusters Score -1647228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -1647241.250000 Penalty: 4967.343262
	Iteration 30Q: 3 clusters Score -1647241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -1647243.375000 Penalty: 4967.343262
	Iteration 31Q: 3 clusters Score -1647243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -1647246.750000 Penalty: 4967.343262
	Iteration 32Q: 3 clusters Score -1647247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -1647256.125000 Penalty: 4967.343262
	Iteration 33Q: 3 clusters Score -1647256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1647267.125000 Penalty: 4967.343262
	Iteration 34Q: 3 clusters Score -1647267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1647271.125000 Penalty: 4967.343262
	Iteration 35Q: 3 clusters Score -1647271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -1647276.125000 Penalty: 4967.343262
	Iteration 36Q: 3 clusters Score -1647276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -1647279.375000 Penalty: 4967.343262
	Iteration 37Q: 3 clusters Score -1647279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1647282.500000 Penalty: 4967.343262
	Iteration 38Q: 3 clusters Score -1647282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1647285.875000 Penalty: 4967.343262
	Iteration 39Q: 3 clusters Score -1647286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -1647287.750000 Penalty: 4967.343262
	Iteration 40F: 3 clusters Score -1647288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1647287.875000 Penalty: 4967.343262
	Iteration 41Q: 3 clusters Score -1647288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1647289.625000 Penalty: 4967.343262
	Iteration 42Q: 3 clusters Score -1647290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1647293.500000 Penalty: 4967.343262
	Iteration 43Q: 3 clusters Score -1647294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1647293.125000 Penalty: 4967.343262
	Iteration 44Q: 3 clusters Score -1647293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1647291.875000 Penalty: 4967.343262
	Iteration 45Q: 3 clusters Score -1647292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1647293.875000 Penalty: 4967.343262
	Iteration 46Q: 3 clusters Score -1647294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1647293.875000 Penalty: 4967.343262
	Iteration 47F: 3 clusters Score -1647294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -237619.078125 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -237619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -234155.468750 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -234155.5 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -234840.921875 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -234840.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -235020.515625 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -235020.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -235113.140625 Penalty: 4008.564941
	Iteration 3Q: 3 clusters Score -235113.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -235176.531250 Penalty: 4008.564941
	Iteration 4Q: 3 clusters Score -235176.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -235223.984375 Penalty: 4008.564941
	Iteration 5Q: 3 clusters Score -235224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -235257.328125 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -235257.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -235277.437500 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -235277.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -235292.203125 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -235292.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -235307.093750 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -235307.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -235313.171875 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -235313.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235319.921875 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -235319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235325.515625 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -235325.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235333.750000 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -235333.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -235345.671875 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -235345.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -235357.781250 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -235357.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -235369.343750 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -235369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235379.265625 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -235379.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235388.015625 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -235388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -235396.703125 Penalty: 4008.564941
	Iteration 19Q: 3 clusters Score -235396.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -235408.906250 Penalty: 4008.564941
	Iteration 20F: 3 clusters Score -235408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -235418.953125 Penalty: 4008.564941
	Iteration 21Q: 3 clusters Score -235419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -235433.765625 Penalty: 4008.564941
	Iteration 22Q: 3 clusters Score -235433.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -235451.968750 Penalty: 4008.564941
	Iteration 23Q: 3 clusters Score -235452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -235471.437500 Penalty: 4008.564941
	Iteration 24Q: 3 clusters Score -235471.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -235487.843750 Penalty: 4008.564941
	Iteration 25Q: 3 clusters Score -235487.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -235499.062500 Penalty: 4008.564941
	Iteration 26Q: 3 clusters Score -235499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -235508.093750 Penalty: 4008.564941
	Iteration 27Q: 3 clusters Score -235508.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -235517.953125 Penalty: 4008.564941
	Iteration 28Q: 3 clusters Score -235518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -235526.187500 Penalty: 4008.564941
	Iteration 29Q: 3 clusters Score -235526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -235533.609375 Penalty: 4008.564941
	Iteration 30Q: 3 clusters Score -235533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -235539.812500 Penalty: 4008.564941
	Iteration 31Q: 3 clusters Score -235539.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -235546.859375 Penalty: 4008.564941
	Iteration 32Q: 3 clusters Score -235546.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -235550.812500 Penalty: 4008.564941
	Iteration 33Q: 3 clusters Score -235550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -235554.250000 Penalty: 4008.564941
	Iteration 34Q: 3 clusters Score -235554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -235557.437500 Penalty: 4008.564941
	Iteration 35Q: 3 clusters Score -235557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -235559.484375 Penalty: 4008.564941
	Iteration 36Q: 3 clusters Score -235559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -235561.828125 Penalty: 4008.564941
	Iteration 37Q: 3 clusters Score -235561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -235564.046875 Penalty: 4008.564941
	Iteration 38Q: 3 clusters Score -235564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -235567.031250 Penalty: 4008.564941
	Iteration 39Q: 3 clusters Score -235567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -235571.593750 Penalty: 4008.564941
	Iteration 40F: 3 clusters Score -235571.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -235576.093750 Penalty: 4008.564941
	Iteration 41Q: 3 clusters Score -235576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -235578.671875 Penalty: 4008.564941
	Iteration 42Q: 3 clusters Score -235578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -235581.500000 Penalty: 4008.564941
	Iteration 43Q: 3 clusters Score -235581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -235583.265625 Penalty: 4008.564941
	Iteration 44Q: 3 clusters Score -235583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -235585.187500 Penalty: 4008.564941
	Iteration 45Q: 3 clusters Score -235585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -235586.562500 Penalty: 4008.564941
	Iteration 46Q: 3 clusters Score -235586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -235587.421875 Penalty: 4008.564941
	Iteration 47Q: 3 clusters Score -235587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -235588.187500 Penalty: 4008.564941
	Iteration 48Q: 3 clusters Score -235588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235588.640625 Penalty: 4008.564941
	Iteration 49Q: 3 clusters Score -235588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235588.640625 Penalty: 4008.564941
	Iteration 50F: 3 clusters Score -235588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -497225.593750 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -497225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -491378.437500 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -491378.4 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -493118.343750 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -493118.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -493489.437500 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -493489.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -493743.562500 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -493743.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -493956.406250 Penalty: 4395.089355
	Iteration 4Q: 3 clusters Score -493956.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -494128.531250 Penalty: 4395.089355
	Iteration 5Q: 3 clusters Score -494128.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -494286.687500 Penalty: 4395.089355
	Iteration 6Q: 3 clusters Score -494286.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -494411.812500 Penalty: 4395.089355
	Iteration 7Q: 3 clusters Score -494411.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -494505.875000 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -494505.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -494591.968750 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -494592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -494664.500000 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -494664.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -494738.187500 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -494738.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -494820.187500 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -494820.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -494899.718750 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -494899.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -494971.875000 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -494971.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -495033.937500 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -495033.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -495100.906250 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -495100.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -495183.875000 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -495183.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -495306.687500 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -495306.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -495433.093750 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -495433.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -495530.250000 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -495530.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -495597.187500 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -495597.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -495636.593750 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -495636.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -495665.000000 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -495665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -495689.218750 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -495689.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -495710.937500 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -495710.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -495733.093750 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -495733.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -495750.468750 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -495750.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -495763.343750 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -495763.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -495774.375000 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -495774.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -495792.812500 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -495792.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -495816.750000 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -495816.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -495835.125000 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -495835.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -495856.156250 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -495856.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -495882.562500 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -495882.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -495900.187500 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -495900.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -495913.125000 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -495913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -495927.093750 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -495927.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -495937.375000 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -495937.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -495951.125000 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -495951.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -495960.593750 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -495960.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -495969.250000 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -495969.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -495978.843750 Penalty: 4395.089355
	Iteration 42Q: 3 clusters Score -495978.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -495984.843750 Penalty: 4395.089355
	Iteration 43Q: 3 clusters Score -495984.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -495990.343750 Penalty: 4395.089355
	Iteration 44Q: 3 clusters Score -495990.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -495995.437500 Penalty: 4395.089355
	Iteration 45Q: 3 clusters Score -495995.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -495999.125000 Penalty: 4395.089355
	Iteration 46Q: 3 clusters Score -495999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -496001.250000 Penalty: 4395.089355
	Iteration 47Q: 3 clusters Score -496001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -496003.250000 Penalty: 4395.089355
	Iteration 48Q: 3 clusters Score -496003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -496006.281250 Penalty: 4395.089355
	Iteration 49Q: 3 clusters Score -496006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -496007.593750 Penalty: 4395.089355
	Iteration 50Q: 3 clusters Score -496007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -496010.656250 Penalty: 4395.089355
	Iteration 51Q: 3 clusters Score -496010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -496011.781250 Penalty: 4395.089355
	Iteration 52Q: 3 clusters Score -496011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -496012.156250 Penalty: 4395.089355
	Iteration 53Q: 3 clusters Score -496012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -496014.593750 Penalty: 4395.089355
	Iteration 54Q: 3 clusters Score -496014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -496016.593750 Penalty: 4395.089355
	Iteration 55Q: 3 clusters Score -496016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -496016.812500 Penalty: 4395.089355
	Iteration 56Q: 3 clusters Score -496016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -496018.625000 Penalty: 4395.089355
	Iteration 57Q: 3 clusters Score -496018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -496019.031250 Penalty: 4395.089355
	Iteration 58Q: 3 clusters Score -496019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -496019.781250 Penalty: 4395.089355
	Iteration 59Q: 3 clusters Score -496019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -496020.406250 Penalty: 4395.089355
	Iteration 60F: 3 clusters Score -496020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -496020.906250 Penalty: 4395.089355
	Iteration 61Q: 3 clusters Score -496020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -496020.750000 Penalty: 4395.089355
	Iteration 62Q: 3 clusters Score -496020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -496021.031250 Penalty: 4395.089355
	Iteration 63Q: 3 clusters Score -496021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -496022.437500 Penalty: 4395.089355
	Iteration 64Q: 3 clusters Score -496022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -496021.968750 Penalty: 4395.089355
	Iteration 65Q: 3 clusters Score -496022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -496022.531250 Penalty: 4395.089355
	Iteration 66Q: 3 clusters Score -496022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -496022.531250 Penalty: 4395.089355
	Iteration 67F: 3 clusters Score -496022.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -716309.750000 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -716309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -710491.375000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -710491.4 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -712115.187500 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -712115.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -712415.500000 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -712415.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -712634.500000 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -712634.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -712798.375000 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -712798.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -712925.062500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -712925.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -713035.687500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -713035.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -713115.562500 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -713115.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -713200.500000 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -713200.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -713293.750000 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -713293.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -713409.687500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -713409.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -713527.750000 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -713527.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -713659.187500 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -713659.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -713807.812500 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -713807.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -713962.687500 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -713962.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -714098.437500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -714098.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -714224.062500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -714224.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -714341.562500 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -714341.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -714432.812500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -714432.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -714515.312500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -714515.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -714600.000000 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -714600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -714663.250000 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -714663.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -714710.875000 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -714710.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -714744.062500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -714744.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -714770.875000 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -714770.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -714783.687500 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -714783.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -714792.625000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -714792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -714803.625000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -714803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -714808.125000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -714808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -714813.437500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -714813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -714815.687500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -714815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -714816.875000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -714816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -714817.875000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -714817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -714817.875000 Penalty: 4399.988281
	Iteration 33F: 3 clusters Score -714817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -538609.750000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -538609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -533645.625000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -533645.6 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -534905.937500 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -534905.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -535190.062500 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -535190.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -535354.562500 Penalty: 4285.060059
	Iteration 3F: 3 clusters Score -535354.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -535448.750000 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -535448.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -535508.250000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -535508.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -535544.875000 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -535544.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -535571.937500 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -535571.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -535590.187500 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -535590.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -535612.562500 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -535612.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -535628.000000 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -535628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -535643.937500 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -535643.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -535659.625000 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -535659.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -535674.187500 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -535674.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -535686.625000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -535686.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -535700.250000 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -535700.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -535710.187500 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -535710.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -535716.375000 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -535716.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -535722.687500 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -535722.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -535729.062500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -535729.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -535735.750000 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -535735.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -535743.812500 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -535743.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -535751.812500 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -535751.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -535759.875000 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -535759.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -535771.062500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -535771.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -535783.500000 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -535783.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -535797.625000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -535797.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -535811.000000 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -535811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -535828.125000 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -535828.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -535841.125000 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -535841.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -535854.625000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -535854.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -535866.250000 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -535866.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -535879.875000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -535879.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -535898.312500 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -535898.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -535919.625000 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -535919.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -535940.500000 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -535940.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -535960.250000 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -535960.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -535984.062500 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -535984.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -536011.250000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -536011.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -536041.000000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -536041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -536071.875000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -536071.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -536105.375000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -536105.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -536149.062500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -536149.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -536191.187500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -536191.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -536235.812500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -536235.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -536281.750000 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -536281.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -536334.812500 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -536334.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -536388.250000 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -536388.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -536448.250000 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -536448.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -536500.187500 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -536500.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -536548.250000 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -536548.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -536592.062500 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -536592.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -536633.437500 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -536633.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -536668.125000 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -536668.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -536693.625000 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -536693.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -536712.125000 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -536712.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -536724.625000 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -536724.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -536742.562500 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -536742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -536759.562500 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -536759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -536774.062500 Penalty: 4285.060059
	Iteration 59Q: 3 clusters Score -536774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -536782.500000 Penalty: 4285.060059
	Iteration 60F: 3 clusters Score -536782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -536787.500000 Penalty: 4285.060059
	Iteration 61Q: 3 clusters Score -536787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -536790.625000 Penalty: 4285.060059
	Iteration 62Q: 3 clusters Score -536790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -536793.250000 Penalty: 4285.060059
	Iteration 63Q: 3 clusters Score -536793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -536794.125000 Penalty: 4285.060059
	Iteration 64Q: 3 clusters Score -536794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -536797.000000 Penalty: 4285.060059
	Iteration 65Q: 3 clusters Score -536797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -536801.562500 Penalty: 4285.060059
	Iteration 66Q: 3 clusters Score -536801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -536804.375000 Penalty: 4285.060059
	Iteration 67Q: 3 clusters Score -536804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -536808.437500 Penalty: 4285.060059
	Iteration 68Q: 3 clusters Score -536808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -536809.937500 Penalty: 4285.060059
	Iteration 69Q: 3 clusters Score -536809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -536816.562500 Penalty: 4285.060059
	Iteration 70Q: 3 clusters Score -536816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -536823.437500 Penalty: 4285.060059
	Iteration 71Q: 3 clusters Score -536823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -536827.062500 Penalty: 4285.060059
	Iteration 72Q: 3 clusters Score -536827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -536828.187500 Penalty: 4285.060059
	Iteration 73Q: 3 clusters Score -536828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -536829.562500 Penalty: 4285.060059
	Iteration 74Q: 3 clusters Score -536829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -536837.437500 Penalty: 4285.060059
	Iteration 75Q: 3 clusters Score -536837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -536840.375000 Penalty: 4285.060059
	Iteration 76Q: 3 clusters Score -536840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -536844.437500 Penalty: 4285.060059
	Iteration 77Q: 3 clusters Score -536844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -536845.625000 Penalty: 4285.060059
	Iteration 78Q: 3 clusters Score -536845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -536848.125000 Penalty: 4285.060059
	Iteration 79Q: 3 clusters Score -536848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -536848.125000 Penalty: 4285.060059
	Iteration 80F: 3 clusters Score -536848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 239Q: 69 clusters Score -1.508162e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111069 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 240F: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111300 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27074 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11998 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111068 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 241Q: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111300 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27076 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11999 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 242Q: 69 clusters Score -1.508162e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111301 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27076 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74271 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11999 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 243Q: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111303 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74271 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11999 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111067 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816208.000000 Penalty: 242702.312500
Iteration 244Q: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111304 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 11999 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 245Q: 69 clusters Score -1.508163e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111304 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142946 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27071 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 246Q: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111304 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142947 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27070 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74272 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111065 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 247Q: 69 clusters Score -1.508163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111302 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142949 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74271 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111064 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 248Q: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142950 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27073 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74271 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111064 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 249Q: 69 clusters Score -1.508162e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111299 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142951 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74270 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107513 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111064 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 250Q: 69 clusters Score -1.508163e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111296 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142953 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74268 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107513 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111067 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 251Q: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111294 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142953 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107513 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111070 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816208.000000 Penalty: 242702.312500
Iteration 252Q: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111293 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142954 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111071 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816208.000000 Penalty: 242702.312500
Iteration 253Q: 69 clusters Score -1.508162e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111292 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142954 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111072 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 254Q: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111290 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142956 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111072 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816208.000000 Penalty: 242702.312500
Iteration 255Q: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111288 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142957 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111073 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816192.000000 Penalty: 242702.312500
Iteration 256Q: 69 clusters Score -1.508162e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111285 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142959 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111074 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816208.000000 Penalty: 242702.312500
Iteration 257Q: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111282 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142961 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107512 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111075 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 258Q: 69 clusters Score -1.508162e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111280 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142964 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111075 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 259Q: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111278 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142966 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111075 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 260F: 69 clusters Score -1.508162e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111274 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142969 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816240.000000 Penalty: 242702.312500
Iteration 261Q: 69 clusters Score -1.508162e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111272 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142971 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816224.000000 Penalty: 242702.312500
Iteration 262Q: 69 clusters Score -1.508162e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111271 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142972 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 263Q: 69 clusters Score -1.508163e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111271 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142972 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150816256.000000 Penalty: 242702.312500
Iteration 264F: 69 clusters Score -1.508163e+08 nChanged 0
Entering ConstructFrom: 
Score: -150816256.000000 Penalty: 242702.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -179710.546875 Penalty: 1966.958618
	Iteration 0F: 2 clusters Score -179710.5 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 1376 members 
Entering Unmasked Estep 
Score: -176612.000000 Penalty: 3933.917236
	Iteration 0F: 3 clusters Score -176612 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -177461.203125 Penalty: 3933.917236
	Iteration 1F: 3 clusters Score -177461.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -178155.312500 Penalty: 3933.917236
	Iteration 2F: 3 clusters Score -178155.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -178934.046875 Penalty: 3933.917236
	Iteration 3F: 3 clusters Score -178934 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179334.484375 Penalty: 3933.917236
	Iteration 4F: 3 clusters Score -179334.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -179516.843750 Penalty: 3933.917236
	Iteration 5Q: 3 clusters Score -179516.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179647.171875 Penalty: 3933.917236
	Iteration 6Q: 3 clusters Score -179647.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179723.015625 Penalty: 3933.917236
	Iteration 7Q: 3 clusters Score -179723 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -179763.687500 Penalty: 3933.917236
	Iteration 8Q: 3 clusters Score -179763.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -179787.421875 Penalty: 3933.917236
	Iteration 9Q: 3 clusters Score -179787.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -179805.843750 Penalty: 3933.917236
	Iteration 10Q: 3 clusters Score -179805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -179819.578125 Penalty: 3933.917236
	Iteration 11Q: 3 clusters Score -179819.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -179838.640625 Penalty: 3933.917236
	Iteration 12Q: 3 clusters Score -179838.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179847.671875 Penalty: 3933.917236
	Iteration 13Q: 3 clusters Score -179847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -179859.750000 Penalty: 3933.917236
	Iteration 14Q: 3 clusters Score -179859.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -179873.687500 Penalty: 3933.917236
	Iteration 15Q: 3 clusters Score -179873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179892.984375 Penalty: 3933.917236
	Iteration 16Q: 3 clusters Score -179893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179916.546875 Penalty: 3933.917236
	Iteration 17Q: 3 clusters Score -179916.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -179931.093750 Penalty: 3933.917236
	Iteration 18Q: 3 clusters Score -179931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179938.453125 Penalty: 3933.917236
	Iteration 19Q: 3 clusters Score -179938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -179948.093750 Penalty: 3933.917236
	Iteration 20F: 3 clusters Score -179948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179954.218750 Penalty: 3933.917236
	Iteration 21Q: 3 clusters Score -179954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -179955.531250 Penalty: 3933.917236
	Iteration 22Q: 3 clusters Score -179955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179958.765625 Penalty: 3933.917236
	Iteration 23Q: 3 clusters Score -179958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179960.593750 Penalty: 3933.917236
	Iteration 24Q: 3 clusters Score -179960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179962.812500 Penalty: 3933.917236
	Iteration 25Q: 3 clusters Score -179962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -179962.546875 Penalty: 3933.917236
	Iteration 26Q: 3 clusters Score -179962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -179962.546875 Penalty: 3933.917236
	Iteration 27F: 3 clusters Score -179962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111271 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142972 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 655 members 
Entering Unmasked Estep 
Score: -150814560.000000 Penalty: 246271.468750
Splitting cluster 1 changes total score from -150816256.000000 to -150814560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -345113.406250 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -345113.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -340949.281250 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -340949.3 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -342063.468750 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -342063.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -342412.656250 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -342412.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -342692.093750 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -342692.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -342943.562500 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -342943.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -343205.562500 Penalty: 4162.248535
	Iteration 5F: 3 clusters Score -343205.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -343385.468750 Penalty: 4162.248535
	Iteration 6F: 3 clusters Score -343385.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -343517.468750 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -343517.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -343604.031250 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -343604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -343680.781250 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -343680.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -343735.406250 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -343735.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -343784.656250 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -343784.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -343807.531250 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -343807.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -343820.593750 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -343820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -343833.875000 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -343833.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -343843.468750 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -343843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -343848.812500 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -343848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -343853.625000 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -343853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -343858.343750 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -343858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -343863.000000 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -343863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -343867.875000 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -343867.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -343872.625000 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -343872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -343875.000000 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -343875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -343877.531250 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -343877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -343882.312500 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -343882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -343885.312500 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -343885.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -343889.000000 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -343889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -343890.281250 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -343890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -343892.187500 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -343892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -343894.000000 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -343894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -343895.718750 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -343895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -343898.625000 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -343898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -343901.593750 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -343901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -343902.625000 Penalty: 4162.248535
	Iteration 33Q: 3 clusters Score -343902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -343904.343750 Penalty: 4162.248535
	Iteration 34Q: 3 clusters Score -343904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -343905.125000 Penalty: 4162.248535
	Iteration 35Q: 3 clusters Score -343905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -343906.375000 Penalty: 4162.248535
	Iteration 36Q: 3 clusters Score -343906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -343908.218750 Penalty: 4162.248535
	Iteration 37Q: 3 clusters Score -343908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -343907.343750 Penalty: 4162.248535
	Iteration 38Q: 3 clusters Score -343907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -343907.343750 Penalty: 4162.248535
	Iteration 39F: 3 clusters Score -343907.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -464956.937500 Penalty: 2171.969482
	Iteration 0F: 2 clusters Score -464956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -459522.281250 Penalty: 4343.938965
	Iteration 0F: 3 clusters Score -459522.3 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -460924.000000 Penalty: 4343.938965
	Iteration 1F: 3 clusters Score -460924 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -461178.281250 Penalty: 4343.938965
	Iteration 2F: 3 clusters Score -461178.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -461348.781250 Penalty: 4343.938965
	Iteration 3F: 3 clusters Score -461348.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -461493.031250 Penalty: 4343.938965
	Iteration 4Q: 3 clusters Score -461493 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -461619.031250 Penalty: 4343.938965
	Iteration 5Q: 3 clusters Score -461619 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -461726.937500 Penalty: 4343.938965
	Iteration 6Q: 3 clusters Score -461726.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -461823.718750 Penalty: 4343.938965
	Iteration 7Q: 3 clusters Score -461823.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -461917.250000 Penalty: 4343.938965
	Iteration 8Q: 3 clusters Score -461917.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -462010.250000 Penalty: 4343.938965
	Iteration 9Q: 3 clusters Score -462010.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -462108.031250 Penalty: 4343.938965
	Iteration 10Q: 3 clusters Score -462108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -462230.187500 Penalty: 4343.938965
	Iteration 11Q: 3 clusters Score -462230.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -462379.281250 Penalty: 4343.938965
	Iteration 12Q: 3 clusters Score -462379.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -462563.968750 Penalty: 4343.938965
	Iteration 13Q: 3 clusters Score -462564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -462784.968750 Penalty: 4343.938965
	Iteration 14Q: 3 clusters Score -462785 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -463057.687500 Penalty: 4343.938965
	Iteration 15Q: 3 clusters Score -463057.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -463482.218750 Penalty: 4343.938965
	Iteration 16Q: 3 clusters Score -463482.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -463963.031250 Penalty: 4343.938965
	Iteration 17Q: 3 clusters Score -463963 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -464242.437500 Penalty: 4343.938965
	Iteration 18Q: 3 clusters Score -464242.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -464354.000000 Penalty: 4343.938965
	Iteration 19Q: 3 clusters Score -464354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -464411.937500 Penalty: 4343.938965
	Iteration 20F: 3 clusters Score -464411.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -464446.437500 Penalty: 4343.938965
	Iteration 21Q: 3 clusters Score -464446.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -464467.218750 Penalty: 4343.938965
	Iteration 22Q: 3 clusters Score -464467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -464476.937500 Penalty: 4343.938965
	Iteration 23Q: 3 clusters Score -464476.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -464484.281250 Penalty: 4343.938965
	Iteration 24Q: 3 clusters Score -464484.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -464493.218750 Penalty: 4343.938965
	Iteration 25Q: 3 clusters Score -464493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -464497.406250 Penalty: 4343.938965
	Iteration 26Q: 3 clusters Score -464497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -464499.312500 Penalty: 4343.938965
	Iteration 27Q: 3 clusters Score -464499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -464501.843750 Penalty: 4343.938965
	Iteration 28Q: 3 clusters Score -464501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -464501.843750 Penalty: 4343.938965
	Iteration 29F: 3 clusters Score -464501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Entering Unmasked Estep 
Score: -5338975.000000 Penalty: 2753.140137
	Iteration 0F: 2 clusters Score -5338975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -5294478.000000 Penalty: 5506.280273
	Iteration 0F: 3 clusters Score -5294478 nChanged 30999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -5312258.500000 Penalty: 5506.280273
	Iteration 1F: 3 clusters Score -5312258 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -5313206.500000 Penalty: 5506.280273
	Iteration 2Q: 3 clusters Score -5313206 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -5314481.500000 Penalty: 5506.280273
	Iteration 3Q: 3 clusters Score -5314482 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5316367.000000 Penalty: 5506.280273
	Iteration 4Q: 3 clusters Score -5316367 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -5319077.500000 Penalty: 5506.280273
	Iteration 5F: 3 clusters Score -5319078 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -5322425.500000 Penalty: 5506.280273
	Iteration 6F: 3 clusters Score -5322426 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -5326103.000000 Penalty: 5506.280273
	Iteration 7F: 3 clusters Score -5326103 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -5329680.000000 Penalty: 5506.280273
	Iteration 8F: 3 clusters Score -5329680 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -5332646.000000 Penalty: 5506.280273
	Iteration 9Q: 3 clusters Score -5332646 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -5334600.500000 Penalty: 5506.280273
	Iteration 10Q: 3 clusters Score -5334600 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -5335647.500000 Penalty: 5506.280273
	Iteration 11Q: 3 clusters Score -5335648 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -5336163.000000 Penalty: 5506.280273
	Iteration 12Q: 3 clusters Score -5336163 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -5336425.500000 Penalty: 5506.280273
	Iteration 13Q: 3 clusters Score -5336426 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -5336583.500000 Penalty: 5506.280273
	Iteration 14Q: 3 clusters Score -5336584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -5336661.500000 Penalty: 5506.280273
	Iteration 15Q: 3 clusters Score -5336662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -5336709.000000 Penalty: 5506.280273
	Iteration 16Q: 3 clusters Score -5336709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -5336752.000000 Penalty: 5506.280273
	Iteration 17Q: 3 clusters Score -5336752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -5336783.500000 Penalty: 5506.280273
	Iteration 18Q: 3 clusters Score -5336784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -5336799.000000 Penalty: 5506.280273
	Iteration 19Q: 3 clusters Score -5336799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -5336810.500000 Penalty: 5506.280273
	Iteration 20F: 3 clusters Score -5336810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -5336811.500000 Penalty: 5506.280273
	Iteration 21Q: 3 clusters Score -5336812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -5336818.000000 Penalty: 5506.280273
	Iteration 22Q: 3 clusters Score -5336818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -5336823.000000 Penalty: 5506.280273
	Iteration 23Q: 3 clusters Score -5336823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -5336828.500000 Penalty: 5506.280273
	Iteration 24Q: 3 clusters Score -5336828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -5336828.500000 Penalty: 5506.280273
	Iteration 25Q: 3 clusters Score -5336828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -5336843.500000 Penalty: 5506.280273
	Iteration 26Q: 3 clusters Score -5336844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -5336846.000000 Penalty: 5506.280273
	Iteration 27Q: 3 clusters Score -5336846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -5336853.000000 Penalty: 5506.280273
	Iteration 28Q: 3 clusters Score -5336853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -5336866.000000 Penalty: 5506.280273
	Iteration 29Q: 3 clusters Score -5336866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -5336870.500000 Penalty: 5506.280273
	Iteration 30Q: 3 clusters Score -5336870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -5336873.000000 Penalty: 5506.280273
	Iteration 31Q: 3 clusters Score -5336873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -5336886.500000 Penalty: 5506.280273
	Iteration 32Q: 3 clusters Score -5336886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -5336896.500000 Penalty: 5506.280273
	Iteration 33Q: 3 clusters Score -5336896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -5336899.500000 Penalty: 5506.280273
	Iteration 34Q: 3 clusters Score -5336900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -5336910.000000 Penalty: 5506.280273
	Iteration 35Q: 3 clusters Score -5336910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -5336910.000000 Penalty: 5506.280273
	Iteration 36Q: 3 clusters Score -5336910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -5336916.000000 Penalty: 5506.280273
	Iteration 37Q: 3 clusters Score -5336916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -5336900.500000 Penalty: 5506.280273
	Iteration 38Q: 3 clusters Score -5336900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -5336907.500000 Penalty: 5506.280273
	Iteration 39Q: 3 clusters Score -5336908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -5336909.000000 Penalty: 5506.280273
	Iteration 40F: 3 clusters Score -5336909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -5336914.000000 Penalty: 5506.280273
	Iteration 41Q: 3 clusters Score -5336914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -5336911.000000 Penalty: 5506.280273
	Iteration 42Q: 3 clusters Score -5336911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -5336910.500000 Penalty: 5506.280273
	Iteration 43Q: 3 clusters Score -5336910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -5336912.500000 Penalty: 5506.280273
	Iteration 44Q: 3 clusters Score -5336912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -5336907.000000 Penalty: 5506.280273
	Iteration 45Q: 3 clusters Score -5336907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -5336910.000000 Penalty: 5506.280273
	Iteration 46Q: 3 clusters Score -5336910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -5336911.500000 Penalty: 5506.280273
	Iteration 47Q: 3 clusters Score -5336912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -5336914.000000 Penalty: 5506.280273
	Iteration 48Q: 3 clusters Score -5336914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -5336914.500000 Penalty: 5506.280273
	Iteration 49Q: 3 clusters Score -5336914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -5336909.500000 Penalty: 5506.280273
	Iteration 50Q: 3 clusters Score -5336910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -5336914.000000 Penalty: 5506.280273
	Iteration 51Q: 3 clusters Score -5336914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -5336914.000000 Penalty: 5506.280273
	Iteration 52F: 3 clusters Score -5336914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -219999.109375 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -219999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -216764.375000 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -216764.4 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -217487.968750 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -217488 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -217740.015625 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -217740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -217948.859375 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -217948.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -218123.656250 Penalty: 3973.138428
	Iteration 4F: 3 clusters Score -218123.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -218237.156250 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -218237.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -218306.265625 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -218306.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -218363.656250 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -218363.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -218411.890625 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -218411.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -218445.328125 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -218445.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -218473.437500 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -218473.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -218507.343750 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -218507.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -218537.406250 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -218537.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -218563.843750 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -218563.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -218590.046875 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -218590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -218610.562500 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -218610.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -218628.953125 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -218629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -218646.531250 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -218646.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -218667.187500 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -218667.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -218686.125000 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -218686.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -218705.171875 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -218705.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -218722.187500 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -218722.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -218732.968750 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -218733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -218741.375000 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -218741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -218747.421875 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -218747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -218750.390625 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -218750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -218751.015625 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -218751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -218752.125000 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -218752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -218752.125000 Penalty: 3973.138428
	Iteration 28F: 3 clusters Score -218752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Entering Unmasked Estep 
Score: -13461384.000000 Penalty: 2977.058594
	Iteration 0F: 2 clusters Score -1.346138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -13351777.000000 Penalty: 5954.117188
	Iteration 0F: 3 clusters Score -1.335178e+07 nChanged 78261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -13396564.000000 Penalty: 5954.117188
	Iteration 1F: 3 clusters Score -1.339656e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -13397263.000000 Penalty: 5954.117188
	Iteration 2Q: 3 clusters Score -1.339726e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -13397877.000000 Penalty: 5954.117188
	Iteration 3Q: 3 clusters Score -1.339788e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -13398538.000000 Penalty: 5954.117188
	Iteration 4Q: 3 clusters Score -1.339854e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -13399512.000000 Penalty: 5954.117188
	Iteration 5Q: 3 clusters Score -1.339951e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74001 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -13401118.000000 Penalty: 5954.117188
	Iteration 6Q: 3 clusters Score -1.340112e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -13403677.000000 Penalty: 5954.117188
	Iteration 7Q: 3 clusters Score -1.340368e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -13407736.000000 Penalty: 5954.117188
	Iteration 8Q: 3 clusters Score -1.340774e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -13413985.000000 Penalty: 5954.117188
	Iteration 9F: 3 clusters Score -1.341398e+07 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -13422011.000000 Penalty: 5954.117188
	Iteration 10F: 3 clusters Score -1.342201e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 127330 members 
Entering Unmasked Estep 
Score: -13430737.000000 Penalty: 5954.117188
	Iteration 11F: 3 clusters Score -1.343074e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -13438204.000000 Penalty: 5954.117188
	Iteration 12F: 3 clusters Score -1.34382e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 143015 members 
Entering Unmasked Estep 
Score: -13443959.000000 Penalty: 5954.117188
	Iteration 13Q: 3 clusters Score -1.344396e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 148610 members 
Entering Unmasked Estep 
Score: -13448390.000000 Penalty: 5954.117188
	Iteration 14Q: 3 clusters Score -1.344839e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -13451797.000000 Penalty: 5954.117188
	Iteration 15Q: 3 clusters Score -1.34518e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -13454267.000000 Penalty: 5954.117188
	Iteration 16Q: 3 clusters Score -1.345427e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -13455814.000000 Penalty: 5954.117188
	Iteration 17Q: 3 clusters Score -1.345581e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -13456815.000000 Penalty: 5954.117188
	Iteration 18Q: 3 clusters Score -1.345682e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -13457468.000000 Penalty: 5954.117188
	Iteration 19Q: 3 clusters Score -1.345747e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -13457895.000000 Penalty: 5954.117188
	Iteration 20F: 3 clusters Score -1.34579e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 161850 members 
Entering Unmasked Estep 
Score: -13458183.000000 Penalty: 5954.117188
	Iteration 21Q: 3 clusters Score -1.345818e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -13458384.000000 Penalty: 5954.117188
	Iteration 22Q: 3 clusters Score -1.345838e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 162247 members 
Entering Unmasked Estep 
Score: -13458504.000000 Penalty: 5954.117188
	Iteration 23Q: 3 clusters Score -1.34585e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 162368 members 
Entering Unmasked Estep 
Score: -13458572.000000 Penalty: 5954.117188
	Iteration 24Q: 3 clusters Score -1.345857e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -13458627.000000 Penalty: 5954.117188
	Iteration 25Q: 3 clusters Score -1.345863e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -13458678.000000 Penalty: 5954.117188
	Iteration 26Q: 3 clusters Score -1.345868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 162557 members 
Entering Unmasked Estep 
Score: -13458711.000000 Penalty: 5954.117188
	Iteration 27Q: 3 clusters Score -1.345871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 162591 members 
Entering Unmasked Estep 
Score: -13458711.000000 Penalty: 5954.117188
	Iteration 28Q: 3 clusters Score -1.345871e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -13458750.000000 Penalty: 5954.117188
	Iteration 29Q: 3 clusters Score -1.345875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 162636 members 
Entering Unmasked Estep 
Score: -13458766.000000 Penalty: 5954.117188
	Iteration 30Q: 3 clusters Score -1.345877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -13458766.000000 Penalty: 5954.117188
	Iteration 31Q: 3 clusters Score -1.345877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -13458770.000000 Penalty: 5954.117188
	Iteration 32Q: 3 clusters Score -1.345877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -13458774.000000 Penalty: 5954.117188
	Iteration 33Q: 3 clusters Score -1.345877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 162686 members 
Entering Unmasked Estep 
Score: -13458786.000000 Penalty: 5954.117188
	Iteration 34Q: 3 clusters Score -1.345879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -13458793.000000 Penalty: 5954.117188
	Iteration 35Q: 3 clusters Score -1.345879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -13458797.000000 Penalty: 5954.117188
	Iteration 36Q: 3 clusters Score -1.34588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -13458812.000000 Penalty: 5954.117188
	Iteration 37Q: 3 clusters Score -1.345881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -13458812.000000 Penalty: 5954.117188
	Iteration 38Q: 3 clusters Score -1.345881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 162719 members 
Entering Unmasked Estep 
Score: -13458811.000000 Penalty: 5954.117188
	Iteration 39Q: 3 clusters Score -1.345881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -13458834.000000 Penalty: 5954.117188
	Iteration 40F: 3 clusters Score -1.345883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -13458838.000000 Penalty: 5954.117188
	Iteration 41Q: 3 clusters Score -1.345884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -13458831.000000 Penalty: 5954.117188
	Iteration 42Q: 3 clusters Score -1.345883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -13458836.000000 Penalty: 5954.117188
	Iteration 43Q: 3 clusters Score -1.345884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -13458836.000000 Penalty: 5954.117188
	Iteration 44F: 3 clusters Score -1.345884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -209090.828125 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -209090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -206025.062500 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -206025.1 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -206675.421875 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -206675.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -206825.546875 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -206825.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -206919.578125 Penalty: 3918.531982
	Iteration 3Q: 3 clusters Score -206919.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -206978.015625 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -206978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -207014.578125 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -207014.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -207043.140625 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -207043.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -207063.437500 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -207063.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -207080.281250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -207080.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -207094.109375 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -207094.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -207111.203125 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -207111.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -207129.984375 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -207130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -207147.281250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -207147.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -207161.140625 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -207161.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -207178.984375 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -207179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -207199.078125 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -207199.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207215.203125 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -207215.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -207226.328125 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -207226.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -207232.171875 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -207232.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207239.015625 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -207239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -207249.765625 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -207249.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -207255.171875 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -207255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -207258.328125 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -207258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -207259.390625 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -207259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -207260.281250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -207260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207261.500000 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -207261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207263.515625 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -207263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -207265.656250 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -207265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -207271.500000 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -207271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207275.875000 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -207275.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -207279.953125 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -207280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -207285.546875 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -207285.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -207290.531250 Penalty: 3918.531982
	Iteration 32Q: 3 clusters Score -207290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -207291.328125 Penalty: 3918.531982
	Iteration 33Q: 3 clusters Score -207291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -207291.328125 Penalty: 3918.531982
	Iteration 34F: 3 clusters Score -207291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -506291.000000 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -506291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -500874.281250 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -500874.3 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -502321.250000 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -502321.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -502637.625000 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -502637.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -502856.437500 Penalty: 4356.108398
	Iteration 3F: 3 clusters Score -502856.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -503061.093750 Penalty: 4356.108398
	Iteration 4Q: 3 clusters Score -503061.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -503260.281250 Penalty: 4356.108398
	Iteration 5Q: 3 clusters Score -503260.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -503438.812500 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -503438.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -503627.156250 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -503627.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -503811.093750 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -503811.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -503965.187500 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -503965.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -504091.125000 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -504091.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -504192.968750 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -504193 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -504290.437500 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -504290.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -504372.031250 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -504372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -504438.406250 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -504438.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -504494.687500 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -504494.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -504539.500000 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -504539.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -504574.031250 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -504574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -504603.500000 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -504603.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -504629.562500 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -504629.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -504645.812500 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -504645.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -504658.250000 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -504658.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -504670.093750 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -504670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -504683.687500 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -504683.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -504693.968750 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -504694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -504704.218750 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -504704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -504713.937500 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -504713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -504724.656250 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -504724.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -504732.031250 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -504732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -504735.843750 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -504735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -504739.812500 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -504739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -504742.843750 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -504742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -504743.343750 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -504743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -504743.156250 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -504743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -504744.093750 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -504744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -504745.250000 Penalty: 4356.108398
	Iteration 35Q: 3 clusters Score -504745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -504747.062500 Penalty: 4356.108398
	Iteration 36Q: 3 clusters Score -504747.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -504747.156250 Penalty: 4356.108398
	Iteration 37Q: 3 clusters Score -504747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -504747.781250 Penalty: 4356.108398
	Iteration 38Q: 3 clusters Score -504747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -504749.843750 Penalty: 4356.108398
	Iteration 39Q: 3 clusters Score -504749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -504752.625000 Penalty: 4356.108398
	Iteration 40F: 3 clusters Score -504752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -504753.593750 Penalty: 4356.108398
	Iteration 41Q: 3 clusters Score -504753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -504754.781250 Penalty: 4356.108398
	Iteration 42Q: 3 clusters Score -504754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -504757.468750 Penalty: 4356.108398
	Iteration 43Q: 3 clusters Score -504757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -504756.656250 Penalty: 4356.108398
	Iteration 44Q: 3 clusters Score -504756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -504757.281250 Penalty: 4356.108398
	Iteration 45Q: 3 clusters Score -504757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -504757.281250 Penalty: 4356.108398
	Iteration 46F: 3 clusters Score -504757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -948324.437500 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -948324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -941134.500000 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -941134.5 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -943114.250000 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -943114.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -943368.187500 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -943368.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -943549.812500 Penalty: 4525.405273
	Iteration 3Q: 3 clusters Score -943549.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -943701.312500 Penalty: 4525.405273
	Iteration 4Q: 3 clusters Score -943701.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -943839.937500 Penalty: 4525.405273
	Iteration 5Q: 3 clusters Score -943839.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -943969.625000 Penalty: 4525.405273
	Iteration 6Q: 3 clusters Score -943969.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -944130.562500 Penalty: 4525.405273
	Iteration 7Q: 3 clusters Score -944130.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -944326.125000 Penalty: 4525.405273
	Iteration 8Q: 3 clusters Score -944326.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -944587.250000 Penalty: 4525.405273
	Iteration 9Q: 3 clusters Score -944587.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -944870.312500 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -944870.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -945167.375000 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -945167.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -945468.625000 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -945468.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -945776.812500 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -945776.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -946030.687500 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -946030.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -946242.750000 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -946242.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -946400.500000 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -946400.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -946507.875000 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -946507.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -946577.687500 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -946577.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -946618.750000 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -946618.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -946650.375000 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -946650.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -946675.750000 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -946675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -946697.250000 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -946697.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -946713.625000 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -946713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -946725.062500 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -946725.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -946731.812500 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -946731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -946737.500000 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -946737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -946738.500000 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -946738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -946740.562500 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -946740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -946740.750000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -946740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -946740.750000 Penalty: 4525.405273
	Iteration 30F: 3 clusters Score -946740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -169359.640625 Penalty: 1916.100708
	Iteration 0F: 2 clusters Score -169359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -166568.546875 Penalty: 3832.201416
	Iteration 0F: 3 clusters Score -166568.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -167086.500000 Penalty: 3832.201416
	Iteration 1F: 3 clusters Score -167086.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -167190.468750 Penalty: 3832.201416
	Iteration 2F: 3 clusters Score -167190.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -167265.656250 Penalty: 3832.201416
	Iteration 3Q: 3 clusters Score -167265.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -167331.859375 Penalty: 3832.201416
	Iteration 4Q: 3 clusters Score -167331.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -167393.031250 Penalty: 3832.201416
	Iteration 5Q: 3 clusters Score -167393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -167442.328125 Penalty: 3832.201416
	Iteration 6Q: 3 clusters Score -167442.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -167492.312500 Penalty: 3832.201416
	Iteration 7Q: 3 clusters Score -167492.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -167526.984375 Penalty: 3832.201416
	Iteration 8Q: 3 clusters Score -167527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -167553.296875 Penalty: 3832.201416
	Iteration 9Q: 3 clusters Score -167553.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -167571.578125 Penalty: 3832.201416
	Iteration 10Q: 3 clusters Score -167571.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -167603.640625 Penalty: 3832.201416
	Iteration 11Q: 3 clusters Score -167603.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -167634.359375 Penalty: 3832.201416
	Iteration 12Q: 3 clusters Score -167634.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -167674.718750 Penalty: 3832.201416
	Iteration 13Q: 3 clusters Score -167674.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -167707.484375 Penalty: 3832.201416
	Iteration 14Q: 3 clusters Score -167707.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -167737.296875 Penalty: 3832.201416
	Iteration 15Q: 3 clusters Score -167737.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -167769.312500 Penalty: 3832.201416
	Iteration 16Q: 3 clusters Score -167769.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167802.750000 Penalty: 3832.201416
	Iteration 17Q: 3 clusters Score -167802.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -167839.234375 Penalty: 3832.201416
	Iteration 18Q: 3 clusters Score -167839.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -167875.000000 Penalty: 3832.201416
	Iteration 19Q: 3 clusters Score -167875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -167917.078125 Penalty: 3832.201416
	Iteration 20F: 3 clusters Score -167917.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -167960.687500 Penalty: 3832.201416
	Iteration 21Q: 3 clusters Score -167960.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -168004.421875 Penalty: 3832.201416
	Iteration 22Q: 3 clusters Score -168004.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -168048.000000 Penalty: 3832.201416
	Iteration 23Q: 3 clusters Score -168048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -168087.187500 Penalty: 3832.201416
	Iteration 24Q: 3 clusters Score -168087.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -168120.359375 Penalty: 3832.201416
	Iteration 25Q: 3 clusters Score -168120.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168145.625000 Penalty: 3832.201416
	Iteration 26Q: 3 clusters Score -168145.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -168182.718750 Penalty: 3832.201416
	Iteration 27Q: 3 clusters Score -168182.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -168199.968750 Penalty: 3832.201416
	Iteration 28Q: 3 clusters Score -168200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -168210.968750 Penalty: 3832.201416
	Iteration 29Q: 3 clusters Score -168211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168217.921875 Penalty: 3832.201416
	Iteration 30Q: 3 clusters Score -168217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168220.953125 Penalty: 3832.201416
	Iteration 31Q: 3 clusters Score -168221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168226.984375 Penalty: 3832.201416
	Iteration 32Q: 3 clusters Score -168227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -168232.078125 Penalty: 3832.201416
	Iteration 33Q: 3 clusters Score -168232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -168238.484375 Penalty: 3832.201416
	Iteration 34Q: 3 clusters Score -168238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -168242.453125 Penalty: 3832.201416
	Iteration 35Q: 3 clusters Score -168242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168247.640625 Penalty: 3832.201416
	Iteration 36Q: 3 clusters Score -168247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -168249.671875 Penalty: 3832.201416
	Iteration 37Q: 3 clusters Score -168249.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -168250.390625 Penalty: 3832.201416
	Iteration 38Q: 3 clusters Score -168250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -168251.640625 Penalty: 3832.201416
	Iteration 39Q: 3 clusters Score -168251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168252.359375 Penalty: 3832.201416
	Iteration 40F: 3 clusters Score -168252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Entering Unmasked Estep 
Score: -4219221.500000 Penalty: 2691.846191
	Iteration 0F: 2 clusters Score -4219222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4184400.000000 Penalty: 5383.692383
	Iteration 0F: 3 clusters Score -4184400 nChanged 23927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4197621.500000 Penalty: 5383.692383
	Iteration 1F: 3 clusters Score -4197622 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4198347.500000 Penalty: 5383.692383
	Iteration 2Q: 3 clusters Score -4198348 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -4199232.500000 Penalty: 5383.692383
	Iteration 3Q: 3 clusters Score -4199232 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4200463.500000 Penalty: 5383.692383
	Iteration 4F: 3 clusters Score -4200464 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4202446.500000 Penalty: 5383.692383
	Iteration 5F: 3 clusters Score -4202446 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -4205371.000000 Penalty: 5383.692383
	Iteration 6F: 3 clusters Score -4205371 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -4208796.000000 Penalty: 5383.692383
	Iteration 7F: 3 clusters Score -4208796 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -4212011.500000 Penalty: 5383.692383
	Iteration 8F: 3 clusters Score -4212012 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -4214240.500000 Penalty: 5383.692383
	Iteration 9Q: 3 clusters Score -4214240 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -4215503.000000 Penalty: 5383.692383
	Iteration 10Q: 3 clusters Score -4215503 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -4216156.500000 Penalty: 5383.692383
	Iteration 11Q: 3 clusters Score -4216156 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -4216484.000000 Penalty: 5383.692383
	Iteration 12Q: 3 clusters Score -4216484 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -4216653.000000 Penalty: 5383.692383
	Iteration 13Q: 3 clusters Score -4216653 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -4216736.000000 Penalty: 5383.692383
	Iteration 14Q: 3 clusters Score -4216736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -4216789.000000 Penalty: 5383.692383
	Iteration 15Q: 3 clusters Score -4216789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -4216844.000000 Penalty: 5383.692383
	Iteration 16Q: 3 clusters Score -4216844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -4216868.500000 Penalty: 5383.692383
	Iteration 17Q: 3 clusters Score -4216868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -4216886.500000 Penalty: 5383.692383
	Iteration 18Q: 3 clusters Score -4216886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -4216916.000000 Penalty: 5383.692383
	Iteration 19Q: 3 clusters Score -4216916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -4216939.000000 Penalty: 5383.692383
	Iteration 20F: 3 clusters Score -4216939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -4216951.000000 Penalty: 5383.692383
	Iteration 21Q: 3 clusters Score -4216951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -4216957.000000 Penalty: 5383.692383
	Iteration 22Q: 3 clusters Score -4216957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -4216964.000000 Penalty: 5383.692383
	Iteration 23Q: 3 clusters Score -4216964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -4216965.500000 Penalty: 5383.692383
	Iteration 24Q: 3 clusters Score -4216966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -4216970.500000 Penalty: 5383.692383
	Iteration 25Q: 3 clusters Score -4216970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -4216970.500000 Penalty: 5383.692383
	Iteration 26Q: 3 clusters Score -4216970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -4216971.500000 Penalty: 5383.692383
	Iteration 27Q: 3 clusters Score -4216972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -4216971.500000 Penalty: 5383.692383
	Iteration 28F: 3 clusters Score -4216972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -69548.039062 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -69548.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -67741.937500 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -67741.94 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68223.101562 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -68223.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68592.140625 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -68592.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68939.937500 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -68939.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69278.789062 Penalty: 3431.672852
	Iteration 4F: 3 clusters Score -69278.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69600.562500 Penalty: 3431.672852
	Iteration 5F: 3 clusters Score -69600.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69760.812500 Penalty: 3431.672852
	Iteration 6F: 3 clusters Score -69760.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69838.164062 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -69838.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69873.585938 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -69873.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69911.929688 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -69911.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69944.125000 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -69944.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69960.406250 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -69960.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69994.460938 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -69994.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70020.867188 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -70020.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70065.492188 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -70065.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70115.414062 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -70115.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70131.218750 Penalty: 3431.672852
	Iteration 16Q: 3 clusters Score -70131.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70143.070312 Penalty: 3431.672852
	Iteration 17Q: 3 clusters Score -70143.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70159.414062 Penalty: 3431.672852
	Iteration 18Q: 3 clusters Score -70159.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70175.093750 Penalty: 3431.672852
	Iteration 19Q: 3 clusters Score -70175.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70217.968750 Penalty: 3431.672852
	Iteration 20F: 3 clusters Score -70217.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70261.468750 Penalty: 3431.672852
	Iteration 21Q: 3 clusters Score -70261.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70292.445312 Penalty: 3431.672852
	Iteration 22Q: 3 clusters Score -70292.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70306.632812 Penalty: 3431.672852
	Iteration 23Q: 3 clusters Score -70306.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70320.695312 Penalty: 3431.672852
	Iteration 24Q: 3 clusters Score -70320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70336.195312 Penalty: 3431.672852
	Iteration 25Q: 3 clusters Score -70336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70342.054688 Penalty: 3431.672852
	Iteration 26Q: 3 clusters Score -70342.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70347.406250 Penalty: 3431.672852
	Iteration 27Q: 3 clusters Score -70347.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70353.578125 Penalty: 3431.672852
	Iteration 28Q: 3 clusters Score -70353.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70354.710938 Penalty: 3431.672852
	Iteration 29Q: 3 clusters Score -70354.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70357.085938 Penalty: 3431.672852
	Iteration 30Q: 3 clusters Score -70357.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70359.203125 Penalty: 3431.672852
	Iteration 31Q: 3 clusters Score -70359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70360.843750 Penalty: 3431.672852
	Iteration 32Q: 3 clusters Score -70360.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70361.398438 Penalty: 3431.672852
	Iteration 33Q: 3 clusters Score -70361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70361.398438 Penalty: 3431.672852
	Iteration 34F: 3 clusters Score -70361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 553 members 
Mstep: Class 13 contains 111271 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142972 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 458 members 
Entering Unmasked Estep 
Score: -150814912.000000 Penalty: 246271.468750
Splitting cluster 12 changes total score from -150816256.000000 to -150814912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (111271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111271 members 
Entering Unmasked Estep 
Score: -11673566.000000 Penalty: 2881.691650
	Iteration 0F: 2 clusters Score -1.167357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -11600976.000000 Penalty: 5763.383301
	Iteration 0F: 3 clusters Score -1.160098e+07 nChanged 52866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -11631392.000000 Penalty: 5763.383301
	Iteration 1F: 3 clusters Score -1.163139e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -11632638.000000 Penalty: 5763.383301
	Iteration 2Q: 3 clusters Score -1.163264e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -11634508.000000 Penalty: 5763.383301
	Iteration 3Q: 3 clusters Score -1.163451e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63928 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -11637151.000000 Penalty: 5763.383301
	Iteration 4F: 3 clusters Score -1.163715e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -11640503.000000 Penalty: 5763.383301
	Iteration 5F: 3 clusters Score -1.16405e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -11645249.000000 Penalty: 5763.383301
	Iteration 6F: 3 clusters Score -1.164525e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -11650479.000000 Penalty: 5763.383301
	Iteration 7F: 3 clusters Score -1.165048e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -11656001.000000 Penalty: 5763.383301
	Iteration 8F: 3 clusters Score -1.1656e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -11660680.000000 Penalty: 5763.383301
	Iteration 9F: 3 clusters Score -1.166068e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -11664295.000000 Penalty: 5763.383301
	Iteration 10Q: 3 clusters Score -1.16643e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -11666639.000000 Penalty: 5763.383301
	Iteration 11Q: 3 clusters Score -1.166664e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -11668008.000000 Penalty: 5763.383301
	Iteration 12Q: 3 clusters Score -1.166801e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -11668633.000000 Penalty: 5763.383301
	Iteration 13Q: 3 clusters Score -1.166863e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -11669065.000000 Penalty: 5763.383301
	Iteration 14Q: 3 clusters Score -1.166906e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -11669322.000000 Penalty: 5763.383301
	Iteration 15Q: 3 clusters Score -1.166932e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -11669480.000000 Penalty: 5763.383301
	Iteration 16Q: 3 clusters Score -1.166948e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -11669695.000000 Penalty: 5763.383301
	Iteration 17Q: 3 clusters Score -1.16697e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105365 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -11669794.000000 Penalty: 5763.383301
	Iteration 18Q: 3 clusters Score -1.166979e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -11670008.000000 Penalty: 5763.383301
	Iteration 19Q: 3 clusters Score -1.167001e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -11670193.000000 Penalty: 5763.383301
	Iteration 20F: 3 clusters Score -1.167019e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -11670350.000000 Penalty: 5763.383301
	Iteration 21Q: 3 clusters Score -1.167035e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -11670499.000000 Penalty: 5763.383301
	Iteration 22Q: 3 clusters Score -1.16705e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107525 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -11670653.000000 Penalty: 5763.383301
	Iteration 23Q: 3 clusters Score -1.167065e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -11670751.000000 Penalty: 5763.383301
	Iteration 24Q: 3 clusters Score -1.167075e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -11670853.000000 Penalty: 5763.383301
	Iteration 25Q: 3 clusters Score -1.167085e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -11670915.000000 Penalty: 5763.383301
	Iteration 26Q: 3 clusters Score -1.167092e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108436 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11670983.000000 Penalty: 5763.383301
	Iteration 27Q: 3 clusters Score -1.167098e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -11671026.000000 Penalty: 5763.383301
	Iteration 28Q: 3 clusters Score -1.167103e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -11671037.000000 Penalty: 5763.383301
	Iteration 29Q: 3 clusters Score -1.167104e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -11671079.000000 Penalty: 5763.383301
	Iteration 30Q: 3 clusters Score -1.167108e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11671082.000000 Penalty: 5763.383301
	Iteration 31Q: 3 clusters Score -1.167108e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -11671105.000000 Penalty: 5763.383301
	Iteration 32Q: 3 clusters Score -1.16711e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109101 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11671137.000000 Penalty: 5763.383301
	Iteration 33Q: 3 clusters Score -1.167114e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -11671196.000000 Penalty: 5763.383301
	Iteration 34Q: 3 clusters Score -1.16712e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11671215.000000 Penalty: 5763.383301
	Iteration 35Q: 3 clusters Score -1.167122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11671235.000000 Penalty: 5763.383301
	Iteration 36Q: 3 clusters Score -1.167124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -11671230.000000 Penalty: 5763.383301
	Iteration 37Q: 3 clusters Score -1.167123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11671240.000000 Penalty: 5763.383301
	Iteration 38Q: 3 clusters Score -1.167124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109423 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11671250.000000 Penalty: 5763.383301
	Iteration 39Q: 3 clusters Score -1.167125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11671268.000000 Penalty: 5763.383301
	Iteration 40F: 3 clusters Score -1.167127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11671254.000000 Penalty: 5763.383301
	Iteration 41Q: 3 clusters Score -1.167125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11671267.000000 Penalty: 5763.383301
	Iteration 42Q: 3 clusters Score -1.167127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -11671280.000000 Penalty: 5763.383301
	Iteration 43Q: 3 clusters Score -1.167128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -11671266.000000 Penalty: 5763.383301
	Iteration 44Q: 3 clusters Score -1.167127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11671274.000000 Penalty: 5763.383301
	Iteration 45Q: 3 clusters Score -1.167127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11671280.000000 Penalty: 5763.383301
	Iteration 46Q: 3 clusters Score -1.167128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11671297.000000 Penalty: 5763.383301
	Iteration 47Q: 3 clusters Score -1.16713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -11671287.000000 Penalty: 5763.383301
	Iteration 48Q: 3 clusters Score -1.167129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11671313.000000 Penalty: 5763.383301
	Iteration 49Q: 3 clusters Score -1.167131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11671316.000000 Penalty: 5763.383301
	Iteration 50Q: 3 clusters Score -1.167132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11671321.000000 Penalty: 5763.383301
	Iteration 51Q: 3 clusters Score -1.167132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -11671315.000000 Penalty: 5763.383301
	Iteration 52Q: 3 clusters Score -1.167132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11671318.000000 Penalty: 5763.383301
	Iteration 53Q: 3 clusters Score -1.167132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11671324.000000 Penalty: 5763.383301
	Iteration 54Q: 3 clusters Score -1.167132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11671317.000000 Penalty: 5763.383301
	Iteration 55Q: 3 clusters Score -1.167132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11671330.000000 Penalty: 5763.383301
	Iteration 56Q: 3 clusters Score -1.167133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11671341.000000 Penalty: 5763.383301
	Iteration 57Q: 3 clusters Score -1.167134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11671337.000000 Penalty: 5763.383301
	Iteration 58Q: 3 clusters Score -1.167134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -11671330.000000 Penalty: 5763.383301
	Iteration 59Q: 3 clusters Score -1.167133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -11671328.000000 Penalty: 5763.383301
	Iteration 60F: 3 clusters Score -1.167133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11671334.000000 Penalty: 5763.383301
	Iteration 61Q: 3 clusters Score -1.167133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11671334.000000 Penalty: 5763.383301
	Iteration 62Q: 3 clusters Score -1.167133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11671329.000000 Penalty: 5763.383301
	Iteration 63Q: 3 clusters Score -1.167133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109744 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11671331.000000 Penalty: 5763.383301
	Iteration 64Q: 3 clusters Score -1.167133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11671329.000000 Penalty: 5763.383301
	Iteration 65Q: 3 clusters Score -1.167133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11671335.000000 Penalty: 5763.383301
	Iteration 66Q: 3 clusters Score -1.167134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11671343.000000 Penalty: 5763.383301
	Iteration 67Q: 3 clusters Score -1.167134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11671343.000000 Penalty: 5763.383301
	Iteration 68F: 3 clusters Score -1.167134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Entering Unmasked Estep 
Score: -1051055.625000 Penalty: 2318.307129
	Iteration 0F: 2 clusters Score -1051056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1042422.687500 Penalty: 4636.614258
	Iteration 0F: 3 clusters Score -1042423 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1045155.750000 Penalty: 4636.614258
	Iteration 1F: 3 clusters Score -1045156 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1045620.125000 Penalty: 4636.614258
	Iteration 2F: 3 clusters Score -1045620 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1045999.875000 Penalty: 4636.614258
	Iteration 3F: 3 clusters Score -1046000 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1046312.125000 Penalty: 4636.614258
	Iteration 4F: 3 clusters Score -1046312 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1046600.062500 Penalty: 4636.614258
	Iteration 5Q: 3 clusters Score -1046600 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1046882.375000 Penalty: 4636.614258
	Iteration 6Q: 3 clusters Score -1046882 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1047160.750000 Penalty: 4636.614258
	Iteration 7Q: 3 clusters Score -1047161 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1047436.125000 Penalty: 4636.614258
	Iteration 8Q: 3 clusters Score -1047436 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1047677.000000 Penalty: 4636.614258
	Iteration 9Q: 3 clusters Score -1047677 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1047897.375000 Penalty: 4636.614258
	Iteration 10Q: 3 clusters Score -1047897 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1048117.312500 Penalty: 4636.614258
	Iteration 11Q: 3 clusters Score -1048117 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1048293.562500 Penalty: 4636.614258
	Iteration 12Q: 3 clusters Score -1048294 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1048444.062500 Penalty: 4636.614258
	Iteration 13Q: 3 clusters Score -1048444 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1048554.062500 Penalty: 4636.614258
	Iteration 14Q: 3 clusters Score -1048554 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1048646.250000 Penalty: 4636.614258
	Iteration 15Q: 3 clusters Score -1048646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1048711.875000 Penalty: 4636.614258
	Iteration 16Q: 3 clusters Score -1048712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1048768.625000 Penalty: 4636.614258
	Iteration 17Q: 3 clusters Score -1048769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1048811.000000 Penalty: 4636.614258
	Iteration 18Q: 3 clusters Score -1048811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1048848.375000 Penalty: 4636.614258
	Iteration 19Q: 3 clusters Score -1048848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1048874.625000 Penalty: 4636.614258
	Iteration 20F: 3 clusters Score -1048875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1048902.000000 Penalty: 4636.614258
	Iteration 21Q: 3 clusters Score -1048902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1048920.000000 Penalty: 4636.614258
	Iteration 22Q: 3 clusters Score -1048920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1048938.625000 Penalty: 4636.614258
	Iteration 23Q: 3 clusters Score -1048939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1048951.000000 Penalty: 4636.614258
	Iteration 24Q: 3 clusters Score -1048951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1048966.250000 Penalty: 4636.614258
	Iteration 25Q: 3 clusters Score -1048966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1048973.250000 Penalty: 4636.614258
	Iteration 26Q: 3 clusters Score -1048973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1048977.625000 Penalty: 4636.614258
	Iteration 27Q: 3 clusters Score -1048978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1048983.125000 Penalty: 4636.614258
	Iteration 28Q: 3 clusters Score -1048983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1048991.000000 Penalty: 4636.614258
	Iteration 29Q: 3 clusters Score -1048991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1049001.875000 Penalty: 4636.614258
	Iteration 30Q: 3 clusters Score -1049002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1049010.500000 Penalty: 4636.614258
	Iteration 31Q: 3 clusters Score -1049010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1049018.500000 Penalty: 4636.614258
	Iteration 32Q: 3 clusters Score -1049018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1049027.500000 Penalty: 4636.614258
	Iteration 33Q: 3 clusters Score -1049028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1049034.625000 Penalty: 4636.614258
	Iteration 34Q: 3 clusters Score -1049035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1049037.750000 Penalty: 4636.614258
	Iteration 35Q: 3 clusters Score -1049038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1049044.125000 Penalty: 4636.614258
	Iteration 36Q: 3 clusters Score -1049044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1049050.000000 Penalty: 4636.614258
	Iteration 37Q: 3 clusters Score -1049050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1049057.125000 Penalty: 4636.614258
	Iteration 38Q: 3 clusters Score -1049057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1049060.000000 Penalty: 4636.614258
	Iteration 39Q: 3 clusters Score -1049060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1049060.750000 Penalty: 4636.614258
	Iteration 40F: 3 clusters Score -1049061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1049062.625000 Penalty: 4636.614258
	Iteration 41Q: 3 clusters Score -1049063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1049062.625000 Penalty: 4636.614258
	Iteration 42F: 3 clusters Score -1049063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -1610384.875000 Penalty: 2457.486816
	Iteration 0F: 2 clusters Score -1610385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1596263.000000 Penalty: 4914.973633
	Iteration 0F: 3 clusters Score -1596263 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1601040.000000 Penalty: 4914.973633
	Iteration 1F: 3 clusters Score -1601040 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1601733.250000 Penalty: 4914.973633
	Iteration 2F: 3 clusters Score -1601733 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1602658.625000 Penalty: 4914.973633
	Iteration 3F: 3 clusters Score -1602659 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1603855.125000 Penalty: 4914.973633
	Iteration 4F: 3 clusters Score -1603855 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1605207.625000 Penalty: 4914.973633
	Iteration 5F: 3 clusters Score -1605208 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1606355.625000 Penalty: 4914.973633
	Iteration 6F: 3 clusters Score -1606356 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1607002.250000 Penalty: 4914.973633
	Iteration 7F: 3 clusters Score -1607002 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1607296.000000 Penalty: 4914.973633
	Iteration 8Q: 3 clusters Score -1607296 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1607464.125000 Penalty: 4914.973633
	Iteration 9Q: 3 clusters Score -1607464 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1607581.625000 Penalty: 4914.973633
	Iteration 10Q: 3 clusters Score -1607582 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1607670.625000 Penalty: 4914.973633
	Iteration 11Q: 3 clusters Score -1607671 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1607745.500000 Penalty: 4914.973633
	Iteration 12Q: 3 clusters Score -1607746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1607830.250000 Penalty: 4914.973633
	Iteration 13Q: 3 clusters Score -1607830 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1607917.875000 Penalty: 4914.973633
	Iteration 14Q: 3 clusters Score -1607918 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1608029.125000 Penalty: 4914.973633
	Iteration 15Q: 3 clusters Score -1608029 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1608143.750000 Penalty: 4914.973633
	Iteration 16Q: 3 clusters Score -1608144 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1608248.250000 Penalty: 4914.973633
	Iteration 17Q: 3 clusters Score -1608248 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1608358.750000 Penalty: 4914.973633
	Iteration 18Q: 3 clusters Score -1608359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1608444.375000 Penalty: 4914.973633
	Iteration 19Q: 3 clusters Score -1608444 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1608522.250000 Penalty: 4914.973633
	Iteration 20F: 3 clusters Score -1608522 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1608615.625000 Penalty: 4914.973633
	Iteration 21Q: 3 clusters Score -1608616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1608711.250000 Penalty: 4914.973633
	Iteration 22Q: 3 clusters Score -1608711 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1608761.750000 Penalty: 4914.973633
	Iteration 23Q: 3 clusters Score -1608762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1608802.750000 Penalty: 4914.973633
	Iteration 24Q: 3 clusters Score -1608803 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1608830.500000 Penalty: 4914.973633
	Iteration 25Q: 3 clusters Score -1608830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1608846.625000 Penalty: 4914.973633
	Iteration 26Q: 3 clusters Score -1608847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1608871.750000 Penalty: 4914.973633
	Iteration 27Q: 3 clusters Score -1608872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1608878.125000 Penalty: 4914.973633
	Iteration 28Q: 3 clusters Score -1608878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1608889.875000 Penalty: 4914.973633
	Iteration 29Q: 3 clusters Score -1608890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1608895.500000 Penalty: 4914.973633
	Iteration 30Q: 3 clusters Score -1608896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1608904.625000 Penalty: 4914.973633
	Iteration 31Q: 3 clusters Score -1608905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1608905.875000 Penalty: 4914.973633
	Iteration 32Q: 3 clusters Score -1608906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1608911.875000 Penalty: 4914.973633
	Iteration 33Q: 3 clusters Score -1608912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1608912.500000 Penalty: 4914.973633
	Iteration 34Q: 3 clusters Score -1608912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1608910.000000 Penalty: 4914.973633
	Iteration 35Q: 3 clusters Score -1608910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1608911.625000 Penalty: 4914.973633
	Iteration 36Q: 3 clusters Score -1608912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1608917.875000 Penalty: 4914.973633
	Iteration 37Q: 3 clusters Score -1608918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1608915.500000 Penalty: 4914.973633
	Iteration 38Q: 3 clusters Score -1608916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1608915.125000 Penalty: 4914.973633
	Iteration 39Q: 3 clusters Score -1608915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1608916.875000 Penalty: 4914.973633
	Iteration 40F: 3 clusters Score -1608917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1608917.750000 Penalty: 4914.973633
	Iteration 41Q: 3 clusters Score -1608918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1608919.750000 Penalty: 4914.973633
	Iteration 42Q: 3 clusters Score -1608920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1608918.250000 Penalty: 4914.973633
	Iteration 43Q: 3 clusters Score -1608918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1608918.250000 Penalty: 4914.973633
	Iteration 44F: 3 clusters Score -1608918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -403039.687500 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -403039.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -398403.250000 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -398403.2 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -399561.062500 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -399561.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -399773.000000 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -399773 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -399901.781250 Penalty: 4244.267578
	Iteration 3F: 3 clusters Score -399901.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -400011.781250 Penalty: 4244.267578
	Iteration 4Q: 3 clusters Score -400011.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -400116.718750 Penalty: 4244.267578
	Iteration 5Q: 3 clusters Score -400116.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -400215.000000 Penalty: 4244.267578
	Iteration 6Q: 3 clusters Score -400215 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -400289.625000 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -400289.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -400355.437500 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -400355.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -400426.937500 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -400426.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -400497.531250 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -400497.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -400553.593750 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -400553.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -400599.875000 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -400599.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -400653.062500 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -400653.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -400704.343750 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -400704.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -400744.781250 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -400744.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -400775.812500 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -400775.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -400801.593750 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -400801.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -400831.062500 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -400831.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -400852.781250 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -400852.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -400876.906250 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -400876.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -400896.968750 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -400897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -400916.062500 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -400916.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -400937.343750 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -400937.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -400957.437500 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -400957.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -400974.187500 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -400974.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -400997.031250 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -400997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -401022.250000 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -401022.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -401048.062500 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -401048.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -401067.281250 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -401067.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -401084.187500 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -401084.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -401099.093750 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -401099.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -401111.156250 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -401111.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -401123.468750 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -401123.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -401133.218750 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -401133.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -401144.406250 Penalty: 4244.267578
	Iteration 35Q: 3 clusters Score -401144.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -401154.500000 Penalty: 4244.267578
	Iteration 36Q: 3 clusters Score -401154.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -401165.812500 Penalty: 4244.267578
	Iteration 37Q: 3 clusters Score -401165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -401177.812500 Penalty: 4244.267578
	Iteration 38Q: 3 clusters Score -401177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -401188.031250 Penalty: 4244.267578
	Iteration 39Q: 3 clusters Score -401188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -401197.500000 Penalty: 4244.267578
	Iteration 40F: 3 clusters Score -401197.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -401207.968750 Penalty: 4244.267578
	Iteration 41Q: 3 clusters Score -401208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -401215.687500 Penalty: 4244.267578
	Iteration 42Q: 3 clusters Score -401215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -401219.406250 Penalty: 4244.267578
	Iteration 43Q: 3 clusters Score -401219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -401222.187500 Penalty: 4244.267578
	Iteration 44Q: 3 clusters Score -401222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -401225.750000 Penalty: 4244.267578
	Iteration 45Q: 3 clusters Score -401225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -401226.468750 Penalty: 4244.267578
	Iteration 46Q: 3 clusters Score -401226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -401227.625000 Penalty: 4244.267578
	Iteration 47Q: 3 clusters Score -401227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -401226.906250 Penalty: 4244.267578
	Iteration 48Q: 3 clusters Score -401226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -401227.906250 Penalty: 4244.267578
	Iteration 49Q: 3 clusters Score -401227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -401230.093750 Penalty: 4244.267578
	Iteration 50Q: 3 clusters Score -401230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -401231.687500 Penalty: 4244.267578
	Iteration 51Q: 3 clusters Score -401231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -401234.031250 Penalty: 4244.267578
	Iteration 52Q: 3 clusters Score -401234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -401235.718750 Penalty: 4244.267578
	Iteration 53Q: 3 clusters Score -401235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -401236.406250 Penalty: 4244.267578
	Iteration 54Q: 3 clusters Score -401236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -401236.906250 Penalty: 4244.267578
	Iteration 55Q: 3 clusters Score -401236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -401237.906250 Penalty: 4244.267578
	Iteration 56Q: 3 clusters Score -401237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -401239.937500 Penalty: 4244.267578
	Iteration 57Q: 3 clusters Score -401239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -401240.781250 Penalty: 4244.267578
	Iteration 58Q: 3 clusters Score -401240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -401242.750000 Penalty: 4244.267578
	Iteration 59Q: 3 clusters Score -401242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -401242.750000 Penalty: 4244.267578
	Iteration 60F: 3 clusters Score -401242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Entering Unmasked Estep 
Score: -13894922.000000 Penalty: 2985.668213
	Iteration 0F: 2 clusters Score -1.389492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -13781624.000000 Penalty: 5971.336426
	Iteration 0F: 3 clusters Score -1.378162e+07 nChanged 81074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -13828341.000000 Penalty: 5971.336426
	Iteration 1F: 3 clusters Score -1.382834e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 75588 members 
Entering Unmasked Estep 
Score: -13829896.000000 Penalty: 5971.336426
	Iteration 2Q: 3 clusters Score -1.38299e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -13832645.000000 Penalty: 5971.336426
	Iteration 3Q: 3 clusters Score -1.383264e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -13837313.000000 Penalty: 5971.336426
	Iteration 4F: 3 clusters Score -1.383731e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -13845931.000000 Penalty: 5971.336426
	Iteration 5F: 3 clusters Score -1.384593e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133653 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -13858744.000000 Penalty: 5971.336426
	Iteration 6F: 3 clusters Score -1.385874e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -13872480.000000 Penalty: 5971.336426
	Iteration 7F: 3 clusters Score -1.387248e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158807 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -13882697.000000 Penalty: 5971.336426
	Iteration 8F: 3 clusters Score -1.38827e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164947 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -13888489.000000 Penalty: 5971.336426
	Iteration 9Q: 3 clusters Score -1.388849e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13891090.000000 Penalty: 5971.336426
	Iteration 10Q: 3 clusters Score -1.389109e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168574 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13891954.000000 Penalty: 5971.336426
	Iteration 11Q: 3 clusters Score -1.389195e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13892216.000000 Penalty: 5971.336426
	Iteration 12Q: 3 clusters Score -1.389222e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168865 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13892301.000000 Penalty: 5971.336426
	Iteration 13Q: 3 clusters Score -1.38923e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13892358.000000 Penalty: 5971.336426
	Iteration 14Q: 3 clusters Score -1.389236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13892385.000000 Penalty: 5971.336426
	Iteration 15Q: 3 clusters Score -1.389238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13892402.000000 Penalty: 5971.336426
	Iteration 16Q: 3 clusters Score -1.38924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13892401.000000 Penalty: 5971.336426
	Iteration 17Q: 3 clusters Score -1.38924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13892401.000000 Penalty: 5971.336426
	Iteration 18Q: 3 clusters Score -1.38924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13892410.000000 Penalty: 5971.336426
	Iteration 19Q: 3 clusters Score -1.389241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13892405.000000 Penalty: 5971.336426
	Iteration 20F: 3 clusters Score -1.38924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168908 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13892406.000000 Penalty: 5971.336426
	Iteration 21Q: 3 clusters Score -1.389241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13892407.000000 Penalty: 5971.336426
	Iteration 22Q: 3 clusters Score -1.389241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13892407.000000 Penalty: 5971.336426
	Iteration 23F: 3 clusters Score -1.389241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -225697.046875 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -225697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -222742.812500 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -222742.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223373.093750 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -223373.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -223608.203125 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -223608.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -223767.109375 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -223767.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223893.046875 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -223893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -223982.500000 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -223982.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -224064.500000 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -224064.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224129.015625 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -224129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -224198.140625 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -224198.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224270.484375 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -224270.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -224330.937500 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -224330.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224385.140625 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -224385.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -224427.515625 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -224427.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -224457.406250 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -224457.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -224481.609375 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -224481.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -224495.640625 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -224495.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -224511.640625 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -224511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -224521.859375 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -224521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -224528.859375 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -224528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -224534.734375 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -224534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -224538.593750 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -224538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -224542.265625 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -224542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -224546.078125 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -224546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -224546.812500 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -224546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -224547.843750 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -224547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224548.062500 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -224548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224548.062500 Penalty: 3893.264648
	Iteration 26F: 3 clusters Score -224548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -316162.812500 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -316162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -312208.968750 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -312209 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -313037.468750 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -313037.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -313234.656250 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -313234.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -313379.000000 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -313379 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -313492.687500 Penalty: 4118.784180
	Iteration 4Q: 3 clusters Score -313492.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -313575.937500 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -313575.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -313635.218750 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -313635.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -313681.093750 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -313681.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -313720.156250 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -313720.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -313758.750000 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -313758.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -313791.500000 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -313791.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -313821.781250 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -313821.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -313853.406250 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -313853.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313887.937500 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -313887.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -313918.875000 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -313918.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -313943.593750 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -313943.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -313967.125000 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -313967.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -313997.312500 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -313997.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -314034.812500 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -314034.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -314059.562500 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -314059.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -314086.312500 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -314086.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -314113.562500 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -314113.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -314148.000000 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -314148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -314178.750000 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -314178.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314199.031250 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -314199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -314222.218750 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -314222.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -314246.906250 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -314246.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -314265.875000 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -314265.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -314283.375000 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -314283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -314299.343750 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -314299.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -314319.125000 Penalty: 4118.784180
	Iteration 30Q: 3 clusters Score -314319.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -314334.375000 Penalty: 4118.784180
	Iteration 31Q: 3 clusters Score -314334.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -314350.031250 Penalty: 4118.784180
	Iteration 32Q: 3 clusters Score -314350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -314367.218750 Penalty: 4118.784180
	Iteration 33Q: 3 clusters Score -314367.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -314379.625000 Penalty: 4118.784180
	Iteration 34Q: 3 clusters Score -314379.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -314389.500000 Penalty: 4118.784180
	Iteration 35Q: 3 clusters Score -314389.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -314402.312500 Penalty: 4118.784180
	Iteration 36Q: 3 clusters Score -314402.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -314414.968750 Penalty: 4118.784180
	Iteration 37Q: 3 clusters Score -314415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -314428.968750 Penalty: 4118.784180
	Iteration 38Q: 3 clusters Score -314429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -314439.062500 Penalty: 4118.784180
	Iteration 39Q: 3 clusters Score -314439.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -314452.000000 Penalty: 4118.784180
	Iteration 40F: 3 clusters Score -314452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -314464.562500 Penalty: 4118.784180
	Iteration 41Q: 3 clusters Score -314464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -314474.250000 Penalty: 4118.784180
	Iteration 42Q: 3 clusters Score -314474.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -314484.000000 Penalty: 4118.784180
	Iteration 43Q: 3 clusters Score -314484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -314492.437500 Penalty: 4118.784180
	Iteration 44Q: 3 clusters Score -314492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -314498.343750 Penalty: 4118.784180
	Iteration 45Q: 3 clusters Score -314498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -314504.312500 Penalty: 4118.784180
	Iteration 46Q: 3 clusters Score -314504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -314508.687500 Penalty: 4118.784180
	Iteration 47Q: 3 clusters Score -314508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -314516.593750 Penalty: 4118.784180
	Iteration 48Q: 3 clusters Score -314516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -314524.218750 Penalty: 4118.784180
	Iteration 49Q: 3 clusters Score -314524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -314527.843750 Penalty: 4118.784180
	Iteration 50Q: 3 clusters Score -314527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -314530.343750 Penalty: 4118.784180
	Iteration 51Q: 3 clusters Score -314530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -314533.625000 Penalty: 4118.784180
	Iteration 52Q: 3 clusters Score -314533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -314537.062500 Penalty: 4118.784180
	Iteration 53Q: 3 clusters Score -314537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -314540.281250 Penalty: 4118.784180
	Iteration 54Q: 3 clusters Score -314540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -314540.562500 Penalty: 4118.784180
	Iteration 55Q: 3 clusters Score -314540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -314541.218750 Penalty: 4118.784180
	Iteration 56Q: 3 clusters Score -314541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -314542.406250 Penalty: 4118.784180
	Iteration 57Q: 3 clusters Score -314542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -314542.406250 Penalty: 4118.784180
	Iteration 58Q: 3 clusters Score -314542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -314542.375000 Penalty: 4118.784180
	Iteration 59Q: 3 clusters Score -314542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -314543.156250 Penalty: 4118.784180
	Iteration 60F: 3 clusters Score -314543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -314543.375000 Penalty: 4118.784180
	Iteration 61Q: 3 clusters Score -314543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -314543.375000 Penalty: 4118.784180
	Iteration 62F: 3 clusters Score -314543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Entering Unmasked Estep 
Score: -3097721.750000 Penalty: 2618.769775
	Iteration 0F: 2 clusters Score -3097722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3071724.500000 Penalty: 5237.539551
	Iteration 0F: 3 clusters Score -3071724 nChanged 17435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3081179.000000 Penalty: 5237.539551
	Iteration 1F: 3 clusters Score -3081179 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -3081743.000000 Penalty: 5237.539551
	Iteration 2Q: 3 clusters Score -3081743 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3082305.000000 Penalty: 5237.539551
	Iteration 3Q: 3 clusters Score -3082305 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3082907.250000 Penalty: 5237.539551
	Iteration 4Q: 3 clusters Score -3082907 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3083567.250000 Penalty: 5237.539551
	Iteration 5Q: 3 clusters Score -3083567 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3084303.250000 Penalty: 5237.539551
	Iteration 6Q: 3 clusters Score -3084303 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3085152.750000 Penalty: 5237.539551
	Iteration 7Q: 3 clusters Score -3085153 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3086163.500000 Penalty: 5237.539551
	Iteration 8Q: 3 clusters Score -3086164 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3087283.750000 Penalty: 5237.539551
	Iteration 9Q: 3 clusters Score -3087284 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3088373.250000 Penalty: 5237.539551
	Iteration 10Q: 3 clusters Score -3088373 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3089329.750000 Penalty: 5237.539551
	Iteration 11Q: 3 clusters Score -3089330 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3090114.500000 Penalty: 5237.539551
	Iteration 12Q: 3 clusters Score -3090114 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3090764.250000 Penalty: 5237.539551
	Iteration 13Q: 3 clusters Score -3090764 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3091356.750000 Penalty: 5237.539551
	Iteration 14Q: 3 clusters Score -3091357 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3091832.000000 Penalty: 5237.539551
	Iteration 15Q: 3 clusters Score -3091832 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3092247.750000 Penalty: 5237.539551
	Iteration 16Q: 3 clusters Score -3092248 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3092605.500000 Penalty: 5237.539551
	Iteration 17Q: 3 clusters Score -3092606 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3092905.250000 Penalty: 5237.539551
	Iteration 18Q: 3 clusters Score -3092905 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -3093137.000000 Penalty: 5237.539551
	Iteration 19Q: 3 clusters Score -3093137 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -3093324.750000 Penalty: 5237.539551
	Iteration 20F: 3 clusters Score -3093325 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -3093477.750000 Penalty: 5237.539551
	Iteration 21Q: 3 clusters Score -3093478 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3093610.500000 Penalty: 5237.539551
	Iteration 22Q: 3 clusters Score -3093610 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -3093723.500000 Penalty: 5237.539551
	Iteration 23Q: 3 clusters Score -3093724 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -3093819.250000 Penalty: 5237.539551
	Iteration 24Q: 3 clusters Score -3093819 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -3093919.250000 Penalty: 5237.539551
	Iteration 25Q: 3 clusters Score -3093919 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -3094017.500000 Penalty: 5237.539551
	Iteration 26Q: 3 clusters Score -3094018 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -3094131.250000 Penalty: 5237.539551
	Iteration 27Q: 3 clusters Score -3094131 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -3094251.750000 Penalty: 5237.539551
	Iteration 28Q: 3 clusters Score -3094252 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -3094378.750000 Penalty: 5237.539551
	Iteration 29Q: 3 clusters Score -3094379 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -3094488.500000 Penalty: 5237.539551
	Iteration 30Q: 3 clusters Score -3094488 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3094611.000000 Penalty: 5237.539551
	Iteration 31Q: 3 clusters Score -3094611 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -3094720.750000 Penalty: 5237.539551
	Iteration 32Q: 3 clusters Score -3094721 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -3094829.750000 Penalty: 5237.539551
	Iteration 33Q: 3 clusters Score -3094830 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3094929.750000 Penalty: 5237.539551
	Iteration 34Q: 3 clusters Score -3094930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3095013.000000 Penalty: 5237.539551
	Iteration 35Q: 3 clusters Score -3095013 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -3095083.000000 Penalty: 5237.539551
	Iteration 36Q: 3 clusters Score -3095083 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -3095148.750000 Penalty: 5237.539551
	Iteration 37Q: 3 clusters Score -3095149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -3095205.750000 Penalty: 5237.539551
	Iteration 38Q: 3 clusters Score -3095206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -3095260.250000 Penalty: 5237.539551
	Iteration 39Q: 3 clusters Score -3095260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -3095317.500000 Penalty: 5237.539551
	Iteration 40F: 3 clusters Score -3095318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3095349.250000 Penalty: 5237.539551
	Iteration 41Q: 3 clusters Score -3095349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -3095371.750000 Penalty: 5237.539551
	Iteration 42Q: 3 clusters Score -3095372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3095379.750000 Penalty: 5237.539551
	Iteration 43Q: 3 clusters Score -3095380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -3095392.250000 Penalty: 5237.539551
	Iteration 44Q: 3 clusters Score -3095392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -3095403.250000 Penalty: 5237.539551
	Iteration 45Q: 3 clusters Score -3095403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -3095418.000000 Penalty: 5237.539551
	Iteration 46Q: 3 clusters Score -3095418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -3095434.250000 Penalty: 5237.539551
	Iteration 47Q: 3 clusters Score -3095434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -3095442.250000 Penalty: 5237.539551
	Iteration 48Q: 3 clusters Score -3095442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3095441.750000 Penalty: 5237.539551
	Iteration 49Q: 3 clusters Score -3095442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -3095443.750000 Penalty: 5237.539551
	Iteration 50Q: 3 clusters Score -3095444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -3095445.750000 Penalty: 5237.539551
	Iteration 51Q: 3 clusters Score -3095446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -3095446.750000 Penalty: 5237.539551
	Iteration 52Q: 3 clusters Score -3095447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3095440.500000 Penalty: 5237.539551
	Iteration 53Q: 3 clusters Score -3095440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -3095445.250000 Penalty: 5237.539551
	Iteration 54Q: 3 clusters Score -3095445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -3095450.250000 Penalty: 5237.539551
	Iteration 55Q: 3 clusters Score -3095450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -3095450.000000 Penalty: 5237.539551
	Iteration 56Q: 3 clusters Score -3095450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -3095449.500000 Penalty: 5237.539551
	Iteration 57Q: 3 clusters Score -3095450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -3095453.750000 Penalty: 5237.539551
	Iteration 58Q: 3 clusters Score -3095454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -3095454.500000 Penalty: 5237.539551
	Iteration 59Q: 3 clusters Score -3095454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -3095454.500000 Penalty: 5237.539551
	Iteration 60F: 3 clusters Score -3095454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -3095458.500000 Penalty: 5237.539551
	Iteration 61Q: 3 clusters Score -3095458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -3095459.750000 Penalty: 5237.539551
	Iteration 62Q: 3 clusters Score -3095460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -3095459.750000 Penalty: 5237.539551
	Iteration 63F: 3 clusters Score -3095460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Entering Unmasked Estep 
Score: -2649700.500000 Penalty: 2584.961914
	Iteration 0F: 2 clusters Score -2649700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2626671.000000 Penalty: 5169.923828
	Iteration 0F: 3 clusters Score -2626671 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2635251.250000 Penalty: 5169.923828
	Iteration 1F: 3 clusters Score -2635251 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2635971.500000 Penalty: 5169.923828
	Iteration 2F: 3 clusters Score -2635972 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2636710.750000 Penalty: 5169.923828
	Iteration 3F: 3 clusters Score -2636711 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2637510.000000 Penalty: 5169.923828
	Iteration 4F: 3 clusters Score -2637510 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2638463.500000 Penalty: 5169.923828
	Iteration 5F: 3 clusters Score -2638464 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2639630.750000 Penalty: 5169.923828
	Iteration 6F: 3 clusters Score -2639631 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2641003.750000 Penalty: 5169.923828
	Iteration 7F: 3 clusters Score -2641004 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -2642546.250000 Penalty: 5169.923828
	Iteration 8F: 3 clusters Score -2642546 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2644044.750000 Penalty: 5169.923828
	Iteration 9Q: 3 clusters Score -2644045 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2645156.750000 Penalty: 5169.923828
	Iteration 10Q: 3 clusters Score -2645157 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2645799.000000 Penalty: 5169.923828
	Iteration 11Q: 3 clusters Score -2645799 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2646177.500000 Penalty: 5169.923828
	Iteration 12Q: 3 clusters Score -2646178 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -2646437.750000 Penalty: 5169.923828
	Iteration 13Q: 3 clusters Score -2646438 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -2646637.500000 Penalty: 5169.923828
	Iteration 14Q: 3 clusters Score -2646638 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2646749.250000 Penalty: 5169.923828
	Iteration 15Q: 3 clusters Score -2646749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -2646823.000000 Penalty: 5169.923828
	Iteration 16Q: 3 clusters Score -2646823 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2646885.000000 Penalty: 5169.923828
	Iteration 17Q: 3 clusters Score -2646885 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -2646930.250000 Penalty: 5169.923828
	Iteration 18Q: 3 clusters Score -2646930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -2646975.000000 Penalty: 5169.923828
	Iteration 19Q: 3 clusters Score -2646975 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -2647013.500000 Penalty: 5169.923828
	Iteration 20F: 3 clusters Score -2647014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2647049.250000 Penalty: 5169.923828
	Iteration 21Q: 3 clusters Score -2647049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -2647068.000000 Penalty: 5169.923828
	Iteration 22Q: 3 clusters Score -2647068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -2647102.500000 Penalty: 5169.923828
	Iteration 23Q: 3 clusters Score -2647102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -2647127.000000 Penalty: 5169.923828
	Iteration 24Q: 3 clusters Score -2647127 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -2647139.750000 Penalty: 5169.923828
	Iteration 25Q: 3 clusters Score -2647140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -2647154.250000 Penalty: 5169.923828
	Iteration 26Q: 3 clusters Score -2647154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2647176.250000 Penalty: 5169.923828
	Iteration 27Q: 3 clusters Score -2647176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -2647180.000000 Penalty: 5169.923828
	Iteration 28Q: 3 clusters Score -2647180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -2647194.250000 Penalty: 5169.923828
	Iteration 29Q: 3 clusters Score -2647194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -2647204.750000 Penalty: 5169.923828
	Iteration 30Q: 3 clusters Score -2647205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2647218.250000 Penalty: 5169.923828
	Iteration 31Q: 3 clusters Score -2647218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -2647246.000000 Penalty: 5169.923828
	Iteration 32Q: 3 clusters Score -2647246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -2647252.250000 Penalty: 5169.923828
	Iteration 33Q: 3 clusters Score -2647252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -2647255.250000 Penalty: 5169.923828
	Iteration 34Q: 3 clusters Score -2647255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2647270.500000 Penalty: 5169.923828
	Iteration 35Q: 3 clusters Score -2647270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -2647282.000000 Penalty: 5169.923828
	Iteration 36Q: 3 clusters Score -2647282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -2647282.750000 Penalty: 5169.923828
	Iteration 37Q: 3 clusters Score -2647283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -2647295.000000 Penalty: 5169.923828
	Iteration 38Q: 3 clusters Score -2647295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2647306.250000 Penalty: 5169.923828
	Iteration 39Q: 3 clusters Score -2647306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -2647307.000000 Penalty: 5169.923828
	Iteration 40F: 3 clusters Score -2647307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -2647327.750000 Penalty: 5169.923828
	Iteration 41Q: 3 clusters Score -2647328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -2647333.250000 Penalty: 5169.923828
	Iteration 42Q: 3 clusters Score -2647333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -2647338.250000 Penalty: 5169.923828
	Iteration 43Q: 3 clusters Score -2647338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -2647343.750000 Penalty: 5169.923828
	Iteration 44Q: 3 clusters Score -2647344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -2647346.750000 Penalty: 5169.923828
	Iteration 45Q: 3 clusters Score -2647347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -2647353.000000 Penalty: 5169.923828
	Iteration 46Q: 3 clusters Score -2647353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2647361.750000 Penalty: 5169.923828
	Iteration 47Q: 3 clusters Score -2647362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -2647368.500000 Penalty: 5169.923828
	Iteration 48Q: 3 clusters Score -2647368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -2647384.500000 Penalty: 5169.923828
	Iteration 49Q: 3 clusters Score -2647384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -2647386.750000 Penalty: 5169.923828
	Iteration 50Q: 3 clusters Score -2647387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -2647393.500000 Penalty: 5169.923828
	Iteration 51Q: 3 clusters Score -2647394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -2647407.250000 Penalty: 5169.923828
	Iteration 52Q: 3 clusters Score -2647407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -2647413.250000 Penalty: 5169.923828
	Iteration 53Q: 3 clusters Score -2647413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -2647408.500000 Penalty: 5169.923828
	Iteration 54Q: 3 clusters Score -2647408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -2647410.750000 Penalty: 5169.923828
	Iteration 55Q: 3 clusters Score -2647411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -2647422.000000 Penalty: 5169.923828
	Iteration 56Q: 3 clusters Score -2647422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -2647427.250000 Penalty: 5169.923828
	Iteration 57Q: 3 clusters Score -2647427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -2647436.500000 Penalty: 5169.923828
	Iteration 58Q: 3 clusters Score -2647436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -2647441.000000 Penalty: 5169.923828
	Iteration 59Q: 3 clusters Score -2647441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -2647439.000000 Penalty: 5169.923828
	Iteration 60F: 3 clusters Score -2647439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -2647444.250000 Penalty: 5169.923828
	Iteration 61Q: 3 clusters Score -2647444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -2647453.500000 Penalty: 5169.923828
	Iteration 62Q: 3 clusters Score -2647454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -2647456.000000 Penalty: 5169.923828
	Iteration 63Q: 3 clusters Score -2647456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -2647461.750000 Penalty: 5169.923828
	Iteration 64Q: 3 clusters Score -2647462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -2647467.250000 Penalty: 5169.923828
	Iteration 65Q: 3 clusters Score -2647467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -2647468.250000 Penalty: 5169.923828
	Iteration 66Q: 3 clusters Score -2647468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -2647477.250000 Penalty: 5169.923828
	Iteration 67Q: 3 clusters Score -2647477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -2647475.500000 Penalty: 5169.923828
	Iteration 68Q: 3 clusters Score -2647476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -2647487.750000 Penalty: 5169.923828
	Iteration 69Q: 3 clusters Score -2647488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -2647488.000000 Penalty: 5169.923828
	Iteration 70Q: 3 clusters Score -2647488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -2647494.500000 Penalty: 5169.923828
	Iteration 71Q: 3 clusters Score -2647494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -2647500.500000 Penalty: 5169.923828
	Iteration 72Q: 3 clusters Score -2647500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -2647506.250000 Penalty: 5169.923828
	Iteration 73Q: 3 clusters Score -2647506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -2647510.500000 Penalty: 5169.923828
	Iteration 74Q: 3 clusters Score -2647510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -2647521.750000 Penalty: 5169.923828
	Iteration 75Q: 3 clusters Score -2647522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -2647527.250000 Penalty: 5169.923828
	Iteration 76Q: 3 clusters Score -2647527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -2647541.750000 Penalty: 5169.923828
	Iteration 77Q: 3 clusters Score -2647542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -2647548.500000 Penalty: 5169.923828
	Iteration 78Q: 3 clusters Score -2647548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -2647562.500000 Penalty: 5169.923828
	Iteration 79Q: 3 clusters Score -2647562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -2647578.500000 Penalty: 5169.923828
	Iteration 80F: 3 clusters Score -2647578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -2647586.500000 Penalty: 5169.923828
	Iteration 81Q: 3 clusters Score -2647586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -2647591.750000 Penalty: 5169.923828
	Iteration 82Q: 3 clusters Score -2647592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -2647603.000000 Penalty: 5169.923828
	Iteration 83Q: 3 clusters Score -2647603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -2647601.500000 Penalty: 5169.923828
	Iteration 84Q: 3 clusters Score -2647602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -2647605.500000 Penalty: 5169.923828
	Iteration 85Q: 3 clusters Score -2647606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -2647617.000000 Penalty: 5169.923828
	Iteration 86Q: 3 clusters Score -2647617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -2647617.750000 Penalty: 5169.923828
	Iteration 87Q: 3 clusters Score -2647618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -2647625.250000 Penalty: 5169.923828
	Iteration 88Q: 3 clusters Score -2647625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -2647632.250000 Penalty: 5169.923828
	Iteration 89Q: 3 clusters Score -2647632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -2647639.000000 Penalty: 5169.923828
	Iteration 90Q: 3 clusters Score -2647639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -2647640.750000 Penalty: 5169.923828
	Iteration 91Q: 3 clusters Score -2647641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -2647653.250000 Penalty: 5169.923828
	Iteration 92Q: 3 clusters Score -2647653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -2647666.750000 Penalty: 5169.923828
	Iteration 93Q: 3 clusters Score -2647667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -2647669.000000 Penalty: 5169.923828
	Iteration 94Q: 3 clusters Score -2647669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -2647681.250000 Penalty: 5169.923828
	Iteration 95Q: 3 clusters Score -2647681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -2647687.500000 Penalty: 5169.923828
	Iteration 96Q: 3 clusters Score -2647688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -2647687.250000 Penalty: 5169.923828
	Iteration 97Q: 3 clusters Score -2647687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -2647694.500000 Penalty: 5169.923828
	Iteration 98Q: 3 clusters Score -2647694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -2647693.250000 Penalty: 5169.923828
	Iteration 99Q: 3 clusters Score -2647693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -2647695.750000 Penalty: 5169.923828
	Iteration 100F: 3 clusters Score -2647696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2647707.750000 Penalty: 5169.923828
	Iteration 101Q: 3 clusters Score -2647708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -2647702.500000 Penalty: 5169.923828
	Iteration 102Q: 3 clusters Score -2647702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -2647705.750000 Penalty: 5169.923828
	Iteration 103Q: 3 clusters Score -2647706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -2647709.000000 Penalty: 5169.923828
	Iteration 104Q: 3 clusters Score -2647709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -2647714.750000 Penalty: 5169.923828
	Iteration 105Q: 3 clusters Score -2647715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -2647721.750000 Penalty: 5169.923828
	Iteration 106Q: 3 clusters Score -2647722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2647725.250000 Penalty: 5169.923828
	Iteration 107Q: 3 clusters Score -2647725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2647739.750000 Penalty: 5169.923828
	Iteration 108Q: 3 clusters Score -2647740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -2647742.250000 Penalty: 5169.923828
	Iteration 109Q: 3 clusters Score -2647742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -2647752.000000 Penalty: 5169.923828
	Iteration 110Q: 3 clusters Score -2647752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -2647755.250000 Penalty: 5169.923828
	Iteration 111Q: 3 clusters Score -2647755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -2647761.000000 Penalty: 5169.923828
	Iteration 112Q: 3 clusters Score -2647761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -2647767.500000 Penalty: 5169.923828
	Iteration 113Q: 3 clusters Score -2647768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -2647767.500000 Penalty: 5169.923828
	Iteration 114Q: 3 clusters Score -2647768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2647766.250000 Penalty: 5169.923828
	Iteration 115Q: 3 clusters Score -2647766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -2647768.250000 Penalty: 5169.923828
	Iteration 116Q: 3 clusters Score -2647768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -2647767.500000 Penalty: 5169.923828
	Iteration 117Q: 3 clusters Score -2647768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -2647766.750000 Penalty: 5169.923828
	Iteration 118Q: 3 clusters Score -2647767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -2647766.750000 Penalty: 5169.923828
	Iteration 119F: 3 clusters Score -2647767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Entering Unmasked Estep 
Score: -3980998.750000 Penalty: 2678.987061
	Iteration 0F: 2 clusters Score -3980999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3947976.000000 Penalty: 5357.974121
	Iteration 0F: 3 clusters Score -3947976 nChanged 22656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3960723.250000 Penalty: 5357.974121
	Iteration 1F: 3 clusters Score -3960723 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3961257.000000 Penalty: 5357.974121
	Iteration 2Q: 3 clusters Score -3961257 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3961804.000000 Penalty: 5357.974121
	Iteration 3Q: 3 clusters Score -3961804 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3962472.750000 Penalty: 5357.974121
	Iteration 4Q: 3 clusters Score -3962473 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3963381.000000 Penalty: 5357.974121
	Iteration 5Q: 3 clusters Score -3963381 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3964734.500000 Penalty: 5357.974121
	Iteration 6Q: 3 clusters Score -3964734 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3966530.750000 Penalty: 5357.974121
	Iteration 7F: 3 clusters Score -3966531 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3968881.250000 Penalty: 5357.974121
	Iteration 8F: 3 clusters Score -3968881 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -3971499.750000 Penalty: 5357.974121
	Iteration 9F: 3 clusters Score -3971500 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -3973904.000000 Penalty: 5357.974121
	Iteration 10F: 3 clusters Score -3973904 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -3975706.500000 Penalty: 5357.974121
	Iteration 11Q: 3 clusters Score -3975706 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -3976933.750000 Penalty: 5357.974121
	Iteration 12Q: 3 clusters Score -3976934 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -3977686.500000 Penalty: 5357.974121
	Iteration 13Q: 3 clusters Score -3977686 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -3978145.250000 Penalty: 5357.974121
	Iteration 14Q: 3 clusters Score -3978145 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -3978415.750000 Penalty: 5357.974121
	Iteration 15Q: 3 clusters Score -3978416 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -3978584.500000 Penalty: 5357.974121
	Iteration 16Q: 3 clusters Score -3978584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -3978684.000000 Penalty: 5357.974121
	Iteration 17Q: 3 clusters Score -3978684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -3978737.000000 Penalty: 5357.974121
	Iteration 18Q: 3 clusters Score -3978737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -3978783.250000 Penalty: 5357.974121
	Iteration 19Q: 3 clusters Score -3978783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -3978812.500000 Penalty: 5357.974121
	Iteration 20F: 3 clusters Score -3978812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -3978829.250000 Penalty: 5357.974121
	Iteration 21Q: 3 clusters Score -3978829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -3978854.500000 Penalty: 5357.974121
	Iteration 22Q: 3 clusters Score -3978854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -3978866.750000 Penalty: 5357.974121
	Iteration 23Q: 3 clusters Score -3978867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -3978884.000000 Penalty: 5357.974121
	Iteration 24Q: 3 clusters Score -3978884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -3978900.250000 Penalty: 5357.974121
	Iteration 25Q: 3 clusters Score -3978900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -3978910.750000 Penalty: 5357.974121
	Iteration 26Q: 3 clusters Score -3978911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -3978914.500000 Penalty: 5357.974121
	Iteration 27Q: 3 clusters Score -3978914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -3978918.500000 Penalty: 5357.974121
	Iteration 28Q: 3 clusters Score -3978918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -3978925.250000 Penalty: 5357.974121
	Iteration 29Q: 3 clusters Score -3978925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -3978926.000000 Penalty: 5357.974121
	Iteration 30Q: 3 clusters Score -3978926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -3978927.750000 Penalty: 5357.974121
	Iteration 31Q: 3 clusters Score -3978928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -3978928.500000 Penalty: 5357.974121
	Iteration 32Q: 3 clusters Score -3978928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -3978926.250000 Penalty: 5357.974121
	Iteration 33Q: 3 clusters Score -3978926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -3978929.500000 Penalty: 5357.974121
	Iteration 34Q: 3 clusters Score -3978930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -3978934.500000 Penalty: 5357.974121
	Iteration 35Q: 3 clusters Score -3978934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -3978935.500000 Penalty: 5357.974121
	Iteration 36Q: 3 clusters Score -3978936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -3978941.750000 Penalty: 5357.974121
	Iteration 37Q: 3 clusters Score -3978942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -3978941.750000 Penalty: 5357.974121
	Iteration 38F: 3 clusters Score -3978942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Entering Unmasked Estep 
Score: -3554474.250000 Penalty: 2650.138184
	Iteration 0F: 2 clusters Score -3554474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3524961.750000 Penalty: 5300.276367
	Iteration 0F: 3 clusters Score -3524962 nChanged 20032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3536132.000000 Penalty: 5300.276367
	Iteration 1F: 3 clusters Score -3536132 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3536868.250000 Penalty: 5300.276367
	Iteration 2Q: 3 clusters Score -3536868 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3537748.250000 Penalty: 5300.276367
	Iteration 3Q: 3 clusters Score -3537748 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3539073.000000 Penalty: 5300.276367
	Iteration 4F: 3 clusters Score -3539073 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3540785.750000 Penalty: 5300.276367
	Iteration 5F: 3 clusters Score -3540786 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3543215.000000 Penalty: 5300.276367
	Iteration 6F: 3 clusters Score -3543215 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3545954.000000 Penalty: 5300.276367
	Iteration 7F: 3 clusters Score -3545954 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3548391.750000 Penalty: 5300.276367
	Iteration 8F: 3 clusters Score -3548392 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3550192.000000 Penalty: 5300.276367
	Iteration 9Q: 3 clusters Score -3550192 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3551208.750000 Penalty: 5300.276367
	Iteration 10Q: 3 clusters Score -3551209 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3551679.250000 Penalty: 5300.276367
	Iteration 11Q: 3 clusters Score -3551679 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3551942.250000 Penalty: 5300.276367
	Iteration 12Q: 3 clusters Score -3551942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3552043.000000 Penalty: 5300.276367
	Iteration 13Q: 3 clusters Score -3552043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3552109.250000 Penalty: 5300.276367
	Iteration 14Q: 3 clusters Score -3552109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3552146.250000 Penalty: 5300.276367
	Iteration 15Q: 3 clusters Score -3552146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3552170.250000 Penalty: 5300.276367
	Iteration 16Q: 3 clusters Score -3552170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3552182.500000 Penalty: 5300.276367
	Iteration 17Q: 3 clusters Score -3552182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3552207.750000 Penalty: 5300.276367
	Iteration 18Q: 3 clusters Score -3552208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3552208.750000 Penalty: 5300.276367
	Iteration 19Q: 3 clusters Score -3552209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3552225.750000 Penalty: 5300.276367
	Iteration 20F: 3 clusters Score -3552226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3552227.750000 Penalty: 5300.276367
	Iteration 21Q: 3 clusters Score -3552228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3552229.750000 Penalty: 5300.276367
	Iteration 22Q: 3 clusters Score -3552230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3552231.250000 Penalty: 5300.276367
	Iteration 23Q: 3 clusters Score -3552231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3552230.500000 Penalty: 5300.276367
	Iteration 24Q: 3 clusters Score -3552230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3552233.000000 Penalty: 5300.276367
	Iteration 25Q: 3 clusters Score -3552233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3552236.750000 Penalty: 5300.276367
	Iteration 26Q: 3 clusters Score -3552237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3552236.750000 Penalty: 5300.276367
	Iteration 27F: 3 clusters Score -3552237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -445341.718750 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -445341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -440310.031250 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -440310 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -441691.500000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -441691.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -442074.812500 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -442074.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -442471.343750 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -442471.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -442937.093750 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -442937.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -443436.843750 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -443436.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -443858.031250 Penalty: 4303.502441
	Iteration 6F: 3 clusters Score -443858 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -444236.281250 Penalty: 4303.502441
	Iteration 7F: 3 clusters Score -444236.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -444466.343750 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -444466.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -444656.468750 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -444656.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -444775.500000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -444775.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -444829.906250 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -444829.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -444865.062500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -444865.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -444883.718750 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -444883.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -444896.937500 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -444896.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -444904.000000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -444904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -444911.406250 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -444911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -444914.343750 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -444914.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -444917.156250 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -444917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -444917.218750 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -444917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -444918.406250 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -444918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -444918.937500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -444918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -444917.906250 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -444917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -444919.218750 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -444919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -444920.156250 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -444920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -444920.968750 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -444921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -444921.375000 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -444921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -444920.937500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -444920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -444920.718750 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -444920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -444920.718750 Penalty: 4303.502441
	Iteration 29F: 3 clusters Score -444920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -40005.875000 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -40005.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38498.519531 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -38498.52 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38717.105469 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -38717.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38861.847656 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -38861.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39011.109375 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -39011.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39244.281250 Penalty: 3086.397705
	Iteration 4F: 3 clusters Score -39244.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39660.468750 Penalty: 3086.397705
	Iteration 5F: 3 clusters Score -39660.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39950.089844 Penalty: 3086.397705
	Iteration 6F: 3 clusters Score -39950.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40159.277344 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -40159.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40277.101562 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -40277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40321.523438 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -40321.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40342.332031 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -40342.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40374.750000 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -40374.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40415.246094 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -40415.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40441.644531 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -40441.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40454.433594 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -40454.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40486.449219 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -40486.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40531.992188 Penalty: 3086.397705
	Iteration 16Q: 3 clusters Score -40531.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40547.394531 Penalty: 3086.397705
	Iteration 17Q: 3 clusters Score -40547.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40558.960938 Penalty: 3086.397705
	Iteration 18Q: 3 clusters Score -40558.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40561.070312 Penalty: 3086.397705
	Iteration 19Q: 3 clusters Score -40561.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40561.070312 Penalty: 3086.397705
	Iteration 20F: 3 clusters Score -40561.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111271 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 285 members 
Mstep: Class 26 contains 142972 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 2072 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 219 members 
Entering Unmasked Estep 
Score: -150814784.000000 Penalty: 246271.468750
Splitting cluster 25 changes total score from -150816256.000000 to -150814784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (142972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Entering Unmasked Estep 
Score: -14023204.000000 Penalty: 2943.860352
	Iteration 0F: 2 clusters Score -1.40232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -13934896.000000 Penalty: 5887.720703
	Iteration 0F: 3 clusters Score -1.39349e+07 nChanged 68362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -13974450.000000 Penalty: 5887.720703
	Iteration 1F: 3 clusters Score -1.397445e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -13975798.000000 Penalty: 5887.720703
	Iteration 2Q: 3 clusters Score -1.39758e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -13977548.000000 Penalty: 5887.720703
	Iteration 3Q: 3 clusters Score -1.397755e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -13979622.000000 Penalty: 5887.720703
	Iteration 4Q: 3 clusters Score -1.397962e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -13982232.000000 Penalty: 5887.720703
	Iteration 5Q: 3 clusters Score -1.398223e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -13985530.000000 Penalty: 5887.720703
	Iteration 6Q: 3 clusters Score -1.398553e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -13989041.000000 Penalty: 5887.720703
	Iteration 7F: 3 clusters Score -1.398904e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -13992477.000000 Penalty: 5887.720703
	Iteration 8F: 3 clusters Score -1.399248e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -13995970.000000 Penalty: 5887.720703
	Iteration 9F: 3 clusters Score -1.399597e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -13999494.000000 Penalty: 5887.720703
	Iteration 10Q: 3 clusters Score -1.399949e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -14003223.000000 Penalty: 5887.720703
	Iteration 11Q: 3 clusters Score -1.400322e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -14007110.000000 Penalty: 5887.720703
	Iteration 12Q: 3 clusters Score -1.400711e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -14011021.000000 Penalty: 5887.720703
	Iteration 13Q: 3 clusters Score -1.401102e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 119259 members 
Entering Unmasked Estep 
Score: -14014485.000000 Penalty: 5887.720703
	Iteration 14Q: 3 clusters Score -1.401448e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 123882 members 
Entering Unmasked Estep 
Score: -14017181.000000 Penalty: 5887.720703
	Iteration 15Q: 3 clusters Score -1.401718e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 127632 members 
Entering Unmasked Estep 
Score: -14018936.000000 Penalty: 5887.720703
	Iteration 16Q: 3 clusters Score -1.401894e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 130776 members 
Entering Unmasked Estep 
Score: -14020020.000000 Penalty: 5887.720703
	Iteration 17Q: 3 clusters Score -1.402002e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 133394 members 
Entering Unmasked Estep 
Score: -14020621.000000 Penalty: 5887.720703
	Iteration 18Q: 3 clusters Score -1.402062e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 135427 members 
Entering Unmasked Estep 
Score: -14020938.000000 Penalty: 5887.720703
	Iteration 19Q: 3 clusters Score -1.402094e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -14021180.000000 Penalty: 5887.720703
	Iteration 20F: 3 clusters Score -1.402118e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -14021233.000000 Penalty: 5887.720703
	Iteration 21Q: 3 clusters Score -1.402123e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -14021350.000000 Penalty: 5887.720703
	Iteration 22Q: 3 clusters Score -1.402135e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -14021337.000000 Penalty: 5887.720703
	Iteration 23Q: 3 clusters Score -1.402134e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 139826 members 
Entering Unmasked Estep 
Score: -14021418.000000 Penalty: 5887.720703
	Iteration 24Q: 3 clusters Score -1.402142e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 140122 members 
Entering Unmasked Estep 
Score: -14021408.000000 Penalty: 5887.720703
	Iteration 25Q: 3 clusters Score -1.402141e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 140335 members 
Entering Unmasked Estep 
Score: -14021418.000000 Penalty: 5887.720703
	Iteration 26Q: 3 clusters Score -1.402142e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -14021385.000000 Penalty: 5887.720703
	Iteration 27Q: 3 clusters Score -1.402138e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 140608 members 
Entering Unmasked Estep 
Score: -14021366.000000 Penalty: 5887.720703
	Iteration 28Q: 3 clusters Score -1.402137e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -14021365.000000 Penalty: 5887.720703
	Iteration 29Q: 3 clusters Score -1.402136e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 140773 members 
Entering Unmasked Estep 
Score: -14021351.000000 Penalty: 5887.720703
	Iteration 30Q: 3 clusters Score -1.402135e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 140833 members 
Entering Unmasked Estep 
Score: -14021354.000000 Penalty: 5887.720703
	Iteration 31Q: 3 clusters Score -1.402135e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -14021385.000000 Penalty: 5887.720703
	Iteration 32Q: 3 clusters Score -1.402138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 140912 members 
Entering Unmasked Estep 
Score: -14021383.000000 Penalty: 5887.720703
	Iteration 33Q: 3 clusters Score -1.402138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 140931 members 
Entering Unmasked Estep 
Score: -14021364.000000 Penalty: 5887.720703
	Iteration 34Q: 3 clusters Score -1.402136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 140946 members 
Entering Unmasked Estep 
Score: -14021376.000000 Penalty: 5887.720703
	Iteration 35Q: 3 clusters Score -1.402138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -14021353.000000 Penalty: 5887.720703
	Iteration 36Q: 3 clusters Score -1.402135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -14021354.000000 Penalty: 5887.720703
	Iteration 37Q: 3 clusters Score -1.402135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 141003 members 
Entering Unmasked Estep 
Score: -14021375.000000 Penalty: 5887.720703
	Iteration 38Q: 3 clusters Score -1.402138e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -14021373.000000 Penalty: 5887.720703
	Iteration 39Q: 3 clusters Score -1.402137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -14021375.000000 Penalty: 5887.720703
	Iteration 40F: 3 clusters Score -1.402138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -14021372.000000 Penalty: 5887.720703
	Iteration 41Q: 3 clusters Score -1.402137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -14021368.000000 Penalty: 5887.720703
	Iteration 42Q: 3 clusters Score -1.402137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 141056 members 
Entering Unmasked Estep 
Score: -14021372.000000 Penalty: 5887.720703
	Iteration 43Q: 3 clusters Score -1.402137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 141058 members 
Entering Unmasked Estep 
Score: -14021373.000000 Penalty: 5887.720703
	Iteration 44Q: 3 clusters Score -1.402137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -14021389.000000 Penalty: 5887.720703
	Iteration 45Q: 3 clusters Score -1.402139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -14021376.000000 Penalty: 5887.720703
	Iteration 46Q: 3 clusters Score -1.402138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 141076 members 
Entering Unmasked Estep 
Score: -14021379.000000 Penalty: 5887.720703
	Iteration 47Q: 3 clusters Score -1.402138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -14021366.000000 Penalty: 5887.720703
	Iteration 48Q: 3 clusters Score -1.402137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -14021363.000000 Penalty: 5887.720703
	Iteration 49Q: 3 clusters Score -1.402136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
Score: -14021366.000000 Penalty: 5887.720703
	Iteration 50Q: 3 clusters Score -1.402137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 141094 members 
Entering Unmasked Estep 
Score: -14021363.000000 Penalty: 5887.720703
	Iteration 51Q: 3 clusters Score -1.402136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -14021371.000000 Penalty: 5887.720703
	Iteration 52Q: 3 clusters Score -1.402137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 141103 members 
Entering Unmasked Estep 
Score: -14021367.000000 Penalty: 5887.720703
	Iteration 53Q: 3 clusters Score -1.402137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -14021355.000000 Penalty: 5887.720703
	Iteration 54Q: 3 clusters Score -1.402136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 141110 members 
Entering Unmasked Estep 
Score: -14021366.000000 Penalty: 5887.720703
	Iteration 55Q: 3 clusters Score -1.402137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -14021361.000000 Penalty: 5887.720703
	Iteration 56Q: 3 clusters Score -1.402136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 141120 members 
Entering Unmasked Estep 
Score: -14021360.000000 Penalty: 5887.720703
	Iteration 57Q: 3 clusters Score -1.402136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 141126 members 
Entering Unmasked Estep 
Score: -14021358.000000 Penalty: 5887.720703
	Iteration 58Q: 3 clusters Score -1.402136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 141131 members 
Entering Unmasked Estep 
Score: -14021365.000000 Penalty: 5887.720703
	Iteration 59Q: 3 clusters Score -1.402136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 141140 members 
Entering Unmasked Estep 
Score: -14021376.000000 Penalty: 5887.720703
	Iteration 60F: 3 clusters Score -1.402138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -14021358.000000 Penalty: 5887.720703
	Iteration 61Q: 3 clusters Score -1.402136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 141154 members 
Entering Unmasked Estep 
Score: -14021368.000000 Penalty: 5887.720703
	Iteration 62Q: 3 clusters Score -1.402137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -14021365.000000 Penalty: 5887.720703
	Iteration 63Q: 3 clusters Score -1.402136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 141175 members 
Entering Unmasked Estep 
Score: -14021359.000000 Penalty: 5887.720703
	Iteration 64Q: 3 clusters Score -1.402136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 141182 members 
Entering Unmasked Estep 
Score: -14021364.000000 Penalty: 5887.720703
	Iteration 65Q: 3 clusters Score -1.402136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -14021370.000000 Penalty: 5887.720703
	Iteration 66Q: 3 clusters Score -1.402137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -14021366.000000 Penalty: 5887.720703
	Iteration 67Q: 3 clusters Score -1.402137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 141194 members 
Entering Unmasked Estep 
Score: -14021359.000000 Penalty: 5887.720703
	Iteration 68Q: 3 clusters Score -1.402136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 141197 members 
Entering Unmasked Estep 
Score: -14021350.000000 Penalty: 5887.720703
	Iteration 69Q: 3 clusters Score -1.402135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 141200 members 
Entering Unmasked Estep 
Score: -14021357.000000 Penalty: 5887.720703
	Iteration 70Q: 3 clusters Score -1.402136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 141201 members 
Entering Unmasked Estep 
Score: -14021350.000000 Penalty: 5887.720703
	Iteration 71Q: 3 clusters Score -1.402135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 141204 members 
Entering Unmasked Estep 
Score: -14021354.000000 Penalty: 5887.720703
	Iteration 72Q: 3 clusters Score -1.402135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
Score: -14021342.000000 Penalty: 5887.720703
	Iteration 73Q: 3 clusters Score -1.402134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 141213 members 
Entering Unmasked Estep 
Score: -14021329.000000 Penalty: 5887.720703
	Iteration 74Q: 3 clusters Score -1.402133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -14021337.000000 Penalty: 5887.720703
	Iteration 75Q: 3 clusters Score -1.402134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 141220 members 
Entering Unmasked Estep 
Score: -14021341.000000 Penalty: 5887.720703
	Iteration 76Q: 3 clusters Score -1.402134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -14021342.000000 Penalty: 5887.720703
	Iteration 77Q: 3 clusters Score -1.402134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -14021336.000000 Penalty: 5887.720703
	Iteration 78Q: 3 clusters Score -1.402134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -14021349.000000 Penalty: 5887.720703
	Iteration 79Q: 3 clusters Score -1.402135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -14021349.000000 Penalty: 5887.720703
	Iteration 80F: 3 clusters Score -1.402135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -214199.375000 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -214199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -211035.953125 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -211036 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -211654.625000 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -211654.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -211810.421875 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -211810.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -211921.109375 Penalty: 3942.223877
	Iteration 3Q: 3 clusters Score -211921.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212001.703125 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -212001.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -212067.062500 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -212067.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -212127.093750 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -212127.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -212170.859375 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -212170.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -212223.187500 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -212223.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -212261.765625 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -212261.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -212295.046875 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -212295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -212324.921875 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -212324.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -212350.296875 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -212350.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -212369.265625 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -212369.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -212385.078125 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -212385.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -212400.531250 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -212400.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -212419.953125 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -212420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -212435.015625 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -212435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212443.640625 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -212443.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212449.359375 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -212449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -212452.453125 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -212452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -212455.390625 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -212455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -212456.328125 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -212456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -212456.718750 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -212456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -212458.046875 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -212458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -212458.421875 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -212458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -212459.671875 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -212459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -212460.703125 Penalty: 3942.223877
	Iteration 27Q: 3 clusters Score -212460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212461.750000 Penalty: 3942.223877
	Iteration 28Q: 3 clusters Score -212461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212463.343750 Penalty: 3942.223877
	Iteration 29Q: 3 clusters Score -212463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212464.250000 Penalty: 3942.223877
	Iteration 30Q: 3 clusters Score -212464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -212464.484375 Penalty: 3942.223877
	Iteration 31Q: 3 clusters Score -212464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -212465.812500 Penalty: 3942.223877
	Iteration 32Q: 3 clusters Score -212465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -212466.281250 Penalty: 3942.223877
	Iteration 33Q: 3 clusters Score -212466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -212466.484375 Penalty: 3942.223877
	Iteration 34Q: 3 clusters Score -212466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -212466.484375 Penalty: 3942.223877
	Iteration 35F: 3 clusters Score -212466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -245436.515625 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -245436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -242085.953125 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -242086 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -242751.843750 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -242751.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -242909.640625 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -242909.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -242997.062500 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -242997.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -243044.984375 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -243045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -243075.046875 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -243075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -243101.234375 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -243101.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -243128.640625 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -243128.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -243152.296875 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -243152.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -243174.218750 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -243174.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -243195.984375 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -243196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -243210.671875 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -243210.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -243228.078125 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -243228.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243244.515625 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -243244.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -243261.890625 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -243261.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243276.640625 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -243276.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -243289.468750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -243289.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -243300.031250 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -243300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -243310.703125 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -243310.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -243315.562500 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -243315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -243321.000000 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -243321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -243324.734375 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -243324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -243326.906250 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -243326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -243328.656250 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -243328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -243332.375000 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -243332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -243335.546875 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -243335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -243338.359375 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -243338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -243341.656250 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -243341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -243346.031250 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -243346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -243347.500000 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -243347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -243349.593750 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -243349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -243349.781250 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -243349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -243350.109375 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -243350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -243350.437500 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -243350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -243350.671875 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -243350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -243350.671875 Penalty: 3996.459473
	Iteration 35F: 3 clusters Score -243350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Entering Unmasked Estep 
Score: -3026352.750000 Penalty: 2531.151123
	Iteration 0F: 2 clusters Score -3026353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3007750.250000 Penalty: 5062.302246
	Iteration 0F: 3 clusters Score -3007750 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3014371.250000 Penalty: 5062.302246
	Iteration 1F: 3 clusters Score -3014371 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3014859.500000 Penalty: 5062.302246
	Iteration 2Q: 3 clusters Score -3014860 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3015358.750000 Penalty: 5062.302246
	Iteration 3Q: 3 clusters Score -3015359 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3015829.250000 Penalty: 5062.302246
	Iteration 4Q: 3 clusters Score -3015829 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3016389.750000 Penalty: 5062.302246
	Iteration 5Q: 3 clusters Score -3016390 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3017064.500000 Penalty: 5062.302246
	Iteration 6Q: 3 clusters Score -3017064 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3017853.750000 Penalty: 5062.302246
	Iteration 7F: 3 clusters Score -3017854 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3018801.750000 Penalty: 5062.302246
	Iteration 8F: 3 clusters Score -3018802 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3019801.250000 Penalty: 5062.302246
	Iteration 9F: 3 clusters Score -3019801 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3020797.750000 Penalty: 5062.302246
	Iteration 10F: 3 clusters Score -3020798 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3021693.750000 Penalty: 5062.302246
	Iteration 11Q: 3 clusters Score -3021694 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3022441.750000 Penalty: 5062.302246
	Iteration 12Q: 3 clusters Score -3022442 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3023026.000000 Penalty: 5062.302246
	Iteration 13Q: 3 clusters Score -3023026 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3023447.750000 Penalty: 5062.302246
	Iteration 14Q: 3 clusters Score -3023448 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3023691.250000 Penalty: 5062.302246
	Iteration 15Q: 3 clusters Score -3023691 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3023868.000000 Penalty: 5062.302246
	Iteration 16Q: 3 clusters Score -3023868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3023998.250000 Penalty: 5062.302246
	Iteration 17Q: 3 clusters Score -3023998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3024067.500000 Penalty: 5062.302246
	Iteration 18Q: 3 clusters Score -3024068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3024128.000000 Penalty: 5062.302246
	Iteration 19Q: 3 clusters Score -3024128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3024165.000000 Penalty: 5062.302246
	Iteration 20F: 3 clusters Score -3024165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3024180.500000 Penalty: 5062.302246
	Iteration 21Q: 3 clusters Score -3024180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3024202.750000 Penalty: 5062.302246
	Iteration 22Q: 3 clusters Score -3024203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3024210.750000 Penalty: 5062.302246
	Iteration 23Q: 3 clusters Score -3024211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3024230.500000 Penalty: 5062.302246
	Iteration 24Q: 3 clusters Score -3024230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3024239.750000 Penalty: 5062.302246
	Iteration 25Q: 3 clusters Score -3024240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3024244.250000 Penalty: 5062.302246
	Iteration 26Q: 3 clusters Score -3024244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3024255.500000 Penalty: 5062.302246
	Iteration 27Q: 3 clusters Score -3024256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3024255.750000 Penalty: 5062.302246
	Iteration 28Q: 3 clusters Score -3024256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3024255.750000 Penalty: 5062.302246
	Iteration 29F: 3 clusters Score -3024256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -250282.093750 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -250282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -247184.437500 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -247184.4 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -247837.375000 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -247837.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -248002.593750 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -248002.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -248112.093750 Penalty: 3952.801270
	Iteration 3Q: 3 clusters Score -248112.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -248189.828125 Penalty: 3952.801270
	Iteration 4Q: 3 clusters Score -248189.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -248261.953125 Penalty: 3952.801270
	Iteration 5Q: 3 clusters Score -248262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -248339.484375 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -248339.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -248406.703125 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -248406.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -248484.375000 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -248484.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -248611.265625 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -248611.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -248798.953125 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -248799 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -249017.453125 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -249017.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -249274.718750 Penalty: 3952.801270
	Iteration 12F: 3 clusters Score -249274.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -249500.531250 Penalty: 3952.801270
	Iteration 13F: 3 clusters Score -249500.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -249648.203125 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -249648.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -249768.640625 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -249768.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -249849.859375 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -249849.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -249907.359375 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -249907.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -249951.828125 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -249951.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -249990.703125 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -249990.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -250014.765625 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -250014.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -250028.937500 Penalty: 3952.801270
	Iteration 21Q: 3 clusters Score -250028.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -250038.281250 Penalty: 3952.801270
	Iteration 22Q: 3 clusters Score -250038.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -250044.078125 Penalty: 3952.801270
	Iteration 23Q: 3 clusters Score -250044.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -250051.218750 Penalty: 3952.801270
	Iteration 24Q: 3 clusters Score -250051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -250055.375000 Penalty: 3952.801270
	Iteration 25Q: 3 clusters Score -250055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250058.062500 Penalty: 3952.801270
	Iteration 26Q: 3 clusters Score -250058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250060.656250 Penalty: 3952.801270
	Iteration 27Q: 3 clusters Score -250060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -250062.656250 Penalty: 3952.801270
	Iteration 28Q: 3 clusters Score -250062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -250063.000000 Penalty: 3952.801270
	Iteration 29Q: 3 clusters Score -250063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -250063.468750 Penalty: 3952.801270
	Iteration 30Q: 3 clusters Score -250063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -250064.125000 Penalty: 3952.801270
	Iteration 31Q: 3 clusters Score -250064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -250064.125000 Penalty: 3952.801270
	Iteration 32F: 3 clusters Score -250064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Entering Unmasked Estep 
Score: -1353957.375000 Penalty: 2417.519287
	Iteration 0F: 2 clusters Score -1353957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1341616.250000 Penalty: 4835.038574
	Iteration 0F: 3 clusters Score -1341616 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1345864.625000 Penalty: 4835.038574
	Iteration 1F: 3 clusters Score -1345865 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1346743.250000 Penalty: 4835.038574
	Iteration 2F: 3 clusters Score -1346743 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1347849.375000 Penalty: 4835.038574
	Iteration 3F: 3 clusters Score -1347849 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1349187.875000 Penalty: 4835.038574
	Iteration 4F: 3 clusters Score -1349188 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1350447.250000 Penalty: 4835.038574
	Iteration 5F: 3 clusters Score -1350447 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1351611.625000 Penalty: 4835.038574
	Iteration 6F: 3 clusters Score -1351612 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1352544.000000 Penalty: 4835.038574
	Iteration 7Q: 3 clusters Score -1352544 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1353062.625000 Penalty: 4835.038574
	Iteration 8Q: 3 clusters Score -1353063 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1353276.250000 Penalty: 4835.038574
	Iteration 9Q: 3 clusters Score -1353276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1353357.625000 Penalty: 4835.038574
	Iteration 10Q: 3 clusters Score -1353358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1353399.500000 Penalty: 4835.038574
	Iteration 11Q: 3 clusters Score -1353400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1353426.125000 Penalty: 4835.038574
	Iteration 12Q: 3 clusters Score -1353426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1353444.875000 Penalty: 4835.038574
	Iteration 13Q: 3 clusters Score -1353445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1353458.375000 Penalty: 4835.038574
	Iteration 14Q: 3 clusters Score -1353458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1353467.500000 Penalty: 4835.038574
	Iteration 15Q: 3 clusters Score -1353468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1353473.625000 Penalty: 4835.038574
	Iteration 16Q: 3 clusters Score -1353474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1353474.625000 Penalty: 4835.038574
	Iteration 17Q: 3 clusters Score -1353475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1353478.125000 Penalty: 4835.038574
	Iteration 18Q: 3 clusters Score -1353478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1353478.750000 Penalty: 4835.038574
	Iteration 19Q: 3 clusters Score -1353479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1353483.125000 Penalty: 4835.038574
	Iteration 20F: 3 clusters Score -1353483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1353485.375000 Penalty: 4835.038574
	Iteration 21Q: 3 clusters Score -1353485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1353486.625000 Penalty: 4835.038574
	Iteration 22Q: 3 clusters Score -1353487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1353492.875000 Penalty: 4835.038574
	Iteration 23Q: 3 clusters Score -1353493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1353492.750000 Penalty: 4835.038574
	Iteration 24Q: 3 clusters Score -1353493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1353494.625000 Penalty: 4835.038574
	Iteration 25Q: 3 clusters Score -1353495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1353498.125000 Penalty: 4835.038574
	Iteration 26Q: 3 clusters Score -1353498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1353501.500000 Penalty: 4835.038574
	Iteration 27Q: 3 clusters Score -1353502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1353499.125000 Penalty: 4835.038574
	Iteration 28Q: 3 clusters Score -1353499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1353496.500000 Penalty: 4835.038574
	Iteration 29Q: 3 clusters Score -1353496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1353501.125000 Penalty: 4835.038574
	Iteration 30Q: 3 clusters Score -1353501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1353501.500000 Penalty: 4835.038574
	Iteration 31Q: 3 clusters Score -1353502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1353501.375000 Penalty: 4835.038574
	Iteration 32Q: 3 clusters Score -1353501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1353502.125000 Penalty: 4835.038574
	Iteration 33Q: 3 clusters Score -1353502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1353502.125000 Penalty: 4835.038574
	Iteration 34Q: 3 clusters Score -1353502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1353503.500000 Penalty: 4835.038574
	Iteration 35Q: 3 clusters Score -1353504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1353502.875000 Penalty: 4835.038574
	Iteration 36Q: 3 clusters Score -1353503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1353504.875000 Penalty: 4835.038574
	Iteration 37Q: 3 clusters Score -1353505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1353504.875000 Penalty: 4835.038574
	Iteration 38F: 3 clusters Score -1353505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -1489764.625000 Penalty: 2436.018799
	Iteration 0F: 2 clusters Score -1489765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1476647.625000 Penalty: 4872.037598
	Iteration 0F: 3 clusters Score -1476648 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1480987.625000 Penalty: 4872.037598
	Iteration 1F: 3 clusters Score -1480988 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1481538.000000 Penalty: 4872.037598
	Iteration 2F: 3 clusters Score -1481538 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1482109.250000 Penalty: 4872.037598
	Iteration 3F: 3 clusters Score -1482109 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1482830.250000 Penalty: 4872.037598
	Iteration 4F: 3 clusters Score -1482830 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1483734.500000 Penalty: 4872.037598
	Iteration 5F: 3 clusters Score -1483734 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1484606.250000 Penalty: 4872.037598
	Iteration 6F: 3 clusters Score -1484606 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1485315.375000 Penalty: 4872.037598
	Iteration 7F: 3 clusters Score -1485315 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1485827.875000 Penalty: 4872.037598
	Iteration 8Q: 3 clusters Score -1485828 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1486160.375000 Penalty: 4872.037598
	Iteration 9Q: 3 clusters Score -1486160 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1486395.250000 Penalty: 4872.037598
	Iteration 10Q: 3 clusters Score -1486395 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1486588.500000 Penalty: 4872.037598
	Iteration 11Q: 3 clusters Score -1486588 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1486721.875000 Penalty: 4872.037598
	Iteration 12Q: 3 clusters Score -1486722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1486831.875000 Penalty: 4872.037598
	Iteration 13Q: 3 clusters Score -1486832 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1486914.125000 Penalty: 4872.037598
	Iteration 14Q: 3 clusters Score -1486914 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1486973.250000 Penalty: 4872.037598
	Iteration 15Q: 3 clusters Score -1486973 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1487021.375000 Penalty: 4872.037598
	Iteration 16Q: 3 clusters Score -1487021 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1487067.625000 Penalty: 4872.037598
	Iteration 17Q: 3 clusters Score -1487068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1487128.875000 Penalty: 4872.037598
	Iteration 18Q: 3 clusters Score -1487129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1487178.250000 Penalty: 4872.037598
	Iteration 19Q: 3 clusters Score -1487178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1487233.250000 Penalty: 4872.037598
	Iteration 20F: 3 clusters Score -1487233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1487282.750000 Penalty: 4872.037598
	Iteration 21Q: 3 clusters Score -1487283 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1487343.875000 Penalty: 4872.037598
	Iteration 22Q: 3 clusters Score -1487344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1487372.250000 Penalty: 4872.037598
	Iteration 23Q: 3 clusters Score -1487372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1487403.750000 Penalty: 4872.037598
	Iteration 24Q: 3 clusters Score -1487404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1487423.625000 Penalty: 4872.037598
	Iteration 25Q: 3 clusters Score -1487424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1487449.875000 Penalty: 4872.037598
	Iteration 26Q: 3 clusters Score -1487450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1487481.250000 Penalty: 4872.037598
	Iteration 27Q: 3 clusters Score -1487481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1487509.125000 Penalty: 4872.037598
	Iteration 28Q: 3 clusters Score -1487509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1487535.375000 Penalty: 4872.037598
	Iteration 29Q: 3 clusters Score -1487535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1487558.750000 Penalty: 4872.037598
	Iteration 30Q: 3 clusters Score -1487559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1487583.875000 Penalty: 4872.037598
	Iteration 31Q: 3 clusters Score -1487584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1487600.125000 Penalty: 4872.037598
	Iteration 32Q: 3 clusters Score -1487600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1487615.625000 Penalty: 4872.037598
	Iteration 33Q: 3 clusters Score -1487616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1487623.875000 Penalty: 4872.037598
	Iteration 34Q: 3 clusters Score -1487624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1487633.875000 Penalty: 4872.037598
	Iteration 35Q: 3 clusters Score -1487634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1487642.000000 Penalty: 4872.037598
	Iteration 36Q: 3 clusters Score -1487642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1487651.625000 Penalty: 4872.037598
	Iteration 37Q: 3 clusters Score -1487652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1487659.000000 Penalty: 4872.037598
	Iteration 38Q: 3 clusters Score -1487659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1487669.125000 Penalty: 4872.037598
	Iteration 39Q: 3 clusters Score -1487669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1487673.375000 Penalty: 4872.037598
	Iteration 40F: 3 clusters Score -1487673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1487677.125000 Penalty: 4872.037598
	Iteration 41Q: 3 clusters Score -1487677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1487679.625000 Penalty: 4872.037598
	Iteration 42Q: 3 clusters Score -1487680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1487679.625000 Penalty: 4872.037598
	Iteration 43F: 3 clusters Score -1487680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -391894.843750 Penalty: 2112.957275
	Iteration 0F: 2 clusters Score -391894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -387425.406250 Penalty: 4225.914551
	Iteration 0F: 3 clusters Score -387425.4 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -388509.625000 Penalty: 4225.914551
	Iteration 1F: 3 clusters Score -388509.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -388714.000000 Penalty: 4225.914551
	Iteration 2F: 3 clusters Score -388714 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -388851.125000 Penalty: 4225.914551
	Iteration 3Q: 3 clusters Score -388851.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -388952.031250 Penalty: 4225.914551
	Iteration 4Q: 3 clusters Score -388952 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -389070.031250 Penalty: 4225.914551
	Iteration 5Q: 3 clusters Score -389070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -389199.937500 Penalty: 4225.914551
	Iteration 6Q: 3 clusters Score -389199.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -389337.906250 Penalty: 4225.914551
	Iteration 7Q: 3 clusters Score -389337.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -389495.656250 Penalty: 4225.914551
	Iteration 8Q: 3 clusters Score -389495.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -389657.781250 Penalty: 4225.914551
	Iteration 9Q: 3 clusters Score -389657.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -389836.000000 Penalty: 4225.914551
	Iteration 10Q: 3 clusters Score -389836 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -390024.687500 Penalty: 4225.914551
	Iteration 11Q: 3 clusters Score -390024.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -390204.968750 Penalty: 4225.914551
	Iteration 12Q: 3 clusters Score -390205 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -390355.375000 Penalty: 4225.914551
	Iteration 13Q: 3 clusters Score -390355.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -390477.468750 Penalty: 4225.914551
	Iteration 14Q: 3 clusters Score -390477.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -390575.437500 Penalty: 4225.914551
	Iteration 15Q: 3 clusters Score -390575.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -390649.062500 Penalty: 4225.914551
	Iteration 16Q: 3 clusters Score -390649.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -390698.000000 Penalty: 4225.914551
	Iteration 17Q: 3 clusters Score -390698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -390740.375000 Penalty: 4225.914551
	Iteration 18Q: 3 clusters Score -390740.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -390779.937500 Penalty: 4225.914551
	Iteration 19Q: 3 clusters Score -390779.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -390813.250000 Penalty: 4225.914551
	Iteration 20F: 3 clusters Score -390813.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -390844.093750 Penalty: 4225.914551
	Iteration 21Q: 3 clusters Score -390844.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -390873.375000 Penalty: 4225.914551
	Iteration 22Q: 3 clusters Score -390873.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -390906.187500 Penalty: 4225.914551
	Iteration 23Q: 3 clusters Score -390906.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -390950.906250 Penalty: 4225.914551
	Iteration 24Q: 3 clusters Score -390950.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -390990.500000 Penalty: 4225.914551
	Iteration 25Q: 3 clusters Score -390990.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -391049.281250 Penalty: 4225.914551
	Iteration 26Q: 3 clusters Score -391049.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -391098.750000 Penalty: 4225.914551
	Iteration 27Q: 3 clusters Score -391098.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -391145.125000 Penalty: 4225.914551
	Iteration 28Q: 3 clusters Score -391145.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -391173.593750 Penalty: 4225.914551
	Iteration 29Q: 3 clusters Score -391173.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -391195.500000 Penalty: 4225.914551
	Iteration 30Q: 3 clusters Score -391195.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -391208.718750 Penalty: 4225.914551
	Iteration 31Q: 3 clusters Score -391208.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -391219.312500 Penalty: 4225.914551
	Iteration 32Q: 3 clusters Score -391219.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -391223.156250 Penalty: 4225.914551
	Iteration 33Q: 3 clusters Score -391223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -391223.156250 Penalty: 4225.914551
	Iteration 34F: 3 clusters Score -391223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -385386.125000 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -385386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -380902.156250 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -380902.2 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -381962.031250 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -381962 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -382182.781250 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -382182.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -382344.937500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -382344.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -382459.125000 Penalty: 4217.333496
	Iteration 4Q: 3 clusters Score -382459.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -382539.781250 Penalty: 4217.333496
	Iteration 5Q: 3 clusters Score -382539.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -382610.906250 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -382610.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -382674.937500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -382674.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -382730.750000 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -382730.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -382777.343750 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -382777.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -382825.687500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -382825.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -382873.031250 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -382873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -382912.718750 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -382912.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -382959.656250 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -382959.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382999.312500 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -382999.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -383029.562500 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -383029.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -383050.781250 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -383050.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -383068.531250 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -383068.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383080.093750 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -383080.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -383092.312500 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -383092.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -383101.531250 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -383101.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -383107.875000 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -383107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -383113.343750 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -383113.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -383119.031250 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -383119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -383124.531250 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -383124.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -383126.062500 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -383126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -383128.000000 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -383128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -383130.218750 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -383130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -383130.312500 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -383130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -383134.375000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -383134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383134.531250 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -383134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -383135.750000 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -383135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383137.343750 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -383137.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383138.937500 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -383138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -383140.625000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -383140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -383141.125000 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -383141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -383140.781250 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -383140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383140.812500 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -383140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -383140.812500 Penalty: 4217.333496
	Iteration 38F: 3 clusters Score -383140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -120852.835938 Penalty: 1893.794800
	Iteration 0F: 2 clusters Score -120852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -118266.101562 Penalty: 3787.589600
	Iteration 0F: 3 clusters Score -118266.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -119211.117188 Penalty: 3787.589600
	Iteration 1F: 3 clusters Score -119211.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -119735.890625 Penalty: 3787.589600
	Iteration 2F: 3 clusters Score -119735.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -120155.882812 Penalty: 3787.589600
	Iteration 3F: 3 clusters Score -120155.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -120462.593750 Penalty: 3787.589600
	Iteration 4F: 3 clusters Score -120462.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -120690.726562 Penalty: 3787.589600
	Iteration 5Q: 3 clusters Score -120690.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -120864.289062 Penalty: 3787.589600
	Iteration 6Q: 3 clusters Score -120864.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -120967.562500 Penalty: 3787.589600
	Iteration 7Q: 3 clusters Score -120967.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -121042.195312 Penalty: 3787.589600
	Iteration 8Q: 3 clusters Score -121042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -121089.226562 Penalty: 3787.589600
	Iteration 9Q: 3 clusters Score -121089.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -121127.015625 Penalty: 3787.589600
	Iteration 10Q: 3 clusters Score -121127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -121152.156250 Penalty: 3787.589600
	Iteration 11Q: 3 clusters Score -121152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -121166.679688 Penalty: 3787.589600
	Iteration 12Q: 3 clusters Score -121166.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -121177.265625 Penalty: 3787.589600
	Iteration 13Q: 3 clusters Score -121177.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121181.000000 Penalty: 3787.589600
	Iteration 14Q: 3 clusters Score -121181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -121186.062500 Penalty: 3787.589600
	Iteration 15Q: 3 clusters Score -121186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -121187.734375 Penalty: 3787.589600
	Iteration 16Q: 3 clusters Score -121187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -121188.335938 Penalty: 3787.589600
	Iteration 17Q: 3 clusters Score -121188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -121188.789062 Penalty: 3787.589600
	Iteration 18Q: 3 clusters Score -121188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -121188.789062 Penalty: 3787.589600
	Iteration 19F: 3 clusters Score -121188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 66262 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 51752 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 111271 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 20115 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 169225 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 38544 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 49137 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 142972 members 
Mstep: Class 27 contains 2830 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 27072 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 17121 members 
Mstep: Class 32 contains 18447 members 
Mstep: Class 33 contains 5014 members 
Mstep: Class 34 contains 4928 members 
Mstep: Class 35 contains 1090 members 
Mstep: Class 36 contains 5510 members 
Mstep: Class 37 contains 11978 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 2167 members 
Mstep: Class 40 contains 14248 members 
Mstep: Class 41 contains 3862 members 
Mstep: Class 42 contains 18420 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 74267 members 
Mstep: Class 46 contains 5865 members 
Mstep: Class 47 contains 2694 members 
Mstep: Class 48 contains 12000 members 
Mstep: Class 49 contains 1754 members 
Mstep: Class 50 contains 120749 members 
Mstep: Class 51 contains 128656 members 
Mstep: Class 52 contains 16710 members 
Mstep: Class 53 contains 1569 members 
Mstep: Class 54 contains 107511 members 
Mstep: Class 55 contains 4392 members 
Mstep: Class 56 contains 12021 members 
Mstep: Class 57 contains 111076 members 
Mstep: Class 58 contains 1430 members 
Mstep: Class 59 contains 2605 members 
Mstep: Class 60 contains 13192 members 
Mstep: Class 61 contains 4967 members 
Mstep: Class 62 contains 3691 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 22355 members 
Mstep: Class 65 contains 3235 members 
Mstep: Class 66 contains 7052 members 
Mstep: Class 67 contains 7122 members 
Mstep: Class 68 contains 5649 members 
Mstep: Class 69 contains 982 members 
Entering Unmasked Estep 
Score: -150814928.000000 Penalty: 246271.468750
Splitting cluster 35 changes total score from -150816256.000000 to -150814928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -428460.156250 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -428460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -423703.156250 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -423703.2 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -425072.593750 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -425072.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -425469.781250 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -425469.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -425853.406250 Penalty: 4272.702637
	Iteration 3F: 3 clusters Score -425853.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -426190.906250 Penalty: 4272.702637
	Iteration 4F: 3 clusters Score -426190.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -426488.062500 Penalty: 4272.702637
	Iteration 5F: 3 clusters Score -426488.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -426765.093750 Penalty: 4272.702637
	Iteration 6F: 3 clusters Score -426765.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -426964.500000 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -426964.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -427107.468750 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -427107.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -427197.593750 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -427197.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -427247.343750 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -427247.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -427286.781250 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -427286.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -427325.968750 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -427326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -427359.843750 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -427359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -427376.750000 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -427376.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -427386.312500 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -427386.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -427391.093750 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -427391.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -427393.500000 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -427393.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -427396.281250 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -427396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -427399.687500 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -427399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -427402.812500 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -427402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -427406.062500 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -427406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -427407.406250 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -427407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -427409.781250 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -427409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -427410.312500 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -427410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -427410.250000 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -427410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -427411.062500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -427411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -427411.062500 Penalty: 4272.702637
	Iteration 27F: 3 clusters Score -427411.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -962416.000000 Penalty: 2328.925049
	Iteration 0F: 2 clusters Score -962416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -953517.500000 Penalty: 4657.850098
	Iteration 0F: 3 clusters Score -953517.5 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -956250.437500 Penalty: 4657.850098
	Iteration 1F: 3 clusters Score -956250.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -956710.750000 Penalty: 4657.850098
	Iteration 2F: 3 clusters Score -956710.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -957178.250000 Penalty: 4657.850098
	Iteration 3F: 3 clusters Score -957178.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -957631.375000 Penalty: 4657.850098
	Iteration 4F: 3 clusters Score -957631.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -958031.000000 Penalty: 4657.850098
	Iteration 5F: 3 clusters Score -958031 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -958388.562500 Penalty: 4657.850098
	Iteration 6F: 3 clusters Score -958388.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -958712.812500 Penalty: 4657.850098
	Iteration 7Q: 3 clusters Score -958712.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -958977.375000 Penalty: 4657.850098
	Iteration 8Q: 3 clusters Score -958977.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -959138.125000 Penalty: 4657.850098
	Iteration 9Q: 3 clusters Score -959138.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -959244.500000 Penalty: 4657.850098
	Iteration 10Q: 3 clusters Score -959244.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -959315.687500 Penalty: 4657.850098
	Iteration 11Q: 3 clusters Score -959315.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -959367.500000 Penalty: 4657.850098
	Iteration 12Q: 3 clusters Score -959367.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -959397.562500 Penalty: 4657.850098
	Iteration 13Q: 3 clusters Score -959397.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -959418.750000 Penalty: 4657.850098
	Iteration 14Q: 3 clusters Score -959418.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -959434.937500 Penalty: 4657.850098
	Iteration 15Q: 3 clusters Score -959434.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -959450.062500 Penalty: 4657.850098
	Iteration 16Q: 3 clusters Score -959450.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -959466.500000 Penalty: 4657.850098
	Iteration 17Q: 3 clusters Score -959466.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -959487.750000 Penalty: 4657.850098
	Iteration 18Q: 3 clusters Score -959487.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -959502.187500 Penalty: 4657.850098
	Iteration 19Q: 3 clusters Score -959502.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -959524.437500 Penalty: 4657.850098
	Iteration 20F: 3 clusters Score -959524.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -959542.437500 Penalty: 4657.850098
	Iteration 21Q: 3 clusters Score -959542.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -959560.000000 Penalty: 4657.850098
	Iteration 22Q: 3 clusters Score -959560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -959576.375000 Penalty: 4657.850098
	Iteration 23Q: 3 clusters Score -959576.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -959598.250000 Penalty: 4657.850098
	Iteration 24Q: 3 clusters Score -959598.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -959617.187500 Penalty: 4657.850098
	Iteration 25Q: 3 clusters Score -959617.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -959628.500000 Penalty: 4657.850098
	Iteration 26Q: 3 clusters Score -959628.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -959640.062500 Penalty: 4657.850098
	Iteration 27Q: 3 clusters Score -959640.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -959657.750000 Penalty: 4657.850098
	Iteration 28Q: 3 clusters Score -959657.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -959681.187500 Penalty: 4657.850098
	Iteration 29Q: 3 clusters Score -959681.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -959705.125000 Penalty: 4657.850098
	Iteration 30Q: 3 clusters Score -959705.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -959736.000000 Penalty: 4657.850098
	Iteration 31Q: 3 clusters Score -959736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -959776.125000 Penalty: 4657.850098
	Iteration 32Q: 3 clusters Score -959776.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -959821.375000 Penalty: 4657.850098
	Iteration 33Q: 3 clusters Score -959821.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -959859.125000 Penalty: 4657.850098
	Iteration 34Q: 3 clusters Score -959859.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -959914.000000 Penalty: 4657.850098
	Iteration 35Q: 3 clusters Score -959914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -959965.000000 Penalty: 4657.850098
	Iteration 36Q: 3 clusters Score -959965 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -960018.437500 Penalty: 4657.850098
	Iteration 37Q: 3 clusters Score -960018.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -960070.562500 Penalty: 4657.850098
	Iteration 38Q: 3 clusters Score -960070.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -960113.437500 Penalty: 4657.850098
	Iteration 39Q: 3 clusters Score -960113.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -960166.187500 Penalty: 4657.850098
	Iteration 40F: 3 clusters Score -960166.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -960221.000000 Penalty: 4657.850098
	Iteration 41Q: 3 clusters Score -960221 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -960282.375000 Penalty: 4657.850098
	Iteration 42Q: 3 clusters Score -960282.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -960357.125000 Penalty: 4657.850098
	Iteration 43Q: 3 clusters Score -960357.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -960413.562500 Penalty: 4657.850098
	Iteration 44Q: 3 clusters Score -960413.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -960452.187500 Penalty: 4657.850098
	Iteration 45Q: 3 clusters Score -960452.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -960483.875000 Penalty: 4657.850098
	Iteration 46Q: 3 clusters Score -960483.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -960501.750000 Penalty: 4657.850098
	Iteration 47Q: 3 clusters Score -960501.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -960515.687500 Penalty: 4657.850098
	Iteration 48Q: 3 clusters Score -960515.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -960534.687500 Penalty: 4657.850098
	Iteration 49Q: 3 clusters Score -960534.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -960551.375000 Penalty: 4657.850098
	Iteration 50Q: 3 clusters Score -960551.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -960564.000000 Penalty: 4657.850098
	Iteration 51Q: 3 clusters Score -960564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -960583.250000 Penalty: 4657.850098
	Iteration 52Q: 3 clusters Score -960583.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -960601.000000 Penalty: 4657.850098
	Iteration 53Q: 3 clusters Score -960601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -960622.562500 Penalty: 4657.850098
	Iteration 54Q: 3 clusters Score -960622.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -960638.437500 Penalty: 4657.850098
	Iteration 55Q: 3 clusters Score -960638.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -960658.375000 Penalty: 4657.850098
	Iteration 56Q: 3 clusters Score -960658.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -960672.000000 Penalty: 4657.850098
	Iteration 57Q: 3 clusters Score -960672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -960687.062500 Penalty: 4657.850098
	Iteration 58Q: 3 clusters Score -960687.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -960694.000000 Penalty: 4657.850098
	Iteration 59Q: 3 clusters Score -960694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -960702.937500 Penalty: 4657.850098
	Iteration 60F: 3 clusters Score -960702.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -960714.937500 Penalty: 4657.850098
	Iteration 61Q: 3 clusters Score -960714.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -960719.125000 Penalty: 4657.850098
	Iteration 62Q: 3 clusters Score -960719.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -960733.750000 Penalty: 4657.850098
	Iteration 63Q: 3 clusters Score -960733.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -960740.187500 Penalty: 4657.850098
	Iteration 64Q: 3 clusters Score -960740.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -960742.437500 Penalty: 4657.850098
	Iteration 65Q: 3 clusters Score -960742.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -960751.062500 Penalty: 4657.850098
	Iteration 66Q: 3 clusters Score -960751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -960757.125000 Penalty: 4657.850098
	Iteration 67Q: 3 clusters Score -960757.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -960762.000000 Penalty: 4657.850098
	Iteration 68Q: 3 clusters Score -960762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -960767.375000 Penalty: 4657.850098
	Iteration 69Q: 3 clusters Score -960767.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -960770.875000 Penalty: 4657.850098
	Iteration 70Q: 3 clusters Score -960770.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -960775.812500 Penalty: 4657.850098
	Iteration 71Q: 3 clusters Score -960775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -960778.062500 Penalty: 4657.850098
	Iteration 72Q: 3 clusters Score -960778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -960780.687500 Penalty: 4657.850098
	Iteration 73Q: 3 clusters Score -960780.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -960782.250000 Penalty: 4657.850098
	Iteration 74Q: 3 clusters Score -960782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -960784.125000 Penalty: 4657.850098
	Iteration 75Q: 3 clusters Score -960784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -960786.187500 Penalty: 4657.850098
	Iteration 76Q: 3 clusters Score -960786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -960786.125000 Penalty: 4657.850098
	Iteration 77Q: 3 clusters Score -960786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -960788.062500 Penalty: 4657.850098
	Iteration 78Q: 3 clusters Score -960788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -960789.375000 Penalty: 4657.850098
	Iteration 79Q: 3 clusters Score -960789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -960788.937500 Penalty: 4657.850098
	Iteration 80F: 3 clusters Score -960788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -310415.687500 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -310415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -306594.250000 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -306594.2 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -307439.750000 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -307439.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -307600.312500 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -307600.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -307693.500000 Penalty: 4095.791748
	Iteration 3Q: 3 clusters Score -307693.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -307777.031250 Penalty: 4095.791748
	Iteration 4Q: 3 clusters Score -307777 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -307837.031250 Penalty: 4095.791748
	Iteration 5Q: 3 clusters Score -307837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -307890.468750 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -307890.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -307923.375000 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -307923.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -307949.812500 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -307949.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -307973.125000 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -307973.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -307990.562500 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -307990.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -308008.343750 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -308008.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -308023.875000 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -308023.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -308039.531250 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -308039.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -308047.906250 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -308047.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -308054.875000 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -308054.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -308062.406250 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -308062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -308071.468750 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -308071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -308078.437500 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -308078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -308084.906250 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -308084.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -308091.343750 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -308091.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -308099.062500 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -308099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -308103.343750 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -308103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -308106.000000 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -308106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -308107.812500 Penalty: 4095.791748
	Iteration 24Q: 3 clusters Score -308107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -308110.406250 Penalty: 4095.791748
	Iteration 25Q: 3 clusters Score -308110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308114.468750 Penalty: 4095.791748
	Iteration 26Q: 3 clusters Score -308114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -308116.843750 Penalty: 4095.791748
	Iteration 27Q: 3 clusters Score -308116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -308119.125000 Penalty: 4095.791748
	Iteration 28Q: 3 clusters Score -308119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -308119.875000 Penalty: 4095.791748
	Iteration 29Q: 3 clusters Score -308119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -308119.875000 Penalty: 4095.791748
	Iteration 30F: 3 clusters Score -308119.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -158859.593750 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -158859.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -156214.218750 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -156214.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -156777.953125 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -156778 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -156973.437500 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -156973.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -157098.203125 Penalty: 3809.825195
	Iteration 3Q: 3 clusters Score -157098.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -157213.984375 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -157214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -157332.453125 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -157332.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -157407.093750 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -157407.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -157452.984375 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -157453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -157480.562500 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -157480.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -157510.562500 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -157510.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -157534.687500 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -157534.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157551.265625 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -157551.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157565.328125 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -157565.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -157574.781250 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -157574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -157583.500000 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -157583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -157588.078125 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -157588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -157591.968750 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -157592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -157597.296875 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -157597.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157601.890625 Penalty: 3809.825195
	Iteration 18Q: 3 clusters Score -157601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -157603.484375 Penalty: 3809.825195
	Iteration 19Q: 3 clusters Score -157603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -157604.375000 Penalty: 3809.825195
	Iteration 20F: 3 clusters Score -157604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157606.750000 Penalty: 3809.825195
	Iteration 21Q: 3 clusters Score -157606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -157607.781250 Penalty: 3809.825195
	Iteration 22Q: 3 clusters Score -157607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -157608.750000 Penalty: 3809.825195
	Iteration 23Q: 3 clusters Score -157608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -157608.953125 Penalty: 3809.825195
	Iteration 24Q: 3 clusters Score -157609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -157609.796875 Penalty: 3809.825195
	Iteration 25Q: 3 clusters Score -157609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -157609.796875 Penalty: 3809.825195
	Iteration 26F: 3 clusters Score -157609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Entering Unmasked Estep 
Score: -1015555.062500 Penalty: 2371.964355
	Iteration 0F: 2 clusters Score -1015555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1005189.875000 Penalty: 4743.928711
	Iteration 0F: 3 clusters Score -1005190 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1008482.000000 Penalty: 4743.928711
	Iteration 1F: 3 clusters Score -1008482 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1008911.937500 Penalty: 4743.928711
	Iteration 2F: 3 clusters Score -1008912 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1009295.750000 Penalty: 4743.928711
	Iteration 3F: 3 clusters Score -1009296 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1009634.687500 Penalty: 4743.928711
	Iteration 4F: 3 clusters Score -1009635 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1009908.687500 Penalty: 4743.928711
	Iteration 5Q: 3 clusters Score -1009909 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1010169.875000 Penalty: 4743.928711
	Iteration 6Q: 3 clusters Score -1010170 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1010410.250000 Penalty: 4743.928711
	Iteration 7Q: 3 clusters Score -1010410 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1010661.187500 Penalty: 4743.928711
	Iteration 8Q: 3 clusters Score -1010661 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1010949.687500 Penalty: 4743.928711
	Iteration 9Q: 3 clusters Score -1010950 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1011241.937500 Penalty: 4743.928711
	Iteration 10Q: 3 clusters Score -1011242 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1011533.250000 Penalty: 4743.928711
	Iteration 11Q: 3 clusters Score -1011533 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1011809.250000 Penalty: 4743.928711
	Iteration 12Q: 3 clusters Score -1011809 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1012056.625000 Penalty: 4743.928711
	Iteration 13Q: 3 clusters Score -1012057 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1012254.875000 Penalty: 4743.928711
	Iteration 14Q: 3 clusters Score -1012255 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1012406.125000 Penalty: 4743.928711
	Iteration 15Q: 3 clusters Score -1012406 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1012529.312500 Penalty: 4743.928711
	Iteration 16Q: 3 clusters Score -1012529 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1012627.875000 Penalty: 4743.928711
	Iteration 17Q: 3 clusters Score -1012628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1012713.125000 Penalty: 4743.928711
	Iteration 18Q: 3 clusters Score -1012713 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1012778.937500 Penalty: 4743.928711
	Iteration 19Q: 3 clusters Score -1012779 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1012837.062500 Penalty: 4743.928711
	Iteration 20F: 3 clusters Score -1012837 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1012882.125000 Penalty: 4743.928711
	Iteration 21Q: 3 clusters Score -1012882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1012925.187500 Penalty: 4743.928711
	Iteration 22Q: 3 clusters Score -1012925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1012970.062500 Penalty: 4743.928711
	Iteration 23Q: 3 clusters Score -1012970 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1013019.500000 Penalty: 4743.928711
	Iteration 24Q: 3 clusters Score -1013020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1013071.687500 Penalty: 4743.928711
	Iteration 25Q: 3 clusters Score -1013072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1013123.187500 Penalty: 4743.928711
	Iteration 26Q: 3 clusters Score -1013123 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1013182.750000 Penalty: 4743.928711
	Iteration 27Q: 3 clusters Score -1013183 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1013243.437500 Penalty: 4743.928711
	Iteration 28Q: 3 clusters Score -1013243 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1013302.812500 Penalty: 4743.928711
	Iteration 29Q: 3 clusters Score -1013303 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1013370.875000 Penalty: 4743.928711
	Iteration 30Q: 3 clusters Score -1013371 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1013425.750000 Penalty: 4743.928711
	Iteration 31Q: 3 clusters Score -1013426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1013465.500000 Penalty: 4743.928711
	Iteration 32Q: 3 clusters Score -1013466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1013506.187500 Penalty: 4743.928711
	Iteration 33Q: 3 clusters Score -1013506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1013538.687500 Penalty: 4743.928711
	Iteration 34Q: 3 clusters Score -1013539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1013569.500000 Penalty: 4743.928711
	Iteration 35Q: 3 clusters Score -1013570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1013606.437500 Penalty: 4743.928711
	Iteration 36Q: 3 clusters Score -1013606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1013639.750000 Penalty: 4743.928711
	Iteration 37Q: 3 clusters Score -1013640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1013665.312500 Penalty: 4743.928711
	Iteration 38Q: 3 clusters Score -1013665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1013685.250000 Penalty: 4743.928711
	Iteration 39Q: 3 clusters Score -1013685 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1013706.562500 Penalty: 4743.928711
	Iteration 40F: 3 clusters Score -1013707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1013736.312500 Penalty: 4743.928711
	Iteration 41Q: 3 clusters Score -1013736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1013759.375000 Penalty: 4743.928711
	Iteration 42Q: 3 clusters Score -1013759 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1013785.312500 Penalty: 4743.928711
	Iteration 43Q: 3 clusters Score -1013785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1013815.125000 Penalty: 4743.928711
	Iteration 44Q: 3 clusters Score -1013815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1013836.250000 Penalty: 4743.928711
	Iteration 45Q: 3 clusters Score -1013836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1013856.687500 Penalty: 4743.928711
	Iteration 46Q: 3 clusters Score -1013857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1013865.312500 Penalty: 4743.928711
	Iteration 47Q: 3 clusters Score -1013865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1013882.250000 Penalty: 4743.928711
	Iteration 48Q: 3 clusters Score -1013882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1013895.125000 Penalty: 4743.928711
	Iteration 49Q: 3 clusters Score -1013895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1013906.812500 Penalty: 4743.928711
	Iteration 50Q: 3 clusters Score -1013907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1013921.562500 Penalty: 4743.928711
	Iteration 51Q: 3 clusters Score -1013922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1013932.375000 Penalty: 4743.928711
	Iteration 52Q: 3 clusters Score -1013932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1013945.250000 Penalty: 4743.928711
	Iteration 53Q: 3 clusters Score -1013945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1013960.562500 Penalty: 4743.928711
	Iteration 54Q: 3 clusters Score -1013961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1013973.250000 Penalty: 4743.928711
	Iteration 55Q: 3 clusters Score -1013973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1013990.625000 Penalty: 4743.928711
	Iteration 56Q: 3 clusters Score -1013991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1014007.687500 Penalty: 4743.928711
	Iteration 57Q: 3 clusters Score -1014008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1014020.937500 Penalty: 4743.928711
	Iteration 58Q: 3 clusters Score -1014021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1014037.250000 Penalty: 4743.928711
	Iteration 59Q: 3 clusters Score -1014037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1014049.500000 Penalty: 4743.928711
	Iteration 60F: 3 clusters Score -1014050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1014065.062500 Penalty: 4743.928711
	Iteration 61Q: 3 clusters Score -1014065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1014076.875000 Penalty: 4743.928711
	Iteration 62Q: 3 clusters Score -1014077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1014091.562500 Penalty: 4743.928711
	Iteration 63Q: 3 clusters Score -1014092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1014101.187500 Penalty: 4743.928711
	Iteration 64Q: 3 clusters Score -1014101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1014113.562500 Penalty: 4743.928711
	Iteration 65Q: 3 clusters Score -1014114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1014122.437500 Penalty: 4743.928711
	Iteration 66Q: 3 clusters Score -1014122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1014132.875000 Penalty: 4743.928711
	Iteration 67Q: 3 clusters Score -1014133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1014136.937500 Penalty: 4743.928711
	Iteration 68Q: 3 clusters Score -1014137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1014144.187500 Penalty: 4743.928711
	Iteration 69Q: 3 clusters Score -1014144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1014154.937500 Penalty: 4743.928711
	Iteration 70Q: 3 clusters Score -1014155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1014162.750000 Penalty: 4743.928711
	Iteration 71Q: 3 clusters Score -1014163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1014170.500000 Penalty: 4743.928711
	Iteration 72Q: 3 clusters Score -1014170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1014172.625000 Penalty: 4743.928711
	Iteration 73Q: 3 clusters Score -1014173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1014173.625000 Penalty: 4743.928711
	Iteration 74Q: 3 clusters Score -1014174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1014179.562500 Penalty: 4743.928711
	Iteration 75Q: 3 clusters Score -1014180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1014184.125000 Penalty: 4743.928711
	Iteration 76Q: 3 clusters Score -1014184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1014189.750000 Penalty: 4743.928711
	Iteration 77Q: 3 clusters Score -1014190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1014199.312500 Penalty: 4743.928711
	Iteration 78Q: 3 clusters Score -1014199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1014201.000000 Penalty: 4743.928711
	Iteration 79Q: 3 clusters Score -1014201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1014205.125000 Penalty: 4743.928711
	Iteration 80F: 3 clusters Score -1014205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1014209.125000 Penalty: 4743.928711
	Iteration 81Q: 3 clusters Score -1014209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1014213.750000 Penalty: 4743.928711
	Iteration 82Q: 3 clusters Score -1014214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1014213.062500 Penalty: 4743.928711
	Iteration 83Q: 3 clusters Score -1014213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1014215.562500 Penalty: 4743.928711
	Iteration 84Q: 3 clusters Score -1014216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1014216.187500 Penalty: 4743.928711
	Iteration 85Q: 3 clusters Score -1014216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1014217.000000 Penalty: 4743.928711
	Iteration 86Q: 3 clusters Score -1014217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1014219.687500 Penalty: 4743.928711
	Iteration 87Q: 3 clusters Score -1014220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1014219.000000 Penalty: 4743.928711
	Iteration 88Q: 3 clusters Score -1014219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1014222.562500 Penalty: 4743.928711
	Iteration 89Q: 3 clusters Score -1014223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1014225.000000 Penalty: 4743.928711
	Iteration 90Q: 3 clusters Score -1014225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1014225.562500 Penalty: 4743.928711
	Iteration 91Q: 3 clusters Score -1014226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1014225.437500 Penalty: 4743.928711
	Iteration 92Q: 3 clusters Score -1014225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1014228.000000 Penalty: 4743.928711
	Iteration 93Q: 3 clusters Score -1014228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1014230.187500 Penalty: 4743.928711
	Iteration 94Q: 3 clusters Score -1014230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1014230.812500 Penalty: 4743.928711
	Iteration 95Q: 3 clusters Score -1014231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1014230.062500 Penalty: 4743.928711
	Iteration 96Q: 3 clusters Score -1014230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1014230.937500 Penalty: 4743.928711
	Iteration 97Q: 3 clusters Score -1014231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1014232.937500 Penalty: 4743.928711
	Iteration 98Q: 3 clusters Score -1014233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1014234.437500 Penalty: 4743.928711
	Iteration 99Q: 3 clusters Score -1014234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1014238.937500 Penalty: 4743.928711
	Iteration 100F: 3 clusters Score -1014239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1014241.812500 Penalty: 4743.928711
	Iteration 101Q: 3 clusters Score -1014242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1014241.937500 Penalty: 4743.928711
	Iteration 102Q: 3 clusters Score -1014242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1014244.125000 Penalty: 4743.928711
	Iteration 103Q: 3 clusters Score -1014244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1014246.937500 Penalty: 4743.928711
	Iteration 104Q: 3 clusters Score -1014247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1014253.437500 Penalty: 4743.928711
	Iteration 105Q: 3 clusters Score -1014253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1014256.812500 Penalty: 4743.928711
	Iteration 106Q: 3 clusters Score -1014257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1014258.437500 Penalty: 4743.928711
	Iteration 107Q: 3 clusters Score -1014258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1014261.500000 Penalty: 4743.928711
	Iteration 108Q: 3 clusters Score -1014262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1014262.250000 Penalty: 4743.928711
	Iteration 109Q: 3 clusters Score -1014262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1014264.187500 Penalty: 4743.928711
	Iteration 110Q: 3 clusters Score -1014264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1014264.250000 Penalty: 4743.928711
	Iteration 111Q: 3 clusters Score -1014264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1014265.437500 Penalty: 4743.928711
	Iteration 112Q: 3 clusters Score -1014265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1014264.250000 Penalty: 4743.928711
	Iteration 113Q: 3 clusters Score -1014264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1014266.250000 Penalty: 4743.928711
	Iteration 114Q: 3 clusters Score -1014266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1014269.500000 Penalty: 4743.928711
	Iteration 115Q: 3 clusters Score -1014270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1014271.125000 Penalty: 4743.928711
	Iteration 116Q: 3 clusters Score -1014271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1014274.687500 Penalty: 4743.928711
	Iteration 117Q: 3 clusters Score -1014275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1014276.000000 Penalty: 4743.928711
	Iteration 118Q: 3 clusters Score -1014276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1014279.937500 Penalty: 4743.928711
	Iteration 119Q: 3 clusters Score -1014280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1014280.187500 Penalty: 4743.928711
	Iteration 120F: 3 clusters Score -1014280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1014284.562500 Penalty: 4743.928711
	Iteration 121Q: 3 clusters Score -1014285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1014285.500000 Penalty: 4743.928711
	Iteration 122Q: 3 clusters Score -1014286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1014287.500000 Penalty: 4743.928711
	Iteration 123Q: 3 clusters Score -1014288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1014289.375000 Penalty: 4743.928711
	Iteration 124Q: 3 clusters Score -1014289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1014290.687500 Penalty: 4743.928711
	Iteration 125Q: 3 clusters Score -1014291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1014291.875000 Penalty: 4743.928711
	Iteration 126Q: 3 clusters Score -1014292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1014295.562500 Penalty: 4743.928711
	Iteration 127Q: 3 clusters Score -1014296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1014301.312500 Penalty: 4743.928711
	Iteration 128Q: 3 clusters Score -1014301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1014301.312500 Penalty: 4743.928711
	Iteration 129Q: 3 clusters Score -1014301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1014303.500000 Penalty: 4743.928711
	Iteration 130Q: 3 clusters Score -1014304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1014303.812500 Penalty: 4743.928711
	Iteration 131Q: 3 clusters Score -1014304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1014307.187500 Penalty: 4743.928711
	Iteration 132Q: 3 clusters Score -1014307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1014310.687500 Penalty: 4743.928711
	Iteration 133Q: 3 clusters Score -1014311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1014313.875000 Penalty: 4743.928711
	Iteration 134Q: 3 clusters Score -1014314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1014315.312500 Penalty: 4743.928711
	Iteration 135Q: 3 clusters Score -1014315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1014317.312500 Penalty: 4743.928711
	Iteration 136Q: 3 clusters Score -1014317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1014317.875000 Penalty: 4743.928711
	Iteration 137Q: 3 clusters Score -1014318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1014318.375000 Penalty: 4743.928711
	Iteration 138Q: 3 clusters Score -1014318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1014317.687500 Penalty: 4743.928711
	Iteration 139Q: 3 clusters Score -1014318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1014318.375000 Penalty: 4743.928711
	Iteration 140F: 3 clusters Score -1014318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1014321.375000 Penalty: 4743.928711
	Iteration 141Q: 3 clusters Score -1014321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1014322.500000 Penalty: 4743.928711
	Iteration 142Q: 3 clusters Score -1014322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1014325.875000 Penalty: 4743.928711
	Iteration 143Q: 3 clusters Score -1014326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1014326.500000 Penalty: 4743.928711
	Iteration 144Q: 3 clusters Score -1014326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1014327.312500 Penalty: 4743.928711
	Iteration 145Q: 3 clusters Score -1014327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1014329.062500 Penalty: 4743.928711
	Iteration 146Q: 3 clusters Score -1014329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1014329.812500 Penalty: 4743.928711
	Iteration 147Q: 3 clusters Score -1014330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1014331.125000 Penalty: 4743.928711
	Iteration 148Q: 3 clusters Score -1014331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1014333.875000 Penalty: 4743.928711
	Iteration 149Q: 3 clusters Score -1014334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1014333.125000 Penalty: 4743.928711
	Iteration 150Q: 3 clusters Score -1014333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1014334.812500 Penalty: 4743.928711
	Iteration 151Q: 3 clusters Score -1014335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1014334.125000 Penalty: 4743.928711
	Iteration 152Q: 3 clusters Score -1014334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1014335.812500 Penalty: 4743.928711
	Iteration 153Q: 3 clusters Score -1014336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1014340.000000 Penalty: 4743.928711
	Iteration 154Q: 3 clusters Score -1014340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1014340.625000 Penalty: 4743.928711
	Iteration 155Q: 3 clusters Score -1014341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1014342.875000 Penalty: 4743.928711
	Iteration 156Q: 3 clusters Score -1014343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1014342.875000 Penalty: 4743.928711
	Iteration 157F: 3 clusters Score -1014343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -295133.812500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -295133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -291365.468750 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -291365.5 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -292319.625000 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -292319.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -292665.375000 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -292665.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -292875.343750 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -292875.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -293052.781250 Penalty: 4096.434570
	Iteration 4F: 3 clusters Score -293052.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -293226.906250 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -293226.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -293376.312500 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -293376.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -293468.593750 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -293468.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -293550.562500 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -293550.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -293598.593750 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -293598.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293637.062500 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -293637.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -293690.125000 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -293690.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -293753.125000 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -293753.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -293827.343750 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -293827.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293886.531250 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -293886.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -293945.625000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -293945.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -293998.562500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -293998.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -294048.968750 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -294049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -294124.562500 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -294124.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -294187.625000 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -294187.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -294242.968750 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -294243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -294276.531250 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -294276.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -294308.031250 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -294308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -294336.031250 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -294336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -294344.625000 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -294344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -294350.937500 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -294350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294353.625000 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -294353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -294358.281250 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -294358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -294362.031250 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -294362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -294364.500000 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -294364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -294368.843750 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -294368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294373.750000 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -294373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294374.812500 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -294374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294374.812500 Penalty: 4096.434570
	Iteration 33F: 3 clusters Score -294374.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Entering Unmasked Estep 
Score: -1744278.500000 Penalty: 2435.655762
	Iteration 0F: 2 clusters Score -1744278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1731332.000000 Penalty: 4871.311523
	Iteration 0F: 3 clusters Score -1731332 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1735942.750000 Penalty: 4871.311523
	Iteration 1F: 3 clusters Score -1735943 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1736526.625000 Penalty: 4871.311523
	Iteration 2F: 3 clusters Score -1736527 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1737062.875000 Penalty: 4871.311523
	Iteration 3F: 3 clusters Score -1737063 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1737554.625000 Penalty: 4871.311523
	Iteration 4Q: 3 clusters Score -1737555 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1738111.875000 Penalty: 4871.311523
	Iteration 5F: 3 clusters Score -1738112 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1738609.125000 Penalty: 4871.311523
	Iteration 6Q: 3 clusters Score -1738609 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1739024.000000 Penalty: 4871.311523
	Iteration 7Q: 3 clusters Score -1739024 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1739409.250000 Penalty: 4871.311523
	Iteration 8Q: 3 clusters Score -1739409 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1739749.625000 Penalty: 4871.311523
	Iteration 9Q: 3 clusters Score -1739750 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1740056.250000 Penalty: 4871.311523
	Iteration 10Q: 3 clusters Score -1740056 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1740309.250000 Penalty: 4871.311523
	Iteration 11Q: 3 clusters Score -1740309 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1740551.125000 Penalty: 4871.311523
	Iteration 12Q: 3 clusters Score -1740551 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1740767.375000 Penalty: 4871.311523
	Iteration 13Q: 3 clusters Score -1740767 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1740992.125000 Penalty: 4871.311523
	Iteration 14Q: 3 clusters Score -1740992 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1741226.625000 Penalty: 4871.311523
	Iteration 15Q: 3 clusters Score -1741227 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1741476.875000 Penalty: 4871.311523
	Iteration 16Q: 3 clusters Score -1741477 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1741756.500000 Penalty: 4871.311523
	Iteration 17Q: 3 clusters Score -1741756 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1742029.625000 Penalty: 4871.311523
	Iteration 18Q: 3 clusters Score -1742030 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1742259.750000 Penalty: 4871.311523
	Iteration 19Q: 3 clusters Score -1742260 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1742471.375000 Penalty: 4871.311523
	Iteration 20F: 3 clusters Score -1742471 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1742654.375000 Penalty: 4871.311523
	Iteration 21Q: 3 clusters Score -1742654 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1742788.125000 Penalty: 4871.311523
	Iteration 22Q: 3 clusters Score -1742788 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1742913.625000 Penalty: 4871.311523
	Iteration 23Q: 3 clusters Score -1742914 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1742996.375000 Penalty: 4871.311523
	Iteration 24Q: 3 clusters Score -1742996 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1743050.000000 Penalty: 4871.311523
	Iteration 25Q: 3 clusters Score -1743050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1743075.750000 Penalty: 4871.311523
	Iteration 26Q: 3 clusters Score -1743076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1743098.625000 Penalty: 4871.311523
	Iteration 27Q: 3 clusters Score -1743099 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1743116.750000 Penalty: 4871.311523
	Iteration 28Q: 3 clusters Score -1743117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1743124.000000 Penalty: 4871.311523
	Iteration 29Q: 3 clusters Score -1743124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1743136.875000 Penalty: 4871.311523
	Iteration 30Q: 3 clusters Score -1743137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1743144.250000 Penalty: 4871.311523
	Iteration 31Q: 3 clusters Score -1743144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1743149.875000 Penalty: 4871.311523
	Iteration 32Q: 3 clusters Score -1743150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1743151.750000 Penalty: 4871.311523
	Iteration 33Q: 3 clusters Score -1743152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1743156.375000 Penalty: 4871.311523
	Iteration 34Q: 3 clusters Score -1743156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1743155.250000 Penalty: 4871.311523
	Iteration 35Q: 3 clusters Score -1743155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1743158.375000 Penalty: 4871.311523
	Iteration 36Q: 3 clusters Score -1743158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1743158.375000 Penalty: 4871.311523
	Iteration 37Q: 3 clusters Score -1743158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1743164.750000 Penalty: 4871.311523
	Iteration 38Q: 3 clusters Score -1743165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1743167.250000 Penalty: 4871.311523
	Iteration 39Q: 3 clusters Score -1743167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1743167.625000 Penalty: 4871.311523
	Iteration 40F: 3 clusters Score -1743168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1743169.000000 Penalty: 4871.311523
	Iteration 41Q: 3 clusters Score -1743169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1743171.000000 Penalty: 4871.311523
	Iteration 42Q: 3 clusters Score -1743171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1743171.125000 Penalty: 4871.311523
	Iteration 43Q: 3 clusters Score -1743171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1743170.250000 Penalty: 4871.311523
	Iteration 44Q: 3 clusters Score -1743170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1743169.000000 Penalty: 4871.311523
	Iteration 45Q: 3 clusters Score -1743169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1743168.125000 Penalty: 4871.311523
	Iteration 46Q: 3 clusters Score -1743168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1743172.500000 Penalty: 4871.311523
	Iteration 47Q: 3 clusters Score -1743172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1743168.750000 Penalty: 4871.311523
	Iteration 48Q: 3 clusters Score -1743169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1743172.000000 Penalty: 4871.311523
	Iteration 49Q: 3 clusters Score -1743172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1743173.750000 Penalty: 4871.311523
	Iteration 50Q: 3 clusters Score -1743174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1743173.750000 Penalty: 4871.311523
	Iteration 51F: 3 clusters Score -1743174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -266276.000000 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -266276 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 2099 members 
Entering Unmasked Estep 
Score: -262266.750000 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -262266.8 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -263448.531250 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -263448.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -263895.812500 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -263895.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -264216.125000 Penalty: 4146.479492
	Iteration 3F: 3 clusters Score -264216.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -264495.343750 Penalty: 4146.479492
	Iteration 4F: 3 clusters Score -264495.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -264742.125000 Penalty: 4146.479492
	Iteration 5F: 3 clusters Score -264742.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -264908.500000 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -264908.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -265021.656250 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -265021.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -265143.281250 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -265143.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -265226.343750 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -265226.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -265271.343750 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -265271.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -265305.000000 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -265305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -265329.968750 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -265330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -265351.375000 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -265351.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -265367.468750 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -265367.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -265378.375000 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -265378.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -265386.625000 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -265386.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -265395.312500 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -265395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -265402.562500 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -265402.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -265409.156250 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -265409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -265415.281250 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -265415.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -265419.312500 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -265419.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -265422.656250 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -265422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -265426.093750 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -265426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -265428.187500 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -265428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -265430.437500 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -265430.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -265437.406250 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -265437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -265441.375000 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -265441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -265443.781250 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -265443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -265447.468750 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -265447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -265450.562500 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -265450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -265451.031250 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -265451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -265451.687500 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -265451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -265453.593750 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -265453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -265453.937500 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -265453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -265453.875000 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -265453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -265454.281250 Penalty: 4146.479492
	Iteration 36Q: 3 clusters Score -265454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -265454.375000 Penalty: 4146.479492
	Iteration 37Q: 3 clusters Score -265454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -265454.375000 Penalty: 4146.479492
	Iteration 38F: 3 clusters Score -265454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -160522.125000 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -160522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -158027.875000 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -158027.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -158667.109375 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -158667.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158954.546875 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -158954.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159258.546875 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -159258.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159565.296875 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -159565.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -159761.734375 Penalty: 3730.304932
	Iteration 5F: 3 clusters Score -159761.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -159894.890625 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -159894.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159995.937500 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -159995.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -160047.468750 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -160047.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -160080.734375 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -160080.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -160111.828125 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -160111.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -160132.000000 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -160132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160147.453125 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -160147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -160155.937500 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -160155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -160166.312500 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -160166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -160182.296875 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -160182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160186.359375 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -160186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -160192.343750 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -160192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -160196.125000 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -160196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160198.765625 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -160198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -160203.203125 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -160203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -160205.093750 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -160205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -160209.703125 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -160209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160213.156250 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -160213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -160214.359375 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -160214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -160215.375000 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -160215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160215.359375 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -160215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160215.359375 Penalty: 3730.304932
	Iteration 27F: 3 clusters Score -160215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (74267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Entering Unmasked Estep 
Score: -7850510.500000 Penalty: 2781.424561
	Iteration 0F: 2 clusters Score -7850510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -7802042.500000 Penalty: 5562.849121
	Iteration 0F: 3 clusters Score -7802042 nChanged 34827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7821842.000000 Penalty: 5562.849121
	Iteration 1F: 3 clusters Score -7821842 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -7822392.500000 Penalty: 5562.849121
	Iteration 2Q: 3 clusters Score -7822392 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7822988.000000 Penalty: 5562.849121
	Iteration 3Q: 3 clusters Score -7822988 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -7823572.500000 Penalty: 5562.849121
	Iteration 4Q: 3 clusters Score -7823572 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7824224.000000 Penalty: 5562.849121
	Iteration 5Q: 3 clusters Score -7824224 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7825004.500000 Penalty: 5562.849121
	Iteration 6Q: 3 clusters Score -7825004 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -7826008.000000 Penalty: 5562.849121
	Iteration 7Q: 3 clusters Score -7826008 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -7827403.000000 Penalty: 5562.849121
	Iteration 8Q: 3 clusters Score -7827403 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -7829352.000000 Penalty: 5562.849121
	Iteration 9F: 3 clusters Score -7829352 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7831965.000000 Penalty: 5562.849121
	Iteration 10F: 3 clusters Score -7831965 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -7835144.500000 Penalty: 5562.849121
	Iteration 11F: 3 clusters Score -7835144 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -7838529.000000 Penalty: 5562.849121
	Iteration 12F: 3 clusters Score -7838529 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -7841855.500000 Penalty: 5562.849121
	Iteration 13F: 3 clusters Score -7841856 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -7844384.000000 Penalty: 5562.849121
	Iteration 14Q: 3 clusters Score -7844384 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -7846145.000000 Penalty: 5562.849121
	Iteration 15Q: 3 clusters Score -7846145 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -7847057.500000 Penalty: 5562.849121
	Iteration 16Q: 3 clusters Score -7847058 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -7847549.000000 Penalty: 5562.849121
	Iteration 17Q: 3 clusters Score -7847549 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -7847799.500000 Penalty: 5562.849121
	Iteration 18Q: 3 clusters Score -7847800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -7847915.500000 Penalty: 5562.849121
	Iteration 19Q: 3 clusters Score -7847916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -7847991.000000 Penalty: 5562.849121
	Iteration 20F: 3 clusters Score -7847991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -7848026.000000 Penalty: 5562.849121
	Iteration 21Q: 3 clusters Score -7848026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -7848054.000000 Penalty: 5562.849121
	Iteration 22Q: 3 clusters Score -7848054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -7848078.500000 Penalty: 5562.849121
	Iteration 23Q: 3 clusters Score -7848078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -7848078.500000 Penalty: 5562.849121
	Iteration 24Q: 3 clusters Score -7848078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -7848109.000000 Penalty: 5562.849121
	Iteration 25Q: 3 clusters Score -7848109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -7848123.500000 Penalty: 5562.849121
	Iteration 26Q: 3 clusters Score -7848124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -7848140.500000 Penalty: 5562.849121
	Iteration 27Q: 3 clusters Score -7848140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -7848147.000000 Penalty: 5562.849121
	Iteration 28Q: 3 clusters Score -7848147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -7848156.000000 Penalty: 5562.849121
	Iteration 29Q: 3 clusters Score -7848156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -7848150.000000 Penalty: 5562.849121
	Iteration 30Q: 3 clusters Score -7848150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -7848154.500000 Penalty: 5562.849121
	Iteration 31Q: 3 clusters Score -7848154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -7848154.500000 Penalty: 5562.849121
	Iteration 32F: 3 clusters Score -7848154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -556063.625000 Penalty: 2151.835938
	Iteration 0F: 2 clusters Score -556063.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -550933.062500 Penalty: 4303.671875
	Iteration 0F: 3 clusters Score -550933.1 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -552187.562500 Penalty: 4303.671875
	Iteration 1F: 3 clusters Score -552187.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -552501.062500 Penalty: 4303.671875
	Iteration 2F: 3 clusters Score -552501.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -552747.250000 Penalty: 4303.671875
	Iteration 3F: 3 clusters Score -552747.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -552979.187500 Penalty: 4303.671875
	Iteration 4F: 3 clusters Score -552979.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -553208.000000 Penalty: 4303.671875
	Iteration 5Q: 3 clusters Score -553208 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -553481.625000 Penalty: 4303.671875
	Iteration 6Q: 3 clusters Score -553481.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -553775.562500 Penalty: 4303.671875
	Iteration 7F: 3 clusters Score -553775.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -554033.062500 Penalty: 4303.671875
	Iteration 8F: 3 clusters Score -554033.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -554270.687500 Penalty: 4303.671875
	Iteration 9Q: 3 clusters Score -554270.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -554448.187500 Penalty: 4303.671875
	Iteration 10Q: 3 clusters Score -554448.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -554564.937500 Penalty: 4303.671875
	Iteration 11Q: 3 clusters Score -554564.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -554648.500000 Penalty: 4303.671875
	Iteration 12Q: 3 clusters Score -554648.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -554695.062500 Penalty: 4303.671875
	Iteration 13Q: 3 clusters Score -554695.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -554726.375000 Penalty: 4303.671875
	Iteration 14Q: 3 clusters Score -554726.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -554747.375000 Penalty: 4303.671875
	Iteration 15Q: 3 clusters Score -554747.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -554761.187500 Penalty: 4303.671875
	Iteration 16Q: 3 clusters Score -554761.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -554777.500000 Penalty: 4303.671875
	Iteration 17Q: 3 clusters Score -554777.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -554793.875000 Penalty: 4303.671875
	Iteration 18Q: 3 clusters Score -554793.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -554807.312500 Penalty: 4303.671875
	Iteration 19Q: 3 clusters Score -554807.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -554817.937500 Penalty: 4303.671875
	Iteration 20F: 3 clusters Score -554817.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -554828.375000 Penalty: 4303.671875
	Iteration 21Q: 3 clusters Score -554828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -554837.250000 Penalty: 4303.671875
	Iteration 22Q: 3 clusters Score -554837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -554845.687500 Penalty: 4303.671875
	Iteration 23Q: 3 clusters Score -554845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -554849.375000 Penalty: 4303.671875
	Iteration 24Q: 3 clusters Score -554849.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -554852.187500 Penalty: 4303.671875
	Iteration 25Q: 3 clusters Score -554852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -554854.875000 Penalty: 4303.671875
	Iteration 26Q: 3 clusters Score -554854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -554854.937500 Penalty: 4303.671875
	Iteration 27Q: 3 clusters Score -554854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -554854.250000 Penalty: 4303.671875
	Iteration 28Q: 3 clusters Score -554854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -554854.250000 Penalty: 4303.671875
	Iteration 29F: 3 clusters Score -554854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -206927.187500 Penalty: 1958.897949
	Iteration 0F: 2 clusters Score -206927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -203892.109375 Penalty: 3917.795898
	Iteration 0F: 3 clusters Score -203892.1 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -204529.890625 Penalty: 3917.795898
	Iteration 1F: 3 clusters Score -204529.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -204669.156250 Penalty: 3917.795898
	Iteration 2F: 3 clusters Score -204669.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -204759.312500 Penalty: 3917.795898
	Iteration 3Q: 3 clusters Score -204759.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -204827.968750 Penalty: 3917.795898
	Iteration 4Q: 3 clusters Score -204828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -204886.437500 Penalty: 3917.795898
	Iteration 5Q: 3 clusters Score -204886.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -204924.156250 Penalty: 3917.795898
	Iteration 6Q: 3 clusters Score -204924.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -204946.468750 Penalty: 3917.795898
	Iteration 7Q: 3 clusters Score -204946.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -204960.218750 Penalty: 3917.795898
	Iteration 8Q: 3 clusters Score -204960.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -204970.453125 Penalty: 3917.795898
	Iteration 9Q: 3 clusters Score -204970.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -204978.843750 Penalty: 3917.795898
	Iteration 10Q: 3 clusters Score -204978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -204988.250000 Penalty: 3917.795898
	Iteration 11Q: 3 clusters Score -204988.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -204997.281250 Penalty: 3917.795898
	Iteration 12Q: 3 clusters Score -204997.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -205004.812500 Penalty: 3917.795898
	Iteration 13Q: 3 clusters Score -205004.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -205011.718750 Penalty: 3917.795898
	Iteration 14Q: 3 clusters Score -205011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -205021.531250 Penalty: 3917.795898
	Iteration 15Q: 3 clusters Score -205021.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -205028.984375 Penalty: 3917.795898
	Iteration 16Q: 3 clusters Score -205029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -205034.921875 Penalty: 3917.795898
	Iteration 17Q: 3 clusters Score -205034.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -205044.875000 Penalty: 3917.795898
	Iteration 18Q: 3 clusters Score -205044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -205053.140625 Penalty: 3917.795898
	Iteration 19Q: 3 clusters Score -205053.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -205060.921875 Penalty: 3917.795898
	Iteration 20F: 3 clusters Score -205060.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -205068.718750 Penalty: 3917.795898
	Iteration 21Q: 3 clusters Score -205068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -205076.031250 Penalty: 3917.795898
	Iteration 22Q: 3 clusters Score -205076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -205085.484375 Penalty: 3917.795898
	Iteration 23Q: 3 clusters Score -205085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -205091.843750 Penalty: 3917.795898
	Iteration 24Q: 3 clusters Score -205091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -205098.593750 Penalty: 3917.795898
	Iteration 25Q: 3 clusters Score -205098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -205104.031250 Penalty: 3917.795898
	Iteration 26Q: 3 clusters Score -205104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -205111.546875 Penalty: 3917.795898
	Iteration 27Q: 3 clusters Score -205111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -205118.109375 Penalty: 3917.795898
	Iteration 28Q: 3 clusters Score -205118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -205124.093750 Penalty: 3917.795898
	Iteration 29Q: 3 clusters Score -205124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -205132.015625 Penalty: 3917.795898
	Iteration 30Q: 3 clusters Score -205132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -205138.750000 Penalty: 3917.795898
	Iteration 31Q: 3 clusters Score -205138.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -205147.281250 Penalty: 3917.795898
	Iteration 32Q: 3 clusters Score -205147.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -205154.421875 Penalty: 3917.795898
	Iteration 33Q: 3 clusters Score -205154.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -205168.609375 Penalty: 3917.795898
	Iteration 34Q: 3 clusters Score -205168.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -205187.921875 Penalty: 3917.795898
	Iteration 35Q: 3 clusters Score -205187.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -205209.937500 Penalty: 3917.795898
	Iteration 36Q: 3 clusters Score -205209.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -205234.625000 Penalty: 3917.795898
	Iteration 37Q: 3 clusters Score -205234.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -205256.125000 Penalty: 3917.795898
	Iteration 38Q: 3 clusters Score -205256.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -205275.843750 Penalty: 3917.795898
	Iteration 39Q: 3 clusters Score -205275.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -205295.093750 Penalty: 3917.795898
	Iteration 40F: 3 clusters Score -205295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -205314.312500 Penalty: 3917.795898
	Iteration 41Q: 3 clusters Score -205314.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -205336.093750 Penalty: 3917.795898
	Iteration 42Q: 3 clusters Score -205336.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -205355.468750 Penalty: 3917.795898
	Iteration 43Q: 3 clusters Score -205355.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -205364.687500 Penalty: 3917.795898
	Iteration 44Q: 3 clusters Score -205364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -205372.218750 Penalty: 3917.795898
	Iteration 45Q: 3 clusters Score -205372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -205376.796875 Penalty: 3917.795898
	Iteration 46Q: 3 clusters Score -205376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205381.000000 Penalty: 3917.795898
	Iteration 47Q: 3 clusters Score -205381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -205386.281250 Penalty: 3917.795898
	Iteration 48Q: 3 clusters Score -205386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205392.171875 Penalty: 3917.795898
	Iteration 49Q: 3 clusters Score -205392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -205397.078125 Penalty: 3917.795898
	Iteration 50Q: 3 clusters Score -205397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205402.781250 Penalty: 3917.795898
	Iteration 51Q: 3 clusters Score -205402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -205406.218750 Penalty: 3917.795898
	Iteration 52Q: 3 clusters Score -205406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205408.343750 Penalty: 3917.795898
	Iteration 53Q: 3 clusters Score -205408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -205409.687500 Penalty: 3917.795898
	Iteration 54Q: 3 clusters Score -205409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -205410.187500 Penalty: 3917.795898
	Iteration 55Q: 3 clusters Score -205410.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205412.468750 Penalty: 3917.795898
	Iteration 56Q: 3 clusters Score -205412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -205413.562500 Penalty: 3917.795898
	Iteration 57Q: 3 clusters Score -205413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -205417.187500 Penalty: 3917.795898
	Iteration 58Q: 3 clusters Score -205417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -205419.000000 Penalty: 3917.795898
	Iteration 59Q: 3 clusters Score -205419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -205420.656250 Penalty: 3917.795898
	Iteration 60F: 3 clusters Score -205420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -205422.406250 Penalty: 3917.795898
	Iteration 61Q: 3 clusters Score -205422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -205425.218750 Penalty: 3917.795898
	Iteration 62Q: 3 clusters Score -205425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -205427.453125 Penalty: 3917.795898
	Iteration 63Q: 3 clusters Score -205427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -205428.453125 Penalty: 3917.795898
	Iteration 64Q: 3 clusters Score -205428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -205428.531250 Penalty: 3917.795898
	Iteration 65Q: 3 clusters Score -205428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -205428.531250 Penalty: 3917.795898
	Iteration 66F: 3 clusters Score -205428.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Entering Unmasked Estep 
Score: -1111962.250000 Penalty: 2329.380127
	Iteration 0F: 2 clusters Score -1111962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1103047.625000 Penalty: 4658.760254
	Iteration 0F: 3 clusters Score -1103048 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1105923.375000 Penalty: 4658.760254
	Iteration 1F: 3 clusters Score -1105923 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1106405.750000 Penalty: 4658.760254
	Iteration 2F: 3 clusters Score -1106406 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1106841.250000 Penalty: 4658.760254
	Iteration 3F: 3 clusters Score -1106841 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1107251.000000 Penalty: 4658.760254
	Iteration 4F: 3 clusters Score -1107251 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1107659.125000 Penalty: 4658.760254
	Iteration 5F: 3 clusters Score -1107659 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1108117.000000 Penalty: 4658.760254
	Iteration 6F: 3 clusters Score -1108117 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1108636.875000 Penalty: 4658.760254
	Iteration 7F: 3 clusters Score -1108637 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1109163.750000 Penalty: 4658.760254
	Iteration 8Q: 3 clusters Score -1109164 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1109722.375000 Penalty: 4658.760254
	Iteration 9Q: 3 clusters Score -1109722 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1110225.250000 Penalty: 4658.760254
	Iteration 10Q: 3 clusters Score -1110225 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1110640.000000 Penalty: 4658.760254
	Iteration 11Q: 3 clusters Score -1110640 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1110951.250000 Penalty: 4658.760254
	Iteration 12Q: 3 clusters Score -1110951 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1111119.375000 Penalty: 4658.760254
	Iteration 13Q: 3 clusters Score -1111119 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1111208.875000 Penalty: 4658.760254
	Iteration 14Q: 3 clusters Score -1111209 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1111253.750000 Penalty: 4658.760254
	Iteration 15Q: 3 clusters Score -1111254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1111277.125000 Penalty: 4658.760254
	Iteration 16Q: 3 clusters Score -1111277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1111295.375000 Penalty: 4658.760254
	Iteration 17Q: 3 clusters Score -1111295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1111305.875000 Penalty: 4658.760254
	Iteration 18Q: 3 clusters Score -1111306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1111314.750000 Penalty: 4658.760254
	Iteration 19Q: 3 clusters Score -1111315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1111320.500000 Penalty: 4658.760254
	Iteration 20F: 3 clusters Score -1111320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1111325.125000 Penalty: 4658.760254
	Iteration 21Q: 3 clusters Score -1111325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1111331.375000 Penalty: 4658.760254
	Iteration 22Q: 3 clusters Score -1111331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1111340.375000 Penalty: 4658.760254
	Iteration 23Q: 3 clusters Score -1111340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1111340.875000 Penalty: 4658.760254
	Iteration 24Q: 3 clusters Score -1111341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1111349.875000 Penalty: 4658.760254
	Iteration 25Q: 3 clusters Score -1111350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1111353.875000 Penalty: 4658.760254
	Iteration 26Q: 3 clusters Score -1111354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1111363.000000 Penalty: 4658.760254
	Iteration 27Q: 3 clusters Score -1111363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1111370.500000 Penalty: 4658.760254
	Iteration 28Q: 3 clusters Score -1111370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1111382.500000 Penalty: 4658.760254
	Iteration 29Q: 3 clusters Score -1111382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1111390.625000 Penalty: 4658.760254
	Iteration 30Q: 3 clusters Score -1111391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1111394.125000 Penalty: 4658.760254
	Iteration 31Q: 3 clusters Score -1111394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1111403.500000 Penalty: 4658.760254
	Iteration 32Q: 3 clusters Score -1111404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1111407.875000 Penalty: 4658.760254
	Iteration 33Q: 3 clusters Score -1111408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1111419.625000 Penalty: 4658.760254
	Iteration 34Q: 3 clusters Score -1111420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1111424.875000 Penalty: 4658.760254
	Iteration 35Q: 3 clusters Score -1111425 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1111432.500000 Penalty: 4658.760254
	Iteration 36Q: 3 clusters Score -1111432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1111443.625000 Penalty: 4658.760254
	Iteration 37Q: 3 clusters Score -1111444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1111450.375000 Penalty: 4658.760254
	Iteration 38Q: 3 clusters Score -1111450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1111452.625000 Penalty: 4658.760254
	Iteration 39Q: 3 clusters Score -1111453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1111459.500000 Penalty: 4658.760254
	Iteration 40F: 3 clusters Score -1111460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1111460.375000 Penalty: 4658.760254
	Iteration 41Q: 3 clusters Score -1111460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1111467.500000 Penalty: 4658.760254
	Iteration 42Q: 3 clusters Score -1111468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1111469.750000 Penalty: 4658.760254
	Iteration 43Q: 3 clusters Score -1111470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1111471.375000 Penalty: 4658.760254
	Iteration 44Q: 3 clusters Score -1111471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1111472.375000 Penalty: 4658.760254
	Iteration 45Q: 3 clusters Score -1111472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1111470.125000 Penalty: 4658.760254
	Iteration 46Q: 3 clusters Score -1111470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1111472.875000 Penalty: 4658.760254
	Iteration 47Q: 3 clusters Score -1111473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1111472.125000 Penalty: 4658.760254
	Iteration 48Q: 3 clusters Score -1111472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1111476.625000 Penalty: 4658.760254
	Iteration 49Q: 3 clusters Score -1111477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1111475.500000 Penalty: 4658.760254
	Iteration 50Q: 3 clusters Score -1111476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1111478.250000 Penalty: 4658.760254
	Iteration 51Q: 3 clusters Score -1111478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1111483.125000 Penalty: 4658.760254
	Iteration 52Q: 3 clusters Score -1111483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1111484.750000 Penalty: 4658.760254
	Iteration 53Q: 3 clusters Score -1111485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1111486.750000 Penalty: 4658.760254
	Iteration 54Q: 3 clusters Score -1111487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1111492.375000 Penalty: 4658.760254
	Iteration 55Q: 3 clusters Score -1111492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1111492.625000 Penalty: 4658.760254
	Iteration 56Q: 3 clusters Score -1111493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1111496.375000 Penalty: 4658.760254
	Iteration 57Q: 3 clusters Score -1111496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1111499.875000 Penalty: 4658.760254
	Iteration 58Q: 3 clusters Score -1111500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1111501.500000 Penalty: 4658.760254
	Iteration 59Q: 3 clusters Score -1111502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1111502.250000 Penalty: 4658.760254
	Iteration 60F: 3 clusters Score -1111502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1111504.500000 Penalty: 4658.760254
	Iteration 61Q: 3 clusters Score -1111504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1111509.250000 Penalty: 4658.760254
	Iteration 62Q: 3 clusters Score -1111509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1111512.625000 Penalty: 4658.760254
	Iteration 63Q: 3 clusters Score -1111513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1111516.750000 Penalty: 4658.760254
	Iteration 64Q: 3 clusters Score -1111517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1111515.250000 Penalty: 4658.760254
	Iteration 65Q: 3 clusters Score -1111515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1111518.500000 Penalty: 4658.760254
	Iteration 66Q: 3 clusters Score -1111518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1111518.875000 Penalty: 4658.760254
	Iteration 67Q: 3 clusters Score -1111519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1111520.125000 Penalty: 4658.760254
	Iteration 68Q: 3 clusters Score -1111520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1111520.375000 Penalty: 4658.760254
	Iteration 69Q: 3 clusters Score -1111520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1111521.500000 Penalty: 4658.760254
	Iteration 70Q: 3 clusters Score -1111522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1111524.625000 Penalty: 4658.760254
	Iteration 71Q: 3 clusters Score -1111525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1111524.625000 Penalty: 4658.760254
	Iteration 72Q: 3 clusters Score -1111525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1111521.375000 Penalty: 4658.760254
	Iteration 73Q: 3 clusters Score -1111521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1111520.250000 Penalty: 4658.760254
	Iteration 74Q: 3 clusters Score -1111520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1111521.875000 Penalty: 4658.760254
	Iteration 75Q: 3 clusters Score -1111522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1111522.125000 Penalty: 4658.760254
	Iteration 76Q: 3 clusters Score -1111522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1111521.000000 Penalty: 4658.760254
	Iteration 77Q: 3 clusters Score -1111521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1111521.000000 Penalty: 4658.760254
	Iteration 78F: 3 clusters Score -1111521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -128534.515625 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -128534.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -126090.093750 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -126090.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -126633.804688 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -126633.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -126918.046875 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -126918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -127187.437500 Penalty: 3704.948486
	Iteration 3F: 3 clusters Score -127187.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -127423.015625 Penalty: 3704.948486
	Iteration 4F: 3 clusters Score -127423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -127607.000000 Penalty: 3704.948486
	Iteration 5F: 3 clusters Score -127607 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -127733.335938 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -127733.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -127826.976562 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -127827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -127880.632812 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -127880.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127914.023438 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -127914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -127932.625000 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -127932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -127938.953125 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -127939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -127943.156250 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -127943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -127948.007812 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -127948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -127948.007812 Penalty: 3704.948486
	Iteration 14F: 3 clusters Score -127948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (120749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120749 members 
Entering Unmasked Estep 
Score: -9783869.000000 Penalty: 2901.964355
	Iteration 0F: 2 clusters Score -9783869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -9703038.000000 Penalty: 5803.928711
	Iteration 0F: 3 clusters Score -9703038 nChanged 57319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -9735684.000000 Penalty: 5803.928711
	Iteration 1F: 3 clusters Score -9735684 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -9736513.000000 Penalty: 5803.928711
	Iteration 2Q: 3 clusters Score -9736513 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -9737629.000000 Penalty: 5803.928711
	Iteration 3Q: 3 clusters Score -9737629 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -9739255.000000 Penalty: 5803.928711
	Iteration 4Q: 3 clusters Score -9739255 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -9741987.000000 Penalty: 5803.928711
	Iteration 5Q: 3 clusters Score -9741987 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -9746946.000000 Penalty: 5803.928711
	Iteration 6F: 3 clusters Score -9746946 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -9755019.000000 Penalty: 5803.928711
	Iteration 7F: 3 clusters Score -9755019 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -9765560.000000 Penalty: 5803.928711
	Iteration 8F: 3 clusters Score -9765560 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -9774568.000000 Penalty: 5803.928711
	Iteration 9F: 3 clusters Score -9774568 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118381 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9779068.000000 Penalty: 5803.928711
	Iteration 10Q: 3 clusters Score -9779068 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120016 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9780639.000000 Penalty: 5803.928711
	Iteration 11Q: 3 clusters Score -9780639 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120424 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9781074.000000 Penalty: 5803.928711
	Iteration 12Q: 3 clusters Score -9781074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9781223.000000 Penalty: 5803.928711
	Iteration 13Q: 3 clusters Score -9781223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120538 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9781275.000000 Penalty: 5803.928711
	Iteration 14Q: 3 clusters Score -9781275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9781295.000000 Penalty: 5803.928711
	Iteration 15Q: 3 clusters Score -9781295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9781321.000000 Penalty: 5803.928711
	Iteration 16Q: 3 clusters Score -9781321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9781331.000000 Penalty: 5803.928711
	Iteration 17Q: 3 clusters Score -9781331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9781331.000000 Penalty: 5803.928711
	Iteration 18Q: 3 clusters Score -9781331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9781340.000000 Penalty: 5803.928711
	Iteration 19Q: 3 clusters Score -9781340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9781350.000000 Penalty: 5803.928711
	Iteration 20F: 3 clusters Score -9781350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (128656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Entering Unmasked Estep 
Score: -10359190.000000 Penalty: 2917.694580
	Iteration 0F: 2 clusters Score -1.035919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -10273085.000000 Penalty: 5835.389160
	Iteration 0F: 3 clusters Score -1.027308e+07 nChanged 61265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -10308213.000000 Penalty: 5835.389160
	Iteration 1F: 3 clusters Score -1.030821e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -10309214.000000 Penalty: 5835.389160
	Iteration 2Q: 3 clusters Score -1.030921e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 67638 members 
Entering Unmasked Estep 
Score: -10310416.000000 Penalty: 5835.389160
	Iteration 3Q: 3 clusters Score -1.031042e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -10311707.000000 Penalty: 5835.389160
	Iteration 4Q: 3 clusters Score -1.031171e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -10313356.000000 Penalty: 5835.389160
	Iteration 5Q: 3 clusters Score -1.031336e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -10315931.000000 Penalty: 5835.389160
	Iteration 6Q: 3 clusters Score -1.031593e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -10319418.000000 Penalty: 5835.389160
	Iteration 7F: 3 clusters Score -1.031942e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -10324671.000000 Penalty: 5835.389160
	Iteration 8F: 3 clusters Score -1.032467e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -10331547.000000 Penalty: 5835.389160
	Iteration 9F: 3 clusters Score -1.033155e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -10339029.000000 Penalty: 5835.389160
	Iteration 10F: 3 clusters Score -1.033903e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -10345874.000000 Penalty: 5835.389160
	Iteration 11F: 3 clusters Score -1.034587e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -10350850.000000 Penalty: 5835.389160
	Iteration 12Q: 3 clusters Score -1.035085e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -10353828.000000 Penalty: 5835.389160
	Iteration 13Q: 3 clusters Score -1.035383e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -10355414.000000 Penalty: 5835.389160
	Iteration 14Q: 3 clusters Score -1.035541e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -10356069.000000 Penalty: 5835.389160
	Iteration 15Q: 3 clusters Score -1.035607e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -10356428.000000 Penalty: 5835.389160
	Iteration 16Q: 3 clusters Score -1.035643e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -10356577.000000 Penalty: 5835.389160
	Iteration 17Q: 3 clusters Score -1.035658e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 127507 members 
Entering Unmasked Estep 
Score: -10356698.000000 Penalty: 5835.389160
	Iteration 18Q: 3 clusters Score -1.03567e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 127580 members 
Entering Unmasked Estep 
Score: -10356776.000000 Penalty: 5835.389160
	Iteration 19Q: 3 clusters Score -1.035678e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 127635 members 
Entering Unmasked Estep 
Score: -10356830.000000 Penalty: 5835.389160
	Iteration 20F: 3 clusters Score -1.035683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 127667 members 
Entering Unmasked Estep 
Score: -10356857.000000 Penalty: 5835.389160
	Iteration 21Q: 3 clusters Score -1.035686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 127683 members 
Entering Unmasked Estep 
Score: -10356899.000000 Penalty: 5835.389160
	Iteration 22Q: 3 clusters Score -1.03569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -10356944.000000 Penalty: 5835.389160
	Iteration 23Q: 3 clusters Score -1.035694e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -10356964.000000 Penalty: 5835.389160
	Iteration 24Q: 3 clusters Score -1.035696e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -10356985.000000 Penalty: 5835.389160
	Iteration 25Q: 3 clusters Score -1.035698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -10357002.000000 Penalty: 5835.389160
	Iteration 26Q: 3 clusters Score -1.0357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -10357025.000000 Penalty: 5835.389160
	Iteration 27Q: 3 clusters Score -1.035702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 127740 members 
Entering Unmasked Estep 
Score: -10357032.000000 Penalty: 5835.389160
	Iteration 28Q: 3 clusters Score -1.035703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 127746 members 
Entering Unmasked Estep 
Score: -10357044.000000 Penalty: 5835.389160
	Iteration 29Q: 3 clusters Score -1.035704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 127745 members 
Entering Unmasked Estep 
Score: -10357050.000000 Penalty: 5835.389160
	Iteration 30Q: 3 clusters Score -1.035705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -10357073.000000 Penalty: 5835.389160
	Iteration 31Q: 3 clusters Score -1.035707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 127768 members 
Entering Unmasked Estep 
Score: -10357094.000000 Penalty: 5835.389160
	Iteration 32Q: 3 clusters Score -1.035709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 127774 members 
Entering Unmasked Estep 
Score: -10357116.000000 Penalty: 5835.389160
	Iteration 33Q: 3 clusters Score -1.035712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -10357120.000000 Penalty: 5835.389160
	Iteration 34Q: 3 clusters Score -1.035712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -10357145.000000 Penalty: 5835.389160
	Iteration 35Q: 3 clusters Score -1.035714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -10357155.000000 Penalty: 5835.389160
	Iteration 36Q: 3 clusters Score -1.035716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 127759 members 
Entering Unmasked Estep 
Score: -10357155.000000 Penalty: 5835.389160
	Iteration 37Q: 3 clusters Score -1.035716e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -10357167.000000 Penalty: 5835.389160
	Iteration 38Q: 3 clusters Score -1.035717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 127747 members 
Entering Unmasked Estep 
Score: -10357195.000000 Penalty: 5835.389160
	Iteration 39Q: 3 clusters Score -1.03572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 127748 members 
Entering Unmasked Estep 
Score: -10357214.000000 Penalty: 5835.389160
	Iteration 40F: 3 clusters Score -1.035721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 127744 members 
Entering Unmasked Estep 
Score: -10357204.000000 Penalty: 5835.389160
	Iteration 41Q: 3 clusters Score -1.03572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 127743 members 
Entering Unmasked Estep 
Score: -10357216.000000 Penalty: 5835.389160
	Iteration 42Q: 3 clusters Score -1.035722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 127737 members 
Entering Unmasked Estep 
Score: -10357219.000000 Penalty: 5835.389160
	Iteration 43Q: 3 clusters Score -1.035722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -10357223.000000 Penalty: 5835.389160
	Iteration 44Q: 3 clusters Score -1.035722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -10357230.000000 Penalty: 5835.389160
	Iteration 45Q: 3 clusters Score -1.035723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 127732 members 
Entering Unmasked Estep 
Score: -10357225.000000 Penalty: 5835.389160
	Iteration 46Q: 3 clusters Score -1.035722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -10357216.000000 Penalty: 5835.389160
	Iteration 47Q: 3 clusters Score -1.035722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 127729 members 
Entering Unmasked Estep 
Score: -10357217.000000 Penalty: 5835.389160
	Iteration 48Q: 3 clusters Score -1.035722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -10357217.000000 Penalty: 5835.389160
	Iteration 49Q: 3 clusters Score -1.035722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
Score: -10357217.000000 Penalty: 5835.389160
	Iteration 50F: 3 clusters Score -1.035722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (16710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Entering Unmasked Estep 
Score: -1312869.125000 Penalty: 2411.493164
	Iteration 0F: 2 clusters Score -1312869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1300874.625000 Penalty: 4822.986328
	Iteration 0F: 3 clusters Score -1300875 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1304824.625000 Penalty: 4822.986328
	Iteration 1F: 3 clusters Score -1304825 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1305261.250000 Penalty: 4822.986328
	Iteration 2F: 3 clusters Score -1305261 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1305677.250000 Penalty: 4822.986328
	Iteration 3Q: 3 clusters Score -1305677 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1306137.250000 Penalty: 4822.986328
	Iteration 4Q: 3 clusters Score -1306137 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1306721.625000 Penalty: 4822.986328
	Iteration 5Q: 3 clusters Score -1306722 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1307343.250000 Penalty: 4822.986328
	Iteration 6F: 3 clusters Score -1307343 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1307973.375000 Penalty: 4822.986328
	Iteration 7F: 3 clusters Score -1307973 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1308551.875000 Penalty: 4822.986328
	Iteration 8F: 3 clusters Score -1308552 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1309079.875000 Penalty: 4822.986328
	Iteration 9F: 3 clusters Score -1309080 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1309487.750000 Penalty: 4822.986328
	Iteration 10Q: 3 clusters Score -1309488 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1309791.625000 Penalty: 4822.986328
	Iteration 11Q: 3 clusters Score -1309792 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1309995.000000 Penalty: 4822.986328
	Iteration 12Q: 3 clusters Score -1309995 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1310162.000000 Penalty: 4822.986328
	Iteration 13Q: 3 clusters Score -1310162 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1310281.750000 Penalty: 4822.986328
	Iteration 14Q: 3 clusters Score -1310282 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1310385.375000 Penalty: 4822.986328
	Iteration 15Q: 3 clusters Score -1310385 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1310448.625000 Penalty: 4822.986328
	Iteration 16Q: 3 clusters Score -1310449 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1310480.625000 Penalty: 4822.986328
	Iteration 17Q: 3 clusters Score -1310481 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1310512.875000 Penalty: 4822.986328
	Iteration 18Q: 3 clusters Score -1310513 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1310538.750000 Penalty: 4822.986328
	Iteration 19Q: 3 clusters Score -1310539 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1310560.750000 Penalty: 4822.986328
	Iteration 20F: 3 clusters Score -1310561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1310573.625000 Penalty: 4822.986328
	Iteration 21Q: 3 clusters Score -1310574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1310581.625000 Penalty: 4822.986328
	Iteration 22Q: 3 clusters Score -1310582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1310592.500000 Penalty: 4822.986328
	Iteration 23Q: 3 clusters Score -1310592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1310599.000000 Penalty: 4822.986328
	Iteration 24Q: 3 clusters Score -1310599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1310608.500000 Penalty: 4822.986328
	Iteration 25Q: 3 clusters Score -1310608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1310615.875000 Penalty: 4822.986328
	Iteration 26Q: 3 clusters Score -1310616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1310619.250000 Penalty: 4822.986328
	Iteration 27Q: 3 clusters Score -1310619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1310620.750000 Penalty: 4822.986328
	Iteration 28Q: 3 clusters Score -1310621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1310627.500000 Penalty: 4822.986328
	Iteration 29Q: 3 clusters Score -1310628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1310631.750000 Penalty: 4822.986328
	Iteration 30Q: 3 clusters Score -1310632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1310638.375000 Penalty: 4822.986328
	Iteration 31Q: 3 clusters Score -1310638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1310635.500000 Penalty: 4822.986328
	Iteration 32Q: 3 clusters Score -1310636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1310642.250000 Penalty: 4822.986328
	Iteration 33Q: 3 clusters Score -1310642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1310650.000000 Penalty: 4822.986328
	Iteration 34Q: 3 clusters Score -1310650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1310650.125000 Penalty: 4822.986328
	Iteration 35Q: 3 clusters Score -1310650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1310658.625000 Penalty: 4822.986328
	Iteration 36Q: 3 clusters Score -1310659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1310669.750000 Penalty: 4822.986328
	Iteration 37Q: 3 clusters Score -1310670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1310674.250000 Penalty: 4822.986328
	Iteration 38Q: 3 clusters Score -1310674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1310687.000000 Penalty: 4822.986328
	Iteration 39Q: 3 clusters Score -1310687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1310691.500000 Penalty: 4822.986328
	Iteration 40F: 3 clusters Score -1310692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1310704.750000 Penalty: 4822.986328
	Iteration 41Q: 3 clusters Score -1310705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1310709.375000 Penalty: 4822.986328
	Iteration 42Q: 3 clusters Score -1310709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1310715.000000 Penalty: 4822.986328
	Iteration 43Q: 3 clusters Score -1310715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1310728.000000 Penalty: 4822.986328
	Iteration 44Q: 3 clusters Score -1310728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1310742.625000 Penalty: 4822.986328
	Iteration 45Q: 3 clusters Score -1310743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1310756.625000 Penalty: 4822.986328
	Iteration 46Q: 3 clusters Score -1310757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1310778.375000 Penalty: 4822.986328
	Iteration 47Q: 3 clusters Score -1310778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1310801.625000 Penalty: 4822.986328
	Iteration 48Q: 3 clusters Score -1310802 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1310833.750000 Penalty: 4822.986328
	Iteration 49Q: 3 clusters Score -1310834 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1310875.750000 Penalty: 4822.986328
	Iteration 50Q: 3 clusters Score -1310876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1310927.250000 Penalty: 4822.986328
	Iteration 51Q: 3 clusters Score -1310927 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1310997.875000 Penalty: 4822.986328
	Iteration 52Q: 3 clusters Score -1310998 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1311058.125000 Penalty: 4822.986328
	Iteration 53Q: 3 clusters Score -1311058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1311116.375000 Penalty: 4822.986328
	Iteration 54Q: 3 clusters Score -1311116 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1311169.000000 Penalty: 4822.986328
	Iteration 55Q: 3 clusters Score -1311169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1311226.000000 Penalty: 4822.986328
	Iteration 56Q: 3 clusters Score -1311226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1311310.625000 Penalty: 4822.986328
	Iteration 57Q: 3 clusters Score -1311311 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1311369.375000 Penalty: 4822.986328
	Iteration 58Q: 3 clusters Score -1311369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1311414.750000 Penalty: 4822.986328
	Iteration 59Q: 3 clusters Score -1311415 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1311453.125000 Penalty: 4822.986328
	Iteration 60F: 3 clusters Score -1311453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1311496.000000 Penalty: 4822.986328
	Iteration 61Q: 3 clusters Score -1311496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1311527.000000 Penalty: 4822.986328
	Iteration 62Q: 3 clusters Score -1311527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1311563.000000 Penalty: 4822.986328
	Iteration 63Q: 3 clusters Score -1311563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1311588.750000 Penalty: 4822.986328
	Iteration 64Q: 3 clusters Score -1311589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1311609.625000 Penalty: 4822.986328
	Iteration 65Q: 3 clusters Score -1311610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1311629.875000 Penalty: 4822.986328
	Iteration 66Q: 3 clusters Score -1311630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1311650.250000 Penalty: 4822.986328
	Iteration 67Q: 3 clusters Score -1311650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1311679.250000 Penalty: 4822.986328
	Iteration 68Q: 3 clusters Score -1311679 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1311708.125000 Penalty: 4822.986328
	Iteration 69Q: 3 clusters Score -1311708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1311727.625000 Penalty: 4822.986328
	Iteration 70Q: 3 clusters Score -1311728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1311739.875000 Penalty: 4822.986328
	Iteration 71Q: 3 clusters Score -1311740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1311757.875000 Penalty: 4822.986328
	Iteration 72Q: 3 clusters Score -1311758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1311773.375000 Penalty: 4822.986328
	Iteration 73Q: 3 clusters Score -1311773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1311795.875000 Penalty: 4822.986328
	Iteration 74Q: 3 clusters Score -1311796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1311815.750000 Penalty: 4822.986328
	Iteration 75Q: 3 clusters Score -1311816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1311835.375000 Penalty: 4822.986328
	Iteration 76Q: 3 clusters Score -1311835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1311851.000000 Penalty: 4822.986328
	Iteration 77Q: 3 clusters Score -1311851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1311856.750000 Penalty: 4822.986328
	Iteration 78Q: 3 clusters Score -1311857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1311867.000000 Penalty: 4822.986328
	Iteration 79Q: 3 clusters Score -1311867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1311872.875000 Penalty: 4822.986328
	Iteration 80F: 3 clusters Score -1311873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1311879.125000 Penalty: 4822.986328
	Iteration 81Q: 3 clusters Score -1311879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1311891.375000 Penalty: 4822.986328
	Iteration 82Q: 3 clusters Score -1311891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1311899.000000 Penalty: 4822.986328
	Iteration 83Q: 3 clusters Score -1311899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1311903.000000 Penalty: 4822.986328
	Iteration 84Q: 3 clusters Score -1311903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1311911.375000 Penalty: 4822.986328
	Iteration 85Q: 3 clusters Score -1311911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1311917.625000 Penalty: 4822.986328
	Iteration 86Q: 3 clusters Score -1311918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1311916.375000 Penalty: 4822.986328
	Iteration 87Q: 3 clusters Score -1311916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1311916.375000 Penalty: 4822.986328
	Iteration 88Q: 3 clusters Score -1311916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1311919.750000 Penalty: 4822.986328
	Iteration 89Q: 3 clusters Score -1311920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1311924.000000 Penalty: 4822.986328
	Iteration 90Q: 3 clusters Score -1311924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1311921.500000 Penalty: 4822.986328
	Iteration 91Q: 3 clusters Score -1311922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1311921.125000 Penalty: 4822.986328
	Iteration 92Q: 3 clusters Score -1311921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1311922.125000 Penalty: 4822.986328
	Iteration 93Q: 3 clusters Score -1311922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1311922.250000 Penalty: 4822.986328
	Iteration 94Q: 3 clusters Score -1311922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1311923.375000 Penalty: 4822.986328
	Iteration 95Q: 3 clusters Score -1311923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1311925.125000 Penalty: 4822.986328
	Iteration 96Q: 3 clusters Score -1311925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1311925.125000 Penalty: 4822.986328
	Iteration 97F: 3 clusters Score -1311925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -149704.093750 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -149704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147376.390625 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -147376.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147783.640625 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -147783.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -147977.812500 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -147977.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -148200.250000 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -148200.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -148444.500000 Penalty: 3649.664062
	Iteration 4F: 3 clusters Score -148444.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -148682.703125 Penalty: 3649.664062
	Iteration 5F: 3 clusters Score -148682.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -148935.437500 Penalty: 3649.664062
	Iteration 6F: 3 clusters Score -148935.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -149169.328125 Penalty: 3649.664062
	Iteration 7F: 3 clusters Score -149169.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149353.015625 Penalty: 3649.664062
	Iteration 8F: 3 clusters Score -149353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149473.640625 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -149473.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -149541.937500 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -149541.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149583.234375 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -149583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149600.562500 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -149600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -149606.828125 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -149606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -149617.562500 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -149617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -149631.718750 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -149631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -149638.250000 Penalty: 3649.664062
	Iteration 16Q: 3 clusters Score -149638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -149646.562500 Penalty: 3649.664062
	Iteration 17Q: 3 clusters Score -149646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -149650.343750 Penalty: 3649.664062
	Iteration 18Q: 3 clusters Score -149650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -149653.968750 Penalty: 3649.664062
	Iteration 19Q: 3 clusters Score -149654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -149659.734375 Penalty: 3649.664062
	Iteration 20F: 3 clusters Score -149659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -149662.765625 Penalty: 3649.664062
	Iteration 21Q: 3 clusters Score -149662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -149665.953125 Penalty: 3649.664062
	Iteration 22Q: 3 clusters Score -149666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -149666.718750 Penalty: 3649.664062
	Iteration 23Q: 3 clusters Score -149666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -149668.125000 Penalty: 3649.664062
	Iteration 24Q: 3 clusters Score -149668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -149668.656250 Penalty: 3649.664062
	Iteration 25Q: 3 clusters Score -149668.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -149669.031250 Penalty: 3649.664062
	Iteration 26Q: 3 clusters Score -149669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -149669.031250 Penalty: 3649.664062
	Iteration 27F: 3 clusters Score -149669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (107511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Entering Unmasked Estep 
Score: -10577313.000000 Penalty: 2873.166260
	Iteration 0F: 2 clusters Score -1.057731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -10505735.000000 Penalty: 5746.332520
	Iteration 0F: 3 clusters Score -1.050574e+07 nChanged 50935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10535817.000000 Penalty: 5746.332520
	Iteration 1F: 3 clusters Score -1.053582e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -10537072.000000 Penalty: 5746.332520
	Iteration 2Q: 3 clusters Score -1.053707e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -10538552.000000 Penalty: 5746.332520
	Iteration 3Q: 3 clusters Score -1.053855e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -10540518.000000 Penalty: 5746.332520
	Iteration 4Q: 3 clusters Score -1.054052e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -10542938.000000 Penalty: 5746.332520
	Iteration 5Q: 3 clusters Score -1.054294e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -10546161.000000 Penalty: 5746.332520
	Iteration 6F: 3 clusters Score -1.054616e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -10550207.000000 Penalty: 5746.332520
	Iteration 7F: 3 clusters Score -1.055021e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -10554653.000000 Penalty: 5746.332520
	Iteration 8F: 3 clusters Score -1.055465e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -10558207.000000 Penalty: 5746.332520
	Iteration 9F: 3 clusters Score -1.055821e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -10560101.000000 Penalty: 5746.332520
	Iteration 10Q: 3 clusters Score -1.05601e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -10560970.000000 Penalty: 5746.332520
	Iteration 11Q: 3 clusters Score -1.056097e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -10561544.000000 Penalty: 5746.332520
	Iteration 12Q: 3 clusters Score -1.056154e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -10561982.000000 Penalty: 5746.332520
	Iteration 13Q: 3 clusters Score -1.056198e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -10562286.000000 Penalty: 5746.332520
	Iteration 14Q: 3 clusters Score -1.056229e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -10562618.000000 Penalty: 5746.332520
	Iteration 15Q: 3 clusters Score -1.056262e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -10562931.000000 Penalty: 5746.332520
	Iteration 16Q: 3 clusters Score -1.056293e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -10563327.000000 Penalty: 5746.332520
	Iteration 17Q: 3 clusters Score -1.056333e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -10563818.000000 Penalty: 5746.332520
	Iteration 18Q: 3 clusters Score -1.056382e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -10564420.000000 Penalty: 5746.332520
	Iteration 19Q: 3 clusters Score -1.056442e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -10564916.000000 Penalty: 5746.332520
	Iteration 20F: 3 clusters Score -1.056492e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -10565488.000000 Penalty: 5746.332520
	Iteration 21Q: 3 clusters Score -1.056549e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -10566023.000000 Penalty: 5746.332520
	Iteration 22Q: 3 clusters Score -1.056602e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -10566546.000000 Penalty: 5746.332520
	Iteration 23Q: 3 clusters Score -1.056655e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -10567118.000000 Penalty: 5746.332520
	Iteration 24Q: 3 clusters Score -1.056712e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -10567750.000000 Penalty: 5746.332520
	Iteration 25Q: 3 clusters Score -1.056775e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -10568381.000000 Penalty: 5746.332520
	Iteration 26Q: 3 clusters Score -1.056838e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -10569033.000000 Penalty: 5746.332520
	Iteration 27Q: 3 clusters Score -1.056903e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -10569735.000000 Penalty: 5746.332520
	Iteration 28Q: 3 clusters Score -1.056974e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -10570430.000000 Penalty: 5746.332520
	Iteration 29Q: 3 clusters Score -1.057043e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -10571048.000000 Penalty: 5746.332520
	Iteration 30Q: 3 clusters Score -1.057105e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -10571614.000000 Penalty: 5746.332520
	Iteration 31Q: 3 clusters Score -1.057161e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -10572100.000000 Penalty: 5746.332520
	Iteration 32Q: 3 clusters Score -1.05721e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102114 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -10572557.000000 Penalty: 5746.332520
	Iteration 33Q: 3 clusters Score -1.057256e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -10572934.000000 Penalty: 5746.332520
	Iteration 34Q: 3 clusters Score -1.057293e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -10573311.000000 Penalty: 5746.332520
	Iteration 35Q: 3 clusters Score -1.057331e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10573535.000000 Penalty: 5746.332520
	Iteration 36Q: 3 clusters Score -1.057354e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -10573829.000000 Penalty: 5746.332520
	Iteration 37Q: 3 clusters Score -1.057383e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10574045.000000 Penalty: 5746.332520
	Iteration 38Q: 3 clusters Score -1.057404e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10574227.000000 Penalty: 5746.332520
	Iteration 39Q: 3 clusters Score -1.057423e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10574361.000000 Penalty: 5746.332520
	Iteration 40F: 3 clusters Score -1.057436e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10574439.000000 Penalty: 5746.332520
	Iteration 41Q: 3 clusters Score -1.057444e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10574490.000000 Penalty: 5746.332520
	Iteration 42Q: 3 clusters Score -1.057449e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10574538.000000 Penalty: 5746.332520
	Iteration 43Q: 3 clusters Score -1.057454e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10574572.000000 Penalty: 5746.332520
	Iteration 44Q: 3 clusters Score -1.057457e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106171 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10574627.000000 Penalty: 5746.332520
	Iteration 45Q: 3 clusters Score -1.057463e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10574657.000000 Penalty: 5746.332520
	Iteration 46Q: 3 clusters Score -1.057466e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10574703.000000 Penalty: 5746.332520
	Iteration 47Q: 3 clusters Score -1.05747e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10574726.000000 Penalty: 5746.332520
	Iteration 48Q: 3 clusters Score -1.057473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10574734.000000 Penalty: 5746.332520
	Iteration 49Q: 3 clusters Score -1.057473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106437 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10574748.000000 Penalty: 5746.332520
	Iteration 50Q: 3 clusters Score -1.057475e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10574758.000000 Penalty: 5746.332520
	Iteration 51Q: 3 clusters Score -1.057476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10574777.000000 Penalty: 5746.332520
	Iteration 52Q: 3 clusters Score -1.057478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10574792.000000 Penalty: 5746.332520
	Iteration 53Q: 3 clusters Score -1.057479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10574801.000000 Penalty: 5746.332520
	Iteration 54Q: 3 clusters Score -1.05748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106543 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10574810.000000 Penalty: 5746.332520
	Iteration 55Q: 3 clusters Score -1.057481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10574815.000000 Penalty: 5746.332520
	Iteration 56Q: 3 clusters Score -1.057482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10574823.000000 Penalty: 5746.332520
	Iteration 57Q: 3 clusters Score -1.057482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10574823.000000 Penalty: 5746.332520
	Iteration 58Q: 3 clusters Score -1.057482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10574822.000000 Penalty: 5746.332520
	Iteration 59Q: 3 clusters Score -1.057482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10574821.000000 Penalty: 5746.332520
	Iteration 60F: 3 clusters Score -1.057482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106591 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10574820.000000 Penalty: 5746.332520
	Iteration 61Q: 3 clusters Score -1.057482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10574821.000000 Penalty: 5746.332520
	Iteration 62Q: 3 clusters Score -1.057482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10574834.000000 Penalty: 5746.332520
	Iteration 63Q: 3 clusters Score -1.057483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10574842.000000 Penalty: 5746.332520
	Iteration 64Q: 3 clusters Score -1.057484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10574848.000000 Penalty: 5746.332520
	Iteration 65Q: 3 clusters Score -1.057485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10574862.000000 Penalty: 5746.332520
	Iteration 66Q: 3 clusters Score -1.057486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10574860.000000 Penalty: 5746.332520
	Iteration 67Q: 3 clusters Score -1.057486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10574858.000000 Penalty: 5746.332520
	Iteration 68Q: 3 clusters Score -1.057486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10574859.000000 Penalty: 5746.332520
	Iteration 69Q: 3 clusters Score -1.057486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10574860.000000 Penalty: 5746.332520
	Iteration 70Q: 3 clusters Score -1.057486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10574867.000000 Penalty: 5746.332520
	Iteration 71Q: 3 clusters Score -1.057487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10574875.000000 Penalty: 5746.332520
	Iteration 72Q: 3 clusters Score -1.057488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10574877.000000 Penalty: 5746.332520
	Iteration 73Q: 3 clusters Score -1.057488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10574872.000000 Penalty: 5746.332520
	Iteration 74Q: 3 clusters Score -1.057487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10574879.000000 Penalty: 5746.332520
	Iteration 75Q: 3 clusters Score -1.057488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10574883.000000 Penalty: 5746.332520
	Iteration 76Q: 3 clusters Score -1.057488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10574887.000000 Penalty: 5746.332520
	Iteration 77Q: 3 clusters Score -1.057489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10574889.000000 Penalty: 5746.332520
	Iteration 78Q: 3 clusters Score -1.057489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106686 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10574895.000000 Penalty: 5746.332520
	Iteration 79Q: 3 clusters Score -1.05749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10574911.000000 Penalty: 5746.332520
	Iteration 80F: 3 clusters Score -1.057491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10574906.000000 Penalty: 5746.332520
	Iteration 81Q: 3 clusters Score -1.057491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106696 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10574906.000000 Penalty: 5746.332520
	Iteration 82Q: 3 clusters Score -1.057491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10574907.000000 Penalty: 5746.332520
	Iteration 83Q: 3 clusters Score -1.057491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10574909.000000 Penalty: 5746.332520
	Iteration 84Q: 3 clusters Score -1.057491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10574908.000000 Penalty: 5746.332520
	Iteration 85Q: 3 clusters Score -1.057491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10574917.000000 Penalty: 5746.332520
	Iteration 86Q: 3 clusters Score -1.057492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10574923.000000 Penalty: 5746.332520
	Iteration 87Q: 3 clusters Score -1.057492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10574929.000000 Penalty: 5746.332520
	Iteration 88Q: 3 clusters Score -1.057493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106723 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10574930.000000 Penalty: 5746.332520
	Iteration 89Q: 3 clusters Score -1.057493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10574925.000000 Penalty: 5746.332520
	Iteration 90Q: 3 clusters Score -1.057492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10574932.000000 Penalty: 5746.332520
	Iteration 91Q: 3 clusters Score -1.057493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10574923.000000 Penalty: 5746.332520
	Iteration 92Q: 3 clusters Score -1.057492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10574937.000000 Penalty: 5746.332520
	Iteration 93Q: 3 clusters Score -1.057494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10574928.000000 Penalty: 5746.332520
	Iteration 94Q: 3 clusters Score -1.057493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10574929.000000 Penalty: 5746.332520
	Iteration 95Q: 3 clusters Score -1.057493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10574929.000000 Penalty: 5746.332520
	Iteration 96F: 3 clusters Score -1.057493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -330445.250000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -330445.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -326342.093750 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -326342.1 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -327332.000000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -327332 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -327615.312500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -327615.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -327859.500000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -327859.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -328077.093750 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -328077.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -328270.437500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -328270.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -328457.406250 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -328457.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -328634.656250 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -328634.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -328771.156250 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -328771.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -328885.468750 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -328885.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -328995.718750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -328995.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -329063.906250 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -329063.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -329113.156250 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -329113.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -329145.531250 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -329145.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -329169.875000 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -329169.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -329186.281250 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -329186.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -329196.406250 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -329196.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329210.968750 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -329211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -329218.687500 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -329218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329224.406250 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -329224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -329231.281250 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -329231.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -329234.312500 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -329234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -329236.250000 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -329236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -329237.906250 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -329237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -329238.281250 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -329238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -329239.093750 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -329239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -329239.093750 Penalty: 4160.219727
	Iteration 26F: 3 clusters Score -329239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Entering Unmasked Estep 
Score: -964750.125000 Penalty: 2329.813721
	Iteration 0F: 2 clusters Score -964750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -955802.187500 Penalty: 4659.627441
	Iteration 0F: 3 clusters Score -955802.2 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -958580.937500 Penalty: 4659.627441
	Iteration 1F: 3 clusters Score -958580.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -958847.750000 Penalty: 4659.627441
	Iteration 2F: 3 clusters Score -958847.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -959043.875000 Penalty: 4659.627441
	Iteration 3Q: 3 clusters Score -959043.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -959187.125000 Penalty: 4659.627441
	Iteration 4Q: 3 clusters Score -959187.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -959294.750000 Penalty: 4659.627441
	Iteration 5Q: 3 clusters Score -959294.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -959382.500000 Penalty: 4659.627441
	Iteration 6Q: 3 clusters Score -959382.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -959457.000000 Penalty: 4659.627441
	Iteration 7Q: 3 clusters Score -959457 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -959529.500000 Penalty: 4659.627441
	Iteration 8Q: 3 clusters Score -959529.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -959600.687500 Penalty: 4659.627441
	Iteration 9Q: 3 clusters Score -959600.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -959663.937500 Penalty: 4659.627441
	Iteration 10Q: 3 clusters Score -959663.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -959750.312500 Penalty: 4659.627441
	Iteration 11Q: 3 clusters Score -959750.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -959836.250000 Penalty: 4659.627441
	Iteration 12Q: 3 clusters Score -959836.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -959943.125000 Penalty: 4659.627441
	Iteration 13Q: 3 clusters Score -959943.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -960092.875000 Penalty: 4659.627441
	Iteration 14Q: 3 clusters Score -960092.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -960281.750000 Penalty: 4659.627441
	Iteration 15Q: 3 clusters Score -960281.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -960494.875000 Penalty: 4659.627441
	Iteration 16Q: 3 clusters Score -960494.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -960793.000000 Penalty: 4659.627441
	Iteration 17Q: 3 clusters Score -960793 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -961171.125000 Penalty: 4659.627441
	Iteration 18Q: 3 clusters Score -961171.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -961546.375000 Penalty: 4659.627441
	Iteration 19Q: 3 clusters Score -961546.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -961825.312500 Penalty: 4659.627441
	Iteration 20F: 3 clusters Score -961825.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -962055.625000 Penalty: 4659.627441
	Iteration 21Q: 3 clusters Score -962055.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -962229.000000 Penalty: 4659.627441
	Iteration 22Q: 3 clusters Score -962229 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -962374.625000 Penalty: 4659.627441
	Iteration 23Q: 3 clusters Score -962374.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -962487.187500 Penalty: 4659.627441
	Iteration 24Q: 3 clusters Score -962487.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -962564.812500 Penalty: 4659.627441
	Iteration 25Q: 3 clusters Score -962564.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -962624.875000 Penalty: 4659.627441
	Iteration 26Q: 3 clusters Score -962624.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -962678.562500 Penalty: 4659.627441
	Iteration 27Q: 3 clusters Score -962678.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -962721.750000 Penalty: 4659.627441
	Iteration 28Q: 3 clusters Score -962721.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -962771.062500 Penalty: 4659.627441
	Iteration 29Q: 3 clusters Score -962771.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -962809.687500 Penalty: 4659.627441
	Iteration 30Q: 3 clusters Score -962809.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -962840.187500 Penalty: 4659.627441
	Iteration 31Q: 3 clusters Score -962840.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -962869.875000 Penalty: 4659.627441
	Iteration 32Q: 3 clusters Score -962869.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -962892.812500 Penalty: 4659.627441
	Iteration 33Q: 3 clusters Score -962892.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -962913.062500 Penalty: 4659.627441
	Iteration 34Q: 3 clusters Score -962913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -962930.437500 Penalty: 4659.627441
	Iteration 35Q: 3 clusters Score -962930.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -962941.562500 Penalty: 4659.627441
	Iteration 36Q: 3 clusters Score -962941.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -962952.812500 Penalty: 4659.627441
	Iteration 37Q: 3 clusters Score -962952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -962967.500000 Penalty: 4659.627441
	Iteration 38Q: 3 clusters Score -962967.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -962976.687500 Penalty: 4659.627441
	Iteration 39Q: 3 clusters Score -962976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -962984.437500 Penalty: 4659.627441
	Iteration 40F: 3 clusters Score -962984.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -962990.500000 Penalty: 4659.627441
	Iteration 41Q: 3 clusters Score -962990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -962992.375000 Penalty: 4659.627441
	Iteration 42Q: 3 clusters Score -962992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -962995.125000 Penalty: 4659.627441
	Iteration 43Q: 3 clusters Score -962995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -963000.375000 Penalty: 4659.627441
	Iteration 44Q: 3 clusters Score -963000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -963000.125000 Penalty: 4659.627441
	Iteration 45Q: 3 clusters Score -963000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -963003.875000 Penalty: 4659.627441
	Iteration 46Q: 3 clusters Score -963003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -963004.375000 Penalty: 4659.627441
	Iteration 47Q: 3 clusters Score -963004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -963005.312500 Penalty: 4659.627441
	Iteration 48Q: 3 clusters Score -963005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -963007.500000 Penalty: 4659.627441
	Iteration 49Q: 3 clusters Score -963007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -963009.000000 Penalty: 4659.627441
	Iteration 50Q: 3 clusters Score -963009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -963008.625000 Penalty: 4659.627441
	Iteration 51Q: 3 clusters Score -963008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -963008.625000 Penalty: 4659.627441
	Iteration 52F: 3 clusters Score -963008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (111076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111076 members 
Entering Unmasked Estep 
Score: -11739066.000000 Penalty: 2881.256348
	Iteration 0F: 2 clusters Score -1.173907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -11669362.000000 Penalty: 5762.512695
	Iteration 0F: 3 clusters Score -1.166936e+07 nChanged 52611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -11699258.000000 Penalty: 5762.512695
	Iteration 1F: 3 clusters Score -1.169926e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -11700080.000000 Penalty: 5762.512695
	Iteration 2Q: 3 clusters Score -1.170008e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -11701059.000000 Penalty: 5762.512695
	Iteration 3Q: 3 clusters Score -1.170106e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -11702678.000000 Penalty: 5762.512695
	Iteration 4Q: 3 clusters Score -1.170268e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -11704934.000000 Penalty: 5762.512695
	Iteration 5Q: 3 clusters Score -1.170493e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -11708359.000000 Penalty: 5762.512695
	Iteration 6F: 3 clusters Score -1.170836e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -11713281.000000 Penalty: 5762.512695
	Iteration 7F: 3 clusters Score -1.171328e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -11719096.000000 Penalty: 5762.512695
	Iteration 8F: 3 clusters Score -1.17191e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 96935 members 
Entering Unmasked Estep 
Score: -11724391.000000 Penalty: 5762.512695
	Iteration 9F: 3 clusters Score -1.172439e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -11728731.000000 Penalty: 5762.512695
	Iteration 10Q: 3 clusters Score -1.172873e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -11731556.000000 Penalty: 5762.512695
	Iteration 11Q: 3 clusters Score -1.173156e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -11733470.000000 Penalty: 5762.512695
	Iteration 12Q: 3 clusters Score -1.173347e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -11734585.000000 Penalty: 5762.512695
	Iteration 13Q: 3 clusters Score -1.173458e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -11735217.000000 Penalty: 5762.512695
	Iteration 14Q: 3 clusters Score -1.173522e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -11735631.000000 Penalty: 5762.512695
	Iteration 15Q: 3 clusters Score -1.173563e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -11735945.000000 Penalty: 5762.512695
	Iteration 16Q: 3 clusters Score -1.173594e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 110243 members 
Entering Unmasked Estep 
Score: -11736105.000000 Penalty: 5762.512695
	Iteration 17Q: 3 clusters Score -1.17361e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -11736219.000000 Penalty: 5762.512695
	Iteration 18Q: 3 clusters Score -1.173622e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 110396 members 
Entering Unmasked Estep 
Score: -11736277.000000 Penalty: 5762.512695
	Iteration 19Q: 3 clusters Score -1.173628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 110424 members 
Entering Unmasked Estep 
Score: -11736294.000000 Penalty: 5762.512695
	Iteration 20F: 3 clusters Score -1.173629e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -11736329.000000 Penalty: 5762.512695
	Iteration 21Q: 3 clusters Score -1.173633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -11736364.000000 Penalty: 5762.512695
	Iteration 22Q: 3 clusters Score -1.173636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -11736388.000000 Penalty: 5762.512695
	Iteration 23Q: 3 clusters Score -1.173639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -11736396.000000 Penalty: 5762.512695
	Iteration 24Q: 3 clusters Score -1.17364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -11736413.000000 Penalty: 5762.512695
	Iteration 25Q: 3 clusters Score -1.173641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -11736412.000000 Penalty: 5762.512695
	Iteration 26Q: 3 clusters Score -1.173641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -11736412.000000 Penalty: 5762.512695
	Iteration 27Q: 3 clusters Score -1.173641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -11736422.000000 Penalty: 5762.512695
	Iteration 28Q: 3 clusters Score -1.173642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
Score: -11736428.000000 Penalty: 5762.512695
	Iteration 29Q: 3 clusters Score -1.173643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 110541 members 
Entering Unmasked Estep 
Score: -11736430.000000 Penalty: 5762.512695
	Iteration 30Q: 3 clusters Score -1.173643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 110543 members 
Entering Unmasked Estep 
Score: -11736428.000000 Penalty: 5762.512695
	Iteration 31Q: 3 clusters Score -1.173643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 110543 members 
Entering Unmasked Estep 
Score: -11736428.000000 Penalty: 5762.512695
	Iteration 32F: 3 clusters Score -1.173643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -117915.257812 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -117915.3 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 711 members 
Entering Unmasked Estep 
Score: -115766.343750 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -115766.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116343.062500 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -116343.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -116582.773438 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -116582.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -116771.132812 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -116771.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -116921.296875 Penalty: 3603.653076
	Iteration 4F: 3 clusters Score -116921.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -117022.726562 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -117022.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -117083.773438 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -117083.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -117111.804688 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -117111.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -117126.804688 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -117126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -117133.109375 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -117133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -117139.773438 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -117139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -117149.054688 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -117149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -117154.625000 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -117154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -117160.218750 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -117160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -117167.906250 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -117167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -117175.078125 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -117175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -117176.359375 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -117176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -117177.289062 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -117177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -117177.656250 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -117177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -117177.976562 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -117178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -117177.976562 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -117178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -201546.750000 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -201546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -198535.203125 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -198535.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -199154.140625 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -199154.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -199359.328125 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -199359.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -199484.343750 Penalty: 3901.133301
	Iteration 3F: 3 clusters Score -199484.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -199570.671875 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -199570.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -199629.296875 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -199629.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -199678.515625 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -199678.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -199712.203125 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -199712.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -199743.437500 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -199743.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -199771.718750 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -199771.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -199800.578125 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -199800.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -199830.062500 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -199830.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -199853.906250 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -199853.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -199886.171875 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -199886.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -199925.156250 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -199925.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -199954.875000 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -199954.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -199979.859375 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -199979.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -200000.640625 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -200000.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -200021.765625 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -200021.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -200038.203125 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -200038.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -200057.625000 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -200057.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -200075.750000 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -200075.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -200089.906250 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -200089.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -200103.765625 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -200103.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -200120.046875 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -200120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -200137.843750 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -200137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -200152.515625 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -200152.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -200162.468750 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -200162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -200169.109375 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -200169.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -200176.437500 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -200176.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -200185.968750 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -200186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -200194.015625 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -200194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -200197.578125 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -200197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -200201.718750 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -200201.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -200205.546875 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -200205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -200209.921875 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -200209.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -200212.203125 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -200212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -200215.546875 Penalty: 3901.133301
	Iteration 37Q: 3 clusters Score -200215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -200219.187500 Penalty: 3901.133301
	Iteration 38Q: 3 clusters Score -200219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -200225.375000 Penalty: 3901.133301
	Iteration 39Q: 3 clusters Score -200225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -200232.250000 Penalty: 3901.133301
	Iteration 40F: 3 clusters Score -200232.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -200241.312500 Penalty: 3901.133301
	Iteration 41Q: 3 clusters Score -200241.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -200252.890625 Penalty: 3901.133301
	Iteration 42Q: 3 clusters Score -200252.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -200273.953125 Penalty: 3901.133301
	Iteration 43Q: 3 clusters Score -200274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -200300.218750 Penalty: 3901.133301
	Iteration 44Q: 3 clusters Score -200300.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -200319.296875 Penalty: 3901.133301
	Iteration 45Q: 3 clusters Score -200319.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -200339.984375 Penalty: 3901.133301
	Iteration 46Q: 3 clusters Score -200340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -200358.343750 Penalty: 3901.133301
	Iteration 47Q: 3 clusters Score -200358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -200373.718750 Penalty: 3901.133301
	Iteration 48Q: 3 clusters Score -200373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -200390.250000 Penalty: 3901.133301
	Iteration 49Q: 3 clusters Score -200390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -200401.312500 Penalty: 3901.133301
	Iteration 50Q: 3 clusters Score -200401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -200407.640625 Penalty: 3901.133301
	Iteration 51Q: 3 clusters Score -200407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -200410.687500 Penalty: 3901.133301
	Iteration 52Q: 3 clusters Score -200410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -200411.343750 Penalty: 3901.133301
	Iteration 53Q: 3 clusters Score -200411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200412.968750 Penalty: 3901.133301
	Iteration 54Q: 3 clusters Score -200413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200413.406250 Penalty: 3901.133301
	Iteration 55Q: 3 clusters Score -200413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -200413.406250 Penalty: 3901.133301
	Iteration 56F: 3 clusters Score -200413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (13192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Entering Unmasked Estep 
Score: -1025187.687500 Penalty: 2352.866699
	Iteration 0F: 2 clusters Score -1025188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1015530.562500 Penalty: 4705.733398
	Iteration 0F: 3 clusters Score -1015531 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1018668.437500 Penalty: 4705.733398
	Iteration 1F: 3 clusters Score -1018668 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1019253.375000 Penalty: 4705.733398
	Iteration 2F: 3 clusters Score -1019253 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1019864.000000 Penalty: 4705.733398
	Iteration 3F: 3 clusters Score -1019864 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1020448.062500 Penalty: 4705.733398
	Iteration 4F: 3 clusters Score -1020448 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1021095.562500 Penalty: 4705.733398
	Iteration 5F: 3 clusters Score -1021096 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1021697.750000 Penalty: 4705.733398
	Iteration 6F: 3 clusters Score -1021698 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1022214.312500 Penalty: 4705.733398
	Iteration 7F: 3 clusters Score -1022214 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1022772.875000 Penalty: 4705.733398
	Iteration 8F: 3 clusters Score -1022773 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1023406.375000 Penalty: 4705.733398
	Iteration 9F: 3 clusters Score -1023406 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1023909.750000 Penalty: 4705.733398
	Iteration 10Q: 3 clusters Score -1023910 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1024180.437500 Penalty: 4705.733398
	Iteration 11Q: 3 clusters Score -1024180 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1024296.062500 Penalty: 4705.733398
	Iteration 12Q: 3 clusters Score -1024296 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1024350.687500 Penalty: 4705.733398
	Iteration 13Q: 3 clusters Score -1024351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1024373.625000 Penalty: 4705.733398
	Iteration 14Q: 3 clusters Score -1024374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1024384.500000 Penalty: 4705.733398
	Iteration 15Q: 3 clusters Score -1024384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1024390.000000 Penalty: 4705.733398
	Iteration 16Q: 3 clusters Score -1024390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1024397.312500 Penalty: 4705.733398
	Iteration 17Q: 3 clusters Score -1024397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1024398.000000 Penalty: 4705.733398
	Iteration 18Q: 3 clusters Score -1024398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1024399.937500 Penalty: 4705.733398
	Iteration 19Q: 3 clusters Score -1024400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1024405.812500 Penalty: 4705.733398
	Iteration 20F: 3 clusters Score -1024406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1024408.562500 Penalty: 4705.733398
	Iteration 21Q: 3 clusters Score -1024409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1024410.875000 Penalty: 4705.733398
	Iteration 22Q: 3 clusters Score -1024411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1024411.750000 Penalty: 4705.733398
	Iteration 23Q: 3 clusters Score -1024412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1024410.750000 Penalty: 4705.733398
	Iteration 24Q: 3 clusters Score -1024411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1024410.687500 Penalty: 4705.733398
	Iteration 25Q: 3 clusters Score -1024411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1024411.437500 Penalty: 4705.733398
	Iteration 26Q: 3 clusters Score -1024411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1024411.125000 Penalty: 4705.733398
	Iteration 27Q: 3 clusters Score -1024411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1024411.875000 Penalty: 4705.733398
	Iteration 28Q: 3 clusters Score -1024412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1024411.875000 Penalty: 4705.733398
	Iteration 29F: 3 clusters Score -1024412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Entering Unmasked Estep 
Score: -390668.218750 Penalty: 2110.621826
	Iteration 0F: 2 clusters Score -390668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -386152.437500 Penalty: 4221.243652
	Iteration 0F: 3 clusters Score -386152.4 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -387260.343750 Penalty: 4221.243652
	Iteration 1F: 3 clusters Score -387260.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -387469.687500 Penalty: 4221.243652
	Iteration 2F: 3 clusters Score -387469.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -387599.750000 Penalty: 4221.243652
	Iteration 3F: 3 clusters Score -387599.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -387672.531250 Penalty: 4221.243652
	Iteration 4Q: 3 clusters Score -387672.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -387731.875000 Penalty: 4221.243652
	Iteration 5Q: 3 clusters Score -387731.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -387782.812500 Penalty: 4221.243652
	Iteration 6Q: 3 clusters Score -387782.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -387828.406250 Penalty: 4221.243652
	Iteration 7Q: 3 clusters Score -387828.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -387875.000000 Penalty: 4221.243652
	Iteration 8Q: 3 clusters Score -387875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -387919.093750 Penalty: 4221.243652
	Iteration 9Q: 3 clusters Score -387919.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -387946.937500 Penalty: 4221.243652
	Iteration 10Q: 3 clusters Score -387946.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -387969.906250 Penalty: 4221.243652
	Iteration 11Q: 3 clusters Score -387969.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -387989.593750 Penalty: 4221.243652
	Iteration 12Q: 3 clusters Score -387989.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -388012.968750 Penalty: 4221.243652
	Iteration 13Q: 3 clusters Score -388013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -388037.250000 Penalty: 4221.243652
	Iteration 14Q: 3 clusters Score -388037.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -388065.562500 Penalty: 4221.243652
	Iteration 15Q: 3 clusters Score -388065.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -388100.218750 Penalty: 4221.243652
	Iteration 16Q: 3 clusters Score -388100.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -388133.312500 Penalty: 4221.243652
	Iteration 17Q: 3 clusters Score -388133.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388173.968750 Penalty: 4221.243652
	Iteration 18Q: 3 clusters Score -388174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -388222.562500 Penalty: 4221.243652
	Iteration 19Q: 3 clusters Score -388222.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -388269.093750 Penalty: 4221.243652
	Iteration 20F: 3 clusters Score -388269.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -388311.312500 Penalty: 4221.243652
	Iteration 21Q: 3 clusters Score -388311.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -388357.687500 Penalty: 4221.243652
	Iteration 22Q: 3 clusters Score -388357.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -388407.500000 Penalty: 4221.243652
	Iteration 23Q: 3 clusters Score -388407.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -388468.000000 Penalty: 4221.243652
	Iteration 24Q: 3 clusters Score -388468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -388514.031250 Penalty: 4221.243652
	Iteration 25Q: 3 clusters Score -388514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -388556.218750 Penalty: 4221.243652
	Iteration 26Q: 3 clusters Score -388556.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -388588.937500 Penalty: 4221.243652
	Iteration 27Q: 3 clusters Score -388588.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -388615.312500 Penalty: 4221.243652
	Iteration 28Q: 3 clusters Score -388615.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -388635.375000 Penalty: 4221.243652
	Iteration 29Q: 3 clusters Score -388635.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -388659.375000 Penalty: 4221.243652
	Iteration 30Q: 3 clusters Score -388659.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -388676.906250 Penalty: 4221.243652
	Iteration 31Q: 3 clusters Score -388676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -388694.000000 Penalty: 4221.243652
	Iteration 32Q: 3 clusters Score -388694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -388708.343750 Penalty: 4221.243652
	Iteration 33Q: 3 clusters Score -388708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -388716.562500 Penalty: 4221.243652
	Iteration 34Q: 3 clusters Score -388716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -388722.593750 Penalty: 4221.243652
	Iteration 35Q: 3 clusters Score -388722.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -388729.500000 Penalty: 4221.243652
	Iteration 36Q: 3 clusters Score -388729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -388732.187500 Penalty: 4221.243652
	Iteration 37Q: 3 clusters Score -388732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -388735.406250 Penalty: 4221.243652
	Iteration 38Q: 3 clusters Score -388735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -388739.281250 Penalty: 4221.243652
	Iteration 39Q: 3 clusters Score -388739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -388744.843750 Penalty: 4221.243652
	Iteration 40F: 3 clusters Score -388744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -388747.093750 Penalty: 4221.243652
	Iteration 41Q: 3 clusters Score -388747.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -388750.062500 Penalty: 4221.243652
	Iteration 42Q: 3 clusters Score -388750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -388753.906250 Penalty: 4221.243652
	Iteration 43Q: 3 clusters Score -388753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -388756.812500 Penalty: 4221.243652
	Iteration 44Q: 3 clusters Score -388756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -388763.687500 Penalty: 4221.243652
	Iteration 45Q: 3 clusters Score -388763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -388769.625000 Penalty: 4221.243652
	Iteration 46Q: 3 clusters Score -388769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -388778.125000 Penalty: 4221.243652
	Iteration 47Q: 3 clusters Score -388778.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -388784.625000 Penalty: 4221.243652
	Iteration 48Q: 3 clusters Score -388784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -388791.718750 Penalty: 4221.243652
	Iteration 49Q: 3 clusters Score -388791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -388796.343750 Penalty: 4221.243652
	Iteration 50Q: 3 clusters Score -388796.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -388802.968750 Penalty: 4221.243652
	Iteration 51Q: 3 clusters Score -388803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -388805.687500 Penalty: 4221.243652
	Iteration 52Q: 3 clusters Score -388805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -388809.218750 Penalty: 4221.243652
	Iteration 53Q: 3 clusters Score -388809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -388812.656250 Penalty: 4221.243652
	Iteration 54Q: 3 clusters Score -388812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -388815.875000 Penalty: 4221.243652
	Iteration 55Q: 3 clusters Score -388815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -388818.500000 Penalty: 4221.243652
	Iteration 56Q: 3 clusters Score -388818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -388822.031250 Penalty: 4221.243652
	Iteration 57Q: 3 clusters Score -388822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -388822.625000 Penalty: 4221.243652
	Iteration 58Q: 3 clusters Score -388822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -388823.718750 Penalty: 4221.243652
	Iteration 59Q: 3 clusters Score -388823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -388825.031250 Penalty: 4221.243652
	Iteration 60F: 3 clusters Score -388825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -388826.218750 Penalty: 4221.243652
	Iteration 61Q: 3 clusters Score -388826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -388826.218750 Penalty: 4221.243652
	Iteration 62F: 3 clusters Score -388826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -363266.750000 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -363266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -359592.687500 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -359592.7 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -360430.593750 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -360430.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -360661.562500 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -360661.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -360836.062500 Penalty: 4073.971680
	Iteration 3F: 3 clusters Score -360836.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -360994.000000 Penalty: 4073.971680
	Iteration 4Q: 3 clusters Score -360994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -361149.218750 Penalty: 4073.971680
	Iteration 5Q: 3 clusters Score -361149.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361300.843750 Penalty: 4073.971680
	Iteration 6Q: 3 clusters Score -361300.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -361436.687500 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -361436.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -361600.437500 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -361600.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -361758.781250 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -361758.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -361912.406250 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -361912.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -362019.281250 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -362019.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -362088.062500 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -362088.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -362124.062500 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -362124.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -362145.343750 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -362145.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -362169.250000 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -362169.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -362185.656250 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -362185.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -362201.281250 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -362201.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -362217.281250 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -362217.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -362232.156250 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -362232.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -362244.312500 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -362244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -362257.281250 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -362257.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -362268.750000 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -362268.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -362285.031250 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -362285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -362300.875000 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -362300.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -362320.031250 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -362320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -362342.031250 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -362342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -362360.625000 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -362360.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -362376.781250 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -362376.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -362400.000000 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -362400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -362418.312500 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -362418.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -362428.843750 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -362428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -362444.468750 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -362444.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -362462.656250 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -362462.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -362495.343750 Penalty: 4073.971680
	Iteration 34Q: 3 clusters Score -362495.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -362540.562500 Penalty: 4073.971680
	Iteration 35Q: 3 clusters Score -362540.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -362589.656250 Penalty: 4073.971680
	Iteration 36Q: 3 clusters Score -362589.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -362675.843750 Penalty: 4073.971680
	Iteration 37Q: 3 clusters Score -362675.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -362816.437500 Penalty: 4073.971680
	Iteration 38Q: 3 clusters Score -362816.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -362917.656250 Penalty: 4073.971680
	Iteration 39Q: 3 clusters Score -362917.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -362946.218750 Penalty: 4073.971680
	Iteration 40F: 3 clusters Score -362946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -362960.718750 Penalty: 4073.971680
	Iteration 41Q: 3 clusters Score -362960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -362968.531250 Penalty: 4073.971680
	Iteration 42Q: 3 clusters Score -362968.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -362976.156250 Penalty: 4073.971680
	Iteration 43Q: 3 clusters Score -362976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -362979.656250 Penalty: 4073.971680
	Iteration 44Q: 3 clusters Score -362979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -362980.562500 Penalty: 4073.971680
	Iteration 45Q: 3 clusters Score -362980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -362981.031250 Penalty: 4073.971680
	Iteration 46Q: 3 clusters Score -362981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -362981.031250 Penalty: 4073.971680
	Iteration 47F: 3 clusters Score -362981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -97340.039062 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -97340.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95345.640625 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -95345.64 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -95687.085938 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -95687.09 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95838.625000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -95838.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95933.867188 Penalty: 3454.679688
	Iteration 3Q: 3 clusters Score -95933.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96043.937500 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -96043.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96168.921875 Penalty: 3454.679688
	Iteration 5F: 3 clusters Score -96168.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96278.726562 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -96278.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96355.781250 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -96355.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96426.304688 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -96426.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96458.570312 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -96458.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96474.289062 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -96474.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96482.140625 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -96482.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96486.328125 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -96486.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96489.242188 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -96489.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96489.242188 Penalty: 3454.679688
	Iteration 14F: 3 clusters Score -96489.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (22355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Entering Unmasked Estep 
Score: -1648543.250000 Penalty: 2483.671631
	Iteration 0F: 2 clusters Score -1648543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1632832.625000 Penalty: 4967.343262
	Iteration 0F: 3 clusters Score -1632833 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1638655.875000 Penalty: 4967.343262
	Iteration 1F: 3 clusters Score -1638656 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1639269.250000 Penalty: 4967.343262
	Iteration 2F: 3 clusters Score -1639269 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1639791.250000 Penalty: 4967.343262
	Iteration 3F: 3 clusters Score -1639791 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1640213.500000 Penalty: 4967.343262
	Iteration 4Q: 3 clusters Score -1640214 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1640615.625000 Penalty: 4967.343262
	Iteration 5Q: 3 clusters Score -1640616 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1641042.625000 Penalty: 4967.343262
	Iteration 6Q: 3 clusters Score -1641043 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1641552.000000 Penalty: 4967.343262
	Iteration 7Q: 3 clusters Score -1641552 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1642189.125000 Penalty: 4967.343262
	Iteration 8Q: 3 clusters Score -1642189 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1642903.750000 Penalty: 4967.343262
	Iteration 9Q: 3 clusters Score -1642904 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1643684.250000 Penalty: 4967.343262
	Iteration 10Q: 3 clusters Score -1643684 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1644463.625000 Penalty: 4967.343262
	Iteration 11Q: 3 clusters Score -1644464 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1645164.500000 Penalty: 4967.343262
	Iteration 12Q: 3 clusters Score -1645164 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -1645713.375000 Penalty: 4967.343262
	Iteration 13Q: 3 clusters Score -1645713 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1646167.125000 Penalty: 4967.343262
	Iteration 14Q: 3 clusters Score -1646167 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -1646519.500000 Penalty: 4967.343262
	Iteration 15Q: 3 clusters Score -1646520 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -1646755.375000 Penalty: 4967.343262
	Iteration 16Q: 3 clusters Score -1646755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1646941.875000 Penalty: 4967.343262
	Iteration 17Q: 3 clusters Score -1646942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1647070.250000 Penalty: 4967.343262
	Iteration 18Q: 3 clusters Score -1647070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1647164.875000 Penalty: 4967.343262
	Iteration 19Q: 3 clusters Score -1647165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1647222.500000 Penalty: 4967.343262
	Iteration 20F: 3 clusters Score -1647222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1647252.750000 Penalty: 4967.343262
	Iteration 21Q: 3 clusters Score -1647253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -1647282.750000 Penalty: 4967.343262
	Iteration 22Q: 3 clusters Score -1647283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1647299.875000 Penalty: 4967.343262
	Iteration 23Q: 3 clusters Score -1647300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1647318.875000 Penalty: 4967.343262
	Iteration 24Q: 3 clusters Score -1647319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1647337.625000 Penalty: 4967.343262
	Iteration 25Q: 3 clusters Score -1647338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1647343.250000 Penalty: 4967.343262
	Iteration 26Q: 3 clusters Score -1647343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -1647346.375000 Penalty: 4967.343262
	Iteration 27Q: 3 clusters Score -1647346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -1647354.375000 Penalty: 4967.343262
	Iteration 28Q: 3 clusters Score -1647354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1647362.875000 Penalty: 4967.343262
	Iteration 29Q: 3 clusters Score -1647363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -1647367.500000 Penalty: 4967.343262
	Iteration 30Q: 3 clusters Score -1647368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1647372.375000 Penalty: 4967.343262
	Iteration 31Q: 3 clusters Score -1647372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -1647373.125000 Penalty: 4967.343262
	Iteration 32Q: 3 clusters Score -1647373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -1647377.750000 Penalty: 4967.343262
	Iteration 33Q: 3 clusters Score -1647378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1647376.375000 Penalty: 4967.343262
	Iteration 34Q: 3 clusters Score -1647376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -1647376.125000 Penalty: 4967.343262
	Iteration 35Q: 3 clusters Score -1647376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -1647376.125000 Penalty: 4967.343262
	Iteration 36F: 3 clusters Score -1647376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -237619.078125 Penalty: 2004.282471
	Iteration 0F: 2 clusters Score -237619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -234240.328125 Penalty: 4008.564941
	Iteration 0F: 3 clusters Score -234240.3 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -234924.375000 Penalty: 4008.564941
	Iteration 1F: 3 clusters Score -234924.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -235073.031250 Penalty: 4008.564941
	Iteration 2F: 3 clusters Score -235073 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -235147.500000 Penalty: 4008.564941
	Iteration 3Q: 3 clusters Score -235147.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -235188.500000 Penalty: 4008.564941
	Iteration 4Q: 3 clusters Score -235188.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -235224.781250 Penalty: 4008.564941
	Iteration 5Q: 3 clusters Score -235224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -235252.750000 Penalty: 4008.564941
	Iteration 6Q: 3 clusters Score -235252.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -235268.328125 Penalty: 4008.564941
	Iteration 7Q: 3 clusters Score -235268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -235279.812500 Penalty: 4008.564941
	Iteration 8Q: 3 clusters Score -235279.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -235289.140625 Penalty: 4008.564941
	Iteration 9Q: 3 clusters Score -235289.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -235301.515625 Penalty: 4008.564941
	Iteration 10Q: 3 clusters Score -235301.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -235312.390625 Penalty: 4008.564941
	Iteration 11Q: 3 clusters Score -235312.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -235323.718750 Penalty: 4008.564941
	Iteration 12Q: 3 clusters Score -235323.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -235332.296875 Penalty: 4008.564941
	Iteration 13Q: 3 clusters Score -235332.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -235344.015625 Penalty: 4008.564941
	Iteration 14Q: 3 clusters Score -235344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -235354.546875 Penalty: 4008.564941
	Iteration 15Q: 3 clusters Score -235354.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -235362.000000 Penalty: 4008.564941
	Iteration 16Q: 3 clusters Score -235362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -235367.625000 Penalty: 4008.564941
	Iteration 17Q: 3 clusters Score -235367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -235372.875000 Penalty: 4008.564941
	Iteration 18Q: 3 clusters Score -235372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -235377.531250 Penalty: 4008.564941
	Iteration 19Q: 3 clusters Score -235377.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -235382.750000 Penalty: 4008.564941
	Iteration 20F: 3 clusters Score -235382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -235390.187500 Penalty: 4008.564941
	Iteration 21Q: 3 clusters Score -235390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -235396.468750 Penalty: 4008.564941
	Iteration 22Q: 3 clusters Score -235396.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -235402.296875 Penalty: 4008.564941
	Iteration 23Q: 3 clusters Score -235402.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -235410.953125 Penalty: 4008.564941
	Iteration 24Q: 3 clusters Score -235411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -235421.000000 Penalty: 4008.564941
	Iteration 25Q: 3 clusters Score -235421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -235430.937500 Penalty: 4008.564941
	Iteration 26Q: 3 clusters Score -235430.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -235440.171875 Penalty: 4008.564941
	Iteration 27Q: 3 clusters Score -235440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -235447.828125 Penalty: 4008.564941
	Iteration 28Q: 3 clusters Score -235447.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -235454.265625 Penalty: 4008.564941
	Iteration 29Q: 3 clusters Score -235454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -235461.000000 Penalty: 4008.564941
	Iteration 30Q: 3 clusters Score -235461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -235471.937500 Penalty: 4008.564941
	Iteration 31Q: 3 clusters Score -235471.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -235486.093750 Penalty: 4008.564941
	Iteration 32Q: 3 clusters Score -235486.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -235502.828125 Penalty: 4008.564941
	Iteration 33Q: 3 clusters Score -235502.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -235518.234375 Penalty: 4008.564941
	Iteration 34Q: 3 clusters Score -235518.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -235531.250000 Penalty: 4008.564941
	Iteration 35Q: 3 clusters Score -235531.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -235543.125000 Penalty: 4008.564941
	Iteration 36Q: 3 clusters Score -235543.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -235561.093750 Penalty: 4008.564941
	Iteration 37Q: 3 clusters Score -235561.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -235583.187500 Penalty: 4008.564941
	Iteration 38Q: 3 clusters Score -235583.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -235603.093750 Penalty: 4008.564941
	Iteration 39Q: 3 clusters Score -235603.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -235616.218750 Penalty: 4008.564941
	Iteration 40F: 3 clusters Score -235616.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -235630.687500 Penalty: 4008.564941
	Iteration 41Q: 3 clusters Score -235630.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -235640.125000 Penalty: 4008.564941
	Iteration 42Q: 3 clusters Score -235640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -235645.984375 Penalty: 4008.564941
	Iteration 43Q: 3 clusters Score -235646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -235649.343750 Penalty: 4008.564941
	Iteration 44Q: 3 clusters Score -235649.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -235654.296875 Penalty: 4008.564941
	Iteration 45Q: 3 clusters Score -235654.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -235660.859375 Penalty: 4008.564941
	Iteration 46Q: 3 clusters Score -235660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -235665.578125 Penalty: 4008.564941
	Iteration 47Q: 3 clusters Score -235665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -235671.203125 Penalty: 4008.564941
	Iteration 48Q: 3 clusters Score -235671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -235673.390625 Penalty: 4008.564941
	Iteration 49Q: 3 clusters Score -235673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -235677.140625 Penalty: 4008.564941
	Iteration 50Q: 3 clusters Score -235677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -235678.921875 Penalty: 4008.564941
	Iteration 51Q: 3 clusters Score -235678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -235679.750000 Penalty: 4008.564941
	Iteration 52Q: 3 clusters Score -235679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -235681.500000 Penalty: 4008.564941
	Iteration 53Q: 3 clusters Score -235681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -235683.296875 Penalty: 4008.564941
	Iteration 54Q: 3 clusters Score -235683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -235686.062500 Penalty: 4008.564941
	Iteration 55Q: 3 clusters Score -235686.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -235689.531250 Penalty: 4008.564941
	Iteration 56Q: 3 clusters Score -235689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -235691.921875 Penalty: 4008.564941
	Iteration 57Q: 3 clusters Score -235691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -235695.390625 Penalty: 4008.564941
	Iteration 58Q: 3 clusters Score -235695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -235701.015625 Penalty: 4008.564941
	Iteration 59Q: 3 clusters Score -235701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -235704.406250 Penalty: 4008.564941
	Iteration 60F: 3 clusters Score -235704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -235705.984375 Penalty: 4008.564941
	Iteration 61Q: 3 clusters Score -235706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -235708.328125 Penalty: 4008.564941
	Iteration 62Q: 3 clusters Score -235708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -235709.656250 Penalty: 4008.564941
	Iteration 63Q: 3 clusters Score -235709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -235711.421875 Penalty: 4008.564941
	Iteration 64Q: 3 clusters Score -235711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -235713.343750 Penalty: 4008.564941
	Iteration 65Q: 3 clusters Score -235713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -235717.265625 Penalty: 4008.564941
	Iteration 66Q: 3 clusters Score -235717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -235718.859375 Penalty: 4008.564941
	Iteration 67Q: 3 clusters Score -235718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -235721.578125 Penalty: 4008.564941
	Iteration 68Q: 3 clusters Score -235721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -235723.343750 Penalty: 4008.564941
	Iteration 69Q: 3 clusters Score -235723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -235724.593750 Penalty: 4008.564941
	Iteration 70Q: 3 clusters Score -235724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -235725.390625 Penalty: 4008.564941
	Iteration 71Q: 3 clusters Score -235725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -235726.421875 Penalty: 4008.564941
	Iteration 72Q: 3 clusters Score -235726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -235726.859375 Penalty: 4008.564941
	Iteration 73Q: 3 clusters Score -235726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -235727.500000 Penalty: 4008.564941
	Iteration 74Q: 3 clusters Score -235727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -235727.500000 Penalty: 4008.564941
	Iteration 75F: 3 clusters Score -235727.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -497225.593750 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -497225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -491501.843750 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -491501.8 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -493334.625000 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -493334.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -493747.093750 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -493747.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -494081.718750 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -494081.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -494319.906250 Penalty: 4395.089355
	Iteration 4F: 3 clusters Score -494319.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -494486.281250 Penalty: 4395.089355
	Iteration 5Q: 3 clusters Score -494486.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -494633.843750 Penalty: 4395.089355
	Iteration 6Q: 3 clusters Score -494633.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -494775.218750 Penalty: 4395.089355
	Iteration 7Q: 3 clusters Score -494775.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -494865.718750 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -494865.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -494946.000000 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -494946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -495008.937500 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -495008.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -495068.687500 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -495068.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -495129.906250 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -495129.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -495172.343750 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -495172.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -495207.750000 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -495207.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -495248.062500 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -495248.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -495297.781250 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -495297.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -495357.437500 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -495357.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -495411.781250 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -495411.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -495466.187500 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -495466.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -495512.500000 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -495512.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -495567.718750 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -495567.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -495605.125000 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -495605.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -495628.218750 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -495628.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -495652.468750 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -495652.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -495682.187500 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -495682.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -495711.718750 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -495711.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -495740.562500 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -495740.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -495764.843750 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -495764.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -495788.218750 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -495788.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -495813.187500 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -495813.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -495845.937500 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -495845.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -495873.343750 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -495873.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -495911.250000 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -495911.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -495942.437500 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -495942.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -495968.312500 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -495968.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -495989.000000 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -495989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -496010.687500 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -496010.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -496027.500000 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -496027.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -496032.281250 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -496032.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -496037.656250 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -496037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -496042.406250 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -496042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -496043.125000 Penalty: 4395.089355
	Iteration 42Q: 3 clusters Score -496043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -496046.531250 Penalty: 4395.089355
	Iteration 43Q: 3 clusters Score -496046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -496050.250000 Penalty: 4395.089355
	Iteration 44Q: 3 clusters Score -496050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -496053.562500 Penalty: 4395.089355
	Iteration 45Q: 3 clusters Score -496053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -496055.343750 Penalty: 4395.089355
	Iteration 46Q: 3 clusters Score -496055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -496055.906250 Penalty: 4395.089355
	Iteration 47Q: 3 clusters Score -496055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -496055.906250 Penalty: 4395.089355
	Iteration 48F: 3 clusters Score -496055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -716309.750000 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -716309.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -710476.750000 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -710476.8 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -712017.750000 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -712017.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -712277.937500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -712277.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -712427.312500 Penalty: 4399.988281
	Iteration 3Q: 3 clusters Score -712427.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -712533.562500 Penalty: 4399.988281
	Iteration 4Q: 3 clusters Score -712533.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -712607.687500 Penalty: 4399.988281
	Iteration 5Q: 3 clusters Score -712607.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -712674.312500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -712674.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -712741.625000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -712741.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -712820.562500 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -712820.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -712912.187500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -712912.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -713003.750000 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -713003.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -713111.312500 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -713111.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -713232.437500 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -713232.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -713404.250000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -713404.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -713628.125000 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -713628.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -713876.937500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -713876.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -714173.500000 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -714173.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -714371.125000 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -714371.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -714529.437500 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -714529.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -714640.437500 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -714640.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -714727.625000 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -714727.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -714785.062500 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -714785.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -714819.937500 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -714819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -714841.125000 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -714841.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -714858.062500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -714858.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -714869.062500 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -714869.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -714875.250000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -714875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -714881.125000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -714881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -714881.750000 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -714881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -714882.312500 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -714882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -714882.312500 Penalty: 4399.988281
	Iteration 30F: 3 clusters Score -714882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -538609.750000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -538609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -533683.562500 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -533683.6 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -534880.562500 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -534880.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -535108.187500 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -535108.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -535260.812500 Penalty: 4285.060059
	Iteration 3F: 3 clusters Score -535260.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -535360.687500 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -535360.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -535425.500000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -535425.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -535478.000000 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -535478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -535518.562500 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -535518.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -535545.437500 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -535545.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -535565.875000 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -535565.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -535581.125000 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -535581.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -535593.125000 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -535593.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -535605.312500 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -535605.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -535620.312500 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -535620.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -535631.625000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -535631.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -535650.187500 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -535650.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -535665.687500 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -535665.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -535678.187500 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -535678.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -535694.062500 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -535694.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -535711.375000 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -535711.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -535723.312500 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -535723.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -535734.000000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -535734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -535746.875000 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -535746.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -535759.625000 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -535759.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -535770.437500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -535770.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -535782.000000 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -535782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -535791.375000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -535791.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -535804.062500 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -535804.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -535821.125000 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -535821.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -535843.750000 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -535843.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -535869.312500 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -535869.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -535904.437500 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -535904.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -535934.500000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -535934.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -535972.250000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -535972.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -536007.500000 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -536007.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -536053.187500 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -536053.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -536108.312500 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -536108.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -536159.500000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -536159.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -536214.000000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -536214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -536276.500000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -536276.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -536343.125000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -536343.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -536425.000000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -536425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -536476.812500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -536476.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -536522.625000 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -536522.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -536568.187500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -536568.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -536604.312500 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -536604.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -536640.500000 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -536640.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -536672.937500 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -536672.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -536693.375000 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -536693.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -536712.062500 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -536712.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -536732.187500 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -536732.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -536751.812500 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -536751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -536770.500000 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -536770.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -536789.500000 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -536789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -536803.437500 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -536803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -536815.062500 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -536815.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -536821.062500 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -536821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -536824.125000 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -536824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -536824.937500 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -536824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -536824.937500 Penalty: 4285.060059
	Iteration 59F: 3 clusters Score -536824.9 nChanged 0
21->69 Clusters: Score -150816256.000000, best is -150812080.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1779319 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 84681 members 
Mstep: Class 3 contains 84509 members 
Mstep: Class 4 contains 84400 members 
Mstep: Class 5 contains 84259 members 
Mstep: Class 6 contains 85212 members 
Mstep: Class 7 contains 84509 members 
Mstep: Class 8 contains 84610 members 
Mstep: Class 9 contains 85170 members 
Mstep: Class 10 contains 85083 members 
Mstep: Class 11 contains 85084 members 
Mstep: Class 12 contains 84879 members 
Mstep: Class 13 contains 85525 members 
Mstep: Class 14 contains 84802 members 
Mstep: Class 15 contains 85132 members 
Mstep: Class 16 contains 84669 members 
Mstep: Class 17 contains 84864 members 
Mstep: Class 18 contains 84364 members 
Mstep: Class 19 contains 84059 members 
Mstep: Class 20 contains 84397 members 
Mstep: Class 21 contains 84239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1201.235962 but Gain 3569.156250
Score: -126067976.000000 Penalty: 71383.031250
Iteration 0F: 21 clusters Score -1.26068e+08 nChanged 1687385
Entering Unmasked Mstep 
Mstep: Class 0 contains 2150 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 47532 members 
Mstep: Class 3 contains 28593 members 
Mstep: Class 4 contains 34170 members 
Mstep: Class 5 contains 80357 members 
Mstep: Class 6 contains 127703 members 
Mstep: Class 7 contains 77144 members 
Mstep: Class 8 contains 91217 members 
Mstep: Class 9 contains 65327 members 
Mstep: Class 10 contains 62056 members 
Mstep: Class 11 contains 207703 members 
Mstep: Class 12 contains 51834 members 
Mstep: Class 13 contains 104991 members 
Mstep: Class 14 contains 29850 members 
Mstep: Class 15 contains 110371 members 
Mstep: Class 16 contains 40021 members 
Mstep: Class 17 contains 183674 members 
Mstep: Class 18 contains 120437 members 
Mstep: Class 19 contains 207756 members 
Mstep: Class 20 contains 46485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137637888.000000 Penalty: 71383.031250
Iteration 1F: 21 clusters Score -1.376379e+08 nChanged 894346
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 65504 members 
Mstep: Class 3 contains 22170 members 
Mstep: Class 4 contains 35538 members 
Mstep: Class 5 contains 54821 members 
Mstep: Class 6 contains 112145 members 
Mstep: Class 7 contains 52034 members 
Mstep: Class 8 contains 69658 members 
Mstep: Class 9 contains 51599 members 
Mstep: Class 10 contains 15922 members 
Mstep: Class 11 contains 176814 members 
Mstep: Class 12 contains 44803 members 
Mstep: Class 13 contains 79591 members 
Mstep: Class 14 contains 17517 members 
Mstep: Class 15 contains 124777 members 
Mstep: Class 16 contains 23091 members 
Mstep: Class 17 contains 245806 members 
Mstep: Class 18 contains 126215 members 
Mstep: Class 19 contains 384763 members 
Mstep: Class 20 contains 26858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145619520.000000 Penalty: 71383.031250
Iteration 2F: 21 clusters Score -1.456195e+08 nChanged 453731
Entering Unmasked Mstep 
Mstep: Class 0 contains 277 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 78108 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 73689 members 
Mstep: Class 6 contains 140068 members 
Mstep: Class 7 contains 38421 members 
Mstep: Class 8 contains 71080 members 
Mstep: Class 9 contains 41983 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 134889 members 
Mstep: Class 12 contains 68456 members 
Mstep: Class 13 contains 44304 members 
Mstep: Class 14 contains 19651 members 
Mstep: Class 15 contains 145858 members 
Mstep: Class 16 contains 13621 members 
Mstep: Class 17 contains 224665 members 
Mstep: Class 18 contains 158291 members 
Mstep: Class 19 contains 409297 members 
Mstep: Class 20 contains 16656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148203952.000000 Penalty: 71383.031250
Iteration 3F: 21 clusters Score -1.48204e+08 nChanged 291040
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 79562 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 44775 members 
Mstep: Class 5 contains 86191 members 
Mstep: Class 6 contains 164866 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 70482 members 
Mstep: Class 9 contains 31882 members 
Mstep: Class 10 contains 7793 members 
Mstep: Class 11 contains 118704 members 
Mstep: Class 12 contains 89765 members 
Mstep: Class 13 contains 30409 members 
Mstep: Class 14 contains 23068 members 
Mstep: Class 15 contains 140127 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 17 contains 245819 members 
Mstep: Class 18 contains 170232 members 
Mstep: Class 19 contains 397082 members 
Mstep: Class 20 contains 13248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148861024.000000 Penalty: 71383.031250
Iteration 4F: 21 clusters Score -1.48861e+08 nChanged 185200
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 77287 members 
Mstep: Class 3 contains 9212 members 
Mstep: Class 4 contains 35627 members 
Mstep: Class 5 contains 83685 members 
Mstep: Class 6 contains 184525 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 63422 members 
Mstep: Class 9 contains 25156 members 
Mstep: Class 10 contains 9757 members 
Mstep: Class 11 contains 127769 members 
Mstep: Class 12 contains 95617 members 
Mstep: Class 13 contains 23271 members 
Mstep: Class 14 contains 24668 members 
Mstep: Class 15 contains 141919 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 240217 members 
Mstep: Class 18 contains 176387 members 
Mstep: Class 19 contains 403609 members 
Mstep: Class 20 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149081552.000000 Penalty: 71383.031250
Iteration 5F: 21 clusters Score -1.490816e+08 nChanged 126647
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 74374 members 
Mstep: Class 3 contains 9992 members 
Mstep: Class 4 contains 29276 members 
Mstep: Class 5 contains 81623 members 
Mstep: Class 6 contains 196016 members 
Mstep: Class 7 contains 21703 members 
Mstep: Class 8 contains 59028 members 
Mstep: Class 9 contains 21000 members 
Mstep: Class 10 contains 10916 members 
Mstep: Class 11 contains 135063 members 
Mstep: Class 12 contains 96668 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 14 contains 26337 members 
Mstep: Class 15 contains 143346 members 
Mstep: Class 16 contains 6800 members 
Mstep: Class 17 contains 243336 members 
Mstep: Class 18 contains 179950 members 
Mstep: Class 19 contains 399550 members 
Mstep: Class 20 contains 12833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149238240.000000 Penalty: 71383.031250
Iteration 6F: 21 clusters Score -1.492382e+08 nChanged 91158
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 71553 members 
Mstep: Class 3 contains 11204 members 
Mstep: Class 4 contains 26341 members 
Mstep: Class 5 contains 80808 members 
Mstep: Class 6 contains 203555 members 
Mstep: Class 7 contains 18611 members 
Mstep: Class 8 contains 56061 members 
Mstep: Class 9 contains 18469 members 
Mstep: Class 10 contains 11396 members 
Mstep: Class 11 contains 140503 members 
Mstep: Class 12 contains 95555 members 
Mstep: Class 13 contains 18600 members 
Mstep: Class 14 contains 27879 members 
Mstep: Class 15 contains 144100 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 252420 members 
Mstep: Class 18 contains 182045 members 
Mstep: Class 19 contains 389173 members 
Mstep: Class 20 contains 13586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149375552.000000 Penalty: 71383.031250
Iteration 7F: 21 clusters Score -1.493756e+08 nChanged 70165
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 69049 members 
Mstep: Class 3 contains 12115 members 
Mstep: Class 4 contains 25853 members 
Mstep: Class 5 contains 79998 members 
Mstep: Class 6 contains 208592 members 
Mstep: Class 7 contains 15472 members 
Mstep: Class 8 contains 53380 members 
Mstep: Class 9 contains 17466 members 
Mstep: Class 10 contains 12178 members 
Mstep: Class 11 contains 145165 members 
Mstep: Class 12 contains 93222 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 29163 members 
Mstep: Class 15 contains 144543 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 266159 members 
Mstep: Class 18 contains 183038 members 
Mstep: Class 19 contains 374104 members 
Mstep: Class 20 contains 15136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149495104.000000 Penalty: 71383.031250
Iteration 8Q: 21 clusters Score -1.494951e+08 nChanged 60505
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 66734 members 
Mstep: Class 3 contains 12797 members 
Mstep: Class 4 contains 26518 members 
Mstep: Class 5 contains 78763 members 
Mstep: Class 6 contains 211509 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 50431 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 149892 members 
Mstep: Class 12 contains 90970 members 
Mstep: Class 13 contains 17473 members 
Mstep: Class 14 contains 30542 members 
Mstep: Class 15 contains 144851 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 280395 members 
Mstep: Class 18 contains 183050 members 
Mstep: Class 19 contains 358889 members 
Mstep: Class 20 contains 17489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149569056.000000 Penalty: 71383.031250
Iteration 9Q: 21 clusters Score -1.495691e+08 nChanged 53724
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 64688 members 
Mstep: Class 3 contains 13358 members 
Mstep: Class 4 contains 27665 members 
Mstep: Class 5 contains 77224 members 
Mstep: Class 6 contains 212549 members 
Mstep: Class 7 contains 10172 members 
Mstep: Class 8 contains 47230 members 
Mstep: Class 9 contains 19014 members 
Mstep: Class 10 contains 13123 members 
Mstep: Class 11 contains 154497 members 
Mstep: Class 12 contains 90825 members 
Mstep: Class 13 contains 17058 members 
Mstep: Class 14 contains 32004 members 
Mstep: Class 15 contains 145064 members 
Mstep: Class 16 contains 5982 members 
Mstep: Class 17 contains 290382 members 
Mstep: Class 18 contains 182435 members 
Mstep: Class 19 contains 348104 members 
Mstep: Class 20 contains 18957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149606000.000000 Penalty: 71383.031250
Iteration 10Q: 21 clusters Score -1.49606e+08 nChanged 47224
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 62958 members 
Mstep: Class 3 contains 13847 members 
Mstep: Class 4 contains 28638 members 
Mstep: Class 5 contains 76666 members 
Mstep: Class 6 contains 212076 members 
Mstep: Class 7 contains 8180 members 
Mstep: Class 8 contains 44000 members 
Mstep: Class 9 contains 20569 members 
Mstep: Class 10 contains 13427 members 
Mstep: Class 11 contains 158868 members 
Mstep: Class 12 contains 90981 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 33586 members 
Mstep: Class 15 contains 145228 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 296534 members 
Mstep: Class 18 contains 181597 members 
Mstep: Class 19 contains 341350 members 
Mstep: Class 20 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149629952.000000 Penalty: 71383.031250
Iteration 11Q: 21 clusters Score -1.4963e+08 nChanged 41072
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 61213 members 
Mstep: Class 3 contains 14154 members 
Mstep: Class 4 contains 28909 members 
Mstep: Class 5 contains 78332 members 
Mstep: Class 6 contains 210453 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 40726 members 
Mstep: Class 9 contains 22038 members 
Mstep: Class 10 contains 13644 members 
Mstep: Class 11 contains 162458 members 
Mstep: Class 12 contains 91430 members 
Mstep: Class 13 contains 16428 members 
Mstep: Class 14 contains 35127 members 
Mstep: Class 15 contains 145338 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 300582 members 
Mstep: Class 18 contains 180882 members 
Mstep: Class 19 contains 336860 members 
Mstep: Class 20 contains 20265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149643968.000000 Penalty: 71383.031250
Iteration 12Q: 21 clusters Score -1.49644e+08 nChanged 34956
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 59345 members 
Mstep: Class 3 contains 14374 members 
Mstep: Class 4 contains 28322 members 
Mstep: Class 5 contains 81796 members 
Mstep: Class 6 contains 208136 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 37947 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 11 contains 165158 members 
Mstep: Class 12 contains 92007 members 
Mstep: Class 13 contains 16276 members 
Mstep: Class 14 contains 36640 members 
Mstep: Class 15 contains 145411 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 303601 members 
Mstep: Class 18 contains 180223 members 
Mstep: Class 19 contains 333481 members 
Mstep: Class 20 contains 20227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657328.000000 Penalty: 71383.031250
Iteration 13Q: 21 clusters Score -1.496573e+08 nChanged 29362
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 57484 members 
Mstep: Class 3 contains 14484 members 
Mstep: Class 4 contains 27238 members 
Mstep: Class 5 contains 85765 members 
Mstep: Class 6 contains 205510 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 36039 members 
Mstep: Class 9 contains 24156 members 
Mstep: Class 10 contains 14024 members 
Mstep: Class 11 contains 167029 members 
Mstep: Class 12 contains 92702 members 
Mstep: Class 13 contains 16212 members 
Mstep: Class 14 contains 38016 members 
Mstep: Class 15 contains 145467 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 305768 members 
Mstep: Class 18 contains 179680 members 
Mstep: Class 19 contains 330990 members 
Mstep: Class 20 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668208.000000 Penalty: 71383.031250
Iteration 14Q: 21 clusters Score -1.496682e+08 nChanged 23961
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 56049 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 26167 members 
Mstep: Class 5 contains 89317 members 
Mstep: Class 6 contains 202792 members 
Mstep: Class 7 contains 4175 members 
Mstep: Class 8 contains 35069 members 
Mstep: Class 9 contains 24805 members 
Mstep: Class 10 contains 14210 members 
Mstep: Class 11 contains 168216 members 
Mstep: Class 12 contains 93342 members 
Mstep: Class 13 contains 16182 members 
Mstep: Class 14 contains 39197 members 
Mstep: Class 15 contains 145505 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 307077 members 
Mstep: Class 18 contains 179267 members 
Mstep: Class 19 contains 329427 members 
Mstep: Class 20 contains 19293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680848.000000 Penalty: 71383.031250
Iteration 15Q: 21 clusters Score -1.496808e+08 nChanged 19377
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 55184 members 
Mstep: Class 3 contains 14467 members 
Mstep: Class 4 contains 25241 members 
Mstep: Class 5 contains 92283 members 
Mstep: Class 6 contains 200124 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 34700 members 
Mstep: Class 9 contains 25346 members 
Mstep: Class 10 contains 14348 members 
Mstep: Class 11 contains 168771 members 
Mstep: Class 12 contains 93951 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 40173 members 
Mstep: Class 15 contains 145544 members 
Mstep: Class 16 contains 5694 members 
Mstep: Class 17 contains 307590 members 
Mstep: Class 18 contains 178918 members 
Mstep: Class 19 contains 328726 members 
Mstep: Class 20 contains 18487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149693024.000000 Penalty: 71383.031250
Iteration 16Q: 21 clusters Score -1.49693e+08 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 54799 members 
Mstep: Class 3 contains 14305 members 
Mstep: Class 4 contains 24441 members 
Mstep: Class 5 contains 94730 members 
Mstep: Class 6 contains 197537 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 9 contains 25800 members 
Mstep: Class 10 contains 14534 members 
Mstep: Class 11 contains 168992 members 
Mstep: Class 12 contains 94587 members 
Mstep: Class 13 contains 16175 members 
Mstep: Class 14 contains 40903 members 
Mstep: Class 15 contains 145568 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 307857 members 
Mstep: Class 18 contains 178613 members 
Mstep: Class 19 contains 328307 members 
Mstep: Class 20 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149703760.000000 Penalty: 71383.031250
Iteration 17Q: 21 clusters Score -1.497038e+08 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 54738 members 
Mstep: Class 3 contains 14109 members 
Mstep: Class 4 contains 23680 members 
Mstep: Class 5 contains 96629 members 
Mstep: Class 6 contains 195201 members 
Mstep: Class 7 contains 3405 members 
Mstep: Class 8 contains 35097 members 
Mstep: Class 9 contains 26195 members 
Mstep: Class 10 contains 14652 members 
Mstep: Class 11 contains 168931 members 
Mstep: Class 12 contains 95188 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 41523 members 
Mstep: Class 15 contains 145588 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 307981 members 
Mstep: Class 18 contains 178333 members 
Mstep: Class 19 contains 328064 members 
Mstep: Class 20 contains 17328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149710672.000000 Penalty: 71383.031250
Iteration 18Q: 21 clusters Score -1.497107e+08 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 54798 members 
Mstep: Class 3 contains 13937 members 
Mstep: Class 4 contains 23072 members 
Mstep: Class 5 contains 97984 members 
Mstep: Class 6 contains 193179 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 35502 members 
Mstep: Class 9 contains 26545 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 168755 members 
Mstep: Class 12 contains 95795 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 41936 members 
Mstep: Class 15 contains 145602 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 307972 members 
Mstep: Class 18 contains 178076 members 
Mstep: Class 19 contains 327947 members 
Mstep: Class 20 contains 17131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149718816.000000 Penalty: 71383.031250
Iteration 19Q: 21 clusters Score -1.497188e+08 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 54902 members 
Mstep: Class 3 contains 13781 members 
Mstep: Class 4 contains 22587 members 
Mstep: Class 5 contains 99050 members 
Mstep: Class 6 contains 191429 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 35783 members 
Mstep: Class 9 contains 26861 members 
Mstep: Class 10 contains 14782 members 
Mstep: Class 11 contains 168444 members 
Mstep: Class 12 contains 96462 members 
Mstep: Class 13 contains 16229 members 
Mstep: Class 14 contains 42179 members 
Mstep: Class 15 contains 145613 members 
Mstep: Class 16 contains 5859 members 
Mstep: Class 17 contains 307986 members 
Mstep: Class 18 contains 177841 members 
Mstep: Class 19 contains 327757 members 
Mstep: Class 20 contains 17046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149744848.000000 Penalty: 71383.031250
Iteration 20F: 21 clusters Score -1.497448e+08 nChanged 17545
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 51464 members 
Mstep: Class 3 contains 13645 members 
Mstep: Class 4 contains 21295 members 
Mstep: Class 5 contains 101049 members 
Mstep: Class 6 contains 189534 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 40024 members 
Mstep: Class 9 contains 27158 members 
Mstep: Class 10 contains 17572 members 
Mstep: Class 11 contains 167979 members 
Mstep: Class 12 contains 96886 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 42335 members 
Mstep: Class 15 contains 145614 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 305834 members 
Mstep: Class 18 contains 177599 members 
Mstep: Class 19 contains 327634 members 
Mstep: Class 20 contains 15640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149782384.000000 Penalty: 71383.031250
Iteration 21Q: 21 clusters Score -1.497824e+08 nChanged 19838
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 48542 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 20228 members 
Mstep: Class 5 contains 102629 members 
Mstep: Class 6 contains 187640 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 44064 members 
Mstep: Class 9 contains 27443 members 
Mstep: Class 10 contains 19366 members 
Mstep: Class 11 contains 167805 members 
Mstep: Class 12 contains 97256 members 
Mstep: Class 13 contains 16028 members 
Mstep: Class 14 contains 42488 members 
Mstep: Class 15 contains 145620 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 304648 members 
Mstep: Class 18 contains 177376 members 
Mstep: Class 19 contains 327009 members 
Mstep: Class 20 contains 14955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149800928.000000 Penalty: 71383.031250
Iteration 22Q: 21 clusters Score -1.498009e+08 nChanged 16984
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 45791 members 
Mstep: Class 3 contains 13452 members 
Mstep: Class 4 contains 19335 members 
Mstep: Class 5 contains 103997 members 
Mstep: Class 6 contains 185966 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 48075 members 
Mstep: Class 9 contains 27730 members 
Mstep: Class 10 contains 20362 members 
Mstep: Class 11 contains 167546 members 
Mstep: Class 12 contains 97506 members 
Mstep: Class 13 contains 15853 members 
Mstep: Class 14 contains 42587 members 
Mstep: Class 15 contains 145626 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 303902 members 
Mstep: Class 18 contains 177162 members 
Mstep: Class 19 contains 326479 members 
Mstep: Class 20 contains 14413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149816592.000000 Penalty: 71383.031250
Iteration 23Q: 21 clusters Score -1.498166e+08 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 43066 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 105164 members 
Mstep: Class 6 contains 184386 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 52036 members 
Mstep: Class 9 contains 27977 members 
Mstep: Class 10 contains 21276 members 
Mstep: Class 11 contains 167314 members 
Mstep: Class 12 contains 97719 members 
Mstep: Class 13 contains 15716 members 
Mstep: Class 14 contains 42709 members 
Mstep: Class 15 contains 145619 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 303356 members 
Mstep: Class 18 contains 176957 members 
Mstep: Class 19 contains 325977 members 
Mstep: Class 20 contains 13721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149829904.000000 Penalty: 71383.031250
Iteration 24Q: 21 clusters Score -1.498299e+08 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 40302 members 
Mstep: Class 3 contains 13294 members 
Mstep: Class 4 contains 17923 members 
Mstep: Class 5 contains 106089 members 
Mstep: Class 6 contains 183027 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 55899 members 
Mstep: Class 9 contains 28190 members 
Mstep: Class 10 contains 21923 members 
Mstep: Class 11 contains 167099 members 
Mstep: Class 12 contains 97958 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 42812 members 
Mstep: Class 15 contains 145607 members 
Mstep: Class 16 contains 5079 members 
Mstep: Class 17 contains 303007 members 
Mstep: Class 18 contains 176780 members 
Mstep: Class 19 contains 325536 members 
Mstep: Class 20 contains 13400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149840448.000000 Penalty: 71383.031250
Iteration 25Q: 21 clusters Score -1.498404e+08 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 37983 members 
Mstep: Class 3 contains 13211 members 
Mstep: Class 4 contains 17393 members 
Mstep: Class 5 contains 106873 members 
Mstep: Class 6 contains 181965 members 
Mstep: Class 7 contains 2632 members 
Mstep: Class 8 contains 58941 members 
Mstep: Class 9 contains 28376 members 
Mstep: Class 10 contains 22436 members 
Mstep: Class 11 contains 167015 members 
Mstep: Class 12 contains 98193 members 
Mstep: Class 13 contains 15490 members 
Mstep: Class 14 contains 42899 members 
Mstep: Class 15 contains 145584 members 
Mstep: Class 16 contains 4830 members 
Mstep: Class 17 contains 302765 members 
Mstep: Class 18 contains 176618 members 
Mstep: Class 19 contains 325199 members 
Mstep: Class 20 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149848400.000000 Penalty: 71383.031250
Iteration 26Q: 21 clusters Score -1.498484e+08 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 36701 members 
Mstep: Class 3 contains 13151 members 
Mstep: Class 4 contains 16924 members 
Mstep: Class 5 contains 107527 members 
Mstep: Class 6 contains 181143 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 60669 members 
Mstep: Class 9 contains 28570 members 
Mstep: Class 10 contains 22778 members 
Mstep: Class 11 contains 166996 members 
Mstep: Class 12 contains 98416 members 
Mstep: Class 13 contains 15421 members 
Mstep: Class 14 contains 42986 members 
Mstep: Class 15 contains 145563 members 
Mstep: Class 16 contains 4662 members 
Mstep: Class 17 contains 302677 members 
Mstep: Class 18 contains 176456 members 
Mstep: Class 19 contains 324879 members 
Mstep: Class 20 contains 13470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149854656.000000 Penalty: 71383.031250
Iteration 27Q: 21 clusters Score -1.498547e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 36039 members 
Mstep: Class 3 contains 13079 members 
Mstep: Class 4 contains 16528 members 
Mstep: Class 5 contains 108060 members 
Mstep: Class 6 contains 180486 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 61608 members 
Mstep: Class 9 contains 28765 members 
Mstep: Class 10 contains 23087 members 
Mstep: Class 11 contains 166935 members 
Mstep: Class 12 contains 98656 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 145547 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 17 contains 302565 members 
Mstep: Class 18 contains 176295 members 
Mstep: Class 19 contains 324625 members 
Mstep: Class 20 contains 13442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149858784.000000 Penalty: 71383.031250
Iteration 28Q: 21 clusters Score -1.498588e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 35704 members 
Mstep: Class 3 contains 13023 members 
Mstep: Class 4 contains 16174 members 
Mstep: Class 5 contains 108581 members 
Mstep: Class 6 contains 179979 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 62144 members 
Mstep: Class 9 contains 28919 members 
Mstep: Class 10 contains 23322 members 
Mstep: Class 11 contains 166837 members 
Mstep: Class 12 contains 98874 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 43143 members 
Mstep: Class 15 contains 145526 members 
Mstep: Class 16 contains 4718 members 
Mstep: Class 17 contains 302488 members 
Mstep: Class 18 contains 176162 members 
Mstep: Class 19 contains 324422 members 
Mstep: Class 20 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149861040.000000 Penalty: 71383.031250
Iteration 29Q: 21 clusters Score -1.49861e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 35562 members 
Mstep: Class 3 contains 12974 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 109015 members 
Mstep: Class 6 contains 179600 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 62399 members 
Mstep: Class 9 contains 29040 members 
Mstep: Class 10 contains 23523 members 
Mstep: Class 11 contains 166680 members 
Mstep: Class 12 contains 99103 members 
Mstep: Class 13 contains 15386 members 
Mstep: Class 14 contains 43210 members 
Mstep: Class 15 contains 145522 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 302400 members 
Mstep: Class 18 contains 176062 members 
Mstep: Class 19 contains 324293 members 
Mstep: Class 20 contains 13203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149862976.000000 Penalty: 71383.031250
Iteration 30Q: 21 clusters Score -1.49863e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 35477 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 15730 members 
Mstep: Class 5 contains 109399 members 
Mstep: Class 6 contains 179264 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 62562 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 23670 members 
Mstep: Class 11 contains 166489 members 
Mstep: Class 12 contains 99377 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 43252 members 
Mstep: Class 15 contains 145517 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 17 contains 302351 members 
Mstep: Class 18 contains 175965 members 
Mstep: Class 19 contains 324169 members 
Mstep: Class 20 contains 13068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149864960.000000 Penalty: 71383.031250
Iteration 31Q: 21 clusters Score -1.49865e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 35425 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 109743 members 
Mstep: Class 6 contains 178999 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 62653 members 
Mstep: Class 9 contains 29237 members 
Mstep: Class 10 contains 23827 members 
Mstep: Class 11 contains 166270 members 
Mstep: Class 12 contains 99664 members 
Mstep: Class 13 contains 15382 members 
Mstep: Class 14 contains 43280 members 
Mstep: Class 15 contains 145515 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 302306 members 
Mstep: Class 18 contains 175879 members 
Mstep: Class 19 contains 324054 members 
Mstep: Class 20 contains 12960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149866960.000000 Penalty: 71383.031250
Iteration 32Q: 21 clusters Score -1.49867e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 15452 members 
Mstep: Class 5 contains 110034 members 
Mstep: Class 6 contains 178773 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 62698 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 23926 members 
Mstep: Class 11 contains 166049 members 
Mstep: Class 12 contains 99938 members 
Mstep: Class 13 contains 15378 members 
Mstep: Class 14 contains 43317 members 
Mstep: Class 15 contains 145513 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 302273 members 
Mstep: Class 18 contains 175800 members 
Mstep: Class 19 contains 323982 members 
Mstep: Class 20 contains 12800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149868544.000000 Penalty: 71383.031250
Iteration 33Q: 21 clusters Score -1.498685e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 35389 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 15329 members 
Mstep: Class 5 contains 110321 members 
Mstep: Class 6 contains 178591 members 
Mstep: Class 7 contains 2472 members 
Mstep: Class 8 contains 62705 members 
Mstep: Class 9 contains 29399 members 
Mstep: Class 10 contains 24012 members 
Mstep: Class 11 contains 165801 members 
Mstep: Class 12 contains 100205 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 43348 members 
Mstep: Class 15 contains 145512 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 302252 members 
Mstep: Class 18 contains 175735 members 
Mstep: Class 19 contains 323919 members 
Mstep: Class 20 contains 12683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149870896.000000 Penalty: 71383.031250
Iteration 34Q: 21 clusters Score -1.498709e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 35388 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 15211 members 
Mstep: Class 5 contains 110581 members 
Mstep: Class 6 contains 178464 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 8 contains 62688 members 
Mstep: Class 9 contains 29480 members 
Mstep: Class 10 contains 24112 members 
Mstep: Class 11 contains 165531 members 
Mstep: Class 12 contains 100464 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 43379 members 
Mstep: Class 15 contains 145515 members 
Mstep: Class 16 contains 4732 members 
Mstep: Class 17 contains 302231 members 
Mstep: Class 18 contains 175669 members 
Mstep: Class 19 contains 323854 members 
Mstep: Class 20 contains 12549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149873376.000000 Penalty: 71383.031250
Iteration 35Q: 21 clusters Score -1.498734e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 35386 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 15112 members 
Mstep: Class 5 contains 110803 members 
Mstep: Class 6 contains 178343 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 62681 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 24178 members 
Mstep: Class 11 contains 165292 members 
Mstep: Class 12 contains 100711 members 
Mstep: Class 13 contains 15375 members 
Mstep: Class 14 contains 43421 members 
Mstep: Class 15 contains 145514 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 302225 members 
Mstep: Class 18 contains 175609 members 
Mstep: Class 19 contains 323792 members 
Mstep: Class 20 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149874528.000000 Penalty: 71383.031250
Iteration 36Q: 21 clusters Score -1.498745e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 35390 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 15040 members 
Mstep: Class 5 contains 110975 members 
Mstep: Class 6 contains 178221 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 62680 members 
Mstep: Class 9 contains 29601 members 
Mstep: Class 10 contains 24247 members 
Mstep: Class 11 contains 165111 members 
Mstep: Class 12 contains 100921 members 
Mstep: Class 13 contains 15367 members 
Mstep: Class 14 contains 43481 members 
Mstep: Class 15 contains 145512 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 302210 members 
Mstep: Class 18 contains 175558 members 
Mstep: Class 19 contains 323744 members 
Mstep: Class 20 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149874624.000000 Penalty: 71383.031250
Iteration 37Q: 21 clusters Score -1.498746e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 35393 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 111151 members 
Mstep: Class 6 contains 178116 members 
Mstep: Class 7 contains 2435 members 
Mstep: Class 8 contains 62681 members 
Mstep: Class 9 contains 29645 members 
Mstep: Class 10 contains 24303 members 
Mstep: Class 11 contains 164894 members 
Mstep: Class 12 contains 101139 members 
Mstep: Class 13 contains 15363 members 
Mstep: Class 14 contains 43511 members 
Mstep: Class 15 contains 145511 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 302185 members 
Mstep: Class 18 contains 175516 members 
Mstep: Class 19 contains 323721 members 
Mstep: Class 20 contains 12358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149874960.000000 Penalty: 71383.031250
Iteration 38Q: 21 clusters Score -1.49875e+08 nChanged 701
Entering ConstructFrom: 
Score: -149874960.000000 Penalty: 71383.031250
Entering ConstructFrom: 
Trying to split cluster 1 (18685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Entering Unmasked Estep 
Score: -1404424.375000 Penalty: 2439.197998
	Iteration 0F: 2 clusters Score -1404424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1391345.000000 Penalty: 4878.395996
	Iteration 0F: 3 clusters Score -1391345 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1396532.125000 Penalty: 4878.395996
	Iteration 1F: 3 clusters Score -1396532 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1398284.375000 Penalty: 4878.395996
	Iteration 2F: 3 clusters Score -1398284 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1400639.250000 Penalty: 4878.395996
	Iteration 3F: 3 clusters Score -1400639 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1403331.375000 Penalty: 4878.395996
	Iteration 4F: 3 clusters Score -1403331 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1405804.625000 Penalty: 4878.395996
	Iteration 5F: 3 clusters Score -1405805 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1406875.250000 Penalty: 4878.395996
	Iteration 6F: 3 clusters Score -1406875 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1407327.125000 Penalty: 4878.395996
	Iteration 7Q: 3 clusters Score -1407327 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1407602.000000 Penalty: 4878.395996
	Iteration 8Q: 3 clusters Score -1407602 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1407886.250000 Penalty: 4878.395996
	Iteration 9Q: 3 clusters Score -1407886 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1408265.125000 Penalty: 4878.395996
	Iteration 10Q: 3 clusters Score -1408265 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1408675.000000 Penalty: 4878.395996
	Iteration 11Q: 3 clusters Score -1408675 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1409116.875000 Penalty: 4878.395996
	Iteration 12Q: 3 clusters Score -1409117 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1409560.250000 Penalty: 4878.395996
	Iteration 13Q: 3 clusters Score -1409560 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1410057.000000 Penalty: 4878.395996
	Iteration 14Q: 3 clusters Score -1410057 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1410433.000000 Penalty: 4878.395996
	Iteration 15Q: 3 clusters Score -1410433 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1410622.125000 Penalty: 4878.395996
	Iteration 16Q: 3 clusters Score -1410622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1410689.500000 Penalty: 4878.395996
	Iteration 17Q: 3 clusters Score -1410690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1410732.500000 Penalty: 4878.395996
	Iteration 18Q: 3 clusters Score -1410732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1410758.625000 Penalty: 4878.395996
	Iteration 19Q: 3 clusters Score -1410759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1410777.000000 Penalty: 4878.395996
	Iteration 20F: 3 clusters Score -1410777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1410807.125000 Penalty: 4878.395996
	Iteration 21Q: 3 clusters Score -1410807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1410829.375000 Penalty: 4878.395996
	Iteration 22Q: 3 clusters Score -1410829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1410856.375000 Penalty: 4878.395996
	Iteration 23Q: 3 clusters Score -1410856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1410888.250000 Penalty: 4878.395996
	Iteration 24Q: 3 clusters Score -1410888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1410926.000000 Penalty: 4878.395996
	Iteration 25Q: 3 clusters Score -1410926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1410955.625000 Penalty: 4878.395996
	Iteration 26Q: 3 clusters Score -1410956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1410980.250000 Penalty: 4878.395996
	Iteration 27Q: 3 clusters Score -1410980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1411000.125000 Penalty: 4878.395996
	Iteration 28Q: 3 clusters Score -1411000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1411026.875000 Penalty: 4878.395996
	Iteration 29Q: 3 clusters Score -1411027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1411048.625000 Penalty: 4878.395996
	Iteration 30Q: 3 clusters Score -1411049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1411090.125000 Penalty: 4878.395996
	Iteration 31Q: 3 clusters Score -1411090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1411150.625000 Penalty: 4878.395996
	Iteration 32Q: 3 clusters Score -1411151 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1411229.125000 Penalty: 4878.395996
	Iteration 33Q: 3 clusters Score -1411229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1411366.000000 Penalty: 4878.395996
	Iteration 34Q: 3 clusters Score -1411366 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1411628.125000 Penalty: 4878.395996
	Iteration 35Q: 3 clusters Score -1411628 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1412136.125000 Penalty: 4878.395996
	Iteration 36Q: 3 clusters Score -1412136 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1412923.500000 Penalty: 4878.395996
	Iteration 37Q: 3 clusters Score -1412924 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1413567.500000 Penalty: 4878.395996
	Iteration 38Q: 3 clusters Score -1413568 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1413811.875000 Penalty: 4878.395996
	Iteration 39Q: 3 clusters Score -1413812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1413885.000000 Penalty: 4878.395996
	Iteration 40F: 3 clusters Score -1413885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1413902.375000 Penalty: 4878.395996
	Iteration 41Q: 3 clusters Score -1413902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1413906.875000 Penalty: 4878.395996
	Iteration 42Q: 3 clusters Score -1413907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1413911.000000 Penalty: 4878.395996
	Iteration 43Q: 3 clusters Score -1413911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1413919.375000 Penalty: 4878.395996
	Iteration 44Q: 3 clusters Score -1413919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1413917.000000 Penalty: 4878.395996
	Iteration 45Q: 3 clusters Score -1413917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1413915.750000 Penalty: 4878.395996
	Iteration 46Q: 3 clusters Score -1413916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1413914.500000 Penalty: 4878.395996
	Iteration 47Q: 3 clusters Score -1413914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1413916.750000 Penalty: 4878.395996
	Iteration 48Q: 3 clusters Score -1413917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1413916.750000 Penalty: 4878.395996
	Iteration 49F: 3 clusters Score -1413917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 62682 members 
Mstep: Class 9 contains 29687 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Entering Unmasked Estep 
Score: -149884352.000000 Penalty: 74952.187500
Splitting cluster 1 changes total score from -149874960.000000 to -149884352.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (35391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Entering Unmasked Estep 
Score: -2500971.250000 Penalty: 2597.604736
	Iteration 0F: 2 clusters Score -2500971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2477048.750000 Penalty: 5195.209473
	Iteration 0F: 3 clusters Score -2477049 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2490138.500000 Penalty: 5195.209473
	Iteration 1F: 3 clusters Score -2490138 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2499964.750000 Penalty: 5195.209473
	Iteration 2F: 3 clusters Score -2499965 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2509556.750000 Penalty: 5195.209473
	Iteration 3F: 3 clusters Score -2509557 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2514081.000000 Penalty: 5195.209473
	Iteration 4F: 3 clusters Score -2514081 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2515906.750000 Penalty: 5195.209473
	Iteration 5F: 3 clusters Score -2515907 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2516933.000000 Penalty: 5195.209473
	Iteration 6Q: 3 clusters Score -2516933 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2517748.500000 Penalty: 5195.209473
	Iteration 7Q: 3 clusters Score -2517748 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2518501.750000 Penalty: 5195.209473
	Iteration 8Q: 3 clusters Score -2518502 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2519350.500000 Penalty: 5195.209473
	Iteration 9Q: 3 clusters Score -2519350 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2520375.250000 Penalty: 5195.209473
	Iteration 10Q: 3 clusters Score -2520375 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2521679.250000 Penalty: 5195.209473
	Iteration 11Q: 3 clusters Score -2521679 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2522930.750000 Penalty: 5195.209473
	Iteration 12Q: 3 clusters Score -2522931 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2523579.750000 Penalty: 5195.209473
	Iteration 13Q: 3 clusters Score -2523580 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2524022.000000 Penalty: 5195.209473
	Iteration 14Q: 3 clusters Score -2524022 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2524486.000000 Penalty: 5195.209473
	Iteration 15Q: 3 clusters Score -2524486 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2525016.000000 Penalty: 5195.209473
	Iteration 16Q: 3 clusters Score -2525016 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2525551.250000 Penalty: 5195.209473
	Iteration 17Q: 3 clusters Score -2525551 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2525981.000000 Penalty: 5195.209473
	Iteration 18Q: 3 clusters Score -2525981 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2526171.250000 Penalty: 5195.209473
	Iteration 19Q: 3 clusters Score -2526171 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2526357.750000 Penalty: 5195.209473
	Iteration 20F: 3 clusters Score -2526358 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2526422.250000 Penalty: 5195.209473
	Iteration 21Q: 3 clusters Score -2526422 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2526464.250000 Penalty: 5195.209473
	Iteration 22Q: 3 clusters Score -2526464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2526480.250000 Penalty: 5195.209473
	Iteration 23Q: 3 clusters Score -2526480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2526488.000000 Penalty: 5195.209473
	Iteration 24Q: 3 clusters Score -2526488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2526484.500000 Penalty: 5195.209473
	Iteration 25Q: 3 clusters Score -2526484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2526478.250000 Penalty: 5195.209473
	Iteration 26Q: 3 clusters Score -2526478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2526482.750000 Penalty: 5195.209473
	Iteration 27Q: 3 clusters Score -2526483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2526479.750000 Penalty: 5195.209473
	Iteration 28Q: 3 clusters Score -2526480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2526483.500000 Penalty: 5195.209473
	Iteration 29Q: 3 clusters Score -2526484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2526483.500000 Penalty: 5195.209473
	Iteration 30Q: 3 clusters Score -2526484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2526483.500000 Penalty: 5195.209473
	Iteration 31F: 3 clusters Score -2526484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 62682 members 
Mstep: Class 9 contains 29687 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Entering Unmasked Estep 
Score: -149908480.000000 Penalty: 78521.335938
Splitting cluster 2 changes total score from -149874960.000000 to -149908480.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (12930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Entering Unmasked Estep 
Score: -971575.375000 Penalty: 2347.891602
	Iteration 0F: 2 clusters Score -971575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -961991.500000 Penalty: 4695.783203
	Iteration 0F: 3 clusters Score -961991.5 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -965597.875000 Penalty: 4695.783203
	Iteration 1F: 3 clusters Score -965597.9 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -967793.937500 Penalty: 4695.783203
	Iteration 2F: 3 clusters Score -967793.9 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -969999.500000 Penalty: 4695.783203
	Iteration 3F: 3 clusters Score -969999.5 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -971538.875000 Penalty: 4695.783203
	Iteration 4F: 3 clusters Score -971538.9 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -972605.937500 Penalty: 4695.783203
	Iteration 5F: 3 clusters Score -972605.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -973374.687500 Penalty: 4695.783203
	Iteration 6F: 3 clusters Score -973374.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -973836.125000 Penalty: 4695.783203
	Iteration 7Q: 3 clusters Score -973836.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -974138.125000 Penalty: 4695.783203
	Iteration 8Q: 3 clusters Score -974138.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -974356.312500 Penalty: 4695.783203
	Iteration 9Q: 3 clusters Score -974356.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -974612.187500 Penalty: 4695.783203
	Iteration 10Q: 3 clusters Score -974612.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -974902.812500 Penalty: 4695.783203
	Iteration 11Q: 3 clusters Score -974902.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -975149.250000 Penalty: 4695.783203
	Iteration 12Q: 3 clusters Score -975149.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -975263.375000 Penalty: 4695.783203
	Iteration 13Q: 3 clusters Score -975263.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -975325.875000 Penalty: 4695.783203
	Iteration 14Q: 3 clusters Score -975325.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -975367.562500 Penalty: 4695.783203
	Iteration 15Q: 3 clusters Score -975367.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -975384.125000 Penalty: 4695.783203
	Iteration 16Q: 3 clusters Score -975384.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -975392.000000 Penalty: 4695.783203
	Iteration 17Q: 3 clusters Score -975392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -975396.750000 Penalty: 4695.783203
	Iteration 18Q: 3 clusters Score -975396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -975396.812500 Penalty: 4695.783203
	Iteration 19Q: 3 clusters Score -975396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -975398.750000 Penalty: 4695.783203
	Iteration 20F: 3 clusters Score -975398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -975398.375000 Penalty: 4695.783203
	Iteration 21Q: 3 clusters Score -975398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -975395.937500 Penalty: 4695.783203
	Iteration 22Q: 3 clusters Score -975395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -975395.937500 Penalty: 4695.783203
	Iteration 23Q: 3 clusters Score -975395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -975398.312500 Penalty: 4695.783203
	Iteration 24Q: 3 clusters Score -975398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -975400.687500 Penalty: 4695.783203
	Iteration 25Q: 3 clusters Score -975400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -975399.562500 Penalty: 4695.783203
	Iteration 26Q: 3 clusters Score -975399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -975402.437500 Penalty: 4695.783203
	Iteration 27Q: 3 clusters Score -975402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -975406.375000 Penalty: 4695.783203
	Iteration 28Q: 3 clusters Score -975406.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -975406.000000 Penalty: 4695.783203
	Iteration 29Q: 3 clusters Score -975406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -975405.812500 Penalty: 4695.783203
	Iteration 30Q: 3 clusters Score -975405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -975409.312500 Penalty: 4695.783203
	Iteration 31Q: 3 clusters Score -975409.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -975418.500000 Penalty: 4695.783203
	Iteration 32Q: 3 clusters Score -975418.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -975426.500000 Penalty: 4695.783203
	Iteration 33Q: 3 clusters Score -975426.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -975435.687500 Penalty: 4695.783203
	Iteration 34Q: 3 clusters Score -975435.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -975453.000000 Penalty: 4695.783203
	Iteration 35Q: 3 clusters Score -975453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -975490.125000 Penalty: 4695.783203
	Iteration 36Q: 3 clusters Score -975490.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -975593.187500 Penalty: 4695.783203
	Iteration 37Q: 3 clusters Score -975593.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -975883.375000 Penalty: 4695.783203
	Iteration 38Q: 3 clusters Score -975883.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -976575.062500 Penalty: 4695.783203
	Iteration 39Q: 3 clusters Score -976575.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -977791.250000 Penalty: 4695.783203
	Iteration 40F: 3 clusters Score -977791.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -978171.562500 Penalty: 4695.783203
	Iteration 41Q: 3 clusters Score -978171.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -978204.375000 Penalty: 4695.783203
	Iteration 42Q: 3 clusters Score -978204.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -978210.625000 Penalty: 4695.783203
	Iteration 43Q: 3 clusters Score -978210.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -978212.812500 Penalty: 4695.783203
	Iteration 44Q: 3 clusters Score -978212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -978213.125000 Penalty: 4695.783203
	Iteration 45Q: 3 clusters Score -978213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -978216.437500 Penalty: 4695.783203
	Iteration 46Q: 3 clusters Score -978216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -978216.437500 Penalty: 4695.783203
	Iteration 47F: 3 clusters Score -978216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 14930 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 62682 members 
Mstep: Class 9 contains 29687 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Entering Unmasked Estep 
Score: -149914784.000000 Penalty: 82090.492188
Splitting cluster 3 changes total score from -149874960.000000 to -149914784.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (14930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Entering Unmasked Estep 
Score: -1140645.000000 Penalty: 2383.559814
	Iteration 0F: 2 clusters Score -1140645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1129901.125000 Penalty: 4767.119629
	Iteration 0F: 3 clusters Score -1129901 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1133370.875000 Penalty: 4767.119629
	Iteration 1F: 3 clusters Score -1133371 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1134035.625000 Penalty: 4767.119629
	Iteration 2F: 3 clusters Score -1134036 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1135027.500000 Penalty: 4767.119629
	Iteration 3F: 3 clusters Score -1135028 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1136688.625000 Penalty: 4767.119629
	Iteration 4F: 3 clusters Score -1136689 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1138872.250000 Penalty: 4767.119629
	Iteration 5F: 3 clusters Score -1138872 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1140640.875000 Penalty: 4767.119629
	Iteration 6F: 3 clusters Score -1140641 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1141492.125000 Penalty: 4767.119629
	Iteration 7F: 3 clusters Score -1141492 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1141723.875000 Penalty: 4767.119629
	Iteration 8Q: 3 clusters Score -1141724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1141789.000000 Penalty: 4767.119629
	Iteration 9Q: 3 clusters Score -1141789 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1141814.625000 Penalty: 4767.119629
	Iteration 10Q: 3 clusters Score -1141815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1141826.500000 Penalty: 4767.119629
	Iteration 11Q: 3 clusters Score -1141826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1141837.250000 Penalty: 4767.119629
	Iteration 12Q: 3 clusters Score -1141837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1141835.250000 Penalty: 4767.119629
	Iteration 13Q: 3 clusters Score -1141835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1141842.250000 Penalty: 4767.119629
	Iteration 14Q: 3 clusters Score -1141842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1141840.375000 Penalty: 4767.119629
	Iteration 15Q: 3 clusters Score -1141840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1141842.750000 Penalty: 4767.119629
	Iteration 16Q: 3 clusters Score -1141843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1141843.250000 Penalty: 4767.119629
	Iteration 17Q: 3 clusters Score -1141843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1141843.125000 Penalty: 4767.119629
	Iteration 18Q: 3 clusters Score -1141843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1141843.500000 Penalty: 4767.119629
	Iteration 19Q: 3 clusters Score -1141844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1141844.375000 Penalty: 4767.119629
	Iteration 20F: 3 clusters Score -1141844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1141847.875000 Penalty: 4767.119629
	Iteration 21Q: 3 clusters Score -1141848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1141847.500000 Penalty: 4767.119629
	Iteration 22Q: 3 clusters Score -1141848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1141849.125000 Penalty: 4767.119629
	Iteration 23Q: 3 clusters Score -1141849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1141853.125000 Penalty: 4767.119629
	Iteration 24Q: 3 clusters Score -1141853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1141855.625000 Penalty: 4767.119629
	Iteration 25Q: 3 clusters Score -1141856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1141857.625000 Penalty: 4767.119629
	Iteration 26Q: 3 clusters Score -1141858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1141859.750000 Penalty: 4767.119629
	Iteration 27Q: 3 clusters Score -1141860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1141858.500000 Penalty: 4767.119629
	Iteration 28Q: 3 clusters Score -1141858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1141858.500000 Penalty: 4767.119629
	Iteration 29Q: 3 clusters Score -1141858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1141859.125000 Penalty: 4767.119629
	Iteration 30Q: 3 clusters Score -1141859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1141862.000000 Penalty: 4767.119629
	Iteration 31Q: 3 clusters Score -1141862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1141861.500000 Penalty: 4767.119629
	Iteration 32Q: 3 clusters Score -1141862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1141862.375000 Penalty: 4767.119629
	Iteration 33Q: 3 clusters Score -1141862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1141863.750000 Penalty: 4767.119629
	Iteration 34Q: 3 clusters Score -1141864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1141864.125000 Penalty: 4767.119629
	Iteration 35Q: 3 clusters Score -1141864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1141864.125000 Penalty: 4767.119629
	Iteration 36F: 3 clusters Score -1141864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 62682 members 
Mstep: Class 9 contains 29687 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Entering Unmasked Estep 
Score: -149915120.000000 Penalty: 85659.640625
Splitting cluster 4 changes total score from -149874960.000000 to -149915120.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (111302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Entering Unmasked Estep 
Score: -9045350.000000 Penalty: 2881.760742
	Iteration 0F: 2 clusters Score -9045350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -8970693.000000 Penalty: 5763.521484
	Iteration 0F: 3 clusters Score -8970693 nChanged 52935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -9000661.000000 Penalty: 5763.521484
	Iteration 1F: 3 clusters Score -9000661 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -9001307.000000 Penalty: 5763.521484
	Iteration 2Q: 3 clusters Score -9001307 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -9001966.000000 Penalty: 5763.521484
	Iteration 3Q: 3 clusters Score -9001966 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -9002511.000000 Penalty: 5763.521484
	Iteration 4Q: 3 clusters Score -9002511 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -9003239.000000 Penalty: 5763.521484
	Iteration 5Q: 3 clusters Score -9003239 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -9004378.000000 Penalty: 5763.521484
	Iteration 6Q: 3 clusters Score -9004378 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -9006244.000000 Penalty: 5763.521484
	Iteration 7Q: 3 clusters Score -9006244 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -9009565.000000 Penalty: 5763.521484
	Iteration 8F: 3 clusters Score -9009565 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -9014748.000000 Penalty: 5763.521484
	Iteration 9F: 3 clusters Score -9014748 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -9021946.000000 Penalty: 5763.521484
	Iteration 10F: 3 clusters Score -9021946 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -9029388.000000 Penalty: 5763.521484
	Iteration 11F: 3 clusters Score -9029388 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -9035282.000000 Penalty: 5763.521484
	Iteration 12F: 3 clusters Score -9035282 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 105875 members 
Entering Unmasked Estep 
Score: -9038772.000000 Penalty: 5763.521484
	Iteration 13Q: 3 clusters Score -9038772 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -9040783.000000 Penalty: 5763.521484
	Iteration 14Q: 3 clusters Score -9040783 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -9041865.000000 Penalty: 5763.521484
	Iteration 15Q: 3 clusters Score -9041865 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 109209 members 
Entering Unmasked Estep 
Score: -9042371.000000 Penalty: 5763.521484
	Iteration 16Q: 3 clusters Score -9042371 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 109412 members 
Entering Unmasked Estep 
Score: -9042650.000000 Penalty: 5763.521484
	Iteration 17Q: 3 clusters Score -9042650 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -9042759.000000 Penalty: 5763.521484
	Iteration 18Q: 3 clusters Score -9042759 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -9042868.000000 Penalty: 5763.521484
	Iteration 19Q: 3 clusters Score -9042868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -9042952.000000 Penalty: 5763.521484
	Iteration 20F: 3 clusters Score -9042952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -9043017.000000 Penalty: 5763.521484
	Iteration 21Q: 3 clusters Score -9043017 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -9043050.000000 Penalty: 5763.521484
	Iteration 22Q: 3 clusters Score -9043050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -9043079.000000 Penalty: 5763.521484
	Iteration 23Q: 3 clusters Score -9043079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -9043112.000000 Penalty: 5763.521484
	Iteration 24Q: 3 clusters Score -9043112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -9043132.000000 Penalty: 5763.521484
	Iteration 25Q: 3 clusters Score -9043132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -9043143.000000 Penalty: 5763.521484
	Iteration 26Q: 3 clusters Score -9043143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -9043136.000000 Penalty: 5763.521484
	Iteration 27Q: 3 clusters Score -9043136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -9043148.000000 Penalty: 5763.521484
	Iteration 28Q: 3 clusters Score -9043148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -9043139.000000 Penalty: 5763.521484
	Iteration 29Q: 3 clusters Score -9043139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -9043150.000000 Penalty: 5763.521484
	Iteration 30Q: 3 clusters Score -9043150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -9043156.000000 Penalty: 5763.521484
	Iteration 31Q: 3 clusters Score -9043156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -9043163.000000 Penalty: 5763.521484
	Iteration 32Q: 3 clusters Score -9043163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -9043172.000000 Penalty: 5763.521484
	Iteration 33Q: 3 clusters Score -9043172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -9043172.000000 Penalty: 5763.521484
	Iteration 34Q: 3 clusters Score -9043172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 109802 members 
Entering Unmasked Estep 
Score: -9043174.000000 Penalty: 5763.521484
	Iteration 35Q: 3 clusters Score -9043174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -9043152.000000 Penalty: 5763.521484
	Iteration 36Q: 3 clusters Score -9043152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -9043162.000000 Penalty: 5763.521484
	Iteration 37Q: 3 clusters Score -9043162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 109802 members 
Entering Unmasked Estep 
Score: -9043175.000000 Penalty: 5763.521484
	Iteration 38Q: 3 clusters Score -9043175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -9043168.000000 Penalty: 5763.521484
	Iteration 39Q: 3 clusters Score -9043168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 109807 members 
Entering Unmasked Estep 
Score: -9043167.000000 Penalty: 5763.521484
	Iteration 40F: 3 clusters Score -9043167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -9043179.000000 Penalty: 5763.521484
	Iteration 41Q: 3 clusters Score -9043179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -9043182.000000 Penalty: 5763.521484
	Iteration 42Q: 3 clusters Score -9043182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -9043182.000000 Penalty: 5763.521484
	Iteration 43Q: 3 clusters Score -9043182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -9043182.000000 Penalty: 5763.521484
	Iteration 44Q: 3 clusters Score -9043182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 109814 members 
Entering Unmasked Estep 
Score: -9043192.000000 Penalty: 5763.521484
	Iteration 45Q: 3 clusters Score -9043192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -9043192.000000 Penalty: 5763.521484
	Iteration 46Q: 3 clusters Score -9043192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -9043201.000000 Penalty: 5763.521484
	Iteration 47Q: 3 clusters Score -9043201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -9043201.000000 Penalty: 5763.521484
	Iteration 48Q: 3 clusters Score -9043201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 109824 members 
Entering Unmasked Estep 
Score: -9043197.000000 Penalty: 5763.521484
	Iteration 49Q: 3 clusters Score -9043197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 109824 members 
Entering Unmasked Estep 
Score: -9043207.000000 Penalty: 5763.521484
	Iteration 50Q: 3 clusters Score -9043207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -9043209.000000 Penalty: 5763.521484
	Iteration 51Q: 3 clusters Score -9043209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -9043217.000000 Penalty: 5763.521484
	Iteration 52Q: 3 clusters Score -9043217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -9043217.000000 Penalty: 5763.521484
	Iteration 53Q: 3 clusters Score -9043217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -9043228.000000 Penalty: 5763.521484
	Iteration 54Q: 3 clusters Score -9043228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
Score: -9043234.000000 Penalty: 5763.521484
	Iteration 55Q: 3 clusters Score -9043234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -9043229.000000 Penalty: 5763.521484
	Iteration 56Q: 3 clusters Score -9043229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -9043229.000000 Penalty: 5763.521484
	Iteration 57Q: 3 clusters Score -9043229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -9043223.000000 Penalty: 5763.521484
	Iteration 58Q: 3 clusters Score -9043223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -9043229.000000 Penalty: 5763.521484
	Iteration 59Q: 3 clusters Score -9043229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -9043234.000000 Penalty: 5763.521484
	Iteration 60F: 3 clusters Score -9043234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -9043236.000000 Penalty: 5763.521484
	Iteration 61Q: 3 clusters Score -9043236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 109804 members 
Entering Unmasked Estep 
Score: -9043233.000000 Penalty: 5763.521484
	Iteration 62Q: 3 clusters Score -9043233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -9043224.000000 Penalty: 5763.521484
	Iteration 63Q: 3 clusters Score -9043224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 109798 members 
Entering Unmasked Estep 
Score: -9043234.000000 Penalty: 5763.521484
	Iteration 64Q: 3 clusters Score -9043234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -9043237.000000 Penalty: 5763.521484
	Iteration 65Q: 3 clusters Score -9043237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 109795 members 
Entering Unmasked Estep 
Score: -9043244.000000 Penalty: 5763.521484
	Iteration 66Q: 3 clusters Score -9043244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -9043247.000000 Penalty: 5763.521484
	Iteration 67Q: 3 clusters Score -9043247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -9043246.000000 Penalty: 5763.521484
	Iteration 68Q: 3 clusters Score -9043246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -9043245.000000 Penalty: 5763.521484
	Iteration 69Q: 3 clusters Score -9043245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -9043245.000000 Penalty: 5763.521484
	Iteration 70F: 3 clusters Score -9043245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178029 members 
Entering Unmasked Estep 
Score: -14616727.000000 Penalty: 2998.246094
	Iteration 0F: 2 clusters Score -1.461673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -14497452.000000 Penalty: 5996.492188
	Iteration 0F: 3 clusters Score -1.449745e+07 nChanged 85425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -14547512.000000 Penalty: 5996.492188
	Iteration 1F: 3 clusters Score -1.454751e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -14549120.000000 Penalty: 5996.492188
	Iteration 2Q: 3 clusters Score -1.454912e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -14552018.000000 Penalty: 5996.492188
	Iteration 3Q: 3 clusters Score -1.455202e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -14557666.000000 Penalty: 5996.492188
	Iteration 4F: 3 clusters Score -1.455767e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -14566920.000000 Penalty: 5996.492188
	Iteration 5F: 3 clusters Score -1.456692e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127600 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -14578532.000000 Penalty: 5996.492188
	Iteration 6F: 3 clusters Score -1.457853e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -14588967.000000 Penalty: 5996.492188
	Iteration 7F: 3 clusters Score -1.458897e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -14597313.000000 Penalty: 5996.492188
	Iteration 8F: 3 clusters Score -1.459731e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -14603509.000000 Penalty: 5996.492188
	Iteration 9Q: 3 clusters Score -1.460351e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -14607946.000000 Penalty: 5996.492188
	Iteration 10Q: 3 clusters Score -1.460795e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166615 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -14610947.000000 Penalty: 5996.492188
	Iteration 11Q: 3 clusters Score -1.461095e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -14612929.000000 Penalty: 5996.492188
	Iteration 12Q: 3 clusters Score -1.461293e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -14614094.000000 Penalty: 5996.492188
	Iteration 13Q: 3 clusters Score -1.461409e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -14614724.000000 Penalty: 5996.492188
	Iteration 14Q: 3 clusters Score -1.461472e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -14615113.000000 Penalty: 5996.492188
	Iteration 15Q: 3 clusters Score -1.461511e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174620 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -14615398.000000 Penalty: 5996.492188
	Iteration 16Q: 3 clusters Score -1.46154e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -14615546.000000 Penalty: 5996.492188
	Iteration 17Q: 3 clusters Score -1.461555e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175212 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -14615625.000000 Penalty: 5996.492188
	Iteration 18Q: 3 clusters Score -1.461562e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -14615663.000000 Penalty: 5996.492188
	Iteration 19Q: 3 clusters Score -1.461566e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175483 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -14615736.000000 Penalty: 5996.492188
	Iteration 20F: 3 clusters Score -1.461574e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175567 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -14615746.000000 Penalty: 5996.492188
	Iteration 21Q: 3 clusters Score -1.461575e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14615785.000000 Penalty: 5996.492188
	Iteration 22Q: 3 clusters Score -1.461578e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175696 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14615825.000000 Penalty: 5996.492188
	Iteration 23Q: 3 clusters Score -1.461582e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14615844.000000 Penalty: 5996.492188
	Iteration 24Q: 3 clusters Score -1.461584e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175766 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14615852.000000 Penalty: 5996.492188
	Iteration 25Q: 3 clusters Score -1.461585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -14615863.000000 Penalty: 5996.492188
	Iteration 26Q: 3 clusters Score -1.461586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175796 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14615860.000000 Penalty: 5996.492188
	Iteration 27Q: 3 clusters Score -1.461586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -14615861.000000 Penalty: 5996.492188
	Iteration 28Q: 3 clusters Score -1.461586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14615868.000000 Penalty: 5996.492188
	Iteration 29Q: 3 clusters Score -1.461587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175799 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14615868.000000 Penalty: 5996.492188
	Iteration 30Q: 3 clusters Score -1.461587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175796 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -14615864.000000 Penalty: 5996.492188
	Iteration 31Q: 3 clusters Score -1.461586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175800 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -14615873.000000 Penalty: 5996.492188
	Iteration 32Q: 3 clusters Score -1.461587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175801 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -14615866.000000 Penalty: 5996.492188
	Iteration 33Q: 3 clusters Score -1.461587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14615865.000000 Penalty: 5996.492188
	Iteration 34Q: 3 clusters Score -1.461586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14615868.000000 Penalty: 5996.492188
	Iteration 35Q: 3 clusters Score -1.461587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -14615875.000000 Penalty: 5996.492188
	Iteration 36Q: 3 clusters Score -1.461588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14615884.000000 Penalty: 5996.492188
	Iteration 37Q: 3 clusters Score -1.461588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -14615884.000000 Penalty: 5996.492188
	Iteration 38Q: 3 clusters Score -1.461588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -14615885.000000 Penalty: 5996.492188
	Iteration 39Q: 3 clusters Score -1.461588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175818 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -14615884.000000 Penalty: 5996.492188
	Iteration 40F: 3 clusters Score -1.461588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -14615890.000000 Penalty: 5996.492188
	Iteration 41Q: 3 clusters Score -1.461589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175825 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -14615891.000000 Penalty: 5996.492188
	Iteration 42Q: 3 clusters Score -1.461589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -14615903.000000 Penalty: 5996.492188
	Iteration 43Q: 3 clusters Score -1.46159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175835 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -14615908.000000 Penalty: 5996.492188
	Iteration 44Q: 3 clusters Score -1.461591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175841 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14615894.000000 Penalty: 5996.492188
	Iteration 45Q: 3 clusters Score -1.461589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175842 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -14615902.000000 Penalty: 5996.492188
	Iteration 46Q: 3 clusters Score -1.46159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -14615895.000000 Penalty: 5996.492188
	Iteration 47Q: 3 clusters Score -1.46159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -14615895.000000 Penalty: 5996.492188
	Iteration 48F: 3 clusters Score -1.46159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -180867.859375 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -180867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -178024.796875 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -178024.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -178739.218750 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -178739.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -178990.312500 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -178990.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -179202.484375 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -179202.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -179482.875000 Penalty: 3866.232178
	Iteration 4F: 3 clusters Score -179482.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -179784.406250 Penalty: 3866.232178
	Iteration 5F: 3 clusters Score -179784.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -180010.203125 Penalty: 3866.232178
	Iteration 6F: 3 clusters Score -180010.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -180162.312500 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -180162.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -180249.781250 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -180249.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -180315.031250 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -180315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -180360.062500 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -180360.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -180390.718750 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -180390.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -180414.296875 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -180414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -180445.562500 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -180445.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -180471.718750 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -180471.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -180479.593750 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -180479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180484.531250 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -180484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -180487.281250 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -180487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180487.343750 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -180487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180487.343750 Penalty: 3866.232178
	Iteration 19F: 3 clusters Score -180487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Entering Unmasked Estep 
Score: -4910132.000000 Penalty: 2739.365723
	Iteration 0F: 2 clusters Score -4910132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4867836.500000 Penalty: 5478.731445
	Iteration 0F: 3 clusters Score -4867836 nChanged 29327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4885072.000000 Penalty: 5478.731445
	Iteration 1F: 3 clusters Score -4885072 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4886751.000000 Penalty: 5478.731445
	Iteration 2F: 3 clusters Score -4886751 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4889421.000000 Penalty: 5478.731445
	Iteration 3F: 3 clusters Score -4889421 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4893091.500000 Penalty: 5478.731445
	Iteration 4F: 3 clusters Score -4893092 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4896893.500000 Penalty: 5478.731445
	Iteration 5F: 3 clusters Score -4896894 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4899992.000000 Penalty: 5478.731445
	Iteration 6F: 3 clusters Score -4899992 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4902111.500000 Penalty: 5478.731445
	Iteration 7F: 3 clusters Score -4902112 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4903526.000000 Penalty: 5478.731445
	Iteration 8Q: 3 clusters Score -4903526 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4904511.500000 Penalty: 5478.731445
	Iteration 9Q: 3 clusters Score -4904512 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4905311.500000 Penalty: 5478.731445
	Iteration 10Q: 3 clusters Score -4905312 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4906069.500000 Penalty: 5478.731445
	Iteration 11Q: 3 clusters Score -4906070 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4906798.000000 Penalty: 5478.731445
	Iteration 12Q: 3 clusters Score -4906798 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4907438.500000 Penalty: 5478.731445
	Iteration 13Q: 3 clusters Score -4907438 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4908123.000000 Penalty: 5478.731445
	Iteration 14Q: 3 clusters Score -4908123 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -4908669.000000 Penalty: 5478.731445
	Iteration 15Q: 3 clusters Score -4908669 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4909188.000000 Penalty: 5478.731445
	Iteration 16Q: 3 clusters Score -4909188 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4909652.000000 Penalty: 5478.731445
	Iteration 17Q: 3 clusters Score -4909652 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4910064.000000 Penalty: 5478.731445
	Iteration 18Q: 3 clusters Score -4910064 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4910445.500000 Penalty: 5478.731445
	Iteration 19Q: 3 clusters Score -4910446 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4910734.500000 Penalty: 5478.731445
	Iteration 20F: 3 clusters Score -4910734 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4911013.000000 Penalty: 5478.731445
	Iteration 21Q: 3 clusters Score -4911013 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -4911294.000000 Penalty: 5478.731445
	Iteration 22Q: 3 clusters Score -4911294 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4911646.000000 Penalty: 5478.731445
	Iteration 23Q: 3 clusters Score -4911646 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4911983.000000 Penalty: 5478.731445
	Iteration 24Q: 3 clusters Score -4911983 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4912356.000000 Penalty: 5478.731445
	Iteration 25Q: 3 clusters Score -4912356 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4912730.500000 Penalty: 5478.731445
	Iteration 26Q: 3 clusters Score -4912730 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4913059.000000 Penalty: 5478.731445
	Iteration 27Q: 3 clusters Score -4913059 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4913295.000000 Penalty: 5478.731445
	Iteration 28Q: 3 clusters Score -4913295 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4913412.500000 Penalty: 5478.731445
	Iteration 29Q: 3 clusters Score -4913412 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4913470.500000 Penalty: 5478.731445
	Iteration 30Q: 3 clusters Score -4913470 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -4913511.000000 Penalty: 5478.731445
	Iteration 31Q: 3 clusters Score -4913511 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4913534.500000 Penalty: 5478.731445
	Iteration 32Q: 3 clusters Score -4913534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4913576.500000 Penalty: 5478.731445
	Iteration 33Q: 3 clusters Score -4913576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4913571.000000 Penalty: 5478.731445
	Iteration 34Q: 3 clusters Score -4913571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4913573.000000 Penalty: 5478.731445
	Iteration 35Q: 3 clusters Score -4913573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4913555.000000 Penalty: 5478.731445
	Iteration 36Q: 3 clusters Score -4913555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4913561.500000 Penalty: 5478.731445
	Iteration 37Q: 3 clusters Score -4913562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4913557.000000 Penalty: 5478.731445
	Iteration 38Q: 3 clusters Score -4913557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4913560.000000 Penalty: 5478.731445
	Iteration 39Q: 3 clusters Score -4913560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4913556.500000 Penalty: 5478.731445
	Iteration 40F: 3 clusters Score -4913556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4913560.500000 Penalty: 5478.731445
	Iteration 41Q: 3 clusters Score -4913560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4913558.000000 Penalty: 5478.731445
	Iteration 42Q: 3 clusters Score -4913558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4913562.000000 Penalty: 5478.731445
	Iteration 43Q: 3 clusters Score -4913562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4913559.000000 Penalty: 5478.731445
	Iteration 44Q: 3 clusters Score -4913559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4913558.000000 Penalty: 5478.731445
	Iteration 45Q: 3 clusters Score -4913558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4913558.500000 Penalty: 5478.731445
	Iteration 46Q: 3 clusters Score -4913558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4913559.500000 Penalty: 5478.731445
	Iteration 47Q: 3 clusters Score -4913560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4913559.000000 Penalty: 5478.731445
	Iteration 48Q: 3 clusters Score -4913559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4913566.000000 Penalty: 5478.731445
	Iteration 49Q: 3 clusters Score -4913566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4913557.000000 Penalty: 5478.731445
	Iteration 50Q: 3 clusters Score -4913557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4913554.500000 Penalty: 5478.731445
	Iteration 51Q: 3 clusters Score -4913554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4913559.000000 Penalty: 5478.731445
	Iteration 52Q: 3 clusters Score -4913559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4913552.500000 Penalty: 5478.731445
	Iteration 53Q: 3 clusters Score -4913552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4913554.000000 Penalty: 5478.731445
	Iteration 54Q: 3 clusters Score -4913554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4913555.000000 Penalty: 5478.731445
	Iteration 55Q: 3 clusters Score -4913555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4913555.000000 Penalty: 5478.731445
	Iteration 56F: 3 clusters Score -4913555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 29687 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Entering Unmasked Estep 
Score: -149916752.000000 Penalty: 89228.789062
Splitting cluster 8 changes total score from -149874960.000000 to -149916752.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (29687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Entering Unmasked Estep 
Score: -2198056.750000 Penalty: 2554.019287
	Iteration 0F: 2 clusters Score -2198057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2177692.250000 Penalty: 5108.038574
	Iteration 0F: 3 clusters Score -2177692 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2185682.750000 Penalty: 5108.038574
	Iteration 1F: 3 clusters Score -2185683 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2187716.750000 Penalty: 5108.038574
	Iteration 2F: 3 clusters Score -2187717 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2190501.250000 Penalty: 5108.038574
	Iteration 3F: 3 clusters Score -2190501 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2193151.500000 Penalty: 5108.038574
	Iteration 4F: 3 clusters Score -2193152 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2195266.500000 Penalty: 5108.038574
	Iteration 5F: 3 clusters Score -2195266 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2197083.000000 Penalty: 5108.038574
	Iteration 6F: 3 clusters Score -2197083 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2198576.750000 Penalty: 5108.038574
	Iteration 7F: 3 clusters Score -2198577 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2199758.750000 Penalty: 5108.038574
	Iteration 8Q: 3 clusters Score -2199759 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2200757.000000 Penalty: 5108.038574
	Iteration 9Q: 3 clusters Score -2200757 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2201539.750000 Penalty: 5108.038574
	Iteration 10Q: 3 clusters Score -2201540 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2202009.000000 Penalty: 5108.038574
	Iteration 11Q: 3 clusters Score -2202009 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2202278.500000 Penalty: 5108.038574
	Iteration 12Q: 3 clusters Score -2202278 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2202421.000000 Penalty: 5108.038574
	Iteration 13Q: 3 clusters Score -2202421 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2202515.250000 Penalty: 5108.038574
	Iteration 14Q: 3 clusters Score -2202515 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2202574.000000 Penalty: 5108.038574
	Iteration 15Q: 3 clusters Score -2202574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2202590.250000 Penalty: 5108.038574
	Iteration 16Q: 3 clusters Score -2202590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2202612.000000 Penalty: 5108.038574
	Iteration 17Q: 3 clusters Score -2202612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2202621.750000 Penalty: 5108.038574
	Iteration 18Q: 3 clusters Score -2202622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2202629.250000 Penalty: 5108.038574
	Iteration 19Q: 3 clusters Score -2202629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2202633.750000 Penalty: 5108.038574
	Iteration 20F: 3 clusters Score -2202634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2202644.250000 Penalty: 5108.038574
	Iteration 21Q: 3 clusters Score -2202644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2202648.250000 Penalty: 5108.038574
	Iteration 22Q: 3 clusters Score -2202648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2202655.000000 Penalty: 5108.038574
	Iteration 23Q: 3 clusters Score -2202655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2202654.250000 Penalty: 5108.038574
	Iteration 24Q: 3 clusters Score -2202654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2202657.500000 Penalty: 5108.038574
	Iteration 25Q: 3 clusters Score -2202658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2202667.500000 Penalty: 5108.038574
	Iteration 26Q: 3 clusters Score -2202668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2202667.250000 Penalty: 5108.038574
	Iteration 27Q: 3 clusters Score -2202667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2202669.250000 Penalty: 5108.038574
	Iteration 28Q: 3 clusters Score -2202669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2202671.000000 Penalty: 5108.038574
	Iteration 29Q: 3 clusters Score -2202671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2202666.750000 Penalty: 5108.038574
	Iteration 30Q: 3 clusters Score -2202667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2202667.750000 Penalty: 5108.038574
	Iteration 31Q: 3 clusters Score -2202668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2202670.750000 Penalty: 5108.038574
	Iteration 32Q: 3 clusters Score -2202671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2202668.250000 Penalty: 5108.038574
	Iteration 33Q: 3 clusters Score -2202668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2202667.500000 Penalty: 5108.038574
	Iteration 34Q: 3 clusters Score -2202668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2202665.500000 Penalty: 5108.038574
	Iteration 35Q: 3 clusters Score -2202666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2202664.250000 Penalty: 5108.038574
	Iteration 36Q: 3 clusters Score -2202664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2202666.000000 Penalty: 5108.038574
	Iteration 37Q: 3 clusters Score -2202666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2202664.250000 Penalty: 5108.038574
	Iteration 38Q: 3 clusters Score -2202664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2202661.500000 Penalty: 5108.038574
	Iteration 39Q: 3 clusters Score -2202662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -2202662.250000 Penalty: 5108.038574
	Iteration 40F: 3 clusters Score -2202662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 24341 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Entering Unmasked Estep 
Score: -149920912.000000 Penalty: 92797.945312
Splitting cluster 9 changes total score from -149874960.000000 to -149920912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (24341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Entering Unmasked Estep 
Score: -2180051.750000 Penalty: 2504.779541
	Iteration 0F: 2 clusters Score -2180052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2163303.000000 Penalty: 5009.559082
	Iteration 0F: 3 clusters Score -2163303 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2173077.500000 Penalty: 5009.559082
	Iteration 1F: 3 clusters Score -2173078 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2178119.000000 Penalty: 5009.559082
	Iteration 2F: 3 clusters Score -2178119 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2181868.750000 Penalty: 5009.559082
	Iteration 3F: 3 clusters Score -2181869 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2184264.500000 Penalty: 5009.559082
	Iteration 4F: 3 clusters Score -2184264 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2187910.750000 Penalty: 5009.559082
	Iteration 5F: 3 clusters Score -2187911 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2197490.500000 Penalty: 5009.559082
	Iteration 6F: 3 clusters Score -2197490 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2209604.500000 Penalty: 5009.559082
	Iteration 7F: 3 clusters Score -2209604 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2213780.500000 Penalty: 5009.559082
	Iteration 8F: 3 clusters Score -2213780 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2215113.250000 Penalty: 5009.559082
	Iteration 9Q: 3 clusters Score -2215113 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2215534.000000 Penalty: 5009.559082
	Iteration 10Q: 3 clusters Score -2215534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2215628.000000 Penalty: 5009.559082
	Iteration 11Q: 3 clusters Score -2215628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2215662.500000 Penalty: 5009.559082
	Iteration 12Q: 3 clusters Score -2215662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2215675.750000 Penalty: 5009.559082
	Iteration 13Q: 3 clusters Score -2215676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2215686.000000 Penalty: 5009.559082
	Iteration 14Q: 3 clusters Score -2215686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2215692.000000 Penalty: 5009.559082
	Iteration 15Q: 3 clusters Score -2215692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2215697.000000 Penalty: 5009.559082
	Iteration 16Q: 3 clusters Score -2215697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2215697.250000 Penalty: 5009.559082
	Iteration 17Q: 3 clusters Score -2215697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2215695.750000 Penalty: 5009.559082
	Iteration 18Q: 3 clusters Score -2215696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2215700.750000 Penalty: 5009.559082
	Iteration 19Q: 3 clusters Score -2215701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2215701.000000 Penalty: 5009.559082
	Iteration 20F: 3 clusters Score -2215701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2215703.250000 Penalty: 5009.559082
	Iteration 21Q: 3 clusters Score -2215703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2215702.750000 Penalty: 5009.559082
	Iteration 22Q: 3 clusters Score -2215703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2215708.750000 Penalty: 5009.559082
	Iteration 23Q: 3 clusters Score -2215709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2215702.500000 Penalty: 5009.559082
	Iteration 24Q: 3 clusters Score -2215702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2215704.250000 Penalty: 5009.559082
	Iteration 25Q: 3 clusters Score -2215704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2215706.500000 Penalty: 5009.559082
	Iteration 26Q: 3 clusters Score -2215706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2215704.250000 Penalty: 5009.559082
	Iteration 27Q: 3 clusters Score -2215704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2215704.250000 Penalty: 5009.559082
	Iteration 28F: 3 clusters Score -2215704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 164693 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Entering Unmasked Estep 
Score: -149956080.000000 Penalty: 96367.093750
Splitting cluster 10 changes total score from -149874960.000000 to -149956080.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (164693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Entering Unmasked Estep 
Score: -13026386.000000 Penalty: 2978.935791
	Iteration 0F: 2 clusters Score -1.302639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -12916379.000000 Penalty: 5957.871582
	Iteration 0F: 3 clusters Score -1.291638e+07 nChanged 78630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -12962712.000000 Penalty: 5957.871582
	Iteration 1F: 3 clusters Score -1.296271e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -12964144.000000 Penalty: 5957.871582
	Iteration 2Q: 3 clusters Score -1.296414e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -12965836.000000 Penalty: 5957.871582
	Iteration 3Q: 3 clusters Score -1.296584e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -12967995.000000 Penalty: 5957.871582
	Iteration 4Q: 3 clusters Score -1.2968e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -12971468.000000 Penalty: 5957.871582
	Iteration 5Q: 3 clusters Score -1.297147e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -12978215.000000 Penalty: 5957.871582
	Iteration 6F: 3 clusters Score -1.297822e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -12989989.000000 Penalty: 5957.871582
	Iteration 7F: 3 clusters Score -1.298999e+07 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -13006147.000000 Penalty: 5957.871582
	Iteration 8F: 3 clusters Score -1.300615e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131159 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -13021871.000000 Penalty: 5957.871582
	Iteration 9F: 3 clusters Score -1.302187e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133206 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -13033300.000000 Penalty: 5957.871582
	Iteration 10F: 3 clusters Score -1.30333e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132786 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -13039263.000000 Penalty: 5957.871582
	Iteration 11Q: 3 clusters Score -1.303926e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -13041229.000000 Penalty: 5957.871582
	Iteration 12Q: 3 clusters Score -1.304123e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -13042067.000000 Penalty: 5957.871582
	Iteration 13Q: 3 clusters Score -1.304207e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -13042458.000000 Penalty: 5957.871582
	Iteration 14Q: 3 clusters Score -1.304246e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -13042706.000000 Penalty: 5957.871582
	Iteration 15Q: 3 clusters Score -1.304271e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -13042768.000000 Penalty: 5957.871582
	Iteration 16Q: 3 clusters Score -1.304277e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -13042781.000000 Penalty: 5957.871582
	Iteration 17Q: 3 clusters Score -1.304278e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -13042839.000000 Penalty: 5957.871582
	Iteration 18Q: 3 clusters Score -1.304284e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128119 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -13042860.000000 Penalty: 5957.871582
	Iteration 19Q: 3 clusters Score -1.304286e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -13042889.000000 Penalty: 5957.871582
	Iteration 20F: 3 clusters Score -1.304289e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -13042868.000000 Penalty: 5957.871582
	Iteration 21Q: 3 clusters Score -1.304287e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -13042889.000000 Penalty: 5957.871582
	Iteration 22Q: 3 clusters Score -1.304289e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127455 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -13042912.000000 Penalty: 5957.871582
	Iteration 23Q: 3 clusters Score -1.304291e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127359 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -13042906.000000 Penalty: 5957.871582
	Iteration 24Q: 3 clusters Score -1.304291e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127273 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -13042893.000000 Penalty: 5957.871582
	Iteration 25Q: 3 clusters Score -1.304289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -13042897.000000 Penalty: 5957.871582
	Iteration 26Q: 3 clusters Score -1.30429e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127146 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -13042925.000000 Penalty: 5957.871582
	Iteration 27Q: 3 clusters Score -1.304292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -13042913.000000 Penalty: 5957.871582
	Iteration 28Q: 3 clusters Score -1.304291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127063 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -13042887.000000 Penalty: 5957.871582
	Iteration 29Q: 3 clusters Score -1.304289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -13042903.000000 Penalty: 5957.871582
	Iteration 30Q: 3 clusters Score -1.30429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -13042909.000000 Penalty: 5957.871582
	Iteration 31Q: 3 clusters Score -1.304291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -13042916.000000 Penalty: 5957.871582
	Iteration 32Q: 3 clusters Score -1.304292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126997 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -13042905.000000 Penalty: 5957.871582
	Iteration 33Q: 3 clusters Score -1.30429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -13042902.000000 Penalty: 5957.871582
	Iteration 34Q: 3 clusters Score -1.30429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -13042913.000000 Penalty: 5957.871582
	Iteration 35Q: 3 clusters Score -1.304291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -13042905.000000 Penalty: 5957.871582
	Iteration 36Q: 3 clusters Score -1.30429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -13042905.000000 Penalty: 5957.871582
	Iteration 37F: 3 clusters Score -1.30429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 101337 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Entering Unmasked Estep 
Score: -149967424.000000 Penalty: 99936.250000
Splitting cluster 11 changes total score from -149874960.000000 to -149967424.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (101337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Entering Unmasked Estep 
Score: -8122652.500000 Penalty: 2858.499268
	Iteration 0F: 2 clusters Score -8122652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -8054823.500000 Penalty: 5716.998535
	Iteration 0F: 3 clusters Score -8054824 nChanged 48028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -8083265.500000 Penalty: 5716.998535
	Iteration 1F: 3 clusters Score -8083266 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -8085301.000000 Penalty: 5716.998535
	Iteration 2Q: 3 clusters Score -8085301 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -8088576.500000 Penalty: 5716.998535
	Iteration 3F: 3 clusters Score -8088576 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -8093772.000000 Penalty: 5716.998535
	Iteration 4F: 3 clusters Score -8093772 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -8101079.000000 Penalty: 5716.998535
	Iteration 5F: 3 clusters Score -8101079 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -8110300.500000 Penalty: 5716.998535
	Iteration 6F: 3 clusters Score -8110300 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -8118255.500000 Penalty: 5716.998535
	Iteration 7F: 3 clusters Score -8118256 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -8122932.000000 Penalty: 5716.998535
	Iteration 8F: 3 clusters Score -8122932 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -8125437.500000 Penalty: 5716.998535
	Iteration 9Q: 3 clusters Score -8125438 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -8126913.500000 Penalty: 5716.998535
	Iteration 10Q: 3 clusters Score -8126914 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -8127967.000000 Penalty: 5716.998535
	Iteration 11Q: 3 clusters Score -8127967 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -8128733.500000 Penalty: 5716.998535
	Iteration 12Q: 3 clusters Score -8128734 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -8129303.500000 Penalty: 5716.998535
	Iteration 13Q: 3 clusters Score -8129304 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -8129676.500000 Penalty: 5716.998535
	Iteration 14Q: 3 clusters Score -8129676 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -8129897.000000 Penalty: 5716.998535
	Iteration 15Q: 3 clusters Score -8129897 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -8130060.000000 Penalty: 5716.998535
	Iteration 16Q: 3 clusters Score -8130060 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -8130164.500000 Penalty: 5716.998535
	Iteration 17Q: 3 clusters Score -8130164 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -8130253.000000 Penalty: 5716.998535
	Iteration 18Q: 3 clusters Score -8130253 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -8130271.000000 Penalty: 5716.998535
	Iteration 19Q: 3 clusters Score -8130271 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -8130291.000000 Penalty: 5716.998535
	Iteration 20F: 3 clusters Score -8130291 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -8130337.000000 Penalty: 5716.998535
	Iteration 21Q: 3 clusters Score -8130337 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -8130367.500000 Penalty: 5716.998535
	Iteration 22Q: 3 clusters Score -8130368 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -8130387.500000 Penalty: 5716.998535
	Iteration 23Q: 3 clusters Score -8130388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -8130374.500000 Penalty: 5716.998535
	Iteration 24Q: 3 clusters Score -8130374 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8130387.000000 Penalty: 5716.998535
	Iteration 25Q: 3 clusters Score -8130387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -8130383.500000 Penalty: 5716.998535
	Iteration 26Q: 3 clusters Score -8130384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -8130382.500000 Penalty: 5716.998535
	Iteration 27Q: 3 clusters Score -8130382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -8130395.000000 Penalty: 5716.998535
	Iteration 28Q: 3 clusters Score -8130395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -8130408.000000 Penalty: 5716.998535
	Iteration 29Q: 3 clusters Score -8130408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -8130399.000000 Penalty: 5716.998535
	Iteration 30Q: 3 clusters Score -8130399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8130401.000000 Penalty: 5716.998535
	Iteration 31Q: 3 clusters Score -8130401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -8130389.000000 Penalty: 5716.998535
	Iteration 32Q: 3 clusters Score -8130389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -8130385.000000 Penalty: 5716.998535
	Iteration 33Q: 3 clusters Score -8130385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -8130384.500000 Penalty: 5716.998535
	Iteration 34Q: 3 clusters Score -8130384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -8130370.000000 Penalty: 5716.998535
	Iteration 35Q: 3 clusters Score -8130370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -8130386.500000 Penalty: 5716.998535
	Iteration 36Q: 3 clusters Score -8130386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -8130393.500000 Penalty: 5716.998535
	Iteration 37Q: 3 clusters Score -8130394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -8130409.000000 Penalty: 5716.998535
	Iteration 38Q: 3 clusters Score -8130409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -8130403.500000 Penalty: 5716.998535
	Iteration 39Q: 3 clusters Score -8130404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -8130412.500000 Penalty: 5716.998535
	Iteration 40F: 3 clusters Score -8130412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -8130404.000000 Penalty: 5716.998535
	Iteration 41Q: 3 clusters Score -8130404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -8130409.000000 Penalty: 5716.998535
	Iteration 42Q: 3 clusters Score -8130409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -8130411.500000 Penalty: 5716.998535
	Iteration 43Q: 3 clusters Score -8130412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -8130411.500000 Penalty: 5716.998535
	Iteration 44Q: 3 clusters Score -8130412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8130413.000000 Penalty: 5716.998535
	Iteration 45Q: 3 clusters Score -8130413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -8130415.000000 Penalty: 5716.998535
	Iteration 46Q: 3 clusters Score -8130415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -8130420.500000 Penalty: 5716.998535
	Iteration 47Q: 3 clusters Score -8130420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8130416.000000 Penalty: 5716.998535
	Iteration 48Q: 3 clusters Score -8130416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -8130415.500000 Penalty: 5716.998535
	Iteration 49Q: 3 clusters Score -8130416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -8130422.500000 Penalty: 5716.998535
	Iteration 50Q: 3 clusters Score -8130422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -8130423.500000 Penalty: 5716.998535
	Iteration 51Q: 3 clusters Score -8130424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -8130402.500000 Penalty: 5716.998535
	Iteration 52Q: 3 clusters Score -8130402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -8130411.500000 Penalty: 5716.998535
	Iteration 53Q: 3 clusters Score -8130412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -8130405.500000 Penalty: 5716.998535
	Iteration 54Q: 3 clusters Score -8130406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -8130410.500000 Penalty: 5716.998535
	Iteration 55Q: 3 clusters Score -8130410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -8130410.000000 Penalty: 5716.998535
	Iteration 56Q: 3 clusters Score -8130410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -8130410.000000 Penalty: 5716.998535
	Iteration 57F: 3 clusters Score -8130410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 15360 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Entering Unmasked Estep 
Score: -149971344.000000 Penalty: 103505.398438
Splitting cluster 12 changes total score from -149874960.000000 to -149971344.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (15360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Entering Unmasked Estep 
Score: -939204.687500 Penalty: 2390.601318
	Iteration 0F: 2 clusters Score -939204.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -928539.062500 Penalty: 4781.202637
	Iteration 0F: 3 clusters Score -928539.1 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -942192.875000 Penalty: 4781.202637
	Iteration 1F: 3 clusters Score -942192.9 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -950971.187500 Penalty: 4781.202637
	Iteration 2F: 3 clusters Score -950971.2 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -955281.937500 Penalty: 4781.202637
	Iteration 3F: 3 clusters Score -955281.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -958757.687500 Penalty: 4781.202637
	Iteration 4F: 3 clusters Score -958757.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -960352.937500 Penalty: 4781.202637
	Iteration 5Q: 3 clusters Score -960352.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -960965.375000 Penalty: 4781.202637
	Iteration 6Q: 3 clusters Score -960965.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -961230.312500 Penalty: 4781.202637
	Iteration 7Q: 3 clusters Score -961230.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -961337.125000 Penalty: 4781.202637
	Iteration 8Q: 3 clusters Score -961337.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -961389.312500 Penalty: 4781.202637
	Iteration 9Q: 3 clusters Score -961389.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -961428.250000 Penalty: 4781.202637
	Iteration 10Q: 3 clusters Score -961428.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -961448.937500 Penalty: 4781.202637
	Iteration 11Q: 3 clusters Score -961448.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -961459.937500 Penalty: 4781.202637
	Iteration 12Q: 3 clusters Score -961459.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -961475.625000 Penalty: 4781.202637
	Iteration 13Q: 3 clusters Score -961475.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -961484.375000 Penalty: 4781.202637
	Iteration 14Q: 3 clusters Score -961484.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -961494.625000 Penalty: 4781.202637
	Iteration 15Q: 3 clusters Score -961494.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -961500.187500 Penalty: 4781.202637
	Iteration 16Q: 3 clusters Score -961500.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -961506.437500 Penalty: 4781.202637
	Iteration 17Q: 3 clusters Score -961506.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -961511.187500 Penalty: 4781.202637
	Iteration 18Q: 3 clusters Score -961511.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -961513.562500 Penalty: 4781.202637
	Iteration 19Q: 3 clusters Score -961513.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -961517.500000 Penalty: 4781.202637
	Iteration 20F: 3 clusters Score -961517.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -961519.562500 Penalty: 4781.202637
	Iteration 21Q: 3 clusters Score -961519.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -961522.625000 Penalty: 4781.202637
	Iteration 22Q: 3 clusters Score -961522.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -961521.625000 Penalty: 4781.202637
	Iteration 23Q: 3 clusters Score -961521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -961524.750000 Penalty: 4781.202637
	Iteration 24Q: 3 clusters Score -961524.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -961525.187500 Penalty: 4781.202637
	Iteration 25Q: 3 clusters Score -961525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -961527.812500 Penalty: 4781.202637
	Iteration 26Q: 3 clusters Score -961527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -961528.500000 Penalty: 4781.202637
	Iteration 27Q: 3 clusters Score -961528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -961529.875000 Penalty: 4781.202637
	Iteration 28Q: 3 clusters Score -961529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -961529.750000 Penalty: 4781.202637
	Iteration 29Q: 3 clusters Score -961529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -961529.750000 Penalty: 4781.202637
	Iteration 30F: 3 clusters Score -961529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Entering Unmasked Estep 
Score: -149988336.000000 Penalty: 107074.554688
Splitting cluster 13 changes total score from -149874960.000000 to -149988336.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (43525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Entering Unmasked Estep 
Score: -3385059.250000 Penalty: 2648.910400
	Iteration 0F: 2 clusters Score -3385059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3355613.250000 Penalty: 5297.820801
	Iteration 0F: 3 clusters Score -3355613 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3367440.500000 Penalty: 5297.820801
	Iteration 1F: 3 clusters Score -3367440 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3368898.000000 Penalty: 5297.820801
	Iteration 2F: 3 clusters Score -3368898 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3370555.000000 Penalty: 5297.820801
	Iteration 3F: 3 clusters Score -3370555 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3372415.500000 Penalty: 5297.820801
	Iteration 4F: 3 clusters Score -3372416 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3375385.500000 Penalty: 5297.820801
	Iteration 5F: 3 clusters Score -3375386 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3380503.000000 Penalty: 5297.820801
	Iteration 6F: 3 clusters Score -3380503 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3386141.750000 Penalty: 5297.820801
	Iteration 7F: 3 clusters Score -3386142 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -3389615.000000 Penalty: 5297.820801
	Iteration 8F: 3 clusters Score -3389615 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3391555.500000 Penalty: 5297.820801
	Iteration 9Q: 3 clusters Score -3391556 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -3392745.000000 Penalty: 5297.820801
	Iteration 10Q: 3 clusters Score -3392745 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -3393551.750000 Penalty: 5297.820801
	Iteration 11Q: 3 clusters Score -3393552 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3394269.500000 Penalty: 5297.820801
	Iteration 12Q: 3 clusters Score -3394270 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3394851.250000 Penalty: 5297.820801
	Iteration 13Q: 3 clusters Score -3394851 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3395301.000000 Penalty: 5297.820801
	Iteration 14Q: 3 clusters Score -3395301 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -3395638.500000 Penalty: 5297.820801
	Iteration 15Q: 3 clusters Score -3395638 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -3395860.250000 Penalty: 5297.820801
	Iteration 16Q: 3 clusters Score -3395860 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -3395981.500000 Penalty: 5297.820801
	Iteration 17Q: 3 clusters Score -3395982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3396069.250000 Penalty: 5297.820801
	Iteration 18Q: 3 clusters Score -3396069 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -3396141.750000 Penalty: 5297.820801
	Iteration 19Q: 3 clusters Score -3396142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -3396206.500000 Penalty: 5297.820801
	Iteration 20F: 3 clusters Score -3396206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -3396280.750000 Penalty: 5297.820801
	Iteration 21Q: 3 clusters Score -3396281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3396350.250000 Penalty: 5297.820801
	Iteration 22Q: 3 clusters Score -3396350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -3396452.500000 Penalty: 5297.820801
	Iteration 23Q: 3 clusters Score -3396452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -3396581.000000 Penalty: 5297.820801
	Iteration 24Q: 3 clusters Score -3396581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -3396685.250000 Penalty: 5297.820801
	Iteration 25Q: 3 clusters Score -3396685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -3396776.000000 Penalty: 5297.820801
	Iteration 26Q: 3 clusters Score -3396776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -3396805.500000 Penalty: 5297.820801
	Iteration 27Q: 3 clusters Score -3396806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -3396812.000000 Penalty: 5297.820801
	Iteration 28Q: 3 clusters Score -3396812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -3396819.000000 Penalty: 5297.820801
	Iteration 29Q: 3 clusters Score -3396819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -3396815.000000 Penalty: 5297.820801
	Iteration 30Q: 3 clusters Score -3396815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -3396815.000000 Penalty: 5297.820801
	Iteration 31F: 3 clusters Score -3396815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 145510 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Entering Unmasked Estep 
Score: -149997920.000000 Penalty: 110643.703125
Splitting cluster 14 changes total score from -149874960.000000 to -149997920.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (145510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145510 members 
Entering Unmasked Estep 
Score: -11460936.000000 Penalty: 2948.224121
	Iteration 0F: 2 clusters Score -1.146094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -11363682.000000 Penalty: 5896.448242
	Iteration 0F: 3 clusters Score -1.136368e+07 nChanged 69510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -11406517.000000 Penalty: 5896.448242
	Iteration 1F: 3 clusters Score -1.140652e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -11415014.000000 Penalty: 5896.448242
	Iteration 2F: 3 clusters Score -1.141501e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -11432219.000000 Penalty: 5896.448242
	Iteration 3F: 3 clusters Score -1.143222e+07 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -11449478.000000 Penalty: 5896.448242
	Iteration 4F: 3 clusters Score -1.144948e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -11458526.000000 Penalty: 5896.448242
	Iteration 5F: 3 clusters Score -1.145853e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -11462922.000000 Penalty: 5896.448242
	Iteration 6F: 3 clusters Score -1.146292e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -11466414.000000 Penalty: 5896.448242
	Iteration 7Q: 3 clusters Score -1.146641e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -11471181.000000 Penalty: 5896.448242
	Iteration 8Q: 3 clusters Score -1.147118e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -11477051.000000 Penalty: 5896.448242
	Iteration 9Q: 3 clusters Score -1.147705e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -11482389.000000 Penalty: 5896.448242
	Iteration 10Q: 3 clusters Score -1.148239e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -11485950.000000 Penalty: 5896.448242
	Iteration 11Q: 3 clusters Score -1.148595e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -11487934.000000 Penalty: 5896.448242
	Iteration 12Q: 3 clusters Score -1.148793e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -11488950.000000 Penalty: 5896.448242
	Iteration 13Q: 3 clusters Score -1.148895e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -11489536.000000 Penalty: 5896.448242
	Iteration 14Q: 3 clusters Score -1.148954e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -11489917.000000 Penalty: 5896.448242
	Iteration 15Q: 3 clusters Score -1.148992e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -11490176.000000 Penalty: 5896.448242
	Iteration 16Q: 3 clusters Score -1.149018e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -11490352.000000 Penalty: 5896.448242
	Iteration 17Q: 3 clusters Score -1.149035e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -11490433.000000 Penalty: 5896.448242
	Iteration 18Q: 3 clusters Score -1.149043e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -11490510.000000 Penalty: 5896.448242
	Iteration 19Q: 3 clusters Score -1.149051e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -11490502.000000 Penalty: 5896.448242
	Iteration 20F: 3 clusters Score -1.14905e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -11490539.000000 Penalty: 5896.448242
	Iteration 21Q: 3 clusters Score -1.149054e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -11490612.000000 Penalty: 5896.448242
	Iteration 22Q: 3 clusters Score -1.149061e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -11490614.000000 Penalty: 5896.448242
	Iteration 23Q: 3 clusters Score -1.149061e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -11490632.000000 Penalty: 5896.448242
	Iteration 24Q: 3 clusters Score -1.149063e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -11490664.000000 Penalty: 5896.448242
	Iteration 25Q: 3 clusters Score -1.149066e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -11490654.000000 Penalty: 5896.448242
	Iteration 26Q: 3 clusters Score -1.149065e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -11490694.000000 Penalty: 5896.448242
	Iteration 27Q: 3 clusters Score -1.149069e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -11490687.000000 Penalty: 5896.448242
	Iteration 28Q: 3 clusters Score -1.149069e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -11490711.000000 Penalty: 5896.448242
	Iteration 29Q: 3 clusters Score -1.149071e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -11490752.000000 Penalty: 5896.448242
	Iteration 30Q: 3 clusters Score -1.149075e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -11490796.000000 Penalty: 5896.448242
	Iteration 31Q: 3 clusters Score -1.14908e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -11490815.000000 Penalty: 5896.448242
	Iteration 32Q: 3 clusters Score -1.149082e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -11490806.000000 Penalty: 5896.448242
	Iteration 33Q: 3 clusters Score -1.149081e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11490822.000000 Penalty: 5896.448242
	Iteration 34Q: 3 clusters Score -1.149082e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11490860.000000 Penalty: 5896.448242
	Iteration 35Q: 3 clusters Score -1.149086e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -11490888.000000 Penalty: 5896.448242
	Iteration 36Q: 3 clusters Score -1.149089e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -11490833.000000 Penalty: 5896.448242
	Iteration 37Q: 3 clusters Score -1.149083e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -11490841.000000 Penalty: 5896.448242
	Iteration 38Q: 3 clusters Score -1.149084e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -11490860.000000 Penalty: 5896.448242
	Iteration 39Q: 3 clusters Score -1.149086e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -11490844.000000 Penalty: 5896.448242
	Iteration 40F: 3 clusters Score -1.149084e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -11490863.000000 Penalty: 5896.448242
	Iteration 41Q: 3 clusters Score -1.149086e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -11490870.000000 Penalty: 5896.448242
	Iteration 42Q: 3 clusters Score -1.149087e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -11490865.000000 Penalty: 5896.448242
	Iteration 43Q: 3 clusters Score -1.149086e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -11490878.000000 Penalty: 5896.448242
	Iteration 44Q: 3 clusters Score -1.149088e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -11490902.000000 Penalty: 5896.448242
	Iteration 45Q: 3 clusters Score -1.14909e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -11490931.000000 Penalty: 5896.448242
	Iteration 46Q: 3 clusters Score -1.149093e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -11490964.000000 Penalty: 5896.448242
	Iteration 47Q: 3 clusters Score -1.149096e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -11490964.000000 Penalty: 5896.448242
	Iteration 48Q: 3 clusters Score -1.149096e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -11491024.000000 Penalty: 5896.448242
	Iteration 49Q: 3 clusters Score -1.149102e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -11491047.000000 Penalty: 5896.448242
	Iteration 50Q: 3 clusters Score -1.149105e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -11491083.000000 Penalty: 5896.448242
	Iteration 51Q: 3 clusters Score -1.149108e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -11491104.000000 Penalty: 5896.448242
	Iteration 52Q: 3 clusters Score -1.14911e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -11491155.000000 Penalty: 5896.448242
	Iteration 53Q: 3 clusters Score -1.149116e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -11491181.000000 Penalty: 5896.448242
	Iteration 54Q: 3 clusters Score -1.149118e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -11491182.000000 Penalty: 5896.448242
	Iteration 55Q: 3 clusters Score -1.149118e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -11491205.000000 Penalty: 5896.448242
	Iteration 56Q: 3 clusters Score -1.14912e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -11491226.000000 Penalty: 5896.448242
	Iteration 57Q: 3 clusters Score -1.149123e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -11491213.000000 Penalty: 5896.448242
	Iteration 58Q: 3 clusters Score -1.149121e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -11491221.000000 Penalty: 5896.448242
	Iteration 59Q: 3 clusters Score -1.149122e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -11491198.000000 Penalty: 5896.448242
	Iteration 60F: 3 clusters Score -1.14912e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -11491211.000000 Penalty: 5896.448242
	Iteration 61Q: 3 clusters Score -1.149121e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -11491186.000000 Penalty: 5896.448242
	Iteration 62Q: 3 clusters Score -1.149119e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -11491199.000000 Penalty: 5896.448242
	Iteration 63Q: 3 clusters Score -1.14912e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -11491203.000000 Penalty: 5896.448242
	Iteration 64Q: 3 clusters Score -1.14912e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -11491218.000000 Penalty: 5896.448242
	Iteration 65Q: 3 clusters Score -1.149122e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -11491224.000000 Penalty: 5896.448242
	Iteration 66Q: 3 clusters Score -1.149122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -11491213.000000 Penalty: 5896.448242
	Iteration 67Q: 3 clusters Score -1.149121e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -11491241.000000 Penalty: 5896.448242
	Iteration 68Q: 3 clusters Score -1.149124e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -11491269.000000 Penalty: 5896.448242
	Iteration 69Q: 3 clusters Score -1.149127e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -11491287.000000 Penalty: 5896.448242
	Iteration 70Q: 3 clusters Score -1.149129e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -11491310.000000 Penalty: 5896.448242
	Iteration 71Q: 3 clusters Score -1.149131e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -11491303.000000 Penalty: 5896.448242
	Iteration 72Q: 3 clusters Score -1.14913e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -11491310.000000 Penalty: 5896.448242
	Iteration 73Q: 3 clusters Score -1.149131e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -11491286.000000 Penalty: 5896.448242
	Iteration 74Q: 3 clusters Score -1.149129e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -11491286.000000 Penalty: 5896.448242
	Iteration 75Q: 3 clusters Score -1.149129e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 95933 members 
Entering Unmasked Estep 
Score: -11491309.000000 Penalty: 5896.448242
	Iteration 76Q: 3 clusters Score -1.149131e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -11491333.000000 Penalty: 5896.448242
	Iteration 77Q: 3 clusters Score -1.149133e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -11491328.000000 Penalty: 5896.448242
	Iteration 78Q: 3 clusters Score -1.149133e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -11491327.000000 Penalty: 5896.448242
	Iteration 79Q: 3 clusters Score -1.149133e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -11491302.000000 Penalty: 5896.448242
	Iteration 80F: 3 clusters Score -1.14913e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -11491275.000000 Penalty: 5896.448242
	Iteration 81Q: 3 clusters Score -1.149128e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -11491301.000000 Penalty: 5896.448242
	Iteration 82Q: 3 clusters Score -1.14913e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -11491291.000000 Penalty: 5896.448242
	Iteration 83Q: 3 clusters Score -1.149129e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -11491283.000000 Penalty: 5896.448242
	Iteration 84Q: 3 clusters Score -1.149128e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -11491279.000000 Penalty: 5896.448242
	Iteration 85Q: 3 clusters Score -1.149128e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -11491293.000000 Penalty: 5896.448242
	Iteration 86Q: 3 clusters Score -1.149129e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -11491275.000000 Penalty: 5896.448242
	Iteration 87Q: 3 clusters Score -1.149128e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -11491275.000000 Penalty: 5896.448242
	Iteration 88Q: 3 clusters Score -1.149128e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -11491292.000000 Penalty: 5896.448242
	Iteration 89Q: 3 clusters Score -1.149129e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -11491270.000000 Penalty: 5896.448242
	Iteration 90Q: 3 clusters Score -1.149127e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -11491280.000000 Penalty: 5896.448242
	Iteration 91Q: 3 clusters Score -1.149128e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -11491244.000000 Penalty: 5896.448242
	Iteration 92Q: 3 clusters Score -1.149124e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -11491279.000000 Penalty: 5896.448242
	Iteration 93Q: 3 clusters Score -1.149128e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -11491317.000000 Penalty: 5896.448242
	Iteration 94Q: 3 clusters Score -1.149132e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -11491329.000000 Penalty: 5896.448242
	Iteration 95Q: 3 clusters Score -1.149133e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -11491325.000000 Penalty: 5896.448242
	Iteration 96Q: 3 clusters Score -1.149132e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -11491326.000000 Penalty: 5896.448242
	Iteration 97Q: 3 clusters Score -1.149133e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -11491332.000000 Penalty: 5896.448242
	Iteration 98Q: 3 clusters Score -1.149133e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -11491337.000000 Penalty: 5896.448242
	Iteration 99Q: 3 clusters Score -1.149134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 98764 members 
Entering Unmasked Estep 
Score: -11491336.000000 Penalty: 5896.448242
	Iteration 100F: 3 clusters Score -1.149134e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -11491358.000000 Penalty: 5896.448242
	Iteration 101Q: 3 clusters Score -1.149136e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -11491344.000000 Penalty: 5896.448242
	Iteration 102Q: 3 clusters Score -1.149134e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -11491354.000000 Penalty: 5896.448242
	Iteration 103Q: 3 clusters Score -1.149135e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -11491368.000000 Penalty: 5896.448242
	Iteration 104Q: 3 clusters Score -1.149137e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -11491415.000000 Penalty: 5896.448242
	Iteration 105Q: 3 clusters Score -1.149142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -11491412.000000 Penalty: 5896.448242
	Iteration 106Q: 3 clusters Score -1.149141e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -11491429.000000 Penalty: 5896.448242
	Iteration 107Q: 3 clusters Score -1.149143e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -11491445.000000 Penalty: 5896.448242
	Iteration 108Q: 3 clusters Score -1.149144e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -11491453.000000 Penalty: 5896.448242
	Iteration 109Q: 3 clusters Score -1.149145e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -11491472.000000 Penalty: 5896.448242
	Iteration 110Q: 3 clusters Score -1.149147e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -11491472.000000 Penalty: 5896.448242
	Iteration 111Q: 3 clusters Score -1.149147e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 100387 members 
Entering Unmasked Estep 
Score: -11491492.000000 Penalty: 5896.448242
	Iteration 112Q: 3 clusters Score -1.149149e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -11491521.000000 Penalty: 5896.448242
	Iteration 113Q: 3 clusters Score -1.149152e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -11491538.000000 Penalty: 5896.448242
	Iteration 114Q: 3 clusters Score -1.149154e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -11491529.000000 Penalty: 5896.448242
	Iteration 115Q: 3 clusters Score -1.149153e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -11491568.000000 Penalty: 5896.448242
	Iteration 116Q: 3 clusters Score -1.149157e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -11491607.000000 Penalty: 5896.448242
	Iteration 117Q: 3 clusters Score -1.149161e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 101754 members 
Entering Unmasked Estep 
Score: -11491596.000000 Penalty: 5896.448242
	Iteration 118Q: 3 clusters Score -1.14916e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -11491632.000000 Penalty: 5896.448242
	Iteration 119Q: 3 clusters Score -1.149163e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -11491597.000000 Penalty: 5896.448242
	Iteration 120F: 3 clusters Score -1.14916e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -11491603.000000 Penalty: 5896.448242
	Iteration 121Q: 3 clusters Score -1.14916e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -11491687.000000 Penalty: 5896.448242
	Iteration 122Q: 3 clusters Score -1.149169e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -11491724.000000 Penalty: 5896.448242
	Iteration 123Q: 3 clusters Score -1.149172e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -11491712.000000 Penalty: 5896.448242
	Iteration 124Q: 3 clusters Score -1.149171e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -11491766.000000 Penalty: 5896.448242
	Iteration 125Q: 3 clusters Score -1.149177e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -11491768.000000 Penalty: 5896.448242
	Iteration 126Q: 3 clusters Score -1.149177e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -11491831.000000 Penalty: 5896.448242
	Iteration 127Q: 3 clusters Score -1.149183e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -11491913.000000 Penalty: 5896.448242
	Iteration 128Q: 3 clusters Score -1.149191e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -11491959.000000 Penalty: 5896.448242
	Iteration 129Q: 3 clusters Score -1.149196e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -11492011.000000 Penalty: 5896.448242
	Iteration 130Q: 3 clusters Score -1.149201e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -11492083.000000 Penalty: 5896.448242
	Iteration 131Q: 3 clusters Score -1.149208e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -11492191.000000 Penalty: 5896.448242
	Iteration 132Q: 3 clusters Score -1.149219e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -11492390.000000 Penalty: 5896.448242
	Iteration 133Q: 3 clusters Score -1.149239e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -11492517.000000 Penalty: 5896.448242
	Iteration 134Q: 3 clusters Score -1.149252e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -11492699.000000 Penalty: 5896.448242
	Iteration 135Q: 3 clusters Score -1.14927e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
Score: -11492828.000000 Penalty: 5896.448242
	Iteration 136Q: 3 clusters Score -1.149283e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -11492961.000000 Penalty: 5896.448242
	Iteration 137Q: 3 clusters Score -1.149296e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -11493204.000000 Penalty: 5896.448242
	Iteration 138Q: 3 clusters Score -1.14932e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -11493514.000000 Penalty: 5896.448242
	Iteration 139Q: 3 clusters Score -1.149351e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -11493852.000000 Penalty: 5896.448242
	Iteration 140F: 3 clusters Score -1.149385e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -11494298.000000 Penalty: 5896.448242
	Iteration 141Q: 3 clusters Score -1.14943e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 117958 members 
Entering Unmasked Estep 
Score: -11494855.000000 Penalty: 5896.448242
	Iteration 142Q: 3 clusters Score -1.149486e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 119289 members 
Entering Unmasked Estep 
Score: -11495451.000000 Penalty: 5896.448242
	Iteration 143Q: 3 clusters Score -1.149545e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 120638 members 
Entering Unmasked Estep 
Score: -11496300.000000 Penalty: 5896.448242
	Iteration 144Q: 3 clusters Score -1.14963e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 121999 members 
Entering Unmasked Estep 
Score: -11497192.000000 Penalty: 5896.448242
	Iteration 145Q: 3 clusters Score -1.149719e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 123254 members 
Entering Unmasked Estep 
Score: -11498021.000000 Penalty: 5896.448242
	Iteration 146Q: 3 clusters Score -1.149802e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 124224 members 
Entering Unmasked Estep 
Score: -11498661.000000 Penalty: 5896.448242
	Iteration 147Q: 3 clusters Score -1.149866e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -11498917.000000 Penalty: 5896.448242
	Iteration 148Q: 3 clusters Score -1.149892e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 125348 members 
Entering Unmasked Estep 
Score: -11499033.000000 Penalty: 5896.448242
	Iteration 149Q: 3 clusters Score -1.149903e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 125614 members 
Entering Unmasked Estep 
Score: -11499107.000000 Penalty: 5896.448242
	Iteration 150Q: 3 clusters Score -1.149911e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 125774 members 
Entering Unmasked Estep 
Score: -11499109.000000 Penalty: 5896.448242
	Iteration 151Q: 3 clusters Score -1.149911e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -11499085.000000 Penalty: 5896.448242
	Iteration 152Q: 3 clusters Score -1.149908e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -11499103.000000 Penalty: 5896.448242
	Iteration 153Q: 3 clusters Score -1.14991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 125954 members 
Entering Unmasked Estep 
Score: -11499096.000000 Penalty: 5896.448242
	Iteration 154Q: 3 clusters Score -1.14991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -11499104.000000 Penalty: 5896.448242
	Iteration 155Q: 3 clusters Score -1.14991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 125970 members 
Entering Unmasked Estep 
Score: -11499095.000000 Penalty: 5896.448242
	Iteration 156Q: 3 clusters Score -1.14991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 125971 members 
Entering Unmasked Estep 
Score: -11499099.000000 Penalty: 5896.448242
	Iteration 157Q: 3 clusters Score -1.14991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -11499093.000000 Penalty: 5896.448242
	Iteration 158Q: 3 clusters Score -1.149909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -11499089.000000 Penalty: 5896.448242
	Iteration 159Q: 3 clusters Score -1.149909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -11499089.000000 Penalty: 5896.448242
	Iteration 160F: 3 clusters Score -1.149909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Mstep: Class 32 contains 125975 members 
Entering Unmasked Estep 
Score: -150029920.000000 Penalty: 114212.851562
Splitting cluster 15 changes total score from -149874960.000000 to -150029920.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -372391.375000 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -372391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -368485.875000 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -368485.9 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -374226.906250 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -374226.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -378717.718750 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -378717.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -379551.000000 Penalty: 4197.308105
	Iteration 3F: 3 clusters Score -379551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -379778.187500 Penalty: 4197.308105
	Iteration 4Q: 3 clusters Score -379778.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -379889.062500 Penalty: 4197.308105
	Iteration 5Q: 3 clusters Score -379889.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -379933.218750 Penalty: 4197.308105
	Iteration 6Q: 3 clusters Score -379933.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -379955.500000 Penalty: 4197.308105
	Iteration 7Q: 3 clusters Score -379955.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -379968.937500 Penalty: 4197.308105
	Iteration 8Q: 3 clusters Score -379968.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -379981.125000 Penalty: 4197.308105
	Iteration 9Q: 3 clusters Score -379981.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -379989.062500 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -379989.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -379996.281250 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -379996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -379999.062500 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -379999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -380001.093750 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -380001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -380001.812500 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -380001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -380001.812500 Penalty: 4197.308105
	Iteration 15F: 3 clusters Score -380001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 302187 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Mstep: Class 32 contains 125975 members 
Mstep: Class 33 contains 2905 members 
Entering Unmasked Estep 
Score: -150036160.000000 Penalty: 117782.007812
Splitting cluster 16 changes total score from -149874960.000000 to -150036160.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (302187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302187 members 
Entering Unmasked Estep 
Score: -28883766.000000 Penalty: 3129.462646
	Iteration 0F: 2 clusters Score -2.888377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -28746958.000000 Penalty: 6258.925293
	Iteration 0F: 3 clusters Score -2.874696e+07 nChanged 146875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -28900380.000000 Penalty: 6258.925293
	Iteration 1F: 3 clusters Score -2.890038e+07 nChanged 44867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179108 members 
Mstep: Class 2 contains 123079 members 
Entering Unmasked Estep 
Score: -29019188.000000 Penalty: 6258.925293
	Iteration 2F: 3 clusters Score -2.901919e+07 nChanged 50536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214770 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -29055096.000000 Penalty: 6258.925293
	Iteration 3F: 3 clusters Score -2.90551e+07 nChanged 24894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234634 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -29067168.000000 Penalty: 6258.925293
	Iteration 4F: 3 clusters Score -2.906717e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246033 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -29077712.000000 Penalty: 6258.925293
	Iteration 5Q: 3 clusters Score -2.907771e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253400 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -29101234.000000 Penalty: 6258.925293
	Iteration 6Q: 3 clusters Score -2.910123e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258778 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -29113942.000000 Penalty: 6258.925293
	Iteration 7Q: 3 clusters Score -2.911394e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262297 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -29120400.000000 Penalty: 6258.925293
	Iteration 8Q: 3 clusters Score -2.91204e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264455 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -29123224.000000 Penalty: 6258.925293
	Iteration 9Q: 3 clusters Score -2.912322e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265753 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -29124182.000000 Penalty: 6258.925293
	Iteration 10Q: 3 clusters Score -2.912418e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266539 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -29124792.000000 Penalty: 6258.925293
	Iteration 11Q: 3 clusters Score -2.912479e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267026 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -29125120.000000 Penalty: 6258.925293
	Iteration 12Q: 3 clusters Score -2.912512e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267309 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -29125324.000000 Penalty: 6258.925293
	Iteration 13Q: 3 clusters Score -2.912532e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267467 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -29125444.000000 Penalty: 6258.925293
	Iteration 14Q: 3 clusters Score -2.912544e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267549 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -29125566.000000 Penalty: 6258.925293
	Iteration 15Q: 3 clusters Score -2.912557e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267609 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -29125596.000000 Penalty: 6258.925293
	Iteration 16Q: 3 clusters Score -2.91256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267646 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -29125638.000000 Penalty: 6258.925293
	Iteration 17Q: 3 clusters Score -2.912564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267674 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -29125602.000000 Penalty: 6258.925293
	Iteration 18Q: 3 clusters Score -2.91256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267692 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -29125610.000000 Penalty: 6258.925293
	Iteration 19Q: 3 clusters Score -2.912561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267701 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -29125606.000000 Penalty: 6258.925293
	Iteration 20F: 3 clusters Score -2.912561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267711 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -29125634.000000 Penalty: 6258.925293
	Iteration 21Q: 3 clusters Score -2.912563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267716 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -29125664.000000 Penalty: 6258.925293
	Iteration 22Q: 3 clusters Score -2.912566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267720 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -29125658.000000 Penalty: 6258.925293
	Iteration 23Q: 3 clusters Score -2.912566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267720 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -29125658.000000 Penalty: 6258.925293
	Iteration 24F: 3 clusters Score -2.912566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 267720 members 
Mstep: Class 18 contains 175475 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Mstep: Class 32 contains 125975 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 34467 members 
Entering Unmasked Estep 
Score: -150278288.000000 Penalty: 121351.156250
Splitting cluster 17 changes total score from -149874960.000000 to -150278288.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (175475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Entering Unmasked Estep 
Score: -14385267.000000 Penalty: 2994.662354
	Iteration 0F: 2 clusters Score -1.438527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -14267586.000000 Penalty: 5989.324707
	Iteration 0F: 3 clusters Score -1.426759e+07 nChanged 84094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -14316235.000000 Penalty: 5989.324707
	Iteration 1F: 3 clusters Score -1.431624e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -14317012.000000 Penalty: 5989.324707
	Iteration 2Q: 3 clusters Score -1.431701e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -14317871.000000 Penalty: 5989.324707
	Iteration 3Q: 3 clusters Score -1.431787e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -14319361.000000 Penalty: 5989.324707
	Iteration 4Q: 3 clusters Score -1.431936e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -14321949.000000 Penalty: 5989.324707
	Iteration 5Q: 3 clusters Score -1.432195e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -14327134.000000 Penalty: 5989.324707
	Iteration 6F: 3 clusters Score -1.432713e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -14335673.000000 Penalty: 5989.324707
	Iteration 7F: 3 clusters Score -1.433567e+07 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -14347176.000000 Penalty: 5989.324707
	Iteration 8F: 3 clusters Score -1.434718e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132665 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -14361006.000000 Penalty: 5989.324707
	Iteration 9F: 3 clusters Score -1.436101e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142096 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -14372300.000000 Penalty: 5989.324707
	Iteration 10F: 3 clusters Score -1.43723e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147702 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -14377973.000000 Penalty: 5989.324707
	Iteration 11Q: 3 clusters Score -1.437797e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -14380328.000000 Penalty: 5989.324707
	Iteration 12Q: 3 clusters Score -1.438033e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -14381625.000000 Penalty: 5989.324707
	Iteration 13Q: 3 clusters Score -1.438162e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -14382442.000000 Penalty: 5989.324707
	Iteration 14Q: 3 clusters Score -1.438244e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -14383183.000000 Penalty: 5989.324707
	Iteration 15Q: 3 clusters Score -1.438318e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159273 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -14383664.000000 Penalty: 5989.324707
	Iteration 16Q: 3 clusters Score -1.438366e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -14384079.000000 Penalty: 5989.324707
	Iteration 17Q: 3 clusters Score -1.438408e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161475 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -14384318.000000 Penalty: 5989.324707
	Iteration 18Q: 3 clusters Score -1.438432e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162347 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -14384544.000000 Penalty: 5989.324707
	Iteration 19Q: 3 clusters Score -1.438454e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163104 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -14384846.000000 Penalty: 5989.324707
	Iteration 20F: 3 clusters Score -1.438485e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -14385076.000000 Penalty: 5989.324707
	Iteration 21Q: 3 clusters Score -1.438508e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -14385369.000000 Penalty: 5989.324707
	Iteration 22Q: 3 clusters Score -1.438537e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -14385617.000000 Penalty: 5989.324707
	Iteration 23Q: 3 clusters Score -1.438562e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -14385840.000000 Penalty: 5989.324707
	Iteration 24Q: 3 clusters Score -1.438584e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166072 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -14386109.000000 Penalty: 5989.324707
	Iteration 25Q: 3 clusters Score -1.438611e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -14386420.000000 Penalty: 5989.324707
	Iteration 26Q: 3 clusters Score -1.438642e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167003 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -14386735.000000 Penalty: 5989.324707
	Iteration 27Q: 3 clusters Score -1.438674e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167369 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -14387012.000000 Penalty: 5989.324707
	Iteration 28Q: 3 clusters Score -1.438701e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -14387214.000000 Penalty: 5989.324707
	Iteration 29Q: 3 clusters Score -1.438721e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -14387319.000000 Penalty: 5989.324707
	Iteration 30Q: 3 clusters Score -1.438732e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -14387404.000000 Penalty: 5989.324707
	Iteration 31Q: 3 clusters Score -1.43874e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168335 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -14387452.000000 Penalty: 5989.324707
	Iteration 32Q: 3 clusters Score -1.438745e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -14387478.000000 Penalty: 5989.324707
	Iteration 33Q: 3 clusters Score -1.438748e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -14387473.000000 Penalty: 5989.324707
	Iteration 34Q: 3 clusters Score -1.438747e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168656 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -14387520.000000 Penalty: 5989.324707
	Iteration 35Q: 3 clusters Score -1.438752e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -14387510.000000 Penalty: 5989.324707
	Iteration 36Q: 3 clusters Score -1.438751e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -14387527.000000 Penalty: 5989.324707
	Iteration 37Q: 3 clusters Score -1.438753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -14387521.000000 Penalty: 5989.324707
	Iteration 38Q: 3 clusters Score -1.438752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -14387527.000000 Penalty: 5989.324707
	Iteration 39Q: 3 clusters Score -1.438753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -14387519.000000 Penalty: 5989.324707
	Iteration 40F: 3 clusters Score -1.438752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -14387506.000000 Penalty: 5989.324707
	Iteration 41Q: 3 clusters Score -1.438751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168847 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -14387524.000000 Penalty: 5989.324707
	Iteration 42Q: 3 clusters Score -1.438752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -14387538.000000 Penalty: 5989.324707
	Iteration 43Q: 3 clusters Score -1.438754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -14387547.000000 Penalty: 5989.324707
	Iteration 44Q: 3 clusters Score -1.438755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -14387546.000000 Penalty: 5989.324707
	Iteration 45Q: 3 clusters Score -1.438755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -14387541.000000 Penalty: 5989.324707
	Iteration 46Q: 3 clusters Score -1.438754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -14387552.000000 Penalty: 5989.324707
	Iteration 47Q: 3 clusters Score -1.438755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168899 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -14387557.000000 Penalty: 5989.324707
	Iteration 48Q: 3 clusters Score -1.438756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -14387549.000000 Penalty: 5989.324707
	Iteration 49Q: 3 clusters Score -1.438755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -14387549.000000 Penalty: 5989.324707
	Iteration 50Q: 3 clusters Score -1.438755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168908 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -14387549.000000 Penalty: 5989.324707
	Iteration 51Q: 3 clusters Score -1.438755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -14387551.000000 Penalty: 5989.324707
	Iteration 52Q: 3 clusters Score -1.438755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168910 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -14387560.000000 Penalty: 5989.324707
	Iteration 53Q: 3 clusters Score -1.438756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168911 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -14387561.000000 Penalty: 5989.324707
	Iteration 54Q: 3 clusters Score -1.438756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14387559.000000 Penalty: 5989.324707
	Iteration 55Q: 3 clusters Score -1.438756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14387559.000000 Penalty: 5989.324707
	Iteration 56F: 3 clusters Score -1.438756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 267720 members 
Mstep: Class 18 contains 168912 members 
Mstep: Class 19 contains 323684 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Mstep: Class 32 contains 125975 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 34467 members 
Mstep: Class 35 contains 6563 members 
Entering Unmasked Estep 
Score: -150279520.000000 Penalty: 124920.312500
Splitting cluster 18 changes total score from -149874960.000000 to -150279520.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (323684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323684 members 
Entering Unmasked Estep 
Score: -33647296.000000 Penalty: 3146.505615
	Iteration 0F: 2 clusters Score -3.36473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161249 members 
Mstep: Class 2 contains 162435 members 
Entering Unmasked Estep 
Score: -33612712.000000 Penalty: 6293.011230
	Iteration 0F: 3 clusters Score -3.361271e+07 nChanged 157396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -33708004.000000 Penalty: 6293.011230
	Iteration 1F: 3 clusters Score -3.3708e+07 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171525 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -33718124.000000 Penalty: 6293.011230
	Iteration 2F: 3 clusters Score -3.371812e+07 nChanged 22054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172269 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -33728832.000000 Penalty: 6293.011230
	Iteration 3F: 3 clusters Score -3.372883e+07 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 153644 members 
Entering Unmasked Estep 
Score: -33737260.000000 Penalty: 6293.011230
	Iteration 4F: 3 clusters Score -3.373726e+07 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -33744916.000000 Penalty: 6293.011230
	Iteration 5F: 3 clusters Score -3.374492e+07 nChanged 18128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -33751592.000000 Penalty: 6293.011230
	Iteration 6F: 3 clusters Score -3.375159e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168886 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -33757152.000000 Penalty: 6293.011230
	Iteration 7Q: 3 clusters Score -3.375715e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -33760336.000000 Penalty: 6293.011230
	Iteration 8Q: 3 clusters Score -3.376034e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 153477 members 
Entering Unmasked Estep 
Score: -33762364.000000 Penalty: 6293.011230
	Iteration 9Q: 3 clusters Score -3.376236e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 153468 members 
Entering Unmasked Estep 
Score: -33763636.000000 Penalty: 6293.011230
	Iteration 10Q: 3 clusters Score -3.376364e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170139 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -33764444.000000 Penalty: 6293.011230
	Iteration 11Q: 3 clusters Score -3.376444e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 153514 members 
Entering Unmasked Estep 
Score: -33764964.000000 Penalty: 6293.011230
	Iteration 12Q: 3 clusters Score -3.376496e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -33765132.000000 Penalty: 6293.011230
	Iteration 13Q: 3 clusters Score -3.376513e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -33765652.000000 Penalty: 6293.011230
	Iteration 14Q: 3 clusters Score -3.376565e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170358 members 
Mstep: Class 2 contains 153326 members 
Entering Unmasked Estep 
Score: -33766028.000000 Penalty: 6293.011230
	Iteration 15Q: 3 clusters Score -3.376603e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
Score: -33766344.000000 Penalty: 6293.011230
	Iteration 16Q: 3 clusters Score -3.376634e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170761 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -33767084.000000 Penalty: 6293.011230
	Iteration 17Q: 3 clusters Score -3.376708e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170972 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -33767652.000000 Penalty: 6293.011230
	Iteration 18Q: 3 clusters Score -3.376765e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171161 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -33768088.000000 Penalty: 6293.011230
	Iteration 19Q: 3 clusters Score -3.376809e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -33768364.000000 Penalty: 6293.011230
	Iteration 20F: 3 clusters Score -3.376836e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -33768424.000000 Penalty: 6293.011230
	Iteration 21Q: 3 clusters Score -3.376842e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -33768532.000000 Penalty: 6293.011230
	Iteration 22Q: 3 clusters Score -3.376853e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 151994 members 
Entering Unmasked Estep 
Score: -33768804.000000 Penalty: 6293.011230
	Iteration 23Q: 3 clusters Score -3.37688e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 151935 members 
Entering Unmasked Estep 
Score: -33768900.000000 Penalty: 6293.011230
	Iteration 24Q: 3 clusters Score -3.37689e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171782 members 
Mstep: Class 2 contains 151902 members 
Entering Unmasked Estep 
Score: -33769064.000000 Penalty: 6293.011230
	Iteration 25Q: 3 clusters Score -3.376906e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 151795 members 
Entering Unmasked Estep 
Score: -33769332.000000 Penalty: 6293.011230
	Iteration 26Q: 3 clusters Score -3.376933e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 151672 members 
Entering Unmasked Estep 
Score: -33769532.000000 Penalty: 6293.011230
	Iteration 27Q: 3 clusters Score -3.376953e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172098 members 
Mstep: Class 2 contains 151586 members 
Entering Unmasked Estep 
Score: -33769616.000000 Penalty: 6293.011230
	Iteration 28Q: 3 clusters Score -3.376962e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -33769780.000000 Penalty: 6293.011230
	Iteration 29Q: 3 clusters Score -3.376978e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 151506 members 
Entering Unmasked Estep 
Score: -33769964.000000 Penalty: 6293.011230
	Iteration 30Q: 3 clusters Score -3.376996e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 151497 members 
Entering Unmasked Estep 
Score: -33769984.000000 Penalty: 6293.011230
	Iteration 31Q: 3 clusters Score -3.376998e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172171 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -33770228.000000 Penalty: 6293.011230
	Iteration 32Q: 3 clusters Score -3.377023e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -33770300.000000 Penalty: 6293.011230
	Iteration 33Q: 3 clusters Score -3.37703e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172097 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -33770352.000000 Penalty: 6293.011230
	Iteration 34Q: 3 clusters Score -3.377035e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171984 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -33770404.000000 Penalty: 6293.011230
	Iteration 35Q: 3 clusters Score -3.37704e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171833 members 
Mstep: Class 2 contains 151851 members 
Entering Unmasked Estep 
Score: -33770364.000000 Penalty: 6293.011230
	Iteration 36Q: 3 clusters Score -3.377036e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171797 members 
Mstep: Class 2 contains 151887 members 
Entering Unmasked Estep 
Score: -33770356.000000 Penalty: 6293.011230
	Iteration 37Q: 3 clusters Score -3.377036e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -33770404.000000 Penalty: 6293.011230
	Iteration 38Q: 3 clusters Score -3.37704e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 151944 members 
Entering Unmasked Estep 
Score: -33770328.000000 Penalty: 6293.011230
	Iteration 39Q: 3 clusters Score -3.377033e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171737 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -33770204.000000 Penalty: 6293.011230
	Iteration 40F: 3 clusters Score -3.37702e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171688 members 
Mstep: Class 2 contains 151996 members 
Entering Unmasked Estep 
Score: -33770064.000000 Penalty: 6293.011230
	Iteration 41Q: 3 clusters Score -3.377006e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171560 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -33769812.000000 Penalty: 6293.011230
	Iteration 42Q: 3 clusters Score -3.376981e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171483 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -33769872.000000 Penalty: 6293.011230
	Iteration 43Q: 3 clusters Score -3.376987e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 152261 members 
Entering Unmasked Estep 
Score: -33769744.000000 Penalty: 6293.011230
	Iteration 44Q: 3 clusters Score -3.376974e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171349 members 
Mstep: Class 2 contains 152335 members 
Entering Unmasked Estep 
Score: -33769628.000000 Penalty: 6293.011230
	Iteration 45Q: 3 clusters Score -3.376963e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -33769640.000000 Penalty: 6293.011230
	Iteration 46Q: 3 clusters Score -3.376964e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 152464 members 
Entering Unmasked Estep 
Score: -33769620.000000 Penalty: 6293.011230
	Iteration 47Q: 3 clusters Score -3.376962e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171159 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -33769668.000000 Penalty: 6293.011230
	Iteration 48Q: 3 clusters Score -3.376967e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171154 members 
Mstep: Class 2 contains 152530 members 
Entering Unmasked Estep 
Score: -33769736.000000 Penalty: 6293.011230
	Iteration 49Q: 3 clusters Score -3.376974e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -33769632.000000 Penalty: 6293.011230
	Iteration 50Q: 3 clusters Score -3.376963e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171150 members 
Mstep: Class 2 contains 152534 members 
Entering Unmasked Estep 
Score: -33769580.000000 Penalty: 6293.011230
	Iteration 51Q: 3 clusters Score -3.376958e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -33769664.000000 Penalty: 6293.011230
	Iteration 52Q: 3 clusters Score -3.376966e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 152591 members 
Entering Unmasked Estep 
Score: -33769572.000000 Penalty: 6293.011230
	Iteration 53Q: 3 clusters Score -3.376957e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -33769572.000000 Penalty: 6293.011230
	Iteration 54Q: 3 clusters Score -3.376957e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -33769572.000000 Penalty: 6293.011230
	Iteration 55Q: 3 clusters Score -3.376957e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -33769588.000000 Penalty: 6293.011230
	Iteration 56Q: 3 clusters Score -3.376959e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171271 members 
Mstep: Class 2 contains 152413 members 
Entering Unmasked Estep 
Score: -33769560.000000 Penalty: 6293.011230
	Iteration 57Q: 3 clusters Score -3.376956e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -33769560.000000 Penalty: 6293.011230
	Iteration 58Q: 3 clusters Score -3.376956e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -33769632.000000 Penalty: 6293.011230
	Iteration 59Q: 3 clusters Score -3.376963e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -33769396.000000 Penalty: 6293.011230
	Iteration 60F: 3 clusters Score -3.37694e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 152567 members 
Entering Unmasked Estep 
Score: -33769476.000000 Penalty: 6293.011230
	Iteration 61Q: 3 clusters Score -3.376948e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 152615 members 
Entering Unmasked Estep 
Score: -33769348.000000 Penalty: 6293.011230
	Iteration 62Q: 3 clusters Score -3.376935e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 152695 members 
Entering Unmasked Estep 
Score: -33769328.000000 Penalty: 6293.011230
	Iteration 63Q: 3 clusters Score -3.376933e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 152715 members 
Entering Unmasked Estep 
Score: -33769336.000000 Penalty: 6293.011230
	Iteration 64Q: 3 clusters Score -3.376934e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -33769392.000000 Penalty: 6293.011230
	Iteration 65Q: 3 clusters Score -3.376939e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171095 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -33769256.000000 Penalty: 6293.011230
	Iteration 66Q: 3 clusters Score -3.376926e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 152573 members 
Entering Unmasked Estep 
Score: -33769436.000000 Penalty: 6293.011230
	Iteration 67Q: 3 clusters Score -3.376944e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 152608 members 
Entering Unmasked Estep 
Score: -33769404.000000 Penalty: 6293.011230
	Iteration 68Q: 3 clusters Score -3.37694e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -33769368.000000 Penalty: 6293.011230
	Iteration 69Q: 3 clusters Score -3.376937e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -33769136.000000 Penalty: 6293.011230
	Iteration 70Q: 3 clusters Score -3.376914e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 152740 members 
Entering Unmasked Estep 
Score: -33769052.000000 Penalty: 6293.011230
	Iteration 71Q: 3 clusters Score -3.376905e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170880 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -33768984.000000 Penalty: 6293.011230
	Iteration 72Q: 3 clusters Score -3.376898e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170899 members 
Mstep: Class 2 contains 152785 members 
Entering Unmasked Estep 
Score: -33768944.000000 Penalty: 6293.011230
	Iteration 73Q: 3 clusters Score -3.376894e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 152789 members 
Entering Unmasked Estep 
Score: -33769024.000000 Penalty: 6293.011230
	Iteration 74Q: 3 clusters Score -3.376902e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -33768984.000000 Penalty: 6293.011230
	Iteration 75Q: 3 clusters Score -3.376898e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -33769104.000000 Penalty: 6293.011230
	Iteration 76Q: 3 clusters Score -3.37691e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -33769276.000000 Penalty: 6293.011230
	Iteration 77Q: 3 clusters Score -3.376928e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171520 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -33769444.000000 Penalty: 6293.011230
	Iteration 78Q: 3 clusters Score -3.376944e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -33769416.000000 Penalty: 6293.011230
	Iteration 79Q: 3 clusters Score -3.376942e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 151906 members 
Entering Unmasked Estep 
Score: -33769684.000000 Penalty: 6293.011230
	Iteration 80F: 3 clusters Score -3.376968e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171923 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -33769712.000000 Penalty: 6293.011230
	Iteration 81Q: 3 clusters Score -3.376971e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -33769852.000000 Penalty: 6293.011230
	Iteration 82Q: 3 clusters Score -3.376985e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -33770196.000000 Penalty: 6293.011230
	Iteration 83Q: 3 clusters Score -3.37702e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172789 members 
Mstep: Class 2 contains 150895 members 
Entering Unmasked Estep 
Score: -33770740.000000 Penalty: 6293.011230
	Iteration 84Q: 3 clusters Score -3.377074e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -33771348.000000 Penalty: 6293.011230
	Iteration 85Q: 3 clusters Score -3.377135e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -33771740.000000 Penalty: 6293.011230
	Iteration 86Q: 3 clusters Score -3.377174e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -33772128.000000 Penalty: 6293.011230
	Iteration 87Q: 3 clusters Score -3.377213e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -33772336.000000 Penalty: 6293.011230
	Iteration 88Q: 3 clusters Score -3.377234e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 149253 members 
Entering Unmasked Estep 
Score: -33772628.000000 Penalty: 6293.011230
	Iteration 89Q: 3 clusters Score -3.377263e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 148986 members 
Entering Unmasked Estep 
Score: -33772704.000000 Penalty: 6293.011230
	Iteration 90Q: 3 clusters Score -3.37727e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174885 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -33772692.000000 Penalty: 6293.011230
	Iteration 91Q: 3 clusters Score -3.377269e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174970 members 
Mstep: Class 2 contains 148714 members 
Entering Unmasked Estep 
Score: -33772624.000000 Penalty: 6293.011230
	Iteration 92Q: 3 clusters Score -3.377262e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174959 members 
Mstep: Class 2 contains 148725 members 
Entering Unmasked Estep 
Score: -33772652.000000 Penalty: 6293.011230
	Iteration 93Q: 3 clusters Score -3.377265e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -33772440.000000 Penalty: 6293.011230
	Iteration 94Q: 3 clusters Score -3.377244e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174674 members 
Mstep: Class 2 contains 149010 members 
Entering Unmasked Estep 
Score: -33772184.000000 Penalty: 6293.011230
	Iteration 95Q: 3 clusters Score -3.377218e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174332 members 
Mstep: Class 2 contains 149352 members 
Entering Unmasked Estep 
Score: -33771532.000000 Penalty: 6293.011230
	Iteration 96Q: 3 clusters Score -3.377153e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
Score: -33771072.000000 Penalty: 6293.011230
	Iteration 97Q: 3 clusters Score -3.377107e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -33771004.000000 Penalty: 6293.011230
	Iteration 98Q: 3 clusters Score -3.3771e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 150672 members 
Entering Unmasked Estep 
Score: -33770724.000000 Penalty: 6293.011230
	Iteration 99Q: 3 clusters Score -3.377072e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -33770192.000000 Penalty: 6293.011230
	Iteration 100F: 3 clusters Score -3.377019e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 151928 members 
Entering Unmasked Estep 
Score: -33769820.000000 Penalty: 6293.011230
	Iteration 101Q: 3 clusters Score -3.376982e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170819 members 
Mstep: Class 2 contains 152865 members 
Entering Unmasked Estep 
Score: -33769652.000000 Penalty: 6293.011230
	Iteration 102Q: 3 clusters Score -3.376965e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169684 members 
Mstep: Class 2 contains 154000 members 
Entering Unmasked Estep 
Score: -33769744.000000 Penalty: 6293.011230
	Iteration 103Q: 3 clusters Score -3.376974e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -33770256.000000 Penalty: 6293.011230
	Iteration 104Q: 3 clusters Score -3.377026e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167036 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -33770760.000000 Penalty: 6293.011230
	Iteration 105Q: 3 clusters Score -3.377076e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -33772512.000000 Penalty: 6293.011230
	Iteration 106Q: 3 clusters Score -3.377251e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 159775 members 
Entering Unmasked Estep 
Score: -33775624.000000 Penalty: 6293.011230
	Iteration 107Q: 3 clusters Score -3.377562e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 161138 members 
Entering Unmasked Estep 
Score: -33777948.000000 Penalty: 6293.011230
	Iteration 108Q: 3 clusters Score -3.377795e+07 nChanged 6336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 162302 members 
Entering Unmasked Estep 
Score: -33779548.000000 Penalty: 6293.011230
	Iteration 109Q: 3 clusters Score -3.377955e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 163160 members 
Entering Unmasked Estep 
Score: -33781472.000000 Penalty: 6293.011230
	Iteration 110Q: 3 clusters Score -3.378147e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 163888 members 
Entering Unmasked Estep 
Score: -33782740.000000 Penalty: 6293.011230
	Iteration 111Q: 3 clusters Score -3.378274e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159288 members 
Mstep: Class 2 contains 164396 members 
Entering Unmasked Estep 
Score: -33783644.000000 Penalty: 6293.011230
	Iteration 112Q: 3 clusters Score -3.378364e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159062 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -33784348.000000 Penalty: 6293.011230
	Iteration 113Q: 3 clusters Score -3.378435e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159007 members 
Mstep: Class 2 contains 164677 members 
Entering Unmasked Estep 
Score: -33785252.000000 Penalty: 6293.011230
	Iteration 114Q: 3 clusters Score -3.378525e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158952 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -33785692.000000 Penalty: 6293.011230
	Iteration 115Q: 3 clusters Score -3.378569e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 164645 members 
Entering Unmasked Estep 
Score: -33786212.000000 Penalty: 6293.011230
	Iteration 116Q: 3 clusters Score -3.378621e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159235 members 
Mstep: Class 2 contains 164449 members 
Entering Unmasked Estep 
Score: -33786704.000000 Penalty: 6293.011230
	Iteration 117Q: 3 clusters Score -3.37867e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 164246 members 
Entering Unmasked Estep 
Score: -33787080.000000 Penalty: 6293.011230
	Iteration 118Q: 3 clusters Score -3.378708e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -33787628.000000 Penalty: 6293.011230
	Iteration 119Q: 3 clusters Score -3.378763e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 163704 members 
Entering Unmasked Estep 
Score: -33788004.000000 Penalty: 6293.011230
	Iteration 120F: 3 clusters Score -3.3788e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160334 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -33788164.000000 Penalty: 6293.011230
	Iteration 121Q: 3 clusters Score -3.378816e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -33788264.000000 Penalty: 6293.011230
	Iteration 122Q: 3 clusters Score -3.378826e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -33788388.000000 Penalty: 6293.011230
	Iteration 123Q: 3 clusters Score -3.378839e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -33788548.000000 Penalty: 6293.011230
	Iteration 124Q: 3 clusters Score -3.378855e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 160996 members 
Entering Unmasked Estep 
Score: -33788916.000000 Penalty: 6293.011230
	Iteration 125Q: 3 clusters Score -3.378892e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -33789124.000000 Penalty: 6293.011230
	Iteration 126Q: 3 clusters Score -3.378912e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -33789212.000000 Penalty: 6293.011230
	Iteration 127Q: 3 clusters Score -3.378921e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -33789480.000000 Penalty: 6293.011230
	Iteration 128Q: 3 clusters Score -3.378948e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 158190 members 
Entering Unmasked Estep 
Score: -33789660.000000 Penalty: 6293.011230
	Iteration 129Q: 3 clusters Score -3.378966e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166169 members 
Mstep: Class 2 contains 157515 members 
Entering Unmasked Estep 
Score: -33789740.000000 Penalty: 6293.011230
	Iteration 130Q: 3 clusters Score -3.378974e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -33790376.000000 Penalty: 6293.011230
	Iteration 131Q: 3 clusters Score -3.379038e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167795 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -33791284.000000 Penalty: 6293.011230
	Iteration 132Q: 3 clusters Score -3.379128e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -33792484.000000 Penalty: 6293.011230
	Iteration 133Q: 3 clusters Score -3.379248e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169780 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -33794032.000000 Penalty: 6293.011230
	Iteration 134Q: 3 clusters Score -3.379403e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 152843 members 
Entering Unmasked Estep 
Score: -33795452.000000 Penalty: 6293.011230
	Iteration 135Q: 3 clusters Score -3.379545e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -33796864.000000 Penalty: 6293.011230
	Iteration 136Q: 3 clusters Score -3.379686e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172664 members 
Mstep: Class 2 contains 151020 members 
Entering Unmasked Estep 
Score: -33798188.000000 Penalty: 6293.011230
	Iteration 137Q: 3 clusters Score -3.379819e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173494 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -33799476.000000 Penalty: 6293.011230
	Iteration 138Q: 3 clusters Score -3.379948e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -33800316.000000 Penalty: 6293.011230
	Iteration 139Q: 3 clusters Score -3.380032e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174693 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -33801180.000000 Penalty: 6293.011230
	Iteration 140F: 3 clusters Score -3.380118e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 148600 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.380175e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175350 members 
Mstep: Class 2 contains 148334 members 
Entering Unmasked Estep 
Score: -33802284.000000 Penalty: 6293.011230
	Iteration 142Q: 3 clusters Score -3.380228e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -33802856.000000 Penalty: 6293.011230
	Iteration 143Q: 3 clusters Score -3.380286e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -33803136.000000 Penalty: 6293.011230
	Iteration 144Q: 3 clusters Score -3.380314e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -33803584.000000 Penalty: 6293.011230
	Iteration 145Q: 3 clusters Score -3.380358e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 147587 members 
Entering Unmasked Estep 
Score: -33803680.000000 Penalty: 6293.011230
	Iteration 146Q: 3 clusters Score -3.380368e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -33803800.000000 Penalty: 6293.011230
	Iteration 147Q: 3 clusters Score -3.38038e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -33803960.000000 Penalty: 6293.011230
	Iteration 148Q: 3 clusters Score -3.380396e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176388 members 
Mstep: Class 2 contains 147296 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.380426e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 147206 members 
Entering Unmasked Estep 
Score: -33804456.000000 Penalty: 6293.011230
	Iteration 150Q: 3 clusters Score -3.380446e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -33804476.000000 Penalty: 6293.011230
	Iteration 151Q: 3 clusters Score -3.380448e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176518 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -33804528.000000 Penalty: 6293.011230
	Iteration 152Q: 3 clusters Score -3.380453e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -33804648.000000 Penalty: 6293.011230
	Iteration 153Q: 3 clusters Score -3.380465e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176633 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -33804656.000000 Penalty: 6293.011230
	Iteration 154Q: 3 clusters Score -3.380466e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176701 members 
Mstep: Class 2 contains 146983 members 
Entering Unmasked Estep 
Score: -33804796.000000 Penalty: 6293.011230
	Iteration 155Q: 3 clusters Score -3.38048e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176787 members 
Mstep: Class 2 contains 146897 members 
Entering Unmasked Estep 
Score: -33804868.000000 Penalty: 6293.011230
	Iteration 156Q: 3 clusters Score -3.380487e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176839 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -33804932.000000 Penalty: 6293.011230
	Iteration 157Q: 3 clusters Score -3.380493e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176856 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -33804924.000000 Penalty: 6293.011230
	Iteration 158Q: 3 clusters Score -3.380492e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 146799 members 
Entering Unmasked Estep 
Score: -33804940.000000 Penalty: 6293.011230
	Iteration 159Q: 3 clusters Score -3.380494e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 146741 members 
Entering Unmasked Estep 
Score: -33804896.000000 Penalty: 6293.011230
	Iteration 160F: 3 clusters Score -3.38049e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176996 members 
Mstep: Class 2 contains 146688 members 
Entering Unmasked Estep 
Score: -33804940.000000 Penalty: 6293.011230
	Iteration 161Q: 3 clusters Score -3.380494e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177052 members 
Mstep: Class 2 contains 146632 members 
Entering Unmasked Estep 
Score: -33804948.000000 Penalty: 6293.011230
	Iteration 162Q: 3 clusters Score -3.380495e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 146592 members 
Entering Unmasked Estep 
Score: -33804956.000000 Penalty: 6293.011230
	Iteration 163Q: 3 clusters Score -3.380496e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177096 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -33804984.000000 Penalty: 6293.011230
	Iteration 164Q: 3 clusters Score -3.380498e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177074 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -33805000.000000 Penalty: 6293.011230
	Iteration 165Q: 3 clusters Score -3.3805e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -33804996.000000 Penalty: 6293.011230
	Iteration 166Q: 3 clusters Score -3.3805e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -33805012.000000 Penalty: 6293.011230
	Iteration 167Q: 3 clusters Score -3.380501e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177075 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -33805012.000000 Penalty: 6293.011230
	Iteration 168Q: 3 clusters Score -3.380501e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177081 members 
Mstep: Class 2 contains 146603 members 
Entering Unmasked Estep 
Score: -33805012.000000 Penalty: 6293.011230
	Iteration 169Q: 3 clusters Score -3.380501e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177073 members 
Mstep: Class 2 contains 146611 members 
Entering Unmasked Estep 
Score: -33805000.000000 Penalty: 6293.011230
	Iteration 170Q: 3 clusters Score -3.3805e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 146617 members 
Entering Unmasked Estep 
Score: -33804980.000000 Penalty: 6293.011230
	Iteration 171Q: 3 clusters Score -3.380498e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177057 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -33805032.000000 Penalty: 6293.011230
	Iteration 172Q: 3 clusters Score -3.380503e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177049 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -33805016.000000 Penalty: 6293.011230
	Iteration 173Q: 3 clusters Score -3.380502e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177056 members 
Mstep: Class 2 contains 146628 members 
Entering Unmasked Estep 
Score: -33804992.000000 Penalty: 6293.011230
	Iteration 174Q: 3 clusters Score -3.380499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177054 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -33805052.000000 Penalty: 6293.011230
	Iteration 175Q: 3 clusters Score -3.380505e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -33805052.000000 Penalty: 6293.011230
	Iteration 176Q: 3 clusters Score -3.380505e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -33805036.000000 Penalty: 6293.011230
	Iteration 177Q: 3 clusters Score -3.380504e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -33805064.000000 Penalty: 6293.011230
	Iteration 178Q: 3 clusters Score -3.380506e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177113 members 
Mstep: Class 2 contains 146571 members 
Entering Unmasked Estep 
Score: -33805092.000000 Penalty: 6293.011230
	Iteration 179Q: 3 clusters Score -3.380509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177126 members 
Mstep: Class 2 contains 146558 members 
Entering Unmasked Estep 
Score: -33805108.000000 Penalty: 6293.011230
	Iteration 180F: 3 clusters Score -3.380511e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177123 members 
Mstep: Class 2 contains 146561 members 
Entering Unmasked Estep 
Score: -33805140.000000 Penalty: 6293.011230
	Iteration 181Q: 3 clusters Score -3.380514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177129 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -33805168.000000 Penalty: 6293.011230
	Iteration 182Q: 3 clusters Score -3.380517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177122 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -33805140.000000 Penalty: 6293.011230
	Iteration 183Q: 3 clusters Score -3.380514e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177117 members 
Mstep: Class 2 contains 146567 members 
Entering Unmasked Estep 
Score: -33805156.000000 Penalty: 6293.011230
	Iteration 184Q: 3 clusters Score -3.380516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177119 members 
Mstep: Class 2 contains 146565 members 
Entering Unmasked Estep 
Score: -33805136.000000 Penalty: 6293.011230
	Iteration 185Q: 3 clusters Score -3.380514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -33805112.000000 Penalty: 6293.011230
	Iteration 186Q: 3 clusters Score -3.380511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177123 members 
Mstep: Class 2 contains 146561 members 
Entering Unmasked Estep 
Score: -33805108.000000 Penalty: 6293.011230
	Iteration 187Q: 3 clusters Score -3.380511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -33805116.000000 Penalty: 6293.011230
	Iteration 188Q: 3 clusters Score -3.380512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -33805144.000000 Penalty: 6293.011230
	Iteration 189Q: 3 clusters Score -3.380514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177115 members 
Mstep: Class 2 contains 146569 members 
Entering Unmasked Estep 
Score: -33805104.000000 Penalty: 6293.011230
	Iteration 190Q: 3 clusters Score -3.38051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -33805120.000000 Penalty: 6293.011230
	Iteration 191Q: 3 clusters Score -3.380512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -33805124.000000 Penalty: 6293.011230
	Iteration 192Q: 3 clusters Score -3.380512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -33805132.000000 Penalty: 6293.011230
	Iteration 193Q: 3 clusters Score -3.380513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 146576 members 
Entering Unmasked Estep 
Score: -33805132.000000 Penalty: 6293.011230
	Iteration 194Q: 3 clusters Score -3.380513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Mstep: Class 2 contains 146575 members 
Entering Unmasked Estep 
Score: -33805136.000000 Penalty: 6293.011230
	Iteration 195Q: 3 clusters Score -3.380514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Mstep: Class 2 contains 146575 members 
Entering Unmasked Estep 
Score: -33805136.000000 Penalty: 6293.011230
	Iteration 196Q: 3 clusters Score -3.380514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177107 members 
Mstep: Class 2 contains 146577 members 
Entering Unmasked Estep 
Score: -33805132.000000 Penalty: 6293.011230
	Iteration 197Q: 3 clusters Score -3.380513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -33805140.000000 Penalty: 6293.011230
	Iteration 198Q: 3 clusters Score -3.380514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -33805140.000000 Penalty: 6293.011230
	Iteration 199F: 3 clusters Score -3.380514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 267720 members 
Mstep: Class 18 contains 168912 members 
Mstep: Class 19 contains 177106 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Mstep: Class 32 contains 125975 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 34467 members 
Mstep: Class 35 contains 6563 members 
Mstep: Class 36 contains 146578 members 
Entering Unmasked Estep 
Score: -150437520.000000 Penalty: 128489.460938
Splitting cluster 19 changes total score from -149874960.000000 to -150437520.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (12340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Entering Unmasked Estep 
Score: -915669.500000 Penalty: 2336.309082
	Iteration 0F: 2 clusters Score -915669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -906577.062500 Penalty: 4672.618164
	Iteration 0F: 3 clusters Score -906577.1 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -910867.187500 Penalty: 4672.618164
	Iteration 1F: 3 clusters Score -910867.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -915985.687500 Penalty: 4672.618164
	Iteration 2F: 3 clusters Score -915985.7 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -930844.687500 Penalty: 4672.618164
	Iteration 3F: 3 clusters Score -930844.7 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -951125.312500 Penalty: 4672.618164
	Iteration 4F: 3 clusters Score -951125.3 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -969599.375000 Penalty: 4672.618164
	Iteration 5Q: 3 clusters Score -969599.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -982438.062500 Penalty: 4672.618164
	Iteration 6Q: 3 clusters Score -982438.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -983052.750000 Penalty: 4672.618164
	Iteration 7Q: 3 clusters Score -983052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -983158.875000 Penalty: 4672.618164
	Iteration 8Q: 3 clusters Score -983158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -983182.375000 Penalty: 4672.618164
	Iteration 9Q: 3 clusters Score -983182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -983191.625000 Penalty: 4672.618164
	Iteration 10F: 3 clusters Score -983191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -983198.687500 Penalty: 4672.618164
	Iteration 11Q: 3 clusters Score -983198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -983204.062500 Penalty: 4672.618164
	Iteration 12Q: 3 clusters Score -983204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -983206.375000 Penalty: 4672.618164
	Iteration 13Q: 3 clusters Score -983206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -983203.437500 Penalty: 4672.618164
	Iteration 14Q: 3 clusters Score -983203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -983203.437500 Penalty: 4672.618164
	Iteration 15F: 3 clusters Score -983203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 267720 members 
Mstep: Class 18 contains 168912 members 
Mstep: Class 19 contains 177106 members 
Mstep: Class 20 contains 8919 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 18835 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 23371 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 37710 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 39242 members 
Mstep: Class 32 contains 125975 members 
Mstep: Class 33 contains 2905 members 
Mstep: Class 34 contains 34467 members 
Mstep: Class 35 contains 6563 members 
Mstep: Class 36 contains 146578 members 
Mstep: Class 37 contains 3421 members 
Entering Unmasked Estep 
Score: -150505744.000000 Penalty: 132058.609375
Splitting cluster 20 changes total score from -149874960.000000 to -150505744.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 111302 members 
Mstep: Class 6 contains 178029 members 
Mstep: Class 7 contains 2428 members 
Mstep: Class 8 contains 53865 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 126983 members 
Mstep: Class 12 contains 38933 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 267720 members 
Mstep: Class 18 contains 168912 members 
Mstep: Class 19 contains 177106 members 
Mstep: Class 20 contains 8919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150564144.000000 Penalty: 132058.609375
Iteration 39Q: 38 clusters Score -1.505641e+08 nChanged 63986
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 16075 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 9325 members 
Mstep: Class 5 contains 115917 members 
Mstep: Class 6 contains 176337 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 54931 members 
Mstep: Class 9 contains 6577 members 
Mstep: Class 10 contains 13531 members 
Mstep: Class 11 contains 127509 members 
Mstep: Class 12 contains 39817 members 
Mstep: Class 13 contains 9064 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 19620 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 278823 members 
Mstep: Class 18 contains 169410 members 
Mstep: Class 19 contains 173231 members 
Mstep: Class 20 contains 8610 members 
Mstep: Class 21 contains 9415 members 
Mstep: Class 22 contains 17501 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 5625 members 
Mstep: Class 25 contains 9565 members 
Mstep: Class 26 contains 22587 members 
Mstep: Class 27 contains 12622 members 
Mstep: Class 28 contains 35058 members 
Mstep: Class 29 contains 59818 members 
Mstep: Class 30 contains 7779 members 
Mstep: Class 31 contains 39472 members 
Mstep: Class 32 contains 125052 members 
Mstep: Class 33 contains 3034 members 
Mstep: Class 34 contains 31948 members 
Mstep: Class 35 contains 6334 members 
Mstep: Class 36 contains 139609 members 
Mstep: Class 37 contains 3850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150595440.000000 Penalty: 132058.609375
Iteration 40F: 38 clusters Score -1.505954e+08 nChanged 43648
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 15720 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 116687 members 
Mstep: Class 6 contains 174366 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 54042 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 126297 members 
Mstep: Class 12 contains 40128 members 
Mstep: Class 13 contains 8743 members 
Mstep: Class 14 contains 4657 members 
Mstep: Class 15 contains 19543 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 278135 members 
Mstep: Class 18 contains 169439 members 
Mstep: Class 19 contains 169134 members 
Mstep: Class 20 contains 8432 members 
Mstep: Class 21 contains 9528 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 7981 members 
Mstep: Class 24 contains 6693 members 
Mstep: Class 25 contains 10049 members 
Mstep: Class 26 contains 22635 members 
Mstep: Class 27 contains 13689 members 
Mstep: Class 28 contains 35287 members 
Mstep: Class 29 contains 59496 members 
Mstep: Class 30 contains 8295 members 
Mstep: Class 31 contains 39524 members 
Mstep: Class 32 contains 124808 members 
Mstep: Class 33 contains 3293 members 
Mstep: Class 34 contains 31350 members 
Mstep: Class 35 contains 6256 members 
Mstep: Class 36 contains 141548 members 
Mstep: Class 37 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150591952.000000 Penalty: 132058.609375
Iteration 41Q: 38 clusters Score -1.50592e+08 nChanged 22379
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 10000 members 
Mstep: Class 5 contains 117655 members 
Mstep: Class 6 contains 172718 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 53395 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 18227 members 
Mstep: Class 11 contains 125524 members 
Mstep: Class 12 contains 40345 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 19521 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 277090 members 
Mstep: Class 18 contains 169554 members 
Mstep: Class 19 contains 167040 members 
Mstep: Class 20 contains 8287 members 
Mstep: Class 21 contains 9595 members 
Mstep: Class 22 contains 18398 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 7756 members 
Mstep: Class 25 contains 10517 members 
Mstep: Class 26 contains 22539 members 
Mstep: Class 27 contains 13839 members 
Mstep: Class 28 contains 35350 members 
Mstep: Class 29 contains 59240 members 
Mstep: Class 30 contains 8485 members 
Mstep: Class 31 contains 39543 members 
Mstep: Class 32 contains 124652 members 
Mstep: Class 33 contains 3297 members 
Mstep: Class 34 contains 31258 members 
Mstep: Class 35 contains 6143 members 
Mstep: Class 36 contains 142386 members 
Mstep: Class 37 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150591072.000000 Penalty: 132058.609375
Iteration 42Q: 38 clusters Score -1.505911e+08 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 15295 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 5 contains 118498 members 
Mstep: Class 6 contains 171349 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 52826 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 10 contains 19888 members 
Mstep: Class 11 contains 124890 members 
Mstep: Class 12 contains 40571 members 
Mstep: Class 13 contains 8496 members 
Mstep: Class 14 contains 4924 members 
Mstep: Class 15 contains 19510 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 275982 members 
Mstep: Class 18 contains 169671 members 
Mstep: Class 19 contains 165694 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 9627 members 
Mstep: Class 22 contains 18619 members 
Mstep: Class 23 contains 7899 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 10967 members 
Mstep: Class 26 contains 22388 members 
Mstep: Class 27 contains 13876 members 
Mstep: Class 28 contains 35352 members 
Mstep: Class 29 contains 59000 members 
Mstep: Class 30 contains 8572 members 
Mstep: Class 31 contains 39540 members 
Mstep: Class 32 contains 124547 members 
Mstep: Class 33 contains 3289 members 
Mstep: Class 34 contains 31202 members 
Mstep: Class 35 contains 6045 members 
Mstep: Class 36 contains 143082 members 
Mstep: Class 37 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150591296.000000 Penalty: 132058.609375
Iteration 43Q: 38 clusters Score -1.505913e+08 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 119204 members 
Mstep: Class 6 contains 170187 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 8 contains 52288 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 21043 members 
Mstep: Class 11 contains 124346 members 
Mstep: Class 12 contains 40767 members 
Mstep: Class 13 contains 8392 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 19501 members 
Mstep: Class 16 contains 2016 members 
Mstep: Class 17 contains 275121 members 
Mstep: Class 18 contains 169753 members 
Mstep: Class 19 contains 164906 members 
Mstep: Class 20 contains 8019 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 9880 members 
Mstep: Class 25 contains 11399 members 
Mstep: Class 26 contains 22241 members 
Mstep: Class 27 contains 13898 members 
Mstep: Class 28 contains 35287 members 
Mstep: Class 29 contains 58801 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 39479 members 
Mstep: Class 32 contains 124482 members 
Mstep: Class 33 contains 3282 members 
Mstep: Class 34 contains 31114 members 
Mstep: Class 35 contains 5969 members 
Mstep: Class 36 contains 143532 members 
Mstep: Class 37 contains 4755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150593488.000000 Penalty: 132058.609375
Iteration 44Q: 38 clusters Score -1.505935e+08 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 15090 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 10767 members 
Mstep: Class 5 contains 119816 members 
Mstep: Class 6 contains 169246 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 51835 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 21888 members 
Mstep: Class 11 contains 123839 members 
Mstep: Class 12 contains 40936 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 19499 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 17 contains 274484 members 
Mstep: Class 18 contains 169839 members 
Mstep: Class 19 contains 164531 members 
Mstep: Class 20 contains 7916 members 
Mstep: Class 21 contains 9678 members 
Mstep: Class 22 contains 18809 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 10826 members 
Mstep: Class 25 contains 11792 members 
Mstep: Class 26 contains 22133 members 
Mstep: Class 27 contains 13904 members 
Mstep: Class 28 contains 35204 members 
Mstep: Class 29 contains 58604 members 
Mstep: Class 30 contains 8617 members 
Mstep: Class 31 contains 39407 members 
Mstep: Class 32 contains 124440 members 
Mstep: Class 33 contains 3273 members 
Mstep: Class 34 contains 31024 members 
Mstep: Class 35 contains 5914 members 
Mstep: Class 36 contains 143701 members 
Mstep: Class 37 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150595808.000000 Penalty: 132058.609375
Iteration 45Q: 38 clusters Score -1.505958e+08 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 15041 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 120277 members 
Mstep: Class 6 contains 168496 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 51381 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 22453 members 
Mstep: Class 11 contains 123391 members 
Mstep: Class 12 contains 41064 members 
Mstep: Class 13 contains 8271 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 274017 members 
Mstep: Class 18 contains 169895 members 
Mstep: Class 19 contains 164379 members 
Mstep: Class 20 contains 7843 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 18874 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 11703 members 
Mstep: Class 25 contains 12126 members 
Mstep: Class 26 contains 22053 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 35105 members 
Mstep: Class 29 contains 58427 members 
Mstep: Class 30 contains 8615 members 
Mstep: Class 31 contains 39334 members 
Mstep: Class 32 contains 124412 members 
Mstep: Class 33 contains 3265 members 
Mstep: Class 34 contains 30959 members 
Mstep: Class 35 contains 5868 members 
Mstep: Class 36 contains 143776 members 
Mstep: Class 37 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150597904.000000 Penalty: 132058.609375
Iteration 46Q: 38 clusters Score -1.505979e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 15013 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 11152 members 
Mstep: Class 5 contains 120643 members 
Mstep: Class 6 contains 167811 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 8 contains 51001 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 22894 members 
Mstep: Class 11 contains 123059 members 
Mstep: Class 12 contains 41198 members 
Mstep: Class 13 contains 8260 members 
Mstep: Class 14 contains 5331 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 273682 members 
Mstep: Class 18 contains 169946 members 
Mstep: Class 19 contains 164320 members 
Mstep: Class 20 contains 7786 members 
Mstep: Class 21 contains 9702 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 7768 members 
Mstep: Class 24 contains 12479 members 
Mstep: Class 25 contains 12397 members 
Mstep: Class 26 contains 21982 members 
Mstep: Class 27 contains 13922 members 
Mstep: Class 28 contains 35020 members 
Mstep: Class 29 contains 58258 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 39263 members 
Mstep: Class 32 contains 124378 members 
Mstep: Class 33 contains 3260 members 
Mstep: Class 34 contains 30906 members 
Mstep: Class 35 contains 5814 members 
Mstep: Class 36 contains 143744 members 
Mstep: Class 37 contains 4912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150599360.000000 Penalty: 132058.609375
Iteration 47Q: 38 clusters Score -1.505994e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 15008 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 120927 members 
Mstep: Class 6 contains 167217 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 50634 members 
Mstep: Class 9 contains 7184 members 
Mstep: Class 10 contains 23191 members 
Mstep: Class 11 contains 122800 members 
Mstep: Class 12 contains 41298 members 
Mstep: Class 13 contains 8262 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 15 contains 19483 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 273468 members 
Mstep: Class 18 contains 169999 members 
Mstep: Class 19 contains 164313 members 
Mstep: Class 20 contains 7733 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18903 members 
Mstep: Class 23 contains 7748 members 
Mstep: Class 24 contains 13182 members 
Mstep: Class 25 contains 12618 members 
Mstep: Class 26 contains 21912 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 34960 members 
Mstep: Class 29 contains 58102 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 39213 members 
Mstep: Class 32 contains 124337 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 30833 members 
Mstep: Class 35 contains 5766 members 
Mstep: Class 36 contains 143707 members 
Mstep: Class 37 contains 4941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150600432.000000 Penalty: 132058.609375
Iteration 48Q: 38 clusters Score -1.506004e+08 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 14999 members 
Mstep: Class 3 contains 5637 members 
Mstep: Class 4 contains 11448 members 
Mstep: Class 5 contains 121169 members 
Mstep: Class 6 contains 166728 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 50254 members 
Mstep: Class 9 contains 7250 members 
Mstep: Class 10 contains 23392 members 
Mstep: Class 11 contains 122593 members 
Mstep: Class 12 contains 41369 members 
Mstep: Class 13 contains 8295 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 19481 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 273281 members 
Mstep: Class 18 contains 170038 members 
Mstep: Class 19 contains 164381 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 7741 members 
Mstep: Class 24 contains 13728 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 21853 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 34918 members 
Mstep: Class 29 contains 57970 members 
Mstep: Class 30 contains 8614 members 
Mstep: Class 31 contains 39175 members 
Mstep: Class 32 contains 124288 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 30771 members 
Mstep: Class 35 contains 5710 members 
Mstep: Class 36 contains 143654 members 
Mstep: Class 37 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150602016.000000 Penalty: 132058.609375
Iteration 49Q: 38 clusters Score -1.50602e+08 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14987 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 11558 members 
Mstep: Class 5 contains 121309 members 
Mstep: Class 6 contains 166342 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 49892 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 23550 members 
Mstep: Class 11 contains 122422 members 
Mstep: Class 12 contains 41450 members 
Mstep: Class 13 contains 8327 members 
Mstep: Class 14 contains 5462 members 
Mstep: Class 15 contains 19479 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 273144 members 
Mstep: Class 18 contains 170073 members 
Mstep: Class 19 contains 164469 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 9718 members 
Mstep: Class 22 contains 18994 members 
Mstep: Class 23 contains 7725 members 
Mstep: Class 24 contains 14229 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 21806 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 34873 members 
Mstep: Class 29 contains 57852 members 
Mstep: Class 30 contains 8616 members 
Mstep: Class 31 contains 39162 members 
Mstep: Class 32 contains 124260 members 
Mstep: Class 33 contains 3252 members 
Mstep: Class 34 contains 30722 members 
Mstep: Class 35 contains 5663 members 
Mstep: Class 36 contains 143563 members 
Mstep: Class 37 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603104.000000 Penalty: 132058.609375
Iteration 50Q: 38 clusters Score -1.506031e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 11646 members 
Mstep: Class 5 contains 121412 members 
Mstep: Class 6 contains 166026 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 49535 members 
Mstep: Class 9 contains 7330 members 
Mstep: Class 10 contains 23668 members 
Mstep: Class 11 contains 122289 members 
Mstep: Class 12 contains 41509 members 
Mstep: Class 13 contains 8355 members 
Mstep: Class 14 contains 5485 members 
Mstep: Class 15 contains 19480 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 273066 members 
Mstep: Class 18 contains 170110 members 
Mstep: Class 19 contains 164539 members 
Mstep: Class 20 contains 7643 members 
Mstep: Class 21 contains 9730 members 
Mstep: Class 22 contains 19065 members 
Mstep: Class 23 contains 7709 members 
Mstep: Class 24 contains 14637 members 
Mstep: Class 25 contains 13116 members 
Mstep: Class 26 contains 21763 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 34867 members 
Mstep: Class 29 contains 57750 members 
Mstep: Class 30 contains 8612 members 
Mstep: Class 31 contains 39144 members 
Mstep: Class 32 contains 124229 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30676 members 
Mstep: Class 35 contains 5633 members 
Mstep: Class 36 contains 143483 members 
Mstep: Class 37 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603648.000000 Penalty: 132058.609375
Iteration 51Q: 38 clusters Score -1.506036e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14978 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 11719 members 
Mstep: Class 5 contains 121474 members 
Mstep: Class 6 contains 165758 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 49233 members 
Mstep: Class 9 contains 7360 members 
Mstep: Class 10 contains 23758 members 
Mstep: Class 11 contains 122167 members 
Mstep: Class 12 contains 41571 members 
Mstep: Class 13 contains 8386 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 19478 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 273004 members 
Mstep: Class 18 contains 170148 members 
Mstep: Class 19 contains 164616 members 
Mstep: Class 20 contains 7636 members 
Mstep: Class 21 contains 9736 members 
Mstep: Class 22 contains 19105 members 
Mstep: Class 23 contains 7699 members 
Mstep: Class 24 contains 14981 members 
Mstep: Class 25 contains 13269 members 
Mstep: Class 26 contains 21719 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34860 members 
Mstep: Class 29 contains 57664 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 39126 members 
Mstep: Class 32 contains 124201 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30647 members 
Mstep: Class 35 contains 5604 members 
Mstep: Class 36 contains 143393 members 
Mstep: Class 37 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150604640.000000 Penalty: 132058.609375
Iteration 52Q: 38 clusters Score -1.506046e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14980 members 
Mstep: Class 3 contains 5916 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 121527 members 
Mstep: Class 6 contains 165522 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 48917 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 23812 members 
Mstep: Class 11 contains 122062 members 
Mstep: Class 12 contains 41633 members 
Mstep: Class 13 contains 8414 members 
Mstep: Class 14 contains 5503 members 
Mstep: Class 15 contains 19476 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 272973 members 
Mstep: Class 18 contains 170176 members 
Mstep: Class 19 contains 164690 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 9744 members 
Mstep: Class 22 contains 19101 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 15298 members 
Mstep: Class 25 contains 13449 members 
Mstep: Class 26 contains 21680 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 34857 members 
Mstep: Class 29 contains 57578 members 
Mstep: Class 30 contains 8588 members 
Mstep: Class 31 contains 39128 members 
Mstep: Class 32 contains 124181 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30626 members 
Mstep: Class 35 contains 5578 members 
Mstep: Class 36 contains 143312 members 
Mstep: Class 37 contains 5022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606000.000000 Penalty: 132058.609375
Iteration 53Q: 38 clusters Score -1.50606e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14990 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 11836 members 
Mstep: Class 5 contains 121565 members 
Mstep: Class 6 contains 165343 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 48636 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 23854 members 
Mstep: Class 11 contains 121962 members 
Mstep: Class 12 contains 41685 members 
Mstep: Class 13 contains 8431 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 19473 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 272942 members 
Mstep: Class 18 contains 170195 members 
Mstep: Class 19 contains 164757 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9749 members 
Mstep: Class 22 contains 19067 members 
Mstep: Class 23 contains 7685 members 
Mstep: Class 24 contains 15579 members 
Mstep: Class 25 contains 13604 members 
Mstep: Class 26 contains 21648 members 
Mstep: Class 27 contains 13946 members 
Mstep: Class 28 contains 34852 members 
Mstep: Class 29 contains 57511 members 
Mstep: Class 30 contains 8575 members 
Mstep: Class 31 contains 39149 members 
Mstep: Class 32 contains 124165 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30614 members 
Mstep: Class 35 contains 5559 members 
Mstep: Class 36 contains 143245 members 
Mstep: Class 37 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606288.000000 Penalty: 132058.609375
Iteration 54Q: 38 clusters Score -1.506063e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15004 members 
Mstep: Class 3 contains 6051 members 
Mstep: Class 4 contains 11873 members 
Mstep: Class 5 contains 121619 members 
Mstep: Class 6 contains 165177 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 48346 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 23884 members 
Mstep: Class 11 contains 121912 members 
Mstep: Class 12 contains 41710 members 
Mstep: Class 13 contains 8436 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 272931 members 
Mstep: Class 18 contains 170212 members 
Mstep: Class 19 contains 164783 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9752 members 
Mstep: Class 22 contains 19056 members 
Mstep: Class 23 contains 7674 members 
Mstep: Class 24 contains 15843 members 
Mstep: Class 25 contains 13748 members 
Mstep: Class 26 contains 21614 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 34841 members 
Mstep: Class 29 contains 57448 members 
Mstep: Class 30 contains 8557 members 
Mstep: Class 31 contains 39169 members 
Mstep: Class 32 contains 124157 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30597 members 
Mstep: Class 35 contains 5554 members 
Mstep: Class 36 contains 143214 members 
Mstep: Class 37 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150607488.000000 Penalty: 132058.609375
Iteration 55Q: 38 clusters Score -1.506075e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15005 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 121668 members 
Mstep: Class 6 contains 165027 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 48084 members 
Mstep: Class 9 contains 7451 members 
Mstep: Class 10 contains 23904 members 
Mstep: Class 11 contains 121886 members 
Mstep: Class 12 contains 41741 members 
Mstep: Class 13 contains 8441 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 2048 members 
Mstep: Class 17 contains 272925 members 
Mstep: Class 18 contains 170240 members 
Mstep: Class 19 contains 164810 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9761 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 7673 members 
Mstep: Class 24 contains 16055 members 
Mstep: Class 25 contains 13891 members 
Mstep: Class 26 contains 21581 members 
Mstep: Class 27 contains 13949 members 
Mstep: Class 28 contains 34825 members 
Mstep: Class 29 contains 57394 members 
Mstep: Class 30 contains 8546 members 
Mstep: Class 31 contains 39181 members 
Mstep: Class 32 contains 124145 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30581 members 
Mstep: Class 35 contains 5542 members 
Mstep: Class 36 contains 143184 members 
Mstep: Class 37 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150607824.000000 Penalty: 132058.609375
Iteration 56Q: 38 clusters Score -1.506078e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15023 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 11925 members 
Mstep: Class 5 contains 121727 members 
Mstep: Class 6 contains 164903 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 47869 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 23917 members 
Mstep: Class 11 contains 121846 members 
Mstep: Class 12 contains 41776 members 
Mstep: Class 13 contains 8432 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 2049 members 
Mstep: Class 17 contains 272919 members 
Mstep: Class 18 contains 170260 members 
Mstep: Class 19 contains 164820 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9763 members 
Mstep: Class 22 contains 18979 members 
Mstep: Class 23 contains 7672 members 
Mstep: Class 24 contains 16226 members 
Mstep: Class 25 contains 14018 members 
Mstep: Class 26 contains 21553 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 34805 members 
Mstep: Class 29 contains 57347 members 
Mstep: Class 30 contains 8542 members 
Mstep: Class 31 contains 39180 members 
Mstep: Class 32 contains 124138 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30571 members 
Mstep: Class 35 contains 5529 members 
Mstep: Class 36 contains 143173 members 
Mstep: Class 37 contains 5036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150608144.000000 Penalty: 132058.609375
Iteration 57Q: 38 clusters Score -1.506081e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 15056 members 
Mstep: Class 3 contains 6269 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 121785 members 
Mstep: Class 6 contains 164814 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 47654 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 23927 members 
Mstep: Class 11 contains 121838 members 
Mstep: Class 12 contains 41803 members 
Mstep: Class 13 contains 8414 members 
Mstep: Class 14 contains 5507 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 2050 members 
Mstep: Class 17 contains 272896 members 
Mstep: Class 18 contains 170282 members 
Mstep: Class 19 contains 164824 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9765 members 
Mstep: Class 22 contains 18896 members 
Mstep: Class 23 contains 7665 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 14168 members 
Mstep: Class 26 contains 21525 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34782 members 
Mstep: Class 29 contains 57305 members 
Mstep: Class 30 contains 8536 members 
Mstep: Class 31 contains 39170 members 
Mstep: Class 32 contains 124136 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30560 members 
Mstep: Class 35 contains 5518 members 
Mstep: Class 36 contains 143186 members 
Mstep: Class 37 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150608544.000000 Penalty: 132058.609375
Iteration 58Q: 38 clusters Score -1.506085e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15092 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 121834 members 
Mstep: Class 6 contains 164723 members 
Mstep: Class 7 contains 2573 members 
Mstep: Class 8 contains 47482 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 23934 members 
Mstep: Class 11 contains 121831 members 
Mstep: Class 12 contains 41829 members 
Mstep: Class 13 contains 8393 members 
Mstep: Class 14 contains 5507 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 2050 members 
Mstep: Class 17 contains 272874 members 
Mstep: Class 18 contains 170300 members 
Mstep: Class 19 contains 164831 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 9768 members 
Mstep: Class 22 contains 18794 members 
Mstep: Class 23 contains 7658 members 
Mstep: Class 24 contains 16488 members 
Mstep: Class 25 contains 14309 members 
Mstep: Class 26 contains 21502 members 
Mstep: Class 27 contains 13953 members 
Mstep: Class 28 contains 34766 members 
Mstep: Class 29 contains 57266 members 
Mstep: Class 30 contains 8531 members 
Mstep: Class 31 contains 39173 members 
Mstep: Class 32 contains 124129 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30553 members 
Mstep: Class 35 contains 5509 members 
Mstep: Class 36 contains 143198 members 
Mstep: Class 37 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150608736.000000 Penalty: 132058.609375
Iteration 59Q: 38 clusters Score -1.506087e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 15132 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 121870 members 
Mstep: Class 6 contains 164656 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 47329 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 23948 members 
Mstep: Class 11 contains 121804 members 
Mstep: Class 12 contains 41848 members 
Mstep: Class 13 contains 8377 members 
Mstep: Class 14 contains 5507 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 272861 members 
Mstep: Class 18 contains 170314 members 
Mstep: Class 19 contains 164839 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 9763 members 
Mstep: Class 22 contains 18715 members 
Mstep: Class 23 contains 7664 members 
Mstep: Class 24 contains 16578 members 
Mstep: Class 25 contains 14449 members 
Mstep: Class 26 contains 21482 members 
Mstep: Class 27 contains 13952 members 
Mstep: Class 28 contains 34755 members 
Mstep: Class 29 contains 57239 members 
Mstep: Class 30 contains 8529 members 
Mstep: Class 31 contains 39166 members 
Mstep: Class 32 contains 124120 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30541 members 
Mstep: Class 35 contains 5502 members 
Mstep: Class 36 contains 143199 members 
Mstep: Class 37 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150610784.000000 Penalty: 132058.609375
Iteration 60F: 38 clusters Score -1.506108e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 15129 members 
Mstep: Class 3 contains 6507 members 
Mstep: Class 4 contains 11965 members 
Mstep: Class 5 contains 121903 members 
Mstep: Class 6 contains 164603 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 47109 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 23952 members 
Mstep: Class 11 contains 121729 members 
Mstep: Class 12 contains 41863 members 
Mstep: Class 13 contains 8030 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 272857 members 
Mstep: Class 18 contains 170332 members 
Mstep: Class 19 contains 164857 members 
Mstep: Class 20 contains 7623 members 
Mstep: Class 21 contains 9754 members 
Mstep: Class 22 contains 18596 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 17395 members 
Mstep: Class 25 contains 14586 members 
Mstep: Class 26 contains 21465 members 
Mstep: Class 27 contains 13949 members 
Mstep: Class 28 contains 34707 members 
Mstep: Class 29 contains 57151 members 
Mstep: Class 30 contains 8499 members 
Mstep: Class 31 contains 39081 members 
Mstep: Class 32 contains 124089 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30512 members 
Mstep: Class 35 contains 5490 members 
Mstep: Class 36 contains 143181 members 
Mstep: Class 37 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611680.000000 Penalty: 132058.609375
Iteration 61Q: 38 clusters Score -1.506117e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15137 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 11985 members 
Mstep: Class 5 contains 122001 members 
Mstep: Class 6 contains 164605 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 46890 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 23965 members 
Mstep: Class 11 contains 121683 members 
Mstep: Class 12 contains 41859 members 
Mstep: Class 13 contains 7849 members 
Mstep: Class 14 contains 5528 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 272849 members 
Mstep: Class 18 contains 170350 members 
Mstep: Class 19 contains 164883 members 
Mstep: Class 20 contains 7622 members 
Mstep: Class 21 contains 9746 members 
Mstep: Class 22 contains 18538 members 
Mstep: Class 23 contains 7653 members 
Mstep: Class 24 contains 17872 members 
Mstep: Class 25 contains 14703 members 
Mstep: Class 26 contains 21450 members 
Mstep: Class 27 contains 13947 members 
Mstep: Class 28 contains 34646 members 
Mstep: Class 29 contains 57061 members 
Mstep: Class 30 contains 8464 members 
Mstep: Class 31 contains 38979 members 
Mstep: Class 32 contains 124043 members 
Mstep: Class 33 contains 3253 members 
Mstep: Class 34 contains 30475 members 
Mstep: Class 35 contains 5481 members 
Mstep: Class 36 contains 143156 members 
Mstep: Class 37 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611488.000000 Penalty: 132058.609375
Iteration 62Q: 38 clusters Score -1.506115e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 122092 members 
Mstep: Class 6 contains 164630 members 
Mstep: Class 7 contains 2581 members 
Mstep: Class 8 contains 46686 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 10 contains 23985 members 
Mstep: Class 11 contains 121672 members 
Mstep: Class 12 contains 41862 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 15 contains 19474 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 272833 members 
Mstep: Class 18 contains 170365 members 
Mstep: Class 19 contains 164916 members 
Mstep: Class 20 contains 7621 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 22 contains 18499 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 18204 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 21432 members 
Mstep: Class 27 contains 13945 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 56969 members 
Mstep: Class 30 contains 8449 members 
Mstep: Class 31 contains 38869 members 
Mstep: Class 32 contains 123977 members 
Mstep: Class 33 contains 3252 members 
Mstep: Class 34 contains 30440 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 36 contains 143138 members 
Mstep: Class 37 contains 5129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611888.000000 Penalty: 132058.609375
Iteration 63Q: 38 clusters Score -1.506119e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 6846 members 
Mstep: Class 4 contains 12035 members 
Mstep: Class 5 contains 122172 members 
Mstep: Class 6 contains 164659 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 46523 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 24001 members 
Mstep: Class 11 contains 121681 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 7622 members 
Mstep: Class 14 contains 5534 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 272824 members 
Mstep: Class 18 contains 170376 members 
Mstep: Class 19 contains 164938 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 9738 members 
Mstep: Class 22 contains 18436 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 18442 members 
Mstep: Class 25 contains 14901 members 
Mstep: Class 26 contains 21416 members 
Mstep: Class 27 contains 13946 members 
Mstep: Class 28 contains 34545 members 
Mstep: Class 29 contains 56903 members 
Mstep: Class 30 contains 8427 members 
Mstep: Class 31 contains 38773 members 
Mstep: Class 32 contains 123930 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 30415 members 
Mstep: Class 35 contains 5461 members 
Mstep: Class 36 contains 143125 members 
Mstep: Class 37 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150612000.000000 Penalty: 132058.609375
Iteration 64Q: 38 clusters Score -1.50612e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 15192 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 122251 members 
Mstep: Class 6 contains 164686 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 46393 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 24009 members 
Mstep: Class 11 contains 121693 members 
Mstep: Class 12 contains 41875 members 
Mstep: Class 13 contains 7528 members 
Mstep: Class 14 contains 5535 members 
Mstep: Class 15 contains 19470 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272816 members 
Mstep: Class 18 contains 170382 members 
Mstep: Class 19 contains 164964 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9737 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 18598 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 21403 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 34506 members 
Mstep: Class 29 contains 56844 members 
Mstep: Class 30 contains 8409 members 
Mstep: Class 31 contains 38707 members 
Mstep: Class 32 contains 123881 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 30395 members 
Mstep: Class 35 contains 5456 members 
Mstep: Class 36 contains 143111 members 
Mstep: Class 37 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611616.000000 Penalty: 132058.609375
Iteration 65Q: 38 clusters Score -1.506116e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 15200 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 12089 members 
Mstep: Class 5 contains 122321 members 
Mstep: Class 6 contains 164708 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 46259 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 24020 members 
Mstep: Class 11 contains 121726 members 
Mstep: Class 12 contains 41879 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19465 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 272816 members 
Mstep: Class 18 contains 170392 members 
Mstep: Class 19 contains 164973 members 
Mstep: Class 20 contains 7618 members 
Mstep: Class 21 contains 9734 members 
Mstep: Class 22 contains 18353 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 18733 members 
Mstep: Class 25 contains 15048 members 
Mstep: Class 26 contains 21389 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34484 members 
Mstep: Class 29 contains 56796 members 
Mstep: Class 30 contains 8397 members 
Mstep: Class 31 contains 38641 members 
Mstep: Class 32 contains 123813 members 
Mstep: Class 33 contains 3250 members 
Mstep: Class 34 contains 30371 members 
Mstep: Class 35 contains 5448 members 
Mstep: Class 36 contains 143106 members 
Mstep: Class 37 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611472.000000 Penalty: 132058.609375
Iteration 66Q: 38 clusters Score -1.506115e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 7145 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 122390 members 
Mstep: Class 6 contains 164715 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 7568 members 
Mstep: Class 10 contains 24027 members 
Mstep: Class 11 contains 121749 members 
Mstep: Class 12 contains 41889 members 
Mstep: Class 13 contains 7396 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19464 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 272820 members 
Mstep: Class 18 contains 170403 members 
Mstep: Class 19 contains 164981 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 18326 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 18864 members 
Mstep: Class 25 contains 15080 members 
Mstep: Class 26 contains 21379 members 
Mstep: Class 27 contains 13953 members 
Mstep: Class 28 contains 34457 members 
Mstep: Class 29 contains 56750 members 
Mstep: Class 30 contains 8382 members 
Mstep: Class 31 contains 38589 members 
Mstep: Class 32 contains 123758 members 
Mstep: Class 33 contains 3248 members 
Mstep: Class 34 contains 30353 members 
Mstep: Class 35 contains 5442 members 
Mstep: Class 36 contains 143096 members 
Mstep: Class 37 contains 5160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611632.000000 Penalty: 132058.609375
Iteration 67Q: 38 clusters Score -1.506116e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15215 members 
Mstep: Class 3 contains 7230 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 122469 members 
Mstep: Class 6 contains 164713 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 46065 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 24036 members 
Mstep: Class 11 contains 121775 members 
Mstep: Class 12 contains 41901 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272821 members 
Mstep: Class 18 contains 170415 members 
Mstep: Class 19 contains 165000 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 18301 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 18961 members 
Mstep: Class 25 contains 15115 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34431 members 
Mstep: Class 29 contains 56718 members 
Mstep: Class 30 contains 8380 members 
Mstep: Class 31 contains 38541 members 
Mstep: Class 32 contains 123704 members 
Mstep: Class 33 contains 3250 members 
Mstep: Class 34 contains 30343 members 
Mstep: Class 35 contains 5433 members 
Mstep: Class 36 contains 143074 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611504.000000 Penalty: 132058.609375
Iteration 68Q: 38 clusters Score -1.506115e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15223 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 12127 members 
Mstep: Class 5 contains 122541 members 
Mstep: Class 6 contains 164723 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 45987 members 
Mstep: Class 9 contains 7575 members 
Mstep: Class 10 contains 24045 members 
Mstep: Class 11 contains 121800 members 
Mstep: Class 12 contains 41902 members 
Mstep: Class 13 contains 7282 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272824 members 
Mstep: Class 18 contains 170428 members 
Mstep: Class 19 contains 165017 members 
Mstep: Class 20 contains 7618 members 
Mstep: Class 21 contains 9727 members 
Mstep: Class 22 contains 18271 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 19026 members 
Mstep: Class 25 contains 15139 members 
Mstep: Class 26 contains 21361 members 
Mstep: Class 27 contains 13953 members 
Mstep: Class 28 contains 34410 members 
Mstep: Class 29 contains 56695 members 
Mstep: Class 30 contains 8371 members 
Mstep: Class 31 contains 38510 members 
Mstep: Class 32 contains 123662 members 
Mstep: Class 33 contains 3249 members 
Mstep: Class 34 contains 30340 members 
Mstep: Class 35 contains 5426 members 
Mstep: Class 36 contains 143048 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611232.000000 Penalty: 132058.609375
Iteration 69Q: 38 clusters Score -1.506112e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 12137 members 
Mstep: Class 5 contains 122605 members 
Mstep: Class 6 contains 164739 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 45922 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 24055 members 
Mstep: Class 11 contains 121824 members 
Mstep: Class 12 contains 41904 members 
Mstep: Class 13 contains 7233 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19458 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 272826 members 
Mstep: Class 18 contains 170441 members 
Mstep: Class 19 contains 165025 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9727 members 
Mstep: Class 22 contains 18246 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 19093 members 
Mstep: Class 25 contains 15154 members 
Mstep: Class 26 contains 21346 members 
Mstep: Class 27 contains 13953 members 
Mstep: Class 28 contains 34397 members 
Mstep: Class 29 contains 56667 members 
Mstep: Class 30 contains 8365 members 
Mstep: Class 31 contains 38462 members 
Mstep: Class 32 contains 123633 members 
Mstep: Class 33 contains 3248 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5421 members 
Mstep: Class 36 contains 143032 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611520.000000 Penalty: 132058.609375
Iteration 70Q: 38 clusters Score -1.506115e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15240 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 122652 members 
Mstep: Class 6 contains 164750 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 45857 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 24068 members 
Mstep: Class 11 contains 121855 members 
Mstep: Class 12 contains 41906 members 
Mstep: Class 13 contains 7195 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19452 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 272821 members 
Mstep: Class 18 contains 170452 members 
Mstep: Class 19 contains 165031 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 18233 members 
Mstep: Class 23 contains 7621 members 
Mstep: Class 24 contains 19153 members 
Mstep: Class 25 contains 15173 members 
Mstep: Class 26 contains 21337 members 
Mstep: Class 27 contains 13952 members 
Mstep: Class 28 contains 34379 members 
Mstep: Class 29 contains 56638 members 
Mstep: Class 30 contains 8345 members 
Mstep: Class 31 contains 38419 members 
Mstep: Class 32 contains 123605 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 30335 members 
Mstep: Class 35 contains 5411 members 
Mstep: Class 36 contains 143020 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611232.000000 Penalty: 132058.609375
Iteration 71Q: 38 clusters Score -1.506112e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 15244 members 
Mstep: Class 3 contains 7470 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 122698 members 
Mstep: Class 6 contains 164761 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 45801 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 24071 members 
Mstep: Class 11 contains 121883 members 
Mstep: Class 12 contains 41914 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 272819 members 
Mstep: Class 18 contains 170458 members 
Mstep: Class 19 contains 165034 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 18221 members 
Mstep: Class 23 contains 7619 members 
Mstep: Class 24 contains 19187 members 
Mstep: Class 25 contains 15195 members 
Mstep: Class 26 contains 21330 members 
Mstep: Class 27 contains 13952 members 
Mstep: Class 28 contains 34363 members 
Mstep: Class 29 contains 56624 members 
Mstep: Class 30 contains 8337 members 
Mstep: Class 31 contains 38379 members 
Mstep: Class 32 contains 123579 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5403 members 
Mstep: Class 36 contains 143015 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611216.000000 Penalty: 132058.609375
Iteration 72Q: 38 clusters Score -1.506112e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 15251 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 12191 members 
Mstep: Class 5 contains 122734 members 
Mstep: Class 6 contains 164779 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45742 members 
Mstep: Class 9 contains 7595 members 
Mstep: Class 10 contains 24077 members 
Mstep: Class 11 contains 121891 members 
Mstep: Class 12 contains 41925 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 19449 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272821 members 
Mstep: Class 18 contains 170463 members 
Mstep: Class 19 contains 165037 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 18213 members 
Mstep: Class 23 contains 7617 members 
Mstep: Class 24 contains 19220 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 21324 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34359 members 
Mstep: Class 29 contains 56611 members 
Mstep: Class 30 contains 8340 members 
Mstep: Class 31 contains 38340 members 
Mstep: Class 32 contains 123552 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5398 members 
Mstep: Class 36 contains 143005 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150610976.000000 Penalty: 132058.609375
Iteration 73Q: 38 clusters Score -1.50611e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 122769 members 
Mstep: Class 6 contains 164791 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45690 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 24082 members 
Mstep: Class 11 contains 121906 members 
Mstep: Class 12 contains 41926 members 
Mstep: Class 13 contains 7109 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272822 members 
Mstep: Class 18 contains 170466 members 
Mstep: Class 19 contains 165039 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9720 members 
Mstep: Class 22 contains 18198 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 19271 members 
Mstep: Class 25 contains 15226 members 
Mstep: Class 26 contains 21320 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34349 members 
Mstep: Class 29 contains 56587 members 
Mstep: Class 30 contains 8344 members 
Mstep: Class 31 contains 38309 members 
Mstep: Class 32 contains 123529 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 30337 members 
Mstep: Class 35 contains 5392 members 
Mstep: Class 36 contains 142996 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611344.000000 Penalty: 132058.609375
Iteration 74Q: 38 clusters Score -1.506113e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 7557 members 
Mstep: Class 4 contains 12221 members 
Mstep: Class 5 contains 122777 members 
Mstep: Class 6 contains 164803 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45656 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 24088 members 
Mstep: Class 11 contains 121925 members 
Mstep: Class 12 contains 41933 members 
Mstep: Class 13 contains 7090 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272818 members 
Mstep: Class 18 contains 170470 members 
Mstep: Class 19 contains 165035 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9717 members 
Mstep: Class 22 contains 18184 members 
Mstep: Class 23 contains 7615 members 
Mstep: Class 24 contains 19321 members 
Mstep: Class 25 contains 15238 members 
Mstep: Class 26 contains 21317 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34346 members 
Mstep: Class 29 contains 56556 members 
Mstep: Class 30 contains 8344 members 
Mstep: Class 31 contains 38283 members 
Mstep: Class 32 contains 123514 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 30338 members 
Mstep: Class 35 contains 5385 members 
Mstep: Class 36 contains 142997 members 
Mstep: Class 37 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611392.000000 Penalty: 132058.609375
Iteration 75Q: 38 clusters Score -1.506114e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 7579 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 122795 members 
Mstep: Class 6 contains 164810 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 24091 members 
Mstep: Class 11 contains 121944 members 
Mstep: Class 12 contains 41936 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 5538 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272822 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165030 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9716 members 
Mstep: Class 22 contains 18177 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 19352 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 21313 members 
Mstep: Class 27 contains 13950 members 
Mstep: Class 28 contains 34337 members 
Mstep: Class 29 contains 56536 members 
Mstep: Class 30 contains 8342 members 
Mstep: Class 31 contains 38255 members 
Mstep: Class 32 contains 123499 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 30337 members 
Mstep: Class 35 contains 5383 members 
Mstep: Class 36 contains 142996 members 
Mstep: Class 37 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611440.000000 Penalty: 132058.609375
Iteration 76Q: 38 clusters Score -1.506114e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 122813 members 
Mstep: Class 6 contains 164817 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45592 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 24093 members 
Mstep: Class 11 contains 121966 members 
Mstep: Class 12 contains 41941 members 
Mstep: Class 13 contains 7051 members 
Mstep: Class 14 contains 5540 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272820 members 
Mstep: Class 18 contains 170473 members 
Mstep: Class 19 contains 165032 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 18179 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 19381 members 
Mstep: Class 25 contains 15261 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13950 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56525 members 
Mstep: Class 30 contains 8344 members 
Mstep: Class 31 contains 38227 members 
Mstep: Class 32 contains 123486 members 
Mstep: Class 33 contains 3246 members 
Mstep: Class 34 contains 30337 members 
Mstep: Class 35 contains 5380 members 
Mstep: Class 36 contains 142994 members 
Mstep: Class 37 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611408.000000 Penalty: 132058.609375
Iteration 77Q: 38 clusters Score -1.506114e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 15264 members 
Mstep: Class 3 contains 7613 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 122828 members 
Mstep: Class 6 contains 164816 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45571 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 24097 members 
Mstep: Class 11 contains 121989 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170474 members 
Mstep: Class 19 contains 165028 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 18169 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19395 members 
Mstep: Class 25 contains 15271 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34336 members 
Mstep: Class 29 contains 56513 members 
Mstep: Class 30 contains 8351 members 
Mstep: Class 31 contains 38202 members 
Mstep: Class 32 contains 123476 members 
Mstep: Class 33 contains 3245 members 
Mstep: Class 34 contains 30337 members 
Mstep: Class 35 contains 5378 members 
Mstep: Class 36 contains 142996 members 
Mstep: Class 37 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611360.000000 Penalty: 132058.609375
Iteration 78Q: 38 clusters Score -1.506114e+08 nChanged 223
Entering ConstructFrom: 
Score: -150611360.000000 Penalty: 132058.609375
Entering ConstructFrom: 
Trying to split cluster 1 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -714577.437500 Penalty: 2265.231689
	Iteration 0F: 2 clusters Score -714577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -707410.000000 Penalty: 4530.463379
	Iteration 0F: 3 clusters Score -707410 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -709578.312500 Penalty: 4530.463379
	Iteration 1F: 3 clusters Score -709578.3 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -710166.187500 Penalty: 4530.463379
	Iteration 2F: 3 clusters Score -710166.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -710860.625000 Penalty: 4530.463379
	Iteration 3F: 3 clusters Score -710860.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -711588.500000 Penalty: 4530.463379
	Iteration 4F: 3 clusters Score -711588.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -712328.250000 Penalty: 4530.463379
	Iteration 5F: 3 clusters Score -712328.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -712923.687500 Penalty: 4530.463379
	Iteration 6F: 3 clusters Score -712923.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -713316.687500 Penalty: 4530.463379
	Iteration 7F: 3 clusters Score -713316.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -713541.312500 Penalty: 4530.463379
	Iteration 8Q: 3 clusters Score -713541.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -713666.687500 Penalty: 4530.463379
	Iteration 9Q: 3 clusters Score -713666.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -713736.437500 Penalty: 4530.463379
	Iteration 10Q: 3 clusters Score -713736.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -713782.250000 Penalty: 4530.463379
	Iteration 11Q: 3 clusters Score -713782.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -713806.250000 Penalty: 4530.463379
	Iteration 12Q: 3 clusters Score -713806.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -713822.062500 Penalty: 4530.463379
	Iteration 13Q: 3 clusters Score -713822.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -713829.562500 Penalty: 4530.463379
	Iteration 14Q: 3 clusters Score -713829.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -713837.625000 Penalty: 4530.463379
	Iteration 15Q: 3 clusters Score -713837.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -713844.250000 Penalty: 4530.463379
	Iteration 16Q: 3 clusters Score -713844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -713848.625000 Penalty: 4530.463379
	Iteration 17Q: 3 clusters Score -713848.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -713854.125000 Penalty: 4530.463379
	Iteration 18Q: 3 clusters Score -713854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -713857.062500 Penalty: 4530.463379
	Iteration 19Q: 3 clusters Score -713857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -713858.437500 Penalty: 4530.463379
	Iteration 20F: 3 clusters Score -713858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -713860.625000 Penalty: 4530.463379
	Iteration 21Q: 3 clusters Score -713860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -713864.062500 Penalty: 4530.463379
	Iteration 22Q: 3 clusters Score -713864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -713862.437500 Penalty: 4530.463379
	Iteration 23Q: 3 clusters Score -713862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -713865.250000 Penalty: 4530.463379
	Iteration 24Q: 3 clusters Score -713865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -713866.500000 Penalty: 4530.463379
	Iteration 25Q: 3 clusters Score -713866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -713867.187500 Penalty: 4530.463379
	Iteration 26Q: 3 clusters Score -713867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -713866.812500 Penalty: 4530.463379
	Iteration 27Q: 3 clusters Score -713866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -713866.812500 Penalty: 4530.463379
	Iteration 28F: 3 clusters Score -713866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Entering Unmasked Estep 
Score: -1105756.125000 Penalty: 2389.127930
	Iteration 0F: 2 clusters Score -1105756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1094739.250000 Penalty: 4778.255859
	Iteration 0F: 3 clusters Score -1094739 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1098842.000000 Penalty: 4778.255859
	Iteration 1F: 3 clusters Score -1098842 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1100246.875000 Penalty: 4778.255859
	Iteration 2F: 3 clusters Score -1100247 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1102570.625000 Penalty: 4778.255859
	Iteration 3F: 3 clusters Score -1102571 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1105714.375000 Penalty: 4778.255859
	Iteration 4F: 3 clusters Score -1105714 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1108288.250000 Penalty: 4778.255859
	Iteration 5F: 3 clusters Score -1108288 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1109136.375000 Penalty: 4778.255859
	Iteration 6F: 3 clusters Score -1109136 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1109498.750000 Penalty: 4778.255859
	Iteration 7Q: 3 clusters Score -1109499 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1109709.875000 Penalty: 4778.255859
	Iteration 8Q: 3 clusters Score -1109710 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1109854.250000 Penalty: 4778.255859
	Iteration 9Q: 3 clusters Score -1109854 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1109995.500000 Penalty: 4778.255859
	Iteration 10Q: 3 clusters Score -1109996 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1110121.250000 Penalty: 4778.255859
	Iteration 11Q: 3 clusters Score -1110121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1110225.000000 Penalty: 4778.255859
	Iteration 12Q: 3 clusters Score -1110225 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1110300.500000 Penalty: 4778.255859
	Iteration 13Q: 3 clusters Score -1110300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1110390.000000 Penalty: 4778.255859
	Iteration 14Q: 3 clusters Score -1110390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1110495.000000 Penalty: 4778.255859
	Iteration 15Q: 3 clusters Score -1110495 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1110613.375000 Penalty: 4778.255859
	Iteration 16Q: 3 clusters Score -1110613 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1110744.125000 Penalty: 4778.255859
	Iteration 17Q: 3 clusters Score -1110744 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1110904.750000 Penalty: 4778.255859
	Iteration 18Q: 3 clusters Score -1110905 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1111085.750000 Penalty: 4778.255859
	Iteration 19Q: 3 clusters Score -1111086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1111236.875000 Penalty: 4778.255859
	Iteration 20F: 3 clusters Score -1111237 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1111372.000000 Penalty: 4778.255859
	Iteration 21Q: 3 clusters Score -1111372 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1111468.250000 Penalty: 4778.255859
	Iteration 22Q: 3 clusters Score -1111468 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1111542.500000 Penalty: 4778.255859
	Iteration 23Q: 3 clusters Score -1111542 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1111605.875000 Penalty: 4778.255859
	Iteration 24Q: 3 clusters Score -1111606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1111652.750000 Penalty: 4778.255859
	Iteration 25Q: 3 clusters Score -1111653 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1111705.750000 Penalty: 4778.255859
	Iteration 26Q: 3 clusters Score -1111706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1111776.875000 Penalty: 4778.255859
	Iteration 27Q: 3 clusters Score -1111777 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1111879.125000 Penalty: 4778.255859
	Iteration 28Q: 3 clusters Score -1111879 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1112009.375000 Penalty: 4778.255859
	Iteration 29Q: 3 clusters Score -1112009 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1112207.500000 Penalty: 4778.255859
	Iteration 30Q: 3 clusters Score -1112208 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1112446.875000 Penalty: 4778.255859
	Iteration 31Q: 3 clusters Score -1112447 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1112710.500000 Penalty: 4778.255859
	Iteration 32Q: 3 clusters Score -1112710 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1112929.625000 Penalty: 4778.255859
	Iteration 33Q: 3 clusters Score -1112930 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1113057.500000 Penalty: 4778.255859
	Iteration 34Q: 3 clusters Score -1113058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1113153.000000 Penalty: 4778.255859
	Iteration 35Q: 3 clusters Score -1113153 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1113285.625000 Penalty: 4778.255859
	Iteration 36Q: 3 clusters Score -1113286 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1113515.125000 Penalty: 4778.255859
	Iteration 37Q: 3 clusters Score -1113515 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1113788.375000 Penalty: 4778.255859
	Iteration 38Q: 3 clusters Score -1113788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1113936.250000 Penalty: 4778.255859
	Iteration 39Q: 3 clusters Score -1113936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1113998.750000 Penalty: 4778.255859
	Iteration 40F: 3 clusters Score -1113999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1114034.625000 Penalty: 4778.255859
	Iteration 41Q: 3 clusters Score -1114035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1114051.125000 Penalty: 4778.255859
	Iteration 42Q: 3 clusters Score -1114051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1114061.000000 Penalty: 4778.255859
	Iteration 43Q: 3 clusters Score -1114061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1114079.000000 Penalty: 4778.255859
	Iteration 44Q: 3 clusters Score -1114079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1114084.875000 Penalty: 4778.255859
	Iteration 45Q: 3 clusters Score -1114085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1114090.250000 Penalty: 4778.255859
	Iteration 46Q: 3 clusters Score -1114090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1114094.500000 Penalty: 4778.255859
	Iteration 47Q: 3 clusters Score -1114094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1114101.500000 Penalty: 4778.255859
	Iteration 48Q: 3 clusters Score -1114102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1114104.750000 Penalty: 4778.255859
	Iteration 49Q: 3 clusters Score -1114105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1114106.500000 Penalty: 4778.255859
	Iteration 50Q: 3 clusters Score -1114106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1114108.250000 Penalty: 4778.255859
	Iteration 51Q: 3 clusters Score -1114108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1114113.250000 Penalty: 4778.255859
	Iteration 52Q: 3 clusters Score -1114113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1114115.750000 Penalty: 4778.255859
	Iteration 53Q: 3 clusters Score -1114116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1114119.000000 Penalty: 4778.255859
	Iteration 54Q: 3 clusters Score -1114119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1114123.000000 Penalty: 4778.255859
	Iteration 55Q: 3 clusters Score -1114123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1114129.625000 Penalty: 4778.255859
	Iteration 56Q: 3 clusters Score -1114130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1114136.125000 Penalty: 4778.255859
	Iteration 57Q: 3 clusters Score -1114136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1114147.500000 Penalty: 4778.255859
	Iteration 58Q: 3 clusters Score -1114148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1114154.875000 Penalty: 4778.255859
	Iteration 59Q: 3 clusters Score -1114155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1114162.875000 Penalty: 4778.255859
	Iteration 60F: 3 clusters Score -1114163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1114175.750000 Penalty: 4778.255859
	Iteration 61Q: 3 clusters Score -1114176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1114187.000000 Penalty: 4778.255859
	Iteration 62Q: 3 clusters Score -1114187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1114205.625000 Penalty: 4778.255859
	Iteration 63Q: 3 clusters Score -1114206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1114229.500000 Penalty: 4778.255859
	Iteration 64Q: 3 clusters Score -1114230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1114270.000000 Penalty: 4778.255859
	Iteration 65Q: 3 clusters Score -1114270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1114350.875000 Penalty: 4778.255859
	Iteration 66Q: 3 clusters Score -1114351 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1114521.125000 Penalty: 4778.255859
	Iteration 67Q: 3 clusters Score -1114521 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1115047.125000 Penalty: 4778.255859
	Iteration 68Q: 3 clusters Score -1115047 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1116539.250000 Penalty: 4778.255859
	Iteration 69Q: 3 clusters Score -1116539 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1118306.250000 Penalty: 4778.255859
	Iteration 70Q: 3 clusters Score -1118306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1118347.250000 Penalty: 4778.255859
	Iteration 71Q: 3 clusters Score -1118347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1118353.125000 Penalty: 4778.255859
	Iteration 72Q: 3 clusters Score -1118353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1118358.000000 Penalty: 4778.255859
	Iteration 73Q: 3 clusters Score -1118358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1118360.000000 Penalty: 4778.255859
	Iteration 74Q: 3 clusters Score -1118360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1118360.500000 Penalty: 4778.255859
	Iteration 75Q: 3 clusters Score -1118360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1118359.250000 Penalty: 4778.255859
	Iteration 76Q: 3 clusters Score -1118359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1118363.000000 Penalty: 4778.255859
	Iteration 77Q: 3 clusters Score -1118363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1118365.250000 Penalty: 4778.255859
	Iteration 78Q: 3 clusters Score -1118365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1118365.250000 Penalty: 4778.255859
	Iteration 79F: 3 clusters Score -1118365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 7626 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 24099 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Entering Unmasked Estep 
Score: -150623168.000000 Penalty: 135627.765625
Splitting cluster 2 changes total score from -150611360.000000 to -150623168.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 3 (7626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Entering Unmasked Estep 
Score: -555136.750000 Penalty: 2216.950928
	Iteration 0F: 2 clusters Score -555136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -548978.750000 Penalty: 4433.901855
	Iteration 0F: 3 clusters Score -548978.8 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -550616.500000 Penalty: 4433.901855
	Iteration 1F: 3 clusters Score -550616.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -551054.812500 Penalty: 4433.901855
	Iteration 2F: 3 clusters Score -551054.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -551680.250000 Penalty: 4433.901855
	Iteration 3F: 3 clusters Score -551680.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -552642.187500 Penalty: 4433.901855
	Iteration 4F: 3 clusters Score -552642.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -553833.625000 Penalty: 4433.901855
	Iteration 5F: 3 clusters Score -553833.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -555021.437500 Penalty: 4433.901855
	Iteration 6F: 3 clusters Score -555021.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -555936.437500 Penalty: 4433.901855
	Iteration 7F: 3 clusters Score -555936.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -556461.687500 Penalty: 4433.901855
	Iteration 8F: 3 clusters Score -556461.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -556626.562500 Penalty: 4433.901855
	Iteration 9Q: 3 clusters Score -556626.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -556697.562500 Penalty: 4433.901855
	Iteration 10Q: 3 clusters Score -556697.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -556726.062500 Penalty: 4433.901855
	Iteration 11Q: 3 clusters Score -556726.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -556739.187500 Penalty: 4433.901855
	Iteration 12Q: 3 clusters Score -556739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -556741.812500 Penalty: 4433.901855
	Iteration 13Q: 3 clusters Score -556741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -556743.187500 Penalty: 4433.901855
	Iteration 14Q: 3 clusters Score -556743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -556744.250000 Penalty: 4433.901855
	Iteration 15Q: 3 clusters Score -556744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -556744.250000 Penalty: 4433.901855
	Iteration 16F: 3 clusters Score -556744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 24099 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Entering Unmasked Estep 
Score: -150623376.000000 Penalty: 139196.921875
Splitting cluster 3 changes total score from -150611360.000000 to -150623376.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (12242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Entering Unmasked Estep 
Score: -959776.062500 Penalty: 2334.331787
	Iteration 0F: 2 clusters Score -959776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -950786.250000 Penalty: 4668.663574
	Iteration 0F: 3 clusters Score -950786.2 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -953649.062500 Penalty: 4668.663574
	Iteration 1F: 3 clusters Score -953649.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -954151.437500 Penalty: 4668.663574
	Iteration 2F: 3 clusters Score -954151.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -954540.125000 Penalty: 4668.663574
	Iteration 3F: 3 clusters Score -954540.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -954875.437500 Penalty: 4668.663574
	Iteration 4F: 3 clusters Score -954875.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -955202.250000 Penalty: 4668.663574
	Iteration 5Q: 3 clusters Score -955202.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -955490.625000 Penalty: 4668.663574
	Iteration 6Q: 3 clusters Score -955490.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -955750.500000 Penalty: 4668.663574
	Iteration 7Q: 3 clusters Score -955750.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -956000.562500 Penalty: 4668.663574
	Iteration 8Q: 3 clusters Score -956000.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -956287.000000 Penalty: 4668.663574
	Iteration 9Q: 3 clusters Score -956287 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -956576.125000 Penalty: 4668.663574
	Iteration 10Q: 3 clusters Score -956576.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -956841.937500 Penalty: 4668.663574
	Iteration 11Q: 3 clusters Score -956841.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -957079.375000 Penalty: 4668.663574
	Iteration 12Q: 3 clusters Score -957079.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -957277.312500 Penalty: 4668.663574
	Iteration 13Q: 3 clusters Score -957277.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -957421.125000 Penalty: 4668.663574
	Iteration 14Q: 3 clusters Score -957421.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -957530.500000 Penalty: 4668.663574
	Iteration 15Q: 3 clusters Score -957530.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -957627.750000 Penalty: 4668.663574
	Iteration 16Q: 3 clusters Score -957627.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -957701.187500 Penalty: 4668.663574
	Iteration 17Q: 3 clusters Score -957701.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -957767.437500 Penalty: 4668.663574
	Iteration 18Q: 3 clusters Score -957767.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -957831.937500 Penalty: 4668.663574
	Iteration 19Q: 3 clusters Score -957831.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -957901.000000 Penalty: 4668.663574
	Iteration 20F: 3 clusters Score -957901 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -957971.250000 Penalty: 4668.663574
	Iteration 21Q: 3 clusters Score -957971.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -958033.562500 Penalty: 4668.663574
	Iteration 22Q: 3 clusters Score -958033.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -958093.125000 Penalty: 4668.663574
	Iteration 23Q: 3 clusters Score -958093.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -958156.625000 Penalty: 4668.663574
	Iteration 24Q: 3 clusters Score -958156.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -958224.187500 Penalty: 4668.663574
	Iteration 25Q: 3 clusters Score -958224.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -958296.500000 Penalty: 4668.663574
	Iteration 26Q: 3 clusters Score -958296.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -958358.000000 Penalty: 4668.663574
	Iteration 27Q: 3 clusters Score -958358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -958436.500000 Penalty: 4668.663574
	Iteration 28Q: 3 clusters Score -958436.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -958481.875000 Penalty: 4668.663574
	Iteration 29Q: 3 clusters Score -958481.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -958536.312500 Penalty: 4668.663574
	Iteration 30Q: 3 clusters Score -958536.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -958567.125000 Penalty: 4668.663574
	Iteration 31Q: 3 clusters Score -958567.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -958602.687500 Penalty: 4668.663574
	Iteration 32Q: 3 clusters Score -958602.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -958634.062500 Penalty: 4668.663574
	Iteration 33Q: 3 clusters Score -958634.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -958656.187500 Penalty: 4668.663574
	Iteration 34Q: 3 clusters Score -958656.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -958666.812500 Penalty: 4668.663574
	Iteration 35Q: 3 clusters Score -958666.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -958674.812500 Penalty: 4668.663574
	Iteration 36Q: 3 clusters Score -958674.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -958677.687500 Penalty: 4668.663574
	Iteration 37Q: 3 clusters Score -958677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -958684.875000 Penalty: 4668.663574
	Iteration 38Q: 3 clusters Score -958684.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -958691.312500 Penalty: 4668.663574
	Iteration 39Q: 3 clusters Score -958691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -958695.187500 Penalty: 4668.663574
	Iteration 40F: 3 clusters Score -958695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -958693.750000 Penalty: 4668.663574
	Iteration 41Q: 3 clusters Score -958693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -958695.500000 Penalty: 4668.663574
	Iteration 42Q: 3 clusters Score -958695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -958697.875000 Penalty: 4668.663574
	Iteration 43Q: 3 clusters Score -958697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -958701.687500 Penalty: 4668.663574
	Iteration 44Q: 3 clusters Score -958701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -958702.125000 Penalty: 4668.663574
	Iteration 45Q: 3 clusters Score -958702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -958703.062500 Penalty: 4668.663574
	Iteration 46Q: 3 clusters Score -958703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -958703.750000 Penalty: 4668.663574
	Iteration 47Q: 3 clusters Score -958703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -958701.562500 Penalty: 4668.663574
	Iteration 48Q: 3 clusters Score -958701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -958704.750000 Penalty: 4668.663574
	Iteration 49Q: 3 clusters Score -958704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -958706.000000 Penalty: 4668.663574
	Iteration 50Q: 3 clusters Score -958706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -958706.000000 Penalty: 4668.663574
	Iteration 51F: 3 clusters Score -958706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Entering Unmasked Estep 
Score: -9949674.000000 Penalty: 2906.238525
	Iteration 0F: 2 clusters Score -9949674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -9867698.000000 Penalty: 5812.477051
	Iteration 0F: 3 clusters Score -9867698 nChanged 57995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -9901264.000000 Penalty: 5812.477051
	Iteration 1F: 3 clusters Score -9901264 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -9902569.000000 Penalty: 5812.477051
	Iteration 2Q: 3 clusters Score -9902569 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -9904437.000000 Penalty: 5812.477051
	Iteration 3Q: 3 clusters Score -9904437 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -9907429.000000 Penalty: 5812.477051
	Iteration 4F: 3 clusters Score -9907429 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81112 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -9911944.000000 Penalty: 5812.477051
	Iteration 5F: 3 clusters Score -9911944 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -9918250.000000 Penalty: 5812.477051
	Iteration 6F: 3 clusters Score -9918250 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98123 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -9926015.000000 Penalty: 5812.477051
	Iteration 7F: 3 clusters Score -9926015 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -9933701.000000 Penalty: 5812.477051
	Iteration 8F: 3 clusters Score -9933701 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113188 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -9939596.000000 Penalty: 5812.477051
	Iteration 9F: 3 clusters Score -9939596 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -9943139.000000 Penalty: 5812.477051
	Iteration 10Q: 3 clusters Score -9943139 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9945126.000000 Penalty: 5812.477051
	Iteration 11Q: 3 clusters Score -9945126 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120913 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9946111.000000 Penalty: 5812.477051
	Iteration 12Q: 3 clusters Score -9946111 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121500 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9946562.000000 Penalty: 5812.477051
	Iteration 13Q: 3 clusters Score -9946562 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9946814.000000 Penalty: 5812.477051
	Iteration 14Q: 3 clusters Score -9946814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9946938.000000 Penalty: 5812.477051
	Iteration 15Q: 3 clusters Score -9946938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122069 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9947005.000000 Penalty: 5812.477051
	Iteration 16Q: 3 clusters Score -9947005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9947054.000000 Penalty: 5812.477051
	Iteration 17Q: 3 clusters Score -9947054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9947098.000000 Penalty: 5812.477051
	Iteration 18Q: 3 clusters Score -9947098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122187 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9947122.000000 Penalty: 5812.477051
	Iteration 19Q: 3 clusters Score -9947122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9947163.000000 Penalty: 5812.477051
	Iteration 20F: 3 clusters Score -9947163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9947173.000000 Penalty: 5812.477051
	Iteration 21Q: 3 clusters Score -9947173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122240 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9947179.000000 Penalty: 5812.477051
	Iteration 22Q: 3 clusters Score -9947179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9947175.000000 Penalty: 5812.477051
	Iteration 23Q: 3 clusters Score -9947175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9947190.000000 Penalty: 5812.477051
	Iteration 24Q: 3 clusters Score -9947190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9947202.000000 Penalty: 5812.477051
	Iteration 25Q: 3 clusters Score -9947202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122273 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9947207.000000 Penalty: 5812.477051
	Iteration 26Q: 3 clusters Score -9947207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9947210.000000 Penalty: 5812.477051
	Iteration 27Q: 3 clusters Score -9947210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9947229.000000 Penalty: 5812.477051
	Iteration 28Q: 3 clusters Score -9947229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9947231.000000 Penalty: 5812.477051
	Iteration 29Q: 3 clusters Score -9947231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122301 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9947225.000000 Penalty: 5812.477051
	Iteration 30Q: 3 clusters Score -9947225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122301 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9947240.000000 Penalty: 5812.477051
	Iteration 31Q: 3 clusters Score -9947240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122302 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9947239.000000 Penalty: 5812.477051
	Iteration 32Q: 3 clusters Score -9947239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122302 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9947235.000000 Penalty: 5812.477051
	Iteration 33Q: 3 clusters Score -9947235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122301 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9947240.000000 Penalty: 5812.477051
	Iteration 34Q: 3 clusters Score -9947240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122301 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9947240.000000 Penalty: 5812.477051
	Iteration 35F: 3 clusters Score -9947240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164818 members 
Entering Unmasked Estep 
Score: -13574221.000000 Penalty: 2979.124023
	Iteration 0F: 2 clusters Score -1.357422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -13463458.000000 Penalty: 5958.248047
	Iteration 0F: 3 clusters Score -1.346346e+07 nChanged 78810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -13508848.000000 Penalty: 5958.248047
	Iteration 1F: 3 clusters Score -1.350885e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -13510053.000000 Penalty: 5958.248047
	Iteration 2Q: 3 clusters Score -1.351005e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -13512264.000000 Penalty: 5958.248047
	Iteration 3Q: 3 clusters Score -1.351226e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -13515932.000000 Penalty: 5958.248047
	Iteration 4Q: 3 clusters Score -1.351593e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102147 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -13521995.000000 Penalty: 5958.248047
	Iteration 5F: 3 clusters Score -1.3522e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111023 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -13530455.000000 Penalty: 5958.248047
	Iteration 6F: 3 clusters Score -1.353046e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -13539118.000000 Penalty: 5958.248047
	Iteration 7F: 3 clusters Score -1.353912e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -13546661.000000 Penalty: 5958.248047
	Iteration 8F: 3 clusters Score -1.354666e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -13552684.000000 Penalty: 5958.248047
	Iteration 9F: 3 clusters Score -1.355268e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -13557644.000000 Penalty: 5958.248047
	Iteration 10Q: 3 clusters Score -1.355764e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -13561800.000000 Penalty: 5958.248047
	Iteration 11Q: 3 clusters Score -1.35618e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -13565111.000000 Penalty: 5958.248047
	Iteration 12Q: 3 clusters Score -1.356511e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -13567629.000000 Penalty: 5958.248047
	Iteration 13Q: 3 clusters Score -1.356763e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -13569341.000000 Penalty: 5958.248047
	Iteration 14Q: 3 clusters Score -1.356934e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162783 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -13570362.000000 Penalty: 5958.248047
	Iteration 15Q: 3 clusters Score -1.357036e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13570896.000000 Penalty: 5958.248047
	Iteration 16Q: 3 clusters Score -1.35709e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13571199.000000 Penalty: 5958.248047
	Iteration 17Q: 3 clusters Score -1.35712e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13571335.000000 Penalty: 5958.248047
	Iteration 18Q: 3 clusters Score -1.357134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13571398.000000 Penalty: 5958.248047
	Iteration 19Q: 3 clusters Score -1.35714e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13571448.000000 Penalty: 5958.248047
	Iteration 20F: 3 clusters Score -1.357145e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13571506.000000 Penalty: 5958.248047
	Iteration 21Q: 3 clusters Score -1.357151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164201 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13571552.000000 Penalty: 5958.248047
	Iteration 22Q: 3 clusters Score -1.357155e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164215 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13571561.000000 Penalty: 5958.248047
	Iteration 23Q: 3 clusters Score -1.357156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13571565.000000 Penalty: 5958.248047
	Iteration 24Q: 3 clusters Score -1.357156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13571600.000000 Penalty: 5958.248047
	Iteration 25Q: 3 clusters Score -1.35716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13571610.000000 Penalty: 5958.248047
	Iteration 26Q: 3 clusters Score -1.357161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13571627.000000 Penalty: 5958.248047
	Iteration 27Q: 3 clusters Score -1.357163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13571643.000000 Penalty: 5958.248047
	Iteration 28Q: 3 clusters Score -1.357164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13571664.000000 Penalty: 5958.248047
	Iteration 29Q: 3 clusters Score -1.357166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164297 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13571661.000000 Penalty: 5958.248047
	Iteration 30Q: 3 clusters Score -1.357166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13571661.000000 Penalty: 5958.248047
	Iteration 31Q: 3 clusters Score -1.357166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13571653.000000 Penalty: 5958.248047
	Iteration 32Q: 3 clusters Score -1.357165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13571653.000000 Penalty: 5958.248047
	Iteration 33Q: 3 clusters Score -1.357165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13571664.000000 Penalty: 5958.248047
	Iteration 34Q: 3 clusters Score -1.357166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13571664.000000 Penalty: 5958.248047
	Iteration 35Q: 3 clusters Score -1.357166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164305 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13571663.000000 Penalty: 5958.248047
	Iteration 36Q: 3 clusters Score -1.357166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164305 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13571661.000000 Penalty: 5958.248047
	Iteration 37Q: 3 clusters Score -1.357166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13571671.000000 Penalty: 5958.248047
	Iteration 38Q: 3 clusters Score -1.357167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13571661.000000 Penalty: 5958.248047
	Iteration 39Q: 3 clusters Score -1.357166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13571669.000000 Penalty: 5958.248047
	Iteration 40F: 3 clusters Score -1.357167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13571665.000000 Penalty: 5958.248047
	Iteration 41Q: 3 clusters Score -1.357166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164307 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13571665.000000 Penalty: 5958.248047
	Iteration 42F: 3 clusters Score -1.357166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -195419.781250 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -195419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -192462.843750 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -192462.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -193177.562500 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -193177.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -193534.500000 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -193534.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -193835.000000 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -193835 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -194033.234375 Penalty: 3902.464111
	Iteration 4F: 3 clusters Score -194033.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194213.171875 Penalty: 3902.464111
	Iteration 5F: 3 clusters Score -194213.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -194382.437500 Penalty: 3902.464111
	Iteration 6F: 3 clusters Score -194382.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -194540.546875 Penalty: 3902.464111
	Iteration 7F: 3 clusters Score -194540.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -194671.421875 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -194671.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -194771.750000 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -194771.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -194838.046875 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -194838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -194872.375000 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -194872.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -194895.968750 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -194896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -194912.640625 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -194912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -194921.937500 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -194921.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -194930.437500 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -194930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -194936.171875 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -194936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -194939.703125 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -194939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -194943.859375 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -194943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -194947.234375 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -194947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -194952.921875 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -194952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -194957.921875 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -194957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -194961.687500 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -194961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -194965.328125 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -194965.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -194967.859375 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -194967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -194968.984375 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -194969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -194972.812500 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -194972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -194980.265625 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -194980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -194990.046875 Penalty: 3902.464111
	Iteration 28Q: 3 clusters Score -194990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -195002.109375 Penalty: 3902.464111
	Iteration 29Q: 3 clusters Score -195002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -195012.703125 Penalty: 3902.464111
	Iteration 30Q: 3 clusters Score -195012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -195020.500000 Penalty: 3902.464111
	Iteration 31Q: 3 clusters Score -195020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -195028.125000 Penalty: 3902.464111
	Iteration 32Q: 3 clusters Score -195028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -195031.734375 Penalty: 3902.464111
	Iteration 33Q: 3 clusters Score -195031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -195034.234375 Penalty: 3902.464111
	Iteration 34Q: 3 clusters Score -195034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -195034.968750 Penalty: 3902.464111
	Iteration 35Q: 3 clusters Score -195035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -195034.968750 Penalty: 3902.464111
	Iteration 36F: 3 clusters Score -195035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Entering Unmasked Estep 
Score: -3644411.000000 Penalty: 2660.144775
	Iteration 0F: 2 clusters Score -3644411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3613474.250000 Penalty: 5320.289551
	Iteration 0F: 3 clusters Score -3613474 nChanged 21075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3625532.750000 Penalty: 5320.289551
	Iteration 1F: 3 clusters Score -3625533 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3626504.750000 Penalty: 5320.289551
	Iteration 2Q: 3 clusters Score -3626505 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3627719.500000 Penalty: 5320.289551
	Iteration 3F: 3 clusters Score -3627720 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3629370.500000 Penalty: 5320.289551
	Iteration 4F: 3 clusters Score -3629370 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3631434.250000 Penalty: 5320.289551
	Iteration 5F: 3 clusters Score -3631434 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3633790.500000 Penalty: 5320.289551
	Iteration 6F: 3 clusters Score -3633790 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3636134.500000 Penalty: 5320.289551
	Iteration 7F: 3 clusters Score -3636134 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3638233.000000 Penalty: 5320.289551
	Iteration 8F: 3 clusters Score -3638233 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3639655.000000 Penalty: 5320.289551
	Iteration 9Q: 3 clusters Score -3639655 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3640539.250000 Penalty: 5320.289551
	Iteration 10Q: 3 clusters Score -3640539 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3641007.500000 Penalty: 5320.289551
	Iteration 11Q: 3 clusters Score -3641008 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -3641290.250000 Penalty: 5320.289551
	Iteration 12Q: 3 clusters Score -3641290 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3641489.250000 Penalty: 5320.289551
	Iteration 13Q: 3 clusters Score -3641489 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -3641615.000000 Penalty: 5320.289551
	Iteration 14Q: 3 clusters Score -3641615 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -3641723.250000 Penalty: 5320.289551
	Iteration 15Q: 3 clusters Score -3641723 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3641818.000000 Penalty: 5320.289551
	Iteration 16Q: 3 clusters Score -3641818 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -3641898.250000 Penalty: 5320.289551
	Iteration 17Q: 3 clusters Score -3641898 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -3641957.750000 Penalty: 5320.289551
	Iteration 18Q: 3 clusters Score -3641958 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -3642014.750000 Penalty: 5320.289551
	Iteration 19Q: 3 clusters Score -3642015 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -3642058.750000 Penalty: 5320.289551
	Iteration 20F: 3 clusters Score -3642059 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -3642107.000000 Penalty: 5320.289551
	Iteration 21Q: 3 clusters Score -3642107 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -3642148.750000 Penalty: 5320.289551
	Iteration 22Q: 3 clusters Score -3642149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -3642200.000000 Penalty: 5320.289551
	Iteration 23Q: 3 clusters Score -3642200 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -3642235.500000 Penalty: 5320.289551
	Iteration 24Q: 3 clusters Score -3642236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -3642278.750000 Penalty: 5320.289551
	Iteration 25Q: 3 clusters Score -3642279 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -3642327.250000 Penalty: 5320.289551
	Iteration 26Q: 3 clusters Score -3642327 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -3642372.250000 Penalty: 5320.289551
	Iteration 27Q: 3 clusters Score -3642372 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -3642438.250000 Penalty: 5320.289551
	Iteration 28Q: 3 clusters Score -3642438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -3642493.750000 Penalty: 5320.289551
	Iteration 29Q: 3 clusters Score -3642494 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -3642557.250000 Penalty: 5320.289551
	Iteration 30Q: 3 clusters Score -3642557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -3642620.500000 Penalty: 5320.289551
	Iteration 31Q: 3 clusters Score -3642620 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -3642697.750000 Penalty: 5320.289551
	Iteration 32Q: 3 clusters Score -3642698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -3642785.500000 Penalty: 5320.289551
	Iteration 33Q: 3 clusters Score -3642786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -3642888.250000 Penalty: 5320.289551
	Iteration 34Q: 3 clusters Score -3642888 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -3642979.750000 Penalty: 5320.289551
	Iteration 35Q: 3 clusters Score -3642980 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -3643078.250000 Penalty: 5320.289551
	Iteration 36Q: 3 clusters Score -3643078 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -3643162.250000 Penalty: 5320.289551
	Iteration 37Q: 3 clusters Score -3643162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -3643226.250000 Penalty: 5320.289551
	Iteration 38Q: 3 clusters Score -3643226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -3643282.750000 Penalty: 5320.289551
	Iteration 39Q: 3 clusters Score -3643283 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -3643313.500000 Penalty: 5320.289551
	Iteration 40F: 3 clusters Score -3643314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -3643364.000000 Penalty: 5320.289551
	Iteration 41Q: 3 clusters Score -3643364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -3643384.250000 Penalty: 5320.289551
	Iteration 42Q: 3 clusters Score -3643384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -3643399.250000 Penalty: 5320.289551
	Iteration 43Q: 3 clusters Score -3643399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -3643421.000000 Penalty: 5320.289551
	Iteration 44Q: 3 clusters Score -3643421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -3643444.750000 Penalty: 5320.289551
	Iteration 45Q: 3 clusters Score -3643445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -3643442.000000 Penalty: 5320.289551
	Iteration 46Q: 3 clusters Score -3643442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -3643453.250000 Penalty: 5320.289551
	Iteration 47Q: 3 clusters Score -3643453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -3643454.000000 Penalty: 5320.289551
	Iteration 48Q: 3 clusters Score -3643454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -3643452.500000 Penalty: 5320.289551
	Iteration 49Q: 3 clusters Score -3643452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -3643460.500000 Penalty: 5320.289551
	Iteration 50Q: 3 clusters Score -3643460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -3643452.250000 Penalty: 5320.289551
	Iteration 51Q: 3 clusters Score -3643452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -3643453.250000 Penalty: 5320.289551
	Iteration 52Q: 3 clusters Score -3643453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -3643459.000000 Penalty: 5320.289551
	Iteration 53Q: 3 clusters Score -3643459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -3643460.000000 Penalty: 5320.289551
	Iteration 54Q: 3 clusters Score -3643460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -3643465.000000 Penalty: 5320.289551
	Iteration 55Q: 3 clusters Score -3643465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -3643468.500000 Penalty: 5320.289551
	Iteration 56Q: 3 clusters Score -3643468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -3643468.500000 Penalty: 5320.289551
	Iteration 57Q: 3 clusters Score -3643468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -3643471.250000 Penalty: 5320.289551
	Iteration 58Q: 3 clusters Score -3643471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -3643471.250000 Penalty: 5320.289551
	Iteration 59Q: 3 clusters Score -3643471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -3643476.000000 Penalty: 5320.289551
	Iteration 60F: 3 clusters Score -3643476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -3643476.250000 Penalty: 5320.289551
	Iteration 61Q: 3 clusters Score -3643476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -3643478.250000 Penalty: 5320.289551
	Iteration 62Q: 3 clusters Score -3643478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -3643476.750000 Penalty: 5320.289551
	Iteration 63Q: 3 clusters Score -3643477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -3643474.500000 Penalty: 5320.289551
	Iteration 64Q: 3 clusters Score -3643474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -3643477.000000 Penalty: 5320.289551
	Iteration 65Q: 3 clusters Score -3643477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -3643475.750000 Penalty: 5320.289551
	Iteration 66Q: 3 clusters Score -3643476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -3643475.000000 Penalty: 5320.289551
	Iteration 67Q: 3 clusters Score -3643475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -3643475.000000 Penalty: 5320.289551
	Iteration 68F: 3 clusters Score -3643475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -594649.062500 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -594649.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -588547.687500 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -588547.7 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -590144.812500 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -590144.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -590450.750000 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -590450.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -590666.562500 Penalty: 4432.990723
	Iteration 3F: 3 clusters Score -590666.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -590816.000000 Penalty: 4432.990723
	Iteration 4Q: 3 clusters Score -590816 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -590926.437500 Penalty: 4432.990723
	Iteration 5Q: 3 clusters Score -590926.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -591020.000000 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -591020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -591121.375000 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -591121.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -591208.937500 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -591208.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -591277.062500 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -591277.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -591343.062500 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -591343.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -591414.562500 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -591414.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -591467.937500 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -591467.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -591514.625000 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -591514.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -591570.062500 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -591570.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -591641.125000 Penalty: 4432.990723
	Iteration 15Q: 3 clusters Score -591641.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -591720.000000 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -591720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -591791.750000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -591791.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -591846.375000 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -591846.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -591903.312500 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -591903.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -591970.062500 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -591970.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -592040.375000 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -592040.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -592114.687500 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -592114.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -592188.500000 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -592188.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -592252.687500 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -592252.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -592325.250000 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -592325.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -592399.875000 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -592399.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -592466.625000 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -592466.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -592521.375000 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -592521.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -592582.875000 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -592582.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -592627.812500 Penalty: 4432.990723
	Iteration 30Q: 3 clusters Score -592627.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -592674.312500 Penalty: 4432.990723
	Iteration 31Q: 3 clusters Score -592674.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -592699.250000 Penalty: 4432.990723
	Iteration 32Q: 3 clusters Score -592699.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -592716.187500 Penalty: 4432.990723
	Iteration 33Q: 3 clusters Score -592716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -592731.937500 Penalty: 4432.990723
	Iteration 34Q: 3 clusters Score -592731.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -592740.062500 Penalty: 4432.990723
	Iteration 35Q: 3 clusters Score -592740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -592749.000000 Penalty: 4432.990723
	Iteration 36Q: 3 clusters Score -592749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -592753.875000 Penalty: 4432.990723
	Iteration 37Q: 3 clusters Score -592753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -592757.500000 Penalty: 4432.990723
	Iteration 38Q: 3 clusters Score -592757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -592760.937500 Penalty: 4432.990723
	Iteration 39Q: 3 clusters Score -592760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -592763.625000 Penalty: 4432.990723
	Iteration 40F: 3 clusters Score -592763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -592766.312500 Penalty: 4432.990723
	Iteration 41Q: 3 clusters Score -592766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -592769.000000 Penalty: 4432.990723
	Iteration 42Q: 3 clusters Score -592769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -592769.687500 Penalty: 4432.990723
	Iteration 43Q: 3 clusters Score -592769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -592769.687500 Penalty: 4432.990723
	Iteration 44F: 3 clusters Score -592769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Entering Unmasked Estep 
Score: -2312578.500000 Penalty: 2502.301514
	Iteration 0F: 2 clusters Score -2312578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2295955.750000 Penalty: 5004.603027
	Iteration 0F: 3 clusters Score -2295956 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2302439.500000 Penalty: 5004.603027
	Iteration 1F: 3 clusters Score -2302440 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2304278.250000 Penalty: 5004.603027
	Iteration 2F: 3 clusters Score -2304278 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2306836.750000 Penalty: 5004.603027
	Iteration 3F: 3 clusters Score -2306837 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2309361.000000 Penalty: 5004.603027
	Iteration 4F: 3 clusters Score -2309361 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2311077.000000 Penalty: 5004.603027
	Iteration 5F: 3 clusters Score -2311077 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2311881.000000 Penalty: 5004.603027
	Iteration 6F: 3 clusters Score -2311881 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2312248.500000 Penalty: 5004.603027
	Iteration 7Q: 3 clusters Score -2312248 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2312443.000000 Penalty: 5004.603027
	Iteration 8Q: 3 clusters Score -2312443 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2312585.250000 Penalty: 5004.603027
	Iteration 9Q: 3 clusters Score -2312585 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2312692.500000 Penalty: 5004.603027
	Iteration 10Q: 3 clusters Score -2312692 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2312777.500000 Penalty: 5004.603027
	Iteration 11Q: 3 clusters Score -2312778 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2312883.250000 Penalty: 5004.603027
	Iteration 12Q: 3 clusters Score -2312883 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2312987.500000 Penalty: 5004.603027
	Iteration 13Q: 3 clusters Score -2312988 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2313086.500000 Penalty: 5004.603027
	Iteration 14Q: 3 clusters Score -2313086 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2313155.000000 Penalty: 5004.603027
	Iteration 15Q: 3 clusters Score -2313155 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2313231.000000 Penalty: 5004.603027
	Iteration 16Q: 3 clusters Score -2313231 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2313313.250000 Penalty: 5004.603027
	Iteration 17Q: 3 clusters Score -2313313 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2313373.250000 Penalty: 5004.603027
	Iteration 18Q: 3 clusters Score -2313373 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2313450.500000 Penalty: 5004.603027
	Iteration 19Q: 3 clusters Score -2313450 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2313533.500000 Penalty: 5004.603027
	Iteration 20F: 3 clusters Score -2313534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2313599.500000 Penalty: 5004.603027
	Iteration 21Q: 3 clusters Score -2313600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2313664.750000 Penalty: 5004.603027
	Iteration 22Q: 3 clusters Score -2313665 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2313726.000000 Penalty: 5004.603027
	Iteration 23Q: 3 clusters Score -2313726 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2313781.250000 Penalty: 5004.603027
	Iteration 24Q: 3 clusters Score -2313781 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2313842.250000 Penalty: 5004.603027
	Iteration 25Q: 3 clusters Score -2313842 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2313880.000000 Penalty: 5004.603027
	Iteration 26Q: 3 clusters Score -2313880 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2313922.250000 Penalty: 5004.603027
	Iteration 27Q: 3 clusters Score -2313922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2313965.750000 Penalty: 5004.603027
	Iteration 28Q: 3 clusters Score -2313966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2314000.250000 Penalty: 5004.603027
	Iteration 29Q: 3 clusters Score -2314000 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2314023.500000 Penalty: 5004.603027
	Iteration 30Q: 3 clusters Score -2314024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2314047.750000 Penalty: 5004.603027
	Iteration 31Q: 3 clusters Score -2314048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2314062.500000 Penalty: 5004.603027
	Iteration 32Q: 3 clusters Score -2314062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2314078.000000 Penalty: 5004.603027
	Iteration 33Q: 3 clusters Score -2314078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2314099.000000 Penalty: 5004.603027
	Iteration 34Q: 3 clusters Score -2314099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2314111.750000 Penalty: 5004.603027
	Iteration 35Q: 3 clusters Score -2314112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2314124.250000 Penalty: 5004.603027
	Iteration 36Q: 3 clusters Score -2314124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2314131.000000 Penalty: 5004.603027
	Iteration 37Q: 3 clusters Score -2314131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2314133.250000 Penalty: 5004.603027
	Iteration 38Q: 3 clusters Score -2314133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2314140.500000 Penalty: 5004.603027
	Iteration 39Q: 3 clusters Score -2314140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2314149.500000 Penalty: 5004.603027
	Iteration 40F: 3 clusters Score -2314150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2314149.750000 Penalty: 5004.603027
	Iteration 41Q: 3 clusters Score -2314150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2314163.250000 Penalty: 5004.603027
	Iteration 42Q: 3 clusters Score -2314163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2314165.750000 Penalty: 5004.603027
	Iteration 43Q: 3 clusters Score -2314166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2314167.750000 Penalty: 5004.603027
	Iteration 44Q: 3 clusters Score -2314168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2314179.750000 Penalty: 5004.603027
	Iteration 45Q: 3 clusters Score -2314180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2314187.000000 Penalty: 5004.603027
	Iteration 46Q: 3 clusters Score -2314187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2314191.250000 Penalty: 5004.603027
	Iteration 47Q: 3 clusters Score -2314191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2314194.500000 Penalty: 5004.603027
	Iteration 48Q: 3 clusters Score -2314194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2314196.250000 Penalty: 5004.603027
	Iteration 49Q: 3 clusters Score -2314196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2314201.000000 Penalty: 5004.603027
	Iteration 50Q: 3 clusters Score -2314201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2314202.250000 Penalty: 5004.603027
	Iteration 51Q: 3 clusters Score -2314202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2314204.500000 Penalty: 5004.603027
	Iteration 52Q: 3 clusters Score -2314204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2314206.500000 Penalty: 5004.603027
	Iteration 53Q: 3 clusters Score -2314206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2314205.250000 Penalty: 5004.603027
	Iteration 54Q: 3 clusters Score -2314205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2314208.500000 Penalty: 5004.603027
	Iteration 55Q: 3 clusters Score -2314208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2314211.000000 Penalty: 5004.603027
	Iteration 56Q: 3 clusters Score -2314211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2314208.000000 Penalty: 5004.603027
	Iteration 57Q: 3 clusters Score -2314208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2314208.500000 Penalty: 5004.603027
	Iteration 58Q: 3 clusters Score -2314208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2314215.750000 Penalty: 5004.603027
	Iteration 59Q: 3 clusters Score -2314216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2314212.750000 Penalty: 5004.603027
	Iteration 60F: 3 clusters Score -2314213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2314217.000000 Penalty: 5004.603027
	Iteration 61Q: 3 clusters Score -2314217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2314220.750000 Penalty: 5004.603027
	Iteration 62Q: 3 clusters Score -2314221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2314224.750000 Penalty: 5004.603027
	Iteration 63Q: 3 clusters Score -2314225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2314222.500000 Penalty: 5004.603027
	Iteration 64Q: 3 clusters Score -2314222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2314225.250000 Penalty: 5004.603027
	Iteration 65Q: 3 clusters Score -2314225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2314226.250000 Penalty: 5004.603027
	Iteration 66Q: 3 clusters Score -2314226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2314226.250000 Penalty: 5004.603027
	Iteration 67F: 3 clusters Score -2314226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 7021 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Entering Unmasked Estep 
Score: -150624144.000000 Penalty: 142766.062500
Splitting cluster 10 changes total score from -150611360.000000 to -150624144.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (122002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Entering Unmasked Estep 
Score: -9841377.000000 Penalty: 2904.524658
	Iteration 0F: 2 clusters Score -9841377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -9759887.000000 Penalty: 5809.049316
	Iteration 0F: 3 clusters Score -9759887 nChanged 58003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -9793101.000000 Penalty: 5809.049316
	Iteration 1F: 3 clusters Score -9793101 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -9793999.000000 Penalty: 5809.049316
	Iteration 2Q: 3 clusters Score -9793999 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9795151.000000 Penalty: 5809.049316
	Iteration 3Q: 3 clusters Score -9795151 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -9797012.000000 Penalty: 5809.049316
	Iteration 4Q: 3 clusters Score -9797012 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -9800410.000000 Penalty: 5809.049316
	Iteration 5F: 3 clusters Score -9800410 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -9806463.000000 Penalty: 5809.049316
	Iteration 6F: 3 clusters Score -9806463 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -9815123.000000 Penalty: 5809.049316
	Iteration 7F: 3 clusters Score -9815123 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -9825050.000000 Penalty: 5809.049316
	Iteration 8F: 3 clusters Score -9825050 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -9832710.000000 Penalty: 5809.049316
	Iteration 9F: 3 clusters Score -9832710 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -9836483.000000 Penalty: 5809.049316
	Iteration 10Q: 3 clusters Score -9836483 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -9837881.000000 Penalty: 5809.049316
	Iteration 11Q: 3 clusters Score -9837881 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 121331 members 
Entering Unmasked Estep 
Score: -9838341.000000 Penalty: 5809.049316
	Iteration 12Q: 3 clusters Score -9838341 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 121507 members 
Entering Unmasked Estep 
Score: -9838578.000000 Penalty: 5809.049316
	Iteration 13Q: 3 clusters Score -9838578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -9838685.000000 Penalty: 5809.049316
	Iteration 14Q: 3 clusters Score -9838685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 121594 members 
Entering Unmasked Estep 
Score: -9838745.000000 Penalty: 5809.049316
	Iteration 15Q: 3 clusters Score -9838745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -9838804.000000 Penalty: 5809.049316
	Iteration 16Q: 3 clusters Score -9838804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 121622 members 
Entering Unmasked Estep 
Score: -9838836.000000 Penalty: 5809.049316
	Iteration 17Q: 3 clusters Score -9838836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -9838842.000000 Penalty: 5809.049316
	Iteration 18Q: 3 clusters Score -9838842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 121629 members 
Entering Unmasked Estep 
Score: -9838855.000000 Penalty: 5809.049316
	Iteration 19Q: 3 clusters Score -9838855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 121633 members 
Entering Unmasked Estep 
Score: -9838862.000000 Penalty: 5809.049316
	Iteration 20F: 3 clusters Score -9838862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 121634 members 
Entering Unmasked Estep 
Score: -9838878.000000 Penalty: 5809.049316
	Iteration 21Q: 3 clusters Score -9838878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 121637 members 
Entering Unmasked Estep 
Score: -9838883.000000 Penalty: 5809.049316
	Iteration 22Q: 3 clusters Score -9838883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -9838884.000000 Penalty: 5809.049316
	Iteration 23Q: 3 clusters Score -9838884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 121647 members 
Entering Unmasked Estep 
Score: -9838889.000000 Penalty: 5809.049316
	Iteration 24Q: 3 clusters Score -9838889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -9838902.000000 Penalty: 5809.049316
	Iteration 25Q: 3 clusters Score -9838902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -9838905.000000 Penalty: 5809.049316
	Iteration 26Q: 3 clusters Score -9838905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -9838906.000000 Penalty: 5809.049316
	Iteration 27Q: 3 clusters Score -9838906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -9838906.000000 Penalty: 5809.049316
	Iteration 28F: 3 clusters Score -9838906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Entering Unmasked Estep 
Score: -3415242.250000 Penalty: 2639.728516
	Iteration 0F: 2 clusters Score -3415242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3386751.250000 Penalty: 5279.457031
	Iteration 0F: 3 clusters Score -3386751 nChanged 19345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3397619.750000 Penalty: 5279.457031
	Iteration 1F: 3 clusters Score -3397620 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3398181.250000 Penalty: 5279.457031
	Iteration 2Q: 3 clusters Score -3398181 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3398878.750000 Penalty: 5279.457031
	Iteration 3Q: 3 clusters Score -3398879 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3399794.000000 Penalty: 5279.457031
	Iteration 4Q: 3 clusters Score -3399794 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3401072.000000 Penalty: 5279.457031
	Iteration 5F: 3 clusters Score -3401072 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3402906.750000 Penalty: 5279.457031
	Iteration 6F: 3 clusters Score -3402907 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3405354.250000 Penalty: 5279.457031
	Iteration 7F: 3 clusters Score -3405354 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3408061.750000 Penalty: 5279.457031
	Iteration 8F: 3 clusters Score -3408062 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3410203.500000 Penalty: 5279.457031
	Iteration 9F: 3 clusters Score -3410204 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3411566.750000 Penalty: 5279.457031
	Iteration 10Q: 3 clusters Score -3411567 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3412235.750000 Penalty: 5279.457031
	Iteration 11Q: 3 clusters Score -3412236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3412528.750000 Penalty: 5279.457031
	Iteration 12Q: 3 clusters Score -3412529 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3412670.250000 Penalty: 5279.457031
	Iteration 13Q: 3 clusters Score -3412670 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3412768.250000 Penalty: 5279.457031
	Iteration 14Q: 3 clusters Score -3412768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3412820.250000 Penalty: 5279.457031
	Iteration 15Q: 3 clusters Score -3412820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3412883.000000 Penalty: 5279.457031
	Iteration 16Q: 3 clusters Score -3412883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3412919.250000 Penalty: 5279.457031
	Iteration 17Q: 3 clusters Score -3412919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3412929.500000 Penalty: 5279.457031
	Iteration 18Q: 3 clusters Score -3412930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3412952.500000 Penalty: 5279.457031
	Iteration 19Q: 3 clusters Score -3412952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3412969.000000 Penalty: 5279.457031
	Iteration 20F: 3 clusters Score -3412969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3412973.250000 Penalty: 5279.457031
	Iteration 21Q: 3 clusters Score -3412973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3412981.500000 Penalty: 5279.457031
	Iteration 22Q: 3 clusters Score -3412982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3412985.250000 Penalty: 5279.457031
	Iteration 23Q: 3 clusters Score -3412985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3412984.500000 Penalty: 5279.457031
	Iteration 24Q: 3 clusters Score -3412984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3412990.000000 Penalty: 5279.457031
	Iteration 25Q: 3 clusters Score -3412990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3412990.000000 Penalty: 5279.457031
	Iteration 26F: 3 clusters Score -3412990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -408328.593750 Penalty: 2196.451904
	Iteration 0F: 2 clusters Score -408328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -402569.468750 Penalty: 4392.903809
	Iteration 0F: 3 clusters Score -402569.5 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -406054.250000 Penalty: 4392.903809
	Iteration 1F: 3 clusters Score -406054.2 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -408759.468750 Penalty: 4392.903809
	Iteration 2F: 3 clusters Score -408759.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -410544.093750 Penalty: 4392.903809
	Iteration 3F: 3 clusters Score -410544.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -411636.812500 Penalty: 4392.903809
	Iteration 4F: 3 clusters Score -411636.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -412584.812500 Penalty: 4392.903809
	Iteration 5F: 3 clusters Score -412584.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -413475.500000 Penalty: 4392.903809
	Iteration 6Q: 3 clusters Score -413475.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -414032.781250 Penalty: 4392.903809
	Iteration 7Q: 3 clusters Score -414032.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -414573.093750 Penalty: 4392.903809
	Iteration 8Q: 3 clusters Score -414573.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -415101.906250 Penalty: 4392.903809
	Iteration 9Q: 3 clusters Score -415101.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -415369.718750 Penalty: 4392.903809
	Iteration 10Q: 3 clusters Score -415369.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -415454.812500 Penalty: 4392.903809
	Iteration 11Q: 3 clusters Score -415454.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -415496.437500 Penalty: 4392.903809
	Iteration 12Q: 3 clusters Score -415496.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -415515.093750 Penalty: 4392.903809
	Iteration 13Q: 3 clusters Score -415515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -415523.562500 Penalty: 4392.903809
	Iteration 14Q: 3 clusters Score -415523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -415526.937500 Penalty: 4392.903809
	Iteration 15Q: 3 clusters Score -415526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -415531.093750 Penalty: 4392.903809
	Iteration 16Q: 3 clusters Score -415531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -415532.968750 Penalty: 4392.903809
	Iteration 17Q: 3 clusters Score -415533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -415533.718750 Penalty: 4392.903809
	Iteration 18Q: 3 clusters Score -415533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -415533.218750 Penalty: 4392.903809
	Iteration 19Q: 3 clusters Score -415533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -415542.187500 Penalty: 4392.903809
	Iteration 20F: 3 clusters Score -415542.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -415549.125000 Penalty: 4392.903809
	Iteration 21Q: 3 clusters Score -415549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -415566.187500 Penalty: 4392.903809
	Iteration 22Q: 3 clusters Score -415566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -415624.687500 Penalty: 4392.903809
	Iteration 23Q: 3 clusters Score -415624.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -415753.437500 Penalty: 4392.903809
	Iteration 24Q: 3 clusters Score -415753.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -415862.093750 Penalty: 4392.903809
	Iteration 25Q: 3 clusters Score -415862.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -415900.375000 Penalty: 4392.903809
	Iteration 26Q: 3 clusters Score -415900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -415908.250000 Penalty: 4392.903809
	Iteration 27Q: 3 clusters Score -415908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -415911.156250 Penalty: 4392.903809
	Iteration 28Q: 3 clusters Score -415911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -415911.000000 Penalty: 4392.903809
	Iteration 29Q: 3 clusters Score -415911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -415911.062500 Penalty: 4392.903809
	Iteration 30Q: 3 clusters Score -415911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -415911.062500 Penalty: 4392.903809
	Iteration 31F: 3 clusters Score -415911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 5543 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Entering Unmasked Estep 
Score: -150631248.000000 Penalty: 146335.218750
Splitting cluster 13 changes total score from -150611360.000000 to -150631248.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 14 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -423516.906250 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -423516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -418689.593750 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -418689.6 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -420079.375000 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -420079.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -420912.968750 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -420913 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -422150.406250 Penalty: 4275.664062
	Iteration 3F: 3 clusters Score -422150.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -423049.781250 Penalty: 4275.664062
	Iteration 4F: 3 clusters Score -423049.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -423437.406250 Penalty: 4275.664062
	Iteration 5F: 3 clusters Score -423437.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -423625.281250 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -423625.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -423746.250000 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -423746.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -423813.937500 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -423813.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -423871.562500 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -423871.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -423912.843750 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -423912.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -423933.500000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -423933.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -423950.250000 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -423950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -423961.125000 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -423961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -423974.093750 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -423974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -423994.000000 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -423994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -424009.125000 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -424009.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -424026.875000 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -424026.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -424038.250000 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -424038.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -424051.062500 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -424051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -424056.750000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -424056.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -424060.093750 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -424060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -424066.437500 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -424066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -424072.562500 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -424072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -424075.031250 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -424075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -424078.875000 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -424078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -424080.656250 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -424080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -424081.156250 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -424081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -424080.843750 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -424080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -424080.843750 Penalty: 4275.664062
	Iteration 29F: 3 clusters Score -424080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Entering Unmasked Estep 
Score: -150630688.000000 Penalty: 149904.375000
Splitting cluster 14 changes total score from -150611360.000000 to -150630688.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (19439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Entering Unmasked Estep 
Score: -1562343.125000 Penalty: 2449.009033
	Iteration 0F: 2 clusters Score -1562343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1548639.875000 Penalty: 4898.018066
	Iteration 0F: 3 clusters Score -1548640 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1553206.375000 Penalty: 4898.018066
	Iteration 1F: 3 clusters Score -1553206 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1553736.500000 Penalty: 4898.018066
	Iteration 2F: 3 clusters Score -1553736 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1554358.625000 Penalty: 4898.018066
	Iteration 3F: 3 clusters Score -1554359 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1555257.750000 Penalty: 4898.018066
	Iteration 4F: 3 clusters Score -1555258 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1556529.500000 Penalty: 4898.018066
	Iteration 5F: 3 clusters Score -1556530 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1557902.375000 Penalty: 4898.018066
	Iteration 6F: 3 clusters Score -1557902 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1558867.375000 Penalty: 4898.018066
	Iteration 7F: 3 clusters Score -1558867 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1559386.375000 Penalty: 4898.018066
	Iteration 8F: 3 clusters Score -1559386 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1559659.000000 Penalty: 4898.018066
	Iteration 9Q: 3 clusters Score -1559659 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1559838.250000 Penalty: 4898.018066
	Iteration 10Q: 3 clusters Score -1559838 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1559937.625000 Penalty: 4898.018066
	Iteration 11Q: 3 clusters Score -1559938 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1560016.875000 Penalty: 4898.018066
	Iteration 12Q: 3 clusters Score -1560017 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1560082.750000 Penalty: 4898.018066
	Iteration 13Q: 3 clusters Score -1560083 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1560148.750000 Penalty: 4898.018066
	Iteration 14Q: 3 clusters Score -1560149 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1560216.000000 Penalty: 4898.018066
	Iteration 15Q: 3 clusters Score -1560216 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1560290.625000 Penalty: 4898.018066
	Iteration 16Q: 3 clusters Score -1560291 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1560350.250000 Penalty: 4898.018066
	Iteration 17Q: 3 clusters Score -1560350 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1560404.250000 Penalty: 4898.018066
	Iteration 18Q: 3 clusters Score -1560404 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1560460.750000 Penalty: 4898.018066
	Iteration 19Q: 3 clusters Score -1560461 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1560502.125000 Penalty: 4898.018066
	Iteration 20F: 3 clusters Score -1560502 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1560545.875000 Penalty: 4898.018066
	Iteration 21Q: 3 clusters Score -1560546 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1560576.500000 Penalty: 4898.018066
	Iteration 22Q: 3 clusters Score -1560576 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1560605.625000 Penalty: 4898.018066
	Iteration 23Q: 3 clusters Score -1560606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1560630.250000 Penalty: 4898.018066
	Iteration 24Q: 3 clusters Score -1560630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1560654.750000 Penalty: 4898.018066
	Iteration 25Q: 3 clusters Score -1560655 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1560668.375000 Penalty: 4898.018066
	Iteration 26Q: 3 clusters Score -1560668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1560691.125000 Penalty: 4898.018066
	Iteration 27Q: 3 clusters Score -1560691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1560710.625000 Penalty: 4898.018066
	Iteration 28Q: 3 clusters Score -1560711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1560726.625000 Penalty: 4898.018066
	Iteration 29Q: 3 clusters Score -1560727 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1560735.000000 Penalty: 4898.018066
	Iteration 30Q: 3 clusters Score -1560735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1560747.750000 Penalty: 4898.018066
	Iteration 31Q: 3 clusters Score -1560748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1560752.875000 Penalty: 4898.018066
	Iteration 32Q: 3 clusters Score -1560753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1560762.500000 Penalty: 4898.018066
	Iteration 33Q: 3 clusters Score -1560762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1560765.125000 Penalty: 4898.018066
	Iteration 34Q: 3 clusters Score -1560765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1560776.125000 Penalty: 4898.018066
	Iteration 35Q: 3 clusters Score -1560776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1560778.875000 Penalty: 4898.018066
	Iteration 36Q: 3 clusters Score -1560779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1560792.750000 Penalty: 4898.018066
	Iteration 37Q: 3 clusters Score -1560793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1560795.625000 Penalty: 4898.018066
	Iteration 38Q: 3 clusters Score -1560796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1560801.875000 Penalty: 4898.018066
	Iteration 39Q: 3 clusters Score -1560802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1560810.375000 Penalty: 4898.018066
	Iteration 40F: 3 clusters Score -1560810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1560805.875000 Penalty: 4898.018066
	Iteration 41Q: 3 clusters Score -1560806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1560808.750000 Penalty: 4898.018066
	Iteration 42Q: 3 clusters Score -1560809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1560811.750000 Penalty: 4898.018066
	Iteration 43Q: 3 clusters Score -1560812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1560815.375000 Penalty: 4898.018066
	Iteration 44Q: 3 clusters Score -1560815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1560819.500000 Penalty: 4898.018066
	Iteration 45Q: 3 clusters Score -1560820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1560824.875000 Penalty: 4898.018066
	Iteration 46Q: 3 clusters Score -1560825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1560825.125000 Penalty: 4898.018066
	Iteration 47Q: 3 clusters Score -1560825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1560830.000000 Penalty: 4898.018066
	Iteration 48Q: 3 clusters Score -1560830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1560828.875000 Penalty: 4898.018066
	Iteration 49Q: 3 clusters Score -1560829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1560835.000000 Penalty: 4898.018066
	Iteration 50Q: 3 clusters Score -1560835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1560836.500000 Penalty: 4898.018066
	Iteration 51Q: 3 clusters Score -1560836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1560833.000000 Penalty: 4898.018066
	Iteration 52Q: 3 clusters Score -1560833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1560832.125000 Penalty: 4898.018066
	Iteration 53Q: 3 clusters Score -1560832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1560832.125000 Penalty: 4898.018066
	Iteration 54F: 3 clusters Score -1560832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -146697.515625 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -146697.5 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 1039 members 
Entering Unmasked Estep 
Score: -144279.468750 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -144279.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -145343.093750 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -145343.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -146342.625000 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -146342.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -147292.171875 Penalty: 3786.870850
	Iteration 3F: 3 clusters Score -147292.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -148037.015625 Penalty: 3786.870850
	Iteration 4F: 3 clusters Score -148037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -148645.046875 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -148645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -148766.015625 Penalty: 3786.870850
	Iteration 6Q: 3 clusters Score -148766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -148828.484375 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -148828.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -148886.421875 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -148886.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -148939.140625 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -148939.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -148957.062500 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -148957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -148969.421875 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -148969.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -148993.562500 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -148993.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -149022.953125 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -149023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -149054.781250 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -149054.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -149093.156250 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -149093.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -149151.328125 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -149151.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -149225.859375 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -149225.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -149272.125000 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -149272.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -149298.750000 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -149298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -149319.906250 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -149319.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -149338.203125 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -149338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -149341.843750 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -149341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -149345.937500 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -149345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -149346.406250 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -149346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -149346.406250 Penalty: 3786.870850
	Iteration 25F: 3 clusters Score -149346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 272817 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Entering Unmasked Estep 
Score: -150631584.000000 Penalty: 153473.531250
Splitting cluster 16 changes total score from -150611360.000000 to -150631584.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 17 (272817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272817 members 
Entering Unmasked Estep 
Score: -26524832.000000 Penalty: 3104.105957
	Iteration 0F: 2 clusters Score -2.652483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136213 members 
Mstep: Class 2 contains 136604 members 
Entering Unmasked Estep 
Score: -26384256.000000 Penalty: 6208.211914
	Iteration 0F: 3 clusters Score -2.638426e+07 nChanged 131959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 137953 members 
Entering Unmasked Estep 
Score: -26464102.000000 Penalty: 6208.211914
	Iteration 1F: 3 clusters Score -2.64641e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133791 members 
Mstep: Class 2 contains 139026 members 
Entering Unmasked Estep 
Score: -26467706.000000 Penalty: 6208.211914
	Iteration 2Q: 3 clusters Score -2.646771e+07 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 139811 members 
Entering Unmasked Estep 
Score: -26473230.000000 Penalty: 6208.211914
	Iteration 3F: 3 clusters Score -2.647323e+07 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132510 members 
Mstep: Class 2 contains 140307 members 
Entering Unmasked Estep 
Score: -26481424.000000 Penalty: 6208.211914
	Iteration 4F: 3 clusters Score -2.648142e+07 nChanged 18395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132571 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -26493018.000000 Penalty: 6208.211914
	Iteration 5F: 3 clusters Score -2.649302e+07 nChanged 19721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132270 members 
Mstep: Class 2 contains 140547 members 
Entering Unmasked Estep 
Score: -26506724.000000 Penalty: 6208.211914
	Iteration 6F: 3 clusters Score -2.650672e+07 nChanged 19298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131290 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -26520454.000000 Penalty: 6208.211914
	Iteration 7F: 3 clusters Score -2.652045e+07 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -26530222.000000 Penalty: 6208.211914
	Iteration 8F: 3 clusters Score -2.653022e+07 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127980 members 
Mstep: Class 2 contains 144837 members 
Entering Unmasked Estep 
Score: -26534754.000000 Penalty: 6208.211914
	Iteration 9Q: 3 clusters Score -2.653475e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -26536568.000000 Penalty: 6208.211914
	Iteration 10Q: 3 clusters Score -2.653657e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -26536712.000000 Penalty: 6208.211914
	Iteration 11Q: 3 clusters Score -2.653671e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 146540 members 
Entering Unmasked Estep 
Score: -26536682.000000 Penalty: 6208.211914
	Iteration 12Q: 3 clusters Score -2.653668e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 146258 members 
Entering Unmasked Estep 
Score: -26536692.000000 Penalty: 6208.211914
	Iteration 13Q: 3 clusters Score -2.653669e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 145676 members 
Entering Unmasked Estep 
Score: -26536830.000000 Penalty: 6208.211914
	Iteration 14Q: 3 clusters Score -2.653683e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -26537152.000000 Penalty: 6208.211914
	Iteration 15Q: 3 clusters Score -2.653715e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -26537548.000000 Penalty: 6208.211914
	Iteration 16Q: 3 clusters Score -2.653755e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 143142 members 
Entering Unmasked Estep 
Score: -26537856.000000 Penalty: 6208.211914
	Iteration 17Q: 3 clusters Score -2.653786e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -26538188.000000 Penalty: 6208.211914
	Iteration 18Q: 3 clusters Score -2.653819e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -26538526.000000 Penalty: 6208.211914
	Iteration 19Q: 3 clusters Score -2.653853e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -26538864.000000 Penalty: 6208.211914
	Iteration 20F: 3 clusters Score -2.653886e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -26539176.000000 Penalty: 6208.211914
	Iteration 21Q: 3 clusters Score -2.653918e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133015 members 
Mstep: Class 2 contains 139802 members 
Entering Unmasked Estep 
Score: -26539474.000000 Penalty: 6208.211914
	Iteration 22Q: 3 clusters Score -2.653947e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133307 members 
Mstep: Class 2 contains 139510 members 
Entering Unmasked Estep 
Score: -26539662.000000 Penalty: 6208.211914
	Iteration 23Q: 3 clusters Score -2.653966e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133462 members 
Mstep: Class 2 contains 139355 members 
Entering Unmasked Estep 
Score: -26539818.000000 Penalty: 6208.211914
	Iteration 24Q: 3 clusters Score -2.653982e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 139385 members 
Entering Unmasked Estep 
Score: -26539926.000000 Penalty: 6208.211914
	Iteration 25Q: 3 clusters Score -2.653993e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133271 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -26540016.000000 Penalty: 6208.211914
	Iteration 26Q: 3 clusters Score -2.654002e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133032 members 
Mstep: Class 2 contains 139785 members 
Entering Unmasked Estep 
Score: -26540076.000000 Penalty: 6208.211914
	Iteration 27Q: 3 clusters Score -2.654008e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -26540178.000000 Penalty: 6208.211914
	Iteration 28Q: 3 clusters Score -2.654018e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 140424 members 
Entering Unmasked Estep 
Score: -26540130.000000 Penalty: 6208.211914
	Iteration 29Q: 3 clusters Score -2.654013e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 140729 members 
Entering Unmasked Estep 
Score: -26540116.000000 Penalty: 6208.211914
	Iteration 30Q: 3 clusters Score -2.654012e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131805 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -26540172.000000 Penalty: 6208.211914
	Iteration 31Q: 3 clusters Score -2.654017e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131536 members 
Mstep: Class 2 contains 141281 members 
Entering Unmasked Estep 
Score: -26540096.000000 Penalty: 6208.211914
	Iteration 32Q: 3 clusters Score -2.65401e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131266 members 
Mstep: Class 2 contains 141551 members 
Entering Unmasked Estep 
Score: -26540018.000000 Penalty: 6208.211914
	Iteration 33Q: 3 clusters Score -2.654002e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131041 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -26539990.000000 Penalty: 6208.211914
	Iteration 34Q: 3 clusters Score -2.653999e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130835 members 
Mstep: Class 2 contains 141982 members 
Entering Unmasked Estep 
Score: -26539924.000000 Penalty: 6208.211914
	Iteration 35Q: 3 clusters Score -2.653992e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130665 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -26539850.000000 Penalty: 6208.211914
	Iteration 36Q: 3 clusters Score -2.653985e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130521 members 
Mstep: Class 2 contains 142296 members 
Entering Unmasked Estep 
Score: -26539732.000000 Penalty: 6208.211914
	Iteration 37Q: 3 clusters Score -2.653973e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 142412 members 
Entering Unmasked Estep 
Score: -26539658.000000 Penalty: 6208.211914
	Iteration 38Q: 3 clusters Score -2.653966e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -26539592.000000 Penalty: 6208.211914
	Iteration 39Q: 3 clusters Score -2.653959e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130259 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -26539562.000000 Penalty: 6208.211914
	Iteration 40F: 3 clusters Score -2.653956e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -26539514.000000 Penalty: 6208.211914
	Iteration 41Q: 3 clusters Score -2.653951e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130238 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -26539444.000000 Penalty: 6208.211914
	Iteration 42Q: 3 clusters Score -2.653944e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130213 members 
Mstep: Class 2 contains 142604 members 
Entering Unmasked Estep 
Score: -26539430.000000 Penalty: 6208.211914
	Iteration 43Q: 3 clusters Score -2.653943e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130212 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -26539434.000000 Penalty: 6208.211914
	Iteration 44Q: 3 clusters Score -2.653943e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130237 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -26539416.000000 Penalty: 6208.211914
	Iteration 45Q: 3 clusters Score -2.653942e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130269 members 
Mstep: Class 2 contains 142548 members 
Entering Unmasked Estep 
Score: -26539378.000000 Penalty: 6208.211914
	Iteration 46Q: 3 clusters Score -2.653938e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 142483 members 
Entering Unmasked Estep 
Score: -26539376.000000 Penalty: 6208.211914
	Iteration 47Q: 3 clusters Score -2.653938e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 142421 members 
Entering Unmasked Estep 
Score: -26539374.000000 Penalty: 6208.211914
	Iteration 48Q: 3 clusters Score -2.653937e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -26539398.000000 Penalty: 6208.211914
	Iteration 49Q: 3 clusters Score -2.65394e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -26539400.000000 Penalty: 6208.211914
	Iteration 50Q: 3 clusters Score -2.65394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -26539396.000000 Penalty: 6208.211914
	Iteration 51Q: 3 clusters Score -2.65394e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 142218 members 
Entering Unmasked Estep 
Score: -26539394.000000 Penalty: 6208.211914
	Iteration 52Q: 3 clusters Score -2.653939e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130644 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -26539416.000000 Penalty: 6208.211914
	Iteration 53Q: 3 clusters Score -2.653942e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130688 members 
Mstep: Class 2 contains 142129 members 
Entering Unmasked Estep 
Score: -26539452.000000 Penalty: 6208.211914
	Iteration 54Q: 3 clusters Score -2.653945e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130734 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -26539438.000000 Penalty: 6208.211914
	Iteration 55Q: 3 clusters Score -2.653944e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130778 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -26539476.000000 Penalty: 6208.211914
	Iteration 56Q: 3 clusters Score -2.653948e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -26539468.000000 Penalty: 6208.211914
	Iteration 57Q: 3 clusters Score -2.653947e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 141967 members 
Entering Unmasked Estep 
Score: -26539492.000000 Penalty: 6208.211914
	Iteration 58Q: 3 clusters Score -2.653949e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 141932 members 
Entering Unmasked Estep 
Score: -26539512.000000 Penalty: 6208.211914
	Iteration 59Q: 3 clusters Score -2.653951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130907 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -26539552.000000 Penalty: 6208.211914
	Iteration 60F: 3 clusters Score -2.653955e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130919 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -26539560.000000 Penalty: 6208.211914
	Iteration 61Q: 3 clusters Score -2.653956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130934 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -26539500.000000 Penalty: 6208.211914
	Iteration 62Q: 3 clusters Score -2.65395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130963 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -26539518.000000 Penalty: 6208.211914
	Iteration 63Q: 3 clusters Score -2.653952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130986 members 
Mstep: Class 2 contains 141831 members 
Entering Unmasked Estep 
Score: -26539548.000000 Penalty: 6208.211914
	Iteration 64Q: 3 clusters Score -2.653955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131004 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -26539552.000000 Penalty: 6208.211914
	Iteration 65Q: 3 clusters Score -2.653955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -26539536.000000 Penalty: 6208.211914
	Iteration 66Q: 3 clusters Score -2.653954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 141796 members 
Entering Unmasked Estep 
Score: -26539554.000000 Penalty: 6208.211914
	Iteration 67Q: 3 clusters Score -2.653955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -26539546.000000 Penalty: 6208.211914
	Iteration 68Q: 3 clusters Score -2.653955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -26539534.000000 Penalty: 6208.211914
	Iteration 69Q: 3 clusters Score -2.653953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -26539538.000000 Penalty: 6208.211914
	Iteration 70Q: 3 clusters Score -2.653954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -26539550.000000 Penalty: 6208.211914
	Iteration 71Q: 3 clusters Score -2.653955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -26539548.000000 Penalty: 6208.211914
	Iteration 72Q: 3 clusters Score -2.653955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -26539554.000000 Penalty: 6208.211914
	Iteration 73Q: 3 clusters Score -2.653955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -26539560.000000 Penalty: 6208.211914
	Iteration 74Q: 3 clusters Score -2.653956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131015 members 
Mstep: Class 2 contains 141802 members 
Entering Unmasked Estep 
Score: -26539560.000000 Penalty: 6208.211914
	Iteration 75Q: 3 clusters Score -2.653956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -26539552.000000 Penalty: 6208.211914
	Iteration 76Q: 3 clusters Score -2.653955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131017 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -26539552.000000 Penalty: 6208.211914
	Iteration 77Q: 3 clusters Score -2.653955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 141797 members 
Entering Unmasked Estep 
Score: -26539554.000000 Penalty: 6208.211914
	Iteration 78Q: 3 clusters Score -2.653955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 141797 members 
Entering Unmasked Estep 
Score: -26539554.000000 Penalty: 6208.211914
	Iteration 79F: 3 clusters Score -2.653955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 165026 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Entering Unmasked Estep 
Score: -150646608.000000 Penalty: 157042.671875
Splitting cluster 17 changes total score from -150611360.000000 to -150646608.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (170472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Entering Unmasked Estep 
Score: -13981356.000000 Penalty: 2987.489014
	Iteration 0F: 2 clusters Score -1.398136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -13867320.000000 Penalty: 5974.978027
	Iteration 0F: 3 clusters Score -1.386732e+07 nChanged 81764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -13915143.000000 Penalty: 5974.978027
	Iteration 1F: 3 clusters Score -1.391514e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -13916246.000000 Penalty: 5974.978027
	Iteration 2Q: 3 clusters Score -1.391625e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -13917752.000000 Penalty: 5974.978027
	Iteration 3Q: 3 clusters Score -1.391775e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -13920333.000000 Penalty: 5974.978027
	Iteration 4Q: 3 clusters Score -1.392033e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -13924345.000000 Penalty: 5974.978027
	Iteration 5F: 3 clusters Score -1.392434e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -13930705.000000 Penalty: 5974.978027
	Iteration 6F: 3 clusters Score -1.39307e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -13939293.000000 Penalty: 5974.978027
	Iteration 7F: 3 clusters Score -1.393929e+07 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -13949305.000000 Penalty: 5974.978027
	Iteration 8F: 3 clusters Score -1.39493e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -13959220.000000 Penalty: 5974.978027
	Iteration 9F: 3 clusters Score -1.395922e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156712 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -13967752.000000 Penalty: 5974.978027
	Iteration 10F: 3 clusters Score -1.396775e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162734 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -13973741.000000 Penalty: 5974.978027
	Iteration 11Q: 3 clusters Score -1.397374e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165753 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -13976970.000000 Penalty: 5974.978027
	Iteration 12Q: 3 clusters Score -1.397697e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -13978196.000000 Penalty: 5974.978027
	Iteration 13Q: 3 clusters Score -1.39782e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13978693.000000 Penalty: 5974.978027
	Iteration 14Q: 3 clusters Score -1.397869e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167569 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13978850.000000 Penalty: 5974.978027
	Iteration 15Q: 3 clusters Score -1.397885e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167731 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -13978938.000000 Penalty: 5974.978027
	Iteration 16Q: 3 clusters Score -1.397894e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -13979009.000000 Penalty: 5974.978027
	Iteration 17Q: 3 clusters Score -1.397901e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167957 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -13979005.000000 Penalty: 5974.978027
	Iteration 18Q: 3 clusters Score -1.3979e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13979037.000000 Penalty: 5974.978027
	Iteration 19Q: 3 clusters Score -1.397904e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -13979062.000000 Penalty: 5974.978027
	Iteration 20F: 3 clusters Score -1.397906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13979085.000000 Penalty: 5974.978027
	Iteration 21Q: 3 clusters Score -1.397908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13979092.000000 Penalty: 5974.978027
	Iteration 22Q: 3 clusters Score -1.397909e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168167 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13979097.000000 Penalty: 5974.978027
	Iteration 23Q: 3 clusters Score -1.39791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -13979093.000000 Penalty: 5974.978027
	Iteration 24Q: 3 clusters Score -1.397909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168211 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -13979104.000000 Penalty: 5974.978027
	Iteration 25Q: 3 clusters Score -1.39791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168231 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13979111.000000 Penalty: 5974.978027
	Iteration 26Q: 3 clusters Score -1.397911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -13979111.000000 Penalty: 5974.978027
	Iteration 27Q: 3 clusters Score -1.397911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -13979115.000000 Penalty: 5974.978027
	Iteration 28Q: 3 clusters Score -1.397912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168277 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -13979119.000000 Penalty: 5974.978027
	Iteration 29Q: 3 clusters Score -1.397912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168283 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -13979123.000000 Penalty: 5974.978027
	Iteration 30Q: 3 clusters Score -1.397912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168292 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13979123.000000 Penalty: 5974.978027
	Iteration 31Q: 3 clusters Score -1.397912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -13979124.000000 Penalty: 5974.978027
	Iteration 32Q: 3 clusters Score -1.397912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -13979124.000000 Penalty: 5974.978027
	Iteration 33Q: 3 clusters Score -1.397912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13979123.000000 Penalty: 5974.978027
	Iteration 34Q: 3 clusters Score -1.397912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168335 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13979127.000000 Penalty: 5974.978027
	Iteration 35Q: 3 clusters Score -1.397913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -13979122.000000 Penalty: 5974.978027
	Iteration 36Q: 3 clusters Score -1.397912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -13979125.000000 Penalty: 5974.978027
	Iteration 37Q: 3 clusters Score -1.397912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13979150.000000 Penalty: 5974.978027
	Iteration 38Q: 3 clusters Score -1.397915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13979160.000000 Penalty: 5974.978027
	Iteration 39Q: 3 clusters Score -1.397916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13979171.000000 Penalty: 5974.978027
	Iteration 40F: 3 clusters Score -1.397917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -13979165.000000 Penalty: 5974.978027
	Iteration 41Q: 3 clusters Score -1.397916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13979163.000000 Penalty: 5974.978027
	Iteration 42Q: 3 clusters Score -1.397916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168438 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13979164.000000 Penalty: 5974.978027
	Iteration 43Q: 3 clusters Score -1.397916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168449 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13979164.000000 Penalty: 5974.978027
	Iteration 44Q: 3 clusters Score -1.397916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -13979160.000000 Penalty: 5974.978027
	Iteration 45Q: 3 clusters Score -1.397916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168467 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13979170.000000 Penalty: 5974.978027
	Iteration 46Q: 3 clusters Score -1.397917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13979166.000000 Penalty: 5974.978027
	Iteration 47Q: 3 clusters Score -1.397917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -13979165.000000 Penalty: 5974.978027
	Iteration 48Q: 3 clusters Score -1.397916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13979167.000000 Penalty: 5974.978027
	Iteration 49Q: 3 clusters Score -1.397917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13979167.000000 Penalty: 5974.978027
	Iteration 50F: 3 clusters Score -1.397917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Entering Unmasked Estep 
Score: -17412560.000000 Penalty: 2979.437012
	Iteration 0F: 2 clusters Score -1.741256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -17337724.000000 Penalty: 5958.874023
	Iteration 0F: 3 clusters Score -1.733772e+07 nChanged 78863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -17383494.000000 Penalty: 5958.874023
	Iteration 1F: 3 clusters Score -1.738349e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -17384626.000000 Penalty: 5958.874023
	Iteration 2Q: 3 clusters Score -1.738463e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -17386396.000000 Penalty: 5958.874023
	Iteration 3Q: 3 clusters Score -1.73864e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -17389554.000000 Penalty: 5958.874023
	Iteration 4Q: 3 clusters Score -1.738955e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -17394712.000000 Penalty: 5958.874023
	Iteration 5F: 3 clusters Score -1.739471e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -17401470.000000 Penalty: 5958.874023
	Iteration 6F: 3 clusters Score -1.740147e+07 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -17408616.000000 Penalty: 5958.874023
	Iteration 7F: 3 clusters Score -1.740862e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -17414686.000000 Penalty: 5958.874023
	Iteration 8F: 3 clusters Score -1.741469e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -17419484.000000 Penalty: 5958.874023
	Iteration 9F: 3 clusters Score -1.741948e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 116339 members 
Entering Unmasked Estep 
Score: -17422464.000000 Penalty: 5958.874023
	Iteration 10Q: 3 clusters Score -1.742246e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -17423820.000000 Penalty: 5958.874023
	Iteration 11Q: 3 clusters Score -1.742382e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -17424254.000000 Penalty: 5958.874023
	Iteration 12Q: 3 clusters Score -1.742425e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -17424438.000000 Penalty: 5958.874023
	Iteration 13Q: 3 clusters Score -1.742444e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -17424538.000000 Penalty: 5958.874023
	Iteration 14Q: 3 clusters Score -1.742454e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -17424846.000000 Penalty: 5958.874023
	Iteration 15Q: 3 clusters Score -1.742485e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -17424980.000000 Penalty: 5958.874023
	Iteration 16Q: 3 clusters Score -1.742498e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 112139 members 
Entering Unmasked Estep 
Score: -17425158.000000 Penalty: 5958.874023
	Iteration 17Q: 3 clusters Score -1.742516e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 111315 members 
Entering Unmasked Estep 
Score: -17425374.000000 Penalty: 5958.874023
	Iteration 18Q: 3 clusters Score -1.742537e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -17425630.000000 Penalty: 5958.874023
	Iteration 19Q: 3 clusters Score -1.742563e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -17425792.000000 Penalty: 5958.874023
	Iteration 20F: 3 clusters Score -1.742579e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -17426050.000000 Penalty: 5958.874023
	Iteration 21Q: 3 clusters Score -1.742605e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -17426234.000000 Penalty: 5958.874023
	Iteration 22Q: 3 clusters Score -1.742623e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -17426474.000000 Penalty: 5958.874023
	Iteration 23Q: 3 clusters Score -1.742647e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -17426596.000000 Penalty: 5958.874023
	Iteration 24Q: 3 clusters Score -1.74266e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -17426656.000000 Penalty: 5958.874023
	Iteration 25Q: 3 clusters Score -1.742666e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -17426736.000000 Penalty: 5958.874023
	Iteration 26Q: 3 clusters Score -1.742674e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -17426868.000000 Penalty: 5958.874023
	Iteration 27Q: 3 clusters Score -1.742687e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -17427040.000000 Penalty: 5958.874023
	Iteration 28Q: 3 clusters Score -1.742704e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -17427126.000000 Penalty: 5958.874023
	Iteration 29Q: 3 clusters Score -1.742713e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -17427286.000000 Penalty: 5958.874023
	Iteration 30Q: 3 clusters Score -1.742729e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -17427432.000000 Penalty: 5958.874023
	Iteration 31Q: 3 clusters Score -1.742743e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -17427722.000000 Penalty: 5958.874023
	Iteration 32Q: 3 clusters Score -1.742772e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -17427878.000000 Penalty: 5958.874023
	Iteration 33Q: 3 clusters Score -1.742788e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 101414 members 
Entering Unmasked Estep 
Score: -17428088.000000 Penalty: 5958.874023
	Iteration 34Q: 3 clusters Score -1.742809e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -17428322.000000 Penalty: 5958.874023
	Iteration 35Q: 3 clusters Score -1.742832e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -17428488.000000 Penalty: 5958.874023
	Iteration 36Q: 3 clusters Score -1.742849e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -17428770.000000 Penalty: 5958.874023
	Iteration 37Q: 3 clusters Score -1.742877e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -17428912.000000 Penalty: 5958.874023
	Iteration 38Q: 3 clusters Score -1.742891e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 98685 members 
Entering Unmasked Estep 
Score: -17429116.000000 Penalty: 5958.874023
	Iteration 39Q: 3 clusters Score -1.742912e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -17429370.000000 Penalty: 5958.874023
	Iteration 40F: 3 clusters Score -1.742937e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -17429616.000000 Penalty: 5958.874023
	Iteration 41Q: 3 clusters Score -1.742962e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -17429856.000000 Penalty: 5958.874023
	Iteration 42Q: 3 clusters Score -1.742986e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -17430030.000000 Penalty: 5958.874023
	Iteration 43Q: 3 clusters Score -1.743003e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -17430264.000000 Penalty: 5958.874023
	Iteration 44Q: 3 clusters Score -1.743026e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -17430402.000000 Penalty: 5958.874023
	Iteration 45Q: 3 clusters Score -1.74304e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -17430552.000000 Penalty: 5958.874023
	Iteration 46Q: 3 clusters Score -1.743055e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -17430696.000000 Penalty: 5958.874023
	Iteration 47Q: 3 clusters Score -1.74307e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -17430802.000000 Penalty: 5958.874023
	Iteration 48Q: 3 clusters Score -1.74308e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -17430928.000000 Penalty: 5958.874023
	Iteration 49Q: 3 clusters Score -1.743093e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -17430954.000000 Penalty: 5958.874023
	Iteration 50Q: 3 clusters Score -1.743095e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71835 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -17431106.000000 Penalty: 5958.874023
	Iteration 51Q: 3 clusters Score -1.743111e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -17431210.000000 Penalty: 5958.874023
	Iteration 52Q: 3 clusters Score -1.743121e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -17431336.000000 Penalty: 5958.874023
	Iteration 53Q: 3 clusters Score -1.743134e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -17431468.000000 Penalty: 5958.874023
	Iteration 54Q: 3 clusters Score -1.743147e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -17431578.000000 Penalty: 5958.874023
	Iteration 55Q: 3 clusters Score -1.743158e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -17431652.000000 Penalty: 5958.874023
	Iteration 56Q: 3 clusters Score -1.743165e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -17431768.000000 Penalty: 5958.874023
	Iteration 57Q: 3 clusters Score -1.743177e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -17431840.000000 Penalty: 5958.874023
	Iteration 58Q: 3 clusters Score -1.743184e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -17431894.000000 Penalty: 5958.874023
	Iteration 59Q: 3 clusters Score -1.743189e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -17431986.000000 Penalty: 5958.874023
	Iteration 60F: 3 clusters Score -1.743199e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -17432028.000000 Penalty: 5958.874023
	Iteration 61Q: 3 clusters Score -1.743203e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -17432100.000000 Penalty: 5958.874023
	Iteration 62Q: 3 clusters Score -1.74321e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -17432078.000000 Penalty: 5958.874023
	Iteration 63Q: 3 clusters Score -1.743208e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -17432124.000000 Penalty: 5958.874023
	Iteration 64Q: 3 clusters Score -1.743212e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -17432168.000000 Penalty: 5958.874023
	Iteration 65Q: 3 clusters Score -1.743217e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -17432192.000000 Penalty: 5958.874023
	Iteration 66Q: 3 clusters Score -1.743219e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -17432180.000000 Penalty: 5958.874023
	Iteration 67Q: 3 clusters Score -1.743218e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -17432196.000000 Penalty: 5958.874023
	Iteration 68Q: 3 clusters Score -1.74322e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -17432240.000000 Penalty: 5958.874023
	Iteration 69Q: 3 clusters Score -1.743224e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -17432226.000000 Penalty: 5958.874023
	Iteration 70Q: 3 clusters Score -1.743223e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73877 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -17432238.000000 Penalty: 5958.874023
	Iteration 71Q: 3 clusters Score -1.743224e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -17432278.000000 Penalty: 5958.874023
	Iteration 72Q: 3 clusters Score -1.743228e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -17432262.000000 Penalty: 5958.874023
	Iteration 73Q: 3 clusters Score -1.743226e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -17432278.000000 Penalty: 5958.874023
	Iteration 74Q: 3 clusters Score -1.743228e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -17432296.000000 Penalty: 5958.874023
	Iteration 75Q: 3 clusters Score -1.74323e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -17432294.000000 Penalty: 5958.874023
	Iteration 76Q: 3 clusters Score -1.743229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -17432266.000000 Penalty: 5958.874023
	Iteration 77Q: 3 clusters Score -1.743227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -17432260.000000 Penalty: 5958.874023
	Iteration 78Q: 3 clusters Score -1.743226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -17432262.000000 Penalty: 5958.874023
	Iteration 79Q: 3 clusters Score -1.743226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -17432262.000000 Penalty: 5958.874023
	Iteration 80F: 3 clusters Score -1.743226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -17432268.000000 Penalty: 5958.874023
	Iteration 81Q: 3 clusters Score -1.743227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -17432246.000000 Penalty: 5958.874023
	Iteration 82Q: 3 clusters Score -1.743225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -17432240.000000 Penalty: 5958.874023
	Iteration 83Q: 3 clusters Score -1.743224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -17432234.000000 Penalty: 5958.874023
	Iteration 84Q: 3 clusters Score -1.743223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -17432248.000000 Penalty: 5958.874023
	Iteration 85Q: 3 clusters Score -1.743225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -17432252.000000 Penalty: 5958.874023
	Iteration 86Q: 3 clusters Score -1.743225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -17432246.000000 Penalty: 5958.874023
	Iteration 87Q: 3 clusters Score -1.743225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -17432248.000000 Penalty: 5958.874023
	Iteration 88Q: 3 clusters Score -1.743225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -17432242.000000 Penalty: 5958.874023
	Iteration 89Q: 3 clusters Score -1.743224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -17432238.000000 Penalty: 5958.874023
	Iteration 90Q: 3 clusters Score -1.743224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -17432238.000000 Penalty: 5958.874023
	Iteration 91Q: 3 clusters Score -1.743224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -17432234.000000 Penalty: 5958.874023
	Iteration 92Q: 3 clusters Score -1.743223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -17432242.000000 Penalty: 5958.874023
	Iteration 93Q: 3 clusters Score -1.743224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -17432250.000000 Penalty: 5958.874023
	Iteration 94Q: 3 clusters Score -1.743225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -17432240.000000 Penalty: 5958.874023
	Iteration 95Q: 3 clusters Score -1.743224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -17432240.000000 Penalty: 5958.874023
	Iteration 96F: 3 clusters Score -1.743224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Entering Unmasked Estep 
Score: -150666752.000000 Penalty: 160611.828125
Splitting cluster 19 changes total score from -150611360.000000 to -150666752.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (7619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Entering Unmasked Estep 
Score: -586817.187500 Penalty: 2216.723145
	Iteration 0F: 2 clusters Score -586817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -580755.500000 Penalty: 4433.446289
	Iteration 0F: 3 clusters Score -580755.5 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -582585.500000 Penalty: 4433.446289
	Iteration 1F: 3 clusters Score -582585.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -583100.187500 Penalty: 4433.446289
	Iteration 2F: 3 clusters Score -583100.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -583718.750000 Penalty: 4433.446289
	Iteration 3F: 3 clusters Score -583718.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -584457.875000 Penalty: 4433.446289
	Iteration 4F: 3 clusters Score -584457.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -585223.312500 Penalty: 4433.446289
	Iteration 5F: 3 clusters Score -585223.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -585790.062500 Penalty: 4433.446289
	Iteration 6F: 3 clusters Score -585790.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -586118.750000 Penalty: 4433.446289
	Iteration 7F: 3 clusters Score -586118.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -586282.812500 Penalty: 4433.446289
	Iteration 8Q: 3 clusters Score -586282.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -586403.812500 Penalty: 4433.446289
	Iteration 9Q: 3 clusters Score -586403.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -586511.437500 Penalty: 4433.446289
	Iteration 10Q: 3 clusters Score -586511.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -586619.562500 Penalty: 4433.446289
	Iteration 11Q: 3 clusters Score -586619.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -586751.062500 Penalty: 4433.446289
	Iteration 12Q: 3 clusters Score -586751.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -586939.687500 Penalty: 4433.446289
	Iteration 13Q: 3 clusters Score -586939.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -587170.500000 Penalty: 4433.446289
	Iteration 14Q: 3 clusters Score -587170.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -587335.625000 Penalty: 4433.446289
	Iteration 15Q: 3 clusters Score -587335.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -587435.000000 Penalty: 4433.446289
	Iteration 16Q: 3 clusters Score -587435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -587516.687500 Penalty: 4433.446289
	Iteration 17Q: 3 clusters Score -587516.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -587592.312500 Penalty: 4433.446289
	Iteration 18Q: 3 clusters Score -587592.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -587657.875000 Penalty: 4433.446289
	Iteration 19Q: 3 clusters Score -587657.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -587711.250000 Penalty: 4433.446289
	Iteration 20F: 3 clusters Score -587711.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -587757.562500 Penalty: 4433.446289
	Iteration 21Q: 3 clusters Score -587757.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -587812.875000 Penalty: 4433.446289
	Iteration 22Q: 3 clusters Score -587812.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -587887.625000 Penalty: 4433.446289
	Iteration 23Q: 3 clusters Score -587887.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -587959.062500 Penalty: 4433.446289
	Iteration 24Q: 3 clusters Score -587959.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -588006.500000 Penalty: 4433.446289
	Iteration 25Q: 3 clusters Score -588006.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -588039.437500 Penalty: 4433.446289
	Iteration 26Q: 3 clusters Score -588039.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -588058.250000 Penalty: 4433.446289
	Iteration 27Q: 3 clusters Score -588058.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -588075.250000 Penalty: 4433.446289
	Iteration 28Q: 3 clusters Score -588075.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -588092.437500 Penalty: 4433.446289
	Iteration 29Q: 3 clusters Score -588092.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -588105.500000 Penalty: 4433.446289
	Iteration 30Q: 3 clusters Score -588105.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -588109.125000 Penalty: 4433.446289
	Iteration 31Q: 3 clusters Score -588109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -588115.750000 Penalty: 4433.446289
	Iteration 32Q: 3 clusters Score -588115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -588118.687500 Penalty: 4433.446289
	Iteration 33Q: 3 clusters Score -588118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -588120.125000 Penalty: 4433.446289
	Iteration 34Q: 3 clusters Score -588120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -588121.625000 Penalty: 4433.446289
	Iteration 35Q: 3 clusters Score -588121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -588121.875000 Penalty: 4433.446289
	Iteration 36Q: 3 clusters Score -588121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -588122.875000 Penalty: 4433.446289
	Iteration 37Q: 3 clusters Score -588122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -588123.562500 Penalty: 4433.446289
	Iteration 38Q: 3 clusters Score -588123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -588123.937500 Penalty: 4433.446289
	Iteration 39Q: 3 clusters Score -588123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -588123.937500 Penalty: 4433.446289
	Iteration 40F: 3 clusters Score -588123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 9712 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Entering Unmasked Estep 
Score: -150667152.000000 Penalty: 164180.984375
Splitting cluster 20 changes total score from -150611360.000000 to -150667152.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 21 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -737407.625000 Penalty: 2276.916992
	Iteration 0F: 2 clusters Score -737407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -730115.937500 Penalty: 4553.833984
	Iteration 0F: 3 clusters Score -730115.9 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -733322.500000 Penalty: 4553.833984
	Iteration 1F: 3 clusters Score -733322.5 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -735492.687500 Penalty: 4553.833984
	Iteration 2F: 3 clusters Score -735492.7 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -737477.250000 Penalty: 4553.833984
	Iteration 3F: 3 clusters Score -737477.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -738437.812500 Penalty: 4553.833984
	Iteration 4F: 3 clusters Score -738437.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -738877.812500 Penalty: 4553.833984
	Iteration 5Q: 3 clusters Score -738877.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -739071.125000 Penalty: 4553.833984
	Iteration 6Q: 3 clusters Score -739071.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -739181.437500 Penalty: 4553.833984
	Iteration 7Q: 3 clusters Score -739181.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -739233.937500 Penalty: 4553.833984
	Iteration 8Q: 3 clusters Score -739233.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -739275.875000 Penalty: 4553.833984
	Iteration 9Q: 3 clusters Score -739275.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -739322.437500 Penalty: 4553.833984
	Iteration 10Q: 3 clusters Score -739322.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -739407.312500 Penalty: 4553.833984
	Iteration 11Q: 3 clusters Score -739407.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -739578.312500 Penalty: 4553.833984
	Iteration 12Q: 3 clusters Score -739578.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -739889.937500 Penalty: 4553.833984
	Iteration 13Q: 3 clusters Score -739889.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -740011.125000 Penalty: 4553.833984
	Iteration 14Q: 3 clusters Score -740011.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -740056.187500 Penalty: 4553.833984
	Iteration 15Q: 3 clusters Score -740056.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -740079.500000 Penalty: 4553.833984
	Iteration 16Q: 3 clusters Score -740079.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -740101.875000 Penalty: 4553.833984
	Iteration 17Q: 3 clusters Score -740101.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -740119.437500 Penalty: 4553.833984
	Iteration 18Q: 3 clusters Score -740119.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -740127.125000 Penalty: 4553.833984
	Iteration 19Q: 3 clusters Score -740127.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -740133.875000 Penalty: 4553.833984
	Iteration 20F: 3 clusters Score -740133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -740139.625000 Penalty: 4553.833984
	Iteration 21Q: 3 clusters Score -740139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -740146.312500 Penalty: 4553.833984
	Iteration 22Q: 3 clusters Score -740146.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -740154.250000 Penalty: 4553.833984
	Iteration 23Q: 3 clusters Score -740154.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -740163.187500 Penalty: 4553.833984
	Iteration 24Q: 3 clusters Score -740163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -740165.875000 Penalty: 4553.833984
	Iteration 25Q: 3 clusters Score -740165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -740166.312500 Penalty: 4553.833984
	Iteration 26Q: 3 clusters Score -740166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -740166.500000 Penalty: 4553.833984
	Iteration 27Q: 3 clusters Score -740166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -740167.312500 Penalty: 4553.833984
	Iteration 28Q: 3 clusters Score -740167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -740167.312500 Penalty: 4553.833984
	Iteration 29F: 3 clusters Score -740167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 18163 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Entering Unmasked Estep 
Score: -150668752.000000 Penalty: 167750.125000
Splitting cluster 21 changes total score from -150611360.000000 to -150668752.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 22 (18163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Entering Unmasked Estep 
Score: -1390221.875000 Penalty: 2432.171387
	Iteration 0F: 2 clusters Score -1390222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1377254.625000 Penalty: 4864.342773
	Iteration 0F: 3 clusters Score -1377255 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1381769.375000 Penalty: 4864.342773
	Iteration 1F: 3 clusters Score -1381769 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1382624.375000 Penalty: 4864.342773
	Iteration 2F: 3 clusters Score -1382624 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1383990.250000 Penalty: 4864.342773
	Iteration 3F: 3 clusters Score -1383990 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1385736.500000 Penalty: 4864.342773
	Iteration 4F: 3 clusters Score -1385736 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1387282.625000 Penalty: 4864.342773
	Iteration 5F: 3 clusters Score -1387283 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1388654.625000 Penalty: 4864.342773
	Iteration 6F: 3 clusters Score -1388655 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1389787.000000 Penalty: 4864.342773
	Iteration 7F: 3 clusters Score -1389787 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1390529.375000 Penalty: 4864.342773
	Iteration 8F: 3 clusters Score -1390529 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1390961.875000 Penalty: 4864.342773
	Iteration 9Q: 3 clusters Score -1390962 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1391214.750000 Penalty: 4864.342773
	Iteration 10Q: 3 clusters Score -1391215 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1391411.125000 Penalty: 4864.342773
	Iteration 11Q: 3 clusters Score -1391411 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1391563.625000 Penalty: 4864.342773
	Iteration 12Q: 3 clusters Score -1391564 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1391664.250000 Penalty: 4864.342773
	Iteration 13Q: 3 clusters Score -1391664 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1391757.625000 Penalty: 4864.342773
	Iteration 14Q: 3 clusters Score -1391758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1391879.250000 Penalty: 4864.342773
	Iteration 15Q: 3 clusters Score -1391879 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1391967.750000 Penalty: 4864.342773
	Iteration 16Q: 3 clusters Score -1391968 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1392065.750000 Penalty: 4864.342773
	Iteration 17Q: 3 clusters Score -1392066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1392159.375000 Penalty: 4864.342773
	Iteration 18Q: 3 clusters Score -1392159 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1392282.750000 Penalty: 4864.342773
	Iteration 19Q: 3 clusters Score -1392283 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1392399.750000 Penalty: 4864.342773
	Iteration 20F: 3 clusters Score -1392400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1392499.000000 Penalty: 4864.342773
	Iteration 21Q: 3 clusters Score -1392499 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1392581.750000 Penalty: 4864.342773
	Iteration 22Q: 3 clusters Score -1392582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1392644.500000 Penalty: 4864.342773
	Iteration 23Q: 3 clusters Score -1392644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1392681.125000 Penalty: 4864.342773
	Iteration 24Q: 3 clusters Score -1392681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1392695.625000 Penalty: 4864.342773
	Iteration 25Q: 3 clusters Score -1392696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1392697.750000 Penalty: 4864.342773
	Iteration 26Q: 3 clusters Score -1392698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1392702.000000 Penalty: 4864.342773
	Iteration 27Q: 3 clusters Score -1392702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1392709.250000 Penalty: 4864.342773
	Iteration 28Q: 3 clusters Score -1392709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1392709.500000 Penalty: 4864.342773
	Iteration 29Q: 3 clusters Score -1392710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1392712.375000 Penalty: 4864.342773
	Iteration 30Q: 3 clusters Score -1392712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1392712.500000 Penalty: 4864.342773
	Iteration 31Q: 3 clusters Score -1392712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1392716.625000 Penalty: 4864.342773
	Iteration 32Q: 3 clusters Score -1392717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1392717.875000 Penalty: 4864.342773
	Iteration 33Q: 3 clusters Score -1392718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1392716.000000 Penalty: 4864.342773
	Iteration 34Q: 3 clusters Score -1392716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1392716.000000 Penalty: 4864.342773
	Iteration 35F: 3 clusters Score -1392716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 7612 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Entering Unmasked Estep 
Score: -150670272.000000 Penalty: 171319.281250
Splitting cluster 22 changes total score from -150611360.000000 to -150670272.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 23 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -589590.437500 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -589590.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -583420.625000 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -583420.6 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -585145.375000 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -585145.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -585464.187500 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -585464.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -585709.375000 Penalty: 4432.990723
	Iteration 3F: 3 clusters Score -585709.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -585902.500000 Penalty: 4432.990723
	Iteration 4Q: 3 clusters Score -585902.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -586088.250000 Penalty: 4432.990723
	Iteration 5Q: 3 clusters Score -586088.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -586225.875000 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -586225.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -586330.937500 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -586330.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -586411.875000 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -586411.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -586489.937500 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -586489.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -586615.437500 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -586615.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -586786.437500 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -586786.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -587086.937500 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -587086.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -587656.625000 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -587656.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -588483.937500 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -588483.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -589069.750000 Penalty: 4432.990723
	Iteration 15F: 3 clusters Score -589069.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -589398.187500 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -589398.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -589624.750000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -589624.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -589844.125000 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -589844.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -590087.625000 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -590087.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -590364.062500 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -590364.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -590642.500000 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -590642.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -591049.625000 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -591049.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -591521.375000 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -591521.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -591917.937500 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -591917.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -591998.687500 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -591998.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -592018.750000 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -592018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -592024.000000 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -592024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -592026.250000 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -592026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -592027.187500 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -592027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -592027.187500 Penalty: 4432.990723
	Iteration 30F: 3 clusters Score -592027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 13951 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Entering Unmasked Estep 
Score: -150671600.000000 Penalty: 174888.437500
Splitting cluster 23 changes total score from -150611360.000000 to -150671600.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 24 (19422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Entering Unmasked Estep 
Score: -1382046.875000 Penalty: 2448.791992
	Iteration 0F: 2 clusters Score -1382047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1368354.000000 Penalty: 4897.583984
	Iteration 0F: 3 clusters Score -1368354 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1373349.750000 Penalty: 4897.583984
	Iteration 1F: 3 clusters Score -1373350 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1374453.625000 Penalty: 4897.583984
	Iteration 2F: 3 clusters Score -1374454 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1375907.250000 Penalty: 4897.583984
	Iteration 3F: 3 clusters Score -1375907 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1377373.750000 Penalty: 4897.583984
	Iteration 4F: 3 clusters Score -1377374 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1378561.750000 Penalty: 4897.583984
	Iteration 5F: 3 clusters Score -1378562 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1379326.250000 Penalty: 4897.583984
	Iteration 6F: 3 clusters Score -1379326 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1379778.125000 Penalty: 4897.583984
	Iteration 7Q: 3 clusters Score -1379778 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1380019.750000 Penalty: 4897.583984
	Iteration 8Q: 3 clusters Score -1380020 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1380126.625000 Penalty: 4897.583984
	Iteration 9Q: 3 clusters Score -1380127 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1380200.625000 Penalty: 4897.583984
	Iteration 10Q: 3 clusters Score -1380201 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1380243.125000 Penalty: 4897.583984
	Iteration 11Q: 3 clusters Score -1380243 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1380274.125000 Penalty: 4897.583984
	Iteration 12Q: 3 clusters Score -1380274 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1380291.750000 Penalty: 4897.583984
	Iteration 13Q: 3 clusters Score -1380292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1380308.750000 Penalty: 4897.583984
	Iteration 14Q: 3 clusters Score -1380309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1380318.375000 Penalty: 4897.583984
	Iteration 15Q: 3 clusters Score -1380318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1380326.250000 Penalty: 4897.583984
	Iteration 16Q: 3 clusters Score -1380326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1380340.000000 Penalty: 4897.583984
	Iteration 17Q: 3 clusters Score -1380340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1380350.000000 Penalty: 4897.583984
	Iteration 18Q: 3 clusters Score -1380350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1380354.750000 Penalty: 4897.583984
	Iteration 19Q: 3 clusters Score -1380355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1380363.875000 Penalty: 4897.583984
	Iteration 20F: 3 clusters Score -1380364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1380375.750000 Penalty: 4897.583984
	Iteration 21Q: 3 clusters Score -1380376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1380382.500000 Penalty: 4897.583984
	Iteration 22Q: 3 clusters Score -1380382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1380391.125000 Penalty: 4897.583984
	Iteration 23Q: 3 clusters Score -1380391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1380396.125000 Penalty: 4897.583984
	Iteration 24Q: 3 clusters Score -1380396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1380404.500000 Penalty: 4897.583984
	Iteration 25Q: 3 clusters Score -1380404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1380411.125000 Penalty: 4897.583984
	Iteration 26Q: 3 clusters Score -1380411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1380416.875000 Penalty: 4897.583984
	Iteration 27Q: 3 clusters Score -1380417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1380423.375000 Penalty: 4897.583984
	Iteration 28Q: 3 clusters Score -1380423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1380424.250000 Penalty: 4897.583984
	Iteration 29Q: 3 clusters Score -1380424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1380435.125000 Penalty: 4897.583984
	Iteration 30Q: 3 clusters Score -1380435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1380438.250000 Penalty: 4897.583984
	Iteration 31Q: 3 clusters Score -1380438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1380439.125000 Penalty: 4897.583984
	Iteration 32Q: 3 clusters Score -1380439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1380439.125000 Penalty: 4897.583984
	Iteration 33Q: 3 clusters Score -1380439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1380447.375000 Penalty: 4897.583984
	Iteration 34Q: 3 clusters Score -1380447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1380450.875000 Penalty: 4897.583984
	Iteration 35Q: 3 clusters Score -1380451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1380452.875000 Penalty: 4897.583984
	Iteration 36Q: 3 clusters Score -1380453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1380458.750000 Penalty: 4897.583984
	Iteration 37Q: 3 clusters Score -1380459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1380463.875000 Penalty: 4897.583984
	Iteration 38Q: 3 clusters Score -1380464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1380469.875000 Penalty: 4897.583984
	Iteration 39Q: 3 clusters Score -1380470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1380472.750000 Penalty: 4897.583984
	Iteration 40F: 3 clusters Score -1380473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1380474.125000 Penalty: 4897.583984
	Iteration 41Q: 3 clusters Score -1380474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1380481.125000 Penalty: 4897.583984
	Iteration 42Q: 3 clusters Score -1380481 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1380481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1380482.125000 Penalty: 4897.583984
	Iteration 44Q: 3 clusters Score -1380482 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1380486.375000 Penalty: 4897.583984
	Iteration 45Q: 3 clusters Score -1380486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1380491.500000 Penalty: 4897.583984
	Iteration 46Q: 3 clusters Score -1380492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1380492.750000 Penalty: 4897.583984
	Iteration 47Q: 3 clusters Score -1380493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1380493.875000 Penalty: 4897.583984
	Iteration 48Q: 3 clusters Score -1380494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1380492.500000 Penalty: 4897.583984
	Iteration 49Q: 3 clusters Score -1380492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1380494.625000 Penalty: 4897.583984
	Iteration 50Q: 3 clusters Score -1380495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1380495.375000 Penalty: 4897.583984
	Iteration 51Q: 3 clusters Score -1380495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1380496.500000 Penalty: 4897.583984
	Iteration 52Q: 3 clusters Score -1380496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1380498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1380508.875000 Penalty: 4897.583984
	Iteration 54Q: 3 clusters Score -1380509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1380507.125000 Penalty: 4897.583984
	Iteration 55Q: 3 clusters Score -1380507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1380510.000000 Penalty: 4897.583984
	Iteration 56Q: 3 clusters Score -1380510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1380514.250000 Penalty: 4897.583984
	Iteration 57Q: 3 clusters Score -1380514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1380515.875000 Penalty: 4897.583984
	Iteration 58Q: 3 clusters Score -1380516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1380522.500000 Penalty: 4897.583984
	Iteration 59Q: 3 clusters Score -1380522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1380526.625000 Penalty: 4897.583984
	Iteration 60F: 3 clusters Score -1380527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1380530.375000 Penalty: 4897.583984
	Iteration 61Q: 3 clusters Score -1380530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1380524.250000 Penalty: 4897.583984
	Iteration 62Q: 3 clusters Score -1380524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1380529.375000 Penalty: 4897.583984
	Iteration 63Q: 3 clusters Score -1380529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1380527.250000 Penalty: 4897.583984
	Iteration 64Q: 3 clusters Score -1380527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1380531.250000 Penalty: 4897.583984
	Iteration 65Q: 3 clusters Score -1380531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1380532.250000 Penalty: 4897.583984
	Iteration 66Q: 3 clusters Score -1380532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1380536.000000 Penalty: 4897.583984
	Iteration 67Q: 3 clusters Score -1380536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1380540.625000 Penalty: 4897.583984
	Iteration 68Q: 3 clusters Score -1380541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1380546.000000 Penalty: 4897.583984
	Iteration 69Q: 3 clusters Score -1380546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1380544.250000 Penalty: 4897.583984
	Iteration 70Q: 3 clusters Score -1380544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1380543.625000 Penalty: 4897.583984
	Iteration 71Q: 3 clusters Score -1380544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1380541.000000 Penalty: 4897.583984
	Iteration 72Q: 3 clusters Score -1380541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1380541.750000 Penalty: 4897.583984
	Iteration 73Q: 3 clusters Score -1380542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1380548.750000 Penalty: 4897.583984
	Iteration 74Q: 3 clusters Score -1380549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1380550.250000 Penalty: 4897.583984
	Iteration 75Q: 3 clusters Score -1380550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1380564.000000 Penalty: 4897.583984
	Iteration 76Q: 3 clusters Score -1380564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1380568.375000 Penalty: 4897.583984
	Iteration 77Q: 3 clusters Score -1380568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1380575.875000 Penalty: 4897.583984
	Iteration 78Q: 3 clusters Score -1380576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1380574.000000 Penalty: 4897.583984
	Iteration 79Q: 3 clusters Score -1380574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1380592.750000 Penalty: 4897.583984
	Iteration 80F: 3 clusters Score -1380593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1380603.875000 Penalty: 4897.583984
	Iteration 81Q: 3 clusters Score -1380604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1380605.375000 Penalty: 4897.583984
	Iteration 82Q: 3 clusters Score -1380605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1380618.250000 Penalty: 4897.583984
	Iteration 83Q: 3 clusters Score -1380618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1380631.625000 Penalty: 4897.583984
	Iteration 84Q: 3 clusters Score -1380632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1380636.375000 Penalty: 4897.583984
	Iteration 85Q: 3 clusters Score -1380636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1380640.625000 Penalty: 4897.583984
	Iteration 86Q: 3 clusters Score -1380641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1380641.625000 Penalty: 4897.583984
	Iteration 87Q: 3 clusters Score -1380642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1380654.375000 Penalty: 4897.583984
	Iteration 88Q: 3 clusters Score -1380654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1380662.375000 Penalty: 4897.583984
	Iteration 89Q: 3 clusters Score -1380662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1380667.875000 Penalty: 4897.583984
	Iteration 90Q: 3 clusters Score -1380668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1380681.875000 Penalty: 4897.583984
	Iteration 91Q: 3 clusters Score -1380682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1380689.375000 Penalty: 4897.583984
	Iteration 92Q: 3 clusters Score -1380689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1380706.500000 Penalty: 4897.583984
	Iteration 93Q: 3 clusters Score -1380706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1380712.375000 Penalty: 4897.583984
	Iteration 94Q: 3 clusters Score -1380712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1380725.375000 Penalty: 4897.583984
	Iteration 95Q: 3 clusters Score -1380725 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1380740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1380744.875000 Penalty: 4897.583984
	Iteration 97Q: 3 clusters Score -1380745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1380750.250000 Penalty: 4897.583984
	Iteration 98Q: 3 clusters Score -1380750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1380760.250000 Penalty: 4897.583984
	Iteration 99Q: 3 clusters Score -1380760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1380760.500000 Penalty: 4897.583984
	Iteration 100F: 3 clusters Score -1380760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1380767.125000 Penalty: 4897.583984
	Iteration 101Q: 3 clusters Score -1380767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1380775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1380786.250000 Penalty: 4897.583984
	Iteration 103Q: 3 clusters Score -1380786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1380789.000000 Penalty: 4897.583984
	Iteration 104Q: 3 clusters Score -1380789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1380794.750000 Penalty: 4897.583984
	Iteration 105Q: 3 clusters Score -1380795 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1380802.500000 Penalty: 4897.583984
	Iteration 106Q: 3 clusters Score -1380802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1380802.000000 Penalty: 4897.583984
	Iteration 107Q: 3 clusters Score -1380802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1380805.125000 Penalty: 4897.583984
	Iteration 108Q: 3 clusters Score -1380805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1380813.500000 Penalty: 4897.583984
	Iteration 109Q: 3 clusters Score -1380814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1380819.375000 Penalty: 4897.583984
	Iteration 110Q: 3 clusters Score -1380819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1380822.250000 Penalty: 4897.583984
	Iteration 111Q: 3 clusters Score -1380822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1380824.250000 Penalty: 4897.583984
	Iteration 112Q: 3 clusters Score -1380824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1380823.875000 Penalty: 4897.583984
	Iteration 113Q: 3 clusters Score -1380824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1380826.000000 Penalty: 4897.583984
	Iteration 114Q: 3 clusters Score -1380826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1380821.000000 Penalty: 4897.583984
	Iteration 115Q: 3 clusters Score -1380821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1380832.250000 Penalty: 4897.583984
	Iteration 116Q: 3 clusters Score -1380832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1380835.750000 Penalty: 4897.583984
	Iteration 117Q: 3 clusters Score -1380836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1380840.625000 Penalty: 4897.583984
	Iteration 118Q: 3 clusters Score -1380841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1380837.375000 Penalty: 4897.583984
	Iteration 119Q: 3 clusters Score -1380837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1380833.875000 Penalty: 4897.583984
	Iteration 120F: 3 clusters Score -1380834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1380838.125000 Penalty: 4897.583984
	Iteration 121Q: 3 clusters Score -1380838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1380843.000000 Penalty: 4897.583984
	Iteration 122Q: 3 clusters Score -1380843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1380846.875000 Penalty: 4897.583984
	Iteration 123Q: 3 clusters Score -1380847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1380847.375000 Penalty: 4897.583984
	Iteration 124Q: 3 clusters Score -1380847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1380852.125000 Penalty: 4897.583984
	Iteration 125Q: 3 clusters Score -1380852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1380863.750000 Penalty: 4897.583984
	Iteration 126Q: 3 clusters Score -1380864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1380860.625000 Penalty: 4897.583984
	Iteration 127Q: 3 clusters Score -1380861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1380866.250000 Penalty: 4897.583984
	Iteration 128Q: 3 clusters Score -1380866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1380874.125000 Penalty: 4897.583984
	Iteration 129Q: 3 clusters Score -1380874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1380874.125000 Penalty: 4897.583984
	Iteration 130Q: 3 clusters Score -1380874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1380885.250000 Penalty: 4897.583984
	Iteration 131Q: 3 clusters Score -1380885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1380890.875000 Penalty: 4897.583984
	Iteration 132Q: 3 clusters Score -1380891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1380897.875000 Penalty: 4897.583984
	Iteration 133Q: 3 clusters Score -1380898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1380899.875000 Penalty: 4897.583984
	Iteration 134Q: 3 clusters Score -1380900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1380899.375000 Penalty: 4897.583984
	Iteration 135Q: 3 clusters Score -1380899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1380909.625000 Penalty: 4897.583984
	Iteration 136Q: 3 clusters Score -1380910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1380913.000000 Penalty: 4897.583984
	Iteration 137Q: 3 clusters Score -1380913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1380919.500000 Penalty: 4897.583984
	Iteration 138Q: 3 clusters Score -1380920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1380921.250000 Penalty: 4897.583984
	Iteration 139Q: 3 clusters Score -1380921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1380926.375000 Penalty: 4897.583984
	Iteration 140F: 3 clusters Score -1380926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1380930.125000 Penalty: 4897.583984
	Iteration 141Q: 3 clusters Score -1380930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1380933.375000 Penalty: 4897.583984
	Iteration 142Q: 3 clusters Score -1380933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1380938.875000 Penalty: 4897.583984
	Iteration 143Q: 3 clusters Score -1380939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1380941.500000 Penalty: 4897.583984
	Iteration 144Q: 3 clusters Score -1380942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1380948.375000 Penalty: 4897.583984
	Iteration 145Q: 3 clusters Score -1380948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1380956.875000 Penalty: 4897.583984
	Iteration 146Q: 3 clusters Score -1380957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1380961.750000 Penalty: 4897.583984
	Iteration 147Q: 3 clusters Score -1380962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1380967.375000 Penalty: 4897.583984
	Iteration 148Q: 3 clusters Score -1380967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1380977.125000 Penalty: 4897.583984
	Iteration 149Q: 3 clusters Score -1380977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1380981.000000 Penalty: 4897.583984
	Iteration 150Q: 3 clusters Score -1380981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1380981.250000 Penalty: 4897.583984
	Iteration 151Q: 3 clusters Score -1380981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1380984.000000 Penalty: 4897.583984
	Iteration 152Q: 3 clusters Score -1380984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1380990.000000 Penalty: 4897.583984
	Iteration 153Q: 3 clusters Score -1380990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1380986.750000 Penalty: 4897.583984
	Iteration 154Q: 3 clusters Score -1380987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1380987.500000 Penalty: 4897.583984
	Iteration 155Q: 3 clusters Score -1380988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1380993.875000 Penalty: 4897.583984
	Iteration 156Q: 3 clusters Score -1380994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1380996.250000 Penalty: 4897.583984
	Iteration 157Q: 3 clusters Score -1380996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1380993.875000 Penalty: 4897.583984
	Iteration 158Q: 3 clusters Score -1380994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1380993.875000 Penalty: 4897.583984
	Iteration 159Q: 3 clusters Score -1380994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1380998.375000 Penalty: 4897.583984
	Iteration 160F: 3 clusters Score -1380998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1381001.750000 Penalty: 4897.583984
	Iteration 161Q: 3 clusters Score -1381002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1381004.250000 Penalty: 4897.583984
	Iteration 162Q: 3 clusters Score -1381004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1381002.375000 Penalty: 4897.583984
	Iteration 163Q: 3 clusters Score -1381002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1381009.000000 Penalty: 4897.583984
	Iteration 164Q: 3 clusters Score -1381009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1381005.500000 Penalty: 4897.583984
	Iteration 165Q: 3 clusters Score -1381006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1381006.750000 Penalty: 4897.583984
	Iteration 166Q: 3 clusters Score -1381007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1381006.000000 Penalty: 4897.583984
	Iteration 167Q: 3 clusters Score -1381006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1381007.125000 Penalty: 4897.583984
	Iteration 168Q: 3 clusters Score -1381007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1381008.375000 Penalty: 4897.583984
	Iteration 169Q: 3 clusters Score -1381008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1381007.375000 Penalty: 4897.583984
	Iteration 170Q: 3 clusters Score -1381007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1381007.375000 Penalty: 4897.583984
	Iteration 171F: 3 clusters Score -1381007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Entering Unmasked Estep 
Score: -1175598.375000 Penalty: 2389.257812
	Iteration 0F: 2 clusters Score -1175598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1164738.625000 Penalty: 4778.515625
	Iteration 0F: 3 clusters Score -1164739 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1168321.500000 Penalty: 4778.515625
	Iteration 1F: 3 clusters Score -1168322 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1168978.000000 Penalty: 4778.515625
	Iteration 2F: 3 clusters Score -1168978 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1169681.000000 Penalty: 4778.515625
	Iteration 3F: 3 clusters Score -1169681 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1170419.625000 Penalty: 4778.515625
	Iteration 4F: 3 clusters Score -1170420 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1171286.375000 Penalty: 4778.515625
	Iteration 5F: 3 clusters Score -1171286 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1172269.125000 Penalty: 4778.515625
	Iteration 6F: 3 clusters Score -1172269 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1173168.625000 Penalty: 4778.515625
	Iteration 7F: 3 clusters Score -1173169 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1173856.125000 Penalty: 4778.515625
	Iteration 8F: 3 clusters Score -1173856 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1174247.125000 Penalty: 4778.515625
	Iteration 9Q: 3 clusters Score -1174247 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1174456.875000 Penalty: 4778.515625
	Iteration 10Q: 3 clusters Score -1174457 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1174592.875000 Penalty: 4778.515625
	Iteration 11Q: 3 clusters Score -1174593 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1174682.125000 Penalty: 4778.515625
	Iteration 12Q: 3 clusters Score -1174682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1174759.500000 Penalty: 4778.515625
	Iteration 13Q: 3 clusters Score -1174760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1174817.625000 Penalty: 4778.515625
	Iteration 14Q: 3 clusters Score -1174818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1174862.000000 Penalty: 4778.515625
	Iteration 15Q: 3 clusters Score -1174862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1174894.750000 Penalty: 4778.515625
	Iteration 16Q: 3 clusters Score -1174895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1174918.500000 Penalty: 4778.515625
	Iteration 17Q: 3 clusters Score -1174918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1174933.750000 Penalty: 4778.515625
	Iteration 18Q: 3 clusters Score -1174934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1174943.625000 Penalty: 4778.515625
	Iteration 19Q: 3 clusters Score -1174944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1174951.125000 Penalty: 4778.515625
	Iteration 20F: 3 clusters Score -1174951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1174956.750000 Penalty: 4778.515625
	Iteration 21Q: 3 clusters Score -1174957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1174960.875000 Penalty: 4778.515625
	Iteration 22Q: 3 clusters Score -1174961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1174963.000000 Penalty: 4778.515625
	Iteration 23Q: 3 clusters Score -1174963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1174966.875000 Penalty: 4778.515625
	Iteration 24Q: 3 clusters Score -1174967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1174969.625000 Penalty: 4778.515625
	Iteration 25Q: 3 clusters Score -1174970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1174971.125000 Penalty: 4778.515625
	Iteration 26Q: 3 clusters Score -1174971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1174975.500000 Penalty: 4778.515625
	Iteration 27Q: 3 clusters Score -1174976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1174976.625000 Penalty: 4778.515625
	Iteration 28Q: 3 clusters Score -1174977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1174978.125000 Penalty: 4778.515625
	Iteration 29Q: 3 clusters Score -1174978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1174982.000000 Penalty: 4778.515625
	Iteration 30Q: 3 clusters Score -1174982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1174985.125000 Penalty: 4778.515625
	Iteration 31Q: 3 clusters Score -1174985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1174987.750000 Penalty: 4778.515625
	Iteration 32Q: 3 clusters Score -1174988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1174990.000000 Penalty: 4778.515625
	Iteration 33Q: 3 clusters Score -1174990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1174989.875000 Penalty: 4778.515625
	Iteration 34Q: 3 clusters Score -1174990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1174995.625000 Penalty: 4778.515625
	Iteration 35Q: 3 clusters Score -1174996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1174991.250000 Penalty: 4778.515625
	Iteration 36Q: 3 clusters Score -1174991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1174989.625000 Penalty: 4778.515625
	Iteration 37Q: 3 clusters Score -1174990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1174991.125000 Penalty: 4778.515625
	Iteration 38Q: 3 clusters Score -1174991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1174991.125000 Penalty: 4778.515625
	Iteration 39Q: 3 clusters Score -1174991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1174995.125000 Penalty: 4778.515625
	Iteration 40F: 3 clusters Score -1174995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1174997.750000 Penalty: 4778.515625
	Iteration 41Q: 3 clusters Score -1174998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1174998.250000 Penalty: 4778.515625
	Iteration 42Q: 3 clusters Score -1174998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1174997.125000 Penalty: 4778.515625
	Iteration 43Q: 3 clusters Score -1174997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1174998.250000 Penalty: 4778.515625
	Iteration 44Q: 3 clusters Score -1174998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1174998.500000 Penalty: 4778.515625
	Iteration 45Q: 3 clusters Score -1174998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1175000.875000 Penalty: 4778.515625
	Iteration 46Q: 3 clusters Score -1175001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1175003.625000 Penalty: 4778.515625
	Iteration 47Q: 3 clusters Score -1175004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1175004.625000 Penalty: 4778.515625
	Iteration 48Q: 3 clusters Score -1175005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1175002.375000 Penalty: 4778.515625
	Iteration 49Q: 3 clusters Score -1175002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1175003.750000 Penalty: 4778.515625
	Iteration 50Q: 3 clusters Score -1175004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1175004.375000 Penalty: 4778.515625
	Iteration 51Q: 3 clusters Score -1175004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1175003.500000 Penalty: 4778.515625
	Iteration 52Q: 3 clusters Score -1175004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1175002.375000 Penalty: 4778.515625
	Iteration 53Q: 3 clusters Score -1175002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1175003.250000 Penalty: 4778.515625
	Iteration 54Q: 3 clusters Score -1175003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1175006.000000 Penalty: 4778.515625
	Iteration 55Q: 3 clusters Score -1175006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1175004.875000 Penalty: 4778.515625
	Iteration 56Q: 3 clusters Score -1175005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1175003.750000 Penalty: 4778.515625
	Iteration 57Q: 3 clusters Score -1175004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1175003.750000 Penalty: 4778.515625
	Iteration 58F: 3 clusters Score -1175004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Entering Unmasked Estep 
Score: -1568266.375000 Penalty: 2471.822266
	Iteration 0F: 2 clusters Score -1568266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1553392.750000 Penalty: 4943.644531
	Iteration 0F: 3 clusters Score -1553393 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1558606.625000 Penalty: 4943.644531
	Iteration 1F: 3 clusters Score -1558607 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1559327.250000 Penalty: 4943.644531
	Iteration 2F: 3 clusters Score -1559327 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1560015.000000 Penalty: 4943.644531
	Iteration 3F: 3 clusters Score -1560015 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1560718.125000 Penalty: 4943.644531
	Iteration 4F: 3 clusters Score -1560718 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1561437.625000 Penalty: 4943.644531
	Iteration 5F: 3 clusters Score -1561438 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1562152.875000 Penalty: 4943.644531
	Iteration 6F: 3 clusters Score -1562153 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1562842.875000 Penalty: 4943.644531
	Iteration 7F: 3 clusters Score -1562843 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1563456.125000 Penalty: 4943.644531
	Iteration 8Q: 3 clusters Score -1563456 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1564023.250000 Penalty: 4943.644531
	Iteration 9Q: 3 clusters Score -1564023 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1564602.125000 Penalty: 4943.644531
	Iteration 10Q: 3 clusters Score -1564602 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1565233.500000 Penalty: 4943.644531
	Iteration 11Q: 3 clusters Score -1565234 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1565849.625000 Penalty: 4943.644531
	Iteration 12Q: 3 clusters Score -1565850 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1566376.750000 Penalty: 4943.644531
	Iteration 13Q: 3 clusters Score -1566377 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1566818.875000 Penalty: 4943.644531
	Iteration 14Q: 3 clusters Score -1566819 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1567130.250000 Penalty: 4943.644531
	Iteration 15Q: 3 clusters Score -1567130 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1567353.250000 Penalty: 4943.644531
	Iteration 16Q: 3 clusters Score -1567353 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1567482.500000 Penalty: 4943.644531
	Iteration 17Q: 3 clusters Score -1567482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1567544.750000 Penalty: 4943.644531
	Iteration 18Q: 3 clusters Score -1567545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1567577.125000 Penalty: 4943.644531
	Iteration 19Q: 3 clusters Score -1567577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1567598.625000 Penalty: 4943.644531
	Iteration 20F: 3 clusters Score -1567599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1567622.000000 Penalty: 4943.644531
	Iteration 21Q: 3 clusters Score -1567622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1567631.125000 Penalty: 4943.644531
	Iteration 22Q: 3 clusters Score -1567631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1567636.000000 Penalty: 4943.644531
	Iteration 23Q: 3 clusters Score -1567636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1567637.125000 Penalty: 4943.644531
	Iteration 24Q: 3 clusters Score -1567637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1567634.625000 Penalty: 4943.644531
	Iteration 25Q: 3 clusters Score -1567635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1567639.625000 Penalty: 4943.644531
	Iteration 26Q: 3 clusters Score -1567640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1567639.000000 Penalty: 4943.644531
	Iteration 27Q: 3 clusters Score -1567639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1567642.875000 Penalty: 4943.644531
	Iteration 28Q: 3 clusters Score -1567643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1567644.500000 Penalty: 4943.644531
	Iteration 29Q: 3 clusters Score -1567644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1567647.125000 Penalty: 4943.644531
	Iteration 30Q: 3 clusters Score -1567647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1567646.375000 Penalty: 4943.644531
	Iteration 31Q: 3 clusters Score -1567646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1567647.125000 Penalty: 4943.644531
	Iteration 32Q: 3 clusters Score -1567647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1567647.125000 Penalty: 4943.644531
	Iteration 33F: 3 clusters Score -1567647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Entering Unmasked Estep 
Score: -1248640.250000 Penalty: 2366.739990
	Iteration 0F: 2 clusters Score -1248640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1238802.500000 Penalty: 4733.479980
	Iteration 0F: 3 clusters Score -1238802 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1245145.000000 Penalty: 4733.479980
	Iteration 1F: 3 clusters Score -1245145 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1249080.500000 Penalty: 4733.479980
	Iteration 2F: 3 clusters Score -1249080 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1250938.375000 Penalty: 4733.479980
	Iteration 3F: 3 clusters Score -1250938 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1251562.125000 Penalty: 4733.479980
	Iteration 4F: 3 clusters Score -1251562 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1251788.500000 Penalty: 4733.479980
	Iteration 5Q: 3 clusters Score -1251788 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1251895.250000 Penalty: 4733.479980
	Iteration 6Q: 3 clusters Score -1251895 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1251954.000000 Penalty: 4733.479980
	Iteration 7Q: 3 clusters Score -1251954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1251995.375000 Penalty: 4733.479980
	Iteration 8Q: 3 clusters Score -1251995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1252031.000000 Penalty: 4733.479980
	Iteration 9Q: 3 clusters Score -1252031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1252071.500000 Penalty: 4733.479980
	Iteration 10Q: 3 clusters Score -1252072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1252104.250000 Penalty: 4733.479980
	Iteration 11Q: 3 clusters Score -1252104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1252150.500000 Penalty: 4733.479980
	Iteration 12Q: 3 clusters Score -1252150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1252227.750000 Penalty: 4733.479980
	Iteration 13Q: 3 clusters Score -1252228 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1252341.125000 Penalty: 4733.479980
	Iteration 14Q: 3 clusters Score -1252341 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1252428.625000 Penalty: 4733.479980
	Iteration 15Q: 3 clusters Score -1252429 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1252475.000000 Penalty: 4733.479980
	Iteration 16Q: 3 clusters Score -1252475 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1252494.875000 Penalty: 4733.479980
	Iteration 17Q: 3 clusters Score -1252495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1252508.875000 Penalty: 4733.479980
	Iteration 18Q: 3 clusters Score -1252509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1252514.625000 Penalty: 4733.479980
	Iteration 19Q: 3 clusters Score -1252515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1252517.125000 Penalty: 4733.479980
	Iteration 20F: 3 clusters Score -1252517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1252524.375000 Penalty: 4733.479980
	Iteration 21Q: 3 clusters Score -1252524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1252526.875000 Penalty: 4733.479980
	Iteration 22Q: 3 clusters Score -1252527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1252526.750000 Penalty: 4733.479980
	Iteration 23Q: 3 clusters Score -1252527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1252532.000000 Penalty: 4733.479980
	Iteration 24Q: 3 clusters Score -1252532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1252536.875000 Penalty: 4733.479980
	Iteration 25Q: 3 clusters Score -1252537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1252538.750000 Penalty: 4733.479980
	Iteration 26Q: 3 clusters Score -1252539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1252539.875000 Penalty: 4733.479980
	Iteration 27Q: 3 clusters Score -1252540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1252540.500000 Penalty: 4733.479980
	Iteration 28Q: 3 clusters Score -1252540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1252540.125000 Penalty: 4733.479980
	Iteration 29Q: 3 clusters Score -1252540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1252542.500000 Penalty: 4733.479980
	Iteration 30Q: 3 clusters Score -1252542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1252542.125000 Penalty: 4733.479980
	Iteration 31Q: 3 clusters Score -1252542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1252543.250000 Penalty: 4733.479980
	Iteration 32Q: 3 clusters Score -1252543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1252542.375000 Penalty: 4733.479980
	Iteration 33Q: 3 clusters Score -1252542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1252546.375000 Penalty: 4733.479980
	Iteration 34Q: 3 clusters Score -1252546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1252545.000000 Penalty: 4733.479980
	Iteration 35Q: 3 clusters Score -1252545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1252546.500000 Penalty: 4733.479980
	Iteration 36Q: 3 clusters Score -1252546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1252546.500000 Penalty: 4733.479980
	Iteration 37F: 3 clusters Score -1252546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Entering Unmasked Estep 
Score: -150674944.000000 Penalty: 178457.578125
Splitting cluster 27 changes total score from -150611360.000000 to -150674944.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 28 (34335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Entering Unmasked Estep 
Score: -2706938.250000 Penalty: 2590.092285
	Iteration 0F: 2 clusters Score -2706938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2683644.250000 Penalty: 5180.184570
	Iteration 0F: 3 clusters Score -2683644 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2692063.000000 Penalty: 5180.184570
	Iteration 1F: 3 clusters Score -2692063 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2692753.750000 Penalty: 5180.184570
	Iteration 2F: 3 clusters Score -2692754 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2693530.250000 Penalty: 5180.184570
	Iteration 3F: 3 clusters Score -2693530 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2694391.250000 Penalty: 5180.184570
	Iteration 4F: 3 clusters Score -2694391 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2695463.000000 Penalty: 5180.184570
	Iteration 5F: 3 clusters Score -2695463 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2696894.500000 Penalty: 5180.184570
	Iteration 6F: 3 clusters Score -2696894 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2698526.000000 Penalty: 5180.184570
	Iteration 7F: 3 clusters Score -2698526 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2700251.750000 Penalty: 5180.184570
	Iteration 8F: 3 clusters Score -2700252 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2701707.250000 Penalty: 5180.184570
	Iteration 9F: 3 clusters Score -2701707 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2702796.000000 Penalty: 5180.184570
	Iteration 10Q: 3 clusters Score -2702796 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2703420.750000 Penalty: 5180.184570
	Iteration 11Q: 3 clusters Score -2703421 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2703816.000000 Penalty: 5180.184570
	Iteration 12Q: 3 clusters Score -2703816 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2704117.000000 Penalty: 5180.184570
	Iteration 13Q: 3 clusters Score -2704117 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2704372.500000 Penalty: 5180.184570
	Iteration 14Q: 3 clusters Score -2704372 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2704552.250000 Penalty: 5180.184570
	Iteration 15Q: 3 clusters Score -2704552 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2704697.000000 Penalty: 5180.184570
	Iteration 16Q: 3 clusters Score -2704697 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2704788.250000 Penalty: 5180.184570
	Iteration 17Q: 3 clusters Score -2704788 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2704846.000000 Penalty: 5180.184570
	Iteration 18Q: 3 clusters Score -2704846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2704893.000000 Penalty: 5180.184570
	Iteration 19Q: 3 clusters Score -2704893 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2704935.750000 Penalty: 5180.184570
	Iteration 20F: 3 clusters Score -2704936 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2704967.250000 Penalty: 5180.184570
	Iteration 21Q: 3 clusters Score -2704967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2704983.250000 Penalty: 5180.184570
	Iteration 22Q: 3 clusters Score -2704983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2705013.250000 Penalty: 5180.184570
	Iteration 23Q: 3 clusters Score -2705013 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2705044.250000 Penalty: 5180.184570
	Iteration 24Q: 3 clusters Score -2705044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2705051.750000 Penalty: 5180.184570
	Iteration 25Q: 3 clusters Score -2705052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2705058.750000 Penalty: 5180.184570
	Iteration 26Q: 3 clusters Score -2705059 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2705073.500000 Penalty: 5180.184570
	Iteration 27Q: 3 clusters Score -2705074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2705093.250000 Penalty: 5180.184570
	Iteration 28Q: 3 clusters Score -2705093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2705100.000000 Penalty: 5180.184570
	Iteration 29Q: 3 clusters Score -2705100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2705114.500000 Penalty: 5180.184570
	Iteration 30Q: 3 clusters Score -2705114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2705132.500000 Penalty: 5180.184570
	Iteration 31Q: 3 clusters Score -2705132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2705144.500000 Penalty: 5180.184570
	Iteration 32Q: 3 clusters Score -2705144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2705152.000000 Penalty: 5180.184570
	Iteration 33Q: 3 clusters Score -2705152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2705166.250000 Penalty: 5180.184570
	Iteration 34Q: 3 clusters Score -2705166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2705173.750000 Penalty: 5180.184570
	Iteration 35Q: 3 clusters Score -2705174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2705192.500000 Penalty: 5180.184570
	Iteration 36Q: 3 clusters Score -2705192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2705204.000000 Penalty: 5180.184570
	Iteration 37Q: 3 clusters Score -2705204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2705215.250000 Penalty: 5180.184570
	Iteration 38Q: 3 clusters Score -2705215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2705226.500000 Penalty: 5180.184570
	Iteration 39Q: 3 clusters Score -2705226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2705232.000000 Penalty: 5180.184570
	Iteration 40F: 3 clusters Score -2705232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2705242.750000 Penalty: 5180.184570
	Iteration 41Q: 3 clusters Score -2705243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2705264.250000 Penalty: 5180.184570
	Iteration 42Q: 3 clusters Score -2705264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2705290.500000 Penalty: 5180.184570
	Iteration 43Q: 3 clusters Score -2705290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2705303.250000 Penalty: 5180.184570
	Iteration 44Q: 3 clusters Score -2705303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2705327.250000 Penalty: 5180.184570
	Iteration 45Q: 3 clusters Score -2705327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2705347.250000 Penalty: 5180.184570
	Iteration 46Q: 3 clusters Score -2705347 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2705363.750000 Penalty: 5180.184570
	Iteration 47Q: 3 clusters Score -2705364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2705378.000000 Penalty: 5180.184570
	Iteration 48Q: 3 clusters Score -2705378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2705385.250000 Penalty: 5180.184570
	Iteration 49Q: 3 clusters Score -2705385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2705394.750000 Penalty: 5180.184570
	Iteration 50Q: 3 clusters Score -2705395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2705420.250000 Penalty: 5180.184570
	Iteration 51Q: 3 clusters Score -2705420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2705444.250000 Penalty: 5180.184570
	Iteration 52Q: 3 clusters Score -2705444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2705447.000000 Penalty: 5180.184570
	Iteration 53Q: 3 clusters Score -2705447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2705453.000000 Penalty: 5180.184570
	Iteration 54Q: 3 clusters Score -2705453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2705475.250000 Penalty: 5180.184570
	Iteration 55Q: 3 clusters Score -2705475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2705486.500000 Penalty: 5180.184570
	Iteration 56Q: 3 clusters Score -2705486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2705501.250000 Penalty: 5180.184570
	Iteration 57Q: 3 clusters Score -2705501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2705507.250000 Penalty: 5180.184570
	Iteration 58Q: 3 clusters Score -2705507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2705525.750000 Penalty: 5180.184570
	Iteration 59Q: 3 clusters Score -2705526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2705530.500000 Penalty: 5180.184570
	Iteration 60F: 3 clusters Score -2705530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2705537.250000 Penalty: 5180.184570
	Iteration 61Q: 3 clusters Score -2705537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2705542.000000 Penalty: 5180.184570
	Iteration 62Q: 3 clusters Score -2705542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2705548.000000 Penalty: 5180.184570
	Iteration 63Q: 3 clusters Score -2705548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2705546.750000 Penalty: 5180.184570
	Iteration 64Q: 3 clusters Score -2705547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2705555.500000 Penalty: 5180.184570
	Iteration 65Q: 3 clusters Score -2705556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2705558.000000 Penalty: 5180.184570
	Iteration 66Q: 3 clusters Score -2705558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2705556.250000 Penalty: 5180.184570
	Iteration 67Q: 3 clusters Score -2705556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2705558.000000 Penalty: 5180.184570
	Iteration 68Q: 3 clusters Score -2705558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2705564.750000 Penalty: 5180.184570
	Iteration 69Q: 3 clusters Score -2705565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2705566.500000 Penalty: 5180.184570
	Iteration 70Q: 3 clusters Score -2705566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2705568.000000 Penalty: 5180.184570
	Iteration 71Q: 3 clusters Score -2705568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2705559.500000 Penalty: 5180.184570
	Iteration 72Q: 3 clusters Score -2705560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2705558.500000 Penalty: 5180.184570
	Iteration 73Q: 3 clusters Score -2705558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2705560.500000 Penalty: 5180.184570
	Iteration 74Q: 3 clusters Score -2705560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2705560.500000 Penalty: 5180.184570
	Iteration 75Q: 3 clusters Score -2705560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2705558.000000 Penalty: 5180.184570
	Iteration 76Q: 3 clusters Score -2705558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2705560.750000 Penalty: 5180.184570
	Iteration 77Q: 3 clusters Score -2705561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2705563.000000 Penalty: 5180.184570
	Iteration 78Q: 3 clusters Score -2705563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2705566.000000 Penalty: 5180.184570
	Iteration 79Q: 3 clusters Score -2705566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2705569.500000 Penalty: 5180.184570
	Iteration 80F: 3 clusters Score -2705570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2705568.250000 Penalty: 5180.184570
	Iteration 81Q: 3 clusters Score -2705568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2705573.750000 Penalty: 5180.184570
	Iteration 82Q: 3 clusters Score -2705574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2705568.750000 Penalty: 5180.184570
	Iteration 83Q: 3 clusters Score -2705569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2705564.000000 Penalty: 5180.184570
	Iteration 84Q: 3 clusters Score -2705564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2705570.750000 Penalty: 5180.184570
	Iteration 85Q: 3 clusters Score -2705571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2705572.500000 Penalty: 5180.184570
	Iteration 86Q: 3 clusters Score -2705572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2705572.500000 Penalty: 5180.184570
	Iteration 87F: 3 clusters Score -2705572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (56498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Entering Unmasked Estep 
Score: -4587078.500000 Penalty: 2713.606201
	Iteration 0F: 2 clusters Score -4587078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4549083.500000 Penalty: 5427.212402
	Iteration 0F: 3 clusters Score -4549084 nChanged 26201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4563906.500000 Penalty: 5427.212402
	Iteration 1F: 3 clusters Score -4563906 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4564935.000000 Penalty: 5427.212402
	Iteration 2Q: 3 clusters Score -4564935 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4566326.000000 Penalty: 5427.212402
	Iteration 3F: 3 clusters Score -4566326 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4568138.000000 Penalty: 5427.212402
	Iteration 4F: 3 clusters Score -4568138 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -4570592.500000 Penalty: 5427.212402
	Iteration 5F: 3 clusters Score -4570592 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -4573617.500000 Penalty: 5427.212402
	Iteration 6F: 3 clusters Score -4573618 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -4576930.500000 Penalty: 5427.212402
	Iteration 7F: 3 clusters Score -4576930 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -4579760.500000 Penalty: 5427.212402
	Iteration 8F: 3 clusters Score -4579760 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -4581872.000000 Penalty: 5427.212402
	Iteration 9Q: 3 clusters Score -4581872 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -4583153.000000 Penalty: 5427.212402
	Iteration 10Q: 3 clusters Score -4583153 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -4583906.500000 Penalty: 5427.212402
	Iteration 11Q: 3 clusters Score -4583906 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -4584318.500000 Penalty: 5427.212402
	Iteration 12Q: 3 clusters Score -4584318 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -4584578.000000 Penalty: 5427.212402
	Iteration 13Q: 3 clusters Score -4584578 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -4584707.500000 Penalty: 5427.212402
	Iteration 14Q: 3 clusters Score -4584708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -4584821.000000 Penalty: 5427.212402
	Iteration 15Q: 3 clusters Score -4584821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -4584878.500000 Penalty: 5427.212402
	Iteration 16Q: 3 clusters Score -4584878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -4584932.000000 Penalty: 5427.212402
	Iteration 17Q: 3 clusters Score -4584932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -4584986.000000 Penalty: 5427.212402
	Iteration 18Q: 3 clusters Score -4584986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -4585023.000000 Penalty: 5427.212402
	Iteration 19Q: 3 clusters Score -4585023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -4585054.000000 Penalty: 5427.212402
	Iteration 20F: 3 clusters Score -4585054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -4585064.000000 Penalty: 5427.212402
	Iteration 21Q: 3 clusters Score -4585064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -4585078.000000 Penalty: 5427.212402
	Iteration 22Q: 3 clusters Score -4585078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -4585094.000000 Penalty: 5427.212402
	Iteration 23Q: 3 clusters Score -4585094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -4585112.000000 Penalty: 5427.212402
	Iteration 24Q: 3 clusters Score -4585112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -4585139.500000 Penalty: 5427.212402
	Iteration 25Q: 3 clusters Score -4585140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -4585165.000000 Penalty: 5427.212402
	Iteration 26Q: 3 clusters Score -4585165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -4585176.000000 Penalty: 5427.212402
	Iteration 27Q: 3 clusters Score -4585176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -4585186.000000 Penalty: 5427.212402
	Iteration 28Q: 3 clusters Score -4585186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -4585199.500000 Penalty: 5427.212402
	Iteration 29Q: 3 clusters Score -4585200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -4585220.000000 Penalty: 5427.212402
	Iteration 30Q: 3 clusters Score -4585220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -4585226.500000 Penalty: 5427.212402
	Iteration 31Q: 3 clusters Score -4585226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -4585242.000000 Penalty: 5427.212402
	Iteration 32Q: 3 clusters Score -4585242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -4585244.000000 Penalty: 5427.212402
	Iteration 33Q: 3 clusters Score -4585244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -4585242.500000 Penalty: 5427.212402
	Iteration 34Q: 3 clusters Score -4585242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -4585246.500000 Penalty: 5427.212402
	Iteration 35Q: 3 clusters Score -4585246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -4585253.000000 Penalty: 5427.212402
	Iteration 36Q: 3 clusters Score -4585253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -4585246.500000 Penalty: 5427.212402
	Iteration 37Q: 3 clusters Score -4585246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -4585253.000000 Penalty: 5427.212402
	Iteration 38Q: 3 clusters Score -4585253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -4585252.500000 Penalty: 5427.212402
	Iteration 39Q: 3 clusters Score -4585252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -4585252.500000 Penalty: 5427.212402
	Iteration 40F: 3 clusters Score -4585252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -575713.375000 Penalty: 2239.533447
	Iteration 0F: 2 clusters Score -575713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -569168.500000 Penalty: 4479.066895
	Iteration 0F: 3 clusters Score -569168.5 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -571770.625000 Penalty: 4479.066895
	Iteration 1F: 3 clusters Score -571770.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -573368.500000 Penalty: 4479.066895
	Iteration 2F: 3 clusters Score -573368.5 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -575205.250000 Penalty: 4479.066895
	Iteration 3F: 3 clusters Score -575205.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -576785.000000 Penalty: 4479.066895
	Iteration 4F: 3 clusters Score -576785 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -578076.000000 Penalty: 4479.066895
	Iteration 5F: 3 clusters Score -578076 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -579012.625000 Penalty: 4479.066895
	Iteration 6F: 3 clusters Score -579012.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -579604.437500 Penalty: 4479.066895
	Iteration 7Q: 3 clusters Score -579604.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -579819.000000 Penalty: 4479.066895
	Iteration 8Q: 3 clusters Score -579819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -579919.062500 Penalty: 4479.066895
	Iteration 9Q: 3 clusters Score -579919.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -579985.812500 Penalty: 4479.066895
	Iteration 10Q: 3 clusters Score -579985.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -580032.187500 Penalty: 4479.066895
	Iteration 11Q: 3 clusters Score -580032.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -580067.000000 Penalty: 4479.066895
	Iteration 12Q: 3 clusters Score -580067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -580091.500000 Penalty: 4479.066895
	Iteration 13Q: 3 clusters Score -580091.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -580108.187500 Penalty: 4479.066895
	Iteration 14Q: 3 clusters Score -580108.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -580116.875000 Penalty: 4479.066895
	Iteration 15Q: 3 clusters Score -580116.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -580121.750000 Penalty: 4479.066895
	Iteration 16Q: 3 clusters Score -580121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -580123.750000 Penalty: 4479.066895
	Iteration 17Q: 3 clusters Score -580123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -580124.250000 Penalty: 4479.066895
	Iteration 18Q: 3 clusters Score -580124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -580124.062500 Penalty: 4479.066895
	Iteration 19Q: 3 clusters Score -580124.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -580124.500000 Penalty: 4479.066895
	Iteration 20F: 3 clusters Score -580124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -580125.750000 Penalty: 4479.066895
	Iteration 21Q: 3 clusters Score -580125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -580126.312500 Penalty: 4479.066895
	Iteration 22Q: 3 clusters Score -580126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -580126.125000 Penalty: 4479.066895
	Iteration 23Q: 3 clusters Score -580126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -580127.187500 Penalty: 4479.066895
	Iteration 24Q: 3 clusters Score -580127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -580127.687500 Penalty: 4479.066895
	Iteration 25Q: 3 clusters Score -580127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -580128.000000 Penalty: 4479.066895
	Iteration 26Q: 3 clusters Score -580128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -580128.000000 Penalty: 4479.066895
	Iteration 27F: 3 clusters Score -580128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 38188 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Entering Unmasked Estep 
Score: -150677824.000000 Penalty: 182026.734375
Splitting cluster 30 changes total score from -150611360.000000 to -150677824.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 31 (38188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Entering Unmasked Estep 
Score: -3010363.750000 Penalty: 2616.468750
	Iteration 0F: 2 clusters Score -3010364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2984531.750000 Penalty: 5232.937500
	Iteration 0F: 3 clusters Score -2984532 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2994533.000000 Penalty: 5232.937500
	Iteration 1F: 3 clusters Score -2994533 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2996496.250000 Penalty: 5232.937500
	Iteration 2F: 3 clusters Score -2996496 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2999827.000000 Penalty: 5232.937500
	Iteration 3F: 3 clusters Score -2999827 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3003429.000000 Penalty: 5232.937500
	Iteration 4F: 3 clusters Score -3003429 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3006385.250000 Penalty: 5232.937500
	Iteration 5F: 3 clusters Score -3006385 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3008414.000000 Penalty: 5232.937500
	Iteration 6F: 3 clusters Score -3008414 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3009685.000000 Penalty: 5232.937500
	Iteration 7F: 3 clusters Score -3009685 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3010640.000000 Penalty: 5232.937500
	Iteration 8Q: 3 clusters Score -3010640 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3011408.500000 Penalty: 5232.937500
	Iteration 9Q: 3 clusters Score -3011408 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3012142.500000 Penalty: 5232.937500
	Iteration 10Q: 3 clusters Score -3012142 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3012777.750000 Penalty: 5232.937500
	Iteration 11Q: 3 clusters Score -3012778 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3013261.000000 Penalty: 5232.937500
	Iteration 12Q: 3 clusters Score -3013261 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3013600.750000 Penalty: 5232.937500
	Iteration 13Q: 3 clusters Score -3013601 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3013793.250000 Penalty: 5232.937500
	Iteration 14Q: 3 clusters Score -3013793 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3013929.750000 Penalty: 5232.937500
	Iteration 15Q: 3 clusters Score -3013930 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3014005.250000 Penalty: 5232.937500
	Iteration 16Q: 3 clusters Score -3014005 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3014042.750000 Penalty: 5232.937500
	Iteration 17Q: 3 clusters Score -3014043 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3014079.750000 Penalty: 5232.937500
	Iteration 18Q: 3 clusters Score -3014080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3014105.500000 Penalty: 5232.937500
	Iteration 19Q: 3 clusters Score -3014106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3014119.000000 Penalty: 5232.937500
	Iteration 20F: 3 clusters Score -3014119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3014137.250000 Penalty: 5232.937500
	Iteration 21Q: 3 clusters Score -3014137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3014144.500000 Penalty: 5232.937500
	Iteration 22Q: 3 clusters Score -3014144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3014152.750000 Penalty: 5232.937500
	Iteration 23Q: 3 clusters Score -3014153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3014153.750000 Penalty: 5232.937500
	Iteration 24Q: 3 clusters Score -3014154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3014151.000000 Penalty: 5232.937500
	Iteration 25Q: 3 clusters Score -3014151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3014153.250000 Penalty: 5232.937500
	Iteration 26Q: 3 clusters Score -3014153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3014155.750000 Penalty: 5232.937500
	Iteration 27Q: 3 clusters Score -3014156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3014148.750000 Penalty: 5232.937500
	Iteration 28Q: 3 clusters Score -3014149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3014155.250000 Penalty: 5232.937500
	Iteration 29Q: 3 clusters Score -3014155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3014163.500000 Penalty: 5232.937500
	Iteration 30Q: 3 clusters Score -3014164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3014159.250000 Penalty: 5232.937500
	Iteration 31Q: 3 clusters Score -3014159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3014158.500000 Penalty: 5232.937500
	Iteration 32Q: 3 clusters Score -3014158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3014157.000000 Penalty: 5232.937500
	Iteration 33Q: 3 clusters Score -3014157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3014158.500000 Penalty: 5232.937500
	Iteration 34Q: 3 clusters Score -3014158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3014160.000000 Penalty: 5232.937500
	Iteration 35Q: 3 clusters Score -3014160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3014158.750000 Penalty: 5232.937500
	Iteration 36Q: 3 clusters Score -3014159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3014158.250000 Penalty: 5232.937500
	Iteration 37Q: 3 clusters Score -3014158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3014157.750000 Penalty: 5232.937500
	Iteration 38Q: 3 clusters Score -3014158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3014158.750000 Penalty: 5232.937500
	Iteration 39Q: 3 clusters Score -3014159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3014164.250000 Penalty: 5232.937500
	Iteration 40F: 3 clusters Score -3014164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3014164.000000 Penalty: 5232.937500
	Iteration 41Q: 3 clusters Score -3014164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3014164.250000 Penalty: 5232.937500
	Iteration 42Q: 3 clusters Score -3014164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3014162.250000 Penalty: 5232.937500
	Iteration 43Q: 3 clusters Score -3014162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3014159.000000 Penalty: 5232.937500
	Iteration 44Q: 3 clusters Score -3014159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3014159.750000 Penalty: 5232.937500
	Iteration 45Q: 3 clusters Score -3014160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3014162.750000 Penalty: 5232.937500
	Iteration 46Q: 3 clusters Score -3014163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3014162.750000 Penalty: 5232.937500
	Iteration 47F: 3 clusters Score -3014163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 123461 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 20627 members 
Entering Unmasked Estep 
Score: -150680656.000000 Penalty: 185595.890625
Splitting cluster 31 changes total score from -150611360.000000 to -150680656.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (123461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Entering Unmasked Estep 
Score: -9816931.000000 Penalty: 2907.472656
	Iteration 0F: 2 clusters Score -9816931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -9734455.000000 Penalty: 5814.945312
	Iteration 0F: 3 clusters Score -9734455 nChanged 58906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -9768798.000000 Penalty: 5814.945312
	Iteration 1F: 3 clusters Score -9768798 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -9771695.000000 Penalty: 5814.945312
	Iteration 2Q: 3 clusters Score -9771695 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -9777854.000000 Penalty: 5814.945312
	Iteration 3F: 3 clusters Score -9777854 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -9787959.000000 Penalty: 5814.945312
	Iteration 4F: 3 clusters Score -9787959 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -9798999.000000 Penalty: 5814.945312
	Iteration 5F: 3 clusters Score -9798999 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9806083.000000 Penalty: 5814.945312
	Iteration 6F: 3 clusters Score -9806083 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -9809592.000000 Penalty: 5814.945312
	Iteration 7Q: 3 clusters Score -9809592 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -9811753.000000 Penalty: 5814.945312
	Iteration 8Q: 3 clusters Score -9811753 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -9813618.000000 Penalty: 5814.945312
	Iteration 9Q: 3 clusters Score -9813618 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -9815770.000000 Penalty: 5814.945312
	Iteration 10Q: 3 clusters Score -9815770 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -9818149.000000 Penalty: 5814.945312
	Iteration 11Q: 3 clusters Score -9818149 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -9819997.000000 Penalty: 5814.945312
	Iteration 12Q: 3 clusters Score -9819997 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105963 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -9820970.000000 Penalty: 5814.945312
	Iteration 13Q: 3 clusters Score -9820970 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -9821467.000000 Penalty: 5814.945312
	Iteration 14Q: 3 clusters Score -9821467 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -9821646.000000 Penalty: 5814.945312
	Iteration 15Q: 3 clusters Score -9821646 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -9821741.000000 Penalty: 5814.945312
	Iteration 16Q: 3 clusters Score -9821741 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104852 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -9821811.000000 Penalty: 5814.945312
	Iteration 17Q: 3 clusters Score -9821811 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -9821839.000000 Penalty: 5814.945312
	Iteration 18Q: 3 clusters Score -9821839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -9821848.000000 Penalty: 5814.945312
	Iteration 19Q: 3 clusters Score -9821848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -9821858.000000 Penalty: 5814.945312
	Iteration 20F: 3 clusters Score -9821858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -9821857.000000 Penalty: 5814.945312
	Iteration 21Q: 3 clusters Score -9821857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104404 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -9821865.000000 Penalty: 5814.945312
	Iteration 22Q: 3 clusters Score -9821865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -9821864.000000 Penalty: 5814.945312
	Iteration 23Q: 3 clusters Score -9821864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -9821876.000000 Penalty: 5814.945312
	Iteration 24Q: 3 clusters Score -9821876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -9821884.000000 Penalty: 5814.945312
	Iteration 25Q: 3 clusters Score -9821884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -9821880.000000 Penalty: 5814.945312
	Iteration 26Q: 3 clusters Score -9821880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -9821881.000000 Penalty: 5814.945312
	Iteration 27Q: 3 clusters Score -9821881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -9821880.000000 Penalty: 5814.945312
	Iteration 28Q: 3 clusters Score -9821880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104291 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -9821885.000000 Penalty: 5814.945312
	Iteration 29Q: 3 clusters Score -9821885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104288 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -9821884.000000 Penalty: 5814.945312
	Iteration 30Q: 3 clusters Score -9821884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -9821882.000000 Penalty: 5814.945312
	Iteration 31Q: 3 clusters Score -9821882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -9821884.000000 Penalty: 5814.945312
	Iteration 32Q: 3 clusters Score -9821884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -9821879.000000 Penalty: 5814.945312
	Iteration 33Q: 3 clusters Score -9821879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -9821884.000000 Penalty: 5814.945312
	Iteration 34Q: 3 clusters Score -9821884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -9821881.000000 Penalty: 5814.945312
	Iteration 35Q: 3 clusters Score -9821881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -9821895.000000 Penalty: 5814.945312
	Iteration 36Q: 3 clusters Score -9821895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -9821889.000000 Penalty: 5814.945312
	Iteration 37Q: 3 clusters Score -9821889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -9821889.000000 Penalty: 5814.945312
	Iteration 38F: 3 clusters Score -9821889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 104267 members 
Mstep: Class 33 contains 3244 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 20627 members 
Mstep: Class 53 contains 19194 members 
Entering Unmasked Estep 
Score: -150684544.000000 Penalty: 189165.046875
Splitting cluster 32 changes total score from -150611360.000000 to -150684544.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 33 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -282895.093750 Penalty: 2004.971436
	Iteration 0F: 2 clusters Score -282895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -279594.437500 Penalty: 4009.942871
	Iteration 0F: 3 clusters Score -279594.4 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -280587.906250 Penalty: 4009.942871
	Iteration 1F: 3 clusters Score -280587.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -281094.312500 Penalty: 4009.942871
	Iteration 2F: 3 clusters Score -281094.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -281682.312500 Penalty: 4009.942871
	Iteration 3F: 3 clusters Score -281682.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -282351.406250 Penalty: 4009.942871
	Iteration 4F: 3 clusters Score -282351.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -283067.125000 Penalty: 4009.942871
	Iteration 5F: 3 clusters Score -283067.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -283718.812500 Penalty: 4009.942871
	Iteration 6F: 3 clusters Score -283718.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -284157.531250 Penalty: 4009.942871
	Iteration 7F: 3 clusters Score -284157.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -284362.031250 Penalty: 4009.942871
	Iteration 8Q: 3 clusters Score -284362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -284493.937500 Penalty: 4009.942871
	Iteration 9Q: 3 clusters Score -284493.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -284641.625000 Penalty: 4009.942871
	Iteration 10Q: 3 clusters Score -284641.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -284758.437500 Penalty: 4009.942871
	Iteration 11Q: 3 clusters Score -284758.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -284841.562500 Penalty: 4009.942871
	Iteration 12Q: 3 clusters Score -284841.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -284889.968750 Penalty: 4009.942871
	Iteration 13Q: 3 clusters Score -284890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -284925.406250 Penalty: 4009.942871
	Iteration 14Q: 3 clusters Score -284925.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -284970.968750 Penalty: 4009.942871
	Iteration 15Q: 3 clusters Score -284971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -285022.718750 Penalty: 4009.942871
	Iteration 16Q: 3 clusters Score -285022.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -285098.406250 Penalty: 4009.942871
	Iteration 17Q: 3 clusters Score -285098.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -285158.156250 Penalty: 4009.942871
	Iteration 18Q: 3 clusters Score -285158.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -285214.218750 Penalty: 4009.942871
	Iteration 19Q: 3 clusters Score -285214.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -285350.687500 Penalty: 4009.942871
	Iteration 20F: 3 clusters Score -285350.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -285532.875000 Penalty: 4009.942871
	Iteration 21Q: 3 clusters Score -285532.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -285710.843750 Penalty: 4009.942871
	Iteration 22Q: 3 clusters Score -285710.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -285909.343750 Penalty: 4009.942871
	Iteration 23Q: 3 clusters Score -285909.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -286207.812500 Penalty: 4009.942871
	Iteration 24Q: 3 clusters Score -286207.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -286477.500000 Penalty: 4009.942871
	Iteration 25Q: 3 clusters Score -286477.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -286723.718750 Penalty: 4009.942871
	Iteration 26Q: 3 clusters Score -286723.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286932.218750 Penalty: 4009.942871
	Iteration 27Q: 3 clusters Score -286932.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -287122.718750 Penalty: 4009.942871
	Iteration 28Q: 3 clusters Score -287122.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -287251.625000 Penalty: 4009.942871
	Iteration 29Q: 3 clusters Score -287251.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287294.375000 Penalty: 4009.942871
	Iteration 30Q: 3 clusters Score -287294.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -287314.625000 Penalty: 4009.942871
	Iteration 31Q: 3 clusters Score -287314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287326.875000 Penalty: 4009.942871
	Iteration 32Q: 3 clusters Score -287326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -287329.500000 Penalty: 4009.942871
	Iteration 33Q: 3 clusters Score -287329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287330.843750 Penalty: 4009.942871
	Iteration 34Q: 3 clusters Score -287330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287399.687500 Penalty: 4009.942871
	Iteration 35F: 3 clusters Score -287399.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -287444.062500 Penalty: 4009.942871
	Iteration 36Q: 3 clusters Score -287444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287458.906250 Penalty: 4009.942871
	Iteration 37Q: 3 clusters Score -287458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -287464.781250 Penalty: 4009.942871
	Iteration 38Q: 3 clusters Score -287464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -287466.000000 Penalty: 4009.942871
	Iteration 39Q: 3 clusters Score -287466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -287466.000000 Penalty: 4009.942871
	Iteration 40F: 3 clusters Score -287466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 104267 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 30336 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 20627 members 
Mstep: Class 53 contains 19194 members 
Mstep: Class 54 contains 1258 members 
Entering Unmasked Estep 
Score: -150687712.000000 Penalty: 192734.187500
Splitting cluster 33 changes total score from -150611360.000000 to -150687712.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 34 (30336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Entering Unmasked Estep 
Score: -2881534.500000 Penalty: 2559.382324
	Iteration 0F: 2 clusters Score -2881534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2860823.750000 Penalty: 5118.764648
	Iteration 0F: 3 clusters Score -2860824 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2868995.250000 Penalty: 5118.764648
	Iteration 1F: 3 clusters Score -2868995 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2871704.250000 Penalty: 5118.764648
	Iteration 2F: 3 clusters Score -2871704 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2879503.500000 Penalty: 5118.764648
	Iteration 3F: 3 clusters Score -2879504 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2887670.250000 Penalty: 5118.764648
	Iteration 4F: 3 clusters Score -2887670 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2891281.500000 Penalty: 5118.764648
	Iteration 5F: 3 clusters Score -2891282 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2893631.500000 Penalty: 5118.764648
	Iteration 6F: 3 clusters Score -2893632 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2895815.750000 Penalty: 5118.764648
	Iteration 7Q: 3 clusters Score -2895816 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2897831.250000 Penalty: 5118.764648
	Iteration 8Q: 3 clusters Score -2897831 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2899480.750000 Penalty: 5118.764648
	Iteration 9Q: 3 clusters Score -2899481 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2900624.250000 Penalty: 5118.764648
	Iteration 10Q: 3 clusters Score -2900624 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2901205.500000 Penalty: 5118.764648
	Iteration 11Q: 3 clusters Score -2901206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2901371.500000 Penalty: 5118.764648
	Iteration 12Q: 3 clusters Score -2901372 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2901430.250000 Penalty: 5118.764648
	Iteration 13Q: 3 clusters Score -2901430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2901470.750000 Penalty: 5118.764648
	Iteration 14Q: 3 clusters Score -2901471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2901489.750000 Penalty: 5118.764648
	Iteration 15Q: 3 clusters Score -2901490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2901498.000000 Penalty: 5118.764648
	Iteration 16Q: 3 clusters Score -2901498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2901504.750000 Penalty: 5118.764648
	Iteration 17Q: 3 clusters Score -2901505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2901501.000000 Penalty: 5118.764648
	Iteration 18Q: 3 clusters Score -2901501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2901502.000000 Penalty: 5118.764648
	Iteration 19Q: 3 clusters Score -2901502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2901507.250000 Penalty: 5118.764648
	Iteration 20F: 3 clusters Score -2901507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2901503.000000 Penalty: 5118.764648
	Iteration 21Q: 3 clusters Score -2901503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2901507.250000 Penalty: 5118.764648
	Iteration 22Q: 3 clusters Score -2901507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2901506.500000 Penalty: 5118.764648
	Iteration 23Q: 3 clusters Score -2901506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2901506.500000 Penalty: 5118.764648
	Iteration 24F: 3 clusters Score -2901506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 104267 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 19323 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 142998 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 20627 members 
Mstep: Class 53 contains 19194 members 
Mstep: Class 54 contains 1258 members 
Mstep: Class 55 contains 11013 members 
Entering Unmasked Estep 
Score: -150707776.000000 Penalty: 196303.343750
Splitting cluster 34 changes total score from -150611360.000000 to -150707776.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 35 (5379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Entering Unmasked Estep 
Score: -457399.812500 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -457399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -452652.750000 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -452652.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -453756.906250 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -453756.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -453954.093750 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -453954.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -454076.375000 Penalty: 4260.767578
	Iteration 3Q: 3 clusters Score -454076.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -454168.593750 Penalty: 4260.767578
	Iteration 4Q: 3 clusters Score -454168.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -454225.468750 Penalty: 4260.767578
	Iteration 5Q: 3 clusters Score -454225.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -454269.625000 Penalty: 4260.767578
	Iteration 6Q: 3 clusters Score -454269.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -454314.625000 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -454314.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -454349.218750 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -454349.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -454371.656250 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -454371.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -454396.250000 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -454396.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -454415.343750 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -454415.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -454434.875000 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -454434.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -454453.531250 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -454453.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -454474.250000 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -454474.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -454493.406250 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -454493.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -454508.750000 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -454508.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -454523.281250 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -454523.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -454539.406250 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -454539.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -454558.718750 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -454558.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -454580.156250 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -454580.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -454602.593750 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -454602.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -454626.750000 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -454626.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -454652.343750 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -454652.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -454681.500000 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -454681.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -454709.187500 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -454709.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -454738.343750 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -454738.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -454778.437500 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -454778.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -454814.187500 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -454814.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -454852.125000 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -454852.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -454899.906250 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -454899.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -454945.625000 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -454945.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -454984.468750 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -454984.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -455024.593750 Penalty: 4260.767578
	Iteration 33Q: 3 clusters Score -455024.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -455065.468750 Penalty: 4260.767578
	Iteration 34Q: 3 clusters Score -455065.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -455100.906250 Penalty: 4260.767578
	Iteration 35Q: 3 clusters Score -455100.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -455140.656250 Penalty: 4260.767578
	Iteration 36Q: 3 clusters Score -455140.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -455173.656250 Penalty: 4260.767578
	Iteration 37Q: 3 clusters Score -455173.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -455206.437500 Penalty: 4260.767578
	Iteration 38Q: 3 clusters Score -455206.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -455239.500000 Penalty: 4260.767578
	Iteration 39Q: 3 clusters Score -455239.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -455287.625000 Penalty: 4260.767578
	Iteration 40F: 3 clusters Score -455287.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -455322.968750 Penalty: 4260.767578
	Iteration 41Q: 3 clusters Score -455323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -455349.812500 Penalty: 4260.767578
	Iteration 42Q: 3 clusters Score -455349.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -455374.906250 Penalty: 4260.767578
	Iteration 43Q: 3 clusters Score -455374.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -455401.281250 Penalty: 4260.767578
	Iteration 44Q: 3 clusters Score -455401.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -455425.593750 Penalty: 4260.767578
	Iteration 45Q: 3 clusters Score -455425.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -455449.375000 Penalty: 4260.767578
	Iteration 46Q: 3 clusters Score -455449.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -455466.125000 Penalty: 4260.767578
	Iteration 47Q: 3 clusters Score -455466.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -455475.187500 Penalty: 4260.767578
	Iteration 48Q: 3 clusters Score -455475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -455478.687500 Penalty: 4260.767578
	Iteration 49Q: 3 clusters Score -455478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -455481.843750 Penalty: 4260.767578
	Iteration 50Q: 3 clusters Score -455481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -455485.218750 Penalty: 4260.767578
	Iteration 51Q: 3 clusters Score -455485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -455486.812500 Penalty: 4260.767578
	Iteration 52Q: 3 clusters Score -455486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -455489.000000 Penalty: 4260.767578
	Iteration 53Q: 3 clusters Score -455489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -455492.750000 Penalty: 4260.767578
	Iteration 54Q: 3 clusters Score -455492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -455492.250000 Penalty: 4260.767578
	Iteration 55Q: 3 clusters Score -455492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -455493.437500 Penalty: 4260.767578
	Iteration 56Q: 3 clusters Score -455493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -455496.406250 Penalty: 4260.767578
	Iteration 57Q: 3 clusters Score -455496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -455497.937500 Penalty: 4260.767578
	Iteration 58Q: 3 clusters Score -455497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -455498.437500 Penalty: 4260.767578
	Iteration 59Q: 3 clusters Score -455498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -455498.343750 Penalty: 4260.767578
	Iteration 60F: 3 clusters Score -455498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (142998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Entering Unmasked Estep 
Score: -15070600.000000 Penalty: 2943.905518
	Iteration 0F: 2 clusters Score -1.50706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -14987296.000000 Penalty: 5887.811035
	Iteration 0F: 3 clusters Score -1.49873e+07 nChanged 68474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -15026622.000000 Penalty: 5887.811035
	Iteration 1F: 3 clusters Score -1.502662e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -15028082.000000 Penalty: 5887.811035
	Iteration 2Q: 3 clusters Score -1.502808e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -15030101.000000 Penalty: 5887.811035
	Iteration 3Q: 3 clusters Score -1.50301e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -15033791.000000 Penalty: 5887.811035
	Iteration 4F: 3 clusters Score -1.503379e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -15039323.000000 Penalty: 5887.811035
	Iteration 5F: 3 clusters Score -1.503932e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -15045698.000000 Penalty: 5887.811035
	Iteration 6F: 3 clusters Score -1.50457e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -15051500.000000 Penalty: 5887.811035
	Iteration 7F: 3 clusters Score -1.50515e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -15055723.000000 Penalty: 5887.811035
	Iteration 8F: 3 clusters Score -1.505572e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -15058478.000000 Penalty: 5887.811035
	Iteration 9Q: 3 clusters Score -1.505848e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -15059918.000000 Penalty: 5887.811035
	Iteration 10Q: 3 clusters Score -1.505992e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -15060494.000000 Penalty: 5887.811035
	Iteration 11Q: 3 clusters Score -1.506049e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -15060731.000000 Penalty: 5887.811035
	Iteration 12Q: 3 clusters Score -1.506073e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -15060941.000000 Penalty: 5887.811035
	Iteration 13Q: 3 clusters Score -1.506094e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -15061278.000000 Penalty: 5887.811035
	Iteration 14Q: 3 clusters Score -1.506128e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -15061589.000000 Penalty: 5887.811035
	Iteration 15Q: 3 clusters Score -1.506159e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -15061936.000000 Penalty: 5887.811035
	Iteration 16Q: 3 clusters Score -1.506194e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -15062324.000000 Penalty: 5887.811035
	Iteration 17Q: 3 clusters Score -1.506232e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -15062679.000000 Penalty: 5887.811035
	Iteration 18Q: 3 clusters Score -1.506268e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -15063008.000000 Penalty: 5887.811035
	Iteration 19Q: 3 clusters Score -1.506301e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -15063366.000000 Penalty: 5887.811035
	Iteration 20F: 3 clusters Score -1.506337e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -15063654.000000 Penalty: 5887.811035
	Iteration 21Q: 3 clusters Score -1.506365e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -15063975.000000 Penalty: 5887.811035
	Iteration 22Q: 3 clusters Score -1.506398e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -15064372.000000 Penalty: 5887.811035
	Iteration 23Q: 3 clusters Score -1.506437e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -15064704.000000 Penalty: 5887.811035
	Iteration 24Q: 3 clusters Score -1.50647e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -15065071.000000 Penalty: 5887.811035
	Iteration 25Q: 3 clusters Score -1.506507e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -15065487.000000 Penalty: 5887.811035
	Iteration 26Q: 3 clusters Score -1.506549e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -15065794.000000 Penalty: 5887.811035
	Iteration 27Q: 3 clusters Score -1.506579e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -15066005.000000 Penalty: 5887.811035
	Iteration 28Q: 3 clusters Score -1.5066e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -15066241.000000 Penalty: 5887.811035
	Iteration 29Q: 3 clusters Score -1.506624e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -15066454.000000 Penalty: 5887.811035
	Iteration 30Q: 3 clusters Score -1.506645e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -15066726.000000 Penalty: 5887.811035
	Iteration 31Q: 3 clusters Score -1.506673e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -15066931.000000 Penalty: 5887.811035
	Iteration 32Q: 3 clusters Score -1.506693e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -15067172.000000 Penalty: 5887.811035
	Iteration 33Q: 3 clusters Score -1.506717e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -15067394.000000 Penalty: 5887.811035
	Iteration 34Q: 3 clusters Score -1.506739e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -15067516.000000 Penalty: 5887.811035
	Iteration 35Q: 3 clusters Score -1.506752e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -15067647.000000 Penalty: 5887.811035
	Iteration 36Q: 3 clusters Score -1.506765e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -15067847.000000 Penalty: 5887.811035
	Iteration 37Q: 3 clusters Score -1.506785e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -15068028.000000 Penalty: 5887.811035
	Iteration 38Q: 3 clusters Score -1.506803e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -15068178.000000 Penalty: 5887.811035
	Iteration 39Q: 3 clusters Score -1.506818e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -15068316.000000 Penalty: 5887.811035
	Iteration 40F: 3 clusters Score -1.506832e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -15068505.000000 Penalty: 5887.811035
	Iteration 41Q: 3 clusters Score -1.50685e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -15068708.000000 Penalty: 5887.811035
	Iteration 42Q: 3 clusters Score -1.506871e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -15068820.000000 Penalty: 5887.811035
	Iteration 43Q: 3 clusters Score -1.506882e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -15068974.000000 Penalty: 5887.811035
	Iteration 44Q: 3 clusters Score -1.506897e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -15069038.000000 Penalty: 5887.811035
	Iteration 45Q: 3 clusters Score -1.506904e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -15069060.000000 Penalty: 5887.811035
	Iteration 46Q: 3 clusters Score -1.506906e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -15069081.000000 Penalty: 5887.811035
	Iteration 47Q: 3 clusters Score -1.506908e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -15069113.000000 Penalty: 5887.811035
	Iteration 48Q: 3 clusters Score -1.506911e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -15069225.000000 Penalty: 5887.811035
	Iteration 49Q: 3 clusters Score -1.506922e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -15069285.000000 Penalty: 5887.811035
	Iteration 50Q: 3 clusters Score -1.506928e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -15069358.000000 Penalty: 5887.811035
	Iteration 51Q: 3 clusters Score -1.506936e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -15069379.000000 Penalty: 5887.811035
	Iteration 52Q: 3 clusters Score -1.506938e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -15069385.000000 Penalty: 5887.811035
	Iteration 53Q: 3 clusters Score -1.506938e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -15069390.000000 Penalty: 5887.811035
	Iteration 54Q: 3 clusters Score -1.506939e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -15069459.000000 Penalty: 5887.811035
	Iteration 55Q: 3 clusters Score -1.506946e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -15069439.000000 Penalty: 5887.811035
	Iteration 56Q: 3 clusters Score -1.506944e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -15069485.000000 Penalty: 5887.811035
	Iteration 57Q: 3 clusters Score -1.506948e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -15069541.000000 Penalty: 5887.811035
	Iteration 58Q: 3 clusters Score -1.506954e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -15069537.000000 Penalty: 5887.811035
	Iteration 59Q: 3 clusters Score -1.506954e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -15069553.000000 Penalty: 5887.811035
	Iteration 60F: 3 clusters Score -1.506955e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15069540.000000 Penalty: 5887.811035
	Iteration 61Q: 3 clusters Score -1.506954e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -15069579.000000 Penalty: 5887.811035
	Iteration 62Q: 3 clusters Score -1.506958e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -15069600.000000 Penalty: 5887.811035
	Iteration 63Q: 3 clusters Score -1.50696e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -15069605.000000 Penalty: 5887.811035
	Iteration 64Q: 3 clusters Score -1.50696e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -15069587.000000 Penalty: 5887.811035
	Iteration 65Q: 3 clusters Score -1.506959e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100683 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -15069600.000000 Penalty: 5887.811035
	Iteration 66Q: 3 clusters Score -1.50696e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -15069590.000000 Penalty: 5887.811035
	Iteration 67Q: 3 clusters Score -1.506959e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -15069554.000000 Penalty: 5887.811035
	Iteration 68Q: 3 clusters Score -1.506955e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -15069551.000000 Penalty: 5887.811035
	Iteration 69Q: 3 clusters Score -1.506955e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -15069565.000000 Penalty: 5887.811035
	Iteration 70Q: 3 clusters Score -1.506956e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -15069575.000000 Penalty: 5887.811035
	Iteration 71Q: 3 clusters Score -1.506958e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -15069584.000000 Penalty: 5887.811035
	Iteration 72Q: 3 clusters Score -1.506958e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -15069531.000000 Penalty: 5887.811035
	Iteration 73Q: 3 clusters Score -1.506953e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -15069515.000000 Penalty: 5887.811035
	Iteration 74Q: 3 clusters Score -1.506952e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -15069527.000000 Penalty: 5887.811035
	Iteration 75Q: 3 clusters Score -1.506953e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -15069500.000000 Penalty: 5887.811035
	Iteration 76Q: 3 clusters Score -1.50695e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -15069508.000000 Penalty: 5887.811035
	Iteration 77Q: 3 clusters Score -1.506951e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -15069538.000000 Penalty: 5887.811035
	Iteration 78Q: 3 clusters Score -1.506954e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -15069551.000000 Penalty: 5887.811035
	Iteration 79Q: 3 clusters Score -1.506955e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -15069577.000000 Penalty: 5887.811035
	Iteration 80F: 3 clusters Score -1.506958e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -15069559.000000 Penalty: 5887.811035
	Iteration 81Q: 3 clusters Score -1.506956e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -15069570.000000 Penalty: 5887.811035
	Iteration 82Q: 3 clusters Score -1.506957e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -15069586.000000 Penalty: 5887.811035
	Iteration 83Q: 3 clusters Score -1.506959e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -15069603.000000 Penalty: 5887.811035
	Iteration 84Q: 3 clusters Score -1.50696e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -15069595.000000 Penalty: 5887.811035
	Iteration 85Q: 3 clusters Score -1.50696e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -15069578.000000 Penalty: 5887.811035
	Iteration 86Q: 3 clusters Score -1.506958e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -15069568.000000 Penalty: 5887.811035
	Iteration 87Q: 3 clusters Score -1.506957e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -15069566.000000 Penalty: 5887.811035
	Iteration 88Q: 3 clusters Score -1.506957e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -15069566.000000 Penalty: 5887.811035
	Iteration 89Q: 3 clusters Score -1.506957e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -15069569.000000 Penalty: 5887.811035
	Iteration 90Q: 3 clusters Score -1.506957e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -15069515.000000 Penalty: 5887.811035
	Iteration 91Q: 3 clusters Score -1.506952e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -15069491.000000 Penalty: 5887.811035
	Iteration 92Q: 3 clusters Score -1.506949e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -15069507.000000 Penalty: 5887.811035
	Iteration 93Q: 3 clusters Score -1.506951e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -15069525.000000 Penalty: 5887.811035
	Iteration 94Q: 3 clusters Score -1.506952e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -15069506.000000 Penalty: 5887.811035
	Iteration 95Q: 3 clusters Score -1.506951e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -15069532.000000 Penalty: 5887.811035
	Iteration 96Q: 3 clusters Score -1.506953e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -15069539.000000 Penalty: 5887.811035
	Iteration 97Q: 3 clusters Score -1.506954e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108328 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -15069577.000000 Penalty: 5887.811035
	Iteration 98Q: 3 clusters Score -1.506958e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -15069583.000000 Penalty: 5887.811035
	Iteration 99Q: 3 clusters Score -1.506958e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -15069579.000000 Penalty: 5887.811035
	Iteration 100F: 3 clusters Score -1.506958e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -15069572.000000 Penalty: 5887.811035
	Iteration 101Q: 3 clusters Score -1.506957e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -15069572.000000 Penalty: 5887.811035
	Iteration 102Q: 3 clusters Score -1.506957e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -15069581.000000 Penalty: 5887.811035
	Iteration 103Q: 3 clusters Score -1.506958e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -15069619.000000 Penalty: 5887.811035
	Iteration 104Q: 3 clusters Score -1.506962e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -15069651.000000 Penalty: 5887.811035
	Iteration 105Q: 3 clusters Score -1.506965e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -15069626.000000 Penalty: 5887.811035
	Iteration 106Q: 3 clusters Score -1.506963e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -15069644.000000 Penalty: 5887.811035
	Iteration 107Q: 3 clusters Score -1.506964e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -15069572.000000 Penalty: 5887.811035
	Iteration 108Q: 3 clusters Score -1.506957e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -15069576.000000 Penalty: 5887.811035
	Iteration 109Q: 3 clusters Score -1.506958e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -15069529.000000 Penalty: 5887.811035
	Iteration 110Q: 3 clusters Score -1.506953e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -15069496.000000 Penalty: 5887.811035
	Iteration 111Q: 3 clusters Score -1.50695e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -15069536.000000 Penalty: 5887.811035
	Iteration 112Q: 3 clusters Score -1.506954e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111703 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -15069533.000000 Penalty: 5887.811035
	Iteration 113Q: 3 clusters Score -1.506953e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -15069576.000000 Penalty: 5887.811035
	Iteration 114Q: 3 clusters Score -1.506958e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112170 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -15069570.000000 Penalty: 5887.811035
	Iteration 115Q: 3 clusters Score -1.506957e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -15069571.000000 Penalty: 5887.811035
	Iteration 116Q: 3 clusters Score -1.506957e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -15069569.000000 Penalty: 5887.811035
	Iteration 117Q: 3 clusters Score -1.506957e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -15069563.000000 Penalty: 5887.811035
	Iteration 118Q: 3 clusters Score -1.506956e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -15069595.000000 Penalty: 5887.811035
	Iteration 119Q: 3 clusters Score -1.50696e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -15069578.000000 Penalty: 5887.811035
	Iteration 120F: 3 clusters Score -1.506958e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -15069556.000000 Penalty: 5887.811035
	Iteration 121Q: 3 clusters Score -1.506956e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113647 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -15069569.000000 Penalty: 5887.811035
	Iteration 122Q: 3 clusters Score -1.506957e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -15069551.000000 Penalty: 5887.811035
	Iteration 123Q: 3 clusters Score -1.506955e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -15069591.000000 Penalty: 5887.811035
	Iteration 124Q: 3 clusters Score -1.506959e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -15069548.000000 Penalty: 5887.811035
	Iteration 125Q: 3 clusters Score -1.506955e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -15069527.000000 Penalty: 5887.811035
	Iteration 126Q: 3 clusters Score -1.506953e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -15069518.000000 Penalty: 5887.811035
	Iteration 127Q: 3 clusters Score -1.506952e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -15069490.000000 Penalty: 5887.811035
	Iteration 128Q: 3 clusters Score -1.506949e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115417 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -15069461.000000 Penalty: 5887.811035
	Iteration 129Q: 3 clusters Score -1.506946e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115673 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -15069450.000000 Penalty: 5887.811035
	Iteration 130Q: 3 clusters Score -1.506945e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -15069473.000000 Penalty: 5887.811035
	Iteration 131Q: 3 clusters Score -1.506947e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -15069486.000000 Penalty: 5887.811035
	Iteration 132Q: 3 clusters Score -1.506949e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -15069478.000000 Penalty: 5887.811035
	Iteration 133Q: 3 clusters Score -1.506948e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -15069541.000000 Penalty: 5887.811035
	Iteration 134Q: 3 clusters Score -1.506954e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -15069496.000000 Penalty: 5887.811035
	Iteration 135Q: 3 clusters Score -1.50695e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -15069520.000000 Penalty: 5887.811035
	Iteration 136Q: 3 clusters Score -1.506952e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -15069546.000000 Penalty: 5887.811035
	Iteration 137Q: 3 clusters Score -1.506955e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -15069593.000000 Penalty: 5887.811035
	Iteration 138Q: 3 clusters Score -1.506959e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117909 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -15069533.000000 Penalty: 5887.811035
	Iteration 139Q: 3 clusters Score -1.506953e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -15069537.000000 Penalty: 5887.811035
	Iteration 140F: 3 clusters Score -1.506954e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -15069558.000000 Penalty: 5887.811035
	Iteration 141Q: 3 clusters Score -1.506956e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -15069552.000000 Penalty: 5887.811035
	Iteration 142Q: 3 clusters Score -1.506955e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -15069553.000000 Penalty: 5887.811035
	Iteration 143Q: 3 clusters Score -1.506955e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119038 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -15069599.000000 Penalty: 5887.811035
	Iteration 144Q: 3 clusters Score -1.50696e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -15069660.000000 Penalty: 5887.811035
	Iteration 145Q: 3 clusters Score -1.506966e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119580 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -15069697.000000 Penalty: 5887.811035
	Iteration 146Q: 3 clusters Score -1.50697e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119853 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -15069744.000000 Penalty: 5887.811035
	Iteration 147Q: 3 clusters Score -1.506974e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -15069793.000000 Penalty: 5887.811035
	Iteration 148Q: 3 clusters Score -1.506979e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -15069863.000000 Penalty: 5887.811035
	Iteration 149Q: 3 clusters Score -1.506986e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -15069898.000000 Penalty: 5887.811035
	Iteration 150Q: 3 clusters Score -1.50699e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120972 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -15069975.000000 Penalty: 5887.811035
	Iteration 151Q: 3 clusters Score -1.506998e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121269 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -15069980.000000 Penalty: 5887.811035
	Iteration 152Q: 3 clusters Score -1.506998e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -15069968.000000 Penalty: 5887.811035
	Iteration 153Q: 3 clusters Score -1.506997e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -15069987.000000 Penalty: 5887.811035
	Iteration 154Q: 3 clusters Score -1.506999e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -15070016.000000 Penalty: 5887.811035
	Iteration 155Q: 3 clusters Score -1.507002e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122406 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -15070193.000000 Penalty: 5887.811035
	Iteration 156Q: 3 clusters Score -1.507019e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -15070446.000000 Penalty: 5887.811035
	Iteration 157Q: 3 clusters Score -1.507045e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -15070729.000000 Penalty: 5887.811035
	Iteration 158Q: 3 clusters Score -1.507073e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -15071152.000000 Penalty: 5887.811035
	Iteration 159Q: 3 clusters Score -1.507115e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -15071556.000000 Penalty: 5887.811035
	Iteration 160F: 3 clusters Score -1.507156e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -15071905.000000 Penalty: 5887.811035
	Iteration 161Q: 3 clusters Score -1.50719e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -15072247.000000 Penalty: 5887.811035
	Iteration 162Q: 3 clusters Score -1.507225e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125435 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -15072644.000000 Penalty: 5887.811035
	Iteration 163Q: 3 clusters Score -1.507264e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -15072927.000000 Penalty: 5887.811035
	Iteration 164Q: 3 clusters Score -1.507293e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -15073205.000000 Penalty: 5887.811035
	Iteration 165Q: 3 clusters Score -1.50732e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -15073432.000000 Penalty: 5887.811035
	Iteration 166Q: 3 clusters Score -1.507343e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127811 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -15073635.000000 Penalty: 5887.811035
	Iteration 167Q: 3 clusters Score -1.507364e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -15073762.000000 Penalty: 5887.811035
	Iteration 168Q: 3 clusters Score -1.507376e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -15074010.000000 Penalty: 5887.811035
	Iteration 169Q: 3 clusters Score -1.507401e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -15074081.000000 Penalty: 5887.811035
	Iteration 170Q: 3 clusters Score -1.507408e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -15074055.000000 Penalty: 5887.811035
	Iteration 171Q: 3 clusters Score -1.507406e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -15074099.000000 Penalty: 5887.811035
	Iteration 172Q: 3 clusters Score -1.50741e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -15074015.000000 Penalty: 5887.811035
	Iteration 173Q: 3 clusters Score -1.507402e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131841 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -15073996.000000 Penalty: 5887.811035
	Iteration 174Q: 3 clusters Score -1.5074e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -15073910.000000 Penalty: 5887.811035
	Iteration 175Q: 3 clusters Score -1.507391e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132677 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -15073838.000000 Penalty: 5887.811035
	Iteration 176Q: 3 clusters Score -1.507384e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133057 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -15073786.000000 Penalty: 5887.811035
	Iteration 177Q: 3 clusters Score -1.507379e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133433 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -15073721.000000 Penalty: 5887.811035
	Iteration 178Q: 3 clusters Score -1.507372e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133797 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -15073625.000000 Penalty: 5887.811035
	Iteration 179Q: 3 clusters Score -1.507362e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -15073523.000000 Penalty: 5887.811035
	Iteration 180F: 3 clusters Score -1.507352e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -15073407.000000 Penalty: 5887.811035
	Iteration 181Q: 3 clusters Score -1.507341e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -15073318.000000 Penalty: 5887.811035
	Iteration 182Q: 3 clusters Score -1.507332e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134938 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -15073175.000000 Penalty: 5887.811035
	Iteration 183Q: 3 clusters Score -1.507318e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135189 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -15073067.000000 Penalty: 5887.811035
	Iteration 184Q: 3 clusters Score -1.507307e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -15072979.000000 Penalty: 5887.811035
	Iteration 185Q: 3 clusters Score -1.507298e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135666 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -15072859.000000 Penalty: 5887.811035
	Iteration 186Q: 3 clusters Score -1.507286e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -15072829.000000 Penalty: 5887.811035
	Iteration 187Q: 3 clusters Score -1.507283e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136052 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -15072743.000000 Penalty: 5887.811035
	Iteration 188Q: 3 clusters Score -1.507274e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136214 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -15072690.000000 Penalty: 5887.811035
	Iteration 189Q: 3 clusters Score -1.507269e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -15072649.000000 Penalty: 5887.811035
	Iteration 190Q: 3 clusters Score -1.507265e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136515 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -15072593.000000 Penalty: 5887.811035
	Iteration 191Q: 3 clusters Score -1.507259e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136637 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -15072549.000000 Penalty: 5887.811035
	Iteration 192Q: 3 clusters Score -1.507255e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136726 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -15072526.000000 Penalty: 5887.811035
	Iteration 193Q: 3 clusters Score -1.507253e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136812 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -15072483.000000 Penalty: 5887.811035
	Iteration 194Q: 3 clusters Score -1.507248e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -15072472.000000 Penalty: 5887.811035
	Iteration 195Q: 3 clusters Score -1.507247e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -15072434.000000 Penalty: 5887.811035
	Iteration 196Q: 3 clusters Score -1.507243e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137010 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -15072400.000000 Penalty: 5887.811035
	Iteration 197Q: 3 clusters Score -1.50724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137073 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -15072394.000000 Penalty: 5887.811035
	Iteration 198Q: 3 clusters Score -1.507239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137125 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -15072400.000000 Penalty: 5887.811035
	Iteration 199Q: 3 clusters Score -1.50724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137169 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -15072357.000000 Penalty: 5887.811035
	Iteration 200F: 3 clusters Score -1.507236e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137213 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -15072345.000000 Penalty: 5887.811035
	Iteration 201Q: 3 clusters Score -1.507234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -15072318.000000 Penalty: 5887.811035
	Iteration 202Q: 3 clusters Score -1.507232e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137301 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -15072256.000000 Penalty: 5887.811035
	Iteration 203Q: 3 clusters Score -1.507226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137347 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -15072236.000000 Penalty: 5887.811035
	Iteration 204Q: 3 clusters Score -1.507224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137390 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -15072224.000000 Penalty: 5887.811035
	Iteration 205Q: 3 clusters Score -1.507222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -15072194.000000 Penalty: 5887.811035
	Iteration 206Q: 3 clusters Score -1.507219e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137473 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -15072188.000000 Penalty: 5887.811035
	Iteration 207Q: 3 clusters Score -1.507219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137524 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -15072165.000000 Penalty: 5887.811035
	Iteration 208Q: 3 clusters Score -1.507216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -15072153.000000 Penalty: 5887.811035
	Iteration 209Q: 3 clusters Score -1.507215e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137637 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -15072129.000000 Penalty: 5887.811035
	Iteration 210Q: 3 clusters Score -1.507213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -15072076.000000 Penalty: 5887.811035
	Iteration 211Q: 3 clusters Score -1.507208e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137736 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -15072031.000000 Penalty: 5887.811035
	Iteration 212Q: 3 clusters Score -1.507203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -15071986.000000 Penalty: 5887.811035
	Iteration 213Q: 3 clusters Score -1.507199e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137846 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -15071948.000000 Penalty: 5887.811035
	Iteration 214Q: 3 clusters Score -1.507195e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137901 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -15071935.000000 Penalty: 5887.811035
	Iteration 215Q: 3 clusters Score -1.507194e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -15071927.000000 Penalty: 5887.811035
	Iteration 216Q: 3 clusters Score -1.507193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138003 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -15071906.000000 Penalty: 5887.811035
	Iteration 217Q: 3 clusters Score -1.507191e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -15071893.000000 Penalty: 5887.811035
	Iteration 218Q: 3 clusters Score -1.507189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -15071881.000000 Penalty: 5887.811035
	Iteration 219Q: 3 clusters Score -1.507188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138142 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -15071841.000000 Penalty: 5887.811035
	Iteration 220F: 3 clusters Score -1.507184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138175 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -15071817.000000 Penalty: 5887.811035
	Iteration 221Q: 3 clusters Score -1.507182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138204 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -15071824.000000 Penalty: 5887.811035
	Iteration 222Q: 3 clusters Score -1.507182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138240 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -15071828.000000 Penalty: 5887.811035
	Iteration 223Q: 3 clusters Score -1.507183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -15071817.000000 Penalty: 5887.811035
	Iteration 224Q: 3 clusters Score -1.507182e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -15071800.000000 Penalty: 5887.811035
	Iteration 225Q: 3 clusters Score -1.50718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138350 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -15071758.000000 Penalty: 5887.811035
	Iteration 226Q: 3 clusters Score -1.507176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -15071759.000000 Penalty: 5887.811035
	Iteration 227Q: 3 clusters Score -1.507176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138397 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -15071744.000000 Penalty: 5887.811035
	Iteration 228Q: 3 clusters Score -1.507174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -15071721.000000 Penalty: 5887.811035
	Iteration 229Q: 3 clusters Score -1.507172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -15071734.000000 Penalty: 5887.811035
	Iteration 230Q: 3 clusters Score -1.507173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138469 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -15071731.000000 Penalty: 5887.811035
	Iteration 231Q: 3 clusters Score -1.507173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138490 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -15071715.000000 Penalty: 5887.811035
	Iteration 232Q: 3 clusters Score -1.507172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138499 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -15071711.000000 Penalty: 5887.811035
	Iteration 233Q: 3 clusters Score -1.507171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -15071692.000000 Penalty: 5887.811035
	Iteration 234Q: 3 clusters Score -1.507169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -15071692.000000 Penalty: 5887.811035
	Iteration 235Q: 3 clusters Score -1.507169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138557 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -15071668.000000 Penalty: 5887.811035
	Iteration 236Q: 3 clusters Score -1.507167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -15071638.000000 Penalty: 5887.811035
	Iteration 237Q: 3 clusters Score -1.507164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -15071619.000000 Penalty: 5887.811035
	Iteration 238Q: 3 clusters Score -1.507162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -15071620.000000 Penalty: 5887.811035
	Iteration 239Q: 3 clusters Score -1.507162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -15071624.000000 Penalty: 5887.811035
	Iteration 240F: 3 clusters Score -1.507162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -15071594.000000 Penalty: 5887.811035
	Iteration 241Q: 3 clusters Score -1.507159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -15071587.000000 Penalty: 5887.811035
	Iteration 242Q: 3 clusters Score -1.507159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -15071572.000000 Penalty: 5887.811035
	Iteration 243Q: 3 clusters Score -1.507157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138693 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -15071577.000000 Penalty: 5887.811035
	Iteration 244Q: 3 clusters Score -1.507158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -15071574.000000 Penalty: 5887.811035
	Iteration 245Q: 3 clusters Score -1.507157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138706 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -15071572.000000 Penalty: 5887.811035
	Iteration 246Q: 3 clusters Score -1.507157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -15071562.000000 Penalty: 5887.811035
	Iteration 247Q: 3 clusters Score -1.507156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -15071554.000000 Penalty: 5887.811035
	Iteration 248Q: 3 clusters Score -1.507155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -15071557.000000 Penalty: 5887.811035
	Iteration 249Q: 3 clusters Score -1.507156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -15071563.000000 Penalty: 5887.811035
	Iteration 250Q: 3 clusters Score -1.507156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -15071543.000000 Penalty: 5887.811035
	Iteration 251Q: 3 clusters Score -1.507154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138736 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -15071538.000000 Penalty: 5887.811035
	Iteration 252Q: 3 clusters Score -1.507154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -15071520.000000 Penalty: 5887.811035
	Iteration 253Q: 3 clusters Score -1.507152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -15071525.000000 Penalty: 5887.811035
	Iteration 254Q: 3 clusters Score -1.507152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138741 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -15071526.000000 Penalty: 5887.811035
	Iteration 255Q: 3 clusters Score -1.507153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138741 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -15071526.000000 Penalty: 5887.811035
	Iteration 256F: 3 clusters Score -1.507153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 104267 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 19323 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 138741 members 
Mstep: Class 37 contains 5166 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 20627 members 
Mstep: Class 53 contains 19194 members 
Mstep: Class 54 contains 1258 members 
Mstep: Class 55 contains 11013 members 
Mstep: Class 56 contains 4257 members 
Entering Unmasked Estep 
Score: -150708256.000000 Penalty: 199872.500000
Splitting cluster 36 changes total score from -150611360.000000 to -150708256.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 37 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -474439.562500 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -474439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -469909.656250 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -469909.7 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -471276.468750 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -471276.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -472349.375000 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -472349.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474168.343750 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -474168.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -475737.812500 Penalty: 4240.727539
	Iteration 4F: 3 clusters Score -475737.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -476432.062500 Penalty: 4240.727539
	Iteration 5F: 3 clusters Score -476432.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -476655.687500 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -476655.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -476740.625000 Penalty: 4240.727539
	Iteration 7Q: 3 clusters Score -476740.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -476777.812500 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -476777.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -476796.468750 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -476796.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -476803.187500 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -476803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -476809.593750 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -476809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -476813.406250 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -476813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -476815.406250 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -476815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -476818.843750 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -476818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -476821.000000 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -476821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -476822.937500 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -476822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -476823.125000 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -476823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -476825.000000 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -476825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -476825.250000 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -476825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -476826.625000 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -476826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -476829.000000 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -476829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -476829.937500 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -476829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -476831.093750 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -476831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -476831.125000 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -476831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -476831.125000 Penalty: 4240.727539
	Iteration 25F: 3 clusters Score -476831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 104267 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 19323 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 138741 members 
Mstep: Class 37 contains 2797 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 4173 members 
Mstep: Class 40 contains 4283 members 
Mstep: Class 41 contains 2616 members 
Mstep: Class 42 contains 1472 members 
Mstep: Class 43 contains 1190 members 
Mstep: Class 44 contains 141797 members 
Mstep: Class 45 contains 91427 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 7200 members 
Mstep: Class 48 contains 5244 members 
Mstep: Class 49 contains 1616 members 
Mstep: Class 50 contains 5351 members 
Mstep: Class 51 contains 2551 members 
Mstep: Class 52 contains 20627 members 
Mstep: Class 53 contains 19194 members 
Mstep: Class 54 contains 1258 members 
Mstep: Class 55 contains 11013 members 
Mstep: Class 56 contains 4257 members 
Mstep: Class 57 contains 2369 members 
Entering Unmasked Estep 
Score: -150709008.000000 Penalty: 203441.640625
Splitting cluster 37 changes total score from -150611360.000000 to -150709008.000000
So it's getting split into cluster 57.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 164818 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 45542 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 19816 members 
Mstep: Class 11 contains 122002 members 
Mstep: Class 12 contains 41943 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 879 members 
Mstep: Class 17 contains 131020 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 19 contains 73599 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 21312 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 34335 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 5802 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 104267 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 19323 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 138741 members 
Mstep: Class 37 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150735856.000000 Penalty: 203441.640625
Iteration 79Q: 58 clusters Score -1.507359e+08 nChanged 36654
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122842 members 
Mstep: Class 6 contains 164855 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 45006 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 20543 members 
Mstep: Class 11 contains 122066 members 
Mstep: Class 12 contains 42396 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 130364 members 
Mstep: Class 18 contains 170473 members 
Mstep: Class 19 contains 73921 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 13207 members 
Mstep: Class 23 contains 6131 members 
Mstep: Class 24 contains 19367 members 
Mstep: Class 25 contains 15190 members 
Mstep: Class 26 contains 21309 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 34348 members 
Mstep: Class 29 contains 56376 members 
Mstep: Class 30 contains 5854 members 
Mstep: Class 31 contains 17814 members 
Mstep: Class 32 contains 104249 members 
Mstep: Class 33 contains 1978 members 
Mstep: Class 34 contains 18326 members 
Mstep: Class 35 contains 5378 members 
Mstep: Class 36 contains 140081 members 
Mstep: Class 37 contains 3077 members 
Mstep: Class 38 contains 9008 members 
Mstep: Class 39 contains 4074 members 
Mstep: Class 40 contains 4252 members 
Mstep: Class 41 contains 2444 members 
Mstep: Class 42 contains 1531 members 
Mstep: Class 43 contains 1095 members 
Mstep: Class 44 contains 136808 members 
Mstep: Class 45 contains 93646 members 
Mstep: Class 46 contains 4979 members 
Mstep: Class 47 contains 6973 members 
Mstep: Class 48 contains 5135 members 
Mstep: Class 49 contains 1653 members 
Mstep: Class 50 contains 5471 members 
Mstep: Class 51 contains 2604 members 
Mstep: Class 52 contains 20104 members 
Mstep: Class 53 contains 18973 members 
Mstep: Class 54 contains 1432 members 
Mstep: Class 55 contains 10980 members 
Mstep: Class 56 contains 4548 members 
Mstep: Class 57 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150752640.000000 Penalty: 203441.640625
Iteration 80F: 58 clusters Score -1.507526e+08 nChanged 24283
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6062 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 12240 members 
Mstep: Class 5 contains 122825 members 
Mstep: Class 6 contains 164779 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 44539 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 122079 members 
Mstep: Class 12 contains 42706 members 
Mstep: Class 13 contains 5004 members 
Mstep: Class 14 contains 4112 members 
Mstep: Class 15 contains 19070 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 129352 members 
Mstep: Class 18 contains 170478 members 
Mstep: Class 19 contains 73789 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 2505 members 
Mstep: Class 22 contains 13404 members 
Mstep: Class 23 contains 6146 members 
Mstep: Class 24 contains 19271 members 
Mstep: Class 25 contains 15168 members 
Mstep: Class 26 contains 21251 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 34288 members 
Mstep: Class 29 contains 56171 members 
Mstep: Class 30 contains 5823 members 
Mstep: Class 31 contains 17867 members 
Mstep: Class 32 contains 103496 members 
Mstep: Class 33 contains 1842 members 
Mstep: Class 34 contains 17110 members 
Mstep: Class 35 contains 5376 members 
Mstep: Class 36 contains 136726 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 8969 members 
Mstep: Class 39 contains 4101 members 
Mstep: Class 40 contains 4467 members 
Mstep: Class 41 contains 2546 members 
Mstep: Class 42 contains 1555 members 
Mstep: Class 43 contains 1177 members 
Mstep: Class 44 contains 139685 members 
Mstep: Class 45 contains 95060 members 
Mstep: Class 46 contains 4980 members 
Mstep: Class 47 contains 6985 members 
Mstep: Class 48 contains 5148 members 
Mstep: Class 49 contains 1698 members 
Mstep: Class 50 contains 5521 members 
Mstep: Class 51 contains 3524 members 
Mstep: Class 52 contains 20049 members 
Mstep: Class 53 contains 19012 members 
Mstep: Class 54 contains 1666 members 
Mstep: Class 55 contains 11024 members 
Mstep: Class 56 contains 4768 members 
Mstep: Class 57 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757184.000000 Penalty: 203441.640625
Iteration 81Q: 58 clusters Score -1.507572e+08 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 12238 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 164721 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 20865 members 
Mstep: Class 11 contains 122104 members 
Mstep: Class 12 contains 42930 members 
Mstep: Class 13 contains 4912 members 
Mstep: Class 14 contains 4109 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 16 contains 958 members 
Mstep: Class 17 contains 128607 members 
Mstep: Class 18 contains 170458 members 
Mstep: Class 19 contains 73792 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 13609 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 19283 members 
Mstep: Class 25 contains 15184 members 
Mstep: Class 26 contains 21242 members 
Mstep: Class 27 contains 11311 members 
Mstep: Class 28 contains 34252 members 
Mstep: Class 29 contains 56026 members 
Mstep: Class 30 contains 5829 members 
Mstep: Class 31 contains 17879 members 
Mstep: Class 32 contains 102849 members 
Mstep: Class 33 contains 1808 members 
Mstep: Class 34 contains 16447 members 
Mstep: Class 35 contains 5374 members 
Mstep: Class 36 contains 134488 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 8957 members 
Mstep: Class 39 contains 4122 members 
Mstep: Class 40 contains 4593 members 
Mstep: Class 41 contains 2593 members 
Mstep: Class 42 contains 1578 members 
Mstep: Class 43 contains 1200 members 
Mstep: Class 44 contains 141184 members 
Mstep: Class 45 contains 95931 members 
Mstep: Class 46 contains 4988 members 
Mstep: Class 47 contains 6980 members 
Mstep: Class 48 contains 5161 members 
Mstep: Class 49 contains 1713 members 
Mstep: Class 50 contains 5516 members 
Mstep: Class 51 contains 4292 members 
Mstep: Class 52 contains 20041 members 
Mstep: Class 53 contains 18969 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 11098 members 
Mstep: Class 56 contains 4884 members 
Mstep: Class 57 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760128.000000 Penalty: 203441.640625
Iteration 82Q: 58 clusters Score -1.507601e+08 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 4167 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 122897 members 
Mstep: Class 6 contains 164657 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 43732 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 21030 members 
Mstep: Class 11 contains 122160 members 
Mstep: Class 12 contains 43095 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18873 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 127883 members 
Mstep: Class 18 contains 170431 members 
Mstep: Class 19 contains 73777 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 13825 members 
Mstep: Class 23 contains 6173 members 
Mstep: Class 24 contains 19310 members 
Mstep: Class 25 contains 15214 members 
Mstep: Class 26 contains 21258 members 
Mstep: Class 27 contains 11915 members 
Mstep: Class 28 contains 34219 members 
Mstep: Class 29 contains 55903 members 
Mstep: Class 30 contains 5830 members 
Mstep: Class 31 contains 17853 members 
Mstep: Class 32 contains 102352 members 
Mstep: Class 33 contains 1788 members 
Mstep: Class 34 contains 16023 members 
Mstep: Class 35 contains 5374 members 
Mstep: Class 36 contains 132810 members 
Mstep: Class 37 contains 3504 members 
Mstep: Class 38 contains 8950 members 
Mstep: Class 39 contains 4150 members 
Mstep: Class 40 contains 4678 members 
Mstep: Class 41 contains 2612 members 
Mstep: Class 42 contains 1592 members 
Mstep: Class 43 contains 1209 members 
Mstep: Class 44 contains 142122 members 
Mstep: Class 45 contains 96761 members 
Mstep: Class 46 contains 4991 members 
Mstep: Class 47 contains 6982 members 
Mstep: Class 48 contains 5169 members 
Mstep: Class 49 contains 1730 members 
Mstep: Class 50 contains 5479 members 
Mstep: Class 51 contains 4900 members 
Mstep: Class 52 contains 20036 members 
Mstep: Class 53 contains 18932 members 
Mstep: Class 54 contains 1756 members 
Mstep: Class 55 contains 11187 members 
Mstep: Class 56 contains 4936 members 
Mstep: Class 57 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150761840.000000 Penalty: 203441.640625
Iteration 83Q: 58 clusters Score -1.507618e+08 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6013 members 
Mstep: Class 3 contains 4273 members 
Mstep: Class 4 contains 12240 members 
Mstep: Class 5 contains 122918 members 
Mstep: Class 6 contains 164627 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 43402 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 21129 members 
Mstep: Class 11 contains 122224 members 
Mstep: Class 12 contains 43212 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 4125 members 
Mstep: Class 15 contains 18812 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 127151 members 
Mstep: Class 18 contains 170405 members 
Mstep: Class 19 contains 73807 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 14046 members 
Mstep: Class 23 contains 6176 members 
Mstep: Class 24 contains 19315 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 21282 members 
Mstep: Class 27 contains 12501 members 
Mstep: Class 28 contains 34200 members 
Mstep: Class 29 contains 55776 members 
Mstep: Class 30 contains 5827 members 
Mstep: Class 31 contains 17841 members 
Mstep: Class 32 contains 101987 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 15756 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 131406 members 
Mstep: Class 37 contains 3580 members 
Mstep: Class 38 contains 8946 members 
Mstep: Class 39 contains 4180 members 
Mstep: Class 40 contains 4753 members 
Mstep: Class 41 contains 2608 members 
Mstep: Class 42 contains 1612 members 
Mstep: Class 43 contains 1214 members 
Mstep: Class 44 contains 142835 members 
Mstep: Class 45 contains 97534 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 6970 members 
Mstep: Class 48 contains 5169 members 
Mstep: Class 49 contains 1749 members 
Mstep: Class 50 contains 5436 members 
Mstep: Class 51 contains 5342 members 
Mstep: Class 52 contains 20035 members 
Mstep: Class 53 contains 18917 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 11265 members 
Mstep: Class 56 contains 4963 members 
Mstep: Class 57 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762880.000000 Penalty: 203441.640625
Iteration 84Q: 58 clusters Score -1.507629e+08 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 12243 members 
Mstep: Class 5 contains 122946 members 
Mstep: Class 6 contains 164594 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 8 contains 43048 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 21235 members 
Mstep: Class 11 contains 122306 members 
Mstep: Class 12 contains 43313 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 4129 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 126460 members 
Mstep: Class 18 contains 170380 members 
Mstep: Class 19 contains 73905 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 14273 members 
Mstep: Class 23 contains 6183 members 
Mstep: Class 24 contains 19290 members 
Mstep: Class 25 contains 15284 members 
Mstep: Class 26 contains 21304 members 
Mstep: Class 27 contains 13034 members 
Mstep: Class 28 contains 34181 members 
Mstep: Class 29 contains 55665 members 
Mstep: Class 30 contains 5825 members 
Mstep: Class 31 contains 17826 members 
Mstep: Class 32 contains 101690 members 
Mstep: Class 33 contains 1751 members 
Mstep: Class 34 contains 15542 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 130186 members 
Mstep: Class 37 contains 3629 members 
Mstep: Class 38 contains 8944 members 
Mstep: Class 39 contains 4217 members 
Mstep: Class 40 contains 4849 members 
Mstep: Class 41 contains 2599 members 
Mstep: Class 42 contains 1624 members 
Mstep: Class 43 contains 1215 members 
Mstep: Class 44 contains 143387 members 
Mstep: Class 45 contains 98172 members 
Mstep: Class 46 contains 4993 members 
Mstep: Class 47 contains 6967 members 
Mstep: Class 48 contains 5175 members 
Mstep: Class 49 contains 1760 members 
Mstep: Class 50 contains 5393 members 
Mstep: Class 51 contains 5717 members 
Mstep: Class 52 contains 20052 members 
Mstep: Class 53 contains 18903 members 
Mstep: Class 54 contains 1769 members 
Mstep: Class 55 contains 11338 members 
Mstep: Class 56 contains 4990 members 
Mstep: Class 57 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764416.000000 Penalty: 203441.640625
Iteration 85Q: 58 clusters Score -1.507644e+08 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 122964 members 
Mstep: Class 6 contains 164558 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 42686 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 21288 members 
Mstep: Class 11 contains 122405 members 
Mstep: Class 12 contains 43391 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 4129 members 
Mstep: Class 15 contains 18758 members 
Mstep: Class 16 contains 927 members 
Mstep: Class 17 contains 125800 members 
Mstep: Class 18 contains 170362 members 
Mstep: Class 19 contains 74007 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 14532 members 
Mstep: Class 23 contains 6187 members 
Mstep: Class 24 contains 19270 members 
Mstep: Class 25 contains 15295 members 
Mstep: Class 26 contains 21323 members 
Mstep: Class 27 contains 13476 members 
Mstep: Class 28 contains 34172 members 
Mstep: Class 29 contains 55545 members 
Mstep: Class 30 contains 5816 members 
Mstep: Class 31 contains 17816 members 
Mstep: Class 32 contains 101457 members 
Mstep: Class 33 contains 1741 members 
Mstep: Class 34 contains 15373 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 129077 members 
Mstep: Class 37 contains 3666 members 
Mstep: Class 38 contains 8941 members 
Mstep: Class 39 contains 4249 members 
Mstep: Class 40 contains 4944 members 
Mstep: Class 41 contains 2603 members 
Mstep: Class 42 contains 1642 members 
Mstep: Class 43 contains 1215 members 
Mstep: Class 44 contains 143898 members 
Mstep: Class 45 contains 98817 members 
Mstep: Class 46 contains 4994 members 
Mstep: Class 47 contains 6961 members 
Mstep: Class 48 contains 5175 members 
Mstep: Class 49 contains 1768 members 
Mstep: Class 50 contains 5365 members 
Mstep: Class 51 contains 6006 members 
Mstep: Class 52 contains 20070 members 
Mstep: Class 53 contains 18919 members 
Mstep: Class 54 contains 1762 members 
Mstep: Class 55 contains 11405 members 
Mstep: Class 56 contains 5007 members 
Mstep: Class 57 contains 2354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765392.000000 Penalty: 203441.640625
Iteration 86Q: 58 clusters Score -1.507654e+08 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 122980 members 
Mstep: Class 6 contains 164514 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 42361 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 21343 members 
Mstep: Class 11 contains 122498 members 
Mstep: Class 12 contains 43459 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 18737 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 125221 members 
Mstep: Class 18 contains 170346 members 
Mstep: Class 19 contains 74225 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 14780 members 
Mstep: Class 23 contains 6192 members 
Mstep: Class 24 contains 19266 members 
Mstep: Class 25 contains 15303 members 
Mstep: Class 26 contains 21336 members 
Mstep: Class 27 contains 13905 members 
Mstep: Class 28 contains 34167 members 
Mstep: Class 29 contains 55447 members 
Mstep: Class 30 contains 5807 members 
Mstep: Class 31 contains 17792 members 
Mstep: Class 32 contains 101312 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 15246 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 128165 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 8940 members 
Mstep: Class 39 contains 4282 members 
Mstep: Class 40 contains 5012 members 
Mstep: Class 41 contains 2614 members 
Mstep: Class 42 contains 1654 members 
Mstep: Class 43 contains 1216 members 
Mstep: Class 44 contains 144171 members 
Mstep: Class 45 contains 99352 members 
Mstep: Class 46 contains 4994 members 
Mstep: Class 47 contains 6952 members 
Mstep: Class 48 contains 5176 members 
Mstep: Class 49 contains 1774 members 
Mstep: Class 50 contains 5325 members 
Mstep: Class 51 contains 6198 members 
Mstep: Class 52 contains 20077 members 
Mstep: Class 53 contains 18928 members 
Mstep: Class 54 contains 1759 members 
Mstep: Class 55 contains 11460 members 
Mstep: Class 56 contains 5014 members 
Mstep: Class 57 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765920.000000 Penalty: 203441.640625
Iteration 87Q: 58 clusters Score -1.507659e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 12243 members 
Mstep: Class 5 contains 122996 members 
Mstep: Class 6 contains 164474 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 42035 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 21395 members 
Mstep: Class 11 contains 122606 members 
Mstep: Class 12 contains 43525 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 18722 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 124687 members 
Mstep: Class 18 contains 170325 members 
Mstep: Class 19 contains 74491 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 19240 members 
Mstep: Class 25 contains 15324 members 
Mstep: Class 26 contains 21355 members 
Mstep: Class 27 contains 14282 members 
Mstep: Class 28 contains 34161 members 
Mstep: Class 29 contains 55354 members 
Mstep: Class 30 contains 5805 members 
Mstep: Class 31 contains 17752 members 
Mstep: Class 32 contains 101207 members 
Mstep: Class 33 contains 1722 members 
Mstep: Class 34 contains 15141 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 127324 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 8939 members 
Mstep: Class 39 contains 4307 members 
Mstep: Class 40 contains 5062 members 
Mstep: Class 41 contains 2623 members 
Mstep: Class 42 contains 1658 members 
Mstep: Class 43 contains 1216 members 
Mstep: Class 44 contains 144390 members 
Mstep: Class 45 contains 99876 members 
Mstep: Class 46 contains 4994 members 
Mstep: Class 47 contains 6939 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 1781 members 
Mstep: Class 50 contains 5272 members 
Mstep: Class 51 contains 6353 members 
Mstep: Class 52 contains 20084 members 
Mstep: Class 53 contains 18939 members 
Mstep: Class 54 contains 1758 members 
Mstep: Class 55 contains 11504 members 
Mstep: Class 56 contains 5005 members 
Mstep: Class 57 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765792.000000 Penalty: 203441.640625
Iteration 88Q: 58 clusters Score -1.507658e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 12245 members 
Mstep: Class 5 contains 122986 members 
Mstep: Class 6 contains 164456 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 41650 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 21454 members 
Mstep: Class 11 contains 122722 members 
Mstep: Class 12 contains 43589 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 18712 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 124163 members 
Mstep: Class 18 contains 170306 members 
Mstep: Class 19 contains 74801 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 6194 members 
Mstep: Class 24 contains 19213 members 
Mstep: Class 25 contains 15344 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 14625 members 
Mstep: Class 28 contains 34164 members 
Mstep: Class 29 contains 55251 members 
Mstep: Class 30 contains 5803 members 
Mstep: Class 31 contains 17712 members 
Mstep: Class 32 contains 101124 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 15069 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 126438 members 
Mstep: Class 37 contains 3717 members 
Mstep: Class 38 contains 8937 members 
Mstep: Class 39 contains 4324 members 
Mstep: Class 40 contains 5115 members 
Mstep: Class 41 contains 2626 members 
Mstep: Class 42 contains 1665 members 
Mstep: Class 43 contains 1216 members 
Mstep: Class 44 contains 144603 members 
Mstep: Class 45 contains 100395 members 
Mstep: Class 46 contains 4996 members 
Mstep: Class 47 contains 6934 members 
Mstep: Class 48 contains 5173 members 
Mstep: Class 49 contains 1786 members 
Mstep: Class 50 contains 5232 members 
Mstep: Class 51 contains 6466 members 
Mstep: Class 52 contains 20096 members 
Mstep: Class 53 contains 18957 members 
Mstep: Class 54 contains 1757 members 
Mstep: Class 55 contains 11539 members 
Mstep: Class 56 contains 5000 members 
Mstep: Class 57 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765808.000000 Penalty: 203441.640625
Iteration 89Q: 58 clusters Score -1.507658e+08 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 122994 members 
Mstep: Class 6 contains 164417 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 41263 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 21514 members 
Mstep: Class 11 contains 122859 members 
Mstep: Class 12 contains 43642 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 4137 members 
Mstep: Class 15 contains 18698 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 123734 members 
Mstep: Class 18 contains 170293 members 
Mstep: Class 19 contains 75139 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 15623 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 19224 members 
Mstep: Class 25 contains 15358 members 
Mstep: Class 26 contains 21382 members 
Mstep: Class 27 contains 14943 members 
Mstep: Class 28 contains 34166 members 
Mstep: Class 29 contains 55148 members 
Mstep: Class 30 contains 5800 members 
Mstep: Class 31 contains 17691 members 
Mstep: Class 32 contains 101045 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 15015 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 125523 members 
Mstep: Class 37 contains 3733 members 
Mstep: Class 38 contains 8938 members 
Mstep: Class 39 contains 4334 members 
Mstep: Class 40 contains 5153 members 
Mstep: Class 41 contains 2632 members 
Mstep: Class 42 contains 1665 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 144777 members 
Mstep: Class 45 contains 100876 members 
Mstep: Class 46 contains 4998 members 
Mstep: Class 47 contains 6926 members 
Mstep: Class 48 contains 5166 members 
Mstep: Class 49 contains 1793 members 
Mstep: Class 50 contains 5187 members 
Mstep: Class 51 contains 6576 members 
Mstep: Class 52 contains 20098 members 
Mstep: Class 53 contains 18974 members 
Mstep: Class 54 contains 1758 members 
Mstep: Class 55 contains 11571 members 
Mstep: Class 56 contains 4992 members 
Mstep: Class 57 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765616.000000 Penalty: 203441.640625
Iteration 90Q: 58 clusters Score -1.507656e+08 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 12238 members 
Mstep: Class 5 contains 122998 members 
Mstep: Class 6 contains 164381 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 40919 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 21554 members 
Mstep: Class 11 contains 122999 members 
Mstep: Class 12 contains 43683 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 123346 members 
Mstep: Class 18 contains 170288 members 
Mstep: Class 19 contains 75540 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 15869 members 
Mstep: Class 23 contains 6199 members 
Mstep: Class 24 contains 19247 members 
Mstep: Class 25 contains 15363 members 
Mstep: Class 26 contains 21386 members 
Mstep: Class 27 contains 15200 members 
Mstep: Class 28 contains 34166 members 
Mstep: Class 29 contains 55053 members 
Mstep: Class 30 contains 5791 members 
Mstep: Class 31 contains 17662 members 
Mstep: Class 32 contains 100983 members 
Mstep: Class 33 contains 1714 members 
Mstep: Class 34 contains 14982 members 
Mstep: Class 35 contains 5371 members 
Mstep: Class 36 contains 124587 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 8940 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 5190 members 
Mstep: Class 41 contains 2642 members 
Mstep: Class 42 contains 1666 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 144902 members 
Mstep: Class 45 contains 101394 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 6911 members 
Mstep: Class 48 contains 5165 members 
Mstep: Class 49 contains 1805 members 
Mstep: Class 50 contains 5152 members 
Mstep: Class 51 contains 6659 members 
Mstep: Class 52 contains 20108 members 
Mstep: Class 53 contains 18989 members 
Mstep: Class 54 contains 1758 members 
Mstep: Class 55 contains 11589 members 
Mstep: Class 56 contains 4983 members 
Mstep: Class 57 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765616.000000 Penalty: 203441.640625
Iteration 91Q: 58 clusters Score -1.507656e+08 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 123001 members 
Mstep: Class 6 contains 164340 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 21596 members 
Mstep: Class 11 contains 123150 members 
Mstep: Class 12 contains 43710 members 
Mstep: Class 13 contains 4435 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 122989 members 
Mstep: Class 18 contains 170280 members 
Mstep: Class 19 contains 75949 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 16070 members 
Mstep: Class 23 contains 6199 members 
Mstep: Class 24 contains 19268 members 
Mstep: Class 25 contains 15386 members 
Mstep: Class 26 contains 21395 members 
Mstep: Class 27 contains 15417 members 
Mstep: Class 28 contains 34163 members 
Mstep: Class 29 contains 54966 members 
Mstep: Class 30 contains 5786 members 
Mstep: Class 31 contains 17634 members 
Mstep: Class 32 contains 100927 members 
Mstep: Class 33 contains 1712 members 
Mstep: Class 34 contains 14962 members 
Mstep: Class 35 contains 5369 members 
Mstep: Class 36 contains 123606 members 
Mstep: Class 37 contains 3758 members 
Mstep: Class 38 contains 8937 members 
Mstep: Class 39 contains 4350 members 
Mstep: Class 40 contains 5231 members 
Mstep: Class 41 contains 2644 members 
Mstep: Class 42 contains 1667 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 145054 members 
Mstep: Class 45 contains 101925 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 6901 members 
Mstep: Class 48 contains 5170 members 
Mstep: Class 49 contains 1815 members 
Mstep: Class 50 contains 5103 members 
Mstep: Class 51 contains 6725 members 
Mstep: Class 52 contains 20124 members 
Mstep: Class 53 contains 19006 members 
Mstep: Class 54 contains 1759 members 
Mstep: Class 55 contains 11605 members 
Mstep: Class 56 contains 4974 members 
Mstep: Class 57 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765024.000000 Penalty: 203441.640625
Iteration 92Q: 58 clusters Score -1.50765e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 123017 members 
Mstep: Class 6 contains 164301 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 40294 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 21623 members 
Mstep: Class 11 contains 123329 members 
Mstep: Class 12 contains 43725 members 
Mstep: Class 13 contains 4420 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 122602 members 
Mstep: Class 18 contains 170279 members 
Mstep: Class 19 contains 76430 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 16251 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 19272 members 
Mstep: Class 25 contains 15401 members 
Mstep: Class 26 contains 21399 members 
Mstep: Class 27 contains 15595 members 
Mstep: Class 28 contains 34156 members 
Mstep: Class 29 contains 54879 members 
Mstep: Class 30 contains 5782 members 
Mstep: Class 31 contains 17609 members 
Mstep: Class 32 contains 100876 members 
Mstep: Class 33 contains 1710 members 
Mstep: Class 34 contains 14927 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 122559 members 
Mstep: Class 37 contains 3768 members 
Mstep: Class 38 contains 8936 members 
Mstep: Class 39 contains 4361 members 
Mstep: Class 40 contains 5266 members 
Mstep: Class 41 contains 2648 members 
Mstep: Class 42 contains 1669 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 145229 members 
Mstep: Class 45 contains 102499 members 
Mstep: Class 46 contains 4998 members 
Mstep: Class 47 contains 6887 members 
Mstep: Class 48 contains 5173 members 
Mstep: Class 49 contains 1826 members 
Mstep: Class 50 contains 5064 members 
Mstep: Class 51 contains 6793 members 
Mstep: Class 52 contains 20139 members 
Mstep: Class 53 contains 19019 members 
Mstep: Class 54 contains 1760 members 
Mstep: Class 55 contains 11628 members 
Mstep: Class 56 contains 4986 members 
Mstep: Class 57 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764608.000000 Penalty: 203441.640625
Iteration 93Q: 58 clusters Score -1.507646e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 123027 members 
Mstep: Class 6 contains 164260 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 40031 members 
Mstep: Class 9 contains 7618 members 
Mstep: Class 10 contains 21656 members 
Mstep: Class 11 contains 123483 members 
Mstep: Class 12 contains 43744 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 4138 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 122300 members 
Mstep: Class 18 contains 170277 members 
Mstep: Class 19 contains 76957 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 16377 members 
Mstep: Class 23 contains 6203 members 
Mstep: Class 24 contains 19292 members 
Mstep: Class 25 contains 15420 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 15767 members 
Mstep: Class 28 contains 34152 members 
Mstep: Class 29 contains 54803 members 
Mstep: Class 30 contains 5783 members 
Mstep: Class 31 contains 17604 members 
Mstep: Class 32 contains 100843 members 
Mstep: Class 33 contains 1706 members 
Mstep: Class 34 contains 14898 members 
Mstep: Class 35 contains 5366 members 
Mstep: Class 36 contains 121420 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 8937 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 5299 members 
Mstep: Class 41 contains 2649 members 
Mstep: Class 42 contains 1669 members 
Mstep: Class 43 contains 1218 members 
Mstep: Class 44 contains 145306 members 
Mstep: Class 45 contains 103116 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 6866 members 
Mstep: Class 48 contains 5173 members 
Mstep: Class 49 contains 1851 members 
Mstep: Class 50 contains 5022 members 
Mstep: Class 51 contains 6842 members 
Mstep: Class 52 contains 20152 members 
Mstep: Class 53 contains 19028 members 
Mstep: Class 54 contains 1759 members 
Mstep: Class 55 contains 11646 members 
Mstep: Class 56 contains 5015 members 
Mstep: Class 57 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763936.000000 Penalty: 203441.640625
Iteration 94Q: 58 clusters Score -1.507639e+08 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 123036 members 
Mstep: Class 6 contains 164207 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 39827 members 
Mstep: Class 9 contains 7619 members 
Mstep: Class 10 contains 21713 members 
Mstep: Class 11 contains 123626 members 
Mstep: Class 12 contains 43748 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 4138 members 
Mstep: Class 15 contains 18686 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 122030 members 
Mstep: Class 18 contains 170278 members 
Mstep: Class 19 contains 77524 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 16481 members 
Mstep: Class 23 contains 6206 members 
Mstep: Class 24 contains 19317 members 
Mstep: Class 25 contains 15434 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 15907 members 
Mstep: Class 28 contains 34146 members 
Mstep: Class 29 contains 54739 members 
Mstep: Class 30 contains 5783 members 
Mstep: Class 31 contains 17600 members 
Mstep: Class 32 contains 100807 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 14860 members 
Mstep: Class 35 contains 5363 members 
Mstep: Class 36 contains 120296 members 
Mstep: Class 37 contains 3786 members 
Mstep: Class 38 contains 8937 members 
Mstep: Class 39 contains 4385 members 
Mstep: Class 40 contains 5326 members 
Mstep: Class 41 contains 2650 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 145289 members 
Mstep: Class 45 contains 103769 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6822 members 
Mstep: Class 48 contains 5173 members 
Mstep: Class 49 contains 1902 members 
Mstep: Class 50 contains 4989 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 20164 members 
Mstep: Class 53 contains 19039 members 
Mstep: Class 54 contains 1761 members 
Mstep: Class 55 contains 11668 members 
Mstep: Class 56 contains 5021 members 
Mstep: Class 57 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763760.000000 Penalty: 203441.640625
Iteration 95Q: 58 clusters Score -1.507638e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 123037 members 
Mstep: Class 6 contains 164171 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 39638 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 21751 members 
Mstep: Class 11 contains 123752 members 
Mstep: Class 12 contains 43755 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 4139 members 
Mstep: Class 15 contains 18686 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 121923 members 
Mstep: Class 18 contains 170277 members 
Mstep: Class 19 contains 78111 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 6209 members 
Mstep: Class 24 contains 19345 members 
Mstep: Class 25 contains 15444 members 
Mstep: Class 26 contains 21404 members 
Mstep: Class 27 contains 16055 members 
Mstep: Class 28 contains 34145 members 
Mstep: Class 29 contains 54677 members 
Mstep: Class 30 contains 5777 members 
Mstep: Class 31 contains 17595 members 
Mstep: Class 32 contains 100782 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 14846 members 
Mstep: Class 35 contains 5360 members 
Mstep: Class 36 contains 119275 members 
Mstep: Class 37 contains 3797 members 
Mstep: Class 38 contains 8937 members 
Mstep: Class 39 contains 4394 members 
Mstep: Class 40 contains 5350 members 
Mstep: Class 41 contains 2653 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 145094 members 
Mstep: Class 45 contains 104295 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6781 members 
Mstep: Class 48 contains 5173 members 
Mstep: Class 49 contains 1958 members 
Mstep: Class 50 contains 4961 members 
Mstep: Class 51 contains 6955 members 
Mstep: Class 52 contains 20174 members 
Mstep: Class 53 contains 19044 members 
Mstep: Class 54 contains 1763 members 
Mstep: Class 55 contains 11685 members 
Mstep: Class 56 contains 5040 members 
Mstep: Class 57 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763328.000000 Penalty: 203441.640625
Iteration 96Q: 58 clusters Score -1.507633e+08 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 123042 members 
Mstep: Class 6 contains 164132 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 39483 members 
Mstep: Class 9 contains 7620 members 
Mstep: Class 10 contains 21781 members 
Mstep: Class 11 contains 123879 members 
Mstep: Class 12 contains 43768 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 121855 members 
Mstep: Class 18 contains 170277 members 
Mstep: Class 19 contains 78778 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 16639 members 
Mstep: Class 23 contains 6212 members 
Mstep: Class 24 contains 19370 members 
Mstep: Class 25 contains 15440 members 
Mstep: Class 26 contains 21405 members 
Mstep: Class 27 contains 16173 members 
Mstep: Class 28 contains 34144 members 
Mstep: Class 29 contains 54602 members 
Mstep: Class 30 contains 5770 members 
Mstep: Class 31 contains 17593 members 
Mstep: Class 32 contains 100736 members 
Mstep: Class 33 contains 1698 members 
Mstep: Class 34 contains 14818 members 
Mstep: Class 35 contains 5360 members 
Mstep: Class 36 contains 118377 members 
Mstep: Class 37 contains 3806 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 4399 members 
Mstep: Class 40 contains 5367 members 
Mstep: Class 41 contains 2661 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 144820 members 
Mstep: Class 45 contains 104727 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6754 members 
Mstep: Class 48 contains 5175 members 
Mstep: Class 49 contains 1995 members 
Mstep: Class 50 contains 4930 members 
Mstep: Class 51 contains 7024 members 
Mstep: Class 52 contains 20184 members 
Mstep: Class 53 contains 19052 members 
Mstep: Class 54 contains 1767 members 
Mstep: Class 55 contains 11702 members 
Mstep: Class 56 contains 5046 members 
Mstep: Class 57 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763040.000000 Penalty: 203441.640625
Iteration 97Q: 58 clusters Score -1.50763e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 123044 members 
Mstep: Class 6 contains 164101 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 39347 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 21808 members 
Mstep: Class 11 contains 124004 members 
Mstep: Class 12 contains 43777 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 121855 members 
Mstep: Class 18 contains 170275 members 
Mstep: Class 19 contains 79443 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 16708 members 
Mstep: Class 23 contains 6213 members 
Mstep: Class 24 contains 19380 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 21405 members 
Mstep: Class 27 contains 16256 members 
Mstep: Class 28 contains 34139 members 
Mstep: Class 29 contains 54538 members 
Mstep: Class 30 contains 5762 members 
Mstep: Class 31 contains 17588 members 
Mstep: Class 32 contains 100695 members 
Mstep: Class 33 contains 1698 members 
Mstep: Class 34 contains 14795 members 
Mstep: Class 35 contains 5360 members 
Mstep: Class 36 contains 117549 members 
Mstep: Class 37 contains 3812 members 
Mstep: Class 38 contains 8934 members 
Mstep: Class 39 contains 4410 members 
Mstep: Class 40 contains 5390 members 
Mstep: Class 41 contains 2662 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 144503 members 
Mstep: Class 45 contains 105086 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6730 members 
Mstep: Class 48 contains 5177 members 
Mstep: Class 49 contains 2020 members 
Mstep: Class 50 contains 4909 members 
Mstep: Class 51 contains 7073 members 
Mstep: Class 52 contains 20193 members 
Mstep: Class 53 contains 19072 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 11719 members 
Mstep: Class 56 contains 5057 members 
Mstep: Class 57 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763024.000000 Penalty: 203441.640625
Iteration 98Q: 58 clusters Score -1.50763e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4351 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 123050 members 
Mstep: Class 6 contains 164072 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 39230 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 21812 members 
Mstep: Class 11 contains 124106 members 
Mstep: Class 12 contains 43782 members 
Mstep: Class 13 contains 4386 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 121929 members 
Mstep: Class 18 contains 170275 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16779 members 
Mstep: Class 23 contains 6213 members 
Mstep: Class 24 contains 19383 members 
Mstep: Class 25 contains 15443 members 
Mstep: Class 26 contains 21405 members 
Mstep: Class 27 contains 16338 members 
Mstep: Class 28 contains 34135 members 
Mstep: Class 29 contains 54483 members 
Mstep: Class 30 contains 5758 members 
Mstep: Class 31 contains 17579 members 
Mstep: Class 32 contains 100642 members 
Mstep: Class 33 contains 1699 members 
Mstep: Class 34 contains 14781 members 
Mstep: Class 35 contains 5357 members 
Mstep: Class 36 contains 116830 members 
Mstep: Class 37 contains 3816 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 4417 members 
Mstep: Class 40 contains 5404 members 
Mstep: Class 41 contains 2663 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 1217 members 
Mstep: Class 44 contains 144142 members 
Mstep: Class 45 contains 105317 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6710 members 
Mstep: Class 48 contains 5178 members 
Mstep: Class 49 contains 2039 members 
Mstep: Class 50 contains 4885 members 
Mstep: Class 51 contains 7129 members 
Mstep: Class 52 contains 20202 members 
Mstep: Class 53 contains 19086 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 11737 members 
Mstep: Class 56 contains 5072 members 
Mstep: Class 57 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762560.000000 Penalty: 203441.640625
Iteration 99Q: 58 clusters Score -1.507626e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 123042 members 
Mstep: Class 6 contains 164054 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 39129 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 21818 members 
Mstep: Class 11 contains 124196 members 
Mstep: Class 12 contains 43796 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 122043 members 
Mstep: Class 18 contains 170275 members 
Mstep: Class 19 contains 80848 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 16838 members 
Mstep: Class 23 contains 6213 members 
Mstep: Class 24 contains 19382 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 21405 members 
Mstep: Class 27 contains 16426 members 
Mstep: Class 28 contains 34132 members 
Mstep: Class 29 contains 54435 members 
Mstep: Class 30 contains 5752 members 
Mstep: Class 31 contains 17572 members 
Mstep: Class 32 contains 100598 members 
Mstep: Class 33 contains 1697 members 
Mstep: Class 34 contains 14757 members 
Mstep: Class 35 contains 5356 members 
Mstep: Class 36 contains 116159 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 4421 members 
Mstep: Class 40 contains 5419 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 1218 members 
Mstep: Class 44 contains 143759 members 
Mstep: Class 45 contains 105435 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6697 members 
Mstep: Class 48 contains 5180 members 
Mstep: Class 49 contains 2047 members 
Mstep: Class 50 contains 4870 members 
Mstep: Class 51 contains 7176 members 
Mstep: Class 52 contains 20212 members 
Mstep: Class 53 contains 19102 members 
Mstep: Class 54 contains 1770 members 
Mstep: Class 55 contains 11752 members 
Mstep: Class 56 contains 5077 members 
Mstep: Class 57 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762752.000000 Penalty: 203441.640625
Iteration 100F: 58 clusters Score -1.507628e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123042 members 
Mstep: Class 6 contains 164029 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 39030 members 
Mstep: Class 9 contains 7627 members 
Mstep: Class 10 contains 21842 members 
Mstep: Class 11 contains 124271 members 
Mstep: Class 12 contains 43804 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18691 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 122186 members 
Mstep: Class 18 contains 170275 members 
Mstep: Class 19 contains 81564 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 16887 members 
Mstep: Class 23 contains 6212 members 
Mstep: Class 24 contains 19384 members 
Mstep: Class 25 contains 15432 members 
Mstep: Class 26 contains 21404 members 
Mstep: Class 27 contains 16481 members 
Mstep: Class 28 contains 34121 members 
Mstep: Class 29 contains 54403 members 
Mstep: Class 30 contains 5749 members 
Mstep: Class 31 contains 17568 members 
Mstep: Class 32 contains 100556 members 
Mstep: Class 33 contains 1706 members 
Mstep: Class 34 contains 14727 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 115523 members 
Mstep: Class 37 contains 3828 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 4427 members 
Mstep: Class 40 contains 5431 members 
Mstep: Class 41 contains 2656 members 
Mstep: Class 42 contains 1680 members 
Mstep: Class 43 contains 1215 members 
Mstep: Class 44 contains 143373 members 
Mstep: Class 45 contains 105501 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6657 members 
Mstep: Class 48 contains 5180 members 
Mstep: Class 49 contains 2101 members 
Mstep: Class 50 contains 4892 members 
Mstep: Class 51 contains 7228 members 
Mstep: Class 52 contains 20218 members 
Mstep: Class 53 contains 19117 members 
Mstep: Class 54 contains 1780 members 
Mstep: Class 55 contains 11770 members 
Mstep: Class 56 contains 5097 members 
Mstep: Class 57 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763120.000000 Penalty: 203441.640625
Iteration 101Q: 58 clusters Score -1.507631e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 123044 members 
Mstep: Class 6 contains 164008 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 38936 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 21858 members 
Mstep: Class 11 contains 124330 members 
Mstep: Class 12 contains 43805 members 
Mstep: Class 13 contains 4340 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18692 members 
Mstep: Class 16 contains 857 members 
Mstep: Class 17 contains 122327 members 
Mstep: Class 18 contains 170275 members 
Mstep: Class 19 contains 82274 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2469 members 
Mstep: Class 22 contains 16945 members 
Mstep: Class 23 contains 6211 members 
Mstep: Class 24 contains 19389 members 
Mstep: Class 25 contains 15437 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 16557 members 
Mstep: Class 28 contains 34110 members 
Mstep: Class 29 contains 54377 members 
Mstep: Class 30 contains 5746 members 
Mstep: Class 31 contains 17560 members 
Mstep: Class 32 contains 100529 members 
Mstep: Class 33 contains 1711 members 
Mstep: Class 34 contains 14703 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 114948 members 
Mstep: Class 37 contains 3833 members 
Mstep: Class 38 contains 8933 members 
Mstep: Class 39 contains 4432 members 
Mstep: Class 40 contains 5443 members 
Mstep: Class 41 contains 2643 members 
Mstep: Class 42 contains 1688 members 
Mstep: Class 43 contains 1213 members 
Mstep: Class 44 contains 143011 members 
Mstep: Class 45 contains 105516 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6617 members 
Mstep: Class 48 contains 5180 members 
Mstep: Class 49 contains 2134 members 
Mstep: Class 50 contains 4869 members 
Mstep: Class 51 contains 7264 members 
Mstep: Class 52 contains 20225 members 
Mstep: Class 53 contains 19128 members 
Mstep: Class 54 contains 1783 members 
Mstep: Class 55 contains 11783 members 
Mstep: Class 56 contains 5112 members 
Mstep: Class 57 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763520.000000 Penalty: 203441.640625
Iteration 102Q: 58 clusters Score -1.507635e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 123045 members 
Mstep: Class 6 contains 163977 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21876 members 
Mstep: Class 11 contains 124393 members 
Mstep: Class 12 contains 43813 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 18693 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 122534 members 
Mstep: Class 18 contains 170273 members 
Mstep: Class 19 contains 82943 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 16983 members 
Mstep: Class 23 contains 6210 members 
Mstep: Class 24 contains 19377 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 34102 members 
Mstep: Class 29 contains 54355 members 
Mstep: Class 30 contains 5743 members 
Mstep: Class 31 contains 17554 members 
Mstep: Class 32 contains 100517 members 
Mstep: Class 33 contains 1709 members 
Mstep: Class 34 contains 14669 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 114430 members 
Mstep: Class 37 contains 3837 members 
Mstep: Class 38 contains 8933 members 
Mstep: Class 39 contains 4438 members 
Mstep: Class 40 contains 5460 members 
Mstep: Class 41 contains 2630 members 
Mstep: Class 42 contains 1689 members 
Mstep: Class 43 contains 1214 members 
Mstep: Class 44 contains 142594 members 
Mstep: Class 45 contains 105494 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6596 members 
Mstep: Class 48 contains 5180 members 
Mstep: Class 49 contains 2156 members 
Mstep: Class 50 contains 4848 members 
Mstep: Class 51 contains 7290 members 
Mstep: Class 52 contains 20228 members 
Mstep: Class 53 contains 19137 members 
Mstep: Class 54 contains 1788 members 
Mstep: Class 55 contains 11799 members 
Mstep: Class 56 contains 5128 members 
Mstep: Class 57 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763920.000000 Penalty: 203441.640625
Iteration 103Q: 58 clusters Score -1.507639e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 123046 members 
Mstep: Class 6 contains 163945 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38816 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 10 contains 21877 members 
Mstep: Class 11 contains 124446 members 
Mstep: Class 12 contains 43818 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 18695 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 122795 members 
Mstep: Class 18 contains 170272 members 
Mstep: Class 19 contains 83587 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 17020 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 19380 members 
Mstep: Class 25 contains 15403 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 16682 members 
Mstep: Class 28 contains 34100 members 
Mstep: Class 29 contains 54333 members 
Mstep: Class 30 contains 5742 members 
Mstep: Class 31 contains 17554 members 
Mstep: Class 32 contains 100494 members 
Mstep: Class 33 contains 1707 members 
Mstep: Class 34 contains 14636 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 113940 members 
Mstep: Class 37 contains 3842 members 
Mstep: Class 38 contains 8934 members 
Mstep: Class 39 contains 4445 members 
Mstep: Class 40 contains 5484 members 
Mstep: Class 41 contains 2621 members 
Mstep: Class 42 contains 1687 members 
Mstep: Class 43 contains 1211 members 
Mstep: Class 44 contains 142187 members 
Mstep: Class 45 contains 105446 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6584 members 
Mstep: Class 48 contains 5179 members 
Mstep: Class 49 contains 2159 members 
Mstep: Class 50 contains 4840 members 
Mstep: Class 51 contains 7325 members 
Mstep: Class 52 contains 20232 members 
Mstep: Class 53 contains 19146 members 
Mstep: Class 54 contains 1791 members 
Mstep: Class 55 contains 11817 members 
Mstep: Class 56 contains 5135 members 
Mstep: Class 57 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764288.000000 Penalty: 203441.640625
Iteration 104Q: 58 clusters Score -1.507643e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 123045 members 
Mstep: Class 6 contains 163926 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 38762 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21878 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 43820 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 15 contains 18694 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 123089 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 84198 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 17061 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 19365 members 
Mstep: Class 25 contains 15391 members 
Mstep: Class 26 contains 21403 members 
Mstep: Class 27 contains 16726 members 
Mstep: Class 28 contains 34094 members 
Mstep: Class 29 contains 54303 members 
Mstep: Class 30 contains 5741 members 
Mstep: Class 31 contains 17560 members 
Mstep: Class 32 contains 100458 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 14593 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 113488 members 
Mstep: Class 37 contains 3842 members 
Mstep: Class 38 contains 8934 members 
Mstep: Class 39 contains 4449 members 
Mstep: Class 40 contains 5489 members 
Mstep: Class 41 contains 2617 members 
Mstep: Class 42 contains 1685 members 
Mstep: Class 43 contains 1211 members 
Mstep: Class 44 contains 141788 members 
Mstep: Class 45 contains 105379 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6580 members 
Mstep: Class 48 contains 5179 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4826 members 
Mstep: Class 51 contains 7363 members 
Mstep: Class 52 contains 20233 members 
Mstep: Class 53 contains 19156 members 
Mstep: Class 54 contains 1794 members 
Mstep: Class 55 contains 11842 members 
Mstep: Class 56 contains 5140 members 
Mstep: Class 57 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764640.000000 Penalty: 203441.640625
Iteration 105Q: 58 clusters Score -1.507646e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 123040 members 
Mstep: Class 6 contains 163908 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 38698 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21868 members 
Mstep: Class 11 contains 124561 members 
Mstep: Class 12 contains 43821 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 18697 members 
Mstep: Class 16 contains 811 members 
Mstep: Class 17 contains 123420 members 
Mstep: Class 18 contains 170271 members 
Mstep: Class 19 contains 84730 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 17101 members 
Mstep: Class 23 contains 6206 members 
Mstep: Class 24 contains 19360 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 16753 members 
Mstep: Class 28 contains 34095 members 
Mstep: Class 29 contains 54283 members 
Mstep: Class 30 contains 5738 members 
Mstep: Class 31 contains 17561 members 
Mstep: Class 32 contains 100441 members 
Mstep: Class 33 contains 1702 members 
Mstep: Class 34 contains 14555 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 113090 members 
Mstep: Class 37 contains 3847 members 
Mstep: Class 38 contains 8934 members 
Mstep: Class 39 contains 4452 members 
Mstep: Class 40 contains 5503 members 
Mstep: Class 41 contains 2614 members 
Mstep: Class 42 contains 1685 members 
Mstep: Class 43 contains 1212 members 
Mstep: Class 44 contains 141348 members 
Mstep: Class 45 contains 105345 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6578 members 
Mstep: Class 48 contains 5179 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4822 members 
Mstep: Class 51 contains 7387 members 
Mstep: Class 52 contains 20235 members 
Mstep: Class 53 contains 19165 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11861 members 
Mstep: Class 56 contains 5154 members 
Mstep: Class 57 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764432.000000 Penalty: 203441.640625
Iteration 106Q: 58 clusters Score -1.507644e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123044 members 
Mstep: Class 6 contains 163887 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 38647 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21854 members 
Mstep: Class 11 contains 124604 members 
Mstep: Class 12 contains 43823 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 18699 members 
Mstep: Class 16 contains 807 members 
Mstep: Class 17 contains 123720 members 
Mstep: Class 18 contains 170271 members 
Mstep: Class 19 contains 85266 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 17135 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 19347 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 16794 members 
Mstep: Class 28 contains 34095 members 
Mstep: Class 29 contains 54267 members 
Mstep: Class 30 contains 5736 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 100417 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 14535 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 112728 members 
Mstep: Class 37 contains 3850 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 4457 members 
Mstep: Class 40 contains 5515 members 
Mstep: Class 41 contains 2613 members 
Mstep: Class 42 contains 1686 members 
Mstep: Class 43 contains 1211 members 
Mstep: Class 44 contains 140900 members 
Mstep: Class 45 contains 105302 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6577 members 
Mstep: Class 48 contains 5180 members 
Mstep: Class 49 contains 2162 members 
Mstep: Class 50 contains 4804 members 
Mstep: Class 51 contains 7412 members 
Mstep: Class 52 contains 20236 members 
Mstep: Class 53 contains 19177 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11873 members 
Mstep: Class 56 contains 5160 members 
Mstep: Class 57 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765040.000000 Penalty: 203441.640625
Iteration 107Q: 58 clusters Score -1.50765e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123041 members 
Mstep: Class 6 contains 163864 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 38603 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21828 members 
Mstep: Class 11 contains 124650 members 
Mstep: Class 12 contains 43830 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 15 contains 18705 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 124052 members 
Mstep: Class 18 contains 170271 members 
Mstep: Class 19 contains 85696 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 6209 members 
Mstep: Class 24 contains 19339 members 
Mstep: Class 25 contains 15338 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 16845 members 
Mstep: Class 28 contains 34093 members 
Mstep: Class 29 contains 54250 members 
Mstep: Class 30 contains 5733 members 
Mstep: Class 31 contains 17557 members 
Mstep: Class 32 contains 100396 members 
Mstep: Class 33 contains 1698 members 
Mstep: Class 34 contains 14509 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 112395 members 
Mstep: Class 37 contains 3853 members 
Mstep: Class 38 contains 8934 members 
Mstep: Class 39 contains 4462 members 
Mstep: Class 40 contains 5524 members 
Mstep: Class 41 contains 2610 members 
Mstep: Class 42 contains 1690 members 
Mstep: Class 43 contains 1210 members 
Mstep: Class 44 contains 140480 members 
Mstep: Class 45 contains 105284 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 6576 members 
Mstep: Class 48 contains 5181 members 
Mstep: Class 49 contains 2161 members 
Mstep: Class 50 contains 4788 members 
Mstep: Class 51 contains 7448 members 
Mstep: Class 52 contains 20236 members 
Mstep: Class 53 contains 19184 members 
Mstep: Class 54 contains 1789 members 
Mstep: Class 55 contains 11893 members 
Mstep: Class 56 contains 5166 members 
Mstep: Class 57 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765440.000000 Penalty: 203441.640625
Iteration 108Q: 58 clusters Score -1.507654e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123041 members 
Mstep: Class 6 contains 163837 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 38559 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21806 members 
Mstep: Class 11 contains 124706 members 
Mstep: Class 12 contains 43831 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 18707 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 124359 members 
Mstep: Class 18 contains 170271 members 
Mstep: Class 19 contains 86073 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 17181 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 19335 members 
Mstep: Class 25 contains 15324 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 16889 members 
Mstep: Class 28 contains 34090 members 
Mstep: Class 29 contains 54239 members 
Mstep: Class 30 contains 5733 members 
Mstep: Class 31 contains 17553 members 
Mstep: Class 32 contains 100372 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 14490 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 112094 members 
Mstep: Class 37 contains 3856 members 
Mstep: Class 38 contains 8934 members 
Mstep: Class 39 contains 4466 members 
Mstep: Class 40 contains 5530 members 
Mstep: Class 41 contains 2602 members 
Mstep: Class 42 contains 1692 members 
Mstep: Class 43 contains 1209 members 
Mstep: Class 44 contains 140102 members 
Mstep: Class 45 contains 105265 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6574 members 
Mstep: Class 48 contains 5179 members 
Mstep: Class 49 contains 2160 members 
Mstep: Class 50 contains 4772 members 
Mstep: Class 51 contains 7481 members 
Mstep: Class 52 contains 20239 members 
Mstep: Class 53 contains 19196 members 
Mstep: Class 54 contains 1789 members 
Mstep: Class 55 contains 11908 members 
Mstep: Class 56 contains 5175 members 
Mstep: Class 57 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765376.000000 Penalty: 203441.640625
Iteration 109Q: 58 clusters Score -1.507654e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123037 members 
Mstep: Class 6 contains 163814 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 38519 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 124750 members 
Mstep: Class 12 contains 43837 members 
Mstep: Class 13 contains 4319 members 
Mstep: Class 14 contains 4148 members 
Mstep: Class 15 contains 18708 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 124697 members 
Mstep: Class 18 contains 170271 members 
Mstep: Class 19 contains 86394 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 17194 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19326 members 
Mstep: Class 25 contains 15311 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 16929 members 
Mstep: Class 28 contains 34088 members 
Mstep: Class 29 contains 54230 members 
Mstep: Class 30 contains 5729 members 
Mstep: Class 31 contains 17553 members 
Mstep: Class 32 contains 100339 members 
Mstep: Class 33 contains 1696 members 
Mstep: Class 34 contains 14472 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 111829 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 8933 members 
Mstep: Class 39 contains 4469 members 
Mstep: Class 40 contains 5535 members 
Mstep: Class 41 contains 2599 members 
Mstep: Class 42 contains 1697 members 
Mstep: Class 43 contains 1209 members 
Mstep: Class 44 contains 139729 members 
Mstep: Class 45 contains 105228 members 
Mstep: Class 46 contains 4999 members 
Mstep: Class 47 contains 6570 members 
Mstep: Class 48 contains 5180 members 
Mstep: Class 49 contains 2162 members 
Mstep: Class 50 contains 4756 members 
Mstep: Class 51 contains 7514 members 
Mstep: Class 52 contains 20239 members 
Mstep: Class 53 contains 19211 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11916 members 
Mstep: Class 56 contains 5194 members 
Mstep: Class 57 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765424.000000 Penalty: 203441.640625
Iteration 110Q: 58 clusters Score -1.507654e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123034 members 
Mstep: Class 6 contains 163793 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38500 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21765 members 
Mstep: Class 11 contains 124777 members 
Mstep: Class 12 contains 43841 members 
Mstep: Class 13 contains 4305 members 
Mstep: Class 14 contains 4147 members 
Mstep: Class 15 contains 18710 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 125032 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 86682 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17206 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 19314 members 
Mstep: Class 25 contains 15306 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 16953 members 
Mstep: Class 28 contains 34088 members 
Mstep: Class 29 contains 54222 members 
Mstep: Class 30 contains 5728 members 
Mstep: Class 31 contains 17552 members 
Mstep: Class 32 contains 100314 members 
Mstep: Class 33 contains 1695 members 
Mstep: Class 34 contains 14453 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 111605 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 8933 members 
Mstep: Class 39 contains 4475 members 
Mstep: Class 40 contains 5543 members 
Mstep: Class 41 contains 2598 members 
Mstep: Class 42 contains 1699 members 
Mstep: Class 43 contains 1209 members 
Mstep: Class 44 contains 139352 members 
Mstep: Class 45 contains 105208 members 
Mstep: Class 46 contains 4999 members 
Mstep: Class 47 contains 6569 members 
Mstep: Class 48 contains 5179 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 4745 members 
Mstep: Class 51 contains 7552 members 
Mstep: Class 52 contains 20241 members 
Mstep: Class 53 contains 19220 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11925 members 
Mstep: Class 56 contains 5209 members 
Mstep: Class 57 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765568.000000 Penalty: 203441.640625
Iteration 111Q: 58 clusters Score -1.507656e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 4595 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123033 members 
Mstep: Class 6 contains 163773 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38482 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21733 members 
Mstep: Class 11 contains 124799 members 
Mstep: Class 12 contains 43844 members 
Mstep: Class 13 contains 4287 members 
Mstep: Class 14 contains 4146 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 799 members 
Mstep: Class 17 contains 125372 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 86970 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 17211 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 19307 members 
Mstep: Class 25 contains 15301 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 16981 members 
Mstep: Class 28 contains 34086 members 
Mstep: Class 29 contains 54216 members 
Mstep: Class 30 contains 5728 members 
Mstep: Class 31 contains 17551 members 
Mstep: Class 32 contains 100286 members 
Mstep: Class 33 contains 1692 members 
Mstep: Class 34 contains 14426 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 111442 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 8933 members 
Mstep: Class 39 contains 4483 members 
Mstep: Class 40 contains 5554 members 
Mstep: Class 41 contains 2591 members 
Mstep: Class 42 contains 1703 members 
Mstep: Class 43 contains 1209 members 
Mstep: Class 44 contains 138985 members 
Mstep: Class 45 contains 105127 members 
Mstep: Class 46 contains 4999 members 
Mstep: Class 47 contains 6570 members 
Mstep: Class 48 contains 5176 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 4736 members 
Mstep: Class 51 contains 7588 members 
Mstep: Class 52 contains 20241 members 
Mstep: Class 53 contains 19231 members 
Mstep: Class 54 contains 1791 members 
Mstep: Class 55 contains 11936 members 
Mstep: Class 56 contains 5217 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765936.000000 Penalty: 203441.640625
Iteration 112Q: 58 clusters Score -1.507659e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4602 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123027 members 
Mstep: Class 6 contains 163769 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38464 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21709 members 
Mstep: Class 11 contains 124819 members 
Mstep: Class 12 contains 43852 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 18720 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 125707 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 87210 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17214 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19297 members 
Mstep: Class 25 contains 15293 members 
Mstep: Class 26 contains 21402 members 
Mstep: Class 27 contains 17000 members 
Mstep: Class 28 contains 34081 members 
Mstep: Class 29 contains 54207 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 17552 members 
Mstep: Class 32 contains 100261 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 14415 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 111277 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 8935 members 
Mstep: Class 39 contains 4491 members 
Mstep: Class 40 contains 5572 members 
Mstep: Class 41 contains 2581 members 
Mstep: Class 42 contains 1710 members 
Mstep: Class 43 contains 1207 members 
Mstep: Class 44 contains 138634 members 
Mstep: Class 45 contains 105076 members 
Mstep: Class 46 contains 4999 members 
Mstep: Class 47 contains 6569 members 
Mstep: Class 48 contains 5176 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 4722 members 
Mstep: Class 51 contains 7620 members 
Mstep: Class 52 contains 20239 members 
Mstep: Class 53 contains 19244 members 
Mstep: Class 54 contains 1791 members 
Mstep: Class 55 contains 11940 members 
Mstep: Class 56 contains 5221 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766320.000000 Penalty: 203441.640625
Iteration 113Q: 58 clusters Score -1.507663e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123023 members 
Mstep: Class 6 contains 163747 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38446 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21700 members 
Mstep: Class 11 contains 124846 members 
Mstep: Class 12 contains 43858 members 
Mstep: Class 13 contains 4271 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 18719 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 126000 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 87445 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17222 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19289 members 
Mstep: Class 25 contains 15285 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 17008 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54201 members 
Mstep: Class 30 contains 5728 members 
Mstep: Class 31 contains 17553 members 
Mstep: Class 32 contains 100232 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 14397 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 111114 members 
Mstep: Class 37 contains 3863 members 
Mstep: Class 38 contains 8936 members 
Mstep: Class 39 contains 4497 members 
Mstep: Class 40 contains 5587 members 
Mstep: Class 41 contains 2567 members 
Mstep: Class 42 contains 1715 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 138346 members 
Mstep: Class 45 contains 105015 members 
Mstep: Class 46 contains 4999 members 
Mstep: Class 47 contains 6569 members 
Mstep: Class 48 contains 5176 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 4709 members 
Mstep: Class 51 contains 7656 members 
Mstep: Class 52 contains 20242 members 
Mstep: Class 53 contains 19254 members 
Mstep: Class 54 contains 1789 members 
Mstep: Class 55 contains 11946 members 
Mstep: Class 56 contains 5219 members 
Mstep: Class 57 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766512.000000 Penalty: 203441.640625
Iteration 114Q: 58 clusters Score -1.507665e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123020 members 
Mstep: Class 6 contains 163726 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38438 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21679 members 
Mstep: Class 11 contains 124867 members 
Mstep: Class 12 contains 43863 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 18717 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 126272 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 87657 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17229 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19276 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 17032 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54198 members 
Mstep: Class 30 contains 5726 members 
Mstep: Class 31 contains 17554 members 
Mstep: Class 32 contains 100198 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 14389 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110951 members 
Mstep: Class 37 contains 3865 members 
Mstep: Class 38 contains 8938 members 
Mstep: Class 39 contains 4503 members 
Mstep: Class 40 contains 5602 members 
Mstep: Class 41 contains 2567 members 
Mstep: Class 42 contains 1719 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 138032 members 
Mstep: Class 45 contains 104997 members 
Mstep: Class 46 contains 4998 members 
Mstep: Class 47 contains 6569 members 
Mstep: Class 48 contains 5176 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 4697 members 
Mstep: Class 51 contains 7688 members 
Mstep: Class 52 contains 20242 members 
Mstep: Class 53 contains 19269 members 
Mstep: Class 54 contains 1789 members 
Mstep: Class 55 contains 11953 members 
Mstep: Class 56 contains 5226 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766880.000000 Penalty: 203441.640625
Iteration 115Q: 58 clusters Score -1.507669e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 4640 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123021 members 
Mstep: Class 6 contains 163701 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38427 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21654 members 
Mstep: Class 11 contains 124891 members 
Mstep: Class 12 contains 43866 members 
Mstep: Class 13 contains 4260 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18717 members 
Mstep: Class 16 contains 790 members 
Mstep: Class 17 contains 126533 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 87865 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17240 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19261 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 17049 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 54193 members 
Mstep: Class 30 contains 5716 members 
Mstep: Class 31 contains 17556 members 
Mstep: Class 32 contains 100179 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 14371 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110810 members 
Mstep: Class 37 contains 3866 members 
Mstep: Class 38 contains 8940 members 
Mstep: Class 39 contains 4507 members 
Mstep: Class 40 contains 5614 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1722 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137758 members 
Mstep: Class 45 contains 104955 members 
Mstep: Class 46 contains 4999 members 
Mstep: Class 47 contains 6569 members 
Mstep: Class 48 contains 5175 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 4684 members 
Mstep: Class 51 contains 7713 members 
Mstep: Class 52 contains 20247 members 
Mstep: Class 53 contains 19284 members 
Mstep: Class 54 contains 1789 members 
Mstep: Class 55 contains 11964 members 
Mstep: Class 56 contains 5230 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767056.000000 Penalty: 203441.640625
Iteration 116Q: 58 clusters Score -1.507671e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4651 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123019 members 
Mstep: Class 6 contains 163688 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38419 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21627 members 
Mstep: Class 11 contains 124904 members 
Mstep: Class 12 contains 43868 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 789 members 
Mstep: Class 17 contains 126781 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 88054 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17250 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19252 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 21401 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 34084 members 
Mstep: Class 29 contains 54190 members 
Mstep: Class 30 contains 5704 members 
Mstep: Class 31 contains 17556 members 
Mstep: Class 32 contains 100162 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 14358 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110659 members 
Mstep: Class 37 contains 3871 members 
Mstep: Class 38 contains 8939 members 
Mstep: Class 39 contains 4511 members 
Mstep: Class 40 contains 5627 members 
Mstep: Class 41 contains 2588 members 
Mstep: Class 42 contains 1724 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137542 members 
Mstep: Class 45 contains 104915 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6567 members 
Mstep: Class 48 contains 5175 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4670 members 
Mstep: Class 51 contains 7736 members 
Mstep: Class 52 contains 20252 members 
Mstep: Class 53 contains 19296 members 
Mstep: Class 54 contains 1789 members 
Mstep: Class 55 contains 11968 members 
Mstep: Class 56 contains 5233 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767280.000000 Penalty: 203441.640625
Iteration 117Q: 58 clusters Score -1.507673e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 123019 members 
Mstep: Class 6 contains 163674 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38411 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21622 members 
Mstep: Class 11 contains 124921 members 
Mstep: Class 12 contains 43869 members 
Mstep: Class 13 contains 4234 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 786 members 
Mstep: Class 17 contains 126974 members 
Mstep: Class 18 contains 170270 members 
Mstep: Class 19 contains 88232 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17258 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15239 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 17055 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54184 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 17555 members 
Mstep: Class 32 contains 100142 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 14345 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110529 members 
Mstep: Class 37 contains 3876 members 
Mstep: Class 38 contains 8940 members 
Mstep: Class 39 contains 4511 members 
Mstep: Class 40 contains 5642 members 
Mstep: Class 41 contains 2597 members 
Mstep: Class 42 contains 1725 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137344 members 
Mstep: Class 45 contains 104862 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6565 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4659 members 
Mstep: Class 51 contains 7764 members 
Mstep: Class 52 contains 20256 members 
Mstep: Class 53 contains 19306 members 
Mstep: Class 54 contains 1791 members 
Mstep: Class 55 contains 11969 members 
Mstep: Class 56 contains 5243 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767520.000000 Penalty: 203441.640625
Iteration 118Q: 58 clusters Score -1.507675e+08 nChanged 1302
Entering ConstructFrom: 
Score: -150767520.000000 Penalty: 203441.640625
Entering ConstructFrom: 
Trying to split cluster 1 (9287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Entering Unmasked Estep 
Score: -716820.437500 Penalty: 2265.819824
	Iteration 0F: 2 clusters Score -716820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -709702.375000 Penalty: 4531.639648
	Iteration 0F: 3 clusters Score -709702.4 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -711763.312500 Penalty: 4531.639648
	Iteration 1F: 3 clusters Score -711763.3 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -712295.937500 Penalty: 4531.639648
	Iteration 2F: 3 clusters Score -712295.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -712932.750000 Penalty: 4531.639648
	Iteration 3F: 3 clusters Score -712932.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -713634.812500 Penalty: 4531.639648
	Iteration 4F: 3 clusters Score -713634.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -714371.125000 Penalty: 4531.639648
	Iteration 5F: 3 clusters Score -714371.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -714912.687500 Penalty: 4531.639648
	Iteration 6F: 3 clusters Score -714912.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -715233.875000 Penalty: 4531.639648
	Iteration 7F: 3 clusters Score -715233.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -715461.500000 Penalty: 4531.639648
	Iteration 8Q: 3 clusters Score -715461.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -715599.500000 Penalty: 4531.639648
	Iteration 9Q: 3 clusters Score -715599.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -715674.562500 Penalty: 4531.639648
	Iteration 10Q: 3 clusters Score -715674.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -715720.562500 Penalty: 4531.639648
	Iteration 11Q: 3 clusters Score -715720.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -715752.187500 Penalty: 4531.639648
	Iteration 12Q: 3 clusters Score -715752.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -715775.437500 Penalty: 4531.639648
	Iteration 13Q: 3 clusters Score -715775.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -715804.250000 Penalty: 4531.639648
	Iteration 14Q: 3 clusters Score -715804.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -715822.750000 Penalty: 4531.639648
	Iteration 15Q: 3 clusters Score -715822.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -715839.500000 Penalty: 4531.639648
	Iteration 16Q: 3 clusters Score -715839.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -715849.687500 Penalty: 4531.639648
	Iteration 17Q: 3 clusters Score -715849.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -715855.812500 Penalty: 4531.639648
	Iteration 18Q: 3 clusters Score -715855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -715861.000000 Penalty: 4531.639648
	Iteration 19Q: 3 clusters Score -715861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -715868.062500 Penalty: 4531.639648
	Iteration 20F: 3 clusters Score -715868.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -715880.625000 Penalty: 4531.639648
	Iteration 21Q: 3 clusters Score -715880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -715888.437500 Penalty: 4531.639648
	Iteration 22Q: 3 clusters Score -715888.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -715896.812500 Penalty: 4531.639648
	Iteration 23Q: 3 clusters Score -715896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -715901.937500 Penalty: 4531.639648
	Iteration 24Q: 3 clusters Score -715901.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -715911.375000 Penalty: 4531.639648
	Iteration 25Q: 3 clusters Score -715911.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -715922.500000 Penalty: 4531.639648
	Iteration 26Q: 3 clusters Score -715922.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -715941.875000 Penalty: 4531.639648
	Iteration 27Q: 3 clusters Score -715941.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -715955.812500 Penalty: 4531.639648
	Iteration 28Q: 3 clusters Score -715955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -715967.062500 Penalty: 4531.639648
	Iteration 29Q: 3 clusters Score -715967.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -715970.062500 Penalty: 4531.639648
	Iteration 30Q: 3 clusters Score -715970.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -715977.125000 Penalty: 4531.639648
	Iteration 31Q: 3 clusters Score -715977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -715981.375000 Penalty: 4531.639648
	Iteration 32Q: 3 clusters Score -715981.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -715984.562500 Penalty: 4531.639648
	Iteration 33Q: 3 clusters Score -715984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -715991.375000 Penalty: 4531.639648
	Iteration 34Q: 3 clusters Score -715991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -715994.562500 Penalty: 4531.639648
	Iteration 35Q: 3 clusters Score -715994.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -715995.312500 Penalty: 4531.639648
	Iteration 36Q: 3 clusters Score -715995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -715998.312500 Penalty: 4531.639648
	Iteration 37Q: 3 clusters Score -715998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -715997.750000 Penalty: 4531.639648
	Iteration 38Q: 3 clusters Score -715997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -715999.375000 Penalty: 4531.639648
	Iteration 39Q: 3 clusters Score -715999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -716000.312500 Penalty: 4531.639648
	Iteration 40F: 3 clusters Score -716000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -715999.250000 Penalty: 4531.639648
	Iteration 41Q: 3 clusters Score -715999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -716000.812500 Penalty: 4531.639648
	Iteration 42Q: 3 clusters Score -716000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -716002.062500 Penalty: 4531.639648
	Iteration 43Q: 3 clusters Score -716002.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -716003.250000 Penalty: 4531.639648
	Iteration 44Q: 3 clusters Score -716003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -716003.875000 Penalty: 4531.639648
	Iteration 45Q: 3 clusters Score -716003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -716003.875000 Penalty: 4531.639648
	Iteration 46F: 3 clusters Score -716003.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -453708.500000 Penalty: 2156.817383
	Iteration 0F: 2 clusters Score -453708.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -448557.406250 Penalty: 4313.634766
	Iteration 0F: 3 clusters Score -448557.4 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -449819.093750 Penalty: 4313.634766
	Iteration 1F: 3 clusters Score -449819.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -450068.843750 Penalty: 4313.634766
	Iteration 2F: 3 clusters Score -450068.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -450228.343750 Penalty: 4313.634766
	Iteration 3F: 3 clusters Score -450228.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -450362.781250 Penalty: 4313.634766
	Iteration 4Q: 3 clusters Score -450362.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -450478.031250 Penalty: 4313.634766
	Iteration 5Q: 3 clusters Score -450478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -450605.062500 Penalty: 4313.634766
	Iteration 6Q: 3 clusters Score -450605.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -450735.656250 Penalty: 4313.634766
	Iteration 7Q: 3 clusters Score -450735.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -450888.281250 Penalty: 4313.634766
	Iteration 8Q: 3 clusters Score -450888.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -451034.750000 Penalty: 4313.634766
	Iteration 9Q: 3 clusters Score -451034.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -451206.781250 Penalty: 4313.634766
	Iteration 10Q: 3 clusters Score -451206.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -451372.875000 Penalty: 4313.634766
	Iteration 11Q: 3 clusters Score -451372.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -451500.468750 Penalty: 4313.634766
	Iteration 12Q: 3 clusters Score -451500.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -451613.562500 Penalty: 4313.634766
	Iteration 13Q: 3 clusters Score -451613.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -451728.406250 Penalty: 4313.634766
	Iteration 14Q: 3 clusters Score -451728.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -451815.000000 Penalty: 4313.634766
	Iteration 15Q: 3 clusters Score -451815 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -451906.343750 Penalty: 4313.634766
	Iteration 16Q: 3 clusters Score -451906.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -452002.437500 Penalty: 4313.634766
	Iteration 17Q: 3 clusters Score -452002.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -452085.812500 Penalty: 4313.634766
	Iteration 18Q: 3 clusters Score -452085.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -452163.406250 Penalty: 4313.634766
	Iteration 19Q: 3 clusters Score -452163.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -452229.531250 Penalty: 4313.634766
	Iteration 20F: 3 clusters Score -452229.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -452284.687500 Penalty: 4313.634766
	Iteration 21Q: 3 clusters Score -452284.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -452330.062500 Penalty: 4313.634766
	Iteration 22Q: 3 clusters Score -452330.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -452373.718750 Penalty: 4313.634766
	Iteration 23Q: 3 clusters Score -452373.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -452415.562500 Penalty: 4313.634766
	Iteration 24Q: 3 clusters Score -452415.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -452460.750000 Penalty: 4313.634766
	Iteration 25Q: 3 clusters Score -452460.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -452500.187500 Penalty: 4313.634766
	Iteration 26Q: 3 clusters Score -452500.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -452548.281250 Penalty: 4313.634766
	Iteration 27Q: 3 clusters Score -452548.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -452598.687500 Penalty: 4313.634766
	Iteration 28Q: 3 clusters Score -452598.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -452639.093750 Penalty: 4313.634766
	Iteration 29Q: 3 clusters Score -452639.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -452687.156250 Penalty: 4313.634766
	Iteration 30Q: 3 clusters Score -452687.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -452735.125000 Penalty: 4313.634766
	Iteration 31Q: 3 clusters Score -452735.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -452779.875000 Penalty: 4313.634766
	Iteration 32Q: 3 clusters Score -452779.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -452830.468750 Penalty: 4313.634766
	Iteration 33Q: 3 clusters Score -452830.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -452876.937500 Penalty: 4313.634766
	Iteration 34Q: 3 clusters Score -452876.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -452921.125000 Penalty: 4313.634766
	Iteration 35Q: 3 clusters Score -452921.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -452959.562500 Penalty: 4313.634766
	Iteration 36Q: 3 clusters Score -452959.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -452982.093750 Penalty: 4313.634766
	Iteration 37Q: 3 clusters Score -452982.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -453001.093750 Penalty: 4313.634766
	Iteration 38Q: 3 clusters Score -453001.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -453014.062500 Penalty: 4313.634766
	Iteration 39Q: 3 clusters Score -453014.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -453091.656250 Penalty: 4313.634766
	Iteration 40F: 3 clusters Score -453091.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -453153.500000 Penalty: 4313.634766
	Iteration 41Q: 3 clusters Score -453153.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -453197.843750 Penalty: 4313.634766
	Iteration 42Q: 3 clusters Score -453197.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -453222.937500 Penalty: 4313.634766
	Iteration 43Q: 3 clusters Score -453222.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -453238.875000 Penalty: 4313.634766
	Iteration 44Q: 3 clusters Score -453238.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -453252.218750 Penalty: 4313.634766
	Iteration 45Q: 3 clusters Score -453252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -453262.062500 Penalty: 4313.634766
	Iteration 46Q: 3 clusters Score -453262.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -453274.000000 Penalty: 4313.634766
	Iteration 47Q: 3 clusters Score -453274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -453282.625000 Penalty: 4313.634766
	Iteration 48Q: 3 clusters Score -453282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -453288.218750 Penalty: 4313.634766
	Iteration 49Q: 3 clusters Score -453288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -453291.843750 Penalty: 4313.634766
	Iteration 50Q: 3 clusters Score -453291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -453293.437500 Penalty: 4313.634766
	Iteration 51Q: 3 clusters Score -453293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -453296.656250 Penalty: 4313.634766
	Iteration 52Q: 3 clusters Score -453296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -453298.218750 Penalty: 4313.634766
	Iteration 53Q: 3 clusters Score -453298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -453299.218750 Penalty: 4313.634766
	Iteration 54Q: 3 clusters Score -453299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -453300.937500 Penalty: 4313.634766
	Iteration 55Q: 3 clusters Score -453300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -453301.843750 Penalty: 4313.634766
	Iteration 56Q: 3 clusters Score -453301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -453302.000000 Penalty: 4313.634766
	Iteration 57Q: 3 clusters Score -453302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -453302.281250 Penalty: 4313.634766
	Iteration 58Q: 3 clusters Score -453302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -453302.625000 Penalty: 4313.634766
	Iteration 59Q: 3 clusters Score -453302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -453302.843750 Penalty: 4313.634766
	Iteration 60F: 3 clusters Score -453302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -453303.156250 Penalty: 4313.634766
	Iteration 61Q: 3 clusters Score -453303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -453304.625000 Penalty: 4313.634766
	Iteration 62Q: 3 clusters Score -453304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -453304.406250 Penalty: 4313.634766
	Iteration 63Q: 3 clusters Score -453304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -453304.062500 Penalty: 4313.634766
	Iteration 64Q: 3 clusters Score -453304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -453305.468750 Penalty: 4313.634766
	Iteration 65Q: 3 clusters Score -453305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -453306.812500 Penalty: 4313.634766
	Iteration 66Q: 3 clusters Score -453306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -453307.562500 Penalty: 4313.634766
	Iteration 67Q: 3 clusters Score -453307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -453307.656250 Penalty: 4313.634766
	Iteration 68Q: 3 clusters Score -453307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -453307.562500 Penalty: 4313.634766
	Iteration 69Q: 3 clusters Score -453307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -453307.562500 Penalty: 4313.634766
	Iteration 70F: 3 clusters Score -453307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Entering Unmasked Estep 
Score: -320605.906250 Penalty: 2094.426270
	Iteration 0F: 2 clusters Score -320605.9 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 2310 members 
Entering Unmasked Estep 
Score: -316331.906250 Penalty: 4188.852539
	Iteration 0F: 3 clusters Score -316331.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -317419.312500 Penalty: 4188.852539
	Iteration 1F: 3 clusters Score -317419.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -317721.375000 Penalty: 4188.852539
	Iteration 2F: 3 clusters Score -317721.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -317892.062500 Penalty: 4188.852539
	Iteration 3F: 3 clusters Score -317892.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -318022.406250 Penalty: 4188.852539
	Iteration 4Q: 3 clusters Score -318022.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -318096.500000 Penalty: 4188.852539
	Iteration 5Q: 3 clusters Score -318096.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -318161.406250 Penalty: 4188.852539
	Iteration 6Q: 3 clusters Score -318161.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -318219.218750 Penalty: 4188.852539
	Iteration 7Q: 3 clusters Score -318219.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -318263.062500 Penalty: 4188.852539
	Iteration 8Q: 3 clusters Score -318263.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -318304.375000 Penalty: 4188.852539
	Iteration 9Q: 3 clusters Score -318304.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -318340.343750 Penalty: 4188.852539
	Iteration 10Q: 3 clusters Score -318340.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -318371.062500 Penalty: 4188.852539
	Iteration 11Q: 3 clusters Score -318371.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -318407.656250 Penalty: 4188.852539
	Iteration 12Q: 3 clusters Score -318407.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -318451.343750 Penalty: 4188.852539
	Iteration 13Q: 3 clusters Score -318451.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -318510.906250 Penalty: 4188.852539
	Iteration 14Q: 3 clusters Score -318510.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -318562.875000 Penalty: 4188.852539
	Iteration 15Q: 3 clusters Score -318562.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -318600.875000 Penalty: 4188.852539
	Iteration 16Q: 3 clusters Score -318600.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -318642.250000 Penalty: 4188.852539
	Iteration 17Q: 3 clusters Score -318642.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -318685.093750 Penalty: 4188.852539
	Iteration 18Q: 3 clusters Score -318685.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -318742.531250 Penalty: 4188.852539
	Iteration 19Q: 3 clusters Score -318742.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -318792.156250 Penalty: 4188.852539
	Iteration 20F: 3 clusters Score -318792.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -318842.750000 Penalty: 4188.852539
	Iteration 21Q: 3 clusters Score -318842.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -318892.468750 Penalty: 4188.852539
	Iteration 22Q: 3 clusters Score -318892.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318935.843750 Penalty: 4188.852539
	Iteration 23Q: 3 clusters Score -318935.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -318979.906250 Penalty: 4188.852539
	Iteration 24Q: 3 clusters Score -318979.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -319016.843750 Penalty: 4188.852539
	Iteration 25Q: 3 clusters Score -319016.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -319039.687500 Penalty: 4188.852539
	Iteration 26Q: 3 clusters Score -319039.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -319057.375000 Penalty: 4188.852539
	Iteration 27Q: 3 clusters Score -319057.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -319072.812500 Penalty: 4188.852539
	Iteration 28Q: 3 clusters Score -319072.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319091.312500 Penalty: 4188.852539
	Iteration 29Q: 3 clusters Score -319091.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -319105.437500 Penalty: 4188.852539
	Iteration 30Q: 3 clusters Score -319105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -319120.562500 Penalty: 4188.852539
	Iteration 31Q: 3 clusters Score -319120.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -319136.812500 Penalty: 4188.852539
	Iteration 32Q: 3 clusters Score -319136.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -319155.437500 Penalty: 4188.852539
	Iteration 33Q: 3 clusters Score -319155.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -319171.406250 Penalty: 4188.852539
	Iteration 34Q: 3 clusters Score -319171.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -319189.093750 Penalty: 4188.852539
	Iteration 35Q: 3 clusters Score -319189.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -319208.375000 Penalty: 4188.852539
	Iteration 36Q: 3 clusters Score -319208.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -319229.187500 Penalty: 4188.852539
	Iteration 37Q: 3 clusters Score -319229.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -319245.968750 Penalty: 4188.852539
	Iteration 38Q: 3 clusters Score -319246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -319272.000000 Penalty: 4188.852539
	Iteration 39Q: 3 clusters Score -319272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -319292.812500 Penalty: 4188.852539
	Iteration 40F: 3 clusters Score -319292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -319306.156250 Penalty: 4188.852539
	Iteration 41Q: 3 clusters Score -319306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -319329.343750 Penalty: 4188.852539
	Iteration 42Q: 3 clusters Score -319329.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -319349.125000 Penalty: 4188.852539
	Iteration 43Q: 3 clusters Score -319349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -319364.750000 Penalty: 4188.852539
	Iteration 44Q: 3 clusters Score -319364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -319378.218750 Penalty: 4188.852539
	Iteration 45Q: 3 clusters Score -319378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -319385.718750 Penalty: 4188.852539
	Iteration 46Q: 3 clusters Score -319385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -319390.125000 Penalty: 4188.852539
	Iteration 47Q: 3 clusters Score -319390.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -319399.312500 Penalty: 4188.852539
	Iteration 48Q: 3 clusters Score -319399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -319404.093750 Penalty: 4188.852539
	Iteration 49Q: 3 clusters Score -319404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -319408.625000 Penalty: 4188.852539
	Iteration 50Q: 3 clusters Score -319408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -319415.718750 Penalty: 4188.852539
	Iteration 51Q: 3 clusters Score -319415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -319420.312500 Penalty: 4188.852539
	Iteration 52Q: 3 clusters Score -319420.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -319429.281250 Penalty: 4188.852539
	Iteration 53Q: 3 clusters Score -319429.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -319439.000000 Penalty: 4188.852539
	Iteration 54Q: 3 clusters Score -319439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -319448.281250 Penalty: 4188.852539
	Iteration 55Q: 3 clusters Score -319448.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -319457.781250 Penalty: 4188.852539
	Iteration 56Q: 3 clusters Score -319457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -319464.718750 Penalty: 4188.852539
	Iteration 57Q: 3 clusters Score -319464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -319473.906250 Penalty: 4188.852539
	Iteration 58Q: 3 clusters Score -319473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -319478.781250 Penalty: 4188.852539
	Iteration 59Q: 3 clusters Score -319478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -319482.593750 Penalty: 4188.852539
	Iteration 60F: 3 clusters Score -319482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -319487.312500 Penalty: 4188.852539
	Iteration 61Q: 3 clusters Score -319487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -319491.093750 Penalty: 4188.852539
	Iteration 62Q: 3 clusters Score -319491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -319492.687500 Penalty: 4188.852539
	Iteration 63Q: 3 clusters Score -319492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -319492.687500 Penalty: 4188.852539
	Iteration 64F: 3 clusters Score -319492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Entering Unmasked Estep 
Score: -958546.375000 Penalty: 2334.108643
	Iteration 0F: 2 clusters Score -958546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -949571.562500 Penalty: 4668.217285
	Iteration 0F: 3 clusters Score -949571.6 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -953020.312500 Penalty: 4668.217285
	Iteration 1F: 3 clusters Score -953020.3 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -954393.250000 Penalty: 4668.217285
	Iteration 2F: 3 clusters Score -954393.2 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -955710.000000 Penalty: 4668.217285
	Iteration 3F: 3 clusters Score -955710 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -956594.500000 Penalty: 4668.217285
	Iteration 4F: 3 clusters Score -956594.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -957008.875000 Penalty: 4668.217285
	Iteration 5F: 3 clusters Score -957008.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -957202.062500 Penalty: 4668.217285
	Iteration 6Q: 3 clusters Score -957202.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -957304.437500 Penalty: 4668.217285
	Iteration 7Q: 3 clusters Score -957304.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -957367.437500 Penalty: 4668.217285
	Iteration 8Q: 3 clusters Score -957367.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -957405.750000 Penalty: 4668.217285
	Iteration 9Q: 3 clusters Score -957405.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -957427.312500 Penalty: 4668.217285
	Iteration 10Q: 3 clusters Score -957427.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -957442.875000 Penalty: 4668.217285
	Iteration 11Q: 3 clusters Score -957442.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -957457.187500 Penalty: 4668.217285
	Iteration 12Q: 3 clusters Score -957457.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -957467.500000 Penalty: 4668.217285
	Iteration 13Q: 3 clusters Score -957467.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -957472.375000 Penalty: 4668.217285
	Iteration 14Q: 3 clusters Score -957472.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -957481.562500 Penalty: 4668.217285
	Iteration 15Q: 3 clusters Score -957481.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -957485.562500 Penalty: 4668.217285
	Iteration 16Q: 3 clusters Score -957485.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -957486.812500 Penalty: 4668.217285
	Iteration 17Q: 3 clusters Score -957486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -957491.062500 Penalty: 4668.217285
	Iteration 18Q: 3 clusters Score -957491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -957491.312500 Penalty: 4668.217285
	Iteration 19Q: 3 clusters Score -957491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -957495.187500 Penalty: 4668.217285
	Iteration 20F: 3 clusters Score -957495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -957495.562500 Penalty: 4668.217285
	Iteration 21Q: 3 clusters Score -957495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -957496.250000 Penalty: 4668.217285
	Iteration 22Q: 3 clusters Score -957496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -957497.125000 Penalty: 4668.217285
	Iteration 23Q: 3 clusters Score -957497.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -957500.250000 Penalty: 4668.217285
	Iteration 24Q: 3 clusters Score -957500.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -957501.625000 Penalty: 4668.217285
	Iteration 25Q: 3 clusters Score -957501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -957502.687500 Penalty: 4668.217285
	Iteration 26Q: 3 clusters Score -957502.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -957504.937500 Penalty: 4668.217285
	Iteration 27Q: 3 clusters Score -957504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -957505.750000 Penalty: 4668.217285
	Iteration 28Q: 3 clusters Score -957505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -957504.125000 Penalty: 4668.217285
	Iteration 29Q: 3 clusters Score -957504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -957510.250000 Penalty: 4668.217285
	Iteration 30Q: 3 clusters Score -957510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -957510.187500 Penalty: 4668.217285
	Iteration 31Q: 3 clusters Score -957510.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -957516.375000 Penalty: 4668.217285
	Iteration 32Q: 3 clusters Score -957516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -957518.250000 Penalty: 4668.217285
	Iteration 33Q: 3 clusters Score -957518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -957520.500000 Penalty: 4668.217285
	Iteration 34Q: 3 clusters Score -957520.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -957524.562500 Penalty: 4668.217285
	Iteration 35Q: 3 clusters Score -957524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -957527.437500 Penalty: 4668.217285
	Iteration 36Q: 3 clusters Score -957527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -957527.437500 Penalty: 4668.217285
	Iteration 37Q: 3 clusters Score -957527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -957526.687500 Penalty: 4668.217285
	Iteration 38Q: 3 clusters Score -957526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -957526.437500 Penalty: 4668.217285
	Iteration 39Q: 3 clusters Score -957526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -957527.000000 Penalty: 4668.217285
	Iteration 40F: 3 clusters Score -957527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -957528.437500 Penalty: 4668.217285
	Iteration 41Q: 3 clusters Score -957528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -957530.312500 Penalty: 4668.217285
	Iteration 42Q: 3 clusters Score -957530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -957528.937500 Penalty: 4668.217285
	Iteration 43Q: 3 clusters Score -957528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -957528.625000 Penalty: 4668.217285
	Iteration 44Q: 3 clusters Score -957528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -957528.625000 Penalty: 4668.217285
	Iteration 45F: 3 clusters Score -957528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (123016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Entering Unmasked Estep 
Score: -9964404.000000 Penalty: 2906.577393
	Iteration 0F: 2 clusters Score -9964404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -9881852.000000 Penalty: 5813.154785
	Iteration 0F: 3 clusters Score -9881852 nChanged 58550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -9915945.000000 Penalty: 5813.154785
	Iteration 1F: 3 clusters Score -9915945 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -9916850.000000 Penalty: 5813.154785
	Iteration 2Q: 3 clusters Score -9916850 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -9918137.000000 Penalty: 5813.154785
	Iteration 3Q: 3 clusters Score -9918137 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -9919921.000000 Penalty: 5813.154785
	Iteration 4Q: 3 clusters Score -9919921 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -9922514.000000 Penalty: 5813.154785
	Iteration 5Q: 3 clusters Score -9922514 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -9926695.000000 Penalty: 5813.154785
	Iteration 6F: 3 clusters Score -9926695 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -9933042.000000 Penalty: 5813.154785
	Iteration 7F: 3 clusters Score -9933042 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 100676 members 
Entering Unmasked Estep 
Score: -9941572.000000 Penalty: 5813.154785
	Iteration 8F: 3 clusters Score -9941572 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 109832 members 
Entering Unmasked Estep 
Score: -9950141.000000 Penalty: 5813.154785
	Iteration 9F: 3 clusters Score -9950141 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -9956219.000000 Penalty: 5813.154785
	Iteration 10F: 3 clusters Score -9956219 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -9959487.000000 Penalty: 5813.154785
	Iteration 11Q: 3 clusters Score -9959487 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -9960826.000000 Penalty: 5813.154785
	Iteration 12Q: 3 clusters Score -9960826 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -9961357.000000 Penalty: 5813.154785
	Iteration 13Q: 3 clusters Score -9961357 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -9961580.000000 Penalty: 5813.154785
	Iteration 14Q: 3 clusters Score -9961580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -9961701.000000 Penalty: 5813.154785
	Iteration 15Q: 3 clusters Score -9961701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -9961756.000000 Penalty: 5813.154785
	Iteration 16Q: 3 clusters Score -9961756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 122503 members 
Entering Unmasked Estep 
Score: -9961807.000000 Penalty: 5813.154785
	Iteration 17Q: 3 clusters Score -9961807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 122529 members 
Entering Unmasked Estep 
Score: -9961841.000000 Penalty: 5813.154785
	Iteration 18Q: 3 clusters Score -9961841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
Score: -9961853.000000 Penalty: 5813.154785
	Iteration 19Q: 3 clusters Score -9961853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -9961867.000000 Penalty: 5813.154785
	Iteration 20F: 3 clusters Score -9961867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 122567 members 
Entering Unmasked Estep 
Score: -9961874.000000 Penalty: 5813.154785
	Iteration 21Q: 3 clusters Score -9961874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 122573 members 
Entering Unmasked Estep 
Score: -9961886.000000 Penalty: 5813.154785
	Iteration 22Q: 3 clusters Score -9961886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 122579 members 
Entering Unmasked Estep 
Score: -9961888.000000 Penalty: 5813.154785
	Iteration 23Q: 3 clusters Score -9961888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 122584 members 
Entering Unmasked Estep 
Score: -9961895.000000 Penalty: 5813.154785
	Iteration 24Q: 3 clusters Score -9961895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -9961902.000000 Penalty: 5813.154785
	Iteration 25Q: 3 clusters Score -9961902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 122595 members 
Entering Unmasked Estep 
Score: -9961900.000000 Penalty: 5813.154785
	Iteration 26Q: 3 clusters Score -9961900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -9961909.000000 Penalty: 5813.154785
	Iteration 27Q: 3 clusters Score -9961909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -9961921.000000 Penalty: 5813.154785
	Iteration 28Q: 3 clusters Score -9961921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -9961916.000000 Penalty: 5813.154785
	Iteration 29Q: 3 clusters Score -9961916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -9961912.000000 Penalty: 5813.154785
	Iteration 30Q: 3 clusters Score -9961912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -9961918.000000 Penalty: 5813.154785
	Iteration 31Q: 3 clusters Score -9961918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -9961920.000000 Penalty: 5813.154785
	Iteration 32Q: 3 clusters Score -9961920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -9961921.000000 Penalty: 5813.154785
	Iteration 33Q: 3 clusters Score -9961921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 122615 members 
Entering Unmasked Estep 
Score: -9961921.000000 Penalty: 5813.154785
	Iteration 34F: 3 clusters Score -9961921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Entering Unmasked Estep 
Score: -13484786.000000 Penalty: 2977.388916
	Iteration 0F: 2 clusters Score -1.348479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -13374499.000000 Penalty: 5954.777832
	Iteration 0F: 3 clusters Score -1.33745e+07 nChanged 78751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -13420978.000000 Penalty: 5954.777832
	Iteration 1F: 3 clusters Score -1.342098e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -13422375.000000 Penalty: 5954.777832
	Iteration 2Q: 3 clusters Score -1.342238e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -13424566.000000 Penalty: 5954.777832
	Iteration 3Q: 3 clusters Score -1.342457e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -13428612.000000 Penalty: 5954.777832
	Iteration 4F: 3 clusters Score -1.342861e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -13436398.000000 Penalty: 5954.777832
	Iteration 5F: 3 clusters Score -1.34364e+07 nChanged 14888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129898 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -13449023.000000 Penalty: 5954.777832
	Iteration 6F: 3 clusters Score -1.344902e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145285 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -13464336.000000 Penalty: 5954.777832
	Iteration 7F: 3 clusters Score -1.346434e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156066 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -13475257.000000 Penalty: 5954.777832
	Iteration 8F: 3 clusters Score -1.347526e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160906 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -13479763.000000 Penalty: 5954.777832
	Iteration 9Q: 3 clusters Score -1.347976e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162520 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13481201.000000 Penalty: 5954.777832
	Iteration 10Q: 3 clusters Score -1.34812e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162989 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13481753.000000 Penalty: 5954.777832
	Iteration 11Q: 3 clusters Score -1.348175e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163142 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13481956.000000 Penalty: 5954.777832
	Iteration 12Q: 3 clusters Score -1.348196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13482021.000000 Penalty: 5954.777832
	Iteration 13Q: 3 clusters Score -1.348202e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13482077.000000 Penalty: 5954.777832
	Iteration 14Q: 3 clusters Score -1.348208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -13482118.000000 Penalty: 5954.777832
	Iteration 15Q: 3 clusters Score -1.348212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13482151.000000 Penalty: 5954.777832
	Iteration 16Q: 3 clusters Score -1.348215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13482175.000000 Penalty: 5954.777832
	Iteration 17Q: 3 clusters Score -1.348218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163250 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -13482174.000000 Penalty: 5954.777832
	Iteration 18Q: 3 clusters Score -1.348217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13482192.000000 Penalty: 5954.777832
	Iteration 19Q: 3 clusters Score -1.348219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163260 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13482211.000000 Penalty: 5954.777832
	Iteration 20F: 3 clusters Score -1.348221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13482221.000000 Penalty: 5954.777832
	Iteration 21Q: 3 clusters Score -1.348222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13482222.000000 Penalty: 5954.777832
	Iteration 22Q: 3 clusters Score -1.348222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163264 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13482213.000000 Penalty: 5954.777832
	Iteration 23Q: 3 clusters Score -1.348221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163259 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13482223.000000 Penalty: 5954.777832
	Iteration 24Q: 3 clusters Score -1.348222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163257 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13482228.000000 Penalty: 5954.777832
	Iteration 25Q: 3 clusters Score -1.348223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13482242.000000 Penalty: 5954.777832
	Iteration 26Q: 3 clusters Score -1.348224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13482237.000000 Penalty: 5954.777832
	Iteration 27Q: 3 clusters Score -1.348224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13482225.000000 Penalty: 5954.777832
	Iteration 28Q: 3 clusters Score -1.348222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13482225.000000 Penalty: 5954.777832
	Iteration 29F: 3 clusters Score -1.348222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Entering Unmasked Estep 
Score: -194529.718750 Penalty: 1949.899292
	Iteration 0F: 2 clusters Score -194529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -191559.500000 Penalty: 3899.798584
	Iteration 0F: 3 clusters Score -191559.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -192308.890625 Penalty: 3899.798584
	Iteration 1F: 3 clusters Score -192308.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -192591.781250 Penalty: 3899.798584
	Iteration 2F: 3 clusters Score -192591.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -192778.531250 Penalty: 3899.798584
	Iteration 3F: 3 clusters Score -192778.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -192940.390625 Penalty: 3899.798584
	Iteration 4F: 3 clusters Score -192940.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193099.578125 Penalty: 3899.798584
	Iteration 5F: 3 clusters Score -193099.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -193251.078125 Penalty: 3899.798584
	Iteration 6F: 3 clusters Score -193251.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -193414.765625 Penalty: 3899.798584
	Iteration 7F: 3 clusters Score -193414.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -193547.359375 Penalty: 3899.798584
	Iteration 8Q: 3 clusters Score -193547.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -193636.921875 Penalty: 3899.798584
	Iteration 9Q: 3 clusters Score -193636.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -193733.000000 Penalty: 3899.798584
	Iteration 10Q: 3 clusters Score -193733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -193813.937500 Penalty: 3899.798584
	Iteration 11Q: 3 clusters Score -193813.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -193868.093750 Penalty: 3899.798584
	Iteration 12Q: 3 clusters Score -193868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -193902.609375 Penalty: 3899.798584
	Iteration 13Q: 3 clusters Score -193902.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -193927.406250 Penalty: 3899.798584
	Iteration 14Q: 3 clusters Score -193927.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -193946.125000 Penalty: 3899.798584
	Iteration 15Q: 3 clusters Score -193946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -193974.734375 Penalty: 3899.798584
	Iteration 16Q: 3 clusters Score -193974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -193988.765625 Penalty: 3899.798584
	Iteration 17Q: 3 clusters Score -193988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -193995.359375 Penalty: 3899.798584
	Iteration 18Q: 3 clusters Score -193995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -193997.390625 Penalty: 3899.798584
	Iteration 19Q: 3 clusters Score -193997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -194000.968750 Penalty: 3899.798584
	Iteration 20F: 3 clusters Score -194001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -194011.828125 Penalty: 3899.798584
	Iteration 21Q: 3 clusters Score -194011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -194037.750000 Penalty: 3899.798584
	Iteration 22Q: 3 clusters Score -194037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -194067.468750 Penalty: 3899.798584
	Iteration 23Q: 3 clusters Score -194067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -194078.109375 Penalty: 3899.798584
	Iteration 24Q: 3 clusters Score -194078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -194086.750000 Penalty: 3899.798584
	Iteration 25Q: 3 clusters Score -194086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -194090.031250 Penalty: 3899.798584
	Iteration 26Q: 3 clusters Score -194090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -194093.640625 Penalty: 3899.798584
	Iteration 27Q: 3 clusters Score -194093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -194101.562500 Penalty: 3899.798584
	Iteration 28Q: 3 clusters Score -194101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -194109.500000 Penalty: 3899.798584
	Iteration 29Q: 3 clusters Score -194109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -194119.781250 Penalty: 3899.798584
	Iteration 30Q: 3 clusters Score -194119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -194125.750000 Penalty: 3899.798584
	Iteration 31Q: 3 clusters Score -194125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -194131.859375 Penalty: 3899.798584
	Iteration 32Q: 3 clusters Score -194131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -194137.828125 Penalty: 3899.798584
	Iteration 33Q: 3 clusters Score -194137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -194144.250000 Penalty: 3899.798584
	Iteration 34Q: 3 clusters Score -194144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -194149.140625 Penalty: 3899.798584
	Iteration 35Q: 3 clusters Score -194149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -194155.109375 Penalty: 3899.798584
	Iteration 36Q: 3 clusters Score -194155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -194159.843750 Penalty: 3899.798584
	Iteration 37Q: 3 clusters Score -194159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -194161.296875 Penalty: 3899.798584
	Iteration 38Q: 3 clusters Score -194161.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -194161.296875 Penalty: 3899.798584
	Iteration 39F: 3 clusters Score -194161.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Entering Unmasked Estep 
Score: -3089508.500000 Penalty: 2617.906250
	Iteration 0F: 2 clusters Score -3089508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3063540.250000 Penalty: 5235.812500
	Iteration 0F: 3 clusters Score -3063540 nChanged 17477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3073292.750000 Penalty: 5235.812500
	Iteration 1F: 3 clusters Score -3073293 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3073963.750000 Penalty: 5235.812500
	Iteration 2Q: 3 clusters Score -3073964 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3074619.000000 Penalty: 5235.812500
	Iteration 3Q: 3 clusters Score -3074619 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3075361.750000 Penalty: 5235.812500
	Iteration 4Q: 3 clusters Score -3075362 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3076257.750000 Penalty: 5235.812500
	Iteration 5Q: 3 clusters Score -3076258 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3077208.500000 Penalty: 5235.812500
	Iteration 6F: 3 clusters Score -3077208 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3078199.250000 Penalty: 5235.812500
	Iteration 7Q: 3 clusters Score -3078199 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3079290.250000 Penalty: 5235.812500
	Iteration 8Q: 3 clusters Score -3079290 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3080444.500000 Penalty: 5235.812500
	Iteration 9Q: 3 clusters Score -3080444 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3081620.750000 Penalty: 5235.812500
	Iteration 10Q: 3 clusters Score -3081621 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3082645.000000 Penalty: 5235.812500
	Iteration 11Q: 3 clusters Score -3082645 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3083439.750000 Penalty: 5235.812500
	Iteration 12Q: 3 clusters Score -3083440 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3083900.750000 Penalty: 5235.812500
	Iteration 13Q: 3 clusters Score -3083901 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3084138.000000 Penalty: 5235.812500
	Iteration 14Q: 3 clusters Score -3084138 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3084325.250000 Penalty: 5235.812500
	Iteration 15Q: 3 clusters Score -3084325 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3084479.500000 Penalty: 5235.812500
	Iteration 16Q: 3 clusters Score -3084480 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -3084592.750000 Penalty: 5235.812500
	Iteration 17Q: 3 clusters Score -3084593 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3084672.750000 Penalty: 5235.812500
	Iteration 18Q: 3 clusters Score -3084673 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3084763.500000 Penalty: 5235.812500
	Iteration 19Q: 3 clusters Score -3084764 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3084862.750000 Penalty: 5235.812500
	Iteration 20F: 3 clusters Score -3084863 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3084937.500000 Penalty: 5235.812500
	Iteration 21Q: 3 clusters Score -3084938 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3084993.750000 Penalty: 5235.812500
	Iteration 22Q: 3 clusters Score -3084994 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3085073.000000 Penalty: 5235.812500
	Iteration 23Q: 3 clusters Score -3085073 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3085145.250000 Penalty: 5235.812500
	Iteration 24Q: 3 clusters Score -3085145 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3085182.250000 Penalty: 5235.812500
	Iteration 25Q: 3 clusters Score -3085182 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3085246.250000 Penalty: 5235.812500
	Iteration 26Q: 3 clusters Score -3085246 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3085328.000000 Penalty: 5235.812500
	Iteration 27Q: 3 clusters Score -3085328 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3085395.750000 Penalty: 5235.812500
	Iteration 28Q: 3 clusters Score -3085396 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3085463.000000 Penalty: 5235.812500
	Iteration 29Q: 3 clusters Score -3085463 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3085543.250000 Penalty: 5235.812500
	Iteration 30Q: 3 clusters Score -3085543 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3085634.000000 Penalty: 5235.812500
	Iteration 31Q: 3 clusters Score -3085634 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3085693.500000 Penalty: 5235.812500
	Iteration 32Q: 3 clusters Score -3085694 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3085776.500000 Penalty: 5235.812500
	Iteration 33Q: 3 clusters Score -3085776 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3085824.500000 Penalty: 5235.812500
	Iteration 34Q: 3 clusters Score -3085824 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3085898.500000 Penalty: 5235.812500
	Iteration 35Q: 3 clusters Score -3085898 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3085946.250000 Penalty: 5235.812500
	Iteration 36Q: 3 clusters Score -3085946 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3086000.750000 Penalty: 5235.812500
	Iteration 37Q: 3 clusters Score -3086001 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3086079.000000 Penalty: 5235.812500
	Iteration 38Q: 3 clusters Score -3086079 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3086132.000000 Penalty: 5235.812500
	Iteration 39Q: 3 clusters Score -3086132 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3086182.250000 Penalty: 5235.812500
	Iteration 40F: 3 clusters Score -3086182 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3086189.250000 Penalty: 5235.812500
	Iteration 41Q: 3 clusters Score -3086189 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3086220.500000 Penalty: 5235.812500
	Iteration 42Q: 3 clusters Score -3086220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3086257.250000 Penalty: 5235.812500
	Iteration 43Q: 3 clusters Score -3086257 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3086291.500000 Penalty: 5235.812500
	Iteration 44Q: 3 clusters Score -3086292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3086309.000000 Penalty: 5235.812500
	Iteration 45Q: 3 clusters Score -3086309 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3086346.500000 Penalty: 5235.812500
	Iteration 46Q: 3 clusters Score -3086346 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3086363.750000 Penalty: 5235.812500
	Iteration 47Q: 3 clusters Score -3086364 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3086394.750000 Penalty: 5235.812500
	Iteration 48Q: 3 clusters Score -3086395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -3086397.250000 Penalty: 5235.812500
	Iteration 49Q: 3 clusters Score -3086397 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3086400.750000 Penalty: 5235.812500
	Iteration 50Q: 3 clusters Score -3086401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3086418.000000 Penalty: 5235.812500
	Iteration 51Q: 3 clusters Score -3086418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3086415.500000 Penalty: 5235.812500
	Iteration 52Q: 3 clusters Score -3086416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3086431.000000 Penalty: 5235.812500
	Iteration 53Q: 3 clusters Score -3086431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3086443.500000 Penalty: 5235.812500
	Iteration 54Q: 3 clusters Score -3086444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3086475.500000 Penalty: 5235.812500
	Iteration 55Q: 3 clusters Score -3086476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3086485.750000 Penalty: 5235.812500
	Iteration 56Q: 3 clusters Score -3086486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3086494.250000 Penalty: 5235.812500
	Iteration 57Q: 3 clusters Score -3086494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3086514.000000 Penalty: 5235.812500
	Iteration 58Q: 3 clusters Score -3086514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3086532.750000 Penalty: 5235.812500
	Iteration 59Q: 3 clusters Score -3086533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -3086529.250000 Penalty: 5235.812500
	Iteration 60F: 3 clusters Score -3086529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3086532.250000 Penalty: 5235.812500
	Iteration 61Q: 3 clusters Score -3086532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3086549.750000 Penalty: 5235.812500
	Iteration 62Q: 3 clusters Score -3086550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3086562.750000 Penalty: 5235.812500
	Iteration 63Q: 3 clusters Score -3086563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3086580.000000 Penalty: 5235.812500
	Iteration 64Q: 3 clusters Score -3086580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -3086592.750000 Penalty: 5235.812500
	Iteration 65Q: 3 clusters Score -3086593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3086602.750000 Penalty: 5235.812500
	Iteration 66Q: 3 clusters Score -3086603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3086612.500000 Penalty: 5235.812500
	Iteration 67Q: 3 clusters Score -3086612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -3086621.500000 Penalty: 5235.812500
	Iteration 68Q: 3 clusters Score -3086622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3086628.500000 Penalty: 5235.812500
	Iteration 69Q: 3 clusters Score -3086628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3086635.750000 Penalty: 5235.812500
	Iteration 70Q: 3 clusters Score -3086636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3086646.250000 Penalty: 5235.812500
	Iteration 71Q: 3 clusters Score -3086646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -3086643.500000 Penalty: 5235.812500
	Iteration 72Q: 3 clusters Score -3086644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3086649.500000 Penalty: 5235.812500
	Iteration 73Q: 3 clusters Score -3086650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -3086661.000000 Penalty: 5235.812500
	Iteration 74Q: 3 clusters Score -3086661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3086662.750000 Penalty: 5235.812500
	Iteration 75Q: 3 clusters Score -3086663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3086662.500000 Penalty: 5235.812500
	Iteration 76Q: 3 clusters Score -3086662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3086670.250000 Penalty: 5235.812500
	Iteration 77Q: 3 clusters Score -3086670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -3086671.750000 Penalty: 5235.812500
	Iteration 78Q: 3 clusters Score -3086672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -3086667.750000 Penalty: 5235.812500
	Iteration 79Q: 3 clusters Score -3086668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -3086668.000000 Penalty: 5235.812500
	Iteration 80F: 3 clusters Score -3086668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3086678.750000 Penalty: 5235.812500
	Iteration 81Q: 3 clusters Score -3086679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3086685.500000 Penalty: 5235.812500
	Iteration 82Q: 3 clusters Score -3086686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -3086694.250000 Penalty: 5235.812500
	Iteration 83Q: 3 clusters Score -3086694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3086706.000000 Penalty: 5235.812500
	Iteration 84Q: 3 clusters Score -3086706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3086703.750000 Penalty: 5235.812500
	Iteration 85Q: 3 clusters Score -3086704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3086700.250000 Penalty: 5235.812500
	Iteration 86Q: 3 clusters Score -3086700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3086712.000000 Penalty: 5235.812500
	Iteration 87Q: 3 clusters Score -3086712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3086729.750000 Penalty: 5235.812500
	Iteration 88Q: 3 clusters Score -3086730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3086740.000000 Penalty: 5235.812500
	Iteration 89Q: 3 clusters Score -3086740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3086742.250000 Penalty: 5235.812500
	Iteration 90Q: 3 clusters Score -3086742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -3086752.000000 Penalty: 5235.812500
	Iteration 91Q: 3 clusters Score -3086752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -3086752.750000 Penalty: 5235.812500
	Iteration 92Q: 3 clusters Score -3086753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -3086752.000000 Penalty: 5235.812500
	Iteration 93Q: 3 clusters Score -3086752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -3086752.250000 Penalty: 5235.812500
	Iteration 94Q: 3 clusters Score -3086752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -3086752.250000 Penalty: 5235.812500
	Iteration 95Q: 3 clusters Score -3086752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3086764.500000 Penalty: 5235.812500
	Iteration 96Q: 3 clusters Score -3086764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -3086771.750000 Penalty: 5235.812500
	Iteration 97Q: 3 clusters Score -3086772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3086777.750000 Penalty: 5235.812500
	Iteration 98Q: 3 clusters Score -3086778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -3086768.500000 Penalty: 5235.812500
	Iteration 99Q: 3 clusters Score -3086768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -3086766.750000 Penalty: 5235.812500
	Iteration 100F: 3 clusters Score -3086767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3086766.000000 Penalty: 5235.812500
	Iteration 101Q: 3 clusters Score -3086766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3086774.500000 Penalty: 5235.812500
	Iteration 102Q: 3 clusters Score -3086774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3086777.250000 Penalty: 5235.812500
	Iteration 103Q: 3 clusters Score -3086777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3086782.750000 Penalty: 5235.812500
	Iteration 104Q: 3 clusters Score -3086783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -3086790.000000 Penalty: 5235.812500
	Iteration 105Q: 3 clusters Score -3086790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3086782.500000 Penalty: 5235.812500
	Iteration 106Q: 3 clusters Score -3086782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -3086786.500000 Penalty: 5235.812500
	Iteration 107Q: 3 clusters Score -3086786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3086799.250000 Penalty: 5235.812500
	Iteration 108Q: 3 clusters Score -3086799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -3086794.250000 Penalty: 5235.812500
	Iteration 109Q: 3 clusters Score -3086794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3086801.000000 Penalty: 5235.812500
	Iteration 110Q: 3 clusters Score -3086801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -3086809.000000 Penalty: 5235.812500
	Iteration 111Q: 3 clusters Score -3086809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -3086813.750000 Penalty: 5235.812500
	Iteration 112Q: 3 clusters Score -3086814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -3086821.500000 Penalty: 5235.812500
	Iteration 113Q: 3 clusters Score -3086822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -3086819.250000 Penalty: 5235.812500
	Iteration 114Q: 3 clusters Score -3086819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -3086823.250000 Penalty: 5235.812500
	Iteration 115Q: 3 clusters Score -3086823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3086833.250000 Penalty: 5235.812500
	Iteration 116Q: 3 clusters Score -3086833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3086833.500000 Penalty: 5235.812500
	Iteration 117Q: 3 clusters Score -3086834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3086841.750000 Penalty: 5235.812500
	Iteration 118Q: 3 clusters Score -3086842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -3086842.750000 Penalty: 5235.812500
	Iteration 119Q: 3 clusters Score -3086843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -3086845.750000 Penalty: 5235.812500
	Iteration 120F: 3 clusters Score -3086846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -3086852.250000 Penalty: 5235.812500
	Iteration 121Q: 3 clusters Score -3086852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3086850.250000 Penalty: 5235.812500
	Iteration 122Q: 3 clusters Score -3086850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3086856.500000 Penalty: 5235.812500
	Iteration 123Q: 3 clusters Score -3086856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -3086858.250000 Penalty: 5235.812500
	Iteration 124Q: 3 clusters Score -3086858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3086856.500000 Penalty: 5235.812500
	Iteration 125Q: 3 clusters Score -3086856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3086855.250000 Penalty: 5235.812500
	Iteration 126Q: 3 clusters Score -3086855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3086855.500000 Penalty: 5235.812500
	Iteration 127Q: 3 clusters Score -3086856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -3086856.000000 Penalty: 5235.812500
	Iteration 128Q: 3 clusters Score -3086856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -3086847.750000 Penalty: 5235.812500
	Iteration 129Q: 3 clusters Score -3086848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3086853.000000 Penalty: 5235.812500
	Iteration 130Q: 3 clusters Score -3086853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -3086854.250000 Penalty: 5235.812500
	Iteration 131Q: 3 clusters Score -3086854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3086857.250000 Penalty: 5235.812500
	Iteration 132Q: 3 clusters Score -3086857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3086862.000000 Penalty: 5235.812500
	Iteration 133Q: 3 clusters Score -3086862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -3086865.000000 Penalty: 5235.812500
	Iteration 134Q: 3 clusters Score -3086865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3086860.250000 Penalty: 5235.812500
	Iteration 135Q: 3 clusters Score -3086860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -3086859.500000 Penalty: 5235.812500
	Iteration 136Q: 3 clusters Score -3086860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3086858.500000 Penalty: 5235.812500
	Iteration 137Q: 3 clusters Score -3086858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -3086857.000000 Penalty: 5235.812500
	Iteration 138Q: 3 clusters Score -3086857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3086861.750000 Penalty: 5235.812500
	Iteration 139Q: 3 clusters Score -3086862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -3086863.000000 Penalty: 5235.812500
	Iteration 140F: 3 clusters Score -3086863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -3086866.250000 Penalty: 5235.812500
	Iteration 141Q: 3 clusters Score -3086866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3086860.250000 Penalty: 5235.812500
	Iteration 142Q: 3 clusters Score -3086860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -3086864.250000 Penalty: 5235.812500
	Iteration 143Q: 3 clusters Score -3086864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -3086861.250000 Penalty: 5235.812500
	Iteration 144Q: 3 clusters Score -3086861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -3086862.750000 Penalty: 5235.812500
	Iteration 145Q: 3 clusters Score -3086863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3086862.500000 Penalty: 5235.812500
	Iteration 146Q: 3 clusters Score -3086862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -3086859.250000 Penalty: 5235.812500
	Iteration 147Q: 3 clusters Score -3086859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -3086865.250000 Penalty: 5235.812500
	Iteration 148Q: 3 clusters Score -3086865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -3086861.500000 Penalty: 5235.812500
	Iteration 149Q: 3 clusters Score -3086862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -3086864.500000 Penalty: 5235.812500
	Iteration 150Q: 3 clusters Score -3086864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3086864.250000 Penalty: 5235.812500
	Iteration 151Q: 3 clusters Score -3086864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -3086865.750000 Penalty: 5235.812500
	Iteration 152Q: 3 clusters Score -3086866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3086868.750000 Penalty: 5235.812500
	Iteration 153Q: 3 clusters Score -3086869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3086868.750000 Penalty: 5235.812500
	Iteration 154F: 3 clusters Score -3086869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -596239.125000 Penalty: 2217.081055
	Iteration 0F: 2 clusters Score -596239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -590079.875000 Penalty: 4434.162109
	Iteration 0F: 3 clusters Score -590079.9 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -591689.750000 Penalty: 4434.162109
	Iteration 1F: 3 clusters Score -591689.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -591972.625000 Penalty: 4434.162109
	Iteration 2F: 3 clusters Score -591972.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -592170.625000 Penalty: 4434.162109
	Iteration 3F: 3 clusters Score -592170.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -592290.375000 Penalty: 4434.162109
	Iteration 4Q: 3 clusters Score -592290.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -592369.187500 Penalty: 4434.162109
	Iteration 5Q: 3 clusters Score -592369.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -592423.812500 Penalty: 4434.162109
	Iteration 6Q: 3 clusters Score -592423.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -592466.750000 Penalty: 4434.162109
	Iteration 7Q: 3 clusters Score -592466.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -592508.250000 Penalty: 4434.162109
	Iteration 8Q: 3 clusters Score -592508.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -592542.437500 Penalty: 4434.162109
	Iteration 9Q: 3 clusters Score -592542.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -592575.437500 Penalty: 4434.162109
	Iteration 10Q: 3 clusters Score -592575.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -592606.312500 Penalty: 4434.162109
	Iteration 11Q: 3 clusters Score -592606.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -592629.312500 Penalty: 4434.162109
	Iteration 12Q: 3 clusters Score -592629.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -592651.500000 Penalty: 4434.162109
	Iteration 13Q: 3 clusters Score -592651.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -592676.375000 Penalty: 4434.162109
	Iteration 14Q: 3 clusters Score -592676.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -592698.187500 Penalty: 4434.162109
	Iteration 15Q: 3 clusters Score -592698.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -592722.687500 Penalty: 4434.162109
	Iteration 16Q: 3 clusters Score -592722.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -592747.000000 Penalty: 4434.162109
	Iteration 17Q: 3 clusters Score -592747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -592770.375000 Penalty: 4434.162109
	Iteration 18Q: 3 clusters Score -592770.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -592789.687500 Penalty: 4434.162109
	Iteration 19Q: 3 clusters Score -592789.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -592808.750000 Penalty: 4434.162109
	Iteration 20F: 3 clusters Score -592808.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -592832.500000 Penalty: 4434.162109
	Iteration 21Q: 3 clusters Score -592832.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -592858.625000 Penalty: 4434.162109
	Iteration 22Q: 3 clusters Score -592858.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -592881.125000 Penalty: 4434.162109
	Iteration 23Q: 3 clusters Score -592881.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -592904.562500 Penalty: 4434.162109
	Iteration 24Q: 3 clusters Score -592904.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -592926.562500 Penalty: 4434.162109
	Iteration 25Q: 3 clusters Score -592926.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -592944.875000 Penalty: 4434.162109
	Iteration 26Q: 3 clusters Score -592944.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -592962.000000 Penalty: 4434.162109
	Iteration 27Q: 3 clusters Score -592962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -592977.125000 Penalty: 4434.162109
	Iteration 28Q: 3 clusters Score -592977.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -592988.062500 Penalty: 4434.162109
	Iteration 29Q: 3 clusters Score -592988.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -592998.187500 Penalty: 4434.162109
	Iteration 30Q: 3 clusters Score -592998.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -593009.000000 Penalty: 4434.162109
	Iteration 31Q: 3 clusters Score -593009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -593024.312500 Penalty: 4434.162109
	Iteration 32Q: 3 clusters Score -593024.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -593036.687500 Penalty: 4434.162109
	Iteration 33Q: 3 clusters Score -593036.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -593049.125000 Penalty: 4434.162109
	Iteration 34Q: 3 clusters Score -593049.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -593061.000000 Penalty: 4434.162109
	Iteration 35Q: 3 clusters Score -593061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -593074.250000 Penalty: 4434.162109
	Iteration 36Q: 3 clusters Score -593074.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -593085.937500 Penalty: 4434.162109
	Iteration 37Q: 3 clusters Score -593085.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -593095.625000 Penalty: 4434.162109
	Iteration 38Q: 3 clusters Score -593095.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -593107.062500 Penalty: 4434.162109
	Iteration 39Q: 3 clusters Score -593107.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -593120.812500 Penalty: 4434.162109
	Iteration 40F: 3 clusters Score -593120.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -593139.875000 Penalty: 4434.162109
	Iteration 41Q: 3 clusters Score -593139.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -593162.437500 Penalty: 4434.162109
	Iteration 42Q: 3 clusters Score -593162.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -593182.812500 Penalty: 4434.162109
	Iteration 43Q: 3 clusters Score -593182.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -593204.562500 Penalty: 4434.162109
	Iteration 44Q: 3 clusters Score -593204.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -593224.562500 Penalty: 4434.162109
	Iteration 45Q: 3 clusters Score -593224.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -593247.750000 Penalty: 4434.162109
	Iteration 46Q: 3 clusters Score -593247.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -593276.750000 Penalty: 4434.162109
	Iteration 47Q: 3 clusters Score -593276.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -593317.187500 Penalty: 4434.162109
	Iteration 48Q: 3 clusters Score -593317.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -593365.625000 Penalty: 4434.162109
	Iteration 49Q: 3 clusters Score -593365.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -593400.375000 Penalty: 4434.162109
	Iteration 50Q: 3 clusters Score -593400.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -593440.625000 Penalty: 4434.162109
	Iteration 51Q: 3 clusters Score -593440.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -593474.812500 Penalty: 4434.162109
	Iteration 52Q: 3 clusters Score -593474.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -593510.500000 Penalty: 4434.162109
	Iteration 53Q: 3 clusters Score -593510.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -593545.187500 Penalty: 4434.162109
	Iteration 54Q: 3 clusters Score -593545.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -593584.687500 Penalty: 4434.162109
	Iteration 55Q: 3 clusters Score -593584.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -593622.750000 Penalty: 4434.162109
	Iteration 56Q: 3 clusters Score -593622.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -593652.125000 Penalty: 4434.162109
	Iteration 57Q: 3 clusters Score -593652.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -593690.000000 Penalty: 4434.162109
	Iteration 58Q: 3 clusters Score -593690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -593731.250000 Penalty: 4434.162109
	Iteration 59Q: 3 clusters Score -593731.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -593765.062500 Penalty: 4434.162109
	Iteration 60F: 3 clusters Score -593765.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -593791.687500 Penalty: 4434.162109
	Iteration 61Q: 3 clusters Score -593791.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -593813.875000 Penalty: 4434.162109
	Iteration 62Q: 3 clusters Score -593813.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -593832.750000 Penalty: 4434.162109
	Iteration 63Q: 3 clusters Score -593832.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -593849.500000 Penalty: 4434.162109
	Iteration 64Q: 3 clusters Score -593849.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -593863.687500 Penalty: 4434.162109
	Iteration 65Q: 3 clusters Score -593863.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -593873.000000 Penalty: 4434.162109
	Iteration 66Q: 3 clusters Score -593873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -593886.437500 Penalty: 4434.162109
	Iteration 67Q: 3 clusters Score -593886.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -593897.125000 Penalty: 4434.162109
	Iteration 68Q: 3 clusters Score -593897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -593908.750000 Penalty: 4434.162109
	Iteration 69Q: 3 clusters Score -593908.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -593920.187500 Penalty: 4434.162109
	Iteration 70Q: 3 clusters Score -593920.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -593931.500000 Penalty: 4434.162109
	Iteration 71Q: 3 clusters Score -593931.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -593940.250000 Penalty: 4434.162109
	Iteration 72Q: 3 clusters Score -593940.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -593950.000000 Penalty: 4434.162109
	Iteration 73Q: 3 clusters Score -593950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -593964.875000 Penalty: 4434.162109
	Iteration 74Q: 3 clusters Score -593964.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -593980.312500 Penalty: 4434.162109
	Iteration 75Q: 3 clusters Score -593980.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -593989.562500 Penalty: 4434.162109
	Iteration 76Q: 3 clusters Score -593989.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -594002.187500 Penalty: 4434.162109
	Iteration 77Q: 3 clusters Score -594002.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -594012.125000 Penalty: 4434.162109
	Iteration 78Q: 3 clusters Score -594012.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -594021.750000 Penalty: 4434.162109
	Iteration 79Q: 3 clusters Score -594021.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -594029.875000 Penalty: 4434.162109
	Iteration 80F: 3 clusters Score -594029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -594040.437500 Penalty: 4434.162109
	Iteration 81Q: 3 clusters Score -594040.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -594052.437500 Penalty: 4434.162109
	Iteration 82Q: 3 clusters Score -594052.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -594067.812500 Penalty: 4434.162109
	Iteration 83Q: 3 clusters Score -594067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -594084.375000 Penalty: 4434.162109
	Iteration 84Q: 3 clusters Score -594084.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -594101.812500 Penalty: 4434.162109
	Iteration 85Q: 3 clusters Score -594101.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -594121.000000 Penalty: 4434.162109
	Iteration 86Q: 3 clusters Score -594121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -594140.562500 Penalty: 4434.162109
	Iteration 87Q: 3 clusters Score -594140.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -594160.812500 Penalty: 4434.162109
	Iteration 88Q: 3 clusters Score -594160.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -594176.062500 Penalty: 4434.162109
	Iteration 89Q: 3 clusters Score -594176.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -594191.812500 Penalty: 4434.162109
	Iteration 90Q: 3 clusters Score -594191.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -594196.062500 Penalty: 4434.162109
	Iteration 91Q: 3 clusters Score -594196.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -594201.312500 Penalty: 4434.162109
	Iteration 92Q: 3 clusters Score -594201.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -594205.187500 Penalty: 4434.162109
	Iteration 93Q: 3 clusters Score -594205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -594206.312500 Penalty: 4434.162109
	Iteration 94Q: 3 clusters Score -594206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -594207.875000 Penalty: 4434.162109
	Iteration 95Q: 3 clusters Score -594207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -594210.625000 Penalty: 4434.162109
	Iteration 96Q: 3 clusters Score -594210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -594212.375000 Penalty: 4434.162109
	Iteration 97Q: 3 clusters Score -594212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -594216.562500 Penalty: 4434.162109
	Iteration 98Q: 3 clusters Score -594216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -594219.812500 Penalty: 4434.162109
	Iteration 99Q: 3 clusters Score -594219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -594222.875000 Penalty: 4434.162109
	Iteration 100F: 3 clusters Score -594222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -594226.750000 Penalty: 4434.162109
	Iteration 101Q: 3 clusters Score -594226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -594227.250000 Penalty: 4434.162109
	Iteration 102Q: 3 clusters Score -594227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -594228.875000 Penalty: 4434.162109
	Iteration 103Q: 3 clusters Score -594228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -594234.937500 Penalty: 4434.162109
	Iteration 104Q: 3 clusters Score -594234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -594238.375000 Penalty: 4434.162109
	Iteration 105Q: 3 clusters Score -594238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -594244.062500 Penalty: 4434.162109
	Iteration 106Q: 3 clusters Score -594244.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -594245.125000 Penalty: 4434.162109
	Iteration 107Q: 3 clusters Score -594245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -594251.937500 Penalty: 4434.162109
	Iteration 108Q: 3 clusters Score -594251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -594258.062500 Penalty: 4434.162109
	Iteration 109Q: 3 clusters Score -594258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -594267.875000 Penalty: 4434.162109
	Iteration 110Q: 3 clusters Score -594267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -594275.562500 Penalty: 4434.162109
	Iteration 111Q: 3 clusters Score -594275.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -594289.250000 Penalty: 4434.162109
	Iteration 112Q: 3 clusters Score -594289.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -594303.375000 Penalty: 4434.162109
	Iteration 113Q: 3 clusters Score -594303.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -594312.500000 Penalty: 4434.162109
	Iteration 114Q: 3 clusters Score -594312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -594317.125000 Penalty: 4434.162109
	Iteration 115Q: 3 clusters Score -594317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -594320.437500 Penalty: 4434.162109
	Iteration 116Q: 3 clusters Score -594320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -594322.375000 Penalty: 4434.162109
	Iteration 117Q: 3 clusters Score -594322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -594323.875000 Penalty: 4434.162109
	Iteration 118Q: 3 clusters Score -594323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -594325.937500 Penalty: 4434.162109
	Iteration 119Q: 3 clusters Score -594325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -594328.312500 Penalty: 4434.162109
	Iteration 120F: 3 clusters Score -594328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -594329.750000 Penalty: 4434.162109
	Iteration 121Q: 3 clusters Score -594329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -594330.875000 Penalty: 4434.162109
	Iteration 122Q: 3 clusters Score -594330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -594331.250000 Penalty: 4434.162109
	Iteration 123Q: 3 clusters Score -594331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -594331.250000 Penalty: 4434.162109
	Iteration 124Q: 3 clusters Score -594331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -594333.062500 Penalty: 4434.162109
	Iteration 125Q: 3 clusters Score -594333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -594332.937500 Penalty: 4434.162109
	Iteration 126Q: 3 clusters Score -594332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -594332.937500 Penalty: 4434.162109
	Iteration 127F: 3 clusters Score -594332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -2056326.750000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -2056327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2041239.875000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -2041240 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2046356.750000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -2046357 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2046886.375000 Penalty: 4950.141602
	Iteration 2F: 3 clusters Score -2046886 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2047362.500000 Penalty: 4950.141602
	Iteration 3F: 3 clusters Score -2047362 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2047835.125000 Penalty: 4950.141602
	Iteration 4Q: 3 clusters Score -2047835 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2048327.375000 Penalty: 4950.141602
	Iteration 5Q: 3 clusters Score -2048327 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2048773.500000 Penalty: 4950.141602
	Iteration 6Q: 3 clusters Score -2048774 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2049210.500000 Penalty: 4950.141602
	Iteration 7Q: 3 clusters Score -2049210 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2049697.625000 Penalty: 4950.141602
	Iteration 8Q: 3 clusters Score -2049698 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2050240.500000 Penalty: 4950.141602
	Iteration 9Q: 3 clusters Score -2050240 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2050869.500000 Penalty: 4950.141602
	Iteration 10Q: 3 clusters Score -2050870 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2051497.625000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -2051498 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2052084.250000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -2052084 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2052618.750000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -2052619 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2053081.875000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -2053082 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2053465.000000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -2053465 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2053751.000000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -2053751 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2053928.000000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -2053928 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2054073.250000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -2054073 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2054180.625000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -2054181 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2054258.875000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -2054259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2054308.875000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -2054309 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2054350.375000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -2054350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2054388.875000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -2054389 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2054414.125000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -2054414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2054430.625000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -2054431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2054445.625000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -2054446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2054463.000000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -2054463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2054462.125000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -2054462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2054478.625000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -2054479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2054490.000000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -2054490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2054494.000000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -2054494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2054495.375000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -2054495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2054496.125000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -2054496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2054498.750000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -2054499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2054507.125000 Penalty: 4950.141602
	Iteration 35Q: 3 clusters Score -2054507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2054512.625000 Penalty: 4950.141602
	Iteration 36Q: 3 clusters Score -2054513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2054516.250000 Penalty: 4950.141602
	Iteration 37Q: 3 clusters Score -2054516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2054527.875000 Penalty: 4950.141602
	Iteration 38Q: 3 clusters Score -2054528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2054527.500000 Penalty: 4950.141602
	Iteration 39Q: 3 clusters Score -2054528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2054527.125000 Penalty: 4950.141602
	Iteration 40F: 3 clusters Score -2054527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2054529.875000 Penalty: 4950.141602
	Iteration 41Q: 3 clusters Score -2054530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2054533.250000 Penalty: 4950.141602
	Iteration 42Q: 3 clusters Score -2054533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2054529.875000 Penalty: 4950.141602
	Iteration 43Q: 3 clusters Score -2054530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2054530.875000 Penalty: 4950.141602
	Iteration 44Q: 3 clusters Score -2054531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2054534.500000 Penalty: 4950.141602
	Iteration 45Q: 3 clusters Score -2054534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2054531.125000 Penalty: 4950.141602
	Iteration 46Q: 3 clusters Score -2054531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2054531.125000 Penalty: 4950.141602
	Iteration 47F: 3 clusters Score -2054531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Entering Unmasked Estep 
Score: -10072999.000000 Penalty: 2910.402100
	Iteration 0F: 2 clusters Score -1.0073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -9989244.000000 Penalty: 5820.804199
	Iteration 0F: 3 clusters Score -9989244 nChanged 59339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -10023250.000000 Penalty: 5820.804199
	Iteration 1F: 3 clusters Score -1.002325e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -10023913.000000 Penalty: 5820.804199
	Iteration 2Q: 3 clusters Score -1.002391e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -10024568.000000 Penalty: 5820.804199
	Iteration 3Q: 3 clusters Score -1.002457e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -10025347.000000 Penalty: 5820.804199
	Iteration 4Q: 3 clusters Score -1.002535e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -10026275.000000 Penalty: 5820.804199
	Iteration 5Q: 3 clusters Score -1.002628e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -10027571.000000 Penalty: 5820.804199
	Iteration 6Q: 3 clusters Score -1.002757e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -10029480.000000 Penalty: 5820.804199
	Iteration 7Q: 3 clusters Score -1.002948e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -10032363.000000 Penalty: 5820.804199
	Iteration 8Q: 3 clusters Score -1.003236e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -10036913.000000 Penalty: 5820.804199
	Iteration 9F: 3 clusters Score -1.003691e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -10043202.000000 Penalty: 5820.804199
	Iteration 10F: 3 clusters Score -1.00432e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -10050701.000000 Penalty: 5820.804199
	Iteration 11F: 3 clusters Score -1.00507e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -10057600.000000 Penalty: 5820.804199
	Iteration 12F: 3 clusters Score -1.00576e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -10062509.000000 Penalty: 5820.804199
	Iteration 13Q: 3 clusters Score -1.006251e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -10065820.000000 Penalty: 5820.804199
	Iteration 14Q: 3 clusters Score -1.006582e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -10067917.000000 Penalty: 5820.804199
	Iteration 15Q: 3 clusters Score -1.006792e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10069058.000000 Penalty: 5820.804199
	Iteration 16Q: 3 clusters Score -1.006906e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10069720.000000 Penalty: 5820.804199
	Iteration 17Q: 3 clusters Score -1.006972e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10070063.000000 Penalty: 5820.804199
	Iteration 18Q: 3 clusters Score -1.007006e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10070241.000000 Penalty: 5820.804199
	Iteration 19Q: 3 clusters Score -1.007024e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10070330.000000 Penalty: 5820.804199
	Iteration 20F: 3 clusters Score -1.007033e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124228 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10070387.000000 Penalty: 5820.804199
	Iteration 21Q: 3 clusters Score -1.007039e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10070430.000000 Penalty: 5820.804199
	Iteration 22Q: 3 clusters Score -1.007043e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124310 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10070467.000000 Penalty: 5820.804199
	Iteration 23Q: 3 clusters Score -1.007047e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10070467.000000 Penalty: 5820.804199
	Iteration 24Q: 3 clusters Score -1.007047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10070486.000000 Penalty: 5820.804199
	Iteration 25Q: 3 clusters Score -1.007049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124361 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10070483.000000 Penalty: 5820.804199
	Iteration 26Q: 3 clusters Score -1.007048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10070500.000000 Penalty: 5820.804199
	Iteration 27Q: 3 clusters Score -1.00705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124382 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10070498.000000 Penalty: 5820.804199
	Iteration 28Q: 3 clusters Score -1.00705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124395 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10070518.000000 Penalty: 5820.804199
	Iteration 29Q: 3 clusters Score -1.007052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10070522.000000 Penalty: 5820.804199
	Iteration 30Q: 3 clusters Score -1.007052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124404 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10070520.000000 Penalty: 5820.804199
	Iteration 31Q: 3 clusters Score -1.007052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10070534.000000 Penalty: 5820.804199
	Iteration 32Q: 3 clusters Score -1.007053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10070540.000000 Penalty: 5820.804199
	Iteration 33Q: 3 clusters Score -1.007054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124411 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10070536.000000 Penalty: 5820.804199
	Iteration 34Q: 3 clusters Score -1.007054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10070536.000000 Penalty: 5820.804199
	Iteration 35Q: 3 clusters Score -1.007054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10070535.000000 Penalty: 5820.804199
	Iteration 36Q: 3 clusters Score -1.007054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124408 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10070535.000000 Penalty: 5820.804199
	Iteration 37F: 3 clusters Score -1.007054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Entering Unmasked Estep 
Score: -3567353.000000 Penalty: 2650.868408
	Iteration 0F: 2 clusters Score -3567353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3537732.250000 Penalty: 5301.736816
	Iteration 0F: 3 clusters Score -3537732 nChanged 20177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3549001.250000 Penalty: 5301.736816
	Iteration 1F: 3 clusters Score -3549001 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3549589.750000 Penalty: 5301.736816
	Iteration 2Q: 3 clusters Score -3549590 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3550136.500000 Penalty: 5301.736816
	Iteration 3Q: 3 clusters Score -3550136 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3550666.250000 Penalty: 5301.736816
	Iteration 4Q: 3 clusters Score -3550666 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3551290.500000 Penalty: 5301.736816
	Iteration 5Q: 3 clusters Score -3551290 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3551983.000000 Penalty: 5301.736816
	Iteration 6Q: 3 clusters Score -3551983 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3552867.500000 Penalty: 5301.736816
	Iteration 7Q: 3 clusters Score -3552868 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3553920.000000 Penalty: 5301.736816
	Iteration 8Q: 3 clusters Score -3553920 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3555325.250000 Penalty: 5301.736816
	Iteration 9Q: 3 clusters Score -3555325 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3556940.000000 Penalty: 5301.736816
	Iteration 10F: 3 clusters Score -3556940 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -3558475.000000 Penalty: 5301.736816
	Iteration 11Q: 3 clusters Score -3558475 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -3559715.250000 Penalty: 5301.736816
	Iteration 12Q: 3 clusters Score -3559715 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3560454.250000 Penalty: 5301.736816
	Iteration 13Q: 3 clusters Score -3560454 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -3560937.250000 Penalty: 5301.736816
	Iteration 14Q: 3 clusters Score -3560937 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -3561307.750000 Penalty: 5301.736816
	Iteration 15Q: 3 clusters Score -3561308 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -3561609.500000 Penalty: 5301.736816
	Iteration 16Q: 3 clusters Score -3561610 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -3561885.500000 Penalty: 5301.736816
	Iteration 17Q: 3 clusters Score -3561886 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -3562172.500000 Penalty: 5301.736816
	Iteration 18Q: 3 clusters Score -3562172 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -3562467.750000 Penalty: 5301.736816
	Iteration 19Q: 3 clusters Score -3562468 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -3562733.000000 Penalty: 5301.736816
	Iteration 20F: 3 clusters Score -3562733 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -3563001.500000 Penalty: 5301.736816
	Iteration 21Q: 3 clusters Score -3563002 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -3563278.500000 Penalty: 5301.736816
	Iteration 22Q: 3 clusters Score -3563278 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -3563543.000000 Penalty: 5301.736816
	Iteration 23Q: 3 clusters Score -3563543 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -3563785.250000 Penalty: 5301.736816
	Iteration 24Q: 3 clusters Score -3563785 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -3563985.500000 Penalty: 5301.736816
	Iteration 25Q: 3 clusters Score -3563986 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -3564164.500000 Penalty: 5301.736816
	Iteration 26Q: 3 clusters Score -3564164 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -3564311.000000 Penalty: 5301.736816
	Iteration 27Q: 3 clusters Score -3564311 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -3564423.500000 Penalty: 5301.736816
	Iteration 28Q: 3 clusters Score -3564424 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -3564545.250000 Penalty: 5301.736816
	Iteration 29Q: 3 clusters Score -3564545 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -3564667.500000 Penalty: 5301.736816
	Iteration 30Q: 3 clusters Score -3564668 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -3564748.000000 Penalty: 5301.736816
	Iteration 31Q: 3 clusters Score -3564748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -3564814.750000 Penalty: 5301.736816
	Iteration 32Q: 3 clusters Score -3564815 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -3564857.250000 Penalty: 5301.736816
	Iteration 33Q: 3 clusters Score -3564857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -3564896.000000 Penalty: 5301.736816
	Iteration 34Q: 3 clusters Score -3564896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -3564932.250000 Penalty: 5301.736816
	Iteration 35Q: 3 clusters Score -3564932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -3564966.750000 Penalty: 5301.736816
	Iteration 36Q: 3 clusters Score -3564967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -3564988.750000 Penalty: 5301.736816
	Iteration 37Q: 3 clusters Score -3564989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -3565014.000000 Penalty: 5301.736816
	Iteration 38Q: 3 clusters Score -3565014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -3565043.500000 Penalty: 5301.736816
	Iteration 39Q: 3 clusters Score -3565044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -3565060.750000 Penalty: 5301.736816
	Iteration 40F: 3 clusters Score -3565061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -3565067.250000 Penalty: 5301.736816
	Iteration 41Q: 3 clusters Score -3565067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -3565070.750000 Penalty: 5301.736816
	Iteration 42Q: 3 clusters Score -3565071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -3565074.500000 Penalty: 5301.736816
	Iteration 43Q: 3 clusters Score -3565074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -3565081.250000 Penalty: 5301.736816
	Iteration 44Q: 3 clusters Score -3565081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -3565089.500000 Penalty: 5301.736816
	Iteration 45Q: 3 clusters Score -3565090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -3565089.500000 Penalty: 5301.736816
	Iteration 46Q: 3 clusters Score -3565090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -3565094.000000 Penalty: 5301.736816
	Iteration 47Q: 3 clusters Score -3565094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -3565106.000000 Penalty: 5301.736816
	Iteration 48Q: 3 clusters Score -3565106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -3565110.000000 Penalty: 5301.736816
	Iteration 49Q: 3 clusters Score -3565110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -3565114.500000 Penalty: 5301.736816
	Iteration 50Q: 3 clusters Score -3565114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -3565116.500000 Penalty: 5301.736816
	Iteration 51Q: 3 clusters Score -3565116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -3565114.500000 Penalty: 5301.736816
	Iteration 52Q: 3 clusters Score -3565114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -3565114.500000 Penalty: 5301.736816
	Iteration 53F: 3 clusters Score -3565114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -258390.484375 Penalty: 2070.789551
	Iteration 0F: 2 clusters Score -258390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -254337.031250 Penalty: 4141.579102
	Iteration 0F: 3 clusters Score -254337 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -255525.203125 Penalty: 4141.579102
	Iteration 1F: 3 clusters Score -255525.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -255963.015625 Penalty: 4141.579102
	Iteration 2F: 3 clusters Score -255963 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -256329.046875 Penalty: 4141.579102
	Iteration 3F: 3 clusters Score -256329 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -256668.890625 Penalty: 4141.579102
	Iteration 4F: 3 clusters Score -256668.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -257004.140625 Penalty: 4141.579102
	Iteration 5F: 3 clusters Score -257004.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -257272.796875 Penalty: 4141.579102
	Iteration 6F: 3 clusters Score -257272.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -257449.359375 Penalty: 4141.579102
	Iteration 7Q: 3 clusters Score -257449.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -257613.828125 Penalty: 4141.579102
	Iteration 8Q: 3 clusters Score -257613.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -257754.656250 Penalty: 4141.579102
	Iteration 9Q: 3 clusters Score -257754.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -257831.140625 Penalty: 4141.579102
	Iteration 10Q: 3 clusters Score -257831.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -257890.125000 Penalty: 4141.579102
	Iteration 11Q: 3 clusters Score -257890.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -257926.109375 Penalty: 4141.579102
	Iteration 12Q: 3 clusters Score -257926.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -257964.109375 Penalty: 4141.579102
	Iteration 13Q: 3 clusters Score -257964.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -257998.171875 Penalty: 4141.579102
	Iteration 14Q: 3 clusters Score -257998.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -258020.953125 Penalty: 4141.579102
	Iteration 15Q: 3 clusters Score -258021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -258040.953125 Penalty: 4141.579102
	Iteration 16Q: 3 clusters Score -258041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -258061.140625 Penalty: 4141.579102
	Iteration 17Q: 3 clusters Score -258061.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -258088.203125 Penalty: 4141.579102
	Iteration 18Q: 3 clusters Score -258088.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -258111.234375 Penalty: 4141.579102
	Iteration 19Q: 3 clusters Score -258111.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -258134.828125 Penalty: 4141.579102
	Iteration 20F: 3 clusters Score -258134.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -258148.921875 Penalty: 4141.579102
	Iteration 21Q: 3 clusters Score -258148.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -258158.156250 Penalty: 4141.579102
	Iteration 22Q: 3 clusters Score -258158.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -258167.156250 Penalty: 4141.579102
	Iteration 23Q: 3 clusters Score -258167.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -258180.093750 Penalty: 4141.579102
	Iteration 24Q: 3 clusters Score -258180.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -258187.812500 Penalty: 4141.579102
	Iteration 25Q: 3 clusters Score -258187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -258192.093750 Penalty: 4141.579102
	Iteration 26Q: 3 clusters Score -258192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -258196.312500 Penalty: 4141.579102
	Iteration 27Q: 3 clusters Score -258196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -258200.093750 Penalty: 4141.579102
	Iteration 28Q: 3 clusters Score -258200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -258205.078125 Penalty: 4141.579102
	Iteration 29Q: 3 clusters Score -258205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -258208.703125 Penalty: 4141.579102
	Iteration 30Q: 3 clusters Score -258208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -258210.609375 Penalty: 4141.579102
	Iteration 31Q: 3 clusters Score -258210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -258212.078125 Penalty: 4141.579102
	Iteration 32Q: 3 clusters Score -258212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -258213.250000 Penalty: 4141.579102
	Iteration 33Q: 3 clusters Score -258213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -258214.218750 Penalty: 4141.579102
	Iteration 34Q: 3 clusters Score -258214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -258214.953125 Penalty: 4141.579102
	Iteration 35Q: 3 clusters Score -258215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -258216.625000 Penalty: 4141.579102
	Iteration 36Q: 3 clusters Score -258216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258216.625000 Penalty: 4141.579102
	Iteration 37Q: 3 clusters Score -258216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258216.625000 Penalty: 4141.579102
	Iteration 38F: 3 clusters Score -258216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -323459.468750 Penalty: 2065.455811
	Iteration 0F: 2 clusters Score -323459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -319487.375000 Penalty: 4130.911621
	Iteration 0F: 3 clusters Score -319487.4 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -320406.937500 Penalty: 4130.911621
	Iteration 1F: 3 clusters Score -320406.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -320633.125000 Penalty: 4130.911621
	Iteration 2F: 3 clusters Score -320633.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -320766.468750 Penalty: 4130.911621
	Iteration 3F: 3 clusters Score -320766.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -320871.656250 Penalty: 4130.911621
	Iteration 4Q: 3 clusters Score -320871.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -320965.687500 Penalty: 4130.911621
	Iteration 5Q: 3 clusters Score -320965.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -321051.093750 Penalty: 4130.911621
	Iteration 6Q: 3 clusters Score -321051.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -321132.125000 Penalty: 4130.911621
	Iteration 7Q: 3 clusters Score -321132.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -321211.656250 Penalty: 4130.911621
	Iteration 8Q: 3 clusters Score -321211.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -321284.093750 Penalty: 4130.911621
	Iteration 9Q: 3 clusters Score -321284.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -321359.968750 Penalty: 4130.911621
	Iteration 10Q: 3 clusters Score -321360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -321427.281250 Penalty: 4130.911621
	Iteration 11Q: 3 clusters Score -321427.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -321499.000000 Penalty: 4130.911621
	Iteration 12Q: 3 clusters Score -321499 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -321558.125000 Penalty: 4130.911621
	Iteration 13Q: 3 clusters Score -321558.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -321600.000000 Penalty: 4130.911621
	Iteration 14Q: 3 clusters Score -321600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -321627.562500 Penalty: 4130.911621
	Iteration 15Q: 3 clusters Score -321627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -321640.875000 Penalty: 4130.911621
	Iteration 16Q: 3 clusters Score -321640.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -321651.625000 Penalty: 4130.911621
	Iteration 17Q: 3 clusters Score -321651.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -321661.593750 Penalty: 4130.911621
	Iteration 18Q: 3 clusters Score -321661.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -321667.593750 Penalty: 4130.911621
	Iteration 19Q: 3 clusters Score -321667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -321670.156250 Penalty: 4130.911621
	Iteration 20F: 3 clusters Score -321670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -321673.687500 Penalty: 4130.911621
	Iteration 21Q: 3 clusters Score -321673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -321676.000000 Penalty: 4130.911621
	Iteration 22Q: 3 clusters Score -321676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -321675.968750 Penalty: 4130.911621
	Iteration 23Q: 3 clusters Score -321676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -321676.468750 Penalty: 4130.911621
	Iteration 24Q: 3 clusters Score -321676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -321676.468750 Penalty: 4130.911621
	Iteration 25F: 3 clusters Score -321676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Entering Unmasked Estep 
Score: -1509680.625000 Penalty: 2439.582764
	Iteration 0F: 2 clusters Score -1509681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1496495.125000 Penalty: 4879.165527
	Iteration 0F: 3 clusters Score -1496495 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1500789.625000 Penalty: 4879.165527
	Iteration 1F: 3 clusters Score -1500790 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1501207.000000 Penalty: 4879.165527
	Iteration 2F: 3 clusters Score -1501207 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1501582.625000 Penalty: 4879.165527
	Iteration 3Q: 3 clusters Score -1501583 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1501985.000000 Penalty: 4879.165527
	Iteration 4Q: 3 clusters Score -1501985 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1502508.375000 Penalty: 4879.165527
	Iteration 5F: 3 clusters Score -1502508 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1503192.625000 Penalty: 4879.165527
	Iteration 6F: 3 clusters Score -1503193 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1503958.875000 Penalty: 4879.165527
	Iteration 7F: 3 clusters Score -1503959 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1504697.875000 Penalty: 4879.165527
	Iteration 8F: 3 clusters Score -1504698 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1505303.375000 Penalty: 4879.165527
	Iteration 9F: 3 clusters Score -1505303 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1505752.750000 Penalty: 4879.165527
	Iteration 10Q: 3 clusters Score -1505753 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1506087.875000 Penalty: 4879.165527
	Iteration 11Q: 3 clusters Score -1506088 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1506314.125000 Penalty: 4879.165527
	Iteration 12Q: 3 clusters Score -1506314 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1506482.875000 Penalty: 4879.165527
	Iteration 13Q: 3 clusters Score -1506483 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1506594.125000 Penalty: 4879.165527
	Iteration 14Q: 3 clusters Score -1506594 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1506685.500000 Penalty: 4879.165527
	Iteration 15Q: 3 clusters Score -1506686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1506774.500000 Penalty: 4879.165527
	Iteration 16Q: 3 clusters Score -1506774 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1506831.625000 Penalty: 4879.165527
	Iteration 17Q: 3 clusters Score -1506832 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1506890.000000 Penalty: 4879.165527
	Iteration 18Q: 3 clusters Score -1506890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1506936.000000 Penalty: 4879.165527
	Iteration 19Q: 3 clusters Score -1506936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1506984.000000 Penalty: 4879.165527
	Iteration 20F: 3 clusters Score -1506984 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1507030.125000 Penalty: 4879.165527
	Iteration 21Q: 3 clusters Score -1507030 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1507070.500000 Penalty: 4879.165527
	Iteration 22Q: 3 clusters Score -1507070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1507110.375000 Penalty: 4879.165527
	Iteration 23Q: 3 clusters Score -1507110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1507156.750000 Penalty: 4879.165527
	Iteration 24Q: 3 clusters Score -1507157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1507202.875000 Penalty: 4879.165527
	Iteration 25Q: 3 clusters Score -1507203 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1507243.375000 Penalty: 4879.165527
	Iteration 26Q: 3 clusters Score -1507243 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1507278.375000 Penalty: 4879.165527
	Iteration 27Q: 3 clusters Score -1507278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1507301.625000 Penalty: 4879.165527
	Iteration 28Q: 3 clusters Score -1507302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1507323.125000 Penalty: 4879.165527
	Iteration 29Q: 3 clusters Score -1507323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1507338.250000 Penalty: 4879.165527
	Iteration 30Q: 3 clusters Score -1507338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1507364.375000 Penalty: 4879.165527
	Iteration 31Q: 3 clusters Score -1507364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1507388.875000 Penalty: 4879.165527
	Iteration 32Q: 3 clusters Score -1507389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1507407.125000 Penalty: 4879.165527
	Iteration 33Q: 3 clusters Score -1507407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1507424.250000 Penalty: 4879.165527
	Iteration 34Q: 3 clusters Score -1507424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1507442.375000 Penalty: 4879.165527
	Iteration 35Q: 3 clusters Score -1507442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1507466.625000 Penalty: 4879.165527
	Iteration 36Q: 3 clusters Score -1507467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1507490.750000 Penalty: 4879.165527
	Iteration 37Q: 3 clusters Score -1507491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1507514.875000 Penalty: 4879.165527
	Iteration 38Q: 3 clusters Score -1507515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1507532.000000 Penalty: 4879.165527
	Iteration 39Q: 3 clusters Score -1507532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1507544.125000 Penalty: 4879.165527
	Iteration 40F: 3 clusters Score -1507544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1507565.875000 Penalty: 4879.165527
	Iteration 41Q: 3 clusters Score -1507566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1507578.500000 Penalty: 4879.165527
	Iteration 42Q: 3 clusters Score -1507578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1507583.625000 Penalty: 4879.165527
	Iteration 43Q: 3 clusters Score -1507584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1507593.750000 Penalty: 4879.165527
	Iteration 44Q: 3 clusters Score -1507594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1507602.750000 Penalty: 4879.165527
	Iteration 45Q: 3 clusters Score -1507603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1507608.250000 Penalty: 4879.165527
	Iteration 46Q: 3 clusters Score -1507608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1507618.000000 Penalty: 4879.165527
	Iteration 47Q: 3 clusters Score -1507618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1507623.125000 Penalty: 4879.165527
	Iteration 48Q: 3 clusters Score -1507623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1507626.000000 Penalty: 4879.165527
	Iteration 49Q: 3 clusters Score -1507626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1507630.500000 Penalty: 4879.165527
	Iteration 50Q: 3 clusters Score -1507630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1507630.750000 Penalty: 4879.165527
	Iteration 51Q: 3 clusters Score -1507631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1507631.875000 Penalty: 4879.165527
	Iteration 52Q: 3 clusters Score -1507632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1507631.750000 Penalty: 4879.165527
	Iteration 53Q: 3 clusters Score -1507632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1507634.875000 Penalty: 4879.165527
	Iteration 54Q: 3 clusters Score -1507635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1507635.625000 Penalty: 4879.165527
	Iteration 55Q: 3 clusters Score -1507636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1507636.125000 Penalty: 4879.165527
	Iteration 56Q: 3 clusters Score -1507636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1507637.375000 Penalty: 4879.165527
	Iteration 57Q: 3 clusters Score -1507637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1507638.125000 Penalty: 4879.165527
	Iteration 58Q: 3 clusters Score -1507638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1507639.625000 Penalty: 4879.165527
	Iteration 59Q: 3 clusters Score -1507640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1507642.625000 Penalty: 4879.165527
	Iteration 60F: 3 clusters Score -1507643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1507643.750000 Penalty: 4879.165527
	Iteration 61Q: 3 clusters Score -1507644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1507641.250000 Penalty: 4879.165527
	Iteration 62Q: 3 clusters Score -1507641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1507645.250000 Penalty: 4879.165527
	Iteration 63Q: 3 clusters Score -1507645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1507650.875000 Penalty: 4879.165527
	Iteration 64Q: 3 clusters Score -1507651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1507651.875000 Penalty: 4879.165527
	Iteration 65Q: 3 clusters Score -1507652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1507656.625000 Penalty: 4879.165527
	Iteration 66Q: 3 clusters Score -1507657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1507655.750000 Penalty: 4879.165527
	Iteration 67Q: 3 clusters Score -1507656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1507656.875000 Penalty: 4879.165527
	Iteration 68Q: 3 clusters Score -1507657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1507656.875000 Penalty: 4879.165527
	Iteration 69F: 3 clusters Score -1507657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -52446.308594 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -52446.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -50797.277344 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -50797.28 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -51286.570312 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -51286.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -51681.886719 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -51681.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -51943.710938 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -51943.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -52235.882812 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -52235.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -52529.621094 Penalty: 3306.179199
	Iteration 5F: 3 clusters Score -52529.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -52776.031250 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -52776.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -52968.289062 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -52968.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -53043.332031 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -53043.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53124.945312 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -53124.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53179.839844 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -53179.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53195.906250 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -53195.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -53218.488281 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -53218.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53241.636719 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -53241.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53248.785156 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -53248.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -53252.667969 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -53252.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53255.886719 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -53255.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -53259.429688 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -53259.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53260.507812 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -53260.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53260.953125 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -53260.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53280.867188 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -53280.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -53338.652344 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -53338.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53342.972656 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -53342.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -53342.972656 Penalty: 3306.179199
	Iteration 23F: 3 clusters Score -53342.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 17072 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 5690 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 14330 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 8938 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 495 members 
Entering Unmasked Estep 
Score: -150766656.000000 Penalty: 207010.796875
Splitting cluster 16 changes total score from -150767520.000000 to -150766656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (127166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127166 members 
Entering Unmasked Estep 
Score: -12529410.000000 Penalty: 2914.805664
	Iteration 0F: 2 clusters Score -1.252941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -12445188.000000 Penalty: 5829.611328
	Iteration 0F: 3 clusters Score -1.244519e+07 nChanged 60655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -12480220.000000 Penalty: 5829.611328
	Iteration 1F: 3 clusters Score -1.248022e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -12481708.000000 Penalty: 5829.611328
	Iteration 2Q: 3 clusters Score -1.248171e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -12484019.000000 Penalty: 5829.611328
	Iteration 3Q: 3 clusters Score -1.248402e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -12487749.000000 Penalty: 5829.611328
	Iteration 4F: 3 clusters Score -1.248775e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -12493380.000000 Penalty: 5829.611328
	Iteration 5F: 3 clusters Score -1.249338e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97081 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -12501255.000000 Penalty: 5829.611328
	Iteration 6F: 3 clusters Score -1.250126e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -12509737.000000 Penalty: 5829.611328
	Iteration 7F: 3 clusters Score -1.250974e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -12517068.000000 Penalty: 5829.611328
	Iteration 8F: 3 clusters Score -1.251707e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119802 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -12521692.000000 Penalty: 5829.611328
	Iteration 9Q: 3 clusters Score -1.252169e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122846 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -12524297.000000 Penalty: 5829.611328
	Iteration 10Q: 3 clusters Score -1.25243e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -12525586.000000 Penalty: 5829.611328
	Iteration 11Q: 3 clusters Score -1.252559e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12526175.000000 Penalty: 5829.611328
	Iteration 12Q: 3 clusters Score -1.252618e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125640 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -12526429.000000 Penalty: 5829.611328
	Iteration 13Q: 3 clusters Score -1.252643e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125843 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12526614.000000 Penalty: 5829.611328
	Iteration 14Q: 3 clusters Score -1.252661e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125975 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12526720.000000 Penalty: 5829.611328
	Iteration 15Q: 3 clusters Score -1.252672e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126063 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12526785.000000 Penalty: 5829.611328
	Iteration 16Q: 3 clusters Score -1.252678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12526838.000000 Penalty: 5829.611328
	Iteration 17Q: 3 clusters Score -1.252684e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12526850.000000 Penalty: 5829.611328
	Iteration 18Q: 3 clusters Score -1.252685e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12526859.000000 Penalty: 5829.611328
	Iteration 19Q: 3 clusters Score -1.252686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126214 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12526861.000000 Penalty: 5829.611328
	Iteration 20F: 3 clusters Score -1.252686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12526903.000000 Penalty: 5829.611328
	Iteration 21Q: 3 clusters Score -1.25269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126254 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12526911.000000 Penalty: 5829.611328
	Iteration 22Q: 3 clusters Score -1.252691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12526923.000000 Penalty: 5829.611328
	Iteration 23Q: 3 clusters Score -1.252692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126265 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12526930.000000 Penalty: 5829.611328
	Iteration 24Q: 3 clusters Score -1.252693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12526937.000000 Penalty: 5829.611328
	Iteration 25Q: 3 clusters Score -1.252694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126283 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12526929.000000 Penalty: 5829.611328
	Iteration 26Q: 3 clusters Score -1.252693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12526948.000000 Penalty: 5829.611328
	Iteration 27Q: 3 clusters Score -1.252695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126294 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12526946.000000 Penalty: 5829.611328
	Iteration 28Q: 3 clusters Score -1.252695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12526936.000000 Penalty: 5829.611328
	Iteration 29Q: 3 clusters Score -1.252694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12526940.000000 Penalty: 5829.611328
	Iteration 30Q: 3 clusters Score -1.252694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126297 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12526938.000000 Penalty: 5829.611328
	Iteration 31Q: 3 clusters Score -1.252694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126297 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12526938.000000 Penalty: 5829.611328
	Iteration 32F: 3 clusters Score -1.252694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170269 members 
Entering Unmasked Estep 
Score: -13966002.000000 Penalty: 2987.193359
	Iteration 0F: 2 clusters Score -1.3966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -13852253.000000 Penalty: 5974.386719
	Iteration 0F: 3 clusters Score -1.385225e+07 nChanged 81278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -13899394.000000 Penalty: 5974.386719
	Iteration 1F: 3 clusters Score -1.389939e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -13900582.000000 Penalty: 5974.386719
	Iteration 2Q: 3 clusters Score -1.390058e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -13902086.000000 Penalty: 5974.386719
	Iteration 3Q: 3 clusters Score -1.390209e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -13904665.000000 Penalty: 5974.386719
	Iteration 4Q: 3 clusters Score -1.390466e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -13908568.000000 Penalty: 5974.386719
	Iteration 5Q: 3 clusters Score -1.390857e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -13914118.000000 Penalty: 5974.386719
	Iteration 6F: 3 clusters Score -1.391412e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -13921308.000000 Penalty: 5974.386719
	Iteration 7F: 3 clusters Score -1.392131e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -13929363.000000 Penalty: 5974.386719
	Iteration 8F: 3 clusters Score -1.392936e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 135983 members 
Entering Unmasked Estep 
Score: -13936911.000000 Penalty: 5974.386719
	Iteration 9F: 3 clusters Score -1.393691e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 145284 members 
Entering Unmasked Estep 
Score: -13943715.000000 Penalty: 5974.386719
	Iteration 10F: 3 clusters Score -1.394372e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -13949823.000000 Penalty: 5974.386719
	Iteration 11Q: 3 clusters Score -1.394982e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 159909 members 
Entering Unmasked Estep 
Score: -13955078.000000 Penalty: 5974.386719
	Iteration 12Q: 3 clusters Score -1.395508e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -13959103.000000 Penalty: 5974.386719
	Iteration 13Q: 3 clusters Score -1.39591e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 167359 members 
Entering Unmasked Estep 
Score: -13961349.000000 Penalty: 5974.386719
	Iteration 14Q: 3 clusters Score -1.396135e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 168737 members 
Entering Unmasked Estep 
Score: -13962456.000000 Penalty: 5974.386719
	Iteration 15Q: 3 clusters Score -1.396246e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -13962986.000000 Penalty: 5974.386719
	Iteration 16Q: 3 clusters Score -1.396299e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -13963182.000000 Penalty: 5974.386719
	Iteration 17Q: 3 clusters Score -1.396318e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -13963276.000000 Penalty: 5974.386719
	Iteration 18Q: 3 clusters Score -1.396328e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -13963355.000000 Penalty: 5974.386719
	Iteration 19Q: 3 clusters Score -1.396336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -13963395.000000 Penalty: 5974.386719
	Iteration 20F: 3 clusters Score -1.39634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 169751 members 
Entering Unmasked Estep 
Score: -13963419.000000 Penalty: 5974.386719
	Iteration 21Q: 3 clusters Score -1.396342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -13963442.000000 Penalty: 5974.386719
	Iteration 22Q: 3 clusters Score -1.396344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -13963444.000000 Penalty: 5974.386719
	Iteration 23Q: 3 clusters Score -1.396344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 169792 members 
Entering Unmasked Estep 
Score: -13963467.000000 Penalty: 5974.386719
	Iteration 24Q: 3 clusters Score -1.396347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 169797 members 
Entering Unmasked Estep 
Score: -13963471.000000 Penalty: 5974.386719
	Iteration 25Q: 3 clusters Score -1.396347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -13963476.000000 Penalty: 5974.386719
	Iteration 26Q: 3 clusters Score -1.396348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 169803 members 
Entering Unmasked Estep 
Score: -13963487.000000 Penalty: 5974.386719
	Iteration 27Q: 3 clusters Score -1.396349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 169806 members 
Entering Unmasked Estep 
Score: -13963499.000000 Penalty: 5974.386719
	Iteration 28Q: 3 clusters Score -1.39635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -13963520.000000 Penalty: 5974.386719
	Iteration 29Q: 3 clusters Score -1.396352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -13963520.000000 Penalty: 5974.386719
	Iteration 30Q: 3 clusters Score -1.396352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -13963528.000000 Penalty: 5974.386719
	Iteration 31Q: 3 clusters Score -1.396353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 169817 members 
Entering Unmasked Estep 
Score: -13963529.000000 Penalty: 5974.386719
	Iteration 32Q: 3 clusters Score -1.396353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -13963523.000000 Penalty: 5974.386719
	Iteration 33Q: 3 clusters Score -1.396352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -13963534.000000 Penalty: 5974.386719
	Iteration 34Q: 3 clusters Score -1.396353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 169816 members 
Entering Unmasked Estep 
Score: -13963534.000000 Penalty: 5974.386719
	Iteration 35F: 3 clusters Score -1.396353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Entering Unmasked Estep 
Score: -9303057.000000 Penalty: 2824.512451
	Iteration 0F: 2 clusters Score -9303057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -9246228.000000 Penalty: 5649.024902
	Iteration 0F: 3 clusters Score -9246228 nChanged 41442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -9269637.000000 Penalty: 5649.024902
	Iteration 1F: 3 clusters Score -9269637 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -9270394.000000 Penalty: 5649.024902
	Iteration 2Q: 3 clusters Score -9270394 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -9271033.000000 Penalty: 5649.024902
	Iteration 3Q: 3 clusters Score -9271033 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9271799.000000 Penalty: 5649.024902
	Iteration 4Q: 3 clusters Score -9271799 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -9272579.000000 Penalty: 5649.024902
	Iteration 5Q: 3 clusters Score -9272579 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -9273591.000000 Penalty: 5649.024902
	Iteration 6Q: 3 clusters Score -9273591 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -9274957.000000 Penalty: 5649.024902
	Iteration 7Q: 3 clusters Score -9274957 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -9276853.000000 Penalty: 5649.024902
	Iteration 8Q: 3 clusters Score -9276853 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -9279414.000000 Penalty: 5649.024902
	Iteration 9F: 3 clusters Score -9279414 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -9282891.000000 Penalty: 5649.024902
	Iteration 10F: 3 clusters Score -9282891 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -9286690.000000 Penalty: 5649.024902
	Iteration 11F: 3 clusters Score -9286690 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -9290080.000000 Penalty: 5649.024902
	Iteration 12F: 3 clusters Score -9290080 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -9292561.000000 Penalty: 5649.024902
	Iteration 13Q: 3 clusters Score -9292561 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -9294148.000000 Penalty: 5649.024902
	Iteration 14Q: 3 clusters Score -9294148 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -9295138.000000 Penalty: 5649.024902
	Iteration 15Q: 3 clusters Score -9295138 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -9295950.000000 Penalty: 5649.024902
	Iteration 16Q: 3 clusters Score -9295950 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 80104 members 
Entering Unmasked Estep 
Score: -9296575.000000 Penalty: 5649.024902
	Iteration 17Q: 3 clusters Score -9296575 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -9297162.000000 Penalty: 5649.024902
	Iteration 18Q: 3 clusters Score -9297162 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -9297730.000000 Penalty: 5649.024902
	Iteration 19Q: 3 clusters Score -9297730 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -9298198.000000 Penalty: 5649.024902
	Iteration 20F: 3 clusters Score -9298198 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -9298613.000000 Penalty: 5649.024902
	Iteration 21Q: 3 clusters Score -9298613 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -9298972.000000 Penalty: 5649.024902
	Iteration 22Q: 3 clusters Score -9298972 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -9299237.000000 Penalty: 5649.024902
	Iteration 23Q: 3 clusters Score -9299237 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -9299548.000000 Penalty: 5649.024902
	Iteration 24Q: 3 clusters Score -9299548 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -9299761.000000 Penalty: 5649.024902
	Iteration 25Q: 3 clusters Score -9299761 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -9299905.000000 Penalty: 5649.024902
	Iteration 26Q: 3 clusters Score -9299905 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -9299985.000000 Penalty: 5649.024902
	Iteration 27Q: 3 clusters Score -9299985 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -9300090.000000 Penalty: 5649.024902
	Iteration 28Q: 3 clusters Score -9300090 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -9300171.000000 Penalty: 5649.024902
	Iteration 29Q: 3 clusters Score -9300171 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -9300222.000000 Penalty: 5649.024902
	Iteration 30Q: 3 clusters Score -9300222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -9300295.000000 Penalty: 5649.024902
	Iteration 31Q: 3 clusters Score -9300295 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -9300336.000000 Penalty: 5649.024902
	Iteration 32Q: 3 clusters Score -9300336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -9300377.000000 Penalty: 5649.024902
	Iteration 33Q: 3 clusters Score -9300377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -9300437.000000 Penalty: 5649.024902
	Iteration 34Q: 3 clusters Score -9300437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -9300489.000000 Penalty: 5649.024902
	Iteration 35Q: 3 clusters Score -9300489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -9300546.000000 Penalty: 5649.024902
	Iteration 36Q: 3 clusters Score -9300546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -9300558.000000 Penalty: 5649.024902
	Iteration 37Q: 3 clusters Score -9300558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -9300579.000000 Penalty: 5649.024902
	Iteration 38Q: 3 clusters Score -9300579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -9300580.000000 Penalty: 5649.024902
	Iteration 39Q: 3 clusters Score -9300580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -9300613.000000 Penalty: 5649.024902
	Iteration 40F: 3 clusters Score -9300613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -9300634.000000 Penalty: 5649.024902
	Iteration 41Q: 3 clusters Score -9300634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -9300654.000000 Penalty: 5649.024902
	Iteration 42Q: 3 clusters Score -9300654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -9300644.000000 Penalty: 5649.024902
	Iteration 43Q: 3 clusters Score -9300644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -9300653.000000 Penalty: 5649.024902
	Iteration 44Q: 3 clusters Score -9300653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -9300667.000000 Penalty: 5649.024902
	Iteration 45Q: 3 clusters Score -9300667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -9300669.000000 Penalty: 5649.024902
	Iteration 46Q: 3 clusters Score -9300669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -9300672.000000 Penalty: 5649.024902
	Iteration 47Q: 3 clusters Score -9300672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -9300675.000000 Penalty: 5649.024902
	Iteration 48Q: 3 clusters Score -9300675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -9300686.000000 Penalty: 5649.024902
	Iteration 49Q: 3 clusters Score -9300686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -9300690.000000 Penalty: 5649.024902
	Iteration 50Q: 3 clusters Score -9300690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -9300691.000000 Penalty: 5649.024902
	Iteration 51Q: 3 clusters Score -9300691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -9300686.000000 Penalty: 5649.024902
	Iteration 52Q: 3 clusters Score -9300686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -9300693.000000 Penalty: 5649.024902
	Iteration 53Q: 3 clusters Score -9300693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -9300681.000000 Penalty: 5649.024902
	Iteration 54Q: 3 clusters Score -9300681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -9300685.000000 Penalty: 5649.024902
	Iteration 55Q: 3 clusters Score -9300685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -9300700.000000 Penalty: 5649.024902
	Iteration 56Q: 3 clusters Score -9300700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -9300701.000000 Penalty: 5649.024902
	Iteration 57Q: 3 clusters Score -9300701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -9300701.000000 Penalty: 5649.024902
	Iteration 58F: 3 clusters Score -9300701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -200593.140625 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -200593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -197594.593750 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -197594.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -198210.250000 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -198210.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -198374.625000 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -198374.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -198456.812500 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -198456.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -198502.968750 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -198503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -198546.765625 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -198546.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -198584.375000 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -198584.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -198626.187500 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -198626.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -198667.187500 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -198667.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -198699.375000 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -198699.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -198723.000000 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -198723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -198743.125000 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -198743.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -198761.500000 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -198761.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -198772.328125 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -198772.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -198779.593750 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -198779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -198788.234375 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -198788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -198794.640625 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -198794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -198801.953125 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -198802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -198809.921875 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -198809.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -198823.406250 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -198823.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -198836.953125 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -198837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -198849.984375 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -198850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -198864.281250 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -198864.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -198874.062500 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -198874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -198883.968750 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -198884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -198892.000000 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -198892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -198898.531250 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -198898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -198902.906250 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -198902.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -198908.546875 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -198908.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -198922.281250 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -198922.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -198928.171875 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -198928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -198933.140625 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -198933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -198936.296875 Penalty: 3898.077393
	Iteration 32Q: 3 clusters Score -198936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -198942.546875 Penalty: 3898.077393
	Iteration 33Q: 3 clusters Score -198942.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -198952.078125 Penalty: 3898.077393
	Iteration 34Q: 3 clusters Score -198952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -198961.171875 Penalty: 3898.077393
	Iteration 35Q: 3 clusters Score -198961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -198967.453125 Penalty: 3898.077393
	Iteration 36Q: 3 clusters Score -198967.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -198974.468750 Penalty: 3898.077393
	Iteration 37Q: 3 clusters Score -198974.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -198984.546875 Penalty: 3898.077393
	Iteration 38Q: 3 clusters Score -198984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -198995.375000 Penalty: 3898.077393
	Iteration 39Q: 3 clusters Score -198995.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -199009.265625 Penalty: 3898.077393
	Iteration 40F: 3 clusters Score -199009.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -199018.500000 Penalty: 3898.077393
	Iteration 41Q: 3 clusters Score -199018.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -199026.921875 Penalty: 3898.077393
	Iteration 42Q: 3 clusters Score -199026.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -199037.484375 Penalty: 3898.077393
	Iteration 43Q: 3 clusters Score -199037.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -199045.421875 Penalty: 3898.077393
	Iteration 44Q: 3 clusters Score -199045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -199052.468750 Penalty: 3898.077393
	Iteration 45Q: 3 clusters Score -199052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -199061.562500 Penalty: 3898.077393
	Iteration 46Q: 3 clusters Score -199061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -199070.734375 Penalty: 3898.077393
	Iteration 47Q: 3 clusters Score -199070.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -199083.015625 Penalty: 3898.077393
	Iteration 48Q: 3 clusters Score -199083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -199093.546875 Penalty: 3898.077393
	Iteration 49Q: 3 clusters Score -199093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -199097.406250 Penalty: 3898.077393
	Iteration 50Q: 3 clusters Score -199097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -199104.015625 Penalty: 3898.077393
	Iteration 51Q: 3 clusters Score -199104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -199109.828125 Penalty: 3898.077393
	Iteration 52Q: 3 clusters Score -199109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -199118.187500 Penalty: 3898.077393
	Iteration 53Q: 3 clusters Score -199118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -199129.781250 Penalty: 3898.077393
	Iteration 54Q: 3 clusters Score -199129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -199138.453125 Penalty: 3898.077393
	Iteration 55Q: 3 clusters Score -199138.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -199148.500000 Penalty: 3898.077393
	Iteration 56Q: 3 clusters Score -199148.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -199160.375000 Penalty: 3898.077393
	Iteration 57Q: 3 clusters Score -199160.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -199172.812500 Penalty: 3898.077393
	Iteration 58Q: 3 clusters Score -199172.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -199189.484375 Penalty: 3898.077393
	Iteration 59Q: 3 clusters Score -199189.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -199206.390625 Penalty: 3898.077393
	Iteration 60F: 3 clusters Score -199206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -199225.750000 Penalty: 3898.077393
	Iteration 61Q: 3 clusters Score -199225.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -199247.093750 Penalty: 3898.077393
	Iteration 62Q: 3 clusters Score -199247.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -199264.687500 Penalty: 3898.077393
	Iteration 63Q: 3 clusters Score -199264.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -199273.906250 Penalty: 3898.077393
	Iteration 64Q: 3 clusters Score -199273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -199285.484375 Penalty: 3898.077393
	Iteration 65Q: 3 clusters Score -199285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -199296.031250 Penalty: 3898.077393
	Iteration 66Q: 3 clusters Score -199296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -199302.890625 Penalty: 3898.077393
	Iteration 67Q: 3 clusters Score -199302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -199310.765625 Penalty: 3898.077393
	Iteration 68Q: 3 clusters Score -199310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -199319.843750 Penalty: 3898.077393
	Iteration 69Q: 3 clusters Score -199319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -199327.296875 Penalty: 3898.077393
	Iteration 70Q: 3 clusters Score -199327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -199333.171875 Penalty: 3898.077393
	Iteration 71Q: 3 clusters Score -199333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -199340.218750 Penalty: 3898.077393
	Iteration 72Q: 3 clusters Score -199340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -199345.468750 Penalty: 3898.077393
	Iteration 73Q: 3 clusters Score -199345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -199349.093750 Penalty: 3898.077393
	Iteration 74Q: 3 clusters Score -199349.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -199355.453125 Penalty: 3898.077393
	Iteration 75Q: 3 clusters Score -199355.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -199359.921875 Penalty: 3898.077393
	Iteration 76Q: 3 clusters Score -199359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -199361.109375 Penalty: 3898.077393
	Iteration 77Q: 3 clusters Score -199361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -199362.781250 Penalty: 3898.077393
	Iteration 78Q: 3 clusters Score -199362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -199366.531250 Penalty: 3898.077393
	Iteration 79Q: 3 clusters Score -199366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -199370.578125 Penalty: 3898.077393
	Iteration 80F: 3 clusters Score -199370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -199371.296875 Penalty: 3898.077393
	Iteration 81Q: 3 clusters Score -199371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -199372.093750 Penalty: 3898.077393
	Iteration 82Q: 3 clusters Score -199372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -199372.093750 Penalty: 3898.077393
	Iteration 83F: 3 clusters Score -199372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -188251.546875 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -188251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -185349.718750 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -185349.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -185941.265625 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -185941.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -186114.484375 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -186114.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -186211.390625 Penalty: 3874.337158
	Iteration 3Q: 3 clusters Score -186211.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -186270.968750 Penalty: 3874.337158
	Iteration 4Q: 3 clusters Score -186271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -186306.562500 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -186306.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -186335.734375 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -186335.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -186357.546875 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -186357.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186373.265625 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -186373.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -186392.546875 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -186392.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -186418.234375 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -186418.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -186448.796875 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -186448.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -186483.953125 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -186484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -186519.578125 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -186519.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -186562.265625 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -186562.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -186610.093750 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -186610.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -186672.078125 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -186672.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -186727.750000 Penalty: 3874.337158
	Iteration 17Q: 3 clusters Score -186727.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -186760.515625 Penalty: 3874.337158
	Iteration 18Q: 3 clusters Score -186760.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -186799.781250 Penalty: 3874.337158
	Iteration 19Q: 3 clusters Score -186799.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -186830.890625 Penalty: 3874.337158
	Iteration 20F: 3 clusters Score -186830.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -186852.078125 Penalty: 3874.337158
	Iteration 21Q: 3 clusters Score -186852.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -186879.171875 Penalty: 3874.337158
	Iteration 22Q: 3 clusters Score -186879.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -186905.265625 Penalty: 3874.337158
	Iteration 23Q: 3 clusters Score -186905.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -186923.281250 Penalty: 3874.337158
	Iteration 24Q: 3 clusters Score -186923.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -186936.656250 Penalty: 3874.337158
	Iteration 25Q: 3 clusters Score -186936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -186941.375000 Penalty: 3874.337158
	Iteration 26Q: 3 clusters Score -186941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -186946.375000 Penalty: 3874.337158
	Iteration 27Q: 3 clusters Score -186946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -186947.796875 Penalty: 3874.337158
	Iteration 28Q: 3 clusters Score -186947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -186952.171875 Penalty: 3874.337158
	Iteration 29Q: 3 clusters Score -186952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -186957.718750 Penalty: 3874.337158
	Iteration 30Q: 3 clusters Score -186957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -186960.578125 Penalty: 3874.337158
	Iteration 31Q: 3 clusters Score -186960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -186961.890625 Penalty: 3874.337158
	Iteration 32Q: 3 clusters Score -186961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -186963.609375 Penalty: 3874.337158
	Iteration 33Q: 3 clusters Score -186963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -186967.437500 Penalty: 3874.337158
	Iteration 34Q: 3 clusters Score -186967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -186970.656250 Penalty: 3874.337158
	Iteration 35Q: 3 clusters Score -186970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -186976.171875 Penalty: 3874.337158
	Iteration 36Q: 3 clusters Score -186976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -186980.781250 Penalty: 3874.337158
	Iteration 37Q: 3 clusters Score -186980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -186986.640625 Penalty: 3874.337158
	Iteration 38Q: 3 clusters Score -186986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -186993.500000 Penalty: 3874.337158
	Iteration 39Q: 3 clusters Score -186993.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -187001.328125 Penalty: 3874.337158
	Iteration 40F: 3 clusters Score -187001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -187005.968750 Penalty: 3874.337158
	Iteration 41Q: 3 clusters Score -187006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -187013.359375 Penalty: 3874.337158
	Iteration 42Q: 3 clusters Score -187013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -187018.468750 Penalty: 3874.337158
	Iteration 43Q: 3 clusters Score -187018.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -187025.500000 Penalty: 3874.337158
	Iteration 44Q: 3 clusters Score -187025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -187031.234375 Penalty: 3874.337158
	Iteration 45Q: 3 clusters Score -187031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -187037.250000 Penalty: 3874.337158
	Iteration 46Q: 3 clusters Score -187037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -187041.406250 Penalty: 3874.337158
	Iteration 47Q: 3 clusters Score -187041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -187052.546875 Penalty: 3874.337158
	Iteration 48Q: 3 clusters Score -187052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -187073.687500 Penalty: 3874.337158
	Iteration 49Q: 3 clusters Score -187073.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -187090.296875 Penalty: 3874.337158
	Iteration 50Q: 3 clusters Score -187090.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -187101.000000 Penalty: 3874.337158
	Iteration 51Q: 3 clusters Score -187101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -187106.000000 Penalty: 3874.337158
	Iteration 52Q: 3 clusters Score -187106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -187112.828125 Penalty: 3874.337158
	Iteration 53Q: 3 clusters Score -187112.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -187122.312500 Penalty: 3874.337158
	Iteration 54Q: 3 clusters Score -187122.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -187134.515625 Penalty: 3874.337158
	Iteration 55Q: 3 clusters Score -187134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -187141.031250 Penalty: 3874.337158
	Iteration 56Q: 3 clusters Score -187141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -187147.984375 Penalty: 3874.337158
	Iteration 57Q: 3 clusters Score -187148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -187150.968750 Penalty: 3874.337158
	Iteration 58Q: 3 clusters Score -187151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -187151.468750 Penalty: 3874.337158
	Iteration 59Q: 3 clusters Score -187151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -187152.875000 Penalty: 3874.337158
	Iteration 60F: 3 clusters Score -187152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -187153.890625 Penalty: 3874.337158
	Iteration 61Q: 3 clusters Score -187153.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -187153.890625 Penalty: 3874.337158
	Iteration 62F: 3 clusters Score -187153.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -1347675.250000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -1347675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1335384.500000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -1335384 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1339609.000000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -1339609 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1340354.125000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -1340354 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1341244.125000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -1341244 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1342328.625000 Penalty: 4839.077637
	Iteration 4F: 3 clusters Score -1342329 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1343463.750000 Penalty: 4839.077637
	Iteration 5F: 3 clusters Score -1343464 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1344733.125000 Penalty: 4839.077637
	Iteration 6F: 3 clusters Score -1344733 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1345907.375000 Penalty: 4839.077637
	Iteration 7F: 3 clusters Score -1345907 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1346616.500000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -1346616 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1346952.250000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -1346952 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1347112.625000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -1347113 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1347192.000000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -1347192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1347245.750000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -1347246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1347283.250000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -1347283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1347310.375000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -1347310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1347328.750000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -1347329 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1347340.250000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -1347340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1347359.000000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -1347359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1347367.500000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -1347368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1347374.625000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -1347375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1347383.000000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -1347383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1347388.875000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -1347389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1347396.000000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -1347396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1347401.750000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -1347402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1347409.250000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -1347409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1347413.500000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -1347414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1347411.375000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -1347411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1347408.250000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -1347408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1347412.375000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -1347412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1347419.250000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -1347419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1347418.375000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -1347418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1347418.875000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -1347419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1347421.500000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -1347422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1347423.000000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -1347423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1347421.625000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -1347422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1347421.375000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -1347421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1347425.125000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -1347425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1347423.125000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -1347423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1347424.500000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -1347424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1347422.625000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -1347423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1347422.625000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -1347423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -485628.250000 Penalty: 2165.771484
	Iteration 0F: 2 clusters Score -485628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -480318.125000 Penalty: 4331.542969
	Iteration 0F: 3 clusters Score -480318.1 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -481623.593750 Penalty: 4331.542969
	Iteration 1F: 3 clusters Score -481623.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -481845.093750 Penalty: 4331.542969
	Iteration 2F: 3 clusters Score -481845.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -481982.656250 Penalty: 4331.542969
	Iteration 3Q: 3 clusters Score -481982.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -482087.031250 Penalty: 4331.542969
	Iteration 4Q: 3 clusters Score -482087 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -482180.250000 Penalty: 4331.542969
	Iteration 5Q: 3 clusters Score -482180.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -482270.906250 Penalty: 4331.542969
	Iteration 6Q: 3 clusters Score -482270.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -482361.843750 Penalty: 4331.542969
	Iteration 7Q: 3 clusters Score -482361.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -482458.031250 Penalty: 4331.542969
	Iteration 8Q: 3 clusters Score -482458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -482579.406250 Penalty: 4331.542969
	Iteration 9Q: 3 clusters Score -482579.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -482731.625000 Penalty: 4331.542969
	Iteration 10Q: 3 clusters Score -482731.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -482885.093750 Penalty: 4331.542969
	Iteration 11Q: 3 clusters Score -482885.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -483026.968750 Penalty: 4331.542969
	Iteration 12Q: 3 clusters Score -483027 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -483142.750000 Penalty: 4331.542969
	Iteration 13Q: 3 clusters Score -483142.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -483242.937500 Penalty: 4331.542969
	Iteration 14Q: 3 clusters Score -483242.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -483326.593750 Penalty: 4331.542969
	Iteration 15Q: 3 clusters Score -483326.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -483370.625000 Penalty: 4331.542969
	Iteration 16Q: 3 clusters Score -483370.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -483402.687500 Penalty: 4331.542969
	Iteration 17Q: 3 clusters Score -483402.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -483433.625000 Penalty: 4331.542969
	Iteration 18Q: 3 clusters Score -483433.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -483461.093750 Penalty: 4331.542969
	Iteration 19Q: 3 clusters Score -483461.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -483479.812500 Penalty: 4331.542969
	Iteration 20F: 3 clusters Score -483479.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -483493.093750 Penalty: 4331.542969
	Iteration 21Q: 3 clusters Score -483493.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -483500.875000 Penalty: 4331.542969
	Iteration 22Q: 3 clusters Score -483500.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -483505.031250 Penalty: 4331.542969
	Iteration 23Q: 3 clusters Score -483505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -483506.812500 Penalty: 4331.542969
	Iteration 24Q: 3 clusters Score -483506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -483511.437500 Penalty: 4331.542969
	Iteration 25Q: 3 clusters Score -483511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -483510.468750 Penalty: 4331.542969
	Iteration 26Q: 3 clusters Score -483510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -483513.875000 Penalty: 4331.542969
	Iteration 27Q: 3 clusters Score -483513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -483516.312500 Penalty: 4331.542969
	Iteration 28Q: 3 clusters Score -483516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -483517.062500 Penalty: 4331.542969
	Iteration 29Q: 3 clusters Score -483517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -483519.187500 Penalty: 4331.542969
	Iteration 30Q: 3 clusters Score -483519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -483521.968750 Penalty: 4331.542969
	Iteration 31Q: 3 clusters Score -483522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -483525.718750 Penalty: 4331.542969
	Iteration 32Q: 3 clusters Score -483525.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -483531.875000 Penalty: 4331.542969
	Iteration 33Q: 3 clusters Score -483531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -483533.906250 Penalty: 4331.542969
	Iteration 34Q: 3 clusters Score -483533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -483535.562500 Penalty: 4331.542969
	Iteration 35Q: 3 clusters Score -483535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -483536.250000 Penalty: 4331.542969
	Iteration 36Q: 3 clusters Score -483536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -483537.437500 Penalty: 4331.542969
	Iteration 37Q: 3 clusters Score -483537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -483538.156250 Penalty: 4331.542969
	Iteration 38Q: 3 clusters Score -483538.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -483538.156250 Penalty: 4331.542969
	Iteration 39F: 3 clusters Score -483538.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Entering Unmasked Estep 
Score: -1377018.125000 Penalty: 2446.521484
	Iteration 0F: 2 clusters Score -1377018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1363439.750000 Penalty: 4893.042969
	Iteration 0F: 3 clusters Score -1363440 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1368237.625000 Penalty: 4893.042969
	Iteration 1F: 3 clusters Score -1368238 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1368822.625000 Penalty: 4893.042969
	Iteration 2F: 3 clusters Score -1368823 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1369326.000000 Penalty: 4893.042969
	Iteration 3F: 3 clusters Score -1369326 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1369765.125000 Penalty: 4893.042969
	Iteration 4F: 3 clusters Score -1369765 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1370127.375000 Penalty: 4893.042969
	Iteration 5Q: 3 clusters Score -1370127 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1370474.125000 Penalty: 4893.042969
	Iteration 6Q: 3 clusters Score -1370474 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1370803.500000 Penalty: 4893.042969
	Iteration 7Q: 3 clusters Score -1370804 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1371158.125000 Penalty: 4893.042969
	Iteration 8Q: 3 clusters Score -1371158 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1371548.250000 Penalty: 4893.042969
	Iteration 9Q: 3 clusters Score -1371548 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1371894.500000 Penalty: 4893.042969
	Iteration 10Q: 3 clusters Score -1371894 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1372239.125000 Penalty: 4893.042969
	Iteration 11Q: 3 clusters Score -1372239 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1372560.875000 Penalty: 4893.042969
	Iteration 12Q: 3 clusters Score -1372561 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1372885.875000 Penalty: 4893.042969
	Iteration 13Q: 3 clusters Score -1372886 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1373206.125000 Penalty: 4893.042969
	Iteration 14Q: 3 clusters Score -1373206 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1373504.000000 Penalty: 4893.042969
	Iteration 15Q: 3 clusters Score -1373504 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1373767.500000 Penalty: 4893.042969
	Iteration 16Q: 3 clusters Score -1373768 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1374007.375000 Penalty: 4893.042969
	Iteration 17Q: 3 clusters Score -1374007 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1374221.250000 Penalty: 4893.042969
	Iteration 18Q: 3 clusters Score -1374221 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1374418.000000 Penalty: 4893.042969
	Iteration 19Q: 3 clusters Score -1374418 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1374586.375000 Penalty: 4893.042969
	Iteration 20F: 3 clusters Score -1374586 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1374701.000000 Penalty: 4893.042969
	Iteration 21Q: 3 clusters Score -1374701 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1374775.125000 Penalty: 4893.042969
	Iteration 22Q: 3 clusters Score -1374775 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1374971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1374987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1375001.000000 Penalty: 4893.042969
	Iteration 29Q: 3 clusters Score -1375001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1375020.625000 Penalty: 4893.042969
	Iteration 30Q: 3 clusters Score -1375021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1375025.000000 Penalty: 4893.042969
	Iteration 31Q: 3 clusters Score -1375025 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1375053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1375072 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1375076 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1375078.750000 Penalty: 4893.042969
	Iteration 37Q: 3 clusters Score -1375079 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1375081.875000 Penalty: 4893.042969
	Iteration 38Q: 3 clusters Score -1375082 nChanged 68
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Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1375095 nChanged 60
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1375103.125000 Penalty: 4893.042969
	Iteration 40F: 3 clusters Score -1375103 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1375114.750000 Penalty: 4893.042969
	Iteration 41Q: 3 clusters Score -1375115 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1375126.750000 Penalty: 4893.042969
	Iteration 42Q: 3 clusters Score -1375127 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1375136.750000 Penalty: 4893.042969
	Iteration 44Q: 3 clusters Score -1375137 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1375144.625000 Penalty: 4893.042969
	Iteration 45Q: 3 clusters Score -1375145 nChanged 73
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Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1375152.000000 Penalty: 4893.042969
	Iteration 46Q: 3 clusters Score -1375152 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1375160 nChanged 58
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Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1375167 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1375177.750000 Penalty: 4893.042969
	Iteration 49Q: 3 clusters Score -1375178 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1375179 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1375188.000000 Penalty: 4893.042969
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1375196 nChanged 69
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Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1375219 nChanged 68
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Mstep: Class 1 contains 10722 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1375232 nChanged 83
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Mstep: Class 1 contains 10803 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1375254 nChanged 85
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Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1375268 nChanged 83
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Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1375278 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1375288.250000 Penalty: 4893.042969
	Iteration 59Q: 3 clusters Score -1375288 nChanged 86
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Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1375301.375000 Penalty: 4893.042969
	Iteration 60F: 3 clusters Score -1375301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1375312.750000 Penalty: 4893.042969
	Iteration 61Q: 3 clusters Score -1375313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1375328.125000 Penalty: 4893.042969
	Iteration 62Q: 3 clusters Score -1375328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1375338.250000 Penalty: 4893.042969
	Iteration 63Q: 3 clusters Score -1375338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1375358 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1375376 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1375390.125000 Penalty: 4893.042969
	Iteration 66Q: 3 clusters Score -1375390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1375408.125000 Penalty: 4893.042969
	Iteration 67Q: 3 clusters Score -1375408 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1375429 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1375446.750000 Penalty: 4893.042969
	Iteration 69Q: 3 clusters Score -1375447 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1375462.250000 Penalty: 4893.042969
	Iteration 70Q: 3 clusters Score -1375462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1375475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1375487 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1375512 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1375531 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1375551 nChanged 108
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Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1375577 nChanged 108
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Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1375591 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1375601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1375621 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1375631 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1375639 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1375648.250000 Penalty: 4893.042969
	Iteration 82Q: 3 clusters Score -1375648 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1375655 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1375667 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1375679 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1375688 nChanged 82
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Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1375710 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1375724 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1375743 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1375753.625000 Penalty: 4893.042969
	Iteration 90Q: 3 clusters Score -1375754 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1375772.500000 Penalty: 4893.042969
	Iteration 91Q: 3 clusters Score -1375772 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1375787.500000 Penalty: 4893.042969
	Iteration 92Q: 3 clusters Score -1375788 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1375796.125000 Penalty: 4893.042969
	Iteration 93Q: 3 clusters Score -1375796 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1375811 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1375827.750000 Penalty: 4893.042969
	Iteration 95Q: 3 clusters Score -1375828 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1375828 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1375835 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1375852.250000 Penalty: 4893.042969
	Iteration 98Q: 3 clusters Score -1375852 nChanged 44
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Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1375857 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1375865.875000 Penalty: 4893.042969
	Iteration 100F: 3 clusters Score -1375866 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1375873.625000 Penalty: 4893.042969
	Iteration 101Q: 3 clusters Score -1375874 nChanged 47
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Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1375877 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1375881.375000 Penalty: 4893.042969
	Iteration 103Q: 3 clusters Score -1375881 nChanged 42
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Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1375892.000000 Penalty: 4893.042969
	Iteration 104Q: 3 clusters Score -1375892 nChanged 45
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Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1375894 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1375907 nChanged 49
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Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1375914 nChanged 47
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Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1375922.000000 Penalty: 4893.042969
	Iteration 108Q: 3 clusters Score -1375922 nChanged 47
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Mstep: Class 1 contains 14750 members 
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	Iteration 109Q: 3 clusters Score -1375927 nChanged 38
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Mstep: Class 1 contains 14786 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1375933 nChanged 28
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Mstep: Class 1 contains 14814 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1375932 nChanged 37
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Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1375941.625000 Penalty: 4893.042969
	Iteration 112Q: 3 clusters Score -1375942 nChanged 38
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Mstep: Class 1 contains 14885 members 
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Entering Unmasked Estep 
Score: -1375943.250000 Penalty: 4893.042969
	Iteration 113Q: 3 clusters Score -1375943 nChanged 30
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Mstep: Class 1 contains 14913 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1375948 nChanged 38
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Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1375955.625000 Penalty: 4893.042969
	Iteration 115Q: 3 clusters Score -1375956 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1375958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1375964 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1375969 nChanged 28
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Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1375976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1375974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1375984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1375984 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1375989.750000 Penalty: 4893.042969
	Iteration 124Q: 3 clusters Score -1375990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1375991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1375998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1375999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1375997.750000 Penalty: 4893.042969
	Iteration 128Q: 3 clusters Score -1375998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1376001.125000 Penalty: 4893.042969
	Iteration 129Q: 3 clusters Score -1376001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1376004.000000 Penalty: 4893.042969
	Iteration 130Q: 3 clusters Score -1376004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1376005.625000 Penalty: 4893.042969
	Iteration 131Q: 3 clusters Score -1376006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1376008.375000 Penalty: 4893.042969
	Iteration 132Q: 3 clusters Score -1376008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1376013.750000 Penalty: 4893.042969
	Iteration 133Q: 3 clusters Score -1376014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1376019.375000 Penalty: 4893.042969
	Iteration 134Q: 3 clusters Score -1376019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1376020.625000 Penalty: 4893.042969
	Iteration 135Q: 3 clusters Score -1376021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1376024.625000 Penalty: 4893.042969
	Iteration 136Q: 3 clusters Score -1376025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1376023.500000 Penalty: 4893.042969
	Iteration 137Q: 3 clusters Score -1376024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1376030.000000 Penalty: 4893.042969
	Iteration 138Q: 3 clusters Score -1376030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1376028.625000 Penalty: 4893.042969
	Iteration 139Q: 3 clusters Score -1376029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1376030.125000 Penalty: 4893.042969
	Iteration 140F: 3 clusters Score -1376030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1376034.750000 Penalty: 4893.042969
	Iteration 141Q: 3 clusters Score -1376035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1376039.625000 Penalty: 4893.042969
	Iteration 142Q: 3 clusters Score -1376040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1376040.375000 Penalty: 4893.042969
	Iteration 143Q: 3 clusters Score -1376040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1376042.750000 Penalty: 4893.042969
	Iteration 144Q: 3 clusters Score -1376043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1376043.500000 Penalty: 4893.042969
	Iteration 145Q: 3 clusters Score -1376044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1376044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1376045.000000 Penalty: 4893.042969
	Iteration 147Q: 3 clusters Score -1376045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1376052.750000 Penalty: 4893.042969
	Iteration 148Q: 3 clusters Score -1376053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1376050.625000 Penalty: 4893.042969
	Iteration 149Q: 3 clusters Score -1376051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1376053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1376053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1376052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1376058.000000 Penalty: 4893.042969
	Iteration 153Q: 3 clusters Score -1376058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1376059.250000 Penalty: 4893.042969
	Iteration 154Q: 3 clusters Score -1376059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1376061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1376060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1376066.625000 Penalty: 4893.042969
	Iteration 157Q: 3 clusters Score -1376067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1376066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1376066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1376069.000000 Penalty: 4893.042969
	Iteration 160F: 3 clusters Score -1376069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1376067.750000 Penalty: 4893.042969
	Iteration 161Q: 3 clusters Score -1376068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1376068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1376073.000000 Penalty: 4893.042969
	Iteration 163Q: 3 clusters Score -1376073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1376073.625000 Penalty: 4893.042969
	Iteration 164Q: 3 clusters Score -1376074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1376075.500000 Penalty: 4893.042969
	Iteration 165Q: 3 clusters Score -1376076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1376076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1376077.750000 Penalty: 4893.042969
	Iteration 167Q: 3 clusters Score -1376078 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
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Entering Unmasked Estep 
Score: -1376080.125000 Penalty: 4893.042969
	Iteration 168Q: 3 clusters Score -1376080 nChanged 7
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Mstep: Class 1 contains 15830 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1376081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1376081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1376083.250000 Penalty: 4893.042969
	Iteration 171Q: 3 clusters Score -1376083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1376086.875000 Penalty: 4893.042969
	Iteration 172Q: 3 clusters Score -1376087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1376087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1376088.250000 Penalty: 4893.042969
	Iteration 174Q: 3 clusters Score -1376088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1376090.250000 Penalty: 4893.042969
	Iteration 175Q: 3 clusters Score -1376090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1376092.750000 Penalty: 4893.042969
	Iteration 176Q: 3 clusters Score -1376093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1376095.250000 Penalty: 4893.042969
	Iteration 177Q: 3 clusters Score -1376095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1376095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1376096 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1376097.875000 Penalty: 4893.042969
	Iteration 180F: 3 clusters Score -1376098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1376102.000000 Penalty: 4893.042969
	Iteration 181Q: 3 clusters Score -1376102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1376104.375000 Penalty: 4893.042969
	Iteration 182Q: 3 clusters Score -1376104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1376108.125000 Penalty: 4893.042969
	Iteration 183Q: 3 clusters Score -1376108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1376110.250000 Penalty: 4893.042969
	Iteration 184Q: 3 clusters Score -1376110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1376111.000000 Penalty: 4893.042969
	Iteration 185Q: 3 clusters Score -1376111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1376112.375000 Penalty: 4893.042969
	Iteration 186Q: 3 clusters Score -1376112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1376117.750000 Penalty: 4893.042969
	Iteration 187Q: 3 clusters Score -1376118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1376120.625000 Penalty: 4893.042969
	Iteration 188Q: 3 clusters Score -1376121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1376123.750000 Penalty: 4893.042969
	Iteration 189Q: 3 clusters Score -1376124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1376123.500000 Penalty: 4893.042969
	Iteration 190Q: 3 clusters Score -1376124 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1376129.250000 Penalty: 4893.042969
	Iteration 191Q: 3 clusters Score -1376129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1376133.750000 Penalty: 4893.042969
	Iteration 192Q: 3 clusters Score -1376134 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1376131.750000 Penalty: 4893.042969
	Iteration 193Q: 3 clusters Score -1376132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1376135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1376137.750000 Penalty: 4893.042969
	Iteration 195Q: 3 clusters Score -1376138 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1376136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1376141.625000 Penalty: 4893.042969
	Iteration 197Q: 3 clusters Score -1376142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1376145.875000 Penalty: 4893.042969
	Iteration 198Q: 3 clusters Score -1376146 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1376144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1376146.750000 Penalty: 4893.042969
	Iteration 200F: 3 clusters Score -1376147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1376147.250000 Penalty: 4893.042969
	Iteration 201Q: 3 clusters Score -1376147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1376148.125000 Penalty: 4893.042969
	Iteration 202Q: 3 clusters Score -1376148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1376148.125000 Penalty: 4893.042969
	Iteration 203Q: 3 clusters Score -1376148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1376151.000000 Penalty: 4893.042969
	Iteration 204Q: 3 clusters Score -1376151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1376153.625000 Penalty: 4893.042969
	Iteration 205Q: 3 clusters Score -1376154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1376154.625000 Penalty: 4893.042969
	Iteration 206Q: 3 clusters Score -1376155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1376153.375000 Penalty: 4893.042969
	Iteration 207Q: 3 clusters Score -1376153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1376156.000000 Penalty: 4893.042969
	Iteration 208Q: 3 clusters Score -1376156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1376160.750000 Penalty: 4893.042969
	Iteration 209Q: 3 clusters Score -1376161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1376160.500000 Penalty: 4893.042969
	Iteration 210Q: 3 clusters Score -1376160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1376163.125000 Penalty: 4893.042969
	Iteration 211Q: 3 clusters Score -1376163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1376164.500000 Penalty: 4893.042969
	Iteration 212Q: 3 clusters Score -1376164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1376169.250000 Penalty: 4893.042969
	Iteration 213Q: 3 clusters Score -1376169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1376167.000000 Penalty: 4893.042969
	Iteration 214Q: 3 clusters Score -1376167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1376166.875000 Penalty: 4893.042969
	Iteration 215Q: 3 clusters Score -1376167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1376169.375000 Penalty: 4893.042969
	Iteration 216Q: 3 clusters Score -1376169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1376170.625000 Penalty: 4893.042969
	Iteration 217Q: 3 clusters Score -1376171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1376169.625000 Penalty: 4893.042969
	Iteration 218Q: 3 clusters Score -1376170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1376170.000000 Penalty: 4893.042969
	Iteration 219Q: 3 clusters Score -1376170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1376171.500000 Penalty: 4893.042969
	Iteration 220F: 3 clusters Score -1376172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1376174.500000 Penalty: 4893.042969
	Iteration 221Q: 3 clusters Score -1376174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1376174.625000 Penalty: 4893.042969
	Iteration 222Q: 3 clusters Score -1376175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1376172.750000 Penalty: 4893.042969
	Iteration 223Q: 3 clusters Score -1376173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1376172.875000 Penalty: 4893.042969
	Iteration 224Q: 3 clusters Score -1376173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1376176.125000 Penalty: 4893.042969
	Iteration 225Q: 3 clusters Score -1376176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1376176.750000 Penalty: 4893.042969
	Iteration 226Q: 3 clusters Score -1376177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1376174.750000 Penalty: 4893.042969
	Iteration 227Q: 3 clusters Score -1376175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1376175.500000 Penalty: 4893.042969
	Iteration 228Q: 3 clusters Score -1376176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1376173.250000 Penalty: 4893.042969
	Iteration 229Q: 3 clusters Score -1376173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1376173.875000 Penalty: 4893.042969
	Iteration 230Q: 3 clusters Score -1376174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1376173.625000 Penalty: 4893.042969
	Iteration 231Q: 3 clusters Score -1376174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1376173.625000 Penalty: 4893.042969
	Iteration 232F: 3 clusters Score -1376174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Entering Unmasked Estep 
Score: -1176873.500000 Penalty: 2388.542480
	Iteration 0F: 2 clusters Score -1176874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1165845.875000 Penalty: 4777.084961
	Iteration 0F: 3 clusters Score -1165846 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1169302.000000 Penalty: 4777.084961
	Iteration 1F: 3 clusters Score -1169302 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1169725.250000 Penalty: 4777.084961
	Iteration 2F: 3 clusters Score -1169725 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1170150.000000 Penalty: 4777.084961
	Iteration 3F: 3 clusters Score -1170150 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1170649.000000 Penalty: 4777.084961
	Iteration 4F: 3 clusters Score -1170649 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1171229.375000 Penalty: 4777.084961
	Iteration 5F: 3 clusters Score -1171229 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1171848.500000 Penalty: 4777.084961
	Iteration 6F: 3 clusters Score -1171848 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1172386.625000 Penalty: 4777.084961
	Iteration 7F: 3 clusters Score -1172387 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1172845.125000 Penalty: 4777.084961
	Iteration 8F: 3 clusters Score -1172845 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1173240.125000 Penalty: 4777.084961
	Iteration 9F: 3 clusters Score -1173240 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1173608.875000 Penalty: 4777.084961
	Iteration 10Q: 3 clusters Score -1173609 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1173932.125000 Penalty: 4777.084961
	Iteration 11Q: 3 clusters Score -1173932 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1174231.125000 Penalty: 4777.084961
	Iteration 12Q: 3 clusters Score -1174231 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1174541.000000 Penalty: 4777.084961
	Iteration 13Q: 3 clusters Score -1174541 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1174868.500000 Penalty: 4777.084961
	Iteration 14Q: 3 clusters Score -1174868 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1175271.625000 Penalty: 4777.084961
	Iteration 15Q: 3 clusters Score -1175272 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1175657.750000 Penalty: 4777.084961
	Iteration 16Q: 3 clusters Score -1175658 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1175952.250000 Penalty: 4777.084961
	Iteration 17Q: 3 clusters Score -1175952 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1176131.000000 Penalty: 4777.084961
	Iteration 18Q: 3 clusters Score -1176131 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1176238.250000 Penalty: 4777.084961
	Iteration 19Q: 3 clusters Score -1176238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1176299.125000 Penalty: 4777.084961
	Iteration 20F: 3 clusters Score -1176299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1176338.250000 Penalty: 4777.084961
	Iteration 21Q: 3 clusters Score -1176338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1176365.375000 Penalty: 4777.084961
	Iteration 22Q: 3 clusters Score -1176365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1176383.125000 Penalty: 4777.084961
	Iteration 23Q: 3 clusters Score -1176383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1176409.750000 Penalty: 4777.084961
	Iteration 24Q: 3 clusters Score -1176410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1176430.500000 Penalty: 4777.084961
	Iteration 25Q: 3 clusters Score -1176430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1176442.875000 Penalty: 4777.084961
	Iteration 26Q: 3 clusters Score -1176443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1176450.375000 Penalty: 4777.084961
	Iteration 27Q: 3 clusters Score -1176450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1176462.375000 Penalty: 4777.084961
	Iteration 28Q: 3 clusters Score -1176462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1176476.625000 Penalty: 4777.084961
	Iteration 29Q: 3 clusters Score -1176477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1176482.750000 Penalty: 4777.084961
	Iteration 30Q: 3 clusters Score -1176483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1176484.250000 Penalty: 4777.084961
	Iteration 31Q: 3 clusters Score -1176484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1176495.250000 Penalty: 4777.084961
	Iteration 32Q: 3 clusters Score -1176495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1176501.000000 Penalty: 4777.084961
	Iteration 33Q: 3 clusters Score -1176501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1176507.250000 Penalty: 4777.084961
	Iteration 34Q: 3 clusters Score -1176507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1176513.250000 Penalty: 4777.084961
	Iteration 35Q: 3 clusters Score -1176513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1176515.875000 Penalty: 4777.084961
	Iteration 36Q: 3 clusters Score -1176516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1176520.750000 Penalty: 4777.084961
	Iteration 37Q: 3 clusters Score -1176521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1176523.625000 Penalty: 4777.084961
	Iteration 38Q: 3 clusters Score -1176524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1176524.875000 Penalty: 4777.084961
	Iteration 39Q: 3 clusters Score -1176525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1176530.250000 Penalty: 4777.084961
	Iteration 40F: 3 clusters Score -1176530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1176537.250000 Penalty: 4777.084961
	Iteration 41Q: 3 clusters Score -1176537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1176541.500000 Penalty: 4777.084961
	Iteration 42Q: 3 clusters Score -1176542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1176545.000000 Penalty: 4777.084961
	Iteration 43Q: 3 clusters Score -1176545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1176551.000000 Penalty: 4777.084961
	Iteration 44Q: 3 clusters Score -1176551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1176555.125000 Penalty: 4777.084961
	Iteration 45Q: 3 clusters Score -1176555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1176558.500000 Penalty: 4777.084961
	Iteration 46Q: 3 clusters Score -1176558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1176563.875000 Penalty: 4777.084961
	Iteration 47Q: 3 clusters Score -1176564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1176568.375000 Penalty: 4777.084961
	Iteration 48Q: 3 clusters Score -1176568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1176570.750000 Penalty: 4777.084961
	Iteration 49Q: 3 clusters Score -1176571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1176575.250000 Penalty: 4777.084961
	Iteration 50Q: 3 clusters Score -1176575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1176576.500000 Penalty: 4777.084961
	Iteration 51Q: 3 clusters Score -1176576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1176576.250000 Penalty: 4777.084961
	Iteration 52Q: 3 clusters Score -1176576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1176576.250000 Penalty: 4777.084961
	Iteration 53Q: 3 clusters Score -1176576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1176579.500000 Penalty: 4777.084961
	Iteration 54Q: 3 clusters Score -1176580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1176581.250000 Penalty: 4777.084961
	Iteration 55Q: 3 clusters Score -1176581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1176581.750000 Penalty: 4777.084961
	Iteration 56Q: 3 clusters Score -1176582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1176580.375000 Penalty: 4777.084961
	Iteration 57Q: 3 clusters Score -1176580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1176582.375000 Penalty: 4777.084961
	Iteration 58Q: 3 clusters Score -1176582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1176585.000000 Penalty: 4777.084961
	Iteration 59Q: 3 clusters Score -1176585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1176584.625000 Penalty: 4777.084961
	Iteration 60F: 3 clusters Score -1176585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1176585.625000 Penalty: 4777.084961
	Iteration 61Q: 3 clusters Score -1176586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1176586.750000 Penalty: 4777.084961
	Iteration 62Q: 3 clusters Score -1176587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1176589.250000 Penalty: 4777.084961
	Iteration 63Q: 3 clusters Score -1176589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1176593.750000 Penalty: 4777.084961
	Iteration 64Q: 3 clusters Score -1176594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1176590.750000 Penalty: 4777.084961
	Iteration 65Q: 3 clusters Score -1176591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1176594.000000 Penalty: 4777.084961
	Iteration 66Q: 3 clusters Score -1176594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1176591.125000 Penalty: 4777.084961
	Iteration 67Q: 3 clusters Score -1176591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1176591.875000 Penalty: 4777.084961
	Iteration 68Q: 3 clusters Score -1176592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1176593.125000 Penalty: 4777.084961
	Iteration 69Q: 3 clusters Score -1176593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1176594.250000 Penalty: 4777.084961
	Iteration 70Q: 3 clusters Score -1176594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1176594.500000 Penalty: 4777.084961
	Iteration 71Q: 3 clusters Score -1176594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1176594.875000 Penalty: 4777.084961
	Iteration 72Q: 3 clusters Score -1176595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1176594.250000 Penalty: 4777.084961
	Iteration 73Q: 3 clusters Score -1176594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1176597.250000 Penalty: 4777.084961
	Iteration 74Q: 3 clusters Score -1176597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1176598.000000 Penalty: 4777.084961
	Iteration 75Q: 3 clusters Score -1176598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1176598.000000 Penalty: 4777.084961
	Iteration 76F: 3 clusters Score -1176598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Entering Unmasked Estep 
Score: -1577691.875000 Penalty: 2472.844238
	Iteration 0F: 2 clusters Score -1577692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1562777.125000 Penalty: 4945.688477
	Iteration 0F: 3 clusters Score -1562777 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1567814.750000 Penalty: 4945.688477
	Iteration 1F: 3 clusters Score -1567815 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1568240.625000 Penalty: 4945.688477
	Iteration 2F: 3 clusters Score -1568241 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1568608.250000 Penalty: 4945.688477
	Iteration 3Q: 3 clusters Score -1568608 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1568966.625000 Penalty: 4945.688477
	Iteration 4Q: 3 clusters Score -1568967 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1569356.250000 Penalty: 4945.688477
	Iteration 5Q: 3 clusters Score -1569356 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1569764.750000 Penalty: 4945.688477
	Iteration 6Q: 3 clusters Score -1569765 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1570206.750000 Penalty: 4945.688477
	Iteration 7Q: 3 clusters Score -1570207 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1570734.500000 Penalty: 4945.688477
	Iteration 8Q: 3 clusters Score -1570734 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1571313.250000 Penalty: 4945.688477
	Iteration 9Q: 3 clusters Score -1571313 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1571925.625000 Penalty: 4945.688477
	Iteration 10Q: 3 clusters Score -1571926 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1572531.500000 Penalty: 4945.688477
	Iteration 11Q: 3 clusters Score -1572532 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1573117.000000 Penalty: 4945.688477
	Iteration 12Q: 3 clusters Score -1573117 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1573649.625000 Penalty: 4945.688477
	Iteration 13Q: 3 clusters Score -1573650 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1574123.250000 Penalty: 4945.688477
	Iteration 14Q: 3 clusters Score -1574123 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1574511.625000 Penalty: 4945.688477
	Iteration 15Q: 3 clusters Score -1574512 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1574851.875000 Penalty: 4945.688477
	Iteration 16Q: 3 clusters Score -1574852 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1575128.000000 Penalty: 4945.688477
	Iteration 17Q: 3 clusters Score -1575128 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1575352.875000 Penalty: 4945.688477
	Iteration 18Q: 3 clusters Score -1575353 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1575519.750000 Penalty: 4945.688477
	Iteration 19Q: 3 clusters Score -1575520 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1575652.875000 Penalty: 4945.688477
	Iteration 20F: 3 clusters Score -1575653 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1575752.750000 Penalty: 4945.688477
	Iteration 21Q: 3 clusters Score -1575753 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1575828.375000 Penalty: 4945.688477
	Iteration 22Q: 3 clusters Score -1575828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1575883.750000 Penalty: 4945.688477
	Iteration 23Q: 3 clusters Score -1575884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1575931.250000 Penalty: 4945.688477
	Iteration 24Q: 3 clusters Score -1575931 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1575956.500000 Penalty: 4945.688477
	Iteration 25Q: 3 clusters Score -1575956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1575979.125000 Penalty: 4945.688477
	Iteration 26Q: 3 clusters Score -1575979 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1575994.250000 Penalty: 4945.688477
	Iteration 27Q: 3 clusters Score -1575994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1575997.375000 Penalty: 4945.688477
	Iteration 28Q: 3 clusters Score -1575997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1576005.375000 Penalty: 4945.688477
	Iteration 29Q: 3 clusters Score -1576005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1576010.875000 Penalty: 4945.688477
	Iteration 30Q: 3 clusters Score -1576011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1576013.000000 Penalty: 4945.688477
	Iteration 31Q: 3 clusters Score -1576013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1576020.125000 Penalty: 4945.688477
	Iteration 32Q: 3 clusters Score -1576020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1576026.000000 Penalty: 4945.688477
	Iteration 33Q: 3 clusters Score -1576026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1576027.625000 Penalty: 4945.688477
	Iteration 34Q: 3 clusters Score -1576028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1576028.250000 Penalty: 4945.688477
	Iteration 35Q: 3 clusters Score -1576028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1576038.125000 Penalty: 4945.688477
	Iteration 36Q: 3 clusters Score -1576038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1576037.250000 Penalty: 4945.688477
	Iteration 37Q: 3 clusters Score -1576037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1576037.125000 Penalty: 4945.688477
	Iteration 38Q: 3 clusters Score -1576037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1576038.250000 Penalty: 4945.688477
	Iteration 39Q: 3 clusters Score -1576038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1576038.250000 Penalty: 4945.688477
	Iteration 40F: 3 clusters Score -1576038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Entering Unmasked Estep 
Score: -1568521.000000 Penalty: 2416.808350
	Iteration 0F: 2 clusters Score -1568521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1556380.000000 Penalty: 4833.616699
	Iteration 0F: 3 clusters Score -1556380 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1560589.125000 Penalty: 4833.616699
	Iteration 1F: 3 clusters Score -1560589 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1561448.750000 Penalty: 4833.616699
	Iteration 2F: 3 clusters Score -1561449 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1562566.250000 Penalty: 4833.616699
	Iteration 3F: 3 clusters Score -1562566 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1563861.625000 Penalty: 4833.616699
	Iteration 4F: 3 clusters Score -1563862 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1565073.250000 Penalty: 4833.616699
	Iteration 5F: 3 clusters Score -1565073 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1566047.250000 Penalty: 4833.616699
	Iteration 6F: 3 clusters Score -1566047 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1566943.000000 Penalty: 4833.616699
	Iteration 7F: 3 clusters Score -1566943 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1567685.750000 Penalty: 4833.616699
	Iteration 8Q: 3 clusters Score -1567686 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1568251.875000 Penalty: 4833.616699
	Iteration 9Q: 3 clusters Score -1568252 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1568696.875000 Penalty: 4833.616699
	Iteration 10Q: 3 clusters Score -1568697 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1569077.000000 Penalty: 4833.616699
	Iteration 11Q: 3 clusters Score -1569077 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1569299.375000 Penalty: 4833.616699
	Iteration 12Q: 3 clusters Score -1569299 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1569445.125000 Penalty: 4833.616699
	Iteration 13Q: 3 clusters Score -1569445 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1569527.625000 Penalty: 4833.616699
	Iteration 14Q: 3 clusters Score -1569528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1569573.750000 Penalty: 4833.616699
	Iteration 15Q: 3 clusters Score -1569574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1569602.500000 Penalty: 4833.616699
	Iteration 16Q: 3 clusters Score -1569602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1569621.125000 Penalty: 4833.616699
	Iteration 17Q: 3 clusters Score -1569621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1569642.625000 Penalty: 4833.616699
	Iteration 18Q: 3 clusters Score -1569643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1569656.000000 Penalty: 4833.616699
	Iteration 19Q: 3 clusters Score -1569656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1569684.375000 Penalty: 4833.616699
	Iteration 20F: 3 clusters Score -1569684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1569711.125000 Penalty: 4833.616699
	Iteration 21Q: 3 clusters Score -1569711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1569727.375000 Penalty: 4833.616699
	Iteration 22Q: 3 clusters Score -1569727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1569737.125000 Penalty: 4833.616699
	Iteration 23Q: 3 clusters Score -1569737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1569742.375000 Penalty: 4833.616699
	Iteration 24Q: 3 clusters Score -1569742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1569749.875000 Penalty: 4833.616699
	Iteration 25Q: 3 clusters Score -1569750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1569754.500000 Penalty: 4833.616699
	Iteration 26Q: 3 clusters Score -1569754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1569756.375000 Penalty: 4833.616699
	Iteration 27Q: 3 clusters Score -1569756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1569758.750000 Penalty: 4833.616699
	Iteration 28Q: 3 clusters Score -1569759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1569759.125000 Penalty: 4833.616699
	Iteration 29Q: 3 clusters Score -1569759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1569766.625000 Penalty: 4833.616699
	Iteration 30Q: 3 clusters Score -1569767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1569766.500000 Penalty: 4833.616699
	Iteration 31Q: 3 clusters Score -1569766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1569772.625000 Penalty: 4833.616699
	Iteration 32Q: 3 clusters Score -1569773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1569769.625000 Penalty: 4833.616699
	Iteration 33Q: 3 clusters Score -1569770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1569769.000000 Penalty: 4833.616699
	Iteration 34Q: 3 clusters Score -1569769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1569769.625000 Penalty: 4833.616699
	Iteration 35Q: 3 clusters Score -1569770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1569770.625000 Penalty: 4833.616699
	Iteration 36Q: 3 clusters Score -1569771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1569774.875000 Penalty: 4833.616699
	Iteration 37Q: 3 clusters Score -1569775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1569774.875000 Penalty: 4833.616699
	Iteration 38Q: 3 clusters Score -1569775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1569774.750000 Penalty: 4833.616699
	Iteration 39Q: 3 clusters Score -1569775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1569775.500000 Penalty: 4833.616699
	Iteration 40F: 3 clusters Score -1569776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 5690 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 14330 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 8938 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Entering Unmasked Estep 
Score: -150767584.000000 Penalty: 207010.796875
Splitting cluster 27 changes total score from -150767520.000000 to -150767584.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 28 (34083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Entering Unmasked Estep 
Score: -2687848.500000 Penalty: 2588.265381
	Iteration 0F: 2 clusters Score -2687848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2664702.000000 Penalty: 5176.530762
	Iteration 0F: 3 clusters Score -2664702 nChanged 15417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2672979.500000 Penalty: 5176.530762
	Iteration 1F: 3 clusters Score -2672980 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2673508.250000 Penalty: 5176.530762
	Iteration 2Q: 3 clusters Score -2673508 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2674034.500000 Penalty: 5176.530762
	Iteration 3Q: 3 clusters Score -2674034 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2674616.250000 Penalty: 5176.530762
	Iteration 4Q: 3 clusters Score -2674616 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2675471.250000 Penalty: 5176.530762
	Iteration 5Q: 3 clusters Score -2675471 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2676778.250000 Penalty: 5176.530762
	Iteration 6F: 3 clusters Score -2676778 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2678589.750000 Penalty: 5176.530762
	Iteration 7F: 3 clusters Score -2678590 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2680523.250000 Penalty: 5176.530762
	Iteration 8F: 3 clusters Score -2680523 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2682340.000000 Penalty: 5176.530762
	Iteration 9F: 3 clusters Score -2682340 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2683803.250000 Penalty: 5176.530762
	Iteration 10Q: 3 clusters Score -2683803 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -2684730.500000 Penalty: 5176.530762
	Iteration 11Q: 3 clusters Score -2684730 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2685176.250000 Penalty: 5176.530762
	Iteration 12Q: 3 clusters Score -2685176 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2685388.500000 Penalty: 5176.530762
	Iteration 13Q: 3 clusters Score -2685388 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -2685499.250000 Penalty: 5176.530762
	Iteration 14Q: 3 clusters Score -2685499 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -2685568.750000 Penalty: 5176.530762
	Iteration 15Q: 3 clusters Score -2685569 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -2685632.250000 Penalty: 5176.530762
	Iteration 16Q: 3 clusters Score -2685632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -2685702.250000 Penalty: 5176.530762
	Iteration 17Q: 3 clusters Score -2685702 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -2685756.000000 Penalty: 5176.530762
	Iteration 18Q: 3 clusters Score -2685756 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -2685800.500000 Penalty: 5176.530762
	Iteration 19Q: 3 clusters Score -2685800 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -2685840.250000 Penalty: 5176.530762
	Iteration 20F: 3 clusters Score -2685840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -2685874.250000 Penalty: 5176.530762
	Iteration 21Q: 3 clusters Score -2685874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -2685912.250000 Penalty: 5176.530762
	Iteration 22Q: 3 clusters Score -2685912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -2685927.000000 Penalty: 5176.530762
	Iteration 23Q: 3 clusters Score -2685927 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -2685949.500000 Penalty: 5176.530762
	Iteration 24Q: 3 clusters Score -2685950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -2685965.750000 Penalty: 5176.530762
	Iteration 25Q: 3 clusters Score -2685966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -2685986.750000 Penalty: 5176.530762
	Iteration 26Q: 3 clusters Score -2685987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -2686000.250000 Penalty: 5176.530762
	Iteration 27Q: 3 clusters Score -2686000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -2686009.500000 Penalty: 5176.530762
	Iteration 28Q: 3 clusters Score -2686010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -2686026.750000 Penalty: 5176.530762
	Iteration 29Q: 3 clusters Score -2686027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -2686024.750000 Penalty: 5176.530762
	Iteration 30Q: 3 clusters Score -2686025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2686028.000000 Penalty: 5176.530762
	Iteration 31Q: 3 clusters Score -2686028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2686032.250000 Penalty: 5176.530762
	Iteration 32Q: 3 clusters Score -2686032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -2686032.000000 Penalty: 5176.530762
	Iteration 33Q: 3 clusters Score -2686032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -2686039.250000 Penalty: 5176.530762
	Iteration 34Q: 3 clusters Score -2686039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -2686048.500000 Penalty: 5176.530762
	Iteration 35Q: 3 clusters Score -2686048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -2686054.250000 Penalty: 5176.530762
	Iteration 36Q: 3 clusters Score -2686054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -2686076.750000 Penalty: 5176.530762
	Iteration 37Q: 3 clusters Score -2686077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -2686071.500000 Penalty: 5176.530762
	Iteration 38Q: 3 clusters Score -2686072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2686071.000000 Penalty: 5176.530762
	Iteration 39Q: 3 clusters Score -2686071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2686076.500000 Penalty: 5176.530762
	Iteration 40F: 3 clusters Score -2686076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2686077.750000 Penalty: 5176.530762
	Iteration 41Q: 3 clusters Score -2686078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2686079.500000 Penalty: 5176.530762
	Iteration 42Q: 3 clusters Score -2686080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -2686086.500000 Penalty: 5176.530762
	Iteration 43Q: 3 clusters Score -2686086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -2686099.250000 Penalty: 5176.530762
	Iteration 44Q: 3 clusters Score -2686099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2686107.500000 Penalty: 5176.530762
	Iteration 45Q: 3 clusters Score -2686108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -2686108.250000 Penalty: 5176.530762
	Iteration 46Q: 3 clusters Score -2686108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -2686107.250000 Penalty: 5176.530762
	Iteration 47Q: 3 clusters Score -2686107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2686109.000000 Penalty: 5176.530762
	Iteration 48Q: 3 clusters Score -2686109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -2686104.250000 Penalty: 5176.530762
	Iteration 49Q: 3 clusters Score -2686104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -2686107.750000 Penalty: 5176.530762
	Iteration 50Q: 3 clusters Score -2686108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -2686113.500000 Penalty: 5176.530762
	Iteration 51Q: 3 clusters Score -2686114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -2686114.250000 Penalty: 5176.530762
	Iteration 52Q: 3 clusters Score -2686114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -2686117.250000 Penalty: 5176.530762
	Iteration 53Q: 3 clusters Score -2686117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -2686121.000000 Penalty: 5176.530762
	Iteration 54Q: 3 clusters Score -2686121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -2686125.250000 Penalty: 5176.530762
	Iteration 55Q: 3 clusters Score -2686125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2686133.250000 Penalty: 5176.530762
	Iteration 56Q: 3 clusters Score -2686133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2686134.250000 Penalty: 5176.530762
	Iteration 57Q: 3 clusters Score -2686134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -2686137.500000 Penalty: 5176.530762
	Iteration 58Q: 3 clusters Score -2686138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -2686144.000000 Penalty: 5176.530762
	Iteration 59Q: 3 clusters Score -2686144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -2686150.500000 Penalty: 5176.530762
	Iteration 60F: 3 clusters Score -2686150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -2686158.000000 Penalty: 5176.530762
	Iteration 61Q: 3 clusters Score -2686158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -2686164.250000 Penalty: 5176.530762
	Iteration 62Q: 3 clusters Score -2686164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -2686172.250000 Penalty: 5176.530762
	Iteration 63Q: 3 clusters Score -2686172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -2686178.500000 Penalty: 5176.530762
	Iteration 64Q: 3 clusters Score -2686178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -2686175.750000 Penalty: 5176.530762
	Iteration 65Q: 3 clusters Score -2686176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -2686196.000000 Penalty: 5176.530762
	Iteration 66Q: 3 clusters Score -2686196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2686203.750000 Penalty: 5176.530762
	Iteration 67Q: 3 clusters Score -2686204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -2686222.000000 Penalty: 5176.530762
	Iteration 68Q: 3 clusters Score -2686222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -2686237.500000 Penalty: 5176.530762
	Iteration 69Q: 3 clusters Score -2686238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -2686262.000000 Penalty: 5176.530762
	Iteration 70Q: 3 clusters Score -2686262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -2686279.750000 Penalty: 5176.530762
	Iteration 71Q: 3 clusters Score -2686280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -2686287.250000 Penalty: 5176.530762
	Iteration 72Q: 3 clusters Score -2686287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -2686296.250000 Penalty: 5176.530762
	Iteration 73Q: 3 clusters Score -2686296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -2686309.500000 Penalty: 5176.530762
	Iteration 74Q: 3 clusters Score -2686310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -2686327.750000 Penalty: 5176.530762
	Iteration 75Q: 3 clusters Score -2686328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -2686333.750000 Penalty: 5176.530762
	Iteration 76Q: 3 clusters Score -2686334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -2686348.500000 Penalty: 5176.530762
	Iteration 77Q: 3 clusters Score -2686348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -2686362.250000 Penalty: 5176.530762
	Iteration 78Q: 3 clusters Score -2686362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -2686377.500000 Penalty: 5176.530762
	Iteration 79Q: 3 clusters Score -2686378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -2686389.750000 Penalty: 5176.530762
	Iteration 80F: 3 clusters Score -2686390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -2686393.750000 Penalty: 5176.530762
	Iteration 81Q: 3 clusters Score -2686394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -2686396.250000 Penalty: 5176.530762
	Iteration 82Q: 3 clusters Score -2686396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -2686398.000000 Penalty: 5176.530762
	Iteration 83Q: 3 clusters Score -2686398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -2686412.750000 Penalty: 5176.530762
	Iteration 84Q: 3 clusters Score -2686413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -2686416.250000 Penalty: 5176.530762
	Iteration 85Q: 3 clusters Score -2686416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -2686419.000000 Penalty: 5176.530762
	Iteration 86Q: 3 clusters Score -2686419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -2686420.250000 Penalty: 5176.530762
	Iteration 87Q: 3 clusters Score -2686420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -2686435.500000 Penalty: 5176.530762
	Iteration 88Q: 3 clusters Score -2686436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -2686437.000000 Penalty: 5176.530762
	Iteration 89Q: 3 clusters Score -2686437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -2686440.250000 Penalty: 5176.530762
	Iteration 90Q: 3 clusters Score -2686440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -2686449.000000 Penalty: 5176.530762
	Iteration 91Q: 3 clusters Score -2686449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2686453.500000 Penalty: 5176.530762
	Iteration 92Q: 3 clusters Score -2686454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -2686450.750000 Penalty: 5176.530762
	Iteration 93Q: 3 clusters Score -2686451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -2686458.750000 Penalty: 5176.530762
	Iteration 94Q: 3 clusters Score -2686459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2686462.500000 Penalty: 5176.530762
	Iteration 95Q: 3 clusters Score -2686462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2686461.250000 Penalty: 5176.530762
	Iteration 96Q: 3 clusters Score -2686461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2686463.500000 Penalty: 5176.530762
	Iteration 97Q: 3 clusters Score -2686464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -2686461.750000 Penalty: 5176.530762
	Iteration 98Q: 3 clusters Score -2686462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -2686461.750000 Penalty: 5176.530762
	Iteration 99F: 3 clusters Score -2686462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (54181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Entering Unmasked Estep 
Score: -4408845.000000 Penalty: 2703.221191
	Iteration 0F: 2 clusters Score -4408845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4372468.000000 Penalty: 5406.442383
	Iteration 0F: 3 clusters Score -4372468 nChanged 25066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4386360.500000 Penalty: 5406.442383
	Iteration 1F: 3 clusters Score -4386360 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4386928.000000 Penalty: 5406.442383
	Iteration 2Q: 3 clusters Score -4386928 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4387494.000000 Penalty: 5406.442383
	Iteration 3Q: 3 clusters Score -4387494 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4388178.500000 Penalty: 5406.442383
	Iteration 4Q: 3 clusters Score -4388178 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -4388942.000000 Penalty: 5406.442383
	Iteration 5Q: 3 clusters Score -4388942 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -4389808.000000 Penalty: 5406.442383
	Iteration 6Q: 3 clusters Score -4389808 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4390803.000000 Penalty: 5406.442383
	Iteration 7Q: 3 clusters Score -4390803 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4391896.500000 Penalty: 5406.442383
	Iteration 8Q: 3 clusters Score -4391896 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4393099.500000 Penalty: 5406.442383
	Iteration 9Q: 3 clusters Score -4393100 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4394397.500000 Penalty: 5406.442383
	Iteration 10Q: 3 clusters Score -4394398 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4395702.000000 Penalty: 5406.442383
	Iteration 11Q: 3 clusters Score -4395702 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4396942.500000 Penalty: 5406.442383
	Iteration 12Q: 3 clusters Score -4396942 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4397978.000000 Penalty: 5406.442383
	Iteration 13Q: 3 clusters Score -4397978 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4398866.500000 Penalty: 5406.442383
	Iteration 14Q: 3 clusters Score -4398866 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4399764.500000 Penalty: 5406.442383
	Iteration 15Q: 3 clusters Score -4399764 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4400722.000000 Penalty: 5406.442383
	Iteration 16Q: 3 clusters Score -4400722 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4401732.000000 Penalty: 5406.442383
	Iteration 17Q: 3 clusters Score -4401732 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4402745.000000 Penalty: 5406.442383
	Iteration 18Q: 3 clusters Score -4402745 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -4403718.000000 Penalty: 5406.442383
	Iteration 19Q: 3 clusters Score -4403718 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -4404661.500000 Penalty: 5406.442383
	Iteration 20F: 3 clusters Score -4404662 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -4405539.500000 Penalty: 5406.442383
	Iteration 21Q: 3 clusters Score -4405540 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -4406311.000000 Penalty: 5406.442383
	Iteration 22Q: 3 clusters Score -4406311 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -4406866.500000 Penalty: 5406.442383
	Iteration 23Q: 3 clusters Score -4406866 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -4407220.000000 Penalty: 5406.442383
	Iteration 24Q: 3 clusters Score -4407220 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -4407392.000000 Penalty: 5406.442383
	Iteration 25Q: 3 clusters Score -4407392 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -4407535.000000 Penalty: 5406.442383
	Iteration 26Q: 3 clusters Score -4407535 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -4407612.500000 Penalty: 5406.442383
	Iteration 27Q: 3 clusters Score -4407612 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -4407696.500000 Penalty: 5406.442383
	Iteration 28Q: 3 clusters Score -4407696 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -4407748.000000 Penalty: 5406.442383
	Iteration 29Q: 3 clusters Score -4407748 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -4407777.000000 Penalty: 5406.442383
	Iteration 30Q: 3 clusters Score -4407777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -4407765.000000 Penalty: 5406.442383
	Iteration 31Q: 3 clusters Score -4407765 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -4407775.000000 Penalty: 5406.442383
	Iteration 32Q: 3 clusters Score -4407775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -4407793.500000 Penalty: 5406.442383
	Iteration 33Q: 3 clusters Score -4407794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -4407817.000000 Penalty: 5406.442383
	Iteration 34Q: 3 clusters Score -4407817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -4407813.500000 Penalty: 5406.442383
	Iteration 35Q: 3 clusters Score -4407814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -4407803.000000 Penalty: 5406.442383
	Iteration 36Q: 3 clusters Score -4407803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -4407802.000000 Penalty: 5406.442383
	Iteration 37Q: 3 clusters Score -4407802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -4407817.000000 Penalty: 5406.442383
	Iteration 38Q: 3 clusters Score -4407817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -4407828.500000 Penalty: 5406.442383
	Iteration 39Q: 3 clusters Score -4407828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -4407832.500000 Penalty: 5406.442383
	Iteration 40F: 3 clusters Score -4407832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -4407837.500000 Penalty: 5406.442383
	Iteration 41Q: 3 clusters Score -4407838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -4407838.500000 Penalty: 5406.442383
	Iteration 42Q: 3 clusters Score -4407838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -4407846.000000 Penalty: 5406.442383
	Iteration 43Q: 3 clusters Score -4407846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -4407846.500000 Penalty: 5406.442383
	Iteration 44Q: 3 clusters Score -4407846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -4407853.000000 Penalty: 5406.442383
	Iteration 45Q: 3 clusters Score -4407853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -4407848.500000 Penalty: 5406.442383
	Iteration 46Q: 3 clusters Score -4407848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -4407854.000000 Penalty: 5406.442383
	Iteration 47Q: 3 clusters Score -4407854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -4407858.000000 Penalty: 5406.442383
	Iteration 48Q: 3 clusters Score -4407858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -4407855.500000 Penalty: 5406.442383
	Iteration 49Q: 3 clusters Score -4407856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -4407856.500000 Penalty: 5406.442383
	Iteration 50Q: 3 clusters Score -4407856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -4407853.500000 Penalty: 5406.442383
	Iteration 51Q: 3 clusters Score -4407854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -4407855.500000 Penalty: 5406.442383
	Iteration 52Q: 3 clusters Score -4407856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -4407861.500000 Penalty: 5406.442383
	Iteration 53Q: 3 clusters Score -4407862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -4407864.500000 Penalty: 5406.442383
	Iteration 54Q: 3 clusters Score -4407864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -4407864.000000 Penalty: 5406.442383
	Iteration 55Q: 3 clusters Score -4407864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -4407864.500000 Penalty: 5406.442383
	Iteration 56Q: 3 clusters Score -4407864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -4407868.000000 Penalty: 5406.442383
	Iteration 57Q: 3 clusters Score -4407868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -4407868.000000 Penalty: 5406.442383
	Iteration 58F: 3 clusters Score -4407868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -401319.125000 Penalty: 2144.323486
	Iteration 0F: 2 clusters Score -401319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -396413.468750 Penalty: 4288.646973
	Iteration 0F: 3 clusters Score -396413.5 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -397946.500000 Penalty: 4288.646973
	Iteration 1F: 3 clusters Score -397946.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -399126.718750 Penalty: 4288.646973
	Iteration 2F: 3 clusters Score -399126.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -400841.375000 Penalty: 4288.646973
	Iteration 3F: 3 clusters Score -400841.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -401986.062500 Penalty: 4288.646973
	Iteration 4F: 3 clusters Score -401986.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -402369.375000 Penalty: 4288.646973
	Iteration 5F: 3 clusters Score -402369.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -402513.250000 Penalty: 4288.646973
	Iteration 6Q: 3 clusters Score -402513.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -402567.687500 Penalty: 4288.646973
	Iteration 7Q: 3 clusters Score -402567.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -402596.000000 Penalty: 4288.646973
	Iteration 8Q: 3 clusters Score -402596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -402624.718750 Penalty: 4288.646973
	Iteration 9Q: 3 clusters Score -402624.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -402642.968750 Penalty: 4288.646973
	Iteration 10Q: 3 clusters Score -402643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -402654.875000 Penalty: 4288.646973
	Iteration 11Q: 3 clusters Score -402654.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -402670.062500 Penalty: 4288.646973
	Iteration 12Q: 3 clusters Score -402670.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -402689.156250 Penalty: 4288.646973
	Iteration 13Q: 3 clusters Score -402689.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -402709.375000 Penalty: 4288.646973
	Iteration 14Q: 3 clusters Score -402709.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -402729.875000 Penalty: 4288.646973
	Iteration 15Q: 3 clusters Score -402729.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -402750.625000 Penalty: 4288.646973
	Iteration 16Q: 3 clusters Score -402750.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -402773.812500 Penalty: 4288.646973
	Iteration 17Q: 3 clusters Score -402773.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -402798.250000 Penalty: 4288.646973
	Iteration 18Q: 3 clusters Score -402798.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -402827.906250 Penalty: 4288.646973
	Iteration 19Q: 3 clusters Score -402827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -402854.375000 Penalty: 4288.646973
	Iteration 20F: 3 clusters Score -402854.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -402885.843750 Penalty: 4288.646973
	Iteration 21Q: 3 clusters Score -402885.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -402932.781250 Penalty: 4288.646973
	Iteration 22Q: 3 clusters Score -402932.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -402970.625000 Penalty: 4288.646973
	Iteration 23Q: 3 clusters Score -402970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -402988.843750 Penalty: 4288.646973
	Iteration 24Q: 3 clusters Score -402988.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -403005.875000 Penalty: 4288.646973
	Iteration 25Q: 3 clusters Score -403005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -403022.156250 Penalty: 4288.646973
	Iteration 26Q: 3 clusters Score -403022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -403039.875000 Penalty: 4288.646973
	Iteration 27Q: 3 clusters Score -403039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -403056.906250 Penalty: 4288.646973
	Iteration 28Q: 3 clusters Score -403056.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -403075.718750 Penalty: 4288.646973
	Iteration 29Q: 3 clusters Score -403075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -403084.656250 Penalty: 4288.646973
	Iteration 30Q: 3 clusters Score -403084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -403092.375000 Penalty: 4288.646973
	Iteration 31Q: 3 clusters Score -403092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -403096.031250 Penalty: 4288.646973
	Iteration 32Q: 3 clusters Score -403096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -403100.187500 Penalty: 4288.646973
	Iteration 33Q: 3 clusters Score -403100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -403102.500000 Penalty: 4288.646973
	Iteration 34Q: 3 clusters Score -403102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -403102.500000 Penalty: 4288.646973
	Iteration 35F: 3 clusters Score -403102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 14330 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 8938 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Entering Unmasked Estep 
Score: -150767760.000000 Penalty: 210579.953125
Splitting cluster 30 changes total score from -150767520.000000 to -150767760.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 31 (17559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Entering Unmasked Estep 
Score: -1386662.125000 Penalty: 2423.783936
	Iteration 0F: 2 clusters Score -1386662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1374170.500000 Penalty: 4847.567871
	Iteration 0F: 3 clusters Score -1374170 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1378255.500000 Penalty: 4847.567871
	Iteration 1F: 3 clusters Score -1378256 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1378729.875000 Penalty: 4847.567871
	Iteration 2F: 3 clusters Score -1378730 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1379309.250000 Penalty: 4847.567871
	Iteration 3F: 3 clusters Score -1379309 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1379983.250000 Penalty: 4847.567871
	Iteration 4F: 3 clusters Score -1379983 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1380765.250000 Penalty: 4847.567871
	Iteration 5F: 3 clusters Score -1380765 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1381571.625000 Penalty: 4847.567871
	Iteration 6F: 3 clusters Score -1381572 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1382248.750000 Penalty: 4847.567871
	Iteration 7F: 3 clusters Score -1382249 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1382805.875000 Penalty: 4847.567871
	Iteration 8Q: 3 clusters Score -1382806 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1383304.750000 Penalty: 4847.567871
	Iteration 9Q: 3 clusters Score -1383305 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1383767.875000 Penalty: 4847.567871
	Iteration 10Q: 3 clusters Score -1383768 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1384145.250000 Penalty: 4847.567871
	Iteration 11Q: 3 clusters Score -1384145 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1384422.875000 Penalty: 4847.567871
	Iteration 12Q: 3 clusters Score -1384423 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1384568.750000 Penalty: 4847.567871
	Iteration 13Q: 3 clusters Score -1384569 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1384653.750000 Penalty: 4847.567871
	Iteration 14Q: 3 clusters Score -1384654 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1384727.250000 Penalty: 4847.567871
	Iteration 15Q: 3 clusters Score -1384727 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1384780.625000 Penalty: 4847.567871
	Iteration 16Q: 3 clusters Score -1384781 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1384821.375000 Penalty: 4847.567871
	Iteration 17Q: 3 clusters Score -1384821 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1384875.750000 Penalty: 4847.567871
	Iteration 18Q: 3 clusters Score -1384876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1384913.125000 Penalty: 4847.567871
	Iteration 19Q: 3 clusters Score -1384913 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1384937.375000 Penalty: 4847.567871
	Iteration 20F: 3 clusters Score -1384937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1384970.625000 Penalty: 4847.567871
	Iteration 21Q: 3 clusters Score -1384971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1384992.375000 Penalty: 4847.567871
	Iteration 22Q: 3 clusters Score -1384992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1385017.750000 Penalty: 4847.567871
	Iteration 23Q: 3 clusters Score -1385018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1385043.500000 Penalty: 4847.567871
	Iteration 24Q: 3 clusters Score -1385044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1385067.000000 Penalty: 4847.567871
	Iteration 25Q: 3 clusters Score -1385067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1385082.500000 Penalty: 4847.567871
	Iteration 26Q: 3 clusters Score -1385082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1385101.875000 Penalty: 4847.567871
	Iteration 27Q: 3 clusters Score -1385102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1385117.375000 Penalty: 4847.567871
	Iteration 28Q: 3 clusters Score -1385117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1385130.500000 Penalty: 4847.567871
	Iteration 29Q: 3 clusters Score -1385130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1385136.125000 Penalty: 4847.567871
	Iteration 30Q: 3 clusters Score -1385136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1385148.000000 Penalty: 4847.567871
	Iteration 31Q: 3 clusters Score -1385148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1385159.750000 Penalty: 4847.567871
	Iteration 32Q: 3 clusters Score -1385160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1385170.125000 Penalty: 4847.567871
	Iteration 33Q: 3 clusters Score -1385170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1385183.750000 Penalty: 4847.567871
	Iteration 34Q: 3 clusters Score -1385184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1385198.500000 Penalty: 4847.567871
	Iteration 35Q: 3 clusters Score -1385198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1385210.250000 Penalty: 4847.567871
	Iteration 36Q: 3 clusters Score -1385210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1385217.000000 Penalty: 4847.567871
	Iteration 37Q: 3 clusters Score -1385217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1385227.375000 Penalty: 4847.567871
	Iteration 38Q: 3 clusters Score -1385227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1385240.000000 Penalty: 4847.567871
	Iteration 39Q: 3 clusters Score -1385240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1385251.250000 Penalty: 4847.567871
	Iteration 40F: 3 clusters Score -1385251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1385266.500000 Penalty: 4847.567871
	Iteration 41Q: 3 clusters Score -1385266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1385279.000000 Penalty: 4847.567871
	Iteration 42Q: 3 clusters Score -1385279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1385285.250000 Penalty: 4847.567871
	Iteration 43Q: 3 clusters Score -1385285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1385294.375000 Penalty: 4847.567871
	Iteration 44Q: 3 clusters Score -1385294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1385299.250000 Penalty: 4847.567871
	Iteration 45Q: 3 clusters Score -1385299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1385307.750000 Penalty: 4847.567871
	Iteration 46Q: 3 clusters Score -1385308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1385310.000000 Penalty: 4847.567871
	Iteration 47Q: 3 clusters Score -1385310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1385315.250000 Penalty: 4847.567871
	Iteration 48Q: 3 clusters Score -1385315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1385320.000000 Penalty: 4847.567871
	Iteration 49Q: 3 clusters Score -1385320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1385320.250000 Penalty: 4847.567871
	Iteration 50Q: 3 clusters Score -1385320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1385321.000000 Penalty: 4847.567871
	Iteration 51Q: 3 clusters Score -1385321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1385321.250000 Penalty: 4847.567871
	Iteration 52Q: 3 clusters Score -1385321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1385324.625000 Penalty: 4847.567871
	Iteration 53Q: 3 clusters Score -1385325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1385328.125000 Penalty: 4847.567871
	Iteration 54Q: 3 clusters Score -1385328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1385329.125000 Penalty: 4847.567871
	Iteration 55Q: 3 clusters Score -1385329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1385329.000000 Penalty: 4847.567871
	Iteration 56Q: 3 clusters Score -1385329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1385330.625000 Penalty: 4847.567871
	Iteration 57Q: 3 clusters Score -1385331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1385334.250000 Penalty: 4847.567871
	Iteration 58Q: 3 clusters Score -1385334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1385331.875000 Penalty: 4847.567871
	Iteration 59Q: 3 clusters Score -1385332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1385333.500000 Penalty: 4847.567871
	Iteration 60F: 3 clusters Score -1385334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1385333.750000 Penalty: 4847.567871
	Iteration 61Q: 3 clusters Score -1385334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1385334.750000 Penalty: 4847.567871
	Iteration 62Q: 3 clusters Score -1385335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1385333.125000 Penalty: 4847.567871
	Iteration 63Q: 3 clusters Score -1385333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1385332.625000 Penalty: 4847.567871
	Iteration 64Q: 3 clusters Score -1385333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1385330.250000 Penalty: 4847.567871
	Iteration 65Q: 3 clusters Score -1385330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1385334.000000 Penalty: 4847.567871
	Iteration 66Q: 3 clusters Score -1385334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1385336.375000 Penalty: 4847.567871
	Iteration 67Q: 3 clusters Score -1385336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1385335.750000 Penalty: 4847.567871
	Iteration 68Q: 3 clusters Score -1385336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1385336.875000 Penalty: 4847.567871
	Iteration 69Q: 3 clusters Score -1385337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1385338.000000 Penalty: 4847.567871
	Iteration 70Q: 3 clusters Score -1385338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1385336.250000 Penalty: 4847.567871
	Iteration 71Q: 3 clusters Score -1385336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1385339.000000 Penalty: 4847.567871
	Iteration 72Q: 3 clusters Score -1385339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1385338.875000 Penalty: 4847.567871
	Iteration 73Q: 3 clusters Score -1385339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1385341.375000 Penalty: 4847.567871
	Iteration 74Q: 3 clusters Score -1385341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1385338.125000 Penalty: 4847.567871
	Iteration 75Q: 3 clusters Score -1385338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1385341.000000 Penalty: 4847.567871
	Iteration 76Q: 3 clusters Score -1385341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1385343.375000 Penalty: 4847.567871
	Iteration 77Q: 3 clusters Score -1385343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1385341.125000 Penalty: 4847.567871
	Iteration 78Q: 3 clusters Score -1385341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1385341.625000 Penalty: 4847.567871
	Iteration 79Q: 3 clusters Score -1385342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1385341.375000 Penalty: 4847.567871
	Iteration 80F: 3 clusters Score -1385341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (100130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Entering Unmasked Estep 
Score: -8041664.500000 Penalty: 2855.527832
	Iteration 0F: 2 clusters Score -8041664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -7974604.500000 Penalty: 5711.055664
	Iteration 0F: 3 clusters Score -7974604 nChanged 47345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -8001670.000000 Penalty: 5711.055664
	Iteration 1F: 3 clusters Score -8001670 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8002660.000000 Penalty: 5711.055664
	Iteration 2Q: 3 clusters Score -8002660 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8004224.000000 Penalty: 5711.055664
	Iteration 3Q: 3 clusters Score -8004224 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -8006848.500000 Penalty: 5711.055664
	Iteration 4F: 3 clusters Score -8006848 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8010829.500000 Penalty: 5711.055664
	Iteration 5F: 3 clusters Score -8010830 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8016034.500000 Penalty: 5711.055664
	Iteration 6F: 3 clusters Score -8016034 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -8021293.000000 Penalty: 5711.055664
	Iteration 7F: 3 clusters Score -8021293 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -8025525.500000 Penalty: 5711.055664
	Iteration 8F: 3 clusters Score -8025526 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -8028636.500000 Penalty: 5711.055664
	Iteration 9Q: 3 clusters Score -8028636 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -8031034.000000 Penalty: 5711.055664
	Iteration 10Q: 3 clusters Score -8031034 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -8033240.500000 Penalty: 5711.055664
	Iteration 11Q: 3 clusters Score -8033240 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8035188.500000 Penalty: 5711.055664
	Iteration 12Q: 3 clusters Score -8035188 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8036817.000000 Penalty: 5711.055664
	Iteration 13Q: 3 clusters Score -8036817 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8037897.000000 Penalty: 5711.055664
	Iteration 14Q: 3 clusters Score -8037897 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8038484.500000 Penalty: 5711.055664
	Iteration 15Q: 3 clusters Score -8038484 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8038829.000000 Penalty: 5711.055664
	Iteration 16Q: 3 clusters Score -8038829 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8039000.500000 Penalty: 5711.055664
	Iteration 17Q: 3 clusters Score -8039000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8039084.500000 Penalty: 5711.055664
	Iteration 18Q: 3 clusters Score -8039084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8039149.000000 Penalty: 5711.055664
	Iteration 19Q: 3 clusters Score -8039149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8039169.500000 Penalty: 5711.055664
	Iteration 20F: 3 clusters Score -8039170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8039179.000000 Penalty: 5711.055664
	Iteration 21Q: 3 clusters Score -8039179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8039184.500000 Penalty: 5711.055664
	Iteration 22Q: 3 clusters Score -8039184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8039201.000000 Penalty: 5711.055664
	Iteration 23Q: 3 clusters Score -8039201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8039207.500000 Penalty: 5711.055664
	Iteration 24Q: 3 clusters Score -8039208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99692 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8039216.500000 Penalty: 5711.055664
	Iteration 25Q: 3 clusters Score -8039216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8039221.500000 Penalty: 5711.055664
	Iteration 26Q: 3 clusters Score -8039222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8039220.500000 Penalty: 5711.055664
	Iteration 27Q: 3 clusters Score -8039220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8039223.000000 Penalty: 5711.055664
	Iteration 28Q: 3 clusters Score -8039223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8039234.000000 Penalty: 5711.055664
	Iteration 29Q: 3 clusters Score -8039234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8039234.000000 Penalty: 5711.055664
	Iteration 30Q: 3 clusters Score -8039234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99710 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8039232.000000 Penalty: 5711.055664
	Iteration 31Q: 3 clusters Score -8039232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8039235.000000 Penalty: 5711.055664
	Iteration 32Q: 3 clusters Score -8039235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8039236.500000 Penalty: 5711.055664
	Iteration 33Q: 3 clusters Score -8039236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8039238.000000 Penalty: 5711.055664
	Iteration 34Q: 3 clusters Score -8039238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8039243.500000 Penalty: 5711.055664
	Iteration 35Q: 3 clusters Score -8039244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8039243.500000 Penalty: 5711.055664
	Iteration 36F: 3 clusters Score -8039244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -150097.125000 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -150097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147739.328125 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -147739.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -148353.468750 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -148353.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -148706.921875 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -148706.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -149070.765625 Penalty: 3687.391602
	Iteration 3F: 3 clusters Score -149070.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -149389.968750 Penalty: 3687.391602
	Iteration 4F: 3 clusters Score -149390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -149628.750000 Penalty: 3687.391602
	Iteration 5F: 3 clusters Score -149628.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -149770.703125 Penalty: 3687.391602
	Iteration 6Q: 3 clusters Score -149770.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -149840.343750 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -149840.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -149909.328125 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -149909.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -149949.468750 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -149949.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -149972.953125 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -149973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -149988.968750 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -149989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -150006.234375 Penalty: 3687.391602
	Iteration 12Q: 3 clusters Score -150006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -150012.734375 Penalty: 3687.391602
	Iteration 13Q: 3 clusters Score -150012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -150015.531250 Penalty: 3687.391602
	Iteration 14Q: 3 clusters Score -150015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -150017.312500 Penalty: 3687.391602
	Iteration 15Q: 3 clusters Score -150017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -150017.312500 Penalty: 3687.391602
	Iteration 16F: 3 clusters Score -150017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Entering Unmasked Estep 
Score: -1310093.375000 Penalty: 2373.387451
	Iteration 0F: 2 clusters Score -1310093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1299708.750000 Penalty: 4746.774902
	Iteration 0F: 3 clusters Score -1299709 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1303204.500000 Penalty: 4746.774902
	Iteration 1F: 3 clusters Score -1303204 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1304176.500000 Penalty: 4746.774902
	Iteration 2F: 3 clusters Score -1304176 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1305547.875000 Penalty: 4746.774902
	Iteration 3F: 3 clusters Score -1305548 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1307080.375000 Penalty: 4746.774902
	Iteration 4F: 3 clusters Score -1307080 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1308295.750000 Penalty: 4746.774902
	Iteration 5F: 3 clusters Score -1308296 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1308967.000000 Penalty: 4746.774902
	Iteration 6F: 3 clusters Score -1308967 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1309305.375000 Penalty: 4746.774902
	Iteration 7Q: 3 clusters Score -1309305 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1309511.375000 Penalty: 4746.774902
	Iteration 8Q: 3 clusters Score -1309511 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1309680.375000 Penalty: 4746.774902
	Iteration 9Q: 3 clusters Score -1309680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1309850.125000 Penalty: 4746.774902
	Iteration 10Q: 3 clusters Score -1309850 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1310025.000000 Penalty: 4746.774902
	Iteration 11Q: 3 clusters Score -1310025 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1310165.500000 Penalty: 4746.774902
	Iteration 12Q: 3 clusters Score -1310166 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1310295.500000 Penalty: 4746.774902
	Iteration 13Q: 3 clusters Score -1310296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1310449.000000 Penalty: 4746.774902
	Iteration 14Q: 3 clusters Score -1310449 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1310641.375000 Penalty: 4746.774902
	Iteration 15Q: 3 clusters Score -1310641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1310879.125000 Penalty: 4746.774902
	Iteration 16Q: 3 clusters Score -1310879 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1311078.750000 Penalty: 4746.774902
	Iteration 17Q: 3 clusters Score -1311079 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1311192.750000 Penalty: 4746.774902
	Iteration 18Q: 3 clusters Score -1311193 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1311260.625000 Penalty: 4746.774902
	Iteration 19Q: 3 clusters Score -1311261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1311296.750000 Penalty: 4746.774902
	Iteration 20F: 3 clusters Score -1311297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1311317.250000 Penalty: 4746.774902
	Iteration 21Q: 3 clusters Score -1311317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1311322.875000 Penalty: 4746.774902
	Iteration 22Q: 3 clusters Score -1311323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1311329.125000 Penalty: 4746.774902
	Iteration 23Q: 3 clusters Score -1311329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1311335.625000 Penalty: 4746.774902
	Iteration 24Q: 3 clusters Score -1311336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1311343.375000 Penalty: 4746.774902
	Iteration 25Q: 3 clusters Score -1311343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1311345.375000 Penalty: 4746.774902
	Iteration 26Q: 3 clusters Score -1311345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1311351.250000 Penalty: 4746.774902
	Iteration 27Q: 3 clusters Score -1311351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1311354.000000 Penalty: 4746.774902
	Iteration 28Q: 3 clusters Score -1311354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1311354.875000 Penalty: 4746.774902
	Iteration 29Q: 3 clusters Score -1311355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1311358.625000 Penalty: 4746.774902
	Iteration 30Q: 3 clusters Score -1311359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1311370.875000 Penalty: 4746.774902
	Iteration 31Q: 3 clusters Score -1311371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1311378.625000 Penalty: 4746.774902
	Iteration 32Q: 3 clusters Score -1311379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1311384.375000 Penalty: 4746.774902
	Iteration 33Q: 3 clusters Score -1311384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1311399.500000 Penalty: 4746.774902
	Iteration 34Q: 3 clusters Score -1311400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1311411.500000 Penalty: 4746.774902
	Iteration 35Q: 3 clusters Score -1311412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1311423.375000 Penalty: 4746.774902
	Iteration 36Q: 3 clusters Score -1311423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1311430.750000 Penalty: 4746.774902
	Iteration 37Q: 3 clusters Score -1311431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1311444.625000 Penalty: 4746.774902
	Iteration 38Q: 3 clusters Score -1311445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1311458.875000 Penalty: 4746.774902
	Iteration 39Q: 3 clusters Score -1311459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1311471.375000 Penalty: 4746.774902
	Iteration 40F: 3 clusters Score -1311471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1311481.125000 Penalty: 4746.774902
	Iteration 41Q: 3 clusters Score -1311481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1311490.375000 Penalty: 4746.774902
	Iteration 42Q: 3 clusters Score -1311490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1311499.875000 Penalty: 4746.774902
	Iteration 43Q: 3 clusters Score -1311500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1311515.500000 Penalty: 4746.774902
	Iteration 44Q: 3 clusters Score -1311516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1311529.625000 Penalty: 4746.774902
	Iteration 45Q: 3 clusters Score -1311530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1311547.000000 Penalty: 4746.774902
	Iteration 46Q: 3 clusters Score -1311547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1311566.000000 Penalty: 4746.774902
	Iteration 47Q: 3 clusters Score -1311566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1311583.875000 Penalty: 4746.774902
	Iteration 48Q: 3 clusters Score -1311584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1311597.375000 Penalty: 4746.774902
	Iteration 49Q: 3 clusters Score -1311597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1311604.125000 Penalty: 4746.774902
	Iteration 50Q: 3 clusters Score -1311604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1311620.250000 Penalty: 4746.774902
	Iteration 51Q: 3 clusters Score -1311620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1311650.000000 Penalty: 4746.774902
	Iteration 52Q: 3 clusters Score -1311650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1311682.000000 Penalty: 4746.774902
	Iteration 53Q: 3 clusters Score -1311682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1311708.625000 Penalty: 4746.774902
	Iteration 54Q: 3 clusters Score -1311709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1311734.500000 Penalty: 4746.774902
	Iteration 55Q: 3 clusters Score -1311734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1311754.000000 Penalty: 4746.774902
	Iteration 56Q: 3 clusters Score -1311754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1311768.375000 Penalty: 4746.774902
	Iteration 57Q: 3 clusters Score -1311768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1311782.125000 Penalty: 4746.774902
	Iteration 58Q: 3 clusters Score -1311782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1311791.875000 Penalty: 4746.774902
	Iteration 59Q: 3 clusters Score -1311792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1311794.250000 Penalty: 4746.774902
	Iteration 60F: 3 clusters Score -1311794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1311804.625000 Penalty: 4746.774902
	Iteration 61Q: 3 clusters Score -1311805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1311806.250000 Penalty: 4746.774902
	Iteration 62Q: 3 clusters Score -1311806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1311814.625000 Penalty: 4746.774902
	Iteration 63Q: 3 clusters Score -1311815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1311815.125000 Penalty: 4746.774902
	Iteration 64Q: 3 clusters Score -1311815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1311820.875000 Penalty: 4746.774902
	Iteration 65Q: 3 clusters Score -1311821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1311821.750000 Penalty: 4746.774902
	Iteration 66Q: 3 clusters Score -1311822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1311824.250000 Penalty: 4746.774902
	Iteration 67Q: 3 clusters Score -1311824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1311825.375000 Penalty: 4746.774902
	Iteration 68Q: 3 clusters Score -1311825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1311830.500000 Penalty: 4746.774902
	Iteration 69Q: 3 clusters Score -1311830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1311832.750000 Penalty: 4746.774902
	Iteration 70Q: 3 clusters Score -1311833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1311835.250000 Penalty: 4746.774902
	Iteration 71Q: 3 clusters Score -1311835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1311835.625000 Penalty: 4746.774902
	Iteration 72Q: 3 clusters Score -1311836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1311837.750000 Penalty: 4746.774902
	Iteration 73Q: 3 clusters Score -1311838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1311839.000000 Penalty: 4746.774902
	Iteration 74Q: 3 clusters Score -1311839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1311838.875000 Penalty: 4746.774902
	Iteration 75Q: 3 clusters Score -1311839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1311837.000000 Penalty: 4746.774902
	Iteration 76Q: 3 clusters Score -1311837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1311837.500000 Penalty: 4746.774902
	Iteration 77Q: 3 clusters Score -1311838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1311838.875000 Penalty: 4746.774902
	Iteration 78Q: 3 clusters Score -1311839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1311837.375000 Penalty: 4746.774902
	Iteration 79Q: 3 clusters Score -1311837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1311838.250000 Penalty: 4746.774902
	Iteration 80F: 3 clusters Score -1311838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 8938 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Entering Unmasked Estep 
Score: -150768288.000000 Penalty: 214149.109375
Splitting cluster 34 changes total score from -150767520.000000 to -150768288.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 35 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -455164.437500 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -455164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -450383.437500 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -450383.4 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -451569.375000 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -451569.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -451783.406250 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -451783.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -451906.812500 Penalty: 4258.271973
	Iteration 3Q: 3 clusters Score -451906.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -451994.093750 Penalty: 4258.271973
	Iteration 4Q: 3 clusters Score -451994.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -452051.000000 Penalty: 4258.271973
	Iteration 5Q: 3 clusters Score -452051 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -452090.593750 Penalty: 4258.271973
	Iteration 6Q: 3 clusters Score -452090.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -452107.437500 Penalty: 4258.271973
	Iteration 7Q: 3 clusters Score -452107.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -452124.156250 Penalty: 4258.271973
	Iteration 8Q: 3 clusters Score -452124.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -452139.968750 Penalty: 4258.271973
	Iteration 9Q: 3 clusters Score -452140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -452150.968750 Penalty: 4258.271973
	Iteration 10Q: 3 clusters Score -452151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -452160.406250 Penalty: 4258.271973
	Iteration 11Q: 3 clusters Score -452160.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -452170.312500 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -452170.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -452175.406250 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -452175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -452181.718750 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -452181.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -452190.500000 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -452190.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -452197.781250 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -452197.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -452205.125000 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -452205.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -452214.156250 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -452214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -452223.062500 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -452223.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -452231.343750 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -452231.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -452237.250000 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -452237.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -452244.156250 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -452244.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -452249.687500 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -452249.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -452255.656250 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -452255.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -452260.218750 Penalty: 4258.271973
	Iteration 25Q: 3 clusters Score -452260.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -452263.687500 Penalty: 4258.271973
	Iteration 26Q: 3 clusters Score -452263.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -452265.281250 Penalty: 4258.271973
	Iteration 27Q: 3 clusters Score -452265.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -452268.125000 Penalty: 4258.271973
	Iteration 28Q: 3 clusters Score -452268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -452270.781250 Penalty: 4258.271973
	Iteration 29Q: 3 clusters Score -452270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -452273.281250 Penalty: 4258.271973
	Iteration 30Q: 3 clusters Score -452273.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -452274.656250 Penalty: 4258.271973
	Iteration 31Q: 3 clusters Score -452274.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -452276.406250 Penalty: 4258.271973
	Iteration 32Q: 3 clusters Score -452276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -452277.125000 Penalty: 4258.271973
	Iteration 33Q: 3 clusters Score -452277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -452278.218750 Penalty: 4258.271973
	Iteration 34Q: 3 clusters Score -452278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -452279.656250 Penalty: 4258.271973
	Iteration 35Q: 3 clusters Score -452279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -452280.406250 Penalty: 4258.271973
	Iteration 36Q: 3 clusters Score -452280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -452282.312500 Penalty: 4258.271973
	Iteration 37Q: 3 clusters Score -452282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -452282.375000 Penalty: 4258.271973
	Iteration 38Q: 3 clusters Score -452282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -452282.375000 Penalty: 4258.271973
	Iteration 39F: 3 clusters Score -452282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (110423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Entering Unmasked Estep 
Score: -11666760.000000 Penalty: 2879.794434
	Iteration 0F: 2 clusters Score -1.166676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -11595212.000000 Penalty: 5759.588867
	Iteration 0F: 3 clusters Score -1.159521e+07 nChanged 52641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -11625132.000000 Penalty: 5759.588867
	Iteration 1F: 3 clusters Score -1.162513e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -11626074.000000 Penalty: 5759.588867
	Iteration 2Q: 3 clusters Score -1.162607e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -11627328.000000 Penalty: 5759.588867
	Iteration 3Q: 3 clusters Score -1.162733e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -11628897.000000 Penalty: 5759.588867
	Iteration 4Q: 3 clusters Score -1.16289e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -11631120.000000 Penalty: 5759.588867
	Iteration 5Q: 3 clusters Score -1.163112e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -11634238.000000 Penalty: 5759.588867
	Iteration 6F: 3 clusters Score -1.163424e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -11638155.000000 Penalty: 5759.588867
	Iteration 7F: 3 clusters Score -1.163816e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -11643058.000000 Penalty: 5759.588867
	Iteration 8F: 3 clusters Score -1.164306e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -11648316.000000 Penalty: 5759.588867
	Iteration 9F: 3 clusters Score -1.164832e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -11652728.000000 Penalty: 5759.588867
	Iteration 10F: 3 clusters Score -1.165273e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -11655461.000000 Penalty: 5759.588867
	Iteration 11Q: 3 clusters Score -1.165546e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -11657145.000000 Penalty: 5759.588867
	Iteration 12Q: 3 clusters Score -1.165714e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -11658218.000000 Penalty: 5759.588867
	Iteration 13Q: 3 clusters Score -1.165822e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -11659032.000000 Penalty: 5759.588867
	Iteration 14Q: 3 clusters Score -1.165903e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -11659745.000000 Penalty: 5759.588867
	Iteration 15Q: 3 clusters Score -1.165974e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -11660165.000000 Penalty: 5759.588867
	Iteration 16Q: 3 clusters Score -1.166016e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -11660485.000000 Penalty: 5759.588867
	Iteration 17Q: 3 clusters Score -1.166048e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -11660682.000000 Penalty: 5759.588867
	Iteration 18Q: 3 clusters Score -1.166068e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -11660785.000000 Penalty: 5759.588867
	Iteration 19Q: 3 clusters Score -1.166078e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -11660902.000000 Penalty: 5759.588867
	Iteration 20F: 3 clusters Score -1.16609e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -11660958.000000 Penalty: 5759.588867
	Iteration 21Q: 3 clusters Score -1.166096e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -11660965.000000 Penalty: 5759.588867
	Iteration 22Q: 3 clusters Score -1.166096e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -11660983.000000 Penalty: 5759.588867
	Iteration 23Q: 3 clusters Score -1.166098e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -11661025.000000 Penalty: 5759.588867
	Iteration 24Q: 3 clusters Score -1.166102e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -11660982.000000 Penalty: 5759.588867
	Iteration 25Q: 3 clusters Score -1.166098e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -11660972.000000 Penalty: 5759.588867
	Iteration 26Q: 3 clusters Score -1.166097e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -11661001.000000 Penalty: 5759.588867
	Iteration 27Q: 3 clusters Score -1.1661e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -11660960.000000 Penalty: 5759.588867
	Iteration 28Q: 3 clusters Score -1.166096e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -11660957.000000 Penalty: 5759.588867
	Iteration 29Q: 3 clusters Score -1.166096e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -11660958.000000 Penalty: 5759.588867
	Iteration 30Q: 3 clusters Score -1.166096e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -11660948.000000 Penalty: 5759.588867
	Iteration 31Q: 3 clusters Score -1.166095e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -11660949.000000 Penalty: 5759.588867
	Iteration 32Q: 3 clusters Score -1.166095e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -11660934.000000 Penalty: 5759.588867
	Iteration 33Q: 3 clusters Score -1.166093e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -11660974.000000 Penalty: 5759.588867
	Iteration 34Q: 3 clusters Score -1.166097e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -11660944.000000 Penalty: 5759.588867
	Iteration 35Q: 3 clusters Score -1.166094e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -11660926.000000 Penalty: 5759.588867
	Iteration 36Q: 3 clusters Score -1.166093e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -11660897.000000 Penalty: 5759.588867
	Iteration 37Q: 3 clusters Score -1.16609e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -11660858.000000 Penalty: 5759.588867
	Iteration 38Q: 3 clusters Score -1.166086e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -11660822.000000 Penalty: 5759.588867
	Iteration 39Q: 3 clusters Score -1.166082e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -11660824.000000 Penalty: 5759.588867
	Iteration 40F: 3 clusters Score -1.166082e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -11660785.000000 Penalty: 5759.588867
	Iteration 41Q: 3 clusters Score -1.166078e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61619 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -11660807.000000 Penalty: 5759.588867
	Iteration 42Q: 3 clusters Score -1.166081e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -11660806.000000 Penalty: 5759.588867
	Iteration 43Q: 3 clusters Score -1.166081e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -11660769.000000 Penalty: 5759.588867
	Iteration 44Q: 3 clusters Score -1.166077e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -11660774.000000 Penalty: 5759.588867
	Iteration 45Q: 3 clusters Score -1.166077e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -11660768.000000 Penalty: 5759.588867
	Iteration 46Q: 3 clusters Score -1.166077e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -11660787.000000 Penalty: 5759.588867
	Iteration 47Q: 3 clusters Score -1.166079e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -11660728.000000 Penalty: 5759.588867
	Iteration 48Q: 3 clusters Score -1.166073e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -11660743.000000 Penalty: 5759.588867
	Iteration 49Q: 3 clusters Score -1.166074e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -11660712.000000 Penalty: 5759.588867
	Iteration 50Q: 3 clusters Score -1.166071e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -11660746.000000 Penalty: 5759.588867
	Iteration 51Q: 3 clusters Score -1.166075e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -11660763.000000 Penalty: 5759.588867
	Iteration 52Q: 3 clusters Score -1.166076e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -11660750.000000 Penalty: 5759.588867
	Iteration 53Q: 3 clusters Score -1.166075e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -11660734.000000 Penalty: 5759.588867
	Iteration 54Q: 3 clusters Score -1.166073e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -11660680.000000 Penalty: 5759.588867
	Iteration 55Q: 3 clusters Score -1.166068e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -11660704.000000 Penalty: 5759.588867
	Iteration 56Q: 3 clusters Score -1.16607e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -11660714.000000 Penalty: 5759.588867
	Iteration 57Q: 3 clusters Score -1.166071e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -11660700.000000 Penalty: 5759.588867
	Iteration 58Q: 3 clusters Score -1.16607e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -11660699.000000 Penalty: 5759.588867
	Iteration 59Q: 3 clusters Score -1.16607e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -11660716.000000 Penalty: 5759.588867
	Iteration 60F: 3 clusters Score -1.166072e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -11660660.000000 Penalty: 5759.588867
	Iteration 61Q: 3 clusters Score -1.166066e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -11660647.000000 Penalty: 5759.588867
	Iteration 62Q: 3 clusters Score -1.166065e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -11660632.000000 Penalty: 5759.588867
	Iteration 63Q: 3 clusters Score -1.166063e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -11660585.000000 Penalty: 5759.588867
	Iteration 64Q: 3 clusters Score -1.166058e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -11660583.000000 Penalty: 5759.588867
	Iteration 65Q: 3 clusters Score -1.166058e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -11660588.000000 Penalty: 5759.588867
	Iteration 66Q: 3 clusters Score -1.166059e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -11660564.000000 Penalty: 5759.588867
	Iteration 67Q: 3 clusters Score -1.166056e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -11660558.000000 Penalty: 5759.588867
	Iteration 68Q: 3 clusters Score -1.166056e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -11660565.000000 Penalty: 5759.588867
	Iteration 69Q: 3 clusters Score -1.166056e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -11660547.000000 Penalty: 5759.588867
	Iteration 70Q: 3 clusters Score -1.166055e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -11660500.000000 Penalty: 5759.588867
	Iteration 71Q: 3 clusters Score -1.16605e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -11660503.000000 Penalty: 5759.588867
	Iteration 72Q: 3 clusters Score -1.16605e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -11660491.000000 Penalty: 5759.588867
	Iteration 73Q: 3 clusters Score -1.166049e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -11660476.000000 Penalty: 5759.588867
	Iteration 74Q: 3 clusters Score -1.166048e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -11660468.000000 Penalty: 5759.588867
	Iteration 75Q: 3 clusters Score -1.166047e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -11660441.000000 Penalty: 5759.588867
	Iteration 76Q: 3 clusters Score -1.166044e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -11660439.000000 Penalty: 5759.588867
	Iteration 77Q: 3 clusters Score -1.166044e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -11660403.000000 Penalty: 5759.588867
	Iteration 78Q: 3 clusters Score -1.16604e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -11660399.000000 Penalty: 5759.588867
	Iteration 79Q: 3 clusters Score -1.16604e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -11660389.000000 Penalty: 5759.588867
	Iteration 80F: 3 clusters Score -1.166039e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -11660380.000000 Penalty: 5759.588867
	Iteration 81Q: 3 clusters Score -1.166038e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -11660389.000000 Penalty: 5759.588867
	Iteration 82Q: 3 clusters Score -1.166039e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -11660401.000000 Penalty: 5759.588867
	Iteration 83Q: 3 clusters Score -1.16604e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -11660381.000000 Penalty: 5759.588867
	Iteration 84Q: 3 clusters Score -1.166038e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -11660399.000000 Penalty: 5759.588867
	Iteration 85Q: 3 clusters Score -1.16604e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -11660380.000000 Penalty: 5759.588867
	Iteration 86Q: 3 clusters Score -1.166038e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -11660370.000000 Penalty: 5759.588867
	Iteration 87Q: 3 clusters Score -1.166037e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -11660348.000000 Penalty: 5759.588867
	Iteration 88Q: 3 clusters Score -1.166035e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -11660335.000000 Penalty: 5759.588867
	Iteration 89Q: 3 clusters Score -1.166034e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -11660345.000000 Penalty: 5759.588867
	Iteration 90Q: 3 clusters Score -1.166034e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -11660320.000000 Penalty: 5759.588867
	Iteration 91Q: 3 clusters Score -1.166032e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -11660317.000000 Penalty: 5759.588867
	Iteration 92Q: 3 clusters Score -1.166032e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -11660313.000000 Penalty: 5759.588867
	Iteration 93Q: 3 clusters Score -1.166031e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -11660301.000000 Penalty: 5759.588867
	Iteration 94Q: 3 clusters Score -1.16603e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -11660325.000000 Penalty: 5759.588867
	Iteration 95Q: 3 clusters Score -1.166032e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -11660331.000000 Penalty: 5759.588867
	Iteration 96Q: 3 clusters Score -1.166033e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -11660361.000000 Penalty: 5759.588867
	Iteration 97Q: 3 clusters Score -1.166036e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -11660329.000000 Penalty: 5759.588867
	Iteration 98Q: 3 clusters Score -1.166033e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -11660359.000000 Penalty: 5759.588867
	Iteration 99Q: 3 clusters Score -1.166036e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -11660364.000000 Penalty: 5759.588867
	Iteration 100F: 3 clusters Score -1.166036e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -11660404.000000 Penalty: 5759.588867
	Iteration 101Q: 3 clusters Score -1.16604e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -11660397.000000 Penalty: 5759.588867
	Iteration 102Q: 3 clusters Score -1.16604e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -11660464.000000 Penalty: 5759.588867
	Iteration 103Q: 3 clusters Score -1.166046e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -11660448.000000 Penalty: 5759.588867
	Iteration 104Q: 3 clusters Score -1.166045e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -11660404.000000 Penalty: 5759.588867
	Iteration 105Q: 3 clusters Score -1.16604e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -11660390.000000 Penalty: 5759.588867
	Iteration 106Q: 3 clusters Score -1.166039e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -11660384.000000 Penalty: 5759.588867
	Iteration 107Q: 3 clusters Score -1.166038e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -11660397.000000 Penalty: 5759.588867
	Iteration 108Q: 3 clusters Score -1.16604e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -11660387.000000 Penalty: 5759.588867
	Iteration 109Q: 3 clusters Score -1.166039e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -11660367.000000 Penalty: 5759.588867
	Iteration 110Q: 3 clusters Score -1.166037e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -11660376.000000 Penalty: 5759.588867
	Iteration 111Q: 3 clusters Score -1.166038e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -11660370.000000 Penalty: 5759.588867
	Iteration 112Q: 3 clusters Score -1.166037e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -11660350.000000 Penalty: 5759.588867
	Iteration 113Q: 3 clusters Score -1.166035e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -11660379.000000 Penalty: 5759.588867
	Iteration 114Q: 3 clusters Score -1.166038e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -11660385.000000 Penalty: 5759.588867
	Iteration 115Q: 3 clusters Score -1.166038e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -11660377.000000 Penalty: 5759.588867
	Iteration 116Q: 3 clusters Score -1.166038e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -11660400.000000 Penalty: 5759.588867
	Iteration 117Q: 3 clusters Score -1.16604e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -11660393.000000 Penalty: 5759.588867
	Iteration 118Q: 3 clusters Score -1.166039e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -11660373.000000 Penalty: 5759.588867
	Iteration 119Q: 3 clusters Score -1.166037e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -11660350.000000 Penalty: 5759.588867
	Iteration 120F: 3 clusters Score -1.166035e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -11660394.000000 Penalty: 5759.588867
	Iteration 121Q: 3 clusters Score -1.166039e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -11660354.000000 Penalty: 5759.588867
	Iteration 122Q: 3 clusters Score -1.166035e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -11660358.000000 Penalty: 5759.588867
	Iteration 123Q: 3 clusters Score -1.166036e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -11660369.000000 Penalty: 5759.588867
	Iteration 124Q: 3 clusters Score -1.166037e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -11660364.000000 Penalty: 5759.588867
	Iteration 125Q: 3 clusters Score -1.166036e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -11660343.000000 Penalty: 5759.588867
	Iteration 126Q: 3 clusters Score -1.166034e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -11660370.000000 Penalty: 5759.588867
	Iteration 127Q: 3 clusters Score -1.166037e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -11660344.000000 Penalty: 5759.588867
	Iteration 128Q: 3 clusters Score -1.166034e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -11660338.000000 Penalty: 5759.588867
	Iteration 129Q: 3 clusters Score -1.166034e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -11660313.000000 Penalty: 5759.588867
	Iteration 130Q: 3 clusters Score -1.166031e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -11660339.000000 Penalty: 5759.588867
	Iteration 131Q: 3 clusters Score -1.166034e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -11660345.000000 Penalty: 5759.588867
	Iteration 132Q: 3 clusters Score -1.166034e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -11660329.000000 Penalty: 5759.588867
	Iteration 133Q: 3 clusters Score -1.166033e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -11660292.000000 Penalty: 5759.588867
	Iteration 134Q: 3 clusters Score -1.166029e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -11660307.000000 Penalty: 5759.588867
	Iteration 135Q: 3 clusters Score -1.166031e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -11660295.000000 Penalty: 5759.588867
	Iteration 136Q: 3 clusters Score -1.16603e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -11660280.000000 Penalty: 5759.588867
	Iteration 137Q: 3 clusters Score -1.166028e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -11660263.000000 Penalty: 5759.588867
	Iteration 138Q: 3 clusters Score -1.166026e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -11660236.000000 Penalty: 5759.588867
	Iteration 139Q: 3 clusters Score -1.166024e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -11660250.000000 Penalty: 5759.588867
	Iteration 140F: 3 clusters Score -1.166025e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -11660231.000000 Penalty: 5759.588867
	Iteration 141Q: 3 clusters Score -1.166023e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -11660232.000000 Penalty: 5759.588867
	Iteration 142Q: 3 clusters Score -1.166023e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -11660227.000000 Penalty: 5759.588867
	Iteration 143Q: 3 clusters Score -1.166023e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -11660191.000000 Penalty: 5759.588867
	Iteration 144Q: 3 clusters Score -1.166019e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -11660187.000000 Penalty: 5759.588867
	Iteration 145Q: 3 clusters Score -1.166019e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -11660165.000000 Penalty: 5759.588867
	Iteration 146Q: 3 clusters Score -1.166016e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -11660140.000000 Penalty: 5759.588867
	Iteration 147Q: 3 clusters Score -1.166014e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -11660131.000000 Penalty: 5759.588867
	Iteration 148Q: 3 clusters Score -1.166013e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -11660145.000000 Penalty: 5759.588867
	Iteration 149Q: 3 clusters Score -1.166014e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -11660134.000000 Penalty: 5759.588867
	Iteration 150Q: 3 clusters Score -1.166013e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -11660124.000000 Penalty: 5759.588867
	Iteration 151Q: 3 clusters Score -1.166012e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -11660179.000000 Penalty: 5759.588867
	Iteration 152Q: 3 clusters Score -1.166018e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -11660194.000000 Penalty: 5759.588867
	Iteration 153Q: 3 clusters Score -1.166019e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -11660194.000000 Penalty: 5759.588867
	Iteration 154Q: 3 clusters Score -1.166019e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -11660190.000000 Penalty: 5759.588867
	Iteration 155Q: 3 clusters Score -1.166019e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 74639 members 
Entering Unmasked Estep 
Score: -11660202.000000 Penalty: 5759.588867
	Iteration 156Q: 3 clusters Score -1.16602e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -11660189.000000 Penalty: 5759.588867
	Iteration 157Q: 3 clusters Score -1.166019e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -11660206.000000 Penalty: 5759.588867
	Iteration 158Q: 3 clusters Score -1.166021e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -11660235.000000 Penalty: 5759.588867
	Iteration 159Q: 3 clusters Score -1.166024e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -11660264.000000 Penalty: 5759.588867
	Iteration 160F: 3 clusters Score -1.166026e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -11660238.000000 Penalty: 5759.588867
	Iteration 161Q: 3 clusters Score -1.166024e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -11660239.000000 Penalty: 5759.588867
	Iteration 162Q: 3 clusters Score -1.166024e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -11660258.000000 Penalty: 5759.588867
	Iteration 163Q: 3 clusters Score -1.166026e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -11660278.000000 Penalty: 5759.588867
	Iteration 164Q: 3 clusters Score -1.166028e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -11660264.000000 Penalty: 5759.588867
	Iteration 165Q: 3 clusters Score -1.166026e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -11660264.000000 Penalty: 5759.588867
	Iteration 166Q: 3 clusters Score -1.166026e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -11660276.000000 Penalty: 5759.588867
	Iteration 167Q: 3 clusters Score -1.166028e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -11660312.000000 Penalty: 5759.588867
	Iteration 168Q: 3 clusters Score -1.166031e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -11660289.000000 Penalty: 5759.588867
	Iteration 169Q: 3 clusters Score -1.166029e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -11660324.000000 Penalty: 5759.588867
	Iteration 170Q: 3 clusters Score -1.166032e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -11660327.000000 Penalty: 5759.588867
	Iteration 171Q: 3 clusters Score -1.166033e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -11660327.000000 Penalty: 5759.588867
	Iteration 172Q: 3 clusters Score -1.166033e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -11660347.000000 Penalty: 5759.588867
	Iteration 173Q: 3 clusters Score -1.166035e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -11660342.000000 Penalty: 5759.588867
	Iteration 174Q: 3 clusters Score -1.166034e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -11660355.000000 Penalty: 5759.588867
	Iteration 175Q: 3 clusters Score -1.166036e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -11660335.000000 Penalty: 5759.588867
	Iteration 176Q: 3 clusters Score -1.166034e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -11660380.000000 Penalty: 5759.588867
	Iteration 177Q: 3 clusters Score -1.166038e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -11660395.000000 Penalty: 5759.588867
	Iteration 178Q: 3 clusters Score -1.16604e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -11660405.000000 Penalty: 5759.588867
	Iteration 179Q: 3 clusters Score -1.16604e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -11660421.000000 Penalty: 5759.588867
	Iteration 180F: 3 clusters Score -1.166042e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -11660432.000000 Penalty: 5759.588867
	Iteration 181Q: 3 clusters Score -1.166043e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -11660432.000000 Penalty: 5759.588867
	Iteration 182Q: 3 clusters Score -1.166043e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -11660443.000000 Penalty: 5759.588867
	Iteration 183Q: 3 clusters Score -1.166044e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -11660495.000000 Penalty: 5759.588867
	Iteration 184Q: 3 clusters Score -1.16605e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -11660464.000000 Penalty: 5759.588867
	Iteration 185Q: 3 clusters Score -1.166046e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -11660495.000000 Penalty: 5759.588867
	Iteration 186Q: 3 clusters Score -1.16605e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -11660530.000000 Penalty: 5759.588867
	Iteration 187Q: 3 clusters Score -1.166053e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -11660532.000000 Penalty: 5759.588867
	Iteration 188Q: 3 clusters Score -1.166053e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -11660576.000000 Penalty: 5759.588867
	Iteration 189Q: 3 clusters Score -1.166058e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -11660596.000000 Penalty: 5759.588867
	Iteration 190Q: 3 clusters Score -1.16606e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -11660605.000000 Penalty: 5759.588867
	Iteration 191Q: 3 clusters Score -1.16606e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -11660618.000000 Penalty: 5759.588867
	Iteration 192Q: 3 clusters Score -1.166062e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -11660608.000000 Penalty: 5759.588867
	Iteration 193Q: 3 clusters Score -1.166061e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -11660662.000000 Penalty: 5759.588867
	Iteration 194Q: 3 clusters Score -1.166066e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -11660699.000000 Penalty: 5759.588867
	Iteration 195Q: 3 clusters Score -1.16607e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -11660781.000000 Penalty: 5759.588867
	Iteration 196Q: 3 clusters Score -1.166078e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -11660790.000000 Penalty: 5759.588867
	Iteration 197Q: 3 clusters Score -1.166079e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -11660822.000000 Penalty: 5759.588867
	Iteration 198Q: 3 clusters Score -1.166082e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -11660823.000000 Penalty: 5759.588867
	Iteration 199Q: 3 clusters Score -1.166082e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -11660851.000000 Penalty: 5759.588867
	Iteration 200F: 3 clusters Score -1.166085e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -11660904.000000 Penalty: 5759.588867
	Iteration 201Q: 3 clusters Score -1.16609e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -11660911.000000 Penalty: 5759.588867
	Iteration 202Q: 3 clusters Score -1.166091e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -11661011.000000 Penalty: 5759.588867
	Iteration 203Q: 3 clusters Score -1.166101e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -11661065.000000 Penalty: 5759.588867
	Iteration 204Q: 3 clusters Score -1.166106e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 93185 members 
Entering Unmasked Estep 
Score: -11661197.000000 Penalty: 5759.588867
	Iteration 205Q: 3 clusters Score -1.16612e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -11661334.000000 Penalty: 5759.588867
	Iteration 206Q: 3 clusters Score -1.166133e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -11661500.000000 Penalty: 5759.588867
	Iteration 207Q: 3 clusters Score -1.16615e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -11661692.000000 Penalty: 5759.588867
	Iteration 208Q: 3 clusters Score -1.166169e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -11661895.000000 Penalty: 5759.588867
	Iteration 209Q: 3 clusters Score -1.16619e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -11662234.000000 Penalty: 5759.588867
	Iteration 210Q: 3 clusters Score -1.166223e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -11662565.000000 Penalty: 5759.588867
	Iteration 211Q: 3 clusters Score -1.166256e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -11662916.000000 Penalty: 5759.588867
	Iteration 212Q: 3 clusters Score -1.166292e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
Score: -11663265.000000 Penalty: 5759.588867
	Iteration 213Q: 3 clusters Score -1.166326e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -11663692.000000 Penalty: 5759.588867
	Iteration 214Q: 3 clusters Score -1.166369e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -11664149.000000 Penalty: 5759.588867
	Iteration 215Q: 3 clusters Score -1.166415e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -11664485.000000 Penalty: 5759.588867
	Iteration 216Q: 3 clusters Score -1.166448e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -11664736.000000 Penalty: 5759.588867
	Iteration 217Q: 3 clusters Score -1.166474e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 105243 members 
Entering Unmasked Estep 
Score: -11664938.000000 Penalty: 5759.588867
	Iteration 218Q: 3 clusters Score -1.166494e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -11665088.000000 Penalty: 5759.588867
	Iteration 219Q: 3 clusters Score -1.166509e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -11665242.000000 Penalty: 5759.588867
	Iteration 220F: 3 clusters Score -1.166524e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -11665346.000000 Penalty: 5759.588867
	Iteration 221Q: 3 clusters Score -1.166535e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -11665441.000000 Penalty: 5759.588867
	Iteration 222Q: 3 clusters Score -1.166544e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -11665495.000000 Penalty: 5759.588867
	Iteration 223Q: 3 clusters Score -1.16655e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -11665555.000000 Penalty: 5759.588867
	Iteration 224Q: 3 clusters Score -1.166556e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -11665610.000000 Penalty: 5759.588867
	Iteration 225Q: 3 clusters Score -1.166561e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -11665639.000000 Penalty: 5759.588867
	Iteration 226Q: 3 clusters Score -1.166564e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -11665692.000000 Penalty: 5759.588867
	Iteration 227Q: 3 clusters Score -1.166569e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -11665731.000000 Penalty: 5759.588867
	Iteration 228Q: 3 clusters Score -1.166573e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 107214 members 
Entering Unmasked Estep 
Score: -11665744.000000 Penalty: 5759.588867
	Iteration 229Q: 3 clusters Score -1.166574e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -11665794.000000 Penalty: 5759.588867
	Iteration 230Q: 3 clusters Score -1.166579e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -11665787.000000 Penalty: 5759.588867
	Iteration 231Q: 3 clusters Score -1.166579e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -11665844.000000 Penalty: 5759.588867
	Iteration 232Q: 3 clusters Score -1.166584e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -11665868.000000 Penalty: 5759.588867
	Iteration 233Q: 3 clusters Score -1.166587e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -11665878.000000 Penalty: 5759.588867
	Iteration 234Q: 3 clusters Score -1.166588e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -11665904.000000 Penalty: 5759.588867
	Iteration 235Q: 3 clusters Score -1.16659e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -11665903.000000 Penalty: 5759.588867
	Iteration 236Q: 3 clusters Score -1.16659e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 107353 members 
Entering Unmasked Estep 
Score: -11665925.000000 Penalty: 5759.588867
	Iteration 237Q: 3 clusters Score -1.166592e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 107353 members 
Entering Unmasked Estep 
Score: -11665945.000000 Penalty: 5759.588867
	Iteration 238Q: 3 clusters Score -1.166594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -11665936.000000 Penalty: 5759.588867
	Iteration 239Q: 3 clusters Score -1.166594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -11665952.000000 Penalty: 5759.588867
	Iteration 240F: 3 clusters Score -1.166595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -11665959.000000 Penalty: 5759.588867
	Iteration 241Q: 3 clusters Score -1.166596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -11665984.000000 Penalty: 5759.588867
	Iteration 242Q: 3 clusters Score -1.166598e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -11666003.000000 Penalty: 5759.588867
	Iteration 243Q: 3 clusters Score -1.1666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -11666003.000000 Penalty: 5759.588867
	Iteration 244Q: 3 clusters Score -1.1666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -11666015.000000 Penalty: 5759.588867
	Iteration 245Q: 3 clusters Score -1.166602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -11666028.000000 Penalty: 5759.588867
	Iteration 246Q: 3 clusters Score -1.166603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -11666055.000000 Penalty: 5759.588867
	Iteration 247Q: 3 clusters Score -1.166606e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -11666061.000000 Penalty: 5759.588867
	Iteration 248Q: 3 clusters Score -1.166606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -11666046.000000 Penalty: 5759.588867
	Iteration 249Q: 3 clusters Score -1.166605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -11666058.000000 Penalty: 5759.588867
	Iteration 250Q: 3 clusters Score -1.166606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -11666048.000000 Penalty: 5759.588867
	Iteration 251Q: 3 clusters Score -1.166605e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -11666046.000000 Penalty: 5759.588867
	Iteration 252Q: 3 clusters Score -1.166605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -11666056.000000 Penalty: 5759.588867
	Iteration 253Q: 3 clusters Score -1.166606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -11666059.000000 Penalty: 5759.588867
	Iteration 254Q: 3 clusters Score -1.166606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -11666063.000000 Penalty: 5759.588867
	Iteration 255Q: 3 clusters Score -1.166606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -11666069.000000 Penalty: 5759.588867
	Iteration 256Q: 3 clusters Score -1.166607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -11666064.000000 Penalty: 5759.588867
	Iteration 257Q: 3 clusters Score -1.166606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -11666074.000000 Penalty: 5759.588867
	Iteration 258Q: 3 clusters Score -1.166607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -11666079.000000 Penalty: 5759.588867
	Iteration 259Q: 3 clusters Score -1.166608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -11666085.000000 Penalty: 5759.588867
	Iteration 260F: 3 clusters Score -1.166608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -11666084.000000 Penalty: 5759.588867
	Iteration 261Q: 3 clusters Score -1.166608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -11666077.000000 Penalty: 5759.588867
	Iteration 262Q: 3 clusters Score -1.166608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -11666081.000000 Penalty: 5759.588867
	Iteration 263Q: 3 clusters Score -1.166608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -11666076.000000 Penalty: 5759.588867
	Iteration 264Q: 3 clusters Score -1.166608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -11666077.000000 Penalty: 5759.588867
	Iteration 265Q: 3 clusters Score -1.166608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -11666092.000000 Penalty: 5759.588867
	Iteration 266Q: 3 clusters Score -1.166609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -11666094.000000 Penalty: 5759.588867
	Iteration 267Q: 3 clusters Score -1.166609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -11666087.000000 Penalty: 5759.588867
	Iteration 268Q: 3 clusters Score -1.166609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -11666076.000000 Penalty: 5759.588867
	Iteration 269Q: 3 clusters Score -1.166608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -11666082.000000 Penalty: 5759.588867
	Iteration 270Q: 3 clusters Score -1.166608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -11666078.000000 Penalty: 5759.588867
	Iteration 271Q: 3 clusters Score -1.166608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -11666077.000000 Penalty: 5759.588867
	Iteration 272Q: 3 clusters Score -1.166608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -11666078.000000 Penalty: 5759.588867
	Iteration 273Q: 3 clusters Score -1.166608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -11666075.000000 Penalty: 5759.588867
	Iteration 274Q: 3 clusters Score -1.166608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -11666075.000000 Penalty: 5759.588867
	Iteration 275Q: 3 clusters Score -1.166608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -11666083.000000 Penalty: 5759.588867
	Iteration 276Q: 3 clusters Score -1.166608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -11666075.000000 Penalty: 5759.588867
	Iteration 277Q: 3 clusters Score -1.166608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -11666081.000000 Penalty: 5759.588867
	Iteration 278Q: 3 clusters Score -1.166608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 107317 members 
Entering Unmasked Estep 
Score: -11666084.000000 Penalty: 5759.588867
	Iteration 279Q: 3 clusters Score -1.166608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -11666085.000000 Penalty: 5759.588867
	Iteration 280F: 3 clusters Score -1.166608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -11666073.000000 Penalty: 5759.588867
	Iteration 281Q: 3 clusters Score -1.166607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -11666077.000000 Penalty: 5759.588867
	Iteration 282Q: 3 clusters Score -1.166608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -11666105.000000 Penalty: 5759.588867
	Iteration 283Q: 3 clusters Score -1.16661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -11666104.000000 Penalty: 5759.588867
	Iteration 284Q: 3 clusters Score -1.16661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -11666116.000000 Penalty: 5759.588867
	Iteration 285Q: 3 clusters Score -1.166612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 107300 members 
Entering Unmasked Estep 
Score: -11666112.000000 Penalty: 5759.588867
	Iteration 286Q: 3 clusters Score -1.166611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -11666118.000000 Penalty: 5759.588867
	Iteration 287Q: 3 clusters Score -1.166612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -11666120.000000 Penalty: 5759.588867
	Iteration 288Q: 3 clusters Score -1.166612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -11666121.000000 Penalty: 5759.588867
	Iteration 289Q: 3 clusters Score -1.166612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -11666119.000000 Penalty: 5759.588867
	Iteration 290Q: 3 clusters Score -1.166612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -11666120.000000 Penalty: 5759.588867
	Iteration 291Q: 3 clusters Score -1.166612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 107311 members 
Entering Unmasked Estep 
Score: -11666118.000000 Penalty: 5759.588867
	Iteration 292Q: 3 clusters Score -1.166612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -11666113.000000 Penalty: 5759.588867
	Iteration 293Q: 3 clusters Score -1.166611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -11666118.000000 Penalty: 5759.588867
	Iteration 294Q: 3 clusters Score -1.166612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -11666113.000000 Penalty: 5759.588867
	Iteration 295Q: 3 clusters Score -1.166611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -11666110.000000 Penalty: 5759.588867
	Iteration 296Q: 3 clusters Score -1.166611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 107309 members 
Entering Unmasked Estep 
Score: -11666111.000000 Penalty: 5759.588867
	Iteration 297Q: 3 clusters Score -1.166611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -11666105.000000 Penalty: 5759.588867
	Iteration 298Q: 3 clusters Score -1.16661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -11666106.000000 Penalty: 5759.588867
	Iteration 299Q: 3 clusters Score -1.166611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -11666108.000000 Penalty: 5759.588867
	Iteration 300F: 3 clusters Score -1.166611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -11666104.000000 Penalty: 5759.588867
	Iteration 301Q: 3 clusters Score -1.16661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -11666109.000000 Penalty: 5759.588867
	Iteration 302Q: 3 clusters Score -1.166611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -11666110.000000 Penalty: 5759.588867
	Iteration 303Q: 3 clusters Score -1.166611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -11666113.000000 Penalty: 5759.588867
	Iteration 304Q: 3 clusters Score -1.166611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -11666113.000000 Penalty: 5759.588867
	Iteration 305F: 3 clusters Score -1.166611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Entering Unmasked Estep 
Score: -380475.406250 Penalty: 2049.370605
	Iteration 0F: 2 clusters Score -380475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -376681.750000 Penalty: 4098.741211
	Iteration 0F: 3 clusters Score -376681.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -377570.125000 Penalty: 4098.741211
	Iteration 1F: 3 clusters Score -377570.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -377814.843750 Penalty: 4098.741211
	Iteration 2F: 3 clusters Score -377814.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -377979.187500 Penalty: 4098.741211
	Iteration 3F: 3 clusters Score -377979.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -378123.406250 Penalty: 4098.741211
	Iteration 4Q: 3 clusters Score -378123.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -378276.062500 Penalty: 4098.741211
	Iteration 5Q: 3 clusters Score -378276.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -378410.062500 Penalty: 4098.741211
	Iteration 6Q: 3 clusters Score -378410.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -378539.906250 Penalty: 4098.741211
	Iteration 7Q: 3 clusters Score -378539.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -378702.750000 Penalty: 4098.741211
	Iteration 8Q: 3 clusters Score -378702.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -378889.125000 Penalty: 4098.741211
	Iteration 9Q: 3 clusters Score -378889.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -379039.437500 Penalty: 4098.741211
	Iteration 10Q: 3 clusters Score -379039.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -379152.250000 Penalty: 4098.741211
	Iteration 11Q: 3 clusters Score -379152.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -379243.187500 Penalty: 4098.741211
	Iteration 12Q: 3 clusters Score -379243.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -379314.875000 Penalty: 4098.741211
	Iteration 13Q: 3 clusters Score -379314.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -379357.500000 Penalty: 4098.741211
	Iteration 14Q: 3 clusters Score -379357.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -379385.500000 Penalty: 4098.741211
	Iteration 15Q: 3 clusters Score -379385.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -379406.312500 Penalty: 4098.741211
	Iteration 16Q: 3 clusters Score -379406.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -379421.406250 Penalty: 4098.741211
	Iteration 17Q: 3 clusters Score -379421.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -379436.375000 Penalty: 4098.741211
	Iteration 18Q: 3 clusters Score -379436.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -379447.625000 Penalty: 4098.741211
	Iteration 19Q: 3 clusters Score -379447.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -379454.968750 Penalty: 4098.741211
	Iteration 20F: 3 clusters Score -379455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -379465.562500 Penalty: 4098.741211
	Iteration 21Q: 3 clusters Score -379465.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -379477.843750 Penalty: 4098.741211
	Iteration 22Q: 3 clusters Score -379477.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -379487.500000 Penalty: 4098.741211
	Iteration 23Q: 3 clusters Score -379487.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -379498.437500 Penalty: 4098.741211
	Iteration 24Q: 3 clusters Score -379498.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -379506.625000 Penalty: 4098.741211
	Iteration 25Q: 3 clusters Score -379506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -379510.500000 Penalty: 4098.741211
	Iteration 26Q: 3 clusters Score -379510.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -379514.687500 Penalty: 4098.741211
	Iteration 27Q: 3 clusters Score -379514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -379516.062500 Penalty: 4098.741211
	Iteration 28Q: 3 clusters Score -379516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -379518.281250 Penalty: 4098.741211
	Iteration 29Q: 3 clusters Score -379518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -379521.375000 Penalty: 4098.741211
	Iteration 30Q: 3 clusters Score -379521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -379522.437500 Penalty: 4098.741211
	Iteration 31Q: 3 clusters Score -379522.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -379523.187500 Penalty: 4098.741211
	Iteration 32Q: 3 clusters Score -379523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -379523.656250 Penalty: 4098.741211
	Iteration 33Q: 3 clusters Score -379523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -379524.656250 Penalty: 4098.741211
	Iteration 34Q: 3 clusters Score -379524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -379524.656250 Penalty: 4098.741211
	Iteration 35F: 3 clusters Score -379524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -656024.125000 Penalty: 2256.320801
	Iteration 0F: 2 clusters Score -656024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -649124.062500 Penalty: 4512.641602
	Iteration 0F: 3 clusters Score -649124.1 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -651289.125000 Penalty: 4512.641602
	Iteration 1F: 3 clusters Score -651289.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -652001.625000 Penalty: 4512.641602
	Iteration 2F: 3 clusters Score -652001.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -652767.312500 Penalty: 4512.641602
	Iteration 3F: 3 clusters Score -652767.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -653470.625000 Penalty: 4512.641602
	Iteration 4F: 3 clusters Score -653470.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -654165.687500 Penalty: 4512.641602
	Iteration 5F: 3 clusters Score -654165.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -654758.562500 Penalty: 4512.641602
	Iteration 6F: 3 clusters Score -654758.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -655196.687500 Penalty: 4512.641602
	Iteration 7F: 3 clusters Score -655196.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -655483.625000 Penalty: 4512.641602
	Iteration 8Q: 3 clusters Score -655483.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -655669.375000 Penalty: 4512.641602
	Iteration 9Q: 3 clusters Score -655669.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -655875.250000 Penalty: 4512.641602
	Iteration 10Q: 3 clusters Score -655875.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -656133.875000 Penalty: 4512.641602
	Iteration 11Q: 3 clusters Score -656133.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -656390.187500 Penalty: 4512.641602
	Iteration 12Q: 3 clusters Score -656390.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -656819.562500 Penalty: 4512.641602
	Iteration 13Q: 3 clusters Score -656819.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -657416.812500 Penalty: 4512.641602
	Iteration 14Q: 3 clusters Score -657416.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -657748.000000 Penalty: 4512.641602
	Iteration 15Q: 3 clusters Score -657748 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -657951.812500 Penalty: 4512.641602
	Iteration 16Q: 3 clusters Score -657951.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -658092.500000 Penalty: 4512.641602
	Iteration 17Q: 3 clusters Score -658092.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -658204.000000 Penalty: 4512.641602
	Iteration 18Q: 3 clusters Score -658204 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -658290.125000 Penalty: 4512.641602
	Iteration 19Q: 3 clusters Score -658290.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -658363.875000 Penalty: 4512.641602
	Iteration 20F: 3 clusters Score -658363.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -658446.375000 Penalty: 4512.641602
	Iteration 21Q: 3 clusters Score -658446.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -658565.875000 Penalty: 4512.641602
	Iteration 22Q: 3 clusters Score -658565.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -658739.687500 Penalty: 4512.641602
	Iteration 23Q: 3 clusters Score -658739.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -659012.125000 Penalty: 4512.641602
	Iteration 24Q: 3 clusters Score -659012.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -659241.562500 Penalty: 4512.641602
	Iteration 25Q: 3 clusters Score -659241.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -659361.875000 Penalty: 4512.641602
	Iteration 26Q: 3 clusters Score -659361.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -659448.625000 Penalty: 4512.641602
	Iteration 27Q: 3 clusters Score -659448.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -659527.500000 Penalty: 4512.641602
	Iteration 28Q: 3 clusters Score -659527.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -659611.437500 Penalty: 4512.641602
	Iteration 29Q: 3 clusters Score -659611.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -659710.062500 Penalty: 4512.641602
	Iteration 30Q: 3 clusters Score -659710.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -659849.062500 Penalty: 4512.641602
	Iteration 31Q: 3 clusters Score -659849.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -659964.937500 Penalty: 4512.641602
	Iteration 32Q: 3 clusters Score -659964.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -660031.750000 Penalty: 4512.641602
	Iteration 33Q: 3 clusters Score -660031.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -660074.062500 Penalty: 4512.641602
	Iteration 34Q: 3 clusters Score -660074.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -660105.437500 Penalty: 4512.641602
	Iteration 35Q: 3 clusters Score -660105.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -660126.375000 Penalty: 4512.641602
	Iteration 36Q: 3 clusters Score -660126.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -660159.125000 Penalty: 4512.641602
	Iteration 37Q: 3 clusters Score -660159.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -660189.750000 Penalty: 4512.641602
	Iteration 38Q: 3 clusters Score -660189.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -660229.687500 Penalty: 4512.641602
	Iteration 39Q: 3 clusters Score -660229.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -660301.937500 Penalty: 4512.641602
	Iteration 40F: 3 clusters Score -660301.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -660392.000000 Penalty: 4512.641602
	Iteration 41Q: 3 clusters Score -660392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -660514.500000 Penalty: 4512.641602
	Iteration 42Q: 3 clusters Score -660514.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -660708.625000 Penalty: 4512.641602
	Iteration 43Q: 3 clusters Score -660708.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -660793.812500 Penalty: 4512.641602
	Iteration 44Q: 3 clusters Score -660793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -660817.125000 Penalty: 4512.641602
	Iteration 45Q: 3 clusters Score -660817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -660823.812500 Penalty: 4512.641602
	Iteration 46Q: 3 clusters Score -660823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -660827.750000 Penalty: 4512.641602
	Iteration 47Q: 3 clusters Score -660827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -660828.750000 Penalty: 4512.641602
	Iteration 48Q: 3 clusters Score -660828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -660828.750000 Penalty: 4512.641602
	Iteration 49F: 3 clusters Score -660828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 4510 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Entering Unmasked Estep 
Score: -150771824.000000 Penalty: 217718.250000
Splitting cluster 38 changes total score from -150767520.000000 to -150771824.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 39 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -342039.187500 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -342039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -337822.625000 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -337822.6 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -338844.781250 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -338844.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -339135.687500 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -339135.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -339483.125000 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -339483.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -339952.062500 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -339952.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -340485.562500 Penalty: 4173.369629
	Iteration 5F: 3 clusters Score -340485.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -341067.625000 Penalty: 4173.369629
	Iteration 6F: 3 clusters Score -341067.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -341741.906250 Penalty: 4173.369629
	Iteration 7F: 3 clusters Score -341741.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -342547.750000 Penalty: 4173.369629
	Iteration 8F: 3 clusters Score -342547.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -343058.656250 Penalty: 4173.369629
	Iteration 9F: 3 clusters Score -343058.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -343437.437500 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -343437.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -343686.156250 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -343686.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -343822.062500 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -343822.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -343873.187500 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -343873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -343886.718750 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -343886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -343891.250000 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -343891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -343892.343750 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -343892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -343893.875000 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -343893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -343894.531250 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -343894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -343894.531250 Penalty: 4173.369629
	Iteration 19F: 3 clusters Score -343894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 2601 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Mstep: Class 62 contains 2726 members 
Entering Unmasked Estep 
Score: -150772592.000000 Penalty: 221287.406250
Splitting cluster 39 changes total score from -150767520.000000 to -150772592.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 40 (5655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Entering Unmasked Estep 
Score: -562320.750000 Penalty: 2142.793213
	Iteration 0F: 2 clusters Score -562320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -557524.875000 Penalty: 4285.586426
	Iteration 0F: 3 clusters Score -557524.9 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -558745.187500 Penalty: 4285.586426
	Iteration 1F: 3 clusters Score -558745.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -558969.375000 Penalty: 4285.586426
	Iteration 2F: 3 clusters Score -558969.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -559154.437500 Penalty: 4285.586426
	Iteration 3F: 3 clusters Score -559154.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -559349.250000 Penalty: 4285.586426
	Iteration 4Q: 3 clusters Score -559349.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -559569.187500 Penalty: 4285.586426
	Iteration 5Q: 3 clusters Score -559569.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -559863.812500 Penalty: 4285.586426
	Iteration 6F: 3 clusters Score -559863.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -560232.500000 Penalty: 4285.586426
	Iteration 7F: 3 clusters Score -560232.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -560640.187500 Penalty: 4285.586426
	Iteration 8F: 3 clusters Score -560640.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -560988.687500 Penalty: 4285.586426
	Iteration 9F: 3 clusters Score -560988.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -561248.000000 Penalty: 4285.586426
	Iteration 10Q: 3 clusters Score -561248 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -561413.437500 Penalty: 4285.586426
	Iteration 11Q: 3 clusters Score -561413.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -561516.562500 Penalty: 4285.586426
	Iteration 12Q: 3 clusters Score -561516.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -561576.000000 Penalty: 4285.586426
	Iteration 13Q: 3 clusters Score -561576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -561606.125000 Penalty: 4285.586426
	Iteration 14Q: 3 clusters Score -561606.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -561627.875000 Penalty: 4285.586426
	Iteration 15Q: 3 clusters Score -561627.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -561643.625000 Penalty: 4285.586426
	Iteration 16Q: 3 clusters Score -561643.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -561655.812500 Penalty: 4285.586426
	Iteration 17Q: 3 clusters Score -561655.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -561667.562500 Penalty: 4285.586426
	Iteration 18Q: 3 clusters Score -561667.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -561684.125000 Penalty: 4285.586426
	Iteration 19Q: 3 clusters Score -561684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -561698.937500 Penalty: 4285.586426
	Iteration 20F: 3 clusters Score -561698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -561714.062500 Penalty: 4285.586426
	Iteration 21Q: 3 clusters Score -561714.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -561743.312500 Penalty: 4285.586426
	Iteration 22Q: 3 clusters Score -561743.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -561783.937500 Penalty: 4285.586426
	Iteration 23Q: 3 clusters Score -561783.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -561817.312500 Penalty: 4285.586426
	Iteration 24Q: 3 clusters Score -561817.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -561839.687500 Penalty: 4285.586426
	Iteration 25Q: 3 clusters Score -561839.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -561861.062500 Penalty: 4285.586426
	Iteration 26Q: 3 clusters Score -561861.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -561870.750000 Penalty: 4285.586426
	Iteration 27Q: 3 clusters Score -561870.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -561878.562500 Penalty: 4285.586426
	Iteration 28Q: 3 clusters Score -561878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -561884.000000 Penalty: 4285.586426
	Iteration 29Q: 3 clusters Score -561884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -561885.312500 Penalty: 4285.586426
	Iteration 30Q: 3 clusters Score -561885.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -561888.187500 Penalty: 4285.586426
	Iteration 31Q: 3 clusters Score -561888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -561892.312500 Penalty: 4285.586426
	Iteration 32Q: 3 clusters Score -561892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -561896.000000 Penalty: 4285.586426
	Iteration 33Q: 3 clusters Score -561896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -561899.375000 Penalty: 4285.586426
	Iteration 34Q: 3 clusters Score -561899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -561900.625000 Penalty: 4285.586426
	Iteration 35Q: 3 clusters Score -561900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -561901.500000 Penalty: 4285.586426
	Iteration 36Q: 3 clusters Score -561901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -561900.875000 Penalty: 4285.586426
	Iteration 37Q: 3 clusters Score -561900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -561901.875000 Penalty: 4285.586426
	Iteration 38Q: 3 clusters Score -561901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -561902.375000 Penalty: 4285.586426
	Iteration 39Q: 3 clusters Score -561902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -561904.000000 Penalty: 4285.586426
	Iteration 40F: 3 clusters Score -561904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -561903.812500 Penalty: 4285.586426
	Iteration 41Q: 3 clusters Score -561903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -561904.062500 Penalty: 4285.586426
	Iteration 42Q: 3 clusters Score -561904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -561904.625000 Penalty: 4285.586426
	Iteration 43Q: 3 clusters Score -561904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -561904.375000 Penalty: 4285.586426
	Iteration 44Q: 3 clusters Score -561904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -561905.062500 Penalty: 4285.586426
	Iteration 45Q: 3 clusters Score -561905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -561905.062500 Penalty: 4285.586426
	Iteration 46F: 3 clusters Score -561905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -153661.421875 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -153661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -150672.187500 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -150672.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -151517.875000 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -151517.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -151887.312500 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -151887.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -152267.437500 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -152267.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -152621.203125 Penalty: 3900.371094
	Iteration 4F: 3 clusters Score -152621.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -152909.562500 Penalty: 3900.371094
	Iteration 5F: 3 clusters Score -152909.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -153228.937500 Penalty: 3900.371094
	Iteration 6F: 3 clusters Score -153228.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -153431.812500 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -153431.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -153527.265625 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -153527.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -153574.421875 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -153574.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -153600.750000 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -153600.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -153622.656250 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -153622.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -153636.015625 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -153636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -153643.812500 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -153643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -153648.812500 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -153648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -153657.531250 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -153657.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -153663.687500 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -153663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -153669.921875 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -153669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -153674.953125 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -153675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -153682.500000 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -153682.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -153692.734375 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -153692.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -153702.734375 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -153702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -153712.203125 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -153712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -153722.796875 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -153722.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -153738.375000 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -153738.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -153751.140625 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -153751.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -153767.406250 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -153767.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -153782.640625 Penalty: 3900.371094
	Iteration 27Q: 3 clusters Score -153782.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -153802.296875 Penalty: 3900.371094
	Iteration 28Q: 3 clusters Score -153802.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -153827.687500 Penalty: 3900.371094
	Iteration 29Q: 3 clusters Score -153827.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -153850.609375 Penalty: 3900.371094
	Iteration 30Q: 3 clusters Score -153850.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -153867.234375 Penalty: 3900.371094
	Iteration 31Q: 3 clusters Score -153867.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -153880.234375 Penalty: 3900.371094
	Iteration 32Q: 3 clusters Score -153880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -153892.515625 Penalty: 3900.371094
	Iteration 33Q: 3 clusters Score -153892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -153907.906250 Penalty: 3900.371094
	Iteration 34Q: 3 clusters Score -153907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -153920.218750 Penalty: 3900.371094
	Iteration 35Q: 3 clusters Score -153920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -153935.812500 Penalty: 3900.371094
	Iteration 36Q: 3 clusters Score -153935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -153946.531250 Penalty: 3900.371094
	Iteration 37Q: 3 clusters Score -153946.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -153958.109375 Penalty: 3900.371094
	Iteration 38Q: 3 clusters Score -153958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -153968.906250 Penalty: 3900.371094
	Iteration 39Q: 3 clusters Score -153968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -153994.218750 Penalty: 3900.371094
	Iteration 40F: 3 clusters Score -153994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -154036.265625 Penalty: 3900.371094
	Iteration 41Q: 3 clusters Score -154036.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -154056.156250 Penalty: 3900.371094
	Iteration 42Q: 3 clusters Score -154056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -154061.718750 Penalty: 3900.371094
	Iteration 43Q: 3 clusters Score -154061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -154063.906250 Penalty: 3900.371094
	Iteration 44Q: 3 clusters Score -154063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -154064.187500 Penalty: 3900.371094
	Iteration 45Q: 3 clusters Score -154064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -154064.187500 Penalty: 3900.371094
	Iteration 46F: 3 clusters Score -154064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 1072 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 6564 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Mstep: Class 62 contains 2726 members 
Mstep: Class 63 contains 1529 members 
Entering Unmasked Estep 
Score: -150771648.000000 Penalty: 224856.562500
Splitting cluster 41 changes total score from -150767520.000000 to -150771648.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 42 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -125386.695312 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -125386.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -122951.695312 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -122951.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -123406.210938 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -123406.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -123535.015625 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -123535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -123628.468750 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -123628.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -123748.343750 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -123748.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -123902.882812 Penalty: 3697.828125
	Iteration 5F: 3 clusters Score -123902.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -124025.507812 Penalty: 3697.828125
	Iteration 6F: 3 clusters Score -124025.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -124149.500000 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -124149.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -124340.445312 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -124340.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -124497.664062 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -124497.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -124647.554688 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -124647.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -124790.703125 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -124790.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -124897.257812 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -124897.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -124942.648438 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -124942.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -124982.484375 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -124982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -125014.992188 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -125015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -125044.679688 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -125044.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -125069.531250 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -125069.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -125100.445312 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -125100.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -125118.710938 Penalty: 3697.828125
	Iteration 19Q: 3 clusters Score -125118.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -125130.218750 Penalty: 3697.828125
	Iteration 20F: 3 clusters Score -125130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -125139.554688 Penalty: 3697.828125
	Iteration 21Q: 3 clusters Score -125139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -125145.179688 Penalty: 3697.828125
	Iteration 22Q: 3 clusters Score -125145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -125148.265625 Penalty: 3697.828125
	Iteration 23Q: 3 clusters Score -125148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -125148.992188 Penalty: 3697.828125
	Iteration 24Q: 3 clusters Score -125149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -125148.992188 Penalty: 3697.828125
	Iteration 25F: 3 clusters Score -125149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -92366.867188 Penalty: 1759.575928
	Iteration 0F: 2 clusters Score -92366.87 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 582 members 
Entering Unmasked Estep 
Score: -90352.937500 Penalty: 3519.151855
	Iteration 0F: 3 clusters Score -90352.94 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -90851.500000 Penalty: 3519.151855
	Iteration 1F: 3 clusters Score -90851.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91212.031250 Penalty: 3519.151855
	Iteration 2F: 3 clusters Score -91212.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91494.914062 Penalty: 3519.151855
	Iteration 3F: 3 clusters Score -91494.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91836.398438 Penalty: 3519.151855
	Iteration 4F: 3 clusters Score -91836.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92056.890625 Penalty: 3519.151855
	Iteration 5F: 3 clusters Score -92056.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92191.492188 Penalty: 3519.151855
	Iteration 6Q: 3 clusters Score -92191.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -92238.117188 Penalty: 3519.151855
	Iteration 7Q: 3 clusters Score -92238.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92255.757812 Penalty: 3519.151855
	Iteration 8Q: 3 clusters Score -92255.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92270.398438 Penalty: 3519.151855
	Iteration 9Q: 3 clusters Score -92270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92275.890625 Penalty: 3519.151855
	Iteration 10Q: 3 clusters Score -92275.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92277.187500 Penalty: 3519.151855
	Iteration 11Q: 3 clusters Score -92277.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92277.187500 Penalty: 3519.151855
	Iteration 12F: 3 clusters Score -92277.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (137209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Entering Unmasked Estep 
Score: -13479259.000000 Penalty: 2933.656738
	Iteration 0F: 2 clusters Score -1.347926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -13392749.000000 Penalty: 5867.313477
	Iteration 0F: 3 clusters Score -1.339275e+07 nChanged 65403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -13430810.000000 Penalty: 5867.313477
	Iteration 1F: 3 clusters Score -1.343081e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -13432034.000000 Penalty: 5867.313477
	Iteration 2Q: 3 clusters Score -1.343203e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -13433717.000000 Penalty: 5867.313477
	Iteration 3Q: 3 clusters Score -1.343372e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -13435683.000000 Penalty: 5867.313477
	Iteration 4Q: 3 clusters Score -1.343568e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -13438304.000000 Penalty: 5867.313477
	Iteration 5Q: 3 clusters Score -1.34383e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -13441730.000000 Penalty: 5867.313477
	Iteration 6F: 3 clusters Score -1.344173e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -13446047.000000 Penalty: 5867.313477
	Iteration 7F: 3 clusters Score -1.344605e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -13451327.000000 Penalty: 5867.313477
	Iteration 8F: 3 clusters Score -1.345133e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -13456582.000000 Penalty: 5867.313477
	Iteration 9F: 3 clusters Score -1.345658e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -13459948.000000 Penalty: 5867.313477
	Iteration 10F: 3 clusters Score -1.345995e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 70754 members 
Entering Unmasked Estep 
Score: -13461725.000000 Penalty: 5867.313477
	Iteration 11Q: 3 clusters Score -1.346172e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -13462486.000000 Penalty: 5867.313477
	Iteration 12Q: 3 clusters Score -1.346249e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -13463038.000000 Penalty: 5867.313477
	Iteration 13Q: 3 clusters Score -1.346304e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -13463466.000000 Penalty: 5867.313477
	Iteration 14Q: 3 clusters Score -1.346347e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -13464063.000000 Penalty: 5867.313477
	Iteration 15Q: 3 clusters Score -1.346406e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -13464619.000000 Penalty: 5867.313477
	Iteration 16Q: 3 clusters Score -1.346462e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -13465268.000000 Penalty: 5867.313477
	Iteration 17Q: 3 clusters Score -1.346527e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -13465993.000000 Penalty: 5867.313477
	Iteration 18Q: 3 clusters Score -1.346599e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -13466757.000000 Penalty: 5867.313477
	Iteration 19Q: 3 clusters Score -1.346676e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -13467560.000000 Penalty: 5867.313477
	Iteration 20F: 3 clusters Score -1.346756e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -13468343.000000 Penalty: 5867.313477
	Iteration 21Q: 3 clusters Score -1.346834e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -13469132.000000 Penalty: 5867.313477
	Iteration 22Q: 3 clusters Score -1.346913e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -13469971.000000 Penalty: 5867.313477
	Iteration 23Q: 3 clusters Score -1.346997e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -13470628.000000 Penalty: 5867.313477
	Iteration 24Q: 3 clusters Score -1.347063e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -13471180.000000 Penalty: 5867.313477
	Iteration 25Q: 3 clusters Score -1.347118e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -13471733.000000 Penalty: 5867.313477
	Iteration 26Q: 3 clusters Score -1.347173e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -13472078.000000 Penalty: 5867.313477
	Iteration 27Q: 3 clusters Score -1.347208e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -13472267.000000 Penalty: 5867.313477
	Iteration 28Q: 3 clusters Score -1.347227e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -13472300.000000 Penalty: 5867.313477
	Iteration 29Q: 3 clusters Score -1.34723e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -13472421.000000 Penalty: 5867.313477
	Iteration 30Q: 3 clusters Score -1.347242e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -13472502.000000 Penalty: 5867.313477
	Iteration 31Q: 3 clusters Score -1.34725e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -13472565.000000 Penalty: 5867.313477
	Iteration 32Q: 3 clusters Score -1.347256e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -13472611.000000 Penalty: 5867.313477
	Iteration 33Q: 3 clusters Score -1.347261e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -13472647.000000 Penalty: 5867.313477
	Iteration 34Q: 3 clusters Score -1.347265e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -13472605.000000 Penalty: 5867.313477
	Iteration 35Q: 3 clusters Score -1.34726e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -13472684.000000 Penalty: 5867.313477
	Iteration 36Q: 3 clusters Score -1.347268e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -13472707.000000 Penalty: 5867.313477
	Iteration 37Q: 3 clusters Score -1.347271e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -13472710.000000 Penalty: 5867.313477
	Iteration 38Q: 3 clusters Score -1.347271e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -13472730.000000 Penalty: 5867.313477
	Iteration 39Q: 3 clusters Score -1.347273e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -13472748.000000 Penalty: 5867.313477
	Iteration 40F: 3 clusters Score -1.347275e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -13472779.000000 Penalty: 5867.313477
	Iteration 41Q: 3 clusters Score -1.347278e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -13472785.000000 Penalty: 5867.313477
	Iteration 42Q: 3 clusters Score -1.347278e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -13472796.000000 Penalty: 5867.313477
	Iteration 43Q: 3 clusters Score -1.34728e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -13472774.000000 Penalty: 5867.313477
	Iteration 44Q: 3 clusters Score -1.347277e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -13472790.000000 Penalty: 5867.313477
	Iteration 45Q: 3 clusters Score -1.347279e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -13472816.000000 Penalty: 5867.313477
	Iteration 46Q: 3 clusters Score -1.347282e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -13472821.000000 Penalty: 5867.313477
	Iteration 47Q: 3 clusters Score -1.347282e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -13472817.000000 Penalty: 5867.313477
	Iteration 48Q: 3 clusters Score -1.347282e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -13472832.000000 Penalty: 5867.313477
	Iteration 49Q: 3 clusters Score -1.347283e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -13472826.000000 Penalty: 5867.313477
	Iteration 50Q: 3 clusters Score -1.347283e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -13472846.000000 Penalty: 5867.313477
	Iteration 51Q: 3 clusters Score -1.347285e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -13472876.000000 Penalty: 5867.313477
	Iteration 52Q: 3 clusters Score -1.347288e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -13472860.000000 Penalty: 5867.313477
	Iteration 53Q: 3 clusters Score -1.347286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -13472902.000000 Penalty: 5867.313477
	Iteration 54Q: 3 clusters Score -1.34729e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -13472909.000000 Penalty: 5867.313477
	Iteration 55Q: 3 clusters Score -1.347291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -13472908.000000 Penalty: 5867.313477
	Iteration 56Q: 3 clusters Score -1.347291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -13472939.000000 Penalty: 5867.313477
	Iteration 57Q: 3 clusters Score -1.347294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -13472921.000000 Penalty: 5867.313477
	Iteration 58Q: 3 clusters Score -1.347292e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -13472936.000000 Penalty: 5867.313477
	Iteration 59Q: 3 clusters Score -1.347294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -13472972.000000 Penalty: 5867.313477
	Iteration 60F: 3 clusters Score -1.347297e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -13472972.000000 Penalty: 5867.313477
	Iteration 61Q: 3 clusters Score -1.347297e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -13473004.000000 Penalty: 5867.313477
	Iteration 62Q: 3 clusters Score -1.3473e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -13472993.000000 Penalty: 5867.313477
	Iteration 63Q: 3 clusters Score -1.347299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -13473011.000000 Penalty: 5867.313477
	Iteration 64Q: 3 clusters Score -1.347301e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -13473024.000000 Penalty: 5867.313477
	Iteration 65Q: 3 clusters Score -1.347302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -13473025.000000 Penalty: 5867.313477
	Iteration 66Q: 3 clusters Score -1.347302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -13473032.000000 Penalty: 5867.313477
	Iteration 67Q: 3 clusters Score -1.347303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -13473046.000000 Penalty: 5867.313477
	Iteration 68Q: 3 clusters Score -1.347305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -13473049.000000 Penalty: 5867.313477
	Iteration 69Q: 3 clusters Score -1.347305e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -13473054.000000 Penalty: 5867.313477
	Iteration 70Q: 3 clusters Score -1.347305e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -13473023.000000 Penalty: 5867.313477
	Iteration 71Q: 3 clusters Score -1.347302e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -13473013.000000 Penalty: 5867.313477
	Iteration 72Q: 3 clusters Score -1.347301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -13473017.000000 Penalty: 5867.313477
	Iteration 73Q: 3 clusters Score -1.347302e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -13473021.000000 Penalty: 5867.313477
	Iteration 74Q: 3 clusters Score -1.347302e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -13473044.000000 Penalty: 5867.313477
	Iteration 75Q: 3 clusters Score -1.347304e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -13473046.000000 Penalty: 5867.313477
	Iteration 76Q: 3 clusters Score -1.347305e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -13473061.000000 Penalty: 5867.313477
	Iteration 77Q: 3 clusters Score -1.347306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -13473055.000000 Penalty: 5867.313477
	Iteration 78Q: 3 clusters Score -1.347306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -13473063.000000 Penalty: 5867.313477
	Iteration 79Q: 3 clusters Score -1.347306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -13473075.000000 Penalty: 5867.313477
	Iteration 80F: 3 clusters Score -1.347308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -13473065.000000 Penalty: 5867.313477
	Iteration 81Q: 3 clusters Score -1.347306e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -13473068.000000 Penalty: 5867.313477
	Iteration 82Q: 3 clusters Score -1.347307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -13473071.000000 Penalty: 5867.313477
	Iteration 83Q: 3 clusters Score -1.347307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -13473065.000000 Penalty: 5867.313477
	Iteration 84Q: 3 clusters Score -1.347306e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -13473064.000000 Penalty: 5867.313477
	Iteration 85Q: 3 clusters Score -1.347306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -13473070.000000 Penalty: 5867.313477
	Iteration 86Q: 3 clusters Score -1.347307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -13473070.000000 Penalty: 5867.313477
	Iteration 87Q: 3 clusters Score -1.347307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -13473072.000000 Penalty: 5867.313477
	Iteration 88Q: 3 clusters Score -1.347307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 82428 members 
Entering Unmasked Estep 
Score: -13473070.000000 Penalty: 5867.313477
	Iteration 89Q: 3 clusters Score -1.347307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -13473065.000000 Penalty: 5867.313477
	Iteration 90Q: 3 clusters Score -1.347306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -13473056.000000 Penalty: 5867.313477
	Iteration 91Q: 3 clusters Score -1.347306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -13473052.000000 Penalty: 5867.313477
	Iteration 92Q: 3 clusters Score -1.347305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -13473059.000000 Penalty: 5867.313477
	Iteration 93Q: 3 clusters Score -1.347306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -13473049.000000 Penalty: 5867.313477
	Iteration 94Q: 3 clusters Score -1.347305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -13473053.000000 Penalty: 5867.313477
	Iteration 95Q: 3 clusters Score -1.347305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -13473044.000000 Penalty: 5867.313477
	Iteration 96Q: 3 clusters Score -1.347304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -13473037.000000 Penalty: 5867.313477
	Iteration 97Q: 3 clusters Score -1.347304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -13473044.000000 Penalty: 5867.313477
	Iteration 98Q: 3 clusters Score -1.347304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -13473034.000000 Penalty: 5867.313477
	Iteration 99Q: 3 clusters Score -1.347303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -13473038.000000 Penalty: 5867.313477
	Iteration 100F: 3 clusters Score -1.347304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -13473053.000000 Penalty: 5867.313477
	Iteration 101Q: 3 clusters Score -1.347305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -13473043.000000 Penalty: 5867.313477
	Iteration 102Q: 3 clusters Score -1.347304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -13473060.000000 Penalty: 5867.313477
	Iteration 103Q: 3 clusters Score -1.347306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -13473059.000000 Penalty: 5867.313477
	Iteration 104Q: 3 clusters Score -1.347306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -13473051.000000 Penalty: 5867.313477
	Iteration 105Q: 3 clusters Score -1.347305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -13473054.000000 Penalty: 5867.313477
	Iteration 106Q: 3 clusters Score -1.347305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -13473048.000000 Penalty: 5867.313477
	Iteration 107Q: 3 clusters Score -1.347305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -13473035.000000 Penalty: 5867.313477
	Iteration 108Q: 3 clusters Score -1.347304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -13473037.000000 Penalty: 5867.313477
	Iteration 109Q: 3 clusters Score -1.347304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -13473035.000000 Penalty: 5867.313477
	Iteration 110Q: 3 clusters Score -1.347304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -13473035.000000 Penalty: 5867.313477
	Iteration 111F: 3 clusters Score -1.347304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (104804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Entering Unmasked Estep 
Score: -11216778.000000 Penalty: 2866.842041
	Iteration 0F: 2 clusters Score -1.121678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -11151229.000000 Penalty: 5733.684082
	Iteration 0F: 3 clusters Score -1.115123e+07 nChanged 49759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -11179694.000000 Penalty: 5733.684082
	Iteration 1F: 3 clusters Score -1.117969e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -11180243.000000 Penalty: 5733.684082
	Iteration 2Q: 3 clusters Score -1.118024e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -11180854.000000 Penalty: 5733.684082
	Iteration 3Q: 3 clusters Score -1.118085e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -11181638.000000 Penalty: 5733.684082
	Iteration 4Q: 3 clusters Score -1.118164e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -11182517.000000 Penalty: 5733.684082
	Iteration 5Q: 3 clusters Score -1.118252e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -11183859.000000 Penalty: 5733.684082
	Iteration 6Q: 3 clusters Score -1.118386e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -11186305.000000 Penalty: 5733.684082
	Iteration 7Q: 3 clusters Score -1.11863e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -11189940.000000 Penalty: 5733.684082
	Iteration 8F: 3 clusters Score -1.118994e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -11195158.000000 Penalty: 5733.684082
	Iteration 9F: 3 clusters Score -1.119516e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -11200709.000000 Penalty: 5733.684082
	Iteration 10F: 3 clusters Score -1.120071e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -11205865.000000 Penalty: 5733.684082
	Iteration 11F: 3 clusters Score -1.120586e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 97287 members 
Entering Unmasked Estep 
Score: -11209555.000000 Penalty: 5733.684082
	Iteration 12Q: 3 clusters Score -1.120956e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -11211604.000000 Penalty: 5733.684082
	Iteration 13Q: 3 clusters Score -1.12116e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -11212715.000000 Penalty: 5733.684082
	Iteration 14Q: 3 clusters Score -1.121272e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -11213345.000000 Penalty: 5733.684082
	Iteration 15Q: 3 clusters Score -1.121334e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -11213676.000000 Penalty: 5733.684082
	Iteration 16Q: 3 clusters Score -1.121368e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -11213865.000000 Penalty: 5733.684082
	Iteration 17Q: 3 clusters Score -1.121386e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 103980 members 
Entering Unmasked Estep 
Score: -11214019.000000 Penalty: 5733.684082
	Iteration 18Q: 3 clusters Score -1.121402e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -11214117.000000 Penalty: 5733.684082
	Iteration 19Q: 3 clusters Score -1.121412e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -11214170.000000 Penalty: 5733.684082
	Iteration 20F: 3 clusters Score -1.121417e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -11214210.000000 Penalty: 5733.684082
	Iteration 21Q: 3 clusters Score -1.121421e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -11214252.000000 Penalty: 5733.684082
	Iteration 22Q: 3 clusters Score -1.121425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -11214282.000000 Penalty: 5733.684082
	Iteration 23Q: 3 clusters Score -1.121428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -11214290.000000 Penalty: 5733.684082
	Iteration 24Q: 3 clusters Score -1.121429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -11214300.000000 Penalty: 5733.684082
	Iteration 25Q: 3 clusters Score -1.12143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -11214296.000000 Penalty: 5733.684082
	Iteration 26Q: 3 clusters Score -1.12143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -11214299.000000 Penalty: 5733.684082
	Iteration 27Q: 3 clusters Score -1.12143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -11214310.000000 Penalty: 5733.684082
	Iteration 28Q: 3 clusters Score -1.121431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -11214321.000000 Penalty: 5733.684082
	Iteration 29Q: 3 clusters Score -1.121432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 104306 members 
Entering Unmasked Estep 
Score: -11214318.000000 Penalty: 5733.684082
	Iteration 30Q: 3 clusters Score -1.121432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -11214316.000000 Penalty: 5733.684082
	Iteration 31Q: 3 clusters Score -1.121432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -11214313.000000 Penalty: 5733.684082
	Iteration 32Q: 3 clusters Score -1.121431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -11214323.000000 Penalty: 5733.684082
	Iteration 33Q: 3 clusters Score -1.121432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -11214324.000000 Penalty: 5733.684082
	Iteration 34Q: 3 clusters Score -1.121432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -11214320.000000 Penalty: 5733.684082
	Iteration 35Q: 3 clusters Score -1.121432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -11214324.000000 Penalty: 5733.684082
	Iteration 36Q: 3 clusters Score -1.121432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -11214324.000000 Penalty: 5733.684082
	Iteration 37Q: 3 clusters Score -1.121432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -11214337.000000 Penalty: 5733.684082
	Iteration 38Q: 3 clusters Score -1.121434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 104316 members 
Entering Unmasked Estep 
Score: -11214337.000000 Penalty: 5733.684082
	Iteration 39F: 3 clusters Score -1.121434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -391033.687500 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -391033.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -386552.437500 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -386552.4 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -387848.656250 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -387848.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -388268.906250 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -388268.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -388646.593750 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -388646.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -388934.500000 Penalty: 4224.527832
	Iteration 4F: 3 clusters Score -388934.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -389137.812500 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -389137.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -389306.718750 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -389306.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -389449.375000 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -389449.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -389573.343750 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -389573.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -389687.437500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -389687.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -389756.593750 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -389756.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -389810.343750 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -389810.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -389854.593750 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -389854.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -389885.312500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -389885.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -389905.687500 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -389905.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -389923.781250 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -389923.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -389941.968750 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -389942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -389959.156250 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -389959.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -389984.718750 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -389984.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -390009.531250 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -390009.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -390034.562500 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -390034.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -390059.031250 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -390059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -390079.531250 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -390079.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -390096.843750 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -390096.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -390116.000000 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -390116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -390134.406250 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -390134.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -390152.437500 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -390152.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -390166.000000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -390166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -390177.718750 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -390177.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -390187.718750 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -390187.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -390195.843750 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -390195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -390204.125000 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -390204.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -390210.437500 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -390210.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -390218.812500 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -390218.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -390225.531250 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -390225.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -390233.281250 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -390233.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -390243.781250 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -390243.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -390251.406250 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -390251.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -390259.843750 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -390259.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -390268.093750 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -390268.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -390278.187500 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -390278.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -390286.437500 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -390286.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -390292.343750 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -390292.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -390298.250000 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -390298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -390306.156250 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -390306.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -390312.093750 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -390312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -390319.468750 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -390319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -390326.812500 Penalty: 4224.527832
	Iteration 47Q: 3 clusters Score -390326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -390330.468750 Penalty: 4224.527832
	Iteration 48Q: 3 clusters Score -390330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -390332.125000 Penalty: 4224.527832
	Iteration 49Q: 3 clusters Score -390332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -390334.562500 Penalty: 4224.527832
	Iteration 50Q: 3 clusters Score -390334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -390335.937500 Penalty: 4224.527832
	Iteration 51Q: 3 clusters Score -390335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -390337.750000 Penalty: 4224.527832
	Iteration 52Q: 3 clusters Score -390337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -390340.562500 Penalty: 4224.527832
	Iteration 53Q: 3 clusters Score -390340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -390343.593750 Penalty: 4224.527832
	Iteration 54Q: 3 clusters Score -390343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -390344.812500 Penalty: 4224.527832
	Iteration 55Q: 3 clusters Score -390344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -390346.062500 Penalty: 4224.527832
	Iteration 56Q: 3 clusters Score -390346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -390346.062500 Penalty: 4224.527832
	Iteration 57F: 3 clusters Score -390346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -509315.031250 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -509315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -503880.250000 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -503880.2 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -505473.625000 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -505473.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -505981.031250 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -505981 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -506513.625000 Penalty: 4359.520020
	Iteration 3F: 3 clusters Score -506513.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -507099.156250 Penalty: 4359.520020
	Iteration 4F: 3 clusters Score -507099.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -507634.468750 Penalty: 4359.520020
	Iteration 5F: 3 clusters Score -507634.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -508062.218750 Penalty: 4359.520020
	Iteration 6F: 3 clusters Score -508062.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -508452.093750 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -508452.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -508713.687500 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -508713.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -508847.968750 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -508848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -508925.750000 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -508925.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -509007.812500 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -509007.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -509080.093750 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -509080.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -509147.218750 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -509147.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -509188.093750 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -509188.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -509222.843750 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -509222.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -509249.343750 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -509249.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -509269.437500 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -509269.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -509283.218750 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -509283.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -509296.656250 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -509296.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -509309.125000 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -509309.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -509322.687500 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -509322.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -509334.625000 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -509334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -509341.625000 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -509341.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -509351.468750 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -509351.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -509362.125000 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -509362.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -509374.843750 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -509374.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -509395.625000 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -509395.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -509419.687500 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -509419.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -509442.125000 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -509442.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -509461.500000 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -509461.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -509485.031250 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -509485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -509516.750000 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -509516.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -509559.968750 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -509560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -509605.468750 Penalty: 4359.520020
	Iteration 34Q: 3 clusters Score -509605.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -509649.531250 Penalty: 4359.520020
	Iteration 35Q: 3 clusters Score -509649.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -509701.718750 Penalty: 4359.520020
	Iteration 36Q: 3 clusters Score -509701.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -509766.406250 Penalty: 4359.520020
	Iteration 37Q: 3 clusters Score -509766.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -509842.343750 Penalty: 4359.520020
	Iteration 38Q: 3 clusters Score -509842.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -509917.031250 Penalty: 4359.520020
	Iteration 39Q: 3 clusters Score -509917 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -509997.406250 Penalty: 4359.520020
	Iteration 40F: 3 clusters Score -509997.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -510070.906250 Penalty: 4359.520020
	Iteration 41Q: 3 clusters Score -510070.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -510141.187500 Penalty: 4359.520020
	Iteration 42Q: 3 clusters Score -510141.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -510216.812500 Penalty: 4359.520020
	Iteration 43Q: 3 clusters Score -510216.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -510282.312500 Penalty: 4359.520020
	Iteration 44Q: 3 clusters Score -510282.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -510330.187500 Penalty: 4359.520020
	Iteration 45Q: 3 clusters Score -510330.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -510378.656250 Penalty: 4359.520020
	Iteration 46Q: 3 clusters Score -510378.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -510437.750000 Penalty: 4359.520020
	Iteration 47Q: 3 clusters Score -510437.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -510491.625000 Penalty: 4359.520020
	Iteration 48Q: 3 clusters Score -510491.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -510549.593750 Penalty: 4359.520020
	Iteration 49Q: 3 clusters Score -510549.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -510614.343750 Penalty: 4359.520020
	Iteration 50Q: 3 clusters Score -510614.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -510685.000000 Penalty: 4359.520020
	Iteration 51Q: 3 clusters Score -510685 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -510762.875000 Penalty: 4359.520020
	Iteration 52Q: 3 clusters Score -510762.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -510834.000000 Penalty: 4359.520020
	Iteration 53Q: 3 clusters Score -510834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -510898.781250 Penalty: 4359.520020
	Iteration 54Q: 3 clusters Score -510898.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -510957.593750 Penalty: 4359.520020
	Iteration 55Q: 3 clusters Score -510957.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -511018.062500 Penalty: 4359.520020
	Iteration 56Q: 3 clusters Score -511018.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -511082.125000 Penalty: 4359.520020
	Iteration 57Q: 3 clusters Score -511082.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -511130.031250 Penalty: 4359.520020
	Iteration 58Q: 3 clusters Score -511130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -511180.093750 Penalty: 4359.520020
	Iteration 59Q: 3 clusters Score -511180.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -511262.218750 Penalty: 4359.520020
	Iteration 60F: 3 clusters Score -511262.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -511385.500000 Penalty: 4359.520020
	Iteration 61Q: 3 clusters Score -511385.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -511465.750000 Penalty: 4359.520020
	Iteration 62Q: 3 clusters Score -511465.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -511520.812500 Penalty: 4359.520020
	Iteration 63Q: 3 clusters Score -511520.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -511546.906250 Penalty: 4359.520020
	Iteration 64Q: 3 clusters Score -511546.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -511567.343750 Penalty: 4359.520020
	Iteration 65Q: 3 clusters Score -511567.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -511577.500000 Penalty: 4359.520020
	Iteration 66Q: 3 clusters Score -511577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -511582.125000 Penalty: 4359.520020
	Iteration 67Q: 3 clusters Score -511582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -511583.562500 Penalty: 4359.520020
	Iteration 68Q: 3 clusters Score -511583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -511585.500000 Penalty: 4359.520020
	Iteration 69Q: 3 clusters Score -511585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -511586.218750 Penalty: 4359.520020
	Iteration 70Q: 3 clusters Score -511586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -511586.218750 Penalty: 4359.520020
	Iteration 71F: 3 clusters Score -511586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 1072 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Mstep: Class 62 contains 2726 members 
Mstep: Class 63 contains 1529 members 
Mstep: Class 64 contains 2458 members 
Entering Unmasked Estep 
Score: -150772592.000000 Penalty: 228425.703125
Splitting cluster 47 changes total score from -150767520.000000 to -150772592.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 48 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -400236.625000 Penalty: 2120.747559
	Iteration 0F: 2 clusters Score -400236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -395595.250000 Penalty: 4241.495117
	Iteration 0F: 3 clusters Score -395595.2 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -396723.593750 Penalty: 4241.495117
	Iteration 1F: 3 clusters Score -396723.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -396976.312500 Penalty: 4241.495117
	Iteration 2F: 3 clusters Score -396976.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -397158.187500 Penalty: 4241.495117
	Iteration 3F: 3 clusters Score -397158.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -397303.718750 Penalty: 4241.495117
	Iteration 4Q: 3 clusters Score -397303.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -397416.250000 Penalty: 4241.495117
	Iteration 5Q: 3 clusters Score -397416.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -397526.593750 Penalty: 4241.495117
	Iteration 6Q: 3 clusters Score -397526.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -397634.093750 Penalty: 4241.495117
	Iteration 7Q: 3 clusters Score -397634.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -397730.156250 Penalty: 4241.495117
	Iteration 8Q: 3 clusters Score -397730.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -397833.687500 Penalty: 4241.495117
	Iteration 9Q: 3 clusters Score -397833.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -397937.812500 Penalty: 4241.495117
	Iteration 10Q: 3 clusters Score -397937.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -398025.843750 Penalty: 4241.495117
	Iteration 11Q: 3 clusters Score -398025.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -398112.000000 Penalty: 4241.495117
	Iteration 12Q: 3 clusters Score -398112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -398173.906250 Penalty: 4241.495117
	Iteration 13Q: 3 clusters Score -398173.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -398216.093750 Penalty: 4241.495117
	Iteration 14Q: 3 clusters Score -398216.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -398246.250000 Penalty: 4241.495117
	Iteration 15Q: 3 clusters Score -398246.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -398274.875000 Penalty: 4241.495117
	Iteration 16Q: 3 clusters Score -398274.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -398295.406250 Penalty: 4241.495117
	Iteration 17Q: 3 clusters Score -398295.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -398320.312500 Penalty: 4241.495117
	Iteration 18Q: 3 clusters Score -398320.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -398345.218750 Penalty: 4241.495117
	Iteration 19Q: 3 clusters Score -398345.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -398363.500000 Penalty: 4241.495117
	Iteration 20F: 3 clusters Score -398363.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -398377.812500 Penalty: 4241.495117
	Iteration 21Q: 3 clusters Score -398377.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -398390.937500 Penalty: 4241.495117
	Iteration 22Q: 3 clusters Score -398390.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -398406.875000 Penalty: 4241.495117
	Iteration 23Q: 3 clusters Score -398406.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -398417.312500 Penalty: 4241.495117
	Iteration 24Q: 3 clusters Score -398417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -398427.687500 Penalty: 4241.495117
	Iteration 25Q: 3 clusters Score -398427.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -398433.625000 Penalty: 4241.495117
	Iteration 26Q: 3 clusters Score -398433.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -398438.375000 Penalty: 4241.495117
	Iteration 27Q: 3 clusters Score -398438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -398443.406250 Penalty: 4241.495117
	Iteration 28Q: 3 clusters Score -398443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -398447.500000 Penalty: 4241.495117
	Iteration 29Q: 3 clusters Score -398447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -398455.187500 Penalty: 4241.495117
	Iteration 30Q: 3 clusters Score -398455.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -398462.093750 Penalty: 4241.495117
	Iteration 31Q: 3 clusters Score -398462.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -398469.125000 Penalty: 4241.495117
	Iteration 32Q: 3 clusters Score -398469.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -398481.843750 Penalty: 4241.495117
	Iteration 33Q: 3 clusters Score -398481.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -398489.531250 Penalty: 4241.495117
	Iteration 34Q: 3 clusters Score -398489.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -398500.312500 Penalty: 4241.495117
	Iteration 35Q: 3 clusters Score -398500.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -398509.625000 Penalty: 4241.495117
	Iteration 36Q: 3 clusters Score -398509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -398516.531250 Penalty: 4241.495117
	Iteration 37Q: 3 clusters Score -398516.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -398521.406250 Penalty: 4241.495117
	Iteration 38Q: 3 clusters Score -398521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -398525.625000 Penalty: 4241.495117
	Iteration 39Q: 3 clusters Score -398525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -398529.218750 Penalty: 4241.495117
	Iteration 40F: 3 clusters Score -398529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -398532.531250 Penalty: 4241.495117
	Iteration 41Q: 3 clusters Score -398532.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -398535.843750 Penalty: 4241.495117
	Iteration 42Q: 3 clusters Score -398535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -398537.968750 Penalty: 4241.495117
	Iteration 43Q: 3 clusters Score -398538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -398540.062500 Penalty: 4241.495117
	Iteration 44Q: 3 clusters Score -398540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -398542.437500 Penalty: 4241.495117
	Iteration 45Q: 3 clusters Score -398542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -398544.375000 Penalty: 4241.495117
	Iteration 46Q: 3 clusters Score -398544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -398545.875000 Penalty: 4241.495117
	Iteration 47Q: 3 clusters Score -398545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -398547.250000 Penalty: 4241.495117
	Iteration 48Q: 3 clusters Score -398547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -398548.843750 Penalty: 4241.495117
	Iteration 49Q: 3 clusters Score -398548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -398551.468750 Penalty: 4241.495117
	Iteration 50Q: 3 clusters Score -398551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -398552.843750 Penalty: 4241.495117
	Iteration 51Q: 3 clusters Score -398552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -398554.375000 Penalty: 4241.495117
	Iteration 52Q: 3 clusters Score -398554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -398555.250000 Penalty: 4241.495117
	Iteration 53Q: 3 clusters Score -398555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -398557.000000 Penalty: 4241.495117
	Iteration 54Q: 3 clusters Score -398557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -398557.062500 Penalty: 4241.495117
	Iteration 55Q: 3 clusters Score -398557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -398557.250000 Penalty: 4241.495117
	Iteration 56Q: 3 clusters Score -398557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -398557.593750 Penalty: 4241.495117
	Iteration 57Q: 3 clusters Score -398557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -398559.531250 Penalty: 4241.495117
	Iteration 58Q: 3 clusters Score -398559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -398560.812500 Penalty: 4241.495117
	Iteration 59Q: 3 clusters Score -398560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -398561.031250 Penalty: 4241.495117
	Iteration 60F: 3 clusters Score -398561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -398562.500000 Penalty: 4241.495117
	Iteration 61Q: 3 clusters Score -398562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -398562.687500 Penalty: 4241.495117
	Iteration 62Q: 3 clusters Score -398562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -398564.125000 Penalty: 4241.495117
	Iteration 63Q: 3 clusters Score -398564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -398564.718750 Penalty: 4241.495117
	Iteration 64Q: 3 clusters Score -398564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -398565.281250 Penalty: 4241.495117
	Iteration 65Q: 3 clusters Score -398565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -398565.875000 Penalty: 4241.495117
	Iteration 66Q: 3 clusters Score -398565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -398565.343750 Penalty: 4241.495117
	Iteration 67Q: 3 clusters Score -398565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -398565.156250 Penalty: 4241.495117
	Iteration 68Q: 3 clusters Score -398565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -398566.343750 Penalty: 4241.495117
	Iteration 69Q: 3 clusters Score -398566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -398566.343750 Penalty: 4241.495117
	Iteration 70F: 3 clusters Score -398566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -168397.437500 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -168397.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -165628.562500 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -165628.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -166214.500000 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -166214.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166396.937500 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -166396.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -166524.281250 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -166524.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -166617.593750 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -166617.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -166758.140625 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -166758.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -166863.937500 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -166863.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -166939.078125 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -166939.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -167008.859375 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -167008.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -167067.234375 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -167067.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167104.796875 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -167104.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -167131.515625 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -167131.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -167155.234375 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -167155.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167174.828125 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -167174.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -167192.718750 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -167192.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167205.312500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -167205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167215.203125 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -167215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -167217.625000 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -167217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -167223.062500 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -167223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -167227.812500 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -167227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167230.906250 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -167230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -167235.734375 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -167235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -167241.953125 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -167242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -167246.687500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -167246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -167252.218750 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -167252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -167255.703125 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -167255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -167256.546875 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -167256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -167256.546875 Penalty: 3809.137939
	Iteration 27F: 3 clusters Score -167256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Entering Unmasked Estep 
Score: -412893.375000 Penalty: 2093.892822
	Iteration 0F: 2 clusters Score -412893.4 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 2300 members 
Entering Unmasked Estep 
Score: -408670.875000 Penalty: 4187.785645
	Iteration 0F: 3 clusters Score -408670.9 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -410066.343750 Penalty: 4187.785645
	Iteration 1F: 3 clusters Score -410066.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -410861.375000 Penalty: 4187.785645
	Iteration 2F: 3 clusters Score -410861.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -411782.406250 Penalty: 4187.785645
	Iteration 3F: 3 clusters Score -411782.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -412423.906250 Penalty: 4187.785645
	Iteration 4F: 3 clusters Score -412423.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -412711.562500 Penalty: 4187.785645
	Iteration 5F: 3 clusters Score -412711.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -412833.312500 Penalty: 4187.785645
	Iteration 6Q: 3 clusters Score -412833.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -412881.218750 Penalty: 4187.785645
	Iteration 7Q: 3 clusters Score -412881.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -412903.500000 Penalty: 4187.785645
	Iteration 8Q: 3 clusters Score -412903.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -412912.812500 Penalty: 4187.785645
	Iteration 9Q: 3 clusters Score -412912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -412918.843750 Penalty: 4187.785645
	Iteration 10Q: 3 clusters Score -412918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -412922.593750 Penalty: 4187.785645
	Iteration 11Q: 3 clusters Score -412922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -412925.187500 Penalty: 4187.785645
	Iteration 12Q: 3 clusters Score -412925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -412925.531250 Penalty: 4187.785645
	Iteration 13Q: 3 clusters Score -412925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -412927.343750 Penalty: 4187.785645
	Iteration 14Q: 3 clusters Score -412927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -412927.968750 Penalty: 4187.785645
	Iteration 15Q: 3 clusters Score -412928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -412928.812500 Penalty: 4187.785645
	Iteration 16Q: 3 clusters Score -412928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -412928.562500 Penalty: 4187.785645
	Iteration 17Q: 3 clusters Score -412928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -412928.562500 Penalty: 4187.785645
	Iteration 18F: 3 clusters Score -412928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 1072 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 1416 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 20255 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Mstep: Class 62 contains 2726 members 
Mstep: Class 63 contains 1529 members 
Mstep: Class 64 contains 2458 members 
Mstep: Class 65 contains 3227 members 
Entering Unmasked Estep 
Score: -150771200.000000 Penalty: 231994.859375
Splitting cluster 50 changes total score from -150767520.000000 to -150771200.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 51 (7786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Entering Unmasked Estep 
Score: -555998.250000 Penalty: 2222.100342
	Iteration 0F: 2 clusters Score -555998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -549773.625000 Penalty: 4444.200684
	Iteration 0F: 3 clusters Score -549773.6 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -551637.250000 Penalty: 4444.200684
	Iteration 1F: 3 clusters Score -551637.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -552332.437500 Penalty: 4444.200684
	Iteration 2F: 3 clusters Score -552332.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -553199.250000 Penalty: 4444.200684
	Iteration 3F: 3 clusters Score -553199.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -554068.250000 Penalty: 4444.200684
	Iteration 4F: 3 clusters Score -554068.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -554747.625000 Penalty: 4444.200684
	Iteration 5F: 3 clusters Score -554747.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -555168.000000 Penalty: 4444.200684
	Iteration 6F: 3 clusters Score -555168 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -555387.812500 Penalty: 4444.200684
	Iteration 7Q: 3 clusters Score -555387.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -555503.562500 Penalty: 4444.200684
	Iteration 8Q: 3 clusters Score -555503.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -555561.000000 Penalty: 4444.200684
	Iteration 9Q: 3 clusters Score -555561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -555592.937500 Penalty: 4444.200684
	Iteration 10Q: 3 clusters Score -555592.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -555610.875000 Penalty: 4444.200684
	Iteration 11Q: 3 clusters Score -555610.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -555622.562500 Penalty: 4444.200684
	Iteration 12Q: 3 clusters Score -555622.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -555626.750000 Penalty: 4444.200684
	Iteration 13Q: 3 clusters Score -555626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -555630.000000 Penalty: 4444.200684
	Iteration 14Q: 3 clusters Score -555630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -555632.562500 Penalty: 4444.200684
	Iteration 15Q: 3 clusters Score -555632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -555634.000000 Penalty: 4444.200684
	Iteration 16Q: 3 clusters Score -555634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -555635.187500 Penalty: 4444.200684
	Iteration 17Q: 3 clusters Score -555635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -555637.750000 Penalty: 4444.200684
	Iteration 18Q: 3 clusters Score -555637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -555637.250000 Penalty: 4444.200684
	Iteration 19Q: 3 clusters Score -555637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -555637.000000 Penalty: 4444.200684
	Iteration 20F: 3 clusters Score -555637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -555639.062500 Penalty: 4444.200684
	Iteration 21Q: 3 clusters Score -555639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -555639.625000 Penalty: 4444.200684
	Iteration 22Q: 3 clusters Score -555639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -555641.875000 Penalty: 4444.200684
	Iteration 23Q: 3 clusters Score -555641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -555640.312500 Penalty: 4444.200684
	Iteration 24Q: 3 clusters Score -555640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -555641.375000 Penalty: 4444.200684
	Iteration 25Q: 3 clusters Score -555641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -555641.812500 Penalty: 4444.200684
	Iteration 26Q: 3 clusters Score -555641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -555642.187500 Penalty: 4444.200684
	Iteration 27Q: 3 clusters Score -555642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -555642.187500 Penalty: 4444.200684
	Iteration 28F: 3 clusters Score -555642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (20255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Entering Unmasked Estep 
Score: -1620580.500000 Penalty: 2459.206787
	Iteration 0F: 2 clusters Score -1620580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1606336.625000 Penalty: 4918.413574
	Iteration 0F: 3 clusters Score -1606337 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1611338.875000 Penalty: 4918.413574
	Iteration 1F: 3 clusters Score -1611339 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1612010.875000 Penalty: 4918.413574
	Iteration 2F: 3 clusters Score -1612011 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1612736.125000 Penalty: 4918.413574
	Iteration 3F: 3 clusters Score -1612736 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1613536.750000 Penalty: 4918.413574
	Iteration 4F: 3 clusters Score -1613537 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1614352.250000 Penalty: 4918.413574
	Iteration 5F: 3 clusters Score -1614352 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1615130.500000 Penalty: 4918.413574
	Iteration 6F: 3 clusters Score -1615130 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1615866.625000 Penalty: 4918.413574
	Iteration 7F: 3 clusters Score -1615867 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1616501.125000 Penalty: 4918.413574
	Iteration 8Q: 3 clusters Score -1616501 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1617012.625000 Penalty: 4918.413574
	Iteration 9Q: 3 clusters Score -1617013 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1617361.000000 Penalty: 4918.413574
	Iteration 10Q: 3 clusters Score -1617361 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1617613.000000 Penalty: 4918.413574
	Iteration 11Q: 3 clusters Score -1617613 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1617784.250000 Penalty: 4918.413574
	Iteration 12Q: 3 clusters Score -1617784 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1617897.500000 Penalty: 4918.413574
	Iteration 13Q: 3 clusters Score -1617898 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1617962.000000 Penalty: 4918.413574
	Iteration 14Q: 3 clusters Score -1617962 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1617991.500000 Penalty: 4918.413574
	Iteration 15Q: 3 clusters Score -1617992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1618019.000000 Penalty: 4918.413574
	Iteration 16Q: 3 clusters Score -1618019 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1618039.875000 Penalty: 4918.413574
	Iteration 17Q: 3 clusters Score -1618040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1618063.250000 Penalty: 4918.413574
	Iteration 18Q: 3 clusters Score -1618063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1618085.500000 Penalty: 4918.413574
	Iteration 19Q: 3 clusters Score -1618086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1618109.250000 Penalty: 4918.413574
	Iteration 20F: 3 clusters Score -1618109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1618121.500000 Penalty: 4918.413574
	Iteration 21Q: 3 clusters Score -1618122 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1618155.375000 Penalty: 4918.413574
	Iteration 22Q: 3 clusters Score -1618155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1618200.750000 Penalty: 4918.413574
	Iteration 23Q: 3 clusters Score -1618201 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1618254.250000 Penalty: 4918.413574
	Iteration 24Q: 3 clusters Score -1618254 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1618326.375000 Penalty: 4918.413574
	Iteration 25Q: 3 clusters Score -1618326 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1618414.875000 Penalty: 4918.413574
	Iteration 26Q: 3 clusters Score -1618415 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1618489.125000 Penalty: 4918.413574
	Iteration 27Q: 3 clusters Score -1618489 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1618593.125000 Penalty: 4918.413574
	Iteration 28Q: 3 clusters Score -1618593 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1618735.500000 Penalty: 4918.413574
	Iteration 29Q: 3 clusters Score -1618736 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1618894.375000 Penalty: 4918.413574
	Iteration 30Q: 3 clusters Score -1618894 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1619038.000000 Penalty: 4918.413574
	Iteration 31Q: 3 clusters Score -1619038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1619228.125000 Penalty: 4918.413574
	Iteration 32Q: 3 clusters Score -1619228 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1619460.625000 Penalty: 4918.413574
	Iteration 33Q: 3 clusters Score -1619461 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1619711.250000 Penalty: 4918.413574
	Iteration 34Q: 3 clusters Score -1619711 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1619951.250000 Penalty: 4918.413574
	Iteration 35Q: 3 clusters Score -1619951 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1620179.500000 Penalty: 4918.413574
	Iteration 36Q: 3 clusters Score -1620180 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1620392.000000 Penalty: 4918.413574
	Iteration 37Q: 3 clusters Score -1620392 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1620668.625000 Penalty: 4918.413574
	Iteration 38Q: 3 clusters Score -1620669 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1620983.750000 Penalty: 4918.413574
	Iteration 39Q: 3 clusters Score -1620984 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1621224.000000 Penalty: 4918.413574
	Iteration 40F: 3 clusters Score -1621224 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1621327.125000 Penalty: 4918.413574
	Iteration 41Q: 3 clusters Score -1621327 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1621369.250000 Penalty: 4918.413574
	Iteration 42Q: 3 clusters Score -1621369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1621387.125000 Penalty: 4918.413574
	Iteration 43Q: 3 clusters Score -1621387 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1621393.250000 Penalty: 4918.413574
	Iteration 44Q: 3 clusters Score -1621393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1621399.125000 Penalty: 4918.413574
	Iteration 45Q: 3 clusters Score -1621399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1621400.125000 Penalty: 4918.413574
	Iteration 46Q: 3 clusters Score -1621400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1621400.625000 Penalty: 4918.413574
	Iteration 47Q: 3 clusters Score -1621401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1621403.250000 Penalty: 4918.413574
	Iteration 48Q: 3 clusters Score -1621403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1621399.500000 Penalty: 4918.413574
	Iteration 49Q: 3 clusters Score -1621400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1621402.500000 Penalty: 4918.413574
	Iteration 50Q: 3 clusters Score -1621402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1621403.375000 Penalty: 4918.413574
	Iteration 51Q: 3 clusters Score -1621403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1621403.000000 Penalty: 4918.413574
	Iteration 52Q: 3 clusters Score -1621403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1621403.875000 Penalty: 4918.413574
	Iteration 53Q: 3 clusters Score -1621404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1621403.875000 Penalty: 4918.413574
	Iteration 54F: 3 clusters Score -1621404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 1072 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 1416 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1790 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Mstep: Class 62 contains 2726 members 
Mstep: Class 63 contains 1529 members 
Mstep: Class 64 contains 2458 members 
Mstep: Class 65 contains 3227 members 
Mstep: Class 66 contains 7268 members 
Entering Unmasked Estep 
Score: -150769856.000000 Penalty: 235564.015625
Splitting cluster 52 changes total score from -150767520.000000 to -150769856.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 53 (19316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Entering Unmasked Estep 
Score: -1560287.250000 Penalty: 2447.434814
	Iteration 0F: 2 clusters Score -1560287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1546658.250000 Penalty: 4894.869629
	Iteration 0F: 3 clusters Score -1546658 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1551178.250000 Penalty: 4894.869629
	Iteration 1F: 3 clusters Score -1551178 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1551491.750000 Penalty: 4894.869629
	Iteration 2Q: 3 clusters Score -1551492 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1551765.375000 Penalty: 4894.869629
	Iteration 3Q: 3 clusters Score -1551765 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1551996.125000 Penalty: 4894.869629
	Iteration 4Q: 3 clusters Score -1551996 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1552228.500000 Penalty: 4894.869629
	Iteration 5Q: 3 clusters Score -1552228 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1552460.750000 Penalty: 4894.869629
	Iteration 6Q: 3 clusters Score -1552461 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1552736.375000 Penalty: 4894.869629
	Iteration 7Q: 3 clusters Score -1552736 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1553056.500000 Penalty: 4894.869629
	Iteration 8Q: 3 clusters Score -1553056 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1553365.125000 Penalty: 4894.869629
	Iteration 9Q: 3 clusters Score -1553365 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1553661.000000 Penalty: 4894.869629
	Iteration 10Q: 3 clusters Score -1553661 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1554006.000000 Penalty: 4894.869629
	Iteration 11Q: 3 clusters Score -1554006 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1554332.000000 Penalty: 4894.869629
	Iteration 12Q: 3 clusters Score -1554332 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1554634.750000 Penalty: 4894.869629
	Iteration 13Q: 3 clusters Score -1554635 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1554892.625000 Penalty: 4894.869629
	Iteration 14Q: 3 clusters Score -1554893 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1555115.500000 Penalty: 4894.869629
	Iteration 15Q: 3 clusters Score -1555116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1555298.375000 Penalty: 4894.869629
	Iteration 16Q: 3 clusters Score -1555298 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1555464.875000 Penalty: 4894.869629
	Iteration 17Q: 3 clusters Score -1555465 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1555618.250000 Penalty: 4894.869629
	Iteration 18Q: 3 clusters Score -1555618 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1555787.250000 Penalty: 4894.869629
	Iteration 19Q: 3 clusters Score -1555787 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1555977.250000 Penalty: 4894.869629
	Iteration 20F: 3 clusters Score -1555977 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1556145.000000 Penalty: 4894.869629
	Iteration 21Q: 3 clusters Score -1556145 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1556327.250000 Penalty: 4894.869629
	Iteration 22Q: 3 clusters Score -1556327 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1556529.125000 Penalty: 4894.869629
	Iteration 23Q: 3 clusters Score -1556529 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1556773.375000 Penalty: 4894.869629
	Iteration 24Q: 3 clusters Score -1556773 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1556996.000000 Penalty: 4894.869629
	Iteration 25Q: 3 clusters Score -1556996 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1557207.750000 Penalty: 4894.869629
	Iteration 26Q: 3 clusters Score -1557208 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1557415.750000 Penalty: 4894.869629
	Iteration 27Q: 3 clusters Score -1557416 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1557591.875000 Penalty: 4894.869629
	Iteration 28Q: 3 clusters Score -1557592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1557718.875000 Penalty: 4894.869629
	Iteration 29Q: 3 clusters Score -1557719 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1557828.000000 Penalty: 4894.869629
	Iteration 30Q: 3 clusters Score -1557828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1557913.750000 Penalty: 4894.869629
	Iteration 31Q: 3 clusters Score -1557914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1557990.625000 Penalty: 4894.869629
	Iteration 32Q: 3 clusters Score -1557991 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1558031.625000 Penalty: 4894.869629
	Iteration 33Q: 3 clusters Score -1558032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1558063.500000 Penalty: 4894.869629
	Iteration 34Q: 3 clusters Score -1558064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1558088.875000 Penalty: 4894.869629
	Iteration 35Q: 3 clusters Score -1558089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1558108.375000 Penalty: 4894.869629
	Iteration 36Q: 3 clusters Score -1558108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1558124.250000 Penalty: 4894.869629
	Iteration 37Q: 3 clusters Score -1558124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1558134.750000 Penalty: 4894.869629
	Iteration 38Q: 3 clusters Score -1558135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1558138.375000 Penalty: 4894.869629
	Iteration 39Q: 3 clusters Score -1558138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1558154.625000 Penalty: 4894.869629
	Iteration 40F: 3 clusters Score -1558155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1558170.000000 Penalty: 4894.869629
	Iteration 41Q: 3 clusters Score -1558170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1558173.875000 Penalty: 4894.869629
	Iteration 42Q: 3 clusters Score -1558174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1558179.000000 Penalty: 4894.869629
	Iteration 43Q: 3 clusters Score -1558179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1558187.875000 Penalty: 4894.869629
	Iteration 44Q: 3 clusters Score -1558188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1558194.500000 Penalty: 4894.869629
	Iteration 45Q: 3 clusters Score -1558194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1558195.750000 Penalty: 4894.869629
	Iteration 46Q: 3 clusters Score -1558196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1558199.375000 Penalty: 4894.869629
	Iteration 47Q: 3 clusters Score -1558199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1558199.875000 Penalty: 4894.869629
	Iteration 48Q: 3 clusters Score -1558200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1558202.125000 Penalty: 4894.869629
	Iteration 49Q: 3 clusters Score -1558202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1558202.500000 Penalty: 4894.869629
	Iteration 50Q: 3 clusters Score -1558202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1558204.500000 Penalty: 4894.869629
	Iteration 51Q: 3 clusters Score -1558204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1558209.750000 Penalty: 4894.869629
	Iteration 52Q: 3 clusters Score -1558210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1558214.000000 Penalty: 4894.869629
	Iteration 53Q: 3 clusters Score -1558214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1558219.625000 Penalty: 4894.869629
	Iteration 54Q: 3 clusters Score -1558220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1558223.125000 Penalty: 4894.869629
	Iteration 55Q: 3 clusters Score -1558223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1558226.000000 Penalty: 4894.869629
	Iteration 56Q: 3 clusters Score -1558226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1558226.125000 Penalty: 4894.869629
	Iteration 57Q: 3 clusters Score -1558226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1558231.125000 Penalty: 4894.869629
	Iteration 58Q: 3 clusters Score -1558231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1558231.000000 Penalty: 4894.869629
	Iteration 59Q: 3 clusters Score -1558231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1558232.375000 Penalty: 4894.869629
	Iteration 60F: 3 clusters Score -1558232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -161266.343750 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -161266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -158876.406250 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -158876.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -159484.265625 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -159484.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -159822.312500 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -159822.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -160100.843750 Penalty: 3715.025391
	Iteration 3F: 3 clusters Score -160100.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -160335.140625 Penalty: 3715.025391
	Iteration 4F: 3 clusters Score -160335.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -160557.406250 Penalty: 3715.025391
	Iteration 5F: 3 clusters Score -160557.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -160713.421875 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -160713.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -160859.671875 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -160859.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -160971.125000 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -160971.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -161059.625000 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -161059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -161121.343750 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -161121.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -161164.031250 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -161164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -161200.812500 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -161200.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -161257.062500 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -161257.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -161351.671875 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -161351.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -161443.953125 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -161444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -161534.125000 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -161534.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161595.093750 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -161595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -161641.234375 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -161641.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161690.015625 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -161690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161759.156250 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -161759.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -161801.390625 Penalty: 3715.025391
	Iteration 21Q: 3 clusters Score -161801.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161831.156250 Penalty: 3715.025391
	Iteration 22Q: 3 clusters Score -161831.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161869.984375 Penalty: 3715.025391
	Iteration 23Q: 3 clusters Score -161870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -161907.656250 Penalty: 3715.025391
	Iteration 24Q: 3 clusters Score -161907.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161947.109375 Penalty: 3715.025391
	Iteration 25Q: 3 clusters Score -161947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161980.250000 Penalty: 3715.025391
	Iteration 26Q: 3 clusters Score -161980.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162012.703125 Penalty: 3715.025391
	Iteration 27Q: 3 clusters Score -162012.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -162035.656250 Penalty: 3715.025391
	Iteration 28Q: 3 clusters Score -162035.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162059.031250 Penalty: 3715.025391
	Iteration 29Q: 3 clusters Score -162059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -162077.875000 Penalty: 3715.025391
	Iteration 30Q: 3 clusters Score -162077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -162095.937500 Penalty: 3715.025391
	Iteration 31Q: 3 clusters Score -162095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162105.937500 Penalty: 3715.025391
	Iteration 32Q: 3 clusters Score -162105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -162117.421875 Penalty: 3715.025391
	Iteration 33Q: 3 clusters Score -162117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162129.421875 Penalty: 3715.025391
	Iteration 34Q: 3 clusters Score -162129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162137.578125 Penalty: 3715.025391
	Iteration 35Q: 3 clusters Score -162137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162143.578125 Penalty: 3715.025391
	Iteration 36Q: 3 clusters Score -162143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162155.250000 Penalty: 3715.025391
	Iteration 37Q: 3 clusters Score -162155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162166.984375 Penalty: 3715.025391
	Iteration 38Q: 3 clusters Score -162167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -162177.515625 Penalty: 3715.025391
	Iteration 39Q: 3 clusters Score -162177.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162191.765625 Penalty: 3715.025391
	Iteration 40F: 3 clusters Score -162191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162199.406250 Penalty: 3715.025391
	Iteration 41Q: 3 clusters Score -162199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -162206.234375 Penalty: 3715.025391
	Iteration 42Q: 3 clusters Score -162206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162213.765625 Penalty: 3715.025391
	Iteration 43Q: 3 clusters Score -162213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162224.343750 Penalty: 3715.025391
	Iteration 44Q: 3 clusters Score -162224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162231.546875 Penalty: 3715.025391
	Iteration 45Q: 3 clusters Score -162231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162240.437500 Penalty: 3715.025391
	Iteration 46Q: 3 clusters Score -162240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162246.703125 Penalty: 3715.025391
	Iteration 47Q: 3 clusters Score -162246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162249.093750 Penalty: 3715.025391
	Iteration 48Q: 3 clusters Score -162249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162251.593750 Penalty: 3715.025391
	Iteration 49Q: 3 clusters Score -162251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162253.984375 Penalty: 3715.025391
	Iteration 50Q: 3 clusters Score -162254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162261.953125 Penalty: 3715.025391
	Iteration 51Q: 3 clusters Score -162262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162276.390625 Penalty: 3715.025391
	Iteration 52Q: 3 clusters Score -162276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162280.875000 Penalty: 3715.025391
	Iteration 53Q: 3 clusters Score -162280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162282.468750 Penalty: 3715.025391
	Iteration 54Q: 3 clusters Score -162282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162282.468750 Penalty: 3715.025391
	Iteration 55F: 3 clusters Score -162282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 1072 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 1416 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Mstep: Class 58 contains 3865 members 
Mstep: Class 59 contains 4936 members 
Mstep: Class 60 contains 3261 members 
Mstep: Class 61 contains 7416 members 
Mstep: Class 62 contains 2726 members 
Mstep: Class 63 contains 1529 members 
Mstep: Class 64 contains 2458 members 
Mstep: Class 65 contains 3227 members 
Mstep: Class 66 contains 7268 members 
Mstep: Class 67 contains 698 members 
Entering Unmasked Estep 
Score: -150769040.000000 Penalty: 239133.171875
Splitting cluster 54 changes total score from -150767520.000000 to -150769040.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 55 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -1216455.500000 Penalty: 2328.800781
	Iteration 0F: 2 clusters Score -1216456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1207510.750000 Penalty: 4657.601562
	Iteration 0F: 3 clusters Score -1207511 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1210379.875000 Penalty: 4657.601562
	Iteration 1F: 3 clusters Score -1210380 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1210906.750000 Penalty: 4657.601562
	Iteration 2F: 3 clusters Score -1210907 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1211456.000000 Penalty: 4657.601562
	Iteration 3F: 3 clusters Score -1211456 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1212030.875000 Penalty: 4657.601562
	Iteration 4F: 3 clusters Score -1212031 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1212719.750000 Penalty: 4657.601562
	Iteration 5F: 3 clusters Score -1212720 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1213612.000000 Penalty: 4657.601562
	Iteration 6F: 3 clusters Score -1213612 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1214498.625000 Penalty: 4657.601562
	Iteration 7F: 3 clusters Score -1214499 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1215102.625000 Penalty: 4657.601562
	Iteration 8F: 3 clusters Score -1215103 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1215428.000000 Penalty: 4657.601562
	Iteration 9Q: 3 clusters Score -1215428 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1215581.250000 Penalty: 4657.601562
	Iteration 10Q: 3 clusters Score -1215581 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1215657.375000 Penalty: 4657.601562
	Iteration 11Q: 3 clusters Score -1215657 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1215696.750000 Penalty: 4657.601562
	Iteration 12Q: 3 clusters Score -1215697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1215713.750000 Penalty: 4657.601562
	Iteration 13Q: 3 clusters Score -1215714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1215727.625000 Penalty: 4657.601562
	Iteration 14Q: 3 clusters Score -1215728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1215737.125000 Penalty: 4657.601562
	Iteration 15Q: 3 clusters Score -1215737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1215741.125000 Penalty: 4657.601562
	Iteration 16Q: 3 clusters Score -1215741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1215747.625000 Penalty: 4657.601562
	Iteration 17Q: 3 clusters Score -1215748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1215748.125000 Penalty: 4657.601562
	Iteration 18Q: 3 clusters Score -1215748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1215749.500000 Penalty: 4657.601562
	Iteration 19Q: 3 clusters Score -1215750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1215756.500000 Penalty: 4657.601562
	Iteration 20F: 3 clusters Score -1215756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1215761.000000 Penalty: 4657.601562
	Iteration 21Q: 3 clusters Score -1215761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1215765.875000 Penalty: 4657.601562
	Iteration 22Q: 3 clusters Score -1215766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1215765.125000 Penalty: 4657.601562
	Iteration 23Q: 3 clusters Score -1215765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1215771.000000 Penalty: 4657.601562
	Iteration 24Q: 3 clusters Score -1215771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1215771.500000 Penalty: 4657.601562
	Iteration 25Q: 3 clusters Score -1215772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1215771.000000 Penalty: 4657.601562
	Iteration 26Q: 3 clusters Score -1215771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1215778.625000 Penalty: 4657.601562
	Iteration 27Q: 3 clusters Score -1215779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1215780.125000 Penalty: 4657.601562
	Iteration 28Q: 3 clusters Score -1215780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1215779.000000 Penalty: 4657.601562
	Iteration 29Q: 3 clusters Score -1215779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1215782.125000 Penalty: 4657.601562
	Iteration 30Q: 3 clusters Score -1215782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1215784.250000 Penalty: 4657.601562
	Iteration 31Q: 3 clusters Score -1215784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1215787.500000 Penalty: 4657.601562
	Iteration 32Q: 3 clusters Score -1215788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1215786.375000 Penalty: 4657.601562
	Iteration 33Q: 3 clusters Score -1215786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1215787.375000 Penalty: 4657.601562
	Iteration 34Q: 3 clusters Score -1215787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1215787.750000 Penalty: 4657.601562
	Iteration 35Q: 3 clusters Score -1215788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1215788.500000 Penalty: 4657.601562
	Iteration 36Q: 3 clusters Score -1215788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1215788.250000 Penalty: 4657.601562
	Iteration 37Q: 3 clusters Score -1215788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1215788.250000 Penalty: 4657.601562
	Iteration 38F: 3 clusters Score -1215788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -544978.250000 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -544978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -540238.750000 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -540238.8 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -541336.625000 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -541336.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -541534.750000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -541534.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -541671.875000 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -541671.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -541772.250000 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -541772.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -541854.812500 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -541854.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -541916.437500 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -541916.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -541979.062500 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -541979.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -542042.937500 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -542042.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -542108.812500 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -542108.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -542166.312500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -542166.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -542222.500000 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -542222.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -542276.750000 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -542276.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -542332.062500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -542332.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -542396.500000 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -542396.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -542468.250000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -542468.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -542543.187500 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -542543.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -542620.562500 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -542620.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -542685.312500 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -542685.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -542750.062500 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -542750.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -542808.250000 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -542808.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -542854.937500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -542854.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -542904.125000 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -542904.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -542952.187500 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -542952.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -542993.000000 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -542993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -543030.000000 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -543030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -543062.562500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -543062.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -543088.500000 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -543088.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -543113.687500 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -543113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -543129.625000 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -543129.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -543139.625000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -543139.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -543147.125000 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -543147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -543151.500000 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -543151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -543156.125000 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -543156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -543164.125000 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -543164.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -543174.812500 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -543174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -543183.437500 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -543183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -543190.062500 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -543190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -543196.562500 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -543196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -543197.937500 Penalty: 4248.538574
	Iteration 39Q: 3 clusters Score -543197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -543201.000000 Penalty: 4248.538574
	Iteration 40F: 3 clusters Score -543201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -543201.062500 Penalty: 4248.538574
	Iteration 41Q: 3 clusters Score -543201.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -543201.062500 Penalty: 4248.538574
	Iteration 42F: 3 clusters Score -543201.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -208940.718750 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -208940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -206055.593750 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -206055.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -206658.781250 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -206658.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -206910.328125 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -206910.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -207155.859375 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -207155.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -207355.875000 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -207355.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -207565.437500 Penalty: 3861.923828
	Iteration 5F: 3 clusters Score -207565.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -207831.828125 Penalty: 3861.923828
	Iteration 6F: 3 clusters Score -207831.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -208138.468750 Penalty: 3861.923828
	Iteration 7F: 3 clusters Score -208138.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -208335.312500 Penalty: 3861.923828
	Iteration 8F: 3 clusters Score -208335.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -208491.156250 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -208491.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -208578.343750 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -208578.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -208620.859375 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -208620.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -208640.453125 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -208640.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -208648.890625 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -208648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -208651.890625 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -208651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -208652.390625 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -208652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -208652.390625 Penalty: 3861.923828
	Iteration 16F: 3 clusters Score -208652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 123016 members 
Mstep: Class 6 contains 163669 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 38410 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 21593 members 
Mstep: Class 11 contains 124928 members 
Mstep: Class 12 contains 43870 members 
Mstep: Class 13 contains 4230 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 785 members 
Mstep: Class 17 contains 127166 members 
Mstep: Class 18 contains 170269 members 
Mstep: Class 19 contains 88359 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 17261 members 
Mstep: Class 23 contains 6204 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 15233 members 
Mstep: Class 26 contains 21400 members 
Mstep: Class 27 contains 13207 members 
Mstep: Class 28 contains 34083 members 
Mstep: Class 29 contains 54181 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 100130 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110423 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 1522 members 
Mstep: Class 39 contains 1784 members 
Mstep: Class 40 contains 5655 members 
Mstep: Class 41 contains 1072 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 137209 members 
Mstep: Class 45 contains 104804 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2164 members 
Mstep: Class 50 contains 1416 members 
Mstep: Class 51 contains 7786 members 
Mstep: Class 52 contains 12987 members 
Mstep: Class 53 contains 19316 members 
Mstep: Class 54 contains 1092 members 
Mstep: Class 55 contains 11972 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150775344.000000 Penalty: 239133.171875
Iteration 119Q: 68 clusters Score -1.507753e+08 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 122954 members 
Mstep: Class 6 contains 163642 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 8 contains 38402 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 21462 members 
Mstep: Class 11 contains 124912 members 
Mstep: Class 12 contains 43904 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 18718 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 127315 members 
Mstep: Class 18 contains 170267 members 
Mstep: Class 19 contains 88459 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 17294 members 
Mstep: Class 23 contains 6191 members 
Mstep: Class 24 contains 19214 members 
Mstep: Class 25 contains 15054 members 
Mstep: Class 26 contains 21392 members 
Mstep: Class 27 contains 13395 members 
Mstep: Class 28 contains 34013 members 
Mstep: Class 29 contains 54164 members 
Mstep: Class 30 contains 1069 members 
Mstep: Class 31 contains 17573 members 
Mstep: Class 32 contains 100164 members 
Mstep: Class 33 contains 1696 members 
Mstep: Class 34 contains 11131 members 
Mstep: Class 35 contains 5352 members 
Mstep: Class 36 contains 110283 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 1801 members 
Mstep: Class 39 contains 1801 members 
Mstep: Class 40 contains 5629 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 1159 members 
Mstep: Class 44 contains 137010 members 
Mstep: Class 45 contains 104697 members 
Mstep: Class 46 contains 4991 members 
Mstep: Class 47 contains 4168 members 
Mstep: Class 48 contains 5175 members 
Mstep: Class 49 contains 2203 members 
Mstep: Class 50 contains 1533 members 
Mstep: Class 51 contains 7852 members 
Mstep: Class 52 contains 13098 members 
Mstep: Class 53 contains 19332 members 
Mstep: Class 54 contains 1135 members 
Mstep: Class 55 contains 12085 members 
Mstep: Class 56 contains 5259 members 
Mstep: Class 57 contains 2462 members 
Mstep: Class 58 contains 4006 members 
Mstep: Class 59 contains 4818 members 
Mstep: Class 60 contains 3093 members 
Mstep: Class 61 contains 7314 members 
Mstep: Class 62 contains 2652 members 
Mstep: Class 63 contains 1367 members 
Mstep: Class 64 contains 2358 members 
Mstep: Class 65 contains 2984 members 
Mstep: Class 66 contains 7179 members 
Mstep: Class 67 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150780960.000000 Penalty: 239133.171875
Iteration 120F: 68 clusters Score -1.50781e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 4601 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 122914 members 
Mstep: Class 6 contains 163615 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 38385 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 21269 members 
Mstep: Class 11 contains 124902 members 
Mstep: Class 12 contains 43942 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 4138 members 
Mstep: Class 15 contains 18704 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 127261 members 
Mstep: Class 18 contains 170262 members 
Mstep: Class 19 contains 88543 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 17312 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 19131 members 
Mstep: Class 25 contains 14895 members 
Mstep: Class 26 contains 21340 members 
Mstep: Class 27 contains 13286 members 
Mstep: Class 28 contains 33915 members 
Mstep: Class 29 contains 54118 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 17568 members 
Mstep: Class 32 contains 100048 members 
Mstep: Class 33 contains 1663 members 
Mstep: Class 34 contains 11155 members 
Mstep: Class 35 contains 5349 members 
Mstep: Class 36 contains 110169 members 
Mstep: Class 37 contains 4029 members 
Mstep: Class 38 contains 1946 members 
Mstep: Class 39 contains 1796 members 
Mstep: Class 40 contains 5621 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 1748 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 136734 members 
Mstep: Class 45 contains 104580 members 
Mstep: Class 46 contains 4991 members 
Mstep: Class 47 contains 4177 members 
Mstep: Class 48 contains 5174 members 
Mstep: Class 49 contains 2178 members 
Mstep: Class 50 contains 1666 members 
Mstep: Class 51 contains 7858 members 
Mstep: Class 52 contains 13128 members 
Mstep: Class 53 contains 19330 members 
Mstep: Class 54 contains 1164 members 
Mstep: Class 55 contains 11537 members 
Mstep: Class 56 contains 5258 members 
Mstep: Class 57 contains 2446 members 
Mstep: Class 58 contains 4337 members 
Mstep: Class 59 contains 4954 members 
Mstep: Class 60 contains 3680 members 
Mstep: Class 61 contains 7319 members 
Mstep: Class 62 contains 2707 members 
Mstep: Class 63 contains 1379 members 
Mstep: Class 64 contains 2379 members 
Mstep: Class 65 contains 3267 members 
Mstep: Class 66 contains 7243 members 
Mstep: Class 67 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150784272.000000 Penalty: 239133.171875
Iteration 121Q: 68 clusters Score -1.507843e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 4611 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 122909 members 
Mstep: Class 6 contains 163587 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 38389 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 21106 members 
Mstep: Class 11 contains 124913 members 
Mstep: Class 12 contains 43978 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 18702 members 
Mstep: Class 16 contains 600 members 
Mstep: Class 17 contains 127217 members 
Mstep: Class 18 contains 170228 members 
Mstep: Class 19 contains 88628 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 17329 members 
Mstep: Class 23 contains 6179 members 
Mstep: Class 24 contains 19090 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 21350 members 
Mstep: Class 27 contains 13344 members 
Mstep: Class 28 contains 33824 members 
Mstep: Class 29 contains 54079 members 
Mstep: Class 30 contains 1375 members 
Mstep: Class 31 contains 17571 members 
Mstep: Class 32 contains 99999 members 
Mstep: Class 33 contains 1630 members 
Mstep: Class 34 contains 11198 members 
Mstep: Class 35 contains 5348 members 
Mstep: Class 36 contains 110080 members 
Mstep: Class 37 contains 4026 members 
Mstep: Class 38 contains 2030 members 
Mstep: Class 39 contains 1792 members 
Mstep: Class 40 contains 5623 members 
Mstep: Class 41 contains 1119 members 
Mstep: Class 42 contains 1750 members 
Mstep: Class 43 contains 1096 members 
Mstep: Class 44 contains 136636 members 
Mstep: Class 45 contains 104489 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4192 members 
Mstep: Class 48 contains 5169 members 
Mstep: Class 49 contains 2174 members 
Mstep: Class 50 contains 1719 members 
Mstep: Class 51 contains 7888 members 
Mstep: Class 52 contains 13146 members 
Mstep: Class 53 contains 19340 members 
Mstep: Class 54 contains 1199 members 
Mstep: Class 55 contains 11110 members 
Mstep: Class 56 contains 5253 members 
Mstep: Class 57 contains 2470 members 
Mstep: Class 58 contains 4426 members 
Mstep: Class 59 contains 4984 members 
Mstep: Class 60 contains 4101 members 
Mstep: Class 61 contains 7317 members 
Mstep: Class 62 contains 2724 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 2373 members 
Mstep: Class 65 contains 3410 members 
Mstep: Class 66 contains 7278 members 
Mstep: Class 67 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150785760.000000 Penalty: 239133.171875
Iteration 122Q: 68 clusters Score -1.507858e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 122922 members 
Mstep: Class 6 contains 163565 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 38380 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 20939 members 
Mstep: Class 11 contains 124923 members 
Mstep: Class 12 contains 43998 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 18701 members 
Mstep: Class 16 contains 580 members 
Mstep: Class 17 contains 127141 members 
Mstep: Class 18 contains 170175 members 
Mstep: Class 19 contains 88682 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 17337 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 19069 members 
Mstep: Class 25 contains 14722 members 
Mstep: Class 26 contains 21395 members 
Mstep: Class 27 contains 13395 members 
Mstep: Class 28 contains 33751 members 
Mstep: Class 29 contains 54031 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 17587 members 
Mstep: Class 32 contains 99964 members 
Mstep: Class 33 contains 1604 members 
Mstep: Class 34 contains 11233 members 
Mstep: Class 35 contains 5346 members 
Mstep: Class 36 contains 110007 members 
Mstep: Class 37 contains 4028 members 
Mstep: Class 38 contains 2073 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 5648 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1750 members 
Mstep: Class 43 contains 1087 members 
Mstep: Class 44 contains 136684 members 
Mstep: Class 45 contains 104397 members 
Mstep: Class 46 contains 4991 members 
Mstep: Class 47 contains 4209 members 
Mstep: Class 48 contains 5164 members 
Mstep: Class 49 contains 2175 members 
Mstep: Class 50 contains 1720 members 
Mstep: Class 51 contains 7910 members 
Mstep: Class 52 contains 13170 members 
Mstep: Class 53 contains 19353 members 
Mstep: Class 54 contains 1219 members 
Mstep: Class 55 contains 10754 members 
Mstep: Class 56 contains 5256 members 
Mstep: Class 57 contains 2496 members 
Mstep: Class 58 contains 4481 members 
Mstep: Class 59 contains 4995 members 
Mstep: Class 60 contains 4424 members 
Mstep: Class 61 contains 7316 members 
Mstep: Class 62 contains 2729 members 
Mstep: Class 63 contains 1345 members 
Mstep: Class 64 contains 2366 members 
Mstep: Class 65 contains 3525 members 
Mstep: Class 66 contains 7306 members 
Mstep: Class 67 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150786640.000000 Penalty: 239133.171875
Iteration 123Q: 68 clusters Score -1.507866e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 4669 members 
Mstep: Class 4 contains 12247 members 
Mstep: Class 5 contains 122917 members 
Mstep: Class 6 contains 163542 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 38369 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 20774 members 
Mstep: Class 11 contains 124940 members 
Mstep: Class 12 contains 44018 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 18697 members 
Mstep: Class 16 contains 573 members 
Mstep: Class 17 contains 127054 members 
Mstep: Class 18 contains 170134 members 
Mstep: Class 19 contains 88725 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 17348 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 19066 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 21432 members 
Mstep: Class 27 contains 13477 members 
Mstep: Class 28 contains 33699 members 
Mstep: Class 29 contains 53988 members 
Mstep: Class 30 contains 1516 members 
Mstep: Class 31 contains 17603 members 
Mstep: Class 32 contains 99950 members 
Mstep: Class 33 contains 1595 members 
Mstep: Class 34 contains 11248 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 109941 members 
Mstep: Class 37 contains 4025 members 
Mstep: Class 38 contains 2112 members 
Mstep: Class 39 contains 1790 members 
Mstep: Class 40 contains 5705 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1746 members 
Mstep: Class 43 contains 1087 members 
Mstep: Class 44 contains 136763 members 
Mstep: Class 45 contains 104327 members 
Mstep: Class 46 contains 4991 members 
Mstep: Class 47 contains 4220 members 
Mstep: Class 48 contains 5157 members 
Mstep: Class 49 contains 2174 members 
Mstep: Class 50 contains 1716 members 
Mstep: Class 51 contains 7929 members 
Mstep: Class 52 contains 13178 members 
Mstep: Class 53 contains 19359 members 
Mstep: Class 54 contains 1229 members 
Mstep: Class 55 contains 10470 members 
Mstep: Class 56 contains 5262 members 
Mstep: Class 57 contains 2513 members 
Mstep: Class 58 contains 4484 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 4682 members 
Mstep: Class 61 contains 7316 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 2361 members 
Mstep: Class 65 contains 3606 members 
Mstep: Class 66 contains 7330 members 
Mstep: Class 67 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150787232.000000 Penalty: 239133.171875
Iteration 124Q: 68 clusters Score -1.507872e+08 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 12245 members 
Mstep: Class 5 contains 122920 members 
Mstep: Class 6 contains 163528 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 38367 members 
Mstep: Class 9 contains 7618 members 
Mstep: Class 10 contains 20640 members 
Mstep: Class 11 contains 124954 members 
Mstep: Class 12 contains 44026 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 18695 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 126971 members 
Mstep: Class 18 contains 170103 members 
Mstep: Class 19 contains 88749 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 17359 members 
Mstep: Class 23 contains 6181 members 
Mstep: Class 24 contains 19061 members 
Mstep: Class 25 contains 14626 members 
Mstep: Class 26 contains 21459 members 
Mstep: Class 27 contains 13563 members 
Mstep: Class 28 contains 33682 members 
Mstep: Class 29 contains 53965 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 17627 members 
Mstep: Class 32 contains 99932 members 
Mstep: Class 33 contains 1585 members 
Mstep: Class 34 contains 11262 members 
Mstep: Class 35 contains 5335 members 
Mstep: Class 36 contains 109880 members 
Mstep: Class 37 contains 4025 members 
Mstep: Class 38 contains 2143 members 
Mstep: Class 39 contains 1791 members 
Mstep: Class 40 contains 5786 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1744 members 
Mstep: Class 43 contains 1081 members 
Mstep: Class 44 contains 136841 members 
Mstep: Class 45 contains 104277 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5154 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1726 members 
Mstep: Class 51 contains 7947 members 
Mstep: Class 52 contains 13158 members 
Mstep: Class 53 contains 19368 members 
Mstep: Class 54 contains 1238 members 
Mstep: Class 55 contains 10238 members 
Mstep: Class 56 contains 5259 members 
Mstep: Class 57 contains 2525 members 
Mstep: Class 58 contains 4475 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 4877 members 
Mstep: Class 61 contains 7315 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1298 members 
Mstep: Class 64 contains 2357 members 
Mstep: Class 65 contains 3666 members 
Mstep: Class 66 contains 7348 members 
Mstep: Class 67 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788112.000000 Penalty: 239133.171875
Iteration 125Q: 68 clusters Score -1.507881e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 122922 members 
Mstep: Class 6 contains 163509 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 38361 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 20535 members 
Mstep: Class 11 contains 124966 members 
Mstep: Class 12 contains 44036 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 4130 members 
Mstep: Class 15 contains 18695 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 126893 members 
Mstep: Class 18 contains 170070 members 
Mstep: Class 19 contains 88746 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 17371 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 19060 members 
Mstep: Class 25 contains 14601 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 13642 members 
Mstep: Class 28 contains 33671 members 
Mstep: Class 29 contains 53943 members 
Mstep: Class 30 contains 1591 members 
Mstep: Class 31 contains 17630 members 
Mstep: Class 32 contains 99915 members 
Mstep: Class 33 contains 1576 members 
Mstep: Class 34 contains 11286 members 
Mstep: Class 35 contains 5333 members 
Mstep: Class 36 contains 109846 members 
Mstep: Class 37 contains 4018 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 1790 members 
Mstep: Class 40 contains 5830 members 
Mstep: Class 41 contains 1124 members 
Mstep: Class 42 contains 1745 members 
Mstep: Class 43 contains 1080 members 
Mstep: Class 44 contains 136925 members 
Mstep: Class 45 contains 104230 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5152 members 
Mstep: Class 49 contains 2169 members 
Mstep: Class 50 contains 1732 members 
Mstep: Class 51 contains 7965 members 
Mstep: Class 52 contains 13148 members 
Mstep: Class 53 contains 19371 members 
Mstep: Class 54 contains 1242 members 
Mstep: Class 55 contains 10034 members 
Mstep: Class 56 contains 5253 members 
Mstep: Class 57 contains 2540 members 
Mstep: Class 58 contains 4474 members 
Mstep: Class 59 contains 4998 members 
Mstep: Class 60 contains 5053 members 
Mstep: Class 61 contains 7314 members 
Mstep: Class 62 contains 2736 members 
Mstep: Class 63 contains 1283 members 
Mstep: Class 64 contains 2351 members 
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Mstep: Class 66 contains 7372 members 
Mstep: Class 67 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788432.000000 Penalty: 239133.171875
Iteration 126Q: 68 clusters Score -1.507884e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 122918 members 
Mstep: Class 6 contains 163496 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 38361 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 20439 members 
Mstep: Class 11 contains 124974 members 
Mstep: Class 12 contains 44042 members 
Mstep: Class 13 contains 4138 members 
Mstep: Class 14 contains 4126 members 
Mstep: Class 15 contains 18693 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 126795 members 
Mstep: Class 18 contains 170049 members 
Mstep: Class 19 contains 88737 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17386 members 
Mstep: Class 23 contains 6176 members 
Mstep: Class 24 contains 19061 members 
Mstep: Class 25 contains 14586 members 
Mstep: Class 26 contains 21507 members 
Mstep: Class 27 contains 13702 members 
Mstep: Class 28 contains 33658 members 
Mstep: Class 29 contains 53915 members 
Mstep: Class 30 contains 1610 members 
Mstep: Class 31 contains 17634 members 
Mstep: Class 32 contains 99897 members 
Mstep: Class 33 contains 1567 members 
Mstep: Class 34 contains 11308 members 
Mstep: Class 35 contains 5332 members 
Mstep: Class 36 contains 109783 members 
Mstep: Class 37 contains 4017 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 1792 members 
Mstep: Class 40 contains 5884 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 137048 members 
Mstep: Class 45 contains 104213 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4229 members 
Mstep: Class 48 contains 5146 members 
Mstep: Class 49 contains 2169 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 7988 members 
Mstep: Class 52 contains 13148 members 
Mstep: Class 53 contains 19377 members 
Mstep: Class 54 contains 1245 members 
Mstep: Class 55 contains 9876 members 
Mstep: Class 56 contains 5249 members 
Mstep: Class 57 contains 2550 members 
Mstep: Class 58 contains 4467 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5184 members 
Mstep: Class 61 contains 7315 members 
Mstep: Class 62 contains 2736 members 
Mstep: Class 63 contains 1282 members 
Mstep: Class 64 contains 2350 members 
Mstep: Class 65 contains 3752 members 
Mstep: Class 66 contains 7386 members 
Mstep: Class 67 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788704.000000 Penalty: 239133.171875
Iteration 127Q: 68 clusters Score -1.507887e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 4731 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 122919 members 
Mstep: Class 6 contains 163478 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 38358 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 10 contains 20350 members 
Mstep: Class 11 contains 124986 members 
Mstep: Class 12 contains 44050 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 4124 members 
Mstep: Class 15 contains 18693 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 126632 members 
Mstep: Class 18 contains 170033 members 
Mstep: Class 19 contains 88728 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17399 members 
Mstep: Class 23 contains 6173 members 
Mstep: Class 24 contains 19048 members 
Mstep: Class 25 contains 14581 members 
Mstep: Class 26 contains 21516 members 
Mstep: Class 27 contains 13769 members 
Mstep: Class 28 contains 33646 members 
Mstep: Class 29 contains 53900 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 17645 members 
Mstep: Class 32 contains 99880 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 11327 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 109737 members 
Mstep: Class 37 contains 4014 members 
Mstep: Class 38 contains 2177 members 
Mstep: Class 39 contains 1791 members 
Mstep: Class 40 contains 5946 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1749 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 137199 members 
Mstep: Class 45 contains 104194 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5144 members 
Mstep: Class 49 contains 2167 members 
Mstep: Class 50 contains 1742 members 
Mstep: Class 51 contains 8009 members 
Mstep: Class 52 contains 13145 members 
Mstep: Class 53 contains 19387 members 
Mstep: Class 54 contains 1246 members 
Mstep: Class 55 contains 9756 members 
Mstep: Class 56 contains 5251 members 
Mstep: Class 57 contains 2560 members 
Mstep: Class 58 contains 4460 members 
Mstep: Class 59 contains 4995 members 
Mstep: Class 60 contains 5285 members 
Mstep: Class 61 contains 7316 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1279 members 
Mstep: Class 64 contains 2349 members 
Mstep: Class 65 contains 3787 members 
Mstep: Class 66 contains 7399 members 
Mstep: Class 67 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788976.000000 Penalty: 239133.171875
Iteration 128Q: 68 clusters Score -1.50789e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 122918 members 
Mstep: Class 6 contains 163469 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 38350 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 20241 members 
Mstep: Class 11 contains 124996 members 
Mstep: Class 12 contains 44062 members 
Mstep: Class 13 contains 4116 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18692 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 126475 members 
Mstep: Class 18 contains 170012 members 
Mstep: Class 19 contains 88710 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17416 members 
Mstep: Class 23 contains 6173 members 
Mstep: Class 24 contains 19037 members 
Mstep: Class 25 contains 14569 members 
Mstep: Class 26 contains 21534 members 
Mstep: Class 27 contains 13802 members 
Mstep: Class 28 contains 33639 members 
Mstep: Class 29 contains 53888 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 17653 members 
Mstep: Class 32 contains 99865 members 
Mstep: Class 33 contains 1551 members 
Mstep: Class 34 contains 11341 members 
Mstep: Class 35 contains 5324 members 
Mstep: Class 36 contains 109716 members 
Mstep: Class 37 contains 4006 members 
Mstep: Class 38 contains 2184 members 
Mstep: Class 39 contains 1791 members 
Mstep: Class 40 contains 6017 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1750 members 
Mstep: Class 43 contains 1080 members 
Mstep: Class 44 contains 137389 members 
Mstep: Class 45 contains 104184 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4229 members 
Mstep: Class 48 contains 5143 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1739 members 
Mstep: Class 51 contains 8029 members 
Mstep: Class 52 contains 13143 members 
Mstep: Class 53 contains 19390 members 
Mstep: Class 54 contains 1245 members 
Mstep: Class 55 contains 9661 members 
Mstep: Class 56 contains 5248 members 
Mstep: Class 57 contains 2567 members 
Mstep: Class 58 contains 4461 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5364 members 
Mstep: Class 61 contains 7314 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3811 members 
Mstep: Class 66 contains 7408 members 
Mstep: Class 67 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788896.000000 Penalty: 239133.171875
Iteration 129Q: 68 clusters Score -1.507889e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 4745 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 122927 members 
Mstep: Class 6 contains 163463 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 38332 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 20141 members 
Mstep: Class 11 contains 125007 members 
Mstep: Class 12 contains 44067 members 
Mstep: Class 13 contains 4110 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 126344 members 
Mstep: Class 18 contains 169990 members 
Mstep: Class 19 contains 88687 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17426 members 
Mstep: Class 23 contains 6173 members 
Mstep: Class 24 contains 19037 members 
Mstep: Class 25 contains 14568 members 
Mstep: Class 26 contains 21552 members 
Mstep: Class 27 contains 13829 members 
Mstep: Class 28 contains 33628 members 
Mstep: Class 29 contains 53874 members 
Mstep: Class 30 contains 1638 members 
Mstep: Class 31 contains 17661 members 
Mstep: Class 32 contains 99841 members 
Mstep: Class 33 contains 1549 members 
Mstep: Class 34 contains 11356 members 
Mstep: Class 35 contains 5319 members 
Mstep: Class 36 contains 109694 members 
Mstep: Class 37 contains 3999 members 
Mstep: Class 38 contains 2189 members 
Mstep: Class 39 contains 1791 members 
Mstep: Class 40 contains 6095 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 137540 members 
Mstep: Class 45 contains 104189 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4229 members 
Mstep: Class 48 contains 5142 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1737 members 
Mstep: Class 51 contains 8048 members 
Mstep: Class 52 contains 13138 members 
Mstep: Class 53 contains 19400 members 
Mstep: Class 54 contains 1246 members 
Mstep: Class 55 contains 9585 members 
Mstep: Class 56 contains 5244 members 
Mstep: Class 57 contains 2571 members 
Mstep: Class 58 contains 4457 members 
Mstep: Class 59 contains 5000 members 
Mstep: Class 60 contains 5430 members 
Mstep: Class 61 contains 7313 members 
Mstep: Class 62 contains 2732 members 
Mstep: Class 63 contains 1282 members 
Mstep: Class 64 contains 2340 members 
Mstep: Class 65 contains 3833 members 
Mstep: Class 66 contains 7414 members 
Mstep: Class 67 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789120.000000 Penalty: 239133.171875
Iteration 130Q: 68 clusters Score -1.507891e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 122925 members 
Mstep: Class 6 contains 163457 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38321 members 
Mstep: Class 9 contains 7645 members 
Mstep: Class 10 contains 20057 members 
Mstep: Class 11 contains 125013 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 17 contains 126180 members 
Mstep: Class 18 contains 169974 members 
Mstep: Class 19 contains 88647 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17439 members 
Mstep: Class 23 contains 6171 members 
Mstep: Class 24 contains 19036 members 
Mstep: Class 25 contains 14566 members 
Mstep: Class 26 contains 21565 members 
Mstep: Class 27 contains 13853 members 
Mstep: Class 28 contains 33627 members 
Mstep: Class 29 contains 53859 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 17665 members 
Mstep: Class 32 contains 99820 members 
Mstep: Class 33 contains 1548 members 
Mstep: Class 34 contains 11369 members 
Mstep: Class 35 contains 5314 members 
Mstep: Class 36 contains 109682 members 
Mstep: Class 37 contains 3997 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 1792 members 
Mstep: Class 40 contains 6152 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1079 members 
Mstep: Class 44 contains 137712 members 
Mstep: Class 45 contains 104213 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4229 members 
Mstep: Class 48 contains 5142 members 
Mstep: Class 49 contains 2167 members 
Mstep: Class 50 contains 1743 members 
Mstep: Class 51 contains 8067 members 
Mstep: Class 52 contains 13131 members 
Mstep: Class 53 contains 19406 members 
Mstep: Class 54 contains 1248 members 
Mstep: Class 55 contains 9536 members 
Mstep: Class 56 contains 5245 members 
Mstep: Class 57 contains 2575 members 
Mstep: Class 58 contains 4449 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5474 members 
Mstep: Class 61 contains 7313 members 
Mstep: Class 62 contains 2732 members 
Mstep: Class 63 contains 1281 members 
Mstep: Class 64 contains 2335 members 
Mstep: Class 65 contains 3849 members 
Mstep: Class 66 contains 7418 members 
Mstep: Class 67 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788960.000000 Penalty: 239133.171875
Iteration 131Q: 68 clusters Score -1.50789e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 12237 members 
Mstep: Class 5 contains 122930 members 
Mstep: Class 6 contains 163451 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38312 members 
Mstep: Class 9 contains 7652 members 
Mstep: Class 10 contains 19982 members 
Mstep: Class 11 contains 125018 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 565 members 
Mstep: Class 17 contains 126044 members 
Mstep: Class 18 contains 169968 members 
Mstep: Class 19 contains 88616 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17451 members 
Mstep: Class 23 contains 6169 members 
Mstep: Class 24 contains 19035 members 
Mstep: Class 25 contains 14561 members 
Mstep: Class 26 contains 21573 members 
Mstep: Class 27 contains 13874 members 
Mstep: Class 28 contains 33627 members 
Mstep: Class 29 contains 53845 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 17668 members 
Mstep: Class 32 contains 99811 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 11377 members 
Mstep: Class 35 contains 5306 members 
Mstep: Class 36 contains 109662 members 
Mstep: Class 37 contains 3998 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 1792 members 
Mstep: Class 40 contains 6208 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1080 members 
Mstep: Class 44 contains 137865 members 
Mstep: Class 45 contains 104225 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4229 members 
Mstep: Class 48 contains 5142 members 
Mstep: Class 49 contains 2167 members 
Mstep: Class 50 contains 1744 members 
Mstep: Class 51 contains 8082 members 
Mstep: Class 52 contains 13122 members 
Mstep: Class 53 contains 19404 members 
Mstep: Class 54 contains 1248 members 
Mstep: Class 55 contains 9495 members 
Mstep: Class 56 contains 5245 members 
Mstep: Class 57 contains 2582 members 
Mstep: Class 58 contains 4446 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5510 members 
Mstep: Class 61 contains 7313 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2332 members 
Mstep: Class 65 contains 3865 members 
Mstep: Class 66 contains 7420 members 
Mstep: Class 67 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789168.000000 Penalty: 239133.171875
Iteration 132Q: 68 clusters Score -1.507892e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 122932 members 
Mstep: Class 6 contains 163450 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38301 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 10 contains 19916 members 
Mstep: Class 11 contains 125025 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 565 members 
Mstep: Class 17 contains 125924 members 
Mstep: Class 18 contains 169959 members 
Mstep: Class 19 contains 88573 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17463 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 19027 members 
Mstep: Class 25 contains 14558 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 13899 members 
Mstep: Class 28 contains 33624 members 
Mstep: Class 29 contains 53835 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 17678 members 
Mstep: Class 32 contains 99799 members 
Mstep: Class 33 contains 1536 members 
Mstep: Class 34 contains 11381 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 36 contains 109655 members 
Mstep: Class 37 contains 3997 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6259 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1079 members 
Mstep: Class 44 contains 138006 members 
Mstep: Class 45 contains 104226 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4229 members 
Mstep: Class 48 contains 5141 members 
Mstep: Class 49 contains 2167 members 
Mstep: Class 50 contains 1751 members 
Mstep: Class 51 contains 8095 members 
Mstep: Class 52 contains 13113 members 
Mstep: Class 53 contains 19407 members 
Mstep: Class 54 contains 1248 members 
Mstep: Class 55 contains 9465 members 
Mstep: Class 56 contains 5247 members 
Mstep: Class 57 contains 2586 members 
Mstep: Class 58 contains 4441 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5540 members 
Mstep: Class 61 contains 7313 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2330 members 
Mstep: Class 65 contains 3879 members 
Mstep: Class 66 contains 7421 members 
Mstep: Class 67 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789104.000000 Penalty: 239133.171875
Iteration 133Q: 68 clusters Score -1.507891e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 122934 members 
Mstep: Class 6 contains 163445 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38289 members 
Mstep: Class 9 contains 7660 members 
Mstep: Class 10 contains 19867 members 
Mstep: Class 11 contains 125037 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 125792 members 
Mstep: Class 18 contains 169943 members 
Mstep: Class 19 contains 88507 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17474 members 
Mstep: Class 23 contains 6169 members 
Mstep: Class 24 contains 19022 members 
Mstep: Class 25 contains 14557 members 
Mstep: Class 26 contains 21600 members 
Mstep: Class 27 contains 13923 members 
Mstep: Class 28 contains 33620 members 
Mstep: Class 29 contains 53820 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 17689 members 
Mstep: Class 32 contains 99787 members 
Mstep: Class 33 contains 1534 members 
Mstep: Class 34 contains 11390 members 
Mstep: Class 35 contains 5297 members 
Mstep: Class 36 contains 109656 members 
Mstep: Class 37 contains 3996 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6296 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138130 members 
Mstep: Class 45 contains 104274 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5140 members 
Mstep: Class 49 contains 2167 members 
Mstep: Class 50 contains 1759 members 
Mstep: Class 51 contains 8104 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19411 members 
Mstep: Class 54 contains 1248 members 
Mstep: Class 55 contains 9438 members 
Mstep: Class 56 contains 5252 members 
Mstep: Class 57 contains 2588 members 
Mstep: Class 58 contains 4435 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5563 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2330 members 
Mstep: Class 65 contains 3887 members 
Mstep: Class 66 contains 7423 members 
Mstep: Class 67 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789152.000000 Penalty: 239133.171875
Iteration 134Q: 68 clusters Score -1.507892e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 122927 members 
Mstep: Class 6 contains 163438 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38284 members 
Mstep: Class 9 contains 7667 members 
Mstep: Class 10 contains 19811 members 
Mstep: Class 11 contains 125052 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 125664 members 
Mstep: Class 18 contains 169933 members 
Mstep: Class 19 contains 88435 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17488 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 19013 members 
Mstep: Class 25 contains 14554 members 
Mstep: Class 26 contains 21608 members 
Mstep: Class 27 contains 13936 members 
Mstep: Class 28 contains 33620 members 
Mstep: Class 29 contains 53800 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 17700 members 
Mstep: Class 32 contains 99775 members 
Mstep: Class 33 contains 1533 members 
Mstep: Class 34 contains 11396 members 
Mstep: Class 35 contains 5292 members 
Mstep: Class 36 contains 109657 members 
Mstep: Class 37 contains 3996 members 
Mstep: Class 38 contains 2192 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6342 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 138264 members 
Mstep: Class 45 contains 104326 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5139 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1762 members 
Mstep: Class 51 contains 8118 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19413 members 
Mstep: Class 54 contains 1248 members 
Mstep: Class 55 contains 9421 members 
Mstep: Class 56 contains 5253 members 
Mstep: Class 57 contains 2590 members 
Mstep: Class 58 contains 4430 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5574 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2330 members 
Mstep: Class 65 contains 3898 members 
Mstep: Class 66 contains 7423 members 
Mstep: Class 67 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788944.000000 Penalty: 239133.171875
Iteration 135Q: 68 clusters Score -1.507889e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 4824 members 
Mstep: Class 4 contains 12230 members 
Mstep: Class 5 contains 122925 members 
Mstep: Class 6 contains 163436 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38276 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 10 contains 19755 members 
Mstep: Class 11 contains 125065 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 4068 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18686 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 125529 members 
Mstep: Class 18 contains 169926 members 
Mstep: Class 19 contains 88378 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17497 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 19006 members 
Mstep: Class 25 contains 14555 members 
Mstep: Class 26 contains 21614 members 
Mstep: Class 27 contains 13955 members 
Mstep: Class 28 contains 33619 members 
Mstep: Class 29 contains 53785 members 
Mstep: Class 30 contains 1658 members 
Mstep: Class 31 contains 17705 members 
Mstep: Class 32 contains 99764 members 
Mstep: Class 33 contains 1530 members 
Mstep: Class 34 contains 11394 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 36 contains 109673 members 
Mstep: Class 37 contains 3995 members 
Mstep: Class 38 contains 2193 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 138368 members 
Mstep: Class 45 contains 104376 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5139 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1768 members 
Mstep: Class 51 contains 8129 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19416 members 
Mstep: Class 54 contains 1247 members 
Mstep: Class 55 contains 9398 members 
Mstep: Class 56 contains 5254 members 
Mstep: Class 57 contains 2595 members 
Mstep: Class 58 contains 4427 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5590 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2733 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2330 members 
Mstep: Class 65 contains 3905 members 
Mstep: Class 66 contains 7423 members 
Mstep: Class 67 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788864.000000 Penalty: 239133.171875
Iteration 136Q: 68 clusters Score -1.507889e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 12228 members 
Mstep: Class 5 contains 122924 members 
Mstep: Class 6 contains 163432 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 38269 members 
Mstep: Class 9 contains 7677 members 
Mstep: Class 10 contains 19711 members 
Mstep: Class 11 contains 125082 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 125373 members 
Mstep: Class 18 contains 169916 members 
Mstep: Class 19 contains 88338 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17498 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 19004 members 
Mstep: Class 25 contains 14554 members 
Mstep: Class 26 contains 21621 members 
Mstep: Class 27 contains 13983 members 
Mstep: Class 28 contains 33617 members 
Mstep: Class 29 contains 53770 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 17715 members 
Mstep: Class 32 contains 99752 members 
Mstep: Class 33 contains 1528 members 
Mstep: Class 34 contains 11396 members 
Mstep: Class 35 contains 5286 members 
Mstep: Class 36 contains 109689 members 
Mstep: Class 37 contains 3991 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6439 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138481 members 
Mstep: Class 45 contains 104421 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5139 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1770 members 
Mstep: Class 51 contains 8142 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19421 members 
Mstep: Class 54 contains 1247 members 
Mstep: Class 55 contains 9384 members 
Mstep: Class 56 contains 5253 members 
Mstep: Class 57 contains 2600 members 
Mstep: Class 58 contains 4421 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5600 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2330 members 
Mstep: Class 65 contains 3911 members 
Mstep: Class 66 contains 7423 members 
Mstep: Class 67 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788864.000000 Penalty: 239133.171875
Iteration 137Q: 68 clusters Score -1.507889e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122920 members 
Mstep: Class 6 contains 163431 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38261 members 
Mstep: Class 9 contains 7679 members 
Mstep: Class 10 contains 19668 members 
Mstep: Class 11 contains 125086 members 
Mstep: Class 12 contains 44091 members 
Mstep: Class 13 contains 4052 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18686 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 125212 members 
Mstep: Class 18 contains 169912 members 
Mstep: Class 19 contains 88308 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17504 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 19007 members 
Mstep: Class 25 contains 14553 members 
Mstep: Class 26 contains 21623 members 
Mstep: Class 27 contains 13995 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53756 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 17721 members 
Mstep: Class 32 contains 99738 members 
Mstep: Class 33 contains 1526 members 
Mstep: Class 34 contains 11403 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 109710 members 
Mstep: Class 37 contains 3990 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6478 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 138601 members 
Mstep: Class 45 contains 104459 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5138 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1773 members 
Mstep: Class 51 contains 8156 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19427 members 
Mstep: Class 54 contains 1247 members 
Mstep: Class 55 contains 9374 members 
Mstep: Class 56 contains 5252 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4418 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5608 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2330 members 
Mstep: Class 65 contains 3913 members 
Mstep: Class 66 contains 7424 members 
Mstep: Class 67 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789008.000000 Penalty: 239133.171875
Iteration 138Q: 68 clusters Score -1.50789e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122917 members 
Mstep: Class 6 contains 163429 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38258 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 10 contains 19635 members 
Mstep: Class 11 contains 125093 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18686 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 125067 members 
Mstep: Class 18 contains 169910 members 
Mstep: Class 19 contains 88293 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17507 members 
Mstep: Class 23 contains 6167 members 
Mstep: Class 24 contains 19006 members 
Mstep: Class 25 contains 14552 members 
Mstep: Class 26 contains 21623 members 
Mstep: Class 27 contains 14013 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53749 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 17727 members 
Mstep: Class 32 contains 99732 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 11403 members 
Mstep: Class 35 contains 5284 members 
Mstep: Class 36 contains 109730 members 
Mstep: Class 37 contains 3990 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6512 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1079 members 
Mstep: Class 44 contains 138689 members 
Mstep: Class 45 contains 104492 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5139 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1776 members 
Mstep: Class 51 contains 8167 members 
Mstep: Class 52 contains 13103 members 
Mstep: Class 53 contains 19431 members 
Mstep: Class 54 contains 1247 members 
Mstep: Class 55 contains 9365 members 
Mstep: Class 56 contains 5249 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4421 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5616 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2329 members 
Mstep: Class 65 contains 3913 members 
Mstep: Class 66 contains 7424 members 
Mstep: Class 67 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150788960.000000 Penalty: 239133.171875
Iteration 139Q: 68 clusters Score -1.50789e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122914 members 
Mstep: Class 6 contains 163428 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38254 members 
Mstep: Class 9 contains 7685 members 
Mstep: Class 10 contains 19617 members 
Mstep: Class 11 contains 125103 members 
Mstep: Class 12 contains 44091 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 124967 members 
Mstep: Class 18 contains 169906 members 
Mstep: Class 19 contains 88275 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 23 contains 6165 members 
Mstep: Class 24 contains 18999 members 
Mstep: Class 25 contains 14551 members 
Mstep: Class 26 contains 21626 members 
Mstep: Class 27 contains 14020 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53742 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 17730 members 
Mstep: Class 32 contains 99724 members 
Mstep: Class 33 contains 1521 members 
Mstep: Class 34 contains 11401 members 
Mstep: Class 35 contains 5282 members 
Mstep: Class 36 contains 109740 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2194 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6537 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1079 members 
Mstep: Class 44 contains 138747 members 
Mstep: Class 45 contains 104525 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5137 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1777 members 
Mstep: Class 51 contains 8179 members 
Mstep: Class 52 contains 13102 members 
Mstep: Class 53 contains 19431 members 
Mstep: Class 54 contains 1247 members 
Mstep: Class 55 contains 9351 members 
Mstep: Class 56 contains 5251 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4420 members 
Mstep: Class 59 contains 5001 members 
Mstep: Class 60 contains 5630 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2328 members 
Mstep: Class 65 contains 3917 members 
Mstep: Class 66 contains 7424 members 
Mstep: Class 67 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789184.000000 Penalty: 239133.171875
Iteration 140F: 68 clusters Score -1.507892e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 4863 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122913 members 
Mstep: Class 6 contains 163427 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 38247 members 
Mstep: Class 9 contains 7687 members 
Mstep: Class 10 contains 19593 members 
Mstep: Class 11 contains 125111 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 17 contains 124881 members 
Mstep: Class 18 contains 169904 members 
Mstep: Class 19 contains 88259 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17520 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 18996 members 
Mstep: Class 25 contains 14551 members 
Mstep: Class 26 contains 21627 members 
Mstep: Class 27 contains 14020 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53733 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 17733 members 
Mstep: Class 32 contains 99719 members 
Mstep: Class 33 contains 1517 members 
Mstep: Class 34 contains 11404 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 36 contains 109772 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2195 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6547 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138778 members 
Mstep: Class 45 contains 104558 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5135 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1765 members 
Mstep: Class 51 contains 8190 members 
Mstep: Class 52 contains 13102 members 
Mstep: Class 53 contains 19432 members 
Mstep: Class 54 contains 1249 members 
Mstep: Class 55 contains 9342 members 
Mstep: Class 56 contains 5258 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4423 members 
Mstep: Class 59 contains 5000 members 
Mstep: Class 60 contains 5638 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3918 members 
Mstep: Class 66 contains 7424 members 
Mstep: Class 67 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789392.000000 Penalty: 239133.171875
Iteration 141Q: 68 clusters Score -1.507894e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 4875 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122910 members 
Mstep: Class 6 contains 163427 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 38242 members 
Mstep: Class 9 contains 7688 members 
Mstep: Class 10 contains 19564 members 
Mstep: Class 11 contains 125111 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18687 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 124789 members 
Mstep: Class 18 contains 169902 members 
Mstep: Class 19 contains 88229 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6163 members 
Mstep: Class 24 contains 18992 members 
Mstep: Class 25 contains 14545 members 
Mstep: Class 26 contains 21630 members 
Mstep: Class 27 contains 14022 members 
Mstep: Class 28 contains 33617 members 
Mstep: Class 29 contains 53730 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 17737 members 
Mstep: Class 32 contains 99710 members 
Mstep: Class 33 contains 1513 members 
Mstep: Class 34 contains 11408 members 
Mstep: Class 35 contains 5280 members 
Mstep: Class 36 contains 109806 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2197 members 
Mstep: Class 39 contains 1793 members 
Mstep: Class 40 contains 6568 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1079 members 
Mstep: Class 44 contains 138823 members 
Mstep: Class 45 contains 104584 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5133 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1761 members 
Mstep: Class 51 contains 8206 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19432 members 
Mstep: Class 54 contains 1255 members 
Mstep: Class 55 contains 9335 members 
Mstep: Class 56 contains 5267 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4421 members 
Mstep: Class 59 contains 4999 members 
Mstep: Class 60 contains 5645 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3919 members 
Mstep: Class 66 contains 7424 members 
Mstep: Class 67 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789232.000000 Penalty: 239133.171875
Iteration 142Q: 68 clusters Score -1.507892e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 4879 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122908 members 
Mstep: Class 6 contains 163423 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 38239 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 19548 members 
Mstep: Class 11 contains 125118 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 562 members 
Mstep: Class 17 contains 124726 members 
Mstep: Class 18 contains 169901 members 
Mstep: Class 19 contains 88175 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17519 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 18993 members 
Mstep: Class 25 contains 14542 members 
Mstep: Class 26 contains 21631 members 
Mstep: Class 27 contains 14014 members 
Mstep: Class 28 contains 33618 members 
Mstep: Class 29 contains 53725 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 17739 members 
Mstep: Class 32 contains 99702 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 11411 members 
Mstep: Class 35 contains 5278 members 
Mstep: Class 36 contains 109813 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 6579 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138857 members 
Mstep: Class 45 contains 104660 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5133 members 
Mstep: Class 49 contains 2166 members 
Mstep: Class 50 contains 1754 members 
Mstep: Class 51 contains 8216 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19435 members 
Mstep: Class 54 contains 1262 members 
Mstep: Class 55 contains 9328 members 
Mstep: Class 56 contains 5274 members 
Mstep: Class 57 contains 2600 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 4999 members 
Mstep: Class 60 contains 5652 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3926 members 
Mstep: Class 66 contains 7424 members 
Mstep: Class 67 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789296.000000 Penalty: 239133.171875
Iteration 143Q: 68 clusters Score -1.507893e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 4881 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122906 members 
Mstep: Class 6 contains 163421 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 38235 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 19526 members 
Mstep: Class 11 contains 125123 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 124662 members 
Mstep: Class 18 contains 169897 members 
Mstep: Class 19 contains 88121 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17518 members 
Mstep: Class 23 contains 6163 members 
Mstep: Class 24 contains 18992 members 
Mstep: Class 25 contains 14543 members 
Mstep: Class 26 contains 21635 members 
Mstep: Class 27 contains 14013 members 
Mstep: Class 28 contains 33620 members 
Mstep: Class 29 contains 53718 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 17742 members 
Mstep: Class 32 contains 99690 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 11410 members 
Mstep: Class 35 contains 5272 members 
Mstep: Class 36 contains 109831 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 6590 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 138892 members 
Mstep: Class 45 contains 104727 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5133 members 
Mstep: Class 49 contains 2167 members 
Mstep: Class 50 contains 1745 members 
Mstep: Class 51 contains 8231 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19439 members 
Mstep: Class 54 contains 1266 members 
Mstep: Class 55 contains 9323 members 
Mstep: Class 56 contains 5278 members 
Mstep: Class 57 contains 2600 members 
Mstep: Class 58 contains 4405 members 
Mstep: Class 59 contains 4999 members 
Mstep: Class 60 contains 5657 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3933 members 
Mstep: Class 66 contains 7425 members 
Mstep: Class 67 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789200.000000 Penalty: 239133.171875
Iteration 144Q: 68 clusters Score -1.507892e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122904 members 
Mstep: Class 6 contains 163419 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 38232 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 19504 members 
Mstep: Class 11 contains 125127 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 559 members 
Mstep: Class 17 contains 124598 members 
Mstep: Class 18 contains 169893 members 
Mstep: Class 19 contains 88079 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17517 members 
Mstep: Class 23 contains 6162 members 
Mstep: Class 24 contains 18990 members 
Mstep: Class 25 contains 14542 members 
Mstep: Class 26 contains 21641 members 
Mstep: Class 27 contains 14011 members 
Mstep: Class 28 contains 33620 members 
Mstep: Class 29 contains 53713 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 17744 members 
Mstep: Class 32 contains 99683 members 
Mstep: Class 33 contains 1502 members 
Mstep: Class 34 contains 11411 members 
Mstep: Class 35 contains 5267 members 
Mstep: Class 36 contains 109837 members 
Mstep: Class 37 contains 3990 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1794 members 
Mstep: Class 40 contains 6603 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138926 members 
Mstep: Class 45 contains 104790 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5134 members 
Mstep: Class 49 contains 2169 members 
Mstep: Class 50 contains 1742 members 
Mstep: Class 51 contains 8244 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19440 members 
Mstep: Class 54 contains 1266 members 
Mstep: Class 55 contains 9320 members 
Mstep: Class 56 contains 5282 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 4998 members 
Mstep: Class 60 contains 5659 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3933 members 
Mstep: Class 66 contains 7425 members 
Mstep: Class 67 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789088.000000 Penalty: 239133.171875
Iteration 145Q: 68 clusters Score -1.507891e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 4884 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122904 members 
Mstep: Class 6 contains 163417 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 38230 members 
Mstep: Class 9 contains 7699 members 
Mstep: Class 10 contains 19490 members 
Mstep: Class 11 contains 125130 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 558 members 
Mstep: Class 17 contains 124527 members 
Mstep: Class 18 contains 169890 members 
Mstep: Class 19 contains 88051 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17516 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 18990 members 
Mstep: Class 25 contains 14541 members 
Mstep: Class 26 contains 21645 members 
Mstep: Class 27 contains 14024 members 
Mstep: Class 28 contains 33621 members 
Mstep: Class 29 contains 53708 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 17745 members 
Mstep: Class 32 contains 99669 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 11415 members 
Mstep: Class 35 contains 5264 members 
Mstep: Class 36 contains 109841 members 
Mstep: Class 37 contains 3991 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1795 members 
Mstep: Class 40 contains 6609 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138951 members 
Mstep: Class 45 contains 104839 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5134 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1736 members 
Mstep: Class 51 contains 8266 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19442 members 
Mstep: Class 54 contains 1271 members 
Mstep: Class 55 contains 9318 members 
Mstep: Class 56 contains 5287 members 
Mstep: Class 57 contains 2600 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5660 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3935 members 
Mstep: Class 66 contains 7425 members 
Mstep: Class 67 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789024.000000 Penalty: 239133.171875
Iteration 146Q: 68 clusters Score -1.50789e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5960 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122904 members 
Mstep: Class 6 contains 163417 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 38229 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 19472 members 
Mstep: Class 11 contains 125131 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 124461 members 
Mstep: Class 18 contains 169884 members 
Mstep: Class 19 contains 88032 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17516 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 18984 members 
Mstep: Class 25 contains 14540 members 
Mstep: Class 26 contains 21648 members 
Mstep: Class 27 contains 14036 members 
Mstep: Class 28 contains 33622 members 
Mstep: Class 29 contains 53706 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99656 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 11419 members 
Mstep: Class 35 contains 5264 members 
Mstep: Class 36 contains 109840 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2198 members 
Mstep: Class 39 contains 1795 members 
Mstep: Class 40 contains 6614 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138962 members 
Mstep: Class 45 contains 104899 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5134 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1731 members 
Mstep: Class 51 contains 8286 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19444 members 
Mstep: Class 54 contains 1272 members 
Mstep: Class 55 contains 9319 members 
Mstep: Class 56 contains 5292 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 4998 members 
Mstep: Class 60 contains 5659 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1279 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3940 members 
Mstep: Class 66 contains 7425 members 
Mstep: Class 67 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789184.000000 Penalty: 239133.171875
Iteration 147Q: 68 clusters Score -1.507892e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122902 members 
Mstep: Class 6 contains 163415 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 38229 members 
Mstep: Class 9 contains 7704 members 
Mstep: Class 10 contains 19466 members 
Mstep: Class 11 contains 125133 members 
Mstep: Class 12 contains 44090 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 124387 members 
Mstep: Class 18 contains 169881 members 
Mstep: Class 19 contains 87994 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17517 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 18983 members 
Mstep: Class 25 contains 14536 members 
Mstep: Class 26 contains 21650 members 
Mstep: Class 27 contains 14050 members 
Mstep: Class 28 contains 33624 members 
Mstep: Class 29 contains 53702 members 
Mstep: Class 30 contains 1677 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99645 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 11420 members 
Mstep: Class 35 contains 5263 members 
Mstep: Class 36 contains 109837 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1795 members 
Mstep: Class 40 contains 6619 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 139000 members 
Mstep: Class 45 contains 104953 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5131 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1726 members 
Mstep: Class 51 contains 8304 members 
Mstep: Class 52 contains 13101 members 
Mstep: Class 53 contains 19445 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9318 members 
Mstep: Class 56 contains 5296 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 4998 members 
Mstep: Class 60 contains 5660 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1278 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3939 members 
Mstep: Class 66 contains 7426 members 
Mstep: Class 67 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789248.000000 Penalty: 239133.171875
Iteration 148Q: 68 clusters Score -1.507892e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5960 members 
Mstep: Class 3 contains 4899 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122903 members 
Mstep: Class 6 contains 163414 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 38226 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 19464 members 
Mstep: Class 11 contains 125135 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 124333 members 
Mstep: Class 18 contains 169879 members 
Mstep: Class 19 contains 87977 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17518 members 
Mstep: Class 23 contains 6161 members 
Mstep: Class 24 contains 18984 members 
Mstep: Class 25 contains 14534 members 
Mstep: Class 26 contains 21650 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33625 members 
Mstep: Class 29 contains 53695 members 
Mstep: Class 30 contains 1680 members 
Mstep: Class 31 contains 17752 members 
Mstep: Class 32 contains 99634 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 11416 members 
Mstep: Class 35 contains 5262 members 
Mstep: Class 36 contains 109844 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2198 members 
Mstep: Class 39 contains 1795 members 
Mstep: Class 40 contains 6623 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139010 members 
Mstep: Class 45 contains 104987 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1725 members 
Mstep: Class 51 contains 8317 members 
Mstep: Class 52 contains 13100 members 
Mstep: Class 53 contains 19447 members 
Mstep: Class 54 contains 1275 members 
Mstep: Class 55 contains 9318 members 
Mstep: Class 56 contains 5306 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4400 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5659 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1279 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3943 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789424.000000 Penalty: 239133.171875
Iteration 149Q: 68 clusters Score -1.507894e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122901 members 
Mstep: Class 6 contains 163409 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 19454 members 
Mstep: Class 11 contains 125141 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 124264 members 
Mstep: Class 18 contains 169875 members 
Mstep: Class 19 contains 87979 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 17518 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 18983 members 
Mstep: Class 25 contains 14533 members 
Mstep: Class 26 contains 21651 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33624 members 
Mstep: Class 29 contains 53692 members 
Mstep: Class 30 contains 1685 members 
Mstep: Class 31 contains 17755 members 
Mstep: Class 32 contains 99625 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11417 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109843 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1796 members 
Mstep: Class 40 contains 6628 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1074 members 
Mstep: Class 44 contains 139030 members 
Mstep: Class 45 contains 105029 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1725 members 
Mstep: Class 51 contains 8323 members 
Mstep: Class 52 contains 13100 members 
Mstep: Class 53 contains 19450 members 
Mstep: Class 54 contains 1275 members 
Mstep: Class 55 contains 9317 members 
Mstep: Class 56 contains 5314 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5661 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1280 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3949 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789360.000000 Penalty: 239133.171875
Iteration 150Q: 68 clusters Score -1.507894e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 4902 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122896 members 
Mstep: Class 6 contains 163405 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 38221 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19436 members 
Mstep: Class 11 contains 125144 members 
Mstep: Class 12 contains 44096 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 124214 members 
Mstep: Class 18 contains 169872 members 
Mstep: Class 19 contains 87969 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17518 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18984 members 
Mstep: Class 25 contains 14532 members 
Mstep: Class 26 contains 21654 members 
Mstep: Class 27 contains 14053 members 
Mstep: Class 28 contains 33624 members 
Mstep: Class 29 contains 53689 members 
Mstep: Class 30 contains 1688 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99620 members 
Mstep: Class 33 contains 1495 members 
Mstep: Class 34 contains 11423 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109841 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6636 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1074 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105086 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1727 members 
Mstep: Class 51 contains 8331 members 
Mstep: Class 52 contains 13099 members 
Mstep: Class 53 contains 19451 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9317 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4397 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5661 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1279 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3957 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789200.000000 Penalty: 239133.171875
Iteration 151Q: 68 clusters Score -1.507892e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 4 contains 12228 members 
Mstep: Class 5 contains 122889 members 
Mstep: Class 6 contains 163397 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19416 members 
Mstep: Class 11 contains 125152 members 
Mstep: Class 12 contains 44098 members 
Mstep: Class 13 contains 3980 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 124166 members 
Mstep: Class 18 contains 169868 members 
Mstep: Class 19 contains 87966 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17520 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18988 members 
Mstep: Class 25 contains 14533 members 
Mstep: Class 26 contains 21658 members 
Mstep: Class 27 contains 14054 members 
Mstep: Class 28 contains 33625 members 
Mstep: Class 29 contains 53687 members 
Mstep: Class 30 contains 1692 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99619 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11428 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109850 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6643 members 
Mstep: Class 41 contains 1119 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139046 members 
Mstep: Class 45 contains 105130 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1728 members 
Mstep: Class 51 contains 8338 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19451 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9317 members 
Mstep: Class 56 contains 5314 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4397 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5661 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1277 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3959 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789248.000000 Penalty: 239133.171875
Iteration 152Q: 68 clusters Score -1.507892e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5957 members 
Mstep: Class 3 contains 4906 members 
Mstep: Class 4 contains 12228 members 
Mstep: Class 5 contains 122889 members 
Mstep: Class 6 contains 163390 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 38219 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19404 members 
Mstep: Class 11 contains 125156 members 
Mstep: Class 12 contains 44102 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 124107 members 
Mstep: Class 18 contains 169865 members 
Mstep: Class 19 contains 87947 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18988 members 
Mstep: Class 25 contains 14534 members 
Mstep: Class 26 contains 21661 members 
Mstep: Class 27 contains 14056 members 
Mstep: Class 28 contains 33623 members 
Mstep: Class 29 contains 53685 members 
Mstep: Class 30 contains 1700 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99615 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11431 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109852 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 2198 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 6653 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139070 members 
Mstep: Class 45 contains 105177 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8340 members 
Mstep: Class 52 contains 13098 members 
Mstep: Class 53 contains 19456 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9318 members 
Mstep: Class 56 contains 5315 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4397 members 
Mstep: Class 59 contains 4997 members 
Mstep: Class 60 contains 5660 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1274 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3959 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789216.000000 Penalty: 239133.171875
Iteration 153Q: 68 clusters Score -1.507892e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 4914 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122888 members 
Mstep: Class 6 contains 163388 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19402 members 
Mstep: Class 11 contains 125160 members 
Mstep: Class 12 contains 44103 members 
Mstep: Class 13 contains 3969 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 124054 members 
Mstep: Class 18 contains 169861 members 
Mstep: Class 19 contains 87918 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17521 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18982 members 
Mstep: Class 25 contains 14530 members 
Mstep: Class 26 contains 21665 members 
Mstep: Class 27 contains 14056 members 
Mstep: Class 28 contains 33623 members 
Mstep: Class 29 contains 53685 members 
Mstep: Class 30 contains 1706 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99612 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11432 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109848 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 2198 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 6659 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139087 members 
Mstep: Class 45 contains 105238 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8342 members 
Mstep: Class 52 contains 13098 members 
Mstep: Class 53 contains 19460 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9318 members 
Mstep: Class 56 contains 5318 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4397 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5660 members 
Mstep: Class 61 contains 7312 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1274 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3959 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789104.000000 Penalty: 239133.171875
Iteration 154Q: 68 clusters Score -1.507891e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 4922 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122887 members 
Mstep: Class 6 contains 163387 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19394 members 
Mstep: Class 11 contains 125160 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 3964 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 124012 members 
Mstep: Class 18 contains 169856 members 
Mstep: Class 19 contains 87892 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18981 members 
Mstep: Class 25 contains 14528 members 
Mstep: Class 26 contains 21667 members 
Mstep: Class 27 contains 14055 members 
Mstep: Class 28 contains 33623 members 
Mstep: Class 29 contains 53685 members 
Mstep: Class 30 contains 1706 members 
Mstep: Class 31 contains 17752 members 
Mstep: Class 32 contains 99608 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11436 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109851 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 6668 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139097 members 
Mstep: Class 45 contains 105289 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8343 members 
Mstep: Class 52 contains 13098 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9317 members 
Mstep: Class 56 contains 5320 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4396 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5660 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1273 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3959 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789184.000000 Penalty: 239133.171875
Iteration 155Q: 68 clusters Score -1.507892e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122886 members 
Mstep: Class 6 contains 163383 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19391 members 
Mstep: Class 11 contains 125163 members 
Mstep: Class 12 contains 44109 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123972 members 
Mstep: Class 18 contains 169853 members 
Mstep: Class 19 contains 87863 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17523 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18981 members 
Mstep: Class 25 contains 14523 members 
Mstep: Class 26 contains 21669 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33623 members 
Mstep: Class 29 contains 53684 members 
Mstep: Class 30 contains 1709 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99606 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11438 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109860 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6676 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139086 members 
Mstep: Class 45 contains 105353 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8343 members 
Mstep: Class 52 contains 13098 members 
Mstep: Class 53 contains 19464 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9316 members 
Mstep: Class 56 contains 5314 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4396 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5661 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1272 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3960 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789184.000000 Penalty: 239133.171875
Iteration 156Q: 68 clusters Score -1.507892e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122885 members 
Mstep: Class 6 contains 163381 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19390 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44111 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123943 members 
Mstep: Class 18 contains 169851 members 
Mstep: Class 19 contains 87845 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17523 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18982 members 
Mstep: Class 25 contains 14521 members 
Mstep: Class 26 contains 21671 members 
Mstep: Class 27 contains 14057 members 
Mstep: Class 28 contains 33621 members 
Mstep: Class 29 contains 53684 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99606 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109865 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6680 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139070 members 
Mstep: Class 45 contains 105407 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8344 members 
Mstep: Class 52 contains 13099 members 
Mstep: Class 53 contains 19464 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5315 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4396 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1269 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3961 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789248.000000 Penalty: 239133.171875
Iteration 157Q: 68 clusters Score -1.507892e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163379 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19389 members 
Mstep: Class 11 contains 125165 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123921 members 
Mstep: Class 18 contains 169849 members 
Mstep: Class 19 contains 87829 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 18984 members 
Mstep: Class 25 contains 14517 members 
Mstep: Class 26 contains 21673 members 
Mstep: Class 27 contains 14055 members 
Mstep: Class 28 contains 33618 members 
Mstep: Class 29 contains 53684 members 
Mstep: Class 30 contains 1717 members 
Mstep: Class 31 contains 17752 members 
Mstep: Class 32 contains 99607 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11439 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109874 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6682 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139056 members 
Mstep: Class 45 contains 105447 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8348 members 
Mstep: Class 52 contains 13099 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5318 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4395 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2734 members 
Mstep: Class 63 contains 1268 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3963 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789328.000000 Penalty: 239133.171875
Iteration 158Q: 68 clusters Score -1.507893e+08 nChanged 303
Entering ConstructFrom: 
Score: -150789328.000000 Penalty: 239133.171875
Entering ConstructFrom: 
Trying to split cluster 1 (9307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Entering Unmasked Estep 
Score: -718868.375000 Penalty: 2266.353516
	Iteration 0F: 2 clusters Score -718868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -711688.875000 Penalty: 4532.707031
	Iteration 0F: 3 clusters Score -711688.9 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -713710.250000 Penalty: 4532.707031
	Iteration 1F: 3 clusters Score -713710.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -714091.750000 Penalty: 4532.707031
	Iteration 2F: 3 clusters Score -714091.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -714496.000000 Penalty: 4532.707031
	Iteration 3F: 3 clusters Score -714496 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -714928.687500 Penalty: 4532.707031
	Iteration 4F: 3 clusters Score -714928.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -715424.937500 Penalty: 4532.707031
	Iteration 5F: 3 clusters Score -715424.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -715958.312500 Penalty: 4532.707031
	Iteration 6F: 3 clusters Score -715958.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -716412.500000 Penalty: 4532.707031
	Iteration 7F: 3 clusters Score -716412.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -716768.750000 Penalty: 4532.707031
	Iteration 8Q: 3 clusters Score -716768.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -716983.562500 Penalty: 4532.707031
	Iteration 9Q: 3 clusters Score -716983.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -717109.562500 Penalty: 4532.707031
	Iteration 10Q: 3 clusters Score -717109.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -717197.562500 Penalty: 4532.707031
	Iteration 11Q: 3 clusters Score -717197.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -717245.687500 Penalty: 4532.707031
	Iteration 12Q: 3 clusters Score -717245.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -717300.750000 Penalty: 4532.707031
	Iteration 13Q: 3 clusters Score -717300.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -717374.062500 Penalty: 4532.707031
	Iteration 14Q: 3 clusters Score -717374.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -717480.812500 Penalty: 4532.707031
	Iteration 15Q: 3 clusters Score -717480.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -717571.750000 Penalty: 4532.707031
	Iteration 16Q: 3 clusters Score -717571.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -717641.000000 Penalty: 4532.707031
	Iteration 17Q: 3 clusters Score -717641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -717683.250000 Penalty: 4532.707031
	Iteration 18Q: 3 clusters Score -717683.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -717720.937500 Penalty: 4532.707031
	Iteration 19Q: 3 clusters Score -717720.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -717746.625000 Penalty: 4532.707031
	Iteration 20F: 3 clusters Score -717746.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -717768.250000 Penalty: 4532.707031
	Iteration 21Q: 3 clusters Score -717768.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -717790.687500 Penalty: 4532.707031
	Iteration 22Q: 3 clusters Score -717790.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -717829.250000 Penalty: 4532.707031
	Iteration 23Q: 3 clusters Score -717829.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -717866.875000 Penalty: 4532.707031
	Iteration 24Q: 3 clusters Score -717866.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -717880.750000 Penalty: 4532.707031
	Iteration 25Q: 3 clusters Score -717880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -717888.625000 Penalty: 4532.707031
	Iteration 26Q: 3 clusters Score -717888.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -717894.812500 Penalty: 4532.707031
	Iteration 27Q: 3 clusters Score -717894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -717898.812500 Penalty: 4532.707031
	Iteration 28Q: 3 clusters Score -717898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -717901.125000 Penalty: 4532.707031
	Iteration 29Q: 3 clusters Score -717901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -717901.187500 Penalty: 4532.707031
	Iteration 30Q: 3 clusters Score -717901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -717902.500000 Penalty: 4532.707031
	Iteration 31Q: 3 clusters Score -717902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -717902.812500 Penalty: 4532.707031
	Iteration 32Q: 3 clusters Score -717902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -717902.500000 Penalty: 4532.707031
	Iteration 33Q: 3 clusters Score -717902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -717902.437500 Penalty: 4532.707031
	Iteration 34Q: 3 clusters Score -717902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -717902.437500 Penalty: 4532.707031
	Iteration 35F: 3 clusters Score -717902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -451543.531250 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -451543.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -446420.156250 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -446420.2 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -447779.562500 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -447779.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -448086.187500 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -448086.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -448358.125000 Penalty: 4311.058594
	Iteration 3F: 3 clusters Score -448358.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -448662.687500 Penalty: 4311.058594
	Iteration 4F: 3 clusters Score -448662.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -449051.312500 Penalty: 4311.058594
	Iteration 5Q: 3 clusters Score -449051.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -449435.781250 Penalty: 4311.058594
	Iteration 6F: 3 clusters Score -449435.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -449821.406250 Penalty: 4311.058594
	Iteration 7F: 3 clusters Score -449821.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -450178.781250 Penalty: 4311.058594
	Iteration 8F: 3 clusters Score -450178.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -450489.875000 Penalty: 4311.058594
	Iteration 9F: 3 clusters Score -450489.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -450731.406250 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -450731.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -450907.406250 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -450907.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -451010.968750 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -451011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -451053.531250 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -451053.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -451088.625000 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -451088.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -451110.218750 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -451110.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -451123.125000 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -451123.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -451129.031250 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -451129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -451134.468750 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -451134.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -451138.500000 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -451138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -451141.250000 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -451141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -451143.000000 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -451143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -451144.437500 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -451144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -451144.875000 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -451144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -451146.250000 Penalty: 4311.058594
	Iteration 24Q: 3 clusters Score -451146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -451146.343750 Penalty: 4311.058594
	Iteration 25Q: 3 clusters Score -451146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -451146.343750 Penalty: 4311.058594
	Iteration 26Q: 3 clusters Score -451146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -451146.343750 Penalty: 4311.058594
	Iteration 27F: 3 clusters Score -451146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -339261.843750 Penalty: 2109.821533
	Iteration 0F: 2 clusters Score -339261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -334779.312500 Penalty: 4219.643066
	Iteration 0F: 3 clusters Score -334779.3 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -335966.343750 Penalty: 4219.643066
	Iteration 1F: 3 clusters Score -335966.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -336242.781250 Penalty: 4219.643066
	Iteration 2F: 3 clusters Score -336242.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -336420.968750 Penalty: 4219.643066
	Iteration 3F: 3 clusters Score -336421 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -336592.718750 Penalty: 4219.643066
	Iteration 4Q: 3 clusters Score -336592.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -336740.812500 Penalty: 4219.643066
	Iteration 5Q: 3 clusters Score -336740.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -336857.500000 Penalty: 4219.643066
	Iteration 6Q: 3 clusters Score -336857.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -336964.843750 Penalty: 4219.643066
	Iteration 7Q: 3 clusters Score -336964.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -337070.000000 Penalty: 4219.643066
	Iteration 8Q: 3 clusters Score -337070 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -337182.343750 Penalty: 4219.643066
	Iteration 9Q: 3 clusters Score -337182.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -337286.375000 Penalty: 4219.643066
	Iteration 10Q: 3 clusters Score -337286.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -337385.031250 Penalty: 4219.643066
	Iteration 11Q: 3 clusters Score -337385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -337471.500000 Penalty: 4219.643066
	Iteration 12Q: 3 clusters Score -337471.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -337548.062500 Penalty: 4219.643066
	Iteration 13Q: 3 clusters Score -337548.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -337605.531250 Penalty: 4219.643066
	Iteration 14Q: 3 clusters Score -337605.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -337646.218750 Penalty: 4219.643066
	Iteration 15Q: 3 clusters Score -337646.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -337683.468750 Penalty: 4219.643066
	Iteration 16Q: 3 clusters Score -337683.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -337711.968750 Penalty: 4219.643066
	Iteration 17Q: 3 clusters Score -337712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -337740.750000 Penalty: 4219.643066
	Iteration 18Q: 3 clusters Score -337740.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -337769.593750 Penalty: 4219.643066
	Iteration 19Q: 3 clusters Score -337769.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -337799.562500 Penalty: 4219.643066
	Iteration 20F: 3 clusters Score -337799.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -337832.937500 Penalty: 4219.643066
	Iteration 21Q: 3 clusters Score -337832.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -337863.093750 Penalty: 4219.643066
	Iteration 22Q: 3 clusters Score -337863.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -337892.500000 Penalty: 4219.643066
	Iteration 23Q: 3 clusters Score -337892.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -337920.687500 Penalty: 4219.643066
	Iteration 24Q: 3 clusters Score -337920.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -337951.156250 Penalty: 4219.643066
	Iteration 25Q: 3 clusters Score -337951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -337979.656250 Penalty: 4219.643066
	Iteration 26Q: 3 clusters Score -337979.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -338003.125000 Penalty: 4219.643066
	Iteration 27Q: 3 clusters Score -338003.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -338024.000000 Penalty: 4219.643066
	Iteration 28Q: 3 clusters Score -338024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -338030.968750 Penalty: 4219.643066
	Iteration 29Q: 3 clusters Score -338031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -338035.781250 Penalty: 4219.643066
	Iteration 30Q: 3 clusters Score -338035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -338038.968750 Penalty: 4219.643066
	Iteration 31Q: 3 clusters Score -338039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -338041.562500 Penalty: 4219.643066
	Iteration 32Q: 3 clusters Score -338041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -338048.875000 Penalty: 4219.643066
	Iteration 33Q: 3 clusters Score -338048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -338054.562500 Penalty: 4219.643066
	Iteration 34Q: 3 clusters Score -338054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -338055.718750 Penalty: 4219.643066
	Iteration 35Q: 3 clusters Score -338055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -338056.250000 Penalty: 4219.643066
	Iteration 36Q: 3 clusters Score -338056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -338056.250000 Penalty: 4219.643066
	Iteration 37F: 3 clusters Score -338056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Entering Unmasked Estep 
Score: -958195.687500 Penalty: 2334.027588
	Iteration 0F: 2 clusters Score -958195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -949172.375000 Penalty: 4668.055176
	Iteration 0F: 3 clusters Score -949172.4 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -951905.937500 Penalty: 4668.055176
	Iteration 1F: 3 clusters Score -951905.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -952454.562500 Penalty: 4668.055176
	Iteration 2F: 3 clusters Score -952454.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -953130.937500 Penalty: 4668.055176
	Iteration 3F: 3 clusters Score -953130.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -954010.125000 Penalty: 4668.055176
	Iteration 4F: 3 clusters Score -954010.1 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -954951.250000 Penalty: 4668.055176
	Iteration 5F: 3 clusters Score -954951.2 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -955772.375000 Penalty: 4668.055176
	Iteration 6F: 3 clusters Score -955772.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -956298.750000 Penalty: 4668.055176
	Iteration 7F: 3 clusters Score -956298.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -956605.687500 Penalty: 4668.055176
	Iteration 8Q: 3 clusters Score -956605.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -956765.437500 Penalty: 4668.055176
	Iteration 9Q: 3 clusters Score -956765.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -956847.500000 Penalty: 4668.055176
	Iteration 10Q: 3 clusters Score -956847.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -956900.312500 Penalty: 4668.055176
	Iteration 11Q: 3 clusters Score -956900.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -956930.750000 Penalty: 4668.055176
	Iteration 12Q: 3 clusters Score -956930.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -956957.500000 Penalty: 4668.055176
	Iteration 13Q: 3 clusters Score -956957.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -956984.437500 Penalty: 4668.055176
	Iteration 14Q: 3 clusters Score -956984.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -957005.250000 Penalty: 4668.055176
	Iteration 15Q: 3 clusters Score -957005.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -957018.750000 Penalty: 4668.055176
	Iteration 16Q: 3 clusters Score -957018.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -957030.250000 Penalty: 4668.055176
	Iteration 17Q: 3 clusters Score -957030.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -957035.437500 Penalty: 4668.055176
	Iteration 18Q: 3 clusters Score -957035.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -957042.312500 Penalty: 4668.055176
	Iteration 19Q: 3 clusters Score -957042.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -957049.562500 Penalty: 4668.055176
	Iteration 20F: 3 clusters Score -957049.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -957057.562500 Penalty: 4668.055176
	Iteration 21Q: 3 clusters Score -957057.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -957064.500000 Penalty: 4668.055176
	Iteration 22Q: 3 clusters Score -957064.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -957068.687500 Penalty: 4668.055176
	Iteration 23Q: 3 clusters Score -957068.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -957074.125000 Penalty: 4668.055176
	Iteration 24Q: 3 clusters Score -957074.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -957077.812500 Penalty: 4668.055176
	Iteration 25Q: 3 clusters Score -957077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -957078.312500 Penalty: 4668.055176
	Iteration 26Q: 3 clusters Score -957078.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -957082.187500 Penalty: 4668.055176
	Iteration 27Q: 3 clusters Score -957082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -957089.875000 Penalty: 4668.055176
	Iteration 28Q: 3 clusters Score -957089.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -957093.125000 Penalty: 4668.055176
	Iteration 29Q: 3 clusters Score -957093.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -957096.000000 Penalty: 4668.055176
	Iteration 30Q: 3 clusters Score -957096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -957096.875000 Penalty: 4668.055176
	Iteration 31Q: 3 clusters Score -957096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -957098.375000 Penalty: 4668.055176
	Iteration 32Q: 3 clusters Score -957098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -957097.375000 Penalty: 4668.055176
	Iteration 33Q: 3 clusters Score -957097.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -957099.812500 Penalty: 4668.055176
	Iteration 34Q: 3 clusters Score -957099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -957104.062500 Penalty: 4668.055176
	Iteration 35Q: 3 clusters Score -957104.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -957106.875000 Penalty: 4668.055176
	Iteration 36Q: 3 clusters Score -957106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -957111.250000 Penalty: 4668.055176
	Iteration 37Q: 3 clusters Score -957111.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -957116.937500 Penalty: 4668.055176
	Iteration 38Q: 3 clusters Score -957116.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -957120.312500 Penalty: 4668.055176
	Iteration 39Q: 3 clusters Score -957120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -957124.812500 Penalty: 4668.055176
	Iteration 40F: 3 clusters Score -957124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -957122.375000 Penalty: 4668.055176
	Iteration 41Q: 3 clusters Score -957122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -957121.687500 Penalty: 4668.055176
	Iteration 42Q: 3 clusters Score -957121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -957122.187500 Penalty: 4668.055176
	Iteration 43Q: 3 clusters Score -957122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -957122.125000 Penalty: 4668.055176
	Iteration 44Q: 3 clusters Score -957122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -957122.125000 Penalty: 4668.055176
	Iteration 45F: 3 clusters Score -957122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Entering Unmasked Estep 
Score: -9954831.000000 Penalty: 2906.309082
	Iteration 0F: 2 clusters Score -9954831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -9872952.000000 Penalty: 5812.618164
	Iteration 0F: 3 clusters Score -9872952 nChanged 58203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -9906492.000000 Penalty: 5812.618164
	Iteration 1F: 3 clusters Score -9906492 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -9907586.000000 Penalty: 5812.618164
	Iteration 2Q: 3 clusters Score -9907586 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -9908839.000000 Penalty: 5812.618164
	Iteration 3Q: 3 clusters Score -9908839 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -9910602.000000 Penalty: 5812.618164
	Iteration 4Q: 3 clusters Score -9910602 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -9913456.000000 Penalty: 5812.618164
	Iteration 5Q: 3 clusters Score -9913456 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -9917937.000000 Penalty: 5812.618164
	Iteration 6F: 3 clusters Score -9917937 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -9924479.000000 Penalty: 5812.618164
	Iteration 7F: 3 clusters Score -9924479 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -9932619.000000 Penalty: 5812.618164
	Iteration 8F: 3 clusters Score -9932619 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -9940311.000000 Penalty: 5812.618164
	Iteration 9F: 3 clusters Score -9940311 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9945753.000000 Penalty: 5812.618164
	Iteration 10Q: 3 clusters Score -9945753 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9948948.000000 Penalty: 5812.618164
	Iteration 11Q: 3 clusters Score -9948948 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9950535.000000 Penalty: 5812.618164
	Iteration 12Q: 3 clusters Score -9950535 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120811 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9951301.000000 Penalty: 5812.618164
	Iteration 13Q: 3 clusters Score -9951301 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121353 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9951715.000000 Penalty: 5812.618164
	Iteration 14Q: 3 clusters Score -9951715 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9951946.000000 Penalty: 5812.618164
	Iteration 15Q: 3 clusters Score -9951946 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121805 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9952080.000000 Penalty: 5812.618164
	Iteration 16Q: 3 clusters Score -9952080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121913 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9952174.000000 Penalty: 5812.618164
	Iteration 17Q: 3 clusters Score -9952174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9952214.000000 Penalty: 5812.618164
	Iteration 18Q: 3 clusters Score -9952214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122027 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9952264.000000 Penalty: 5812.618164
	Iteration 19Q: 3 clusters Score -9952264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9952294.000000 Penalty: 5812.618164
	Iteration 20F: 3 clusters Score -9952294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9952316.000000 Penalty: 5812.618164
	Iteration 21Q: 3 clusters Score -9952316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9952292.000000 Penalty: 5812.618164
	Iteration 22Q: 3 clusters Score -9952292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9952316.000000 Penalty: 5812.618164
	Iteration 23Q: 3 clusters Score -9952316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9952327.000000 Penalty: 5812.618164
	Iteration 24Q: 3 clusters Score -9952327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9952339.000000 Penalty: 5812.618164
	Iteration 25Q: 3 clusters Score -9952339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9952346.000000 Penalty: 5812.618164
	Iteration 26Q: 3 clusters Score -9952346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122143 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9952361.000000 Penalty: 5812.618164
	Iteration 27Q: 3 clusters Score -9952361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122152 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9952365.000000 Penalty: 5812.618164
	Iteration 28Q: 3 clusters Score -9952365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122159 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9952383.000000 Penalty: 5812.618164
	Iteration 29Q: 3 clusters Score -9952383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9952375.000000 Penalty: 5812.618164
	Iteration 30Q: 3 clusters Score -9952375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9952380.000000 Penalty: 5812.618164
	Iteration 31Q: 3 clusters Score -9952380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122172 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9952376.000000 Penalty: 5812.618164
	Iteration 32Q: 3 clusters Score -9952376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122177 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9952382.000000 Penalty: 5812.618164
	Iteration 33Q: 3 clusters Score -9952382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122182 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9952395.000000 Penalty: 5812.618164
	Iteration 34Q: 3 clusters Score -9952395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122181 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9952401.000000 Penalty: 5812.618164
	Iteration 35Q: 3 clusters Score -9952401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9952394.000000 Penalty: 5812.618164
	Iteration 36Q: 3 clusters Score -9952394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9952392.000000 Penalty: 5812.618164
	Iteration 37Q: 3 clusters Score -9952392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9952393.000000 Penalty: 5812.618164
	Iteration 38Q: 3 clusters Score -9952393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122190 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9952389.000000 Penalty: 5812.618164
	Iteration 39Q: 3 clusters Score -9952389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122190 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9952389.000000 Penalty: 5812.618164
	Iteration 40F: 3 clusters Score -9952389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163376 members 
Entering Unmasked Estep 
Score: -13462545.000000 Penalty: 2976.944824
	Iteration 0F: 2 clusters Score -1.346254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -13353084.000000 Penalty: 5953.889648
	Iteration 0F: 3 clusters Score -1.335308e+07 nChanged 78268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -13398613.000000 Penalty: 5953.889648
	Iteration 1F: 3 clusters Score -1.339861e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -13399426.000000 Penalty: 5953.889648
	Iteration 2Q: 3 clusters Score -1.339943e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -13400297.000000 Penalty: 5953.889648
	Iteration 3Q: 3 clusters Score -1.34003e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -13401407.000000 Penalty: 5953.889648
	Iteration 4Q: 3 clusters Score -1.340141e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -13402780.000000 Penalty: 5953.889648
	Iteration 5Q: 3 clusters Score -1.340278e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -13404935.000000 Penalty: 5953.889648
	Iteration 6Q: 3 clusters Score -1.340494e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -13408043.000000 Penalty: 5953.889648
	Iteration 7Q: 3 clusters Score -1.340804e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89371 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -13412286.000000 Penalty: 5953.889648
	Iteration 8Q: 3 clusters Score -1.341229e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -13417523.000000 Penalty: 5953.889648
	Iteration 9F: 3 clusters Score -1.341752e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -13423270.000000 Penalty: 5953.889648
	Iteration 10F: 3 clusters Score -1.342327e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -13428202.000000 Penalty: 5953.889648
	Iteration 11F: 3 clusters Score -1.34282e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -13432183.000000 Penalty: 5953.889648
	Iteration 12Q: 3 clusters Score -1.343218e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112887 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -13436074.000000 Penalty: 5953.889648
	Iteration 13Q: 3 clusters Score -1.343607e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -13439497.000000 Penalty: 5953.889648
	Iteration 14Q: 3 clusters Score -1.34395e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -13443154.000000 Penalty: 5953.889648
	Iteration 15Q: 3 clusters Score -1.344315e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -13446489.000000 Penalty: 5953.889648
	Iteration 16Q: 3 clusters Score -1.344649e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -13449819.000000 Penalty: 5953.889648
	Iteration 17Q: 3 clusters Score -1.344982e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145284 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -13452719.000000 Penalty: 5953.889648
	Iteration 18Q: 3 clusters Score -1.345272e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -13455012.000000 Penalty: 5953.889648
	Iteration 19Q: 3 clusters Score -1.345501e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -13456651.000000 Penalty: 5953.889648
	Iteration 20F: 3 clusters Score -1.345665e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -13457852.000000 Penalty: 5953.889648
	Iteration 21Q: 3 clusters Score -1.345785e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -13458579.000000 Penalty: 5953.889648
	Iteration 22Q: 3 clusters Score -1.345858e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -13458981.000000 Penalty: 5953.889648
	Iteration 23Q: 3 clusters Score -1.345898e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -13459328.000000 Penalty: 5953.889648
	Iteration 24Q: 3 clusters Score -1.345933e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -13459583.000000 Penalty: 5953.889648
	Iteration 25Q: 3 clusters Score -1.345958e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160457 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -13459729.000000 Penalty: 5953.889648
	Iteration 26Q: 3 clusters Score -1.345973e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13459859.000000 Penalty: 5953.889648
	Iteration 27Q: 3 clusters Score -1.345986e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160940 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -13459921.000000 Penalty: 5953.889648
	Iteration 28Q: 3 clusters Score -1.345992e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13459998.000000 Penalty: 5953.889648
	Iteration 29Q: 3 clusters Score -1.346e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -13460048.000000 Penalty: 5953.889648
	Iteration 30Q: 3 clusters Score -1.346005e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161324 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13460073.000000 Penalty: 5953.889648
	Iteration 31Q: 3 clusters Score -1.346007e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13460115.000000 Penalty: 5953.889648
	Iteration 32Q: 3 clusters Score -1.346012e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13460145.000000 Penalty: 5953.889648
	Iteration 33Q: 3 clusters Score -1.346014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13460162.000000 Penalty: 5953.889648
	Iteration 34Q: 3 clusters Score -1.346016e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13460174.000000 Penalty: 5953.889648
	Iteration 35Q: 3 clusters Score -1.346017e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -13460197.000000 Penalty: 5953.889648
	Iteration 36Q: 3 clusters Score -1.34602e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -13460218.000000 Penalty: 5953.889648
	Iteration 37Q: 3 clusters Score -1.346022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13460228.000000 Penalty: 5953.889648
	Iteration 38Q: 3 clusters Score -1.346023e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161726 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -13460244.000000 Penalty: 5953.889648
	Iteration 39Q: 3 clusters Score -1.346024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161742 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13460246.000000 Penalty: 5953.889648
	Iteration 40F: 3 clusters Score -1.346025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -13460250.000000 Penalty: 5953.889648
	Iteration 41Q: 3 clusters Score -1.346025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -13460250.000000 Penalty: 5953.889648
	Iteration 42Q: 3 clusters Score -1.346025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161766 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13460252.000000 Penalty: 5953.889648
	Iteration 43Q: 3 clusters Score -1.346025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13460254.000000 Penalty: 5953.889648
	Iteration 44Q: 3 clusters Score -1.346025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -13460253.000000 Penalty: 5953.889648
	Iteration 45Q: 3 clusters Score -1.346025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -13460261.000000 Penalty: 5953.889648
	Iteration 46Q: 3 clusters Score -1.346026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13460256.000000 Penalty: 5953.889648
	Iteration 47Q: 3 clusters Score -1.346026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13460269.000000 Penalty: 5953.889648
	Iteration 48Q: 3 clusters Score -1.346027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13460270.000000 Penalty: 5953.889648
	Iteration 49Q: 3 clusters Score -1.346027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -13460269.000000 Penalty: 5953.889648
	Iteration 50Q: 3 clusters Score -1.346027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13460268.000000 Penalty: 5953.889648
	Iteration 51Q: 3 clusters Score -1.346027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13460278.000000 Penalty: 5953.889648
	Iteration 52Q: 3 clusters Score -1.346028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13460278.000000 Penalty: 5953.889648
	Iteration 53F: 3 clusters Score -1.346028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -188697.312500 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -188697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -185809.765625 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -185809.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186451.687500 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -186451.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186645.312500 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -186645.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -186799.375000 Penalty: 3882.904541
	Iteration 3F: 3 clusters Score -186799.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186917.687500 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -186917.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -187015.406250 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -187015.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -187113.734375 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -187113.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187223.078125 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -187223.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -187332.140625 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -187332.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187428.687500 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -187428.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187512.375000 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -187512.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -187604.125000 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -187604.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -187687.671875 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -187687.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -187763.078125 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -187763.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -187823.703125 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -187823.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -187858.921875 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -187858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -187883.093750 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -187883.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -187902.125000 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -187902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -187915.187500 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -187915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -187918.343750 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -187918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -187920.203125 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -187920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -187924.250000 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -187924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -187925.937500 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -187925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -187926.359375 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -187926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -187926.359375 Penalty: 3882.904541
	Iteration 24F: 3 clusters Score -187926.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Entering Unmasked Estep 
Score: -3074169.250000 Penalty: 2616.695801
	Iteration 0F: 2 clusters Score -3074169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3048240.250000 Penalty: 5233.391602
	Iteration 0F: 3 clusters Score -3048240 nChanged 17495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3057781.250000 Penalty: 5233.391602
	Iteration 1F: 3 clusters Score -3057781 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3058354.750000 Penalty: 5233.391602
	Iteration 2Q: 3 clusters Score -3058355 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3058962.250000 Penalty: 5233.391602
	Iteration 3Q: 3 clusters Score -3058962 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3059642.500000 Penalty: 5233.391602
	Iteration 4Q: 3 clusters Score -3059642 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3060520.500000 Penalty: 5233.391602
	Iteration 5Q: 3 clusters Score -3060520 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3061625.500000 Penalty: 5233.391602
	Iteration 6F: 3 clusters Score -3061626 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3062990.250000 Penalty: 5233.391602
	Iteration 7F: 3 clusters Score -3062990 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3064485.500000 Penalty: 5233.391602
	Iteration 8F: 3 clusters Score -3064486 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3066013.250000 Penalty: 5233.391602
	Iteration 9F: 3 clusters Score -3066013 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3067594.500000 Penalty: 5233.391602
	Iteration 10F: 3 clusters Score -3067594 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3068970.250000 Penalty: 5233.391602
	Iteration 11Q: 3 clusters Score -3068970 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3070082.000000 Penalty: 5233.391602
	Iteration 12Q: 3 clusters Score -3070082 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3070884.750000 Penalty: 5233.391602
	Iteration 13Q: 3 clusters Score -3070885 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3071360.750000 Penalty: 5233.391602
	Iteration 14Q: 3 clusters Score -3071361 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3071646.250000 Penalty: 5233.391602
	Iteration 15Q: 3 clusters Score -3071646 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3071824.750000 Penalty: 5233.391602
	Iteration 16Q: 3 clusters Score -3071825 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3071927.000000 Penalty: 5233.391602
	Iteration 17Q: 3 clusters Score -3071927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3072000.750000 Penalty: 5233.391602
	Iteration 18Q: 3 clusters Score -3072001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3072045.000000 Penalty: 5233.391602
	Iteration 19Q: 3 clusters Score -3072045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3072077.500000 Penalty: 5233.391602
	Iteration 20F: 3 clusters Score -3072078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3072099.250000 Penalty: 5233.391602
	Iteration 21Q: 3 clusters Score -3072099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3072112.500000 Penalty: 5233.391602
	Iteration 22Q: 3 clusters Score -3072112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3072122.250000 Penalty: 5233.391602
	Iteration 23Q: 3 clusters Score -3072122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3072138.500000 Penalty: 5233.391602
	Iteration 24Q: 3 clusters Score -3072138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3072147.500000 Penalty: 5233.391602
	Iteration 25Q: 3 clusters Score -3072148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3072146.750000 Penalty: 5233.391602
	Iteration 26Q: 3 clusters Score -3072147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3072147.000000 Penalty: 5233.391602
	Iteration 27Q: 3 clusters Score -3072147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3072147.750000 Penalty: 5233.391602
	Iteration 28Q: 3 clusters Score -3072148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3072160.000000 Penalty: 5233.391602
	Iteration 29Q: 3 clusters Score -3072160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3072161.750000 Penalty: 5233.391602
	Iteration 30Q: 3 clusters Score -3072162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3072164.500000 Penalty: 5233.391602
	Iteration 31Q: 3 clusters Score -3072164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3072169.000000 Penalty: 5233.391602
	Iteration 32Q: 3 clusters Score -3072169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3072169.000000 Penalty: 5233.391602
	Iteration 33Q: 3 clusters Score -3072169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3072169.250000 Penalty: 5233.391602
	Iteration 34Q: 3 clusters Score -3072169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3072170.750000 Penalty: 5233.391602
	Iteration 35Q: 3 clusters Score -3072171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3072172.750000 Penalty: 5233.391602
	Iteration 36Q: 3 clusters Score -3072173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3072168.750000 Penalty: 5233.391602
	Iteration 37Q: 3 clusters Score -3072169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3072168.750000 Penalty: 5233.391602
	Iteration 38F: 3 clusters Score -3072169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -603054.500000 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -603054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -596775.375000 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -596775.4 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -598482.187500 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -598482.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -598738.375000 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -598738.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -598870.812500 Penalty: 4439.528809
	Iteration 3Q: 3 clusters Score -598870.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -598953.750000 Penalty: 4439.528809
	Iteration 4Q: 3 clusters Score -598953.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -599014.250000 Penalty: 4439.528809
	Iteration 5Q: 3 clusters Score -599014.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -599062.812500 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -599062.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -599104.750000 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -599104.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -599139.062500 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -599139.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -599169.937500 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -599169.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -599194.687500 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -599194.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -599219.062500 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -599219.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -599238.875000 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -599238.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -599254.437500 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -599254.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -599270.750000 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -599270.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -599283.937500 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -599283.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -599294.625000 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -599294.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -599303.812500 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -599303.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -599311.562500 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -599311.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -599317.125000 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -599317.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -599322.687500 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -599322.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -599330.250000 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -599330.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -599336.937500 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -599336.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -599338.500000 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -599338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -599343.937500 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -599343.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -599346.750000 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -599346.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -599351.562500 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -599351.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -599353.437500 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -599353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -599355.937500 Penalty: 4439.528809
	Iteration 28Q: 3 clusters Score -599355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -599356.750000 Penalty: 4439.528809
	Iteration 29Q: 3 clusters Score -599356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -599359.750000 Penalty: 4439.528809
	Iteration 30Q: 3 clusters Score -599359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -599360.312500 Penalty: 4439.528809
	Iteration 31Q: 3 clusters Score -599360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -599363.000000 Penalty: 4439.528809
	Iteration 32Q: 3 clusters Score -599363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -599364.375000 Penalty: 4439.528809
	Iteration 33Q: 3 clusters Score -599364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -599365.375000 Penalty: 4439.528809
	Iteration 34Q: 3 clusters Score -599365.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -599367.750000 Penalty: 4439.528809
	Iteration 35Q: 3 clusters Score -599367.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -599372.062500 Penalty: 4439.528809
	Iteration 36Q: 3 clusters Score -599372.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -599374.812500 Penalty: 4439.528809
	Iteration 37Q: 3 clusters Score -599374.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -599378.375000 Penalty: 4439.528809
	Iteration 38Q: 3 clusters Score -599378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -599382.625000 Penalty: 4439.528809
	Iteration 39Q: 3 clusters Score -599382.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -599386.062500 Penalty: 4439.528809
	Iteration 40F: 3 clusters Score -599386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -599389.500000 Penalty: 4439.528809
	Iteration 41Q: 3 clusters Score -599389.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -599394.562500 Penalty: 4439.528809
	Iteration 42Q: 3 clusters Score -599394.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -599398.625000 Penalty: 4439.528809
	Iteration 43Q: 3 clusters Score -599398.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -599401.812500 Penalty: 4439.528809
	Iteration 44Q: 3 clusters Score -599401.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -599404.875000 Penalty: 4439.528809
	Iteration 45Q: 3 clusters Score -599404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -599409.875000 Penalty: 4439.528809
	Iteration 46Q: 3 clusters Score -599409.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -599412.500000 Penalty: 4439.528809
	Iteration 47Q: 3 clusters Score -599412.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -599416.812500 Penalty: 4439.528809
	Iteration 48Q: 3 clusters Score -599416.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -599422.812500 Penalty: 4439.528809
	Iteration 49Q: 3 clusters Score -599422.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -599429.125000 Penalty: 4439.528809
	Iteration 50Q: 3 clusters Score -599429.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -599434.062500 Penalty: 4439.528809
	Iteration 51Q: 3 clusters Score -599434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -599435.250000 Penalty: 4439.528809
	Iteration 52Q: 3 clusters Score -599435.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -599440.375000 Penalty: 4439.528809
	Iteration 53Q: 3 clusters Score -599440.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -599447.250000 Penalty: 4439.528809
	Iteration 54Q: 3 clusters Score -599447.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -599452.562500 Penalty: 4439.528809
	Iteration 55Q: 3 clusters Score -599452.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -599458.687500 Penalty: 4439.528809
	Iteration 56Q: 3 clusters Score -599458.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -599464.937500 Penalty: 4439.528809
	Iteration 57Q: 3 clusters Score -599464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -599471.750000 Penalty: 4439.528809
	Iteration 58Q: 3 clusters Score -599471.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -599476.500000 Penalty: 4439.528809
	Iteration 59Q: 3 clusters Score -599476.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -599481.750000 Penalty: 4439.528809
	Iteration 60F: 3 clusters Score -599481.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -599494.625000 Penalty: 4439.528809
	Iteration 61Q: 3 clusters Score -599494.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -599504.562500 Penalty: 4439.528809
	Iteration 62Q: 3 clusters Score -599504.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -599512.250000 Penalty: 4439.528809
	Iteration 63Q: 3 clusters Score -599512.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -599518.562500 Penalty: 4439.528809
	Iteration 64Q: 3 clusters Score -599518.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -599528.562500 Penalty: 4439.528809
	Iteration 65Q: 3 clusters Score -599528.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -599541.937500 Penalty: 4439.528809
	Iteration 66Q: 3 clusters Score -599541.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -599555.500000 Penalty: 4439.528809
	Iteration 67Q: 3 clusters Score -599555.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -599568.125000 Penalty: 4439.528809
	Iteration 68Q: 3 clusters Score -599568.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -599589.687500 Penalty: 4439.528809
	Iteration 69Q: 3 clusters Score -599589.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -599614.000000 Penalty: 4439.528809
	Iteration 70Q: 3 clusters Score -599614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -599642.687500 Penalty: 4439.528809
	Iteration 71Q: 3 clusters Score -599642.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -599681.000000 Penalty: 4439.528809
	Iteration 72Q: 3 clusters Score -599681 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -599729.812500 Penalty: 4439.528809
	Iteration 73Q: 3 clusters Score -599729.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -599790.812500 Penalty: 4439.528809
	Iteration 74Q: 3 clusters Score -599790.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -599858.562500 Penalty: 4439.528809
	Iteration 75Q: 3 clusters Score -599858.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -599933.250000 Penalty: 4439.528809
	Iteration 76Q: 3 clusters Score -599933.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -600016.375000 Penalty: 4439.528809
	Iteration 77Q: 3 clusters Score -600016.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -600121.687500 Penalty: 4439.528809
	Iteration 78Q: 3 clusters Score -600121.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -600249.750000 Penalty: 4439.528809
	Iteration 79Q: 3 clusters Score -600249.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -600399.562500 Penalty: 4439.528809
	Iteration 80F: 3 clusters Score -600399.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -600520.125000 Penalty: 4439.528809
	Iteration 81Q: 3 clusters Score -600520.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -600629.312500 Penalty: 4439.528809
	Iteration 82Q: 3 clusters Score -600629.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -600729.500000 Penalty: 4439.528809
	Iteration 83Q: 3 clusters Score -600729.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -600818.500000 Penalty: 4439.528809
	Iteration 84Q: 3 clusters Score -600818.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -600889.500000 Penalty: 4439.528809
	Iteration 85Q: 3 clusters Score -600889.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -600943.625000 Penalty: 4439.528809
	Iteration 86Q: 3 clusters Score -600943.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -600976.750000 Penalty: 4439.528809
	Iteration 87Q: 3 clusters Score -600976.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -601007.437500 Penalty: 4439.528809
	Iteration 88Q: 3 clusters Score -601007.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -601037.937500 Penalty: 4439.528809
	Iteration 89Q: 3 clusters Score -601037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -601060.562500 Penalty: 4439.528809
	Iteration 90Q: 3 clusters Score -601060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -601082.875000 Penalty: 4439.528809
	Iteration 91Q: 3 clusters Score -601082.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -601100.750000 Penalty: 4439.528809
	Iteration 92Q: 3 clusters Score -601100.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -601111.312500 Penalty: 4439.528809
	Iteration 93Q: 3 clusters Score -601111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -601118.500000 Penalty: 4439.528809
	Iteration 94Q: 3 clusters Score -601118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -601121.625000 Penalty: 4439.528809
	Iteration 95Q: 3 clusters Score -601121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -601123.187500 Penalty: 4439.528809
	Iteration 96Q: 3 clusters Score -601123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -601124.187500 Penalty: 4439.528809
	Iteration 97Q: 3 clusters Score -601124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -601125.187500 Penalty: 4439.528809
	Iteration 98Q: 3 clusters Score -601125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -601125.187500 Penalty: 4439.528809
	Iteration 99F: 3 clusters Score -601125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Entering Unmasked Estep 
Score: -1839092.625000 Penalty: 2448.332031
	Iteration 0F: 2 clusters Score -1839093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1825511.750000 Penalty: 4896.664062
	Iteration 0F: 3 clusters Score -1825512 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1830211.000000 Penalty: 4896.664062
	Iteration 1F: 3 clusters Score -1830211 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1830685.750000 Penalty: 4896.664062
	Iteration 2F: 3 clusters Score -1830686 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1831064.375000 Penalty: 4896.664062
	Iteration 3Q: 3 clusters Score -1831064 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1831444.125000 Penalty: 4896.664062
	Iteration 4Q: 3 clusters Score -1831444 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1831832.125000 Penalty: 4896.664062
	Iteration 5Q: 3 clusters Score -1831832 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1832270.625000 Penalty: 4896.664062
	Iteration 6Q: 3 clusters Score -1832271 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1832794.500000 Penalty: 4896.664062
	Iteration 7Q: 3 clusters Score -1832794 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1833427.750000 Penalty: 4896.664062
	Iteration 8Q: 3 clusters Score -1833428 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1834186.625000 Penalty: 4896.664062
	Iteration 9F: 3 clusters Score -1834187 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1834962.375000 Penalty: 4896.664062
	Iteration 10Q: 3 clusters Score -1834962 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1835606.375000 Penalty: 4896.664062
	Iteration 11Q: 3 clusters Score -1835606 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1836136.125000 Penalty: 4896.664062
	Iteration 12Q: 3 clusters Score -1836136 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1836515.125000 Penalty: 4896.664062
	Iteration 13Q: 3 clusters Score -1836515 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1836780.125000 Penalty: 4896.664062
	Iteration 14Q: 3 clusters Score -1836780 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1836973.000000 Penalty: 4896.664062
	Iteration 15Q: 3 clusters Score -1836973 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1837145.875000 Penalty: 4896.664062
	Iteration 16Q: 3 clusters Score -1837146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1837291.500000 Penalty: 4896.664062
	Iteration 17Q: 3 clusters Score -1837292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1837419.500000 Penalty: 4896.664062
	Iteration 18Q: 3 clusters Score -1837420 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1837517.625000 Penalty: 4896.664062
	Iteration 19Q: 3 clusters Score -1837518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1837603.375000 Penalty: 4896.664062
	Iteration 20F: 3 clusters Score -1837603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1837675.125000 Penalty: 4896.664062
	Iteration 21Q: 3 clusters Score -1837675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1837756.000000 Penalty: 4896.664062
	Iteration 22Q: 3 clusters Score -1837756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1837842.375000 Penalty: 4896.664062
	Iteration 23Q: 3 clusters Score -1837842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1837911.500000 Penalty: 4896.664062
	Iteration 24Q: 3 clusters Score -1837912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1837970.500000 Penalty: 4896.664062
	Iteration 25Q: 3 clusters Score -1837970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1838020.250000 Penalty: 4896.664062
	Iteration 26Q: 3 clusters Score -1838020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1838061.250000 Penalty: 4896.664062
	Iteration 27Q: 3 clusters Score -1838061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1838077.750000 Penalty: 4896.664062
	Iteration 28Q: 3 clusters Score -1838078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1838090.375000 Penalty: 4896.664062
	Iteration 29Q: 3 clusters Score -1838090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1838109.250000 Penalty: 4896.664062
	Iteration 30Q: 3 clusters Score -1838109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1838120.500000 Penalty: 4896.664062
	Iteration 31Q: 3 clusters Score -1838120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1838137.750000 Penalty: 4896.664062
	Iteration 32Q: 3 clusters Score -1838138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1838152.250000 Penalty: 4896.664062
	Iteration 33Q: 3 clusters Score -1838152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1838156.250000 Penalty: 4896.664062
	Iteration 34Q: 3 clusters Score -1838156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1838161.500000 Penalty: 4896.664062
	Iteration 35Q: 3 clusters Score -1838162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1838162.625000 Penalty: 4896.664062
	Iteration 36Q: 3 clusters Score -1838163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1838163.500000 Penalty: 4896.664062
	Iteration 37Q: 3 clusters Score -1838164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1838165.500000 Penalty: 4896.664062
	Iteration 38Q: 3 clusters Score -1838166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1838168.750000 Penalty: 4896.664062
	Iteration 39F: 3 clusters Score -1838169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1838173.750000 Penalty: 4896.664062
	Iteration 40F: 3 clusters Score -1838174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1838176.125000 Penalty: 4896.664062
	Iteration 41Q: 3 clusters Score -1838176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1838177.750000 Penalty: 4896.664062
	Iteration 42Q: 3 clusters Score -1838178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1838178.375000 Penalty: 4896.664062
	Iteration 43Q: 3 clusters Score -1838178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1838177.750000 Penalty: 4896.664062
	Iteration 44Q: 3 clusters Score -1838178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1838176.875000 Penalty: 4896.664062
	Iteration 45Q: 3 clusters Score -1838177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1838179.875000 Penalty: 4896.664062
	Iteration 46Q: 3 clusters Score -1838180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1838179.875000 Penalty: 4896.664062
	Iteration 47F: 3 clusters Score -1838180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Entering Unmasked Estep 
Score: -10091900.000000 Penalty: 2910.870361
	Iteration 0F: 2 clusters Score -1.00919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -10008140.000000 Penalty: 5821.740723
	Iteration 0F: 3 clusters Score -1.000814e+07 nChanged 59655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -10042270.000000 Penalty: 5821.740723
	Iteration 1F: 3 clusters Score -1.004227e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -10043054.000000 Penalty: 5821.740723
	Iteration 2Q: 3 clusters Score -1.004305e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -10044011.000000 Penalty: 5821.740723
	Iteration 3Q: 3 clusters Score -1.004401e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -10045162.000000 Penalty: 5821.740723
	Iteration 4Q: 3 clusters Score -1.004516e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -10046713.000000 Penalty: 5821.740723
	Iteration 5Q: 3 clusters Score -1.004671e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -10048814.000000 Penalty: 5821.740723
	Iteration 6Q: 3 clusters Score -1.004881e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -10051846.000000 Penalty: 5821.740723
	Iteration 7Q: 3 clusters Score -1.005185e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -10056233.000000 Penalty: 5821.740723
	Iteration 8F: 3 clusters Score -1.005623e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -10061507.000000 Penalty: 5821.740723
	Iteration 9F: 3 clusters Score -1.006151e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -10066834.000000 Penalty: 5821.740723
	Iteration 10F: 3 clusters Score -1.006683e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -10070737.000000 Penalty: 5821.740723
	Iteration 11F: 3 clusters Score -1.007074e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -10072965.000000 Penalty: 5821.740723
	Iteration 12Q: 3 clusters Score -1.007296e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -10074271.000000 Penalty: 5821.740723
	Iteration 13Q: 3 clusters Score -1.007427e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -10075285.000000 Penalty: 5821.740723
	Iteration 14Q: 3 clusters Score -1.007528e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -10076397.000000 Penalty: 5821.740723
	Iteration 15Q: 3 clusters Score -1.00764e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -10077381.000000 Penalty: 5821.740723
	Iteration 16Q: 3 clusters Score -1.007738e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -10078270.000000 Penalty: 5821.740723
	Iteration 17Q: 3 clusters Score -1.007827e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -10079424.000000 Penalty: 5821.740723
	Iteration 18Q: 3 clusters Score -1.007942e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -10080535.000000 Penalty: 5821.740723
	Iteration 19Q: 3 clusters Score -1.008054e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -10081645.000000 Penalty: 5821.740723
	Iteration 20F: 3 clusters Score -1.008164e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -10082828.000000 Penalty: 5821.740723
	Iteration 21Q: 3 clusters Score -1.008283e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112382 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -10083792.000000 Penalty: 5821.740723
	Iteration 22Q: 3 clusters Score -1.008379e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -10084671.000000 Penalty: 5821.740723
	Iteration 23Q: 3 clusters Score -1.008467e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115786 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -10085431.000000 Penalty: 5821.740723
	Iteration 24Q: 3 clusters Score -1.008543e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117218 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -10086223.000000 Penalty: 5821.740723
	Iteration 25Q: 3 clusters Score -1.008622e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -10086922.000000 Penalty: 5821.740723
	Iteration 26Q: 3 clusters Score -1.008692e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119614 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -10087487.000000 Penalty: 5821.740723
	Iteration 27Q: 3 clusters Score -1.008749e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -10087968.000000 Penalty: 5821.740723
	Iteration 28Q: 3 clusters Score -1.008797e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -10088343.000000 Penalty: 5821.740723
	Iteration 29Q: 3 clusters Score -1.008834e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122047 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10088670.000000 Penalty: 5821.740723
	Iteration 30Q: 3 clusters Score -1.008867e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -10088945.000000 Penalty: 5821.740723
	Iteration 31Q: 3 clusters Score -1.008894e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10089155.000000 Penalty: 5821.740723
	Iteration 32Q: 3 clusters Score -1.008916e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -10089306.000000 Penalty: 5821.740723
	Iteration 33Q: 3 clusters Score -1.008931e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10089416.000000 Penalty: 5821.740723
	Iteration 34Q: 3 clusters Score -1.008942e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10089499.000000 Penalty: 5821.740723
	Iteration 35Q: 3 clusters Score -1.00895e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123660 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10089559.000000 Penalty: 5821.740723
	Iteration 36Q: 3 clusters Score -1.008956e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123743 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10089617.000000 Penalty: 5821.740723
	Iteration 37Q: 3 clusters Score -1.008962e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -10089683.000000 Penalty: 5821.740723
	Iteration 38Q: 3 clusters Score -1.008968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10089688.000000 Penalty: 5821.740723
	Iteration 39Q: 3 clusters Score -1.008969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10089702.000000 Penalty: 5821.740723
	Iteration 40F: 3 clusters Score -1.00897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123929 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10089726.000000 Penalty: 5821.740723
	Iteration 41Q: 3 clusters Score -1.008973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10089722.000000 Penalty: 5821.740723
	Iteration 42Q: 3 clusters Score -1.008972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10089727.000000 Penalty: 5821.740723
	Iteration 43Q: 3 clusters Score -1.008973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10089755.000000 Penalty: 5821.740723
	Iteration 44Q: 3 clusters Score -1.008976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10089752.000000 Penalty: 5821.740723
	Iteration 45Q: 3 clusters Score -1.008975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124035 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10089776.000000 Penalty: 5821.740723
	Iteration 46Q: 3 clusters Score -1.008978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124065 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10089790.000000 Penalty: 5821.740723
	Iteration 47Q: 3 clusters Score -1.008979e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124086 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10089824.000000 Penalty: 5821.740723
	Iteration 48Q: 3 clusters Score -1.008982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124105 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10089827.000000 Penalty: 5821.740723
	Iteration 49Q: 3 clusters Score -1.008983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10089846.000000 Penalty: 5821.740723
	Iteration 50Q: 3 clusters Score -1.008985e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10089885.000000 Penalty: 5821.740723
	Iteration 51Q: 3 clusters Score -1.008988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10089939.000000 Penalty: 5821.740723
	Iteration 52Q: 3 clusters Score -1.008994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10089960.000000 Penalty: 5821.740723
	Iteration 53Q: 3 clusters Score -1.008996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124231 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10090018.000000 Penalty: 5821.740723
	Iteration 54Q: 3 clusters Score -1.009002e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10090068.000000 Penalty: 5821.740723
	Iteration 55Q: 3 clusters Score -1.009007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10090114.000000 Penalty: 5821.740723
	Iteration 56Q: 3 clusters Score -1.009011e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124264 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10090104.000000 Penalty: 5821.740723
	Iteration 57Q: 3 clusters Score -1.00901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10090124.000000 Penalty: 5821.740723
	Iteration 58Q: 3 clusters Score -1.009012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10090127.000000 Penalty: 5821.740723
	Iteration 59Q: 3 clusters Score -1.009013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10090132.000000 Penalty: 5821.740723
	Iteration 60F: 3 clusters Score -1.009013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124276 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10090146.000000 Penalty: 5821.740723
	Iteration 61Q: 3 clusters Score -1.009015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124271 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10090158.000000 Penalty: 5821.740723
	Iteration 62Q: 3 clusters Score -1.009016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10090149.000000 Penalty: 5821.740723
	Iteration 63Q: 3 clusters Score -1.009015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124268 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10090164.000000 Penalty: 5821.740723
	Iteration 64Q: 3 clusters Score -1.009016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124266 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10090161.000000 Penalty: 5821.740723
	Iteration 65Q: 3 clusters Score -1.009016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124259 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10090167.000000 Penalty: 5821.740723
	Iteration 66Q: 3 clusters Score -1.009017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10090167.000000 Penalty: 5821.740723
	Iteration 67Q: 3 clusters Score -1.009017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10090175.000000 Penalty: 5821.740723
	Iteration 68Q: 3 clusters Score -1.009018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10090177.000000 Penalty: 5821.740723
	Iteration 69Q: 3 clusters Score -1.009018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10090180.000000 Penalty: 5821.740723
	Iteration 70Q: 3 clusters Score -1.009018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10090181.000000 Penalty: 5821.740723
	Iteration 71Q: 3 clusters Score -1.009018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10090181.000000 Penalty: 5821.740723
	Iteration 72Q: 3 clusters Score -1.009018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124249 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10090188.000000 Penalty: 5821.740723
	Iteration 73Q: 3 clusters Score -1.009019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10090181.000000 Penalty: 5821.740723
	Iteration 74Q: 3 clusters Score -1.009018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10090192.000000 Penalty: 5821.740723
	Iteration 75Q: 3 clusters Score -1.009019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10090190.000000 Penalty: 5821.740723
	Iteration 76Q: 3 clusters Score -1.009019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10090187.000000 Penalty: 5821.740723
	Iteration 77Q: 3 clusters Score -1.009019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10090199.000000 Penalty: 5821.740723
	Iteration 78Q: 3 clusters Score -1.00902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10090199.000000 Penalty: 5821.740723
	Iteration 79F: 3 clusters Score -1.00902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Entering Unmasked Estep 
Score: -3586606.500000 Penalty: 2652.249756
	Iteration 0F: 2 clusters Score -3586606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3557051.750000 Penalty: 5304.499512
	Iteration 0F: 3 clusters Score -3557052 nChanged 20045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3567814.000000 Penalty: 5304.499512
	Iteration 1F: 3 clusters Score -3567814 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3568214.750000 Penalty: 5304.499512
	Iteration 2Q: 3 clusters Score -3568215 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3568605.500000 Penalty: 5304.499512
	Iteration 3Q: 3 clusters Score -3568606 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3569029.500000 Penalty: 5304.499512
	Iteration 4Q: 3 clusters Score -3569030 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3569398.250000 Penalty: 5304.499512
	Iteration 5Q: 3 clusters Score -3569398 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3569801.250000 Penalty: 5304.499512
	Iteration 6Q: 3 clusters Score -3569801 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3570163.750000 Penalty: 5304.499512
	Iteration 7Q: 3 clusters Score -3570164 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3570547.500000 Penalty: 5304.499512
	Iteration 8Q: 3 clusters Score -3570548 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3571043.750000 Penalty: 5304.499512
	Iteration 9Q: 3 clusters Score -3571044 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3571603.750000 Penalty: 5304.499512
	Iteration 10Q: 3 clusters Score -3571604 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3572340.000000 Penalty: 5304.499512
	Iteration 11Q: 3 clusters Score -3572340 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3573218.500000 Penalty: 5304.499512
	Iteration 12Q: 3 clusters Score -3573218 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3574284.250000 Penalty: 5304.499512
	Iteration 13Q: 3 clusters Score -3574284 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3575556.000000 Penalty: 5304.499512
	Iteration 14Q: 3 clusters Score -3575556 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3576836.250000 Penalty: 5304.499512
	Iteration 15Q: 3 clusters Score -3576836 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3577957.250000 Penalty: 5304.499512
	Iteration 16Q: 3 clusters Score -3577957 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -3578813.000000 Penalty: 5304.499512
	Iteration 17Q: 3 clusters Score -3578813 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3579418.250000 Penalty: 5304.499512
	Iteration 18Q: 3 clusters Score -3579418 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -3579862.500000 Penalty: 5304.499512
	Iteration 19Q: 3 clusters Score -3579862 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3580236.500000 Penalty: 5304.499512
	Iteration 20F: 3 clusters Score -3580236 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -3580579.000000 Penalty: 5304.499512
	Iteration 21Q: 3 clusters Score -3580579 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -3580909.500000 Penalty: 5304.499512
	Iteration 22Q: 3 clusters Score -3580910 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -3581192.000000 Penalty: 5304.499512
	Iteration 23Q: 3 clusters Score -3581192 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -3581445.000000 Penalty: 5304.499512
	Iteration 24Q: 3 clusters Score -3581445 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -3581689.500000 Penalty: 5304.499512
	Iteration 25Q: 3 clusters Score -3581690 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -3581909.500000 Penalty: 5304.499512
	Iteration 26Q: 3 clusters Score -3581910 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -3582148.750000 Penalty: 5304.499512
	Iteration 27Q: 3 clusters Score -3582149 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -3582387.500000 Penalty: 5304.499512
	Iteration 28Q: 3 clusters Score -3582388 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -3582623.000000 Penalty: 5304.499512
	Iteration 29Q: 3 clusters Score -3582623 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3582838.500000 Penalty: 5304.499512
	Iteration 30Q: 3 clusters Score -3582838 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -3583048.500000 Penalty: 5304.499512
	Iteration 31Q: 3 clusters Score -3583048 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -3583258.000000 Penalty: 5304.499512
	Iteration 32Q: 3 clusters Score -3583258 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -3583437.500000 Penalty: 5304.499512
	Iteration 33Q: 3 clusters Score -3583438 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -3583587.250000 Penalty: 5304.499512
	Iteration 34Q: 3 clusters Score -3583587 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -3583737.250000 Penalty: 5304.499512
	Iteration 35Q: 3 clusters Score -3583737 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -3583867.500000 Penalty: 5304.499512
	Iteration 36Q: 3 clusters Score -3583868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -3583948.000000 Penalty: 5304.499512
	Iteration 37Q: 3 clusters Score -3583948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -3584010.500000 Penalty: 5304.499512
	Iteration 38Q: 3 clusters Score -3584010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -3584071.750000 Penalty: 5304.499512
	Iteration 39Q: 3 clusters Score -3584072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -3584104.250000 Penalty: 5304.499512
	Iteration 40F: 3 clusters Score -3584104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -3584152.750000 Penalty: 5304.499512
	Iteration 41Q: 3 clusters Score -3584153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -3584177.750000 Penalty: 5304.499512
	Iteration 42Q: 3 clusters Score -3584178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -3584200.750000 Penalty: 5304.499512
	Iteration 43Q: 3 clusters Score -3584201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -3584216.750000 Penalty: 5304.499512
	Iteration 44Q: 3 clusters Score -3584217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -3584244.500000 Penalty: 5304.499512
	Iteration 45Q: 3 clusters Score -3584244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -3584279.750000 Penalty: 5304.499512
	Iteration 46Q: 3 clusters Score -3584280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -3584291.000000 Penalty: 5304.499512
	Iteration 47Q: 3 clusters Score -3584291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -3584296.500000 Penalty: 5304.499512
	Iteration 48Q: 3 clusters Score -3584296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -3584304.500000 Penalty: 5304.499512
	Iteration 49Q: 3 clusters Score -3584304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -3584314.000000 Penalty: 5304.499512
	Iteration 50Q: 3 clusters Score -3584314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -3584318.750000 Penalty: 5304.499512
	Iteration 51Q: 3 clusters Score -3584319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -3584318.500000 Penalty: 5304.499512
	Iteration 52Q: 3 clusters Score -3584318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -3584322.500000 Penalty: 5304.499512
	Iteration 53Q: 3 clusters Score -3584322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -3584338.000000 Penalty: 5304.499512
	Iteration 54Q: 3 clusters Score -3584338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -3584337.000000 Penalty: 5304.499512
	Iteration 55Q: 3 clusters Score -3584337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -3584345.000000 Penalty: 5304.499512
	Iteration 56Q: 3 clusters Score -3584345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -3584349.250000 Penalty: 5304.499512
	Iteration 57Q: 3 clusters Score -3584349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -3584352.250000 Penalty: 5304.499512
	Iteration 58Q: 3 clusters Score -3584352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -3584355.750000 Penalty: 5304.499512
	Iteration 59Q: 3 clusters Score -3584356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -3584359.750000 Penalty: 5304.499512
	Iteration 60F: 3 clusters Score -3584360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -3584359.250000 Penalty: 5304.499512
	Iteration 61Q: 3 clusters Score -3584359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -3584359.250000 Penalty: 5304.499512
	Iteration 62F: 3 clusters Score -3584359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -239823.406250 Penalty: 2053.113037
	Iteration 0F: 2 clusters Score -239823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -236026.453125 Penalty: 4106.226074
	Iteration 0F: 3 clusters Score -236026.5 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -237299.812500 Penalty: 4106.226074
	Iteration 1F: 3 clusters Score -237299.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -238002.578125 Penalty: 4106.226074
	Iteration 2F: 3 clusters Score -238002.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -238592.046875 Penalty: 4106.226074
	Iteration 3F: 3 clusters Score -238592 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -239042.328125 Penalty: 4106.226074
	Iteration 4F: 3 clusters Score -239042.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -239314.437500 Penalty: 4106.226074
	Iteration 5F: 3 clusters Score -239314.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -239447.671875 Penalty: 4106.226074
	Iteration 6Q: 3 clusters Score -239447.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -239507.265625 Penalty: 4106.226074
	Iteration 7Q: 3 clusters Score -239507.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -239535.703125 Penalty: 4106.226074
	Iteration 8Q: 3 clusters Score -239535.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -239553.812500 Penalty: 4106.226074
	Iteration 9Q: 3 clusters Score -239553.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -239568.625000 Penalty: 4106.226074
	Iteration 10Q: 3 clusters Score -239568.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -239590.687500 Penalty: 4106.226074
	Iteration 11Q: 3 clusters Score -239590.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -239606.328125 Penalty: 4106.226074
	Iteration 12Q: 3 clusters Score -239606.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -239618.875000 Penalty: 4106.226074
	Iteration 13Q: 3 clusters Score -239618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -239627.187500 Penalty: 4106.226074
	Iteration 14Q: 3 clusters Score -239627.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -239632.187500 Penalty: 4106.226074
	Iteration 15Q: 3 clusters Score -239632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -239634.609375 Penalty: 4106.226074
	Iteration 16Q: 3 clusters Score -239634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -239638.609375 Penalty: 4106.226074
	Iteration 17Q: 3 clusters Score -239638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -239642.765625 Penalty: 4106.226074
	Iteration 18Q: 3 clusters Score -239642.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -239649.281250 Penalty: 4106.226074
	Iteration 19Q: 3 clusters Score -239649.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -239657.515625 Penalty: 4106.226074
	Iteration 20F: 3 clusters Score -239657.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -239671.859375 Penalty: 4106.226074
	Iteration 21Q: 3 clusters Score -239671.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -239693.281250 Penalty: 4106.226074
	Iteration 22Q: 3 clusters Score -239693.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -239707.265625 Penalty: 4106.226074
	Iteration 23Q: 3 clusters Score -239707.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -239715.015625 Penalty: 4106.226074
	Iteration 24Q: 3 clusters Score -239715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -239720.515625 Penalty: 4106.226074
	Iteration 25Q: 3 clusters Score -239720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -239728.890625 Penalty: 4106.226074
	Iteration 26Q: 3 clusters Score -239728.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -239740.421875 Penalty: 4106.226074
	Iteration 27Q: 3 clusters Score -239740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -239748.062500 Penalty: 4106.226074
	Iteration 28Q: 3 clusters Score -239748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -239754.031250 Penalty: 4106.226074
	Iteration 29Q: 3 clusters Score -239754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -239757.078125 Penalty: 4106.226074
	Iteration 30Q: 3 clusters Score -239757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -239759.921875 Penalty: 4106.226074
	Iteration 31Q: 3 clusters Score -239759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -239763.859375 Penalty: 4106.226074
	Iteration 32Q: 3 clusters Score -239763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -239767.078125 Penalty: 4106.226074
	Iteration 33Q: 3 clusters Score -239767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -239770.000000 Penalty: 4106.226074
	Iteration 34Q: 3 clusters Score -239770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -239773.140625 Penalty: 4106.226074
	Iteration 35Q: 3 clusters Score -239773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -239774.703125 Penalty: 4106.226074
	Iteration 36Q: 3 clusters Score -239774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -239777.687500 Penalty: 4106.226074
	Iteration 37Q: 3 clusters Score -239777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -239779.734375 Penalty: 4106.226074
	Iteration 38Q: 3 clusters Score -239779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -239783.671875 Penalty: 4106.226074
	Iteration 39Q: 3 clusters Score -239783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -239784.703125 Penalty: 4106.226074
	Iteration 40F: 3 clusters Score -239784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -239786.281250 Penalty: 4106.226074
	Iteration 41Q: 3 clusters Score -239786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -239787.156250 Penalty: 4106.226074
	Iteration 42Q: 3 clusters Score -239787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -239788.265625 Penalty: 4106.226074
	Iteration 43Q: 3 clusters Score -239788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -239791.625000 Penalty: 4106.226074
	Iteration 44Q: 3 clusters Score -239791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -239796.515625 Penalty: 4106.226074
	Iteration 45Q: 3 clusters Score -239796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -239797.781250 Penalty: 4106.226074
	Iteration 46Q: 3 clusters Score -239797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -239797.781250 Penalty: 4106.226074
	Iteration 47F: 3 clusters Score -239797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -322106.156250 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -322106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -318179.031250 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -318179 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -319003.687500 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -319003.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -319192.375000 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -319192.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -319309.156250 Penalty: 4128.630371
	Iteration 3Q: 3 clusters Score -319309.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -319395.000000 Penalty: 4128.630371
	Iteration 4Q: 3 clusters Score -319395 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -319457.718750 Penalty: 4128.630371
	Iteration 5Q: 3 clusters Score -319457.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -319508.531250 Penalty: 4128.630371
	Iteration 6Q: 3 clusters Score -319508.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -319548.312500 Penalty: 4128.630371
	Iteration 7Q: 3 clusters Score -319548.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -319581.812500 Penalty: 4128.630371
	Iteration 8Q: 3 clusters Score -319581.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -319614.750000 Penalty: 4128.630371
	Iteration 9Q: 3 clusters Score -319614.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -319650.187500 Penalty: 4128.630371
	Iteration 10Q: 3 clusters Score -319650.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -319688.562500 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -319688.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319734.406250 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -319734.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -319799.312500 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -319799.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -319857.343750 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -319857.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319906.000000 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -319906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -319966.562500 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -319966.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -320016.531250 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -320016.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -320058.281250 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -320058.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -320096.250000 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -320096.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -320140.312500 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -320140.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -320185.531250 Penalty: 4128.630371
	Iteration 21Q: 3 clusters Score -320185.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -320217.375000 Penalty: 4128.630371
	Iteration 22Q: 3 clusters Score -320217.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -320253.750000 Penalty: 4128.630371
	Iteration 23Q: 3 clusters Score -320253.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -320280.781250 Penalty: 4128.630371
	Iteration 24Q: 3 clusters Score -320280.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -320304.187500 Penalty: 4128.630371
	Iteration 25Q: 3 clusters Score -320304.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -320323.312500 Penalty: 4128.630371
	Iteration 26Q: 3 clusters Score -320323.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -320337.968750 Penalty: 4128.630371
	Iteration 27Q: 3 clusters Score -320338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -320349.875000 Penalty: 4128.630371
	Iteration 28Q: 3 clusters Score -320349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -320359.093750 Penalty: 4128.630371
	Iteration 29Q: 3 clusters Score -320359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -320367.406250 Penalty: 4128.630371
	Iteration 30Q: 3 clusters Score -320367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -320377.562500 Penalty: 4128.630371
	Iteration 31Q: 3 clusters Score -320377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -320387.125000 Penalty: 4128.630371
	Iteration 32Q: 3 clusters Score -320387.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -320393.843750 Penalty: 4128.630371
	Iteration 33Q: 3 clusters Score -320393.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -320399.281250 Penalty: 4128.630371
	Iteration 34Q: 3 clusters Score -320399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -320401.750000 Penalty: 4128.630371
	Iteration 35Q: 3 clusters Score -320401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -320402.312500 Penalty: 4128.630371
	Iteration 36Q: 3 clusters Score -320402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -320402.312500 Penalty: 4128.630371
	Iteration 37F: 3 clusters Score -320402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Entering Unmasked Estep 
Score: -1507894.500000 Penalty: 2439.251221
	Iteration 0F: 2 clusters Score -1507894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1494818.000000 Penalty: 4878.502441
	Iteration 0F: 3 clusters Score -1494818 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1499105.625000 Penalty: 4878.502441
	Iteration 1F: 3 clusters Score -1499106 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1499676.875000 Penalty: 4878.502441
	Iteration 2F: 3 clusters Score -1499677 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1500317.750000 Penalty: 4878.502441
	Iteration 3F: 3 clusters Score -1500318 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1501160.875000 Penalty: 4878.502441
	Iteration 4F: 3 clusters Score -1501161 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1502187.250000 Penalty: 4878.502441
	Iteration 5F: 3 clusters Score -1502187 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1503245.500000 Penalty: 4878.502441
	Iteration 6F: 3 clusters Score -1503246 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1504152.000000 Penalty: 4878.502441
	Iteration 7F: 3 clusters Score -1504152 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1504767.000000 Penalty: 4878.502441
	Iteration 8Q: 3 clusters Score -1504767 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1505112.750000 Penalty: 4878.502441
	Iteration 9Q: 3 clusters Score -1505113 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1505299.750000 Penalty: 4878.502441
	Iteration 10Q: 3 clusters Score -1505300 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1505430.250000 Penalty: 4878.502441
	Iteration 11Q: 3 clusters Score -1505430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1505513.875000 Penalty: 4878.502441
	Iteration 12Q: 3 clusters Score -1505514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1505584.375000 Penalty: 4878.502441
	Iteration 13Q: 3 clusters Score -1505584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1505643.625000 Penalty: 4878.502441
	Iteration 14Q: 3 clusters Score -1505644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1505681.625000 Penalty: 4878.502441
	Iteration 15Q: 3 clusters Score -1505682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1505705.500000 Penalty: 4878.502441
	Iteration 16Q: 3 clusters Score -1505706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1505726.375000 Penalty: 4878.502441
	Iteration 17Q: 3 clusters Score -1505726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1505741.375000 Penalty: 4878.502441
	Iteration 18Q: 3 clusters Score -1505741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1505755.625000 Penalty: 4878.502441
	Iteration 19Q: 3 clusters Score -1505756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1505764.000000 Penalty: 4878.502441
	Iteration 20F: 3 clusters Score -1505764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1505774.125000 Penalty: 4878.502441
	Iteration 21Q: 3 clusters Score -1505774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1505775.125000 Penalty: 4878.502441
	Iteration 22Q: 3 clusters Score -1505775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1505780.625000 Penalty: 4878.502441
	Iteration 23Q: 3 clusters Score -1505781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1505786.000000 Penalty: 4878.502441
	Iteration 24Q: 3 clusters Score -1505786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1505787.125000 Penalty: 4878.502441
	Iteration 25Q: 3 clusters Score -1505787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1505790.750000 Penalty: 4878.502441
	Iteration 26Q: 3 clusters Score -1505791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1505796.625000 Penalty: 4878.502441
	Iteration 27Q: 3 clusters Score -1505797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1505798.000000 Penalty: 4878.502441
	Iteration 28Q: 3 clusters Score -1505798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1505804.000000 Penalty: 4878.502441
	Iteration 29Q: 3 clusters Score -1505804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1505811.500000 Penalty: 4878.502441
	Iteration 30Q: 3 clusters Score -1505812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1505818.000000 Penalty: 4878.502441
	Iteration 31Q: 3 clusters Score -1505818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1505821.250000 Penalty: 4878.502441
	Iteration 32Q: 3 clusters Score -1505821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1505828.250000 Penalty: 4878.502441
	Iteration 33Q: 3 clusters Score -1505828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1505834.875000 Penalty: 4878.502441
	Iteration 34Q: 3 clusters Score -1505835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1505839.625000 Penalty: 4878.502441
	Iteration 35Q: 3 clusters Score -1505840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1505843.375000 Penalty: 4878.502441
	Iteration 36Q: 3 clusters Score -1505843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1505841.625000 Penalty: 4878.502441
	Iteration 37Q: 3 clusters Score -1505842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1505845.375000 Penalty: 4878.502441
	Iteration 38Q: 3 clusters Score -1505845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1505845.375000 Penalty: 4878.502441
	Iteration 39Q: 3 clusters Score -1505845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1505852.500000 Penalty: 4878.502441
	Iteration 40F: 3 clusters Score -1505852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1505852.000000 Penalty: 4878.502441
	Iteration 41Q: 3 clusters Score -1505852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1505853.375000 Penalty: 4878.502441
	Iteration 42Q: 3 clusters Score -1505853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1505856.750000 Penalty: 4878.502441
	Iteration 43Q: 3 clusters Score -1505857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1505856.000000 Penalty: 4878.502441
	Iteration 44Q: 3 clusters Score -1505856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1505855.500000 Penalty: 4878.502441
	Iteration 45Q: 3 clusters Score -1505856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1505859.000000 Penalty: 4878.502441
	Iteration 46Q: 3 clusters Score -1505859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1505857.625000 Penalty: 4878.502441
	Iteration 47Q: 3 clusters Score -1505858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1505860.625000 Penalty: 4878.502441
	Iteration 48Q: 3 clusters Score -1505861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1505860.625000 Penalty: 4878.502441
	Iteration 49F: 3 clusters Score -1505861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -36339.839844 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -36339.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34872.769531 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -34872.77 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35124.062500 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -35124.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35205.195312 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -35205.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35296.195312 Penalty: 3134.208252
	Iteration 3F: 3 clusters Score -35296.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35370.035156 Penalty: 3134.208252
	Iteration 4F: 3 clusters Score -35370.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35492.988281 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -35492.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35596.792969 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -35596.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35687.851562 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -35687.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35790.277344 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -35790.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35877.246094 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -35877.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35944.847656 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -35944.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36007.890625 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -36007.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36025.082031 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -36025.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36031.089844 Penalty: 3134.208252
	Iteration 13Q: 3 clusters Score -36031.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36038.226562 Penalty: 3134.208252
	Iteration 14Q: 3 clusters Score -36038.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36044.960938 Penalty: 3134.208252
	Iteration 15Q: 3 clusters Score -36044.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36068.312500 Penalty: 3134.208252
	Iteration 16Q: 3 clusters Score -36068.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36089.636719 Penalty: 3134.208252
	Iteration 17Q: 3 clusters Score -36089.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36118.242188 Penalty: 3134.208252
	Iteration 18Q: 3 clusters Score -36118.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36128.792969 Penalty: 3134.208252
	Iteration 19Q: 3 clusters Score -36128.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36152.480469 Penalty: 3134.208252
	Iteration 20F: 3 clusters Score -36152.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36213.351562 Penalty: 3134.208252
	Iteration 21Q: 3 clusters Score -36213.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36259.296875 Penalty: 3134.208252
	Iteration 22Q: 3 clusters Score -36259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36306.675781 Penalty: 3134.208252
	Iteration 23Q: 3 clusters Score -36306.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36337.816406 Penalty: 3134.208252
	Iteration 24Q: 3 clusters Score -36337.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36342.464844 Penalty: 3134.208252
	Iteration 25Q: 3 clusters Score -36342.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36345.097656 Penalty: 3134.208252
	Iteration 26Q: 3 clusters Score -36345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36349.578125 Penalty: 3134.208252
	Iteration 27Q: 3 clusters Score -36349.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36373.320312 Penalty: 3134.208252
	Iteration 28Q: 3 clusters Score -36373.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36377.453125 Penalty: 3134.208252
	Iteration 29Q: 3 clusters Score -36377.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36379.039062 Penalty: 3134.208252
	Iteration 30Q: 3 clusters Score -36379.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36380.289062 Penalty: 3134.208252
	Iteration 31Q: 3 clusters Score -36380.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36380.289062 Penalty: 3134.208252
	Iteration 32F: 3 clusters Score -36380.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 133 members 
Entering Unmasked Estep 
Score: -150787392.000000 Penalty: 242702.312500
Splitting cluster 16 changes total score from -150789328.000000 to -150787392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (123890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123890 members 
Entering Unmasked Estep 
Score: -12213708.000000 Penalty: 2908.333008
	Iteration 0F: 2 clusters Score -1.221371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -12131149.000000 Penalty: 5816.666016
	Iteration 0F: 3 clusters Score -1.213115e+07 nChanged 59147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -12165477.000000 Penalty: 5816.666016
	Iteration 1F: 3 clusters Score -1.216548e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -12166418.000000 Penalty: 5816.666016
	Iteration 2Q: 3 clusters Score -1.216642e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -12167624.000000 Penalty: 5816.666016
	Iteration 3Q: 3 clusters Score -1.216762e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -12169277.000000 Penalty: 5816.666016
	Iteration 4Q: 3 clusters Score -1.216928e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -12171259.000000 Penalty: 5816.666016
	Iteration 5Q: 3 clusters Score -1.217126e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -12174295.000000 Penalty: 5816.666016
	Iteration 6Q: 3 clusters Score -1.21743e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -12178487.000000 Penalty: 5816.666016
	Iteration 7F: 3 clusters Score -1.217849e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -12183973.000000 Penalty: 5816.666016
	Iteration 8F: 3 clusters Score -1.218397e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -12189934.000000 Penalty: 5816.666016
	Iteration 9F: 3 clusters Score -1.218993e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -12195297.000000 Penalty: 5816.666016
	Iteration 10F: 3 clusters Score -1.21953e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -12199397.000000 Penalty: 5816.666016
	Iteration 11Q: 3 clusters Score -1.21994e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
Score: -12202080.000000 Penalty: 5816.666016
	Iteration 12Q: 3 clusters Score -1.220208e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -12203991.000000 Penalty: 5816.666016
	Iteration 13Q: 3 clusters Score -1.220399e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -12205444.000000 Penalty: 5816.666016
	Iteration 14Q: 3 clusters Score -1.220544e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -12206436.000000 Penalty: 5816.666016
	Iteration 15Q: 3 clusters Score -1.220644e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -12207233.000000 Penalty: 5816.666016
	Iteration 16Q: 3 clusters Score -1.220723e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -12207936.000000 Penalty: 5816.666016
	Iteration 17Q: 3 clusters Score -1.220794e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -12208498.000000 Penalty: 5816.666016
	Iteration 18Q: 3 clusters Score -1.22085e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 119052 members 
Entering Unmasked Estep 
Score: -12208934.000000 Penalty: 5816.666016
	Iteration 19Q: 3 clusters Score -1.220893e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 119754 members 
Entering Unmasked Estep 
Score: -12209236.000000 Penalty: 5816.666016
	Iteration 20F: 3 clusters Score -1.220924e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 120334 members 
Entering Unmasked Estep 
Score: -12209601.000000 Penalty: 5816.666016
	Iteration 21Q: 3 clusters Score -1.22096e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 120821 members 
Entering Unmasked Estep 
Score: -12209819.000000 Penalty: 5816.666016
	Iteration 22Q: 3 clusters Score -1.220982e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -12210011.000000 Penalty: 5816.666016
	Iteration 23Q: 3 clusters Score -1.221001e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -12210197.000000 Penalty: 5816.666016
	Iteration 24Q: 3 clusters Score -1.22102e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -12210374.000000 Penalty: 5816.666016
	Iteration 25Q: 3 clusters Score -1.221037e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 122033 members 
Entering Unmasked Estep 
Score: -12210498.000000 Penalty: 5816.666016
	Iteration 26Q: 3 clusters Score -1.22105e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -12210582.000000 Penalty: 5816.666016
	Iteration 27Q: 3 clusters Score -1.221058e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -12210693.000000 Penalty: 5816.666016
	Iteration 28Q: 3 clusters Score -1.221069e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -12210802.000000 Penalty: 5816.666016
	Iteration 29Q: 3 clusters Score -1.22108e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -12210856.000000 Penalty: 5816.666016
	Iteration 30Q: 3 clusters Score -1.221086e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -12210896.000000 Penalty: 5816.666016
	Iteration 31Q: 3 clusters Score -1.22109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 122613 members 
Entering Unmasked Estep 
Score: -12210954.000000 Penalty: 5816.666016
	Iteration 32Q: 3 clusters Score -1.221095e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -12210988.000000 Penalty: 5816.666016
	Iteration 33Q: 3 clusters Score -1.221099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -12211019.000000 Penalty: 5816.666016
	Iteration 34Q: 3 clusters Score -1.221102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -12211037.000000 Penalty: 5816.666016
	Iteration 35Q: 3 clusters Score -1.221104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 122754 members 
Entering Unmasked Estep 
Score: -12211067.000000 Penalty: 5816.666016
	Iteration 36Q: 3 clusters Score -1.221107e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 122775 members 
Entering Unmasked Estep 
Score: -12211076.000000 Penalty: 5816.666016
	Iteration 37Q: 3 clusters Score -1.221108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -12211104.000000 Penalty: 5816.666016
	Iteration 38Q: 3 clusters Score -1.22111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -12211131.000000 Penalty: 5816.666016
	Iteration 39Q: 3 clusters Score -1.221113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -12211138.000000 Penalty: 5816.666016
	Iteration 40F: 3 clusters Score -1.221114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -12211164.000000 Penalty: 5816.666016
	Iteration 41Q: 3 clusters Score -1.221116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -12211199.000000 Penalty: 5816.666016
	Iteration 42Q: 3 clusters Score -1.22112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 122925 members 
Entering Unmasked Estep 
Score: -12211198.000000 Penalty: 5816.666016
	Iteration 43Q: 3 clusters Score -1.22112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -12211209.000000 Penalty: 5816.666016
	Iteration 44Q: 3 clusters Score -1.221121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -12211224.000000 Penalty: 5816.666016
	Iteration 45Q: 3 clusters Score -1.221122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -12211233.000000 Penalty: 5816.666016
	Iteration 46Q: 3 clusters Score -1.221123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -12211248.000000 Penalty: 5816.666016
	Iteration 47Q: 3 clusters Score -1.221125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -12211252.000000 Penalty: 5816.666016
	Iteration 48Q: 3 clusters Score -1.221125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -12211245.000000 Penalty: 5816.666016
	Iteration 49Q: 3 clusters Score -1.221124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -12211250.000000 Penalty: 5816.666016
	Iteration 50Q: 3 clusters Score -1.221125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -12211252.000000 Penalty: 5816.666016
	Iteration 51Q: 3 clusters Score -1.221125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -12211252.000000 Penalty: 5816.666016
	Iteration 52Q: 3 clusters Score -1.221125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -12211251.000000 Penalty: 5816.666016
	Iteration 53Q: 3 clusters Score -1.221125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -12211251.000000 Penalty: 5816.666016
	Iteration 54Q: 3 clusters Score -1.221125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -12211251.000000 Penalty: 5816.666016
	Iteration 55F: 3 clusters Score -1.221125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Entering Unmasked Estep 
Score: -13934535.000000 Penalty: 2986.577881
	Iteration 0F: 2 clusters Score -1.393454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -13820504.000000 Penalty: 5973.155762
	Iteration 0F: 3 clusters Score -1.38205e+07 nChanged 81688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -13867612.000000 Penalty: 5973.155762
	Iteration 1F: 3 clusters Score -1.386761e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -13868637.000000 Penalty: 5973.155762
	Iteration 2Q: 3 clusters Score -1.386864e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -13870258.000000 Penalty: 5973.155762
	Iteration 3Q: 3 clusters Score -1.387026e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -13872631.000000 Penalty: 5973.155762
	Iteration 4Q: 3 clusters Score -1.387263e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -13876260.000000 Penalty: 5973.155762
	Iteration 5Q: 3 clusters Score -1.387626e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -13881486.000000 Penalty: 5973.155762
	Iteration 6F: 3 clusters Score -1.388149e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -13887914.000000 Penalty: 5973.155762
	Iteration 7F: 3 clusters Score -1.388791e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -13893686.000000 Penalty: 5973.155762
	Iteration 8F: 3 clusters Score -1.389369e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -13898454.000000 Penalty: 5973.155762
	Iteration 9F: 3 clusters Score -1.389845e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -13902424.000000 Penalty: 5973.155762
	Iteration 10Q: 3 clusters Score -1.390242e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -13905558.000000 Penalty: 5973.155762
	Iteration 11Q: 3 clusters Score -1.390556e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -13908985.000000 Penalty: 5973.155762
	Iteration 12Q: 3 clusters Score -1.390898e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145770 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -13913044.000000 Penalty: 5973.155762
	Iteration 13Q: 3 clusters Score -1.391304e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -13917605.000000 Penalty: 5973.155762
	Iteration 14Q: 3 clusters Score -1.39176e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -13922525.000000 Penalty: 5973.155762
	Iteration 15Q: 3 clusters Score -1.392252e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -13926673.000000 Penalty: 5973.155762
	Iteration 16Q: 3 clusters Score -1.392667e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -13929401.000000 Penalty: 5973.155762
	Iteration 17Q: 3 clusters Score -1.39294e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13930740.000000 Penalty: 5973.155762
	Iteration 18Q: 3 clusters Score -1.393074e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13931348.000000 Penalty: 5973.155762
	Iteration 19Q: 3 clusters Score -1.393135e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13931659.000000 Penalty: 5973.155762
	Iteration 20F: 3 clusters Score -1.393166e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13931790.000000 Penalty: 5973.155762
	Iteration 21Q: 3 clusters Score -1.393179e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13931863.000000 Penalty: 5973.155762
	Iteration 22Q: 3 clusters Score -1.393186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13931915.000000 Penalty: 5973.155762
	Iteration 23Q: 3 clusters Score -1.393192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13931964.000000 Penalty: 5973.155762
	Iteration 24Q: 3 clusters Score -1.393196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13931986.000000 Penalty: 5973.155762
	Iteration 25Q: 3 clusters Score -1.393199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13932000.000000 Penalty: 5973.155762
	Iteration 26Q: 3 clusters Score -1.3932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169446 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13932017.000000 Penalty: 5973.155762
	Iteration 27Q: 3 clusters Score -1.393202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13932033.000000 Penalty: 5973.155762
	Iteration 28Q: 3 clusters Score -1.393203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13932059.000000 Penalty: 5973.155762
	Iteration 29Q: 3 clusters Score -1.393206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13932064.000000 Penalty: 5973.155762
	Iteration 30Q: 3 clusters Score -1.393206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13932057.000000 Penalty: 5973.155762
	Iteration 31Q: 3 clusters Score -1.393206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13932061.000000 Penalty: 5973.155762
	Iteration 32Q: 3 clusters Score -1.393206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13932061.000000 Penalty: 5973.155762
	Iteration 33Q: 3 clusters Score -1.393206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13932070.000000 Penalty: 5973.155762
	Iteration 34Q: 3 clusters Score -1.393207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13932070.000000 Penalty: 5973.155762
	Iteration 35F: 3 clusters Score -1.393207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Entering Unmasked Estep 
Score: -9241673.000000 Penalty: 2823.045898
	Iteration 0F: 2 clusters Score -9241673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -9184931.000000 Penalty: 5646.091797
	Iteration 0F: 3 clusters Score -9184931 nChanged 41443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -9208714.000000 Penalty: 5646.091797
	Iteration 1F: 3 clusters Score -9208714 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -9209878.000000 Penalty: 5646.091797
	Iteration 2Q: 3 clusters Score -9209878 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -9211362.000000 Penalty: 5646.091797
	Iteration 3Q: 3 clusters Score -9211362 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -9213153.000000 Penalty: 5646.091797
	Iteration 4Q: 3 clusters Score -9213153 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -9215304.000000 Penalty: 5646.091797
	Iteration 5Q: 3 clusters Score -9215304 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -9218109.000000 Penalty: 5646.091797
	Iteration 6F: 3 clusters Score -9218109 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -9222225.000000 Penalty: 5646.091797
	Iteration 7F: 3 clusters Score -9222225 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -9227162.000000 Penalty: 5646.091797
	Iteration 8F: 3 clusters Score -9227162 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -9231043.000000 Penalty: 5646.091797
	Iteration 9F: 3 clusters Score -9231043 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -9232877.000000 Penalty: 5646.091797
	Iteration 10Q: 3 clusters Score -9232877 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -9233855.000000 Penalty: 5646.091797
	Iteration 11Q: 3 clusters Score -9233855 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -9234611.000000 Penalty: 5646.091797
	Iteration 12Q: 3 clusters Score -9234611 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -9235390.000000 Penalty: 5646.091797
	Iteration 13Q: 3 clusters Score -9235390 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -9235943.000000 Penalty: 5646.091797
	Iteration 14Q: 3 clusters Score -9235943 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -9236391.000000 Penalty: 5646.091797
	Iteration 15Q: 3 clusters Score -9236391 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -9236693.000000 Penalty: 5646.091797
	Iteration 16Q: 3 clusters Score -9236693 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -9236947.000000 Penalty: 5646.091797
	Iteration 17Q: 3 clusters Score -9236947 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -9237132.000000 Penalty: 5646.091797
	Iteration 18Q: 3 clusters Score -9237132 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -9237270.000000 Penalty: 5646.091797
	Iteration 19Q: 3 clusters Score -9237270 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9237500 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9237696 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9237816 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9237949 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9238020 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -9238127.000000 Penalty: 5646.091797
	Iteration 25Q: 3 clusters Score -9238127 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -9238161.000000 Penalty: 5646.091797
	Iteration 26Q: 3 clusters Score -9238161 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9238197 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9238297 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -9238338.000000 Penalty: 5646.091797
	Iteration 29Q: 3 clusters Score -9238338 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -9238367.000000 Penalty: 5646.091797
	Iteration 30Q: 3 clusters Score -9238367 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -9238422.000000 Penalty: 5646.091797
	Iteration 31Q: 3 clusters Score -9238422 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9238466 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -9238507.000000 Penalty: 5646.091797
	Iteration 33Q: 3 clusters Score -9238507 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -9238548.000000 Penalty: 5646.091797
	Iteration 34Q: 3 clusters Score -9238548 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9238578 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9238610 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9238665 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9238716 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9238768 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9238862 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9238900 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9238944 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9239007 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9239009 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9239050 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9239099 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9239126 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9239129 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -9239162.000000 Penalty: 5646.091797
	Iteration 49Q: 3 clusters Score -9239162 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9239219 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9239249 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9239293 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9239340 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9239362 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9239397 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9239435 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9239441 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9239467 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9239484 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -9239491.000000 Penalty: 5646.091797
	Iteration 60F: 3 clusters Score -9239491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9239534 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -9239551.000000 Penalty: 5646.091797
	Iteration 62Q: 3 clusters Score -9239551 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9239575 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9239598 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9239630 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9239628 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9239628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9239638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9239658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9239644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9239624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9239640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9239661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9239687 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9239658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9239682 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9239697 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9239701 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9239694 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9239701 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9239706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9239705 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9239714 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 82926 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9239705 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9239719 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9239708 nChanged 52
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Mstep: Class 1 contains 4766 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9239712 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9239714 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9239742 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9239763 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9239754 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9239750 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4530 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9239745 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9239730 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4465 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9239734 nChanged 45
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Mstep: Class 1 contains 4426 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9239741 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9239749 nChanged 34
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Mstep: Class 1 contains 4357 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9239756 nChanged 37
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Mstep: Class 1 contains 4326 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9239735 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4295 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9239743 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9239752 nChanged 36
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Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9239751 nChanged 25
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Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9239735 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9239732 nChanged 26
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Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9239741 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9239739 nChanged 31
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Mstep: Class 1 contains 4095 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9239763 nChanged 32
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9239764 nChanged 33
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Mstep: Class 1 contains 4032 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9239758 nChanged 22
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Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9239747 nChanged 26
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Mstep: Class 1 contains 3984 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9239737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -9239750.000000 Penalty: 5646.091797
	Iteration 112Q: 3 clusters Score -9239750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -9239745.000000 Penalty: 5646.091797
	Iteration 113Q: 3 clusters Score -9239745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -9239753.000000 Penalty: 5646.091797
	Iteration 114Q: 3 clusters Score -9239753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -9239745.000000 Penalty: 5646.091797
	Iteration 115Q: 3 clusters Score -9239745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -9239734.000000 Penalty: 5646.091797
	Iteration 116Q: 3 clusters Score -9239734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -9239742.000000 Penalty: 5646.091797
	Iteration 117Q: 3 clusters Score -9239742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -9239759.000000 Penalty: 5646.091797
	Iteration 118Q: 3 clusters Score -9239759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -9239754.000000 Penalty: 5646.091797
	Iteration 119Q: 3 clusters Score -9239754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -9239757.000000 Penalty: 5646.091797
	Iteration 120F: 3 clusters Score -9239757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -9239747.000000 Penalty: 5646.091797
	Iteration 121Q: 3 clusters Score -9239747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -9239728.000000 Penalty: 5646.091797
	Iteration 122Q: 3 clusters Score -9239728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -9239732.000000 Penalty: 5646.091797
	Iteration 123Q: 3 clusters Score -9239732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -9239733.000000 Penalty: 5646.091797
	Iteration 124Q: 3 clusters Score -9239733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -9239736.000000 Penalty: 5646.091797
	Iteration 125Q: 3 clusters Score -9239736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -9239741.000000 Penalty: 5646.091797
	Iteration 126Q: 3 clusters Score -9239741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -9239737.000000 Penalty: 5646.091797
	Iteration 127Q: 3 clusters Score -9239737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -9239753.000000 Penalty: 5646.091797
	Iteration 128Q: 3 clusters Score -9239753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -9239749.000000 Penalty: 5646.091797
	Iteration 129Q: 3 clusters Score -9239749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -9239757.000000 Penalty: 5646.091797
	Iteration 130Q: 3 clusters Score -9239757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -9239742.000000 Penalty: 5646.091797
	Iteration 131Q: 3 clusters Score -9239742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -9239743.000000 Penalty: 5646.091797
	Iteration 132Q: 3 clusters Score -9239743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -9239743.000000 Penalty: 5646.091797
	Iteration 133F: 3 clusters Score -9239743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -199685.734375 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -199685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196699.875000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -196699.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -197242.500000 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -197242.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -197379.703125 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -197379.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -197475.531250 Penalty: 3895.772949
	Iteration 3Q: 3 clusters Score -197475.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -197552.406250 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -197552.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -197602.843750 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -197602.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -197647.578125 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -197647.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -197678.390625 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -197678.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -197712.703125 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -197712.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -197742.671875 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -197742.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -197766.656250 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -197766.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -197795.250000 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -197795.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -197824.093750 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -197824.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -197840.953125 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -197841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -197855.875000 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -197855.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -197868.718750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -197868.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -197890.984375 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -197891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -197909.843750 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -197909.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -197923.875000 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -197923.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -197938.796875 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -197938.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -197951.265625 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -197951.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -197963.578125 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -197963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -197979.453125 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -197979.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -197996.625000 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -197996.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -198011.125000 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -198011.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -198026.531250 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -198026.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -198037.625000 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -198037.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -198043.046875 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -198043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -198046.906250 Penalty: 3895.772949
	Iteration 28Q: 3 clusters Score -198046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -198051.390625 Penalty: 3895.772949
	Iteration 29Q: 3 clusters Score -198051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -198056.593750 Penalty: 3895.772949
	Iteration 30Q: 3 clusters Score -198056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -198060.421875 Penalty: 3895.772949
	Iteration 31Q: 3 clusters Score -198060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -198062.671875 Penalty: 3895.772949
	Iteration 32Q: 3 clusters Score -198062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -198065.187500 Penalty: 3895.772949
	Iteration 33Q: 3 clusters Score -198065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -198069.031250 Penalty: 3895.772949
	Iteration 34Q: 3 clusters Score -198069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -198073.000000 Penalty: 3895.772949
	Iteration 35Q: 3 clusters Score -198073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -198073.187500 Penalty: 3895.772949
	Iteration 36Q: 3 clusters Score -198073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -198074.125000 Penalty: 3895.772949
	Iteration 37Q: 3 clusters Score -198074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -198074.453125 Penalty: 3895.772949
	Iteration 38Q: 3 clusters Score -198074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -198074.890625 Penalty: 3895.772949
	Iteration 39Q: 3 clusters Score -198074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -198075.750000 Penalty: 3895.772949
	Iteration 40F: 3 clusters Score -198075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -198075.968750 Penalty: 3895.772949
	Iteration 41Q: 3 clusters Score -198076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -198077.000000 Penalty: 3895.772949
	Iteration 42Q: 3 clusters Score -198077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -198077.000000 Penalty: 3895.772949
	Iteration 43F: 3 clusters Score -198077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -177582.984375 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -177583 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 1150 members 
Entering Unmasked Estep 
Score: -174756.015625 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -174756 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -175324.515625 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -175324.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -175515.437500 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -175515.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -175636.937500 Penalty: 3845.371338
	Iteration 3F: 3 clusters Score -175636.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -175731.968750 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -175732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -175811.375000 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -175811.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175873.562500 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -175873.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -175936.515625 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -175936.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -175995.953125 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -175996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176053.812500 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -176053.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -176107.546875 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -176107.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176153.015625 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -176153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176195.796875 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -176195.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -176226.921875 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -176226.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -176253.453125 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -176253.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -176273.890625 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -176273.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -176289.921875 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -176289.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176300.187500 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -176300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -176305.046875 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -176305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -176311.906250 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -176311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176315.109375 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -176315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176319.500000 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -176319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -176324.203125 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -176324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -176328.171875 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -176328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176332.328125 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -176332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -176334.250000 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -176334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -176335.421875 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -176335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -176337.343750 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -176337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -176339.703125 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -176339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176342.640625 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -176342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -176345.125000 Penalty: 3845.371338
	Iteration 30Q: 3 clusters Score -176345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -176346.109375 Penalty: 3845.371338
	Iteration 31Q: 3 clusters Score -176346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -176347.234375 Penalty: 3845.371338
	Iteration 32Q: 3 clusters Score -176347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -176347.781250 Penalty: 3845.371338
	Iteration 33Q: 3 clusters Score -176347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -176351.000000 Penalty: 3845.371338
	Iteration 34Q: 3 clusters Score -176351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -176357.296875 Penalty: 3845.371338
	Iteration 35Q: 3 clusters Score -176357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -176363.843750 Penalty: 3845.371338
	Iteration 36Q: 3 clusters Score -176363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -176370.828125 Penalty: 3845.371338
	Iteration 37Q: 3 clusters Score -176370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -176373.359375 Penalty: 3845.371338
	Iteration 38Q: 3 clusters Score -176373.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176378.984375 Penalty: 3845.371338
	Iteration 39Q: 3 clusters Score -176379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -176380.906250 Penalty: 3845.371338
	Iteration 40F: 3 clusters Score -176380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176382.125000 Penalty: 3845.371338
	Iteration 41Q: 3 clusters Score -176382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176384.609375 Penalty: 3845.371338
	Iteration 42Q: 3 clusters Score -176384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -176390.234375 Penalty: 3845.371338
	Iteration 43Q: 3 clusters Score -176390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -176391.156250 Penalty: 3845.371338
	Iteration 44Q: 3 clusters Score -176391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -176391.953125 Penalty: 3845.371338
	Iteration 45Q: 3 clusters Score -176392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176392.843750 Penalty: 3845.371338
	Iteration 46Q: 3 clusters Score -176392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176392.843750 Penalty: 3845.371338
	Iteration 47F: 3 clusters Score -176392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Entering Unmasked Estep 
Score: -1367691.875000 Penalty: 2423.260742
	Iteration 0F: 2 clusters Score -1367692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1355302.250000 Penalty: 4846.521484
	Iteration 0F: 3 clusters Score -1355302 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1359481.375000 Penalty: 4846.521484
	Iteration 1F: 3 clusters Score -1359481 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1360294.000000 Penalty: 4846.521484
	Iteration 2F: 3 clusters Score -1360294 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1361214.625000 Penalty: 4846.521484
	Iteration 3F: 3 clusters Score -1361215 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1362284.625000 Penalty: 4846.521484
	Iteration 4F: 3 clusters Score -1362285 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1363496.375000 Penalty: 4846.521484
	Iteration 5F: 3 clusters Score -1363496 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1364677.250000 Penalty: 4846.521484
	Iteration 6F: 3 clusters Score -1364677 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1365580.000000 Penalty: 4846.521484
	Iteration 7F: 3 clusters Score -1365580 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1366241.750000 Penalty: 4846.521484
	Iteration 8Q: 3 clusters Score -1366242 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1366749.875000 Penalty: 4846.521484
	Iteration 9Q: 3 clusters Score -1366750 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1367121.375000 Penalty: 4846.521484
	Iteration 10Q: 3 clusters Score -1367121 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1367349.000000 Penalty: 4846.521484
	Iteration 11Q: 3 clusters Score -1367349 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1367475.000000 Penalty: 4846.521484
	Iteration 12Q: 3 clusters Score -1367475 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1367561.375000 Penalty: 4846.521484
	Iteration 13Q: 3 clusters Score -1367561 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1367624.875000 Penalty: 4846.521484
	Iteration 14Q: 3 clusters Score -1367625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1367683.250000 Penalty: 4846.521484
	Iteration 15Q: 3 clusters Score -1367683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1367737.375000 Penalty: 4846.521484
	Iteration 16Q: 3 clusters Score -1367737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1367775.125000 Penalty: 4846.521484
	Iteration 17Q: 3 clusters Score -1367775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1367797.375000 Penalty: 4846.521484
	Iteration 18Q: 3 clusters Score -1367797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1367801.750000 Penalty: 4846.521484
	Iteration 19Q: 3 clusters Score -1367802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1367803.125000 Penalty: 4846.521484
	Iteration 20F: 3 clusters Score -1367803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1367803.750000 Penalty: 4846.521484
	Iteration 21Q: 3 clusters Score -1367804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1367806.000000 Penalty: 4846.521484
	Iteration 22Q: 3 clusters Score -1367806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1367805.750000 Penalty: 4846.521484
	Iteration 23Q: 3 clusters Score -1367806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1367806.875000 Penalty: 4846.521484
	Iteration 24Q: 3 clusters Score -1367807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1367806.250000 Penalty: 4846.521484
	Iteration 25Q: 3 clusters Score -1367806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1367807.875000 Penalty: 4846.521484
	Iteration 26Q: 3 clusters Score -1367808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1367807.750000 Penalty: 4846.521484
	Iteration 27Q: 3 clusters Score -1367808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1367811.000000 Penalty: 4846.521484
	Iteration 28Q: 3 clusters Score -1367811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1367811.375000 Penalty: 4846.521484
	Iteration 29Q: 3 clusters Score -1367811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1367813.375000 Penalty: 4846.521484
	Iteration 30Q: 3 clusters Score -1367813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1367815.375000 Penalty: 4846.521484
	Iteration 31Q: 3 clusters Score -1367815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1367819.250000 Penalty: 4846.521484
	Iteration 32Q: 3 clusters Score -1367819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1367816.375000 Penalty: 4846.521484
	Iteration 33Q: 3 clusters Score -1367816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1367817.500000 Penalty: 4846.521484
	Iteration 34Q: 3 clusters Score -1367818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1367817.500000 Penalty: 4846.521484
	Iteration 35F: 3 clusters Score -1367818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 14529 members 
Entering Unmasked Estep 
Score: -150787808.000000 Penalty: 242702.312500
Splitting cluster 22 changes total score from -150789328.000000 to -150787808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -482507.906250 Penalty: 2163.966064
	Iteration 0F: 2 clusters Score -482507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -477220.093750 Penalty: 4327.932129
	Iteration 0F: 3 clusters Score -477220.1 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -478557.281250 Penalty: 4327.932129
	Iteration 1F: 3 clusters Score -478557.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -478773.687500 Penalty: 4327.932129
	Iteration 2F: 3 clusters Score -478773.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -478917.750000 Penalty: 4327.932129
	Iteration 3Q: 3 clusters Score -478917.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -479055.593750 Penalty: 4327.932129
	Iteration 4Q: 3 clusters Score -479055.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -479199.031250 Penalty: 4327.932129
	Iteration 5Q: 3 clusters Score -479199 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -479329.500000 Penalty: 4327.932129
	Iteration 6Q: 3 clusters Score -479329.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -479427.062500 Penalty: 4327.932129
	Iteration 7Q: 3 clusters Score -479427.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -479523.031250 Penalty: 4327.932129
	Iteration 8Q: 3 clusters Score -479523 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -479604.281250 Penalty: 4327.932129
	Iteration 9Q: 3 clusters Score -479604.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -479664.531250 Penalty: 4327.932129
	Iteration 10Q: 3 clusters Score -479664.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -479729.281250 Penalty: 4327.932129
	Iteration 11Q: 3 clusters Score -479729.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -479788.218750 Penalty: 4327.932129
	Iteration 12Q: 3 clusters Score -479788.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -479849.437500 Penalty: 4327.932129
	Iteration 13Q: 3 clusters Score -479849.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -479902.750000 Penalty: 4327.932129
	Iteration 14Q: 3 clusters Score -479902.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -479971.312500 Penalty: 4327.932129
	Iteration 15Q: 3 clusters Score -479971.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -480044.968750 Penalty: 4327.932129
	Iteration 16Q: 3 clusters Score -480045 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -480109.312500 Penalty: 4327.932129
	Iteration 17Q: 3 clusters Score -480109.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -480164.968750 Penalty: 4327.932129
	Iteration 18Q: 3 clusters Score -480165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -480224.218750 Penalty: 4327.932129
	Iteration 19Q: 3 clusters Score -480224.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -480277.000000 Penalty: 4327.932129
	Iteration 20F: 3 clusters Score -480277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -480328.968750 Penalty: 4327.932129
	Iteration 21Q: 3 clusters Score -480329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -480378.312500 Penalty: 4327.932129
	Iteration 22Q: 3 clusters Score -480378.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -480424.812500 Penalty: 4327.932129
	Iteration 23Q: 3 clusters Score -480424.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -480465.281250 Penalty: 4327.932129
	Iteration 24Q: 3 clusters Score -480465.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -480495.812500 Penalty: 4327.932129
	Iteration 25Q: 3 clusters Score -480495.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -480525.531250 Penalty: 4327.932129
	Iteration 26Q: 3 clusters Score -480525.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -480552.906250 Penalty: 4327.932129
	Iteration 27Q: 3 clusters Score -480552.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -480574.031250 Penalty: 4327.932129
	Iteration 28Q: 3 clusters Score -480574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -480586.781250 Penalty: 4327.932129
	Iteration 29Q: 3 clusters Score -480586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -480592.750000 Penalty: 4327.932129
	Iteration 30Q: 3 clusters Score -480592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -480598.031250 Penalty: 4327.932129
	Iteration 31Q: 3 clusters Score -480598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -480602.250000 Penalty: 4327.932129
	Iteration 32Q: 3 clusters Score -480602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -480605.343750 Penalty: 4327.932129
	Iteration 33Q: 3 clusters Score -480605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -480609.281250 Penalty: 4327.932129
	Iteration 34Q: 3 clusters Score -480609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -480611.531250 Penalty: 4327.932129
	Iteration 35Q: 3 clusters Score -480611.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -480618.625000 Penalty: 4327.932129
	Iteration 36Q: 3 clusters Score -480618.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -480625.875000 Penalty: 4327.932129
	Iteration 37Q: 3 clusters Score -480625.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -480632.656250 Penalty: 4327.932129
	Iteration 38Q: 3 clusters Score -480632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -480634.937500 Penalty: 4327.932129
	Iteration 39Q: 3 clusters Score -480634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -480639.500000 Penalty: 4327.932129
	Iteration 40F: 3 clusters Score -480639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -480641.718750 Penalty: 4327.932129
	Iteration 41Q: 3 clusters Score -480641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -480644.625000 Penalty: 4327.932129
	Iteration 42Q: 3 clusters Score -480644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -480648.375000 Penalty: 4327.932129
	Iteration 43Q: 3 clusters Score -480648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -480653.687500 Penalty: 4327.932129
	Iteration 44Q: 3 clusters Score -480653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -480654.968750 Penalty: 4327.932129
	Iteration 45Q: 3 clusters Score -480655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -480658.187500 Penalty: 4327.932129
	Iteration 46Q: 3 clusters Score -480658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -480659.281250 Penalty: 4327.932129
	Iteration 47Q: 3 clusters Score -480659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -480659.562500 Penalty: 4327.932129
	Iteration 48Q: 3 clusters Score -480659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -480660.250000 Penalty: 4327.932129
	Iteration 49Q: 3 clusters Score -480660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -480661.875000 Penalty: 4327.932129
	Iteration 50Q: 3 clusters Score -480661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -480662.562500 Penalty: 4327.932129
	Iteration 51Q: 3 clusters Score -480662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -480662.562500 Penalty: 4327.932129
	Iteration 52F: 3 clusters Score -480662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Entering Unmasked Estep 
Score: -1362065.500000 Penalty: 2443.161377
	Iteration 0F: 2 clusters Score -1362066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1348615.375000 Penalty: 4886.322754
	Iteration 0F: 3 clusters Score -1348615 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1353236.000000 Penalty: 4886.322754
	Iteration 1F: 3 clusters Score -1353236 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1354016.875000 Penalty: 4886.322754
	Iteration 2F: 3 clusters Score -1354017 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1354903.250000 Penalty: 4886.322754
	Iteration 3F: 3 clusters Score -1354903 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1356033.875000 Penalty: 4886.322754
	Iteration 4F: 3 clusters Score -1356034 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1357200.875000 Penalty: 4886.322754
	Iteration 5F: 3 clusters Score -1357201 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1358160.500000 Penalty: 4886.322754
	Iteration 6F: 3 clusters Score -1358160 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1358762.375000 Penalty: 4886.322754
	Iteration 7F: 3 clusters Score -1358762 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1359145.500000 Penalty: 4886.322754
	Iteration 8Q: 3 clusters Score -1359146 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1359397.000000 Penalty: 4886.322754
	Iteration 9Q: 3 clusters Score -1359397 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1359551.000000 Penalty: 4886.322754
	Iteration 10Q: 3 clusters Score -1359551 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1359633.250000 Penalty: 4886.322754
	Iteration 11Q: 3 clusters Score -1359633 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1359688.500000 Penalty: 4886.322754
	Iteration 12Q: 3 clusters Score -1359688 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1359733.375000 Penalty: 4886.322754
	Iteration 13Q: 3 clusters Score -1359733 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1359772.000000 Penalty: 4886.322754
	Iteration 14Q: 3 clusters Score -1359772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1359803.750000 Penalty: 4886.322754
	Iteration 15Q: 3 clusters Score -1359804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1359830.125000 Penalty: 4886.322754
	Iteration 16Q: 3 clusters Score -1359830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1359844.875000 Penalty: 4886.322754
	Iteration 17Q: 3 clusters Score -1359845 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1359868.750000 Penalty: 4886.322754
	Iteration 18Q: 3 clusters Score -1359869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1359887.875000 Penalty: 4886.322754
	Iteration 19Q: 3 clusters Score -1359888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1359913.375000 Penalty: 4886.322754
	Iteration 20F: 3 clusters Score -1359913 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1359931.500000 Penalty: 4886.322754
	Iteration 21Q: 3 clusters Score -1359932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1359952.375000 Penalty: 4886.322754
	Iteration 22Q: 3 clusters Score -1359952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1359981.375000 Penalty: 4886.322754
	Iteration 23Q: 3 clusters Score -1359981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1360014.750000 Penalty: 4886.322754
	Iteration 24Q: 3 clusters Score -1360015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1360044.000000 Penalty: 4886.322754
	Iteration 25Q: 3 clusters Score -1360044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1360075.875000 Penalty: 4886.322754
	Iteration 26Q: 3 clusters Score -1360076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1360098.625000 Penalty: 4886.322754
	Iteration 27Q: 3 clusters Score -1360099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1360130.750000 Penalty: 4886.322754
	Iteration 28Q: 3 clusters Score -1360131 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1360170.000000 Penalty: 4886.322754
	Iteration 29Q: 3 clusters Score -1360170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1360190.500000 Penalty: 4886.322754
	Iteration 30Q: 3 clusters Score -1360190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1360223.875000 Penalty: 4886.322754
	Iteration 31Q: 3 clusters Score -1360224 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1360261.000000 Penalty: 4886.322754
	Iteration 32Q: 3 clusters Score -1360261 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1360295.625000 Penalty: 4886.322754
	Iteration 33Q: 3 clusters Score -1360296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1360344.625000 Penalty: 4886.322754
	Iteration 34Q: 3 clusters Score -1360345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1360383.125000 Penalty: 4886.322754
	Iteration 35Q: 3 clusters Score -1360383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1360421.500000 Penalty: 4886.322754
	Iteration 36Q: 3 clusters Score -1360422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1360460.125000 Penalty: 4886.322754
	Iteration 37Q: 3 clusters Score -1360460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1360505.125000 Penalty: 4886.322754
	Iteration 38Q: 3 clusters Score -1360505 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1360544.750000 Penalty: 4886.322754
	Iteration 39Q: 3 clusters Score -1360545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1360567.375000 Penalty: 4886.322754
	Iteration 40F: 3 clusters Score -1360567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1360587.750000 Penalty: 4886.322754
	Iteration 41Q: 3 clusters Score -1360588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1360599.250000 Penalty: 4886.322754
	Iteration 42Q: 3 clusters Score -1360599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1360608.125000 Penalty: 4886.322754
	Iteration 43Q: 3 clusters Score -1360608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1360615.375000 Penalty: 4886.322754
	Iteration 44Q: 3 clusters Score -1360615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1360628.750000 Penalty: 4886.322754
	Iteration 45Q: 3 clusters Score -1360629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1360631.500000 Penalty: 4886.322754
	Iteration 46Q: 3 clusters Score -1360632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1360646.500000 Penalty: 4886.322754
	Iteration 47Q: 3 clusters Score -1360646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1360655.250000 Penalty: 4886.322754
	Iteration 48Q: 3 clusters Score -1360655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1360667.375000 Penalty: 4886.322754
	Iteration 49Q: 3 clusters Score -1360667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1360679.875000 Penalty: 4886.322754
	Iteration 50Q: 3 clusters Score -1360680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1360686.375000 Penalty: 4886.322754
	Iteration 51Q: 3 clusters Score -1360686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1360692.375000 Penalty: 4886.322754
	Iteration 52Q: 3 clusters Score -1360692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1360692.500000 Penalty: 4886.322754
	Iteration 53Q: 3 clusters Score -1360692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1360699.250000 Penalty: 4886.322754
	Iteration 54Q: 3 clusters Score -1360699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1360700.750000 Penalty: 4886.322754
	Iteration 55Q: 3 clusters Score -1360701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1360707.750000 Penalty: 4886.322754
	Iteration 56Q: 3 clusters Score -1360708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1360706.500000 Penalty: 4886.322754
	Iteration 57Q: 3 clusters Score -1360706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1360710.000000 Penalty: 4886.322754
	Iteration 58Q: 3 clusters Score -1360710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1360714.000000 Penalty: 4886.322754
	Iteration 59Q: 3 clusters Score -1360714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1360718.750000 Penalty: 4886.322754
	Iteration 60F: 3 clusters Score -1360719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1360721.875000 Penalty: 4886.322754
	Iteration 61Q: 3 clusters Score -1360722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1360719.000000 Penalty: 4886.322754
	Iteration 62Q: 3 clusters Score -1360719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1360723.625000 Penalty: 4886.322754
	Iteration 63Q: 3 clusters Score -1360724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1360723.000000 Penalty: 4886.322754
	Iteration 64Q: 3 clusters Score -1360723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1360724.500000 Penalty: 4886.322754
	Iteration 65Q: 3 clusters Score -1360724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1360725.000000 Penalty: 4886.322754
	Iteration 66Q: 3 clusters Score -1360725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1360726.375000 Penalty: 4886.322754
	Iteration 67Q: 3 clusters Score -1360726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1360729.500000 Penalty: 4886.322754
	Iteration 68Q: 3 clusters Score -1360730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1360730.500000 Penalty: 4886.322754
	Iteration 69Q: 3 clusters Score -1360730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1360735.000000 Penalty: 4886.322754
	Iteration 70Q: 3 clusters Score -1360735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1360733.875000 Penalty: 4886.322754
	Iteration 71Q: 3 clusters Score -1360734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1360733.875000 Penalty: 4886.322754
	Iteration 72Q: 3 clusters Score -1360734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1360740.000000 Penalty: 4886.322754
	Iteration 73Q: 3 clusters Score -1360740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1360746.125000 Penalty: 4886.322754
	Iteration 74Q: 3 clusters Score -1360746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1360748.500000 Penalty: 4886.322754
	Iteration 75Q: 3 clusters Score -1360748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1360750.125000 Penalty: 4886.322754
	Iteration 76Q: 3 clusters Score -1360750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1360752.250000 Penalty: 4886.322754
	Iteration 77Q: 3 clusters Score -1360752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1360752.875000 Penalty: 4886.322754
	Iteration 78Q: 3 clusters Score -1360753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1360754.750000 Penalty: 4886.322754
	Iteration 79Q: 3 clusters Score -1360755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1360759.250000 Penalty: 4886.322754
	Iteration 80F: 3 clusters Score -1360759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1360758.125000 Penalty: 4886.322754
	Iteration 81Q: 3 clusters Score -1360758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1360759.250000 Penalty: 4886.322754
	Iteration 82Q: 3 clusters Score -1360759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1360759.125000 Penalty: 4886.322754
	Iteration 83Q: 3 clusters Score -1360759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1360758.875000 Penalty: 4886.322754
	Iteration 84Q: 3 clusters Score -1360759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1360761.625000 Penalty: 4886.322754
	Iteration 85Q: 3 clusters Score -1360762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1360764.750000 Penalty: 4886.322754
	Iteration 86Q: 3 clusters Score -1360765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1360765.250000 Penalty: 4886.322754
	Iteration 87Q: 3 clusters Score -1360765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1360763.250000 Penalty: 4886.322754
	Iteration 88Q: 3 clusters Score -1360763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1360765.375000 Penalty: 4886.322754
	Iteration 89Q: 3 clusters Score -1360765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1360769.250000 Penalty: 4886.322754
	Iteration 90Q: 3 clusters Score -1360769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1360769.000000 Penalty: 4886.322754
	Iteration 91Q: 3 clusters Score -1360769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1360768.625000 Penalty: 4886.322754
	Iteration 92Q: 3 clusters Score -1360769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1360770.500000 Penalty: 4886.322754
	Iteration 93Q: 3 clusters Score -1360770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1360770.750000 Penalty: 4886.322754
	Iteration 94Q: 3 clusters Score -1360771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1360772.375000 Penalty: 4886.322754
	Iteration 95Q: 3 clusters Score -1360772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1360773.625000 Penalty: 4886.322754
	Iteration 96Q: 3 clusters Score -1360774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1360776.000000 Penalty: 4886.322754
	Iteration 97Q: 3 clusters Score -1360776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1360780.375000 Penalty: 4886.322754
	Iteration 98Q: 3 clusters Score -1360780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1360781.500000 Penalty: 4886.322754
	Iteration 99Q: 3 clusters Score -1360782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1360783.375000 Penalty: 4886.322754
	Iteration 100F: 3 clusters Score -1360783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1360785.625000 Penalty: 4886.322754
	Iteration 101Q: 3 clusters Score -1360786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1360784.875000 Penalty: 4886.322754
	Iteration 102Q: 3 clusters Score -1360785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1360785.000000 Penalty: 4886.322754
	Iteration 103Q: 3 clusters Score -1360785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1360786.000000 Penalty: 4886.322754
	Iteration 104Q: 3 clusters Score -1360786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1360788.375000 Penalty: 4886.322754
	Iteration 105Q: 3 clusters Score -1360788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1360788.625000 Penalty: 4886.322754
	Iteration 106Q: 3 clusters Score -1360789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1360792.875000 Penalty: 4886.322754
	Iteration 107Q: 3 clusters Score -1360793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1360793.500000 Penalty: 4886.322754
	Iteration 108Q: 3 clusters Score -1360794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1360793.500000 Penalty: 4886.322754
	Iteration 109F: 3 clusters Score -1360794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Entering Unmasked Estep 
Score: -1127087.125000 Penalty: 2376.568604
	Iteration 0F: 2 clusters Score -1127087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1116489.250000 Penalty: 4753.137207
	Iteration 0F: 3 clusters Score -1116489 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1119897.250000 Penalty: 4753.137207
	Iteration 1F: 3 clusters Score -1119897 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1120424.500000 Penalty: 4753.137207
	Iteration 2F: 3 clusters Score -1120424 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1120923.625000 Penalty: 4753.137207
	Iteration 3F: 3 clusters Score -1120924 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1121409.250000 Penalty: 4753.137207
	Iteration 4F: 3 clusters Score -1121409 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1121843.250000 Penalty: 4753.137207
	Iteration 5F: 3 clusters Score -1121843 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1122244.250000 Penalty: 4753.137207
	Iteration 6Q: 3 clusters Score -1122244 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1122615.750000 Penalty: 4753.137207
	Iteration 7Q: 3 clusters Score -1122616 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1122952.625000 Penalty: 4753.137207
	Iteration 8Q: 3 clusters Score -1122953 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1123296.250000 Penalty: 4753.137207
	Iteration 9Q: 3 clusters Score -1123296 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1123654.750000 Penalty: 4753.137207
	Iteration 10Q: 3 clusters Score -1123655 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1124003.875000 Penalty: 4753.137207
	Iteration 11Q: 3 clusters Score -1124004 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1124312.500000 Penalty: 4753.137207
	Iteration 12Q: 3 clusters Score -1124312 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1124622.500000 Penalty: 4753.137207
	Iteration 13Q: 3 clusters Score -1124622 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1124874.875000 Penalty: 4753.137207
	Iteration 14Q: 3 clusters Score -1124875 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1125073.000000 Penalty: 4753.137207
	Iteration 15Q: 3 clusters Score -1125073 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1125242.875000 Penalty: 4753.137207
	Iteration 16Q: 3 clusters Score -1125243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1125397.125000 Penalty: 4753.137207
	Iteration 17Q: 3 clusters Score -1125397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1125491.500000 Penalty: 4753.137207
	Iteration 18Q: 3 clusters Score -1125492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1125583.750000 Penalty: 4753.137207
	Iteration 19Q: 3 clusters Score -1125584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1125661.125000 Penalty: 4753.137207
	Iteration 20F: 3 clusters Score -1125661 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1125747.625000 Penalty: 4753.137207
	Iteration 21Q: 3 clusters Score -1125748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1125842.500000 Penalty: 4753.137207
	Iteration 22Q: 3 clusters Score -1125842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1125924.375000 Penalty: 4753.137207
	Iteration 23Q: 3 clusters Score -1125924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1125989.750000 Penalty: 4753.137207
	Iteration 24Q: 3 clusters Score -1125990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1126034.125000 Penalty: 4753.137207
	Iteration 25Q: 3 clusters Score -1126034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1126065.875000 Penalty: 4753.137207
	Iteration 26Q: 3 clusters Score -1126066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1126083.625000 Penalty: 4753.137207
	Iteration 27Q: 3 clusters Score -1126084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1126101.000000 Penalty: 4753.137207
	Iteration 28Q: 3 clusters Score -1126101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1126103.875000 Penalty: 4753.137207
	Iteration 29Q: 3 clusters Score -1126104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1126110.500000 Penalty: 4753.137207
	Iteration 30Q: 3 clusters Score -1126110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1126115.125000 Penalty: 4753.137207
	Iteration 31Q: 3 clusters Score -1126115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1126120.750000 Penalty: 4753.137207
	Iteration 32Q: 3 clusters Score -1126121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1126122.500000 Penalty: 4753.137207
	Iteration 33Q: 3 clusters Score -1126122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1126123.625000 Penalty: 4753.137207
	Iteration 34Q: 3 clusters Score -1126124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1126125.750000 Penalty: 4753.137207
	Iteration 35Q: 3 clusters Score -1126126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1126125.750000 Penalty: 4753.137207
	Iteration 36Q: 3 clusters Score -1126126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1126125.375000 Penalty: 4753.137207
	Iteration 37Q: 3 clusters Score -1126125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1126124.375000 Penalty: 4753.137207
	Iteration 38Q: 3 clusters Score -1126124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1126124.375000 Penalty: 4753.137207
	Iteration 39F: 3 clusters Score -1126124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Entering Unmasked Estep 
Score: -1601129.750000 Penalty: 2476.022461
	Iteration 0F: 2 clusters Score -1601130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1585983.875000 Penalty: 4952.044922
	Iteration 0F: 3 clusters Score -1585984 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1591140.875000 Penalty: 4952.044922
	Iteration 1F: 3 clusters Score -1591141 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1591558.500000 Penalty: 4952.044922
	Iteration 2F: 3 clusters Score -1591558 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1591935.750000 Penalty: 4952.044922
	Iteration 3Q: 3 clusters Score -1591936 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1592379.500000 Penalty: 4952.044922
	Iteration 4Q: 3 clusters Score -1592380 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1592835.750000 Penalty: 4952.044922
	Iteration 5Q: 3 clusters Score -1592836 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1593313.125000 Penalty: 4952.044922
	Iteration 6Q: 3 clusters Score -1593313 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1593790.625000 Penalty: 4952.044922
	Iteration 7Q: 3 clusters Score -1593791 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1594253.625000 Penalty: 4952.044922
	Iteration 8Q: 3 clusters Score -1594254 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1594625.375000 Penalty: 4952.044922
	Iteration 9Q: 3 clusters Score -1594625 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1594935.000000 Penalty: 4952.044922
	Iteration 10Q: 3 clusters Score -1594935 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1595145.750000 Penalty: 4952.044922
	Iteration 11Q: 3 clusters Score -1595146 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1595327.625000 Penalty: 4952.044922
	Iteration 12Q: 3 clusters Score -1595328 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1595482.125000 Penalty: 4952.044922
	Iteration 13Q: 3 clusters Score -1595482 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1595610.125000 Penalty: 4952.044922
	Iteration 14Q: 3 clusters Score -1595610 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1595739.750000 Penalty: 4952.044922
	Iteration 15Q: 3 clusters Score -1595740 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1595871.625000 Penalty: 4952.044922
	Iteration 16Q: 3 clusters Score -1595872 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1596017.125000 Penalty: 4952.044922
	Iteration 17Q: 3 clusters Score -1596017 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1596181.250000 Penalty: 4952.044922
	Iteration 18Q: 3 clusters Score -1596181 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1596345.750000 Penalty: 4952.044922
	Iteration 19Q: 3 clusters Score -1596346 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1596518.000000 Penalty: 4952.044922
	Iteration 20F: 3 clusters Score -1596518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1596672.500000 Penalty: 4952.044922
	Iteration 21Q: 3 clusters Score -1596672 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1596873.625000 Penalty: 4952.044922
	Iteration 22Q: 3 clusters Score -1596874 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1597069.625000 Penalty: 4952.044922
	Iteration 23Q: 3 clusters Score -1597070 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1597309.750000 Penalty: 4952.044922
	Iteration 24Q: 3 clusters Score -1597310 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1597559.000000 Penalty: 4952.044922
	Iteration 25Q: 3 clusters Score -1597559 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1597792.625000 Penalty: 4952.044922
	Iteration 26Q: 3 clusters Score -1597793 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1598006.375000 Penalty: 4952.044922
	Iteration 27Q: 3 clusters Score -1598006 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1598203.000000 Penalty: 4952.044922
	Iteration 28Q: 3 clusters Score -1598203 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1598378.250000 Penalty: 4952.044922
	Iteration 29Q: 3 clusters Score -1598378 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1598525.750000 Penalty: 4952.044922
	Iteration 30Q: 3 clusters Score -1598526 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1598683.750000 Penalty: 4952.044922
	Iteration 31Q: 3 clusters Score -1598684 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1598816.375000 Penalty: 4952.044922
	Iteration 32Q: 3 clusters Score -1598816 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1598931.750000 Penalty: 4952.044922
	Iteration 33Q: 3 clusters Score -1598932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1599009.375000 Penalty: 4952.044922
	Iteration 34Q: 3 clusters Score -1599009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1599079.625000 Penalty: 4952.044922
	Iteration 35Q: 3 clusters Score -1599080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1599138.750000 Penalty: 4952.044922
	Iteration 36Q: 3 clusters Score -1599139 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1599186.250000 Penalty: 4952.044922
	Iteration 37Q: 3 clusters Score -1599186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1599222.125000 Penalty: 4952.044922
	Iteration 38Q: 3 clusters Score -1599222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1599258.875000 Penalty: 4952.044922
	Iteration 39Q: 3 clusters Score -1599259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1599288.000000 Penalty: 4952.044922
	Iteration 40F: 3 clusters Score -1599288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1599322.000000 Penalty: 4952.044922
	Iteration 41Q: 3 clusters Score -1599322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1599346.000000 Penalty: 4952.044922
	Iteration 42Q: 3 clusters Score -1599346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1599368.375000 Penalty: 4952.044922
	Iteration 43Q: 3 clusters Score -1599368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1599388.875000 Penalty: 4952.044922
	Iteration 44Q: 3 clusters Score -1599389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1599410.000000 Penalty: 4952.044922
	Iteration 45Q: 3 clusters Score -1599410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1599425.375000 Penalty: 4952.044922
	Iteration 46Q: 3 clusters Score -1599425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1599445.750000 Penalty: 4952.044922
	Iteration 47Q: 3 clusters Score -1599446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1599460.125000 Penalty: 4952.044922
	Iteration 48Q: 3 clusters Score -1599460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1599470.000000 Penalty: 4952.044922
	Iteration 49Q: 3 clusters Score -1599470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1599478.250000 Penalty: 4952.044922
	Iteration 50Q: 3 clusters Score -1599478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1599490.625000 Penalty: 4952.044922
	Iteration 51Q: 3 clusters Score -1599491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1599499.125000 Penalty: 4952.044922
	Iteration 52Q: 3 clusters Score -1599499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1599505.875000 Penalty: 4952.044922
	Iteration 53Q: 3 clusters Score -1599506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1599513.875000 Penalty: 4952.044922
	Iteration 54Q: 3 clusters Score -1599514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1599523.625000 Penalty: 4952.044922
	Iteration 55Q: 3 clusters Score -1599524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1599525.500000 Penalty: 4952.044922
	Iteration 56Q: 3 clusters Score -1599526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1599539.375000 Penalty: 4952.044922
	Iteration 57Q: 3 clusters Score -1599539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1599549.375000 Penalty: 4952.044922
	Iteration 58Q: 3 clusters Score -1599549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1599554.250000 Penalty: 4952.044922
	Iteration 59Q: 3 clusters Score -1599554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1599561.125000 Penalty: 4952.044922
	Iteration 60F: 3 clusters Score -1599561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1599565.375000 Penalty: 4952.044922
	Iteration 61Q: 3 clusters Score -1599565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1599567.750000 Penalty: 4952.044922
	Iteration 62Q: 3 clusters Score -1599568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1599569.125000 Penalty: 4952.044922
	Iteration 63Q: 3 clusters Score -1599569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1599569.000000 Penalty: 4952.044922
	Iteration 64Q: 3 clusters Score -1599569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1599570.375000 Penalty: 4952.044922
	Iteration 65Q: 3 clusters Score -1599570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1599568.500000 Penalty: 4952.044922
	Iteration 66Q: 3 clusters Score -1599568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1599568.500000 Penalty: 4952.044922
	Iteration 67F: 3 clusters Score -1599568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Entering Unmasked Estep 
Score: -1293320.125000 Penalty: 2368.670166
	Iteration 0F: 2 clusters Score -1293320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1283090.500000 Penalty: 4737.340332
	Iteration 0F: 3 clusters Score -1283090 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1286419.500000 Penalty: 4737.340332
	Iteration 1F: 3 clusters Score -1286420 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1286873.375000 Penalty: 4737.340332
	Iteration 2F: 3 clusters Score -1286873 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1287322.750000 Penalty: 4737.340332
	Iteration 3F: 3 clusters Score -1287323 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1287791.375000 Penalty: 4737.340332
	Iteration 4F: 3 clusters Score -1287791 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1288275.125000 Penalty: 4737.340332
	Iteration 5F: 3 clusters Score -1288275 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1288723.250000 Penalty: 4737.340332
	Iteration 6F: 3 clusters Score -1288723 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1289062.750000 Penalty: 4737.340332
	Iteration 7Q: 3 clusters Score -1289063 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1289340.875000 Penalty: 4737.340332
	Iteration 8Q: 3 clusters Score -1289341 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1289566.625000 Penalty: 4737.340332
	Iteration 9Q: 3 clusters Score -1289567 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1289743.750000 Penalty: 4737.340332
	Iteration 10Q: 3 clusters Score -1289744 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1289899.500000 Penalty: 4737.340332
	Iteration 11Q: 3 clusters Score -1289900 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1290043.250000 Penalty: 4737.340332
	Iteration 12Q: 3 clusters Score -1290043 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1290198.500000 Penalty: 4737.340332
	Iteration 13Q: 3 clusters Score -1290198 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1290347.000000 Penalty: 4737.340332
	Iteration 14Q: 3 clusters Score -1290347 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1290491.250000 Penalty: 4737.340332
	Iteration 15Q: 3 clusters Score -1290491 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1290621.625000 Penalty: 4737.340332
	Iteration 16Q: 3 clusters Score -1290622 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1290755.625000 Penalty: 4737.340332
	Iteration 17Q: 3 clusters Score -1290756 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1290894.125000 Penalty: 4737.340332
	Iteration 18Q: 3 clusters Score -1290894 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1291054.750000 Penalty: 4737.340332
	Iteration 19Q: 3 clusters Score -1291055 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1291197.750000 Penalty: 4737.340332
	Iteration 20F: 3 clusters Score -1291198 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1291336.500000 Penalty: 4737.340332
	Iteration 21Q: 3 clusters Score -1291336 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1291436.250000 Penalty: 4737.340332
	Iteration 22Q: 3 clusters Score -1291436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1291533.375000 Penalty: 4737.340332
	Iteration 23Q: 3 clusters Score -1291533 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1291601.500000 Penalty: 4737.340332
	Iteration 24Q: 3 clusters Score -1291602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1291643.250000 Penalty: 4737.340332
	Iteration 25Q: 3 clusters Score -1291643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1291683.375000 Penalty: 4737.340332
	Iteration 26Q: 3 clusters Score -1291683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1291715.750000 Penalty: 4737.340332
	Iteration 27Q: 3 clusters Score -1291716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1291742.875000 Penalty: 4737.340332
	Iteration 28Q: 3 clusters Score -1291743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1291760.750000 Penalty: 4737.340332
	Iteration 29Q: 3 clusters Score -1291761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1291773.000000 Penalty: 4737.340332
	Iteration 30Q: 3 clusters Score -1291773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1291778.750000 Penalty: 4737.340332
	Iteration 31Q: 3 clusters Score -1291779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1291784.500000 Penalty: 4737.340332
	Iteration 32Q: 3 clusters Score -1291784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1291788.500000 Penalty: 4737.340332
	Iteration 33Q: 3 clusters Score -1291788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1291792.875000 Penalty: 4737.340332
	Iteration 34Q: 3 clusters Score -1291793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1291796.125000 Penalty: 4737.340332
	Iteration 35Q: 3 clusters Score -1291796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1291802.500000 Penalty: 4737.340332
	Iteration 36Q: 3 clusters Score -1291802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1291807.500000 Penalty: 4737.340332
	Iteration 37Q: 3 clusters Score -1291808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1291812.125000 Penalty: 4737.340332
	Iteration 38Q: 3 clusters Score -1291812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1291816.500000 Penalty: 4737.340332
	Iteration 39Q: 3 clusters Score -1291816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1291818.500000 Penalty: 4737.340332
	Iteration 40F: 3 clusters Score -1291818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1291818.375000 Penalty: 4737.340332
	Iteration 41Q: 3 clusters Score -1291818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1291820.500000 Penalty: 4737.340332
	Iteration 42Q: 3 clusters Score -1291820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1291820.750000 Penalty: 4737.340332
	Iteration 43Q: 3 clusters Score -1291821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1291825.625000 Penalty: 4737.340332
	Iteration 44Q: 3 clusters Score -1291826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1291827.875000 Penalty: 4737.340332
	Iteration 45Q: 3 clusters Score -1291828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1291828.625000 Penalty: 4737.340332
	Iteration 46Q: 3 clusters Score -1291829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1291832.250000 Penalty: 4737.340332
	Iteration 47Q: 3 clusters Score -1291832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1291829.625000 Penalty: 4737.340332
	Iteration 48Q: 3 clusters Score -1291830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1291831.875000 Penalty: 4737.340332
	Iteration 49Q: 3 clusters Score -1291832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1291834.000000 Penalty: 4737.340332
	Iteration 50Q: 3 clusters Score -1291834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1291831.750000 Penalty: 4737.340332
	Iteration 51Q: 3 clusters Score -1291832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1291831.750000 Penalty: 4737.340332
	Iteration 52F: 3 clusters Score -1291832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Entering Unmasked Estep 
Score: -2652062.000000 Penalty: 2584.843750
	Iteration 0F: 2 clusters Score -2652062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2629023.750000 Penalty: 5169.687500
	Iteration 0F: 3 clusters Score -2629024 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2637657.500000 Penalty: 5169.687500
	Iteration 1F: 3 clusters Score -2637658 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2638319.000000 Penalty: 5169.687500
	Iteration 2Q: 3 clusters Score -2638319 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2639031.000000 Penalty: 5169.687500
	Iteration 3Q: 3 clusters Score -2639031 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2639923.500000 Penalty: 5169.687500
	Iteration 4F: 3 clusters Score -2639924 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2641016.250000 Penalty: 5169.687500
	Iteration 5F: 3 clusters Score -2641016 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2642357.500000 Penalty: 5169.687500
	Iteration 6F: 3 clusters Score -2642358 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2643819.000000 Penalty: 5169.687500
	Iteration 7F: 3 clusters Score -2643819 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2645295.250000 Penalty: 5169.687500
	Iteration 8F: 3 clusters Score -2645295 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2646430.250000 Penalty: 5169.687500
	Iteration 9Q: 3 clusters Score -2646430 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2647137.500000 Penalty: 5169.687500
	Iteration 10Q: 3 clusters Score -2647138 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -2647589.500000 Penalty: 5169.687500
	Iteration 11Q: 3 clusters Score -2647590 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2647847.500000 Penalty: 5169.687500
	Iteration 12Q: 3 clusters Score -2647848 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -2648046.750000 Penalty: 5169.687500
	Iteration 13Q: 3 clusters Score -2648047 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -2648224.250000 Penalty: 5169.687500
	Iteration 14Q: 3 clusters Score -2648224 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -2648344.500000 Penalty: 5169.687500
	Iteration 15Q: 3 clusters Score -2648344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -2648427.750000 Penalty: 5169.687500
	Iteration 16Q: 3 clusters Score -2648428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2648513.500000 Penalty: 5169.687500
	Iteration 17Q: 3 clusters Score -2648514 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -2648570.000000 Penalty: 5169.687500
	Iteration 18Q: 3 clusters Score -2648570 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2648634.500000 Penalty: 5169.687500
	Iteration 19Q: 3 clusters Score -2648634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -2648671.000000 Penalty: 5169.687500
	Iteration 20F: 3 clusters Score -2648671 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -2648719.750000 Penalty: 5169.687500
	Iteration 21Q: 3 clusters Score -2648720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2648771.750000 Penalty: 5169.687500
	Iteration 22Q: 3 clusters Score -2648772 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -2648803.000000 Penalty: 5169.687500
	Iteration 23Q: 3 clusters Score -2648803 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -2648847.000000 Penalty: 5169.687500
	Iteration 24Q: 3 clusters Score -2648847 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2648883.250000 Penalty: 5169.687500
	Iteration 25Q: 3 clusters Score -2648883 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -2648925.750000 Penalty: 5169.687500
	Iteration 26Q: 3 clusters Score -2648926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -2648967.750000 Penalty: 5169.687500
	Iteration 27Q: 3 clusters Score -2648968 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -2649007.000000 Penalty: 5169.687500
	Iteration 28Q: 3 clusters Score -2649007 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -2649047.000000 Penalty: 5169.687500
	Iteration 29Q: 3 clusters Score -2649047 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -2649078.750000 Penalty: 5169.687500
	Iteration 30Q: 3 clusters Score -2649079 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -2649114.250000 Penalty: 5169.687500
	Iteration 31Q: 3 clusters Score -2649114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -2649144.750000 Penalty: 5169.687500
	Iteration 32Q: 3 clusters Score -2649145 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -2649166.500000 Penalty: 5169.687500
	Iteration 33Q: 3 clusters Score -2649166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -2649181.250000 Penalty: 5169.687500
	Iteration 34Q: 3 clusters Score -2649181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -2649195.000000 Penalty: 5169.687500
	Iteration 35Q: 3 clusters Score -2649195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2649206.000000 Penalty: 5169.687500
	Iteration 36Q: 3 clusters Score -2649206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -2649230.000000 Penalty: 5169.687500
	Iteration 37Q: 3 clusters Score -2649230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -2649244.500000 Penalty: 5169.687500
	Iteration 38Q: 3 clusters Score -2649244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -2649278.750000 Penalty: 5169.687500
	Iteration 39Q: 3 clusters Score -2649279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -2649295.500000 Penalty: 5169.687500
	Iteration 40F: 3 clusters Score -2649296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -2649306.000000 Penalty: 5169.687500
	Iteration 41Q: 3 clusters Score -2649306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -2649336.750000 Penalty: 5169.687500
	Iteration 42Q: 3 clusters Score -2649337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -2649357.750000 Penalty: 5169.687500
	Iteration 43Q: 3 clusters Score -2649358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -2649367.000000 Penalty: 5169.687500
	Iteration 44Q: 3 clusters Score -2649367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -2649400.500000 Penalty: 5169.687500
	Iteration 45Q: 3 clusters Score -2649400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -2649418.250000 Penalty: 5169.687500
	Iteration 46Q: 3 clusters Score -2649418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -2649440.750000 Penalty: 5169.687500
	Iteration 47Q: 3 clusters Score -2649441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -2649452.750000 Penalty: 5169.687500
	Iteration 48Q: 3 clusters Score -2649453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -2649469.000000 Penalty: 5169.687500
	Iteration 49Q: 3 clusters Score -2649469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -2649487.500000 Penalty: 5169.687500
	Iteration 50Q: 3 clusters Score -2649488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -2649512.500000 Penalty: 5169.687500
	Iteration 51Q: 3 clusters Score -2649512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -2649547.500000 Penalty: 5169.687500
	Iteration 52Q: 3 clusters Score -2649548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -2649593.000000 Penalty: 5169.687500
	Iteration 53Q: 3 clusters Score -2649593 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -2649630.750000 Penalty: 5169.687500
	Iteration 54Q: 3 clusters Score -2649631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2649675.000000 Penalty: 5169.687500
	Iteration 55Q: 3 clusters Score -2649675 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -2649709.250000 Penalty: 5169.687500
	Iteration 56Q: 3 clusters Score -2649709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -2649763.500000 Penalty: 5169.687500
	Iteration 57Q: 3 clusters Score -2649764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -2649815.250000 Penalty: 5169.687500
	Iteration 58Q: 3 clusters Score -2649815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -2649875.000000 Penalty: 5169.687500
	Iteration 59Q: 3 clusters Score -2649875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -2649937.750000 Penalty: 5169.687500
	Iteration 60F: 3 clusters Score -2649938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -2650007.750000 Penalty: 5169.687500
	Iteration 61Q: 3 clusters Score -2650008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -2650095.000000 Penalty: 5169.687500
	Iteration 62Q: 3 clusters Score -2650095 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -2650168.000000 Penalty: 5169.687500
	Iteration 63Q: 3 clusters Score -2650168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -2650218.250000 Penalty: 5169.687500
	Iteration 64Q: 3 clusters Score -2650218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -2650251.500000 Penalty: 5169.687500
	Iteration 65Q: 3 clusters Score -2650252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -2650271.250000 Penalty: 5169.687500
	Iteration 66Q: 3 clusters Score -2650271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -2650297.000000 Penalty: 5169.687500
	Iteration 67Q: 3 clusters Score -2650297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -2650305.250000 Penalty: 5169.687500
	Iteration 68Q: 3 clusters Score -2650305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -2650305.250000 Penalty: 5169.687500
	Iteration 69Q: 3 clusters Score -2650305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -2650309.000000 Penalty: 5169.687500
	Iteration 70Q: 3 clusters Score -2650309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -2650320.500000 Penalty: 5169.687500
	Iteration 71Q: 3 clusters Score -2650320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -2650322.750000 Penalty: 5169.687500
	Iteration 72Q: 3 clusters Score -2650323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -2650326.750000 Penalty: 5169.687500
	Iteration 73Q: 3 clusters Score -2650327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -2650331.000000 Penalty: 5169.687500
	Iteration 74Q: 3 clusters Score -2650331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -2650329.250000 Penalty: 5169.687500
	Iteration 75Q: 3 clusters Score -2650329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -2650331.250000 Penalty: 5169.687500
	Iteration 76Q: 3 clusters Score -2650331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -2650331.250000 Penalty: 5169.687500
	Iteration 77F: 3 clusters Score -2650331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Entering Unmasked Estep 
Score: -4370720.500000 Penalty: 2700.931396
	Iteration 0F: 2 clusters Score -4370720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4334806.000000 Penalty: 5401.862793
	Iteration 0F: 3 clusters Score -4334806 nChanged 24755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4348901.000000 Penalty: 5401.862793
	Iteration 1F: 3 clusters Score -4348901 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4349971.500000 Penalty: 5401.862793
	Iteration 2Q: 3 clusters Score -4349972 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4351711.000000 Penalty: 5401.862793
	Iteration 3F: 3 clusters Score -4351711 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4354550.500000 Penalty: 5401.862793
	Iteration 4F: 3 clusters Score -4354550 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4358037.500000 Penalty: 5401.862793
	Iteration 5F: 3 clusters Score -4358038 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4361158.500000 Penalty: 5401.862793
	Iteration 6F: 3 clusters Score -4361158 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4363284.500000 Penalty: 5401.862793
	Iteration 7F: 3 clusters Score -4363284 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -4364842.500000 Penalty: 5401.862793
	Iteration 8Q: 3 clusters Score -4364842 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -4366210.500000 Penalty: 5401.862793
	Iteration 9Q: 3 clusters Score -4366210 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -4367365.000000 Penalty: 5401.862793
	Iteration 10Q: 3 clusters Score -4367365 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -4368237.000000 Penalty: 5401.862793
	Iteration 11Q: 3 clusters Score -4368237 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -4368772.500000 Penalty: 5401.862793
	Iteration 12Q: 3 clusters Score -4368772 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -4369031.000000 Penalty: 5401.862793
	Iteration 13Q: 3 clusters Score -4369031 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -4369225.000000 Penalty: 5401.862793
	Iteration 14Q: 3 clusters Score -4369225 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -4369358.500000 Penalty: 5401.862793
	Iteration 15Q: 3 clusters Score -4369358 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -4369436.000000 Penalty: 5401.862793
	Iteration 16Q: 3 clusters Score -4369436 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -4369506.000000 Penalty: 5401.862793
	Iteration 17Q: 3 clusters Score -4369506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -4369534.500000 Penalty: 5401.862793
	Iteration 18Q: 3 clusters Score -4369534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -4369565.000000 Penalty: 5401.862793
	Iteration 19Q: 3 clusters Score -4369565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -4369596.000000 Penalty: 5401.862793
	Iteration 20F: 3 clusters Score -4369596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -4369610.000000 Penalty: 5401.862793
	Iteration 21Q: 3 clusters Score -4369610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -4369616.500000 Penalty: 5401.862793
	Iteration 22Q: 3 clusters Score -4369616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -4369618.500000 Penalty: 5401.862793
	Iteration 23Q: 3 clusters Score -4369618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -4369618.500000 Penalty: 5401.862793
	Iteration 24Q: 3 clusters Score -4369618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -4369625.500000 Penalty: 5401.862793
	Iteration 25Q: 3 clusters Score -4369626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -4369635.000000 Penalty: 5401.862793
	Iteration 26Q: 3 clusters Score -4369635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -4369632.500000 Penalty: 5401.862793
	Iteration 27Q: 3 clusters Score -4369632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -4369641.000000 Penalty: 5401.862793
	Iteration 28Q: 3 clusters Score -4369641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -4369634.000000 Penalty: 5401.862793
	Iteration 29Q: 3 clusters Score -4369634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -4369650.000000 Penalty: 5401.862793
	Iteration 30Q: 3 clusters Score -4369650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -4369651.000000 Penalty: 5401.862793
	Iteration 31Q: 3 clusters Score -4369651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -4369649.500000 Penalty: 5401.862793
	Iteration 32Q: 3 clusters Score -4369650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -4369645.500000 Penalty: 5401.862793
	Iteration 33Q: 3 clusters Score -4369646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -4369655.000000 Penalty: 5401.862793
	Iteration 34Q: 3 clusters Score -4369655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -4369651.000000 Penalty: 5401.862793
	Iteration 35Q: 3 clusters Score -4369651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -4369646.500000 Penalty: 5401.862793
	Iteration 36Q: 3 clusters Score -4369646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -4369644.500000 Penalty: 5401.862793
	Iteration 37Q: 3 clusters Score -4369644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -4369642.500000 Penalty: 5401.862793
	Iteration 38Q: 3 clusters Score -4369642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -4369644.500000 Penalty: 5401.862793
	Iteration 39Q: 3 clusters Score -4369644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -4369651.500000 Penalty: 5401.862793
	Iteration 40F: 3 clusters Score -4369652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -4369653.000000 Penalty: 5401.862793
	Iteration 41Q: 3 clusters Score -4369653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -4369654.000000 Penalty: 5401.862793
	Iteration 42Q: 3 clusters Score -4369654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -4369654.000000 Penalty: 5401.862793
	Iteration 43F: 3 clusters Score -4369654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -117336.984375 Penalty: 1847.907837
	Iteration 0F: 2 clusters Score -117337 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 873 members 
Entering Unmasked Estep 
Score: -114948.101562 Penalty: 3695.815674
	Iteration 0F: 3 clusters Score -114948.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -115431.476562 Penalty: 3695.815674
	Iteration 1F: 3 clusters Score -115431.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -115571.992188 Penalty: 3695.815674
	Iteration 2F: 3 clusters Score -115572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -115631.718750 Penalty: 3695.815674
	Iteration 3Q: 3 clusters Score -115631.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -115684.718750 Penalty: 3695.815674
	Iteration 4Q: 3 clusters Score -115684.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -115729.039062 Penalty: 3695.815674
	Iteration 5Q: 3 clusters Score -115729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -115753.976562 Penalty: 3695.815674
	Iteration 6Q: 3 clusters Score -115754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115771.546875 Penalty: 3695.815674
	Iteration 7Q: 3 clusters Score -115771.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115786.531250 Penalty: 3695.815674
	Iteration 8Q: 3 clusters Score -115786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115795.570312 Penalty: 3695.815674
	Iteration 9Q: 3 clusters Score -115795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115801.515625 Penalty: 3695.815674
	Iteration 10Q: 3 clusters Score -115801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115804.515625 Penalty: 3695.815674
	Iteration 11Q: 3 clusters Score -115804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -115805.218750 Penalty: 3695.815674
	Iteration 12Q: 3 clusters Score -115805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -115806.085938 Penalty: 3695.815674
	Iteration 13Q: 3 clusters Score -115806.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115807.359375 Penalty: 3695.815674
	Iteration 14Q: 3 clusters Score -115807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -115810.929688 Penalty: 3695.815674
	Iteration 15Q: 3 clusters Score -115810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -115813.242188 Penalty: 3695.815674
	Iteration 16Q: 3 clusters Score -115813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115815.546875 Penalty: 3695.815674
	Iteration 17Q: 3 clusters Score -115815.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115822.156250 Penalty: 3695.815674
	Iteration 18Q: 3 clusters Score -115822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115827.023438 Penalty: 3695.815674
	Iteration 19Q: 3 clusters Score -115827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115829.132812 Penalty: 3695.815674
	Iteration 20F: 3 clusters Score -115829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115830.335938 Penalty: 3695.815674
	Iteration 21Q: 3 clusters Score -115830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115833.835938 Penalty: 3695.815674
	Iteration 22Q: 3 clusters Score -115833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115836.476562 Penalty: 3695.815674
	Iteration 23Q: 3 clusters Score -115836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115839.507812 Penalty: 3695.815674
	Iteration 24Q: 3 clusters Score -115839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115841.531250 Penalty: 3695.815674
	Iteration 25Q: 3 clusters Score -115841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -115845.679688 Penalty: 3695.815674
	Iteration 26Q: 3 clusters Score -115845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115848.164062 Penalty: 3695.815674
	Iteration 27Q: 3 clusters Score -115848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115849.953125 Penalty: 3695.815674
	Iteration 28Q: 3 clusters Score -115850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115853.343750 Penalty: 3695.815674
	Iteration 29Q: 3 clusters Score -115853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115854.695312 Penalty: 3695.815674
	Iteration 30Q: 3 clusters Score -115854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115854.695312 Penalty: 3695.815674
	Iteration 31F: 3 clusters Score -115854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Entering Unmasked Estep 
Score: -1400277.875000 Penalty: 2426.508789
	Iteration 0F: 2 clusters Score -1400278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1387616.000000 Penalty: 4853.017578
	Iteration 0F: 3 clusters Score -1387616 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1391722.375000 Penalty: 4853.017578
	Iteration 1F: 3 clusters Score -1391722 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1392151.000000 Penalty: 4853.017578
	Iteration 2F: 3 clusters Score -1392151 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1392562.500000 Penalty: 4853.017578
	Iteration 3Q: 3 clusters Score -1392562 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1393010.375000 Penalty: 4853.017578
	Iteration 4Q: 3 clusters Score -1393010 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1393515.250000 Penalty: 4853.017578
	Iteration 5Q: 3 clusters Score -1393515 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1394116.000000 Penalty: 4853.017578
	Iteration 6F: 3 clusters Score -1394116 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1394699.125000 Penalty: 4853.017578
	Iteration 7F: 3 clusters Score -1394699 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1395160.000000 Penalty: 4853.017578
	Iteration 8Q: 3 clusters Score -1395160 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1395548.000000 Penalty: 4853.017578
	Iteration 9Q: 3 clusters Score -1395548 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1395872.750000 Penalty: 4853.017578
	Iteration 10Q: 3 clusters Score -1395873 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1396170.375000 Penalty: 4853.017578
	Iteration 11Q: 3 clusters Score -1396170 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1396437.250000 Penalty: 4853.017578
	Iteration 12Q: 3 clusters Score -1396437 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1396668.625000 Penalty: 4853.017578
	Iteration 13Q: 3 clusters Score -1396669 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1396874.375000 Penalty: 4853.017578
	Iteration 14Q: 3 clusters Score -1396874 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1397058.875000 Penalty: 4853.017578
	Iteration 15Q: 3 clusters Score -1397059 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1397239.125000 Penalty: 4853.017578
	Iteration 16Q: 3 clusters Score -1397239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1397426.750000 Penalty: 4853.017578
	Iteration 17Q: 3 clusters Score -1397427 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1397624.125000 Penalty: 4853.017578
	Iteration 18Q: 3 clusters Score -1397624 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1397804.250000 Penalty: 4853.017578
	Iteration 19Q: 3 clusters Score -1397804 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1397988.125000 Penalty: 4853.017578
	Iteration 20F: 3 clusters Score -1397988 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1398193.125000 Penalty: 4853.017578
	Iteration 21Q: 3 clusters Score -1398193 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1398397.875000 Penalty: 4853.017578
	Iteration 22Q: 3 clusters Score -1398398 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1398522.500000 Penalty: 4853.017578
	Iteration 23Q: 3 clusters Score -1398522 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1398610.500000 Penalty: 4853.017578
	Iteration 24Q: 3 clusters Score -1398610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1398667.125000 Penalty: 4853.017578
	Iteration 25Q: 3 clusters Score -1398667 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1398725.625000 Penalty: 4853.017578
	Iteration 26Q: 3 clusters Score -1398726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1398770.500000 Penalty: 4853.017578
	Iteration 27Q: 3 clusters Score -1398770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1398804.750000 Penalty: 4853.017578
	Iteration 28Q: 3 clusters Score -1398805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1398838.250000 Penalty: 4853.017578
	Iteration 29Q: 3 clusters Score -1398838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1398861.250000 Penalty: 4853.017578
	Iteration 30Q: 3 clusters Score -1398861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1398880.000000 Penalty: 4853.017578
	Iteration 31Q: 3 clusters Score -1398880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1398898.625000 Penalty: 4853.017578
	Iteration 32Q: 3 clusters Score -1398899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1398917.875000 Penalty: 4853.017578
	Iteration 33Q: 3 clusters Score -1398918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1398931.750000 Penalty: 4853.017578
	Iteration 34Q: 3 clusters Score -1398932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1398951.250000 Penalty: 4853.017578
	Iteration 35Q: 3 clusters Score -1398951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1398963.750000 Penalty: 4853.017578
	Iteration 36Q: 3 clusters Score -1398964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1398974.250000 Penalty: 4853.017578
	Iteration 37Q: 3 clusters Score -1398974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1398983.500000 Penalty: 4853.017578
	Iteration 38Q: 3 clusters Score -1398984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1398995.375000 Penalty: 4853.017578
	Iteration 39Q: 3 clusters Score -1398995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1398994.125000 Penalty: 4853.017578
	Iteration 40F: 3 clusters Score -1398994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1398998.875000 Penalty: 4853.017578
	Iteration 41Q: 3 clusters Score -1398999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1399005.000000 Penalty: 4853.017578
	Iteration 42Q: 3 clusters Score -1399005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1399007.125000 Penalty: 4853.017578
	Iteration 43Q: 3 clusters Score -1399007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1399014.750000 Penalty: 4853.017578
	Iteration 44Q: 3 clusters Score -1399015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1399015.625000 Penalty: 4853.017578
	Iteration 45Q: 3 clusters Score -1399016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1399022.375000 Penalty: 4853.017578
	Iteration 46Q: 3 clusters Score -1399022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1399024.875000 Penalty: 4853.017578
	Iteration 47Q: 3 clusters Score -1399025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1399029.375000 Penalty: 4853.017578
	Iteration 48Q: 3 clusters Score -1399029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1399033.500000 Penalty: 4853.017578
	Iteration 49Q: 3 clusters Score -1399034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1399036.125000 Penalty: 4853.017578
	Iteration 50Q: 3 clusters Score -1399036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1399034.625000 Penalty: 4853.017578
	Iteration 51Q: 3 clusters Score -1399035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1399040.750000 Penalty: 4853.017578
	Iteration 52Q: 3 clusters Score -1399041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1399043.375000 Penalty: 4853.017578
	Iteration 53Q: 3 clusters Score -1399043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1399046.500000 Penalty: 4853.017578
	Iteration 54Q: 3 clusters Score -1399046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1399044.875000 Penalty: 4853.017578
	Iteration 55Q: 3 clusters Score -1399045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1399051.000000 Penalty: 4853.017578
	Iteration 56Q: 3 clusters Score -1399051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1399054.625000 Penalty: 4853.017578
	Iteration 57Q: 3 clusters Score -1399055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1399058.625000 Penalty: 4853.017578
	Iteration 58Q: 3 clusters Score -1399059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1399067.375000 Penalty: 4853.017578
	Iteration 59Q: 3 clusters Score -1399067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1399066.875000 Penalty: 4853.017578
	Iteration 60F: 3 clusters Score -1399067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1399070.500000 Penalty: 4853.017578
	Iteration 61Q: 3 clusters Score -1399070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1399073.000000 Penalty: 4853.017578
	Iteration 62Q: 3 clusters Score -1399073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1399073.000000 Penalty: 4853.017578
	Iteration 63Q: 3 clusters Score -1399073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1399077.125000 Penalty: 4853.017578
	Iteration 64Q: 3 clusters Score -1399077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1399074.875000 Penalty: 4853.017578
	Iteration 65Q: 3 clusters Score -1399075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1399076.625000 Penalty: 4853.017578
	Iteration 66Q: 3 clusters Score -1399077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1399079.875000 Penalty: 4853.017578
	Iteration 67Q: 3 clusters Score -1399080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1399080.750000 Penalty: 4853.017578
	Iteration 68Q: 3 clusters Score -1399081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1399080.125000 Penalty: 4853.017578
	Iteration 69Q: 3 clusters Score -1399080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1399080.125000 Penalty: 4853.017578
	Iteration 70Q: 3 clusters Score -1399080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1399078.250000 Penalty: 4853.017578
	Iteration 71Q: 3 clusters Score -1399078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1399078.375000 Penalty: 4853.017578
	Iteration 72Q: 3 clusters Score -1399078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1399080.000000 Penalty: 4853.017578
	Iteration 73Q: 3 clusters Score -1399080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1399080.375000 Penalty: 4853.017578
	Iteration 74Q: 3 clusters Score -1399080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1399082.625000 Penalty: 4853.017578
	Iteration 75Q: 3 clusters Score -1399083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1399085.500000 Penalty: 4853.017578
	Iteration 76Q: 3 clusters Score -1399086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1399083.250000 Penalty: 4853.017578
	Iteration 77Q: 3 clusters Score -1399083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1399084.500000 Penalty: 4853.017578
	Iteration 78Q: 3 clusters Score -1399084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1399088.125000 Penalty: 4853.017578
	Iteration 79Q: 3 clusters Score -1399088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1399093.000000 Penalty: 4853.017578
	Iteration 80F: 3 clusters Score -1399093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1399094.500000 Penalty: 4853.017578
	Iteration 81Q: 3 clusters Score -1399094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1399093.000000 Penalty: 4853.017578
	Iteration 82Q: 3 clusters Score -1399093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1399094.250000 Penalty: 4853.017578
	Iteration 83Q: 3 clusters Score -1399094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1399094.250000 Penalty: 4853.017578
	Iteration 84Q: 3 clusters Score -1399094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1399094.750000 Penalty: 4853.017578
	Iteration 85Q: 3 clusters Score -1399095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1399094.750000 Penalty: 4853.017578
	Iteration 86F: 3 clusters Score -1399095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Entering Unmasked Estep 
Score: -8002985.500000 Penalty: 2854.218994
	Iteration 0F: 2 clusters Score -8002986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -7936443.000000 Penalty: 5708.437988
	Iteration 0F: 3 clusters Score -7936443 nChanged 47043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7963617.000000 Penalty: 5708.437988
	Iteration 1F: 3 clusters Score -7963617 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -7965317.500000 Penalty: 5708.437988
	Iteration 2Q: 3 clusters Score -7965318 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -7968380.500000 Penalty: 5708.437988
	Iteration 3F: 3 clusters Score -7968380 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -7974047.000000 Penalty: 5708.437988
	Iteration 4F: 3 clusters Score -7974047 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -7982256.000000 Penalty: 5708.437988
	Iteration 5F: 3 clusters Score -7982256 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -7990421.000000 Penalty: 5708.437988
	Iteration 6F: 3 clusters Score -7990421 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -7995755.500000 Penalty: 5708.437988
	Iteration 7F: 3 clusters Score -7995756 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -7998382.000000 Penalty: 5708.437988
	Iteration 8Q: 3 clusters Score -7998382 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -7999573.500000 Penalty: 5708.437988
	Iteration 9Q: 3 clusters Score -7999574 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -8000035.500000 Penalty: 5708.437988
	Iteration 10Q: 3 clusters Score -8000036 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -8000260.500000 Penalty: 5708.437988
	Iteration 11Q: 3 clusters Score -8000260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -8000370.500000 Penalty: 5708.437988
	Iteration 12Q: 3 clusters Score -8000370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -8000438.500000 Penalty: 5708.437988
	Iteration 13Q: 3 clusters Score -8000438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -8000475.000000 Penalty: 5708.437988
	Iteration 14Q: 3 clusters Score -8000475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -8000495.500000 Penalty: 5708.437988
	Iteration 15Q: 3 clusters Score -8000496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -8000509.500000 Penalty: 5708.437988
	Iteration 16Q: 3 clusters Score -8000510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -8000511.500000 Penalty: 5708.437988
	Iteration 17Q: 3 clusters Score -8000512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -8000536.000000 Penalty: 5708.437988
	Iteration 18Q: 3 clusters Score -8000536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -8000542.500000 Penalty: 5708.437988
	Iteration 19Q: 3 clusters Score -8000542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -8000541.000000 Penalty: 5708.437988
	Iteration 20F: 3 clusters Score -8000541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -8000548.000000 Penalty: 5708.437988
	Iteration 21Q: 3 clusters Score -8000548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -8000550.000000 Penalty: 5708.437988
	Iteration 22Q: 3 clusters Score -8000550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -8000558.000000 Penalty: 5708.437988
	Iteration 23Q: 3 clusters Score -8000558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -8000560.500000 Penalty: 5708.437988
	Iteration 24Q: 3 clusters Score -8000560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -8000559.000000 Penalty: 5708.437988
	Iteration 25Q: 3 clusters Score -8000559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -8000565.500000 Penalty: 5708.437988
	Iteration 26Q: 3 clusters Score -8000566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -8000567.500000 Penalty: 5708.437988
	Iteration 27Q: 3 clusters Score -8000568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -8000572.000000 Penalty: 5708.437988
	Iteration 28Q: 3 clusters Score -8000572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -8000572.500000 Penalty: 5708.437988
	Iteration 29Q: 3 clusters Score -8000572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -8000579.500000 Penalty: 5708.437988
	Iteration 30Q: 3 clusters Score -8000580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -8000584.000000 Penalty: 5708.437988
	Iteration 31Q: 3 clusters Score -8000584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -8000582.000000 Penalty: 5708.437988
	Iteration 32Q: 3 clusters Score -8000582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 99182 members 
Entering Unmasked Estep 
Score: -8000582.000000 Penalty: 5708.437988
	Iteration 33F: 3 clusters Score -8000582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -133511.203125 Penalty: 1812.684570
	Iteration 0F: 2 clusters Score -133511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -131285.953125 Penalty: 3625.369141
	Iteration 0F: 3 clusters Score -131286 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131794.593750 Penalty: 3625.369141
	Iteration 1F: 3 clusters Score -131794.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -132090.796875 Penalty: 3625.369141
	Iteration 2F: 3 clusters Score -132090.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132359.578125 Penalty: 3625.369141
	Iteration 3F: 3 clusters Score -132359.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -132578.031250 Penalty: 3625.369141
	Iteration 4F: 3 clusters Score -132578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132728.234375 Penalty: 3625.369141
	Iteration 5F: 3 clusters Score -132728.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132813.062500 Penalty: 3625.369141
	Iteration 6Q: 3 clusters Score -132813.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132862.656250 Penalty: 3625.369141
	Iteration 7Q: 3 clusters Score -132862.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132897.734375 Penalty: 3625.369141
	Iteration 8Q: 3 clusters Score -132897.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132914.218750 Penalty: 3625.369141
	Iteration 9Q: 3 clusters Score -132914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132920.156250 Penalty: 3625.369141
	Iteration 10Q: 3 clusters Score -132920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132925.531250 Penalty: 3625.369141
	Iteration 11Q: 3 clusters Score -132925.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -132927.125000 Penalty: 3625.369141
	Iteration 12Q: 3 clusters Score -132927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132929.375000 Penalty: 3625.369141
	Iteration 13Q: 3 clusters Score -132929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132930.875000 Penalty: 3625.369141
	Iteration 14Q: 3 clusters Score -132930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132932.875000 Penalty: 3625.369141
	Iteration 15Q: 3 clusters Score -132932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132934.921875 Penalty: 3625.369141
	Iteration 16Q: 3 clusters Score -132934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132937.343750 Penalty: 3625.369141
	Iteration 17Q: 3 clusters Score -132937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132937.953125 Penalty: 3625.369141
	Iteration 18Q: 3 clusters Score -132938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -132939.187500 Penalty: 3625.369141
	Iteration 19Q: 3 clusters Score -132939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132939.937500 Penalty: 3625.369141
	Iteration 20F: 3 clusters Score -132939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132940.406250 Penalty: 3625.369141
	Iteration 21Q: 3 clusters Score -132940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132940.406250 Penalty: 3625.369141
	Iteration 22F: 3 clusters Score -132940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Entering Unmasked Estep 
Score: -1060775.125000 Penalty: 2317.528076
	Iteration 0F: 2 clusters Score -1060775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1052165.625000 Penalty: 4635.056152
	Iteration 0F: 3 clusters Score -1052166 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1054891.000000 Penalty: 4635.056152
	Iteration 1F: 3 clusters Score -1054891 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1055276.875000 Penalty: 4635.056152
	Iteration 2F: 3 clusters Score -1055277 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1055615.000000 Penalty: 4635.056152
	Iteration 3F: 3 clusters Score -1055615 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1055908.000000 Penalty: 4635.056152
	Iteration 4Q: 3 clusters Score -1055908 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1056218.250000 Penalty: 4635.056152
	Iteration 5Q: 3 clusters Score -1056218 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1056602.000000 Penalty: 4635.056152
	Iteration 6F: 3 clusters Score -1056602 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1057067.875000 Penalty: 4635.056152
	Iteration 7F: 3 clusters Score -1057068 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1057485.500000 Penalty: 4635.056152
	Iteration 8Q: 3 clusters Score -1057486 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1057927.125000 Penalty: 4635.056152
	Iteration 9Q: 3 clusters Score -1057927 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1058356.375000 Penalty: 4635.056152
	Iteration 10Q: 3 clusters Score -1058356 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1058692.250000 Penalty: 4635.056152
	Iteration 11Q: 3 clusters Score -1058692 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1058948.500000 Penalty: 4635.056152
	Iteration 12Q: 3 clusters Score -1058948 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1059108.750000 Penalty: 4635.056152
	Iteration 13Q: 3 clusters Score -1059109 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1059219.250000 Penalty: 4635.056152
	Iteration 14Q: 3 clusters Score -1059219 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1059291.250000 Penalty: 4635.056152
	Iteration 15Q: 3 clusters Score -1059291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1059342.125000 Penalty: 4635.056152
	Iteration 16Q: 3 clusters Score -1059342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1059391.750000 Penalty: 4635.056152
	Iteration 17Q: 3 clusters Score -1059392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1059436.625000 Penalty: 4635.056152
	Iteration 18Q: 3 clusters Score -1059437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1059474.500000 Penalty: 4635.056152
	Iteration 19Q: 3 clusters Score -1059474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1059515.625000 Penalty: 4635.056152
	Iteration 20F: 3 clusters Score -1059516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1059563.500000 Penalty: 4635.056152
	Iteration 21Q: 3 clusters Score -1059564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1059608.875000 Penalty: 4635.056152
	Iteration 22Q: 3 clusters Score -1059609 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1059635.625000 Penalty: 4635.056152
	Iteration 23Q: 3 clusters Score -1059636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1059672.000000 Penalty: 4635.056152
	Iteration 24Q: 3 clusters Score -1059672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1059714.875000 Penalty: 4635.056152
	Iteration 25Q: 3 clusters Score -1059715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1059744.250000 Penalty: 4635.056152
	Iteration 26Q: 3 clusters Score -1059744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1059787.625000 Penalty: 4635.056152
	Iteration 27Q: 3 clusters Score -1059788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1059826.875000 Penalty: 4635.056152
	Iteration 28Q: 3 clusters Score -1059827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1059873.750000 Penalty: 4635.056152
	Iteration 29Q: 3 clusters Score -1059874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1059934.000000 Penalty: 4635.056152
	Iteration 30Q: 3 clusters Score -1059934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1060006.375000 Penalty: 4635.056152
	Iteration 31Q: 3 clusters Score -1060006 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1060109.375000 Penalty: 4635.056152
	Iteration 32Q: 3 clusters Score -1060109 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1060257.750000 Penalty: 4635.056152
	Iteration 33Q: 3 clusters Score -1060258 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1060457.500000 Penalty: 4635.056152
	Iteration 34Q: 3 clusters Score -1060458 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1060692.375000 Penalty: 4635.056152
	Iteration 35Q: 3 clusters Score -1060692 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1061002.125000 Penalty: 4635.056152
	Iteration 36Q: 3 clusters Score -1061002 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1061279.250000 Penalty: 4635.056152
	Iteration 37Q: 3 clusters Score -1061279 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1061522.750000 Penalty: 4635.056152
	Iteration 38Q: 3 clusters Score -1061523 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1061699.875000 Penalty: 4635.056152
	Iteration 39Q: 3 clusters Score -1061700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1061786.000000 Penalty: 4635.056152
	Iteration 40F: 3 clusters Score -1061786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1061832.000000 Penalty: 4635.056152
	Iteration 41Q: 3 clusters Score -1061832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1061853.500000 Penalty: 4635.056152
	Iteration 42Q: 3 clusters Score -1061854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1061868.750000 Penalty: 4635.056152
	Iteration 43Q: 3 clusters Score -1061869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1061878.625000 Penalty: 4635.056152
	Iteration 44Q: 3 clusters Score -1061879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1061881.125000 Penalty: 4635.056152
	Iteration 45Q: 3 clusters Score -1061881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1061882.625000 Penalty: 4635.056152
	Iteration 46Q: 3 clusters Score -1061883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1061885.625000 Penalty: 4635.056152
	Iteration 47Q: 3 clusters Score -1061886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1061888.000000 Penalty: 4635.056152
	Iteration 48Q: 3 clusters Score -1061888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1061887.750000 Penalty: 4635.056152
	Iteration 49Q: 3 clusters Score -1061888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1061891.000000 Penalty: 4635.056152
	Iteration 50Q: 3 clusters Score -1061891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1061890.625000 Penalty: 4635.056152
	Iteration 51Q: 3 clusters Score -1061891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1061891.500000 Penalty: 4635.056152
	Iteration 52Q: 3 clusters Score -1061892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1061893.375000 Penalty: 4635.056152
	Iteration 53Q: 3 clusters Score -1061893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1061893.375000 Penalty: 4635.056152
	Iteration 54F: 3 clusters Score -1061893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 5450 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 5990 members 
Entering Unmasked Estep 
Score: -150789312.000000 Penalty: 242702.312500
Splitting cluster 34 changes total score from -150789328.000000 to -150789312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -447564.531250 Penalty: 2124.788818
	Iteration 0F: 2 clusters Score -447564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -442890.437500 Penalty: 4249.577637
	Iteration 0F: 3 clusters Score -442890.4 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -443978.468750 Penalty: 4249.577637
	Iteration 1F: 3 clusters Score -443978.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -444173.500000 Penalty: 4249.577637
	Iteration 2F: 3 clusters Score -444173.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -444282.218750 Penalty: 4249.577637
	Iteration 3Q: 3 clusters Score -444282.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -444348.937500 Penalty: 4249.577637
	Iteration 4Q: 3 clusters Score -444348.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -444400.125000 Penalty: 4249.577637
	Iteration 5Q: 3 clusters Score -444400.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -444439.281250 Penalty: 4249.577637
	Iteration 6Q: 3 clusters Score -444439.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -444463.343750 Penalty: 4249.577637
	Iteration 7Q: 3 clusters Score -444463.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -444475.937500 Penalty: 4249.577637
	Iteration 8Q: 3 clusters Score -444475.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -444487.906250 Penalty: 4249.577637
	Iteration 9Q: 3 clusters Score -444487.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -444501.375000 Penalty: 4249.577637
	Iteration 10Q: 3 clusters Score -444501.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -444514.750000 Penalty: 4249.577637
	Iteration 11Q: 3 clusters Score -444514.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -444525.875000 Penalty: 4249.577637
	Iteration 12Q: 3 clusters Score -444525.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -444532.000000 Penalty: 4249.577637
	Iteration 13Q: 3 clusters Score -444532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -444538.062500 Penalty: 4249.577637
	Iteration 14Q: 3 clusters Score -444538.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -444543.156250 Penalty: 4249.577637
	Iteration 15Q: 3 clusters Score -444543.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -444547.093750 Penalty: 4249.577637
	Iteration 16Q: 3 clusters Score -444547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -444550.562500 Penalty: 4249.577637
	Iteration 17Q: 3 clusters Score -444550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -444555.406250 Penalty: 4249.577637
	Iteration 18Q: 3 clusters Score -444555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -444560.625000 Penalty: 4249.577637
	Iteration 19Q: 3 clusters Score -444560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -444565.125000 Penalty: 4249.577637
	Iteration 20F: 3 clusters Score -444565.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -444568.125000 Penalty: 4249.577637
	Iteration 21Q: 3 clusters Score -444568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -444571.250000 Penalty: 4249.577637
	Iteration 22Q: 3 clusters Score -444571.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -444573.968750 Penalty: 4249.577637
	Iteration 23Q: 3 clusters Score -444574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -444577.437500 Penalty: 4249.577637
	Iteration 24Q: 3 clusters Score -444577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -444581.250000 Penalty: 4249.577637
	Iteration 25Q: 3 clusters Score -444581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -444585.187500 Penalty: 4249.577637
	Iteration 26Q: 3 clusters Score -444585.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -444589.312500 Penalty: 4249.577637
	Iteration 27Q: 3 clusters Score -444589.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -444593.875000 Penalty: 4249.577637
	Iteration 28Q: 3 clusters Score -444593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -444596.281250 Penalty: 4249.577637
	Iteration 29Q: 3 clusters Score -444596.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -444598.718750 Penalty: 4249.577637
	Iteration 30Q: 3 clusters Score -444598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -444603.281250 Penalty: 4249.577637
	Iteration 31Q: 3 clusters Score -444603.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -444605.875000 Penalty: 4249.577637
	Iteration 32Q: 3 clusters Score -444605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -444607.906250 Penalty: 4249.577637
	Iteration 33Q: 3 clusters Score -444607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -444608.656250 Penalty: 4249.577637
	Iteration 34Q: 3 clusters Score -444608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -444608.468750 Penalty: 4249.577637
	Iteration 35Q: 3 clusters Score -444608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -444610.406250 Penalty: 4249.577637
	Iteration 36Q: 3 clusters Score -444610.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -444612.343750 Penalty: 4249.577637
	Iteration 37Q: 3 clusters Score -444612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -444612.781250 Penalty: 4249.577637
	Iteration 38Q: 3 clusters Score -444612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -444613.562500 Penalty: 4249.577637
	Iteration 39Q: 3 clusters Score -444613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -444613.437500 Penalty: 4249.577637
	Iteration 40F: 3 clusters Score -444613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -444614.750000 Penalty: 4249.577637
	Iteration 41Q: 3 clusters Score -444614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -444616.781250 Penalty: 4249.577637
	Iteration 42Q: 3 clusters Score -444616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -444618.968750 Penalty: 4249.577637
	Iteration 43Q: 3 clusters Score -444619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -444621.687500 Penalty: 4249.577637
	Iteration 44Q: 3 clusters Score -444621.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -444624.093750 Penalty: 4249.577637
	Iteration 45Q: 3 clusters Score -444624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -444624.718750 Penalty: 4249.577637
	Iteration 46Q: 3 clusters Score -444624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -444625.312500 Penalty: 4249.577637
	Iteration 47Q: 3 clusters Score -444625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -444626.812500 Penalty: 4249.577637
	Iteration 48Q: 3 clusters Score -444626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -444627.843750 Penalty: 4249.577637
	Iteration 49Q: 3 clusters Score -444627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -444628.750000 Penalty: 4249.577637
	Iteration 50Q: 3 clusters Score -444628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -444629.125000 Penalty: 4249.577637
	Iteration 51Q: 3 clusters Score -444629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -444628.312500 Penalty: 4249.577637
	Iteration 52Q: 3 clusters Score -444628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -444629.750000 Penalty: 4249.577637
	Iteration 53Q: 3 clusters Score -444629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -444629.750000 Penalty: 4249.577637
	Iteration 54F: 3 clusters Score -444629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (109884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Entering Unmasked Estep 
Score: -11610696.000000 Penalty: 2878.580811
	Iteration 0F: 2 clusters Score -1.16107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -11539478.000000 Penalty: 5757.161621
	Iteration 0F: 3 clusters Score -1.153948e+07 nChanged 52360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -11568920.000000 Penalty: 5757.161621
	Iteration 1F: 3 clusters Score -1.156892e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -11569702.000000 Penalty: 5757.161621
	Iteration 2Q: 3 clusters Score -1.15697e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -11570408.000000 Penalty: 5757.161621
	Iteration 3Q: 3 clusters Score -1.157041e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -11571444.000000 Penalty: 5757.161621
	Iteration 4Q: 3 clusters Score -1.157144e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -11573229.000000 Penalty: 5757.161621
	Iteration 5Q: 3 clusters Score -1.157323e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -11575845.000000 Penalty: 5757.161621
	Iteration 6Q: 3 clusters Score -1.157584e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -11579867.000000 Penalty: 5757.161621
	Iteration 7F: 3 clusters Score -1.157987e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -11585654.000000 Penalty: 5757.161621
	Iteration 8F: 3 clusters Score -1.158565e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -11592419.000000 Penalty: 5757.161621
	Iteration 9F: 3 clusters Score -1.159242e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -11598757.000000 Penalty: 5757.161621
	Iteration 10F: 3 clusters Score -1.159876e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11603474.000000 Penalty: 5757.161621
	Iteration 11F: 3 clusters Score -1.160347e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11606115.000000 Penalty: 5757.161621
	Iteration 12Q: 3 clusters Score -1.160612e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108648 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11607308.000000 Penalty: 5757.161621
	Iteration 13Q: 3 clusters Score -1.160731e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109196 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11607739.000000 Penalty: 5757.161621
	Iteration 14Q: 3 clusters Score -1.160774e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11607934.000000 Penalty: 5757.161621
	Iteration 15Q: 3 clusters Score -1.160793e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11608036.000000 Penalty: 5757.161621
	Iteration 16Q: 3 clusters Score -1.160804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11608071.000000 Penalty: 5757.161621
	Iteration 17Q: 3 clusters Score -1.160807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109519 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11608097.000000 Penalty: 5757.161621
	Iteration 18Q: 3 clusters Score -1.16081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11608111.000000 Penalty: 5757.161621
	Iteration 19Q: 3 clusters Score -1.160811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11608127.000000 Penalty: 5757.161621
	Iteration 20F: 3 clusters Score -1.160813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -11608169.000000 Penalty: 5757.161621
	Iteration 21Q: 3 clusters Score -1.160817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109556 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11608179.000000 Penalty: 5757.161621
	Iteration 22Q: 3 clusters Score -1.160818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11608177.000000 Penalty: 5757.161621
	Iteration 23Q: 3 clusters Score -1.160818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11608174.000000 Penalty: 5757.161621
	Iteration 24Q: 3 clusters Score -1.160817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11608180.000000 Penalty: 5757.161621
	Iteration 25Q: 3 clusters Score -1.160818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11608180.000000 Penalty: 5757.161621
	Iteration 26F: 3 clusters Score -1.160818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -390082.968750 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -390083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -386208.656250 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -386208.7 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -387212.875000 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -387212.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -387490.375000 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -387490.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -387661.156250 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -387661.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -387783.968750 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -387784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -387880.593750 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -387880.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -387977.656250 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -387977.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -388095.906250 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -388095.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -388221.468750 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -388221.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -388349.031250 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -388349 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -388483.562500 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -388483.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -388614.625000 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -388614.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -388692.125000 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -388692.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -388757.156250 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -388757.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -388787.750000 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -388787.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -388812.093750 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -388812.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -388829.250000 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -388829.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -388842.750000 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -388842.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -388854.656250 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -388854.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -388869.531250 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -388869.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -388884.937500 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -388884.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -388894.468750 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -388894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -388901.125000 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -388901.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -388907.812500 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -388907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -388915.718750 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -388915.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -388920.656250 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -388920.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -388925.406250 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -388925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -388925.687500 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -388925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -388927.312500 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -388927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -388929.062500 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -388929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -388930.750000 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -388930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -388932.031250 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -388932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -388933.281250 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -388933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -388935.031250 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -388935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -388936.593750 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -388936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -388938.500000 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -388938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -388940.562500 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -388940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -388942.406250 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -388942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -388943.812500 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -388943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -388946.625000 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -388946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -388951.187500 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -388951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -388953.812500 Penalty: 4112.358398
	Iteration 41Q: 3 clusters Score -388953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -388953.718750 Penalty: 4112.358398
	Iteration 42Q: 3 clusters Score -388953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -388955.062500 Penalty: 4112.358398
	Iteration 43Q: 3 clusters Score -388955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -388955.218750 Penalty: 4112.358398
	Iteration 44Q: 3 clusters Score -388955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -388955.468750 Penalty: 4112.358398
	Iteration 45Q: 3 clusters Score -388955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -388956.437500 Penalty: 4112.358398
	Iteration 46Q: 3 clusters Score -388956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -388957.156250 Penalty: 4112.358398
	Iteration 47Q: 3 clusters Score -388957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -388958.062500 Penalty: 4112.358398
	Iteration 48Q: 3 clusters Score -388958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -388958.062500 Penalty: 4112.358398
	Iteration 49F: 3 clusters Score -388958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -164251.453125 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -164251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -161512.000000 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -161512 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -162005.812500 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -162005.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -162145.375000 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -162145.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -162218.578125 Penalty: 3817.095947
	Iteration 3Q: 3 clusters Score -162218.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -162281.203125 Penalty: 3817.095947
	Iteration 4Q: 3 clusters Score -162281.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -162359.656250 Penalty: 3817.095947
	Iteration 5Q: 3 clusters Score -162359.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -162455.875000 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -162455.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162561.015625 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -162561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162662.343750 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -162662.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -162793.906250 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -162793.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162939.796875 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -162939.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -163050.968750 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -163051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163134.703125 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -163134.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163217.296875 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -163217.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163284.625000 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -163284.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163346.484375 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -163346.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163374.140625 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -163374.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163396.171875 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -163396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163415.296875 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -163415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163421.593750 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -163421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163426.406250 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -163426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163430.546875 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -163430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163432.937500 Penalty: 3817.095947
	Iteration 22Q: 3 clusters Score -163432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163432.937500 Penalty: 3817.095947
	Iteration 23F: 3 clusters Score -163432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -138450.234375 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -138450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135988.656250 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -135988.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -136417.296875 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -136417.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -136545.437500 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -136545.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -136620.312500 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -136620.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -136675.625000 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -136675.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -136715.140625 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -136715.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -136748.453125 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -136748.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -136774.265625 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -136774.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -136791.546875 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -136791.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -136810.546875 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -136810.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -136829.750000 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -136829.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -136845.562500 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -136845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136858.000000 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -136858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -136867.796875 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -136867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -136878.750000 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -136878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -136886.000000 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -136886 nChanged 9
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: -136890.406250 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -136890.4 nChanged 4
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: -136892.953125 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -136893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -136893.859375 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -136893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -136894.062500 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -136894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -136895.453125 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -136895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -136896.937500 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -136896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -136897.906250 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -136897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -136897.906250 Penalty: 3717.788818
	Iteration 23F: 3 clusters Score -136897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -669717.500000 Penalty: 2184.290283
	Iteration 0F: 2 clusters Score -669717.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -664189.687500 Penalty: 4368.580566
	Iteration 0F: 3 clusters Score -664189.7 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -665608.812500 Penalty: 4368.580566
	Iteration 1F: 3 clusters Score -665608.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -665908.125000 Penalty: 4368.580566
	Iteration 2F: 3 clusters Score -665908.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -666166.625000 Penalty: 4368.580566
	Iteration 3F: 3 clusters Score -666166.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -666420.750000 Penalty: 4368.580566
	Iteration 4F: 3 clusters Score -666420.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -666628.312500 Penalty: 4368.580566
	Iteration 5Q: 3 clusters Score -666628.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -666836.875000 Penalty: 4368.580566
	Iteration 6Q: 3 clusters Score -666836.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -667079.250000 Penalty: 4368.580566
	Iteration 7Q: 3 clusters Score -667079.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -667366.875000 Penalty: 4368.580566
	Iteration 8F: 3 clusters Score -667366.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -667658.687500 Penalty: 4368.580566
	Iteration 9Q: 3 clusters Score -667658.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -667991.000000 Penalty: 4368.580566
	Iteration 10F: 3 clusters Score -667991 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -668296.500000 Penalty: 4368.580566
	Iteration 11Q: 3 clusters Score -668296.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -668509.312500 Penalty: 4368.580566
	Iteration 12Q: 3 clusters Score -668509.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -668636.125000 Penalty: 4368.580566
	Iteration 13Q: 3 clusters Score -668636.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -668725.000000 Penalty: 4368.580566
	Iteration 14Q: 3 clusters Score -668725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -668770.687500 Penalty: 4368.580566
	Iteration 15Q: 3 clusters Score -668770.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -668808.500000 Penalty: 4368.580566
	Iteration 16Q: 3 clusters Score -668808.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -668828.812500 Penalty: 4368.580566
	Iteration 17Q: 3 clusters Score -668828.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -668840.375000 Penalty: 4368.580566
	Iteration 18Q: 3 clusters Score -668840.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -668846.812500 Penalty: 4368.580566
	Iteration 19Q: 3 clusters Score -668846.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -668854.000000 Penalty: 4368.580566
	Iteration 20F: 3 clusters Score -668854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -668855.187500 Penalty: 4368.580566
	Iteration 21Q: 3 clusters Score -668855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -668856.562500 Penalty: 4368.580566
	Iteration 22Q: 3 clusters Score -668856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -668860.000000 Penalty: 4368.580566
	Iteration 23Q: 3 clusters Score -668860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -668863.687500 Penalty: 4368.580566
	Iteration 24Q: 3 clusters Score -668863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -668862.750000 Penalty: 4368.580566
	Iteration 25Q: 3 clusters Score -668862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -668864.250000 Penalty: 4368.580566
	Iteration 26Q: 3 clusters Score -668864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -668864.250000 Penalty: 4368.580566
	Iteration 27F: 3 clusters Score -668864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -69227.054688 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -69227.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -67233.960938 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -67233.96 nChanged 303
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: -67675.507812 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -67675.51 nChanged 101
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: -67855.328125 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -67855.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67964.390625 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -67964.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68056.125000 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -68056.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -68112.359375 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -68112.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68160.078125 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -68160.08 nChanged 27
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: -68208.820312 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -68208.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -68237.226562 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -68237.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -68248.242188 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -68248.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68257.335938 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -68257.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68264.078125 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -68264.08 nChanged 5
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: -68271.210938 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -68271.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68276.890625 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -68276.89 nChanged 1
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: -68277.960938 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -68277.96 nChanged 0
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: -68277.960938 Penalty: 3480.238281
	Iteration 15F: 3 clusters Score -68277.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -127363.859375 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -127363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -124911.742188 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -124911.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -125461.367188 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -125461.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -125802.296875 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -125802.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126125.359375 Penalty: 3704.382812
	Iteration 3F: 3 clusters Score -126125.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -126470.914062 Penalty: 3704.382812
	Iteration 4F: 3 clusters Score -126470.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126728.546875 Penalty: 3704.382812
	Iteration 5F: 3 clusters Score -126728.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126863.601562 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -126863.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126931.828125 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -126931.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -126984.156250 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -126984.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -127025.132812 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -127025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -127039.921875 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -127039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -127045.195312 Penalty: 3704.382812
	Iteration 11Q: 3 clusters Score -127045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127047.796875 Penalty: 3704.382812
	Iteration 12Q: 3 clusters Score -127047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127049.765625 Penalty: 3704.382812
	Iteration 13Q: 3 clusters Score -127049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127050.671875 Penalty: 3704.382812
	Iteration 14Q: 3 clusters Score -127050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127051.140625 Penalty: 3704.382812
	Iteration 15Q: 3 clusters Score -127051.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127051.140625 Penalty: 3704.382812
	Iteration 16F: 3 clusters Score -127051.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -82707.562500 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -82707.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -80804.828125 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -80804.83 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81264.929688 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -81264.93 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81672.812500 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -81672.81 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82037.179688 Penalty: 3462.117676
	Iteration 3F: 3 clusters Score -82037.18 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82238.523438 Penalty: 3462.117676
	Iteration 4F: 3 clusters Score -82238.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82347.468750 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -82347.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82390.484375 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -82390.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82424.226562 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -82424.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82446.421875 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -82446.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82452.804688 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -82452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82458.179688 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -82458.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82464.859375 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -82464.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82469.085938 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -82469.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82472.132812 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -82472.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82473.437500 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -82473.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82474.070312 Penalty: 3462.117676
	Iteration 15Q: 3 clusters Score -82474.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82474.617188 Penalty: 3462.117676
	Iteration 16Q: 3 clusters Score -82474.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82476.210938 Penalty: 3462.117676
	Iteration 17Q: 3 clusters Score -82476.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82477.476562 Penalty: 3462.117676
	Iteration 18Q: 3 clusters Score -82477.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82478.453125 Penalty: 3462.117676
	Iteration 19Q: 3 clusters Score -82478.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82481.234375 Penalty: 3462.117676
	Iteration 20F: 3 clusters Score -82481.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82486.375000 Penalty: 3462.117676
	Iteration 21Q: 3 clusters Score -82486.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82489.132812 Penalty: 3462.117676
	Iteration 22Q: 3 clusters Score -82489.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82492.007812 Penalty: 3462.117676
	Iteration 23Q: 3 clusters Score -82492.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82494.453125 Penalty: 3462.117676
	Iteration 24Q: 3 clusters Score -82494.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82496.031250 Penalty: 3462.117676
	Iteration 25Q: 3 clusters Score -82496.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82496.031250 Penalty: 3462.117676
	Iteration 26F: 3 clusters Score -82496.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (139038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Entering Unmasked Estep 
Score: -13669018.000000 Penalty: 2936.940674
	Iteration 0F: 2 clusters Score -1.366902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -13582399.000000 Penalty: 5873.881348
	Iteration 0F: 3 clusters Score -1.35824e+07 nChanged 66256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -13620775.000000 Penalty: 5873.881348
	Iteration 1F: 3 clusters Score -1.362078e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -13621635.000000 Penalty: 5873.881348
	Iteration 2Q: 3 clusters Score -1.362164e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -13622763.000000 Penalty: 5873.881348
	Iteration 3Q: 3 clusters Score -1.362276e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -13624362.000000 Penalty: 5873.881348
	Iteration 4Q: 3 clusters Score -1.362436e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61319 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -13626409.000000 Penalty: 5873.881348
	Iteration 5Q: 3 clusters Score -1.362641e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -13628928.000000 Penalty: 5873.881348
	Iteration 6Q: 3 clusters Score -1.362893e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -13632387.000000 Penalty: 5873.881348
	Iteration 7F: 3 clusters Score -1.363239e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -13636632.000000 Penalty: 5873.881348
	Iteration 8F: 3 clusters Score -1.363663e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -13641453.000000 Penalty: 5873.881348
	Iteration 9F: 3 clusters Score -1.364145e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -13646510.000000 Penalty: 5873.881348
	Iteration 10F: 3 clusters Score -1.364651e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -13652072.000000 Penalty: 5873.881348
	Iteration 11F: 3 clusters Score -1.365207e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -13657557.000000 Penalty: 5873.881348
	Iteration 12Q: 3 clusters Score -1.365756e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -13661591.000000 Penalty: 5873.881348
	Iteration 13Q: 3 clusters Score -1.366159e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -13663795.000000 Penalty: 5873.881348
	Iteration 14Q: 3 clusters Score -1.36638e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 120461 members 
Entering Unmasked Estep 
Score: -13664921.000000 Penalty: 5873.881348
	Iteration 15Q: 3 clusters Score -1.366492e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -13665788.000000 Penalty: 5873.881348
	Iteration 16Q: 3 clusters Score -1.366579e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 123823 members 
Entering Unmasked Estep 
Score: -13666270.000000 Penalty: 5873.881348
	Iteration 17Q: 3 clusters Score -1.366627e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -13666599.000000 Penalty: 5873.881348
	Iteration 18Q: 3 clusters Score -1.36666e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 126685 members 
Entering Unmasked Estep 
Score: -13666848.000000 Penalty: 5873.881348
	Iteration 19Q: 3 clusters Score -1.366685e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 127786 members 
Entering Unmasked Estep 
Score: -13666948.000000 Penalty: 5873.881348
	Iteration 20F: 3 clusters Score -1.366695e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -13667013.000000 Penalty: 5873.881348
	Iteration 21Q: 3 clusters Score -1.366701e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 129466 members 
Entering Unmasked Estep 
Score: -13667074.000000 Penalty: 5873.881348
	Iteration 22Q: 3 clusters Score -1.366707e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 130159 members 
Entering Unmasked Estep 
Score: -13667063.000000 Penalty: 5873.881348
	Iteration 23Q: 3 clusters Score -1.366706e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -13667072.000000 Penalty: 5873.881348
	Iteration 24Q: 3 clusters Score -1.366707e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -13667109.000000 Penalty: 5873.881348
	Iteration 25Q: 3 clusters Score -1.366711e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 131823 members 
Entering Unmasked Estep 
Score: -13667026.000000 Penalty: 5873.881348
	Iteration 26Q: 3 clusters Score -1.366703e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 132285 members 
Entering Unmasked Estep 
Score: -13667041.000000 Penalty: 5873.881348
	Iteration 27Q: 3 clusters Score -1.366704e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 132710 members 
Entering Unmasked Estep 
Score: -13667054.000000 Penalty: 5873.881348
	Iteration 28Q: 3 clusters Score -1.366705e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -13667082.000000 Penalty: 5873.881348
	Iteration 29Q: 3 clusters Score -1.366708e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 133390 members 
Entering Unmasked Estep 
Score: -13667130.000000 Penalty: 5873.881348
	Iteration 30Q: 3 clusters Score -1.366713e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 133672 members 
Entering Unmasked Estep 
Score: -13667115.000000 Penalty: 5873.881348
	Iteration 31Q: 3 clusters Score -1.366712e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -13667095.000000 Penalty: 5873.881348
	Iteration 32Q: 3 clusters Score -1.36671e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 134140 members 
Entering Unmasked Estep 
Score: -13667141.000000 Penalty: 5873.881348
	Iteration 33Q: 3 clusters Score -1.366714e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 134357 members 
Entering Unmasked Estep 
Score: -13667151.000000 Penalty: 5873.881348
	Iteration 34Q: 3 clusters Score -1.366715e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 134548 members 
Entering Unmasked Estep 
Score: -13667153.000000 Penalty: 5873.881348
	Iteration 35Q: 3 clusters Score -1.366715e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -13667163.000000 Penalty: 5873.881348
	Iteration 36Q: 3 clusters Score -1.366716e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -13667172.000000 Penalty: 5873.881348
	Iteration 37Q: 3 clusters Score -1.366717e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -13667127.000000 Penalty: 5873.881348
	Iteration 38Q: 3 clusters Score -1.366713e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 135168 members 
Entering Unmasked Estep 
Score: -13667143.000000 Penalty: 5873.881348
	Iteration 39Q: 3 clusters Score -1.366714e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -13667110.000000 Penalty: 5873.881348
	Iteration 40F: 3 clusters Score -1.366711e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -13667088.000000 Penalty: 5873.881348
	Iteration 41Q: 3 clusters Score -1.366709e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -13667093.000000 Penalty: 5873.881348
	Iteration 42Q: 3 clusters Score -1.366709e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 135592 members 
Entering Unmasked Estep 
Score: -13667089.000000 Penalty: 5873.881348
	Iteration 43Q: 3 clusters Score -1.366709e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 135667 members 
Entering Unmasked Estep 
Score: -13667089.000000 Penalty: 5873.881348
	Iteration 44Q: 3 clusters Score -1.366709e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -13667120.000000 Penalty: 5873.881348
	Iteration 45Q: 3 clusters Score -1.366712e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 135816 members 
Entering Unmasked Estep 
Score: -13667095.000000 Penalty: 5873.881348
	Iteration 46Q: 3 clusters Score -1.36671e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 135878 members 
Entering Unmasked Estep 
Score: -13667117.000000 Penalty: 5873.881348
	Iteration 47Q: 3 clusters Score -1.366712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -13667094.000000 Penalty: 5873.881348
	Iteration 48Q: 3 clusters Score -1.366709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -13667125.000000 Penalty: 5873.881348
	Iteration 49Q: 3 clusters Score -1.366712e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 136013 members 
Entering Unmasked Estep 
Score: -13667139.000000 Penalty: 5873.881348
	Iteration 50Q: 3 clusters Score -1.366714e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 136048 members 
Entering Unmasked Estep 
Score: -13667149.000000 Penalty: 5873.881348
	Iteration 51Q: 3 clusters Score -1.366715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 136078 members 
Entering Unmasked Estep 
Score: -13667130.000000 Penalty: 5873.881348
	Iteration 52Q: 3 clusters Score -1.366713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -13667137.000000 Penalty: 5873.881348
	Iteration 53Q: 3 clusters Score -1.366714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 136140 members 
Entering Unmasked Estep 
Score: -13667139.000000 Penalty: 5873.881348
	Iteration 54Q: 3 clusters Score -1.366714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 136172 members 
Entering Unmasked Estep 
Score: -13667135.000000 Penalty: 5873.881348
	Iteration 55Q: 3 clusters Score -1.366714e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -13667157.000000 Penalty: 5873.881348
	Iteration 56Q: 3 clusters Score -1.366716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -13667171.000000 Penalty: 5873.881348
	Iteration 57Q: 3 clusters Score -1.366717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -13667159.000000 Penalty: 5873.881348
	Iteration 58Q: 3 clusters Score -1.366716e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 136296 members 
Entering Unmasked Estep 
Score: -13667161.000000 Penalty: 5873.881348
	Iteration 59Q: 3 clusters Score -1.366716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
Score: -13667195.000000 Penalty: 5873.881348
	Iteration 60F: 3 clusters Score -1.36672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 136355 members 
Entering Unmasked Estep 
Score: -13667206.000000 Penalty: 5873.881348
	Iteration 61Q: 3 clusters Score -1.366721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -13667205.000000 Penalty: 5873.881348
	Iteration 62Q: 3 clusters Score -1.36672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 136407 members 
Entering Unmasked Estep 
Score: -13667199.000000 Penalty: 5873.881348
	Iteration 63Q: 3 clusters Score -1.36672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -13667204.000000 Penalty: 5873.881348
	Iteration 64Q: 3 clusters Score -1.36672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -13667196.000000 Penalty: 5873.881348
	Iteration 65Q: 3 clusters Score -1.36672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -13667200.000000 Penalty: 5873.881348
	Iteration 66Q: 3 clusters Score -1.36672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 136467 members 
Entering Unmasked Estep 
Score: -13667190.000000 Penalty: 5873.881348
	Iteration 67Q: 3 clusters Score -1.366719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 136474 members 
Entering Unmasked Estep 
Score: -13667188.000000 Penalty: 5873.881348
	Iteration 68Q: 3 clusters Score -1.366719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -13667207.000000 Penalty: 5873.881348
	Iteration 69Q: 3 clusters Score -1.366721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -13667199.000000 Penalty: 5873.881348
	Iteration 70Q: 3 clusters Score -1.36672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -13667197.000000 Penalty: 5873.881348
	Iteration 71Q: 3 clusters Score -1.36672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 136484 members 
Entering Unmasked Estep 
Score: -13667188.000000 Penalty: 5873.881348
	Iteration 72Q: 3 clusters Score -1.366719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 136490 members 
Entering Unmasked Estep 
Score: -13667193.000000 Penalty: 5873.881348
	Iteration 73Q: 3 clusters Score -1.366719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 136490 members 
Entering Unmasked Estep 
Score: -13667191.000000 Penalty: 5873.881348
	Iteration 74Q: 3 clusters Score -1.366719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -13667180.000000 Penalty: 5873.881348
	Iteration 75Q: 3 clusters Score -1.366718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -13667180.000000 Penalty: 5873.881348
	Iteration 76F: 3 clusters Score -1.366718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (105474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Entering Unmasked Estep 
Score: -11292372.000000 Penalty: 2868.422363
	Iteration 0F: 2 clusters Score -1.129237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -11226523.000000 Penalty: 5736.844727
	Iteration 0F: 3 clusters Score -1.122652e+07 nChanged 50096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -11255854.000000 Penalty: 5736.844727
	Iteration 1F: 3 clusters Score -1.125585e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -11257110.000000 Penalty: 5736.844727
	Iteration 2Q: 3 clusters Score -1.125711e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -11259095.000000 Penalty: 5736.844727
	Iteration 3Q: 3 clusters Score -1.12591e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -11261810.000000 Penalty: 5736.844727
	Iteration 4F: 3 clusters Score -1.126181e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -11265940.000000 Penalty: 5736.844727
	Iteration 5F: 3 clusters Score -1.126594e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -11271352.000000 Penalty: 5736.844727
	Iteration 6F: 3 clusters Score -1.127135e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -11277392.000000 Penalty: 5736.844727
	Iteration 7F: 3 clusters Score -1.127739e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -11282433.000000 Penalty: 5736.844727
	Iteration 8F: 3 clusters Score -1.128243e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -11285799.000000 Penalty: 5736.844727
	Iteration 9Q: 3 clusters Score -1.12858e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11287774.000000 Penalty: 5736.844727
	Iteration 10Q: 3 clusters Score -1.128777e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11288704.000000 Penalty: 5736.844727
	Iteration 11Q: 3 clusters Score -1.12887e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11289222.000000 Penalty: 5736.844727
	Iteration 12Q: 3 clusters Score -1.128922e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11289476.000000 Penalty: 5736.844727
	Iteration 13Q: 3 clusters Score -1.128948e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11289644.000000 Penalty: 5736.844727
	Iteration 14Q: 3 clusters Score -1.128964e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11289721.000000 Penalty: 5736.844727
	Iteration 15Q: 3 clusters Score -1.128972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11289763.000000 Penalty: 5736.844727
	Iteration 16Q: 3 clusters Score -1.128976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105023 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11289784.000000 Penalty: 5736.844727
	Iteration 17Q: 3 clusters Score -1.128978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11289811.000000 Penalty: 5736.844727
	Iteration 18Q: 3 clusters Score -1.128981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11289823.000000 Penalty: 5736.844727
	Iteration 19Q: 3 clusters Score -1.128982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105049 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11289835.000000 Penalty: 5736.844727
	Iteration 20F: 3 clusters Score -1.128984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11289838.000000 Penalty: 5736.844727
	Iteration 21Q: 3 clusters Score -1.128984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11289839.000000 Penalty: 5736.844727
	Iteration 22Q: 3 clusters Score -1.128984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11289852.000000 Penalty: 5736.844727
	Iteration 23Q: 3 clusters Score -1.128985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11289860.000000 Penalty: 5736.844727
	Iteration 24Q: 3 clusters Score -1.128986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11289856.000000 Penalty: 5736.844727
	Iteration 25Q: 3 clusters Score -1.128986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11289857.000000 Penalty: 5736.844727
	Iteration 26Q: 3 clusters Score -1.128986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11289859.000000 Penalty: 5736.844727
	Iteration 27Q: 3 clusters Score -1.128986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11289859.000000 Penalty: 5736.844727
	Iteration 28F: 3 clusters Score -1.128986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -390516.187500 Penalty: 2111.767334
	Iteration 0F: 2 clusters Score -390516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -386006.406250 Penalty: 4223.534668
	Iteration 0F: 3 clusters Score -386006.4 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -387144.312500 Penalty: 4223.534668
	Iteration 1F: 3 clusters Score -387144.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -387466.437500 Penalty: 4223.534668
	Iteration 2F: 3 clusters Score -387466.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -387737.218750 Penalty: 4223.534668
	Iteration 3F: 3 clusters Score -387737.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -388007.343750 Penalty: 4223.534668
	Iteration 4F: 3 clusters Score -388007.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -388251.500000 Penalty: 4223.534668
	Iteration 5F: 3 clusters Score -388251.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -388479.656250 Penalty: 4223.534668
	Iteration 6Q: 3 clusters Score -388479.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -388674.187500 Penalty: 4223.534668
	Iteration 7Q: 3 clusters Score -388674.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -388819.406250 Penalty: 4223.534668
	Iteration 8Q: 3 clusters Score -388819.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -388927.812500 Penalty: 4223.534668
	Iteration 9Q: 3 clusters Score -388927.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -389003.593750 Penalty: 4223.534668
	Iteration 10Q: 3 clusters Score -389003.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -389065.468750 Penalty: 4223.534668
	Iteration 11Q: 3 clusters Score -389065.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -389099.218750 Penalty: 4223.534668
	Iteration 12Q: 3 clusters Score -389099.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -389123.937500 Penalty: 4223.534668
	Iteration 13Q: 3 clusters Score -389123.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -389137.031250 Penalty: 4223.534668
	Iteration 14Q: 3 clusters Score -389137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -389150.250000 Penalty: 4223.534668
	Iteration 15Q: 3 clusters Score -389150.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -389160.468750 Penalty: 4223.534668
	Iteration 16Q: 3 clusters Score -389160.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -389173.218750 Penalty: 4223.534668
	Iteration 17Q: 3 clusters Score -389173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -389180.375000 Penalty: 4223.534668
	Iteration 18Q: 3 clusters Score -389180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -389185.750000 Penalty: 4223.534668
	Iteration 19Q: 3 clusters Score -389185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -389190.781250 Penalty: 4223.534668
	Iteration 20F: 3 clusters Score -389190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -389195.375000 Penalty: 4223.534668
	Iteration 21Q: 3 clusters Score -389195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -389198.812500 Penalty: 4223.534668
	Iteration 22Q: 3 clusters Score -389198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -389201.593750 Penalty: 4223.534668
	Iteration 23Q: 3 clusters Score -389201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -389203.218750 Penalty: 4223.534668
	Iteration 24Q: 3 clusters Score -389203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -389205.093750 Penalty: 4223.534668
	Iteration 25Q: 3 clusters Score -389205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -389207.656250 Penalty: 4223.534668
	Iteration 26Q: 3 clusters Score -389207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -389208.281250 Penalty: 4223.534668
	Iteration 27Q: 3 clusters Score -389208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -389209.468750 Penalty: 4223.534668
	Iteration 28Q: 3 clusters Score -389209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389211.031250 Penalty: 4223.534668
	Iteration 29Q: 3 clusters Score -389211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389212.250000 Penalty: 4223.534668
	Iteration 30Q: 3 clusters Score -389212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -389211.843750 Penalty: 4223.534668
	Iteration 31Q: 3 clusters Score -389211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -389211.843750 Penalty: 4223.534668
	Iteration 32F: 3 clusters Score -389211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -330586.375000 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -330586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -326549.125000 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -326549.1 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -327430.593750 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -327430.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -327651.937500 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -327651.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -327797.062500 Penalty: 4141.344238
	Iteration 3F: 3 clusters Score -327797.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -327952.156250 Penalty: 4141.344238
	Iteration 4Q: 3 clusters Score -327952.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -328078.562500 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -328078.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -328200.500000 Penalty: 4141.344238
	Iteration 6Q: 3 clusters Score -328200.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -328317.062500 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -328317.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -328425.500000 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -328425.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -328508.718750 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -328508.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -328584.750000 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -328584.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -328641.343750 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -328641.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -328679.000000 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -328679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -328702.343750 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -328702.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -328728.125000 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -328728.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -328741.343750 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -328741.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -328751.968750 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -328752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -328760.843750 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -328760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -328767.468750 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -328767.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -328771.031250 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -328771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -328773.468750 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -328773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -328774.843750 Penalty: 4141.344238
	Iteration 21Q: 3 clusters Score -328774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -328778.937500 Penalty: 4141.344238
	Iteration 22Q: 3 clusters Score -328778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -328782.562500 Penalty: 4141.344238
	Iteration 23Q: 3 clusters Score -328782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -328786.343750 Penalty: 4141.344238
	Iteration 24Q: 3 clusters Score -328786.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -328790.656250 Penalty: 4141.344238
	Iteration 25Q: 3 clusters Score -328790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -328792.281250 Penalty: 4141.344238
	Iteration 26Q: 3 clusters Score -328792.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -328794.812500 Penalty: 4141.344238
	Iteration 27Q: 3 clusters Score -328794.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -328796.281250 Penalty: 4141.344238
	Iteration 28Q: 3 clusters Score -328796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -328797.531250 Penalty: 4141.344238
	Iteration 29Q: 3 clusters Score -328797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -328798.562500 Penalty: 4141.344238
	Iteration 30Q: 3 clusters Score -328798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328797.843750 Penalty: 4141.344238
	Iteration 31Q: 3 clusters Score -328797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -328798.843750 Penalty: 4141.344238
	Iteration 32Q: 3 clusters Score -328798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -328799.281250 Penalty: 4141.344238
	Iteration 33Q: 3 clusters Score -328799.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -328799.281250 Penalty: 4141.344238
	Iteration 34F: 3 clusters Score -328799.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -397235.625000 Penalty: 2118.532715
	Iteration 0F: 2 clusters Score -397235.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -392649.468750 Penalty: 4237.065430
	Iteration 0F: 3 clusters Score -392649.5 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -393814.843750 Penalty: 4237.065430
	Iteration 1F: 3 clusters Score -393814.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -394036.437500 Penalty: 4237.065430
	Iteration 2F: 3 clusters Score -394036.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -394181.625000 Penalty: 4237.065430
	Iteration 3F: 3 clusters Score -394181.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -394285.593750 Penalty: 4237.065430
	Iteration 4Q: 3 clusters Score -394285.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -394393.125000 Penalty: 4237.065430
	Iteration 5Q: 3 clusters Score -394393.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -394496.906250 Penalty: 4237.065430
	Iteration 6Q: 3 clusters Score -394496.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -394593.593750 Penalty: 4237.065430
	Iteration 7Q: 3 clusters Score -394593.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -394693.187500 Penalty: 4237.065430
	Iteration 8Q: 3 clusters Score -394693.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -394790.656250 Penalty: 4237.065430
	Iteration 9Q: 3 clusters Score -394790.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -394890.468750 Penalty: 4237.065430
	Iteration 10Q: 3 clusters Score -394890.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -394981.406250 Penalty: 4237.065430
	Iteration 11Q: 3 clusters Score -394981.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -395090.062500 Penalty: 4237.065430
	Iteration 12Q: 3 clusters Score -395090.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -395178.875000 Penalty: 4237.065430
	Iteration 13Q: 3 clusters Score -395178.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -395251.375000 Penalty: 4237.065430
	Iteration 14Q: 3 clusters Score -395251.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -395315.593750 Penalty: 4237.065430
	Iteration 15Q: 3 clusters Score -395315.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -395366.593750 Penalty: 4237.065430
	Iteration 16Q: 3 clusters Score -395366.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -395402.437500 Penalty: 4237.065430
	Iteration 17Q: 3 clusters Score -395402.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -395426.281250 Penalty: 4237.065430
	Iteration 18Q: 3 clusters Score -395426.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -395447.937500 Penalty: 4237.065430
	Iteration 19Q: 3 clusters Score -395447.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -395461.843750 Penalty: 4237.065430
	Iteration 20F: 3 clusters Score -395461.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -395475.062500 Penalty: 4237.065430
	Iteration 21Q: 3 clusters Score -395475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -395482.031250 Penalty: 4237.065430
	Iteration 22Q: 3 clusters Score -395482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -395486.187500 Penalty: 4237.065430
	Iteration 23Q: 3 clusters Score -395486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -395491.125000 Penalty: 4237.065430
	Iteration 24Q: 3 clusters Score -395491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -395496.531250 Penalty: 4237.065430
	Iteration 25Q: 3 clusters Score -395496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -395501.937500 Penalty: 4237.065430
	Iteration 26Q: 3 clusters Score -395501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -395506.718750 Penalty: 4237.065430
	Iteration 27Q: 3 clusters Score -395506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -395508.750000 Penalty: 4237.065430
	Iteration 28Q: 3 clusters Score -395508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -395510.000000 Penalty: 4237.065430
	Iteration 29Q: 3 clusters Score -395510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -395510.750000 Penalty: 4237.065430
	Iteration 30Q: 3 clusters Score -395510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -395511.093750 Penalty: 4237.065430
	Iteration 31Q: 3 clusters Score -395511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -395511.468750 Penalty: 4237.065430
	Iteration 32Q: 3 clusters Score -395511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -395512.187500 Penalty: 4237.065430
	Iteration 33Q: 3 clusters Score -395512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -395512.187500 Penalty: 4237.065430
	Iteration 34F: 3 clusters Score -395512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -168761.640625 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -168761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -166023.671875 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -166023.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -166496.687500 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -166496.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -166646.500000 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -166646.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -166721.718750 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -166721.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -166760.734375 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -166760.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -166788.015625 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -166788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -166808.015625 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -166808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166829.734375 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -166829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -166843.453125 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -166843.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -166859.625000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -166859.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -166876.921875 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -166876.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -166897.265625 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -166897.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -166921.484375 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -166921.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -166940.140625 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -166940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -166960.281250 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -166960.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -166978.593750 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -166978.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -167000.078125 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -167000.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -167014.484375 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -167014.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -167030.250000 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -167030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -167046.437500 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -167046.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -167068.203125 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -167068.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -167092.609375 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -167092.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -167107.156250 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -167107.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -167118.984375 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -167119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -167132.140625 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -167132.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -167141.984375 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -167142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -167146.109375 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -167146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -167149.265625 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -167149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -167151.421875 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -167151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -167152.109375 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -167152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -167154.343750 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -167154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -167154.812500 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -167154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -167155.281250 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -167155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -167155.281250 Penalty: 3810.511230
	Iteration 33F: 3 clusters Score -167155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -142548.156250 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -142548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -140167.109375 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -140167.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140920.125000 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -140920.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -141525.593750 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -141525.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -142119.046875 Penalty: 3697.828125
	Iteration 3F: 3 clusters Score -142119 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -142561.734375 Penalty: 3697.828125
	Iteration 4F: 3 clusters Score -142561.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142813.062500 Penalty: 3697.828125
	Iteration 5F: 3 clusters Score -142813.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142936.218750 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -142936.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -142986.656250 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -142986.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143000.921875 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -143000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143005.093750 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -143005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143010.718750 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -143010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143017.406250 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -143017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -143019.718750 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -143019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143022.265625 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -143022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143022.265625 Penalty: 3697.828125
	Iteration 14F: 3 clusters Score -143022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1102 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 627 members 
Entering Unmasked Estep 
Score: -150788240.000000 Penalty: 242702.312500
Splitting cluster 50 changes total score from -150789328.000000 to -150788240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -596207.250000 Penalty: 2239.562988
	Iteration 0F: 2 clusters Score -596207.2 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 4131 members 
Entering Unmasked Estep 
Score: -589639.750000 Penalty: 4479.125977
	Iteration 0F: 3 clusters Score -589639.8 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -591614.187500 Penalty: 4479.125977
	Iteration 1F: 3 clusters Score -591614.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -592004.750000 Penalty: 4479.125977
	Iteration 2F: 3 clusters Score -592004.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -592260.687500 Penalty: 4479.125977
	Iteration 3F: 3 clusters Score -592260.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -592513.812500 Penalty: 4479.125977
	Iteration 4Q: 3 clusters Score -592513.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -592771.125000 Penalty: 4479.125977
	Iteration 5Q: 3 clusters Score -592771.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -593061.500000 Penalty: 4479.125977
	Iteration 6Q: 3 clusters Score -593061.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -593415.937500 Penalty: 4479.125977
	Iteration 7Q: 3 clusters Score -593415.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -593870.625000 Penalty: 4479.125977
	Iteration 8F: 3 clusters Score -593870.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -594299.875000 Penalty: 4479.125977
	Iteration 9F: 3 clusters Score -594299.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -594639.500000 Penalty: 4479.125977
	Iteration 10Q: 3 clusters Score -594639.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -594948.812500 Penalty: 4479.125977
	Iteration 11Q: 3 clusters Score -594948.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -595197.875000 Penalty: 4479.125977
	Iteration 12Q: 3 clusters Score -595197.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -595359.437500 Penalty: 4479.125977
	Iteration 13Q: 3 clusters Score -595359.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -595454.125000 Penalty: 4479.125977
	Iteration 14Q: 3 clusters Score -595454.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -595521.062500 Penalty: 4479.125977
	Iteration 15Q: 3 clusters Score -595521.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -595567.812500 Penalty: 4479.125977
	Iteration 16Q: 3 clusters Score -595567.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -595604.750000 Penalty: 4479.125977
	Iteration 17Q: 3 clusters Score -595604.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -595632.875000 Penalty: 4479.125977
	Iteration 18Q: 3 clusters Score -595632.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -595656.750000 Penalty: 4479.125977
	Iteration 19Q: 3 clusters Score -595656.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -595680.625000 Penalty: 4479.125977
	Iteration 20F: 3 clusters Score -595680.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -595699.500000 Penalty: 4479.125977
	Iteration 21Q: 3 clusters Score -595699.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -595717.250000 Penalty: 4479.125977
	Iteration 22Q: 3 clusters Score -595717.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -595741.062500 Penalty: 4479.125977
	Iteration 23Q: 3 clusters Score -595741.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -595761.562500 Penalty: 4479.125977
	Iteration 24Q: 3 clusters Score -595761.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -595781.625000 Penalty: 4479.125977
	Iteration 25Q: 3 clusters Score -595781.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -595801.125000 Penalty: 4479.125977
	Iteration 26Q: 3 clusters Score -595801.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -595820.750000 Penalty: 4479.125977
	Iteration 27Q: 3 clusters Score -595820.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -595839.125000 Penalty: 4479.125977
	Iteration 28Q: 3 clusters Score -595839.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -595852.625000 Penalty: 4479.125977
	Iteration 29Q: 3 clusters Score -595852.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -595863.625000 Penalty: 4479.125977
	Iteration 30Q: 3 clusters Score -595863.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -595874.312500 Penalty: 4479.125977
	Iteration 31Q: 3 clusters Score -595874.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -595885.375000 Penalty: 4479.125977
	Iteration 32Q: 3 clusters Score -595885.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -595892.062500 Penalty: 4479.125977
	Iteration 33Q: 3 clusters Score -595892.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -595899.562500 Penalty: 4479.125977
	Iteration 34Q: 3 clusters Score -595899.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -595907.375000 Penalty: 4479.125977
	Iteration 35Q: 3 clusters Score -595907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -595911.687500 Penalty: 4479.125977
	Iteration 36Q: 3 clusters Score -595911.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -595920.125000 Penalty: 4479.125977
	Iteration 37Q: 3 clusters Score -595920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -595927.250000 Penalty: 4479.125977
	Iteration 38Q: 3 clusters Score -595927.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -595934.687500 Penalty: 4479.125977
	Iteration 39Q: 3 clusters Score -595934.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -595940.625000 Penalty: 4479.125977
	Iteration 40F: 3 clusters Score -595940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -595944.187500 Penalty: 4479.125977
	Iteration 41Q: 3 clusters Score -595944.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -595947.312500 Penalty: 4479.125977
	Iteration 42Q: 3 clusters Score -595947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -595946.687500 Penalty: 4479.125977
	Iteration 43Q: 3 clusters Score -595946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -595950.250000 Penalty: 4479.125977
	Iteration 44Q: 3 clusters Score -595950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -595951.562500 Penalty: 4479.125977
	Iteration 45Q: 3 clusters Score -595951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -595952.937500 Penalty: 4479.125977
	Iteration 46Q: 3 clusters Score -595952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -595954.437500 Penalty: 4479.125977
	Iteration 47Q: 3 clusters Score -595954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -595954.250000 Penalty: 4479.125977
	Iteration 48Q: 3 clusters Score -595954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -595955.312500 Penalty: 4479.125977
	Iteration 49Q: 3 clusters Score -595955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -595957.125000 Penalty: 4479.125977
	Iteration 50Q: 3 clusters Score -595957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -595957.000000 Penalty: 4479.125977
	Iteration 51Q: 3 clusters Score -595957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -595957.187500 Penalty: 4479.125977
	Iteration 52Q: 3 clusters Score -595957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -595957.187500 Penalty: 4479.125977
	Iteration 53F: 3 clusters Score -595957.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Entering Unmasked Estep 
Score: -1055533.000000 Penalty: 2351.074463
	Iteration 0F: 2 clusters Score -1055533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1045873.937500 Penalty: 4702.148926
	Iteration 0F: 3 clusters Score -1045874 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1048884.500000 Penalty: 4702.148926
	Iteration 1F: 3 clusters Score -1048884 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1049196.250000 Penalty: 4702.148926
	Iteration 2F: 3 clusters Score -1049196 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1049422.000000 Penalty: 4702.148926
	Iteration 3Q: 3 clusters Score -1049422 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1049590.125000 Penalty: 4702.148926
	Iteration 4Q: 3 clusters Score -1049590 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1049758.000000 Penalty: 4702.148926
	Iteration 5Q: 3 clusters Score -1049758 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1049914.750000 Penalty: 4702.148926
	Iteration 6Q: 3 clusters Score -1049915 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1050088.875000 Penalty: 4702.148926
	Iteration 7Q: 3 clusters Score -1050089 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1050263.750000 Penalty: 4702.148926
	Iteration 8Q: 3 clusters Score -1050264 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1050457.500000 Penalty: 4702.148926
	Iteration 9Q: 3 clusters Score -1050458 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1050697.375000 Penalty: 4702.148926
	Iteration 10Q: 3 clusters Score -1050697 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1051044.500000 Penalty: 4702.148926
	Iteration 11Q: 3 clusters Score -1051044 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1051476.500000 Penalty: 4702.148926
	Iteration 12Q: 3 clusters Score -1051476 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1051966.750000 Penalty: 4702.148926
	Iteration 13F: 3 clusters Score -1051967 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1052398.375000 Penalty: 4702.148926
	Iteration 14Q: 3 clusters Score -1052398 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1052759.250000 Penalty: 4702.148926
	Iteration 15Q: 3 clusters Score -1052759 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1052986.000000 Penalty: 4702.148926
	Iteration 16Q: 3 clusters Score -1052986 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1053139.500000 Penalty: 4702.148926
	Iteration 17Q: 3 clusters Score -1053140 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1053258.375000 Penalty: 4702.148926
	Iteration 18Q: 3 clusters Score -1053258 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1053330.000000 Penalty: 4702.148926
	Iteration 19Q: 3 clusters Score -1053330 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1053384.375000 Penalty: 4702.148926
	Iteration 20F: 3 clusters Score -1053384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1053415.625000 Penalty: 4702.148926
	Iteration 21Q: 3 clusters Score -1053416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1053443.375000 Penalty: 4702.148926
	Iteration 22Q: 3 clusters Score -1053443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1053463.625000 Penalty: 4702.148926
	Iteration 23Q: 3 clusters Score -1053464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1053484.625000 Penalty: 4702.148926
	Iteration 24Q: 3 clusters Score -1053485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1053500.125000 Penalty: 4702.148926
	Iteration 25Q: 3 clusters Score -1053500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1053518.500000 Penalty: 4702.148926
	Iteration 26Q: 3 clusters Score -1053518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1053529.750000 Penalty: 4702.148926
	Iteration 27Q: 3 clusters Score -1053530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1053538.125000 Penalty: 4702.148926
	Iteration 28Q: 3 clusters Score -1053538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1053551.750000 Penalty: 4702.148926
	Iteration 29Q: 3 clusters Score -1053552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1053558.625000 Penalty: 4702.148926
	Iteration 30Q: 3 clusters Score -1053559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1053567.375000 Penalty: 4702.148926
	Iteration 31Q: 3 clusters Score -1053567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1053573.125000 Penalty: 4702.148926
	Iteration 32Q: 3 clusters Score -1053573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1053579.250000 Penalty: 4702.148926
	Iteration 33Q: 3 clusters Score -1053579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1053584.125000 Penalty: 4702.148926
	Iteration 34Q: 3 clusters Score -1053584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1053590.250000 Penalty: 4702.148926
	Iteration 35Q: 3 clusters Score -1053590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1053595.625000 Penalty: 4702.148926
	Iteration 36Q: 3 clusters Score -1053596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1053596.625000 Penalty: 4702.148926
	Iteration 37Q: 3 clusters Score -1053597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1053601.500000 Penalty: 4702.148926
	Iteration 38Q: 3 clusters Score -1053602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1053605.625000 Penalty: 4702.148926
	Iteration 39Q: 3 clusters Score -1053606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1053612.000000 Penalty: 4702.148926
	Iteration 40F: 3 clusters Score -1053612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1053615.875000 Penalty: 4702.148926
	Iteration 41Q: 3 clusters Score -1053616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1053619.875000 Penalty: 4702.148926
	Iteration 42Q: 3 clusters Score -1053620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1053622.375000 Penalty: 4702.148926
	Iteration 43Q: 3 clusters Score -1053622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1053626.125000 Penalty: 4702.148926
	Iteration 44Q: 3 clusters Score -1053626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1053628.250000 Penalty: 4702.148926
	Iteration 45Q: 3 clusters Score -1053628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1053630.125000 Penalty: 4702.148926
	Iteration 46Q: 3 clusters Score -1053630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1053633.125000 Penalty: 4702.148926
	Iteration 47Q: 3 clusters Score -1053633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1053636.875000 Penalty: 4702.148926
	Iteration 48Q: 3 clusters Score -1053637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1053636.500000 Penalty: 4702.148926
	Iteration 49Q: 3 clusters Score -1053636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1053635.875000 Penalty: 4702.148926
	Iteration 50Q: 3 clusters Score -1053636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1053635.875000 Penalty: 4702.148926
	Iteration 51F: 3 clusters Score -1053636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (19463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Entering Unmasked Estep 
Score: -1572111.625000 Penalty: 2449.314941
	Iteration 0F: 2 clusters Score -1572112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1558365.500000 Penalty: 4898.629883
	Iteration 0F: 3 clusters Score -1558366 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1562876.375000 Penalty: 4898.629883
	Iteration 1F: 3 clusters Score -1562876 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1563284.625000 Penalty: 4898.629883
	Iteration 2F: 3 clusters Score -1563285 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1563658.625000 Penalty: 4898.629883
	Iteration 3Q: 3 clusters Score -1563659 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1564004.000000 Penalty: 4898.629883
	Iteration 4Q: 3 clusters Score -1564004 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1564372.000000 Penalty: 4898.629883
	Iteration 5Q: 3 clusters Score -1564372 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1564725.875000 Penalty: 4898.629883
	Iteration 6Q: 3 clusters Score -1564726 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1565137.250000 Penalty: 4898.629883
	Iteration 7Q: 3 clusters Score -1565137 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1565622.250000 Penalty: 4898.629883
	Iteration 8Q: 3 clusters Score -1565622 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1566163.250000 Penalty: 4898.629883
	Iteration 9Q: 3 clusters Score -1566163 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1566772.625000 Penalty: 4898.629883
	Iteration 10Q: 3 clusters Score -1566773 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1567364.500000 Penalty: 4898.629883
	Iteration 11Q: 3 clusters Score -1567364 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1567983.000000 Penalty: 4898.629883
	Iteration 12Q: 3 clusters Score -1567983 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1568567.000000 Penalty: 4898.629883
	Iteration 13Q: 3 clusters Score -1568567 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1569024.000000 Penalty: 4898.629883
	Iteration 14Q: 3 clusters Score -1569024 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1569331.125000 Penalty: 4898.629883
	Iteration 15Q: 3 clusters Score -1569331 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1569538.750000 Penalty: 4898.629883
	Iteration 16Q: 3 clusters Score -1569539 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1569680.875000 Penalty: 4898.629883
	Iteration 17Q: 3 clusters Score -1569681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1569779.500000 Penalty: 4898.629883
	Iteration 18Q: 3 clusters Score -1569780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1569823.875000 Penalty: 4898.629883
	Iteration 19Q: 3 clusters Score -1569824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1569850.625000 Penalty: 4898.629883
	Iteration 20F: 3 clusters Score -1569851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1569873.250000 Penalty: 4898.629883
	Iteration 21Q: 3 clusters Score -1569873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -1569900.375000 Penalty: 4898.629883
	Iteration 22Q: 3 clusters Score -1569900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1569917.375000 Penalty: 4898.629883
	Iteration 23Q: 3 clusters Score -1569917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1569937.750000 Penalty: 4898.629883
	Iteration 24Q: 3 clusters Score -1569938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1569960.750000 Penalty: 4898.629883
	Iteration 25Q: 3 clusters Score -1569961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -1569973.500000 Penalty: 4898.629883
	Iteration 26Q: 3 clusters Score -1569974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1569984.125000 Penalty: 4898.629883
	Iteration 27Q: 3 clusters Score -1569984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1569991.500000 Penalty: 4898.629883
	Iteration 28Q: 3 clusters Score -1569992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1569994.250000 Penalty: 4898.629883
	Iteration 29Q: 3 clusters Score -1569994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1569994.250000 Penalty: 4898.629883
	Iteration 30F: 3 clusters Score -1569994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -111850.695312 Penalty: 1772.984619
	Iteration 0F: 2 clusters Score -111850.7 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 656 members 
Entering Unmasked Estep 
Score: -109760.593750 Penalty: 3545.969238
	Iteration 0F: 3 clusters Score -109760.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110234.789062 Penalty: 3545.969238
	Iteration 1F: 3 clusters Score -110234.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -110480.882812 Penalty: 3545.969238
	Iteration 2F: 3 clusters Score -110480.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110813.398438 Penalty: 3545.969238
	Iteration 3F: 3 clusters Score -110813.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -111277.640625 Penalty: 3545.969238
	Iteration 4F: 3 clusters Score -111277.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -111545.804688 Penalty: 3545.969238
	Iteration 5F: 3 clusters Score -111545.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111671.843750 Penalty: 3545.969238
	Iteration 6F: 3 clusters Score -111671.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111747.359375 Penalty: 3545.969238
	Iteration 7Q: 3 clusters Score -111747.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111786.757812 Penalty: 3545.969238
	Iteration 8Q: 3 clusters Score -111786.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111817.695312 Penalty: 3545.969238
	Iteration 9Q: 3 clusters Score -111817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111833.734375 Penalty: 3545.969238
	Iteration 10Q: 3 clusters Score -111833.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111864.296875 Penalty: 3545.969238
	Iteration 11Q: 3 clusters Score -111864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111885.710938 Penalty: 3545.969238
	Iteration 12Q: 3 clusters Score -111885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111919.546875 Penalty: 3545.969238
	Iteration 13Q: 3 clusters Score -111919.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111955.578125 Penalty: 3545.969238
	Iteration 14Q: 3 clusters Score -111955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111976.757812 Penalty: 3545.969238
	Iteration 15Q: 3 clusters Score -111976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112011.390625 Penalty: 3545.969238
	Iteration 16Q: 3 clusters Score -112011.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112046.046875 Penalty: 3545.969238
	Iteration 17Q: 3 clusters Score -112046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112077.476562 Penalty: 3545.969238
	Iteration 18Q: 3 clusters Score -112077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112125.289062 Penalty: 3545.969238
	Iteration 19Q: 3 clusters Score -112125.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112202.070312 Penalty: 3545.969238
	Iteration 20F: 3 clusters Score -112202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112230.031250 Penalty: 3545.969238
	Iteration 21Q: 3 clusters Score -112230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112243.671875 Penalty: 3545.969238
	Iteration 22Q: 3 clusters Score -112243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112255.523438 Penalty: 3545.969238
	Iteration 23Q: 3 clusters Score -112255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112256.250000 Penalty: 3545.969238
	Iteration 24Q: 3 clusters Score -112256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112256.250000 Penalty: 3545.969238
	Iteration 25F: 3 clusters Score -112256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 932 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 4996 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 341 members 
Entering Unmasked Estep 
Score: -150788048.000000 Penalty: 242702.312500
Splitting cluster 54 changes total score from -150789328.000000 to -150788048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (9315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Entering Unmasked Estep 
Score: -962836.625000 Penalty: 2266.566650
	Iteration 0F: 2 clusters Score -962836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -955687.062500 Penalty: 4533.133301
	Iteration 0F: 3 clusters Score -955687.1 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -957632.562500 Penalty: 4533.133301
	Iteration 1F: 3 clusters Score -957632.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -957980.125000 Penalty: 4533.133301
	Iteration 2F: 3 clusters Score -957980.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -958212.250000 Penalty: 4533.133301
	Iteration 3F: 3 clusters Score -958212.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -958381.375000 Penalty: 4533.133301
	Iteration 4Q: 3 clusters Score -958381.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -958522.000000 Penalty: 4533.133301
	Iteration 5Q: 3 clusters Score -958522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -958636.000000 Penalty: 4533.133301
	Iteration 6Q: 3 clusters Score -958636 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -958738.437500 Penalty: 4533.133301
	Iteration 7Q: 3 clusters Score -958738.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -958864.687500 Penalty: 4533.133301
	Iteration 8Q: 3 clusters Score -958864.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -959011.937500 Penalty: 4533.133301
	Iteration 9Q: 3 clusters Score -959011.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -959188.312500 Penalty: 4533.133301
	Iteration 10Q: 3 clusters Score -959188.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -959398.000000 Penalty: 4533.133301
	Iteration 11Q: 3 clusters Score -959398 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -959632.000000 Penalty: 4533.133301
	Iteration 12Q: 3 clusters Score -959632 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -959870.750000 Penalty: 4533.133301
	Iteration 13Q: 3 clusters Score -959870.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -960104.625000 Penalty: 4533.133301
	Iteration 14Q: 3 clusters Score -960104.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -960299.875000 Penalty: 4533.133301
	Iteration 15Q: 3 clusters Score -960299.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -960458.750000 Penalty: 4533.133301
	Iteration 16Q: 3 clusters Score -960458.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -960597.187500 Penalty: 4533.133301
	Iteration 17Q: 3 clusters Score -960597.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -960712.312500 Penalty: 4533.133301
	Iteration 18Q: 3 clusters Score -960712.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -960802.687500 Penalty: 4533.133301
	Iteration 19Q: 3 clusters Score -960802.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -960858.125000 Penalty: 4533.133301
	Iteration 20F: 3 clusters Score -960858.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -960903.500000 Penalty: 4533.133301
	Iteration 21Q: 3 clusters Score -960903.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -960929.375000 Penalty: 4533.133301
	Iteration 22Q: 3 clusters Score -960929.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -960970.062500 Penalty: 4533.133301
	Iteration 23Q: 3 clusters Score -960970.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -960996.250000 Penalty: 4533.133301
	Iteration 24Q: 3 clusters Score -960996.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -961018.687500 Penalty: 4533.133301
	Iteration 25Q: 3 clusters Score -961018.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -961034.125000 Penalty: 4533.133301
	Iteration 26Q: 3 clusters Score -961034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -961050.875000 Penalty: 4533.133301
	Iteration 27Q: 3 clusters Score -961050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -961072.812500 Penalty: 4533.133301
	Iteration 28Q: 3 clusters Score -961072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -961092.187500 Penalty: 4533.133301
	Iteration 29Q: 3 clusters Score -961092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -961112.437500 Penalty: 4533.133301
	Iteration 30Q: 3 clusters Score -961112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -961122.437500 Penalty: 4533.133301
	Iteration 31Q: 3 clusters Score -961122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -961132.750000 Penalty: 4533.133301
	Iteration 32Q: 3 clusters Score -961132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -961141.875000 Penalty: 4533.133301
	Iteration 33Q: 3 clusters Score -961141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -961149.437500 Penalty: 4533.133301
	Iteration 34Q: 3 clusters Score -961149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -961159.437500 Penalty: 4533.133301
	Iteration 35Q: 3 clusters Score -961159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -961163.000000 Penalty: 4533.133301
	Iteration 36Q: 3 clusters Score -961163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -961163.187500 Penalty: 4533.133301
	Iteration 37Q: 3 clusters Score -961163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -961164.812500 Penalty: 4533.133301
	Iteration 38F: 3 clusters Score -961164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -961177.375000 Penalty: 4533.133301
	Iteration 39Q: 3 clusters Score -961177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -961186.250000 Penalty: 4533.133301
	Iteration 40F: 3 clusters Score -961186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -961189.937500 Penalty: 4533.133301
	Iteration 41Q: 3 clusters Score -961189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -961189.937500 Penalty: 4533.133301
	Iteration 42F: 3 clusters Score -961189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Entering Unmasked Estep 
Score: -551699.562500 Penalty: 2127.508789
	Iteration 0F: 2 clusters Score -551699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -546978.937500 Penalty: 4255.017578
	Iteration 0F: 3 clusters Score -546978.9 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -548052.750000 Penalty: 4255.017578
	Iteration 1F: 3 clusters Score -548052.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -548222.937500 Penalty: 4255.017578
	Iteration 2F: 3 clusters Score -548222.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -548335.812500 Penalty: 4255.017578
	Iteration 3Q: 3 clusters Score -548335.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -548408.562500 Penalty: 4255.017578
	Iteration 4Q: 3 clusters Score -548408.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -548479.187500 Penalty: 4255.017578
	Iteration 5Q: 3 clusters Score -548479.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -548537.437500 Penalty: 4255.017578
	Iteration 6Q: 3 clusters Score -548537.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -548585.562500 Penalty: 4255.017578
	Iteration 7Q: 3 clusters Score -548585.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -548620.312500 Penalty: 4255.017578
	Iteration 8Q: 3 clusters Score -548620.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -548643.000000 Penalty: 4255.017578
	Iteration 9Q: 3 clusters Score -548643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -548667.687500 Penalty: 4255.017578
	Iteration 10Q: 3 clusters Score -548667.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -548689.375000 Penalty: 4255.017578
	Iteration 11Q: 3 clusters Score -548689.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -548704.375000 Penalty: 4255.017578
	Iteration 12Q: 3 clusters Score -548704.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -548716.750000 Penalty: 4255.017578
	Iteration 13Q: 3 clusters Score -548716.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -548728.750000 Penalty: 4255.017578
	Iteration 14Q: 3 clusters Score -548728.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -548743.187500 Penalty: 4255.017578
	Iteration 15Q: 3 clusters Score -548743.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -548754.437500 Penalty: 4255.017578
	Iteration 16Q: 3 clusters Score -548754.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -548763.437500 Penalty: 4255.017578
	Iteration 17Q: 3 clusters Score -548763.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -548773.000000 Penalty: 4255.017578
	Iteration 18Q: 3 clusters Score -548773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -548778.875000 Penalty: 4255.017578
	Iteration 19Q: 3 clusters Score -548778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -548785.875000 Penalty: 4255.017578
	Iteration 20F: 3 clusters Score -548785.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -548791.000000 Penalty: 4255.017578
	Iteration 21Q: 3 clusters Score -548791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -548800.187500 Penalty: 4255.017578
	Iteration 22Q: 3 clusters Score -548800.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -548808.437500 Penalty: 4255.017578
	Iteration 23Q: 3 clusters Score -548808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -548815.562500 Penalty: 4255.017578
	Iteration 24Q: 3 clusters Score -548815.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -548822.125000 Penalty: 4255.017578
	Iteration 25Q: 3 clusters Score -548822.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -548827.687500 Penalty: 4255.017578
	Iteration 26Q: 3 clusters Score -548827.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -548830.562500 Penalty: 4255.017578
	Iteration 27Q: 3 clusters Score -548830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -548834.000000 Penalty: 4255.017578
	Iteration 28Q: 3 clusters Score -548834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -548837.562500 Penalty: 4255.017578
	Iteration 29Q: 3 clusters Score -548837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -548841.375000 Penalty: 4255.017578
	Iteration 30Q: 3 clusters Score -548841.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -548846.250000 Penalty: 4255.017578
	Iteration 31Q: 3 clusters Score -548846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -548847.187500 Penalty: 4255.017578
	Iteration 32Q: 3 clusters Score -548847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -548848.125000 Penalty: 4255.017578
	Iteration 33Q: 3 clusters Score -548848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -548849.937500 Penalty: 4255.017578
	Iteration 34Q: 3 clusters Score -548849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -548849.187500 Penalty: 4255.017578
	Iteration 35Q: 3 clusters Score -548849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -548850.687500 Penalty: 4255.017578
	Iteration 36Q: 3 clusters Score -548850.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -548851.875000 Penalty: 4255.017578
	Iteration 37Q: 3 clusters Score -548851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -548854.062500 Penalty: 4255.017578
	Iteration 38Q: 3 clusters Score -548854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -548856.625000 Penalty: 4255.017578
	Iteration 39Q: 3 clusters Score -548856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -548857.125000 Penalty: 4255.017578
	Iteration 40F: 3 clusters Score -548857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -548859.000000 Penalty: 4255.017578
	Iteration 41Q: 3 clusters Score -548859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -548858.375000 Penalty: 4255.017578
	Iteration 42Q: 3 clusters Score -548858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -548861.500000 Penalty: 4255.017578
	Iteration 43Q: 3 clusters Score -548861.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -548865.000000 Penalty: 4255.017578
	Iteration 44Q: 3 clusters Score -548865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -548866.062500 Penalty: 4255.017578
	Iteration 45Q: 3 clusters Score -548866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -548867.375000 Penalty: 4255.017578
	Iteration 46Q: 3 clusters Score -548867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -548868.687500 Penalty: 4255.017578
	Iteration 47Q: 3 clusters Score -548868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -548870.000000 Penalty: 4255.017578
	Iteration 48Q: 3 clusters Score -548870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -548871.937500 Penalty: 4255.017578
	Iteration 49Q: 3 clusters Score -548871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -548872.187500 Penalty: 4255.017578
	Iteration 50Q: 3 clusters Score -548872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -548873.562500 Penalty: 4255.017578
	Iteration 51Q: 3 clusters Score -548873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -548875.312500 Penalty: 4255.017578
	Iteration 52Q: 3 clusters Score -548875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -548878.812500 Penalty: 4255.017578
	Iteration 53Q: 3 clusters Score -548878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -548878.375000 Penalty: 4255.017578
	Iteration 54Q: 3 clusters Score -548878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -548881.187500 Penalty: 4255.017578
	Iteration 55Q: 3 clusters Score -548881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -548883.812500 Penalty: 4255.017578
	Iteration 56Q: 3 clusters Score -548883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -548885.750000 Penalty: 4255.017578
	Iteration 57Q: 3 clusters Score -548885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -548887.187500 Penalty: 4255.017578
	Iteration 58Q: 3 clusters Score -548887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -548891.937500 Penalty: 4255.017578
	Iteration 59Q: 3 clusters Score -548891.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -548894.187500 Penalty: 4255.017578
	Iteration 60F: 3 clusters Score -548894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -548898.062500 Penalty: 4255.017578
	Iteration 61Q: 3 clusters Score -548898.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -548904.750000 Penalty: 4255.017578
	Iteration 62Q: 3 clusters Score -548904.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -548906.687500 Penalty: 4255.017578
	Iteration 63Q: 3 clusters Score -548906.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -548913.062500 Penalty: 4255.017578
	Iteration 64Q: 3 clusters Score -548913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -548918.125000 Penalty: 4255.017578
	Iteration 65Q: 3 clusters Score -548918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -548921.000000 Penalty: 4255.017578
	Iteration 66Q: 3 clusters Score -548921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -548924.562500 Penalty: 4255.017578
	Iteration 67Q: 3 clusters Score -548924.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -548929.187500 Penalty: 4255.017578
	Iteration 68Q: 3 clusters Score -548929.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -548932.812500 Penalty: 4255.017578
	Iteration 69Q: 3 clusters Score -548932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -548938.437500 Penalty: 4255.017578
	Iteration 70Q: 3 clusters Score -548938.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -548944.062500 Penalty: 4255.017578
	Iteration 71Q: 3 clusters Score -548944.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -548950.375000 Penalty: 4255.017578
	Iteration 72Q: 3 clusters Score -548950.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -548954.875000 Penalty: 4255.017578
	Iteration 73Q: 3 clusters Score -548954.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -548964.000000 Penalty: 4255.017578
	Iteration 74Q: 3 clusters Score -548964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -548972.875000 Penalty: 4255.017578
	Iteration 75Q: 3 clusters Score -548972.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -548981.687500 Penalty: 4255.017578
	Iteration 76Q: 3 clusters Score -548981.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -548992.125000 Penalty: 4255.017578
	Iteration 77Q: 3 clusters Score -548992.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -548999.437500 Penalty: 4255.017578
	Iteration 78Q: 3 clusters Score -548999.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -549009.750000 Penalty: 4255.017578
	Iteration 79Q: 3 clusters Score -549009.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -549020.500000 Penalty: 4255.017578
	Iteration 80F: 3 clusters Score -549020.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -549028.312500 Penalty: 4255.017578
	Iteration 81Q: 3 clusters Score -549028.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -549040.000000 Penalty: 4255.017578
	Iteration 82Q: 3 clusters Score -549040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -549052.187500 Penalty: 4255.017578
	Iteration 83Q: 3 clusters Score -549052.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -549071.062500 Penalty: 4255.017578
	Iteration 84Q: 3 clusters Score -549071.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -549088.500000 Penalty: 4255.017578
	Iteration 85Q: 3 clusters Score -549088.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -549107.937500 Penalty: 4255.017578
	Iteration 86Q: 3 clusters Score -549107.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -549128.375000 Penalty: 4255.017578
	Iteration 87Q: 3 clusters Score -549128.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -549149.625000 Penalty: 4255.017578
	Iteration 88Q: 3 clusters Score -549149.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -549170.437500 Penalty: 4255.017578
	Iteration 89Q: 3 clusters Score -549170.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -549195.687500 Penalty: 4255.017578
	Iteration 90Q: 3 clusters Score -549195.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -549229.750000 Penalty: 4255.017578
	Iteration 91Q: 3 clusters Score -549229.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -549274.625000 Penalty: 4255.017578
	Iteration 92Q: 3 clusters Score -549274.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -549328.187500 Penalty: 4255.017578
	Iteration 93Q: 3 clusters Score -549328.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -549386.562500 Penalty: 4255.017578
	Iteration 94Q: 3 clusters Score -549386.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -549440.062500 Penalty: 4255.017578
	Iteration 95Q: 3 clusters Score -549440.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -549496.437500 Penalty: 4255.017578
	Iteration 96Q: 3 clusters Score -549496.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -549547.187500 Penalty: 4255.017578
	Iteration 97Q: 3 clusters Score -549547.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -549598.937500 Penalty: 4255.017578
	Iteration 98Q: 3 clusters Score -549598.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -549640.937500 Penalty: 4255.017578
	Iteration 99Q: 3 clusters Score -549640.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -549679.875000 Penalty: 4255.017578
	Iteration 100F: 3 clusters Score -549679.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -549703.187500 Penalty: 4255.017578
	Iteration 101Q: 3 clusters Score -549703.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -549722.687500 Penalty: 4255.017578
	Iteration 102Q: 3 clusters Score -549722.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -549733.750000 Penalty: 4255.017578
	Iteration 103Q: 3 clusters Score -549733.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -549744.562500 Penalty: 4255.017578
	Iteration 104Q: 3 clusters Score -549744.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -549755.312500 Penalty: 4255.017578
	Iteration 105Q: 3 clusters Score -549755.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -549767.500000 Penalty: 4255.017578
	Iteration 106Q: 3 clusters Score -549767.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -549775.750000 Penalty: 4255.017578
	Iteration 107Q: 3 clusters Score -549775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -549787.687500 Penalty: 4255.017578
	Iteration 108Q: 3 clusters Score -549787.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -549800.312500 Penalty: 4255.017578
	Iteration 109Q: 3 clusters Score -549800.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -549808.750000 Penalty: 4255.017578
	Iteration 110Q: 3 clusters Score -549808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -549818.125000 Penalty: 4255.017578
	Iteration 111Q: 3 clusters Score -549818.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -549829.000000 Penalty: 4255.017578
	Iteration 112Q: 3 clusters Score -549829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -549840.000000 Penalty: 4255.017578
	Iteration 113Q: 3 clusters Score -549840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -549844.062500 Penalty: 4255.017578
	Iteration 114Q: 3 clusters Score -549844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -549850.812500 Penalty: 4255.017578
	Iteration 115Q: 3 clusters Score -549850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -549855.875000 Penalty: 4255.017578
	Iteration 116Q: 3 clusters Score -549855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -549859.625000 Penalty: 4255.017578
	Iteration 117Q: 3 clusters Score -549859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -549861.812500 Penalty: 4255.017578
	Iteration 118Q: 3 clusters Score -549861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -549863.687500 Penalty: 4255.017578
	Iteration 119Q: 3 clusters Score -549863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -549866.000000 Penalty: 4255.017578
	Iteration 120F: 3 clusters Score -549866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -549869.750000 Penalty: 4255.017578
	Iteration 121Q: 3 clusters Score -549869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -549869.750000 Penalty: 4255.017578
	Iteration 122F: 3 clusters Score -549869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -226231.046875 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -226231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -223257.828125 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -223257.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -223963.390625 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -223963.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -224172.500000 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -224172.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -224318.375000 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -224318.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224495.546875 Penalty: 3900.371094
	Iteration 4F: 3 clusters Score -224495.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -224719.875000 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -224719.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -225000.390625 Penalty: 3900.371094
	Iteration 6F: 3 clusters Score -225000.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -225291.046875 Penalty: 3900.371094
	Iteration 7F: 3 clusters Score -225291 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225469.656250 Penalty: 3900.371094
	Iteration 8F: 3 clusters Score -225469.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -225572.921875 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -225572.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -225635.281250 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -225635.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -225665.421875 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -225665.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -225686.625000 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -225686.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -225705.875000 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -225705.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -225722.515625 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -225722.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -225730.765625 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -225730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -225737.640625 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -225737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -225744.156250 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -225744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -225747.453125 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -225747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -225754.296875 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -225754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -225756.968750 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -225757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -225758.015625 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -225758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -225758.906250 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -225758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -225759.562500 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -225759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -225760.031250 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -225760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -225761.578125 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -225761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -225761.265625 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -225761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -225761.265625 Penalty: 3900.371094
	Iteration 27F: 3 clusters Score -225761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -414634.718750 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -414634.7 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 2220 members 
Entering Unmasked Estep 
Score: -410514.031250 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -410514 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -411473.156250 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -411473.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -411701.343750 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -411701.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -411855.875000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -411855.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -412017.093750 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -412017.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -412244.500000 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -412244.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -412544.781250 Penalty: 4160.219727
	Iteration 6F: 3 clusters Score -412544.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -412971.187500 Penalty: 4160.219727
	Iteration 7F: 3 clusters Score -412971.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -413394.500000 Penalty: 4160.219727
	Iteration 8F: 3 clusters Score -413394.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -413692.718750 Penalty: 4160.219727
	Iteration 9F: 3 clusters Score -413692.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -413848.718750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -413848.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -413931.093750 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -413931.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -413970.437500 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -413970.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -413992.093750 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -413992.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -414006.031250 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -414006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -414021.906250 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -414021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -414031.562500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -414031.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -414037.281250 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -414037.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -414040.781250 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -414040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -414044.718750 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -414044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -414046.968750 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -414047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -414049.312500 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -414049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -414051.156250 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -414051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -414051.812500 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -414051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -414051.812500 Penalty: 4160.219727
	Iteration 24F: 3 clusters Score -414051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -359675.968750 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -359676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -355215.375000 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -355215.4 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -356309.062500 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -356309.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -356646.656250 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -356646.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -356933.812500 Penalty: 4224.130859
	Iteration 3F: 3 clusters Score -356933.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -357346.343750 Penalty: 4224.130859
	Iteration 4F: 3 clusters Score -357346.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -357875.906250 Penalty: 4224.130859
	Iteration 5F: 3 clusters Score -357875.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -358569.531250 Penalty: 4224.130859
	Iteration 6F: 3 clusters Score -358569.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -359361.531250 Penalty: 4224.130859
	Iteration 7F: 3 clusters Score -359361.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -360279.187500 Penalty: 4224.130859
	Iteration 8F: 3 clusters Score -360279.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -361018.687500 Penalty: 4224.130859
	Iteration 9F: 3 clusters Score -361018.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -361382.875000 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -361382.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -361544.031250 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -361544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -361600.281250 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -361600.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -361639.343750 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -361639.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -361662.500000 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -361662.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -361681.437500 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -361681.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -361696.468750 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -361696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -361706.437500 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -361706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -361712.187500 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -361712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -361713.375000 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -361713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -361715.218750 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -361715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -361715.093750 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -361715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -361716.781250 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -361716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -361716.937500 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -361716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -361716.937500 Penalty: 4224.130859
	Iteration 24F: 3 clusters Score -361716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 2828 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 2168 members 
Entering Unmasked Estep 
Score: -150789872.000000 Penalty: 242702.312500
Splitting cluster 59 changes total score from -150789328.000000 to -150789872.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 60 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -536421.875000 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -536421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -531488.000000 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -531488 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -532790.125000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -532790.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -533050.562500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -533050.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -533237.937500 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -533237.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -533378.375000 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -533378.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -533473.875000 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -533473.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -533558.875000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -533558.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -533642.000000 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -533642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -533736.250000 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -533736.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -533854.750000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -533854.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -534014.312500 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -534014.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -534220.500000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -534220.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -534432.312500 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -534432.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -534640.875000 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -534640.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -534850.000000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -534850 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -535048.375000 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -535048.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -535196.437500 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -535196.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -535321.125000 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -535321.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -535432.687500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -535432.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -535499.750000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -535499.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -535534.687500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -535534.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -535548.437500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -535548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -535552.375000 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -535552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -535556.437500 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -535556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -535559.000000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -535559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -535563.500000 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -535563.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -535566.937500 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -535566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -535568.812500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -535568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -535569.937500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -535569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -535572.625000 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -535572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -535575.562500 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -535575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -535579.062500 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -535579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -535580.875000 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -535580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -535582.000000 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -535582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -535583.125000 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -535583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -535582.375000 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -535582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -535582.375000 Penalty: 4286.200195
	Iteration 36F: 3 clusters Score -535582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -544927.125000 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -544927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -538936.250000 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -538936.2 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -540673.375000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -540673.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -541209.125000 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -541209.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -541784.687500 Penalty: 4412.979492
	Iteration 3F: 3 clusters Score -541784.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -542256.875000 Penalty: 4412.979492
	Iteration 4F: 3 clusters Score -542256.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -542614.000000 Penalty: 4412.979492
	Iteration 5F: 3 clusters Score -542614 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -542910.187500 Penalty: 4412.979492
	Iteration 6F: 3 clusters Score -542910.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -543102.937500 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -543102.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -543243.125000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -543243.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -543359.437500 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -543359.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -543456.437500 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -543456.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -543549.000000 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -543549 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -543619.562500 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -543619.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -543687.625000 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -543687.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -543739.125000 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -543739.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -543779.187500 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -543779.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -543810.937500 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -543810.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -543843.687500 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -543843.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -543874.625000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -543874.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -543891.000000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -543891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -543908.000000 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -543908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -543919.500000 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -543919.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -543931.687500 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -543931.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -543940.562500 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -543940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -543948.250000 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -543948.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -543953.437500 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -543953.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -543960.437500 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -543960.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -543970.562500 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -543970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -543976.687500 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -543976.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -543982.750000 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -543982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -543986.625000 Penalty: 4412.979492
	Iteration 30Q: 3 clusters Score -543986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -543987.625000 Penalty: 4412.979492
	Iteration 31Q: 3 clusters Score -543987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -543993.500000 Penalty: 4412.979492
	Iteration 32Q: 3 clusters Score -543993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -543998.000000 Penalty: 4412.979492
	Iteration 33Q: 3 clusters Score -543998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -544001.500000 Penalty: 4412.979492
	Iteration 34Q: 3 clusters Score -544001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -544003.875000 Penalty: 4412.979492
	Iteration 35Q: 3 clusters Score -544003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -544007.625000 Penalty: 4412.979492
	Iteration 36Q: 3 clusters Score -544007.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -544011.937500 Penalty: 4412.979492
	Iteration 37Q: 3 clusters Score -544011.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -544012.375000 Penalty: 4412.979492
	Iteration 38Q: 3 clusters Score -544012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -544014.937500 Penalty: 4412.979492
	Iteration 39Q: 3 clusters Score -544014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -544016.312500 Penalty: 4412.979492
	Iteration 40F: 3 clusters Score -544016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -544016.562500 Penalty: 4412.979492
	Iteration 41Q: 3 clusters Score -544016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -544018.312500 Penalty: 4412.979492
	Iteration 42Q: 3 clusters Score -544018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -544017.437500 Penalty: 4412.979492
	Iteration 43Q: 3 clusters Score -544017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -544017.437500 Penalty: 4412.979492
	Iteration 44F: 3 clusters Score -544017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -211722.250000 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -211722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -208604.109375 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -208604.1 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -209216.765625 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -209216.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -209380.921875 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -209380.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -209489.734375 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -209489.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -209572.031250 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -209572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -209623.625000 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -209623.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -209672.187500 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -209672.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -209719.109375 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -209719.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -209763.671875 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -209763.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -209793.812500 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -209793.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -209820.812500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -209820.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -209845.687500 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -209845.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -209861.687500 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -209861.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -209872.359375 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -209872.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -209882.453125 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -209882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -209891.875000 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -209891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -209897.656250 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -209897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -209903.328125 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -209903.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -209912.375000 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -209912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -209921.593750 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -209921.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -209929.765625 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -209929.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -209941.984375 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -209942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -209949.484375 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -209949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -209958.796875 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -209958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -209968.187500 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -209968.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -209981.406250 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -209981.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -209993.468750 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -209993.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -210005.484375 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -210005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -210011.156250 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -210011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -210015.562500 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -210015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -210021.765625 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -210021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -210024.671875 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -210024.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -210027.187500 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -210027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -210028.187500 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -210028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -210028.890625 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -210028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -210029.671875 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -210029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -210029.671875 Penalty: 3925.287842
	Iteration 36F: 3 clusters Score -210029.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -73824.664062 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -73824.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71764.015625 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -71764.02 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -72301.070312 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -72301.07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -72533.140625 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -72533.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -72690.296875 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -72690.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -72882.757812 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -72882.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73030.476562 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -73030.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73120.718750 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -73120.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73184.695312 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -73184.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -73217.179688 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -73217.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73238.882812 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -73238.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73251.390625 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -73251.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73257.867188 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -73257.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73264.734375 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -73264.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73267.367188 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -73267.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73268.726562 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -73268.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73269.585938 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -73269.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -73269.585938 Penalty: 3543.625977
	Iteration 16F: 3 clusters Score -73269.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -185831.062500 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -185831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -182961.671875 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -182961.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -183470.062500 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -183470.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -183596.343750 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -183596.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -183675.859375 Penalty: 3845.158203
	Iteration 3Q: 3 clusters Score -183675.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -183731.984375 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -183732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183768.875000 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -183768.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -183799.421875 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -183799.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -183831.156250 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -183831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183849.703125 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -183849.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -183866.093750 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -183866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -183875.171875 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -183875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183886.203125 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -183886.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183899.140625 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -183899.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -183911.390625 Penalty: 3845.158203
	Iteration 13Q: 3 clusters Score -183911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183918.656250 Penalty: 3845.158203
	Iteration 14Q: 3 clusters Score -183918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -183924.906250 Penalty: 3845.158203
	Iteration 15Q: 3 clusters Score -183924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -183930.078125 Penalty: 3845.158203
	Iteration 16Q: 3 clusters Score -183930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183935.687500 Penalty: 3845.158203
	Iteration 17Q: 3 clusters Score -183935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183938.156250 Penalty: 3845.158203
	Iteration 18Q: 3 clusters Score -183938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183940.343750 Penalty: 3845.158203
	Iteration 19Q: 3 clusters Score -183940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -183940.343750 Penalty: 3845.158203
	Iteration 20F: 3 clusters Score -183940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -365511.281250 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -365511.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -361667.062500 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -361667.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -362572.781250 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -362572.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -362786.156250 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -362786.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -362898.781250 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -362898.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -362972.937500 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -362972.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -363034.687500 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -363034.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -363088.156250 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -363088.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -363126.281250 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -363126.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -363156.343750 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -363156.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -363177.500000 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -363177.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -363198.812500 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -363198.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -363216.437500 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -363216.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -363237.281250 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -363237.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -363255.187500 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -363255.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -363271.843750 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -363271.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -363281.968750 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -363282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -363288.031250 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -363288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -363291.937500 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -363291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -363294.593750 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -363294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -363298.812500 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -363298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -363303.156250 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -363303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -363307.906250 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -363307.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -363314.000000 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -363314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -363320.843750 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -363320.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -363326.250000 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -363326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -363329.875000 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -363329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -363332.750000 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -363332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -363335.187500 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -363335.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -363337.937500 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -363337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -363341.312500 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -363341.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -363345.531250 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -363345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -363351.468750 Penalty: 4109.364258
	Iteration 31Q: 3 clusters Score -363351.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -363357.031250 Penalty: 4109.364258
	Iteration 32Q: 3 clusters Score -363357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -363361.875000 Penalty: 4109.364258
	Iteration 33Q: 3 clusters Score -363361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -363367.562500 Penalty: 4109.364258
	Iteration 34Q: 3 clusters Score -363367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -363374.156250 Penalty: 4109.364258
	Iteration 35Q: 3 clusters Score -363374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -363378.781250 Penalty: 4109.364258
	Iteration 36Q: 3 clusters Score -363378.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -363383.531250 Penalty: 4109.364258
	Iteration 37Q: 3 clusters Score -363383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -363388.406250 Penalty: 4109.364258
	Iteration 38Q: 3 clusters Score -363388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -363391.375000 Penalty: 4109.364258
	Iteration 39Q: 3 clusters Score -363391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -363395.062500 Penalty: 4109.364258
	Iteration 40F: 3 clusters Score -363395.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -363400.312500 Penalty: 4109.364258
	Iteration 41Q: 3 clusters Score -363400.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -363405.312500 Penalty: 4109.364258
	Iteration 42Q: 3 clusters Score -363405.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -363409.843750 Penalty: 4109.364258
	Iteration 43Q: 3 clusters Score -363409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -363415.593750 Penalty: 4109.364258
	Iteration 44Q: 3 clusters Score -363415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -363419.968750 Penalty: 4109.364258
	Iteration 45Q: 3 clusters Score -363420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -363425.031250 Penalty: 4109.364258
	Iteration 46Q: 3 clusters Score -363425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -363428.531250 Penalty: 4109.364258
	Iteration 47Q: 3 clusters Score -363428.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -363432.500000 Penalty: 4109.364258
	Iteration 48Q: 3 clusters Score -363432.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -363438.750000 Penalty: 4109.364258
	Iteration 49Q: 3 clusters Score -363438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -363442.375000 Penalty: 4109.364258
	Iteration 50Q: 3 clusters Score -363442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -363447.375000 Penalty: 4109.364258
	Iteration 51Q: 3 clusters Score -363447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -363449.593750 Penalty: 4109.364258
	Iteration 52Q: 3 clusters Score -363449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -363450.781250 Penalty: 4109.364258
	Iteration 53Q: 3 clusters Score -363450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -363452.812500 Penalty: 4109.364258
	Iteration 54Q: 3 clusters Score -363452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -363452.875000 Penalty: 4109.364258
	Iteration 55Q: 3 clusters Score -363452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -363454.312500 Penalty: 4109.364258
	Iteration 56Q: 3 clusters Score -363454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -363455.843750 Penalty: 4109.364258
	Iteration 57Q: 3 clusters Score -363455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -363455.906250 Penalty: 4109.364258
	Iteration 58Q: 3 clusters Score -363455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -363457.062500 Penalty: 4109.364258
	Iteration 59Q: 3 clusters Score -363457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -363458.937500 Penalty: 4109.364258
	Iteration 60F: 3 clusters Score -363458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -363460.500000 Penalty: 4109.364258
	Iteration 61Q: 3 clusters Score -363460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -363461.062500 Penalty: 4109.364258
	Iteration 62Q: 3 clusters Score -363461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -363461.062500 Penalty: 4109.364258
	Iteration 63F: 3 clusters Score -363461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Entering Unmasked Estep 
Score: -601555.687500 Penalty: 2210.560547
	Iteration 0F: 2 clusters Score -601555.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -595506.750000 Penalty: 4421.121094
	Iteration 0F: 3 clusters Score -595506.8 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -597126.625000 Penalty: 4421.121094
	Iteration 1F: 3 clusters Score -597126.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -597498.187500 Penalty: 4421.121094
	Iteration 2F: 3 clusters Score -597498.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -597873.562500 Penalty: 4421.121094
	Iteration 3F: 3 clusters Score -597873.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -598331.687500 Penalty: 4421.121094
	Iteration 4F: 3 clusters Score -598331.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -598762.500000 Penalty: 4421.121094
	Iteration 5F: 3 clusters Score -598762.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -599136.875000 Penalty: 4421.121094
	Iteration 6F: 3 clusters Score -599136.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -599396.687500 Penalty: 4421.121094
	Iteration 7F: 3 clusters Score -599396.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -599560.562500 Penalty: 4421.121094
	Iteration 8Q: 3 clusters Score -599560.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -599650.187500 Penalty: 4421.121094
	Iteration 9Q: 3 clusters Score -599650.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -599713.187500 Penalty: 4421.121094
	Iteration 10Q: 3 clusters Score -599713.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -599751.000000 Penalty: 4421.121094
	Iteration 11Q: 3 clusters Score -599751 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -599778.125000 Penalty: 4421.121094
	Iteration 12Q: 3 clusters Score -599778.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -599798.375000 Penalty: 4421.121094
	Iteration 13Q: 3 clusters Score -599798.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -599810.687500 Penalty: 4421.121094
	Iteration 14Q: 3 clusters Score -599810.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -599819.437500 Penalty: 4421.121094
	Iteration 15Q: 3 clusters Score -599819.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -599824.187500 Penalty: 4421.121094
	Iteration 16Q: 3 clusters Score -599824.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -599829.750000 Penalty: 4421.121094
	Iteration 17Q: 3 clusters Score -599829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -599832.312500 Penalty: 4421.121094
	Iteration 18Q: 3 clusters Score -599832.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -599838.125000 Penalty: 4421.121094
	Iteration 19Q: 3 clusters Score -599838.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -599844.312500 Penalty: 4421.121094
	Iteration 20F: 3 clusters Score -599844.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -599848.187500 Penalty: 4421.121094
	Iteration 21Q: 3 clusters Score -599848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -599852.375000 Penalty: 4421.121094
	Iteration 22Q: 3 clusters Score -599852.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -599856.500000 Penalty: 4421.121094
	Iteration 23Q: 3 clusters Score -599856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -599861.375000 Penalty: 4421.121094
	Iteration 24Q: 3 clusters Score -599861.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -599863.812500 Penalty: 4421.121094
	Iteration 25Q: 3 clusters Score -599863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -599866.687500 Penalty: 4421.121094
	Iteration 26Q: 3 clusters Score -599866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -599867.625000 Penalty: 4421.121094
	Iteration 27Q: 3 clusters Score -599867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -599868.375000 Penalty: 4421.121094
	Iteration 28Q: 3 clusters Score -599868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -599869.062500 Penalty: 4421.121094
	Iteration 29Q: 3 clusters Score -599869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -599870.562500 Penalty: 4421.121094
	Iteration 30Q: 3 clusters Score -599870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -599873.562500 Penalty: 4421.121094
	Iteration 31Q: 3 clusters Score -599873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -599874.125000 Penalty: 4421.121094
	Iteration 32Q: 3 clusters Score -599874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -599877.562500 Penalty: 4421.121094
	Iteration 33Q: 3 clusters Score -599877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -599878.062500 Penalty: 4421.121094
	Iteration 34Q: 3 clusters Score -599878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -599879.437500 Penalty: 4421.121094
	Iteration 35Q: 3 clusters Score -599879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -599879.812500 Penalty: 4421.121094
	Iteration 36Q: 3 clusters Score -599879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -599881.812500 Penalty: 4421.121094
	Iteration 37Q: 3 clusters Score -599881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -599882.812500 Penalty: 4421.121094
	Iteration 38Q: 3 clusters Score -599882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -599882.687500 Penalty: 4421.121094
	Iteration 39Q: 3 clusters Score -599882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -599882.687500 Penalty: 4421.121094
	Iteration 40F: 3 clusters Score -599882.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -138668.359375 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -138668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136459.859375 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -136459.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136889.093750 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -136889.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -137016.328125 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -137016.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -137085.250000 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -137085.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137127.781250 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -137127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137153.687500 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -137153.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -137182.671875 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -137182.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -137194.046875 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -137194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -137209.328125 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -137209.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137226.234375 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -137226.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -137253.390625 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -137253.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137283.984375 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -137284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137318.765625 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -137318.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -137343.296875 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -137343.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137374.046875 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -137374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -137403.250000 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -137403.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -137437.265625 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -137437.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137471.078125 Penalty: 3612.249512
	Iteration 17Q: 3 clusters Score -137471.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137500.125000 Penalty: 3612.249512
	Iteration 18Q: 3 clusters Score -137500.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137535.546875 Penalty: 3612.249512
	Iteration 19Q: 3 clusters Score -137535.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137591.921875 Penalty: 3612.249512
	Iteration 20F: 3 clusters Score -137591.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -137661.078125 Penalty: 3612.249512
	Iteration 21Q: 3 clusters Score -137661.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -137746.500000 Penalty: 3612.249512
	Iteration 22Q: 3 clusters Score -137746.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -137844.109375 Penalty: 3612.249512
	Iteration 23Q: 3 clusters Score -137844.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -137912.859375 Penalty: 3612.249512
	Iteration 24Q: 3 clusters Score -137912.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -137967.062500 Penalty: 3612.249512
	Iteration 25Q: 3 clusters Score -137967.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138004.984375 Penalty: 3612.249512
	Iteration 26Q: 3 clusters Score -138005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138022.921875 Penalty: 3612.249512
	Iteration 27Q: 3 clusters Score -138022.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138040.890625 Penalty: 3612.249512
	Iteration 28Q: 3 clusters Score -138040.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -138061.281250 Penalty: 3612.249512
	Iteration 29Q: 3 clusters Score -138061.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138078.156250 Penalty: 3612.249512
	Iteration 30Q: 3 clusters Score -138078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -138099.562500 Penalty: 3612.249512
	Iteration 31Q: 3 clusters Score -138099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -138118.703125 Penalty: 3612.249512
	Iteration 32Q: 3 clusters Score -138118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138131.906250 Penalty: 3612.249512
	Iteration 33Q: 3 clusters Score -138131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -138143.015625 Penalty: 3612.249512
	Iteration 34Q: 3 clusters Score -138143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -138153.343750 Penalty: 3612.249512
	Iteration 35Q: 3 clusters Score -138153.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -138161.937500 Penalty: 3612.249512
	Iteration 36Q: 3 clusters Score -138161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -138166.328125 Penalty: 3612.249512
	Iteration 37Q: 3 clusters Score -138166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -138168.453125 Penalty: 3612.249512
	Iteration 38Q: 3 clusters Score -138168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -138174.250000 Penalty: 3612.249512
	Iteration 39Q: 3 clusters Score -138174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -138207.062500 Penalty: 3612.249512
	Iteration 40F: 3 clusters Score -138207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -138243.609375 Penalty: 3612.249512
	Iteration 41Q: 3 clusters Score -138243.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -138261.187500 Penalty: 3612.249512
	Iteration 42Q: 3 clusters Score -138261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138267.625000 Penalty: 3612.249512
	Iteration 43Q: 3 clusters Score -138267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -138271.109375 Penalty: 3612.249512
	Iteration 44Q: 3 clusters Score -138271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -138277.250000 Penalty: 3612.249512
	Iteration 45Q: 3 clusters Score -138277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138278.046875 Penalty: 3612.249512
	Iteration 46Q: 3 clusters Score -138278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -138278.203125 Penalty: 3612.249512
	Iteration 47Q: 3 clusters Score -138278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -138278.203125 Penalty: 3612.249512
	Iteration 48F: 3 clusters Score -138278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 163376 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38223 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19386 members 
Mstep: Class 11 contains 125164 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18689 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123890 members 
Mstep: Class 18 contains 169847 members 
Mstep: Class 19 contains 87838 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21676 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53683 members 
Mstep: Class 30 contains 1722 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99603 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6685 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139038 members 
Mstep: Class 45 contains 105474 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8354 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19463 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5317 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 2828 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2735 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790048.000000 Penalty: 242702.312500
Iteration 159Q: 69 clusters Score -1.5079e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122882 members 
Mstep: Class 6 contains 163372 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 38222 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19383 members 
Mstep: Class 11 contains 125168 members 
Mstep: Class 12 contains 44116 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 123853 members 
Mstep: Class 18 contains 169844 members 
Mstep: Class 19 contains 87814 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17526 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18982 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21677 members 
Mstep: Class 27 contains 14062 members 
Mstep: Class 28 contains 33616 members 
Mstep: Class 29 contains 53679 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 17752 members 
Mstep: Class 32 contains 99634 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11441 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109887 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6692 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139045 members 
Mstep: Class 45 contains 105517 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1729 members 
Mstep: Class 51 contains 8366 members 
Mstep: Class 52 contains 13097 members 
Mstep: Class 53 contains 19472 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5318 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 2860 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2736 members 
Mstep: Class 63 contains 1263 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7432 members 
Mstep: Class 67 contains 1455 members 
Mstep: Class 68 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790352.000000 Penalty: 242702.312500
Iteration 160F: 69 clusters Score -1.507904e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122881 members 
Mstep: Class 6 contains 163371 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19383 members 
Mstep: Class 11 contains 125166 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18682 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 123810 members 
Mstep: Class 18 contains 169840 members 
Mstep: Class 19 contains 87802 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 17527 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18984 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21681 members 
Mstep: Class 27 contains 14065 members 
Mstep: Class 28 contains 33613 members 
Mstep: Class 29 contains 53676 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99611 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 11441 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109887 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6696 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139041 members 
Mstep: Class 45 contains 105561 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1723 members 
Mstep: Class 51 contains 8349 members 
Mstep: Class 52 contains 13100 members 
Mstep: Class 53 contains 19467 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5324 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2736 members 
Mstep: Class 63 contains 1260 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3965 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1465 members 
Mstep: Class 68 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790400.000000 Penalty: 242702.312500
Iteration 161Q: 69 clusters Score -1.507904e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122880 members 
Mstep: Class 6 contains 163369 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19378 members 
Mstep: Class 11 contains 125167 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 553 members 
Mstep: Class 17 contains 123778 members 
Mstep: Class 18 contains 169838 members 
Mstep: Class 19 contains 87794 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 17529 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18982 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21682 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33610 members 
Mstep: Class 29 contains 53675 members 
Mstep: Class 30 contains 1734 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99591 members 
Mstep: Class 33 contains 1493 members 
Mstep: Class 34 contains 11444 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6700 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139039 members 
Mstep: Class 45 contains 105602 members 
Mstep: Class 46 contains 4991 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1717 members 
Mstep: Class 51 contains 8349 members 
Mstep: Class 52 contains 13103 members 
Mstep: Class 53 contains 19472 members 
Mstep: Class 54 contains 1274 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5324 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2736 members 
Mstep: Class 63 contains 1260 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3966 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1479 members 
Mstep: Class 68 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790592.000000 Penalty: 242702.312500
Iteration 162Q: 69 clusters Score -1.507906e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122880 members 
Mstep: Class 6 contains 163367 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19368 members 
Mstep: Class 11 contains 125170 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 123764 members 
Mstep: Class 18 contains 169837 members 
Mstep: Class 19 contains 87777 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 17531 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18979 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21682 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33607 members 
Mstep: Class 29 contains 53672 members 
Mstep: Class 30 contains 1741 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99572 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 11445 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109879 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6703 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 139035 members 
Mstep: Class 45 contains 105642 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1711 members 
Mstep: Class 51 contains 8359 members 
Mstep: Class 52 contains 13104 members 
Mstep: Class 53 contains 19478 members 
Mstep: Class 54 contains 1276 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5326 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2866 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1260 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3966 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1490 members 
Mstep: Class 68 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790560.000000 Penalty: 242702.312500
Iteration 163Q: 69 clusters Score -1.507906e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122878 members 
Mstep: Class 6 contains 163364 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19369 members 
Mstep: Class 11 contains 125175 members 
Mstep: Class 12 contains 44122 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 123756 members 
Mstep: Class 18 contains 169833 members 
Mstep: Class 19 contains 87757 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 17532 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18972 members 
Mstep: Class 25 contains 14512 members 
Mstep: Class 26 contains 21685 members 
Mstep: Class 27 contains 14055 members 
Mstep: Class 28 contains 33604 members 
Mstep: Class 29 contains 53671 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99569 members 
Mstep: Class 33 contains 1487 members 
Mstep: Class 34 contains 11448 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109878 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6704 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1076 members 
Mstep: Class 44 contains 139023 members 
Mstep: Class 45 contains 105677 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1710 members 
Mstep: Class 51 contains 8369 members 
Mstep: Class 52 contains 13104 members 
Mstep: Class 53 contains 19479 members 
Mstep: Class 54 contains 1277 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5327 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4394 members 
Mstep: Class 59 contains 2866 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1260 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3963 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790752.000000 Penalty: 242702.312500
Iteration 164Q: 69 clusters Score -1.507908e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122879 members 
Mstep: Class 6 contains 163362 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38217 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 19365 members 
Mstep: Class 11 contains 125182 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 123745 members 
Mstep: Class 18 contains 169825 members 
Mstep: Class 19 contains 87744 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 17532 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18968 members 
Mstep: Class 25 contains 14512 members 
Mstep: Class 26 contains 21693 members 
Mstep: Class 27 contains 14064 members 
Mstep: Class 28 contains 33600 members 
Mstep: Class 29 contains 53668 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99564 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11450 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109881 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1800 members 
Mstep: Class 40 contains 6707 members 
Mstep: Class 41 contains 1113 members 
Mstep: Class 42 contains 1753 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138981 members 
Mstep: Class 45 contains 105724 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1705 members 
Mstep: Class 51 contains 8375 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19478 members 
Mstep: Class 54 contains 1281 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5331 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2866 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1260 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3964 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1507 members 
Mstep: Class 68 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790784.000000 Penalty: 242702.312500
Iteration 165Q: 69 clusters Score -1.507908e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122877 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38216 members 
Mstep: Class 9 contains 7714 members 
Mstep: Class 10 contains 19364 members 
Mstep: Class 11 contains 125187 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 3920 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 18679 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 123743 members 
Mstep: Class 18 contains 169821 members 
Mstep: Class 19 contains 87727 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17533 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18963 members 
Mstep: Class 25 contains 14512 members 
Mstep: Class 26 contains 21695 members 
Mstep: Class 27 contains 14066 members 
Mstep: Class 28 contains 33600 members 
Mstep: Class 29 contains 53666 members 
Mstep: Class 30 contains 1754 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99555 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11449 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 109881 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 6711 members 
Mstep: Class 41 contains 1113 members 
Mstep: Class 42 contains 1753 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 138942 members 
Mstep: Class 45 contains 105772 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1700 members 
Mstep: Class 51 contains 8379 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19483 members 
Mstep: Class 54 contains 1282 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5333 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 2867 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1262 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3965 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790864.000000 Penalty: 242702.312500
Iteration 166Q: 69 clusters Score -1.507909e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122877 members 
Mstep: Class 6 contains 163362 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38215 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19361 members 
Mstep: Class 11 contains 125190 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 3914 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 18679 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 123740 members 
Mstep: Class 18 contains 169817 members 
Mstep: Class 19 contains 87714 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17536 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18958 members 
Mstep: Class 25 contains 14512 members 
Mstep: Class 26 contains 21698 members 
Mstep: Class 27 contains 14068 members 
Mstep: Class 28 contains 33601 members 
Mstep: Class 29 contains 53666 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99554 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11448 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109886 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6712 members 
Mstep: Class 41 contains 1113 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138907 members 
Mstep: Class 45 contains 105812 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1696 members 
Mstep: Class 51 contains 8380 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19483 members 
Mstep: Class 54 contains 1286 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5332 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2867 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3971 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1516 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790688.000000 Penalty: 242702.312500
Iteration 167Q: 69 clusters Score -1.507907e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4982 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122879 members 
Mstep: Class 6 contains 163362 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38212 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19355 members 
Mstep: Class 11 contains 125191 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 3908 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 18679 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 123741 members 
Mstep: Class 18 contains 169814 members 
Mstep: Class 19 contains 87685 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17537 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18958 members 
Mstep: Class 25 contains 14512 members 
Mstep: Class 26 contains 21701 members 
Mstep: Class 27 contains 14074 members 
Mstep: Class 28 contains 33601 members 
Mstep: Class 29 contains 53663 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99553 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11450 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109895 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6715 members 
Mstep: Class 41 contains 1113 members 
Mstep: Class 42 contains 1752 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138872 members 
Mstep: Class 45 contains 105863 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1693 members 
Mstep: Class 51 contains 8379 members 
Mstep: Class 52 contains 13105 members 
Mstep: Class 53 contains 19484 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5331 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4392 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7434 members 
Mstep: Class 67 contains 1517 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790848.000000 Penalty: 242702.312500
Iteration 168Q: 69 clusters Score -1.507908e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122878 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38211 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19354 members 
Mstep: Class 11 contains 125189 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 3904 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 18679 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 123741 members 
Mstep: Class 18 contains 169813 members 
Mstep: Class 19 contains 87658 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17538 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 21702 members 
Mstep: Class 27 contains 14073 members 
Mstep: Class 28 contains 33601 members 
Mstep: Class 29 contains 53660 members 
Mstep: Class 30 contains 1755 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99549 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11450 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109896 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6719 members 
Mstep: Class 41 contains 1113 members 
Mstep: Class 42 contains 1755 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138839 members 
Mstep: Class 45 contains 105914 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1693 members 
Mstep: Class 51 contains 8382 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19487 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5332 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2869 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1263 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1522 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790960.000000 Penalty: 242702.312500
Iteration 169Q: 69 clusters Score -1.50791e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 4982 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122879 members 
Mstep: Class 6 contains 163362 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38211 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19352 members 
Mstep: Class 11 contains 125190 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 123740 members 
Mstep: Class 18 contains 169811 members 
Mstep: Class 19 contains 87624 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17536 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18957 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21704 members 
Mstep: Class 27 contains 14070 members 
Mstep: Class 28 contains 33601 members 
Mstep: Class 29 contains 53659 members 
Mstep: Class 30 contains 1760 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99546 members 
Mstep: Class 33 contains 1487 members 
Mstep: Class 34 contains 11448 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109897 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6723 members 
Mstep: Class 41 contains 1113 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138802 members 
Mstep: Class 45 contains 105983 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8385 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19491 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5333 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1263 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1527 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790960.000000 Penalty: 242702.312500
Iteration 170Q: 69 clusters Score -1.50791e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122880 members 
Mstep: Class 6 contains 163360 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 38211 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19346 members 
Mstep: Class 11 contains 125193 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 123742 members 
Mstep: Class 18 contains 169809 members 
Mstep: Class 19 contains 87585 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17536 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18958 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 21707 members 
Mstep: Class 27 contains 14063 members 
Mstep: Class 28 contains 33598 members 
Mstep: Class 29 contains 53657 members 
Mstep: Class 30 contains 1759 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99543 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11448 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109906 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6724 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138785 members 
Mstep: Class 45 contains 106040 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8387 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19493 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5333 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4393 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1263 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1527 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150791008.000000 Penalty: 242702.312500
Iteration 171Q: 69 clusters Score -1.50791e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122880 members 
Mstep: Class 6 contains 163357 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 38211 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19346 members 
Mstep: Class 11 contains 125197 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 123736 members 
Mstep: Class 18 contains 169809 members 
Mstep: Class 19 contains 87544 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17537 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18962 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 21706 members 
Mstep: Class 27 contains 14055 members 
Mstep: Class 28 contains 33594 members 
Mstep: Class 29 contains 53655 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99542 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11449 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109911 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6726 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138768 members 
Mstep: Class 45 contains 106103 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8389 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19493 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5331 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4395 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790912.000000 Penalty: 242702.312500
Iteration 172Q: 69 clusters Score -1.507909e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122879 members 
Mstep: Class 6 contains 163353 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 38209 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19343 members 
Mstep: Class 11 contains 125201 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 546 members 
Mstep: Class 17 contains 123736 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 87499 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 18961 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21711 members 
Mstep: Class 27 contains 14052 members 
Mstep: Class 28 contains 33593 members 
Mstep: Class 29 contains 53653 members 
Mstep: Class 30 contains 1762 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99541 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11453 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109922 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6730 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138742 members 
Mstep: Class 45 contains 106163 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8389 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19495 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5329 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4395 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790928.000000 Penalty: 242702.312500
Iteration 173Q: 69 clusters Score -1.507909e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122878 members 
Mstep: Class 6 contains 163352 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 38209 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19345 members 
Mstep: Class 11 contains 125205 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123721 members 
Mstep: Class 18 contains 169802 members 
Mstep: Class 19 contains 87469 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 18961 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21713 members 
Mstep: Class 27 contains 14051 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53652 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99539 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109927 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6730 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138728 members 
Mstep: Class 45 contains 106209 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8390 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19497 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5330 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4395 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790992.000000 Penalty: 242702.312500
Iteration 174Q: 69 clusters Score -1.50791e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122876 members 
Mstep: Class 6 contains 163351 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38208 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19344 members 
Mstep: Class 11 contains 125208 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123708 members 
Mstep: Class 18 contains 169801 members 
Mstep: Class 19 contains 87430 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 18961 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21714 members 
Mstep: Class 27 contains 14051 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53651 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99539 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11457 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109933 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6729 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138741 members 
Mstep: Class 45 contains 106244 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8394 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19500 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5332 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4395 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150791024.000000 Penalty: 242702.312500
Iteration 175Q: 69 clusters Score -1.50791e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122875 members 
Mstep: Class 6 contains 163349 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38208 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19340 members 
Mstep: Class 11 contains 125211 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123691 members 
Mstep: Class 18 contains 169801 members 
Mstep: Class 19 contains 87390 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6160 members 
Mstep: Class 24 contains 18958 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21714 members 
Mstep: Class 27 contains 14054 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53651 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99537 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11456 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109939 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6729 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138736 members 
Mstep: Class 45 contains 106300 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8398 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19501 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5332 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4397 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790976.000000 Penalty: 242702.312500
Iteration 176Q: 69 clusters Score -1.50791e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122876 members 
Mstep: Class 6 contains 163344 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38209 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19339 members 
Mstep: Class 11 contains 125216 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3875 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123679 members 
Mstep: Class 18 contains 169801 members 
Mstep: Class 19 contains 87342 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17542 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18959 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21713 members 
Mstep: Class 27 contains 14057 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53651 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99537 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11458 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109945 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6734 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138726 members 
Mstep: Class 45 contains 106355 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4227 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8401 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19501 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5331 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790800.000000 Penalty: 242702.312500
Iteration 177Q: 69 clusters Score -1.507908e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122876 members 
Mstep: Class 6 contains 163341 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38210 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19338 members 
Mstep: Class 11 contains 125218 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3870 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123664 members 
Mstep: Class 18 contains 169799 members 
Mstep: Class 19 contains 87302 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17543 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18956 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21714 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53651 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99537 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11457 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109960 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6738 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138706 members 
Mstep: Class 45 contains 106413 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4228 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8402 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19501 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5329 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790928.000000 Penalty: 242702.312500
Iteration 178Q: 69 clusters Score -1.507909e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 122875 members 
Mstep: Class 6 contains 163337 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38209 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19333 members 
Mstep: Class 11 contains 125225 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123655 members 
Mstep: Class 18 contains 169797 members 
Mstep: Class 19 contains 87253 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17543 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18952 members 
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Mstep: Class 26 contains 21716 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53651 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99536 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11456 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109966 members 
Mstep: Class 37 contains 3990 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6741 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138698 members 
Mstep: Class 45 contains 106475 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8407 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19499 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5329 members 
Mstep: Class 57 contains 2601 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790800.000000 Penalty: 242702.312500
Iteration 179Q: 69 clusters Score -1.507908e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122873 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38208 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19326 members 
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Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123661 members 
Mstep: Class 18 contains 169797 members 
Mstep: Class 19 contains 87210 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17543 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18949 members 
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Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53651 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99536 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11456 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109973 members 
Mstep: Class 37 contains 3990 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6740 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138682 members 
Mstep: Class 45 contains 106526 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1691 members 
Mstep: Class 51 contains 8407 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19499 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5330 members 
Mstep: Class 57 contains 2600 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1529 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790768.000000 Penalty: 242702.312500
Iteration 180F: 69 clusters Score -1.507908e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 122871 members 
Mstep: Class 6 contains 163338 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38206 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19324 members 
Mstep: Class 11 contains 125233 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123645 members 
Mstep: Class 18 contains 169797 members 
Mstep: Class 19 contains 87197 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6158 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14519 members 
Mstep: Class 26 contains 21717 members 
Mstep: Class 27 contains 14064 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53649 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17752 members 
Mstep: Class 32 contains 99535 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11456 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109976 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6740 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138674 members 
Mstep: Class 45 contains 106561 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1690 members 
Mstep: Class 51 contains 8409 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19499 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5329 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1530 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790784.000000 Penalty: 242702.312500
Iteration 181Q: 69 clusters Score -1.507908e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 12225 members 
Mstep: Class 5 contains 122871 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 38206 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19319 members 
Mstep: Class 11 contains 125234 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123648 members 
Mstep: Class 18 contains 169796 members 
Mstep: Class 19 contains 87152 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18949 members 
Mstep: Class 25 contains 14519 members 
Mstep: Class 26 contains 21719 members 
Mstep: Class 27 contains 14061 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53648 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99535 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11456 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109974 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 6741 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1756 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138659 members 
Mstep: Class 45 contains 106624 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1688 members 
Mstep: Class 51 contains 8405 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19499 members 
Mstep: Class 54 contains 1288 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5331 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 4398 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1532 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790800.000000 Penalty: 242702.312500
Iteration 182Q: 69 clusters Score -1.507908e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122872 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38206 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19312 members 
Mstep: Class 11 contains 125235 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123629 members 
Mstep: Class 18 contains 169795 members 
Mstep: Class 19 contains 87127 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17538 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18946 members 
Mstep: Class 25 contains 14520 members 
Mstep: Class 26 contains 21721 members 
Mstep: Class 27 contains 14066 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53646 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99536 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11457 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109970 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 6740 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138644 members 
Mstep: Class 45 contains 106688 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8406 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19499 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5331 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 4399 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1532 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790704.000000 Penalty: 242702.312500
Iteration 183Q: 69 clusters Score -1.507907e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122872 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19306 members 
Mstep: Class 11 contains 125235 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123620 members 
Mstep: Class 18 contains 169793 members 
Mstep: Class 19 contains 87115 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18946 members 
Mstep: Class 25 contains 14520 members 
Mstep: Class 26 contains 21724 members 
Mstep: Class 27 contains 14064 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53644 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99535 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109972 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6741 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138627 members 
Mstep: Class 45 contains 106728 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8407 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19500 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5332 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 4400 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1532 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790768.000000 Penalty: 242702.312500
Iteration 184Q: 69 clusters Score -1.507908e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 12223 members 
Mstep: Class 5 contains 122872 members 
Mstep: Class 6 contains 163337 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 19303 members 
Mstep: Class 11 contains 125238 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3849 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123623 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 87106 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18946 members 
Mstep: Class 25 contains 14519 members 
Mstep: Class 26 contains 21727 members 
Mstep: Class 27 contains 14065 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53644 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99533 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109966 members 
Mstep: Class 37 contains 3988 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6742 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138617 members 
Mstep: Class 45 contains 106749 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8413 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5333 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 4400 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2737 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1532 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790832.000000 Penalty: 242702.312500
Iteration 185Q: 69 clusters Score -1.507908e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 12223 members 
Mstep: Class 5 contains 122870 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19293 members 
Mstep: Class 11 contains 125242 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123617 members 
Mstep: Class 18 contains 169785 members 
Mstep: Class 19 contains 87097 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17538 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14518 members 
Mstep: Class 26 contains 21731 members 
Mstep: Class 27 contains 14064 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53643 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17754 members 
Mstep: Class 32 contains 99533 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109961 members 
Mstep: Class 37 contains 3990 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6745 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138592 members 
Mstep: Class 45 contains 106796 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8415 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5334 members 
Mstep: Class 57 contains 2602 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2738 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1532 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790672.000000 Penalty: 242702.312500
Iteration 186Q: 69 clusters Score -1.507907e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122869 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19280 members 
Mstep: Class 11 contains 125243 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123598 members 
Mstep: Class 18 contains 169782 members 
Mstep: Class 19 contains 87107 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17538 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18946 members 
Mstep: Class 25 contains 14517 members 
Mstep: Class 26 contains 21734 members 
Mstep: Class 27 contains 14063 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53642 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17753 members 
Mstep: Class 32 contains 99532 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11457 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109958 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6750 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138577 members 
Mstep: Class 45 contains 106837 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5333 members 
Mstep: Class 57 contains 2603 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790560.000000 Penalty: 242702.312500
Iteration 187Q: 69 clusters Score -1.507906e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122867 members 
Mstep: Class 6 contains 163336 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19271 members 
Mstep: Class 11 contains 125244 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123582 members 
Mstep: Class 18 contains 169780 members 
Mstep: Class 19 contains 87104 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17537 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14516 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14060 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53642 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99532 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11458 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109940 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6757 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138567 members 
Mstep: Class 45 contains 106886 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5334 members 
Mstep: Class 57 contains 2605 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5661 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790624.000000 Penalty: 242702.312500
Iteration 188Q: 69 clusters Score -1.507906e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122867 members 
Mstep: Class 6 contains 163333 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38206 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19269 members 
Mstep: Class 11 contains 125245 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123558 members 
Mstep: Class 18 contains 169779 members 
Mstep: Class 19 contains 87094 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17538 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18950 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21737 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53641 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109920 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6758 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138568 members 
Mstep: Class 45 contains 106936 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5337 members 
Mstep: Class 57 contains 2606 members 
Mstep: Class 58 contains 4402 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5660 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790640.000000 Penalty: 242702.312500
Iteration 189Q: 69 clusters Score -1.507906e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122867 members 
Mstep: Class 6 contains 163327 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38206 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19262 members 
Mstep: Class 11 contains 125246 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123547 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87076 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21738 members 
Mstep: Class 27 contains 14056 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53640 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109911 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6763 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138552 members 
Mstep: Class 45 contains 106992 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9314 members 
Mstep: Class 56 contains 5338 members 
Mstep: Class 57 contains 2609 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5659 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790656.000000 Penalty: 242702.312500
Iteration 190Q: 69 clusters Score -1.507907e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163325 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19261 members 
Mstep: Class 11 contains 125248 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123541 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87065 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18953 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21738 members 
Mstep: Class 27 contains 14055 members 
Mstep: Class 28 contains 33591 members 
Mstep: Class 29 contains 53639 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11461 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109895 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6765 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138541 members 
Mstep: Class 45 contains 107034 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13105 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9315 members 
Mstep: Class 56 contains 5339 members 
Mstep: Class 57 contains 2610 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5657 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790720.000000 Penalty: 242702.312500
Iteration 191Q: 69 clusters Score -1.507907e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122869 members 
Mstep: Class 6 contains 163324 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19257 members 
Mstep: Class 11 contains 125251 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123532 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87056 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18953 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21738 members 
Mstep: Class 27 contains 14053 members 
Mstep: Class 28 contains 33590 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11461 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109879 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6769 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138536 members 
Mstep: Class 45 contains 107073 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13105 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9314 members 
Mstep: Class 56 contains 5341 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5657 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790768.000000 Penalty: 242702.312500
Iteration 192Q: 69 clusters Score -1.507908e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122869 members 
Mstep: Class 6 contains 163324 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19255 members 
Mstep: Class 11 contains 125251 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123512 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87046 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21737 members 
Mstep: Class 27 contains 14055 members 
Mstep: Class 28 contains 33588 members 
Mstep: Class 29 contains 53639 members 
Mstep: Class 30 contains 1770 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109884 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6770 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138538 members 
Mstep: Class 45 contains 107097 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5130 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9311 members 
Mstep: Class 56 contains 5341 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5659 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790816.000000 Penalty: 242702.312500
Iteration 193Q: 69 clusters Score -1.507908e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122869 members 
Mstep: Class 6 contains 163324 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19247 members 
Mstep: Class 11 contains 125250 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123494 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87020 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17540 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21737 members 
Mstep: Class 27 contains 14054 members 
Mstep: Class 28 contains 33589 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109881 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6770 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138549 members 
Mstep: Class 45 contains 107143 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9307 members 
Mstep: Class 56 contains 5339 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4404 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5663 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790752.000000 Penalty: 242702.312500
Iteration 194Q: 69 clusters Score -1.507908e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122869 members 
Mstep: Class 6 contains 163324 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19240 members 
Mstep: Class 11 contains 125250 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123475 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87020 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18950 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14050 members 
Mstep: Class 28 contains 33589 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11458 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109878 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6772 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138558 members 
Mstep: Class 45 contains 107167 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5129 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9302 members 
Mstep: Class 56 contains 5339 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4404 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5668 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790688.000000 Penalty: 242702.312500
Iteration 195Q: 69 clusters Score -1.507907e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122869 members 
Mstep: Class 6 contains 163323 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125250 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123464 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87015 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 18949 members 
Mstep: Class 25 contains 14515 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14052 members 
Mstep: Class 28 contains 33588 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11459 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6779 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138554 members 
Mstep: Class 45 contains 107194 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8415 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9300 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5670 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790672.000000 Penalty: 242702.312500
Iteration 196Q: 69 clusters Score -1.507907e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5019 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122871 members 
Mstep: Class 6 contains 163318 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19225 members 
Mstep: Class 11 contains 125250 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123444 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87025 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18950 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14051 members 
Mstep: Class 28 contains 33586 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1787 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11462 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6785 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138542 members 
Mstep: Class 45 contains 107211 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8415 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9296 members 
Mstep: Class 56 contains 5341 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5674 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790656.000000 Penalty: 242702.312500
Iteration 197Q: 69 clusters Score -1.507907e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122867 members 
Mstep: Class 6 contains 163318 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19216 members 
Mstep: Class 11 contains 125252 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123415 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87038 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17539 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18946 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14050 members 
Mstep: Class 28 contains 33585 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11463 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6793 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138545 members 
Mstep: Class 45 contains 107225 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8415 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9295 members 
Mstep: Class 56 contains 5341 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5675 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790608.000000 Penalty: 242702.312500
Iteration 198Q: 69 clusters Score -1.507906e+08 nChanged 193
Entering ConstructFrom: 
Score: -150790608.000000 Penalty: 242702.312500
Entering ConstructFrom: 
Trying to split cluster 1 (9308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Entering Unmasked Estep 
Score: -718936.750000 Penalty: 2266.380127
	Iteration 0F: 2 clusters Score -718936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -711774.812500 Penalty: 4532.760254
	Iteration 0F: 3 clusters Score -711774.8 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -714159.875000 Penalty: 4532.760254
	Iteration 1F: 3 clusters Score -714159.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -714742.562500 Penalty: 4532.760254
	Iteration 2F: 3 clusters Score -714742.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -715274.687500 Penalty: 4532.760254
	Iteration 3F: 3 clusters Score -715274.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -715764.750000 Penalty: 4532.760254
	Iteration 4F: 3 clusters Score -715764.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -716228.312500 Penalty: 4532.760254
	Iteration 5F: 3 clusters Score -716228.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -716631.875000 Penalty: 4532.760254
	Iteration 6F: 3 clusters Score -716631.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -717012.750000 Penalty: 4532.760254
	Iteration 7Q: 3 clusters Score -717012.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -717389.812500 Penalty: 4532.760254
	Iteration 8Q: 3 clusters Score -717389.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -717831.500000 Penalty: 4532.760254
	Iteration 9Q: 3 clusters Score -717831.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -718283.687500 Penalty: 4532.760254
	Iteration 10Q: 3 clusters Score -718283.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -718717.750000 Penalty: 4532.760254
	Iteration 11Q: 3 clusters Score -718717.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -719089.937500 Penalty: 4532.760254
	Iteration 12Q: 3 clusters Score -719089.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -719464.937500 Penalty: 4532.760254
	Iteration 13Q: 3 clusters Score -719464.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -719862.312500 Penalty: 4532.760254
	Iteration 14Q: 3 clusters Score -719862.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -720214.750000 Penalty: 4532.760254
	Iteration 15Q: 3 clusters Score -720214.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -720561.000000 Penalty: 4532.760254
	Iteration 16Q: 3 clusters Score -720561 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -720979.625000 Penalty: 4532.760254
	Iteration 17Q: 3 clusters Score -720979.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -721284.687500 Penalty: 4532.760254
	Iteration 18Q: 3 clusters Score -721284.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -721367.500000 Penalty: 4532.760254
	Iteration 19Q: 3 clusters Score -721367.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -721379.687500 Penalty: 4532.760254
	Iteration 20F: 3 clusters Score -721379.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -721383.000000 Penalty: 4532.760254
	Iteration 21Q: 3 clusters Score -721383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -721384.812500 Penalty: 4532.760254
	Iteration 22Q: 3 clusters Score -721384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -721385.937500 Penalty: 4532.760254
	Iteration 23Q: 3 clusters Score -721385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -721386.000000 Penalty: 4532.760254
	Iteration 24Q: 3 clusters Score -721386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -721386.000000 Penalty: 4532.760254
	Iteration 25F: 3 clusters Score -721386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Entering Unmasked Estep 
Score: -150791808.000000 Penalty: 246271.468750
Splitting cluster 1 changes total score from -150790608.000000 to -150791808.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 2 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -451311.468750 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -451311.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -446201.812500 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -446201.8 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -447542.000000 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -447542 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -447788.000000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -447788 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -447954.031250 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -447954 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -448077.812500 Penalty: 4310.808594
	Iteration 4Q: 3 clusters Score -448077.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -448201.593750 Penalty: 4310.808594
	Iteration 5Q: 3 clusters Score -448201.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -448377.218750 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -448377.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -448611.781250 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -448611.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -448935.000000 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -448935 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -449408.875000 Penalty: 4310.808594
	Iteration 9F: 3 clusters Score -449408.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -449934.687500 Penalty: 4310.808594
	Iteration 10F: 3 clusters Score -449934.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -450300.000000 Penalty: 4310.808594
	Iteration 11F: 3 clusters Score -450300 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -450521.125000 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -450521.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -450697.718750 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -450697.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -450806.812500 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -450806.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -450863.093750 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -450863.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -450889.375000 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -450889.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -450905.125000 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -450905.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -450911.625000 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -450911.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -450916.031250 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -450916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -450917.937500 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -450917.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -450919.687500 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -450919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -450919.843750 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -450919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -450919.843750 Penalty: 4310.808594
	Iteration 23F: 3 clusters Score -450919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -343490.125000 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -343490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -338971.156250 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -338971.2 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -340151.812500 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -340151.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -340398.968750 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -340399 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -340561.156250 Penalty: 4226.507812
	Iteration 3F: 3 clusters Score -340561.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -340688.437500 Penalty: 4226.507812
	Iteration 4Q: 3 clusters Score -340688.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -340784.312500 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -340784.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -340871.312500 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -340871.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -340952.843750 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -340952.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -341041.718750 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -341041.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -341152.437500 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -341152.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -341249.031250 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -341249 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -341327.281250 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -341327.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -341391.937500 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -341391.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -341451.906250 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -341451.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -341517.156250 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -341517.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -341565.781250 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -341565.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -341602.718750 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -341602.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -341635.906250 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -341635.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -341672.812500 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -341672.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -341712.250000 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -341712.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -341747.937500 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -341747.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -341771.937500 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -341771.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -341787.437500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -341787.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -341799.750000 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -341799.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -341810.406250 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -341810.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -341816.062500 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -341816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -341821.593750 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -341821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -341826.593750 Penalty: 4226.507812
	Iteration 27Q: 3 clusters Score -341826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -341829.750000 Penalty: 4226.507812
	Iteration 28Q: 3 clusters Score -341829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -341831.625000 Penalty: 4226.507812
	Iteration 29Q: 3 clusters Score -341831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -341833.875000 Penalty: 4226.507812
	Iteration 30Q: 3 clusters Score -341833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -341835.125000 Penalty: 4226.507812
	Iteration 31Q: 3 clusters Score -341835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -341836.625000 Penalty: 4226.507812
	Iteration 32Q: 3 clusters Score -341836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -341838.031250 Penalty: 4226.507812
	Iteration 33Q: 3 clusters Score -341838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -341840.156250 Penalty: 4226.507812
	Iteration 34Q: 3 clusters Score -341840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -341842.906250 Penalty: 4226.507812
	Iteration 35Q: 3 clusters Score -341842.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -341843.968750 Penalty: 4226.507812
	Iteration 36Q: 3 clusters Score -341844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -341844.937500 Penalty: 4226.507812
	Iteration 37Q: 3 clusters Score -341844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -341845.906250 Penalty: 4226.507812
	Iteration 38Q: 3 clusters Score -341845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -341845.656250 Penalty: 4226.507812
	Iteration 39Q: 3 clusters Score -341845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -341847.062500 Penalty: 4226.507812
	Iteration 40F: 3 clusters Score -341847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -341846.812500 Penalty: 4226.507812
	Iteration 41Q: 3 clusters Score -341846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -341847.468750 Penalty: 4226.507812
	Iteration 42Q: 3 clusters Score -341847.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -341848.500000 Penalty: 4226.507812
	Iteration 43Q: 3 clusters Score -341848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -341850.250000 Penalty: 4226.507812
	Iteration 44Q: 3 clusters Score -341850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -341850.343750 Penalty: 4226.507812
	Iteration 45Q: 3 clusters Score -341850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -341850.343750 Penalty: 4226.507812
	Iteration 46F: 3 clusters Score -341850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -957979.500000 Penalty: 2333.966797
	Iteration 0F: 2 clusters Score -957979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -948845.375000 Penalty: 4667.933594
	Iteration 0F: 3 clusters Score -948845.4 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -951641.937500 Penalty: 4667.933594
	Iteration 1F: 3 clusters Score -951641.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -952123.062500 Penalty: 4667.933594
	Iteration 2F: 3 clusters Score -952123.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -952580.562500 Penalty: 4667.933594
	Iteration 3F: 3 clusters Score -952580.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -953022.750000 Penalty: 4667.933594
	Iteration 4F: 3 clusters Score -953022.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -953415.437500 Penalty: 4667.933594
	Iteration 5F: 3 clusters Score -953415.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -953787.000000 Penalty: 4667.933594
	Iteration 6F: 3 clusters Score -953787 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -954171.187500 Penalty: 4667.933594
	Iteration 7F: 3 clusters Score -954171.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -954583.250000 Penalty: 4667.933594
	Iteration 8F: 3 clusters Score -954583.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -954980.687500 Penalty: 4667.933594
	Iteration 9F: 3 clusters Score -954980.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -955341.937500 Penalty: 4667.933594
	Iteration 10Q: 3 clusters Score -955341.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -955688.500000 Penalty: 4667.933594
	Iteration 11Q: 3 clusters Score -955688.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -956018.562500 Penalty: 4667.933594
	Iteration 12Q: 3 clusters Score -956018.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -956283.437500 Penalty: 4667.933594
	Iteration 13Q: 3 clusters Score -956283.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -956471.750000 Penalty: 4667.933594
	Iteration 14Q: 3 clusters Score -956471.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -956603.875000 Penalty: 4667.933594
	Iteration 15Q: 3 clusters Score -956603.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -956697.125000 Penalty: 4667.933594
	Iteration 16Q: 3 clusters Score -956697.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -956756.625000 Penalty: 4667.933594
	Iteration 17Q: 3 clusters Score -956756.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -956797.562500 Penalty: 4667.933594
	Iteration 18Q: 3 clusters Score -956797.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -956817.500000 Penalty: 4667.933594
	Iteration 19Q: 3 clusters Score -956817.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -956832.125000 Penalty: 4667.933594
	Iteration 20F: 3 clusters Score -956832.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -956847.375000 Penalty: 4667.933594
	Iteration 21Q: 3 clusters Score -956847.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -956857.875000 Penalty: 4667.933594
	Iteration 22Q: 3 clusters Score -956857.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -956871.687500 Penalty: 4667.933594
	Iteration 23Q: 3 clusters Score -956871.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -956879.062500 Penalty: 4667.933594
	Iteration 24Q: 3 clusters Score -956879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -956886.437500 Penalty: 4667.933594
	Iteration 25Q: 3 clusters Score -956886.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -956895.812500 Penalty: 4667.933594
	Iteration 26Q: 3 clusters Score -956895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -956903.062500 Penalty: 4667.933594
	Iteration 27Q: 3 clusters Score -956903.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -956910.750000 Penalty: 4667.933594
	Iteration 28Q: 3 clusters Score -956910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -956917.375000 Penalty: 4667.933594
	Iteration 29Q: 3 clusters Score -956917.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -956924.937500 Penalty: 4667.933594
	Iteration 30Q: 3 clusters Score -956924.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -956930.937500 Penalty: 4667.933594
	Iteration 31Q: 3 clusters Score -956930.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -956935.062500 Penalty: 4667.933594
	Iteration 32Q: 3 clusters Score -956935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -956937.937500 Penalty: 4667.933594
	Iteration 33Q: 3 clusters Score -956937.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -956944.875000 Penalty: 4667.933594
	Iteration 34Q: 3 clusters Score -956944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -956950.687500 Penalty: 4667.933594
	Iteration 35Q: 3 clusters Score -956950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -956957.812500 Penalty: 4667.933594
	Iteration 36Q: 3 clusters Score -956957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -956967.000000 Penalty: 4667.933594
	Iteration 37Q: 3 clusters Score -956967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -956975.250000 Penalty: 4667.933594
	Iteration 38Q: 3 clusters Score -956975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -956988.875000 Penalty: 4667.933594
	Iteration 39Q: 3 clusters Score -956988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -956997.687500 Penalty: 4667.933594
	Iteration 40F: 3 clusters Score -956997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -957002.875000 Penalty: 4667.933594
	Iteration 41Q: 3 clusters Score -957002.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -957002.625000 Penalty: 4667.933594
	Iteration 42Q: 3 clusters Score -957002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -957003.500000 Penalty: 4667.933594
	Iteration 43Q: 3 clusters Score -957003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -957005.000000 Penalty: 4667.933594
	Iteration 44Q: 3 clusters Score -957005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -957005.000000 Penalty: 4667.933594
	Iteration 45F: 3 clusters Score -957005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Entering Unmasked Estep 
Score: -9953682.000000 Penalty: 2906.278809
	Iteration 0F: 2 clusters Score -9953682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -9871173.000000 Penalty: 5812.557617
	Iteration 0F: 3 clusters Score -9871173 nChanged 58483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -9904704.000000 Penalty: 5812.557617
	Iteration 1F: 3 clusters Score -9904704 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -9905523.000000 Penalty: 5812.557617
	Iteration 2Q: 3 clusters Score -9905523 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -9906431.000000 Penalty: 5812.557617
	Iteration 3Q: 3 clusters Score -9906431 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -9907562.000000 Penalty: 5812.557617
	Iteration 4Q: 3 clusters Score -9907562 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -9909242.000000 Penalty: 5812.557617
	Iteration 5Q: 3 clusters Score -9909242 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -9912055.000000 Penalty: 5812.557617
	Iteration 6Q: 3 clusters Score -9912055 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -9916293.000000 Penalty: 5812.557617
	Iteration 7F: 3 clusters Score -9916293 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -9922361.000000 Penalty: 5812.557617
	Iteration 8F: 3 clusters Score -9922361 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -9929986.000000 Penalty: 5812.557617
	Iteration 9F: 3 clusters Score -9929986 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -9937998.000000 Penalty: 5812.557617
	Iteration 10F: 3 clusters Score -9937998 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -9944307.000000 Penalty: 5812.557617
	Iteration 11F: 3 clusters Score -9944307 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119279 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9948041.000000 Penalty: 5812.557617
	Iteration 12Q: 3 clusters Score -9948041 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9949781.000000 Penalty: 5812.557617
	Iteration 13Q: 3 clusters Score -9949781 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122087 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9950502.000000 Penalty: 5812.557617
	Iteration 14Q: 3 clusters Score -9950502 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9950830.000000 Penalty: 5812.557617
	Iteration 15Q: 3 clusters Score -9950830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9950961.000000 Penalty: 5812.557617
	Iteration 16Q: 3 clusters Score -9950961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9951024.000000 Penalty: 5812.557617
	Iteration 17Q: 3 clusters Score -9951024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9951064.000000 Penalty: 5812.557617
	Iteration 18Q: 3 clusters Score -9951064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9951106.000000 Penalty: 5812.557617
	Iteration 19Q: 3 clusters Score -9951106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122565 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9951117.000000 Penalty: 5812.557617
	Iteration 20F: 3 clusters Score -9951117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122569 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9951134.000000 Penalty: 5812.557617
	Iteration 21Q: 3 clusters Score -9951134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9951138.000000 Penalty: 5812.557617
	Iteration 22Q: 3 clusters Score -9951138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9951151.000000 Penalty: 5812.557617
	Iteration 23Q: 3 clusters Score -9951151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9951156.000000 Penalty: 5812.557617
	Iteration 24Q: 3 clusters Score -9951156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9951161.000000 Penalty: 5812.557617
	Iteration 25Q: 3 clusters Score -9951161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9951155.000000 Penalty: 5812.557617
	Iteration 26Q: 3 clusters Score -9951155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122582 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9951168.000000 Penalty: 5812.557617
	Iteration 27Q: 3 clusters Score -9951168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9951171.000000 Penalty: 5812.557617
	Iteration 28Q: 3 clusters Score -9951171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9951178.000000 Penalty: 5812.557617
	Iteration 29Q: 3 clusters Score -9951178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122587 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9951184.000000 Penalty: 5812.557617
	Iteration 30Q: 3 clusters Score -9951184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9951186.000000 Penalty: 5812.557617
	Iteration 31Q: 3 clusters Score -9951186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122585 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9951183.000000 Penalty: 5812.557617
	Iteration 32Q: 3 clusters Score -9951183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122585 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9951183.000000 Penalty: 5812.557617
	Iteration 33F: 3 clusters Score -9951183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Entering Unmasked Estep 
Score: -13457964.000000 Penalty: 2976.855225
	Iteration 0F: 2 clusters Score -1.345796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -13348341.000000 Penalty: 5953.710449
	Iteration 0F: 3 clusters Score -1.334834e+07 nChanged 78326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -13394357.000000 Penalty: 5953.710449
	Iteration 1F: 3 clusters Score -1.339436e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -13395897.000000 Penalty: 5953.710449
	Iteration 2Q: 3 clusters Score -1.33959e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -13398406.000000 Penalty: 5953.710449
	Iteration 3Q: 3 clusters Score -1.339841e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -13402784.000000 Penalty: 5953.710449
	Iteration 4F: 3 clusters Score -1.340278e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -13409853.000000 Penalty: 5953.710449
	Iteration 5F: 3 clusters Score -1.340985e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -13419658.000000 Penalty: 5953.710449
	Iteration 6F: 3 clusters Score -1.341966e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133216 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -13430070.000000 Penalty: 5953.710449
	Iteration 7F: 3 clusters Score -1.343007e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -13439057.000000 Penalty: 5953.710449
	Iteration 8F: 3 clusters Score -1.343906e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -13445712.000000 Penalty: 5953.710449
	Iteration 9Q: 3 clusters Score -1.344571e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -13450269.000000 Penalty: 5953.710449
	Iteration 10Q: 3 clusters Score -1.345027e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -13452844.000000 Penalty: 5953.710449
	Iteration 11Q: 3 clusters Score -1.345284e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -13454235.000000 Penalty: 5953.710449
	Iteration 12Q: 3 clusters Score -1.345424e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -13454756.000000 Penalty: 5953.710449
	Iteration 13Q: 3 clusters Score -1.345476e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -13455105.000000 Penalty: 5953.710449
	Iteration 14Q: 3 clusters Score -1.34551e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161474 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -13455283.000000 Penalty: 5953.710449
	Iteration 15Q: 3 clusters Score -1.345528e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161578 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -13455397.000000 Penalty: 5953.710449
	Iteration 16Q: 3 clusters Score -1.34554e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161643 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13455477.000000 Penalty: 5953.710449
	Iteration 17Q: 3 clusters Score -1.345548e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13455516.000000 Penalty: 5953.710449
	Iteration 18Q: 3 clusters Score -1.345552e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161750 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13455507.000000 Penalty: 5953.710449
	Iteration 19Q: 3 clusters Score -1.345551e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13455530.000000 Penalty: 5953.710449
	Iteration 20F: 3 clusters Score -1.345553e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13455541.000000 Penalty: 5953.710449
	Iteration 21Q: 3 clusters Score -1.345554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13455558.000000 Penalty: 5953.710449
	Iteration 22Q: 3 clusters Score -1.345556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13455572.000000 Penalty: 5953.710449
	Iteration 23Q: 3 clusters Score -1.345557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161932 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -13455578.000000 Penalty: 5953.710449
	Iteration 24Q: 3 clusters Score -1.345558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161955 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13455606.000000 Penalty: 5953.710449
	Iteration 25Q: 3 clusters Score -1.345561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13455609.000000 Penalty: 5953.710449
	Iteration 26Q: 3 clusters Score -1.345561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161984 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -13455620.000000 Penalty: 5953.710449
	Iteration 27Q: 3 clusters Score -1.345562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13455618.000000 Penalty: 5953.710449
	Iteration 28Q: 3 clusters Score -1.345562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13455610.000000 Penalty: 5953.710449
	Iteration 29Q: 3 clusters Score -1.345561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13455613.000000 Penalty: 5953.710449
	Iteration 30Q: 3 clusters Score -1.345561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162003 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13455615.000000 Penalty: 5953.710449
	Iteration 31Q: 3 clusters Score -1.345562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -13455611.000000 Penalty: 5953.710449
	Iteration 32Q: 3 clusters Score -1.345561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13455609.000000 Penalty: 5953.710449
	Iteration 33Q: 3 clusters Score -1.345561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13455627.000000 Penalty: 5953.710449
	Iteration 34Q: 3 clusters Score -1.345563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162021 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13455631.000000 Penalty: 5953.710449
	Iteration 35Q: 3 clusters Score -1.345563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162026 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -13455631.000000 Penalty: 5953.710449
	Iteration 36Q: 3 clusters Score -1.345563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162034 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -13455629.000000 Penalty: 5953.710449
	Iteration 37Q: 3 clusters Score -1.345563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162038 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13455634.000000 Penalty: 5953.710449
	Iteration 38Q: 3 clusters Score -1.345563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162037 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13455634.000000 Penalty: 5953.710449
	Iteration 39Q: 3 clusters Score -1.345563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162037 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -13455634.000000 Penalty: 5953.710449
	Iteration 40F: 3 clusters Score -1.345563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -188674.390625 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -188674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -185735.671875 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -185735.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -186297.781250 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -186297.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -186482.562500 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -186482.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -186680.562500 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -186680.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -186822.515625 Penalty: 3882.707031
	Iteration 4F: 3 clusters Score -186822.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -186934.812500 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -186934.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -187046.828125 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -187046.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -187170.531250 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -187170.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -187299.265625 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -187299.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -187415.937500 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -187415.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -187515.953125 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -187516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -187603.875000 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -187603.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -187681.281250 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -187681.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -187755.609375 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -187755.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -187813.015625 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -187813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -187857.296875 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -187857.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -187898.437500 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -187898.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -187929.781250 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -187929.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -187949.765625 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -187949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -187959.781250 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -187959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -187966.984375 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -187967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -187973.437500 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -187973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -187981.656250 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -187981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -187988.281250 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -187988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -187989.687500 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -187989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -187990.812500 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -187990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -187991.953125 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -187992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -187992.593750 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -187992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -187992.593750 Penalty: 3882.707031
	Iteration 28F: 3 clusters Score -187992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Entering Unmasked Estep 
Score: -3072795.500000 Penalty: 2616.591797
	Iteration 0F: 2 clusters Score -3072796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3046886.250000 Penalty: 5233.183594
	Iteration 0F: 3 clusters Score -3046886 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3056524.250000 Penalty: 5233.183594
	Iteration 1F: 3 clusters Score -3056524 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3057190.250000 Penalty: 5233.183594
	Iteration 2Q: 3 clusters Score -3057190 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3057860.750000 Penalty: 5233.183594
	Iteration 3Q: 3 clusters Score -3057861 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3058639.250000 Penalty: 5233.183594
	Iteration 4Q: 3 clusters Score -3058639 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3059509.250000 Penalty: 5233.183594
	Iteration 5Q: 3 clusters Score -3059509 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3060572.750000 Penalty: 5233.183594
	Iteration 6F: 3 clusters Score -3060573 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3061888.750000 Penalty: 5233.183594
	Iteration 7F: 3 clusters Score -3061889 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3063439.750000 Penalty: 5233.183594
	Iteration 8F: 3 clusters Score -3063440 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3064980.250000 Penalty: 5233.183594
	Iteration 9F: 3 clusters Score -3064980 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3066375.250000 Penalty: 5233.183594
	Iteration 10Q: 3 clusters Score -3066375 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3067214.000000 Penalty: 5233.183594
	Iteration 11Q: 3 clusters Score -3067214 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3067747.500000 Penalty: 5233.183594
	Iteration 12Q: 3 clusters Score -3067748 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3068071.500000 Penalty: 5233.183594
	Iteration 13Q: 3 clusters Score -3068072 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3068329.500000 Penalty: 5233.183594
	Iteration 14Q: 3 clusters Score -3068330 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3068560.000000 Penalty: 5233.183594
	Iteration 15Q: 3 clusters Score -3068560 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3068758.000000 Penalty: 5233.183594
	Iteration 16Q: 3 clusters Score -3068758 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3068941.250000 Penalty: 5233.183594
	Iteration 17Q: 3 clusters Score -3068941 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3069133.500000 Penalty: 5233.183594
	Iteration 18Q: 3 clusters Score -3069134 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3069331.750000 Penalty: 5233.183594
	Iteration 19Q: 3 clusters Score -3069332 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3069500.000000 Penalty: 5233.183594
	Iteration 20F: 3 clusters Score -3069500 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3069673.250000 Penalty: 5233.183594
	Iteration 21Q: 3 clusters Score -3069673 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -3069818.750000 Penalty: 5233.183594
	Iteration 22Q: 3 clusters Score -3069819 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -3069979.750000 Penalty: 5233.183594
	Iteration 23Q: 3 clusters Score -3069980 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -3070127.500000 Penalty: 5233.183594
	Iteration 24Q: 3 clusters Score -3070128 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3070237.000000 Penalty: 5233.183594
	Iteration 25Q: 3 clusters Score -3070237 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -3070331.000000 Penalty: 5233.183594
	Iteration 26Q: 3 clusters Score -3070331 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -3070409.750000 Penalty: 5233.183594
	Iteration 27Q: 3 clusters Score -3070410 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3070492.250000 Penalty: 5233.183594
	Iteration 28Q: 3 clusters Score -3070492 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3070541.750000 Penalty: 5233.183594
	Iteration 29Q: 3 clusters Score -3070542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3070569.500000 Penalty: 5233.183594
	Iteration 30Q: 3 clusters Score -3070570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -3070601.250000 Penalty: 5233.183594
	Iteration 31Q: 3 clusters Score -3070601 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3070612.000000 Penalty: 5233.183594
	Iteration 32Q: 3 clusters Score -3070612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -3070647.000000 Penalty: 5233.183594
	Iteration 33Q: 3 clusters Score -3070647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -3070655.500000 Penalty: 5233.183594
	Iteration 34Q: 3 clusters Score -3070656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3070668.500000 Penalty: 5233.183594
	Iteration 35Q: 3 clusters Score -3070668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3070677.250000 Penalty: 5233.183594
	Iteration 36Q: 3 clusters Score -3070677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -3070690.750000 Penalty: 5233.183594
	Iteration 37Q: 3 clusters Score -3070691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -3070705.750000 Penalty: 5233.183594
	Iteration 38Q: 3 clusters Score -3070706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -3070717.000000 Penalty: 5233.183594
	Iteration 39Q: 3 clusters Score -3070717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -3070727.750000 Penalty: 5233.183594
	Iteration 40F: 3 clusters Score -3070728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3070737.750000 Penalty: 5233.183594
	Iteration 41Q: 3 clusters Score -3070738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -3070759.750000 Penalty: 5233.183594
	Iteration 42Q: 3 clusters Score -3070760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -3070772.250000 Penalty: 5233.183594
	Iteration 43Q: 3 clusters Score -3070772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -3070781.250000 Penalty: 5233.183594
	Iteration 44Q: 3 clusters Score -3070781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -3070783.750000 Penalty: 5233.183594
	Iteration 45Q: 3 clusters Score -3070784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -3070796.500000 Penalty: 5233.183594
	Iteration 46Q: 3 clusters Score -3070796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -3070797.000000 Penalty: 5233.183594
	Iteration 47Q: 3 clusters Score -3070797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3070798.500000 Penalty: 5233.183594
	Iteration 48Q: 3 clusters Score -3070798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3070801.000000 Penalty: 5233.183594
	Iteration 49Q: 3 clusters Score -3070801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -3070806.000000 Penalty: 5233.183594
	Iteration 50Q: 3 clusters Score -3070806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -3070811.500000 Penalty: 5233.183594
	Iteration 51Q: 3 clusters Score -3070812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -3070818.250000 Penalty: 5233.183594
	Iteration 52Q: 3 clusters Score -3070818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -3070818.500000 Penalty: 5233.183594
	Iteration 53Q: 3 clusters Score -3070818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -3070824.250000 Penalty: 5233.183594
	Iteration 54Q: 3 clusters Score -3070824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -3070819.250000 Penalty: 5233.183594
	Iteration 55Q: 3 clusters Score -3070819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3070824.000000 Penalty: 5233.183594
	Iteration 56Q: 3 clusters Score -3070824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -3070823.750000 Penalty: 5233.183594
	Iteration 57Q: 3 clusters Score -3070824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -3070827.000000 Penalty: 5233.183594
	Iteration 58Q: 3 clusters Score -3070827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -3070830.750000 Penalty: 5233.183594
	Iteration 59Q: 3 clusters Score -3070831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -3070832.000000 Penalty: 5233.183594
	Iteration 60F: 3 clusters Score -3070832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -3070831.500000 Penalty: 5233.183594
	Iteration 61Q: 3 clusters Score -3070832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -3070832.000000 Penalty: 5233.183594
	Iteration 62Q: 3 clusters Score -3070832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -3070830.750000 Penalty: 5233.183594
	Iteration 63Q: 3 clusters Score -3070831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -3070831.000000 Penalty: 5233.183594
	Iteration 64Q: 3 clusters Score -3070831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -3070834.250000 Penalty: 5233.183594
	Iteration 65Q: 3 clusters Score -3070834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -3070832.500000 Penalty: 5233.183594
	Iteration 66Q: 3 clusters Score -3070832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3070831.250000 Penalty: 5233.183594
	Iteration 67Q: 3 clusters Score -3070831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -3070831.250000 Penalty: 5233.183594
	Iteration 68Q: 3 clusters Score -3070831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -3070836.000000 Penalty: 5233.183594
	Iteration 69Q: 3 clusters Score -3070836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -3070838.750000 Penalty: 5233.183594
	Iteration 70Q: 3 clusters Score -3070839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -3070838.750000 Penalty: 5233.183594
	Iteration 71F: 3 clusters Score -3070839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -603289.125000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -603289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -597049.687500 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -597049.7 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -598671.062500 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -598671.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -598949.562500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -598949.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -599152.437500 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -599152.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -599293.625000 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -599293.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -599392.187500 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -599392.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -599471.375000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -599471.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -599547.000000 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -599547 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -599618.625000 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -599618.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -599686.375000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -599686.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -599755.312500 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -599755.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -599825.562500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -599825.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -599891.437500 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -599891.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -599949.437500 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -599949.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -600011.062500 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -600011.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -600068.125000 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -600068.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -600131.000000 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -600131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -600201.812500 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -600201.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -600277.500000 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -600277.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -600323.687500 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -600323.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -600367.750000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -600367.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -600408.812500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -600408.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -600446.250000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -600446.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -600490.687500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -600490.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -600539.562500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -600539.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -600581.375000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -600581.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -600624.937500 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -600624.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -600670.875000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -600670.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -600715.687500 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -600715.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -600757.250000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -600757.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -600792.562500 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -600792.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -600821.625000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -600821.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -600849.000000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -600849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -600868.062500 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -600868.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -600887.062500 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -600887.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -600903.875000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -600903.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -600920.562500 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -600920.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -600936.187500 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -600936.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -600957.125000 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -600957.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -600975.062500 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -600975.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -600993.625000 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -600993.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -601011.500000 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -601011.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -601027.062500 Penalty: 4439.721680
	Iteration 42Q: 3 clusters Score -601027.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -601043.875000 Penalty: 4439.721680
	Iteration 43Q: 3 clusters Score -601043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -601058.375000 Penalty: 4439.721680
	Iteration 44Q: 3 clusters Score -601058.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -601070.437500 Penalty: 4439.721680
	Iteration 45Q: 3 clusters Score -601070.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -601082.687500 Penalty: 4439.721680
	Iteration 46Q: 3 clusters Score -601082.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -601095.062500 Penalty: 4439.721680
	Iteration 47Q: 3 clusters Score -601095.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -601111.687500 Penalty: 4439.721680
	Iteration 48Q: 3 clusters Score -601111.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -601131.250000 Penalty: 4439.721680
	Iteration 49Q: 3 clusters Score -601131.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -601149.437500 Penalty: 4439.721680
	Iteration 50Q: 3 clusters Score -601149.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -601162.937500 Penalty: 4439.721680
	Iteration 51Q: 3 clusters Score -601162.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -601175.812500 Penalty: 4439.721680
	Iteration 52Q: 3 clusters Score -601175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -601188.312500 Penalty: 4439.721680
	Iteration 53Q: 3 clusters Score -601188.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -601199.562500 Penalty: 4439.721680
	Iteration 54Q: 3 clusters Score -601199.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -601205.562500 Penalty: 4439.721680
	Iteration 55Q: 3 clusters Score -601205.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -601210.312500 Penalty: 4439.721680
	Iteration 56Q: 3 clusters Score -601210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -601213.062500 Penalty: 4439.721680
	Iteration 57Q: 3 clusters Score -601213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -601219.000000 Penalty: 4439.721680
	Iteration 58Q: 3 clusters Score -601219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -601223.125000 Penalty: 4439.721680
	Iteration 59Q: 3 clusters Score -601223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -601226.062500 Penalty: 4439.721680
	Iteration 60F: 3 clusters Score -601226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -601232.062500 Penalty: 4439.721680
	Iteration 61Q: 3 clusters Score -601232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -601233.312500 Penalty: 4439.721680
	Iteration 62Q: 3 clusters Score -601233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -601234.000000 Penalty: 4439.721680
	Iteration 63Q: 3 clusters Score -601234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -601236.312500 Penalty: 4439.721680
	Iteration 64Q: 3 clusters Score -601236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -601236.375000 Penalty: 4439.721680
	Iteration 65Q: 3 clusters Score -601236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -601238.437500 Penalty: 4439.721680
	Iteration 66Q: 3 clusters Score -601238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -601238.937500 Penalty: 4439.721680
	Iteration 67Q: 3 clusters Score -601238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -601239.687500 Penalty: 4439.721680
	Iteration 68Q: 3 clusters Score -601239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -601240.375000 Penalty: 4439.721680
	Iteration 69Q: 3 clusters Score -601240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -601239.875000 Penalty: 4439.721680
	Iteration 70Q: 3 clusters Score -601239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -601240.750000 Penalty: 4439.721680
	Iteration 71Q: 3 clusters Score -601240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -601241.437500 Penalty: 4439.721680
	Iteration 72Q: 3 clusters Score -601241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -601242.750000 Penalty: 4439.721680
	Iteration 73Q: 3 clusters Score -601242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -601242.750000 Penalty: 4439.721680
	Iteration 74F: 3 clusters Score -601242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Entering Unmasked Estep 
Score: -1821055.500000 Penalty: 2446.018555
	Iteration 0F: 2 clusters Score -1821056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1807590.250000 Penalty: 4892.037109
	Iteration 0F: 3 clusters Score -1807590 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1812234.625000 Penalty: 4892.037109
	Iteration 1F: 3 clusters Score -1812235 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1812854.500000 Penalty: 4892.037109
	Iteration 2F: 3 clusters Score -1812854 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1813490.500000 Penalty: 4892.037109
	Iteration 3F: 3 clusters Score -1813490 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1814113.500000 Penalty: 4892.037109
	Iteration 4F: 3 clusters Score -1814114 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1814667.250000 Penalty: 4892.037109
	Iteration 5F: 3 clusters Score -1814667 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1815150.875000 Penalty: 4892.037109
	Iteration 6Q: 3 clusters Score -1815151 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1815616.500000 Penalty: 4892.037109
	Iteration 7Q: 3 clusters Score -1815616 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1816022.875000 Penalty: 4892.037109
	Iteration 8Q: 3 clusters Score -1816023 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1816384.000000 Penalty: 4892.037109
	Iteration 9Q: 3 clusters Score -1816384 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1816658.250000 Penalty: 4892.037109
	Iteration 10Q: 3 clusters Score -1816658 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1816885.250000 Penalty: 4892.037109
	Iteration 11Q: 3 clusters Score -1816885 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1817048.500000 Penalty: 4892.037109
	Iteration 12Q: 3 clusters Score -1817048 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1817173.000000 Penalty: 4892.037109
	Iteration 13Q: 3 clusters Score -1817173 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1817273.375000 Penalty: 4892.037109
	Iteration 14Q: 3 clusters Score -1817273 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1817341.250000 Penalty: 4892.037109
	Iteration 15Q: 3 clusters Score -1817341 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1817386.375000 Penalty: 4892.037109
	Iteration 16Q: 3 clusters Score -1817386 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1817424.500000 Penalty: 4892.037109
	Iteration 17Q: 3 clusters Score -1817424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1817469.125000 Penalty: 4892.037109
	Iteration 18Q: 3 clusters Score -1817469 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1817512.125000 Penalty: 4892.037109
	Iteration 19Q: 3 clusters Score -1817512 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1817550.000000 Penalty: 4892.037109
	Iteration 20F: 3 clusters Score -1817550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1817601.750000 Penalty: 4892.037109
	Iteration 21Q: 3 clusters Score -1817602 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1817654.250000 Penalty: 4892.037109
	Iteration 22Q: 3 clusters Score -1817654 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1817710.625000 Penalty: 4892.037109
	Iteration 23Q: 3 clusters Score -1817711 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1817752.875000 Penalty: 4892.037109
	Iteration 24Q: 3 clusters Score -1817753 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1817802.000000 Penalty: 4892.037109
	Iteration 25Q: 3 clusters Score -1817802 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1817867.875000 Penalty: 4892.037109
	Iteration 26Q: 3 clusters Score -1817868 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1817927.125000 Penalty: 4892.037109
	Iteration 27Q: 3 clusters Score -1817927 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1817976.375000 Penalty: 4892.037109
	Iteration 28Q: 3 clusters Score -1817976 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1818050.000000 Penalty: 4892.037109
	Iteration 29Q: 3 clusters Score -1818050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1818109.250000 Penalty: 4892.037109
	Iteration 30Q: 3 clusters Score -1818109 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1818173.750000 Penalty: 4892.037109
	Iteration 31Q: 3 clusters Score -1818174 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1818229.500000 Penalty: 4892.037109
	Iteration 32Q: 3 clusters Score -1818230 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1818324.625000 Penalty: 4892.037109
	Iteration 33Q: 3 clusters Score -1818325 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1818419.125000 Penalty: 4892.037109
	Iteration 34Q: 3 clusters Score -1818419 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1818559.000000 Penalty: 4892.037109
	Iteration 35Q: 3 clusters Score -1818559 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1818696.875000 Penalty: 4892.037109
	Iteration 36Q: 3 clusters Score -1818697 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1818884.625000 Penalty: 4892.037109
	Iteration 37Q: 3 clusters Score -1818885 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1819107.375000 Penalty: 4892.037109
	Iteration 38Q: 3 clusters Score -1819107 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1819311.875000 Penalty: 4892.037109
	Iteration 39Q: 3 clusters Score -1819312 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1819497.250000 Penalty: 4892.037109
	Iteration 40F: 3 clusters Score -1819497 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1819626.500000 Penalty: 4892.037109
	Iteration 41Q: 3 clusters Score -1819626 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1819735.125000 Penalty: 4892.037109
	Iteration 42Q: 3 clusters Score -1819735 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1819830.875000 Penalty: 4892.037109
	Iteration 43Q: 3 clusters Score -1819831 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1819890.625000 Penalty: 4892.037109
	Iteration 44Q: 3 clusters Score -1819891 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1819934.250000 Penalty: 4892.037109
	Iteration 45Q: 3 clusters Score -1819934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1819962.750000 Penalty: 4892.037109
	Iteration 46Q: 3 clusters Score -1819963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1819969.875000 Penalty: 4892.037109
	Iteration 47Q: 3 clusters Score -1819970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1819981.250000 Penalty: 4892.037109
	Iteration 48Q: 3 clusters Score -1819981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1819992.500000 Penalty: 4892.037109
	Iteration 49Q: 3 clusters Score -1819992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1820003.875000 Penalty: 4892.037109
	Iteration 50Q: 3 clusters Score -1820004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1820005.750000 Penalty: 4892.037109
	Iteration 51Q: 3 clusters Score -1820006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1820008.125000 Penalty: 4892.037109
	Iteration 52Q: 3 clusters Score -1820008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1820009.625000 Penalty: 4892.037109
	Iteration 53Q: 3 clusters Score -1820010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1820013.750000 Penalty: 4892.037109
	Iteration 54Q: 3 clusters Score -1820014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1820017.000000 Penalty: 4892.037109
	Iteration 55Q: 3 clusters Score -1820017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1820020.000000 Penalty: 4892.037109
	Iteration 56Q: 3 clusters Score -1820020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1820021.750000 Penalty: 4892.037109
	Iteration 57Q: 3 clusters Score -1820022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1820027.125000 Penalty: 4892.037109
	Iteration 58Q: 3 clusters Score -1820027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1820032.000000 Penalty: 4892.037109
	Iteration 59Q: 3 clusters Score -1820032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1820031.750000 Penalty: 4892.037109
	Iteration 60F: 3 clusters Score -1820032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1820032.625000 Penalty: 4892.037109
	Iteration 61Q: 3 clusters Score -1820033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1820035.125000 Penalty: 4892.037109
	Iteration 62Q: 3 clusters Score -1820035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1820036.500000 Penalty: 4892.037109
	Iteration 63Q: 3 clusters Score -1820036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1820038.375000 Penalty: 4892.037109
	Iteration 64Q: 3 clusters Score -1820038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1820039.625000 Penalty: 4892.037109
	Iteration 65Q: 3 clusters Score -1820040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1820039.875000 Penalty: 4892.037109
	Iteration 66Q: 3 clusters Score -1820040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1820039.875000 Penalty: 4892.037109
	Iteration 67F: 3 clusters Score -1820040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125253 members 
Entering Unmasked Estep 
Score: -10099018.000000 Penalty: 2911.046387
	Iteration 0F: 2 clusters Score -1.009902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -10015230.000000 Penalty: 5822.092773
	Iteration 0F: 3 clusters Score -1.001523e+07 nChanged 59653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -10049234.000000 Penalty: 5822.092773
	Iteration 1F: 3 clusters Score -1.004923e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -10049793.000000 Penalty: 5822.092773
	Iteration 2Q: 3 clusters Score -1.004979e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -10050373.000000 Penalty: 5822.092773
	Iteration 3Q: 3 clusters Score -1.005037e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -10051230.000000 Penalty: 5822.092773
	Iteration 4Q: 3 clusters Score -1.005123e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -10052102.000000 Penalty: 5822.092773
	Iteration 5Q: 3 clusters Score -1.00521e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -10053168.000000 Penalty: 5822.092773
	Iteration 6Q: 3 clusters Score -1.005317e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -10054446.000000 Penalty: 5822.092773
	Iteration 7Q: 3 clusters Score -1.005445e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -10056641.000000 Penalty: 5822.092773
	Iteration 8Q: 3 clusters Score -1.005664e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -10060025.000000 Penalty: 5822.092773
	Iteration 9F: 3 clusters Score -1.006002e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -10065151.000000 Penalty: 5822.092773
	Iteration 10F: 3 clusters Score -1.006515e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -10071680.000000 Penalty: 5822.092773
	Iteration 11F: 3 clusters Score -1.007168e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -10079061.000000 Penalty: 5822.092773
	Iteration 12F: 3 clusters Score -1.007906e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -10085783.000000 Penalty: 5822.092773
	Iteration 13F: 3 clusters Score -1.008578e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -10090703.000000 Penalty: 5822.092773
	Iteration 14Q: 3 clusters Score -1.00907e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -10093623.000000 Penalty: 5822.092773
	Iteration 15Q: 3 clusters Score -1.009362e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 121179 members 
Entering Unmasked Estep 
Score: -10095122.000000 Penalty: 5822.092773
	Iteration 16Q: 3 clusters Score -1.009512e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -10095856.000000 Penalty: 5822.092773
	Iteration 17Q: 3 clusters Score -1.009586e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 122590 members 
Entering Unmasked Estep 
Score: -10096188.000000 Penalty: 5822.092773
	Iteration 18Q: 3 clusters Score -1.009619e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 122935 members 
Entering Unmasked Estep 
Score: -10096434.000000 Penalty: 5822.092773
	Iteration 19Q: 3 clusters Score -1.009643e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -10096618.000000 Penalty: 5822.092773
	Iteration 20F: 3 clusters Score -1.009662e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -10096742.000000 Penalty: 5822.092773
	Iteration 21Q: 3 clusters Score -1.009674e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -10096805.000000 Penalty: 5822.092773
	Iteration 22Q: 3 clusters Score -1.00968e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -10096853.000000 Penalty: 5822.092773
	Iteration 23Q: 3 clusters Score -1.009685e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -10096880.000000 Penalty: 5822.092773
	Iteration 24Q: 3 clusters Score -1.009688e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -10096938.000000 Penalty: 5822.092773
	Iteration 25Q: 3 clusters Score -1.009694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -10096950.000000 Penalty: 5822.092773
	Iteration 26Q: 3 clusters Score -1.009695e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 123870 members 
Entering Unmasked Estep 
Score: -10096965.000000 Penalty: 5822.092773
	Iteration 27Q: 3 clusters Score -1.009696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 123898 members 
Entering Unmasked Estep 
Score: -10097015.000000 Penalty: 5822.092773
	Iteration 28Q: 3 clusters Score -1.009702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -10097040.000000 Penalty: 5822.092773
	Iteration 29Q: 3 clusters Score -1.009704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 123963 members 
Entering Unmasked Estep 
Score: -10097078.000000 Penalty: 5822.092773
	Iteration 30Q: 3 clusters Score -1.009708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 123977 members 
Entering Unmasked Estep 
Score: -10097086.000000 Penalty: 5822.092773
	Iteration 31Q: 3 clusters Score -1.009709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 123996 members 
Entering Unmasked Estep 
Score: -10097103.000000 Penalty: 5822.092773
	Iteration 32Q: 3 clusters Score -1.00971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 124018 members 
Entering Unmasked Estep 
Score: -10097123.000000 Penalty: 5822.092773
	Iteration 33Q: 3 clusters Score -1.009712e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -10097144.000000 Penalty: 5822.092773
	Iteration 34Q: 3 clusters Score -1.009714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -10097159.000000 Penalty: 5822.092773
	Iteration 35Q: 3 clusters Score -1.009716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 124068 members 
Entering Unmasked Estep 
Score: -10097162.000000 Penalty: 5822.092773
	Iteration 36Q: 3 clusters Score -1.009716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -10097191.000000 Penalty: 5822.092773
	Iteration 37Q: 3 clusters Score -1.009719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -10097199.000000 Penalty: 5822.092773
	Iteration 38Q: 3 clusters Score -1.00972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 124089 members 
Entering Unmasked Estep 
Score: -10097198.000000 Penalty: 5822.092773
	Iteration 39Q: 3 clusters Score -1.00972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -10097209.000000 Penalty: 5822.092773
	Iteration 40F: 3 clusters Score -1.009721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -10097198.000000 Penalty: 5822.092773
	Iteration 41Q: 3 clusters Score -1.00972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -10097202.000000 Penalty: 5822.092773
	Iteration 42Q: 3 clusters Score -1.00972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 124098 members 
Entering Unmasked Estep 
Score: -10097201.000000 Penalty: 5822.092773
	Iteration 43Q: 3 clusters Score -1.00972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -10097211.000000 Penalty: 5822.092773
	Iteration 44Q: 3 clusters Score -1.009721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -10097218.000000 Penalty: 5822.092773
	Iteration 45Q: 3 clusters Score -1.009722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -10097227.000000 Penalty: 5822.092773
	Iteration 46Q: 3 clusters Score -1.009723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -10097216.000000 Penalty: 5822.092773
	Iteration 47Q: 3 clusters Score -1.009722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -10097223.000000 Penalty: 5822.092773
	Iteration 48Q: 3 clusters Score -1.009722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -10097218.000000 Penalty: 5822.092773
	Iteration 49Q: 3 clusters Score -1.009722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -10097217.000000 Penalty: 5822.092773
	Iteration 50Q: 3 clusters Score -1.009722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -10097214.000000 Penalty: 5822.092773
	Iteration 51Q: 3 clusters Score -1.009721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 124119 members 
Entering Unmasked Estep 
Score: -10097218.000000 Penalty: 5822.092773
	Iteration 52Q: 3 clusters Score -1.009722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -10097236.000000 Penalty: 5822.092773
	Iteration 53Q: 3 clusters Score -1.009724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -10097231.000000 Penalty: 5822.092773
	Iteration 54Q: 3 clusters Score -1.009723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -10097240.000000 Penalty: 5822.092773
	Iteration 55Q: 3 clusters Score -1.009724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -10097238.000000 Penalty: 5822.092773
	Iteration 56Q: 3 clusters Score -1.009724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -10097232.000000 Penalty: 5822.092773
	Iteration 57Q: 3 clusters Score -1.009723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -10097229.000000 Penalty: 5822.092773
	Iteration 58Q: 3 clusters Score -1.009723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -10097236.000000 Penalty: 5822.092773
	Iteration 59Q: 3 clusters Score -1.009724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -10097233.000000 Penalty: 5822.092773
	Iteration 60F: 3 clusters Score -1.009723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -10097236.000000 Penalty: 5822.092773
	Iteration 61Q: 3 clusters Score -1.009724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -10097245.000000 Penalty: 5822.092773
	Iteration 62Q: 3 clusters Score -1.009724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -10097252.000000 Penalty: 5822.092773
	Iteration 63Q: 3 clusters Score -1.009725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -10097249.000000 Penalty: 5822.092773
	Iteration 64Q: 3 clusters Score -1.009725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -10097249.000000 Penalty: 5822.092773
	Iteration 65Q: 3 clusters Score -1.009725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -10097253.000000 Penalty: 5822.092773
	Iteration 66Q: 3 clusters Score -1.009725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -10097258.000000 Penalty: 5822.092773
	Iteration 67Q: 3 clusters Score -1.009726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -10097252.000000 Penalty: 5822.092773
	Iteration 68Q: 3 clusters Score -1.009725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -10097252.000000 Penalty: 5822.092773
	Iteration 69F: 3 clusters Score -1.009725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Entering Unmasked Estep 
Score: -3587399.250000 Penalty: 2652.305908
	Iteration 0F: 2 clusters Score -3587399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3557520.500000 Penalty: 5304.611816
	Iteration 0F: 3 clusters Score -3557520 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3568952.000000 Penalty: 5304.611816
	Iteration 1F: 3 clusters Score -3568952 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3569582.750000 Penalty: 5304.611816
	Iteration 2Q: 3 clusters Score -3569583 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3570308.000000 Penalty: 5304.611816
	Iteration 3Q: 3 clusters Score -3570308 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3571253.000000 Penalty: 5304.611816
	Iteration 4Q: 3 clusters Score -3571253 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3572539.250000 Penalty: 5304.611816
	Iteration 5F: 3 clusters Score -3572539 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3574346.500000 Penalty: 5304.611816
	Iteration 6F: 3 clusters Score -3574346 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3576825.000000 Penalty: 5304.611816
	Iteration 7F: 3 clusters Score -3576825 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3579502.750000 Penalty: 5304.611816
	Iteration 8F: 3 clusters Score -3579503 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3581934.500000 Penalty: 5304.611816
	Iteration 9F: 3 clusters Score -3581934 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3583592.500000 Penalty: 5304.611816
	Iteration 10Q: 3 clusters Score -3583592 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3584396.250000 Penalty: 5304.611816
	Iteration 11Q: 3 clusters Score -3584396 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3584704.000000 Penalty: 5304.611816
	Iteration 12Q: 3 clusters Score -3584704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3584860.750000 Penalty: 5304.611816
	Iteration 13Q: 3 clusters Score -3584861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3584939.250000 Penalty: 5304.611816
	Iteration 14Q: 3 clusters Score -3584939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3584976.250000 Penalty: 5304.611816
	Iteration 15Q: 3 clusters Score -3584976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3585004.000000 Penalty: 5304.611816
	Iteration 16Q: 3 clusters Score -3585004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3585018.000000 Penalty: 5304.611816
	Iteration 17Q: 3 clusters Score -3585018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3585031.500000 Penalty: 5304.611816
	Iteration 18Q: 3 clusters Score -3585032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3585043.250000 Penalty: 5304.611816
	Iteration 19Q: 3 clusters Score -3585043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3585051.250000 Penalty: 5304.611816
	Iteration 20F: 3 clusters Score -3585051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3585062.000000 Penalty: 5304.611816
	Iteration 21Q: 3 clusters Score -3585062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3585075.000000 Penalty: 5304.611816
	Iteration 22Q: 3 clusters Score -3585075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3585079.000000 Penalty: 5304.611816
	Iteration 23Q: 3 clusters Score -3585079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3585081.000000 Penalty: 5304.611816
	Iteration 24Q: 3 clusters Score -3585081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3585083.750000 Penalty: 5304.611816
	Iteration 25Q: 3 clusters Score -3585084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3585083.750000 Penalty: 5304.611816
	Iteration 26F: 3 clusters Score -3585084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Entering Unmasked Estep 
Score: -233887.375000 Penalty: 2047.187744
	Iteration 0F: 2 clusters Score -233887.4 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 1838 members 
Entering Unmasked Estep 
Score: -230130.140625 Penalty: 4094.375488
	Iteration 0F: 3 clusters Score -230130.1 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -231403.484375 Penalty: 4094.375488
	Iteration 1F: 3 clusters Score -231403.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -232115.000000 Penalty: 4094.375488
	Iteration 2F: 3 clusters Score -232115 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -232709.109375 Penalty: 4094.375488
	Iteration 3F: 3 clusters Score -232709.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -233201.609375 Penalty: 4094.375488
	Iteration 4F: 3 clusters Score -233201.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -233568.218750 Penalty: 4094.375488
	Iteration 5F: 3 clusters Score -233568.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -233790.062500 Penalty: 4094.375488
	Iteration 6Q: 3 clusters Score -233790.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -233909.578125 Penalty: 4094.375488
	Iteration 7Q: 3 clusters Score -233909.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -233971.859375 Penalty: 4094.375488
	Iteration 8Q: 3 clusters Score -233971.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -234034.593750 Penalty: 4094.375488
	Iteration 9Q: 3 clusters Score -234034.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -234088.890625 Penalty: 4094.375488
	Iteration 10Q: 3 clusters Score -234088.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -234151.218750 Penalty: 4094.375488
	Iteration 11Q: 3 clusters Score -234151.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -234204.156250 Penalty: 4094.375488
	Iteration 12Q: 3 clusters Score -234204.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -234245.406250 Penalty: 4094.375488
	Iteration 13Q: 3 clusters Score -234245.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -234268.656250 Penalty: 4094.375488
	Iteration 14Q: 3 clusters Score -234268.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -234280.171875 Penalty: 4094.375488
	Iteration 15Q: 3 clusters Score -234280.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -234285.484375 Penalty: 4094.375488
	Iteration 16Q: 3 clusters Score -234285.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -234290.718750 Penalty: 4094.375488
	Iteration 17Q: 3 clusters Score -234290.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -234293.875000 Penalty: 4094.375488
	Iteration 18Q: 3 clusters Score -234293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -234295.421875 Penalty: 4094.375488
	Iteration 19Q: 3 clusters Score -234295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -234295.843750 Penalty: 4094.375488
	Iteration 20F: 3 clusters Score -234295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -234296.921875 Penalty: 4094.375488
	Iteration 21Q: 3 clusters Score -234296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -234297.328125 Penalty: 4094.375488
	Iteration 22Q: 3 clusters Score -234297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -234297.328125 Penalty: 4094.375488
	Iteration 23F: 3 clusters Score -234297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Mstep: Class 70 contains 1668 members 
Entering Unmasked Estep 
Score: -150790496.000000 Penalty: 249840.625000
Splitting cluster 13 changes total score from -150790608.000000 to -150790496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -321683.125000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -321683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -317698.250000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -317698.2 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -318602.531250 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -318602.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -318786.343750 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -318786.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -318881.281250 Penalty: 4127.907715
	Iteration 3Q: 3 clusters Score -318881.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -318964.218750 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -318964.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -319043.031250 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -319043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -319115.312500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -319115.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -319176.375000 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -319176.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -319215.656250 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -319215.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -319255.500000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -319255.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -319288.437500 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -319288.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -319308.500000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -319308.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -319330.875000 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -319330.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -319352.031250 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -319352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -319380.031250 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -319380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -319397.656250 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -319397.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -319413.843750 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -319413.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -319428.968750 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -319429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -319446.468750 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -319446.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -319471.187500 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -319471.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -319489.187500 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -319489.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -319503.562500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -319503.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -319514.593750 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -319514.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -319525.562500 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -319525.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -319534.187500 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -319534.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -319545.156250 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -319545.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -319552.468750 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -319552.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -319556.843750 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -319556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -319560.531250 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -319560.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -319567.281250 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -319567.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -319573.531250 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -319573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -319578.468750 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -319578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -319580.937500 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -319580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -319582.281250 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -319582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -319583.937500 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -319583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -319585.468750 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -319585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -319585.406250 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -319585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -319585.406250 Penalty: 4127.907715
	Iteration 37F: 3 clusters Score -319585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Entering Unmasked Estep 
Score: -1507310.125000 Penalty: 2439.145020
	Iteration 0F: 2 clusters Score -1507310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1494015.250000 Penalty: 4878.290039
	Iteration 0F: 3 clusters Score -1494015 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1498382.375000 Penalty: 4878.290039
	Iteration 1F: 3 clusters Score -1498382 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1498821.750000 Penalty: 4878.290039
	Iteration 2F: 3 clusters Score -1498822 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1499262.000000 Penalty: 4878.290039
	Iteration 3F: 3 clusters Score -1499262 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1499790.250000 Penalty: 4878.290039
	Iteration 4F: 3 clusters Score -1499790 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1500534.500000 Penalty: 4878.290039
	Iteration 5F: 3 clusters Score -1500534 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1501536.750000 Penalty: 4878.290039
	Iteration 6F: 3 clusters Score -1501537 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1502635.750000 Penalty: 4878.290039
	Iteration 7F: 3 clusters Score -1502636 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1503519.375000 Penalty: 4878.290039
	Iteration 8F: 3 clusters Score -1503519 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1504081.375000 Penalty: 4878.290039
	Iteration 9Q: 3 clusters Score -1504081 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1504402.750000 Penalty: 4878.290039
	Iteration 10Q: 3 clusters Score -1504403 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1504617.500000 Penalty: 4878.290039
	Iteration 11Q: 3 clusters Score -1504618 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1504766.625000 Penalty: 4878.290039
	Iteration 12Q: 3 clusters Score -1504767 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1504868.000000 Penalty: 4878.290039
	Iteration 13Q: 3 clusters Score -1504868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1504932.750000 Penalty: 4878.290039
	Iteration 14Q: 3 clusters Score -1504933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1504996.375000 Penalty: 4878.290039
	Iteration 15Q: 3 clusters Score -1504996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1505042.625000 Penalty: 4878.290039
	Iteration 16Q: 3 clusters Score -1505043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1505071.750000 Penalty: 4878.290039
	Iteration 17Q: 3 clusters Score -1505072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1505099.875000 Penalty: 4878.290039
	Iteration 18Q: 3 clusters Score -1505100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1505117.000000 Penalty: 4878.290039
	Iteration 19Q: 3 clusters Score -1505117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1505141.375000 Penalty: 4878.290039
	Iteration 20F: 3 clusters Score -1505141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1505156.125000 Penalty: 4878.290039
	Iteration 21Q: 3 clusters Score -1505156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1505174.375000 Penalty: 4878.290039
	Iteration 22Q: 3 clusters Score -1505174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1505184.500000 Penalty: 4878.290039
	Iteration 23Q: 3 clusters Score -1505184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1505200.125000 Penalty: 4878.290039
	Iteration 24Q: 3 clusters Score -1505200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1505206.500000 Penalty: 4878.290039
	Iteration 25Q: 3 clusters Score -1505206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1505215.875000 Penalty: 4878.290039
	Iteration 26Q: 3 clusters Score -1505216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1505228.875000 Penalty: 4878.290039
	Iteration 27Q: 3 clusters Score -1505229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1505235.625000 Penalty: 4878.290039
	Iteration 28Q: 3 clusters Score -1505236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1505241.250000 Penalty: 4878.290039
	Iteration 29Q: 3 clusters Score -1505241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1505251.000000 Penalty: 4878.290039
	Iteration 30Q: 3 clusters Score -1505251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1505257.500000 Penalty: 4878.290039
	Iteration 31Q: 3 clusters Score -1505258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1505262.625000 Penalty: 4878.290039
	Iteration 32Q: 3 clusters Score -1505263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1505265.625000 Penalty: 4878.290039
	Iteration 33Q: 3 clusters Score -1505266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1505273.750000 Penalty: 4878.290039
	Iteration 34Q: 3 clusters Score -1505274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1505277.000000 Penalty: 4878.290039
	Iteration 35Q: 3 clusters Score -1505277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1505280.625000 Penalty: 4878.290039
	Iteration 36Q: 3 clusters Score -1505281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1505282.125000 Penalty: 4878.290039
	Iteration 37Q: 3 clusters Score -1505282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1505283.625000 Penalty: 4878.290039
	Iteration 38Q: 3 clusters Score -1505284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1505282.625000 Penalty: 4878.290039
	Iteration 39Q: 3 clusters Score -1505283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1505285.250000 Penalty: 4878.290039
	Iteration 40F: 3 clusters Score -1505285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1505287.125000 Penalty: 4878.290039
	Iteration 41Q: 3 clusters Score -1505287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1505291.750000 Penalty: 4878.290039
	Iteration 42Q: 3 clusters Score -1505292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1505290.375000 Penalty: 4878.290039
	Iteration 43Q: 3 clusters Score -1505290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1505291.625000 Penalty: 4878.290039
	Iteration 44Q: 3 clusters Score -1505292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1505293.125000 Penalty: 4878.290039
	Iteration 45Q: 3 clusters Score -1505293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1505297.875000 Penalty: 4878.290039
	Iteration 46Q: 3 clusters Score -1505298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1505299.375000 Penalty: 4878.290039
	Iteration 47Q: 3 clusters Score -1505299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1505301.500000 Penalty: 4878.290039
	Iteration 48Q: 3 clusters Score -1505302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1505307.625000 Penalty: 4878.290039
	Iteration 49Q: 3 clusters Score -1505308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1505309.125000 Penalty: 4878.290039
	Iteration 50Q: 3 clusters Score -1505309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1505313.875000 Penalty: 4878.290039
	Iteration 51Q: 3 clusters Score -1505314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1505313.750000 Penalty: 4878.290039
	Iteration 52Q: 3 clusters Score -1505314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1505316.750000 Penalty: 4878.290039
	Iteration 53Q: 3 clusters Score -1505317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1505317.375000 Penalty: 4878.290039
	Iteration 54Q: 3 clusters Score -1505317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1505319.000000 Penalty: 4878.290039
	Iteration 55Q: 3 clusters Score -1505319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1505319.000000 Penalty: 4878.290039
	Iteration 56F: 3 clusters Score -1505319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -35606.605469 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -35606.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34181.117188 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -34181.12 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34420.613281 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -34420.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34549.164062 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -34549.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34636.902344 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -34636.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34684.015625 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -34684.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34737.230469 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -34737.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34779.382812 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -34779.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34825.824219 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -34825.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34851.285156 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -34851.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34874.925781 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -34874.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34888.816406 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -34888.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34893.910156 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -34893.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34895.152344 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -34895.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34898.644531 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -34898.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -34900.847656 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -34900.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34901.832031 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -34901.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34902.878906 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -34902.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34907.191406 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -34907.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34908.203125 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -34908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34908.203125 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -34908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (123400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123400 members 
Entering Unmasked Estep 
Score: -12162988.000000 Penalty: 2907.350342
	Iteration 0F: 2 clusters Score -1.216299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -12081390.000000 Penalty: 5814.700684
	Iteration 0F: 3 clusters Score -1.208139e+07 nChanged 58607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -12115062.000000 Penalty: 5814.700684
	Iteration 1F: 3 clusters Score -1.211506e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -12115914.000000 Penalty: 5814.700684
	Iteration 2Q: 3 clusters Score -1.211591e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -12116979.000000 Penalty: 5814.700684
	Iteration 3Q: 3 clusters Score -1.211698e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -12118356.000000 Penalty: 5814.700684
	Iteration 4Q: 3 clusters Score -1.211836e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -12120253.000000 Penalty: 5814.700684
	Iteration 5Q: 3 clusters Score -1.212025e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -12123295.000000 Penalty: 5814.700684
	Iteration 6Q: 3 clusters Score -1.21233e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -12128036.000000 Penalty: 5814.700684
	Iteration 7F: 3 clusters Score -1.212804e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -12134353.000000 Penalty: 5814.700684
	Iteration 8F: 3 clusters Score -1.213435e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -12141550.000000 Penalty: 5814.700684
	Iteration 9F: 3 clusters Score -1.214155e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -12146762.000000 Penalty: 5814.700684
	Iteration 10F: 3 clusters Score -1.214676e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -12149303.000000 Penalty: 5814.700684
	Iteration 11Q: 3 clusters Score -1.21493e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -12150464.000000 Penalty: 5814.700684
	Iteration 12Q: 3 clusters Score -1.215046e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -12151331.000000 Penalty: 5814.700684
	Iteration 13Q: 3 clusters Score -1.215133e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -12152125.000000 Penalty: 5814.700684
	Iteration 14Q: 3 clusters Score -1.215212e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -12152891.000000 Penalty: 5814.700684
	Iteration 15Q: 3 clusters Score -1.215289e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -12153506.000000 Penalty: 5814.700684
	Iteration 16Q: 3 clusters Score -1.215351e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -12154149.000000 Penalty: 5814.700684
	Iteration 17Q: 3 clusters Score -1.215415e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -12154646.000000 Penalty: 5814.700684
	Iteration 18Q: 3 clusters Score -1.215465e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -12155128.000000 Penalty: 5814.700684
	Iteration 19Q: 3 clusters Score -1.215513e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -12155559.000000 Penalty: 5814.700684
	Iteration 20F: 3 clusters Score -1.215556e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96615 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -12156046.000000 Penalty: 5814.700684
	Iteration 21Q: 3 clusters Score -1.215605e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97854 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -12156480.000000 Penalty: 5814.700684
	Iteration 22Q: 3 clusters Score -1.215648e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -12156930.000000 Penalty: 5814.700684
	Iteration 23Q: 3 clusters Score -1.215693e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -12157204.000000 Penalty: 5814.700684
	Iteration 24Q: 3 clusters Score -1.21572e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -12157437.000000 Penalty: 5814.700684
	Iteration 25Q: 3 clusters Score -1.215744e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -12157614.000000 Penalty: 5814.700684
	Iteration 26Q: 3 clusters Score -1.215761e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -12157769.000000 Penalty: 5814.700684
	Iteration 27Q: 3 clusters Score -1.215777e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -12157857.000000 Penalty: 5814.700684
	Iteration 28Q: 3 clusters Score -1.215786e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -12158026.000000 Penalty: 5814.700684
	Iteration 29Q: 3 clusters Score -1.215803e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -12158187.000000 Penalty: 5814.700684
	Iteration 30Q: 3 clusters Score -1.215819e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -12158326.000000 Penalty: 5814.700684
	Iteration 31Q: 3 clusters Score -1.215833e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -12158349.000000 Penalty: 5814.700684
	Iteration 32Q: 3 clusters Score -1.215835e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -12158452.000000 Penalty: 5814.700684
	Iteration 33Q: 3 clusters Score -1.215845e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106937 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -12158570.000000 Penalty: 5814.700684
	Iteration 34Q: 3 clusters Score -1.215857e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -12158635.000000 Penalty: 5814.700684
	Iteration 35Q: 3 clusters Score -1.215864e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -12158683.000000 Penalty: 5814.700684
	Iteration 36Q: 3 clusters Score -1.215868e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -12158772.000000 Penalty: 5814.700684
	Iteration 37Q: 3 clusters Score -1.215877e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -12158854.000000 Penalty: 5814.700684
	Iteration 38Q: 3 clusters Score -1.215885e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109106 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -12158899.000000 Penalty: 5814.700684
	Iteration 39Q: 3 clusters Score -1.21589e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -12158957.000000 Penalty: 5814.700684
	Iteration 40F: 3 clusters Score -1.215896e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -12159009.000000 Penalty: 5814.700684
	Iteration 41Q: 3 clusters Score -1.215901e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -12159047.000000 Penalty: 5814.700684
	Iteration 42Q: 3 clusters Score -1.215905e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -12159121.000000 Penalty: 5814.700684
	Iteration 43Q: 3 clusters Score -1.215912e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -12159159.000000 Penalty: 5814.700684
	Iteration 44Q: 3 clusters Score -1.215916e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111059 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -12159242.000000 Penalty: 5814.700684
	Iteration 45Q: 3 clusters Score -1.215924e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111362 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -12159302.000000 Penalty: 5814.700684
	Iteration 46Q: 3 clusters Score -1.21593e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -12159317.000000 Penalty: 5814.700684
	Iteration 47Q: 3 clusters Score -1.215932e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -12159390.000000 Penalty: 5814.700684
	Iteration 48Q: 3 clusters Score -1.215939e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -12159411.000000 Penalty: 5814.700684
	Iteration 49Q: 3 clusters Score -1.215941e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112465 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -12159476.000000 Penalty: 5814.700684
	Iteration 50Q: 3 clusters Score -1.215948e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -12159493.000000 Penalty: 5814.700684
	Iteration 51Q: 3 clusters Score -1.215949e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112962 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -12159512.000000 Penalty: 5814.700684
	Iteration 52Q: 3 clusters Score -1.215951e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -12159562.000000 Penalty: 5814.700684
	Iteration 53Q: 3 clusters Score -1.215956e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -12159603.000000 Penalty: 5814.700684
	Iteration 54Q: 3 clusters Score -1.21596e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -12159672.000000 Penalty: 5814.700684
	Iteration 55Q: 3 clusters Score -1.215967e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -12159680.000000 Penalty: 5814.700684
	Iteration 56Q: 3 clusters Score -1.215968e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -12159704.000000 Penalty: 5814.700684
	Iteration 57Q: 3 clusters Score -1.21597e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114254 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -12159783.000000 Penalty: 5814.700684
	Iteration 58Q: 3 clusters Score -1.215978e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -12159795.000000 Penalty: 5814.700684
	Iteration 59Q: 3 clusters Score -1.21598e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -12159818.000000 Penalty: 5814.700684
	Iteration 60F: 3 clusters Score -1.215982e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -12159827.000000 Penalty: 5814.700684
	Iteration 61Q: 3 clusters Score -1.215983e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -12159833.000000 Penalty: 5814.700684
	Iteration 62Q: 3 clusters Score -1.215983e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -12159882.000000 Penalty: 5814.700684
	Iteration 63Q: 3 clusters Score -1.215988e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -12159914.000000 Penalty: 5814.700684
	Iteration 64Q: 3 clusters Score -1.215991e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -12159943.000000 Penalty: 5814.700684
	Iteration 65Q: 3 clusters Score -1.215994e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115368 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -12159946.000000 Penalty: 5814.700684
	Iteration 66Q: 3 clusters Score -1.215995e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -12159981.000000 Penalty: 5814.700684
	Iteration 67Q: 3 clusters Score -1.215998e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115648 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -12159949.000000 Penalty: 5814.700684
	Iteration 68Q: 3 clusters Score -1.215995e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -12159992.000000 Penalty: 5814.700684
	Iteration 69Q: 3 clusters Score -1.215999e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -12160025.000000 Penalty: 5814.700684
	Iteration 70Q: 3 clusters Score -1.216002e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -12160014.000000 Penalty: 5814.700684
	Iteration 71Q: 3 clusters Score -1.216001e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -12160034.000000 Penalty: 5814.700684
	Iteration 72Q: 3 clusters Score -1.216003e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -12160058.000000 Penalty: 5814.700684
	Iteration 73Q: 3 clusters Score -1.216006e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -12160067.000000 Penalty: 5814.700684
	Iteration 74Q: 3 clusters Score -1.216007e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -12160120.000000 Penalty: 5814.700684
	Iteration 75Q: 3 clusters Score -1.216012e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -12160099.000000 Penalty: 5814.700684
	Iteration 76Q: 3 clusters Score -1.21601e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116769 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -12160139.000000 Penalty: 5814.700684
	Iteration 77Q: 3 clusters Score -1.216014e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116915 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -12160178.000000 Penalty: 5814.700684
	Iteration 78Q: 3 clusters Score -1.216018e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -12160210.000000 Penalty: 5814.700684
	Iteration 79Q: 3 clusters Score -1.216021e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -12160218.000000 Penalty: 5814.700684
	Iteration 80F: 3 clusters Score -1.216022e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -12160227.000000 Penalty: 5814.700684
	Iteration 81Q: 3 clusters Score -1.216023e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -12160209.000000 Penalty: 5814.700684
	Iteration 82Q: 3 clusters Score -1.216021e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -12160194.000000 Penalty: 5814.700684
	Iteration 83Q: 3 clusters Score -1.216019e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117544 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12160199.000000 Penalty: 5814.700684
	Iteration 84Q: 3 clusters Score -1.21602e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -12160213.000000 Penalty: 5814.700684
	Iteration 85Q: 3 clusters Score -1.216021e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -12160228.000000 Penalty: 5814.700684
	Iteration 86Q: 3 clusters Score -1.216023e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117795 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -12160234.000000 Penalty: 5814.700684
	Iteration 87Q: 3 clusters Score -1.216023e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -12160264.000000 Penalty: 5814.700684
	Iteration 88Q: 3 clusters Score -1.216026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -12160266.000000 Penalty: 5814.700684
	Iteration 89Q: 3 clusters Score -1.216027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118023 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -12160281.000000 Penalty: 5814.700684
	Iteration 90Q: 3 clusters Score -1.216028e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -12160282.000000 Penalty: 5814.700684
	Iteration 91Q: 3 clusters Score -1.216028e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -12160271.000000 Penalty: 5814.700684
	Iteration 92Q: 3 clusters Score -1.216027e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118263 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -12160295.000000 Penalty: 5814.700684
	Iteration 93Q: 3 clusters Score -1.21603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118320 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -12160314.000000 Penalty: 5814.700684
	Iteration 94Q: 3 clusters Score -1.216031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118368 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -12160318.000000 Penalty: 5814.700684
	Iteration 95Q: 3 clusters Score -1.216032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -12160330.000000 Penalty: 5814.700684
	Iteration 96Q: 3 clusters Score -1.216033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -12160353.000000 Penalty: 5814.700684
	Iteration 97Q: 3 clusters Score -1.216035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -12160331.000000 Penalty: 5814.700684
	Iteration 98Q: 3 clusters Score -1.216033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118531 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -12160327.000000 Penalty: 5814.700684
	Iteration 99Q: 3 clusters Score -1.216033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118585 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -12160345.000000 Penalty: 5814.700684
	Iteration 100F: 3 clusters Score -1.216034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -12160359.000000 Penalty: 5814.700684
	Iteration 101Q: 3 clusters Score -1.216036e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118676 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -12160366.000000 Penalty: 5814.700684
	Iteration 102Q: 3 clusters Score -1.216037e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118723 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -12160370.000000 Penalty: 5814.700684
	Iteration 103Q: 3 clusters Score -1.216037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -12160384.000000 Penalty: 5814.700684
	Iteration 104Q: 3 clusters Score -1.216038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -12160394.000000 Penalty: 5814.700684
	Iteration 105Q: 3 clusters Score -1.216039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -12160399.000000 Penalty: 5814.700684
	Iteration 106Q: 3 clusters Score -1.21604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118857 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -12160413.000000 Penalty: 5814.700684
	Iteration 107Q: 3 clusters Score -1.216041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -12160419.000000 Penalty: 5814.700684
	Iteration 108Q: 3 clusters Score -1.216042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -12160424.000000 Penalty: 5814.700684
	Iteration 109Q: 3 clusters Score -1.216042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -12160438.000000 Penalty: 5814.700684
	Iteration 110Q: 3 clusters Score -1.216044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -12160436.000000 Penalty: 5814.700684
	Iteration 111Q: 3 clusters Score -1.216044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -12160433.000000 Penalty: 5814.700684
	Iteration 112Q: 3 clusters Score -1.216043e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -12160449.000000 Penalty: 5814.700684
	Iteration 113Q: 3 clusters Score -1.216045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119028 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -12160439.000000 Penalty: 5814.700684
	Iteration 114Q: 3 clusters Score -1.216044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -12160431.000000 Penalty: 5814.700684
	Iteration 115Q: 3 clusters Score -1.216043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -12160440.000000 Penalty: 5814.700684
	Iteration 116Q: 3 clusters Score -1.216044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -12160436.000000 Penalty: 5814.700684
	Iteration 117Q: 3 clusters Score -1.216044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -12160454.000000 Penalty: 5814.700684
	Iteration 118Q: 3 clusters Score -1.216045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119135 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -12160445.000000 Penalty: 5814.700684
	Iteration 119Q: 3 clusters Score -1.216044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -12160440.000000 Penalty: 5814.700684
	Iteration 120F: 3 clusters Score -1.216044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -12160465.000000 Penalty: 5814.700684
	Iteration 121Q: 3 clusters Score -1.216046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -12160461.000000 Penalty: 5814.700684
	Iteration 122Q: 3 clusters Score -1.216046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -12160480.000000 Penalty: 5814.700684
	Iteration 123Q: 3 clusters Score -1.216048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119244 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -12160479.000000 Penalty: 5814.700684
	Iteration 124Q: 3 clusters Score -1.216048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -12160477.000000 Penalty: 5814.700684
	Iteration 125Q: 3 clusters Score -1.216048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -12160492.000000 Penalty: 5814.700684
	Iteration 126Q: 3 clusters Score -1.216049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119284 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -12160501.000000 Penalty: 5814.700684
	Iteration 127Q: 3 clusters Score -1.21605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -12160501.000000 Penalty: 5814.700684
	Iteration 128Q: 3 clusters Score -1.21605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -12160504.000000 Penalty: 5814.700684
	Iteration 129Q: 3 clusters Score -1.21605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -12160498.000000 Penalty: 5814.700684
	Iteration 130Q: 3 clusters Score -1.21605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119354 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -12160488.000000 Penalty: 5814.700684
	Iteration 131Q: 3 clusters Score -1.216049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -12160507.000000 Penalty: 5814.700684
	Iteration 132Q: 3 clusters Score -1.216051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119385 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -12160504.000000 Penalty: 5814.700684
	Iteration 133Q: 3 clusters Score -1.21605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -12160503.000000 Penalty: 5814.700684
	Iteration 134Q: 3 clusters Score -1.21605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -12160518.000000 Penalty: 5814.700684
	Iteration 135Q: 3 clusters Score -1.216052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -12160512.000000 Penalty: 5814.700684
	Iteration 136Q: 3 clusters Score -1.216051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -12160509.000000 Penalty: 5814.700684
	Iteration 137Q: 3 clusters Score -1.216051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -12160502.000000 Penalty: 5814.700684
	Iteration 138Q: 3 clusters Score -1.21605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -12160499.000000 Penalty: 5814.700684
	Iteration 139Q: 3 clusters Score -1.21605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -12160505.000000 Penalty: 5814.700684
	Iteration 140F: 3 clusters Score -1.21605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119490 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -12160513.000000 Penalty: 5814.700684
	Iteration 141Q: 3 clusters Score -1.216051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119495 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -12160513.000000 Penalty: 5814.700684
	Iteration 142Q: 3 clusters Score -1.216051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -12160521.000000 Penalty: 5814.700684
	Iteration 143Q: 3 clusters Score -1.216052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -12160515.000000 Penalty: 5814.700684
	Iteration 144Q: 3 clusters Score -1.216052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -12160530.000000 Penalty: 5814.700684
	Iteration 145Q: 3 clusters Score -1.216053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -12160522.000000 Penalty: 5814.700684
	Iteration 146Q: 3 clusters Score -1.216052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -12160542.000000 Penalty: 5814.700684
	Iteration 147Q: 3 clusters Score -1.216054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -12160541.000000 Penalty: 5814.700684
	Iteration 148Q: 3 clusters Score -1.216054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119606 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -12160536.000000 Penalty: 5814.700684
	Iteration 149Q: 3 clusters Score -1.216054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -12160537.000000 Penalty: 5814.700684
	Iteration 150Q: 3 clusters Score -1.216054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119648 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -12160553.000000 Penalty: 5814.700684
	Iteration 151Q: 3 clusters Score -1.216055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -12160548.000000 Penalty: 5814.700684
	Iteration 152Q: 3 clusters Score -1.216055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12160542.000000 Penalty: 5814.700684
	Iteration 153Q: 3 clusters Score -1.216054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119725 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -12160530.000000 Penalty: 5814.700684
	Iteration 154Q: 3 clusters Score -1.216053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119755 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12160527.000000 Penalty: 5814.700684
	Iteration 155Q: 3 clusters Score -1.216053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119789 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -12160526.000000 Penalty: 5814.700684
	Iteration 156Q: 3 clusters Score -1.216053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -12160540.000000 Penalty: 5814.700684
	Iteration 157Q: 3 clusters Score -1.216054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -12160546.000000 Penalty: 5814.700684
	Iteration 158Q: 3 clusters Score -1.216055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -12160549.000000 Penalty: 5814.700684
	Iteration 159Q: 3 clusters Score -1.216055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119892 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -12160540.000000 Penalty: 5814.700684
	Iteration 160F: 3 clusters Score -1.216054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -12160551.000000 Penalty: 5814.700684
	Iteration 161Q: 3 clusters Score -1.216055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119928 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -12160557.000000 Penalty: 5814.700684
	Iteration 162Q: 3 clusters Score -1.216056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -12160565.000000 Penalty: 5814.700684
	Iteration 163Q: 3 clusters Score -1.216056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -12160584.000000 Penalty: 5814.700684
	Iteration 164Q: 3 clusters Score -1.216058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119986 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -12160582.000000 Penalty: 5814.700684
	Iteration 165Q: 3 clusters Score -1.216058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120001 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -12160588.000000 Penalty: 5814.700684
	Iteration 166Q: 3 clusters Score -1.216059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120012 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -12160578.000000 Penalty: 5814.700684
	Iteration 167Q: 3 clusters Score -1.216058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -12160592.000000 Penalty: 5814.700684
	Iteration 168Q: 3 clusters Score -1.216059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120034 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -12160589.000000 Penalty: 5814.700684
	Iteration 169Q: 3 clusters Score -1.216059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -12160593.000000 Penalty: 5814.700684
	Iteration 170Q: 3 clusters Score -1.216059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120047 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -12160589.000000 Penalty: 5814.700684
	Iteration 171Q: 3 clusters Score -1.216059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -12160603.000000 Penalty: 5814.700684
	Iteration 172Q: 3 clusters Score -1.21606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -12160601.000000 Penalty: 5814.700684
	Iteration 173Q: 3 clusters Score -1.21606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120059 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -12160609.000000 Penalty: 5814.700684
	Iteration 174Q: 3 clusters Score -1.216061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -12160612.000000 Penalty: 5814.700684
	Iteration 175Q: 3 clusters Score -1.216061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -12160612.000000 Penalty: 5814.700684
	Iteration 176F: 3 clusters Score -1.216061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Entering Unmasked Estep 
Score: -13929337.000000 Penalty: 2986.477295
	Iteration 0F: 2 clusters Score -1.392934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -13815339.000000 Penalty: 5972.954590
	Iteration 0F: 3 clusters Score -1.381534e+07 nChanged 81451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -13862480.000000 Penalty: 5972.954590
	Iteration 1F: 3 clusters Score -1.386248e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -13863556.000000 Penalty: 5972.954590
	Iteration 2Q: 3 clusters Score -1.386356e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -13864947.000000 Penalty: 5972.954590
	Iteration 3Q: 3 clusters Score -1.386495e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -13867198.000000 Penalty: 5972.954590
	Iteration 4Q: 3 clusters Score -1.38672e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104136 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -13871197.000000 Penalty: 5972.954590
	Iteration 5Q: 3 clusters Score -1.38712e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -13877944.000000 Penalty: 5972.954590
	Iteration 6F: 3 clusters Score -1.387794e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126988 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -13888981.000000 Penalty: 5972.954590
	Iteration 7F: 3 clusters Score -1.388898e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141023 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -13902342.000000 Penalty: 5972.954590
	Iteration 8F: 3 clusters Score -1.390234e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -13913742.000000 Penalty: 5972.954590
	Iteration 9F: 3 clusters Score -1.391374e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159458 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -13920910.000000 Penalty: 5972.954590
	Iteration 10Q: 3 clusters Score -1.392091e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162782 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -13924319.000000 Penalty: 5972.954590
	Iteration 11Q: 3 clusters Score -1.392432e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164425 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -13925798.000000 Penalty: 5972.954590
	Iteration 12Q: 3 clusters Score -1.39258e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165370 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -13926513.000000 Penalty: 5972.954590
	Iteration 13Q: 3 clusters Score -1.392651e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -13926880.000000 Penalty: 5972.954590
	Iteration 14Q: 3 clusters Score -1.392688e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166403 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -13927049.000000 Penalty: 5972.954590
	Iteration 15Q: 3 clusters Score -1.392705e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -13927165.000000 Penalty: 5972.954590
	Iteration 16Q: 3 clusters Score -1.392716e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13927188.000000 Penalty: 5972.954590
	Iteration 17Q: 3 clusters Score -1.392719e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13927229.000000 Penalty: 5972.954590
	Iteration 18Q: 3 clusters Score -1.392723e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -13927278.000000 Penalty: 5972.954590
	Iteration 19Q: 3 clusters Score -1.392728e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -13927294.000000 Penalty: 5972.954590
	Iteration 20F: 3 clusters Score -1.392729e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167337 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -13927311.000000 Penalty: 5972.954590
	Iteration 21Q: 3 clusters Score -1.392731e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -13927298.000000 Penalty: 5972.954590
	Iteration 22Q: 3 clusters Score -1.39273e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -13927322.000000 Penalty: 5972.954590
	Iteration 23Q: 3 clusters Score -1.392732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -13927345.000000 Penalty: 5972.954590
	Iteration 24Q: 3 clusters Score -1.392734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -13927368.000000 Penalty: 5972.954590
	Iteration 25Q: 3 clusters Score -1.392737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13927376.000000 Penalty: 5972.954590
	Iteration 26Q: 3 clusters Score -1.392738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -13927356.000000 Penalty: 5972.954590
	Iteration 27Q: 3 clusters Score -1.392736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -13927356.000000 Penalty: 5972.954590
	Iteration 28Q: 3 clusters Score -1.392736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167674 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13927358.000000 Penalty: 5972.954590
	Iteration 29Q: 3 clusters Score -1.392736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -13927361.000000 Penalty: 5972.954590
	Iteration 30Q: 3 clusters Score -1.392736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167727 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -13927374.000000 Penalty: 5972.954590
	Iteration 31Q: 3 clusters Score -1.392737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13927382.000000 Penalty: 5972.954590
	Iteration 32Q: 3 clusters Score -1.392738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13927399.000000 Penalty: 5972.954590
	Iteration 33Q: 3 clusters Score -1.39274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13927412.000000 Penalty: 5972.954590
	Iteration 34Q: 3 clusters Score -1.392741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13927414.000000 Penalty: 5972.954590
	Iteration 35Q: 3 clusters Score -1.392741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167803 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13927388.000000 Penalty: 5972.954590
	Iteration 36Q: 3 clusters Score -1.392739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13927399.000000 Penalty: 5972.954590
	Iteration 37Q: 3 clusters Score -1.39274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13927401.000000 Penalty: 5972.954590
	Iteration 38Q: 3 clusters Score -1.39274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13927409.000000 Penalty: 5972.954590
	Iteration 39Q: 3 clusters Score -1.392741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -13927402.000000 Penalty: 5972.954590
	Iteration 40F: 3 clusters Score -1.39274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -13927400.000000 Penalty: 5972.954590
	Iteration 41Q: 3 clusters Score -1.39274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13927407.000000 Penalty: 5972.954590
	Iteration 42Q: 3 clusters Score -1.392741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13927407.000000 Penalty: 5972.954590
	Iteration 43F: 3 clusters Score -1.392741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Entering Unmasked Estep 
Score: -9151634.000000 Penalty: 2820.768311
	Iteration 0F: 2 clusters Score -9151634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -9095573.000000 Penalty: 5641.536621
	Iteration 0F: 3 clusters Score -9095573 nChanged 40788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -9118590.000000 Penalty: 5641.536621
	Iteration 1F: 3 clusters Score -9118590 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -9119238.000000 Penalty: 5641.536621
	Iteration 2Q: 3 clusters Score -9119238 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -9120071.000000 Penalty: 5641.536621
	Iteration 3Q: 3 clusters Score -9120071 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -9121009.000000 Penalty: 5641.536621
	Iteration 4Q: 3 clusters Score -9121009 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -9122275.000000 Penalty: 5641.536621
	Iteration 5Q: 3 clusters Score -9122275 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -9123984.000000 Penalty: 5641.536621
	Iteration 6Q: 3 clusters Score -9123984 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -9126204.000000 Penalty: 5641.536621
	Iteration 7F: 3 clusters Score -9126204 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -9128973.000000 Penalty: 5641.536621
	Iteration 8F: 3 clusters Score -9128973 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -9131454.000000 Penalty: 5641.536621
	Iteration 9F: 3 clusters Score -9131454 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -9133786.000000 Penalty: 5641.536621
	Iteration 10F: 3 clusters Score -9133786 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -9135776.000000 Penalty: 5641.536621
	Iteration 11Q: 3 clusters Score -9135776 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -9137660.000000 Penalty: 5641.536621
	Iteration 12Q: 3 clusters Score -9137660 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -9139306.000000 Penalty: 5641.536621
	Iteration 13Q: 3 clusters Score -9139306 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9140753.000000 Penalty: 5641.536621
	Iteration 14Q: 3 clusters Score -9140753 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -9141779.000000 Penalty: 5641.536621
	Iteration 15Q: 3 clusters Score -9141779 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -9142508.000000 Penalty: 5641.536621
	Iteration 16Q: 3 clusters Score -9142508 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9143207.000000 Penalty: 5641.536621
	Iteration 17Q: 3 clusters Score -9143207 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -9143811.000000 Penalty: 5641.536621
	Iteration 18Q: 3 clusters Score -9143811 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -9144402.000000 Penalty: 5641.536621
	Iteration 19Q: 3 clusters Score -9144402 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -9145179.000000 Penalty: 5641.536621
	Iteration 20F: 3 clusters Score -9145179 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -9145763.000000 Penalty: 5641.536621
	Iteration 21Q: 3 clusters Score -9145763 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -9146193.000000 Penalty: 5641.536621
	Iteration 22Q: 3 clusters Score -9146193 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -9146562.000000 Penalty: 5641.536621
	Iteration 23Q: 3 clusters Score -9146562 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -9146868.000000 Penalty: 5641.536621
	Iteration 24Q: 3 clusters Score -9146868 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -9147090.000000 Penalty: 5641.536621
	Iteration 25Q: 3 clusters Score -9147090 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -9147259.000000 Penalty: 5641.536621
	Iteration 26Q: 3 clusters Score -9147259 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9147470.000000 Penalty: 5641.536621
	Iteration 27Q: 3 clusters Score -9147470 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -9147685.000000 Penalty: 5641.536621
	Iteration 28Q: 3 clusters Score -9147685 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -9147821.000000 Penalty: 5641.536621
	Iteration 29Q: 3 clusters Score -9147821 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -9147907.000000 Penalty: 5641.536621
	Iteration 30Q: 3 clusters Score -9147907 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -9148008.000000 Penalty: 5641.536621
	Iteration 31Q: 3 clusters Score -9148008 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -9148054.000000 Penalty: 5641.536621
	Iteration 32Q: 3 clusters Score -9148054 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -9148140.000000 Penalty: 5641.536621
	Iteration 33Q: 3 clusters Score -9148140 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -9148186.000000 Penalty: 5641.536621
	Iteration 34Q: 3 clusters Score -9148186 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -9148217.000000 Penalty: 5641.536621
	Iteration 35Q: 3 clusters Score -9148217 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -9148294.000000 Penalty: 5641.536621
	Iteration 36Q: 3 clusters Score -9148294 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9148328.000000 Penalty: 5641.536621
	Iteration 37Q: 3 clusters Score -9148328 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -9148380.000000 Penalty: 5641.536621
	Iteration 38Q: 3 clusters Score -9148380 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -9148419.000000 Penalty: 5641.536621
	Iteration 39Q: 3 clusters Score -9148419 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -9148499.000000 Penalty: 5641.536621
	Iteration 40F: 3 clusters Score -9148499 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -9148540.000000 Penalty: 5641.536621
	Iteration 41Q: 3 clusters Score -9148540 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 70840 members 
Entering Unmasked Estep 
Score: -9148616.000000 Penalty: 5641.536621
	Iteration 42Q: 3 clusters Score -9148616 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -9148711.000000 Penalty: 5641.536621
	Iteration 43Q: 3 clusters Score -9148711 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -9148731.000000 Penalty: 5641.536621
	Iteration 44Q: 3 clusters Score -9148731 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -9148782.000000 Penalty: 5641.536621
	Iteration 45Q: 3 clusters Score -9148782 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -9148855.000000 Penalty: 5641.536621
	Iteration 46Q: 3 clusters Score -9148855 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -9148942.000000 Penalty: 5641.536621
	Iteration 47Q: 3 clusters Score -9148942 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -9149002.000000 Penalty: 5641.536621
	Iteration 48Q: 3 clusters Score -9149002 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -9149026.000000 Penalty: 5641.536621
	Iteration 49Q: 3 clusters Score -9149026 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -9149085.000000 Penalty: 5641.536621
	Iteration 50Q: 3 clusters Score -9149085 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -9149120.000000 Penalty: 5641.536621
	Iteration 51Q: 3 clusters Score -9149120 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -9149198.000000 Penalty: 5641.536621
	Iteration 52Q: 3 clusters Score -9149198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -9149231.000000 Penalty: 5641.536621
	Iteration 53Q: 3 clusters Score -9149231 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -9149267.000000 Penalty: 5641.536621
	Iteration 54Q: 3 clusters Score -9149267 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -9149303.000000 Penalty: 5641.536621
	Iteration 55Q: 3 clusters Score -9149303 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -9149336.000000 Penalty: 5641.536621
	Iteration 56Q: 3 clusters Score -9149336 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9149380 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -9149421.000000 Penalty: 5641.536621
	Iteration 58Q: 3 clusters Score -9149421 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -9149442.000000 Penalty: 5641.536621
	Iteration 59Q: 3 clusters Score -9149442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -9149471.000000 Penalty: 5641.536621
	Iteration 60F: 3 clusters Score -9149471 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -9149497.000000 Penalty: 5641.536621
	Iteration 61Q: 3 clusters Score -9149497 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -9149495.000000 Penalty: 5641.536621
	Iteration 62Q: 3 clusters Score -9149495 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -9149531.000000 Penalty: 5641.536621
	Iteration 63Q: 3 clusters Score -9149531 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -9149562.000000 Penalty: 5641.536621
	Iteration 64Q: 3 clusters Score -9149562 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -9149602.000000 Penalty: 5641.536621
	Iteration 65Q: 3 clusters Score -9149602 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -9149653.000000 Penalty: 5641.536621
	Iteration 66Q: 3 clusters Score -9149653 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -9149640.000000 Penalty: 5641.536621
	Iteration 67Q: 3 clusters Score -9149640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -9149651.000000 Penalty: 5641.536621
	Iteration 68Q: 3 clusters Score -9149651 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -9149676.000000 Penalty: 5641.536621
	Iteration 69Q: 3 clusters Score -9149676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9149674.000000 Penalty: 5641.536621
	Iteration 70Q: 3 clusters Score -9149674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -9149698.000000 Penalty: 5641.536621
	Iteration 71Q: 3 clusters Score -9149698 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -9149717.000000 Penalty: 5641.536621
	Iteration 72Q: 3 clusters Score -9149717 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9149699.000000 Penalty: 5641.536621
	Iteration 73Q: 3 clusters Score -9149699 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -9149700.000000 Penalty: 5641.536621
	Iteration 74Q: 3 clusters Score -9149700 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -9149707.000000 Penalty: 5641.536621
	Iteration 75Q: 3 clusters Score -9149707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -9149724.000000 Penalty: 5641.536621
	Iteration 76Q: 3 clusters Score -9149724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -9149733.000000 Penalty: 5641.536621
	Iteration 77Q: 3 clusters Score -9149733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -9149754.000000 Penalty: 5641.536621
	Iteration 78Q: 3 clusters Score -9149754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -9149762.000000 Penalty: 5641.536621
	Iteration 79Q: 3 clusters Score -9149762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -9149775.000000 Penalty: 5641.536621
	Iteration 80F: 3 clusters Score -9149775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -9149763.000000 Penalty: 5641.536621
	Iteration 81Q: 3 clusters Score -9149763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -9149745.000000 Penalty: 5641.536621
	Iteration 82Q: 3 clusters Score -9149745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -9149742.000000 Penalty: 5641.536621
	Iteration 83Q: 3 clusters Score -9149742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -9149764.000000 Penalty: 5641.536621
	Iteration 84Q: 3 clusters Score -9149764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -9149749.000000 Penalty: 5641.536621
	Iteration 85Q: 3 clusters Score -9149749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -9149739.000000 Penalty: 5641.536621
	Iteration 86Q: 3 clusters Score -9149739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -9149737.000000 Penalty: 5641.536621
	Iteration 87Q: 3 clusters Score -9149737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -9149744.000000 Penalty: 5641.536621
	Iteration 88Q: 3 clusters Score -9149744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -9149725.000000 Penalty: 5641.536621
	Iteration 89Q: 3 clusters Score -9149725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -9149716.000000 Penalty: 5641.536621
	Iteration 90Q: 3 clusters Score -9149716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9149725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -9149724.000000 Penalty: 5641.536621
	Iteration 92Q: 3 clusters Score -9149724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -9149728.000000 Penalty: 5641.536621
	Iteration 93Q: 3 clusters Score -9149728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 81658 members 
Entering Unmasked Estep 
Score: -9149728.000000 Penalty: 5641.536621
	Iteration 94Q: 3 clusters Score -9149728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -9149736.000000 Penalty: 5641.536621
	Iteration 95Q: 3 clusters Score -9149736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -9149746.000000 Penalty: 5641.536621
	Iteration 96Q: 3 clusters Score -9149746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -9149741.000000 Penalty: 5641.536621
	Iteration 97Q: 3 clusters Score -9149741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -9149742.000000 Penalty: 5641.536621
	Iteration 98Q: 3 clusters Score -9149742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -9149755.000000 Penalty: 5641.536621
	Iteration 99Q: 3 clusters Score -9149755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -9149769.000000 Penalty: 5641.536621
	Iteration 100F: 3 clusters Score -9149769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -9149767.000000 Penalty: 5641.536621
	Iteration 101Q: 3 clusters Score -9149767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -9149765.000000 Penalty: 5641.536621
	Iteration 102Q: 3 clusters Score -9149765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -9149776.000000 Penalty: 5641.536621
	Iteration 103Q: 3 clusters Score -9149776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -9149775.000000 Penalty: 5641.536621
	Iteration 104Q: 3 clusters Score -9149775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -9149784.000000 Penalty: 5641.536621
	Iteration 105Q: 3 clusters Score -9149784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -9149805.000000 Penalty: 5641.536621
	Iteration 106Q: 3 clusters Score -9149805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -9149804.000000 Penalty: 5641.536621
	Iteration 107Q: 3 clusters Score -9149804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -9149792.000000 Penalty: 5641.536621
	Iteration 108Q: 3 clusters Score -9149792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -9149785.000000 Penalty: 5641.536621
	Iteration 109Q: 3 clusters Score -9149785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -9149798.000000 Penalty: 5641.536621
	Iteration 110Q: 3 clusters Score -9149798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -9149816.000000 Penalty: 5641.536621
	Iteration 111Q: 3 clusters Score -9149816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -9149819.000000 Penalty: 5641.536621
	Iteration 112Q: 3 clusters Score -9149819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -9149808.000000 Penalty: 5641.536621
	Iteration 113Q: 3 clusters Score -9149808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -9149808.000000 Penalty: 5641.536621
	Iteration 114Q: 3 clusters Score -9149808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -9149814.000000 Penalty: 5641.536621
	Iteration 115Q: 3 clusters Score -9149814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -9149821.000000 Penalty: 5641.536621
	Iteration 116Q: 3 clusters Score -9149821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -9149805.000000 Penalty: 5641.536621
	Iteration 117Q: 3 clusters Score -9149805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -9149820.000000 Penalty: 5641.536621
	Iteration 118Q: 3 clusters Score -9149820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -9149808.000000 Penalty: 5641.536621
	Iteration 119Q: 3 clusters Score -9149808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -9149810.000000 Penalty: 5641.536621
	Iteration 120F: 3 clusters Score -9149810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -9149803.000000 Penalty: 5641.536621
	Iteration 121Q: 3 clusters Score -9149803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -9149820.000000 Penalty: 5641.536621
	Iteration 122Q: 3 clusters Score -9149820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -9149807.000000 Penalty: 5641.536621
	Iteration 123Q: 3 clusters Score -9149807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -9149819.000000 Penalty: 5641.536621
	Iteration 124Q: 3 clusters Score -9149819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -9149822.000000 Penalty: 5641.536621
	Iteration 125Q: 3 clusters Score -9149822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -9149814.000000 Penalty: 5641.536621
	Iteration 126Q: 3 clusters Score -9149814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -9149828.000000 Penalty: 5641.536621
	Iteration 127Q: 3 clusters Score -9149828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -9149820.000000 Penalty: 5641.536621
	Iteration 128Q: 3 clusters Score -9149820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -9149823.000000 Penalty: 5641.536621
	Iteration 129Q: 3 clusters Score -9149823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -9149824.000000 Penalty: 5641.536621
	Iteration 130Q: 3 clusters Score -9149824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -9149829.000000 Penalty: 5641.536621
	Iteration 131Q: 3 clusters Score -9149829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -9149831.000000 Penalty: 5641.536621
	Iteration 132Q: 3 clusters Score -9149831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -9149853.000000 Penalty: 5641.536621
	Iteration 133Q: 3 clusters Score -9149853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -9149858.000000 Penalty: 5641.536621
	Iteration 134Q: 3 clusters Score -9149858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -9149867.000000 Penalty: 5641.536621
	Iteration 135Q: 3 clusters Score -9149867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -9149858.000000 Penalty: 5641.536621
	Iteration 136Q: 3 clusters Score -9149858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -9149854.000000 Penalty: 5641.536621
	Iteration 137Q: 3 clusters Score -9149854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -9149860.000000 Penalty: 5641.536621
	Iteration 138Q: 3 clusters Score -9149860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -9149853.000000 Penalty: 5641.536621
	Iteration 139Q: 3 clusters Score -9149853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -9149841.000000 Penalty: 5641.536621
	Iteration 140F: 3 clusters Score -9149841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -9149845.000000 Penalty: 5641.536621
	Iteration 141Q: 3 clusters Score -9149845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -9149846.000000 Penalty: 5641.536621
	Iteration 142Q: 3 clusters Score -9149846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -9149827.000000 Penalty: 5641.536621
	Iteration 143Q: 3 clusters Score -9149827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -9149826.000000 Penalty: 5641.536621
	Iteration 144Q: 3 clusters Score -9149826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -9149838.000000 Penalty: 5641.536621
	Iteration 145Q: 3 clusters Score -9149838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -9149828.000000 Penalty: 5641.536621
	Iteration 146Q: 3 clusters Score -9149828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -9149837.000000 Penalty: 5641.536621
	Iteration 147Q: 3 clusters Score -9149837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -9149839.000000 Penalty: 5641.536621
	Iteration 148Q: 3 clusters Score -9149839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -9149852.000000 Penalty: 5641.536621
	Iteration 149Q: 3 clusters Score -9149852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -9149837.000000 Penalty: 5641.536621
	Iteration 150Q: 3 clusters Score -9149837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -9149817.000000 Penalty: 5641.536621
	Iteration 151Q: 3 clusters Score -9149817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -9149829.000000 Penalty: 5641.536621
	Iteration 152Q: 3 clusters Score -9149829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -9149824.000000 Penalty: 5641.536621
	Iteration 153Q: 3 clusters Score -9149824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -9149828.000000 Penalty: 5641.536621
	Iteration 154Q: 3 clusters Score -9149828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -9149828.000000 Penalty: 5641.536621
	Iteration 155Q: 3 clusters Score -9149828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -9149831.000000 Penalty: 5641.536621
	Iteration 156Q: 3 clusters Score -9149831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -9149814.000000 Penalty: 5641.536621
	Iteration 157Q: 3 clusters Score -9149814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -9149820.000000 Penalty: 5641.536621
	Iteration 158Q: 3 clusters Score -9149820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -9149820.000000 Penalty: 5641.536621
	Iteration 159Q: 3 clusters Score -9149820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -9149815.000000 Penalty: 5641.536621
	Iteration 160F: 3 clusters Score -9149815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -9149820.000000 Penalty: 5641.536621
	Iteration 161Q: 3 clusters Score -9149820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -9149824.000000 Penalty: 5641.536621
	Iteration 162Q: 3 clusters Score -9149824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -9149819.000000 Penalty: 5641.536621
	Iteration 163Q: 3 clusters Score -9149819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -9149850.000000 Penalty: 5641.536621
	Iteration 164Q: 3 clusters Score -9149850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -9149846.000000 Penalty: 5641.536621
	Iteration 165Q: 3 clusters Score -9149846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -9149838.000000 Penalty: 5641.536621
	Iteration 166Q: 3 clusters Score -9149838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -9149842.000000 Penalty: 5641.536621
	Iteration 167Q: 3 clusters Score -9149842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -9149842.000000 Penalty: 5641.536621
	Iteration 168F: 3 clusters Score -9149842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -199470.578125 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -199470.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -196516.578125 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -196516.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197009.000000 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -197009 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -197151.921875 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -197151.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -197255.250000 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -197255.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -197328.875000 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -197328.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -197389.031250 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -197389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -197436.281250 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -197436.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -197474.500000 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -197474.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197510.015625 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -197510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -197549.359375 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -197549.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -197587.312500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -197587.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -197632.812500 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -197632.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -197688.796875 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -197688.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -197732.906250 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -197732.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -197770.031250 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -197770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -197809.953125 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -197810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -197841.906250 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -197841.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197879.250000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -197879.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -197903.375000 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -197903.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197928.703125 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -197928.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -197968.203125 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -197968.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -198011.484375 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -198011.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -198047.015625 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -198047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -198097.812500 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -198097.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -198134.296875 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -198134.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198165.546875 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -198165.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -198192.000000 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -198192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -198215.562500 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -198215.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -198242.062500 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -198242.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -198255.937500 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -198255.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -198265.718750 Penalty: 3895.195312
	Iteration 30Q: 3 clusters Score -198265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -198270.562500 Penalty: 3895.195312
	Iteration 31Q: 3 clusters Score -198270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -198275.109375 Penalty: 3895.195312
	Iteration 32Q: 3 clusters Score -198275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -198280.109375 Penalty: 3895.195312
	Iteration 33Q: 3 clusters Score -198280.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -198285.421875 Penalty: 3895.195312
	Iteration 34Q: 3 clusters Score -198285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -198290.078125 Penalty: 3895.195312
	Iteration 35Q: 3 clusters Score -198290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -198291.500000 Penalty: 3895.195312
	Iteration 36Q: 3 clusters Score -198291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -198292.281250 Penalty: 3895.195312
	Iteration 37Q: 3 clusters Score -198292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198292.265625 Penalty: 3895.195312
	Iteration 38Q: 3 clusters Score -198292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -198292.265625 Penalty: 3895.195312
	Iteration 39F: 3 clusters Score -198292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -177445.953125 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -177446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -174623.218750 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -174623.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -175173.812500 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -175173.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -175322.812500 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -175322.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -175403.750000 Penalty: 3844.945068
	Iteration 3Q: 3 clusters Score -175403.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -175453.531250 Penalty: 3844.945068
	Iteration 4Q: 3 clusters Score -175453.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -175486.375000 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -175486.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -175511.046875 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -175511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -175536.328125 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -175536.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -175561.671875 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -175561.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -175581.156250 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -175581.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -175599.343750 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -175599.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -175621.187500 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -175621.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -175648.125000 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -175648.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -175672.453125 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -175672.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -175700.687500 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -175700.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -175727.625000 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -175727.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -175745.125000 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -175745.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -175755.546875 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -175755.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -175764.312500 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -175764.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -175777.484375 Penalty: 3844.945068
	Iteration 19Q: 3 clusters Score -175777.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -175793.625000 Penalty: 3844.945068
	Iteration 20F: 3 clusters Score -175793.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -175817.671875 Penalty: 3844.945068
	Iteration 21Q: 3 clusters Score -175817.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -175837.093750 Penalty: 3844.945068
	Iteration 22Q: 3 clusters Score -175837.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -175859.562500 Penalty: 3844.945068
	Iteration 23Q: 3 clusters Score -175859.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -175883.171875 Penalty: 3844.945068
	Iteration 24Q: 3 clusters Score -175883.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -175903.781250 Penalty: 3844.945068
	Iteration 25Q: 3 clusters Score -175903.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -175924.531250 Penalty: 3844.945068
	Iteration 26Q: 3 clusters Score -175924.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -175945.859375 Penalty: 3844.945068
	Iteration 27Q: 3 clusters Score -175945.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -175957.734375 Penalty: 3844.945068
	Iteration 28Q: 3 clusters Score -175957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -175967.953125 Penalty: 3844.945068
	Iteration 29Q: 3 clusters Score -175968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -175978.875000 Penalty: 3844.945068
	Iteration 30Q: 3 clusters Score -175978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -175987.765625 Penalty: 3844.945068
	Iteration 31Q: 3 clusters Score -175987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -175997.046875 Penalty: 3844.945068
	Iteration 32Q: 3 clusters Score -175997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -176002.968750 Penalty: 3844.945068
	Iteration 33Q: 3 clusters Score -176003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -176007.312500 Penalty: 3844.945068
	Iteration 34Q: 3 clusters Score -176007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -176009.375000 Penalty: 3844.945068
	Iteration 35Q: 3 clusters Score -176009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -176009.984375 Penalty: 3844.945068
	Iteration 36Q: 3 clusters Score -176010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -176009.984375 Penalty: 3844.945068
	Iteration 37F: 3 clusters Score -176010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Entering Unmasked Estep 
Score: -1369075.250000 Penalty: 2423.529297
	Iteration 0F: 2 clusters Score -1369075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1356556.500000 Penalty: 4847.058594
	Iteration 0F: 3 clusters Score -1356556 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1360659.125000 Penalty: 4847.058594
	Iteration 1F: 3 clusters Score -1360659 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1361079.250000 Penalty: 4847.058594
	Iteration 2F: 3 clusters Score -1361079 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1361470.000000 Penalty: 4847.058594
	Iteration 3Q: 3 clusters Score -1361470 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1361923.750000 Penalty: 4847.058594
	Iteration 4Q: 3 clusters Score -1361924 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1362445.625000 Penalty: 4847.058594
	Iteration 5Q: 3 clusters Score -1362446 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1362987.750000 Penalty: 4847.058594
	Iteration 6F: 3 clusters Score -1362988 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1363684.375000 Penalty: 4847.058594
	Iteration 7F: 3 clusters Score -1363684 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1364524.875000 Penalty: 4847.058594
	Iteration 8F: 3 clusters Score -1364525 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1365430.500000 Penalty: 4847.058594
	Iteration 9F: 3 clusters Score -1365430 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1366272.750000 Penalty: 4847.058594
	Iteration 10F: 3 clusters Score -1366273 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1366849.750000 Penalty: 4847.058594
	Iteration 11F: 3 clusters Score -1366850 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1367266.375000 Penalty: 4847.058594
	Iteration 12Q: 3 clusters Score -1367266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1367636.875000 Penalty: 4847.058594
	Iteration 13Q: 3 clusters Score -1367637 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1368033.250000 Penalty: 4847.058594
	Iteration 14Q: 3 clusters Score -1368033 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1368405.875000 Penalty: 4847.058594
	Iteration 15Q: 3 clusters Score -1368406 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1368678.000000 Penalty: 4847.058594
	Iteration 16Q: 3 clusters Score -1368678 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1368825.750000 Penalty: 4847.058594
	Iteration 17Q: 3 clusters Score -1368826 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1368912.375000 Penalty: 4847.058594
	Iteration 18Q: 3 clusters Score -1368912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1368973.625000 Penalty: 4847.058594
	Iteration 19Q: 3 clusters Score -1368974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1369020.625000 Penalty: 4847.058594
	Iteration 20F: 3 clusters Score -1369021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1369068.500000 Penalty: 4847.058594
	Iteration 21Q: 3 clusters Score -1369068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1369092.750000 Penalty: 4847.058594
	Iteration 22Q: 3 clusters Score -1369093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1369120.000000 Penalty: 4847.058594
	Iteration 23Q: 3 clusters Score -1369120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1369137.875000 Penalty: 4847.058594
	Iteration 24Q: 3 clusters Score -1369138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1369154.250000 Penalty: 4847.058594
	Iteration 25Q: 3 clusters Score -1369154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1369167.250000 Penalty: 4847.058594
	Iteration 26Q: 3 clusters Score -1369167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1369186.000000 Penalty: 4847.058594
	Iteration 27Q: 3 clusters Score -1369186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1369192.000000 Penalty: 4847.058594
	Iteration 28Q: 3 clusters Score -1369192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1369197.875000 Penalty: 4847.058594
	Iteration 29Q: 3 clusters Score -1369198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1369198.500000 Penalty: 4847.058594
	Iteration 30Q: 3 clusters Score -1369198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1369203.250000 Penalty: 4847.058594
	Iteration 31Q: 3 clusters Score -1369203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1369204.000000 Penalty: 4847.058594
	Iteration 32Q: 3 clusters Score -1369204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1369204.000000 Penalty: 4847.058594
	Iteration 33F: 3 clusters Score -1369204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 14555 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Mstep: Class 70 contains 2986 members 
Entering Unmasked Estep 
Score: -150790176.000000 Penalty: 249840.625000
Splitting cluster 22 changes total score from -150790608.000000 to -150790176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -482332.531250 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -482332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -477104.937500 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -477104.9 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -478515.687500 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -478515.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -478824.593750 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -478824.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -479027.531250 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -479027.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -479179.031250 Penalty: 4327.690430
	Iteration 4Q: 3 clusters Score -479179 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -479287.125000 Penalty: 4327.690430
	Iteration 5Q: 3 clusters Score -479287.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -479355.968750 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -479356 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -479405.093750 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -479405.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -479446.312500 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -479446.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -479489.187500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -479489.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -479537.187500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -479537.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -479587.718750 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -479587.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -479630.718750 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -479630.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -479669.593750 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -479669.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -479706.656250 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -479706.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -479752.968750 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -479753 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -479800.437500 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -479800.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -479853.406250 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -479853.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -479903.406250 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -479903.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -479961.937500 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -479961.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -480017.125000 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -480017.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -480074.250000 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -480074.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -480162.656250 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -480162.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -480260.625000 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -480260.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -480368.250000 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -480368.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -480491.218750 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -480491.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -480625.750000 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -480625.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -480733.281250 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -480733.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -480809.562500 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -480809.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -480871.718750 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -480871.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -480930.687500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -480930.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -480970.156250 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -480970.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -480994.281250 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -480994.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -481014.750000 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -481014.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -481029.531250 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -481029.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -481036.406250 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -481036.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -481042.250000 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -481042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -481046.406250 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -481046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -481050.312500 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -481050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -481050.906250 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -481050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -481053.187500 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -481053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -481054.468750 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -481054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -481054.500000 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -481054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -481054.750000 Penalty: 4327.690430
	Iteration 43Q: 3 clusters Score -481054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -481054.750000 Penalty: 4327.690430
	Iteration 44F: 3 clusters Score -481054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Entering Unmasked Estep 
Score: -1359996.750000 Penalty: 2442.664551
	Iteration 0F: 2 clusters Score -1359997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1346618.125000 Penalty: 4885.329102
	Iteration 0F: 3 clusters Score -1346618 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1351498.750000 Penalty: 4885.329102
	Iteration 1F: 3 clusters Score -1351499 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1352363.000000 Penalty: 4885.329102
	Iteration 2F: 3 clusters Score -1352363 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1353425.875000 Penalty: 4885.329102
	Iteration 3F: 3 clusters Score -1353426 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1354668.000000 Penalty: 4885.329102
	Iteration 4F: 3 clusters Score -1354668 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1355782.625000 Penalty: 4885.329102
	Iteration 5F: 3 clusters Score -1355783 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1356556.125000 Penalty: 4885.329102
	Iteration 6F: 3 clusters Score -1356556 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1356996.375000 Penalty: 4885.329102
	Iteration 7Q: 3 clusters Score -1356996 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1357249.000000 Penalty: 4885.329102
	Iteration 8Q: 3 clusters Score -1357249 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1357406.125000 Penalty: 4885.329102
	Iteration 9Q: 3 clusters Score -1357406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1357521.500000 Penalty: 4885.329102
	Iteration 10Q: 3 clusters Score -1357522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1357612.125000 Penalty: 4885.329102
	Iteration 11Q: 3 clusters Score -1357612 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1357679.125000 Penalty: 4885.329102
	Iteration 12Q: 3 clusters Score -1357679 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1357750.375000 Penalty: 4885.329102
	Iteration 13Q: 3 clusters Score -1357750 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1357799.250000 Penalty: 4885.329102
	Iteration 14Q: 3 clusters Score -1357799 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1357832.125000 Penalty: 4885.329102
	Iteration 15Q: 3 clusters Score -1357832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1357864.125000 Penalty: 4885.329102
	Iteration 16Q: 3 clusters Score -1357864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1357893.875000 Penalty: 4885.329102
	Iteration 17Q: 3 clusters Score -1357894 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1357920.250000 Penalty: 4885.329102
	Iteration 18Q: 3 clusters Score -1357920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1357935.250000 Penalty: 4885.329102
	Iteration 19Q: 3 clusters Score -1357935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1357947.000000 Penalty: 4885.329102
	Iteration 20F: 3 clusters Score -1357947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1357960.750000 Penalty: 4885.329102
	Iteration 21Q: 3 clusters Score -1357961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1357976.250000 Penalty: 4885.329102
	Iteration 22Q: 3 clusters Score -1357976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1357983.125000 Penalty: 4885.329102
	Iteration 23Q: 3 clusters Score -1357983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1357985.625000 Penalty: 4885.329102
	Iteration 24Q: 3 clusters Score -1357986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1357996.000000 Penalty: 4885.329102
	Iteration 25Q: 3 clusters Score -1357996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1358009.500000 Penalty: 4885.329102
	Iteration 26Q: 3 clusters Score -1358010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1358018.250000 Penalty: 4885.329102
	Iteration 27Q: 3 clusters Score -1358018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1358024.250000 Penalty: 4885.329102
	Iteration 28Q: 3 clusters Score -1358024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1358031.750000 Penalty: 4885.329102
	Iteration 29Q: 3 clusters Score -1358032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1358049.125000 Penalty: 4885.329102
	Iteration 30Q: 3 clusters Score -1358049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1358057.500000 Penalty: 4885.329102
	Iteration 31Q: 3 clusters Score -1358058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1358075.375000 Penalty: 4885.329102
	Iteration 32Q: 3 clusters Score -1358075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1358084.750000 Penalty: 4885.329102
	Iteration 33Q: 3 clusters Score -1358085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1358098.000000 Penalty: 4885.329102
	Iteration 34Q: 3 clusters Score -1358098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1358124.125000 Penalty: 4885.329102
	Iteration 35Q: 3 clusters Score -1358124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1358138.625000 Penalty: 4885.329102
	Iteration 36Q: 3 clusters Score -1358139 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1358156.375000 Penalty: 4885.329102
	Iteration 37Q: 3 clusters Score -1358156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1358173.625000 Penalty: 4885.329102
	Iteration 38Q: 3 clusters Score -1358174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1358189.750000 Penalty: 4885.329102
	Iteration 39Q: 3 clusters Score -1358190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1358198.125000 Penalty: 4885.329102
	Iteration 40F: 3 clusters Score -1358198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1358213.125000 Penalty: 4885.329102
	Iteration 41Q: 3 clusters Score -1358213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1358225.500000 Penalty: 4885.329102
	Iteration 42Q: 3 clusters Score -1358226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1358236.000000 Penalty: 4885.329102
	Iteration 43Q: 3 clusters Score -1358236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1358247.625000 Penalty: 4885.329102
	Iteration 44Q: 3 clusters Score -1358248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1358266.125000 Penalty: 4885.329102
	Iteration 45Q: 3 clusters Score -1358266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1358280.250000 Penalty: 4885.329102
	Iteration 46Q: 3 clusters Score -1358280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1358292.375000 Penalty: 4885.329102
	Iteration 47Q: 3 clusters Score -1358292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1358305.500000 Penalty: 4885.329102
	Iteration 48Q: 3 clusters Score -1358306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1358328.000000 Penalty: 4885.329102
	Iteration 49Q: 3 clusters Score -1358328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1358338.625000 Penalty: 4885.329102
	Iteration 50Q: 3 clusters Score -1358339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1358358.125000 Penalty: 4885.329102
	Iteration 51Q: 3 clusters Score -1358358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1358373.000000 Penalty: 4885.329102
	Iteration 52Q: 3 clusters Score -1358373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1358390.375000 Penalty: 4885.329102
	Iteration 53Q: 3 clusters Score -1358390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1358397.750000 Penalty: 4885.329102
	Iteration 54Q: 3 clusters Score -1358398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1358409.250000 Penalty: 4885.329102
	Iteration 55Q: 3 clusters Score -1358409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1358423.000000 Penalty: 4885.329102
	Iteration 56Q: 3 clusters Score -1358423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1358432.750000 Penalty: 4885.329102
	Iteration 57Q: 3 clusters Score -1358433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1358438.250000 Penalty: 4885.329102
	Iteration 58Q: 3 clusters Score -1358438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1358447.250000 Penalty: 4885.329102
	Iteration 59Q: 3 clusters Score -1358447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1358456.250000 Penalty: 4885.329102
	Iteration 60F: 3 clusters Score -1358456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1358458.125000 Penalty: 4885.329102
	Iteration 61Q: 3 clusters Score -1358458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1358463.625000 Penalty: 4885.329102
	Iteration 62Q: 3 clusters Score -1358464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1358468.000000 Penalty: 4885.329102
	Iteration 63Q: 3 clusters Score -1358468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1358486.750000 Penalty: 4885.329102
	Iteration 64Q: 3 clusters Score -1358487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1358499.500000 Penalty: 4885.329102
	Iteration 65Q: 3 clusters Score -1358500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1358506.750000 Penalty: 4885.329102
	Iteration 66Q: 3 clusters Score -1358507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1358521.500000 Penalty: 4885.329102
	Iteration 67Q: 3 clusters Score -1358522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1358528.750000 Penalty: 4885.329102
	Iteration 68Q: 3 clusters Score -1358529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1358545.000000 Penalty: 4885.329102
	Iteration 69Q: 3 clusters Score -1358545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1358553.250000 Penalty: 4885.329102
	Iteration 70Q: 3 clusters Score -1358553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1358565.125000 Penalty: 4885.329102
	Iteration 71Q: 3 clusters Score -1358565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1358573.250000 Penalty: 4885.329102
	Iteration 72Q: 3 clusters Score -1358573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1358576.000000 Penalty: 4885.329102
	Iteration 73Q: 3 clusters Score -1358576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1358594.250000 Penalty: 4885.329102
	Iteration 74Q: 3 clusters Score -1358594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1358599.875000 Penalty: 4885.329102
	Iteration 75Q: 3 clusters Score -1358600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1358606.625000 Penalty: 4885.329102
	Iteration 76Q: 3 clusters Score -1358607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1358623.625000 Penalty: 4885.329102
	Iteration 77Q: 3 clusters Score -1358624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1358634.625000 Penalty: 4885.329102
	Iteration 78Q: 3 clusters Score -1358635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1358645.125000 Penalty: 4885.329102
	Iteration 79Q: 3 clusters Score -1358645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1358657.000000 Penalty: 4885.329102
	Iteration 80F: 3 clusters Score -1358657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1358662.750000 Penalty: 4885.329102
	Iteration 81Q: 3 clusters Score -1358663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1358671.000000 Penalty: 4885.329102
	Iteration 82Q: 3 clusters Score -1358671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1358685.000000 Penalty: 4885.329102
	Iteration 83Q: 3 clusters Score -1358685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1358695.500000 Penalty: 4885.329102
	Iteration 84Q: 3 clusters Score -1358696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1358707.250000 Penalty: 4885.329102
	Iteration 85Q: 3 clusters Score -1358707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1358718.500000 Penalty: 4885.329102
	Iteration 86Q: 3 clusters Score -1358718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1358725.375000 Penalty: 4885.329102
	Iteration 87Q: 3 clusters Score -1358725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1358734.125000 Penalty: 4885.329102
	Iteration 88Q: 3 clusters Score -1358734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1358749.875000 Penalty: 4885.329102
	Iteration 89Q: 3 clusters Score -1358750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1358760.500000 Penalty: 4885.329102
	Iteration 90Q: 3 clusters Score -1358760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1358763.750000 Penalty: 4885.329102
	Iteration 91Q: 3 clusters Score -1358764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1358778.250000 Penalty: 4885.329102
	Iteration 92Q: 3 clusters Score -1358778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1358781.500000 Penalty: 4885.329102
	Iteration 93Q: 3 clusters Score -1358782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1358786.250000 Penalty: 4885.329102
	Iteration 94Q: 3 clusters Score -1358786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1358788.375000 Penalty: 4885.329102
	Iteration 95Q: 3 clusters Score -1358788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1358790.375000 Penalty: 4885.329102
	Iteration 96Q: 3 clusters Score -1358790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1358796.000000 Penalty: 4885.329102
	Iteration 97Q: 3 clusters Score -1358796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1358803.625000 Penalty: 4885.329102
	Iteration 98Q: 3 clusters Score -1358804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1358804.500000 Penalty: 4885.329102
	Iteration 99Q: 3 clusters Score -1358804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1358812.250000 Penalty: 4885.329102
	Iteration 100F: 3 clusters Score -1358812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1358814.000000 Penalty: 4885.329102
	Iteration 101Q: 3 clusters Score -1358814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1358814.250000 Penalty: 4885.329102
	Iteration 102Q: 3 clusters Score -1358814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1358822.500000 Penalty: 4885.329102
	Iteration 103Q: 3 clusters Score -1358822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1358818.625000 Penalty: 4885.329102
	Iteration 104Q: 3 clusters Score -1358819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1358823.625000 Penalty: 4885.329102
	Iteration 105Q: 3 clusters Score -1358824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1358826.375000 Penalty: 4885.329102
	Iteration 106Q: 3 clusters Score -1358826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1358828.500000 Penalty: 4885.329102
	Iteration 107Q: 3 clusters Score -1358828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1358827.250000 Penalty: 4885.329102
	Iteration 108Q: 3 clusters Score -1358827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1358829.500000 Penalty: 4885.329102
	Iteration 109Q: 3 clusters Score -1358830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1358831.125000 Penalty: 4885.329102
	Iteration 110Q: 3 clusters Score -1358831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1358830.750000 Penalty: 4885.329102
	Iteration 111Q: 3 clusters Score -1358831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1358834.750000 Penalty: 4885.329102
	Iteration 112Q: 3 clusters Score -1358835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1358840.750000 Penalty: 4885.329102
	Iteration 113Q: 3 clusters Score -1358841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1358842.000000 Penalty: 4885.329102
	Iteration 114Q: 3 clusters Score -1358842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1358843.250000 Penalty: 4885.329102
	Iteration 115Q: 3 clusters Score -1358843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1358841.875000 Penalty: 4885.329102
	Iteration 116Q: 3 clusters Score -1358842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1358844.375000 Penalty: 4885.329102
	Iteration 117Q: 3 clusters Score -1358844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1358847.750000 Penalty: 4885.329102
	Iteration 118Q: 3 clusters Score -1358848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1358852.750000 Penalty: 4885.329102
	Iteration 119Q: 3 clusters Score -1358853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1358857.375000 Penalty: 4885.329102
	Iteration 120F: 3 clusters Score -1358857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1358866.250000 Penalty: 4885.329102
	Iteration 121Q: 3 clusters Score -1358866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1358871.500000 Penalty: 4885.329102
	Iteration 122Q: 3 clusters Score -1358872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1358875.875000 Penalty: 4885.329102
	Iteration 123Q: 3 clusters Score -1358876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1358885.750000 Penalty: 4885.329102
	Iteration 124Q: 3 clusters Score -1358886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1358897.625000 Penalty: 4885.329102
	Iteration 125Q: 3 clusters Score -1358898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1358903.125000 Penalty: 4885.329102
	Iteration 126Q: 3 clusters Score -1358903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1358912.875000 Penalty: 4885.329102
	Iteration 127Q: 3 clusters Score -1358913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1358916.125000 Penalty: 4885.329102
	Iteration 128Q: 3 clusters Score -1358916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1358917.875000 Penalty: 4885.329102
	Iteration 129Q: 3 clusters Score -1358918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1358930.375000 Penalty: 4885.329102
	Iteration 130Q: 3 clusters Score -1358930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1358932.250000 Penalty: 4885.329102
	Iteration 131Q: 3 clusters Score -1358932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1358938.250000 Penalty: 4885.329102
	Iteration 132Q: 3 clusters Score -1358938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1358940.000000 Penalty: 4885.329102
	Iteration 133Q: 3 clusters Score -1358940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1358944.500000 Penalty: 4885.329102
	Iteration 134Q: 3 clusters Score -1358944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1358949.125000 Penalty: 4885.329102
	Iteration 135Q: 3 clusters Score -1358949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1358950.875000 Penalty: 4885.329102
	Iteration 136Q: 3 clusters Score -1358951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1358950.750000 Penalty: 4885.329102
	Iteration 137Q: 3 clusters Score -1358951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1358951.000000 Penalty: 4885.329102
	Iteration 138Q: 3 clusters Score -1358951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1358953.375000 Penalty: 4885.329102
	Iteration 139Q: 3 clusters Score -1358953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1358954.750000 Penalty: 4885.329102
	Iteration 140F: 3 clusters Score -1358955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -1127047.875000 Penalty: 2376.534424
	Iteration 0F: 2 clusters Score -1127048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1116571.500000 Penalty: 4753.068848
	Iteration 0F: 3 clusters Score -1116572 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1119991.125000 Penalty: 4753.068848
	Iteration 1F: 3 clusters Score -1119991 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1120578.500000 Penalty: 4753.068848
	Iteration 2F: 3 clusters Score -1120578 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1121157.750000 Penalty: 4753.068848
	Iteration 3F: 3 clusters Score -1121158 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1121807.750000 Penalty: 4753.068848
	Iteration 4F: 3 clusters Score -1121808 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1122452.875000 Penalty: 4753.068848
	Iteration 5F: 3 clusters Score -1122453 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1122946.500000 Penalty: 4753.068848
	Iteration 6F: 3 clusters Score -1122946 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1123307.625000 Penalty: 4753.068848
	Iteration 7Q: 3 clusters Score -1123308 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1123570.000000 Penalty: 4753.068848
	Iteration 8Q: 3 clusters Score -1123570 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1123771.125000 Penalty: 4753.068848
	Iteration 9Q: 3 clusters Score -1123771 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1123960.375000 Penalty: 4753.068848
	Iteration 10Q: 3 clusters Score -1123960 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1124180.250000 Penalty: 4753.068848
	Iteration 11Q: 3 clusters Score -1124180 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1124474.625000 Penalty: 4753.068848
	Iteration 12Q: 3 clusters Score -1124475 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1124856.500000 Penalty: 4753.068848
	Iteration 13Q: 3 clusters Score -1124856 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1125358.750000 Penalty: 4753.068848
	Iteration 14Q: 3 clusters Score -1125359 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1125850.125000 Penalty: 4753.068848
	Iteration 15Q: 3 clusters Score -1125850 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1126149.250000 Penalty: 4753.068848
	Iteration 16Q: 3 clusters Score -1126149 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1126310.125000 Penalty: 4753.068848
	Iteration 17Q: 3 clusters Score -1126310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1126389.000000 Penalty: 4753.068848
	Iteration 18Q: 3 clusters Score -1126389 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1126434.375000 Penalty: 4753.068848
	Iteration 19Q: 3 clusters Score -1126434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1126464.375000 Penalty: 4753.068848
	Iteration 20F: 3 clusters Score -1126464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1126481.500000 Penalty: 4753.068848
	Iteration 21Q: 3 clusters Score -1126482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1126496.125000 Penalty: 4753.068848
	Iteration 22Q: 3 clusters Score -1126496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1126509.000000 Penalty: 4753.068848
	Iteration 23Q: 3 clusters Score -1126509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1126516.875000 Penalty: 4753.068848
	Iteration 24Q: 3 clusters Score -1126517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1126523.250000 Penalty: 4753.068848
	Iteration 25Q: 3 clusters Score -1126523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1126528.000000 Penalty: 4753.068848
	Iteration 26Q: 3 clusters Score -1126528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1126530.250000 Penalty: 4753.068848
	Iteration 27Q: 3 clusters Score -1126530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1126535.250000 Penalty: 4753.068848
	Iteration 28Q: 3 clusters Score -1126535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1126538.375000 Penalty: 4753.068848
	Iteration 29Q: 3 clusters Score -1126538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1126540.875000 Penalty: 4753.068848
	Iteration 30Q: 3 clusters Score -1126541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1126539.750000 Penalty: 4753.068848
	Iteration 31Q: 3 clusters Score -1126540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1126538.000000 Penalty: 4753.068848
	Iteration 32Q: 3 clusters Score -1126538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1126538.750000 Penalty: 4753.068848
	Iteration 33Q: 3 clusters Score -1126539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1126540.000000 Penalty: 4753.068848
	Iteration 34Q: 3 clusters Score -1126540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1126541.500000 Penalty: 4753.068848
	Iteration 35Q: 3 clusters Score -1126542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1126543.750000 Penalty: 4753.068848
	Iteration 36Q: 3 clusters Score -1126544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1126544.500000 Penalty: 4753.068848
	Iteration 37Q: 3 clusters Score -1126544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1126544.500000 Penalty: 4753.068848
	Iteration 38Q: 3 clusters Score -1126544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1126547.250000 Penalty: 4753.068848
	Iteration 39Q: 3 clusters Score -1126547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1126548.750000 Penalty: 4753.068848
	Iteration 40F: 3 clusters Score -1126549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1126552.500000 Penalty: 4753.068848
	Iteration 41Q: 3 clusters Score -1126552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1126554.500000 Penalty: 4753.068848
	Iteration 42Q: 3 clusters Score -1126554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1126553.250000 Penalty: 4753.068848
	Iteration 43Q: 3 clusters Score -1126553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1126552.625000 Penalty: 4753.068848
	Iteration 44Q: 3 clusters Score -1126553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1126554.250000 Penalty: 4753.068848
	Iteration 45Q: 3 clusters Score -1126554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1126554.375000 Penalty: 4753.068848
	Iteration 46Q: 3 clusters Score -1126554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1126553.750000 Penalty: 4753.068848
	Iteration 47Q: 3 clusters Score -1126554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1126552.750000 Penalty: 4753.068848
	Iteration 48Q: 3 clusters Score -1126553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1126554.125000 Penalty: 4753.068848
	Iteration 49Q: 3 clusters Score -1126554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1126553.375000 Penalty: 4753.068848
	Iteration 50Q: 3 clusters Score -1126553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1126552.000000 Penalty: 4753.068848
	Iteration 51Q: 3 clusters Score -1126552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1126554.500000 Penalty: 4753.068848
	Iteration 52Q: 3 clusters Score -1126554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1126555.000000 Penalty: 4753.068848
	Iteration 53Q: 3 clusters Score -1126555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1126555.000000 Penalty: 4753.068848
	Iteration 54F: 3 clusters Score -1126555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Entering Unmasked Estep 
Score: -1605848.125000 Penalty: 2476.696289
	Iteration 0F: 2 clusters Score -1605848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1590562.875000 Penalty: 4953.392578
	Iteration 0F: 3 clusters Score -1590563 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1595818.000000 Penalty: 4953.392578
	Iteration 1F: 3 clusters Score -1595818 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1596337.000000 Penalty: 4953.392578
	Iteration 2F: 3 clusters Score -1596337 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1596801.500000 Penalty: 4953.392578
	Iteration 3F: 3 clusters Score -1596802 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1597292.000000 Penalty: 4953.392578
	Iteration 4Q: 3 clusters Score -1597292 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1597790.125000 Penalty: 4953.392578
	Iteration 5Q: 3 clusters Score -1597790 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1598273.125000 Penalty: 4953.392578
	Iteration 6Q: 3 clusters Score -1598273 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1598857.125000 Penalty: 4953.392578
	Iteration 7Q: 3 clusters Score -1598857 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1599527.375000 Penalty: 4953.392578
	Iteration 8F: 3 clusters Score -1599527 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1600224.125000 Penalty: 4953.392578
	Iteration 9F: 3 clusters Score -1600224 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1600887.750000 Penalty: 4953.392578
	Iteration 10Q: 3 clusters Score -1600888 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1601452.500000 Penalty: 4953.392578
	Iteration 11Q: 3 clusters Score -1601452 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1601925.000000 Penalty: 4953.392578
	Iteration 12Q: 3 clusters Score -1601925 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1602351.750000 Penalty: 4953.392578
	Iteration 13Q: 3 clusters Score -1602352 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1602709.625000 Penalty: 4953.392578
	Iteration 14Q: 3 clusters Score -1602710 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1603000.625000 Penalty: 4953.392578
	Iteration 15Q: 3 clusters Score -1603001 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1603233.750000 Penalty: 4953.392578
	Iteration 16Q: 3 clusters Score -1603234 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1603419.750000 Penalty: 4953.392578
	Iteration 17Q: 3 clusters Score -1603420 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1603546.500000 Penalty: 4953.392578
	Iteration 18Q: 3 clusters Score -1603546 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1603665.375000 Penalty: 4953.392578
	Iteration 19Q: 3 clusters Score -1603665 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1603746.375000 Penalty: 4953.392578
	Iteration 20F: 3 clusters Score -1603746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1603806.500000 Penalty: 4953.392578
	Iteration 21Q: 3 clusters Score -1603806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1603858.125000 Penalty: 4953.392578
	Iteration 22Q: 3 clusters Score -1603858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1603891.000000 Penalty: 4953.392578
	Iteration 23Q: 3 clusters Score -1603891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1603933.625000 Penalty: 4953.392578
	Iteration 24Q: 3 clusters Score -1603934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1603966.750000 Penalty: 4953.392578
	Iteration 25Q: 3 clusters Score -1603967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1603991.875000 Penalty: 4953.392578
	Iteration 26Q: 3 clusters Score -1603992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1604016.875000 Penalty: 4953.392578
	Iteration 27Q: 3 clusters Score -1604017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1604029.000000 Penalty: 4953.392578
	Iteration 28Q: 3 clusters Score -1604029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1604040.625000 Penalty: 4953.392578
	Iteration 29Q: 3 clusters Score -1604041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1604050.750000 Penalty: 4953.392578
	Iteration 30Q: 3 clusters Score -1604051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1604065.750000 Penalty: 4953.392578
	Iteration 31Q: 3 clusters Score -1604066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1604082.875000 Penalty: 4953.392578
	Iteration 32Q: 3 clusters Score -1604083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1604101.250000 Penalty: 4953.392578
	Iteration 33Q: 3 clusters Score -1604101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1604111.125000 Penalty: 4953.392578
	Iteration 34Q: 3 clusters Score -1604111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1604119.625000 Penalty: 4953.392578
	Iteration 35Q: 3 clusters Score -1604120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1604126.375000 Penalty: 4953.392578
	Iteration 36Q: 3 clusters Score -1604126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1604130.625000 Penalty: 4953.392578
	Iteration 37Q: 3 clusters Score -1604131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1604131.625000 Penalty: 4953.392578
	Iteration 38Q: 3 clusters Score -1604132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1604135.125000 Penalty: 4953.392578
	Iteration 39Q: 3 clusters Score -1604135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1604134.625000 Penalty: 4953.392578
	Iteration 40F: 3 clusters Score -1604135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1604138.250000 Penalty: 4953.392578
	Iteration 41Q: 3 clusters Score -1604138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1604137.375000 Penalty: 4953.392578
	Iteration 42Q: 3 clusters Score -1604137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1604141.500000 Penalty: 4953.392578
	Iteration 43Q: 3 clusters Score -1604142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1604141.625000 Penalty: 4953.392578
	Iteration 44Q: 3 clusters Score -1604142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1604140.750000 Penalty: 4953.392578
	Iteration 45Q: 3 clusters Score -1604141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1604142.625000 Penalty: 4953.392578
	Iteration 46Q: 3 clusters Score -1604143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1604145.625000 Penalty: 4953.392578
	Iteration 47Q: 3 clusters Score -1604146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1604147.625000 Penalty: 4953.392578
	Iteration 48Q: 3 clusters Score -1604148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1604152.875000 Penalty: 4953.392578
	Iteration 49Q: 3 clusters Score -1604153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1604156.250000 Penalty: 4953.392578
	Iteration 50Q: 3 clusters Score -1604156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1604157.250000 Penalty: 4953.392578
	Iteration 51Q: 3 clusters Score -1604157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1604156.250000 Penalty: 4953.392578
	Iteration 52Q: 3 clusters Score -1604156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1604155.500000 Penalty: 4953.392578
	Iteration 53Q: 3 clusters Score -1604156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1604158.500000 Penalty: 4953.392578
	Iteration 54Q: 3 clusters Score -1604158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1604167.125000 Penalty: 4953.392578
	Iteration 55Q: 3 clusters Score -1604167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1604168.000000 Penalty: 4953.392578
	Iteration 56Q: 3 clusters Score -1604168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1604170.125000 Penalty: 4953.392578
	Iteration 57Q: 3 clusters Score -1604170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1604173.500000 Penalty: 4953.392578
	Iteration 58Q: 3 clusters Score -1604174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1604174.625000 Penalty: 4953.392578
	Iteration 59Q: 3 clusters Score -1604175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1604177.500000 Penalty: 4953.392578
	Iteration 60F: 3 clusters Score -1604178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1604178.125000 Penalty: 4953.392578
	Iteration 61Q: 3 clusters Score -1604178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1604178.125000 Penalty: 4953.392578
	Iteration 62Q: 3 clusters Score -1604178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1604181.250000 Penalty: 4953.392578
	Iteration 63Q: 3 clusters Score -1604181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1604182.125000 Penalty: 4953.392578
	Iteration 64Q: 3 clusters Score -1604182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1604181.750000 Penalty: 4953.392578
	Iteration 65Q: 3 clusters Score -1604182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1604181.625000 Penalty: 4953.392578
	Iteration 66Q: 3 clusters Score -1604182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1604181.625000 Penalty: 4953.392578
	Iteration 67F: 3 clusters Score -1604182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1292177.500000 Penalty: 2368.440674
	Iteration 0F: 2 clusters Score -1292178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1281922.625000 Penalty: 4736.881348
	Iteration 0F: 3 clusters Score -1281923 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1285284.000000 Penalty: 4736.881348
	Iteration 1F: 3 clusters Score -1285284 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1285741.625000 Penalty: 4736.881348
	Iteration 2F: 3 clusters Score -1285742 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1286116.500000 Penalty: 4736.881348
	Iteration 3F: 3 clusters Score -1286116 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1286414.500000 Penalty: 4736.881348
	Iteration 4Q: 3 clusters Score -1286414 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1286699.250000 Penalty: 4736.881348
	Iteration 5Q: 3 clusters Score -1286699 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1287046.375000 Penalty: 4736.881348
	Iteration 6Q: 3 clusters Score -1287046 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1287395.125000 Penalty: 4736.881348
	Iteration 7Q: 3 clusters Score -1287395 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1287746.625000 Penalty: 4736.881348
	Iteration 8Q: 3 clusters Score -1287747 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1288106.875000 Penalty: 4736.881348
	Iteration 9Q: 3 clusters Score -1288107 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1288469.500000 Penalty: 4736.881348
	Iteration 10Q: 3 clusters Score -1288470 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1288829.125000 Penalty: 4736.881348
	Iteration 11Q: 3 clusters Score -1288829 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1289181.250000 Penalty: 4736.881348
	Iteration 12Q: 3 clusters Score -1289181 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1289508.625000 Penalty: 4736.881348
	Iteration 13Q: 3 clusters Score -1289509 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1289769.625000 Penalty: 4736.881348
	Iteration 14Q: 3 clusters Score -1289770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1289979.000000 Penalty: 4736.881348
	Iteration 15Q: 3 clusters Score -1289979 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1290138.125000 Penalty: 4736.881348
	Iteration 16Q: 3 clusters Score -1290138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1290232.750000 Penalty: 4736.881348
	Iteration 17Q: 3 clusters Score -1290233 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1290292.000000 Penalty: 4736.881348
	Iteration 18Q: 3 clusters Score -1290292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1290329.125000 Penalty: 4736.881348
	Iteration 19Q: 3 clusters Score -1290329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1290343.875000 Penalty: 4736.881348
	Iteration 20F: 3 clusters Score -1290344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1290365.250000 Penalty: 4736.881348
	Iteration 21Q: 3 clusters Score -1290365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1290377.375000 Penalty: 4736.881348
	Iteration 22Q: 3 clusters Score -1290377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1290389.625000 Penalty: 4736.881348
	Iteration 23Q: 3 clusters Score -1290390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1290396.375000 Penalty: 4736.881348
	Iteration 24Q: 3 clusters Score -1290396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1290401.375000 Penalty: 4736.881348
	Iteration 25Q: 3 clusters Score -1290401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1290405.000000 Penalty: 4736.881348
	Iteration 26Q: 3 clusters Score -1290405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1290411.125000 Penalty: 4736.881348
	Iteration 27Q: 3 clusters Score -1290411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1290418.875000 Penalty: 4736.881348
	Iteration 28Q: 3 clusters Score -1290419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1290420.750000 Penalty: 4736.881348
	Iteration 29Q: 3 clusters Score -1290421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1290423.500000 Penalty: 4736.881348
	Iteration 30Q: 3 clusters Score -1290424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1290430.875000 Penalty: 4736.881348
	Iteration 31Q: 3 clusters Score -1290431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1290433.125000 Penalty: 4736.881348
	Iteration 32Q: 3 clusters Score -1290433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1290435.500000 Penalty: 4736.881348
	Iteration 33Q: 3 clusters Score -1290436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1290440.250000 Penalty: 4736.881348
	Iteration 34Q: 3 clusters Score -1290440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1290443.250000 Penalty: 4736.881348
	Iteration 35Q: 3 clusters Score -1290443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1290443.875000 Penalty: 4736.881348
	Iteration 36Q: 3 clusters Score -1290444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1290444.500000 Penalty: 4736.881348
	Iteration 37Q: 3 clusters Score -1290444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1290443.375000 Penalty: 4736.881348
	Iteration 38Q: 3 clusters Score -1290443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1290449.375000 Penalty: 4736.881348
	Iteration 39Q: 3 clusters Score -1290449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1290452.750000 Penalty: 4736.881348
	Iteration 40F: 3 clusters Score -1290453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1290455.750000 Penalty: 4736.881348
	Iteration 41Q: 3 clusters Score -1290456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1290460.875000 Penalty: 4736.881348
	Iteration 42Q: 3 clusters Score -1290461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1290465.000000 Penalty: 4736.881348
	Iteration 43Q: 3 clusters Score -1290465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1290469.000000 Penalty: 4736.881348
	Iteration 44Q: 3 clusters Score -1290469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1290470.250000 Penalty: 4736.881348
	Iteration 45Q: 3 clusters Score -1290470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1290471.750000 Penalty: 4736.881348
	Iteration 46Q: 3 clusters Score -1290472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1290473.500000 Penalty: 4736.881348
	Iteration 47Q: 3 clusters Score -1290474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1290473.500000 Penalty: 4736.881348
	Iteration 48F: 3 clusters Score -1290474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Entering Unmasked Estep 
Score: -2649476.750000 Penalty: 2584.600098
	Iteration 0F: 2 clusters Score -2649477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2626680.000000 Penalty: 5169.200195
	Iteration 0F: 3 clusters Score -2626680 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2635371.250000 Penalty: 5169.200195
	Iteration 1F: 3 clusters Score -2635371 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2636339.750000 Penalty: 5169.200195
	Iteration 2F: 3 clusters Score -2636340 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2637467.500000 Penalty: 5169.200195
	Iteration 3F: 3 clusters Score -2637468 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2638799.750000 Penalty: 5169.200195
	Iteration 4F: 3 clusters Score -2638800 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2640215.250000 Penalty: 5169.200195
	Iteration 5F: 3 clusters Score -2640215 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2641614.250000 Penalty: 5169.200195
	Iteration 6F: 3 clusters Score -2641614 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2642846.500000 Penalty: 5169.200195
	Iteration 7F: 3 clusters Score -2642846 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2643996.500000 Penalty: 5169.200195
	Iteration 8Q: 3 clusters Score -2643996 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2644830.500000 Penalty: 5169.200195
	Iteration 9Q: 3 clusters Score -2644830 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2645361.250000 Penalty: 5169.200195
	Iteration 10Q: 3 clusters Score -2645361 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2645625.750000 Penalty: 5169.200195
	Iteration 11Q: 3 clusters Score -2645626 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2645799.000000 Penalty: 5169.200195
	Iteration 12Q: 3 clusters Score -2645799 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2645929.500000 Penalty: 5169.200195
	Iteration 13Q: 3 clusters Score -2645930 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2646019.000000 Penalty: 5169.200195
	Iteration 14Q: 3 clusters Score -2646019 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2646118.500000 Penalty: 5169.200195
	Iteration 15Q: 3 clusters Score -2646118 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2646209.750000 Penalty: 5169.200195
	Iteration 16Q: 3 clusters Score -2646210 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2646310.750000 Penalty: 5169.200195
	Iteration 17Q: 3 clusters Score -2646311 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2646432.250000 Penalty: 5169.200195
	Iteration 18Q: 3 clusters Score -2646432 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2646551.500000 Penalty: 5169.200195
	Iteration 19Q: 3 clusters Score -2646552 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2646664.250000 Penalty: 5169.200195
	Iteration 20F: 3 clusters Score -2646664 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -2646776.500000 Penalty: 5169.200195
	Iteration 21Q: 3 clusters Score -2646776 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2646890.750000 Penalty: 5169.200195
	Iteration 22Q: 3 clusters Score -2646891 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -2646985.000000 Penalty: 5169.200195
	Iteration 23Q: 3 clusters Score -2646985 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2647074.000000 Penalty: 5169.200195
	Iteration 24Q: 3 clusters Score -2647074 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2647144.750000 Penalty: 5169.200195
	Iteration 25Q: 3 clusters Score -2647145 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2647181.500000 Penalty: 5169.200195
	Iteration 26Q: 3 clusters Score -2647182 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2647249.750000 Penalty: 5169.200195
	Iteration 27Q: 3 clusters Score -2647250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -2647276.250000 Penalty: 5169.200195
	Iteration 28Q: 3 clusters Score -2647276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2647301.500000 Penalty: 5169.200195
	Iteration 29Q: 3 clusters Score -2647302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -2647335.000000 Penalty: 5169.200195
	Iteration 30Q: 3 clusters Score -2647335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -2647356.250000 Penalty: 5169.200195
	Iteration 31Q: 3 clusters Score -2647356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -2647369.750000 Penalty: 5169.200195
	Iteration 32Q: 3 clusters Score -2647370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -2647394.000000 Penalty: 5169.200195
	Iteration 33Q: 3 clusters Score -2647394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -2647418.250000 Penalty: 5169.200195
	Iteration 34Q: 3 clusters Score -2647418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -2647445.500000 Penalty: 5169.200195
	Iteration 35Q: 3 clusters Score -2647446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2647461.000000 Penalty: 5169.200195
	Iteration 36Q: 3 clusters Score -2647461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -2647477.000000 Penalty: 5169.200195
	Iteration 37Q: 3 clusters Score -2647477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -2647485.500000 Penalty: 5169.200195
	Iteration 38Q: 3 clusters Score -2647486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -2647487.000000 Penalty: 5169.200195
	Iteration 39Q: 3 clusters Score -2647487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -2647500.750000 Penalty: 5169.200195
	Iteration 40F: 3 clusters Score -2647501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -2647509.000000 Penalty: 5169.200195
	Iteration 41Q: 3 clusters Score -2647509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -2647518.000000 Penalty: 5169.200195
	Iteration 42Q: 3 clusters Score -2647518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2647515.750000 Penalty: 5169.200195
	Iteration 43Q: 3 clusters Score -2647516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -2647524.000000 Penalty: 5169.200195
	Iteration 44Q: 3 clusters Score -2647524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -2647527.250000 Penalty: 5169.200195
	Iteration 45Q: 3 clusters Score -2647527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -2647528.500000 Penalty: 5169.200195
	Iteration 46Q: 3 clusters Score -2647528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2647529.000000 Penalty: 5169.200195
	Iteration 47Q: 3 clusters Score -2647529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -2647536.500000 Penalty: 5169.200195
	Iteration 48Q: 3 clusters Score -2647536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -2647533.000000 Penalty: 5169.200195
	Iteration 49Q: 3 clusters Score -2647533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -2647537.000000 Penalty: 5169.200195
	Iteration 50Q: 3 clusters Score -2647537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2647539.250000 Penalty: 5169.200195
	Iteration 51Q: 3 clusters Score -2647539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -2647546.000000 Penalty: 5169.200195
	Iteration 52Q: 3 clusters Score -2647546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -2647540.750000 Penalty: 5169.200195
	Iteration 53Q: 3 clusters Score -2647541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -2647551.500000 Penalty: 5169.200195
	Iteration 54Q: 3 clusters Score -2647552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -2647545.750000 Penalty: 5169.200195
	Iteration 55Q: 3 clusters Score -2647546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -2647552.000000 Penalty: 5169.200195
	Iteration 56Q: 3 clusters Score -2647552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -2647556.000000 Penalty: 5169.200195
	Iteration 57Q: 3 clusters Score -2647556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -2647560.500000 Penalty: 5169.200195
	Iteration 58Q: 3 clusters Score -2647560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -2647561.750000 Penalty: 5169.200195
	Iteration 59Q: 3 clusters Score -2647562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -2647562.250000 Penalty: 5169.200195
	Iteration 60F: 3 clusters Score -2647562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -2647563.500000 Penalty: 5169.200195
	Iteration 61Q: 3 clusters Score -2647564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -2647558.250000 Penalty: 5169.200195
	Iteration 62Q: 3 clusters Score -2647558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2647565.750000 Penalty: 5169.200195
	Iteration 63Q: 3 clusters Score -2647566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -2647564.750000 Penalty: 5169.200195
	Iteration 64Q: 3 clusters Score -2647565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -2647567.500000 Penalty: 5169.200195
	Iteration 65Q: 3 clusters Score -2647568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -2647566.000000 Penalty: 5169.200195
	Iteration 66Q: 3 clusters Score -2647566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -2647566.250000 Penalty: 5169.200195
	Iteration 67Q: 3 clusters Score -2647566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -2647567.250000 Penalty: 5169.200195
	Iteration 68Q: 3 clusters Score -2647567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -2647570.750000 Penalty: 5169.200195
	Iteration 69Q: 3 clusters Score -2647571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -2647572.500000 Penalty: 5169.200195
	Iteration 70Q: 3 clusters Score -2647572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2647571.000000 Penalty: 5169.200195
	Iteration 71Q: 3 clusters Score -2647571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -2647574.000000 Penalty: 5169.200195
	Iteration 72Q: 3 clusters Score -2647574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -2647573.000000 Penalty: 5169.200195
	Iteration 73Q: 3 clusters Score -2647573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -2647578.000000 Penalty: 5169.200195
	Iteration 74Q: 3 clusters Score -2647578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -2647576.000000 Penalty: 5169.200195
	Iteration 75Q: 3 clusters Score -2647576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -2647582.000000 Penalty: 5169.200195
	Iteration 76Q: 3 clusters Score -2647582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -2647580.250000 Penalty: 5169.200195
	Iteration 77Q: 3 clusters Score -2647580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -2647579.750000 Penalty: 5169.200195
	Iteration 78Q: 3 clusters Score -2647580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -2647581.250000 Penalty: 5169.200195
	Iteration 79Q: 3 clusters Score -2647581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -2647580.750000 Penalty: 5169.200195
	Iteration 80F: 3 clusters Score -2647581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -2647581.250000 Penalty: 5169.200195
	Iteration 81Q: 3 clusters Score -2647581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -2647583.250000 Penalty: 5169.200195
	Iteration 82Q: 3 clusters Score -2647583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -2647581.000000 Penalty: 5169.200195
	Iteration 83Q: 3 clusters Score -2647581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -2647581.750000 Penalty: 5169.200195
	Iteration 84Q: 3 clusters Score -2647582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -2647583.000000 Penalty: 5169.200195
	Iteration 85Q: 3 clusters Score -2647583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -2647584.750000 Penalty: 5169.200195
	Iteration 86Q: 3 clusters Score -2647585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -2647587.000000 Penalty: 5169.200195
	Iteration 87Q: 3 clusters Score -2647587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -2647584.000000 Penalty: 5169.200195
	Iteration 88Q: 3 clusters Score -2647584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -2647586.500000 Penalty: 5169.200195
	Iteration 89Q: 3 clusters Score -2647586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -2647586.500000 Penalty: 5169.200195
	Iteration 90F: 3 clusters Score -2647586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Entering Unmasked Estep 
Score: -4367286.500000 Penalty: 2700.723145
	Iteration 0F: 2 clusters Score -4367286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4331351.000000 Penalty: 5401.446289
	Iteration 0F: 3 clusters Score -4331351 nChanged 24887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -4345336.000000 Penalty: 5401.446289
	Iteration 1F: 3 clusters Score -4345336 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -4346298.500000 Penalty: 5401.446289
	Iteration 2Q: 3 clusters Score -4346298 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4347417.500000 Penalty: 5401.446289
	Iteration 3Q: 3 clusters Score -4347418 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4348899.500000 Penalty: 5401.446289
	Iteration 4F: 3 clusters Score -4348900 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4350833.500000 Penalty: 5401.446289
	Iteration 5F: 3 clusters Score -4350834 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4352832.500000 Penalty: 5401.446289
	Iteration 6F: 3 clusters Score -4352832 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4354458.000000 Penalty: 5401.446289
	Iteration 7F: 3 clusters Score -4354458 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4355776.000000 Penalty: 5401.446289
	Iteration 8F: 3 clusters Score -4355776 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4356693.000000 Penalty: 5401.446289
	Iteration 9Q: 3 clusters Score -4356693 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4357504.500000 Penalty: 5401.446289
	Iteration 10Q: 3 clusters Score -4357504 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4358161.000000 Penalty: 5401.446289
	Iteration 11Q: 3 clusters Score -4358161 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4358880.500000 Penalty: 5401.446289
	Iteration 12Q: 3 clusters Score -4358880 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4359634.000000 Penalty: 5401.446289
	Iteration 13Q: 3 clusters Score -4359634 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4360450.000000 Penalty: 5401.446289
	Iteration 14Q: 3 clusters Score -4360450 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4361303.500000 Penalty: 5401.446289
	Iteration 15Q: 3 clusters Score -4361304 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4362164.000000 Penalty: 5401.446289
	Iteration 16Q: 3 clusters Score -4362164 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -4362899.500000 Penalty: 5401.446289
	Iteration 17Q: 3 clusters Score -4362900 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4363525.000000 Penalty: 5401.446289
	Iteration 18Q: 3 clusters Score -4363525 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4364047.500000 Penalty: 5401.446289
	Iteration 19Q: 3 clusters Score -4364048 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4364576.000000 Penalty: 5401.446289
	Iteration 20F: 3 clusters Score -4364576 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4365001.000000 Penalty: 5401.446289
	Iteration 21Q: 3 clusters Score -4365001 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4365335.500000 Penalty: 5401.446289
	Iteration 22Q: 3 clusters Score -4365336 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4365592.000000 Penalty: 5401.446289
	Iteration 23Q: 3 clusters Score -4365592 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4365799.000000 Penalty: 5401.446289
	Iteration 24Q: 3 clusters Score -4365799 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4365954.000000 Penalty: 5401.446289
	Iteration 25Q: 3 clusters Score -4365954 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4366045.000000 Penalty: 5401.446289
	Iteration 26Q: 3 clusters Score -4366045 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4366101.000000 Penalty: 5401.446289
	Iteration 27Q: 3 clusters Score -4366101 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4366121.500000 Penalty: 5401.446289
	Iteration 28Q: 3 clusters Score -4366122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4366142.500000 Penalty: 5401.446289
	Iteration 29Q: 3 clusters Score -4366142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4366151.500000 Penalty: 5401.446289
	Iteration 30Q: 3 clusters Score -4366152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4366161.000000 Penalty: 5401.446289
	Iteration 31Q: 3 clusters Score -4366161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4366175.000000 Penalty: 5401.446289
	Iteration 32Q: 3 clusters Score -4366175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4366180.500000 Penalty: 5401.446289
	Iteration 33Q: 3 clusters Score -4366180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4366188.500000 Penalty: 5401.446289
	Iteration 34Q: 3 clusters Score -4366188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4366192.000000 Penalty: 5401.446289
	Iteration 35Q: 3 clusters Score -4366192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4366199.500000 Penalty: 5401.446289
	Iteration 36Q: 3 clusters Score -4366200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4366192.500000 Penalty: 5401.446289
	Iteration 37Q: 3 clusters Score -4366192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -4366187.000000 Penalty: 5401.446289
	Iteration 38Q: 3 clusters Score -4366187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4366188.500000 Penalty: 5401.446289
	Iteration 39Q: 3 clusters Score -4366188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4366188.000000 Penalty: 5401.446289
	Iteration 40F: 3 clusters Score -4366188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4366188.500000 Penalty: 5401.446289
	Iteration 41Q: 3 clusters Score -4366188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4366188.500000 Penalty: 5401.446289
	Iteration 42Q: 3 clusters Score -4366188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4366188.000000 Penalty: 5401.446289
	Iteration 43Q: 3 clusters Score -4366188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4366204.000000 Penalty: 5401.446289
	Iteration 44Q: 3 clusters Score -4366204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4366201.500000 Penalty: 5401.446289
	Iteration 45Q: 3 clusters Score -4366202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4366199.500000 Penalty: 5401.446289
	Iteration 46Q: 3 clusters Score -4366200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4366196.500000 Penalty: 5401.446289
	Iteration 47Q: 3 clusters Score -4366196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4366196.500000 Penalty: 5401.446289
	Iteration 48Q: 3 clusters Score -4366196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4366195.500000 Penalty: 5401.446289
	Iteration 49Q: 3 clusters Score -4366196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4366198.000000 Penalty: 5401.446289
	Iteration 50Q: 3 clusters Score -4366198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4366198.000000 Penalty: 5401.446289
	Iteration 51F: 3 clusters Score -4366198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -121851.382812 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -121851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -119350.414062 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -119350.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -119816.539062 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -119816.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119981.539062 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -119981.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120081.898438 Penalty: 3715.302734
	Iteration 3Q: 3 clusters Score -120081.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -120166.492188 Penalty: 3715.302734
	Iteration 4Q: 3 clusters Score -120166.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120244.257812 Penalty: 3715.302734
	Iteration 5Q: 3 clusters Score -120244.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -120322.367188 Penalty: 3715.302734
	Iteration 6Q: 3 clusters Score -120322.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -120395.414062 Penalty: 3715.302734
	Iteration 7Q: 3 clusters Score -120395.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -120456.828125 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -120456.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -120513.726562 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -120513.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -120554.671875 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -120554.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -120582.257812 Penalty: 3715.302734
	Iteration 11Q: 3 clusters Score -120582.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120610.304688 Penalty: 3715.302734
	Iteration 12Q: 3 clusters Score -120610.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -120629.867188 Penalty: 3715.302734
	Iteration 13Q: 3 clusters Score -120629.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -120647.953125 Penalty: 3715.302734
	Iteration 14Q: 3 clusters Score -120648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -120667.445312 Penalty: 3715.302734
	Iteration 15Q: 3 clusters Score -120667.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -120685.914062 Penalty: 3715.302734
	Iteration 16Q: 3 clusters Score -120685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120694.945312 Penalty: 3715.302734
	Iteration 17Q: 3 clusters Score -120694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -120701.570312 Penalty: 3715.302734
	Iteration 18Q: 3 clusters Score -120701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -120704.921875 Penalty: 3715.302734
	Iteration 19Q: 3 clusters Score -120704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -120714.039062 Penalty: 3715.302734
	Iteration 20F: 3 clusters Score -120714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -120724.468750 Penalty: 3715.302734
	Iteration 21Q: 3 clusters Score -120724.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -120739.062500 Penalty: 3715.302734
	Iteration 22Q: 3 clusters Score -120739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -120745.382812 Penalty: 3715.302734
	Iteration 23Q: 3 clusters Score -120745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -120750.820312 Penalty: 3715.302734
	Iteration 24Q: 3 clusters Score -120750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -120753.468750 Penalty: 3715.302734
	Iteration 25Q: 3 clusters Score -120753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -120754.570312 Penalty: 3715.302734
	Iteration 26Q: 3 clusters Score -120754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -120754.960938 Penalty: 3715.302734
	Iteration 27Q: 3 clusters Score -120755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -120754.960938 Penalty: 3715.302734
	Iteration 28F: 3 clusters Score -120755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Entering Unmasked Estep 
Score: -1399845.125000 Penalty: 2426.452881
	Iteration 0F: 2 clusters Score -1399845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1387267.625000 Penalty: 4852.905762
	Iteration 0F: 3 clusters Score -1387268 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1391469.750000 Penalty: 4852.905762
	Iteration 1F: 3 clusters Score -1391470 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1391913.125000 Penalty: 4852.905762
	Iteration 2F: 3 clusters Score -1391913 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1392323.375000 Penalty: 4852.905762
	Iteration 3Q: 3 clusters Score -1392323 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1392706.875000 Penalty: 4852.905762
	Iteration 4Q: 3 clusters Score -1392707 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1393128.375000 Penalty: 4852.905762
	Iteration 5Q: 3 clusters Score -1393128 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1393532.500000 Penalty: 4852.905762
	Iteration 6Q: 3 clusters Score -1393532 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1393944.000000 Penalty: 4852.905762
	Iteration 7Q: 3 clusters Score -1393944 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1394314.500000 Penalty: 4852.905762
	Iteration 8Q: 3 clusters Score -1394314 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1394621.000000 Penalty: 4852.905762
	Iteration 9Q: 3 clusters Score -1394621 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1394879.500000 Penalty: 4852.905762
	Iteration 10Q: 3 clusters Score -1394880 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1395090.625000 Penalty: 4852.905762
	Iteration 11Q: 3 clusters Score -1395091 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1395251.875000 Penalty: 4852.905762
	Iteration 12Q: 3 clusters Score -1395252 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1395390.250000 Penalty: 4852.905762
	Iteration 13Q: 3 clusters Score -1395390 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1395515.875000 Penalty: 4852.905762
	Iteration 14Q: 3 clusters Score -1395516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1395607.250000 Penalty: 4852.905762
	Iteration 15Q: 3 clusters Score -1395607 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1395685.000000 Penalty: 4852.905762
	Iteration 16Q: 3 clusters Score -1395685 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1395746.625000 Penalty: 4852.905762
	Iteration 17Q: 3 clusters Score -1395747 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1395811.125000 Penalty: 4852.905762
	Iteration 18Q: 3 clusters Score -1395811 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1395873.875000 Penalty: 4852.905762
	Iteration 19Q: 3 clusters Score -1395874 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1395947.625000 Penalty: 4852.905762
	Iteration 20F: 3 clusters Score -1395948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1396025.750000 Penalty: 4852.905762
	Iteration 21Q: 3 clusters Score -1396026 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1396110.500000 Penalty: 4852.905762
	Iteration 22Q: 3 clusters Score -1396110 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1396192.125000 Penalty: 4852.905762
	Iteration 23Q: 3 clusters Score -1396192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1396263.000000 Penalty: 4852.905762
	Iteration 24Q: 3 clusters Score -1396263 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1396328.750000 Penalty: 4852.905762
	Iteration 25Q: 3 clusters Score -1396329 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1396389.000000 Penalty: 4852.905762
	Iteration 26Q: 3 clusters Score -1396389 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1396446.875000 Penalty: 4852.905762
	Iteration 27Q: 3 clusters Score -1396447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1396499.500000 Penalty: 4852.905762
	Iteration 28Q: 3 clusters Score -1396500 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1396542.500000 Penalty: 4852.905762
	Iteration 29Q: 3 clusters Score -1396542 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1396589.375000 Penalty: 4852.905762
	Iteration 30Q: 3 clusters Score -1396589 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1396628.875000 Penalty: 4852.905762
	Iteration 31Q: 3 clusters Score -1396629 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1396668.625000 Penalty: 4852.905762
	Iteration 32Q: 3 clusters Score -1396669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1396715.250000 Penalty: 4852.905762
	Iteration 33Q: 3 clusters Score -1396715 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1396766.500000 Penalty: 4852.905762
	Iteration 34Q: 3 clusters Score -1396766 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1396828.375000 Penalty: 4852.905762
	Iteration 35Q: 3 clusters Score -1396828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1396875.000000 Penalty: 4852.905762
	Iteration 36Q: 3 clusters Score -1396875 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1396925.250000 Penalty: 4852.905762
	Iteration 37Q: 3 clusters Score -1396925 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1396984.125000 Penalty: 4852.905762
	Iteration 38Q: 3 clusters Score -1396984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1397048.125000 Penalty: 4852.905762
	Iteration 39Q: 3 clusters Score -1397048 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1397104.500000 Penalty: 4852.905762
	Iteration 40F: 3 clusters Score -1397104 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1397186.125000 Penalty: 4852.905762
	Iteration 41Q: 3 clusters Score -1397186 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1397269.625000 Penalty: 4852.905762
	Iteration 42Q: 3 clusters Score -1397270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1397398.375000 Penalty: 4852.905762
	Iteration 43Q: 3 clusters Score -1397398 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1397566.875000 Penalty: 4852.905762
	Iteration 44Q: 3 clusters Score -1397567 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1397769.250000 Penalty: 4852.905762
	Iteration 45Q: 3 clusters Score -1397769 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1398024.250000 Penalty: 4852.905762
	Iteration 46Q: 3 clusters Score -1398024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1398226.125000 Penalty: 4852.905762
	Iteration 47Q: 3 clusters Score -1398226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1398349.500000 Penalty: 4852.905762
	Iteration 48Q: 3 clusters Score -1398350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1398431.250000 Penalty: 4852.905762
	Iteration 49Q: 3 clusters Score -1398431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1398465.875000 Penalty: 4852.905762
	Iteration 50Q: 3 clusters Score -1398466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1398502.250000 Penalty: 4852.905762
	Iteration 51Q: 3 clusters Score -1398502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1398528.375000 Penalty: 4852.905762
	Iteration 52Q: 3 clusters Score -1398528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1398535.125000 Penalty: 4852.905762
	Iteration 53Q: 3 clusters Score -1398535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1398543.500000 Penalty: 4852.905762
	Iteration 54Q: 3 clusters Score -1398544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1398554.000000 Penalty: 4852.905762
	Iteration 55Q: 3 clusters Score -1398554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1398559.000000 Penalty: 4852.905762
	Iteration 56Q: 3 clusters Score -1398559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1398561.375000 Penalty: 4852.905762
	Iteration 57Q: 3 clusters Score -1398561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1398561.750000 Penalty: 4852.905762
	Iteration 58Q: 3 clusters Score -1398562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1398564.375000 Penalty: 4852.905762
	Iteration 59Q: 3 clusters Score -1398564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1398566.875000 Penalty: 4852.905762
	Iteration 60F: 3 clusters Score -1398567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1398569.875000 Penalty: 4852.905762
	Iteration 61Q: 3 clusters Score -1398570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1398568.500000 Penalty: 4852.905762
	Iteration 62Q: 3 clusters Score -1398568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1398569.250000 Penalty: 4852.905762
	Iteration 63Q: 3 clusters Score -1398569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1398569.750000 Penalty: 4852.905762
	Iteration 64Q: 3 clusters Score -1398570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1398574.375000 Penalty: 4852.905762
	Iteration 65Q: 3 clusters Score -1398574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1398574.375000 Penalty: 4852.905762
	Iteration 66F: 3 clusters Score -1398574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Entering Unmasked Estep 
Score: -7997415.500000 Penalty: 2854.039551
	Iteration 0F: 2 clusters Score -7997416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -7930964.500000 Penalty: 5708.079102
	Iteration 0F: 3 clusters Score -7930964 nChanged 46946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -7957734.500000 Penalty: 5708.079102
	Iteration 1F: 3 clusters Score -7957734 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -7958668.500000 Penalty: 5708.079102
	Iteration 2Q: 3 clusters Score -7958668 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -7959675.000000 Penalty: 5708.079102
	Iteration 3Q: 3 clusters Score -7959675 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -7960882.500000 Penalty: 5708.079102
	Iteration 4Q: 3 clusters Score -7960882 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -7962319.500000 Penalty: 5708.079102
	Iteration 5Q: 3 clusters Score -7962320 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -7964248.500000 Penalty: 5708.079102
	Iteration 6Q: 3 clusters Score -7964248 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -7966855.000000 Penalty: 5708.079102
	Iteration 7F: 3 clusters Score -7966855 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -7970875.500000 Penalty: 5708.079102
	Iteration 8F: 3 clusters Score -7970876 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -7976475.000000 Penalty: 5708.079102
	Iteration 9F: 3 clusters Score -7976475 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -7982771.500000 Penalty: 5708.079102
	Iteration 10F: 3 clusters Score -7982772 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -7987177.000000 Penalty: 5708.079102
	Iteration 11F: 3 clusters Score -7987177 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -7989547.000000 Penalty: 5708.079102
	Iteration 12Q: 3 clusters Score -7989547 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -7990681.000000 Penalty: 5708.079102
	Iteration 13Q: 3 clusters Score -7990681 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -7991290.000000 Penalty: 5708.079102
	Iteration 14Q: 3 clusters Score -7991290 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -7991606.500000 Penalty: 5708.079102
	Iteration 15Q: 3 clusters Score -7991606 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -7991813.500000 Penalty: 5708.079102
	Iteration 16Q: 3 clusters Score -7991814 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -7991947.000000 Penalty: 5708.079102
	Iteration 17Q: 3 clusters Score -7991947 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -7991989.000000 Penalty: 5708.079102
	Iteration 18Q: 3 clusters Score -7991989 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -7992056.000000 Penalty: 5708.079102
	Iteration 19Q: 3 clusters Score -7992056 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -7992108.000000 Penalty: 5708.079102
	Iteration 20F: 3 clusters Score -7992108 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -7992116.500000 Penalty: 5708.079102
	Iteration 21Q: 3 clusters Score -7992116 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -7992150.500000 Penalty: 5708.079102
	Iteration 22Q: 3 clusters Score -7992150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -7992168.500000 Penalty: 5708.079102
	Iteration 23Q: 3 clusters Score -7992168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -7992178.000000 Penalty: 5708.079102
	Iteration 24Q: 3 clusters Score -7992178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -7992197.000000 Penalty: 5708.079102
	Iteration 25Q: 3 clusters Score -7992197 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -7992202.500000 Penalty: 5708.079102
	Iteration 26Q: 3 clusters Score -7992202 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -7992225.500000 Penalty: 5708.079102
	Iteration 27Q: 3 clusters Score -7992226 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -7992221.000000 Penalty: 5708.079102
	Iteration 28Q: 3 clusters Score -7992221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -7992223.000000 Penalty: 5708.079102
	Iteration 29Q: 3 clusters Score -7992223 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -7992234.000000 Penalty: 5708.079102
	Iteration 30Q: 3 clusters Score -7992234 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -7992244.500000 Penalty: 5708.079102
	Iteration 31Q: 3 clusters Score -7992244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -7992241.000000 Penalty: 5708.079102
	Iteration 32Q: 3 clusters Score -7992241 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -7992252.500000 Penalty: 5708.079102
	Iteration 33Q: 3 clusters Score -7992252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -7992255.000000 Penalty: 5708.079102
	Iteration 34Q: 3 clusters Score -7992255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7992248.500000 Penalty: 5708.079102
	Iteration 35Q: 3 clusters Score -7992248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -7992266.000000 Penalty: 5708.079102
	Iteration 36Q: 3 clusters Score -7992266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -7992261.500000 Penalty: 5708.079102
	Iteration 37Q: 3 clusters Score -7992262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -7992262.500000 Penalty: 5708.079102
	Iteration 38Q: 3 clusters Score -7992262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -7992249.500000 Penalty: 5708.079102
	Iteration 39Q: 3 clusters Score -7992250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -7992256.000000 Penalty: 5708.079102
	Iteration 40F: 3 clusters Score -7992256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -7992251.000000 Penalty: 5708.079102
	Iteration 41Q: 3 clusters Score -7992251 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -7992233.000000 Penalty: 5708.079102
	Iteration 42Q: 3 clusters Score -7992233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -7992236.500000 Penalty: 5708.079102
	Iteration 43Q: 3 clusters Score -7992236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7992228.000000 Penalty: 5708.079102
	Iteration 44Q: 3 clusters Score -7992228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7992237.500000 Penalty: 5708.079102
	Iteration 45Q: 3 clusters Score -7992238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7992235.500000 Penalty: 5708.079102
	Iteration 46Q: 3 clusters Score -7992236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -7992259.500000 Penalty: 5708.079102
	Iteration 47Q: 3 clusters Score -7992260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7992256.500000 Penalty: 5708.079102
	Iteration 48Q: 3 clusters Score -7992256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -7992263.000000 Penalty: 5708.079102
	Iteration 49Q: 3 clusters Score -7992263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -7992245.500000 Penalty: 5708.079102
	Iteration 50Q: 3 clusters Score -7992246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -7992255.000000 Penalty: 5708.079102
	Iteration 51Q: 3 clusters Score -7992255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -7992249.500000 Penalty: 5708.079102
	Iteration 52Q: 3 clusters Score -7992250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -7992252.500000 Penalty: 5708.079102
	Iteration 53Q: 3 clusters Score -7992252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -7992261.500000 Penalty: 5708.079102
	Iteration 54Q: 3 clusters Score -7992262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -7992254.500000 Penalty: 5708.079102
	Iteration 55Q: 3 clusters Score -7992254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -7992258.500000 Penalty: 5708.079102
	Iteration 56Q: 3 clusters Score -7992258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -7992250.000000 Penalty: 5708.079102
	Iteration 57Q: 3 clusters Score -7992250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -7992231.500000 Penalty: 5708.079102
	Iteration 58Q: 3 clusters Score -7992232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -7992247.000000 Penalty: 5708.079102
	Iteration 59Q: 3 clusters Score -7992247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -7992251.500000 Penalty: 5708.079102
	Iteration 60F: 3 clusters Score -7992252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -7992247.000000 Penalty: 5708.079102
	Iteration 61Q: 3 clusters Score -7992247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -7992253.000000 Penalty: 5708.079102
	Iteration 62Q: 3 clusters Score -7992253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7992243.500000 Penalty: 5708.079102
	Iteration 63Q: 3 clusters Score -7992244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7992241.500000 Penalty: 5708.079102
	Iteration 64Q: 3 clusters Score -7992242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -7992247.500000 Penalty: 5708.079102
	Iteration 65Q: 3 clusters Score -7992248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -7992264.000000 Penalty: 5708.079102
	Iteration 66Q: 3 clusters Score -7992264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -7992257.000000 Penalty: 5708.079102
	Iteration 67Q: 3 clusters Score -7992257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -7992257.000000 Penalty: 5708.079102
	Iteration 68Q: 3 clusters Score -7992257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -7992267.000000 Penalty: 5708.079102
	Iteration 69Q: 3 clusters Score -7992267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7992278.000000 Penalty: 5708.079102
	Iteration 70Q: 3 clusters Score -7992278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -7992271.000000 Penalty: 5708.079102
	Iteration 71Q: 3 clusters Score -7992271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -7992275.500000 Penalty: 5708.079102
	Iteration 72Q: 3 clusters Score -7992276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -7992268.000000 Penalty: 5708.079102
	Iteration 73Q: 3 clusters Score -7992268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7992270.000000 Penalty: 5708.079102
	Iteration 74Q: 3 clusters Score -7992270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -7992277.000000 Penalty: 5708.079102
	Iteration 75Q: 3 clusters Score -7992277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7992278.000000 Penalty: 5708.079102
	Iteration 76Q: 3 clusters Score -7992278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -7992273.000000 Penalty: 5708.079102
	Iteration 77Q: 3 clusters Score -7992273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -7992260.500000 Penalty: 5708.079102
	Iteration 78Q: 3 clusters Score -7992260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -7992262.500000 Penalty: 5708.079102
	Iteration 79Q: 3 clusters Score -7992262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7992262.500000 Penalty: 5708.079102
	Iteration 80F: 3 clusters Score -7992262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -7992262.000000 Penalty: 5708.079102
	Iteration 81Q: 3 clusters Score -7992262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7992265.500000 Penalty: 5708.079102
	Iteration 82Q: 3 clusters Score -7992266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -7992271.500000 Penalty: 5708.079102
	Iteration 83Q: 3 clusters Score -7992272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -7992273.500000 Penalty: 5708.079102
	Iteration 84Q: 3 clusters Score -7992274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -7992270.500000 Penalty: 5708.079102
	Iteration 85Q: 3 clusters Score -7992270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -7992274.000000 Penalty: 5708.079102
	Iteration 86Q: 3 clusters Score -7992274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -7992270.500000 Penalty: 5708.079102
	Iteration 87Q: 3 clusters Score -7992270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -7992269.500000 Penalty: 5708.079102
	Iteration 88Q: 3 clusters Score -7992270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -7992267.500000 Penalty: 5708.079102
	Iteration 89Q: 3 clusters Score -7992268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -7992268.000000 Penalty: 5708.079102
	Iteration 90Q: 3 clusters Score -7992268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -7992271.000000 Penalty: 5708.079102
	Iteration 91Q: 3 clusters Score -7992271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -7992277.500000 Penalty: 5708.079102
	Iteration 92Q: 3 clusters Score -7992278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -7992284.500000 Penalty: 5708.079102
	Iteration 93Q: 3 clusters Score -7992284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -7992285.500000 Penalty: 5708.079102
	Iteration 94Q: 3 clusters Score -7992286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -7992288.000000 Penalty: 5708.079102
	Iteration 95Q: 3 clusters Score -7992288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -7992278.000000 Penalty: 5708.079102
	Iteration 96Q: 3 clusters Score -7992278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -7992287.000000 Penalty: 5708.079102
	Iteration 97Q: 3 clusters Score -7992287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -7992282.500000 Penalty: 5708.079102
	Iteration 98Q: 3 clusters Score -7992282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -7992280.500000 Penalty: 5708.079102
	Iteration 99Q: 3 clusters Score -7992280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -7992282.000000 Penalty: 5708.079102
	Iteration 100F: 3 clusters Score -7992282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -7992283.500000 Penalty: 5708.079102
	Iteration 101Q: 3 clusters Score -7992284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -7992280.500000 Penalty: 5708.079102
	Iteration 102Q: 3 clusters Score -7992280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -7992286.500000 Penalty: 5708.079102
	Iteration 103Q: 3 clusters Score -7992286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7992280.000000 Penalty: 5708.079102
	Iteration 104Q: 3 clusters Score -7992280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -7992275.500000 Penalty: 5708.079102
	Iteration 105Q: 3 clusters Score -7992276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -7992280.500000 Penalty: 5708.079102
	Iteration 106Q: 3 clusters Score -7992280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -7992284.500000 Penalty: 5708.079102
	Iteration 107Q: 3 clusters Score -7992284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -7992294.000000 Penalty: 5708.079102
	Iteration 108Q: 3 clusters Score -7992294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -7992294.000000 Penalty: 5708.079102
	Iteration 109F: 3 clusters Score -7992294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -132790.703125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -132790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -130582.304688 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -130582.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -130969.460938 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -130969.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -131152.781250 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -131152.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131336.765625 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -131336.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -131545.203125 Penalty: 3622.706055
	Iteration 4F: 3 clusters Score -131545.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131740.781250 Penalty: 3622.706055
	Iteration 5F: 3 clusters Score -131740.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131869.265625 Penalty: 3622.706055
	Iteration 6F: 3 clusters Score -131869.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -131996.109375 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -131996.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132053.734375 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -132053.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132094.718750 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -132094.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132117.437500 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -132117.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132133.515625 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -132133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132137.968750 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -132138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132142.625000 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -132142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132143.484375 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -132143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132143.968750 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -132144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132144.546875 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -132144.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132144.546875 Penalty: 3622.706055
	Iteration 17F: 3 clusters Score -132144.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Entering Unmasked Estep 
Score: -1063459.500000 Penalty: 2318.091064
	Iteration 0F: 2 clusters Score -1063460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1054834.625000 Penalty: 4636.182129
	Iteration 0F: 3 clusters Score -1054835 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1057447.625000 Penalty: 4636.182129
	Iteration 1F: 3 clusters Score -1057448 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1057809.875000 Penalty: 4636.182129
	Iteration 2F: 3 clusters Score -1057810 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1058095.125000 Penalty: 4636.182129
	Iteration 3F: 3 clusters Score -1058095 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1058396.250000 Penalty: 4636.182129
	Iteration 4Q: 3 clusters Score -1058396 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1058741.125000 Penalty: 4636.182129
	Iteration 5Q: 3 clusters Score -1058741 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1059107.250000 Penalty: 4636.182129
	Iteration 6Q: 3 clusters Score -1059107 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1059522.750000 Penalty: 4636.182129
	Iteration 7F: 3 clusters Score -1059523 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1059978.875000 Penalty: 4636.182129
	Iteration 8F: 3 clusters Score -1059979 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1060635.250000 Penalty: 4636.182129
	Iteration 9F: 3 clusters Score -1060635 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1061644.625000 Penalty: 4636.182129
	Iteration 10F: 3 clusters Score -1061645 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1063164.000000 Penalty: 4636.182129
	Iteration 11F: 3 clusters Score -1063164 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1064193.125000 Penalty: 4636.182129
	Iteration 12F: 3 clusters Score -1064193 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1064476.750000 Penalty: 4636.182129
	Iteration 13Q: 3 clusters Score -1064477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1064551.750000 Penalty: 4636.182129
	Iteration 14Q: 3 clusters Score -1064552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1064568.500000 Penalty: 4636.182129
	Iteration 15Q: 3 clusters Score -1064568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1064575.125000 Penalty: 4636.182129
	Iteration 16Q: 3 clusters Score -1064575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1064573.125000 Penalty: 4636.182129
	Iteration 17Q: 3 clusters Score -1064573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1064577.375000 Penalty: 4636.182129
	Iteration 18Q: 3 clusters Score -1064577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1064577.375000 Penalty: 4636.182129
	Iteration 19Q: 3 clusters Score -1064577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1064578.750000 Penalty: 4636.182129
	Iteration 20F: 3 clusters Score -1064579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1064579.875000 Penalty: 4636.182129
	Iteration 21Q: 3 clusters Score -1064580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1064579.875000 Penalty: 4636.182129
	Iteration 22F: 3 clusters Score -1064580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Mstep: Class 70 contains 5247 members 
Entering Unmasked Estep 
Score: -150791712.000000 Penalty: 249840.625000
Splitting cluster 34 changes total score from -150790608.000000 to -150791712.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 35 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -447481.343750 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -447481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -442807.500000 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -442807.5 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -443943.156250 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -443943.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -444114.468750 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -444114.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -444208.218750 Penalty: 4249.482910
	Iteration 3Q: 3 clusters Score -444208.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -444267.312500 Penalty: 4249.482910
	Iteration 4Q: 3 clusters Score -444267.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -444302.687500 Penalty: 4249.482910
	Iteration 5Q: 3 clusters Score -444302.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -444329.468750 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -444329.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -444352.906250 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -444352.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -444379.593750 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -444379.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -444404.156250 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -444404.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -444420.843750 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -444420.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -444433.125000 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -444433.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -444447.500000 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -444447.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -444458.312500 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -444458.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444468.281250 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -444468.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -444477.437500 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -444477.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -444488.812500 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -444488.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -444498.000000 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -444498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -444506.062500 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -444506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -444509.250000 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -444509.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -444516.000000 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -444516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -444523.250000 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -444523.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -444528.750000 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -444528.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -444538.000000 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -444538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -444547.218750 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -444547.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -444557.531250 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -444557.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -444570.468750 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -444570.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -444582.968750 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -444583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -444590.062500 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -444590.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -444597.125000 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -444597.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -444601.093750 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -444601.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -444606.750000 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -444606.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -444612.187500 Penalty: 4249.482910
	Iteration 32Q: 3 clusters Score -444612.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -444621.437500 Penalty: 4249.482910
	Iteration 33Q: 3 clusters Score -444621.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -444629.937500 Penalty: 4249.482910
	Iteration 34Q: 3 clusters Score -444629.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -444635.000000 Penalty: 4249.482910
	Iteration 35Q: 3 clusters Score -444635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -444640.062500 Penalty: 4249.482910
	Iteration 36Q: 3 clusters Score -444640.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -444644.593750 Penalty: 4249.482910
	Iteration 37Q: 3 clusters Score -444644.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -444650.093750 Penalty: 4249.482910
	Iteration 38Q: 3 clusters Score -444650.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -444657.312500 Penalty: 4249.482910
	Iteration 39Q: 3 clusters Score -444657.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -444665.500000 Penalty: 4249.482910
	Iteration 40F: 3 clusters Score -444665.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -444673.875000 Penalty: 4249.482910
	Iteration 41Q: 3 clusters Score -444673.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -444678.906250 Penalty: 4249.482910
	Iteration 42Q: 3 clusters Score -444678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -444686.375000 Penalty: 4249.482910
	Iteration 43Q: 3 clusters Score -444686.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -444693.281250 Penalty: 4249.482910
	Iteration 44Q: 3 clusters Score -444693.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -444703.062500 Penalty: 4249.482910
	Iteration 45Q: 3 clusters Score -444703.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -444712.750000 Penalty: 4249.482910
	Iteration 46Q: 3 clusters Score -444712.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -444720.718750 Penalty: 4249.482910
	Iteration 47Q: 3 clusters Score -444720.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -444728.187500 Penalty: 4249.482910
	Iteration 48Q: 3 clusters Score -444728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -444738.031250 Penalty: 4249.482910
	Iteration 49Q: 3 clusters Score -444738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -444747.875000 Penalty: 4249.482910
	Iteration 50Q: 3 clusters Score -444747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -444755.625000 Penalty: 4249.482910
	Iteration 51Q: 3 clusters Score -444755.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -444766.500000 Penalty: 4249.482910
	Iteration 52Q: 3 clusters Score -444766.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -444773.562500 Penalty: 4249.482910
	Iteration 53Q: 3 clusters Score -444773.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -444782.062500 Penalty: 4249.482910
	Iteration 54Q: 3 clusters Score -444782.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -444789.156250 Penalty: 4249.482910
	Iteration 55Q: 3 clusters Score -444789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -444797.000000 Penalty: 4249.482910
	Iteration 56Q: 3 clusters Score -444797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -444806.625000 Penalty: 4249.482910
	Iteration 57Q: 3 clusters Score -444806.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -444814.562500 Penalty: 4249.482910
	Iteration 58Q: 3 clusters Score -444814.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -444824.281250 Penalty: 4249.482910
	Iteration 59Q: 3 clusters Score -444824.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -444835.562500 Penalty: 4249.482910
	Iteration 60F: 3 clusters Score -444835.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -444850.750000 Penalty: 4249.482910
	Iteration 61Q: 3 clusters Score -444850.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -444865.000000 Penalty: 4249.482910
	Iteration 62Q: 3 clusters Score -444865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -444879.062500 Penalty: 4249.482910
	Iteration 63Q: 3 clusters Score -444879.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -444897.562500 Penalty: 4249.482910
	Iteration 64Q: 3 clusters Score -444897.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -444923.687500 Penalty: 4249.482910
	Iteration 65Q: 3 clusters Score -444923.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -444951.781250 Penalty: 4249.482910
	Iteration 66Q: 3 clusters Score -444951.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -444978.968750 Penalty: 4249.482910
	Iteration 67Q: 3 clusters Score -444979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -445000.312500 Penalty: 4249.482910
	Iteration 68Q: 3 clusters Score -445000.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -445021.562500 Penalty: 4249.482910
	Iteration 69Q: 3 clusters Score -445021.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -445047.968750 Penalty: 4249.482910
	Iteration 70Q: 3 clusters Score -445048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -445073.812500 Penalty: 4249.482910
	Iteration 71Q: 3 clusters Score -445073.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -445096.250000 Penalty: 4249.482910
	Iteration 72Q: 3 clusters Score -445096.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -445119.218750 Penalty: 4249.482910
	Iteration 73Q: 3 clusters Score -445119.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -445144.781250 Penalty: 4249.482910
	Iteration 74Q: 3 clusters Score -445144.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -445172.062500 Penalty: 4249.482910
	Iteration 75Q: 3 clusters Score -445172.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -445204.000000 Penalty: 4249.482910
	Iteration 76Q: 3 clusters Score -445204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -445256.187500 Penalty: 4249.482910
	Iteration 77Q: 3 clusters Score -445256.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -445300.968750 Penalty: 4249.482910
	Iteration 78Q: 3 clusters Score -445301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -445338.156250 Penalty: 4249.482910
	Iteration 79Q: 3 clusters Score -445338.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -445372.843750 Penalty: 4249.482910
	Iteration 80F: 3 clusters Score -445372.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -445401.750000 Penalty: 4249.482910
	Iteration 81Q: 3 clusters Score -445401.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -445429.468750 Penalty: 4249.482910
	Iteration 82Q: 3 clusters Score -445429.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -445455.937500 Penalty: 4249.482910
	Iteration 83Q: 3 clusters Score -445455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -445477.625000 Penalty: 4249.482910
	Iteration 84Q: 3 clusters Score -445477.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -445497.625000 Penalty: 4249.482910
	Iteration 85Q: 3 clusters Score -445497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -445514.062500 Penalty: 4249.482910
	Iteration 86Q: 3 clusters Score -445514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -445534.937500 Penalty: 4249.482910
	Iteration 87Q: 3 clusters Score -445534.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -445555.437500 Penalty: 4249.482910
	Iteration 88Q: 3 clusters Score -445555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -445565.937500 Penalty: 4249.482910
	Iteration 89Q: 3 clusters Score -445565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -445578.875000 Penalty: 4249.482910
	Iteration 90Q: 3 clusters Score -445578.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -445588.093750 Penalty: 4249.482910
	Iteration 91Q: 3 clusters Score -445588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -445593.375000 Penalty: 4249.482910
	Iteration 92Q: 3 clusters Score -445593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -445597.062500 Penalty: 4249.482910
	Iteration 93Q: 3 clusters Score -445597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -445600.593750 Penalty: 4249.482910
	Iteration 94Q: 3 clusters Score -445600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -445604.343750 Penalty: 4249.482910
	Iteration 95Q: 3 clusters Score -445604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -445607.250000 Penalty: 4249.482910
	Iteration 96Q: 3 clusters Score -445607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -445613.375000 Penalty: 4249.482910
	Iteration 97Q: 3 clusters Score -445613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -445617.000000 Penalty: 4249.482910
	Iteration 98Q: 3 clusters Score -445617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -445623.125000 Penalty: 4249.482910
	Iteration 99Q: 3 clusters Score -445623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -445625.781250 Penalty: 4249.482910
	Iteration 100F: 3 clusters Score -445625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -445626.406250 Penalty: 4249.482910
	Iteration 101Q: 3 clusters Score -445626.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -445626.406250 Penalty: 4249.482910
	Iteration 102F: 3 clusters Score -445626.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (109872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Entering Unmasked Estep 
Score: -11608338.000000 Penalty: 2878.553711
	Iteration 0F: 2 clusters Score -1.160834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -11537176.000000 Penalty: 5757.107422
	Iteration 0F: 3 clusters Score -1.153718e+07 nChanged 52187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -11566921.000000 Penalty: 5757.107422
	Iteration 1F: 3 clusters Score -1.156692e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -11567705.000000 Penalty: 5757.107422
	Iteration 2Q: 3 clusters Score -1.15677e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -11568436.000000 Penalty: 5757.107422
	Iteration 3Q: 3 clusters Score -1.156844e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -11569424.000000 Penalty: 5757.107422
	Iteration 4Q: 3 clusters Score -1.156942e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -11570352.000000 Penalty: 5757.107422
	Iteration 5Q: 3 clusters Score -1.157035e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -11571588.000000 Penalty: 5757.107422
	Iteration 6Q: 3 clusters Score -1.157159e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -11573019.000000 Penalty: 5757.107422
	Iteration 7Q: 3 clusters Score -1.157302e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -11574717.000000 Penalty: 5757.107422
	Iteration 8Q: 3 clusters Score -1.157472e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -11576818.000000 Penalty: 5757.107422
	Iteration 9Q: 3 clusters Score -1.157682e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -11579175.000000 Penalty: 5757.107422
	Iteration 10Q: 3 clusters Score -1.157918e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -11581920.000000 Penalty: 5757.107422
	Iteration 11Q: 3 clusters Score -1.158192e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -11584930.000000 Penalty: 5757.107422
	Iteration 12Q: 3 clusters Score -1.158493e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -11587416.000000 Penalty: 5757.107422
	Iteration 13Q: 3 clusters Score -1.158742e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -11589077.000000 Penalty: 5757.107422
	Iteration 14Q: 3 clusters Score -1.158908e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -11589955.000000 Penalty: 5757.107422
	Iteration 15Q: 3 clusters Score -1.158996e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -11590365.000000 Penalty: 5757.107422
	Iteration 16Q: 3 clusters Score -1.159036e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -11590690.000000 Penalty: 5757.107422
	Iteration 17Q: 3 clusters Score -1.159069e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -11591028.000000 Penalty: 5757.107422
	Iteration 18Q: 3 clusters Score -1.159103e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -11591317.000000 Penalty: 5757.107422
	Iteration 19Q: 3 clusters Score -1.159132e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -11591630.000000 Penalty: 5757.107422
	Iteration 20F: 3 clusters Score -1.159163e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -11591936.000000 Penalty: 5757.107422
	Iteration 21Q: 3 clusters Score -1.159194e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -11592330.000000 Penalty: 5757.107422
	Iteration 22Q: 3 clusters Score -1.159233e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -11592749.000000 Penalty: 5757.107422
	Iteration 23Q: 3 clusters Score -1.159275e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -11593132.000000 Penalty: 5757.107422
	Iteration 24Q: 3 clusters Score -1.159313e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -11593580.000000 Penalty: 5757.107422
	Iteration 25Q: 3 clusters Score -1.159358e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -11594148.000000 Penalty: 5757.107422
	Iteration 26Q: 3 clusters Score -1.159415e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -11594680.000000 Penalty: 5757.107422
	Iteration 27Q: 3 clusters Score -1.159468e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -11595290.000000 Penalty: 5757.107422
	Iteration 28Q: 3 clusters Score -1.159529e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -11595933.000000 Penalty: 5757.107422
	Iteration 29Q: 3 clusters Score -1.159593e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -11596490.000000 Penalty: 5757.107422
	Iteration 30Q: 3 clusters Score -1.159649e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -11597117.000000 Penalty: 5757.107422
	Iteration 31Q: 3 clusters Score -1.159712e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -11597629.000000 Penalty: 5757.107422
	Iteration 32Q: 3 clusters Score -1.159763e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -11598132.000000 Penalty: 5757.107422
	Iteration 33Q: 3 clusters Score -1.159813e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -11598659.000000 Penalty: 5757.107422
	Iteration 34Q: 3 clusters Score -1.159866e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -11599290.000000 Penalty: 5757.107422
	Iteration 35Q: 3 clusters Score -1.159929e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -11599913.000000 Penalty: 5757.107422
	Iteration 36Q: 3 clusters Score -1.159991e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -11600558.000000 Penalty: 5757.107422
	Iteration 37Q: 3 clusters Score -1.160056e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -11601109.000000 Penalty: 5757.107422
	Iteration 38Q: 3 clusters Score -1.160111e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -11601654.000000 Penalty: 5757.107422
	Iteration 39Q: 3 clusters Score -1.160165e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -11602122.000000 Penalty: 5757.107422
	Iteration 40F: 3 clusters Score -1.160212e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -11602658.000000 Penalty: 5757.107422
	Iteration 41Q: 3 clusters Score -1.160266e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -11603123.000000 Penalty: 5757.107422
	Iteration 42Q: 3 clusters Score -1.160312e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11603493.000000 Penalty: 5757.107422
	Iteration 43Q: 3 clusters Score -1.160349e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -11603843.000000 Penalty: 5757.107422
	Iteration 44Q: 3 clusters Score -1.160384e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -11604128.000000 Penalty: 5757.107422
	Iteration 45Q: 3 clusters Score -1.160413e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -11604378.000000 Penalty: 5757.107422
	Iteration 46Q: 3 clusters Score -1.160438e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11604631.000000 Penalty: 5757.107422
	Iteration 47Q: 3 clusters Score -1.160463e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -11604835.000000 Penalty: 5757.107422
	Iteration 48Q: 3 clusters Score -1.160484e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -11605013.000000 Penalty: 5757.107422
	Iteration 49Q: 3 clusters Score -1.160501e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11605114.000000 Penalty: 5757.107422
	Iteration 50Q: 3 clusters Score -1.160511e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108319 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11605193.000000 Penalty: 5757.107422
	Iteration 51Q: 3 clusters Score -1.160519e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11605270.000000 Penalty: 5757.107422
	Iteration 52Q: 3 clusters Score -1.160527e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11605306.000000 Penalty: 5757.107422
	Iteration 53Q: 3 clusters Score -1.160531e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11605355.000000 Penalty: 5757.107422
	Iteration 54Q: 3 clusters Score -1.160536e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11605386.000000 Penalty: 5757.107422
	Iteration 55Q: 3 clusters Score -1.160539e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -11605423.000000 Penalty: 5757.107422
	Iteration 56Q: 3 clusters Score -1.160542e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11605465.000000 Penalty: 5757.107422
	Iteration 57Q: 3 clusters Score -1.160546e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11605528.000000 Penalty: 5757.107422
	Iteration 58Q: 3 clusters Score -1.160553e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -11605530.000000 Penalty: 5757.107422
	Iteration 59Q: 3 clusters Score -1.160553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11605547.000000 Penalty: 5757.107422
	Iteration 60F: 3 clusters Score -1.160555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11605574.000000 Penalty: 5757.107422
	Iteration 61Q: 3 clusters Score -1.160557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -11605575.000000 Penalty: 5757.107422
	Iteration 62Q: 3 clusters Score -1.160558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11605583.000000 Penalty: 5757.107422
	Iteration 63Q: 3 clusters Score -1.160558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11605581.000000 Penalty: 5757.107422
	Iteration 64Q: 3 clusters Score -1.160558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11605602.000000 Penalty: 5757.107422
	Iteration 65Q: 3 clusters Score -1.16056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11605616.000000 Penalty: 5757.107422
	Iteration 66Q: 3 clusters Score -1.160562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11605621.000000 Penalty: 5757.107422
	Iteration 67Q: 3 clusters Score -1.160562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11605640.000000 Penalty: 5757.107422
	Iteration 68Q: 3 clusters Score -1.160564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109012 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11605630.000000 Penalty: 5757.107422
	Iteration 69Q: 3 clusters Score -1.160563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11605641.000000 Penalty: 5757.107422
	Iteration 70Q: 3 clusters Score -1.160564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11605644.000000 Penalty: 5757.107422
	Iteration 71Q: 3 clusters Score -1.160564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11605667.000000 Penalty: 5757.107422
	Iteration 72Q: 3 clusters Score -1.160567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11605689.000000 Penalty: 5757.107422
	Iteration 73Q: 3 clusters Score -1.160569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109043 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11605687.000000 Penalty: 5757.107422
	Iteration 74Q: 3 clusters Score -1.160569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109047 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11605679.000000 Penalty: 5757.107422
	Iteration 75Q: 3 clusters Score -1.160568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11605682.000000 Penalty: 5757.107422
	Iteration 76Q: 3 clusters Score -1.160568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11605693.000000 Penalty: 5757.107422
	Iteration 77Q: 3 clusters Score -1.160569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11605706.000000 Penalty: 5757.107422
	Iteration 78Q: 3 clusters Score -1.160571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11605698.000000 Penalty: 5757.107422
	Iteration 79Q: 3 clusters Score -1.16057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11605703.000000 Penalty: 5757.107422
	Iteration 80F: 3 clusters Score -1.16057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11605704.000000 Penalty: 5757.107422
	Iteration 81Q: 3 clusters Score -1.16057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11605702.000000 Penalty: 5757.107422
	Iteration 82Q: 3 clusters Score -1.16057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11605702.000000 Penalty: 5757.107422
	Iteration 83Q: 3 clusters Score -1.16057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11605699.000000 Penalty: 5757.107422
	Iteration 84Q: 3 clusters Score -1.16057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11605699.000000 Penalty: 5757.107422
	Iteration 85F: 3 clusters Score -1.16057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -390199.593750 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -390199.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -386335.812500 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -386335.8 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -387443.937500 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -387443.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -387834.281250 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -387834.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -388126.218750 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -388126.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -388319.281250 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -388319.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -388452.187500 Penalty: 4112.482910
	Iteration 5Q: 3 clusters Score -388452.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -388542.750000 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -388542.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -388597.750000 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -388597.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -388638.343750 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -388638.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -388666.625000 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -388666.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -388691.031250 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -388691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -388709.500000 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -388709.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -388726.000000 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -388726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -388737.968750 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -388738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388757.531250 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -388757.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -388773.187500 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -388773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -388788.687500 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -388788.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -388798.468750 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -388798.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -388809.187500 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -388809.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -388819.125000 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -388819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388831.718750 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -388831.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -388841.375000 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -388841.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -388850.937500 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -388850.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -388871.687500 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -388871.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -388896.781250 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -388896.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -388935.468750 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -388935.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -388977.718750 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -388977.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -389023.281250 Penalty: 4112.482910
	Iteration 27Q: 3 clusters Score -389023.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -389082.343750 Penalty: 4112.482910
	Iteration 28Q: 3 clusters Score -389082.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -389131.812500 Penalty: 4112.482910
	Iteration 29Q: 3 clusters Score -389131.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -389176.781250 Penalty: 4112.482910
	Iteration 30Q: 3 clusters Score -389176.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -389219.750000 Penalty: 4112.482910
	Iteration 31Q: 3 clusters Score -389219.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -389267.843750 Penalty: 4112.482910
	Iteration 32Q: 3 clusters Score -389267.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -389303.875000 Penalty: 4112.482910
	Iteration 33Q: 3 clusters Score -389303.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -389336.281250 Penalty: 4112.482910
	Iteration 34Q: 3 clusters Score -389336.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -389372.062500 Penalty: 4112.482910
	Iteration 35Q: 3 clusters Score -389372.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -389408.937500 Penalty: 4112.482910
	Iteration 36Q: 3 clusters Score -389408.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -389435.406250 Penalty: 4112.482910
	Iteration 37Q: 3 clusters Score -389435.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -389449.875000 Penalty: 4112.482910
	Iteration 38Q: 3 clusters Score -389449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -389462.000000 Penalty: 4112.482910
	Iteration 39Q: 3 clusters Score -389462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -389475.750000 Penalty: 4112.482910
	Iteration 40F: 3 clusters Score -389475.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -389489.062500 Penalty: 4112.482910
	Iteration 41Q: 3 clusters Score -389489.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -389499.750000 Penalty: 4112.482910
	Iteration 42Q: 3 clusters Score -389499.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -389507.468750 Penalty: 4112.482910
	Iteration 43Q: 3 clusters Score -389507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -389514.750000 Penalty: 4112.482910
	Iteration 44Q: 3 clusters Score -389514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -389523.750000 Penalty: 4112.482910
	Iteration 45Q: 3 clusters Score -389523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -389527.500000 Penalty: 4112.482910
	Iteration 46Q: 3 clusters Score -389527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -389529.125000 Penalty: 4112.482910
	Iteration 47Q: 3 clusters Score -389529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -389530.750000 Penalty: 4112.482910
	Iteration 48Q: 3 clusters Score -389530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -389530.750000 Penalty: 4112.482910
	Iteration 49F: 3 clusters Score -389530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -164245.015625 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -164245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161506.406250 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -161506.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162006.812500 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -162006.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -162153.984375 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -162154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -162225.234375 Penalty: 3817.095947
	Iteration 3Q: 3 clusters Score -162225.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -162276.953125 Penalty: 3817.095947
	Iteration 4Q: 3 clusters Score -162277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -162317.390625 Penalty: 3817.095947
	Iteration 5Q: 3 clusters Score -162317.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -162347.578125 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -162347.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -162377.828125 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -162377.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -162407.171875 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -162407.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -162428.625000 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -162428.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -162452.093750 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -162452.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -162472.859375 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -162472.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -162487.296875 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -162487.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -162501.484375 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -162501.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -162510.234375 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -162510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -162521.078125 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -162521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -162532.890625 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -162532.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -162538.515625 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -162538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -162542.187500 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -162542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -162546.125000 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -162546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -162548.406250 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -162548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -162549.843750 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -162549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -162550.140625 Penalty: 3817.095947
	Iteration 22Q: 3 clusters Score -162550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -162551.015625 Penalty: 3817.095947
	Iteration 23Q: 3 clusters Score -162551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -162553.140625 Penalty: 3817.095947
	Iteration 24Q: 3 clusters Score -162553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -162553.281250 Penalty: 3817.095947
	Iteration 25Q: 3 clusters Score -162553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -162555.312500 Penalty: 3817.095947
	Iteration 26Q: 3 clusters Score -162555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -162557.781250 Penalty: 3817.095947
	Iteration 27Q: 3 clusters Score -162557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -162560.062500 Penalty: 3817.095947
	Iteration 28Q: 3 clusters Score -162560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -162561.968750 Penalty: 3817.095947
	Iteration 29Q: 3 clusters Score -162562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -162562.843750 Penalty: 3817.095947
	Iteration 30Q: 3 clusters Score -162562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -162563.203125 Penalty: 3817.095947
	Iteration 31Q: 3 clusters Score -162563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -162563.203125 Penalty: 3817.095947
	Iteration 32F: 3 clusters Score -162563.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -138317.234375 Penalty: 1858.618652
	Iteration 0F: 2 clusters Score -138317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -135818.671875 Penalty: 3717.237305
	Iteration 0F: 3 clusters Score -135818.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136239.453125 Penalty: 3717.237305
	Iteration 1F: 3 clusters Score -136239.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -136335.609375 Penalty: 3717.237305
	Iteration 2F: 3 clusters Score -136335.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -136386.640625 Penalty: 3717.237305
	Iteration 3Q: 3 clusters Score -136386.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -136423.562500 Penalty: 3717.237305
	Iteration 4Q: 3 clusters Score -136423.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -136455.906250 Penalty: 3717.237305
	Iteration 5Q: 3 clusters Score -136455.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -136475.765625 Penalty: 3717.237305
	Iteration 6Q: 3 clusters Score -136475.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -136494.531250 Penalty: 3717.237305
	Iteration 7Q: 3 clusters Score -136494.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -136510.000000 Penalty: 3717.237305
	Iteration 8Q: 3 clusters Score -136510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -136524.156250 Penalty: 3717.237305
	Iteration 9Q: 3 clusters Score -136524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136532.453125 Penalty: 3717.237305
	Iteration 10Q: 3 clusters Score -136532.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -136542.031250 Penalty: 3717.237305
	Iteration 11Q: 3 clusters Score -136542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -136549.687500 Penalty: 3717.237305
	Iteration 12Q: 3 clusters Score -136549.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -136557.906250 Penalty: 3717.237305
	Iteration 13Q: 3 clusters Score -136557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136566.937500 Penalty: 3717.237305
	Iteration 14Q: 3 clusters Score -136566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136575.625000 Penalty: 3717.237305
	Iteration 15Q: 3 clusters Score -136575.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -136582.703125 Penalty: 3717.237305
	Iteration 16Q: 3 clusters Score -136582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -136588.546875 Penalty: 3717.237305
	Iteration 17Q: 3 clusters Score -136588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -136599.218750 Penalty: 3717.237305
	Iteration 18Q: 3 clusters Score -136599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136607.062500 Penalty: 3717.237305
	Iteration 19Q: 3 clusters Score -136607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -136614.093750 Penalty: 3717.237305
	Iteration 20F: 3 clusters Score -136614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -136619.203125 Penalty: 3717.237305
	Iteration 21Q: 3 clusters Score -136619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136622.109375 Penalty: 3717.237305
	Iteration 22Q: 3 clusters Score -136622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -136624.218750 Penalty: 3717.237305
	Iteration 23Q: 3 clusters Score -136624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -136625.296875 Penalty: 3717.237305
	Iteration 24Q: 3 clusters Score -136625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -136626.937500 Penalty: 3717.237305
	Iteration 25Q: 3 clusters Score -136626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -136627.375000 Penalty: 3717.237305
	Iteration 26Q: 3 clusters Score -136627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136627.968750 Penalty: 3717.237305
	Iteration 27Q: 3 clusters Score -136628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136628.500000 Penalty: 3717.237305
	Iteration 28Q: 3 clusters Score -136628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136628.937500 Penalty: 3717.237305
	Iteration 29Q: 3 clusters Score -136628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136630.281250 Penalty: 3717.237305
	Iteration 30Q: 3 clusters Score -136630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -136632.531250 Penalty: 3717.237305
	Iteration 31Q: 3 clusters Score -136632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -136636.140625 Penalty: 3717.237305
	Iteration 32Q: 3 clusters Score -136636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -136641.171875 Penalty: 3717.237305
	Iteration 33Q: 3 clusters Score -136641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -136647.640625 Penalty: 3717.237305
	Iteration 34Q: 3 clusters Score -136647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -136654.250000 Penalty: 3717.237305
	Iteration 35Q: 3 clusters Score -136654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136657.562500 Penalty: 3717.237305
	Iteration 36Q: 3 clusters Score -136657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136659.812500 Penalty: 3717.237305
	Iteration 37Q: 3 clusters Score -136659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136662.328125 Penalty: 3717.237305
	Iteration 38Q: 3 clusters Score -136662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -136662.906250 Penalty: 3717.237305
	Iteration 39Q: 3 clusters Score -136662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136665.078125 Penalty: 3717.237305
	Iteration 40F: 3 clusters Score -136665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -136668.171875 Penalty: 3717.237305
	Iteration 41Q: 3 clusters Score -136668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -136671.359375 Penalty: 3717.237305
	Iteration 42Q: 3 clusters Score -136671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -136676.875000 Penalty: 3717.237305
	Iteration 43Q: 3 clusters Score -136676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -136678.765625 Penalty: 3717.237305
	Iteration 44Q: 3 clusters Score -136678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136679.203125 Penalty: 3717.237305
	Iteration 45Q: 3 clusters Score -136679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -136681.187500 Penalty: 3717.237305
	Iteration 46Q: 3 clusters Score -136681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -136683.109375 Penalty: 3717.237305
	Iteration 47Q: 3 clusters Score -136683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -136683.906250 Penalty: 3717.237305
	Iteration 48Q: 3 clusters Score -136683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -136685.421875 Penalty: 3717.237305
	Iteration 49Q: 3 clusters Score -136685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -136687.312500 Penalty: 3717.237305
	Iteration 50Q: 3 clusters Score -136687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -136688.187500 Penalty: 3717.237305
	Iteration 51Q: 3 clusters Score -136688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -136688.296875 Penalty: 3717.237305
	Iteration 52Q: 3 clusters Score -136688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -136689.015625 Penalty: 3717.237305
	Iteration 53Q: 3 clusters Score -136689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -136690.656250 Penalty: 3717.237305
	Iteration 54Q: 3 clusters Score -136690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -136692.203125 Penalty: 3717.237305
	Iteration 55Q: 3 clusters Score -136692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136697.437500 Penalty: 3717.237305
	Iteration 56Q: 3 clusters Score -136697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136702.093750 Penalty: 3717.237305
	Iteration 57Q: 3 clusters Score -136702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -136704.000000 Penalty: 3717.237305
	Iteration 58Q: 3 clusters Score -136704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -136704.843750 Penalty: 3717.237305
	Iteration 59Q: 3 clusters Score -136704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -136704.843750 Penalty: 3717.237305
	Iteration 60F: 3 clusters Score -136704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -681184.437500 Penalty: 2188.483643
	Iteration 0F: 2 clusters Score -681184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -675583.250000 Penalty: 4376.967285
	Iteration 0F: 3 clusters Score -675583.2 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -677068.562500 Penalty: 4376.967285
	Iteration 1F: 3 clusters Score -677068.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -677297.937500 Penalty: 4376.967285
	Iteration 2F: 3 clusters Score -677297.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -677439.312500 Penalty: 4376.967285
	Iteration 3Q: 3 clusters Score -677439.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -677519.625000 Penalty: 4376.967285
	Iteration 4Q: 3 clusters Score -677519.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -677583.812500 Penalty: 4376.967285
	Iteration 5Q: 3 clusters Score -677583.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -677640.187500 Penalty: 4376.967285
	Iteration 6Q: 3 clusters Score -677640.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -677683.875000 Penalty: 4376.967285
	Iteration 7Q: 3 clusters Score -677683.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -677735.812500 Penalty: 4376.967285
	Iteration 8Q: 3 clusters Score -677735.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -677800.937500 Penalty: 4376.967285
	Iteration 9Q: 3 clusters Score -677800.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -677897.187500 Penalty: 4376.967285
	Iteration 10Q: 3 clusters Score -677897.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -678043.625000 Penalty: 4376.967285
	Iteration 11Q: 3 clusters Score -678043.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -678257.250000 Penalty: 4376.967285
	Iteration 12Q: 3 clusters Score -678257.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -678541.437500 Penalty: 4376.967285
	Iteration 13F: 3 clusters Score -678541.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -678846.437500 Penalty: 4376.967285
	Iteration 14F: 3 clusters Score -678846.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -679234.812500 Penalty: 4376.967285
	Iteration 15F: 3 clusters Score -679234.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -679598.937500 Penalty: 4376.967285
	Iteration 16F: 3 clusters Score -679598.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -679847.750000 Penalty: 4376.967285
	Iteration 17Q: 3 clusters Score -679847.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -680029.125000 Penalty: 4376.967285
	Iteration 18Q: 3 clusters Score -680029.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -680144.812500 Penalty: 4376.967285
	Iteration 19Q: 3 clusters Score -680144.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -680220.125000 Penalty: 4376.967285
	Iteration 20F: 3 clusters Score -680220.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -680248.437500 Penalty: 4376.967285
	Iteration 21Q: 3 clusters Score -680248.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -680266.375000 Penalty: 4376.967285
	Iteration 22Q: 3 clusters Score -680266.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -680286.812500 Penalty: 4376.967285
	Iteration 23Q: 3 clusters Score -680286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -680301.937500 Penalty: 4376.967285
	Iteration 24Q: 3 clusters Score -680301.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -680313.187500 Penalty: 4376.967285
	Iteration 25Q: 3 clusters Score -680313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -680316.187500 Penalty: 4376.967285
	Iteration 26Q: 3 clusters Score -680316.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -680322.000000 Penalty: 4376.967285
	Iteration 27Q: 3 clusters Score -680322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -680322.562500 Penalty: 4376.967285
	Iteration 28Q: 3 clusters Score -680322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -680323.562500 Penalty: 4376.967285
	Iteration 29Q: 3 clusters Score -680323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -680324.062500 Penalty: 4376.967285
	Iteration 30Q: 3 clusters Score -680324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -680325.437500 Penalty: 4376.967285
	Iteration 31Q: 3 clusters Score -680325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -680325.375000 Penalty: 4376.967285
	Iteration 32Q: 3 clusters Score -680325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -680328.000000 Penalty: 4376.967285
	Iteration 33Q: 3 clusters Score -680328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -680327.875000 Penalty: 4376.967285
	Iteration 34Q: 3 clusters Score -680327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -680327.875000 Penalty: 4376.967285
	Iteration 35F: 3 clusters Score -680327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -69170.968750 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -69170.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67166.570312 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -67166.57 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67566.062500 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -67566.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67720.289062 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -67720.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -67801.734375 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -67801.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -67872.109375 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -67872.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -67939.671875 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -67939.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68016.843750 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -68016.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -68082.500000 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -68082.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68127.984375 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -68127.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -68165.328125 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -68165.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68191.921875 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -68191.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -68210.296875 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -68210.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68228.789062 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -68228.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68242.054688 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -68242.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68255.085938 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -68255.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -68270.296875 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -68270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -68282.632812 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -68282.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68295.453125 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -68295.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -68301.953125 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -68301.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68316.054688 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -68316.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68330.906250 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -68330.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68343.265625 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -68343.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68353.859375 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -68353.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68361.484375 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -68361.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -68376.914062 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -68376.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68393.617188 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -68393.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68397.343750 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -68397.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -68398.500000 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -68398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68399.242188 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -68399.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -68399.242188 Penalty: 3479.793213
	Iteration 29F: 3 clusters Score -68399.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -127785.843750 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -127785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -125322.531250 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -125322.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -125754.585938 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -125754.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -125891.398438 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -125891.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -125991.687500 Penalty: 3705.796143
	Iteration 3Q: 3 clusters Score -125991.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -126091.203125 Penalty: 3705.796143
	Iteration 4Q: 3 clusters Score -126091.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -126320.367188 Penalty: 3705.796143
	Iteration 5F: 3 clusters Score -126320.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126551.843750 Penalty: 3705.796143
	Iteration 6F: 3 clusters Score -126551.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126770.960938 Penalty: 3705.796143
	Iteration 7F: 3 clusters Score -126771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126951.078125 Penalty: 3705.796143
	Iteration 8F: 3 clusters Score -126951.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -127141.500000 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -127141.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -127290.156250 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -127290.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -127367.484375 Penalty: 3705.796143
	Iteration 11Q: 3 clusters Score -127367.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127420.070312 Penalty: 3705.796143
	Iteration 12Q: 3 clusters Score -127420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -127439.531250 Penalty: 3705.796143
	Iteration 13Q: 3 clusters Score -127439.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -127451.773438 Penalty: 3705.796143
	Iteration 14Q: 3 clusters Score -127451.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127459.820312 Penalty: 3705.796143
	Iteration 15Q: 3 clusters Score -127459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -127462.132812 Penalty: 3705.796143
	Iteration 16Q: 3 clusters Score -127462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -127463.210938 Penalty: 3705.796143
	Iteration 17Q: 3 clusters Score -127463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127464.000000 Penalty: 3705.796143
	Iteration 18Q: 3 clusters Score -127464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -127464.000000 Penalty: 3705.796143
	Iteration 19F: 3 clusters Score -127464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -82955.773438 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -82955.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81008.109375 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -81008.11 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81461.375000 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -81461.38 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81713.031250 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -81713.03 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81927.812500 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -81927.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82117.929688 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -82117.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82272.890625 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -82272.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82403.484375 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -82403.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82469.531250 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -82469.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82502.093750 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -82502.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82545.054688 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -82545.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82572.328125 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -82572.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82580.414062 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -82580.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82586.132812 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -82586.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82592.375000 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -82592.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82592.820312 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -82592.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82594.039062 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -82594.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82595.367188 Penalty: 3463.500000
	Iteration 16F: 3 clusters Score -82595.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82600.882812 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -82600.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82600.882812 Penalty: 3463.500000
	Iteration 18F: 3 clusters Score -82600.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (138547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138547 members 
Entering Unmasked Estep 
Score: -13621559.000000 Penalty: 2936.063232
	Iteration 0F: 2 clusters Score -1.362156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -13535479.000000 Penalty: 5872.126465
	Iteration 0F: 3 clusters Score -1.353548e+07 nChanged 65989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -13574364.000000 Penalty: 5872.126465
	Iteration 1F: 3 clusters Score -1.357436e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -13576206.000000 Penalty: 5872.126465
	Iteration 2Q: 3 clusters Score -1.357621e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -13579007.000000 Penalty: 5872.126465
	Iteration 3Q: 3 clusters Score -1.357901e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -13583160.000000 Penalty: 5872.126465
	Iteration 4F: 3 clusters Score -1.358316e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 95709 members 
Entering Unmasked Estep 
Score: -13589657.000000 Penalty: 5872.126465
	Iteration 5F: 3 clusters Score -1.358966e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -13597986.000000 Penalty: 5872.126465
	Iteration 6F: 3 clusters Score -1.359799e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -13606515.000000 Penalty: 5872.126465
	Iteration 7F: 3 clusters Score -1.360652e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -13613663.000000 Penalty: 5872.126465
	Iteration 8F: 3 clusters Score -1.361366e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 128862 members 
Entering Unmasked Estep 
Score: -13617479.000000 Penalty: 5872.126465
	Iteration 9Q: 3 clusters Score -1.361748e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 132540 members 
Entering Unmasked Estep 
Score: -13618901.000000 Penalty: 5872.126465
	Iteration 10Q: 3 clusters Score -1.36189e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 134734 members 
Entering Unmasked Estep 
Score: -13619389.000000 Penalty: 5872.126465
	Iteration 11Q: 3 clusters Score -1.361939e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 135908 members 
Entering Unmasked Estep 
Score: -13619598.000000 Penalty: 5872.126465
	Iteration 12Q: 3 clusters Score -1.36196e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -13619779.000000 Penalty: 5872.126465
	Iteration 13Q: 3 clusters Score -1.361978e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 136948 members 
Entering Unmasked Estep 
Score: -13619735.000000 Penalty: 5872.126465
	Iteration 14Q: 3 clusters Score -1.361974e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 137197 members 
Entering Unmasked Estep 
Score: -13619717.000000 Penalty: 5872.126465
	Iteration 15Q: 3 clusters Score -1.361972e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -13619752.000000 Penalty: 5872.126465
	Iteration 16Q: 3 clusters Score -1.361975e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -13619748.000000 Penalty: 5872.126465
	Iteration 17Q: 3 clusters Score -1.361975e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -13619753.000000 Penalty: 5872.126465
	Iteration 18Q: 3 clusters Score -1.361975e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 137569 members 
Entering Unmasked Estep 
Score: -13619767.000000 Penalty: 5872.126465
	Iteration 19Q: 3 clusters Score -1.361977e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -13619771.000000 Penalty: 5872.126465
	Iteration 20F: 3 clusters Score -1.361977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 137627 members 
Entering Unmasked Estep 
Score: -13619773.000000 Penalty: 5872.126465
	Iteration 21Q: 3 clusters Score -1.361977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 137640 members 
Entering Unmasked Estep 
Score: -13619761.000000 Penalty: 5872.126465
	Iteration 22Q: 3 clusters Score -1.361976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 137653 members 
Entering Unmasked Estep 
Score: -13619779.000000 Penalty: 5872.126465
	Iteration 23Q: 3 clusters Score -1.361978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 137663 members 
Entering Unmasked Estep 
Score: -13619775.000000 Penalty: 5872.126465
	Iteration 24Q: 3 clusters Score -1.361978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -13619768.000000 Penalty: 5872.126465
	Iteration 25Q: 3 clusters Score -1.361977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -13619780.000000 Penalty: 5872.126465
	Iteration 26Q: 3 clusters Score -1.361978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 137695 members 
Entering Unmasked Estep 
Score: -13619756.000000 Penalty: 5872.126465
	Iteration 27Q: 3 clusters Score -1.361976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 137701 members 
Entering Unmasked Estep 
Score: -13619741.000000 Penalty: 5872.126465
	Iteration 28Q: 3 clusters Score -1.361974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -13619742.000000 Penalty: 5872.126465
	Iteration 29Q: 3 clusters Score -1.361974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -13619723.000000 Penalty: 5872.126465
	Iteration 30Q: 3 clusters Score -1.361972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -13619734.000000 Penalty: 5872.126465
	Iteration 31Q: 3 clusters Score -1.361973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 137734 members 
Entering Unmasked Estep 
Score: -13619746.000000 Penalty: 5872.126465
	Iteration 32Q: 3 clusters Score -1.361975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -13619737.000000 Penalty: 5872.126465
	Iteration 33Q: 3 clusters Score -1.361974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -13619740.000000 Penalty: 5872.126465
	Iteration 34Q: 3 clusters Score -1.361974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -13619760.000000 Penalty: 5872.126465
	Iteration 35Q: 3 clusters Score -1.361976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -13619765.000000 Penalty: 5872.126465
	Iteration 36Q: 3 clusters Score -1.361976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -13619752.000000 Penalty: 5872.126465
	Iteration 37Q: 3 clusters Score -1.361975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
Score: -13619744.000000 Penalty: 5872.126465
	Iteration 38Q: 3 clusters Score -1.361974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -13619741.000000 Penalty: 5872.126465
	Iteration 39Q: 3 clusters Score -1.361974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -13619741.000000 Penalty: 5872.126465
	Iteration 40F: 3 clusters Score -1.361974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (107246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Entering Unmasked Estep 
Score: -11480378.000000 Penalty: 2872.554443
	Iteration 0F: 2 clusters Score -1.148038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -11413847.000000 Penalty: 5745.108887
	Iteration 0F: 3 clusters Score -1.141385e+07 nChanged 50873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -11443439.000000 Penalty: 5745.108887
	Iteration 1F: 3 clusters Score -1.144344e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -11444474.000000 Penalty: 5745.108887
	Iteration 2Q: 3 clusters Score -1.144447e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -11445658.000000 Penalty: 5745.108887
	Iteration 3Q: 3 clusters Score -1.144566e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -11447565.000000 Penalty: 5745.108887
	Iteration 4Q: 3 clusters Score -1.144756e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -11449966.000000 Penalty: 5745.108887
	Iteration 5Q: 3 clusters Score -1.144997e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -11453497.000000 Penalty: 5745.108887
	Iteration 6F: 3 clusters Score -1.14535e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -11457955.000000 Penalty: 5745.108887
	Iteration 7F: 3 clusters Score -1.145796e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -11462980.000000 Penalty: 5745.108887
	Iteration 8F: 3 clusters Score -1.146298e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -11467430.000000 Penalty: 5745.108887
	Iteration 9F: 3 clusters Score -1.146743e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -11470921.000000 Penalty: 5745.108887
	Iteration 10Q: 3 clusters Score -1.147092e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -11473336.000000 Penalty: 5745.108887
	Iteration 11Q: 3 clusters Score -1.147334e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103153 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -11474913.000000 Penalty: 5745.108887
	Iteration 12Q: 3 clusters Score -1.147491e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -11475939.000000 Penalty: 5745.108887
	Iteration 13Q: 3 clusters Score -1.147594e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11476601.000000 Penalty: 5745.108887
	Iteration 14Q: 3 clusters Score -1.14766e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11476999.000000 Penalty: 5745.108887
	Iteration 15Q: 3 clusters Score -1.1477e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106177 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11477237.000000 Penalty: 5745.108887
	Iteration 16Q: 3 clusters Score -1.147724e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11477399.000000 Penalty: 5745.108887
	Iteration 17Q: 3 clusters Score -1.14774e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11477517.000000 Penalty: 5745.108887
	Iteration 18Q: 3 clusters Score -1.147752e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106573 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11477612.000000 Penalty: 5745.108887
	Iteration 19Q: 3 clusters Score -1.147761e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11477720.000000 Penalty: 5745.108887
	Iteration 20F: 3 clusters Score -1.147772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11477749.000000 Penalty: 5745.108887
	Iteration 21Q: 3 clusters Score -1.147775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11477778.000000 Penalty: 5745.108887
	Iteration 22Q: 3 clusters Score -1.147778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11477795.000000 Penalty: 5745.108887
	Iteration 23Q: 3 clusters Score -1.14778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11477819.000000 Penalty: 5745.108887
	Iteration 24Q: 3 clusters Score -1.147782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11477829.000000 Penalty: 5745.108887
	Iteration 25Q: 3 clusters Score -1.147783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11477836.000000 Penalty: 5745.108887
	Iteration 26Q: 3 clusters Score -1.147784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11477843.000000 Penalty: 5745.108887
	Iteration 27Q: 3 clusters Score -1.147784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11477846.000000 Penalty: 5745.108887
	Iteration 28Q: 3 clusters Score -1.147785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11477859.000000 Penalty: 5745.108887
	Iteration 29Q: 3 clusters Score -1.147786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11477862.000000 Penalty: 5745.108887
	Iteration 30Q: 3 clusters Score -1.147786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106757 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11477863.000000 Penalty: 5745.108887
	Iteration 31Q: 3 clusters Score -1.147786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11477875.000000 Penalty: 5745.108887
	Iteration 32Q: 3 clusters Score -1.147788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11477876.000000 Penalty: 5745.108887
	Iteration 33Q: 3 clusters Score -1.147788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11477879.000000 Penalty: 5745.108887
	Iteration 34Q: 3 clusters Score -1.147788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11477889.000000 Penalty: 5745.108887
	Iteration 35Q: 3 clusters Score -1.147789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11477891.000000 Penalty: 5745.108887
	Iteration 36Q: 3 clusters Score -1.147789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11477891.000000 Penalty: 5745.108887
	Iteration 37F: 3 clusters Score -1.147789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -390674.218750 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -390674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -386251.437500 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -386251.4 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -387434.906250 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -387434.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -387869.625000 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -387869.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -388283.062500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -388283.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388615.312500 Penalty: 4223.733398
	Iteration 4F: 3 clusters Score -388615.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -388836.031250 Penalty: 4223.733398
	Iteration 5F: 3 clusters Score -388836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -388995.031250 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -388995 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -389116.812500 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -389116.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -389210.062500 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -389210.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -389269.375000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -389269.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -389342.593750 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -389342.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -389425.156250 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -389425.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -389513.937500 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -389513.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389604.437500 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -389604.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -389693.468750 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -389693.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -389772.218750 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -389772.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -389830.437500 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -389830.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -389869.031250 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -389869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -389892.750000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -389892.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -389905.781250 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -389905.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -389915.843750 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -389915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -389918.750000 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -389918.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -389921.937500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -389921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -389924.375000 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -389924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -389924.968750 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -389925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -389924.968750 Penalty: 4223.733398
	Iteration 25F: 3 clusters Score -389925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -330715.093750 Penalty: 2070.789551
	Iteration 0F: 2 clusters Score -330715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -326717.406250 Penalty: 4141.579102
	Iteration 0F: 3 clusters Score -326717.4 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -327526.906250 Penalty: 4141.579102
	Iteration 1F: 3 clusters Score -327526.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -327706.656250 Penalty: 4141.579102
	Iteration 2F: 3 clusters Score -327706.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -327828.968750 Penalty: 4141.579102
	Iteration 3Q: 3 clusters Score -327829 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -327923.593750 Penalty: 4141.579102
	Iteration 4Q: 3 clusters Score -327923.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -327996.875000 Penalty: 4141.579102
	Iteration 5Q: 3 clusters Score -327996.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -328075.281250 Penalty: 4141.579102
	Iteration 6Q: 3 clusters Score -328075.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -328155.750000 Penalty: 4141.579102
	Iteration 7Q: 3 clusters Score -328155.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -328228.312500 Penalty: 4141.579102
	Iteration 8Q: 3 clusters Score -328228.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -328301.406250 Penalty: 4141.579102
	Iteration 9Q: 3 clusters Score -328301.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -328363.875000 Penalty: 4141.579102
	Iteration 10Q: 3 clusters Score -328363.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328420.656250 Penalty: 4141.579102
	Iteration 11Q: 3 clusters Score -328420.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -328485.750000 Penalty: 4141.579102
	Iteration 12Q: 3 clusters Score -328485.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -328546.218750 Penalty: 4141.579102
	Iteration 13Q: 3 clusters Score -328546.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -328601.531250 Penalty: 4141.579102
	Iteration 14Q: 3 clusters Score -328601.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -328640.843750 Penalty: 4141.579102
	Iteration 15Q: 3 clusters Score -328640.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -328671.937500 Penalty: 4141.579102
	Iteration 16Q: 3 clusters Score -328671.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328702.187500 Penalty: 4141.579102
	Iteration 17Q: 3 clusters Score -328702.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -328740.281250 Penalty: 4141.579102
	Iteration 18Q: 3 clusters Score -328740.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -328779.218750 Penalty: 4141.579102
	Iteration 19Q: 3 clusters Score -328779.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -328807.500000 Penalty: 4141.579102
	Iteration 20F: 3 clusters Score -328807.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -328836.312500 Penalty: 4141.579102
	Iteration 21Q: 3 clusters Score -328836.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -328854.812500 Penalty: 4141.579102
	Iteration 22Q: 3 clusters Score -328854.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -328868.843750 Penalty: 4141.579102
	Iteration 23Q: 3 clusters Score -328868.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -328886.031250 Penalty: 4141.579102
	Iteration 24Q: 3 clusters Score -328886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -328900.218750 Penalty: 4141.579102
	Iteration 25Q: 3 clusters Score -328900.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -328907.750000 Penalty: 4141.579102
	Iteration 26Q: 3 clusters Score -328907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -328917.312500 Penalty: 4141.579102
	Iteration 27Q: 3 clusters Score -328917.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -328927.562500 Penalty: 4141.579102
	Iteration 28Q: 3 clusters Score -328927.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -328936.531250 Penalty: 4141.579102
	Iteration 29Q: 3 clusters Score -328936.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -328947.687500 Penalty: 4141.579102
	Iteration 30Q: 3 clusters Score -328947.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328955.687500 Penalty: 4141.579102
	Iteration 31Q: 3 clusters Score -328955.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -328960.718750 Penalty: 4141.579102
	Iteration 32Q: 3 clusters Score -328960.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -328965.375000 Penalty: 4141.579102
	Iteration 33Q: 3 clusters Score -328965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -328968.968750 Penalty: 4141.579102
	Iteration 34Q: 3 clusters Score -328969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -328970.656250 Penalty: 4141.579102
	Iteration 35Q: 3 clusters Score -328970.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -328975.781250 Penalty: 4141.579102
	Iteration 36Q: 3 clusters Score -328975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -328978.937500 Penalty: 4141.579102
	Iteration 37Q: 3 clusters Score -328978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -328979.906250 Penalty: 4141.579102
	Iteration 38Q: 3 clusters Score -328979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -328980.968750 Penalty: 4141.579102
	Iteration 39Q: 3 clusters Score -328981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -328981.500000 Penalty: 4141.579102
	Iteration 40F: 3 clusters Score -328981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -328982.156250 Penalty: 4141.579102
	Iteration 41Q: 3 clusters Score -328982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -328982.312500 Penalty: 4141.579102
	Iteration 42Q: 3 clusters Score -328982.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -328982.312500 Penalty: 4141.579102
	Iteration 43Q: 3 clusters Score -328982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -328983.500000 Penalty: 4141.579102
	Iteration 44Q: 3 clusters Score -328983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -328984.281250 Penalty: 4141.579102
	Iteration 45Q: 3 clusters Score -328984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -328984.281250 Penalty: 4141.579102
	Iteration 46F: 3 clusters Score -328984.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Entering Unmasked Estep 
Score: -397269.687500 Penalty: 2118.532715
	Iteration 0F: 2 clusters Score -397269.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -392647.843750 Penalty: 4237.065430
	Iteration 0F: 3 clusters Score -392647.8 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -393788.250000 Penalty: 4237.065430
	Iteration 1F: 3 clusters Score -393788.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -394037.468750 Penalty: 4237.065430
	Iteration 2F: 3 clusters Score -394037.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -394225.625000 Penalty: 4237.065430
	Iteration 3F: 3 clusters Score -394225.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -394379.875000 Penalty: 4237.065430
	Iteration 4Q: 3 clusters Score -394379.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -394501.343750 Penalty: 4237.065430
	Iteration 5Q: 3 clusters Score -394501.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -394618.281250 Penalty: 4237.065430
	Iteration 6Q: 3 clusters Score -394618.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -394749.156250 Penalty: 4237.065430
	Iteration 7Q: 3 clusters Score -394749.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -394885.906250 Penalty: 4237.065430
	Iteration 8Q: 3 clusters Score -394885.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -395027.218750 Penalty: 4237.065430
	Iteration 9Q: 3 clusters Score -395027.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -395152.812500 Penalty: 4237.065430
	Iteration 10Q: 3 clusters Score -395152.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -395312.562500 Penalty: 4237.065430
	Iteration 11Q: 3 clusters Score -395312.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -395475.125000 Penalty: 4237.065430
	Iteration 12Q: 3 clusters Score -395475.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -395608.718750 Penalty: 4237.065430
	Iteration 13Q: 3 clusters Score -395608.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -395711.531250 Penalty: 4237.065430
	Iteration 14Q: 3 clusters Score -395711.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -395785.781250 Penalty: 4237.065430
	Iteration 15Q: 3 clusters Score -395785.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -395824.000000 Penalty: 4237.065430
	Iteration 16Q: 3 clusters Score -395824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -395853.187500 Penalty: 4237.065430
	Iteration 17Q: 3 clusters Score -395853.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -395873.625000 Penalty: 4237.065430
	Iteration 18Q: 3 clusters Score -395873.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -395889.375000 Penalty: 4237.065430
	Iteration 19Q: 3 clusters Score -395889.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -395897.000000 Penalty: 4237.065430
	Iteration 20F: 3 clusters Score -395897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -395899.125000 Penalty: 4237.065430
	Iteration 21Q: 3 clusters Score -395899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -395902.343750 Penalty: 4237.065430
	Iteration 22Q: 3 clusters Score -395902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -395903.593750 Penalty: 4237.065430
	Iteration 23Q: 3 clusters Score -395903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -395906.781250 Penalty: 4237.065430
	Iteration 24Q: 3 clusters Score -395906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -395909.406250 Penalty: 4237.065430
	Iteration 25Q: 3 clusters Score -395909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -395911.437500 Penalty: 4237.065430
	Iteration 26Q: 3 clusters Score -395911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -395912.718750 Penalty: 4237.065430
	Iteration 27Q: 3 clusters Score -395912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -395914.187500 Penalty: 4237.065430
	Iteration 28Q: 3 clusters Score -395914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -395913.968750 Penalty: 4237.065430
	Iteration 29Q: 3 clusters Score -395914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -395913.968750 Penalty: 4237.065430
	Iteration 30F: 3 clusters Score -395914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -168761.640625 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -168761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166029.453125 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -166029.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -166512.109375 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -166512.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -166627.921875 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -166627.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -166687.546875 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -166687.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -166722.468750 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -166722.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -166747.375000 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -166747.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -166768.671875 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -166768.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -166781.906250 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -166781.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -166797.125000 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -166797.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -166810.171875 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -166810.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -166821.953125 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -166822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -166828.203125 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -166828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -166835.515625 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -166835.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -166841.781250 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -166841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166848.359375 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -166848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -166854.109375 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -166854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166861.500000 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -166861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -166865.906250 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -166865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166869.812500 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -166869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166872.468750 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -166872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166873.093750 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -166873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166874.015625 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -166874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166875.234375 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -166875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -166876.468750 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -166876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -166877.718750 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -166877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166877.968750 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -166878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166877.968750 Penalty: 3810.511230
	Iteration 26F: 3 clusters Score -166878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -138838.140625 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -138838.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -136468.718750 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -136468.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137123.796875 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -137123.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -137588.703125 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -137588.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -138148.000000 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -138148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138586.187500 Penalty: 3685.630615
	Iteration 4F: 3 clusters Score -138586.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138893.890625 Penalty: 3685.630615
	Iteration 5F: 3 clusters Score -138893.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -138977.484375 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -138977.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -139024.531250 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -139024.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139050.765625 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -139050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -139061.000000 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -139061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139063.406250 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -139063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139065.656250 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -139065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139067.000000 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -139067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139067.000000 Penalty: 3685.630615
	Iteration 13F: 3 clusters Score -139067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1031 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Mstep: Class 70 contains 5247 members 
Mstep: Class 71 contains 656 members 
Entering Unmasked Estep 
Score: -150790320.000000 Penalty: 253409.765625
Splitting cluster 50 changes total score from -150790608.000000 to -150790320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -600652.750000 Penalty: 2241.396484
	Iteration 0F: 2 clusters Score -600652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -594020.312500 Penalty: 4482.792969
	Iteration 0F: 3 clusters Score -594020.3 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -596079.687500 Penalty: 4482.792969
	Iteration 1F: 3 clusters Score -596079.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -596737.625000 Penalty: 4482.792969
	Iteration 2F: 3 clusters Score -596737.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -597567.250000 Penalty: 4482.792969
	Iteration 3F: 3 clusters Score -597567.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -598503.375000 Penalty: 4482.792969
	Iteration 4F: 3 clusters Score -598503.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -599336.125000 Penalty: 4482.792969
	Iteration 5F: 3 clusters Score -599336.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -599863.500000 Penalty: 4482.792969
	Iteration 6F: 3 clusters Score -599863.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -600175.937500 Penalty: 4482.792969
	Iteration 7Q: 3 clusters Score -600175.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -600322.250000 Penalty: 4482.792969
	Iteration 8Q: 3 clusters Score -600322.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -600383.000000 Penalty: 4482.792969
	Iteration 9Q: 3 clusters Score -600383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -600415.562500 Penalty: 4482.792969
	Iteration 10Q: 3 clusters Score -600415.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -600437.875000 Penalty: 4482.792969
	Iteration 11Q: 3 clusters Score -600437.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -600448.812500 Penalty: 4482.792969
	Iteration 12Q: 3 clusters Score -600448.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -600453.812500 Penalty: 4482.792969
	Iteration 13Q: 3 clusters Score -600453.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -600460.000000 Penalty: 4482.792969
	Iteration 14Q: 3 clusters Score -600460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -600463.187500 Penalty: 4482.792969
	Iteration 15Q: 3 clusters Score -600463.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -600465.250000 Penalty: 4482.792969
	Iteration 16Q: 3 clusters Score -600465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -600468.687500 Penalty: 4482.792969
	Iteration 17Q: 3 clusters Score -600468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -600469.437500 Penalty: 4482.792969
	Iteration 18Q: 3 clusters Score -600469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -600473.875000 Penalty: 4482.792969
	Iteration 19Q: 3 clusters Score -600473.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -600473.875000 Penalty: 4482.792969
	Iteration 20F: 3 clusters Score -600473.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -600477.125000 Penalty: 4482.792969
	Iteration 21Q: 3 clusters Score -600477.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -600478.250000 Penalty: 4482.792969
	Iteration 22Q: 3 clusters Score -600478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -600480.500000 Penalty: 4482.792969
	Iteration 23Q: 3 clusters Score -600480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -600481.125000 Penalty: 4482.792969
	Iteration 24Q: 3 clusters Score -600481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -600483.625000 Penalty: 4482.792969
	Iteration 25Q: 3 clusters Score -600483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -600485.000000 Penalty: 4482.792969
	Iteration 26Q: 3 clusters Score -600485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -600484.187500 Penalty: 4482.792969
	Iteration 27Q: 3 clusters Score -600484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -600485.437500 Penalty: 4482.792969
	Iteration 28Q: 3 clusters Score -600485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -600486.062500 Penalty: 4482.792969
	Iteration 29Q: 3 clusters Score -600486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -600487.000000 Penalty: 4482.792969
	Iteration 30Q: 3 clusters Score -600487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -600487.000000 Penalty: 4482.792969
	Iteration 31F: 3 clusters Score -600487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -1056440.250000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -1056440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1046705.125000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -1046705 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1049730.500000 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -1049730 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1050155.125000 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -1050155 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1050660.250000 Penalty: 4702.564941
	Iteration 3F: 3 clusters Score -1050660 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1051311.625000 Penalty: 4702.564941
	Iteration 4F: 3 clusters Score -1051312 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1052013.125000 Penalty: 4702.564941
	Iteration 5F: 3 clusters Score -1052013 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1052640.000000 Penalty: 4702.564941
	Iteration 6F: 3 clusters Score -1052640 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1053156.500000 Penalty: 4702.564941
	Iteration 7F: 3 clusters Score -1053156 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1053484.250000 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -1053484 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1053674.875000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -1053675 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1053790.750000 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -1053791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1053873.875000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -1053874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1053925.375000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -1053925 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1053974.625000 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -1053975 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1054016.000000 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -1054016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1054060.625000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -1054061 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1054093.750000 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -1054094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1054125.750000 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -1054126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1054160.500000 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -1054160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1054188.500000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -1054188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1054234.750000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -1054235 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1054277.875000 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -1054278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1054321.125000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -1054321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1054351.250000 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -1054351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1054376.625000 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -1054377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1054402.000000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -1054402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1054431.000000 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -1054431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1054457.875000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -1054458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1054479.000000 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -1054479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1054490.250000 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -1054490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1054504.375000 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -1054504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1054520.250000 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -1054520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1054532.500000 Penalty: 4702.564941
	Iteration 32Q: 3 clusters Score -1054532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1054547.875000 Penalty: 4702.564941
	Iteration 33Q: 3 clusters Score -1054548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1054559.250000 Penalty: 4702.564941
	Iteration 34Q: 3 clusters Score -1054559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1054567.000000 Penalty: 4702.564941
	Iteration 35Q: 3 clusters Score -1054567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1054571.750000 Penalty: 4702.564941
	Iteration 36Q: 3 clusters Score -1054572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1054573.125000 Penalty: 4702.564941
	Iteration 37Q: 3 clusters Score -1054573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1054580.625000 Penalty: 4702.564941
	Iteration 38Q: 3 clusters Score -1054581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1054584.750000 Penalty: 4702.564941
	Iteration 39Q: 3 clusters Score -1054585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1054586.750000 Penalty: 4702.564941
	Iteration 40F: 3 clusters Score -1054587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1054594.000000 Penalty: 4702.564941
	Iteration 41Q: 3 clusters Score -1054594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1054600.125000 Penalty: 4702.564941
	Iteration 42Q: 3 clusters Score -1054600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1054602.125000 Penalty: 4702.564941
	Iteration 43Q: 3 clusters Score -1054602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1054601.875000 Penalty: 4702.564941
	Iteration 44Q: 3 clusters Score -1054602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1054603.375000 Penalty: 4702.564941
	Iteration 45Q: 3 clusters Score -1054603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1054606.500000 Penalty: 4702.564941
	Iteration 46Q: 3 clusters Score -1054606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1054611.500000 Penalty: 4702.564941
	Iteration 47Q: 3 clusters Score -1054612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1054612.000000 Penalty: 4702.564941
	Iteration 48Q: 3 clusters Score -1054612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1054615.125000 Penalty: 4702.564941
	Iteration 49Q: 3 clusters Score -1054615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1054617.625000 Penalty: 4702.564941
	Iteration 50Q: 3 clusters Score -1054618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1054624.375000 Penalty: 4702.564941
	Iteration 51Q: 3 clusters Score -1054624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1054630.625000 Penalty: 4702.564941
	Iteration 52Q: 3 clusters Score -1054631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1054631.375000 Penalty: 4702.564941
	Iteration 53Q: 3 clusters Score -1054631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1054632.250000 Penalty: 4702.564941
	Iteration 54Q: 3 clusters Score -1054632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1054633.500000 Penalty: 4702.564941
	Iteration 55Q: 3 clusters Score -1054634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1054637.000000 Penalty: 4702.564941
	Iteration 56Q: 3 clusters Score -1054637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1054637.875000 Penalty: 4702.564941
	Iteration 57Q: 3 clusters Score -1054638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1054638.125000 Penalty: 4702.564941
	Iteration 58Q: 3 clusters Score -1054638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1054640.000000 Penalty: 4702.564941
	Iteration 59Q: 3 clusters Score -1054640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1054638.000000 Penalty: 4702.564941
	Iteration 60F: 3 clusters Score -1054638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (19498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Entering Unmasked Estep 
Score: -1574905.375000 Penalty: 2449.760742
	Iteration 0F: 2 clusters Score -1574905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1561132.125000 Penalty: 4899.521484
	Iteration 0F: 3 clusters Score -1561132 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1565994.000000 Penalty: 4899.521484
	Iteration 1F: 3 clusters Score -1565994 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1566430.125000 Penalty: 4899.521484
	Iteration 2F: 3 clusters Score -1566430 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1566828.375000 Penalty: 4899.521484
	Iteration 3Q: 3 clusters Score -1566828 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1567236.000000 Penalty: 4899.521484
	Iteration 4Q: 3 clusters Score -1567236 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1567691.125000 Penalty: 4899.521484
	Iteration 5Q: 3 clusters Score -1567691 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1568209.625000 Penalty: 4899.521484
	Iteration 6Q: 3 clusters Score -1568210 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1568853.125000 Penalty: 4899.521484
	Iteration 7Q: 3 clusters Score -1568853 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1569594.125000 Penalty: 4899.521484
	Iteration 8Q: 3 clusters Score -1569594 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1570352.250000 Penalty: 4899.521484
	Iteration 9Q: 3 clusters Score -1570352 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1571038.875000 Penalty: 4899.521484
	Iteration 10Q: 3 clusters Score -1571039 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1571560.625000 Penalty: 4899.521484
	Iteration 11Q: 3 clusters Score -1571561 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1571905.875000 Penalty: 4899.521484
	Iteration 12Q: 3 clusters Score -1571906 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1572131.875000 Penalty: 4899.521484
	Iteration 13Q: 3 clusters Score -1572132 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1572310.625000 Penalty: 4899.521484
	Iteration 14Q: 3 clusters Score -1572311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1572438.875000 Penalty: 4899.521484
	Iteration 15Q: 3 clusters Score -1572439 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1572534.250000 Penalty: 4899.521484
	Iteration 16Q: 3 clusters Score -1572534 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1572611.375000 Penalty: 4899.521484
	Iteration 17Q: 3 clusters Score -1572611 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1572667.250000 Penalty: 4899.521484
	Iteration 18Q: 3 clusters Score -1572667 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1572709.750000 Penalty: 4899.521484
	Iteration 19Q: 3 clusters Score -1572710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1572738.375000 Penalty: 4899.521484
	Iteration 20F: 3 clusters Score -1572738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1572755.875000 Penalty: 4899.521484
	Iteration 21Q: 3 clusters Score -1572756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1572777.125000 Penalty: 4899.521484
	Iteration 22Q: 3 clusters Score -1572777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1572792.125000 Penalty: 4899.521484
	Iteration 23Q: 3 clusters Score -1572792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1572812.875000 Penalty: 4899.521484
	Iteration 24Q: 3 clusters Score -1572813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1572826.250000 Penalty: 4899.521484
	Iteration 25Q: 3 clusters Score -1572826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1572835.000000 Penalty: 4899.521484
	Iteration 26Q: 3 clusters Score -1572835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1572847.000000 Penalty: 4899.521484
	Iteration 27Q: 3 clusters Score -1572847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1572861.625000 Penalty: 4899.521484
	Iteration 28Q: 3 clusters Score -1572862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1572879.625000 Penalty: 4899.521484
	Iteration 29Q: 3 clusters Score -1572880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1572890.375000 Penalty: 4899.521484
	Iteration 30Q: 3 clusters Score -1572890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1572900.375000 Penalty: 4899.521484
	Iteration 31Q: 3 clusters Score -1572900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1572915.500000 Penalty: 4899.521484
	Iteration 32Q: 3 clusters Score -1572916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1572928.875000 Penalty: 4899.521484
	Iteration 33Q: 3 clusters Score -1572929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1572936.375000 Penalty: 4899.521484
	Iteration 34Q: 3 clusters Score -1572936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1572942.250000 Penalty: 4899.521484
	Iteration 35Q: 3 clusters Score -1572942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1572947.625000 Penalty: 4899.521484
	Iteration 36Q: 3 clusters Score -1572948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1572950.500000 Penalty: 4899.521484
	Iteration 37Q: 3 clusters Score -1572950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1572951.500000 Penalty: 4899.521484
	Iteration 38Q: 3 clusters Score -1572952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1572953.500000 Penalty: 4899.521484
	Iteration 39Q: 3 clusters Score -1572954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1572954.750000 Penalty: 4899.521484
	Iteration 40F: 3 clusters Score -1572955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1572956.125000 Penalty: 4899.521484
	Iteration 41Q: 3 clusters Score -1572956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1572956.125000 Penalty: 4899.521484
	Iteration 42F: 3 clusters Score -1572956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -113287.398438 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -113287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111196.125000 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -111196.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111830.125000 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -111830.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -112403.390625 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -112403.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -112886.343750 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -112886.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -113131.242188 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -113131.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -113216.960938 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -113217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -113257.406250 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -113257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -113289.093750 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -113289.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -113310.164062 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -113310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -113313.054688 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -113313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -113315.914062 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -113315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113318.226562 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -113318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -113319.726562 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -113319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113324.046875 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -113324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -113328.179688 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -113328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -113332.250000 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -113332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -113341.000000 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -113341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -113355.398438 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -113355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -113367.343750 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -113367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -113380.796875 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -113380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -113398.695312 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -113398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -113421.664062 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -113421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -113445.601562 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -113445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -113462.906250 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -113462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113485.843750 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -113485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113499.437500 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -113499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -113513.710938 Penalty: 3552.164551
	Iteration 26Q: 3 clusters Score -113513.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -113548.476562 Penalty: 3552.164551
	Iteration 27Q: 3 clusters Score -113548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -113595.539062 Penalty: 3552.164551
	Iteration 28Q: 3 clusters Score -113595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -113619.617188 Penalty: 3552.164551
	Iteration 29Q: 3 clusters Score -113619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113641.640625 Penalty: 3552.164551
	Iteration 30Q: 3 clusters Score -113641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -113673.375000 Penalty: 3552.164551
	Iteration 31Q: 3 clusters Score -113673.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113696.171875 Penalty: 3552.164551
	Iteration 32Q: 3 clusters Score -113696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -113707.437500 Penalty: 3552.164551
	Iteration 33Q: 3 clusters Score -113707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113712.031250 Penalty: 3552.164551
	Iteration 34Q: 3 clusters Score -113712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -113714.593750 Penalty: 3552.164551
	Iteration 35Q: 3 clusters Score -113714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113716.406250 Penalty: 3552.164551
	Iteration 36Q: 3 clusters Score -113716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -113717.742188 Penalty: 3552.164551
	Iteration 37Q: 3 clusters Score -113717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -113719.710938 Penalty: 3552.164551
	Iteration 38Q: 3 clusters Score -113719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -113721.007812 Penalty: 3552.164551
	Iteration 39Q: 3 clusters Score -113721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113727.500000 Penalty: 3552.164551
	Iteration 40F: 3 clusters Score -113727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113728.929688 Penalty: 3552.164551
	Iteration 41Q: 3 clusters Score -113728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113729.304688 Penalty: 3552.164551
	Iteration 42Q: 3 clusters Score -113729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113729.304688 Penalty: 3552.164551
	Iteration 43F: 3 clusters Score -113729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 312 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Mstep: Class 70 contains 5247 members 
Mstep: Class 71 contains 977 members 
Entering Unmasked Estep 
Score: -150790464.000000 Penalty: 253409.765625
Splitting cluster 54 changes total score from -150790608.000000 to -150790464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (9294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Entering Unmasked Estep 
Score: -960772.875000 Penalty: 2266.006836
	Iteration 0F: 2 clusters Score -960772.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -953533.125000 Penalty: 4532.013672
	Iteration 0F: 3 clusters Score -953533.1 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -955582.062500 Penalty: 4532.013672
	Iteration 1F: 3 clusters Score -955582.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -955845.875000 Penalty: 4532.013672
	Iteration 2F: 3 clusters Score -955845.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -956038.062500 Penalty: 4532.013672
	Iteration 3Q: 3 clusters Score -956038.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -956171.000000 Penalty: 4532.013672
	Iteration 4Q: 3 clusters Score -956171 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -956264.687500 Penalty: 4532.013672
	Iteration 5Q: 3 clusters Score -956264.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -956352.937500 Penalty: 4532.013672
	Iteration 6Q: 3 clusters Score -956352.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -956432.562500 Penalty: 4532.013672
	Iteration 7Q: 3 clusters Score -956432.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -956508.250000 Penalty: 4532.013672
	Iteration 8Q: 3 clusters Score -956508.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -956601.312500 Penalty: 4532.013672
	Iteration 9Q: 3 clusters Score -956601.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -956709.500000 Penalty: 4532.013672
	Iteration 10Q: 3 clusters Score -956709.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -956828.500000 Penalty: 4532.013672
	Iteration 11Q: 3 clusters Score -956828.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -956952.375000 Penalty: 4532.013672
	Iteration 12Q: 3 clusters Score -956952.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -957092.750000 Penalty: 4532.013672
	Iteration 13Q: 3 clusters Score -957092.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -957260.812500 Penalty: 4532.013672
	Iteration 14Q: 3 clusters Score -957260.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -957462.187500 Penalty: 4532.013672
	Iteration 15Q: 3 clusters Score -957462.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -957709.875000 Penalty: 4532.013672
	Iteration 16Q: 3 clusters Score -957709.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -957984.312500 Penalty: 4532.013672
	Iteration 17Q: 3 clusters Score -957984.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -958313.375000 Penalty: 4532.013672
	Iteration 18Q: 3 clusters Score -958313.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -958631.250000 Penalty: 4532.013672
	Iteration 19Q: 3 clusters Score -958631.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -958866.937500 Penalty: 4532.013672
	Iteration 20F: 3 clusters Score -958866.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -959023.875000 Penalty: 4532.013672
	Iteration 21Q: 3 clusters Score -959023.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -959130.500000 Penalty: 4532.013672
	Iteration 22Q: 3 clusters Score -959130.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -959196.125000 Penalty: 4532.013672
	Iteration 23Q: 3 clusters Score -959196.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -959232.000000 Penalty: 4532.013672
	Iteration 24Q: 3 clusters Score -959232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -959252.437500 Penalty: 4532.013672
	Iteration 25Q: 3 clusters Score -959252.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -959266.750000 Penalty: 4532.013672
	Iteration 26Q: 3 clusters Score -959266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -959268.937500 Penalty: 4532.013672
	Iteration 27Q: 3 clusters Score -959268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -959274.437500 Penalty: 4532.013672
	Iteration 28Q: 3 clusters Score -959274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -959280.687500 Penalty: 4532.013672
	Iteration 29Q: 3 clusters Score -959280.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -959288.000000 Penalty: 4532.013672
	Iteration 30Q: 3 clusters Score -959288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -959290.500000 Penalty: 4532.013672
	Iteration 31Q: 3 clusters Score -959290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -959298.125000 Penalty: 4532.013672
	Iteration 32Q: 3 clusters Score -959298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -959300.250000 Penalty: 4532.013672
	Iteration 33Q: 3 clusters Score -959300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -959305.250000 Penalty: 4532.013672
	Iteration 34Q: 3 clusters Score -959305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -959307.250000 Penalty: 4532.013672
	Iteration 35Q: 3 clusters Score -959307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -959308.187500 Penalty: 4532.013672
	Iteration 36Q: 3 clusters Score -959308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -959312.500000 Penalty: 4532.013672
	Iteration 37Q: 3 clusters Score -959312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -959316.000000 Penalty: 4532.013672
	Iteration 38Q: 3 clusters Score -959316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -959318.375000 Penalty: 4532.013672
	Iteration 39Q: 3 clusters Score -959318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -959321.375000 Penalty: 4532.013672
	Iteration 40F: 3 clusters Score -959321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -959322.750000 Penalty: 4532.013672
	Iteration 41Q: 3 clusters Score -959322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -959323.000000 Penalty: 4532.013672
	Iteration 42Q: 3 clusters Score -959323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -959323.000000 Penalty: 4532.013672
	Iteration 43F: 3 clusters Score -959323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -554089.250000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -554089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -549356.625000 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -549356.6 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -550467.250000 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -550467.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -550713.750000 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -550713.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -550853.875000 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -550853.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -550935.062500 Penalty: 4257.158691
	Iteration 4Q: 3 clusters Score -550935.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -550984.562500 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -550984.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -551017.875000 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -551017.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -551037.500000 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -551037.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -551058.625000 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -551058.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -551071.375000 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -551071.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -551086.437500 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -551086.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -551094.937500 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -551094.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -551103.687500 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -551103.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -551110.312500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -551110.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -551120.000000 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -551120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -551128.812500 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -551128.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -551136.125000 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -551136.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -551142.437500 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -551142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -551147.687500 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -551147.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -551154.750000 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -551154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -551159.125000 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -551159.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -551162.375000 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -551162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -551166.312500 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -551166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -551170.187500 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -551170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -551173.437500 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -551173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -551176.812500 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -551176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -551178.562500 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -551178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -551180.500000 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -551180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -551181.687500 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -551181.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -551183.375000 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -551183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -551184.375000 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -551184.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -551187.375000 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -551187.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -551188.750000 Penalty: 4257.158691
	Iteration 32Q: 3 clusters Score -551188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -551190.875000 Penalty: 4257.158691
	Iteration 33Q: 3 clusters Score -551190.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -551195.187500 Penalty: 4257.158691
	Iteration 34Q: 3 clusters Score -551195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -551198.875000 Penalty: 4257.158691
	Iteration 35Q: 3 clusters Score -551198.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -551207.250000 Penalty: 4257.158691
	Iteration 36Q: 3 clusters Score -551207.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -551213.562500 Penalty: 4257.158691
	Iteration 37Q: 3 clusters Score -551213.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -551221.187500 Penalty: 4257.158691
	Iteration 38Q: 3 clusters Score -551221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -551230.437500 Penalty: 4257.158691
	Iteration 39Q: 3 clusters Score -551230.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -551239.875000 Penalty: 4257.158691
	Iteration 40F: 3 clusters Score -551239.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -551246.062500 Penalty: 4257.158691
	Iteration 41Q: 3 clusters Score -551246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -551250.562500 Penalty: 4257.158691
	Iteration 42Q: 3 clusters Score -551250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -551256.375000 Penalty: 4257.158691
	Iteration 43Q: 3 clusters Score -551256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -551259.500000 Penalty: 4257.158691
	Iteration 44Q: 3 clusters Score -551259.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -551264.750000 Penalty: 4257.158691
	Iteration 45Q: 3 clusters Score -551264.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -551268.000000 Penalty: 4257.158691
	Iteration 46Q: 3 clusters Score -551268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -551269.250000 Penalty: 4257.158691
	Iteration 47Q: 3 clusters Score -551269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -551271.625000 Penalty: 4257.158691
	Iteration 48Q: 3 clusters Score -551271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -551273.250000 Penalty: 4257.158691
	Iteration 49Q: 3 clusters Score -551273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -551275.125000 Penalty: 4257.158691
	Iteration 50Q: 3 clusters Score -551275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -551276.500000 Penalty: 4257.158691
	Iteration 51Q: 3 clusters Score -551276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -551277.250000 Penalty: 4257.158691
	Iteration 52Q: 3 clusters Score -551277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -551278.125000 Penalty: 4257.158691
	Iteration 53Q: 3 clusters Score -551278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -551279.375000 Penalty: 4257.158691
	Iteration 54Q: 3 clusters Score -551279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -551279.687500 Penalty: 4257.158691
	Iteration 55Q: 3 clusters Score -551279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -551280.500000 Penalty: 4257.158691
	Iteration 56Q: 3 clusters Score -551280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -551282.187500 Penalty: 4257.158691
	Iteration 57Q: 3 clusters Score -551282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -551284.937500 Penalty: 4257.158691
	Iteration 58Q: 3 clusters Score -551284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -551288.500000 Penalty: 4257.158691
	Iteration 59Q: 3 clusters Score -551288.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -551288.937500 Penalty: 4257.158691
	Iteration 60F: 3 clusters Score -551288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -551290.062500 Penalty: 4257.158691
	Iteration 61Q: 3 clusters Score -551290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -551291.125000 Penalty: 4257.158691
	Iteration 62Q: 3 clusters Score -551291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -551290.375000 Penalty: 4257.158691
	Iteration 63Q: 3 clusters Score -551290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -551291.500000 Penalty: 4257.158691
	Iteration 64Q: 3 clusters Score -551291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -551291.562500 Penalty: 4257.158691
	Iteration 65Q: 3 clusters Score -551291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -551293.500000 Penalty: 4257.158691
	Iteration 66Q: 3 clusters Score -551293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -551294.562500 Penalty: 4257.158691
	Iteration 67Q: 3 clusters Score -551294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -551295.437500 Penalty: 4257.158691
	Iteration 68Q: 3 clusters Score -551295.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -551297.812500 Penalty: 4257.158691
	Iteration 69Q: 3 clusters Score -551297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -551298.812500 Penalty: 4257.158691
	Iteration 70Q: 3 clusters Score -551298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -551301.000000 Penalty: 4257.158691
	Iteration 71Q: 3 clusters Score -551301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -551304.312500 Penalty: 4257.158691
	Iteration 72Q: 3 clusters Score -551304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -551307.312500 Penalty: 4257.158691
	Iteration 73Q: 3 clusters Score -551307.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -551312.500000 Penalty: 4257.158691
	Iteration 74Q: 3 clusters Score -551312.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -551315.625000 Penalty: 4257.158691
	Iteration 75Q: 3 clusters Score -551315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -551318.000000 Penalty: 4257.158691
	Iteration 76Q: 3 clusters Score -551318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -551322.625000 Penalty: 4257.158691
	Iteration 77Q: 3 clusters Score -551322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -551327.937500 Penalty: 4257.158691
	Iteration 78Q: 3 clusters Score -551327.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -551330.687500 Penalty: 4257.158691
	Iteration 79Q: 3 clusters Score -551330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -551334.562500 Penalty: 4257.158691
	Iteration 80F: 3 clusters Score -551334.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -551339.812500 Penalty: 4257.158691
	Iteration 81Q: 3 clusters Score -551339.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -551345.187500 Penalty: 4257.158691
	Iteration 82Q: 3 clusters Score -551345.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -551350.000000 Penalty: 4257.158691
	Iteration 83Q: 3 clusters Score -551350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -551356.187500 Penalty: 4257.158691
	Iteration 84Q: 3 clusters Score -551356.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -551364.375000 Penalty: 4257.158691
	Iteration 85Q: 3 clusters Score -551364.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -551373.250000 Penalty: 4257.158691
	Iteration 86Q: 3 clusters Score -551373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -551383.937500 Penalty: 4257.158691
	Iteration 87Q: 3 clusters Score -551383.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -551393.687500 Penalty: 4257.158691
	Iteration 88Q: 3 clusters Score -551393.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -551401.625000 Penalty: 4257.158691
	Iteration 89Q: 3 clusters Score -551401.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -551413.187500 Penalty: 4257.158691
	Iteration 90Q: 3 clusters Score -551413.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -551422.750000 Penalty: 4257.158691
	Iteration 91Q: 3 clusters Score -551422.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -551431.812500 Penalty: 4257.158691
	Iteration 92Q: 3 clusters Score -551431.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -551445.625000 Penalty: 4257.158691
	Iteration 93Q: 3 clusters Score -551445.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -551458.812500 Penalty: 4257.158691
	Iteration 94Q: 3 clusters Score -551458.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -551472.562500 Penalty: 4257.158691
	Iteration 95Q: 3 clusters Score -551472.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -551491.500000 Penalty: 4257.158691
	Iteration 96Q: 3 clusters Score -551491.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -551513.375000 Penalty: 4257.158691
	Iteration 97Q: 3 clusters Score -551513.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -551537.937500 Penalty: 4257.158691
	Iteration 98Q: 3 clusters Score -551537.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -551567.750000 Penalty: 4257.158691
	Iteration 99Q: 3 clusters Score -551567.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -551601.187500 Penalty: 4257.158691
	Iteration 100F: 3 clusters Score -551601.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -551633.937500 Penalty: 4257.158691
	Iteration 101Q: 3 clusters Score -551633.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -551662.625000 Penalty: 4257.158691
	Iteration 102Q: 3 clusters Score -551662.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -551699.312500 Penalty: 4257.158691
	Iteration 103Q: 3 clusters Score -551699.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -551734.375000 Penalty: 4257.158691
	Iteration 104Q: 3 clusters Score -551734.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -551759.062500 Penalty: 4257.158691
	Iteration 105Q: 3 clusters Score -551759.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -551781.250000 Penalty: 4257.158691
	Iteration 106Q: 3 clusters Score -551781.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -551803.500000 Penalty: 4257.158691
	Iteration 107Q: 3 clusters Score -551803.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -551825.375000 Penalty: 4257.158691
	Iteration 108Q: 3 clusters Score -551825.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -551853.625000 Penalty: 4257.158691
	Iteration 109Q: 3 clusters Score -551853.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -551874.187500 Penalty: 4257.158691
	Iteration 110Q: 3 clusters Score -551874.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -551901.750000 Penalty: 4257.158691
	Iteration 111Q: 3 clusters Score -551901.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -551928.250000 Penalty: 4257.158691
	Iteration 112Q: 3 clusters Score -551928.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -551952.062500 Penalty: 4257.158691
	Iteration 113Q: 3 clusters Score -551952.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -551977.437500 Penalty: 4257.158691
	Iteration 114Q: 3 clusters Score -551977.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -552000.250000 Penalty: 4257.158691
	Iteration 115Q: 3 clusters Score -552000.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -552024.500000 Penalty: 4257.158691
	Iteration 116Q: 3 clusters Score -552024.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -552046.750000 Penalty: 4257.158691
	Iteration 117Q: 3 clusters Score -552046.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -552062.937500 Penalty: 4257.158691
	Iteration 118Q: 3 clusters Score -552062.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -552081.125000 Penalty: 4257.158691
	Iteration 119Q: 3 clusters Score -552081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -552099.937500 Penalty: 4257.158691
	Iteration 120F: 3 clusters Score -552099.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -552114.687500 Penalty: 4257.158691
	Iteration 121Q: 3 clusters Score -552114.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -552131.562500 Penalty: 4257.158691
	Iteration 122Q: 3 clusters Score -552131.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -552144.250000 Penalty: 4257.158691
	Iteration 123Q: 3 clusters Score -552144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -552151.187500 Penalty: 4257.158691
	Iteration 124Q: 3 clusters Score -552151.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -552159.125000 Penalty: 4257.158691
	Iteration 125Q: 3 clusters Score -552159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -552167.187500 Penalty: 4257.158691
	Iteration 126Q: 3 clusters Score -552167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -552176.937500 Penalty: 4257.158691
	Iteration 127Q: 3 clusters Score -552176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -552184.437500 Penalty: 4257.158691
	Iteration 128Q: 3 clusters Score -552184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -552191.937500 Penalty: 4257.158691
	Iteration 129Q: 3 clusters Score -552191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -552201.937500 Penalty: 4257.158691
	Iteration 130Q: 3 clusters Score -552201.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -552208.875000 Penalty: 4257.158691
	Iteration 131Q: 3 clusters Score -552208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -552214.437500 Penalty: 4257.158691
	Iteration 132Q: 3 clusters Score -552214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -552223.562500 Penalty: 4257.158691
	Iteration 133Q: 3 clusters Score -552223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -552228.375000 Penalty: 4257.158691
	Iteration 134Q: 3 clusters Score -552228.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -552233.437500 Penalty: 4257.158691
	Iteration 135Q: 3 clusters Score -552233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -552239.625000 Penalty: 4257.158691
	Iteration 136Q: 3 clusters Score -552239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -552242.687500 Penalty: 4257.158691
	Iteration 137Q: 3 clusters Score -552242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -552243.750000 Penalty: 4257.158691
	Iteration 138Q: 3 clusters Score -552243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -552249.375000 Penalty: 4257.158691
	Iteration 139Q: 3 clusters Score -552249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -552255.250000 Penalty: 4257.158691
	Iteration 140F: 3 clusters Score -552255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -552257.750000 Penalty: 4257.158691
	Iteration 141Q: 3 clusters Score -552257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -552261.937500 Penalty: 4257.158691
	Iteration 142Q: 3 clusters Score -552261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -552264.812500 Penalty: 4257.158691
	Iteration 143Q: 3 clusters Score -552264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -552270.187500 Penalty: 4257.158691
	Iteration 144Q: 3 clusters Score -552270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -552273.750000 Penalty: 4257.158691
	Iteration 145Q: 3 clusters Score -552273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -552279.625000 Penalty: 4257.158691
	Iteration 146Q: 3 clusters Score -552279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -552281.375000 Penalty: 4257.158691
	Iteration 147Q: 3 clusters Score -552281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -552284.062500 Penalty: 4257.158691
	Iteration 148Q: 3 clusters Score -552284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -552284.312500 Penalty: 4257.158691
	Iteration 149Q: 3 clusters Score -552284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -552287.250000 Penalty: 4257.158691
	Iteration 150Q: 3 clusters Score -552287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -552287.687500 Penalty: 4257.158691
	Iteration 151Q: 3 clusters Score -552287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -552287.687500 Penalty: 4257.158691
	Iteration 152F: 3 clusters Score -552287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -227068.281250 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -227068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -224062.046875 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -224062 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -224715.906250 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -224715.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224911.078125 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -224911.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -225038.750000 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -225038.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -225113.703125 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -225113.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -225196.046875 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -225196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -225267.468750 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -225267.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -225342.187500 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -225342.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225395.421875 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -225395.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -225464.453125 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -225464.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -225556.156250 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -225556.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225651.796875 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -225651.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -225730.250000 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -225730.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -225814.593750 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -225814.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -225907.640625 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -225907.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -226005.656250 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -226005.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -226105.968750 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -226106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -226187.234375 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -226187.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -226243.546875 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -226243.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -226293.187500 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -226293.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -226328.062500 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -226328.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -226346.421875 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -226346.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -226354.484375 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -226354.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -226366.187500 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -226366.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -226381.078125 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -226381.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -226387.687500 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -226387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -226391.687500 Penalty: 3902.274170
	Iteration 26Q: 3 clusters Score -226391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -226394.421875 Penalty: 3902.274170
	Iteration 27Q: 3 clusters Score -226394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -226397.046875 Penalty: 3902.274170
	Iteration 28Q: 3 clusters Score -226397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -226400.906250 Penalty: 3902.274170
	Iteration 29Q: 3 clusters Score -226400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -226404.031250 Penalty: 3902.274170
	Iteration 30Q: 3 clusters Score -226404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -226407.484375 Penalty: 3902.274170
	Iteration 31Q: 3 clusters Score -226407.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -226409.937500 Penalty: 3902.274170
	Iteration 32Q: 3 clusters Score -226409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -226414.140625 Penalty: 3902.274170
	Iteration 33Q: 3 clusters Score -226414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -226417.750000 Penalty: 3902.274170
	Iteration 34Q: 3 clusters Score -226417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -226418.984375 Penalty: 3902.274170
	Iteration 35Q: 3 clusters Score -226419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -226420.062500 Penalty: 3902.274170
	Iteration 36Q: 3 clusters Score -226420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -226420.062500 Penalty: 3902.274170
	Iteration 37F: 3 clusters Score -226420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -415750.000000 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -415750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -411633.156250 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -411633.2 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -412619.031250 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -412619 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -412871.281250 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -412871.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -413040.375000 Penalty: 4161.460449
	Iteration 3F: 3 clusters Score -413040.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -413162.156250 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -413162.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -413255.312500 Penalty: 4161.460449
	Iteration 5Q: 3 clusters Score -413255.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -413333.562500 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -413333.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413407.125000 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -413407.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -413476.000000 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -413476 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -413534.718750 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -413534.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -413573.812500 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -413573.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -413610.125000 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -413610.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -413651.437500 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -413651.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -413695.593750 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -413695.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -413754.968750 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -413755 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -413821.343750 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -413821.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -413898.750000 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -413898.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -413977.656250 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -413977.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -414060.781250 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -414060.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -414165.000000 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -414165 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -414389.500000 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -414389.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -414675.968750 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -414676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -414830.687500 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -414830.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -414912.031250 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -414912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -414953.218750 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -414953.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -414982.906250 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -414982.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -415010.000000 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -415010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -415025.562500 Penalty: 4161.460449
	Iteration 27Q: 3 clusters Score -415025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -415037.562500 Penalty: 4161.460449
	Iteration 28Q: 3 clusters Score -415037.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -415045.656250 Penalty: 4161.460449
	Iteration 29Q: 3 clusters Score -415045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -415049.625000 Penalty: 4161.460449
	Iteration 30Q: 3 clusters Score -415049.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -415057.750000 Penalty: 4161.460449
	Iteration 31Q: 3 clusters Score -415057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -415061.156250 Penalty: 4161.460449
	Iteration 32Q: 3 clusters Score -415061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -415063.968750 Penalty: 4161.460449
	Iteration 33Q: 3 clusters Score -415064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -415064.093750 Penalty: 4161.460449
	Iteration 34Q: 3 clusters Score -415064.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -415064.937500 Penalty: 4161.460449
	Iteration 35Q: 3 clusters Score -415064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -415066.156250 Penalty: 4161.460449
	Iteration 36Q: 3 clusters Score -415066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -415067.250000 Penalty: 4161.460449
	Iteration 37Q: 3 clusters Score -415067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -415067.875000 Penalty: 4161.460449
	Iteration 38Q: 3 clusters Score -415067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -415069.531250 Penalty: 4161.460449
	Iteration 39F: 3 clusters Score -415069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -415072.906250 Penalty: 4161.460449
	Iteration 40F: 3 clusters Score -415072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -415080.218750 Penalty: 4161.460449
	Iteration 41Q: 3 clusters Score -415080.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -415090.281250 Penalty: 4161.460449
	Iteration 42Q: 3 clusters Score -415090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -415095.250000 Penalty: 4161.460449
	Iteration 43Q: 3 clusters Score -415095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -415096.875000 Penalty: 4161.460449
	Iteration 44Q: 3 clusters Score -415096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -415098.625000 Penalty: 4161.460449
	Iteration 45Q: 3 clusters Score -415098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415100.656250 Penalty: 4161.460449
	Iteration 46Q: 3 clusters Score -415100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415100.937500 Penalty: 4161.460449
	Iteration 47Q: 3 clusters Score -415100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415102.343750 Penalty: 4161.460449
	Iteration 48Q: 3 clusters Score -415102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415102.281250 Penalty: 4161.460449
	Iteration 49Q: 3 clusters Score -415102.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -415102.281250 Penalty: 4161.460449
	Iteration 50F: 3 clusters Score -415102.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -209990.937500 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -209990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -206817.375000 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -206817.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -207526.656250 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -207526.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -207771.062500 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -207771.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -207949.609375 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -207949.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -208097.375000 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -208097.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -208221.890625 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -208221.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -208319.187500 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -208319.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -208414.453125 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -208414.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -208481.578125 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -208481.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -208532.281250 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -208532.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -208573.500000 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -208573.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -208607.156250 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -208607.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -208624.437500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -208624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -208638.500000 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -208638.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -208660.562500 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -208660.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -208678.953125 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -208679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -208691.687500 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -208691.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -208700.531250 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -208700.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -208710.000000 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -208710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -208717.968750 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -208718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -208726.468750 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -208726.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -208734.281250 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -208734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -208741.156250 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -208741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -208747.109375 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -208747.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -208752.328125 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -208752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -208757.140625 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -208757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -208762.765625 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -208762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -208765.640625 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -208765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -208767.343750 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -208767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -208767.890625 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -208767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -208767.890625 Penalty: 3948.839600
	Iteration 30F: 3 clusters Score -208767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Entering Unmasked Estep 
Score: -537880.125000 Penalty: 2143.712402
	Iteration 0F: 2 clusters Score -537880.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -532986.062500 Penalty: 4287.424805
	Iteration 0F: 3 clusters Score -532986.1 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -534221.875000 Penalty: 4287.424805
	Iteration 1F: 3 clusters Score -534221.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -534535.437500 Penalty: 4287.424805
	Iteration 2F: 3 clusters Score -534535.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -534782.312500 Penalty: 4287.424805
	Iteration 3F: 3 clusters Score -534782.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -535001.250000 Penalty: 4287.424805
	Iteration 4Q: 3 clusters Score -535001.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -535208.437500 Penalty: 4287.424805
	Iteration 5F: 3 clusters Score -535208.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -535354.000000 Penalty: 4287.424805
	Iteration 6Q: 3 clusters Score -535354 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -535487.062500 Penalty: 4287.424805
	Iteration 7Q: 3 clusters Score -535487.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -535654.625000 Penalty: 4287.424805
	Iteration 8Q: 3 clusters Score -535654.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -535826.625000 Penalty: 4287.424805
	Iteration 9Q: 3 clusters Score -535826.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -535992.875000 Penalty: 4287.424805
	Iteration 10Q: 3 clusters Score -535992.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -536145.812500 Penalty: 4287.424805
	Iteration 11Q: 3 clusters Score -536145.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -536288.437500 Penalty: 4287.424805
	Iteration 12Q: 3 clusters Score -536288.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -536442.875000 Penalty: 4287.424805
	Iteration 13Q: 3 clusters Score -536442.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -536576.625000 Penalty: 4287.424805
	Iteration 14Q: 3 clusters Score -536576.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -536675.875000 Penalty: 4287.424805
	Iteration 15Q: 3 clusters Score -536675.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -536751.062500 Penalty: 4287.424805
	Iteration 16Q: 3 clusters Score -536751.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -536812.000000 Penalty: 4287.424805
	Iteration 17Q: 3 clusters Score -536812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -536853.000000 Penalty: 4287.424805
	Iteration 18Q: 3 clusters Score -536853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -536884.125000 Penalty: 4287.424805
	Iteration 19Q: 3 clusters Score -536884.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -536909.625000 Penalty: 4287.424805
	Iteration 20F: 3 clusters Score -536909.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -536935.687500 Penalty: 4287.424805
	Iteration 21Q: 3 clusters Score -536935.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -536956.562500 Penalty: 4287.424805
	Iteration 22Q: 3 clusters Score -536956.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -536971.625000 Penalty: 4287.424805
	Iteration 23Q: 3 clusters Score -536971.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -536990.250000 Penalty: 4287.424805
	Iteration 24Q: 3 clusters Score -536990.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -537004.000000 Penalty: 4287.424805
	Iteration 25Q: 3 clusters Score -537004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -537014.750000 Penalty: 4287.424805
	Iteration 26Q: 3 clusters Score -537014.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -537019.625000 Penalty: 4287.424805
	Iteration 27Q: 3 clusters Score -537019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -537024.875000 Penalty: 4287.424805
	Iteration 28Q: 3 clusters Score -537024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -537027.250000 Penalty: 4287.424805
	Iteration 29Q: 3 clusters Score -537027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -537029.812500 Penalty: 4287.424805
	Iteration 30Q: 3 clusters Score -537029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -537031.250000 Penalty: 4287.424805
	Iteration 31Q: 3 clusters Score -537031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -537032.375000 Penalty: 4287.424805
	Iteration 32Q: 3 clusters Score -537032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -537033.625000 Penalty: 4287.424805
	Iteration 33Q: 3 clusters Score -537033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -537035.812500 Penalty: 4287.424805
	Iteration 34Q: 3 clusters Score -537035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -537035.812500 Penalty: 4287.424805
	Iteration 35F: 3 clusters Score -537035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -544858.062500 Penalty: 2206.455566
	Iteration 0F: 2 clusters Score -544858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -539001.750000 Penalty: 4412.911133
	Iteration 0F: 3 clusters Score -539001.8 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -540855.125000 Penalty: 4412.911133
	Iteration 1F: 3 clusters Score -540855.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -541448.750000 Penalty: 4412.911133
	Iteration 2F: 3 clusters Score -541448.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -542067.750000 Penalty: 4412.911133
	Iteration 3F: 3 clusters Score -542067.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -542669.125000 Penalty: 4412.911133
	Iteration 4F: 3 clusters Score -542669.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -543145.250000 Penalty: 4412.911133
	Iteration 5F: 3 clusters Score -543145.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -543509.687500 Penalty: 4412.911133
	Iteration 6F: 3 clusters Score -543509.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -543740.125000 Penalty: 4412.911133
	Iteration 7Q: 3 clusters Score -543740.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -543972.500000 Penalty: 4412.911133
	Iteration 8Q: 3 clusters Score -543972.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -544119.375000 Penalty: 4412.911133
	Iteration 9Q: 3 clusters Score -544119.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -544199.062500 Penalty: 4412.911133
	Iteration 10Q: 3 clusters Score -544199.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -544264.312500 Penalty: 4412.911133
	Iteration 11Q: 3 clusters Score -544264.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -544326.750000 Penalty: 4412.911133
	Iteration 12Q: 3 clusters Score -544326.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -544392.000000 Penalty: 4412.911133
	Iteration 13Q: 3 clusters Score -544392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -544464.625000 Penalty: 4412.911133
	Iteration 14Q: 3 clusters Score -544464.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -544552.812500 Penalty: 4412.911133
	Iteration 15Q: 3 clusters Score -544552.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -544631.437500 Penalty: 4412.911133
	Iteration 16Q: 3 clusters Score -544631.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -544699.375000 Penalty: 4412.911133
	Iteration 17Q: 3 clusters Score -544699.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -544761.250000 Penalty: 4412.911133
	Iteration 18Q: 3 clusters Score -544761.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -544815.187500 Penalty: 4412.911133
	Iteration 19Q: 3 clusters Score -544815.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -544887.750000 Penalty: 4412.911133
	Iteration 20F: 3 clusters Score -544887.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -544981.250000 Penalty: 4412.911133
	Iteration 21Q: 3 clusters Score -544981.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -545083.250000 Penalty: 4412.911133
	Iteration 22Q: 3 clusters Score -545083.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -545137.875000 Penalty: 4412.911133
	Iteration 23Q: 3 clusters Score -545137.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -545165.500000 Penalty: 4412.911133
	Iteration 24Q: 3 clusters Score -545165.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -545178.375000 Penalty: 4412.911133
	Iteration 25Q: 3 clusters Score -545178.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -545183.187500 Penalty: 4412.911133
	Iteration 26Q: 3 clusters Score -545183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -545188.875000 Penalty: 4412.911133
	Iteration 27Q: 3 clusters Score -545188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -545190.750000 Penalty: 4412.911133
	Iteration 28Q: 3 clusters Score -545190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -545189.625000 Penalty: 4412.911133
	Iteration 29Q: 3 clusters Score -545189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -545190.875000 Penalty: 4412.911133
	Iteration 30Q: 3 clusters Score -545190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -545190.875000 Penalty: 4412.911133
	Iteration 31F: 3 clusters Score -545190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 2889 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3870 members 
Mstep: Class 70 contains 5247 members 
Mstep: Class 71 contains 4421 members 
Entering Unmasked Estep 
Score: -150790496.000000 Penalty: 253409.765625
Splitting cluster 61 changes total score from -150790608.000000 to -150790496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -212017.765625 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -212017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -208902.046875 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -208902 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -209519.671875 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -209519.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -209682.625000 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -209682.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -209793.640625 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -209793.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -209873.046875 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -209873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -209960.218750 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -209960.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -210051.718750 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -210051.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -210123.015625 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -210123 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -210184.484375 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -210184.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -210254.109375 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -210254.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -210336.843750 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -210336.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -210448.468750 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -210448.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210540.062500 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -210540.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -210627.156250 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -210627.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -210710.218750 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -210710.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210769.015625 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -210769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -210807.953125 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -210808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210844.078125 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -210844.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -210886.984375 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -210887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -210928.718750 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -210928.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -210962.781250 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -210962.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -210983.953125 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -210984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -210998.093750 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -210998.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -211010.796875 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -211010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -211022.750000 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -211022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -211029.046875 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -211029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -211032.171875 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -211032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -211036.031250 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -211036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -211039.437500 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -211039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -211039.406250 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -211039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -211040.265625 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -211040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -211040.812500 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -211040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -211040.812500 Penalty: 3926.012695
	Iteration 32F: 3 clusters Score -211040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -73713.414062 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -73713.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -71646.085938 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -71646.09 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72246.554688 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -72246.55 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -72515.578125 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -72515.58 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72665.226562 Penalty: 3542.842529
	Iteration 3F: 3 clusters Score -72665.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -72747.632812 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -72747.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72826.851562 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -72826.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -72869.648438 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -72869.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -72916.171875 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -72916.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -72947.046875 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -72947.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -72970.625000 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -72970.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -72985.515625 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -72985.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72990.054688 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -72990.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72991.914062 Penalty: 3542.842529
	Iteration 12Q: 3 clusters Score -72991.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -72993.976562 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -72993.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72994.484375 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -72994.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72994.484375 Penalty: 3542.842529
	Iteration 15F: 3 clusters Score -72994.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -185831.062500 Penalty: 1922.579102
	Iteration 0F: 2 clusters Score -185831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -183004.156250 Penalty: 3845.158203
	Iteration 0F: 3 clusters Score -183004.2 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -183513.890625 Penalty: 3845.158203
	Iteration 1F: 3 clusters Score -183513.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -183647.906250 Penalty: 3845.158203
	Iteration 2F: 3 clusters Score -183647.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -183713.718750 Penalty: 3845.158203
	Iteration 3Q: 3 clusters Score -183713.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -183758.078125 Penalty: 3845.158203
	Iteration 4Q: 3 clusters Score -183758.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -183785.843750 Penalty: 3845.158203
	Iteration 5Q: 3 clusters Score -183785.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -183804.640625 Penalty: 3845.158203
	Iteration 6Q: 3 clusters Score -183804.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -183813.984375 Penalty: 3845.158203
	Iteration 7Q: 3 clusters Score -183814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -183819.406250 Penalty: 3845.158203
	Iteration 8Q: 3 clusters Score -183819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -183822.859375 Penalty: 3845.158203
	Iteration 9Q: 3 clusters Score -183822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183824.703125 Penalty: 3845.158203
	Iteration 10Q: 3 clusters Score -183824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -183826.453125 Penalty: 3845.158203
	Iteration 11Q: 3 clusters Score -183826.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183826.796875 Penalty: 3845.158203
	Iteration 12Q: 3 clusters Score -183826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -183826.796875 Penalty: 3845.158203
	Iteration 13F: 3 clusters Score -183826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -366285.281250 Penalty: 2055.244629
	Iteration 0F: 2 clusters Score -366285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -362430.125000 Penalty: 4110.489258
	Iteration 0F: 3 clusters Score -362430.1 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -363291.718750 Penalty: 4110.489258
	Iteration 1F: 3 clusters Score -363291.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -363480.875000 Penalty: 4110.489258
	Iteration 2F: 3 clusters Score -363480.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -363577.093750 Penalty: 4110.489258
	Iteration 3Q: 3 clusters Score -363577.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -363620.312500 Penalty: 4110.489258
	Iteration 4Q: 3 clusters Score -363620.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -363660.343750 Penalty: 4110.489258
	Iteration 5Q: 3 clusters Score -363660.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -363705.218750 Penalty: 4110.489258
	Iteration 6Q: 3 clusters Score -363705.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -363745.062500 Penalty: 4110.489258
	Iteration 7Q: 3 clusters Score -363745.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -363775.031250 Penalty: 4110.489258
	Iteration 8Q: 3 clusters Score -363775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -363801.781250 Penalty: 4110.489258
	Iteration 9Q: 3 clusters Score -363801.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -363834.343750 Penalty: 4110.489258
	Iteration 10Q: 3 clusters Score -363834.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -363865.031250 Penalty: 4110.489258
	Iteration 11Q: 3 clusters Score -363865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -363896.281250 Penalty: 4110.489258
	Iteration 12Q: 3 clusters Score -363896.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -363928.281250 Penalty: 4110.489258
	Iteration 13Q: 3 clusters Score -363928.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -363952.156250 Penalty: 4110.489258
	Iteration 14Q: 3 clusters Score -363952.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -363973.625000 Penalty: 4110.489258
	Iteration 15Q: 3 clusters Score -363973.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -363991.656250 Penalty: 4110.489258
	Iteration 16Q: 3 clusters Score -363991.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -364003.843750 Penalty: 4110.489258
	Iteration 17Q: 3 clusters Score -364003.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -364013.281250 Penalty: 4110.489258
	Iteration 18Q: 3 clusters Score -364013.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -364020.093750 Penalty: 4110.489258
	Iteration 19Q: 3 clusters Score -364020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -364026.781250 Penalty: 4110.489258
	Iteration 20F: 3 clusters Score -364026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -364031.187500 Penalty: 4110.489258
	Iteration 21Q: 3 clusters Score -364031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -364033.687500 Penalty: 4110.489258
	Iteration 22Q: 3 clusters Score -364033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -364036.312500 Penalty: 4110.489258
	Iteration 23Q: 3 clusters Score -364036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -364038.125000 Penalty: 4110.489258
	Iteration 24Q: 3 clusters Score -364038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -364039.750000 Penalty: 4110.489258
	Iteration 25Q: 3 clusters Score -364039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -364040.687500 Penalty: 4110.489258
	Iteration 26Q: 3 clusters Score -364040.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -364044.687500 Penalty: 4110.489258
	Iteration 27Q: 3 clusters Score -364044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -364046.437500 Penalty: 4110.489258
	Iteration 28Q: 3 clusters Score -364046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -364049.093750 Penalty: 4110.489258
	Iteration 29Q: 3 clusters Score -364049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -364052.625000 Penalty: 4110.489258
	Iteration 30Q: 3 clusters Score -364052.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -364056.468750 Penalty: 4110.489258
	Iteration 31Q: 3 clusters Score -364056.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -364062.343750 Penalty: 4110.489258
	Iteration 32Q: 3 clusters Score -364062.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -364071.718750 Penalty: 4110.489258
	Iteration 33Q: 3 clusters Score -364071.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -364083.156250 Penalty: 4110.489258
	Iteration 34Q: 3 clusters Score -364083.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -364093.906250 Penalty: 4110.489258
	Iteration 35Q: 3 clusters Score -364093.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -364103.187500 Penalty: 4110.489258
	Iteration 36Q: 3 clusters Score -364103.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -364113.781250 Penalty: 4110.489258
	Iteration 37Q: 3 clusters Score -364113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -364122.437500 Penalty: 4110.489258
	Iteration 38Q: 3 clusters Score -364122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -364130.031250 Penalty: 4110.489258
	Iteration 39Q: 3 clusters Score -364130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -364135.375000 Penalty: 4110.489258
	Iteration 40F: 3 clusters Score -364135.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -364139.375000 Penalty: 4110.489258
	Iteration 41Q: 3 clusters Score -364139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -364144.468750 Penalty: 4110.489258
	Iteration 42Q: 3 clusters Score -364144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -364146.656250 Penalty: 4110.489258
	Iteration 43Q: 3 clusters Score -364146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -364148.187500 Penalty: 4110.489258
	Iteration 44Q: 3 clusters Score -364148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -364149.875000 Penalty: 4110.489258
	Iteration 45Q: 3 clusters Score -364149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -364153.500000 Penalty: 4110.489258
	Iteration 46Q: 3 clusters Score -364153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -364157.781250 Penalty: 4110.489258
	Iteration 47Q: 3 clusters Score -364157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -364159.875000 Penalty: 4110.489258
	Iteration 48Q: 3 clusters Score -364159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -364161.156250 Penalty: 4110.489258
	Iteration 49Q: 3 clusters Score -364161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -364163.531250 Penalty: 4110.489258
	Iteration 50Q: 3 clusters Score -364163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -364163.375000 Penalty: 4110.489258
	Iteration 51Q: 3 clusters Score -364163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -364164.656250 Penalty: 4110.489258
	Iteration 52Q: 3 clusters Score -364164.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -364166.562500 Penalty: 4110.489258
	Iteration 53Q: 3 clusters Score -364166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -364166.375000 Penalty: 4110.489258
	Iteration 54Q: 3 clusters Score -364166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -364167.437500 Penalty: 4110.489258
	Iteration 55Q: 3 clusters Score -364167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -364168.531250 Penalty: 4110.489258
	Iteration 56Q: 3 clusters Score -364168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -364169.187500 Penalty: 4110.489258
	Iteration 57Q: 3 clusters Score -364169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -364170.437500 Penalty: 4110.489258
	Iteration 58Q: 3 clusters Score -364170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -364170.406250 Penalty: 4110.489258
	Iteration 59Q: 3 clusters Score -364170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -364170.406250 Penalty: 4110.489258
	Iteration 60F: 3 clusters Score -364170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -601621.187500 Penalty: 2210.593750
	Iteration 0F: 2 clusters Score -601621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -595615.062500 Penalty: 4421.187500
	Iteration 0F: 3 clusters Score -595615.1 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -597254.375000 Penalty: 4421.187500
	Iteration 1F: 3 clusters Score -597254.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -597558.187500 Penalty: 4421.187500
	Iteration 2F: 3 clusters Score -597558.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -597820.750000 Penalty: 4421.187500
	Iteration 3F: 3 clusters Score -597820.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -598097.062500 Penalty: 4421.187500
	Iteration 4F: 3 clusters Score -598097.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -598411.562500 Penalty: 4421.187500
	Iteration 5F: 3 clusters Score -598411.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -598787.500000 Penalty: 4421.187500
	Iteration 6F: 3 clusters Score -598787.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -599123.625000 Penalty: 4421.187500
	Iteration 7F: 3 clusters Score -599123.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -599371.187500 Penalty: 4421.187500
	Iteration 8Q: 3 clusters Score -599371.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -599533.562500 Penalty: 4421.187500
	Iteration 9Q: 3 clusters Score -599533.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -599635.125000 Penalty: 4421.187500
	Iteration 10Q: 3 clusters Score -599635.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -599696.875000 Penalty: 4421.187500
	Iteration 11Q: 3 clusters Score -599696.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -599739.625000 Penalty: 4421.187500
	Iteration 12Q: 3 clusters Score -599739.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -599764.500000 Penalty: 4421.187500
	Iteration 13Q: 3 clusters Score -599764.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -599780.812500 Penalty: 4421.187500
	Iteration 14Q: 3 clusters Score -599780.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -599799.250000 Penalty: 4421.187500
	Iteration 15Q: 3 clusters Score -599799.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -599811.000000 Penalty: 4421.187500
	Iteration 16Q: 3 clusters Score -599811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -599819.312500 Penalty: 4421.187500
	Iteration 17Q: 3 clusters Score -599819.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -599826.500000 Penalty: 4421.187500
	Iteration 18Q: 3 clusters Score -599826.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -599834.687500 Penalty: 4421.187500
	Iteration 19Q: 3 clusters Score -599834.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -599841.062500 Penalty: 4421.187500
	Iteration 20F: 3 clusters Score -599841.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -599845.500000 Penalty: 4421.187500
	Iteration 21Q: 3 clusters Score -599845.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -599847.625000 Penalty: 4421.187500
	Iteration 22Q: 3 clusters Score -599847.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -599850.187500 Penalty: 4421.187500
	Iteration 23Q: 3 clusters Score -599850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -599851.937500 Penalty: 4421.187500
	Iteration 24Q: 3 clusters Score -599851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -599853.500000 Penalty: 4421.187500
	Iteration 25Q: 3 clusters Score -599853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -599854.750000 Penalty: 4421.187500
	Iteration 26Q: 3 clusters Score -599854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -599854.500000 Penalty: 4421.187500
	Iteration 27Q: 3 clusters Score -599854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -599854.500000 Penalty: 4421.187500
	Iteration 28F: 3 clusters Score -599854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -145432.375000 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -145432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -143171.625000 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -143171.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143701.156250 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -143701.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -143976.671875 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -143976.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144215.750000 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -144215.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144444.375000 Penalty: 3637.503418
	Iteration 4F: 3 clusters Score -144444.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144577.328125 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -144577.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144649.750000 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -144649.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144706.453125 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -144706.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -144743.484375 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -144743.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144763.843750 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -144763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144776.937500 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -144776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144786.218750 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -144786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -144793.765625 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -144793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -144807.296875 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -144807.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -144830.531250 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -144830.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -144843.828125 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -144843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -144859.250000 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -144859.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -144878.140625 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -144878.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -144889.593750 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -144889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -144899.937500 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -144899.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -144919.125000 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -144919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144931.781250 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -144931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -144943.671875 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -144943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144951.859375 Penalty: 3637.503418
	Iteration 23Q: 3 clusters Score -144951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144952.718750 Penalty: 3637.503418
	Iteration 24Q: 3 clusters Score -144952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144955.765625 Penalty: 3637.503418
	Iteration 25Q: 3 clusters Score -144955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -144955.953125 Penalty: 3637.503418
	Iteration 26Q: 3 clusters Score -144956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -144955.953125 Penalty: 3637.503418
	Iteration 27F: 3 clusters Score -144956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -158613.406250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -158613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -155831.937500 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -155831.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -156304.328125 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -156304.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -156486.890625 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -156486.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -156640.750000 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -156640.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -156816.734375 Penalty: 3809.137939
	Iteration 4F: 3 clusters Score -156816.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -156928.296875 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -156928.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -156996.625000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -156996.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -157031.937500 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -157031.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -157057.953125 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -157058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -157084.812500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -157084.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -157108.406250 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -157108.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -157130.062500 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -157130.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -157145.843750 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -157145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -157150.046875 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -157150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -157153.515625 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -157153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -157155.953125 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -157156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -157156.984375 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -157157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -157159.921875 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -157159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -157165.578125 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -157165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -157170.437500 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -157170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -157174.500000 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -157174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -157179.390625 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -157179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -157192.171875 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -157192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -157198.562500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -157198.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -157201.609375 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -157201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -157201.500000 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -157201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -157201.500000 Penalty: 3809.137939
	Iteration 26F: 3 clusters Score -157201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163317 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 125253 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123400 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14047 members 
Mstep: Class 28 contains 33583 members 
Mstep: Class 29 contains 53638 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6799 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138547 members 
Mstep: Class 45 contains 107246 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4230 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2170 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2611 members 
Mstep: Class 58 contains 4403 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5676 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2327 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7433 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792608.000000 Penalty: 249840.625000
Iteration 199Q: 71 clusters Score -1.507926e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122868 members 
Mstep: Class 6 contains 163316 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19302 members 
Mstep: Class 11 contains 125256 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123544 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87050 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18951 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14073 members 
Mstep: Class 28 contains 33581 members 
Mstep: Class 29 contains 53637 members 
Mstep: Class 30 contains 1793 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 6072 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109902 members 
Mstep: Class 37 contains 4016 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6801 members 
Mstep: Class 41 contains 1111 members 
Mstep: Class 42 contains 1758 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138695 members 
Mstep: Class 45 contains 107274 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4239 members 
Mstep: Class 48 contains 5128 members 
Mstep: Class 49 contains 2163 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9294 members 
Mstep: Class 56 contains 5341 members 
Mstep: Class 57 contains 2654 members 
Mstep: Class 58 contains 4406 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5683 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2340 members 
Mstep: Class 65 contains 3973 members 
Mstep: Class 66 contains 7430 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3843 members 
Mstep: Class 70 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793344.000000 Penalty: 249840.625000
Iteration 200F: 71 clusters Score -1.507933e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122867 members 
Mstep: Class 6 contains 163315 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19294 members 
Mstep: Class 11 contains 125259 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123554 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87011 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17541 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18947 members 
Mstep: Class 25 contains 14513 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 33580 members 
Mstep: Class 29 contains 53636 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5983 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109891 members 
Mstep: Class 37 contains 3999 members 
Mstep: Class 38 contains 2200 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6810 members 
Mstep: Class 41 contains 1104 members 
Mstep: Class 42 contains 1758 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138607 members 
Mstep: Class 45 contains 107271 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4243 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2158 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9297 members 
Mstep: Class 56 contains 5340 members 
Mstep: Class 57 contains 2650 members 
Mstep: Class 58 contains 4407 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5671 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2342 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793888.000000 Penalty: 249840.625000
Iteration 201Q: 71 clusters Score -1.507939e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122867 members 
Mstep: Class 6 contains 163314 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19289 members 
Mstep: Class 11 contains 125261 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3832 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123566 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86997 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17544 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14511 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14052 members 
Mstep: Class 28 contains 33578 members 
Mstep: Class 29 contains 53635 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109894 members 
Mstep: Class 37 contains 4000 members 
Mstep: Class 38 contains 2201 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6828 members 
Mstep: Class 41 contains 1103 members 
Mstep: Class 42 contains 1758 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138554 members 
Mstep: Class 45 contains 107277 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2156 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9289 members 
Mstep: Class 56 contains 5344 members 
Mstep: Class 57 contains 2651 members 
Mstep: Class 58 contains 4407 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5680 members 
Mstep: Class 61 contains 7310 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 202Q: 71 clusters Score -1.507942e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122865 members 
Mstep: Class 6 contains 163314 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38202 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19300 members 
Mstep: Class 11 contains 125263 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3831 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123610 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86985 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17547 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18948 members 
Mstep: Class 25 contains 14509 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14040 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53632 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5864 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109893 members 
Mstep: Class 37 contains 4010 members 
Mstep: Class 38 contains 2204 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6839 members 
Mstep: Class 41 contains 1101 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138490 members 
Mstep: Class 45 contains 107291 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9284 members 
Mstep: Class 56 contains 5345 members 
Mstep: Class 57 contains 2661 members 
Mstep: Class 58 contains 4407 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5684 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3972 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794416.000000 Penalty: 249840.625000
Iteration 203Q: 71 clusters Score -1.507944e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163313 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19316 members 
Mstep: Class 11 contains 125265 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123640 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86990 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17549 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18951 members 
Mstep: Class 25 contains 14506 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14034 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53629 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5812 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109895 members 
Mstep: Class 37 contains 4023 members 
Mstep: Class 38 contains 2206 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6849 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138453 members 
Mstep: Class 45 contains 107290 members 
Mstep: Class 46 contains 4993 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9278 members 
Mstep: Class 56 contains 5348 members 
Mstep: Class 57 contains 2665 members 
Mstep: Class 58 contains 4407 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5688 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794336.000000 Penalty: 249840.625000
Iteration 204Q: 71 clusters Score -1.507943e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163313 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19328 members 
Mstep: Class 11 contains 125268 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123662 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86983 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17552 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14034 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53624 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5787 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109903 members 
Mstep: Class 37 contains 4027 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6860 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138408 members 
Mstep: Class 45 contains 107292 members 
Mstep: Class 46 contains 4994 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9272 members 
Mstep: Class 56 contains 5351 members 
Mstep: Class 57 contains 2671 members 
Mstep: Class 58 contains 4406 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794192.000000 Penalty: 249840.625000
Iteration 205Q: 71 clusters Score -1.507942e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163313 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19339 members 
Mstep: Class 11 contains 125270 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123678 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86975 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17554 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18951 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14024 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53622 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5762 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109900 members 
Mstep: Class 37 contains 4024 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6873 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138387 members 
Mstep: Class 45 contains 107301 members 
Mstep: Class 46 contains 4996 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9265 members 
Mstep: Class 56 contains 5353 members 
Mstep: Class 57 contains 2677 members 
Mstep: Class 58 contains 4406 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5702 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 206Q: 71 clusters Score -1.507942e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163312 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19352 members 
Mstep: Class 11 contains 125274 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123688 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86985 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17554 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14498 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14018 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53617 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5745 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109908 members 
Mstep: Class 37 contains 4026 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6883 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138363 members 
Mstep: Class 45 contains 107289 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9262 members 
Mstep: Class 56 contains 5355 members 
Mstep: Class 57 contains 2684 members 
Mstep: Class 58 contains 4406 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5706 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 249840.625000
Iteration 207Q: 71 clusters Score -1.507941e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163311 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19352 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123688 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86975 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17554 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14498 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14017 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53616 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5729 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109910 members 
Mstep: Class 37 contains 4025 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6893 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138350 members 
Mstep: Class 45 contains 107308 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1687 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9255 members 
Mstep: Class 56 contains 5353 members 
Mstep: Class 57 contains 2692 members 
Mstep: Class 58 contains 4406 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5714 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794144.000000 Penalty: 249840.625000
Iteration 208Q: 71 clusters Score -1.507941e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163310 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19345 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123696 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86972 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17554 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 14498 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14016 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53616 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5720 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109905 members 
Mstep: Class 37 contains 4028 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 6904 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138329 members 
Mstep: Class 45 contains 107322 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1688 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9249 members 
Mstep: Class 56 contains 5359 members 
Mstep: Class 57 contains 2694 members 
Mstep: Class 58 contains 4406 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5717 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794096.000000 Penalty: 249840.625000
Iteration 209Q: 71 clusters Score -1.507941e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163310 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19336 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123703 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86976 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17554 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18950 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14014 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53616 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5712 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109898 members 
Mstep: Class 37 contains 4029 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6918 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138317 members 
Mstep: Class 45 contains 107329 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9243 members 
Mstep: Class 56 contains 5358 members 
Mstep: Class 57 contains 2699 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5720 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794064.000000 Penalty: 249840.625000
Iteration 210Q: 71 clusters Score -1.507941e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163310 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19335 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123716 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86968 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17554 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18949 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14014 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53616 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5703 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109888 members 
Mstep: Class 37 contains 4031 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6926 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138309 members 
Mstep: Class 45 contains 107337 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9240 members 
Mstep: Class 56 contains 5359 members 
Mstep: Class 57 contains 2704 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5721 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 249840.625000
Iteration 211Q: 71 clusters Score -1.50794e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163309 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19336 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123734 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86967 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17555 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18947 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14015 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53616 members 
Mstep: Class 30 contains 1798 members 
Mstep: Class 31 contains 17748 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5698 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109876 members 
Mstep: Class 37 contains 4034 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6932 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138297 members 
Mstep: Class 45 contains 107340 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
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Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9237 members 
Mstep: Class 56 contains 5358 members 
Mstep: Class 57 contains 2707 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5722 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 212Q: 71 clusters Score -1.50794e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163308 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19327 members 
Mstep: Class 11 contains 125278 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 545 members 
Mstep: Class 17 contains 123752 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86964 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17555 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18945 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14014 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53616 members 
Mstep: Class 30 contains 1799 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5688 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109877 members 
Mstep: Class 37 contains 4037 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6943 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138302 members 
Mstep: Class 45 contains 107330 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13108 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9233 members 
Mstep: Class 56 contains 5353 members 
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Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5725 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1265 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794048.000000 Penalty: 249840.625000
Iteration 213Q: 71 clusters Score -1.50794e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163307 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 38206 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19324 members 
Mstep: Class 11 contains 125280 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123762 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86972 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17556 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18940 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14018 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53615 members 
Mstep: Class 30 contains 1801 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5676 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109877 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6948 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138294 members 
Mstep: Class 45 contains 107322 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13107 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9228 members 
Mstep: Class 56 contains 5352 members 
Mstep: Class 57 contains 2711 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5728 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 249840.625000
Iteration 214Q: 71 clusters Score -1.507941e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163305 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19319 members 
Mstep: Class 11 contains 125280 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123773 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86982 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17557 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18944 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14019 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53614 members 
Mstep: Class 30 contains 1802 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5674 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109872 members 
Mstep: Class 37 contains 4039 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6955 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138271 members 
Mstep: Class 45 contains 107325 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5127 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9225 members 
Mstep: Class 56 contains 5352 members 
Mstep: Class 57 contains 2711 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5731 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794128.000000 Penalty: 249840.625000
Iteration 215Q: 71 clusters Score -1.507941e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163302 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19313 members 
Mstep: Class 11 contains 125282 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123781 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86990 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18947 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14019 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53611 members 
Mstep: Class 30 contains 1803 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5673 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109867 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6963 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138250 members 
Mstep: Class 45 contains 107330 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5126 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8416 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9224 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2711 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5732 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794224.000000 Penalty: 249840.625000
Iteration 216Q: 71 clusters Score -1.507942e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122864 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19309 members 
Mstep: Class 11 contains 125279 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123789 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86993 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18946 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14018 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53611 members 
Mstep: Class 30 contains 1806 members 
Mstep: Class 31 contains 17749 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5670 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109863 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6967 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138235 members 
Mstep: Class 45 contains 107342 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8415 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9223 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2711 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5733 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794192.000000 Penalty: 249840.625000
Iteration 217Q: 71 clusters Score -1.507942e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122863 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19308 members 
Mstep: Class 11 contains 125279 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123786 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 86998 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18943 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21735 members 
Mstep: Class 27 contains 14018 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1809 members 
Mstep: Class 31 contains 17750 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5669 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109861 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2207 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6974 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138227 members 
Mstep: Class 45 contains 107345 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9223 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2711 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5733 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794176.000000 Penalty: 249840.625000
Iteration 218Q: 71 clusters Score -1.507942e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122862 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19305 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123777 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87013 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14017 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1810 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5668 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109864 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6979 members 
Mstep: Class 41 contains 1099 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138218 members 
Mstep: Class 45 contains 107344 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 249840.625000
Iteration 219Q: 71 clusters Score -1.507941e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122862 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19300 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123781 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87023 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18940 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14017 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1812 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5666 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109861 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138213 members 
Mstep: Class 45 contains 107342 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 220F: 71 clusters Score -1.507942e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122862 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19300 members 
Mstep: Class 11 contains 125277 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123785 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87038 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18939 members 
Mstep: Class 25 contains 14500 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14017 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1813 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5666 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109864 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138207 members 
Mstep: Class 45 contains 107326 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794176.000000 Penalty: 249840.625000
Iteration 221Q: 71 clusters Score -1.507942e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19296 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123791 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87048 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14017 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5664 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109870 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138207 members 
Mstep: Class 45 contains 107310 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794144.000000 Penalty: 249840.625000
Iteration 222Q: 71 clusters Score -1.507941e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19294 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123797 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87062 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14016 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5664 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109874 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6981 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138201 members 
Mstep: Class 45 contains 107295 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4412 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794176.000000 Penalty: 249840.625000
Iteration 223Q: 71 clusters Score -1.507942e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19295 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123804 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87075 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14016 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109870 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6981 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138194 members 
Mstep: Class 45 contains 107288 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794224.000000 Penalty: 249840.625000
Iteration 224Q: 71 clusters Score -1.507942e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19291 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123810 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87085 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14015 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109861 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138190 members 
Mstep: Class 45 contains 107291 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5354 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 225Q: 71 clusters Score -1.507942e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19288 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87082 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14019 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109860 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138185 members 
Mstep: Class 45 contains 107291 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5356 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794240.000000 Penalty: 249840.625000
Iteration 226Q: 71 clusters Score -1.507942e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19287 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123815 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87089 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14022 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109857 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138176 members 
Mstep: Class 45 contains 107292 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5359 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794208.000000 Penalty: 249840.625000
Iteration 227Q: 71 clusters Score -1.507942e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19282 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123816 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87088 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14022 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109855 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6982 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138170 members 
Mstep: Class 45 contains 107302 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5362 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 228Q: 71 clusters Score -1.507942e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19279 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123821 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87081 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14022 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109841 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6986 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138167 members 
Mstep: Class 45 contains 107318 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5363 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794256.000000 Penalty: 249840.625000
Iteration 229Q: 71 clusters Score -1.507943e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19269 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87079 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14024 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109841 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6990 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138160 members 
Mstep: Class 45 contains 107324 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5364 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794304.000000 Penalty: 249840.625000
Iteration 230Q: 71 clusters Score -1.507943e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19265 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123828 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87075 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109839 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6992 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138155 members 
Mstep: Class 45 contains 107333 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5364 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794288.000000 Penalty: 249840.625000
Iteration 231Q: 71 clusters Score -1.507943e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19260 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123825 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87072 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109832 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6995 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138155 members 
Mstep: Class 45 contains 107347 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794224.000000 Penalty: 249840.625000
Iteration 232Q: 71 clusters Score -1.507942e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19255 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87070 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109832 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6997 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138154 members 
Mstep: Class 45 contains 107352 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 233Q: 71 clusters Score -1.507942e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19254 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123823 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87070 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14028 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109827 members 
Mstep: Class 37 contains 4041 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 6999 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138156 members 
Mstep: Class 45 contains 107357 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794176.000000 Penalty: 249840.625000
Iteration 234Q: 71 clusters Score -1.507942e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19250 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123824 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87072 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14030 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109822 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7003 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138154 members 
Mstep: Class 45 contains 107358 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4411 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794256.000000 Penalty: 249840.625000
Iteration 235Q: 71 clusters Score -1.507943e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19248 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123825 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87079 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109821 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7005 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138153 members 
Mstep: Class 45 contains 107352 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4410 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794208.000000 Penalty: 249840.625000
Iteration 236Q: 71 clusters Score -1.507942e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19246 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87096 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109819 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7007 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138157 members 
Mstep: Class 45 contains 107342 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794256.000000 Penalty: 249840.625000
Iteration 237Q: 71 clusters Score -1.507943e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19244 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123814 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87105 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109821 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138159 members 
Mstep: Class 45 contains 107332 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 238Q: 71 clusters Score -1.507942e+08 nChanged 38
Entering ConstructFrom: 
Score: -150794160.000000 Penalty: 249840.625000
Entering ConstructFrom: 
Trying to split cluster 1 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -427171.875000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -427171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -422433.718750 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -422433.7 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -423710.968750 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -423711 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -423988.656250 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -423988.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -424209.031250 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -424209 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -424393.593750 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -424393.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -424577.093750 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -424577.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -424698.000000 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -424698 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -424797.468750 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -424797.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -424868.406250 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -424868.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -424931.937500 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -424931.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -424978.562500 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -424978.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -425016.468750 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -425016.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -425053.531250 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -425053.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -425090.312500 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -425090.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -425119.312500 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -425119.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -425141.718750 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -425141.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -425158.750000 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -425158.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -425173.031250 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -425173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -425188.281250 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -425188.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -425202.250000 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -425202.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -425214.906250 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -425214.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -425224.875000 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -425224.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -425237.406250 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -425237.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -425246.781250 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -425246.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -425258.968750 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -425259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -425268.812500 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -425268.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -425278.406250 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -425278.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -425288.156250 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -425288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -425296.343750 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -425296.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -425307.375000 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -425307.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -425322.656250 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -425322.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -425338.406250 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -425338.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -425353.218750 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -425353.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -425364.875000 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -425364.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -425379.187500 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -425379.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -425400.125000 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -425400.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -425425.875000 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -425425.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -425445.281250 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -425445.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -425465.187500 Penalty: 4270.266113
	Iteration 38Q: 3 clusters Score -425465.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -425489.125000 Penalty: 4270.266113
	Iteration 39Q: 3 clusters Score -425489.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -425512.187500 Penalty: 4270.266113
	Iteration 40F: 3 clusters Score -425512.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -425528.343750 Penalty: 4270.266113
	Iteration 41Q: 3 clusters Score -425528.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -425538.781250 Penalty: 4270.266113
	Iteration 42Q: 3 clusters Score -425538.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -425546.625000 Penalty: 4270.266113
	Iteration 43Q: 3 clusters Score -425546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -425557.406250 Penalty: 4270.266113
	Iteration 44Q: 3 clusters Score -425557.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -425563.937500 Penalty: 4270.266113
	Iteration 45Q: 3 clusters Score -425563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -425573.218750 Penalty: 4270.266113
	Iteration 46Q: 3 clusters Score -425573.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -425581.500000 Penalty: 4270.266113
	Iteration 47Q: 3 clusters Score -425581.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -425589.281250 Penalty: 4270.266113
	Iteration 48Q: 3 clusters Score -425589.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -425599.187500 Penalty: 4270.266113
	Iteration 49Q: 3 clusters Score -425599.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -425613.781250 Penalty: 4270.266113
	Iteration 50Q: 3 clusters Score -425613.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -425627.187500 Penalty: 4270.266113
	Iteration 51Q: 3 clusters Score -425627.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -425647.156250 Penalty: 4270.266113
	Iteration 52Q: 3 clusters Score -425647.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -425670.718750 Penalty: 4270.266113
	Iteration 53Q: 3 clusters Score -425670.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -425689.062500 Penalty: 4270.266113
	Iteration 54Q: 3 clusters Score -425689.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -425717.875000 Penalty: 4270.266113
	Iteration 55Q: 3 clusters Score -425717.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -425747.562500 Penalty: 4270.266113
	Iteration 56Q: 3 clusters Score -425747.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -425771.625000 Penalty: 4270.266113
	Iteration 57Q: 3 clusters Score -425771.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -425792.906250 Penalty: 4270.266113
	Iteration 58Q: 3 clusters Score -425792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -425814.187500 Penalty: 4270.266113
	Iteration 59Q: 3 clusters Score -425814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -425858.906250 Penalty: 4270.266113
	Iteration 60F: 3 clusters Score -425858.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -425905.687500 Penalty: 4270.266113
	Iteration 61Q: 3 clusters Score -425905.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -425943.312500 Penalty: 4270.266113
	Iteration 62Q: 3 clusters Score -425943.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -425968.156250 Penalty: 4270.266113
	Iteration 63Q: 3 clusters Score -425968.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -425993.531250 Penalty: 4270.266113
	Iteration 64Q: 3 clusters Score -425993.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -426006.125000 Penalty: 4270.266113
	Iteration 65Q: 3 clusters Score -426006.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -426013.468750 Penalty: 4270.266113
	Iteration 66Q: 3 clusters Score -426013.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -426020.000000 Penalty: 4270.266113
	Iteration 67Q: 3 clusters Score -426020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -426023.125000 Penalty: 4270.266113
	Iteration 68Q: 3 clusters Score -426023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -426024.406250 Penalty: 4270.266113
	Iteration 69Q: 3 clusters Score -426024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -426024.812500 Penalty: 4270.266113
	Iteration 70Q: 3 clusters Score -426024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -426025.687500 Penalty: 4270.266113
	Iteration 71Q: 3 clusters Score -426025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -426025.687500 Penalty: 4270.266113
	Iteration 72F: 3 clusters Score -426025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -451311.687500 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -451311.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -446199.156250 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -446199.2 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -447594.000000 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -447594 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -447979.125000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -447979.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -448400.156250 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -448400.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -448916.250000 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -448916.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -449553.875000 Penalty: 4310.808594
	Iteration 5F: 3 clusters Score -449553.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -450093.500000 Penalty: 4310.808594
	Iteration 6F: 3 clusters Score -450093.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -450485.250000 Penalty: 4310.808594
	Iteration 7F: 3 clusters Score -450485.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -450680.718750 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -450680.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -450780.937500 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -450780.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -450833.687500 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -450833.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -450858.125000 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -450858.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -450869.968750 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -450870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -450878.343750 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -450878.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -450885.062500 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -450885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -450889.718750 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -450889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -450892.562500 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -450892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -450892.687500 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -450892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -450893.812500 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -450893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -450896.187500 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -450896.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -450896.343750 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -450896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -450898.031250 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -450898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -450899.562500 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -450899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -450900.937500 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -450900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -450904.531250 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -450904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -450905.968750 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -450906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -450908.406250 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -450908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -450910.156250 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -450910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -450910.343750 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -450910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -450911.250000 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -450911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -450911.312500 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -450911.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -450911.843750 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -450911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -450913.531250 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -450913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -450914.562500 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -450914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -450915.906250 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -450915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -450916.687500 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -450916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -450918.250000 Penalty: 4310.808594
	Iteration 36Q: 3 clusters Score -450918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -450919.375000 Penalty: 4310.808594
	Iteration 37Q: 3 clusters Score -450919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -450919.843750 Penalty: 4310.808594
	Iteration 38Q: 3 clusters Score -450919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -450920.687500 Penalty: 4310.808594
	Iteration 39Q: 3 clusters Score -450920.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -450920.437500 Penalty: 4310.808594
	Iteration 40F: 3 clusters Score -450920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -450921.656250 Penalty: 4310.808594
	Iteration 41Q: 3 clusters Score -450921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -450921.531250 Penalty: 4310.808594
	Iteration 42Q: 3 clusters Score -450921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -450921.562500 Penalty: 4310.808594
	Iteration 43Q: 3 clusters Score -450921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -450921.562500 Penalty: 4310.808594
	Iteration 44F: 3 clusters Score -450921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -344386.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -344386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -339860.437500 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -339860.4 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -341047.437500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -341047.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -341350.062500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -341350.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -341582.093750 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -341582.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -341753.031250 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -341753 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -341932.843750 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -341932.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -342102.562500 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -342102.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -342225.750000 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -342225.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -342307.156250 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -342307.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -342391.812500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -342391.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -342458.531250 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -342458.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -342507.656250 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -342507.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -342547.875000 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -342547.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -342572.750000 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -342572.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -342597.750000 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -342597.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -342613.718750 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -342613.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -342634.468750 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -342634.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -342657.250000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -342657.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -342680.375000 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -342680.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -342706.312500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -342706.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -342728.625000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -342728.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -342752.281250 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -342752.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -342772.281250 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -342772.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -342785.406250 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -342785.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -342794.812500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -342794.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -342805.187500 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -342805.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -342819.500000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -342819.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -342832.781250 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -342832.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -342844.562500 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -342844.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -342852.656250 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -342852.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -342864.500000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -342864.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -342877.812500 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -342877.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -342891.500000 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -342891.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -342911.468750 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -342911.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -342922.468750 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -342922.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -342932.531250 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -342932.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -342936.156250 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -342936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -342939.343750 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -342939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -342943.343750 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -342943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -342944.562500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -342944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -342946.968750 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -342947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -342949.562500 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -342949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -342952.968750 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -342953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -342954.312500 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -342954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -342958.062500 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -342958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -342959.968750 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -342960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -342964.625000 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -342964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -342969.062500 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -342969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -342974.062500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -342974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -342977.656250 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -342977.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -342979.937500 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -342979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -342985.062500 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -342985.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -342987.687500 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -342987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -342991.656250 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -342991.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -342993.812500 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -342993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -342995.218750 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -342995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -343002.125000 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -343002.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -343007.937500 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -343007.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -343014.156250 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -343014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -343017.781250 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -343017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -343022.156250 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -343022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -343025.906250 Penalty: 4227.889648
	Iteration 61Q: 3 clusters Score -343025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -343027.875000 Penalty: 4227.889648
	Iteration 62Q: 3 clusters Score -343027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -343032.250000 Penalty: 4227.889648
	Iteration 63Q: 3 clusters Score -343032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -343036.062500 Penalty: 4227.889648
	Iteration 64Q: 3 clusters Score -343036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -343039.718750 Penalty: 4227.889648
	Iteration 65Q: 3 clusters Score -343039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -343043.781250 Penalty: 4227.889648
	Iteration 66Q: 3 clusters Score -343043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -343046.937500 Penalty: 4227.889648
	Iteration 67Q: 3 clusters Score -343046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -343048.968750 Penalty: 4227.889648
	Iteration 68Q: 3 clusters Score -343049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -343051.031250 Penalty: 4227.889648
	Iteration 69Q: 3 clusters Score -343051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -343053.468750 Penalty: 4227.889648
	Iteration 70Q: 3 clusters Score -343053.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -343055.406250 Penalty: 4227.889648
	Iteration 71Q: 3 clusters Score -343055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -343058.187500 Penalty: 4227.889648
	Iteration 72Q: 3 clusters Score -343058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -343060.312500 Penalty: 4227.889648
	Iteration 73Q: 3 clusters Score -343060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -343062.343750 Penalty: 4227.889648
	Iteration 74Q: 3 clusters Score -343062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -343064.156250 Penalty: 4227.889648
	Iteration 75Q: 3 clusters Score -343064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -343063.843750 Penalty: 4227.889648
	Iteration 76Q: 3 clusters Score -343063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -343064.125000 Penalty: 4227.889648
	Iteration 77Q: 3 clusters Score -343064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -343065.531250 Penalty: 4227.889648
	Iteration 78Q: 3 clusters Score -343065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -343066.468750 Penalty: 4227.889648
	Iteration 79Q: 3 clusters Score -343066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -343065.593750 Penalty: 4227.889648
	Iteration 80F: 3 clusters Score -343065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -343066.375000 Penalty: 4227.889648
	Iteration 81Q: 3 clusters Score -343066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -343066.843750 Penalty: 4227.889648
	Iteration 82Q: 3 clusters Score -343066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -343069.093750 Penalty: 4227.889648
	Iteration 83Q: 3 clusters Score -343069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -343071.218750 Penalty: 4227.889648
	Iteration 84Q: 3 clusters Score -343071.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -343073.562500 Penalty: 4227.889648
	Iteration 85Q: 3 clusters Score -343073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -343074.875000 Penalty: 4227.889648
	Iteration 86Q: 3 clusters Score -343074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -343076.187500 Penalty: 4227.889648
	Iteration 87Q: 3 clusters Score -343076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -343077.437500 Penalty: 4227.889648
	Iteration 88Q: 3 clusters Score -343077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -343077.750000 Penalty: 4227.889648
	Iteration 89Q: 3 clusters Score -343077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -343077.750000 Penalty: 4227.889648
	Iteration 90F: 3 clusters Score -343077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -957979.500000 Penalty: 2333.966797
	Iteration 0F: 2 clusters Score -957979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -948864.625000 Penalty: 4667.933594
	Iteration 0F: 3 clusters Score -948864.6 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -951679.062500 Penalty: 4667.933594
	Iteration 1F: 3 clusters Score -951679.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -951991.812500 Penalty: 4667.933594
	Iteration 2F: 3 clusters Score -951991.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -952274.437500 Penalty: 4667.933594
	Iteration 3Q: 3 clusters Score -952274.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -952625.875000 Penalty: 4667.933594
	Iteration 4Q: 3 clusters Score -952625.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -953087.562500 Penalty: 4667.933594
	Iteration 5Q: 3 clusters Score -953087.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -953657.812500 Penalty: 4667.933594
	Iteration 6F: 3 clusters Score -953657.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -954331.187500 Penalty: 4667.933594
	Iteration 7F: 3 clusters Score -954331.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -955010.937500 Penalty: 4667.933594
	Iteration 8F: 3 clusters Score -955010.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -955601.062500 Penalty: 4667.933594
	Iteration 9F: 3 clusters Score -955601.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -956042.562500 Penalty: 4667.933594
	Iteration 10F: 3 clusters Score -956042.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -956297.687500 Penalty: 4667.933594
	Iteration 11Q: 3 clusters Score -956297.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -956440.562500 Penalty: 4667.933594
	Iteration 12Q: 3 clusters Score -956440.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -956512.750000 Penalty: 4667.933594
	Iteration 13Q: 3 clusters Score -956512.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -956559.250000 Penalty: 4667.933594
	Iteration 14Q: 3 clusters Score -956559.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -956592.187500 Penalty: 4667.933594
	Iteration 15Q: 3 clusters Score -956592.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -956615.062500 Penalty: 4667.933594
	Iteration 16Q: 3 clusters Score -956615.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -956633.000000 Penalty: 4667.933594
	Iteration 17Q: 3 clusters Score -956633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -956644.500000 Penalty: 4667.933594
	Iteration 18Q: 3 clusters Score -956644.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -956660.937500 Penalty: 4667.933594
	Iteration 19Q: 3 clusters Score -956660.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -956665.875000 Penalty: 4667.933594
	Iteration 20F: 3 clusters Score -956665.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -956676.937500 Penalty: 4667.933594
	Iteration 21Q: 3 clusters Score -956676.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -956688.875000 Penalty: 4667.933594
	Iteration 22Q: 3 clusters Score -956688.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -956700.250000 Penalty: 4667.933594
	Iteration 23Q: 3 clusters Score -956700.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -956711.625000 Penalty: 4667.933594
	Iteration 24Q: 3 clusters Score -956711.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -956722.000000 Penalty: 4667.933594
	Iteration 25Q: 3 clusters Score -956722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -956735.375000 Penalty: 4667.933594
	Iteration 26Q: 3 clusters Score -956735.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -956744.437500 Penalty: 4667.933594
	Iteration 27Q: 3 clusters Score -956744.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -956752.750000 Penalty: 4667.933594
	Iteration 28Q: 3 clusters Score -956752.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -956761.250000 Penalty: 4667.933594
	Iteration 29Q: 3 clusters Score -956761.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -956769.875000 Penalty: 4667.933594
	Iteration 30Q: 3 clusters Score -956769.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -956777.812500 Penalty: 4667.933594
	Iteration 31Q: 3 clusters Score -956777.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -956781.375000 Penalty: 4667.933594
	Iteration 32Q: 3 clusters Score -956781.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -956786.500000 Penalty: 4667.933594
	Iteration 33Q: 3 clusters Score -956786.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -956793.062500 Penalty: 4667.933594
	Iteration 34Q: 3 clusters Score -956793.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -956795.125000 Penalty: 4667.933594
	Iteration 35Q: 3 clusters Score -956795.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -956799.250000 Penalty: 4667.933594
	Iteration 36Q: 3 clusters Score -956799.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -956802.437500 Penalty: 4667.933594
	Iteration 37Q: 3 clusters Score -956802.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -956804.812500 Penalty: 4667.933594
	Iteration 38Q: 3 clusters Score -956804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -956804.562500 Penalty: 4667.933594
	Iteration 39Q: 3 clusters Score -956804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -956807.625000 Penalty: 4667.933594
	Iteration 40F: 3 clusters Score -956807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -956813.250000 Penalty: 4667.933594
	Iteration 41Q: 3 clusters Score -956813.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -956816.937500 Penalty: 4667.933594
	Iteration 42Q: 3 clusters Score -956816.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -956821.062500 Penalty: 4667.933594
	Iteration 43Q: 3 clusters Score -956821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -956821.937500 Penalty: 4667.933594
	Iteration 44Q: 3 clusters Score -956821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -956825.687500 Penalty: 4667.933594
	Iteration 45Q: 3 clusters Score -956825.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -956833.625000 Penalty: 4667.933594
	Iteration 46Q: 3 clusters Score -956833.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -956832.250000 Penalty: 4667.933594
	Iteration 47Q: 3 clusters Score -956832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -956834.375000 Penalty: 4667.933594
	Iteration 48Q: 3 clusters Score -956834.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -956837.500000 Penalty: 4667.933594
	Iteration 49Q: 3 clusters Score -956837.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -956837.375000 Penalty: 4667.933594
	Iteration 50Q: 3 clusters Score -956837.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -956841.125000 Penalty: 4667.933594
	Iteration 51Q: 3 clusters Score -956841.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -956841.687500 Penalty: 4667.933594
	Iteration 52Q: 3 clusters Score -956841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -956841.000000 Penalty: 4667.933594
	Iteration 53Q: 3 clusters Score -956841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -956842.375000 Penalty: 4667.933594
	Iteration 54Q: 3 clusters Score -956842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -956844.375000 Penalty: 4667.933594
	Iteration 55Q: 3 clusters Score -956844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -956847.000000 Penalty: 4667.933594
	Iteration 56Q: 3 clusters Score -956847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -956851.375000 Penalty: 4667.933594
	Iteration 57Q: 3 clusters Score -956851.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -956856.625000 Penalty: 4667.933594
	Iteration 58Q: 3 clusters Score -956856.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -956860.312500 Penalty: 4667.933594
	Iteration 59Q: 3 clusters Score -956860.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -956862.625000 Penalty: 4667.933594
	Iteration 60F: 3 clusters Score -956862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -956865.375000 Penalty: 4667.933594
	Iteration 61Q: 3 clusters Score -956865.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -956869.500000 Penalty: 4667.933594
	Iteration 62Q: 3 clusters Score -956869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -956875.125000 Penalty: 4667.933594
	Iteration 63Q: 3 clusters Score -956875.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -956876.312500 Penalty: 4667.933594
	Iteration 64Q: 3 clusters Score -956876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -956879.937500 Penalty: 4667.933594
	Iteration 65Q: 3 clusters Score -956879.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -956881.062500 Penalty: 4667.933594
	Iteration 66Q: 3 clusters Score -956881.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -956884.312500 Penalty: 4667.933594
	Iteration 67Q: 3 clusters Score -956884.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -956887.625000 Penalty: 4667.933594
	Iteration 68Q: 3 clusters Score -956887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -956888.250000 Penalty: 4667.933594
	Iteration 69Q: 3 clusters Score -956888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -956892.437500 Penalty: 4667.933594
	Iteration 70Q: 3 clusters Score -956892.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -956893.500000 Penalty: 4667.933594
	Iteration 71Q: 3 clusters Score -956893.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -956895.750000 Penalty: 4667.933594
	Iteration 72Q: 3 clusters Score -956895.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -956898.500000 Penalty: 4667.933594
	Iteration 73Q: 3 clusters Score -956898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -956899.187500 Penalty: 4667.933594
	Iteration 74Q: 3 clusters Score -956899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -956900.250000 Penalty: 4667.933594
	Iteration 75Q: 3 clusters Score -956900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -956900.875000 Penalty: 4667.933594
	Iteration 76Q: 3 clusters Score -956900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -956901.500000 Penalty: 4667.933594
	Iteration 77Q: 3 clusters Score -956901.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -956904.187500 Penalty: 4667.933594
	Iteration 78Q: 3 clusters Score -956904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -956904.687500 Penalty: 4667.933594
	Iteration 79Q: 3 clusters Score -956904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -956904.000000 Penalty: 4667.933594
	Iteration 80F: 3 clusters Score -956904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -956905.750000 Penalty: 4667.933594
	Iteration 81Q: 3 clusters Score -956905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -956905.562500 Penalty: 4667.933594
	Iteration 82Q: 3 clusters Score -956905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -956908.312500 Penalty: 4667.933594
	Iteration 83Q: 3 clusters Score -956908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -956909.562500 Penalty: 4667.933594
	Iteration 84Q: 3 clusters Score -956909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -956909.812500 Penalty: 4667.933594
	Iteration 85Q: 3 clusters Score -956909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -956911.375000 Penalty: 4667.933594
	Iteration 86Q: 3 clusters Score -956911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -956915.062500 Penalty: 4667.933594
	Iteration 87Q: 3 clusters Score -956915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -956917.875000 Penalty: 4667.933594
	Iteration 88Q: 3 clusters Score -956917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -956917.000000 Penalty: 4667.933594
	Iteration 89Q: 3 clusters Score -956917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -956917.500000 Penalty: 4667.933594
	Iteration 90Q: 3 clusters Score -956917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -956918.000000 Penalty: 4667.933594
	Iteration 91Q: 3 clusters Score -956918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -956919.250000 Penalty: 4667.933594
	Iteration 92Q: 3 clusters Score -956919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -956918.500000 Penalty: 4667.933594
	Iteration 93Q: 3 clusters Score -956918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -956919.312500 Penalty: 4667.933594
	Iteration 94Q: 3 clusters Score -956919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -956919.875000 Penalty: 4667.933594
	Iteration 95Q: 3 clusters Score -956919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -956920.625000 Penalty: 4667.933594
	Iteration 96Q: 3 clusters Score -956920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -956923.750000 Penalty: 4667.933594
	Iteration 97Q: 3 clusters Score -956923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -956922.187500 Penalty: 4667.933594
	Iteration 98Q: 3 clusters Score -956922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -956922.187500 Penalty: 4667.933594
	Iteration 99F: 3 clusters Score -956922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Entering Unmasked Estep 
Score: -9953148.000000 Penalty: 2906.264648
	Iteration 0F: 2 clusters Score -9953148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -9871037.000000 Penalty: 5812.529297
	Iteration 0F: 3 clusters Score -9871037 nChanged 58469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -9904222.000000 Penalty: 5812.529297
	Iteration 1F: 3 clusters Score -9904222 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -9904753.000000 Penalty: 5812.529297
	Iteration 2Q: 3 clusters Score -9904753 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -9905508.000000 Penalty: 5812.529297
	Iteration 3Q: 3 clusters Score -9905508 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -9906388.000000 Penalty: 5812.529297
	Iteration 4Q: 3 clusters Score -9906388 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -9907959.000000 Penalty: 5812.529297
	Iteration 5Q: 3 clusters Score -9907959 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -9910575.000000 Penalty: 5812.529297
	Iteration 6Q: 3 clusters Score -9910575 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -9915201.000000 Penalty: 5812.529297
	Iteration 7F: 3 clusters Score -9915201 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -9923068.000000 Penalty: 5812.529297
	Iteration 8F: 3 clusters Score -9923068 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -9933150.000000 Penalty: 5812.529297
	Iteration 9F: 3 clusters Score -9933150 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -9942360.000000 Penalty: 5812.529297
	Iteration 10F: 3 clusters Score -9942360 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -9947545.000000 Penalty: 5812.529297
	Iteration 11Q: 3 clusters Score -9947545 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 121728 members 
Entering Unmasked Estep 
Score: -9949552.000000 Penalty: 5812.529297
	Iteration 12Q: 3 clusters Score -9949552 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -9950200.000000 Penalty: 5812.529297
	Iteration 13Q: 3 clusters Score -9950200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 122529 members 
Entering Unmasked Estep 
Score: -9950424.000000 Penalty: 5812.529297
	Iteration 14Q: 3 clusters Score -9950424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 122580 members 
Entering Unmasked Estep 
Score: -9950514.000000 Penalty: 5812.529297
	Iteration 15Q: 3 clusters Score -9950514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -9950545.000000 Penalty: 5812.529297
	Iteration 16Q: 3 clusters Score -9950545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 122614 members 
Entering Unmasked Estep 
Score: -9950564.000000 Penalty: 5812.529297
	Iteration 17Q: 3 clusters Score -9950564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -9950578.000000 Penalty: 5812.529297
	Iteration 18Q: 3 clusters Score -9950578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -9950597.000000 Penalty: 5812.529297
	Iteration 19Q: 3 clusters Score -9950597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -9950606.000000 Penalty: 5812.529297
	Iteration 20F: 3 clusters Score -9950606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -9950618.000000 Penalty: 5812.529297
	Iteration 21Q: 3 clusters Score -9950618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 122625 members 
Entering Unmasked Estep 
Score: -9950617.000000 Penalty: 5812.529297
	Iteration 22Q: 3 clusters Score -9950617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -9950616.000000 Penalty: 5812.529297
	Iteration 23Q: 3 clusters Score -9950616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -9950616.000000 Penalty: 5812.529297
	Iteration 24F: 3 clusters Score -9950616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163303 members 
Entering Unmasked Estep 
Score: -13456915.000000 Penalty: 2976.833984
	Iteration 0F: 2 clusters Score -1.345692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -13347477.000000 Penalty: 5953.667969
	Iteration 0F: 3 clusters Score -1.334748e+07 nChanged 78054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -13392595.000000 Penalty: 5953.667969
	Iteration 1F: 3 clusters Score -1.33926e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -13393814.000000 Penalty: 5953.667969
	Iteration 2Q: 3 clusters Score -1.339381e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -13395780.000000 Penalty: 5953.667969
	Iteration 3Q: 3 clusters Score -1.339578e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -13399311.000000 Penalty: 5953.667969
	Iteration 4Q: 3 clusters Score -1.339931e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -13406417.000000 Penalty: 5953.667969
	Iteration 5F: 3 clusters Score -1.340642e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128217 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -13419169.000000 Penalty: 5953.667969
	Iteration 6F: 3 clusters Score -1.341917e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144027 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -13434933.000000 Penalty: 5953.667969
	Iteration 7F: 3 clusters Score -1.343493e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155481 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -13446704.000000 Penalty: 5953.667969
	Iteration 8F: 3 clusters Score -1.34467e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -13451780.000000 Penalty: 5953.667969
	Iteration 9Q: 3 clusters Score -1.345178e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162400 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13453424.000000 Penalty: 5953.667969
	Iteration 10Q: 3 clusters Score -1.345342e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162842 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13453873.000000 Penalty: 5953.667969
	Iteration 11Q: 3 clusters Score -1.345387e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162958 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13454053.000000 Penalty: 5953.667969
	Iteration 12Q: 3 clusters Score -1.345405e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162991 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13454139.000000 Penalty: 5953.667969
	Iteration 13Q: 3 clusters Score -1.345414e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163005 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13454179.000000 Penalty: 5953.667969
	Iteration 14Q: 3 clusters Score -1.345418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13454214.000000 Penalty: 5953.667969
	Iteration 15Q: 3 clusters Score -1.345421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13454229.000000 Penalty: 5953.667969
	Iteration 16Q: 3 clusters Score -1.345423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13454231.000000 Penalty: 5953.667969
	Iteration 17Q: 3 clusters Score -1.345423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163020 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13454242.000000 Penalty: 5953.667969
	Iteration 18Q: 3 clusters Score -1.345424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13454256.000000 Penalty: 5953.667969
	Iteration 19Q: 3 clusters Score -1.345426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163028 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13454262.000000 Penalty: 5953.667969
	Iteration 20F: 3 clusters Score -1.345426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13454281.000000 Penalty: 5953.667969
	Iteration 21Q: 3 clusters Score -1.345428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163031 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13454278.000000 Penalty: 5953.667969
	Iteration 22Q: 3 clusters Score -1.345428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13454287.000000 Penalty: 5953.667969
	Iteration 23Q: 3 clusters Score -1.345429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163039 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13454290.000000 Penalty: 5953.667969
	Iteration 24Q: 3 clusters Score -1.345429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13454300.000000 Penalty: 5953.667969
	Iteration 25Q: 3 clusters Score -1.34543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13454317.000000 Penalty: 5953.667969
	Iteration 26Q: 3 clusters Score -1.345432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163039 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13454321.000000 Penalty: 5953.667969
	Iteration 27Q: 3 clusters Score -1.345432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13454321.000000 Penalty: 5953.667969
	Iteration 28Q: 3 clusters Score -1.345432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13454321.000000 Penalty: 5953.667969
	Iteration 29F: 3 clusters Score -1.345432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -188611.296875 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -188611.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -185721.718750 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -185721.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -186331.156250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -186331.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -186510.015625 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -186510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -186614.796875 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -186614.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -186698.843750 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -186698.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -186757.531250 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -186757.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -186798.484375 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -186798.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -186837.703125 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -186837.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -186865.828125 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -186865.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -186898.546875 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -186898.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -186919.015625 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -186919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -186938.203125 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -186938.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -186956.968750 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -186957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -186979.390625 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -186979.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -187005.859375 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -187005.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -187037.250000 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -187037.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187068.500000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -187068.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -187093.484375 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -187093.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -187120.812500 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -187120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -187137.109375 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -187137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -187150.453125 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -187150.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -187165.734375 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -187165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -187173.781250 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -187173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -187177.843750 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -187177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -187181.625000 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -187181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187184.296875 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -187184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187185.843750 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -187185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -187188.937500 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -187188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -187198.093750 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -187198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -187220.656250 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -187220.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -187250.062500 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -187250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -187285.218750 Penalty: 3882.509277
	Iteration 31Q: 3 clusters Score -187285.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -187314.843750 Penalty: 3882.509277
	Iteration 32Q: 3 clusters Score -187314.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -187343.109375 Penalty: 3882.509277
	Iteration 33Q: 3 clusters Score -187343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -187361.968750 Penalty: 3882.509277
	Iteration 34Q: 3 clusters Score -187362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -187411.656250 Penalty: 3882.509277
	Iteration 35Q: 3 clusters Score -187411.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -187462.968750 Penalty: 3882.509277
	Iteration 36Q: 3 clusters Score -187463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -187502.765625 Penalty: 3882.509277
	Iteration 37Q: 3 clusters Score -187502.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -187525.828125 Penalty: 3882.509277
	Iteration 38Q: 3 clusters Score -187525.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -187538.187500 Penalty: 3882.509277
	Iteration 39Q: 3 clusters Score -187538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -187546.968750 Penalty: 3882.509277
	Iteration 40F: 3 clusters Score -187547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -187556.531250 Penalty: 3882.509277
	Iteration 41Q: 3 clusters Score -187556.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -187565.750000 Penalty: 3882.509277
	Iteration 42Q: 3 clusters Score -187565.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -187574.328125 Penalty: 3882.509277
	Iteration 43Q: 3 clusters Score -187574.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -187582.437500 Penalty: 3882.509277
	Iteration 44Q: 3 clusters Score -187582.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -187589.421875 Penalty: 3882.509277
	Iteration 45Q: 3 clusters Score -187589.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -187595.703125 Penalty: 3882.509277
	Iteration 46Q: 3 clusters Score -187595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -187605.328125 Penalty: 3882.509277
	Iteration 47Q: 3 clusters Score -187605.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -187612.468750 Penalty: 3882.509277
	Iteration 48Q: 3 clusters Score -187612.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -187619.843750 Penalty: 3882.509277
	Iteration 49Q: 3 clusters Score -187619.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -187628.015625 Penalty: 3882.509277
	Iteration 50Q: 3 clusters Score -187628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -187633.156250 Penalty: 3882.509277
	Iteration 51Q: 3 clusters Score -187633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -187636.125000 Penalty: 3882.509277
	Iteration 52Q: 3 clusters Score -187636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -187639.578125 Penalty: 3882.509277
	Iteration 53Q: 3 clusters Score -187639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -187642.140625 Penalty: 3882.509277
	Iteration 54Q: 3 clusters Score -187642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -187647.203125 Penalty: 3882.509277
	Iteration 55Q: 3 clusters Score -187647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -187653.515625 Penalty: 3882.509277
	Iteration 56Q: 3 clusters Score -187653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -187659.437500 Penalty: 3882.509277
	Iteration 57Q: 3 clusters Score -187659.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -187668.046875 Penalty: 3882.509277
	Iteration 58Q: 3 clusters Score -187668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -187673.125000 Penalty: 3882.509277
	Iteration 59Q: 3 clusters Score -187673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -187677.062500 Penalty: 3882.509277
	Iteration 60F: 3 clusters Score -187677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -187681.421875 Penalty: 3882.509277
	Iteration 61Q: 3 clusters Score -187681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -187684.156250 Penalty: 3882.509277
	Iteration 62Q: 3 clusters Score -187684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -187687.421875 Penalty: 3882.509277
	Iteration 63Q: 3 clusters Score -187687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -187689.968750 Penalty: 3882.509277
	Iteration 64Q: 3 clusters Score -187690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -187692.109375 Penalty: 3882.509277
	Iteration 65Q: 3 clusters Score -187692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -187695.765625 Penalty: 3882.509277
	Iteration 66Q: 3 clusters Score -187695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -187699.609375 Penalty: 3882.509277
	Iteration 67Q: 3 clusters Score -187699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -187705.171875 Penalty: 3882.509277
	Iteration 68Q: 3 clusters Score -187705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -187710.218750 Penalty: 3882.509277
	Iteration 69Q: 3 clusters Score -187710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -187711.781250 Penalty: 3882.509277
	Iteration 70Q: 3 clusters Score -187711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -187715.125000 Penalty: 3882.509277
	Iteration 71Q: 3 clusters Score -187715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -187719.718750 Penalty: 3882.509277
	Iteration 72Q: 3 clusters Score -187719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -187723.531250 Penalty: 3882.509277
	Iteration 73Q: 3 clusters Score -187723.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -187727.078125 Penalty: 3882.509277
	Iteration 74Q: 3 clusters Score -187727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -187733.765625 Penalty: 3882.509277
	Iteration 75Q: 3 clusters Score -187733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -187741.625000 Penalty: 3882.509277
	Iteration 76Q: 3 clusters Score -187741.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -187752.843750 Penalty: 3882.509277
	Iteration 77Q: 3 clusters Score -187752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -187761.875000 Penalty: 3882.509277
	Iteration 78Q: 3 clusters Score -187761.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -187770.843750 Penalty: 3882.509277
	Iteration 79Q: 3 clusters Score -187770.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -187779.046875 Penalty: 3882.509277
	Iteration 80F: 3 clusters Score -187779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -187795.390625 Penalty: 3882.509277
	Iteration 81Q: 3 clusters Score -187795.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -187809.171875 Penalty: 3882.509277
	Iteration 82Q: 3 clusters Score -187809.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -187819.015625 Penalty: 3882.509277
	Iteration 83Q: 3 clusters Score -187819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -187827.953125 Penalty: 3882.509277
	Iteration 84Q: 3 clusters Score -187828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -187835.718750 Penalty: 3882.509277
	Iteration 85Q: 3 clusters Score -187835.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -187845.593750 Penalty: 3882.509277
	Iteration 86Q: 3 clusters Score -187845.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -187854.984375 Penalty: 3882.509277
	Iteration 87Q: 3 clusters Score -187855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -187859.781250 Penalty: 3882.509277
	Iteration 88Q: 3 clusters Score -187859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -187864.281250 Penalty: 3882.509277
	Iteration 89Q: 3 clusters Score -187864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -187867.468750 Penalty: 3882.509277
	Iteration 90Q: 3 clusters Score -187867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -187868.687500 Penalty: 3882.509277
	Iteration 91Q: 3 clusters Score -187868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -187870.062500 Penalty: 3882.509277
	Iteration 92Q: 3 clusters Score -187870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -187871.140625 Penalty: 3882.509277
	Iteration 93Q: 3 clusters Score -187871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -187871.421875 Penalty: 3882.509277
	Iteration 94Q: 3 clusters Score -187871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -187872.250000 Penalty: 3882.509277
	Iteration 95Q: 3 clusters Score -187872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -187872.250000 Penalty: 3882.509277
	Iteration 96F: 3 clusters Score -187872.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Entering Unmasked Estep 
Score: -3072460.500000 Penalty: 2616.566162
	Iteration 0F: 2 clusters Score -3072460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3046622.500000 Penalty: 5233.132324
	Iteration 0F: 3 clusters Score -3046622 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3056318.250000 Penalty: 5233.132324
	Iteration 1F: 3 clusters Score -3056318 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3056947.750000 Penalty: 5233.132324
	Iteration 2Q: 3 clusters Score -3056948 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -3057644.250000 Penalty: 5233.132324
	Iteration 3Q: 3 clusters Score -3057644 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3058467.500000 Penalty: 5233.132324
	Iteration 4Q: 3 clusters Score -3058468 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3059341.000000 Penalty: 5233.132324
	Iteration 5F: 3 clusters Score -3059341 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3060315.750000 Penalty: 5233.132324
	Iteration 6F: 3 clusters Score -3060316 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3061444.250000 Penalty: 5233.132324
	Iteration 7F: 3 clusters Score -3061444 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3062742.750000 Penalty: 5233.132324
	Iteration 8F: 3 clusters Score -3062743 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3064113.500000 Penalty: 5233.132324
	Iteration 9F: 3 clusters Score -3064114 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3065486.750000 Penalty: 5233.132324
	Iteration 10Q: 3 clusters Score -3065487 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -3066778.250000 Penalty: 5233.132324
	Iteration 11Q: 3 clusters Score -3066778 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -3067924.500000 Penalty: 5233.132324
	Iteration 12Q: 3 clusters Score -3067924 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3068778.500000 Penalty: 5233.132324
	Iteration 13Q: 3 clusters Score -3068778 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -3069359.000000 Penalty: 5233.132324
	Iteration 14Q: 3 clusters Score -3069359 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3069666.250000 Penalty: 5233.132324
	Iteration 15Q: 3 clusters Score -3069666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -3069874.500000 Penalty: 5233.132324
	Iteration 16Q: 3 clusters Score -3069874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3069995.000000 Penalty: 5233.132324
	Iteration 17Q: 3 clusters Score -3069995 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -3070053.500000 Penalty: 5233.132324
	Iteration 18Q: 3 clusters Score -3070054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3070099.500000 Penalty: 5233.132324
	Iteration 19Q: 3 clusters Score -3070100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -3070126.250000 Penalty: 5233.132324
	Iteration 20F: 3 clusters Score -3070126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3070144.500000 Penalty: 5233.132324
	Iteration 21Q: 3 clusters Score -3070144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -3070168.750000 Penalty: 5233.132324
	Iteration 22Q: 3 clusters Score -3070169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -3070193.250000 Penalty: 5233.132324
	Iteration 23Q: 3 clusters Score -3070193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -3070199.750000 Penalty: 5233.132324
	Iteration 24Q: 3 clusters Score -3070200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -3070211.750000 Penalty: 5233.132324
	Iteration 25Q: 3 clusters Score -3070212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -3070224.000000 Penalty: 5233.132324
	Iteration 26Q: 3 clusters Score -3070224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3070238.000000 Penalty: 5233.132324
	Iteration 27Q: 3 clusters Score -3070238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -3070251.250000 Penalty: 5233.132324
	Iteration 28Q: 3 clusters Score -3070251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -3070256.000000 Penalty: 5233.132324
	Iteration 29Q: 3 clusters Score -3070256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3070262.750000 Penalty: 5233.132324
	Iteration 30Q: 3 clusters Score -3070263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -3070268.500000 Penalty: 5233.132324
	Iteration 31Q: 3 clusters Score -3070268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -3070267.250000 Penalty: 5233.132324
	Iteration 32Q: 3 clusters Score -3070267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -3070268.500000 Penalty: 5233.132324
	Iteration 33Q: 3 clusters Score -3070268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -3070268.000000 Penalty: 5233.132324
	Iteration 34Q: 3 clusters Score -3070268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -3070270.750000 Penalty: 5233.132324
	Iteration 35Q: 3 clusters Score -3070271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -3070270.750000 Penalty: 5233.132324
	Iteration 36F: 3 clusters Score -3070271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -603289.125000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -603289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -597026.125000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -597026.1 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -598768.187500 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -598768.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -599002.625000 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -599002.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -599196.562500 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -599196.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -599367.687500 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -599367.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -599506.625000 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -599506.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -599632.375000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -599632.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -599754.375000 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -599754.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -599872.250000 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -599872.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -599999.562500 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -599999.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -600126.750000 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -600126.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -600232.937500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -600232.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -600335.500000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -600335.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -600440.687500 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -600440.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -600535.500000 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -600535.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -600646.625000 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -600646.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -600756.750000 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -600756.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -600860.375000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -600860.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -600942.812500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -600942.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -601003.437500 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -601003.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -601062.250000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -601062.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -601107.875000 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -601107.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -601137.437500 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -601137.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -601161.187500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -601161.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -601187.187500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -601187.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -601216.750000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -601216.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -601249.000000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -601249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -601272.687500 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -601272.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -601297.000000 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -601297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -601313.312500 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -601313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -601329.500000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -601329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -601341.125000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -601341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -601349.500000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -601349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -601350.562500 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -601350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -601352.750000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -601352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -601357.500000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -601357.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -601360.375000 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -601360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -601360.875000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -601360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -601362.500000 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -601362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -601363.812500 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -601363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -601365.437500 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -601365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -601368.187500 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -601368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -601368.500000 Penalty: 4439.721680
	Iteration 42Q: 3 clusters Score -601368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -601368.500000 Penalty: 4439.721680
	Iteration 43F: 3 clusters Score -601368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Entering Unmasked Estep 
Score: -1822064.500000 Penalty: 2446.508789
	Iteration 0F: 2 clusters Score -1822064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1808585.250000 Penalty: 4893.017578
	Iteration 0F: 3 clusters Score -1808585 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1813161.125000 Penalty: 4893.017578
	Iteration 1F: 3 clusters Score -1813161 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1813621.375000 Penalty: 4893.017578
	Iteration 2F: 3 clusters Score -1813621 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1814127.000000 Penalty: 4893.017578
	Iteration 3F: 3 clusters Score -1814127 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1814727.500000 Penalty: 4893.017578
	Iteration 4F: 3 clusters Score -1814728 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1815298.500000 Penalty: 4893.017578
	Iteration 5F: 3 clusters Score -1815298 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1815821.750000 Penalty: 4893.017578
	Iteration 6Q: 3 clusters Score -1815822 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1816266.000000 Penalty: 4893.017578
	Iteration 7Q: 3 clusters Score -1816266 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1816598.625000 Penalty: 4893.017578
	Iteration 8Q: 3 clusters Score -1816599 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1816861.875000 Penalty: 4893.017578
	Iteration 9Q: 3 clusters Score -1816862 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1817089.000000 Penalty: 4893.017578
	Iteration 10Q: 3 clusters Score -1817089 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1817313.875000 Penalty: 4893.017578
	Iteration 11Q: 3 clusters Score -1817314 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1817533.000000 Penalty: 4893.017578
	Iteration 12Q: 3 clusters Score -1817533 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1817744.000000 Penalty: 4893.017578
	Iteration 13Q: 3 clusters Score -1817744 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1817937.375000 Penalty: 4893.017578
	Iteration 14Q: 3 clusters Score -1817937 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1818121.000000 Penalty: 4893.017578
	Iteration 15Q: 3 clusters Score -1818121 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1818286.250000 Penalty: 4893.017578
	Iteration 16Q: 3 clusters Score -1818286 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1818482.375000 Penalty: 4893.017578
	Iteration 17Q: 3 clusters Score -1818482 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1818683.750000 Penalty: 4893.017578
	Iteration 18Q: 3 clusters Score -1818684 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1818857.125000 Penalty: 4893.017578
	Iteration 19Q: 3 clusters Score -1818857 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1818989.250000 Penalty: 4893.017578
	Iteration 20F: 3 clusters Score -1818989 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1819118.500000 Penalty: 4893.017578
	Iteration 21Q: 3 clusters Score -1819118 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1819268.375000 Penalty: 4893.017578
	Iteration 22Q: 3 clusters Score -1819268 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1819401.500000 Penalty: 4893.017578
	Iteration 23Q: 3 clusters Score -1819402 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1819518.000000 Penalty: 4893.017578
	Iteration 24Q: 3 clusters Score -1819518 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1819610.250000 Penalty: 4893.017578
	Iteration 25Q: 3 clusters Score -1819610 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1819687.375000 Penalty: 4893.017578
	Iteration 26Q: 3 clusters Score -1819687 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1819745.500000 Penalty: 4893.017578
	Iteration 27Q: 3 clusters Score -1819746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1819817.125000 Penalty: 4893.017578
	Iteration 28Q: 3 clusters Score -1819817 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1819877.875000 Penalty: 4893.017578
	Iteration 29Q: 3 clusters Score -1819878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1819943.625000 Penalty: 4893.017578
	Iteration 30Q: 3 clusters Score -1819944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1819999.625000 Penalty: 4893.017578
	Iteration 31Q: 3 clusters Score -1820000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1820044.000000 Penalty: 4893.017578
	Iteration 32Q: 3 clusters Score -1820044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1820075.875000 Penalty: 4893.017578
	Iteration 33Q: 3 clusters Score -1820076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1820105.875000 Penalty: 4893.017578
	Iteration 34Q: 3 clusters Score -1820106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1820124.750000 Penalty: 4893.017578
	Iteration 35Q: 3 clusters Score -1820125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1820136.625000 Penalty: 4893.017578
	Iteration 36Q: 3 clusters Score -1820137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1820150.250000 Penalty: 4893.017578
	Iteration 37Q: 3 clusters Score -1820150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1820160.625000 Penalty: 4893.017578
	Iteration 38Q: 3 clusters Score -1820161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1820171.375000 Penalty: 4893.017578
	Iteration 39Q: 3 clusters Score -1820171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1820180.625000 Penalty: 4893.017578
	Iteration 40F: 3 clusters Score -1820181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1820197.125000 Penalty: 4893.017578
	Iteration 41Q: 3 clusters Score -1820197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1820210.250000 Penalty: 4893.017578
	Iteration 42Q: 3 clusters Score -1820210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1820224.625000 Penalty: 4893.017578
	Iteration 43Q: 3 clusters Score -1820225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1820238.375000 Penalty: 4893.017578
	Iteration 44Q: 3 clusters Score -1820238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1820256.125000 Penalty: 4893.017578
	Iteration 45Q: 3 clusters Score -1820256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1820268.250000 Penalty: 4893.017578
	Iteration 46Q: 3 clusters Score -1820268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1820283.125000 Penalty: 4893.017578
	Iteration 47Q: 3 clusters Score -1820283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1820292.750000 Penalty: 4893.017578
	Iteration 48Q: 3 clusters Score -1820293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1820306.250000 Penalty: 4893.017578
	Iteration 49Q: 3 clusters Score -1820306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1820311.250000 Penalty: 4893.017578
	Iteration 50Q: 3 clusters Score -1820311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1820320.250000 Penalty: 4893.017578
	Iteration 51Q: 3 clusters Score -1820320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1820327.375000 Penalty: 4893.017578
	Iteration 52Q: 3 clusters Score -1820327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1820332.250000 Penalty: 4893.017578
	Iteration 53Q: 3 clusters Score -1820332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1820335.625000 Penalty: 4893.017578
	Iteration 54Q: 3 clusters Score -1820336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1820338.250000 Penalty: 4893.017578
	Iteration 55Q: 3 clusters Score -1820338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1820344.750000 Penalty: 4893.017578
	Iteration 56Q: 3 clusters Score -1820345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1820356.875000 Penalty: 4893.017578
	Iteration 57Q: 3 clusters Score -1820357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1820362.625000 Penalty: 4893.017578
	Iteration 58Q: 3 clusters Score -1820363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1820378.875000 Penalty: 4893.017578
	Iteration 59Q: 3 clusters Score -1820379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1820395.625000 Penalty: 4893.017578
	Iteration 60F: 3 clusters Score -1820396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1820425.000000 Penalty: 4893.017578
	Iteration 61Q: 3 clusters Score -1820425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1820477.250000 Penalty: 4893.017578
	Iteration 62Q: 3 clusters Score -1820477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1820525.375000 Penalty: 4893.017578
	Iteration 63Q: 3 clusters Score -1820525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1820571.875000 Penalty: 4893.017578
	Iteration 64Q: 3 clusters Score -1820572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1820600.125000 Penalty: 4893.017578
	Iteration 65Q: 3 clusters Score -1820600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1820677.250000 Penalty: 4893.017578
	Iteration 66Q: 3 clusters Score -1820677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1820769.250000 Penalty: 4893.017578
	Iteration 67Q: 3 clusters Score -1820769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1820896.875000 Penalty: 4893.017578
	Iteration 68Q: 3 clusters Score -1820897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1821004.750000 Penalty: 4893.017578
	Iteration 69Q: 3 clusters Score -1821005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1821075.500000 Penalty: 4893.017578
	Iteration 70Q: 3 clusters Score -1821076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1821121.750000 Penalty: 4893.017578
	Iteration 71Q: 3 clusters Score -1821122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1821142.750000 Penalty: 4893.017578
	Iteration 72Q: 3 clusters Score -1821143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1821156.375000 Penalty: 4893.017578
	Iteration 73Q: 3 clusters Score -1821156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1821163.125000 Penalty: 4893.017578
	Iteration 74Q: 3 clusters Score -1821163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1821169.500000 Penalty: 4893.017578
	Iteration 75Q: 3 clusters Score -1821170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1821171.750000 Penalty: 4893.017578
	Iteration 76Q: 3 clusters Score -1821172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1821175.250000 Penalty: 4893.017578
	Iteration 77Q: 3 clusters Score -1821175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1821176.125000 Penalty: 4893.017578
	Iteration 78Q: 3 clusters Score -1821176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1821172.375000 Penalty: 4893.017578
	Iteration 79Q: 3 clusters Score -1821172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1821172.875000 Penalty: 4893.017578
	Iteration 80F: 3 clusters Score -1821173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1821178.375000 Penalty: 4893.017578
	Iteration 81Q: 3 clusters Score -1821178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1821181.500000 Penalty: 4893.017578
	Iteration 82Q: 3 clusters Score -1821182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1821183.750000 Penalty: 4893.017578
	Iteration 83Q: 3 clusters Score -1821184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1821183.750000 Penalty: 4893.017578
	Iteration 84F: 3 clusters Score -1821184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Entering Unmasked Estep 
Score: -10100868.000000 Penalty: 2911.092041
	Iteration 0F: 2 clusters Score -1.010087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -10016976.000000 Penalty: 5822.184082
	Iteration 0F: 3 clusters Score -1.001698e+07 nChanged 59598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -10051276.000000 Penalty: 5822.184082
	Iteration 1F: 3 clusters Score -1.005128e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -10051961.000000 Penalty: 5822.184082
	Iteration 2Q: 3 clusters Score -1.005196e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -10052844.000000 Penalty: 5822.184082
	Iteration 3Q: 3 clusters Score -1.005284e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -10054134.000000 Penalty: 5822.184082
	Iteration 4Q: 3 clusters Score -1.005413e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -10056248.000000 Penalty: 5822.184082
	Iteration 5Q: 3 clusters Score -1.005625e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -10059811.000000 Penalty: 5822.184082
	Iteration 6F: 3 clusters Score -1.005981e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -10066130.000000 Penalty: 5822.184082
	Iteration 7F: 3 clusters Score -1.006613e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -10075425.000000 Penalty: 5822.184082
	Iteration 8F: 3 clusters Score -1.007542e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -10085684.000000 Penalty: 5822.184082
	Iteration 9F: 3 clusters Score -1.008568e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -10093087.000000 Penalty: 5822.184082
	Iteration 10F: 3 clusters Score -1.009309e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 123433 members 
Entering Unmasked Estep 
Score: -10096557.000000 Penalty: 5822.184082
	Iteration 11Q: 3 clusters Score -1.009656e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -10097708.000000 Penalty: 5822.184082
	Iteration 12Q: 3 clusters Score -1.009771e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 124958 members 
Entering Unmasked Estep 
Score: -10098085.000000 Penalty: 5822.184082
	Iteration 13Q: 3 clusters Score -1.009808e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -10098203.000000 Penalty: 5822.184082
	Iteration 14Q: 3 clusters Score -1.00982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -10098258.000000 Penalty: 5822.184082
	Iteration 15Q: 3 clusters Score -1.009826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -10098297.000000 Penalty: 5822.184082
	Iteration 16Q: 3 clusters Score -1.00983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -10098337.000000 Penalty: 5822.184082
	Iteration 17Q: 3 clusters Score -1.009834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -10098362.000000 Penalty: 5822.184082
	Iteration 18Q: 3 clusters Score -1.009836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125079 members 
Entering Unmasked Estep 
Score: -10098367.000000 Penalty: 5822.184082
	Iteration 19Q: 3 clusters Score -1.009837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -10098377.000000 Penalty: 5822.184082
	Iteration 20F: 3 clusters Score -1.009838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -10098377.000000 Penalty: 5822.184082
	Iteration 21Q: 3 clusters Score -1.009838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -10098376.000000 Penalty: 5822.184082
	Iteration 22Q: 3 clusters Score -1.009838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -10098376.000000 Penalty: 5822.184082
	Iteration 23F: 3 clusters Score -1.009838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Entering Unmasked Estep 
Score: -3587630.500000 Penalty: 2652.322754
	Iteration 0F: 2 clusters Score -3587630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3557898.000000 Penalty: 5304.645508
	Iteration 0F: 3 clusters Score -3557898 nChanged 20287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3568829.250000 Penalty: 5304.645508
	Iteration 1F: 3 clusters Score -3568829 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3569315.000000 Penalty: 5304.645508
	Iteration 2Q: 3 clusters Score -3569315 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3569803.000000 Penalty: 5304.645508
	Iteration 3Q: 3 clusters Score -3569803 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3570317.000000 Penalty: 5304.645508
	Iteration 4Q: 3 clusters Score -3570317 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3570857.000000 Penalty: 5304.645508
	Iteration 5Q: 3 clusters Score -3570857 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3571473.750000 Penalty: 5304.645508
	Iteration 6Q: 3 clusters Score -3571474 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3572167.000000 Penalty: 5304.645508
	Iteration 7Q: 3 clusters Score -3572167 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3572992.250000 Penalty: 5304.645508
	Iteration 8Q: 3 clusters Score -3572992 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3573994.500000 Penalty: 5304.645508
	Iteration 9Q: 3 clusters Score -3573994 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3575184.000000 Penalty: 5304.645508
	Iteration 10Q: 3 clusters Score -3575184 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3576561.000000 Penalty: 5304.645508
	Iteration 11Q: 3 clusters Score -3576561 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3577897.250000 Penalty: 5304.645508
	Iteration 12Q: 3 clusters Score -3577897 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3578955.000000 Penalty: 5304.645508
	Iteration 13Q: 3 clusters Score -3578955 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3579555.000000 Penalty: 5304.645508
	Iteration 14Q: 3 clusters Score -3579555 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3579893.500000 Penalty: 5304.645508
	Iteration 15Q: 3 clusters Score -3579894 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3580139.000000 Penalty: 5304.645508
	Iteration 16Q: 3 clusters Score -3580139 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3580345.500000 Penalty: 5304.645508
	Iteration 17Q: 3 clusters Score -3580346 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3580560.250000 Penalty: 5304.645508
	Iteration 18Q: 3 clusters Score -3580560 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3580774.000000 Penalty: 5304.645508
	Iteration 19Q: 3 clusters Score -3580774 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3581013.250000 Penalty: 5304.645508
	Iteration 20F: 3 clusters Score -3581013 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3581233.500000 Penalty: 5304.645508
	Iteration 21Q: 3 clusters Score -3581234 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3581436.000000 Penalty: 5304.645508
	Iteration 22Q: 3 clusters Score -3581436 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3581673.750000 Penalty: 5304.645508
	Iteration 23Q: 3 clusters Score -3581674 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3581923.750000 Penalty: 5304.645508
	Iteration 24Q: 3 clusters Score -3581924 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3582188.000000 Penalty: 5304.645508
	Iteration 25Q: 3 clusters Score -3582188 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3582439.500000 Penalty: 5304.645508
	Iteration 26Q: 3 clusters Score -3582440 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3582680.250000 Penalty: 5304.645508
	Iteration 27Q: 3 clusters Score -3582680 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3582914.250000 Penalty: 5304.645508
	Iteration 28Q: 3 clusters Score -3582914 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3583118.750000 Penalty: 5304.645508
	Iteration 29Q: 3 clusters Score -3583119 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3583328.250000 Penalty: 5304.645508
	Iteration 30Q: 3 clusters Score -3583328 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3583553.750000 Penalty: 5304.645508
	Iteration 31Q: 3 clusters Score -3583554 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3583736.250000 Penalty: 5304.645508
	Iteration 32Q: 3 clusters Score -3583736 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3583932.000000 Penalty: 5304.645508
	Iteration 33Q: 3 clusters Score -3583932 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3584118.750000 Penalty: 5304.645508
	Iteration 34Q: 3 clusters Score -3584119 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3584305.500000 Penalty: 5304.645508
	Iteration 35Q: 3 clusters Score -3584306 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3584472.750000 Penalty: 5304.645508
	Iteration 36Q: 3 clusters Score -3584473 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3584625.750000 Penalty: 5304.645508
	Iteration 37Q: 3 clusters Score -3584626 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3584763.750000 Penalty: 5304.645508
	Iteration 38Q: 3 clusters Score -3584764 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3584885.750000 Penalty: 5304.645508
	Iteration 39Q: 3 clusters Score -3584886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3584998.250000 Penalty: 5304.645508
	Iteration 40F: 3 clusters Score -3584998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3585062.500000 Penalty: 5304.645508
	Iteration 41Q: 3 clusters Score -3585062 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3585130.500000 Penalty: 5304.645508
	Iteration 42Q: 3 clusters Score -3585130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3585196.500000 Penalty: 5304.645508
	Iteration 43Q: 3 clusters Score -3585196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3585234.750000 Penalty: 5304.645508
	Iteration 44Q: 3 clusters Score -3585235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3585289.000000 Penalty: 5304.645508
	Iteration 45Q: 3 clusters Score -3585289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3585321.500000 Penalty: 5304.645508
	Iteration 46Q: 3 clusters Score -3585322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3585340.500000 Penalty: 5304.645508
	Iteration 47Q: 3 clusters Score -3585340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3585359.250000 Penalty: 5304.645508
	Iteration 48Q: 3 clusters Score -3585359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3585366.000000 Penalty: 5304.645508
	Iteration 49Q: 3 clusters Score -3585366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3585375.000000 Penalty: 5304.645508
	Iteration 50Q: 3 clusters Score -3585375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3585387.250000 Penalty: 5304.645508
	Iteration 51Q: 3 clusters Score -3585387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3585383.500000 Penalty: 5304.645508
	Iteration 52Q: 3 clusters Score -3585384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3585392.000000 Penalty: 5304.645508
	Iteration 53Q: 3 clusters Score -3585392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3585385.500000 Penalty: 5304.645508
	Iteration 54Q: 3 clusters Score -3585386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3585389.000000 Penalty: 5304.645508
	Iteration 55Q: 3 clusters Score -3585389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3585387.750000 Penalty: 5304.645508
	Iteration 56Q: 3 clusters Score -3585388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3585392.250000 Penalty: 5304.645508
	Iteration 57Q: 3 clusters Score -3585392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3585393.250000 Penalty: 5304.645508
	Iteration 58Q: 3 clusters Score -3585393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3585403.500000 Penalty: 5304.645508
	Iteration 59Q: 3 clusters Score -3585404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3585404.250000 Penalty: 5304.645508
	Iteration 60F: 3 clusters Score -3585404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3585407.500000 Penalty: 5304.645508
	Iteration 61Q: 3 clusters Score -3585408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3585408.750000 Penalty: 5304.645508
	Iteration 62Q: 3 clusters Score -3585409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3585414.500000 Penalty: 5304.645508
	Iteration 63Q: 3 clusters Score -3585414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3585412.250000 Penalty: 5304.645508
	Iteration 64Q: 3 clusters Score -3585412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3585416.250000 Penalty: 5304.645508
	Iteration 65Q: 3 clusters Score -3585416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3585418.000000 Penalty: 5304.645508
	Iteration 66Q: 3 clusters Score -3585418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3585421.500000 Penalty: 5304.645508
	Iteration 67Q: 3 clusters Score -3585422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3585422.750000 Penalty: 5304.645508
	Iteration 68Q: 3 clusters Score -3585423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3585424.000000 Penalty: 5304.645508
	Iteration 69Q: 3 clusters Score -3585424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3585425.750000 Penalty: 5304.645508
	Iteration 70Q: 3 clusters Score -3585426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3585424.250000 Penalty: 5304.645508
	Iteration 71Q: 3 clusters Score -3585424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3585425.000000 Penalty: 5304.645508
	Iteration 72Q: 3 clusters Score -3585425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3585425.000000 Penalty: 5304.645508
	Iteration 73F: 3 clusters Score -3585425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -232680.250000 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -232680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -228942.218750 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -228942.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -230273.656250 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -230273.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -230907.328125 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -230907.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -231314.437500 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -231314.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -231542.906250 Penalty: 4091.919189
	Iteration 4F: 3 clusters Score -231542.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -231678.140625 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -231678.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -231782.937500 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -231782.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -231861.765625 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -231861.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -231931.562500 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -231931.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -232007.468750 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -232007.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -232115.531250 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -232115.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -232153.328125 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -232153.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -232165.984375 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -232166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -232184.203125 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -232184.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -232210.875000 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -232210.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -232231.609375 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -232231.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -232261.656250 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -232261.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -232307.187500 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -232307.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -232353.812500 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -232353.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -232390.578125 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -232390.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -232421.890625 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -232421.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -232453.671875 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -232453.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -232482.281250 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -232482.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -232509.000000 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -232509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -232530.734375 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -232530.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -232548.000000 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -232548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -232568.703125 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -232568.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -232586.750000 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -232586.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -232603.890625 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -232603.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -232614.343750 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -232614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -232618.406250 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -232618.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -232622.046875 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -232622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -232623.750000 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -232623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -232624.609375 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -232624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -232624.234375 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -232624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -232625.609375 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -232625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -232626.578125 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -232626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -232628.078125 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -232628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -232628.984375 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -232629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -232628.984375 Penalty: 4091.919189
	Iteration 39F: 3 clusters Score -232629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -321683.125000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -321683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -317673.406250 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -317673.4 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -318526.500000 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -318526.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -318714.125000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -318714.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -318836.656250 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -318836.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -318919.312500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -318919.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -318973.562500 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -318973.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -319019.187500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -319019.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -319057.906250 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -319057.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -319102.218750 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -319102.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -319149.281250 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -319149.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -319203.531250 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -319203.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -319252.937500 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -319252.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -319302.375000 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -319302.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -319344.437500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -319344.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -319380.437500 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -319380.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -319415.562500 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -319415.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -319444.500000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -319444.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -319473.000000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -319473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -319500.625000 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -319500.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -319530.718750 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -319530.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -319555.250000 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -319555.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -319573.750000 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -319573.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -319589.312500 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -319589.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -319602.125000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -319602.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -319609.968750 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -319610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -319617.156250 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -319617.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -319622.062500 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -319622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -319624.531250 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -319624.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -319630.312500 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -319630.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -319636.062500 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -319636.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -319640.656250 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -319640.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -319644.250000 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -319644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -319651.718750 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -319651.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -319657.375000 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -319657.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -319664.937500 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -319664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -319669.500000 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -319669.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -319674.437500 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -319674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -319679.687500 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -319679.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -319685.062500 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -319685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -319688.875000 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -319688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -319692.781250 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -319692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -319696.062500 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -319696.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -319700.875000 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -319700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -319705.718750 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -319705.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -319714.343750 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -319714.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -319723.750000 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -319723.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -319730.812500 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -319730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -319740.406250 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -319740.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -319750.843750 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -319750.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -319758.093750 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -319758.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -319765.718750 Penalty: 4127.907715
	Iteration 50Q: 3 clusters Score -319765.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -319770.875000 Penalty: 4127.907715
	Iteration 51Q: 3 clusters Score -319770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -319776.625000 Penalty: 4127.907715
	Iteration 52Q: 3 clusters Score -319776.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -319783.625000 Penalty: 4127.907715
	Iteration 53Q: 3 clusters Score -319783.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -319790.593750 Penalty: 4127.907715
	Iteration 54Q: 3 clusters Score -319790.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -319799.500000 Penalty: 4127.907715
	Iteration 55Q: 3 clusters Score -319799.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -319805.281250 Penalty: 4127.907715
	Iteration 56Q: 3 clusters Score -319805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -319808.875000 Penalty: 4127.907715
	Iteration 57Q: 3 clusters Score -319808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -319815.437500 Penalty: 4127.907715
	Iteration 58Q: 3 clusters Score -319815.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -319820.718750 Penalty: 4127.907715
	Iteration 59Q: 3 clusters Score -319820.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -319825.156250 Penalty: 4127.907715
	Iteration 60F: 3 clusters Score -319825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -319829.656250 Penalty: 4127.907715
	Iteration 61Q: 3 clusters Score -319829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -319832.968750 Penalty: 4127.907715
	Iteration 62Q: 3 clusters Score -319833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -319837.406250 Penalty: 4127.907715
	Iteration 63Q: 3 clusters Score -319837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -319840.468750 Penalty: 4127.907715
	Iteration 64Q: 3 clusters Score -319840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -319841.750000 Penalty: 4127.907715
	Iteration 65Q: 3 clusters Score -319841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -319843.000000 Penalty: 4127.907715
	Iteration 66Q: 3 clusters Score -319843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -319843.000000 Penalty: 4127.907715
	Iteration 67F: 3 clusters Score -319843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Entering Unmasked Estep 
Score: -1507243.250000 Penalty: 2439.131836
	Iteration 0F: 2 clusters Score -1507243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1494059.375000 Penalty: 4878.263672
	Iteration 0F: 3 clusters Score -1494059 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1498316.500000 Penalty: 4878.263672
	Iteration 1F: 3 clusters Score -1498316 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1498845.250000 Penalty: 4878.263672
	Iteration 2F: 3 clusters Score -1498845 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1499455.375000 Penalty: 4878.263672
	Iteration 3F: 3 clusters Score -1499455 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1500218.000000 Penalty: 4878.263672
	Iteration 4F: 3 clusters Score -1500218 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1501051.875000 Penalty: 4878.263672
	Iteration 5F: 3 clusters Score -1501052 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1501894.125000 Penalty: 4878.263672
	Iteration 6F: 3 clusters Score -1501894 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1502639.750000 Penalty: 4878.263672
	Iteration 7F: 3 clusters Score -1502640 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1503139.250000 Penalty: 4878.263672
	Iteration 8F: 3 clusters Score -1503139 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1503427.125000 Penalty: 4878.263672
	Iteration 9Q: 3 clusters Score -1503427 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1503616.500000 Penalty: 4878.263672
	Iteration 10Q: 3 clusters Score -1503616 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1503749.000000 Penalty: 4878.263672
	Iteration 11Q: 3 clusters Score -1503749 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1503852.250000 Penalty: 4878.263672
	Iteration 12Q: 3 clusters Score -1503852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1503929.125000 Penalty: 4878.263672
	Iteration 13Q: 3 clusters Score -1503929 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1503992.750000 Penalty: 4878.263672
	Iteration 14Q: 3 clusters Score -1503993 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1504061.625000 Penalty: 4878.263672
	Iteration 15Q: 3 clusters Score -1504062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1504144.125000 Penalty: 4878.263672
	Iteration 16Q: 3 clusters Score -1504144 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1504204.000000 Penalty: 4878.263672
	Iteration 17Q: 3 clusters Score -1504204 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1504270.875000 Penalty: 4878.263672
	Iteration 18Q: 3 clusters Score -1504271 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1504331.375000 Penalty: 4878.263672
	Iteration 19Q: 3 clusters Score -1504331 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1504383.875000 Penalty: 4878.263672
	Iteration 20F: 3 clusters Score -1504384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1504444.375000 Penalty: 4878.263672
	Iteration 21Q: 3 clusters Score -1504444 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1504498.250000 Penalty: 4878.263672
	Iteration 22Q: 3 clusters Score -1504498 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1504560.750000 Penalty: 4878.263672
	Iteration 23Q: 3 clusters Score -1504561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1504621.000000 Penalty: 4878.263672
	Iteration 24Q: 3 clusters Score -1504621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1504668.000000 Penalty: 4878.263672
	Iteration 25Q: 3 clusters Score -1504668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1504717.250000 Penalty: 4878.263672
	Iteration 26Q: 3 clusters Score -1504717 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1504759.000000 Penalty: 4878.263672
	Iteration 27Q: 3 clusters Score -1504759 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1504803.500000 Penalty: 4878.263672
	Iteration 28Q: 3 clusters Score -1504804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1504845.875000 Penalty: 4878.263672
	Iteration 29Q: 3 clusters Score -1504846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1504870.500000 Penalty: 4878.263672
	Iteration 30Q: 3 clusters Score -1504870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1504891.500000 Penalty: 4878.263672
	Iteration 31Q: 3 clusters Score -1504892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1504908.500000 Penalty: 4878.263672
	Iteration 32Q: 3 clusters Score -1504908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1504931.250000 Penalty: 4878.263672
	Iteration 33Q: 3 clusters Score -1504931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1504961.625000 Penalty: 4878.263672
	Iteration 34Q: 3 clusters Score -1504962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1504980.000000 Penalty: 4878.263672
	Iteration 35Q: 3 clusters Score -1504980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1504999.875000 Penalty: 4878.263672
	Iteration 36Q: 3 clusters Score -1505000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1505021.875000 Penalty: 4878.263672
	Iteration 37Q: 3 clusters Score -1505022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1505034.500000 Penalty: 4878.263672
	Iteration 38Q: 3 clusters Score -1505034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1505041.875000 Penalty: 4878.263672
	Iteration 39Q: 3 clusters Score -1505042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1505056.375000 Penalty: 4878.263672
	Iteration 40F: 3 clusters Score -1505056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1505065.000000 Penalty: 4878.263672
	Iteration 41Q: 3 clusters Score -1505065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1505071.750000 Penalty: 4878.263672
	Iteration 42Q: 3 clusters Score -1505072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1505074.875000 Penalty: 4878.263672
	Iteration 43Q: 3 clusters Score -1505075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1505079.250000 Penalty: 4878.263672
	Iteration 44Q: 3 clusters Score -1505079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1505082.000000 Penalty: 4878.263672
	Iteration 45Q: 3 clusters Score -1505082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1505094.000000 Penalty: 4878.263672
	Iteration 46Q: 3 clusters Score -1505094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1505106.375000 Penalty: 4878.263672
	Iteration 47Q: 3 clusters Score -1505106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1505115.500000 Penalty: 4878.263672
	Iteration 48Q: 3 clusters Score -1505116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1505122.500000 Penalty: 4878.263672
	Iteration 49Q: 3 clusters Score -1505122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1505126.375000 Penalty: 4878.263672
	Iteration 50Q: 3 clusters Score -1505126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1505128.000000 Penalty: 4878.263672
	Iteration 51Q: 3 clusters Score -1505128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1505132.500000 Penalty: 4878.263672
	Iteration 52Q: 3 clusters Score -1505132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1505138.750000 Penalty: 4878.263672
	Iteration 53Q: 3 clusters Score -1505139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1505138.375000 Penalty: 4878.263672
	Iteration 54Q: 3 clusters Score -1505138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1505145.125000 Penalty: 4878.263672
	Iteration 55Q: 3 clusters Score -1505145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1505148.625000 Penalty: 4878.263672
	Iteration 56Q: 3 clusters Score -1505149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1505155.625000 Penalty: 4878.263672
	Iteration 57Q: 3 clusters Score -1505156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1505159.500000 Penalty: 4878.263672
	Iteration 58Q: 3 clusters Score -1505160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1505165.375000 Penalty: 4878.263672
	Iteration 59Q: 3 clusters Score -1505165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1505169.500000 Penalty: 4878.263672
	Iteration 60F: 3 clusters Score -1505170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1505174.375000 Penalty: 4878.263672
	Iteration 61Q: 3 clusters Score -1505174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1505186.000000 Penalty: 4878.263672
	Iteration 62Q: 3 clusters Score -1505186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1505188.625000 Penalty: 4878.263672
	Iteration 63Q: 3 clusters Score -1505189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1505194.750000 Penalty: 4878.263672
	Iteration 64Q: 3 clusters Score -1505195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1505197.000000 Penalty: 4878.263672
	Iteration 65Q: 3 clusters Score -1505197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1505196.875000 Penalty: 4878.263672
	Iteration 66Q: 3 clusters Score -1505197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1505202.000000 Penalty: 4878.263672
	Iteration 67Q: 3 clusters Score -1505202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1505208.750000 Penalty: 4878.263672
	Iteration 68Q: 3 clusters Score -1505209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1505206.875000 Penalty: 4878.263672
	Iteration 69Q: 3 clusters Score -1505207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1505208.875000 Penalty: 4878.263672
	Iteration 70Q: 3 clusters Score -1505209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1505212.375000 Penalty: 4878.263672
	Iteration 71Q: 3 clusters Score -1505212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1505212.875000 Penalty: 4878.263672
	Iteration 72Q: 3 clusters Score -1505213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1505210.750000 Penalty: 4878.263672
	Iteration 73Q: 3 clusters Score -1505211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1505210.750000 Penalty: 4878.263672
	Iteration 74F: 3 clusters Score -1505211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -35549.308594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -35549.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34043.582031 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -34043.58 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34305.605469 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -34305.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34417.160156 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -34417.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34492.656250 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -34492.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34519.042969 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -34519.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34545.359375 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -34545.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34569.160156 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -34569.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34577.894531 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -34577.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -34593.695312 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -34593.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34614.378906 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -34614.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34639.093750 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -34639.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34659.980469 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -34659.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34663.898438 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -34663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34665.488281 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -34665.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34668.199219 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -34668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34669.507812 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -34669.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34669.507812 Penalty: 3124.278809
	Iteration 16F: 3 clusters Score -34669.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (123814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Entering Unmasked Estep 
Score: -12201625.000000 Penalty: 2908.180908
	Iteration 0F: 2 clusters Score -1.220162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -12119639.000000 Penalty: 5816.361816
	Iteration 0F: 3 clusters Score -1.211964e+07 nChanged 59121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -12153561.000000 Penalty: 5816.361816
	Iteration 1F: 3 clusters Score -1.215356e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -12154483.000000 Penalty: 5816.361816
	Iteration 2Q: 3 clusters Score -1.215448e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -12155430.000000 Penalty: 5816.361816
	Iteration 3Q: 3 clusters Score -1.215543e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -12156716.000000 Penalty: 5816.361816
	Iteration 4Q: 3 clusters Score -1.215672e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -12158453.000000 Penalty: 5816.361816
	Iteration 5Q: 3 clusters Score -1.215845e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -12160696.000000 Penalty: 5816.361816
	Iteration 6Q: 3 clusters Score -1.21607e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -12163398.000000 Penalty: 5816.361816
	Iteration 7Q: 3 clusters Score -1.21634e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -12166843.000000 Penalty: 5816.361816
	Iteration 8F: 3 clusters Score -1.216684e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -12171017.000000 Penalty: 5816.361816
	Iteration 9F: 3 clusters Score -1.217102e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -12175703.000000 Penalty: 5816.361816
	Iteration 10F: 3 clusters Score -1.21757e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -12180769.000000 Penalty: 5816.361816
	Iteration 11F: 3 clusters Score -1.218077e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -12185728.000000 Penalty: 5816.361816
	Iteration 12F: 3 clusters Score -1.218573e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -12190010.000000 Penalty: 5816.361816
	Iteration 13Q: 3 clusters Score -1.219001e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113246 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -12193059.000000 Penalty: 5816.361816
	Iteration 14Q: 3 clusters Score -1.219306e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -12195214.000000 Penalty: 5816.361816
	Iteration 15Q: 3 clusters Score -1.219521e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118472 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -12196600.000000 Penalty: 5816.361816
	Iteration 16Q: 3 clusters Score -1.21966e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119873 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -12197451.000000 Penalty: 5816.361816
	Iteration 17Q: 3 clusters Score -1.219745e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120805 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -12197948.000000 Penalty: 5816.361816
	Iteration 18Q: 3 clusters Score -1.219795e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121430 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -12198330.000000 Penalty: 5816.361816
	Iteration 19Q: 3 clusters Score -1.219833e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -12198594.000000 Penalty: 5816.361816
	Iteration 20F: 3 clusters Score -1.219859e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12198743.000000 Penalty: 5816.361816
	Iteration 21Q: 3 clusters Score -1.219874e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122347 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12198848.000000 Penalty: 5816.361816
	Iteration 22Q: 3 clusters Score -1.219885e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12198924.000000 Penalty: 5816.361816
	Iteration 23Q: 3 clusters Score -1.219892e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122606 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12198965.000000 Penalty: 5816.361816
	Iteration 24Q: 3 clusters Score -1.219896e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12199033.000000 Penalty: 5816.361816
	Iteration 25Q: 3 clusters Score -1.219903e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12199045.000000 Penalty: 5816.361816
	Iteration 26Q: 3 clusters Score -1.219904e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12199094.000000 Penalty: 5816.361816
	Iteration 27Q: 3 clusters Score -1.219909e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12199122.000000 Penalty: 5816.361816
	Iteration 28Q: 3 clusters Score -1.219912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12199147.000000 Penalty: 5816.361816
	Iteration 29Q: 3 clusters Score -1.219915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122917 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12199170.000000 Penalty: 5816.361816
	Iteration 30Q: 3 clusters Score -1.219917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12199189.000000 Penalty: 5816.361816
	Iteration 31Q: 3 clusters Score -1.219919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122956 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12199220.000000 Penalty: 5816.361816
	Iteration 32Q: 3 clusters Score -1.219922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12199226.000000 Penalty: 5816.361816
	Iteration 33Q: 3 clusters Score -1.219923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122988 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12199238.000000 Penalty: 5816.361816
	Iteration 34Q: 3 clusters Score -1.219924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12199231.000000 Penalty: 5816.361816
	Iteration 35Q: 3 clusters Score -1.219923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123002 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12199248.000000 Penalty: 5816.361816
	Iteration 36Q: 3 clusters Score -1.219925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12199252.000000 Penalty: 5816.361816
	Iteration 37Q: 3 clusters Score -1.219925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12199268.000000 Penalty: 5816.361816
	Iteration 38Q: 3 clusters Score -1.219927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12199257.000000 Penalty: 5816.361816
	Iteration 39Q: 3 clusters Score -1.219926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12199257.000000 Penalty: 5816.361816
	Iteration 40F: 3 clusters Score -1.219926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123027 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12199261.000000 Penalty: 5816.361816
	Iteration 41Q: 3 clusters Score -1.219926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12199268.000000 Penalty: 5816.361816
	Iteration 42Q: 3 clusters Score -1.219927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123032 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12199253.000000 Penalty: 5816.361816
	Iteration 43Q: 3 clusters Score -1.219925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12199262.000000 Penalty: 5816.361816
	Iteration 44Q: 3 clusters Score -1.219926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -12199262.000000 Penalty: 5816.361816
	Iteration 45F: 3 clusters Score -1.219926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Entering Unmasked Estep 
Score: -13929337.000000 Penalty: 2986.477295
	Iteration 0F: 2 clusters Score -1.392934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -13815597.000000 Penalty: 5972.954590
	Iteration 0F: 3 clusters Score -1.38156e+07 nChanged 81527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -13863055.000000 Penalty: 5972.954590
	Iteration 1F: 3 clusters Score -1.386306e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -13864234.000000 Penalty: 5972.954590
	Iteration 2Q: 3 clusters Score -1.386423e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -13866048.000000 Penalty: 5972.954590
	Iteration 3Q: 3 clusters Score -1.386605e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -13869001.000000 Penalty: 5972.954590
	Iteration 4Q: 3 clusters Score -1.3869e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 106803 members 
Entering Unmasked Estep 
Score: -13873710.000000 Penalty: 5972.954590
	Iteration 5F: 3 clusters Score -1.387371e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 116976 members 
Entering Unmasked Estep 
Score: -13881297.000000 Penalty: 5972.954590
	Iteration 6F: 3 clusters Score -1.38813e+07 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 129050 members 
Entering Unmasked Estep 
Score: -13891369.000000 Penalty: 5972.954590
	Iteration 7F: 3 clusters Score -1.389137e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 141331 members 
Entering Unmasked Estep 
Score: -13902007.000000 Penalty: 5972.954590
	Iteration 8F: 3 clusters Score -1.390201e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -13911283.000000 Penalty: 5972.954590
	Iteration 9F: 3 clusters Score -1.391128e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 159957 members 
Entering Unmasked Estep 
Score: -13918362.000000 Penalty: 5972.954590
	Iteration 10Q: 3 clusters Score -1.391836e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -13922939.000000 Penalty: 5972.954590
	Iteration 11Q: 3 clusters Score -1.392294e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 167435 members 
Entering Unmasked Estep 
Score: -13925106.000000 Penalty: 5972.954590
	Iteration 12Q: 3 clusters Score -1.392511e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -13925967.000000 Penalty: 5972.954590
	Iteration 13Q: 3 clusters Score -1.392597e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -13926463.000000 Penalty: 5972.954590
	Iteration 14Q: 3 clusters Score -1.392646e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -13926710.000000 Penalty: 5972.954590
	Iteration 15Q: 3 clusters Score -1.392671e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -13926803.000000 Penalty: 5972.954590
	Iteration 16Q: 3 clusters Score -1.39268e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -13926891.000000 Penalty: 5972.954590
	Iteration 17Q: 3 clusters Score -1.392689e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -13926930.000000 Penalty: 5972.954590
	Iteration 18Q: 3 clusters Score -1.392693e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 169130 members 
Entering Unmasked Estep 
Score: -13926973.000000 Penalty: 5972.954590
	Iteration 19Q: 3 clusters Score -1.392697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -13927021.000000 Penalty: 5972.954590
	Iteration 20F: 3 clusters Score -1.392702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 169148 members 
Entering Unmasked Estep 
Score: -13927050.000000 Penalty: 5972.954590
	Iteration 21Q: 3 clusters Score -1.392705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 169146 members 
Entering Unmasked Estep 
Score: -13927071.000000 Penalty: 5972.954590
	Iteration 22Q: 3 clusters Score -1.392707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -13927071.000000 Penalty: 5972.954590
	Iteration 23Q: 3 clusters Score -1.392707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 169141 members 
Entering Unmasked Estep 
Score: -13927095.000000 Penalty: 5972.954590
	Iteration 24Q: 3 clusters Score -1.39271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -13927100.000000 Penalty: 5972.954590
	Iteration 25Q: 3 clusters Score -1.39271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 169136 members 
Entering Unmasked Estep 
Score: -13927099.000000 Penalty: 5972.954590
	Iteration 26Q: 3 clusters Score -1.39271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -13927109.000000 Penalty: 5972.954590
	Iteration 27Q: 3 clusters Score -1.392711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -13927116.000000 Penalty: 5972.954590
	Iteration 28Q: 3 clusters Score -1.392712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 169130 members 
Entering Unmasked Estep 
Score: -13927126.000000 Penalty: 5972.954590
	Iteration 29Q: 3 clusters Score -1.392713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -13927123.000000 Penalty: 5972.954590
	Iteration 30Q: 3 clusters Score -1.392712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -13927118.000000 Penalty: 5972.954590
	Iteration 31Q: 3 clusters Score -1.392712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -13927123.000000 Penalty: 5972.954590
	Iteration 32Q: 3 clusters Score -1.392712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -13927122.000000 Penalty: 5972.954590
	Iteration 33Q: 3 clusters Score -1.392712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 169129 members 
Entering Unmasked Estep 
Score: -13927114.000000 Penalty: 5972.954590
	Iteration 34Q: 3 clusters Score -1.392711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -13927126.000000 Penalty: 5972.954590
	Iteration 35Q: 3 clusters Score -1.392713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -13927125.000000 Penalty: 5972.954590
	Iteration 36Q: 3 clusters Score -1.392712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -13927133.000000 Penalty: 5972.954590
	Iteration 37Q: 3 clusters Score -1.392713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 169124 members 
Entering Unmasked Estep 
Score: -13927138.000000 Penalty: 5972.954590
	Iteration 38Q: 3 clusters Score -1.392714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 169120 members 
Entering Unmasked Estep 
Score: -13927140.000000 Penalty: 5972.954590
	Iteration 39Q: 3 clusters Score -1.392714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -13927148.000000 Penalty: 5972.954590
	Iteration 40F: 3 clusters Score -1.392715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -13927141.000000 Penalty: 5972.954590
	Iteration 41Q: 3 clusters Score -1.392714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -13927148.000000 Penalty: 5972.954590
	Iteration 42Q: 3 clusters Score -1.392715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 169116 members 
Entering Unmasked Estep 
Score: -13927148.000000 Penalty: 5972.954590
	Iteration 43F: 3 clusters Score -1.392715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Entering Unmasked Estep 
Score: -9158020.000000 Penalty: 2820.981689
	Iteration 0F: 2 clusters Score -9158020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -9102042.000000 Penalty: 5641.963379
	Iteration 0F: 3 clusters Score -9102042 nChanged 41136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -9125346.000000 Penalty: 5641.963379
	Iteration 1F: 3 clusters Score -9125346 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -9126064.000000 Penalty: 5641.963379
	Iteration 2Q: 3 clusters Score -9126064 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -9126969.000000 Penalty: 5641.963379
	Iteration 3Q: 3 clusters Score -9126969 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -9128086.000000 Penalty: 5641.963379
	Iteration 4Q: 3 clusters Score -9128086 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -9129883.000000 Penalty: 5641.963379
	Iteration 5Q: 3 clusters Score -9129883 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -9132087.000000 Penalty: 5641.963379
	Iteration 6F: 3 clusters Score -9132087 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -9135199.000000 Penalty: 5641.963379
	Iteration 7F: 3 clusters Score -9135199 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -9139011.000000 Penalty: 5641.963379
	Iteration 8F: 3 clusters Score -9139011 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68098 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -9142836.000000 Penalty: 5641.963379
	Iteration 9F: 3 clusters Score -9142836 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -9146354.000000 Penalty: 5641.963379
	Iteration 10F: 3 clusters Score -9146354 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -9149298.000000 Penalty: 5641.963379
	Iteration 11Q: 3 clusters Score -9149298 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -9151711.000000 Penalty: 5641.963379
	Iteration 12Q: 3 clusters Score -9151711 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -9153361.000000 Penalty: 5641.963379
	Iteration 13Q: 3 clusters Score -9153361 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9154430.000000 Penalty: 5641.963379
	Iteration 14Q: 3 clusters Score -9154430 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -9154963.000000 Penalty: 5641.963379
	Iteration 15Q: 3 clusters Score -9154963 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -9155228.000000 Penalty: 5641.963379
	Iteration 16Q: 3 clusters Score -9155228 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -9155373.000000 Penalty: 5641.963379
	Iteration 17Q: 3 clusters Score -9155373 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -9155543.000000 Penalty: 5641.963379
	Iteration 18Q: 3 clusters Score -9155543 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -9155616.000000 Penalty: 5641.963379
	Iteration 19Q: 3 clusters Score -9155616 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -9155701.000000 Penalty: 5641.963379
	Iteration 20F: 3 clusters Score -9155701 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9155772.000000 Penalty: 5641.963379
	Iteration 21Q: 3 clusters Score -9155772 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -9155828.000000 Penalty: 5641.963379
	Iteration 22Q: 3 clusters Score -9155828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -9155896.000000 Penalty: 5641.963379
	Iteration 23Q: 3 clusters Score -9155896 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9155933.000000 Penalty: 5641.963379
	Iteration 24Q: 3 clusters Score -9155933 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -9155939.000000 Penalty: 5641.963379
	Iteration 25Q: 3 clusters Score -9155939 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -9155955.000000 Penalty: 5641.963379
	Iteration 26Q: 3 clusters Score -9155955 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -9155982.000000 Penalty: 5641.963379
	Iteration 27Q: 3 clusters Score -9155982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -9156011.000000 Penalty: 5641.963379
	Iteration 28Q: 3 clusters Score -9156011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9155998.000000 Penalty: 5641.963379
	Iteration 29Q: 3 clusters Score -9155998 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -9156023.000000 Penalty: 5641.963379
	Iteration 30Q: 3 clusters Score -9156023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9156017.000000 Penalty: 5641.963379
	Iteration 31Q: 3 clusters Score -9156017 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9156031.000000 Penalty: 5641.963379
	Iteration 32Q: 3 clusters Score -9156031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -9156023.000000 Penalty: 5641.963379
	Iteration 33Q: 3 clusters Score -9156023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -9156026.000000 Penalty: 5641.963379
	Iteration 34Q: 3 clusters Score -9156026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -9156049.000000 Penalty: 5641.963379
	Iteration 35Q: 3 clusters Score -9156049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -9156065.000000 Penalty: 5641.963379
	Iteration 36Q: 3 clusters Score -9156065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9156070.000000 Penalty: 5641.963379
	Iteration 37Q: 3 clusters Score -9156070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -9156067.000000 Penalty: 5641.963379
	Iteration 38Q: 3 clusters Score -9156067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -9156081.000000 Penalty: 5641.963379
	Iteration 39Q: 3 clusters Score -9156081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9156066.000000 Penalty: 5641.963379
	Iteration 40F: 3 clusters Score -9156066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9156084.000000 Penalty: 5641.963379
	Iteration 41Q: 3 clusters Score -9156084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -9156103.000000 Penalty: 5641.963379
	Iteration 42Q: 3 clusters Score -9156103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -9156106.000000 Penalty: 5641.963379
	Iteration 43Q: 3 clusters Score -9156106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9156108.000000 Penalty: 5641.963379
	Iteration 44Q: 3 clusters Score -9156108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -9156107.000000 Penalty: 5641.963379
	Iteration 45Q: 3 clusters Score -9156107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9156120.000000 Penalty: 5641.963379
	Iteration 46Q: 3 clusters Score -9156120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9156121.000000 Penalty: 5641.963379
	Iteration 47Q: 3 clusters Score -9156121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9156126.000000 Penalty: 5641.963379
	Iteration 48Q: 3 clusters Score -9156126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -9156110.000000 Penalty: 5641.963379
	Iteration 49Q: 3 clusters Score -9156110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9156126.000000 Penalty: 5641.963379
	Iteration 50Q: 3 clusters Score -9156126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9156135.000000 Penalty: 5641.963379
	Iteration 51Q: 3 clusters Score -9156135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -9156126.000000 Penalty: 5641.963379
	Iteration 52Q: 3 clusters Score -9156126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -9156134.000000 Penalty: 5641.963379
	Iteration 53Q: 3 clusters Score -9156134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9156132.000000 Penalty: 5641.963379
	Iteration 54Q: 3 clusters Score -9156132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9156131.000000 Penalty: 5641.963379
	Iteration 55Q: 3 clusters Score -9156131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -9156138.000000 Penalty: 5641.963379
	Iteration 56Q: 3 clusters Score -9156138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -9156129.000000 Penalty: 5641.963379
	Iteration 57Q: 3 clusters Score -9156129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9156129.000000 Penalty: 5641.963379
	Iteration 58Q: 3 clusters Score -9156129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -9156142.000000 Penalty: 5641.963379
	Iteration 59Q: 3 clusters Score -9156142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -9156135.000000 Penalty: 5641.963379
	Iteration 60F: 3 clusters Score -9156135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -9156137.000000 Penalty: 5641.963379
	Iteration 61Q: 3 clusters Score -9156137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -9156137.000000 Penalty: 5641.963379
	Iteration 62F: 3 clusters Score -9156137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -199140.406250 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -199140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196121.468750 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -196121.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -196709.500000 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -196709.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -196873.140625 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -196873.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -196949.906250 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -196949.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -197001.562500 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -197001.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -197039.453125 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -197039.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -197058.453125 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -197058.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -197073.312500 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -197073.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -197088.265625 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -197088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -197101.546875 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -197101.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -197119.078125 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -197119.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -197136.343750 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -197136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -197151.187500 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -197151.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -197163.093750 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -197163.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -197182.078125 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -197182.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -197206.734375 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -197206.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -197230.703125 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -197230.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -197262.734375 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -197262.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -197296.031250 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -197296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -197322.000000 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -197322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -197348.312500 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -197348.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -197375.781250 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -197375.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -197402.296875 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -197402.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -197436.343750 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -197436.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -197488.171875 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -197488.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -197538.875000 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -197538.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -197572.171875 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -197572.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -197602.312500 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -197602.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -197628.437500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -197628.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -197643.796875 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -197643.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -197655.734375 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -197655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -197664.734375 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -197664.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -197674.328125 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -197674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -197680.406250 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -197680.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -197683.812500 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -197683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -197685.796875 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -197685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -197689.031250 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -197689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -197693.500000 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -197693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -197696.593750 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -197696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -197701.593750 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -197701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -197703.515625 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -197703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -197705.250000 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -197705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -197708.953125 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -197709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -197709.437500 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -197709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -197710.156250 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -197710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -197710.671875 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -197710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -197710.671875 Penalty: 3894.424072
	Iteration 46F: 3 clusters Score -197710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -177195.375000 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -177195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -174341.515625 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -174341.5 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -174826.359375 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -174826.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -174959.000000 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -174959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -175053.031250 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -175053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -175142.453125 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -175142.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175211.796875 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -175211.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175270.281250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -175270.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175319.453125 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -175319.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175356.156250 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -175356.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -175392.859375 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -175392.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175432.203125 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -175432.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175471.703125 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -175471.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -175513.265625 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -175513.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175542.265625 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -175542.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -175580.437500 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -175580.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -175611.921875 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -175611.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175643.359375 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -175643.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175679.484375 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -175679.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175717.421875 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -175717.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -175761.359375 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -175761.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -175788.578125 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -175788.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -175810.984375 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -175811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175835.000000 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -175835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175850.718750 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -175850.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -175866.843750 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -175866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175877.609375 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -175877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -175882.312500 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -175882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175888.187500 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -175888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -175898.375000 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -175898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -175910.453125 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -175910.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -175916.562500 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -175916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175920.656250 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -175920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175921.781250 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -175921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175921.781250 Penalty: 3844.304932
	Iteration 33F: 3 clusters Score -175921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Entering Unmasked Estep 
Score: -1370368.750000 Penalty: 2423.769775
	Iteration 0F: 2 clusters Score -1370369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1358033.000000 Penalty: 4847.539551
	Iteration 0F: 3 clusters Score -1358033 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1362651.000000 Penalty: 4847.539551
	Iteration 1F: 3 clusters Score -1362651 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1363745.750000 Penalty: 4847.539551
	Iteration 2F: 3 clusters Score -1363746 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1364957.250000 Penalty: 4847.539551
	Iteration 3F: 3 clusters Score -1364957 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1366018.750000 Penalty: 4847.539551
	Iteration 4F: 3 clusters Score -1366019 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1366821.875000 Penalty: 4847.539551
	Iteration 5F: 3 clusters Score -1366822 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1367380.000000 Penalty: 4847.539551
	Iteration 6F: 3 clusters Score -1367380 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1367864.000000 Penalty: 4847.539551
	Iteration 7Q: 3 clusters Score -1367864 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1368301.875000 Penalty: 4847.539551
	Iteration 8Q: 3 clusters Score -1368302 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1368833.250000 Penalty: 4847.539551
	Iteration 9Q: 3 clusters Score -1368833 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1369410.750000 Penalty: 4847.539551
	Iteration 10Q: 3 clusters Score -1369411 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1369980.750000 Penalty: 4847.539551
	Iteration 11Q: 3 clusters Score -1369981 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1370421.250000 Penalty: 4847.539551
	Iteration 12Q: 3 clusters Score -1370421 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1370731.875000 Penalty: 4847.539551
	Iteration 13Q: 3 clusters Score -1370732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1370908.000000 Penalty: 4847.539551
	Iteration 14Q: 3 clusters Score -1370908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1371003.125000 Penalty: 4847.539551
	Iteration 15Q: 3 clusters Score -1371003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1371046.750000 Penalty: 4847.539551
	Iteration 16Q: 3 clusters Score -1371047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1371065.250000 Penalty: 4847.539551
	Iteration 17Q: 3 clusters Score -1371065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1371076.125000 Penalty: 4847.539551
	Iteration 18Q: 3 clusters Score -1371076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1371077.625000 Penalty: 4847.539551
	Iteration 19Q: 3 clusters Score -1371078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1371083.125000 Penalty: 4847.539551
	Iteration 20F: 3 clusters Score -1371083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1371082.750000 Penalty: 4847.539551
	Iteration 21Q: 3 clusters Score -1371083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1371085.750000 Penalty: 4847.539551
	Iteration 22Q: 3 clusters Score -1371086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1371087.375000 Penalty: 4847.539551
	Iteration 23Q: 3 clusters Score -1371087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1371092.875000 Penalty: 4847.539551
	Iteration 24Q: 3 clusters Score -1371093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1371091.125000 Penalty: 4847.539551
	Iteration 25Q: 3 clusters Score -1371091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1371090.875000 Penalty: 4847.539551
	Iteration 26Q: 3 clusters Score -1371091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1371090.375000 Penalty: 4847.539551
	Iteration 27Q: 3 clusters Score -1371090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1371089.875000 Penalty: 4847.539551
	Iteration 28Q: 3 clusters Score -1371090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1371091.250000 Penalty: 4847.539551
	Iteration 29Q: 3 clusters Score -1371091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1371093.000000 Penalty: 4847.539551
	Iteration 30Q: 3 clusters Score -1371093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1371090.875000 Penalty: 4847.539551
	Iteration 31Q: 3 clusters Score -1371091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1371092.375000 Penalty: 4847.539551
	Iteration 32Q: 3 clusters Score -1371092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1371091.625000 Penalty: 4847.539551
	Iteration 33Q: 3 clusters Score -1371092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1371092.125000 Penalty: 4847.539551
	Iteration 34Q: 3 clusters Score -1371092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1371090.750000 Penalty: 4847.539551
	Iteration 35Q: 3 clusters Score -1371091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1371092.250000 Penalty: 4847.539551
	Iteration 36Q: 3 clusters Score -1371092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1371089.750000 Penalty: 4847.539551
	Iteration 37Q: 3 clusters Score -1371090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1371091.750000 Penalty: 4847.539551
	Iteration 38Q: 3 clusters Score -1371092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1371093.875000 Penalty: 4847.539551
	Iteration 39Q: 3 clusters Score -1371094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1371095.750000 Penalty: 4847.539551
	Iteration 40F: 3 clusters Score -1371096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1371096.375000 Penalty: 4847.539551
	Iteration 41Q: 3 clusters Score -1371096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1371102.000000 Penalty: 4847.539551
	Iteration 42Q: 3 clusters Score -1371102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1371101.500000 Penalty: 4847.539551
	Iteration 43Q: 3 clusters Score -1371102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1371100.000000 Penalty: 4847.539551
	Iteration 44Q: 3 clusters Score -1371100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1371100.000000 Penalty: 4847.539551
	Iteration 45F: 3 clusters Score -1371100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19244 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123814 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87110 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109812 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138159 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 15142 members 
Entering Unmasked Estep 
Score: -150793952.000000 Penalty: 253409.765625
Splitting cluster 22 changes total score from -150794160.000000 to -150793952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -482332.531250 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -482332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -477088.093750 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -477088.1 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -478571.250000 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -478571.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -478933.218750 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -478933.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -479213.843750 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -479213.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -479438.156250 Penalty: 4327.690430
	Iteration 4F: 3 clusters Score -479438.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -479584.812500 Penalty: 4327.690430
	Iteration 5Q: 3 clusters Score -479584.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -479690.500000 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -479690.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -479773.031250 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -479773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -479842.218750 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -479842.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -479908.812500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -479908.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -479959.687500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -479959.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -480006.718750 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -480006.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -480046.562500 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -480046.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -480072.468750 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -480072.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -480095.656250 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -480095.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -480114.937500 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -480114.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -480129.031250 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -480129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -480142.843750 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -480142.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -480158.062500 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -480158.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -480172.656250 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -480172.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -480185.218750 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -480185.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -480194.718750 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -480194.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -480202.625000 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -480202.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -480211.937500 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -480211.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -480216.468750 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -480216.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -480224.500000 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -480224.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -480229.812500 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -480229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -480234.968750 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -480235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -480238.250000 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -480238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -480243.281250 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -480243.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -480248.437500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -480248.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -480254.562500 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -480254.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -480260.187500 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -480260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -480265.468750 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -480265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -480267.500000 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -480267.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -480269.906250 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -480269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -480272.687500 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -480272.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -480276.093750 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -480276.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -480277.593750 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -480277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -480281.375000 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -480281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -480282.562500 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -480282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -480285.375000 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -480285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -480288.656250 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -480288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -480291.375000 Penalty: 4327.690430
	Iteration 43Q: 3 clusters Score -480291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -480293.093750 Penalty: 4327.690430
	Iteration 44Q: 3 clusters Score -480293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -480294.000000 Penalty: 4327.690430
	Iteration 45Q: 3 clusters Score -480294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -480295.000000 Penalty: 4327.690430
	Iteration 46Q: 3 clusters Score -480295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -480296.156250 Penalty: 4327.690430
	Iteration 47Q: 3 clusters Score -480296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -480296.375000 Penalty: 4327.690430
	Iteration 48Q: 3 clusters Score -480296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -480297.093750 Penalty: 4327.690430
	Iteration 49Q: 3 clusters Score -480297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -480298.062500 Penalty: 4327.690430
	Iteration 50Q: 3 clusters Score -480298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -480298.593750 Penalty: 4327.690430
	Iteration 51Q: 3 clusters Score -480298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -480299.468750 Penalty: 4327.690430
	Iteration 52Q: 3 clusters Score -480299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -480299.468750 Penalty: 4327.690430
	Iteration 53F: 3 clusters Score -480299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Entering Unmasked Estep 
Score: -1359720.500000 Penalty: 2442.572754
	Iteration 0F: 2 clusters Score -1359720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1346407.250000 Penalty: 4885.145508
	Iteration 0F: 3 clusters Score -1346407 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1351054.375000 Penalty: 4885.145508
	Iteration 1F: 3 clusters Score -1351054 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1351813.000000 Penalty: 4885.145508
	Iteration 2F: 3 clusters Score -1351813 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1352679.875000 Penalty: 4885.145508
	Iteration 3F: 3 clusters Score -1352680 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1353723.250000 Penalty: 4885.145508
	Iteration 4F: 3 clusters Score -1353723 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1354797.000000 Penalty: 4885.145508
	Iteration 5F: 3 clusters Score -1354797 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1355693.500000 Penalty: 4885.145508
	Iteration 6F: 3 clusters Score -1355694 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1356385.250000 Penalty: 4885.145508
	Iteration 7Q: 3 clusters Score -1356385 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1356889.625000 Penalty: 4885.145508
	Iteration 8Q: 3 clusters Score -1356890 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1357250.250000 Penalty: 4885.145508
	Iteration 9Q: 3 clusters Score -1357250 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1357553.500000 Penalty: 4885.145508
	Iteration 10Q: 3 clusters Score -1357554 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1357811.625000 Penalty: 4885.145508
	Iteration 11Q: 3 clusters Score -1357812 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1358011.125000 Penalty: 4885.145508
	Iteration 12Q: 3 clusters Score -1358011 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1358176.875000 Penalty: 4885.145508
	Iteration 13Q: 3 clusters Score -1358177 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1358322.500000 Penalty: 4885.145508
	Iteration 14Q: 3 clusters Score -1358322 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1358426.000000 Penalty: 4885.145508
	Iteration 15Q: 3 clusters Score -1358426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1358513.250000 Penalty: 4885.145508
	Iteration 16Q: 3 clusters Score -1358513 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1358581.000000 Penalty: 4885.145508
	Iteration 17Q: 3 clusters Score -1358581 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1358625.625000 Penalty: 4885.145508
	Iteration 18Q: 3 clusters Score -1358626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1358661.750000 Penalty: 4885.145508
	Iteration 19Q: 3 clusters Score -1358662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1358685.875000 Penalty: 4885.145508
	Iteration 20F: 3 clusters Score -1358686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1358703.250000 Penalty: 4885.145508
	Iteration 21Q: 3 clusters Score -1358703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1358714.250000 Penalty: 4885.145508
	Iteration 22Q: 3 clusters Score -1358714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1358723.375000 Penalty: 4885.145508
	Iteration 23Q: 3 clusters Score -1358723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1358731.250000 Penalty: 4885.145508
	Iteration 24Q: 3 clusters Score -1358731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1358737.750000 Penalty: 4885.145508
	Iteration 25Q: 3 clusters Score -1358738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1358741.250000 Penalty: 4885.145508
	Iteration 26Q: 3 clusters Score -1358741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1358744.750000 Penalty: 4885.145508
	Iteration 27Q: 3 clusters Score -1358745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1358752.000000 Penalty: 4885.145508
	Iteration 28Q: 3 clusters Score -1358752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1358758.875000 Penalty: 4885.145508
	Iteration 29Q: 3 clusters Score -1358759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1358758.875000 Penalty: 4885.145508
	Iteration 30Q: 3 clusters Score -1358759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1358762.500000 Penalty: 4885.145508
	Iteration 31Q: 3 clusters Score -1358762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1358765.125000 Penalty: 4885.145508
	Iteration 32Q: 3 clusters Score -1358765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1358762.875000 Penalty: 4885.145508
	Iteration 33Q: 3 clusters Score -1358763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1358764.375000 Penalty: 4885.145508
	Iteration 34Q: 3 clusters Score -1358764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1358764.125000 Penalty: 4885.145508
	Iteration 35Q: 3 clusters Score -1358764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1358766.875000 Penalty: 4885.145508
	Iteration 36Q: 3 clusters Score -1358767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1358765.750000 Penalty: 4885.145508
	Iteration 37Q: 3 clusters Score -1358766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1358768.000000 Penalty: 4885.145508
	Iteration 38Q: 3 clusters Score -1358768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1358771.500000 Penalty: 4885.145508
	Iteration 39Q: 3 clusters Score -1358772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1358777.125000 Penalty: 4885.145508
	Iteration 40F: 3 clusters Score -1358777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1358777.625000 Penalty: 4885.145508
	Iteration 41Q: 3 clusters Score -1358778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1358774.250000 Penalty: 4885.145508
	Iteration 42Q: 3 clusters Score -1358774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1358777.250000 Penalty: 4885.145508
	Iteration 43Q: 3 clusters Score -1358777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1358777.125000 Penalty: 4885.145508
	Iteration 44Q: 3 clusters Score -1358777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1358778.875000 Penalty: 4885.145508
	Iteration 45Q: 3 clusters Score -1358779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1358782.375000 Penalty: 4885.145508
	Iteration 46Q: 3 clusters Score -1358782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1358778.500000 Penalty: 4885.145508
	Iteration 47Q: 3 clusters Score -1358778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1358780.750000 Penalty: 4885.145508
	Iteration 48Q: 3 clusters Score -1358781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1358778.000000 Penalty: 4885.145508
	Iteration 49Q: 3 clusters Score -1358778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1358779.250000 Penalty: 4885.145508
	Iteration 50Q: 3 clusters Score -1358779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1358779.625000 Penalty: 4885.145508
	Iteration 51Q: 3 clusters Score -1358780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1358779.500000 Penalty: 4885.145508
	Iteration 52Q: 3 clusters Score -1358780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1358781.500000 Penalty: 4885.145508
	Iteration 53Q: 3 clusters Score -1358782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1358779.250000 Penalty: 4885.145508
	Iteration 54Q: 3 clusters Score -1358779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1358781.000000 Penalty: 4885.145508
	Iteration 55Q: 3 clusters Score -1358781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1358781.375000 Penalty: 4885.145508
	Iteration 56Q: 3 clusters Score -1358781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1358781.500000 Penalty: 4885.145508
	Iteration 57Q: 3 clusters Score -1358782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1358780.375000 Penalty: 4885.145508
	Iteration 58Q: 3 clusters Score -1358780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1358785.750000 Penalty: 4885.145508
	Iteration 59Q: 3 clusters Score -1358786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1358788.000000 Penalty: 4885.145508
	Iteration 60F: 3 clusters Score -1358788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1358786.500000 Penalty: 4885.145508
	Iteration 61Q: 3 clusters Score -1358786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1358790.500000 Penalty: 4885.145508
	Iteration 62Q: 3 clusters Score -1358790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1358789.250000 Penalty: 4885.145508
	Iteration 63Q: 3 clusters Score -1358789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1358789.125000 Penalty: 4885.145508
	Iteration 64Q: 3 clusters Score -1358789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1358790.375000 Penalty: 4885.145508
	Iteration 65Q: 3 clusters Score -1358790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1358789.750000 Penalty: 4885.145508
	Iteration 66Q: 3 clusters Score -1358790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1358789.500000 Penalty: 4885.145508
	Iteration 67Q: 3 clusters Score -1358790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1358789.500000 Penalty: 4885.145508
	Iteration 68F: 3 clusters Score -1358790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Entering Unmasked Estep 
Score: -1126015.875000 Penalty: 2376.294922
	Iteration 0F: 2 clusters Score -1126016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1115579.750000 Penalty: 4752.589844
	Iteration 0F: 3 clusters Score -1115580 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1118969.500000 Penalty: 4752.589844
	Iteration 1F: 3 clusters Score -1118970 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1119535.750000 Penalty: 4752.589844
	Iteration 2F: 3 clusters Score -1119536 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1120111.875000 Penalty: 4752.589844
	Iteration 3F: 3 clusters Score -1120112 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1120757.000000 Penalty: 4752.589844
	Iteration 4F: 3 clusters Score -1120757 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1121498.250000 Penalty: 4752.589844
	Iteration 5F: 3 clusters Score -1121498 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1122249.125000 Penalty: 4752.589844
	Iteration 6F: 3 clusters Score -1122249 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1122865.125000 Penalty: 4752.589844
	Iteration 7F: 3 clusters Score -1122865 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1123346.750000 Penalty: 4752.589844
	Iteration 8Q: 3 clusters Score -1123347 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1123686.875000 Penalty: 4752.589844
	Iteration 9Q: 3 clusters Score -1123687 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1123866.375000 Penalty: 4752.589844
	Iteration 10Q: 3 clusters Score -1123866 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1123978.875000 Penalty: 4752.589844
	Iteration 11Q: 3 clusters Score -1123979 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1124035.875000 Penalty: 4752.589844
	Iteration 12Q: 3 clusters Score -1124036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1124073.125000 Penalty: 4752.589844
	Iteration 13Q: 3 clusters Score -1124073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1124095.500000 Penalty: 4752.589844
	Iteration 14Q: 3 clusters Score -1124096 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1124119.125000 Penalty: 4752.589844
	Iteration 15Q: 3 clusters Score -1124119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1124131.125000 Penalty: 4752.589844
	Iteration 16Q: 3 clusters Score -1124131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1124142.375000 Penalty: 4752.589844
	Iteration 17Q: 3 clusters Score -1124142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1124149.500000 Penalty: 4752.589844
	Iteration 18Q: 3 clusters Score -1124150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1124157.625000 Penalty: 4752.589844
	Iteration 19Q: 3 clusters Score -1124158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1124168.500000 Penalty: 4752.589844
	Iteration 20F: 3 clusters Score -1124168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1124179.000000 Penalty: 4752.589844
	Iteration 21Q: 3 clusters Score -1124179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1124185.000000 Penalty: 4752.589844
	Iteration 22Q: 3 clusters Score -1124185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1124191.875000 Penalty: 4752.589844
	Iteration 23Q: 3 clusters Score -1124192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1124199.875000 Penalty: 4752.589844
	Iteration 24Q: 3 clusters Score -1124200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1124206.375000 Penalty: 4752.589844
	Iteration 25Q: 3 clusters Score -1124206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1124213.750000 Penalty: 4752.589844
	Iteration 26Q: 3 clusters Score -1124214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1124214.250000 Penalty: 4752.589844
	Iteration 27Q: 3 clusters Score -1124214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1124229.000000 Penalty: 4752.589844
	Iteration 28Q: 3 clusters Score -1124229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1124237.125000 Penalty: 4752.589844
	Iteration 29Q: 3 clusters Score -1124237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1124254.125000 Penalty: 4752.589844
	Iteration 30Q: 3 clusters Score -1124254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1124264.375000 Penalty: 4752.589844
	Iteration 31Q: 3 clusters Score -1124264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1124267.750000 Penalty: 4752.589844
	Iteration 32Q: 3 clusters Score -1124268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1124276.750000 Penalty: 4752.589844
	Iteration 33Q: 3 clusters Score -1124277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1124279.750000 Penalty: 4752.589844
	Iteration 34Q: 3 clusters Score -1124280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1124282.875000 Penalty: 4752.589844
	Iteration 35Q: 3 clusters Score -1124283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1124285.125000 Penalty: 4752.589844
	Iteration 36Q: 3 clusters Score -1124285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1124291.500000 Penalty: 4752.589844
	Iteration 37Q: 3 clusters Score -1124292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1124300.250000 Penalty: 4752.589844
	Iteration 38Q: 3 clusters Score -1124300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1124305.500000 Penalty: 4752.589844
	Iteration 39Q: 3 clusters Score -1124306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1124305.625000 Penalty: 4752.589844
	Iteration 40F: 3 clusters Score -1124306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1124309.875000 Penalty: 4752.589844
	Iteration 41Q: 3 clusters Score -1124310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1124314.500000 Penalty: 4752.589844
	Iteration 42Q: 3 clusters Score -1124314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1124316.250000 Penalty: 4752.589844
	Iteration 43Q: 3 clusters Score -1124316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1124319.875000 Penalty: 4752.589844
	Iteration 44Q: 3 clusters Score -1124320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1124323.125000 Penalty: 4752.589844
	Iteration 45Q: 3 clusters Score -1124323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1124318.000000 Penalty: 4752.589844
	Iteration 46Q: 3 clusters Score -1124318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1124319.750000 Penalty: 4752.589844
	Iteration 47Q: 3 clusters Score -1124320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1124318.000000 Penalty: 4752.589844
	Iteration 48Q: 3 clusters Score -1124318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1124320.375000 Penalty: 4752.589844
	Iteration 49Q: 3 clusters Score -1124320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1124325.125000 Penalty: 4752.589844
	Iteration 50Q: 3 clusters Score -1124325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1124327.125000 Penalty: 4752.589844
	Iteration 51Q: 3 clusters Score -1124327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1124326.125000 Penalty: 4752.589844
	Iteration 52Q: 3 clusters Score -1124326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1124328.000000 Penalty: 4752.589844
	Iteration 53Q: 3 clusters Score -1124328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1124329.625000 Penalty: 4752.589844
	Iteration 54Q: 3 clusters Score -1124330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1124329.750000 Penalty: 4752.589844
	Iteration 55Q: 3 clusters Score -1124330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1124328.375000 Penalty: 4752.589844
	Iteration 56Q: 3 clusters Score -1124328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1124328.250000 Penalty: 4752.589844
	Iteration 57Q: 3 clusters Score -1124328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1124330.250000 Penalty: 4752.589844
	Iteration 58Q: 3 clusters Score -1124330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1124331.250000 Penalty: 4752.589844
	Iteration 59Q: 3 clusters Score -1124331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1124329.375000 Penalty: 4752.589844
	Iteration 60F: 3 clusters Score -1124329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1124331.500000 Penalty: 4752.589844
	Iteration 61Q: 3 clusters Score -1124332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1124331.625000 Penalty: 4752.589844
	Iteration 62Q: 3 clusters Score -1124332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1124332.375000 Penalty: 4752.589844
	Iteration 63Q: 3 clusters Score -1124332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1124332.625000 Penalty: 4752.589844
	Iteration 64Q: 3 clusters Score -1124333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1124336.125000 Penalty: 4752.589844
	Iteration 65Q: 3 clusters Score -1124336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1124337.750000 Penalty: 4752.589844
	Iteration 66Q: 3 clusters Score -1124338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1124339.625000 Penalty: 4752.589844
	Iteration 67Q: 3 clusters Score -1124340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1124341.500000 Penalty: 4752.589844
	Iteration 68Q: 3 clusters Score -1124342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1124343.125000 Penalty: 4752.589844
	Iteration 69Q: 3 clusters Score -1124343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1124344.750000 Penalty: 4752.589844
	Iteration 70Q: 3 clusters Score -1124345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1124346.750000 Penalty: 4752.589844
	Iteration 71Q: 3 clusters Score -1124347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1124346.625000 Penalty: 4752.589844
	Iteration 72Q: 3 clusters Score -1124347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1124352.375000 Penalty: 4752.589844
	Iteration 73Q: 3 clusters Score -1124352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1124358.750000 Penalty: 4752.589844
	Iteration 74Q: 3 clusters Score -1124359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1124359.000000 Penalty: 4752.589844
	Iteration 75Q: 3 clusters Score -1124359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1124363.750000 Penalty: 4752.589844
	Iteration 76Q: 3 clusters Score -1124364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1124364.625000 Penalty: 4752.589844
	Iteration 77Q: 3 clusters Score -1124365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1124369.000000 Penalty: 4752.589844
	Iteration 78Q: 3 clusters Score -1124369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1124371.000000 Penalty: 4752.589844
	Iteration 79Q: 3 clusters Score -1124371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1124375.875000 Penalty: 4752.589844
	Iteration 80F: 3 clusters Score -1124376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1124380.000000 Penalty: 4752.589844
	Iteration 81Q: 3 clusters Score -1124380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1124380.000000 Penalty: 4752.589844
	Iteration 82Q: 3 clusters Score -1124380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1124382.000000 Penalty: 4752.589844
	Iteration 83Q: 3 clusters Score -1124382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1124383.875000 Penalty: 4752.589844
	Iteration 84Q: 3 clusters Score -1124384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1124389.375000 Penalty: 4752.589844
	Iteration 85Q: 3 clusters Score -1124389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1124393.875000 Penalty: 4752.589844
	Iteration 86Q: 3 clusters Score -1124394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1124397.250000 Penalty: 4752.589844
	Iteration 87Q: 3 clusters Score -1124397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1124399.125000 Penalty: 4752.589844
	Iteration 88Q: 3 clusters Score -1124399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1124402.750000 Penalty: 4752.589844
	Iteration 89Q: 3 clusters Score -1124403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1124407.250000 Penalty: 4752.589844
	Iteration 90Q: 3 clusters Score -1124407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1124409.375000 Penalty: 4752.589844
	Iteration 91Q: 3 clusters Score -1124409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1124418.250000 Penalty: 4752.589844
	Iteration 92Q: 3 clusters Score -1124418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1124427.875000 Penalty: 4752.589844
	Iteration 93Q: 3 clusters Score -1124428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1124433.625000 Penalty: 4752.589844
	Iteration 94Q: 3 clusters Score -1124434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1124445.125000 Penalty: 4752.589844
	Iteration 95Q: 3 clusters Score -1124445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1124458.625000 Penalty: 4752.589844
	Iteration 96Q: 3 clusters Score -1124459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1124478.500000 Penalty: 4752.589844
	Iteration 97Q: 3 clusters Score -1124478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1124502.000000 Penalty: 4752.589844
	Iteration 98Q: 3 clusters Score -1124502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1124535.125000 Penalty: 4752.589844
	Iteration 99Q: 3 clusters Score -1124535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1124572.375000 Penalty: 4752.589844
	Iteration 100F: 3 clusters Score -1124572 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1124611.750000 Penalty: 4752.589844
	Iteration 101Q: 3 clusters Score -1124612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1124653.375000 Penalty: 4752.589844
	Iteration 102Q: 3 clusters Score -1124653 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1124695.125000 Penalty: 4752.589844
	Iteration 103Q: 3 clusters Score -1124695 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1124733.375000 Penalty: 4752.589844
	Iteration 104Q: 3 clusters Score -1124733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1124763.250000 Penalty: 4752.589844
	Iteration 105Q: 3 clusters Score -1124763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1124788.125000 Penalty: 4752.589844
	Iteration 106Q: 3 clusters Score -1124788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1124813.000000 Penalty: 4752.589844
	Iteration 107Q: 3 clusters Score -1124813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1124846.375000 Penalty: 4752.589844
	Iteration 108Q: 3 clusters Score -1124846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1124862.875000 Penalty: 4752.589844
	Iteration 109Q: 3 clusters Score -1124863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1124878.500000 Penalty: 4752.589844
	Iteration 110Q: 3 clusters Score -1124878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1124894.000000 Penalty: 4752.589844
	Iteration 111Q: 3 clusters Score -1124894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1124904.250000 Penalty: 4752.589844
	Iteration 112Q: 3 clusters Score -1124904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1124908.375000 Penalty: 4752.589844
	Iteration 113Q: 3 clusters Score -1124908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1124917.750000 Penalty: 4752.589844
	Iteration 114Q: 3 clusters Score -1124918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1124923.375000 Penalty: 4752.589844
	Iteration 115Q: 3 clusters Score -1124923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1124927.375000 Penalty: 4752.589844
	Iteration 116Q: 3 clusters Score -1124927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1124926.875000 Penalty: 4752.589844
	Iteration 117Q: 3 clusters Score -1124927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1124928.375000 Penalty: 4752.589844
	Iteration 118Q: 3 clusters Score -1124928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1124927.750000 Penalty: 4752.589844
	Iteration 119Q: 3 clusters Score -1124928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1124930.500000 Penalty: 4752.589844
	Iteration 120F: 3 clusters Score -1124930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1124934.750000 Penalty: 4752.589844
	Iteration 121Q: 3 clusters Score -1124935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1124933.125000 Penalty: 4752.589844
	Iteration 122Q: 3 clusters Score -1124933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1124939.125000 Penalty: 4752.589844
	Iteration 123Q: 3 clusters Score -1124939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1124939.500000 Penalty: 4752.589844
	Iteration 124Q: 3 clusters Score -1124940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1124941.750000 Penalty: 4752.589844
	Iteration 125Q: 3 clusters Score -1124942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1124945.375000 Penalty: 4752.589844
	Iteration 126Q: 3 clusters Score -1124945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1124945.375000 Penalty: 4752.589844
	Iteration 127Q: 3 clusters Score -1124945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1124949.250000 Penalty: 4752.589844
	Iteration 128Q: 3 clusters Score -1124949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1124952.125000 Penalty: 4752.589844
	Iteration 129Q: 3 clusters Score -1124952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1124953.500000 Penalty: 4752.589844
	Iteration 130Q: 3 clusters Score -1124954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1124952.750000 Penalty: 4752.589844
	Iteration 131Q: 3 clusters Score -1124953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1124951.500000 Penalty: 4752.589844
	Iteration 132Q: 3 clusters Score -1124952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1124949.875000 Penalty: 4752.589844
	Iteration 133Q: 3 clusters Score -1124950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1124950.625000 Penalty: 4752.589844
	Iteration 134Q: 3 clusters Score -1124951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1124951.125000 Penalty: 4752.589844
	Iteration 135Q: 3 clusters Score -1124951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1124951.125000 Penalty: 4752.589844
	Iteration 136F: 3 clusters Score -1124951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Entering Unmasked Estep 
Score: -1605917.375000 Penalty: 2476.707764
	Iteration 0F: 2 clusters Score -1605917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1590796.250000 Penalty: 4953.415527
	Iteration 0F: 3 clusters Score -1590796 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1595994.125000 Penalty: 4953.415527
	Iteration 1F: 3 clusters Score -1595994 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1596574.875000 Penalty: 4953.415527
	Iteration 2F: 3 clusters Score -1596575 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1597112.125000 Penalty: 4953.415527
	Iteration 3F: 3 clusters Score -1597112 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1597602.875000 Penalty: 4953.415527
	Iteration 4F: 3 clusters Score -1597603 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1598054.125000 Penalty: 4953.415527
	Iteration 5Q: 3 clusters Score -1598054 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1598498.500000 Penalty: 4953.415527
	Iteration 6Q: 3 clusters Score -1598498 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1598961.375000 Penalty: 4953.415527
	Iteration 7Q: 3 clusters Score -1598961 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1599385.250000 Penalty: 4953.415527
	Iteration 8Q: 3 clusters Score -1599385 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1599790.125000 Penalty: 4953.415527
	Iteration 9Q: 3 clusters Score -1599790 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1600177.125000 Penalty: 4953.415527
	Iteration 10Q: 3 clusters Score -1600177 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1600572.875000 Penalty: 4953.415527
	Iteration 11Q: 3 clusters Score -1600573 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1600958.500000 Penalty: 4953.415527
	Iteration 12Q: 3 clusters Score -1600958 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1601322.625000 Penalty: 4953.415527
	Iteration 13Q: 3 clusters Score -1601323 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1601653.500000 Penalty: 4953.415527
	Iteration 14Q: 3 clusters Score -1601654 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1601972.750000 Penalty: 4953.415527
	Iteration 15Q: 3 clusters Score -1601973 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1602273.750000 Penalty: 4953.415527
	Iteration 16Q: 3 clusters Score -1602274 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1602608.125000 Penalty: 4953.415527
	Iteration 17Q: 3 clusters Score -1602608 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1602932.500000 Penalty: 4953.415527
	Iteration 18Q: 3 clusters Score -1602932 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1603224.125000 Penalty: 4953.415527
	Iteration 19Q: 3 clusters Score -1603224 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1603471.375000 Penalty: 4953.415527
	Iteration 20F: 3 clusters Score -1603471 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1603640.875000 Penalty: 4953.415527
	Iteration 21Q: 3 clusters Score -1603641 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1603769.250000 Penalty: 4953.415527
	Iteration 22Q: 3 clusters Score -1603769 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1603876.375000 Penalty: 4953.415527
	Iteration 23Q: 3 clusters Score -1603876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1603957.375000 Penalty: 4953.415527
	Iteration 24Q: 3 clusters Score -1603957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1604019.000000 Penalty: 4953.415527
	Iteration 25Q: 3 clusters Score -1604019 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1604074.875000 Penalty: 4953.415527
	Iteration 26Q: 3 clusters Score -1604075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1604126.625000 Penalty: 4953.415527
	Iteration 27Q: 3 clusters Score -1604127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1604167.500000 Penalty: 4953.415527
	Iteration 28Q: 3 clusters Score -1604168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1604204.500000 Penalty: 4953.415527
	Iteration 29Q: 3 clusters Score -1604204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1604238.750000 Penalty: 4953.415527
	Iteration 30Q: 3 clusters Score -1604239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1604280.625000 Penalty: 4953.415527
	Iteration 31Q: 3 clusters Score -1604281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1604301.000000 Penalty: 4953.415527
	Iteration 32Q: 3 clusters Score -1604301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1604312.875000 Penalty: 4953.415527
	Iteration 33Q: 3 clusters Score -1604313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1604320.375000 Penalty: 4953.415527
	Iteration 34Q: 3 clusters Score -1604320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1604325.250000 Penalty: 4953.415527
	Iteration 35Q: 3 clusters Score -1604325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1604329.625000 Penalty: 4953.415527
	Iteration 36Q: 3 clusters Score -1604330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1604331.250000 Penalty: 4953.415527
	Iteration 37Q: 3 clusters Score -1604331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1604333.875000 Penalty: 4953.415527
	Iteration 38Q: 3 clusters Score -1604334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1604335.625000 Penalty: 4953.415527
	Iteration 39Q: 3 clusters Score -1604336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1604335.750000 Penalty: 4953.415527
	Iteration 40F: 3 clusters Score -1604336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1604335.250000 Penalty: 4953.415527
	Iteration 41Q: 3 clusters Score -1604335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1604338.500000 Penalty: 4953.415527
	Iteration 42Q: 3 clusters Score -1604338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1604340.375000 Penalty: 4953.415527
	Iteration 43Q: 3 clusters Score -1604340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1604346.125000 Penalty: 4953.415527
	Iteration 44Q: 3 clusters Score -1604346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1604353.500000 Penalty: 4953.415527
	Iteration 45Q: 3 clusters Score -1604354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1604356.125000 Penalty: 4953.415527
	Iteration 46Q: 3 clusters Score -1604356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1604356.375000 Penalty: 4953.415527
	Iteration 47Q: 3 clusters Score -1604356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1604360.500000 Penalty: 4953.415527
	Iteration 48Q: 3 clusters Score -1604360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1604363.125000 Penalty: 4953.415527
	Iteration 49Q: 3 clusters Score -1604363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1604364.500000 Penalty: 4953.415527
	Iteration 50Q: 3 clusters Score -1604364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1604365.875000 Penalty: 4953.415527
	Iteration 51Q: 3 clusters Score -1604366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1604365.375000 Penalty: 4953.415527
	Iteration 52Q: 3 clusters Score -1604365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1604365.375000 Penalty: 4953.415527
	Iteration 53F: 3 clusters Score -1604365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Entering Unmasked Estep 
Score: -1290913.500000 Penalty: 2368.158203
	Iteration 0F: 2 clusters Score -1290914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1280650.375000 Penalty: 4736.316406
	Iteration 0F: 3 clusters Score -1280650 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1284005.500000 Penalty: 4736.316406
	Iteration 1F: 3 clusters Score -1284006 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1284608.500000 Penalty: 4736.316406
	Iteration 2F: 3 clusters Score -1284608 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1285249.375000 Penalty: 4736.316406
	Iteration 3F: 3 clusters Score -1285249 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1285853.375000 Penalty: 4736.316406
	Iteration 4F: 3 clusters Score -1285853 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1286462.125000 Penalty: 4736.316406
	Iteration 5F: 3 clusters Score -1286462 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1286963.500000 Penalty: 4736.316406
	Iteration 6F: 3 clusters Score -1286964 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1287343.875000 Penalty: 4736.316406
	Iteration 7Q: 3 clusters Score -1287344 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1287598.875000 Penalty: 4736.316406
	Iteration 8Q: 3 clusters Score -1287599 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1287734.750000 Penalty: 4736.316406
	Iteration 9Q: 3 clusters Score -1287735 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1287822.875000 Penalty: 4736.316406
	Iteration 10Q: 3 clusters Score -1287823 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1287889.375000 Penalty: 4736.316406
	Iteration 11Q: 3 clusters Score -1287889 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1287938.750000 Penalty: 4736.316406
	Iteration 12Q: 3 clusters Score -1287939 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1287979.500000 Penalty: 4736.316406
	Iteration 13Q: 3 clusters Score -1287980 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1288008.125000 Penalty: 4736.316406
	Iteration 14Q: 3 clusters Score -1288008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1288040.250000 Penalty: 4736.316406
	Iteration 15Q: 3 clusters Score -1288040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1288067.875000 Penalty: 4736.316406
	Iteration 16Q: 3 clusters Score -1288068 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1288096.500000 Penalty: 4736.316406
	Iteration 17Q: 3 clusters Score -1288096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1288121.250000 Penalty: 4736.316406
	Iteration 18Q: 3 clusters Score -1288121 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1288142.625000 Penalty: 4736.316406
	Iteration 19Q: 3 clusters Score -1288143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1288156.875000 Penalty: 4736.316406
	Iteration 20F: 3 clusters Score -1288157 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1288172.750000 Penalty: 4736.316406
	Iteration 21Q: 3 clusters Score -1288173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1288191.125000 Penalty: 4736.316406
	Iteration 22Q: 3 clusters Score -1288191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1288210.000000 Penalty: 4736.316406
	Iteration 23Q: 3 clusters Score -1288210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1288225.250000 Penalty: 4736.316406
	Iteration 24Q: 3 clusters Score -1288225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1288243.250000 Penalty: 4736.316406
	Iteration 25Q: 3 clusters Score -1288243 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1288273.125000 Penalty: 4736.316406
	Iteration 26Q: 3 clusters Score -1288273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1288296.250000 Penalty: 4736.316406
	Iteration 27Q: 3 clusters Score -1288296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1288315.500000 Penalty: 4736.316406
	Iteration 28Q: 3 clusters Score -1288316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1288329.875000 Penalty: 4736.316406
	Iteration 29Q: 3 clusters Score -1288330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1288361.000000 Penalty: 4736.316406
	Iteration 30Q: 3 clusters Score -1288361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1288394.000000 Penalty: 4736.316406
	Iteration 31Q: 3 clusters Score -1288394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1288435.125000 Penalty: 4736.316406
	Iteration 32Q: 3 clusters Score -1288435 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1288476.875000 Penalty: 4736.316406
	Iteration 33Q: 3 clusters Score -1288477 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1288512.125000 Penalty: 4736.316406
	Iteration 34Q: 3 clusters Score -1288512 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1288558.000000 Penalty: 4736.316406
	Iteration 35Q: 3 clusters Score -1288558 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1288591.875000 Penalty: 4736.316406
	Iteration 36Q: 3 clusters Score -1288592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1288627.875000 Penalty: 4736.316406
	Iteration 37Q: 3 clusters Score -1288628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1288660.500000 Penalty: 4736.316406
	Iteration 38Q: 3 clusters Score -1288660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1288697.250000 Penalty: 4736.316406
	Iteration 39Q: 3 clusters Score -1288697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1288723.625000 Penalty: 4736.316406
	Iteration 40F: 3 clusters Score -1288724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1288762.375000 Penalty: 4736.316406
	Iteration 41Q: 3 clusters Score -1288762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1288798.125000 Penalty: 4736.316406
	Iteration 42Q: 3 clusters Score -1288798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1288837.250000 Penalty: 4736.316406
	Iteration 43Q: 3 clusters Score -1288837 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1288877.750000 Penalty: 4736.316406
	Iteration 44Q: 3 clusters Score -1288878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1288923.500000 Penalty: 4736.316406
	Iteration 45Q: 3 clusters Score -1288924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1288953.750000 Penalty: 4736.316406
	Iteration 46Q: 3 clusters Score -1288954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1288985.125000 Penalty: 4736.316406
	Iteration 47Q: 3 clusters Score -1288985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1289009.250000 Penalty: 4736.316406
	Iteration 48Q: 3 clusters Score -1289009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1289027.375000 Penalty: 4736.316406
	Iteration 49Q: 3 clusters Score -1289027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1289044.750000 Penalty: 4736.316406
	Iteration 50Q: 3 clusters Score -1289045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1289057.625000 Penalty: 4736.316406
	Iteration 51Q: 3 clusters Score -1289058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1289064.500000 Penalty: 4736.316406
	Iteration 52Q: 3 clusters Score -1289064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1289068.625000 Penalty: 4736.316406
	Iteration 53Q: 3 clusters Score -1289069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1289080.250000 Penalty: 4736.316406
	Iteration 54Q: 3 clusters Score -1289080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1289086.500000 Penalty: 4736.316406
	Iteration 55Q: 3 clusters Score -1289086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1289093.375000 Penalty: 4736.316406
	Iteration 56Q: 3 clusters Score -1289093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1289103.250000 Penalty: 4736.316406
	Iteration 57Q: 3 clusters Score -1289103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1289109.250000 Penalty: 4736.316406
	Iteration 58Q: 3 clusters Score -1289109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1289116.375000 Penalty: 4736.316406
	Iteration 59Q: 3 clusters Score -1289116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1289121.375000 Penalty: 4736.316406
	Iteration 60F: 3 clusters Score -1289121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1289131.875000 Penalty: 4736.316406
	Iteration 61Q: 3 clusters Score -1289132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1289137.125000 Penalty: 4736.316406
	Iteration 62Q: 3 clusters Score -1289137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1289143.875000 Penalty: 4736.316406
	Iteration 63Q: 3 clusters Score -1289144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1289144.625000 Penalty: 4736.316406
	Iteration 64Q: 3 clusters Score -1289145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1289146.375000 Penalty: 4736.316406
	Iteration 65Q: 3 clusters Score -1289146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1289145.875000 Penalty: 4736.316406
	Iteration 66Q: 3 clusters Score -1289146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1289150.875000 Penalty: 4736.316406
	Iteration 67Q: 3 clusters Score -1289151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1289159.125000 Penalty: 4736.316406
	Iteration 68Q: 3 clusters Score -1289159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1289158.375000 Penalty: 4736.316406
	Iteration 69Q: 3 clusters Score -1289158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1289159.875000 Penalty: 4736.316406
	Iteration 70Q: 3 clusters Score -1289160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1289159.500000 Penalty: 4736.316406
	Iteration 71Q: 3 clusters Score -1289160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1289164.625000 Penalty: 4736.316406
	Iteration 72Q: 3 clusters Score -1289165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1289168.250000 Penalty: 4736.316406
	Iteration 73Q: 3 clusters Score -1289168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1289166.500000 Penalty: 4736.316406
	Iteration 74Q: 3 clusters Score -1289166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1289173.000000 Penalty: 4736.316406
	Iteration 75Q: 3 clusters Score -1289173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1289171.125000 Penalty: 4736.316406
	Iteration 76Q: 3 clusters Score -1289171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1289174.375000 Penalty: 4736.316406
	Iteration 77Q: 3 clusters Score -1289174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1289179.500000 Penalty: 4736.316406
	Iteration 78Q: 3 clusters Score -1289180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1289177.625000 Penalty: 4736.316406
	Iteration 79Q: 3 clusters Score -1289178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1289180.250000 Penalty: 4736.316406
	Iteration 80F: 3 clusters Score -1289180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1289181.375000 Penalty: 4736.316406
	Iteration 81Q: 3 clusters Score -1289181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1289184.625000 Penalty: 4736.316406
	Iteration 82Q: 3 clusters Score -1289185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1289187.000000 Penalty: 4736.316406
	Iteration 83Q: 3 clusters Score -1289187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1289189.000000 Penalty: 4736.316406
	Iteration 84Q: 3 clusters Score -1289189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1289188.375000 Penalty: 4736.316406
	Iteration 85Q: 3 clusters Score -1289188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1289191.375000 Penalty: 4736.316406
	Iteration 86Q: 3 clusters Score -1289191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1289193.625000 Penalty: 4736.316406
	Iteration 87Q: 3 clusters Score -1289194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1289199.750000 Penalty: 4736.316406
	Iteration 88Q: 3 clusters Score -1289200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1289203.375000 Penalty: 4736.316406
	Iteration 89Q: 3 clusters Score -1289203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1289208.375000 Penalty: 4736.316406
	Iteration 90Q: 3 clusters Score -1289208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1289209.625000 Penalty: 4736.316406
	Iteration 91Q: 3 clusters Score -1289210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1289212.875000 Penalty: 4736.316406
	Iteration 92Q: 3 clusters Score -1289213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1289212.875000 Penalty: 4736.316406
	Iteration 93Q: 3 clusters Score -1289213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1289212.875000 Penalty: 4736.316406
	Iteration 94F: 3 clusters Score -1289213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Entering Unmasked Estep 
Score: -2649171.750000 Penalty: 2584.570801
	Iteration 0F: 2 clusters Score -2649172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2626384.500000 Penalty: 5169.141602
	Iteration 0F: 3 clusters Score -2626384 nChanged 15308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2635006.000000 Penalty: 5169.141602
	Iteration 1F: 3 clusters Score -2635006 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2635844.250000 Penalty: 5169.141602
	Iteration 2F: 3 clusters Score -2635844 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2636689.000000 Penalty: 5169.141602
	Iteration 3F: 3 clusters Score -2636689 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2637687.000000 Penalty: 5169.141602
	Iteration 4F: 3 clusters Score -2637687 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2638917.000000 Penalty: 5169.141602
	Iteration 5F: 3 clusters Score -2638917 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2640212.250000 Penalty: 5169.141602
	Iteration 6F: 3 clusters Score -2640212 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2641547.000000 Penalty: 5169.141602
	Iteration 7F: 3 clusters Score -2641547 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2642688.250000 Penalty: 5169.141602
	Iteration 8Q: 3 clusters Score -2642688 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -2643621.250000 Penalty: 5169.141602
	Iteration 9Q: 3 clusters Score -2643621 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -2644402.750000 Penalty: 5169.141602
	Iteration 10Q: 3 clusters Score -2644403 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -2645057.500000 Penalty: 5169.141602
	Iteration 11Q: 3 clusters Score -2645058 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -2645661.000000 Penalty: 5169.141602
	Iteration 12Q: 3 clusters Score -2645661 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -2646120.500000 Penalty: 5169.141602
	Iteration 13Q: 3 clusters Score -2646120 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -2646445.250000 Penalty: 5169.141602
	Iteration 14Q: 3 clusters Score -2646445 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -2646682.000000 Penalty: 5169.141602
	Iteration 15Q: 3 clusters Score -2646682 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -2646841.250000 Penalty: 5169.141602
	Iteration 16Q: 3 clusters Score -2646841 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -2646953.750000 Penalty: 5169.141602
	Iteration 17Q: 3 clusters Score -2646954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -2647046.250000 Penalty: 5169.141602
	Iteration 18Q: 3 clusters Score -2647046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -2647102.750000 Penalty: 5169.141602
	Iteration 19Q: 3 clusters Score -2647103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -2647152.750000 Penalty: 5169.141602
	Iteration 20F: 3 clusters Score -2647153 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -2647199.250000 Penalty: 5169.141602
	Iteration 21Q: 3 clusters Score -2647199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -2647228.000000 Penalty: 5169.141602
	Iteration 22Q: 3 clusters Score -2647228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -2647252.000000 Penalty: 5169.141602
	Iteration 23Q: 3 clusters Score -2647252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -2647267.500000 Penalty: 5169.141602
	Iteration 24Q: 3 clusters Score -2647268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -2647278.000000 Penalty: 5169.141602
	Iteration 25Q: 3 clusters Score -2647278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -2647290.500000 Penalty: 5169.141602
	Iteration 26Q: 3 clusters Score -2647290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -2647298.250000 Penalty: 5169.141602
	Iteration 27Q: 3 clusters Score -2647298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -2647315.500000 Penalty: 5169.141602
	Iteration 28Q: 3 clusters Score -2647316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -2647329.250000 Penalty: 5169.141602
	Iteration 29Q: 3 clusters Score -2647329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -2647340.000000 Penalty: 5169.141602
	Iteration 30Q: 3 clusters Score -2647340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -2647351.000000 Penalty: 5169.141602
	Iteration 31Q: 3 clusters Score -2647351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -2647354.750000 Penalty: 5169.141602
	Iteration 32Q: 3 clusters Score -2647355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -2647365.500000 Penalty: 5169.141602
	Iteration 33Q: 3 clusters Score -2647366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -2647371.500000 Penalty: 5169.141602
	Iteration 34Q: 3 clusters Score -2647372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -2647374.750000 Penalty: 5169.141602
	Iteration 35Q: 3 clusters Score -2647375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -2647376.250000 Penalty: 5169.141602
	Iteration 36Q: 3 clusters Score -2647376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -2647376.250000 Penalty: 5169.141602
	Iteration 37Q: 3 clusters Score -2647376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -2647377.000000 Penalty: 5169.141602
	Iteration 38Q: 3 clusters Score -2647377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -2647382.750000 Penalty: 5169.141602
	Iteration 39Q: 3 clusters Score -2647383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -2647387.750000 Penalty: 5169.141602
	Iteration 40F: 3 clusters Score -2647388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -2647388.750000 Penalty: 5169.141602
	Iteration 41Q: 3 clusters Score -2647389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -2647387.000000 Penalty: 5169.141602
	Iteration 42Q: 3 clusters Score -2647387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -2647395.000000 Penalty: 5169.141602
	Iteration 43Q: 3 clusters Score -2647395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -2647402.250000 Penalty: 5169.141602
	Iteration 44Q: 3 clusters Score -2647402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2647406.750000 Penalty: 5169.141602
	Iteration 45Q: 3 clusters Score -2647407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -2647412.000000 Penalty: 5169.141602
	Iteration 46Q: 3 clusters Score -2647412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -2647411.250000 Penalty: 5169.141602
	Iteration 47Q: 3 clusters Score -2647411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -2647419.000000 Penalty: 5169.141602
	Iteration 48Q: 3 clusters Score -2647419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -2647418.750000 Penalty: 5169.141602
	Iteration 49Q: 3 clusters Score -2647419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -2647421.250000 Penalty: 5169.141602
	Iteration 50Q: 3 clusters Score -2647421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -2647422.500000 Penalty: 5169.141602
	Iteration 51Q: 3 clusters Score -2647422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -2647424.750000 Penalty: 5169.141602
	Iteration 52Q: 3 clusters Score -2647425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -2647428.500000 Penalty: 5169.141602
	Iteration 53Q: 3 clusters Score -2647428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -2647429.750000 Penalty: 5169.141602
	Iteration 54Q: 3 clusters Score -2647430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -2647430.250000 Penalty: 5169.141602
	Iteration 55Q: 3 clusters Score -2647430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -2647429.500000 Penalty: 5169.141602
	Iteration 56Q: 3 clusters Score -2647430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -2647428.250000 Penalty: 5169.141602
	Iteration 57Q: 3 clusters Score -2647428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -2647429.000000 Penalty: 5169.141602
	Iteration 58Q: 3 clusters Score -2647429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2647433.250000 Penalty: 5169.141602
	Iteration 59Q: 3 clusters Score -2647433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2647433.250000 Penalty: 5169.141602
	Iteration 60F: 3 clusters Score -2647433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Entering Unmasked Estep 
Score: -4365233.500000 Penalty: 2700.603027
	Iteration 0F: 2 clusters Score -4365234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4329178.000000 Penalty: 5401.206055
	Iteration 0F: 3 clusters Score -4329178 nChanged 24898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4343231.000000 Penalty: 5401.206055
	Iteration 1F: 3 clusters Score -4343231 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4343874.500000 Penalty: 5401.206055
	Iteration 2Q: 3 clusters Score -4343874 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4344520.500000 Penalty: 5401.206055
	Iteration 3Q: 3 clusters Score -4344520 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4345195.500000 Penalty: 5401.206055
	Iteration 4Q: 3 clusters Score -4345196 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4345949.500000 Penalty: 5401.206055
	Iteration 5Q: 3 clusters Score -4345950 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4346859.000000 Penalty: 5401.206055
	Iteration 6Q: 3 clusters Score -4346859 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4347983.000000 Penalty: 5401.206055
	Iteration 7Q: 3 clusters Score -4347983 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -4349302.000000 Penalty: 5401.206055
	Iteration 8Q: 3 clusters Score -4349302 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4350631.500000 Penalty: 5401.206055
	Iteration 9F: 3 clusters Score -4350632 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4351869.000000 Penalty: 5401.206055
	Iteration 10Q: 3 clusters Score -4351869 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4352945.000000 Penalty: 5401.206055
	Iteration 11Q: 3 clusters Score -4352945 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4353720.500000 Penalty: 5401.206055
	Iteration 12Q: 3 clusters Score -4353720 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4354329.500000 Penalty: 5401.206055
	Iteration 13Q: 3 clusters Score -4354330 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4354715.500000 Penalty: 5401.206055
	Iteration 14Q: 3 clusters Score -4354716 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4355012.500000 Penalty: 5401.206055
	Iteration 15Q: 3 clusters Score -4355012 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4355261.000000 Penalty: 5401.206055
	Iteration 16Q: 3 clusters Score -4355261 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4355469.500000 Penalty: 5401.206055
	Iteration 17Q: 3 clusters Score -4355470 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4355652.500000 Penalty: 5401.206055
	Iteration 18Q: 3 clusters Score -4355652 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4355790.000000 Penalty: 5401.206055
	Iteration 19Q: 3 clusters Score -4355790 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -4355898.500000 Penalty: 5401.206055
	Iteration 20F: 3 clusters Score -4355898 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -4355980.500000 Penalty: 5401.206055
	Iteration 21Q: 3 clusters Score -4355980 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4356031.500000 Penalty: 5401.206055
	Iteration 22Q: 3 clusters Score -4356032 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4356103.500000 Penalty: 5401.206055
	Iteration 23Q: 3 clusters Score -4356104 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4356151.000000 Penalty: 5401.206055
	Iteration 24Q: 3 clusters Score -4356151 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4356184.000000 Penalty: 5401.206055
	Iteration 25Q: 3 clusters Score -4356184 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -4356199.000000 Penalty: 5401.206055
	Iteration 26Q: 3 clusters Score -4356199 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4356239.000000 Penalty: 5401.206055
	Iteration 27Q: 3 clusters Score -4356239 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4356266.500000 Penalty: 5401.206055
	Iteration 28Q: 3 clusters Score -4356266 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4356277.000000 Penalty: 5401.206055
	Iteration 29Q: 3 clusters Score -4356277 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -4356291.000000 Penalty: 5401.206055
	Iteration 30Q: 3 clusters Score -4356291 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4356316.000000 Penalty: 5401.206055
	Iteration 31Q: 3 clusters Score -4356316 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4356333.000000 Penalty: 5401.206055
	Iteration 32Q: 3 clusters Score -4356333 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4356353.000000 Penalty: 5401.206055
	Iteration 33Q: 3 clusters Score -4356353 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4356356.500000 Penalty: 5401.206055
	Iteration 34Q: 3 clusters Score -4356356 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4356380.500000 Penalty: 5401.206055
	Iteration 35Q: 3 clusters Score -4356380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4356391.000000 Penalty: 5401.206055
	Iteration 36Q: 3 clusters Score -4356391 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4356397.500000 Penalty: 5401.206055
	Iteration 37Q: 3 clusters Score -4356398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4356427.500000 Penalty: 5401.206055
	Iteration 38Q: 3 clusters Score -4356428 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4356439.500000 Penalty: 5401.206055
	Iteration 39Q: 3 clusters Score -4356440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4356457.000000 Penalty: 5401.206055
	Iteration 40F: 3 clusters Score -4356457 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4356450.000000 Penalty: 5401.206055
	Iteration 41Q: 3 clusters Score -4356450 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4356489.000000 Penalty: 5401.206055
	Iteration 42Q: 3 clusters Score -4356489 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4356540.000000 Penalty: 5401.206055
	Iteration 43Q: 3 clusters Score -4356540 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4356584.500000 Penalty: 5401.206055
	Iteration 44Q: 3 clusters Score -4356584 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4356663.000000 Penalty: 5401.206055
	Iteration 45Q: 3 clusters Score -4356663 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4356746.500000 Penalty: 5401.206055
	Iteration 46Q: 3 clusters Score -4356746 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4356843.500000 Penalty: 5401.206055
	Iteration 47Q: 3 clusters Score -4356844 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4357059.500000 Penalty: 5401.206055
	Iteration 48Q: 3 clusters Score -4357060 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4357264.500000 Penalty: 5401.206055
	Iteration 49Q: 3 clusters Score -4357264 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4357555.500000 Penalty: 5401.206055
	Iteration 50Q: 3 clusters Score -4357556 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4357952.000000 Penalty: 5401.206055
	Iteration 51Q: 3 clusters Score -4357952 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4358434.500000 Penalty: 5401.206055
	Iteration 52Q: 3 clusters Score -4358434 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4358973.500000 Penalty: 5401.206055
	Iteration 53Q: 3 clusters Score -4358974 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4359570.500000 Penalty: 5401.206055
	Iteration 54Q: 3 clusters Score -4359570 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4360094.500000 Penalty: 5401.206055
	Iteration 55Q: 3 clusters Score -4360094 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4360579.500000 Penalty: 5401.206055
	Iteration 56Q: 3 clusters Score -4360580 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4361030.000000 Penalty: 5401.206055
	Iteration 57Q: 3 clusters Score -4361030 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -4361444.500000 Penalty: 5401.206055
	Iteration 58Q: 3 clusters Score -4361444 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4361902.000000 Penalty: 5401.206055
	Iteration 59Q: 3 clusters Score -4361902 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -4362299.000000 Penalty: 5401.206055
	Iteration 60F: 3 clusters Score -4362299 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4362674.000000 Penalty: 5401.206055
	Iteration 61Q: 3 clusters Score -4362674 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4362957.000000 Penalty: 5401.206055
	Iteration 62Q: 3 clusters Score -4362957 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4363266.500000 Penalty: 5401.206055
	Iteration 63Q: 3 clusters Score -4363266 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4363501.000000 Penalty: 5401.206055
	Iteration 64Q: 3 clusters Score -4363501 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4363683.000000 Penalty: 5401.206055
	Iteration 65Q: 3 clusters Score -4363683 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4363814.500000 Penalty: 5401.206055
	Iteration 66Q: 3 clusters Score -4363814 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4363913.000000 Penalty: 5401.206055
	Iteration 67Q: 3 clusters Score -4363913 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -4363972.500000 Penalty: 5401.206055
	Iteration 68Q: 3 clusters Score -4363972 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4364022.500000 Penalty: 5401.206055
	Iteration 69Q: 3 clusters Score -4364022 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4364053.000000 Penalty: 5401.206055
	Iteration 70Q: 3 clusters Score -4364053 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4364095.500000 Penalty: 5401.206055
	Iteration 71Q: 3 clusters Score -4364096 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4364098.500000 Penalty: 5401.206055
	Iteration 72Q: 3 clusters Score -4364098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4364117.500000 Penalty: 5401.206055
	Iteration 73Q: 3 clusters Score -4364118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4364121.000000 Penalty: 5401.206055
	Iteration 74Q: 3 clusters Score -4364121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4364132.500000 Penalty: 5401.206055
	Iteration 75Q: 3 clusters Score -4364132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4364140.000000 Penalty: 5401.206055
	Iteration 76Q: 3 clusters Score -4364140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4364149.000000 Penalty: 5401.206055
	Iteration 77Q: 3 clusters Score -4364149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4364152.500000 Penalty: 5401.206055
	Iteration 78Q: 3 clusters Score -4364152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4364159.500000 Penalty: 5401.206055
	Iteration 79Q: 3 clusters Score -4364160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 80F: 3 clusters Score -4364159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4364158.000000 Penalty: 5401.206055
	Iteration 81Q: 3 clusters Score -4364158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4364154.500000 Penalty: 5401.206055
	Iteration 82Q: 3 clusters Score -4364154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -4364152.500000 Penalty: 5401.206055
	Iteration 83Q: 3 clusters Score -4364152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4364157.000000 Penalty: 5401.206055
	Iteration 84Q: 3 clusters Score -4364157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4364153.500000 Penalty: 5401.206055
	Iteration 85Q: 3 clusters Score -4364154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4364156.500000 Penalty: 5401.206055
	Iteration 86Q: 3 clusters Score -4364156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4364154.500000 Penalty: 5401.206055
	Iteration 87Q: 3 clusters Score -4364154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4364153.000000 Penalty: 5401.206055
	Iteration 88Q: 3 clusters Score -4364153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4364154.500000 Penalty: 5401.206055
	Iteration 89Q: 3 clusters Score -4364154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4364155.500000 Penalty: 5401.206055
	Iteration 90Q: 3 clusters Score -4364156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4364157.000000 Penalty: 5401.206055
	Iteration 91Q: 3 clusters Score -4364157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4364164.500000 Penalty: 5401.206055
	Iteration 92Q: 3 clusters Score -4364164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 93Q: 3 clusters Score -4364159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 94Q: 3 clusters Score -4364159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4364163.500000 Penalty: 5401.206055
	Iteration 95Q: 3 clusters Score -4364164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4364163.500000 Penalty: 5401.206055
	Iteration 96Q: 3 clusters Score -4364164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4364160.000000 Penalty: 5401.206055
	Iteration 97Q: 3 clusters Score -4364160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4364165.000000 Penalty: 5401.206055
	Iteration 98Q: 3 clusters Score -4364165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4364167.500000 Penalty: 5401.206055
	Iteration 99Q: 3 clusters Score -4364168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4364173.000000 Penalty: 5401.206055
	Iteration 100F: 3 clusters Score -4364173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4364171.000000 Penalty: 5401.206055
	Iteration 101Q: 3 clusters Score -4364171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4364171.000000 Penalty: 5401.206055
	Iteration 102F: 3 clusters Score -4364171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -123400.820312 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -123400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -120891.046875 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -120891 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121348.718750 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -121348.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -121526.828125 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -121526.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -121677.656250 Penalty: 3721.631592
	Iteration 3F: 3 clusters Score -121677.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -121753.296875 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -121753.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -121802.578125 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -121802.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -121839.984375 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -121840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -121866.000000 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -121866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -121883.820312 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -121883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -121906.875000 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -121906.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -121928.218750 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -121928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -121939.062500 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -121939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -121950.398438 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -121950.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -121959.570312 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -121959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -121970.101562 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -121970.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -121977.648438 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -121977.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -121991.445312 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -121991.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -122013.648438 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -122013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -122026.992188 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -122027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -122041.578125 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -122041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -122052.734375 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -122052.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -122065.531250 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -122065.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -122086.648438 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -122086.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -122109.429688 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -122109.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122141.000000 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -122141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -122176.156250 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -122176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122195.679688 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -122195.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122212.875000 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -122212.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -122233.406250 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -122233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -122249.750000 Penalty: 3721.631592
	Iteration 29Q: 3 clusters Score -122249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122269.890625 Penalty: 3721.631592
	Iteration 30Q: 3 clusters Score -122269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122294.960938 Penalty: 3721.631592
	Iteration 31Q: 3 clusters Score -122295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122332.359375 Penalty: 3721.631592
	Iteration 32Q: 3 clusters Score -122332.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122394.781250 Penalty: 3721.631592
	Iteration 33Q: 3 clusters Score -122394.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -122469.304688 Penalty: 3721.631592
	Iteration 34Q: 3 clusters Score -122469.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -122541.265625 Penalty: 3721.631592
	Iteration 35Q: 3 clusters Score -122541.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -122616.468750 Penalty: 3721.631592
	Iteration 36Q: 3 clusters Score -122616.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -122679.468750 Penalty: 3721.631592
	Iteration 37Q: 3 clusters Score -122679.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -122713.835938 Penalty: 3721.631592
	Iteration 38Q: 3 clusters Score -122713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -122726.687500 Penalty: 3721.631592
	Iteration 39Q: 3 clusters Score -122726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122735.304688 Penalty: 3721.631592
	Iteration 40F: 3 clusters Score -122735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -122738.968750 Penalty: 3721.631592
	Iteration 41Q: 3 clusters Score -122739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122742.914062 Penalty: 3721.631592
	Iteration 42Q: 3 clusters Score -122742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122746.000000 Penalty: 3721.631592
	Iteration 43Q: 3 clusters Score -122746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122747.859375 Penalty: 3721.631592
	Iteration 44Q: 3 clusters Score -122747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122747.859375 Penalty: 3721.631592
	Iteration 45F: 3 clusters Score -122747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Entering Unmasked Estep 
Score: -1399982.500000 Penalty: 2426.480713
	Iteration 0F: 2 clusters Score -1399982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1387303.375000 Penalty: 4852.961426
	Iteration 0F: 3 clusters Score -1387303 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1391864.875000 Penalty: 4852.961426
	Iteration 1F: 3 clusters Score -1391865 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1392619.625000 Penalty: 4852.961426
	Iteration 2F: 3 clusters Score -1392620 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1393415.000000 Penalty: 4852.961426
	Iteration 3F: 3 clusters Score -1393415 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1394237.125000 Penalty: 4852.961426
	Iteration 4F: 3 clusters Score -1394237 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1394945.500000 Penalty: 4852.961426
	Iteration 5F: 3 clusters Score -1394946 nChanged 967
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1395517.625000 Penalty: 4852.961426
	Iteration 6F: 3 clusters Score -1395518 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1395895.375000 Penalty: 4852.961426
	Iteration 7Q: 3 clusters Score -1395895 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1396186 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1396483 nChanged 482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1396846 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1397252 nChanged 470
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Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1397599 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1397778 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1397863 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1397924.000000 Penalty: 4852.961426
	Iteration 15Q: 3 clusters Score -1397924 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1397961.250000 Penalty: 4852.961426
	Iteration 16Q: 3 clusters Score -1397961 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1397989 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1398014.125000 Penalty: 4852.961426
	Iteration 18Q: 3 clusters Score -1398014 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1398036.125000 Penalty: 4852.961426
	Iteration 19Q: 3 clusters Score -1398036 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1398053.625000 Penalty: 4852.961426
	Iteration 20F: 3 clusters Score -1398054 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1398068 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1398085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1398091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1398109.000000 Penalty: 4852.961426
	Iteration 24Q: 3 clusters Score -1398109 nChanged 77
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Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1398118.000000 Penalty: 4852.961426
	Iteration 25Q: 3 clusters Score -1398118 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1398129.750000 Penalty: 4852.961426
	Iteration 26Q: 3 clusters Score -1398130 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1398137.875000 Penalty: 4852.961426
	Iteration 27Q: 3 clusters Score -1398138 nChanged 55
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Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1398139 nChanged 59
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Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1398155.750000 Penalty: 4852.961426
	Iteration 29Q: 3 clusters Score -1398156 nChanged 41
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Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1398154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1398161.750000 Penalty: 4852.961426
	Iteration 31Q: 3 clusters Score -1398162 nChanged 51
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1398173.500000 Penalty: 4852.961426
	Iteration 32Q: 3 clusters Score -1398174 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1398183.000000 Penalty: 4852.961426
	Iteration 33Q: 3 clusters Score -1398183 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1398187.500000 Penalty: 4852.961426
	Iteration 34Q: 3 clusters Score -1398188 nChanged 53
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1398196.125000 Penalty: 4852.961426
	Iteration 35Q: 3 clusters Score -1398196 nChanged 50
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Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1398210.750000 Penalty: 4852.961426
	Iteration 36Q: 3 clusters Score -1398211 nChanged 54
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Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1398223.625000 Penalty: 4852.961426
	Iteration 37Q: 3 clusters Score -1398224 nChanged 62
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Mstep: Class 1 contains 9846 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1398228 nChanged 53
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Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1398241.500000 Penalty: 4852.961426
	Iteration 39Q: 3 clusters Score -1398242 nChanged 58
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Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1398250.625000 Penalty: 4852.961426
	Iteration 40F: 3 clusters Score -1398251 nChanged 59
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Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1398260 nChanged 70
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Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1398270 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1398292.750000 Penalty: 4852.961426
	Iteration 43Q: 3 clusters Score -1398293 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1398306 nChanged 97
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1398329.250000 Penalty: 4852.961426
	Iteration 45Q: 3 clusters Score -1398329 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1398354 nChanged 110
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Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1398380 nChanged 107
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Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1398410.000000 Penalty: 4852.961426
	Iteration 48Q: 3 clusters Score -1398410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1398454.625000 Penalty: 4852.961426
	Iteration 49Q: 3 clusters Score -1398455 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1398490.750000 Penalty: 4852.961426
	Iteration 50Q: 3 clusters Score -1398491 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1398521.625000 Penalty: 4852.961426
	Iteration 51Q: 3 clusters Score -1398522 nChanged 118
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Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1398570 nChanged 154
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Mstep: Class 1 contains 8984 members 
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Score: -1398639.375000 Penalty: 4852.961426
	Iteration 53Q: 3 clusters Score -1398639 nChanged 175
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Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1398707.125000 Penalty: 4852.961426
	Iteration 54Q: 3 clusters Score -1398707 nChanged 160
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Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1398768 nChanged 149
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Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1398815.625000 Penalty: 4852.961426
	Iteration 56Q: 3 clusters Score -1398816 nChanged 141
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Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1398863 nChanged 130
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Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1398905.125000 Penalty: 4852.961426
	Iteration 58Q: 3 clusters Score -1398905 nChanged 128
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1398943.000000 Penalty: 4852.961426
	Iteration 59Q: 3 clusters Score -1398943 nChanged 126
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Mstep: Class 1 contains 8127 members 
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Entering Unmasked Estep 
Score: -1398975.875000 Penalty: 4852.961426
	Iteration 60F: 3 clusters Score -1398976 nChanged 98
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Mstep: Class 1 contains 8029 members 
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Score: -1398999.375000 Penalty: 4852.961426
	Iteration 61Q: 3 clusters Score -1398999 nChanged 87
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Mstep: Class 1 contains 7946 members 
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Entering Unmasked Estep 
Score: -1399024.125000 Penalty: 4852.961426
	Iteration 62Q: 3 clusters Score -1399024 nChanged 89
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Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1399053.500000 Penalty: 4852.961426
	Iteration 63Q: 3 clusters Score -1399054 nChanged 89
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Mstep: Class 1 contains 7774 members 
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Entering Unmasked Estep 
Score: -1399070.500000 Penalty: 4852.961426
	Iteration 64Q: 3 clusters Score -1399070 nChanged 87
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Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1399092.625000 Penalty: 4852.961426
	Iteration 65Q: 3 clusters Score -1399093 nChanged 94
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Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1399116.500000 Penalty: 4852.961426
	Iteration 66Q: 3 clusters Score -1399116 nChanged 95
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Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1399129.375000 Penalty: 4852.961426
	Iteration 67Q: 3 clusters Score -1399129 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1399150.125000 Penalty: 4852.961426
	Iteration 68Q: 3 clusters Score -1399150 nChanged 75
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Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1399165.500000 Penalty: 4852.961426
	Iteration 69Q: 3 clusters Score -1399166 nChanged 69
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Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1399171.500000 Penalty: 4852.961426
	Iteration 70Q: 3 clusters Score -1399172 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1399189.750000 Penalty: 4852.961426
	Iteration 71Q: 3 clusters Score -1399190 nChanged 75
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Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1399202.625000 Penalty: 4852.961426
	Iteration 72Q: 3 clusters Score -1399203 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1399217.500000 Penalty: 4852.961426
	Iteration 73Q: 3 clusters Score -1399218 nChanged 52
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Mstep: Class 1 contains 7032 members 
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Entering Unmasked Estep 
Score: -1399222.500000 Penalty: 4852.961426
	Iteration 74Q: 3 clusters Score -1399222 nChanged 41
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Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1399225 nChanged 33
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Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 10791 members 
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	Iteration 76Q: 3 clusters Score -1399226 nChanged 38
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Mstep: Class 1 contains 6922 members 
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Score: -1399237.750000 Penalty: 4852.961426
	Iteration 77Q: 3 clusters Score -1399238 nChanged 31
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Mstep: Class 1 contains 6891 members 
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Score: -1399246.250000 Penalty: 4852.961426
	Iteration 78Q: 3 clusters Score -1399246 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6867 members 
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	Iteration 79Q: 3 clusters Score -1399246 nChanged 21
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 10905 members 
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Score: -1399247.000000 Penalty: 4852.961426
	Iteration 80F: 3 clusters Score -1399247 nChanged 33
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Mstep: Class 1 contains 6813 members 
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	Iteration 81Q: 3 clusters Score -1399252 nChanged 45
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Mstep: Class 1 contains 6768 members 
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Score: -1399261.250000 Penalty: 4852.961426
	Iteration 82Q: 3 clusters Score -1399261 nChanged 35
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Mstep: Class 1 contains 6733 members 
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	Iteration 83Q: 3 clusters Score -1399267 nChanged 44
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Mstep: Class 1 contains 6691 members 
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	Iteration 84Q: 3 clusters Score -1399270 nChanged 33
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Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1399276.625000 Penalty: 4852.961426
	Iteration 85Q: 3 clusters Score -1399277 nChanged 35
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Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1399283.625000 Penalty: 4852.961426
	Iteration 86Q: 3 clusters Score -1399284 nChanged 25
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1399283 nChanged 23
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Mstep: Class 1 contains 6575 members 
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	Iteration 88Q: 3 clusters Score -1399284 nChanged 21
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1399286.125000 Penalty: 4852.961426
	Iteration 89Q: 3 clusters Score -1399286 nChanged 15
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1399287 nChanged 15
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Mstep: Class 1 contains 6524 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1399288 nChanged 12
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Mstep: Class 1 contains 6512 members 
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Score: -1399290.250000 Penalty: 4852.961426
	Iteration 92Q: 3 clusters Score -1399290 nChanged 12
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Mstep: Class 1 contains 6500 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1399288 nChanged 6
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Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1399289 nChanged 8
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Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1399291 nChanged 12
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Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1399290 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1399292.375000 Penalty: 4852.961426
	Iteration 97Q: 3 clusters Score -1399292 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6450 members 
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Entering Unmasked Estep 
Score: -1399297.250000 Penalty: 4852.961426
	Iteration 98Q: 3 clusters Score -1399297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1399294.875000 Penalty: 4852.961426
	Iteration 99Q: 3 clusters Score -1399295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1399296.750000 Penalty: 4852.961426
	Iteration 100F: 3 clusters Score -1399297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1399298.500000 Penalty: 4852.961426
	Iteration 101Q: 3 clusters Score -1399298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1399297.625000 Penalty: 4852.961426
	Iteration 102Q: 3 clusters Score -1399298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1399296.250000 Penalty: 4852.961426
	Iteration 103Q: 3 clusters Score -1399296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1399296.250000 Penalty: 4852.961426
	Iteration 104F: 3 clusters Score -1399296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Entering Unmasked Estep 
Score: -7997415.500000 Penalty: 2854.039551
	Iteration 0F: 2 clusters Score -7997416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -7931064.500000 Penalty: 5708.079102
	Iteration 0F: 3 clusters Score -7931064 nChanged 46929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -7957867.000000 Penalty: 5708.079102
	Iteration 1F: 3 clusters Score -7957867 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -7958803.000000 Penalty: 5708.079102
	Iteration 2Q: 3 clusters Score -7958803 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -7960015.000000 Penalty: 5708.079102
	Iteration 3Q: 3 clusters Score -7960015 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -7961666.500000 Penalty: 5708.079102
	Iteration 4Q: 3 clusters Score -7961666 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -7964282.000000 Penalty: 5708.079102
	Iteration 5Q: 3 clusters Score -7964282 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -7968106.000000 Penalty: 5708.079102
	Iteration 6F: 3 clusters Score -7968106 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -7973239.000000 Penalty: 5708.079102
	Iteration 7F: 3 clusters Score -7973239 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -7979258.000000 Penalty: 5708.079102
	Iteration 8F: 3 clusters Score -7979258 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -7984786.500000 Penalty: 5708.079102
	Iteration 9F: 3 clusters Score -7984786 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -7988768.000000 Penalty: 5708.079102
	Iteration 10Q: 3 clusters Score -7988768 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -7991236.500000 Penalty: 5708.079102
	Iteration 11Q: 3 clusters Score -7991236 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -7992651.500000 Penalty: 5708.079102
	Iteration 12Q: 3 clusters Score -7992652 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -7993484.500000 Penalty: 5708.079102
	Iteration 13Q: 3 clusters Score -7993484 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -7994028.000000 Penalty: 5708.079102
	Iteration 14Q: 3 clusters Score -7994028 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -7994373.500000 Penalty: 5708.079102
	Iteration 15Q: 3 clusters Score -7994374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -7994589.000000 Penalty: 5708.079102
	Iteration 16Q: 3 clusters Score -7994589 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -7994735.500000 Penalty: 5708.079102
	Iteration 17Q: 3 clusters Score -7994736 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -7994807.000000 Penalty: 5708.079102
	Iteration 18Q: 3 clusters Score -7994807 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -7994877.000000 Penalty: 5708.079102
	Iteration 19Q: 3 clusters Score -7994877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -7994940.000000 Penalty: 5708.079102
	Iteration 20F: 3 clusters Score -7994940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -7994968.000000 Penalty: 5708.079102
	Iteration 21Q: 3 clusters Score -7994968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -7995003.000000 Penalty: 5708.079102
	Iteration 22Q: 3 clusters Score -7995003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -7995035.500000 Penalty: 5708.079102
	Iteration 23Q: 3 clusters Score -7995036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -7995050.000000 Penalty: 5708.079102
	Iteration 24Q: 3 clusters Score -7995050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -7995085.000000 Penalty: 5708.079102
	Iteration 25Q: 3 clusters Score -7995085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -7995093.500000 Penalty: 5708.079102
	Iteration 26Q: 3 clusters Score -7995094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -7995105.500000 Penalty: 5708.079102
	Iteration 27Q: 3 clusters Score -7995106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -7995106.000000 Penalty: 5708.079102
	Iteration 28Q: 3 clusters Score -7995106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -7995124.500000 Penalty: 5708.079102
	Iteration 29Q: 3 clusters Score -7995124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -7995142.500000 Penalty: 5708.079102
	Iteration 30Q: 3 clusters Score -7995142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -7995134.000000 Penalty: 5708.079102
	Iteration 31Q: 3 clusters Score -7995134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -7995143.000000 Penalty: 5708.079102
	Iteration 32Q: 3 clusters Score -7995143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -7995152.500000 Penalty: 5708.079102
	Iteration 33Q: 3 clusters Score -7995152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -7995154.500000 Penalty: 5708.079102
	Iteration 34Q: 3 clusters Score -7995154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -7995159.500000 Penalty: 5708.079102
	Iteration 35Q: 3 clusters Score -7995160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -7995165.500000 Penalty: 5708.079102
	Iteration 36Q: 3 clusters Score -7995166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -7995169.000000 Penalty: 5708.079102
	Iteration 37Q: 3 clusters Score -7995169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -7995170.500000 Penalty: 5708.079102
	Iteration 38Q: 3 clusters Score -7995170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -7995182.000000 Penalty: 5708.079102
	Iteration 39Q: 3 clusters Score -7995182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -7995186.500000 Penalty: 5708.079102
	Iteration 40F: 3 clusters Score -7995186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -7995185.500000 Penalty: 5708.079102
	Iteration 41Q: 3 clusters Score -7995186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -7995191.500000 Penalty: 5708.079102
	Iteration 42Q: 3 clusters Score -7995192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -7995197.500000 Penalty: 5708.079102
	Iteration 43Q: 3 clusters Score -7995198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -7995197.500000 Penalty: 5708.079102
	Iteration 44Q: 3 clusters Score -7995198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -7995211.500000 Penalty: 5708.079102
	Iteration 45Q: 3 clusters Score -7995212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -7995216.000000 Penalty: 5708.079102
	Iteration 46Q: 3 clusters Score -7995216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -7995210.500000 Penalty: 5708.079102
	Iteration 47Q: 3 clusters Score -7995210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -7995210.500000 Penalty: 5708.079102
	Iteration 48Q: 3 clusters Score -7995210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -7995225.500000 Penalty: 5708.079102
	Iteration 49Q: 3 clusters Score -7995226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -7995222.500000 Penalty: 5708.079102
	Iteration 50Q: 3 clusters Score -7995222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -7995221.500000 Penalty: 5708.079102
	Iteration 51Q: 3 clusters Score -7995222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -7995224.500000 Penalty: 5708.079102
	Iteration 52Q: 3 clusters Score -7995224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -7995230.000000 Penalty: 5708.079102
	Iteration 53Q: 3 clusters Score -7995230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -7995230.000000 Penalty: 5708.079102
	Iteration 54F: 3 clusters Score -7995230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -132790.703125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -132790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -130531.312500 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -130531.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131001.781250 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -131001.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -131157.718750 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -131157.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131247.015625 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -131247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -131347.046875 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -131347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131457.468750 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -131457.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131551.562500 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -131551.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -131630.531250 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -131630.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131691.890625 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -131691.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131741.203125 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -131741.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131783.984375 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -131784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131825.671875 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -131825.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131883.453125 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -131883.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131917.531250 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -131917.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131936.359375 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -131936.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131956.593750 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -131956.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131977.593750 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -131977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131991.890625 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -131991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132006.875000 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -132006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132019.718750 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -132019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132031.796875 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -132031.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132043.296875 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -132043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -132054.125000 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -132054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132058.031250 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -132058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132061.937500 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -132061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132061.937500 Penalty: 3622.706055
	Iteration 25F: 3 clusters Score -132061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Entering Unmasked Estep 
Score: -531916.562500 Penalty: 2142.968750
	Iteration 0F: 2 clusters Score -531916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -526951.062500 Penalty: 4285.937500
	Iteration 0F: 3 clusters Score -526951.1 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -528230.500000 Penalty: 4285.937500
	Iteration 1F: 3 clusters Score -528230.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -528546.875000 Penalty: 4285.937500
	Iteration 2F: 3 clusters Score -528546.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -528736.687500 Penalty: 4285.937500
	Iteration 3F: 3 clusters Score -528736.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -528872.187500 Penalty: 4285.937500
	Iteration 4Q: 3 clusters Score -528872.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -528985.062500 Penalty: 4285.937500
	Iteration 5Q: 3 clusters Score -528985.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -529097.625000 Penalty: 4285.937500
	Iteration 6Q: 3 clusters Score -529097.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -529204.125000 Penalty: 4285.937500
	Iteration 7Q: 3 clusters Score -529204.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -529324.250000 Penalty: 4285.937500
	Iteration 8Q: 3 clusters Score -529324.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -529440.125000 Penalty: 4285.937500
	Iteration 9Q: 3 clusters Score -529440.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -529552.937500 Penalty: 4285.937500
	Iteration 10Q: 3 clusters Score -529552.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -529659.312500 Penalty: 4285.937500
	Iteration 11Q: 3 clusters Score -529659.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -529773.312500 Penalty: 4285.937500
	Iteration 12Q: 3 clusters Score -529773.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -529867.750000 Penalty: 4285.937500
	Iteration 13Q: 3 clusters Score -529867.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -529955.937500 Penalty: 4285.937500
	Iteration 14Q: 3 clusters Score -529955.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -530019.625000 Penalty: 4285.937500
	Iteration 15Q: 3 clusters Score -530019.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -530068.625000 Penalty: 4285.937500
	Iteration 16Q: 3 clusters Score -530068.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -530109.000000 Penalty: 4285.937500
	Iteration 17Q: 3 clusters Score -530109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -530143.125000 Penalty: 4285.937500
	Iteration 18Q: 3 clusters Score -530143.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -530167.687500 Penalty: 4285.937500
	Iteration 19Q: 3 clusters Score -530167.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -530189.375000 Penalty: 4285.937500
	Iteration 20F: 3 clusters Score -530189.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -530206.375000 Penalty: 4285.937500
	Iteration 21Q: 3 clusters Score -530206.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -530223.125000 Penalty: 4285.937500
	Iteration 22Q: 3 clusters Score -530223.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -530241.687500 Penalty: 4285.937500
	Iteration 23Q: 3 clusters Score -530241.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -530252.562500 Penalty: 4285.937500
	Iteration 24Q: 3 clusters Score -530252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -530259.562500 Penalty: 4285.937500
	Iteration 25Q: 3 clusters Score -530259.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -530266.812500 Penalty: 4285.937500
	Iteration 26Q: 3 clusters Score -530266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -530270.312500 Penalty: 4285.937500
	Iteration 27Q: 3 clusters Score -530270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -530277.125000 Penalty: 4285.937500
	Iteration 28Q: 3 clusters Score -530277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -530279.875000 Penalty: 4285.937500
	Iteration 29Q: 3 clusters Score -530279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -530283.250000 Penalty: 4285.937500
	Iteration 30Q: 3 clusters Score -530283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -530285.625000 Penalty: 4285.937500
	Iteration 31Q: 3 clusters Score -530285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -530286.312500 Penalty: 4285.937500
	Iteration 32Q: 3 clusters Score -530286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -530289.875000 Penalty: 4285.937500
	Iteration 33Q: 3 clusters Score -530289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -530291.875000 Penalty: 4285.937500
	Iteration 34Q: 3 clusters Score -530291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -530293.687500 Penalty: 4285.937500
	Iteration 35Q: 3 clusters Score -530293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -530294.937500 Penalty: 4285.937500
	Iteration 36Q: 3 clusters Score -530294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -530297.500000 Penalty: 4285.937500
	Iteration 37Q: 3 clusters Score -530297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -530301.000000 Penalty: 4285.937500
	Iteration 38Q: 3 clusters Score -530301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -530303.500000 Penalty: 4285.937500
	Iteration 39Q: 3 clusters Score -530303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -530304.687500 Penalty: 4285.937500
	Iteration 40F: 3 clusters Score -530304.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -530308.062500 Penalty: 4285.937500
	Iteration 41Q: 3 clusters Score -530308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -530311.000000 Penalty: 4285.937500
	Iteration 42Q: 3 clusters Score -530311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -530313.187500 Penalty: 4285.937500
	Iteration 43Q: 3 clusters Score -530313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -530315.750000 Penalty: 4285.937500
	Iteration 44Q: 3 clusters Score -530315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -530319.250000 Penalty: 4285.937500
	Iteration 45Q: 3 clusters Score -530319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -530319.187500 Penalty: 4285.937500
	Iteration 46Q: 3 clusters Score -530319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -530319.687500 Penalty: 4285.937500
	Iteration 47Q: 3 clusters Score -530319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -530319.687500 Penalty: 4285.937500
	Iteration 48F: 3 clusters Score -530319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -447481.343750 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -447481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -442785.187500 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -442785.2 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -443880.656250 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -443880.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -444064.906250 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -444064.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -444159.875000 Penalty: 4249.482910
	Iteration 3Q: 3 clusters Score -444159.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -444217.031250 Penalty: 4249.482910
	Iteration 4Q: 3 clusters Score -444217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -444258.093750 Penalty: 4249.482910
	Iteration 5Q: 3 clusters Score -444258.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -444292.093750 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -444292.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -444318.218750 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -444318.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -444337.375000 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -444337.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -444356.781250 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -444356.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -444369.687500 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -444369.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -444382.593750 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -444382.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -444395.625000 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -444395.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -444403.375000 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -444403.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -444409.562500 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -444409.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -444413.718750 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -444413.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -444418.312500 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -444418.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -444423.062500 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -444423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -444427.500000 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -444427.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -444434.562500 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -444434.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -444442.500000 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -444442.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -444449.531250 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -444449.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -444456.062500 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -444456.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -444463.187500 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -444463.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -444469.156250 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -444469.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -444475.156250 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -444475.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -444480.218750 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -444480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -444485.218750 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -444485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -444487.375000 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -444487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -444489.656250 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -444489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -444492.562500 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -444492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -444496.937500 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -444496.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -444500.625000 Penalty: 4249.482910
	Iteration 32Q: 3 clusters Score -444500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -444502.156250 Penalty: 4249.482910
	Iteration 33Q: 3 clusters Score -444502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -444504.406250 Penalty: 4249.482910
	Iteration 34Q: 3 clusters Score -444504.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -444506.531250 Penalty: 4249.482910
	Iteration 35Q: 3 clusters Score -444506.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -444509.218750 Penalty: 4249.482910
	Iteration 36Q: 3 clusters Score -444509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -444512.000000 Penalty: 4249.482910
	Iteration 37Q: 3 clusters Score -444512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -444512.968750 Penalty: 4249.482910
	Iteration 38Q: 3 clusters Score -444513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -444513.937500 Penalty: 4249.482910
	Iteration 39Q: 3 clusters Score -444513.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -444517.656250 Penalty: 4249.482910
	Iteration 40F: 3 clusters Score -444517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -444518.625000 Penalty: 4249.482910
	Iteration 41Q: 3 clusters Score -444518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -444522.125000 Penalty: 4249.482910
	Iteration 42Q: 3 clusters Score -444522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -444526.062500 Penalty: 4249.482910
	Iteration 43Q: 3 clusters Score -444526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -444528.250000 Penalty: 4249.482910
	Iteration 44Q: 3 clusters Score -444528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -444530.937500 Penalty: 4249.482910
	Iteration 45Q: 3 clusters Score -444530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -444531.812500 Penalty: 4249.482910
	Iteration 46Q: 3 clusters Score -444531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -444533.125000 Penalty: 4249.482910
	Iteration 47Q: 3 clusters Score -444533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -444536.750000 Penalty: 4249.482910
	Iteration 48Q: 3 clusters Score -444536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -444538.687500 Penalty: 4249.482910
	Iteration 49Q: 3 clusters Score -444538.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -444539.656250 Penalty: 4249.482910
	Iteration 50Q: 3 clusters Score -444539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -444541.031250 Penalty: 4249.482910
	Iteration 51Q: 3 clusters Score -444541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -444542.718750 Penalty: 4249.482910
	Iteration 52Q: 3 clusters Score -444542.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -444545.875000 Penalty: 4249.482910
	Iteration 53Q: 3 clusters Score -444545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -444547.718750 Penalty: 4249.482910
	Iteration 54Q: 3 clusters Score -444547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -444552.187500 Penalty: 4249.482910
	Iteration 55Q: 3 clusters Score -444552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -444554.625000 Penalty: 4249.482910
	Iteration 56Q: 3 clusters Score -444554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -444558.093750 Penalty: 4249.482910
	Iteration 57Q: 3 clusters Score -444558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -444562.812500 Penalty: 4249.482910
	Iteration 58Q: 3 clusters Score -444562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -444565.812500 Penalty: 4249.482910
	Iteration 59Q: 3 clusters Score -444565.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -444570.937500 Penalty: 4249.482910
	Iteration 60F: 3 clusters Score -444570.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -444576.531250 Penalty: 4249.482910
	Iteration 61Q: 3 clusters Score -444576.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -444583.687500 Penalty: 4249.482910
	Iteration 62Q: 3 clusters Score -444583.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -444590.531250 Penalty: 4249.482910
	Iteration 63Q: 3 clusters Score -444590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -444597.968750 Penalty: 4249.482910
	Iteration 64Q: 3 clusters Score -444598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -444606.281250 Penalty: 4249.482910
	Iteration 65Q: 3 clusters Score -444606.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -444614.500000 Penalty: 4249.482910
	Iteration 66Q: 3 clusters Score -444614.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -444621.562500 Penalty: 4249.482910
	Iteration 67Q: 3 clusters Score -444621.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -444629.468750 Penalty: 4249.482910
	Iteration 68Q: 3 clusters Score -444629.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -444637.562500 Penalty: 4249.482910
	Iteration 69Q: 3 clusters Score -444637.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -444646.437500 Penalty: 4249.482910
	Iteration 70Q: 3 clusters Score -444646.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -444655.593750 Penalty: 4249.482910
	Iteration 71Q: 3 clusters Score -444655.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -444665.031250 Penalty: 4249.482910
	Iteration 72Q: 3 clusters Score -444665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -444674.593750 Penalty: 4249.482910
	Iteration 73Q: 3 clusters Score -444674.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -444688.187500 Penalty: 4249.482910
	Iteration 74Q: 3 clusters Score -444688.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -444703.593750 Penalty: 4249.482910
	Iteration 75Q: 3 clusters Score -444703.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -444720.593750 Penalty: 4249.482910
	Iteration 76Q: 3 clusters Score -444720.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -444737.781250 Penalty: 4249.482910
	Iteration 77Q: 3 clusters Score -444737.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -444757.687500 Penalty: 4249.482910
	Iteration 78Q: 3 clusters Score -444757.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -444783.312500 Penalty: 4249.482910
	Iteration 79Q: 3 clusters Score -444783.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -444820.531250 Penalty: 4249.482910
	Iteration 80F: 3 clusters Score -444820.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -444858.593750 Penalty: 4249.482910
	Iteration 81Q: 3 clusters Score -444858.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -444888.437500 Penalty: 4249.482910
	Iteration 82Q: 3 clusters Score -444888.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -444932.437500 Penalty: 4249.482910
	Iteration 83Q: 3 clusters Score -444932.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -444977.031250 Penalty: 4249.482910
	Iteration 84Q: 3 clusters Score -444977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -445024.468750 Penalty: 4249.482910
	Iteration 85Q: 3 clusters Score -445024.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -445073.156250 Penalty: 4249.482910
	Iteration 86Q: 3 clusters Score -445073.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -445117.875000 Penalty: 4249.482910
	Iteration 87Q: 3 clusters Score -445117.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -445153.437500 Penalty: 4249.482910
	Iteration 88Q: 3 clusters Score -445153.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -445183.406250 Penalty: 4249.482910
	Iteration 89Q: 3 clusters Score -445183.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -445219.437500 Penalty: 4249.482910
	Iteration 90Q: 3 clusters Score -445219.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -445253.062500 Penalty: 4249.482910
	Iteration 91Q: 3 clusters Score -445253.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -445275.625000 Penalty: 4249.482910
	Iteration 92Q: 3 clusters Score -445275.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -445300.437500 Penalty: 4249.482910
	Iteration 93Q: 3 clusters Score -445300.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -445328.656250 Penalty: 4249.482910
	Iteration 94Q: 3 clusters Score -445328.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -445349.000000 Penalty: 4249.482910
	Iteration 95Q: 3 clusters Score -445349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -445368.687500 Penalty: 4249.482910
	Iteration 96Q: 3 clusters Score -445368.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -445385.000000 Penalty: 4249.482910
	Iteration 97Q: 3 clusters Score -445385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -445405.437500 Penalty: 4249.482910
	Iteration 98Q: 3 clusters Score -445405.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -445422.875000 Penalty: 4249.482910
	Iteration 99Q: 3 clusters Score -445422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -445438.062500 Penalty: 4249.482910
	Iteration 100F: 3 clusters Score -445438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -445449.156250 Penalty: 4249.482910
	Iteration 101Q: 3 clusters Score -445449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -445459.375000 Penalty: 4249.482910
	Iteration 102Q: 3 clusters Score -445459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -445465.656250 Penalty: 4249.482910
	Iteration 103Q: 3 clusters Score -445465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -445470.750000 Penalty: 4249.482910
	Iteration 104Q: 3 clusters Score -445470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -445481.281250 Penalty: 4249.482910
	Iteration 105Q: 3 clusters Score -445481.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -445491.375000 Penalty: 4249.482910
	Iteration 106Q: 3 clusters Score -445491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -445504.250000 Penalty: 4249.482910
	Iteration 107Q: 3 clusters Score -445504.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -445516.968750 Penalty: 4249.482910
	Iteration 108Q: 3 clusters Score -445517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -445521.656250 Penalty: 4249.482910
	Iteration 109Q: 3 clusters Score -445521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -445525.812500 Penalty: 4249.482910
	Iteration 110Q: 3 clusters Score -445525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -445534.187500 Penalty: 4249.482910
	Iteration 111Q: 3 clusters Score -445534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -445544.593750 Penalty: 4249.482910
	Iteration 112Q: 3 clusters Score -445544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -445550.812500 Penalty: 4249.482910
	Iteration 113Q: 3 clusters Score -445550.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -445556.031250 Penalty: 4249.482910
	Iteration 114Q: 3 clusters Score -445556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -445557.250000 Penalty: 4249.482910
	Iteration 115Q: 3 clusters Score -445557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -445558.593750 Penalty: 4249.482910
	Iteration 116Q: 3 clusters Score -445558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -445558.937500 Penalty: 4249.482910
	Iteration 117Q: 3 clusters Score -445558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -445561.531250 Penalty: 4249.482910
	Iteration 118Q: 3 clusters Score -445561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -445563.281250 Penalty: 4249.482910
	Iteration 119Q: 3 clusters Score -445563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -445565.437500 Penalty: 4249.482910
	Iteration 120F: 3 clusters Score -445565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -445567.312500 Penalty: 4249.482910
	Iteration 121Q: 3 clusters Score -445567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -445567.843750 Penalty: 4249.482910
	Iteration 122Q: 3 clusters Score -445567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -445567.843750 Penalty: 4249.482910
	Iteration 123F: 3 clusters Score -445567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (109812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Entering Unmasked Estep 
Score: -11601079.000000 Penalty: 2878.418213
	Iteration 0F: 2 clusters Score -1.160108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -11529896.000000 Penalty: 5756.836426
	Iteration 0F: 3 clusters Score -1.15299e+07 nChanged 51957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -11559413.000000 Penalty: 5756.836426
	Iteration 1F: 3 clusters Score -1.155941e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -11560199.000000 Penalty: 5756.836426
	Iteration 2Q: 3 clusters Score -1.15602e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -11560987.000000 Penalty: 5756.836426
	Iteration 3Q: 3 clusters Score -1.156099e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -11561962.000000 Penalty: 5756.836426
	Iteration 4Q: 3 clusters Score -1.156196e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -11562968.000000 Penalty: 5756.836426
	Iteration 5Q: 3 clusters Score -1.156297e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -11564360.000000 Penalty: 5756.836426
	Iteration 6Q: 3 clusters Score -1.156436e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -11566398.000000 Penalty: 5756.836426
	Iteration 7Q: 3 clusters Score -1.15664e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -11569224.000000 Penalty: 5756.836426
	Iteration 8Q: 3 clusters Score -1.156922e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -11573277.000000 Penalty: 5756.836426
	Iteration 9F: 3 clusters Score -1.157328e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -11578278.000000 Penalty: 5756.836426
	Iteration 10F: 3 clusters Score -1.157828e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -11583227.000000 Penalty: 5756.836426
	Iteration 11F: 3 clusters Score -1.158323e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -11586286.000000 Penalty: 5756.836426
	Iteration 12F: 3 clusters Score -1.158629e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -11587696.000000 Penalty: 5756.836426
	Iteration 13Q: 3 clusters Score -1.15877e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -11588539.000000 Penalty: 5756.836426
	Iteration 14Q: 3 clusters Score -1.158854e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -11589264.000000 Penalty: 5756.836426
	Iteration 15Q: 3 clusters Score -1.158926e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -11589988.000000 Penalty: 5756.836426
	Iteration 16Q: 3 clusters Score -1.158999e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -11590666.000000 Penalty: 5756.836426
	Iteration 17Q: 3 clusters Score -1.159067e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -11591401.000000 Penalty: 5756.836426
	Iteration 18Q: 3 clusters Score -1.15914e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -11591988.000000 Penalty: 5756.836426
	Iteration 19Q: 3 clusters Score -1.159199e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -11592593.000000 Penalty: 5756.836426
	Iteration 20F: 3 clusters Score -1.159259e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -11593033.000000 Penalty: 5756.836426
	Iteration 21Q: 3 clusters Score -1.159303e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -11593479.000000 Penalty: 5756.836426
	Iteration 22Q: 3 clusters Score -1.159348e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -11593867.000000 Penalty: 5756.836426
	Iteration 23Q: 3 clusters Score -1.159387e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -11593989.000000 Penalty: 5756.836426
	Iteration 24Q: 3 clusters Score -1.159399e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -11594136.000000 Penalty: 5756.836426
	Iteration 25Q: 3 clusters Score -1.159414e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -11594329.000000 Penalty: 5756.836426
	Iteration 26Q: 3 clusters Score -1.159433e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -11594423.000000 Penalty: 5756.836426
	Iteration 27Q: 3 clusters Score -1.159442e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -11594448.000000 Penalty: 5756.836426
	Iteration 28Q: 3 clusters Score -1.159445e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -11594498.000000 Penalty: 5756.836426
	Iteration 29Q: 3 clusters Score -1.15945e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -11594583.000000 Penalty: 5756.836426
	Iteration 30Q: 3 clusters Score -1.159458e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -11594584.000000 Penalty: 5756.836426
	Iteration 31Q: 3 clusters Score -1.159458e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -11594591.000000 Penalty: 5756.836426
	Iteration 32Q: 3 clusters Score -1.159459e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -11594581.000000 Penalty: 5756.836426
	Iteration 33Q: 3 clusters Score -1.159458e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -11594591.000000 Penalty: 5756.836426
	Iteration 34Q: 3 clusters Score -1.159459e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -11594617.000000 Penalty: 5756.836426
	Iteration 35Q: 3 clusters Score -1.159462e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -11594635.000000 Penalty: 5756.836426
	Iteration 36Q: 3 clusters Score -1.159464e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -11594666.000000 Penalty: 5756.836426
	Iteration 37Q: 3 clusters Score -1.159467e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -11594684.000000 Penalty: 5756.836426
	Iteration 38Q: 3 clusters Score -1.159468e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -11594668.000000 Penalty: 5756.836426
	Iteration 39Q: 3 clusters Score -1.159467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -11594667.000000 Penalty: 5756.836426
	Iteration 40F: 3 clusters Score -1.159467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -11594666.000000 Penalty: 5756.836426
	Iteration 41Q: 3 clusters Score -1.159467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -11594662.000000 Penalty: 5756.836426
	Iteration 42Q: 3 clusters Score -1.159466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -11594653.000000 Penalty: 5756.836426
	Iteration 43Q: 3 clusters Score -1.159465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -11594657.000000 Penalty: 5756.836426
	Iteration 44Q: 3 clusters Score -1.159466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -11594637.000000 Penalty: 5756.836426
	Iteration 45Q: 3 clusters Score -1.159464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -11594642.000000 Penalty: 5756.836426
	Iteration 46Q: 3 clusters Score -1.159464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -11594654.000000 Penalty: 5756.836426
	Iteration 47Q: 3 clusters Score -1.159465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -11594657.000000 Penalty: 5756.836426
	Iteration 48Q: 3 clusters Score -1.159466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -11594652.000000 Penalty: 5756.836426
	Iteration 49Q: 3 clusters Score -1.159465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -11594648.000000 Penalty: 5756.836426
	Iteration 50Q: 3 clusters Score -1.159465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -11594650.000000 Penalty: 5756.836426
	Iteration 51Q: 3 clusters Score -1.159465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -11594661.000000 Penalty: 5756.836426
	Iteration 52Q: 3 clusters Score -1.159466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -11594658.000000 Penalty: 5756.836426
	Iteration 53Q: 3 clusters Score -1.159466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -11594648.000000 Penalty: 5756.836426
	Iteration 54Q: 3 clusters Score -1.159465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -11594655.000000 Penalty: 5756.836426
	Iteration 55Q: 3 clusters Score -1.159466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -11594650.000000 Penalty: 5756.836426
	Iteration 56Q: 3 clusters Score -1.159465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -11594648.000000 Penalty: 5756.836426
	Iteration 57Q: 3 clusters Score -1.159465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -11594647.000000 Penalty: 5756.836426
	Iteration 58Q: 3 clusters Score -1.159465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -11594634.000000 Penalty: 5756.836426
	Iteration 59Q: 3 clusters Score -1.159463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -11594633.000000 Penalty: 5756.836426
	Iteration 60F: 3 clusters Score -1.159463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -394890.187500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -394890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -391013.031250 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -391013 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -392151.125000 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -392151.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392457.968750 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -392458 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -392663.062500 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -392663.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -392814.625000 Penalty: 4119.029297
	Iteration 4Q: 3 clusters Score -392814.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -392944.406250 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -392944.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -393075.468750 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -393075.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -393178.937500 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -393178.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -393281.406250 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -393281.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -393363.562500 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -393363.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -393413.406250 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -393413.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -393441.625000 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -393441.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -393471.468750 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -393471.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -393492.687500 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -393492.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -393506.593750 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -393506.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -393517.750000 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -393517.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -393532.500000 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -393532.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -393549.875000 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -393549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -393560.625000 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -393560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -393566.343750 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -393566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -393570.687500 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -393570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -393574.437500 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -393574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -393574.718750 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -393574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -393574.718750 Penalty: 4119.029297
	Iteration 23F: 3 clusters Score -393574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -164922.250000 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -164922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -162162.640625 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -162162.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -162764.640625 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -162764.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -162932.484375 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -162932.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -163035.828125 Penalty: 3819.121826
	Iteration 3Q: 3 clusters Score -163035.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -163115.765625 Penalty: 3819.121826
	Iteration 4Q: 3 clusters Score -163115.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -163169.687500 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -163169.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163216.281250 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -163216.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -163268.140625 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -163268.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -163309.937500 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -163309.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -163355.015625 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -163355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -163396.562500 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -163396.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -163438.453125 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -163438.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -163497.031250 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -163497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -163560.750000 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -163560.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -163616.078125 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -163616.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -163656.843750 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -163656.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -163699.656250 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -163699.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -163750.031250 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -163750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -163788.484375 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -163788.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -163838.671875 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -163838.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -163880.640625 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -163880.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -163919.187500 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -163919.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -163948.984375 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -163949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -163968.562500 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -163968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -163982.218750 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -163982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -163997.468750 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -163997.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -164016.968750 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -164017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -164032.000000 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -164032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -164042.109375 Penalty: 3819.121826
	Iteration 28Q: 3 clusters Score -164042.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -164054.640625 Penalty: 3819.121826
	Iteration 29Q: 3 clusters Score -164054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -164061.953125 Penalty: 3819.121826
	Iteration 30Q: 3 clusters Score -164062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -164064.453125 Penalty: 3819.121826
	Iteration 31Q: 3 clusters Score -164064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -164067.421875 Penalty: 3819.121826
	Iteration 32Q: 3 clusters Score -164067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -164069.500000 Penalty: 3819.121826
	Iteration 33Q: 3 clusters Score -164069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -164073.187500 Penalty: 3819.121826
	Iteration 34Q: 3 clusters Score -164073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -164076.234375 Penalty: 3819.121826
	Iteration 35Q: 3 clusters Score -164076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -164080.453125 Penalty: 3819.121826
	Iteration 36Q: 3 clusters Score -164080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -164082.406250 Penalty: 3819.121826
	Iteration 37Q: 3 clusters Score -164082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -164083.312500 Penalty: 3819.121826
	Iteration 38Q: 3 clusters Score -164083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -164085.062500 Penalty: 3819.121826
	Iteration 39Q: 3 clusters Score -164085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -164085.984375 Penalty: 3819.121826
	Iteration 40F: 3 clusters Score -164086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -164086.312500 Penalty: 3819.121826
	Iteration 41Q: 3 clusters Score -164086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -164086.312500 Penalty: 3819.121826
	Iteration 42F: 3 clusters Score -164086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -138248.375000 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -138248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135724.359375 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -135724.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -136155.062500 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -136155.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136272.093750 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -136272.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -136332.890625 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -136332.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -136363.265625 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -136363.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -136381.890625 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -136381.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136393.796875 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -136393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136404.656250 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -136404.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -136408.593750 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -136408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -136411.671875 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -136411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -136413.046875 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -136413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -136414.359375 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -136414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136416.796875 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -136416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -136420.093750 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -136420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -136424.156250 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -136424.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -136430.234375 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -136430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -136433.890625 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -136433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -136439.406250 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -136439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136444.171875 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -136444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136445.109375 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -136445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136446.406250 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -136446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136447.031250 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -136447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -136448.656250 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -136448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -136450.546875 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -136450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -136451.859375 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -136451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -136454.296875 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -136454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136458.078125 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -136458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -136459.312500 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -136459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136462.078125 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -136462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -136463.437500 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -136463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -136464.609375 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -136464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -136468.109375 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -136468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -136472.671875 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -136472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -136474.328125 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -136474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136477.046875 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -136477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -136479.031250 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -136479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -136481.031250 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -136481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -136482.843750 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -136482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136484.093750 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -136484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -136484.312500 Penalty: 3716.961426
	Iteration 39Q: 3 clusters Score -136484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -136484.312500 Penalty: 3716.961426
	Iteration 40F: 3 clusters Score -136484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Entering Unmasked Estep 
Score: -702113.937500 Penalty: 2196.062988
	Iteration 0F: 2 clusters Score -702113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -696366.062500 Penalty: 4392.125977
	Iteration 0F: 3 clusters Score -696366.1 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -697920.500000 Penalty: 4392.125977
	Iteration 1F: 3 clusters Score -697920.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -698199.812500 Penalty: 4392.125977
	Iteration 2F: 3 clusters Score -698199.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -698417.250000 Penalty: 4392.125977
	Iteration 3F: 3 clusters Score -698417.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -698649.562500 Penalty: 4392.125977
	Iteration 4Q: 3 clusters Score -698649.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -698931.250000 Penalty: 4392.125977
	Iteration 5F: 3 clusters Score -698931.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -699273.812500 Penalty: 4392.125977
	Iteration 6F: 3 clusters Score -699273.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -699712.125000 Penalty: 4392.125977
	Iteration 7F: 3 clusters Score -699712.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -700187.312500 Penalty: 4392.125977
	Iteration 8F: 3 clusters Score -700187.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -700576.187500 Penalty: 4392.125977
	Iteration 9F: 3 clusters Score -700576.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -700828.500000 Penalty: 4392.125977
	Iteration 10Q: 3 clusters Score -700828.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -700999.250000 Penalty: 4392.125977
	Iteration 11Q: 3 clusters Score -700999.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -701097.687500 Penalty: 4392.125977
	Iteration 12Q: 3 clusters Score -701097.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -701153.562500 Penalty: 4392.125977
	Iteration 13Q: 3 clusters Score -701153.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -701182.750000 Penalty: 4392.125977
	Iteration 14Q: 3 clusters Score -701182.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -701196.000000 Penalty: 4392.125977
	Iteration 15Q: 3 clusters Score -701196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -701208.937500 Penalty: 4392.125977
	Iteration 16Q: 3 clusters Score -701208.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -701216.000000 Penalty: 4392.125977
	Iteration 17Q: 3 clusters Score -701216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -701225.000000 Penalty: 4392.125977
	Iteration 18Q: 3 clusters Score -701225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -701235.750000 Penalty: 4392.125977
	Iteration 19Q: 3 clusters Score -701235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -701242.562500 Penalty: 4392.125977
	Iteration 20F: 3 clusters Score -701242.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -701246.687500 Penalty: 4392.125977
	Iteration 21Q: 3 clusters Score -701246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -701250.062500 Penalty: 4392.125977
	Iteration 22Q: 3 clusters Score -701250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -701256.562500 Penalty: 4392.125977
	Iteration 23Q: 3 clusters Score -701256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -701259.375000 Penalty: 4392.125977
	Iteration 24Q: 3 clusters Score -701259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -701259.500000 Penalty: 4392.125977
	Iteration 25Q: 3 clusters Score -701259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -701261.125000 Penalty: 4392.125977
	Iteration 26Q: 3 clusters Score -701261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -701260.250000 Penalty: 4392.125977
	Iteration 27Q: 3 clusters Score -701260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -701260.250000 Penalty: 4392.125977
	Iteration 28Q: 3 clusters Score -701260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -701262.625000 Penalty: 4392.125977
	Iteration 29Q: 3 clusters Score -701262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -701261.875000 Penalty: 4392.125977
	Iteration 30Q: 3 clusters Score -701261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -701262.875000 Penalty: 4392.125977
	Iteration 31Q: 3 clusters Score -701262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -701264.250000 Penalty: 4392.125977
	Iteration 32Q: 3 clusters Score -701264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -701264.125000 Penalty: 4392.125977
	Iteration 33Q: 3 clusters Score -701264.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -701264.125000 Penalty: 4392.125977
	Iteration 34F: 3 clusters Score -701264.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -68183.460938 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -68183.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -66211.406250 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -66211.41 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66518.312500 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -66518.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -66650.648438 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -66650.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66709.031250 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -66709.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66746.734375 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -66746.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -66780.007812 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -66780.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66799.265625 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -66799.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66805.031250 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -66805.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66809.562500 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -66809.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -66817.757812 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -66817.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66824.070312 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -66824.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66827.781250 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -66827.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -66834.304688 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -66834.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -66851.226562 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -66851.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -66873.859375 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -66873.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -66897.984375 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -66897.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66913.773438 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -66913.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -66929.382812 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -66929.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -66958.328125 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -66958.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67001.210938 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -67001.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67051.093750 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -67051.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -67135.507812 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -67135.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -67222.062500 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -67222.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67287.382812 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -67287.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -67330.718750 Penalty: 3472.617676
	Iteration 24Q: 3 clusters Score -67330.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -67365.265625 Penalty: 3472.617676
	Iteration 25Q: 3 clusters Score -67365.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67383.875000 Penalty: 3472.617676
	Iteration 26Q: 3 clusters Score -67383.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -67398.164062 Penalty: 3472.617676
	Iteration 27Q: 3 clusters Score -67398.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -67405.101562 Penalty: 3472.617676
	Iteration 28Q: 3 clusters Score -67405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -67407.898438 Penalty: 3472.617676
	Iteration 29Q: 3 clusters Score -67407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -67410.234375 Penalty: 3472.617676
	Iteration 30Q: 3 clusters Score -67410.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67411.875000 Penalty: 3472.617676
	Iteration 31Q: 3 clusters Score -67411.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67411.875000 Penalty: 3472.617676
	Iteration 32F: 3 clusters Score -67411.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -127779.171875 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -127779.2 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 853 members 
Entering Unmasked Estep 
Score: -125355.507812 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -125355.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -125846.476562 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -125846.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126017.375000 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -126017.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -126218.976562 Penalty: 3705.796143
	Iteration 3F: 3 clusters Score -126219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -126414.031250 Penalty: 3705.796143
	Iteration 4F: 3 clusters Score -126414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -126637.546875 Penalty: 3705.796143
	Iteration 5F: 3 clusters Score -126637.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -126846.484375 Penalty: 3705.796143
	Iteration 6Q: 3 clusters Score -126846.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -127007.101562 Penalty: 3705.796143
	Iteration 7Q: 3 clusters Score -127007.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -127134.046875 Penalty: 3705.796143
	Iteration 8Q: 3 clusters Score -127134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -127261.195312 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -127261.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -127338.289062 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -127338.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127387.078125 Penalty: 3705.796143
	Iteration 11Q: 3 clusters Score -127387.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -127411.789062 Penalty: 3705.796143
	Iteration 12Q: 3 clusters Score -127411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -127422.117188 Penalty: 3705.796143
	Iteration 13Q: 3 clusters Score -127422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -127429.164062 Penalty: 3705.796143
	Iteration 14Q: 3 clusters Score -127429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127436.437500 Penalty: 3705.796143
	Iteration 15Q: 3 clusters Score -127436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -127441.078125 Penalty: 3705.796143
	Iteration 16Q: 3 clusters Score -127441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -127441.828125 Penalty: 3705.796143
	Iteration 17Q: 3 clusters Score -127441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127442.601562 Penalty: 3705.796143
	Iteration 18Q: 3 clusters Score -127442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -127443.289062 Penalty: 3705.796143
	Iteration 19Q: 3 clusters Score -127443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -127444.039062 Penalty: 3705.796143
	Iteration 20F: 3 clusters Score -127444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127444.273438 Penalty: 3705.796143
	Iteration 21Q: 3 clusters Score -127444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127444.273438 Penalty: 3705.796143
	Iteration 22F: 3 clusters Score -127444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -82955.773438 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -82955.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81058.117188 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -81058.12 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81495.359375 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -81495.36 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81720.265625 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -81720.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82022.898438 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -82022.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82326.921875 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -82326.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82501.773438 Penalty: 3463.500000
	Iteration 5F: 3 clusters Score -82501.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82568.335938 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -82568.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82611.304688 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -82611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82633.429688 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -82633.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82644.851562 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -82644.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82648.078125 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -82648.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82648.078125 Penalty: 3463.500000
	Iteration 11F: 3 clusters Score -82648.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (138159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138159 members 
Entering Unmasked Estep 
Score: -13583023.000000 Penalty: 2935.367920
	Iteration 0F: 2 clusters Score -1.358302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -13496440.000000 Penalty: 5870.735840
	Iteration 0F: 3 clusters Score -1.349644e+07 nChanged 66077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -13535613.000000 Penalty: 5870.735840
	Iteration 1F: 3 clusters Score -1.353561e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -13537554.000000 Penalty: 5870.735840
	Iteration 2Q: 3 clusters Score -1.353755e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -13540318.000000 Penalty: 5870.735840
	Iteration 3Q: 3 clusters Score -1.354032e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -13544393.000000 Penalty: 5870.735840
	Iteration 4F: 3 clusters Score -1.354439e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -13550557.000000 Penalty: 5870.735840
	Iteration 5F: 3 clusters Score -1.355056e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -13558421.000000 Penalty: 5870.735840
	Iteration 6F: 3 clusters Score -1.355842e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -13567299.000000 Penalty: 5870.735840
	Iteration 7F: 3 clusters Score -1.35673e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120487 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -13574885.000000 Penalty: 5870.735840
	Iteration 8F: 3 clusters Score -1.357488e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -13579392.000000 Penalty: 5870.735840
	Iteration 9Q: 3 clusters Score -1.357939e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -13581283.000000 Penalty: 5870.735840
	Iteration 10Q: 3 clusters Score -1.358128e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130810 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -13581950.000000 Penalty: 5870.735840
	Iteration 11Q: 3 clusters Score -1.358195e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132407 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -13582180.000000 Penalty: 5870.735840
	Iteration 12Q: 3 clusters Score -1.358218e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -13582201.000000 Penalty: 5870.735840
	Iteration 13Q: 3 clusters Score -1.35822e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -13582129.000000 Penalty: 5870.735840
	Iteration 14Q: 3 clusters Score -1.358213e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135098 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -13582057.000000 Penalty: 5870.735840
	Iteration 15Q: 3 clusters Score -1.358206e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135608 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13581872.000000 Penalty: 5870.735840
	Iteration 16Q: 3 clusters Score -1.358187e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135975 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13581814.000000 Penalty: 5870.735840
	Iteration 17Q: 3 clusters Score -1.358181e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136271 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13581714.000000 Penalty: 5870.735840
	Iteration 18Q: 3 clusters Score -1.358171e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -13581629.000000 Penalty: 5870.735840
	Iteration 19Q: 3 clusters Score -1.358163e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136632 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13581598.000000 Penalty: 5870.735840
	Iteration 20F: 3 clusters Score -1.35816e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13581506.000000 Penalty: 5870.735840
	Iteration 21Q: 3 clusters Score -1.358151e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13581493.000000 Penalty: 5870.735840
	Iteration 22Q: 3 clusters Score -1.358149e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13581478.000000 Penalty: 5870.735840
	Iteration 23Q: 3 clusters Score -1.358148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13581456.000000 Penalty: 5870.735840
	Iteration 24Q: 3 clusters Score -1.358146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137030 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13581442.000000 Penalty: 5870.735840
	Iteration 25Q: 3 clusters Score -1.358144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137060 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13581413.000000 Penalty: 5870.735840
	Iteration 26Q: 3 clusters Score -1.358141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137084 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -13581421.000000 Penalty: 5870.735840
	Iteration 27Q: 3 clusters Score -1.358142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13581441.000000 Penalty: 5870.735840
	Iteration 28Q: 3 clusters Score -1.358144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137120 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -13581445.000000 Penalty: 5870.735840
	Iteration 29Q: 3 clusters Score -1.358144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137136 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13581437.000000 Penalty: 5870.735840
	Iteration 30Q: 3 clusters Score -1.358144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13581443.000000 Penalty: 5870.735840
	Iteration 31Q: 3 clusters Score -1.358144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13581431.000000 Penalty: 5870.735840
	Iteration 32Q: 3 clusters Score -1.358143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137171 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13581434.000000 Penalty: 5870.735840
	Iteration 33Q: 3 clusters Score -1.358143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137192 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13581414.000000 Penalty: 5870.735840
	Iteration 34Q: 3 clusters Score -1.358141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137206 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13581395.000000 Penalty: 5870.735840
	Iteration 35Q: 3 clusters Score -1.35814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137217 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13581404.000000 Penalty: 5870.735840
	Iteration 36Q: 3 clusters Score -1.35814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137231 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13581392.000000 Penalty: 5870.735840
	Iteration 37Q: 3 clusters Score -1.358139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137239 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13581384.000000 Penalty: 5870.735840
	Iteration 38Q: 3 clusters Score -1.358138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137240 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13581392.000000 Penalty: 5870.735840
	Iteration 39Q: 3 clusters Score -1.358139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137242 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13581389.000000 Penalty: 5870.735840
	Iteration 40F: 3 clusters Score -1.358139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13581395.000000 Penalty: 5870.735840
	Iteration 41Q: 3 clusters Score -1.35814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13581395.000000 Penalty: 5870.735840
	Iteration 42F: 3 clusters Score -1.35814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (107336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Entering Unmasked Estep 
Score: -11491617.000000 Penalty: 2872.762451
	Iteration 0F: 2 clusters Score -1.149162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -11425147.000000 Penalty: 5745.524902
	Iteration 0F: 3 clusters Score -1.142515e+07 nChanged 50881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -11454434.000000 Penalty: 5745.524902
	Iteration 1F: 3 clusters Score -1.145443e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -11455377.000000 Penalty: 5745.524902
	Iteration 2Q: 3 clusters Score -1.145538e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -11456734.000000 Penalty: 5745.524902
	Iteration 3Q: 3 clusters Score -1.145673e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -11458414.000000 Penalty: 5745.524902
	Iteration 4Q: 3 clusters Score -1.145841e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -11460640.000000 Penalty: 5745.524902
	Iteration 5Q: 3 clusters Score -1.146064e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -11463452.000000 Penalty: 5745.524902
	Iteration 6F: 3 clusters Score -1.146345e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -11466957.000000 Penalty: 5745.524902
	Iteration 7F: 3 clusters Score -1.146696e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -11470427.000000 Penalty: 5745.524902
	Iteration 8F: 3 clusters Score -1.147043e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -11473525.000000 Penalty: 5745.524902
	Iteration 9F: 3 clusters Score -1.147352e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -11476013.000000 Penalty: 5745.524902
	Iteration 10Q: 3 clusters Score -1.147601e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -11478381.000000 Penalty: 5745.524902
	Iteration 11Q: 3 clusters Score -1.147838e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -11480448.000000 Penalty: 5745.524902
	Iteration 12Q: 3 clusters Score -1.148045e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -11482148.000000 Penalty: 5745.524902
	Iteration 13Q: 3 clusters Score -1.148215e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -11483532.000000 Penalty: 5745.524902
	Iteration 14Q: 3 clusters Score -1.148353e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -11484884.000000 Penalty: 5745.524902
	Iteration 15Q: 3 clusters Score -1.148488e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -11486116.000000 Penalty: 5745.524902
	Iteration 16Q: 3 clusters Score -1.148612e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -11487138.000000 Penalty: 5745.524902
	Iteration 17Q: 3 clusters Score -1.148714e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -11487822.000000 Penalty: 5745.524902
	Iteration 18Q: 3 clusters Score -1.148782e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -11488235.000000 Penalty: 5745.524902
	Iteration 19Q: 3 clusters Score -1.148824e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -11488445.000000 Penalty: 5745.524902
	Iteration 20F: 3 clusters Score -1.148844e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -11488526.000000 Penalty: 5745.524902
	Iteration 21Q: 3 clusters Score -1.148853e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -11488630.000000 Penalty: 5745.524902
	Iteration 22Q: 3 clusters Score -1.148863e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -11488728.000000 Penalty: 5745.524902
	Iteration 23Q: 3 clusters Score -1.148873e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 101412 members 
Entering Unmasked Estep 
Score: -11488760.000000 Penalty: 5745.524902
	Iteration 24Q: 3 clusters Score -1.148876e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 101581 members 
Entering Unmasked Estep 
Score: -11488753.000000 Penalty: 5745.524902
	Iteration 25Q: 3 clusters Score -1.148875e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -11488735.000000 Penalty: 5745.524902
	Iteration 26Q: 3 clusters Score -1.148874e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -11488739.000000 Penalty: 5745.524902
	Iteration 27Q: 3 clusters Score -1.148874e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -11488775.000000 Penalty: 5745.524902
	Iteration 28Q: 3 clusters Score -1.148878e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -11488780.000000 Penalty: 5745.524902
	Iteration 29Q: 3 clusters Score -1.148878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -11488807.000000 Penalty: 5745.524902
	Iteration 30Q: 3 clusters Score -1.148881e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -11488770.000000 Penalty: 5745.524902
	Iteration 31Q: 3 clusters Score -1.148877e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -11488793.000000 Penalty: 5745.524902
	Iteration 32Q: 3 clusters Score -1.148879e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -11488785.000000 Penalty: 5745.524902
	Iteration 33Q: 3 clusters Score -1.148878e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -11488784.000000 Penalty: 5745.524902
	Iteration 34Q: 3 clusters Score -1.148878e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -11488822.000000 Penalty: 5745.524902
	Iteration 35Q: 3 clusters Score -1.148882e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -11488819.000000 Penalty: 5745.524902
	Iteration 36Q: 3 clusters Score -1.148882e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 102720 members 
Entering Unmasked Estep 
Score: -11488796.000000 Penalty: 5745.524902
	Iteration 37Q: 3 clusters Score -1.14888e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -11488789.000000 Penalty: 5745.524902
	Iteration 38Q: 3 clusters Score -1.148879e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 102868 members 
Entering Unmasked Estep 
Score: -11488807.000000 Penalty: 5745.524902
	Iteration 39Q: 3 clusters Score -1.148881e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -11488805.000000 Penalty: 5745.524902
	Iteration 40F: 3 clusters Score -1.14888e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -11488842.000000 Penalty: 5745.524902
	Iteration 41Q: 3 clusters Score -1.148884e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -11488852.000000 Penalty: 5745.524902
	Iteration 42Q: 3 clusters Score -1.148885e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -11488843.000000 Penalty: 5745.524902
	Iteration 43Q: 3 clusters Score -1.148884e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -11488845.000000 Penalty: 5745.524902
	Iteration 44Q: 3 clusters Score -1.148884e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -11488861.000000 Penalty: 5745.524902
	Iteration 45Q: 3 clusters Score -1.148886e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -11488856.000000 Penalty: 5745.524902
	Iteration 46Q: 3 clusters Score -1.148886e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -11488890.000000 Penalty: 5745.524902
	Iteration 47Q: 3 clusters Score -1.148889e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -11488895.000000 Penalty: 5745.524902
	Iteration 48Q: 3 clusters Score -1.14889e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -11488872.000000 Penalty: 5745.524902
	Iteration 49Q: 3 clusters Score -1.148887e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -11488876.000000 Penalty: 5745.524902
	Iteration 50Q: 3 clusters Score -1.148888e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 103725 members 
Entering Unmasked Estep 
Score: -11488869.000000 Penalty: 5745.524902
	Iteration 51Q: 3 clusters Score -1.148887e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -11488881.000000 Penalty: 5745.524902
	Iteration 52Q: 3 clusters Score -1.148888e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -11488883.000000 Penalty: 5745.524902
	Iteration 53Q: 3 clusters Score -1.148888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 103884 members 
Entering Unmasked Estep 
Score: -11488877.000000 Penalty: 5745.524902
	Iteration 54Q: 3 clusters Score -1.148888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -11488878.000000 Penalty: 5745.524902
	Iteration 55Q: 3 clusters Score -1.148888e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -11488881.000000 Penalty: 5745.524902
	Iteration 56Q: 3 clusters Score -1.148888e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -11488874.000000 Penalty: 5745.524902
	Iteration 57Q: 3 clusters Score -1.148887e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 104068 members 
Entering Unmasked Estep 
Score: -11488901.000000 Penalty: 5745.524902
	Iteration 58Q: 3 clusters Score -1.14889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -11488928.000000 Penalty: 5745.524902
	Iteration 59Q: 3 clusters Score -1.148893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -11488954.000000 Penalty: 5745.524902
	Iteration 60F: 3 clusters Score -1.148895e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -11488924.000000 Penalty: 5745.524902
	Iteration 61Q: 3 clusters Score -1.148892e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -11488920.000000 Penalty: 5745.524902
	Iteration 62Q: 3 clusters Score -1.148892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -11488932.000000 Penalty: 5745.524902
	Iteration 63Q: 3 clusters Score -1.148893e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -11488924.000000 Penalty: 5745.524902
	Iteration 64Q: 3 clusters Score -1.148892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -11488918.000000 Penalty: 5745.524902
	Iteration 65Q: 3 clusters Score -1.148892e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -11488919.000000 Penalty: 5745.524902
	Iteration 66Q: 3 clusters Score -1.148892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -11488919.000000 Penalty: 5745.524902
	Iteration 67Q: 3 clusters Score -1.148892e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -11488910.000000 Penalty: 5745.524902
	Iteration 68Q: 3 clusters Score -1.148891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -11488904.000000 Penalty: 5745.524902
	Iteration 69Q: 3 clusters Score -1.14889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -11488912.000000 Penalty: 5745.524902
	Iteration 70Q: 3 clusters Score -1.148891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -11488925.000000 Penalty: 5745.524902
	Iteration 71Q: 3 clusters Score -1.148892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -11488909.000000 Penalty: 5745.524902
	Iteration 72Q: 3 clusters Score -1.148891e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -11488927.000000 Penalty: 5745.524902
	Iteration 73Q: 3 clusters Score -1.148893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -11488915.000000 Penalty: 5745.524902
	Iteration 74Q: 3 clusters Score -1.148892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -11488914.000000 Penalty: 5745.524902
	Iteration 75Q: 3 clusters Score -1.148891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -11488937.000000 Penalty: 5745.524902
	Iteration 76Q: 3 clusters Score -1.148894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 104714 members 
Entering Unmasked Estep 
Score: -11488931.000000 Penalty: 5745.524902
	Iteration 77Q: 3 clusters Score -1.148893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -11488930.000000 Penalty: 5745.524902
	Iteration 78Q: 3 clusters Score -1.148893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 104753 members 
Entering Unmasked Estep 
Score: -11488934.000000 Penalty: 5745.524902
	Iteration 79Q: 3 clusters Score -1.148893e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -11488912.000000 Penalty: 5745.524902
	Iteration 80F: 3 clusters Score -1.148891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 104810 members 
Entering Unmasked Estep 
Score: -11488927.000000 Penalty: 5745.524902
	Iteration 81Q: 3 clusters Score -1.148893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -11488939.000000 Penalty: 5745.524902
	Iteration 82Q: 3 clusters Score -1.148894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -11488928.000000 Penalty: 5745.524902
	Iteration 83Q: 3 clusters Score -1.148893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -11488922.000000 Penalty: 5745.524902
	Iteration 84Q: 3 clusters Score -1.148892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
Score: -11488932.000000 Penalty: 5745.524902
	Iteration 85Q: 3 clusters Score -1.148893e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 104927 members 
Entering Unmasked Estep 
Score: -11488935.000000 Penalty: 5745.524902
	Iteration 86Q: 3 clusters Score -1.148894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -11488930.000000 Penalty: 5745.524902
	Iteration 87Q: 3 clusters Score -1.148893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -11488938.000000 Penalty: 5745.524902
	Iteration 88Q: 3 clusters Score -1.148894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -11488941.000000 Penalty: 5745.524902
	Iteration 89Q: 3 clusters Score -1.148894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -11488932.000000 Penalty: 5745.524902
	Iteration 90Q: 3 clusters Score -1.148893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -11488942.000000 Penalty: 5745.524902
	Iteration 91Q: 3 clusters Score -1.148894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -11488954.000000 Penalty: 5745.524902
	Iteration 92Q: 3 clusters Score -1.148895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -11488946.000000 Penalty: 5745.524902
	Iteration 93Q: 3 clusters Score -1.148895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -11488954.000000 Penalty: 5745.524902
	Iteration 94Q: 3 clusters Score -1.148895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -11488977.000000 Penalty: 5745.524902
	Iteration 95Q: 3 clusters Score -1.148898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -11488992.000000 Penalty: 5745.524902
	Iteration 96Q: 3 clusters Score -1.148899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -11488984.000000 Penalty: 5745.524902
	Iteration 97Q: 3 clusters Score -1.148898e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -11489008.000000 Penalty: 5745.524902
	Iteration 98Q: 3 clusters Score -1.148901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -11489000.000000 Penalty: 5745.524902
	Iteration 99Q: 3 clusters Score -1.1489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -11488996.000000 Penalty: 5745.524902
	Iteration 100F: 3 clusters Score -1.1489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -11489012.000000 Penalty: 5745.524902
	Iteration 101Q: 3 clusters Score -1.148901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -11489038.000000 Penalty: 5745.524902
	Iteration 102Q: 3 clusters Score -1.148904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -11489039.000000 Penalty: 5745.524902
	Iteration 103Q: 3 clusters Score -1.148904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -11489025.000000 Penalty: 5745.524902
	Iteration 104Q: 3 clusters Score -1.148902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -11489006.000000 Penalty: 5745.524902
	Iteration 105Q: 3 clusters Score -1.148901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -11489027.000000 Penalty: 5745.524902
	Iteration 106Q: 3 clusters Score -1.148903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -11489046.000000 Penalty: 5745.524902
	Iteration 107Q: 3 clusters Score -1.148905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -11489052.000000 Penalty: 5745.524902
	Iteration 108Q: 3 clusters Score -1.148905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -11489063.000000 Penalty: 5745.524902
	Iteration 109Q: 3 clusters Score -1.148906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -11489077.000000 Penalty: 5745.524902
	Iteration 110Q: 3 clusters Score -1.148908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -11489077.000000 Penalty: 5745.524902
	Iteration 111Q: 3 clusters Score -1.148908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -11489079.000000 Penalty: 5745.524902
	Iteration 112Q: 3 clusters Score -1.148908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -11489080.000000 Penalty: 5745.524902
	Iteration 113Q: 3 clusters Score -1.148908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -11489078.000000 Penalty: 5745.524902
	Iteration 114Q: 3 clusters Score -1.148908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -11489069.000000 Penalty: 5745.524902
	Iteration 115Q: 3 clusters Score -1.148907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -11489069.000000 Penalty: 5745.524902
	Iteration 116Q: 3 clusters Score -1.148907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -11489066.000000 Penalty: 5745.524902
	Iteration 117Q: 3 clusters Score -1.148907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -11489067.000000 Penalty: 5745.524902
	Iteration 118Q: 3 clusters Score -1.148907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -11489064.000000 Penalty: 5745.524902
	Iteration 119Q: 3 clusters Score -1.148906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -11489059.000000 Penalty: 5745.524902
	Iteration 120F: 3 clusters Score -1.148906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -11489061.000000 Penalty: 5745.524902
	Iteration 121Q: 3 clusters Score -1.148906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -11489072.000000 Penalty: 5745.524902
	Iteration 122Q: 3 clusters Score -1.148907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -11489072.000000 Penalty: 5745.524902
	Iteration 123Q: 3 clusters Score -1.148907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -11489071.000000 Penalty: 5745.524902
	Iteration 124Q: 3 clusters Score -1.148907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -11489080.000000 Penalty: 5745.524902
	Iteration 125Q: 3 clusters Score -1.148908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -11489061.000000 Penalty: 5745.524902
	Iteration 126Q: 3 clusters Score -1.148906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 105668 members 
Entering Unmasked Estep 
Score: -11489069.000000 Penalty: 5745.524902
	Iteration 127Q: 3 clusters Score -1.148907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -11489064.000000 Penalty: 5745.524902
	Iteration 128Q: 3 clusters Score -1.148906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -11489063.000000 Penalty: 5745.524902
	Iteration 129Q: 3 clusters Score -1.148906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -11489063.000000 Penalty: 5745.524902
	Iteration 130Q: 3 clusters Score -1.148906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -11489057.000000 Penalty: 5745.524902
	Iteration 131Q: 3 clusters Score -1.148906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -11489052.000000 Penalty: 5745.524902
	Iteration 132Q: 3 clusters Score -1.148905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -11489048.000000 Penalty: 5745.524902
	Iteration 133Q: 3 clusters Score -1.148905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -11489047.000000 Penalty: 5745.524902
	Iteration 134Q: 3 clusters Score -1.148905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -11489048.000000 Penalty: 5745.524902
	Iteration 135Q: 3 clusters Score -1.148905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -11489044.000000 Penalty: 5745.524902
	Iteration 136Q: 3 clusters Score -1.148904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 105718 members 
Entering Unmasked Estep 
Score: -11489050.000000 Penalty: 5745.524902
	Iteration 137Q: 3 clusters Score -1.148905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 105725 members 
Entering Unmasked Estep 
Score: -11489057.000000 Penalty: 5745.524902
	Iteration 138Q: 3 clusters Score -1.148906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -11489050.000000 Penalty: 5745.524902
	Iteration 139Q: 3 clusters Score -1.148905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -11489054.000000 Penalty: 5745.524902
	Iteration 140F: 3 clusters Score -1.148905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 105740 members 
Entering Unmasked Estep 
Score: -11489044.000000 Penalty: 5745.524902
	Iteration 141Q: 3 clusters Score -1.148904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 105745 members 
Entering Unmasked Estep 
Score: -11489044.000000 Penalty: 5745.524902
	Iteration 142Q: 3 clusters Score -1.148904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -11489038.000000 Penalty: 5745.524902
	Iteration 143Q: 3 clusters Score -1.148904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 105756 members 
Entering Unmasked Estep 
Score: -11489029.000000 Penalty: 5745.524902
	Iteration 144Q: 3 clusters Score -1.148903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -11489032.000000 Penalty: 5745.524902
	Iteration 145Q: 3 clusters Score -1.148903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -11489033.000000 Penalty: 5745.524902
	Iteration 146Q: 3 clusters Score -1.148903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -11489041.000000 Penalty: 5745.524902
	Iteration 147Q: 3 clusters Score -1.148904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -11489037.000000 Penalty: 5745.524902
	Iteration 148Q: 3 clusters Score -1.148904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -11489041.000000 Penalty: 5745.524902
	Iteration 149Q: 3 clusters Score -1.148904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -11489036.000000 Penalty: 5745.524902
	Iteration 150Q: 3 clusters Score -1.148904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -11489040.000000 Penalty: 5745.524902
	Iteration 151Q: 3 clusters Score -1.148904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 105828 members 
Entering Unmasked Estep 
Score: -11489038.000000 Penalty: 5745.524902
	Iteration 152Q: 3 clusters Score -1.148904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -11489035.000000 Penalty: 5745.524902
	Iteration 153Q: 3 clusters Score -1.148904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -11489048.000000 Penalty: 5745.524902
	Iteration 154Q: 3 clusters Score -1.148905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -11489050.000000 Penalty: 5745.524902
	Iteration 155Q: 3 clusters Score -1.148905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -11489051.000000 Penalty: 5745.524902
	Iteration 156Q: 3 clusters Score -1.148905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -11489072.000000 Penalty: 5745.524902
	Iteration 157Q: 3 clusters Score -1.148907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -11489073.000000 Penalty: 5745.524902
	Iteration 158Q: 3 clusters Score -1.148907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -11489074.000000 Penalty: 5745.524902
	Iteration 159Q: 3 clusters Score -1.148907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -11489062.000000 Penalty: 5745.524902
	Iteration 160F: 3 clusters Score -1.148906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -11489069.000000 Penalty: 5745.524902
	Iteration 161Q: 3 clusters Score -1.148907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -11489070.000000 Penalty: 5745.524902
	Iteration 162Q: 3 clusters Score -1.148907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 105925 members 
Entering Unmasked Estep 
Score: -11489092.000000 Penalty: 5745.524902
	Iteration 163Q: 3 clusters Score -1.148909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -11489106.000000 Penalty: 5745.524902
	Iteration 164Q: 3 clusters Score -1.148911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 105937 members 
Entering Unmasked Estep 
Score: -11489091.000000 Penalty: 5745.524902
	Iteration 165Q: 3 clusters Score -1.148909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -11489099.000000 Penalty: 5745.524902
	Iteration 166Q: 3 clusters Score -1.14891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -11489102.000000 Penalty: 5745.524902
	Iteration 167Q: 3 clusters Score -1.14891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -11489094.000000 Penalty: 5745.524902
	Iteration 168Q: 3 clusters Score -1.148909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -11489089.000000 Penalty: 5745.524902
	Iteration 169Q: 3 clusters Score -1.148909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -11489085.000000 Penalty: 5745.524902
	Iteration 170Q: 3 clusters Score -1.148908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 106001 members 
Entering Unmasked Estep 
Score: -11489090.000000 Penalty: 5745.524902
	Iteration 171Q: 3 clusters Score -1.148909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -11489088.000000 Penalty: 5745.524902
	Iteration 172Q: 3 clusters Score -1.148909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -11489082.000000 Penalty: 5745.524902
	Iteration 173Q: 3 clusters Score -1.148908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -11489085.000000 Penalty: 5745.524902
	Iteration 174Q: 3 clusters Score -1.148908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 106049 members 
Entering Unmasked Estep 
Score: -11489087.000000 Penalty: 5745.524902
	Iteration 175Q: 3 clusters Score -1.148909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -11489097.000000 Penalty: 5745.524902
	Iteration 176Q: 3 clusters Score -1.14891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -11489093.000000 Penalty: 5745.524902
	Iteration 177Q: 3 clusters Score -1.148909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -11489111.000000 Penalty: 5745.524902
	Iteration 178Q: 3 clusters Score -1.148911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 106082 members 
Entering Unmasked Estep 
Score: -11489101.000000 Penalty: 5745.524902
	Iteration 179Q: 3 clusters Score -1.14891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -11489103.000000 Penalty: 5745.524902
	Iteration 180F: 3 clusters Score -1.14891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -11489108.000000 Penalty: 5745.524902
	Iteration 181Q: 3 clusters Score -1.148911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -11489110.000000 Penalty: 5745.524902
	Iteration 182Q: 3 clusters Score -1.148911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -11489107.000000 Penalty: 5745.524902
	Iteration 183Q: 3 clusters Score -1.148911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -11489119.000000 Penalty: 5745.524902
	Iteration 184Q: 3 clusters Score -1.148912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -11489110.000000 Penalty: 5745.524902
	Iteration 185Q: 3 clusters Score -1.148911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -11489114.000000 Penalty: 5745.524902
	Iteration 186Q: 3 clusters Score -1.148911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -11489113.000000 Penalty: 5745.524902
	Iteration 187Q: 3 clusters Score -1.148911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -11489107.000000 Penalty: 5745.524902
	Iteration 188Q: 3 clusters Score -1.148911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -11489108.000000 Penalty: 5745.524902
	Iteration 189Q: 3 clusters Score -1.148911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -11489115.000000 Penalty: 5745.524902
	Iteration 190Q: 3 clusters Score -1.148912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -11489113.000000 Penalty: 5745.524902
	Iteration 191Q: 3 clusters Score -1.148911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -11489113.000000 Penalty: 5745.524902
	Iteration 192F: 3 clusters Score -1.148911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -391065.718750 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -391065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -386538.656250 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -386538.7 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -387626.531250 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -387626.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -387858.812500 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -387858.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -388019.468750 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -388019.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -388169.687500 Penalty: 4224.229980
	Iteration 4Q: 3 clusters Score -388169.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -388328.343750 Penalty: 4224.229980
	Iteration 5Q: 3 clusters Score -388328.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -388483.000000 Penalty: 4224.229980
	Iteration 6Q: 3 clusters Score -388483 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -388652.875000 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -388652.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -388846.468750 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -388846.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -389077.531250 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -389077.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -389248.843750 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -389248.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -389379.656250 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -389379.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -389487.968750 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -389488 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -389567.125000 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -389567.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -389650.968750 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -389651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -389717.562500 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -389717.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -389770.125000 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -389770.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -389809.812500 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -389809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -389840.031250 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -389840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -389885.843750 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -389885.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -389932.031250 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -389932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389974.781250 Penalty: 4224.229980
	Iteration 21Q: 3 clusters Score -389974.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -390025.343750 Penalty: 4224.229980
	Iteration 22Q: 3 clusters Score -390025.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -390072.312500 Penalty: 4224.229980
	Iteration 23Q: 3 clusters Score -390072.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -390101.125000 Penalty: 4224.229980
	Iteration 24Q: 3 clusters Score -390101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -390123.187500 Penalty: 4224.229980
	Iteration 25Q: 3 clusters Score -390123.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -390141.375000 Penalty: 4224.229980
	Iteration 26Q: 3 clusters Score -390141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -390154.250000 Penalty: 4224.229980
	Iteration 27Q: 3 clusters Score -390154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -390166.593750 Penalty: 4224.229980
	Iteration 28Q: 3 clusters Score -390166.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -390177.781250 Penalty: 4224.229980
	Iteration 29Q: 3 clusters Score -390177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -390183.937500 Penalty: 4224.229980
	Iteration 30Q: 3 clusters Score -390183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -390185.750000 Penalty: 4224.229980
	Iteration 31Q: 3 clusters Score -390185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -390193.968750 Penalty: 4224.229980
	Iteration 32Q: 3 clusters Score -390194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -390208.843750 Penalty: 4224.229980
	Iteration 33Q: 3 clusters Score -390208.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -390220.937500 Penalty: 4224.229980
	Iteration 34Q: 3 clusters Score -390220.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -390247.843750 Penalty: 4224.229980
	Iteration 35Q: 3 clusters Score -390247.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -390268.031250 Penalty: 4224.229980
	Iteration 36Q: 3 clusters Score -390268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -390282.187500 Penalty: 4224.229980
	Iteration 37Q: 3 clusters Score -390282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -390294.531250 Penalty: 4224.229980
	Iteration 38Q: 3 clusters Score -390294.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -390308.312500 Penalty: 4224.229980
	Iteration 39Q: 3 clusters Score -390308.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -390320.468750 Penalty: 4224.229980
	Iteration 40F: 3 clusters Score -390320.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -390332.625000 Penalty: 4224.229980
	Iteration 41Q: 3 clusters Score -390332.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -390340.656250 Penalty: 4224.229980
	Iteration 42Q: 3 clusters Score -390340.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -390351.312500 Penalty: 4224.229980
	Iteration 43Q: 3 clusters Score -390351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -390354.125000 Penalty: 4224.229980
	Iteration 44Q: 3 clusters Score -390354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -390356.062500 Penalty: 4224.229980
	Iteration 45Q: 3 clusters Score -390356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -390358.343750 Penalty: 4224.229980
	Iteration 46Q: 3 clusters Score -390358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -390359.375000 Penalty: 4224.229980
	Iteration 47Q: 3 clusters Score -390359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -390363.843750 Penalty: 4224.229980
	Iteration 48Q: 3 clusters Score -390363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -390366.656250 Penalty: 4224.229980
	Iteration 49Q: 3 clusters Score -390366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -390368.781250 Penalty: 4224.229980
	Iteration 50Q: 3 clusters Score -390368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -390369.906250 Penalty: 4224.229980
	Iteration 51Q: 3 clusters Score -390369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -390370.843750 Penalty: 4224.229980
	Iteration 52Q: 3 clusters Score -390370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -390373.625000 Penalty: 4224.229980
	Iteration 53Q: 3 clusters Score -390373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -390376.718750 Penalty: 4224.229980
	Iteration 54Q: 3 clusters Score -390376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -390378.968750 Penalty: 4224.229980
	Iteration 55Q: 3 clusters Score -390379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -390383.437500 Penalty: 4224.229980
	Iteration 56Q: 3 clusters Score -390383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -390385.281250 Penalty: 4224.229980
	Iteration 57Q: 3 clusters Score -390385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -390389.531250 Penalty: 4224.229980
	Iteration 58Q: 3 clusters Score -390389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -390388.625000 Penalty: 4224.229980
	Iteration 59Q: 3 clusters Score -390388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -390391.375000 Penalty: 4224.229980
	Iteration 60F: 3 clusters Score -390391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -390392.687500 Penalty: 4224.229980
	Iteration 61Q: 3 clusters Score -390392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -390393.406250 Penalty: 4224.229980
	Iteration 62Q: 3 clusters Score -390393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -390394.718750 Penalty: 4224.229980
	Iteration 63Q: 3 clusters Score -390394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -390394.781250 Penalty: 4224.229980
	Iteration 64Q: 3 clusters Score -390394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -390394.562500 Penalty: 4224.229980
	Iteration 65Q: 3 clusters Score -390394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -390394.562500 Penalty: 4224.229980
	Iteration 66F: 3 clusters Score -390394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -331760.281250 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -331760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -327696.250000 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -327696.2 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -328656.625000 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -328656.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -328898.593750 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -328898.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -329077.593750 Penalty: 4143.217773
	Iteration 3F: 3 clusters Score -329077.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -329221.937500 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -329221.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -329360.718750 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -329360.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -329495.156250 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -329495.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -329627.343750 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -329627.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -329749.312500 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -329749.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -329869.250000 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -329869.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -329980.718750 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -329980.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -330076.031250 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -330076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -330165.500000 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -330165.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -330245.750000 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -330245.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -330335.406250 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -330335.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -330419.875000 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -330419.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -330475.500000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -330475.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -330508.906250 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -330508.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -330534.875000 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -330534.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -330555.656250 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -330555.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -330575.531250 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -330575.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -330590.156250 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -330590.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -330609.000000 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -330609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -330630.750000 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -330630.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -330653.125000 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -330653.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -330685.468750 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -330685.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -330709.093750 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -330709.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -330740.031250 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -330740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -330760.406250 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -330760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -330767.156250 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -330767.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -330771.218750 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -330771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -330777.468750 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -330777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -330784.625000 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -330784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -330788.875000 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -330788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -330796.125000 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -330796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -330799.937500 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -330799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -330803.218750 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -330803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -330804.281250 Penalty: 4143.217773
	Iteration 37Q: 3 clusters Score -330804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -330805.937500 Penalty: 4143.217773
	Iteration 38Q: 3 clusters Score -330805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -330805.937500 Penalty: 4143.217773
	Iteration 39F: 3 clusters Score -330805.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -397083.718750 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -397083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -392487.125000 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -392487.1 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -393547.406250 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -393547.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -393749.781250 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -393749.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -393881.312500 Penalty: 4236.775391
	Iteration 3Q: 3 clusters Score -393881.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -393978.875000 Penalty: 4236.775391
	Iteration 4Q: 3 clusters Score -393978.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -394057.343750 Penalty: 4236.775391
	Iteration 5Q: 3 clusters Score -394057.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -394125.062500 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -394125.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -394174.218750 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -394174.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -394216.156250 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -394216.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -394247.906250 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -394247.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -394274.218750 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -394274.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -394311.875000 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -394311.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -394353.562500 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -394353.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -394404.312500 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -394404.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -394468.062500 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -394468.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -394528.500000 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -394528.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -394601.593750 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -394601.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -394686.093750 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -394686.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -394787.031250 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -394787 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -394897.031250 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -394897 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -395041.656250 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -395041.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -395205.562500 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -395205.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -395355.906250 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -395355.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -395462.468750 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -395462.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -395548.812500 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -395548.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -395608.468750 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -395608.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -395640.843750 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -395640.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -395662.937500 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -395662.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -395678.218750 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -395678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -395689.125000 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -395689.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -395696.437500 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -395696.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -395704.937500 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -395704.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -395715.593750 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -395715.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -395723.062500 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -395723.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -395726.468750 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -395726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -395729.656250 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -395729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -395731.437500 Penalty: 4236.775391
	Iteration 36Q: 3 clusters Score -395731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -395734.656250 Penalty: 4236.775391
	Iteration 37Q: 3 clusters Score -395734.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -395735.593750 Penalty: 4236.775391
	Iteration 38Q: 3 clusters Score -395735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -395737.375000 Penalty: 4236.775391
	Iteration 39Q: 3 clusters Score -395737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -395737.750000 Penalty: 4236.775391
	Iteration 40F: 3 clusters Score -395737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -167668.062500 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -167668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -164970.031250 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -164970 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -165469.359375 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -165469.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -165593.343750 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -165593.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -165656.718750 Penalty: 3807.070801
	Iteration 3Q: 3 clusters Score -165656.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -165710.968750 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -165711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -165752.328125 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -165752.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -165782.046875 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -165782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -165813.890625 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -165813.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -165847.375000 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -165847.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -165877.625000 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -165877.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -165915.812500 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -165915.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -165966.312500 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -165966.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -166018.062500 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -166018.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -166081.546875 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -166081.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -166151.609375 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -166151.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -166203.531250 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -166203.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -166260.843750 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -166260.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -166305.812500 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -166305.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -166340.921875 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -166340.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -166373.343750 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -166373.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -166398.593750 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -166398.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -166418.593750 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -166418.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -166431.437500 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -166431.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -166440.187500 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -166440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -166447.890625 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -166447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -166451.343750 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -166451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -166453.703125 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -166453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -166455.890625 Penalty: 3807.070801
	Iteration 27Q: 3 clusters Score -166455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -166457.140625 Penalty: 3807.070801
	Iteration 28Q: 3 clusters Score -166457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -166459.609375 Penalty: 3807.070801
	Iteration 29Q: 3 clusters Score -166459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -166464.781250 Penalty: 3807.070801
	Iteration 30Q: 3 clusters Score -166464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -166470.718750 Penalty: 3807.070801
	Iteration 31Q: 3 clusters Score -166470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166479.156250 Penalty: 3807.070801
	Iteration 32Q: 3 clusters Score -166479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -166492.562500 Penalty: 3807.070801
	Iteration 33Q: 3 clusters Score -166492.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166503.390625 Penalty: 3807.070801
	Iteration 34Q: 3 clusters Score -166503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -166505.093750 Penalty: 3807.070801
	Iteration 35Q: 3 clusters Score -166505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166508.453125 Penalty: 3807.070801
	Iteration 36Q: 3 clusters Score -166508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -166509.953125 Penalty: 3807.070801
	Iteration 37Q: 3 clusters Score -166510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -166510.031250 Penalty: 3807.070801
	Iteration 38Q: 3 clusters Score -166510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -166510.031250 Penalty: 3807.070801
	Iteration 39F: 3 clusters Score -166510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -138978.218750 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -138978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -136574.875000 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -136574.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137102.484375 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -137102.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137281.906250 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -137281.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -137492.828125 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -137492.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137838.390625 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -137838.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -138251.578125 Penalty: 3686.218506
	Iteration 5F: 3 clusters Score -138251.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -138634.015625 Penalty: 3686.218506
	Iteration 6F: 3 clusters Score -138634 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -138948.109375 Penalty: 3686.218506
	Iteration 7F: 3 clusters Score -138948.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139085.218750 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -139085.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -139127.828125 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -139127.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139148.921875 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -139148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -139161.703125 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -139161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -139177.390625 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -139177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -139186.328125 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -139186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -139194.640625 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -139194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139200.203125 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -139200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -139208.109375 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -139208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139210.296875 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -139210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -139212.140625 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -139212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139215.296875 Penalty: 3686.218506
	Iteration 19Q: 3 clusters Score -139215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139215.296875 Penalty: 3686.218506
	Iteration 20F: 3 clusters Score -139215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19244 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123814 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87110 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109812 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138159 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 1040 members 
Entering Unmasked Estep 
Score: -150792704.000000 Penalty: 253409.765625
Splitting cluster 50 changes total score from -150794160.000000 to -150792704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -600529.687500 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -600529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -593846.250000 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -593846.2 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -595837.750000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -595837.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -596245.687500 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -596245.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -596644.500000 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -596644.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -597107.687500 Penalty: 4482.675293
	Iteration 4F: 3 clusters Score -597107.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -597672.000000 Penalty: 4482.675293
	Iteration 5F: 3 clusters Score -597672 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -598214.500000 Penalty: 4482.675293
	Iteration 6F: 3 clusters Score -598214.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -598658.562500 Penalty: 4482.675293
	Iteration 7F: 3 clusters Score -598658.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -599031.687500 Penalty: 4482.675293
	Iteration 8F: 3 clusters Score -599031.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -599284.625000 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -599284.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -599528.750000 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -599528.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -599740.625000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -599740.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -599893.062500 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -599893.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -599970.125000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -599970.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -600014.875000 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -600014.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -600036.375000 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -600036.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -600059.750000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -600059.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -600095.062500 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -600095.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -600117.000000 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -600117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -600131.750000 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -600131.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -600144.687500 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -600144.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -600162.125000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -600162.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -600175.812500 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -600175.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -600190.375000 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -600190.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -600203.937500 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -600203.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -600218.437500 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -600218.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -600226.500000 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -600226.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -600234.437500 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -600234.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -600241.062500 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -600241.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -600249.812500 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -600249.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -600260.125000 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -600260.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -600270.562500 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -600270.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -600273.125000 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -600273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -600276.875000 Penalty: 4482.675293
	Iteration 33Q: 3 clusters Score -600276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -600280.375000 Penalty: 4482.675293
	Iteration 34Q: 3 clusters Score -600280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -600281.937500 Penalty: 4482.675293
	Iteration 35Q: 3 clusters Score -600281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -600282.937500 Penalty: 4482.675293
	Iteration 36Q: 3 clusters Score -600282.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -600287.812500 Penalty: 4482.675293
	Iteration 37Q: 3 clusters Score -600287.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -600289.687500 Penalty: 4482.675293
	Iteration 38Q: 3 clusters Score -600289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -600292.562500 Penalty: 4482.675293
	Iteration 39Q: 3 clusters Score -600292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -600294.000000 Penalty: 4482.675293
	Iteration 40F: 3 clusters Score -600294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -600294.125000 Penalty: 4482.675293
	Iteration 41Q: 3 clusters Score -600294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -600294.062500 Penalty: 4482.675293
	Iteration 42Q: 3 clusters Score -600294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -600296.062500 Penalty: 4482.675293
	Iteration 43Q: 3 clusters Score -600296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -600298.937500 Penalty: 4482.675293
	Iteration 44Q: 3 clusters Score -600298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -600300.437500 Penalty: 4482.675293
	Iteration 45Q: 3 clusters Score -600300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -600299.687500 Penalty: 4482.675293
	Iteration 46Q: 3 clusters Score -600299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -600300.250000 Penalty: 4482.675293
	Iteration 47Q: 3 clusters Score -600300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -600305.125000 Penalty: 4482.675293
	Iteration 48Q: 3 clusters Score -600305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -600306.437500 Penalty: 4482.675293
	Iteration 49Q: 3 clusters Score -600306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -600308.687500 Penalty: 4482.675293
	Iteration 50Q: 3 clusters Score -600308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -600310.187500 Penalty: 4482.675293
	Iteration 51Q: 3 clusters Score -600310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -600309.875000 Penalty: 4482.675293
	Iteration 52Q: 3 clusters Score -600309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -600312.250000 Penalty: 4482.675293
	Iteration 53Q: 3 clusters Score -600312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -600312.312500 Penalty: 4482.675293
	Iteration 54Q: 3 clusters Score -600312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -600313.500000 Penalty: 4482.675293
	Iteration 55Q: 3 clusters Score -600313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -600311.937500 Penalty: 4482.675293
	Iteration 56Q: 3 clusters Score -600311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -600314.937500 Penalty: 4482.675293
	Iteration 57Q: 3 clusters Score -600314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -600315.187500 Penalty: 4482.675293
	Iteration 58Q: 3 clusters Score -600315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -600314.437500 Penalty: 4482.675293
	Iteration 59Q: 3 clusters Score -600314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -600315.750000 Penalty: 4482.675293
	Iteration 60F: 3 clusters Score -600315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -600315.750000 Penalty: 4482.675293
	Iteration 61Q: 3 clusters Score -600315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -600316.500000 Penalty: 4482.675293
	Iteration 62Q: 3 clusters Score -600316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -600315.875000 Penalty: 4482.675293
	Iteration 63Q: 3 clusters Score -600315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -600315.875000 Penalty: 4482.675293
	Iteration 64F: 3 clusters Score -600315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1056275.625000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1056276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1046547.875000 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1046548 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1049470.875000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1049471 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1049815.875000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1049816 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1050103.375000 Penalty: 4702.489258
	Iteration 3F: 3 clusters Score -1050103 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1050362.750000 Penalty: 4702.489258
	Iteration 4Q: 3 clusters Score -1050363 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1050666.500000 Penalty: 4702.489258
	Iteration 5Q: 3 clusters Score -1050666 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1051048.375000 Penalty: 4702.489258
	Iteration 6F: 3 clusters Score -1051048 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1051555.875000 Penalty: 4702.489258
	Iteration 7F: 3 clusters Score -1051556 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1052140.875000 Penalty: 4702.489258
	Iteration 8F: 3 clusters Score -1052141 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1052678.750000 Penalty: 4702.489258
	Iteration 9F: 3 clusters Score -1052679 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1053137.875000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1053138 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1053455.500000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1053456 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1053693.875000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1053694 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1053838.250000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1053838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1053948.625000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1053949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1054012.125000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1054012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1054066.250000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1054066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1054102.125000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1054102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1054129.500000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1054130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1054156.250000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1054156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1054172.125000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1054172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1054193.125000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1054193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1054199.375000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1054199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1054212.125000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1054212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1054224.125000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1054224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1054228.750000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1054229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1054236.125000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1054236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1054248.000000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1054248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1054262.125000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1054262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1054274.750000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1054275 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1054287.250000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1054287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1054302.375000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1054302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1054317.250000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1054317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1054327.125000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1054327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1054333.875000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1054334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1054340.875000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1054341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1054346.250000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1054346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1054349.000000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1054349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1054353.750000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1054354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1054358.375000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1054358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1054365.375000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1054365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1054373.625000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1054374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1054381.250000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1054381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1054384.875000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1054385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1054388.875000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1054389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1054392.250000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1054392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1054395.125000 Penalty: 4702.489258
	Iteration 46Q: 3 clusters Score -1054395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1054397.125000 Penalty: 4702.489258
	Iteration 47Q: 3 clusters Score -1054397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1054401.625000 Penalty: 4702.489258
	Iteration 48Q: 3 clusters Score -1054402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1054404.500000 Penalty: 4702.489258
	Iteration 49Q: 3 clusters Score -1054404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1054415.250000 Penalty: 4702.489258
	Iteration 50Q: 3 clusters Score -1054415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1054415.250000 Penalty: 4702.489258
	Iteration 51Q: 3 clusters Score -1054415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1054417.875000 Penalty: 4702.489258
	Iteration 52Q: 3 clusters Score -1054418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1054415.375000 Penalty: 4702.489258
	Iteration 53Q: 3 clusters Score -1054415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1054418.000000 Penalty: 4702.489258
	Iteration 54Q: 3 clusters Score -1054418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1054418.625000 Penalty: 4702.489258
	Iteration 55Q: 3 clusters Score -1054419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1054418.250000 Penalty: 4702.489258
	Iteration 56Q: 3 clusters Score -1054418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1054420.125000 Penalty: 4702.489258
	Iteration 57Q: 3 clusters Score -1054420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1054421.250000 Penalty: 4702.489258
	Iteration 58Q: 3 clusters Score -1054421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1054423.875000 Penalty: 4702.489258
	Iteration 59Q: 3 clusters Score -1054424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1054425.125000 Penalty: 4702.489258
	Iteration 60F: 3 clusters Score -1054425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1054427.000000 Penalty: 4702.489258
	Iteration 61Q: 3 clusters Score -1054427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1054427.750000 Penalty: 4702.489258
	Iteration 62Q: 3 clusters Score -1054428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1054428.625000 Penalty: 4702.489258
	Iteration 63Q: 3 clusters Score -1054429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1054427.000000 Penalty: 4702.489258
	Iteration 64Q: 3 clusters Score -1054427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1054429.625000 Penalty: 4702.489258
	Iteration 65Q: 3 clusters Score -1054430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1054430.375000 Penalty: 4702.489258
	Iteration 66Q: 3 clusters Score -1054430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1054431.250000 Penalty: 4702.489258
	Iteration 67Q: 3 clusters Score -1054431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1054430.750000 Penalty: 4702.489258
	Iteration 68Q: 3 clusters Score -1054431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1054430.750000 Penalty: 4702.489258
	Iteration 69F: 3 clusters Score -1054431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (19498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Entering Unmasked Estep 
Score: -1574905.375000 Penalty: 2449.760742
	Iteration 0F: 2 clusters Score -1574905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1561118.500000 Penalty: 4899.521484
	Iteration 0F: 3 clusters Score -1561118 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1565728.625000 Penalty: 4899.521484
	Iteration 1F: 3 clusters Score -1565729 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1566309.500000 Penalty: 4899.521484
	Iteration 2F: 3 clusters Score -1566310 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1566850.250000 Penalty: 4899.521484
	Iteration 3F: 3 clusters Score -1566850 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1567496.750000 Penalty: 4899.521484
	Iteration 4F: 3 clusters Score -1567497 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1568133.500000 Penalty: 4899.521484
	Iteration 5F: 3 clusters Score -1568134 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1568813.875000 Penalty: 4899.521484
	Iteration 6F: 3 clusters Score -1568814 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1569484.750000 Penalty: 4899.521484
	Iteration 7F: 3 clusters Score -1569485 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1570049.500000 Penalty: 4899.521484
	Iteration 8Q: 3 clusters Score -1570050 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1570511.125000 Penalty: 4899.521484
	Iteration 9Q: 3 clusters Score -1570511 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1570946.250000 Penalty: 4899.521484
	Iteration 10Q: 3 clusters Score -1570946 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1571354.750000 Penalty: 4899.521484
	Iteration 11Q: 3 clusters Score -1571355 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1571701.375000 Penalty: 4899.521484
	Iteration 12Q: 3 clusters Score -1571701 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1571958.375000 Penalty: 4899.521484
	Iteration 13Q: 3 clusters Score -1571958 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1572154.500000 Penalty: 4899.521484
	Iteration 14Q: 3 clusters Score -1572154 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1572292.875000 Penalty: 4899.521484
	Iteration 15Q: 3 clusters Score -1572293 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1572430.875000 Penalty: 4899.521484
	Iteration 16Q: 3 clusters Score -1572431 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1572548.625000 Penalty: 4899.521484
	Iteration 17Q: 3 clusters Score -1572549 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1572626.375000 Penalty: 4899.521484
	Iteration 18Q: 3 clusters Score -1572626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1572683.125000 Penalty: 4899.521484
	Iteration 19Q: 3 clusters Score -1572683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1572728.875000 Penalty: 4899.521484
	Iteration 20F: 3 clusters Score -1572729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1572756.125000 Penalty: 4899.521484
	Iteration 21Q: 3 clusters Score -1572756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1572780.250000 Penalty: 4899.521484
	Iteration 22Q: 3 clusters Score -1572780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1572801.250000 Penalty: 4899.521484
	Iteration 23Q: 3 clusters Score -1572801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1572818.625000 Penalty: 4899.521484
	Iteration 24Q: 3 clusters Score -1572819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1572833.250000 Penalty: 4899.521484
	Iteration 25Q: 3 clusters Score -1572833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1572843.000000 Penalty: 4899.521484
	Iteration 26Q: 3 clusters Score -1572843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1572852.000000 Penalty: 4899.521484
	Iteration 27Q: 3 clusters Score -1572852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1572856.125000 Penalty: 4899.521484
	Iteration 28Q: 3 clusters Score -1572856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1572861.375000 Penalty: 4899.521484
	Iteration 29Q: 3 clusters Score -1572861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1572861.750000 Penalty: 4899.521484
	Iteration 30Q: 3 clusters Score -1572862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1572865.375000 Penalty: 4899.521484
	Iteration 31Q: 3 clusters Score -1572865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1572866.500000 Penalty: 4899.521484
	Iteration 32Q: 3 clusters Score -1572866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1572872.125000 Penalty: 4899.521484
	Iteration 33Q: 3 clusters Score -1572872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1572872.125000 Penalty: 4899.521484
	Iteration 34F: 3 clusters Score -1572872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -113287.398438 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -113287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111317.296875 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -111317.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -112172.085938 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -112172.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112756.359375 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -112756.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -113121.906250 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -113121.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -113245.406250 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -113245.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -113292.117188 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -113292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -113344.289062 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -113344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -113390.210938 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -113390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113427.226562 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -113427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113434.984375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -113435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113440.429688 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -113440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -113447.218750 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -113447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -113459.789062 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -113459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113474.226562 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -113474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -113481.000000 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -113481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113496.125000 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -113496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113502.453125 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -113502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -113504.320312 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -113504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113509.914062 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -113509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113512.625000 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -113512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -113515.460938 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -113515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -113527.617188 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -113527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -113534.625000 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -113534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -113562.867188 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -113562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -113589.929688 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -113589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113623.234375 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -113623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -113633.960938 Penalty: 3552.164551
	Iteration 26Q: 3 clusters Score -113634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113643.656250 Penalty: 3552.164551
	Iteration 27Q: 3 clusters Score -113643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113658.000000 Penalty: 3552.164551
	Iteration 28Q: 3 clusters Score -113658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -113691.562500 Penalty: 3552.164551
	Iteration 29Q: 3 clusters Score -113691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113711.804688 Penalty: 3552.164551
	Iteration 30Q: 3 clusters Score -113711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113721.273438 Penalty: 3552.164551
	Iteration 31Q: 3 clusters Score -113721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113724.468750 Penalty: 3552.164551
	Iteration 32Q: 3 clusters Score -113724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -113725.046875 Penalty: 3552.164551
	Iteration 33Q: 3 clusters Score -113725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -113725.789062 Penalty: 3552.164551
	Iteration 34Q: 3 clusters Score -113725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -113725.789062 Penalty: 3552.164551
	Iteration 35F: 3 clusters Score -113725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19244 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123814 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87110 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109812 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138159 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 314 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 975 members 
Entering Unmasked Estep 
Score: -150792880.000000 Penalty: 253409.765625
Splitting cluster 54 changes total score from -150794160.000000 to -150792880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -953659.750000 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -953659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -946497.187500 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -946497.2 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -948520.687500 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -948520.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -948779.000000 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -948779 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -948937.000000 Penalty: 4528.156250
	Iteration 3Q: 3 clusters Score -948937 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -949075.875000 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -949075.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -949177.625000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -949177.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -949259.500000 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -949259.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -949337.062500 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -949337.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -949409.375000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -949409.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -949465.250000 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -949465.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -949527.937500 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -949527.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -949577.375000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -949577.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -949623.875000 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -949623.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -949678.750000 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -949678.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -949723.812500 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -949723.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -949789.750000 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -949789.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -949859.625000 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -949859.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -949932.062500 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -949932.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -950007.875000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -950007.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -950125.812500 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -950125.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -950281.250000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -950281.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -950466.937500 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -950466.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -950666.375000 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -950666.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -950872.875000 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -950872.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -951084.437500 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -951084.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -951296.000000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -951296 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -951468.062500 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -951468.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -951636.187500 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -951636.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -951761.937500 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -951761.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -951865.250000 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -951865.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -951957.062500 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -951957.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -952029.875000 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -952029.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -952082.562500 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -952082.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -952117.875000 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -952117.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -952143.125000 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -952143.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -952156.750000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -952156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -952166.062500 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -952166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -952168.625000 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -952168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -952168.125000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -952168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -952168.062500 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -952168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -952172.687500 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -952172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -952173.437500 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -952173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -952177.625000 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -952177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -952180.625000 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -952180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -952182.312500 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -952182.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -952185.187500 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -952185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -952186.062500 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -952186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -952189.500000 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -952189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -952188.125000 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -952188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -952191.562500 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -952191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -952193.937500 Penalty: 4528.156250
	Iteration 50Q: 3 clusters Score -952193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -952194.062500 Penalty: 4528.156250
	Iteration 51Q: 3 clusters Score -952194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -952195.062500 Penalty: 4528.156250
	Iteration 52Q: 3 clusters Score -952195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -952196.687500 Penalty: 4528.156250
	Iteration 53Q: 3 clusters Score -952196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -952196.250000 Penalty: 4528.156250
	Iteration 54Q: 3 clusters Score -952196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -952196.250000 Penalty: 4528.156250
	Iteration 55F: 3 clusters Score -952196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -556593.312500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -556593.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -551839.937500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -551839.9 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -552926.250000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -552926.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -553126.812500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -553126.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -553258.937500 Penalty: 4259.475098
	Iteration 3Q: 3 clusters Score -553258.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -553346.000000 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -553346 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -553417.250000 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -553417.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -553471.375000 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -553471.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -553518.875000 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -553518.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -553568.500000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -553568.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -553619.312500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -553619.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -553657.062500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -553657.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -553683.625000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -553683.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -553719.250000 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -553719.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -553758.187500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -553758.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -553786.937500 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -553786.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -553816.625000 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -553816.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -553841.125000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -553841.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -553865.187500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -553865.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -553905.500000 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -553905.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -553943.062500 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -553943.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -553983.312500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -553983.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -554026.125000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -554026.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -554074.562500 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -554074.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -554136.500000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -554136.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -554217.250000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -554217.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -554285.750000 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -554285.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -554351.250000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -554351.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -554406.875000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -554406.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -554460.562500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -554460.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -554503.375000 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -554503.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -554547.375000 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -554547.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -554588.625000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -554588.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -554633.562500 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -554633.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -554673.250000 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -554673.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -554701.187500 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -554701.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -554716.875000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -554716.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -554723.875000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -554723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -554736.625000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -554736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -554744.250000 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -554744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -554753.125000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -554753.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -554759.000000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -554759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -554763.437500 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -554763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -554769.000000 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -554769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -554771.437500 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -554771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -554773.187500 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -554773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -554776.125000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -554776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -554780.937500 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -554780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -554781.625000 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -554781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -554781.812500 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -554781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -554784.187500 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -554784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -554788.250000 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -554788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -554790.187500 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -554790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -554793.000000 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -554793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -554794.562500 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -554794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -554794.625000 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -554794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -554794.437500 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -554794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -554795.812500 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -554795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -554795.875000 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -554795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -554795.875000 Penalty: 4259.475098
	Iteration 58F: 3 clusters Score -554795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -235992.078125 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -235992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -232939.468750 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -232939.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -233581.515625 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -233581.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -233755.718750 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -233755.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -233856.000000 Penalty: 3921.099121
	Iteration 3Q: 3 clusters Score -233856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -233924.281250 Penalty: 3921.099121
	Iteration 4Q: 3 clusters Score -233924.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -233990.812500 Penalty: 3921.099121
	Iteration 5Q: 3 clusters Score -233990.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -234045.796875 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -234045.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -234087.312500 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -234087.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -234140.906250 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -234140.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -234200.093750 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -234200.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -234254.984375 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -234255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -234315.515625 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -234315.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -234373.031250 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -234373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -234429.859375 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -234429.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -234494.609375 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -234494.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -234568.656250 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -234568.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -234638.109375 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -234638.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -234716.234375 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -234716.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -234808.078125 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -234808.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -234886.687500 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -234886.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -234976.609375 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -234976.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -235051.812500 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -235051.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -235122.765625 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -235122.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -235162.671875 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -235162.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -235193.281250 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -235193.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -235220.734375 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -235220.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -235244.437500 Penalty: 3921.099121
	Iteration 26Q: 3 clusters Score -235244.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -235268.921875 Penalty: 3921.099121
	Iteration 27Q: 3 clusters Score -235268.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -235284.328125 Penalty: 3921.099121
	Iteration 28Q: 3 clusters Score -235284.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -235300.093750 Penalty: 3921.099121
	Iteration 29Q: 3 clusters Score -235300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -235315.750000 Penalty: 3921.099121
	Iteration 30Q: 3 clusters Score -235315.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -235328.000000 Penalty: 3921.099121
	Iteration 31Q: 3 clusters Score -235328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -235337.281250 Penalty: 3921.099121
	Iteration 32Q: 3 clusters Score -235337.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -235344.046875 Penalty: 3921.099121
	Iteration 33Q: 3 clusters Score -235344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -235348.625000 Penalty: 3921.099121
	Iteration 34Q: 3 clusters Score -235348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -235353.203125 Penalty: 3921.099121
	Iteration 35Q: 3 clusters Score -235353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -235361.546875 Penalty: 3921.099121
	Iteration 36Q: 3 clusters Score -235361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -235370.609375 Penalty: 3921.099121
	Iteration 37Q: 3 clusters Score -235370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -235375.218750 Penalty: 3921.099121
	Iteration 38Q: 3 clusters Score -235375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -235378.312500 Penalty: 3921.099121
	Iteration 39Q: 3 clusters Score -235378.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -235388.468750 Penalty: 3921.099121
	Iteration 40F: 3 clusters Score -235388.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -235401.515625 Penalty: 3921.099121
	Iteration 41Q: 3 clusters Score -235401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -235410.171875 Penalty: 3921.099121
	Iteration 42Q: 3 clusters Score -235410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -235414.593750 Penalty: 3921.099121
	Iteration 43Q: 3 clusters Score -235414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -235420.156250 Penalty: 3921.099121
	Iteration 44Q: 3 clusters Score -235420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -235427.015625 Penalty: 3921.099121
	Iteration 45Q: 3 clusters Score -235427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -235437.703125 Penalty: 3921.099121
	Iteration 46Q: 3 clusters Score -235437.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -235446.031250 Penalty: 3921.099121
	Iteration 47Q: 3 clusters Score -235446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -235454.578125 Penalty: 3921.099121
	Iteration 48Q: 3 clusters Score -235454.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -235461.515625 Penalty: 3921.099121
	Iteration 49Q: 3 clusters Score -235461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -235467.625000 Penalty: 3921.099121
	Iteration 50Q: 3 clusters Score -235467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -235478.859375 Penalty: 3921.099121
	Iteration 51Q: 3 clusters Score -235478.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -235488.171875 Penalty: 3921.099121
	Iteration 52Q: 3 clusters Score -235488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -235492.437500 Penalty: 3921.099121
	Iteration 53Q: 3 clusters Score -235492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -235495.921875 Penalty: 3921.099121
	Iteration 54Q: 3 clusters Score -235495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -235497.609375 Penalty: 3921.099121
	Iteration 55Q: 3 clusters Score -235497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -235499.203125 Penalty: 3921.099121
	Iteration 56Q: 3 clusters Score -235499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -235501.109375 Penalty: 3921.099121
	Iteration 57Q: 3 clusters Score -235501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -235502.171875 Penalty: 3921.099121
	Iteration 58Q: 3 clusters Score -235502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -235502.562500 Penalty: 3921.099121
	Iteration 59Q: 3 clusters Score -235502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -235502.562500 Penalty: 3921.099121
	Iteration 60F: 3 clusters Score -235502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -416327.468750 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -416327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -412161.656250 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -412161.7 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -413165.656250 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -413165.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -413366.843750 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -413366.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -413513.500000 Penalty: 4162.135742
	Iteration 3Q: 3 clusters Score -413513.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -413638.312500 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -413638.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -413776.218750 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -413776.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -413917.593750 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -413917.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -414092.593750 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -414092.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -414276.062500 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -414276.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -414501.375000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -414501.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -414742.281250 Penalty: 4162.135742
	Iteration 10F: 3 clusters Score -414742.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -414938.812500 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -414938.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -415082.281250 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -415082.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -415173.906250 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -415173.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -415255.968750 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -415256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -415307.968750 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -415308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -415335.656250 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -415335.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -415351.750000 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -415351.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -415368.375000 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -415368.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -415386.968750 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -415387 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -415405.125000 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -415405.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -415419.843750 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -415419.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -415439.093750 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -415439.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -415464.718750 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -415464.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -415489.218750 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -415489.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -415504.843750 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -415504.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -415516.468750 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -415516.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -415527.156250 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -415527.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -415541.187500 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -415541.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -415550.156250 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -415550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -415552.437500 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -415552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -415555.937500 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -415555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -415558.343750 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -415558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -415562.031250 Penalty: 4162.135742
	Iteration 33Q: 3 clusters Score -415562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -415566.406250 Penalty: 4162.135742
	Iteration 34Q: 3 clusters Score -415566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -415570.156250 Penalty: 4162.135742
	Iteration 35Q: 3 clusters Score -415570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -415577.656250 Penalty: 4162.135742
	Iteration 36Q: 3 clusters Score -415577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -415580.968750 Penalty: 4162.135742
	Iteration 37Q: 3 clusters Score -415581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -415586.718750 Penalty: 4162.135742
	Iteration 38Q: 3 clusters Score -415586.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -415592.500000 Penalty: 4162.135742
	Iteration 39Q: 3 clusters Score -415592.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -415599.062500 Penalty: 4162.135742
	Iteration 40F: 3 clusters Score -415599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -415602.937500 Penalty: 4162.135742
	Iteration 41Q: 3 clusters Score -415602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -415604.656250 Penalty: 4162.135742
	Iteration 42Q: 3 clusters Score -415604.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -415606.250000 Penalty: 4162.135742
	Iteration 43Q: 3 clusters Score -415606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -415608.750000 Penalty: 4162.135742
	Iteration 44Q: 3 clusters Score -415608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -415610.218750 Penalty: 4162.135742
	Iteration 45Q: 3 clusters Score -415610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -415612.218750 Penalty: 4162.135742
	Iteration 46Q: 3 clusters Score -415612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -415613.531250 Penalty: 4162.135742
	Iteration 47Q: 3 clusters Score -415613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -415613.937500 Penalty: 4162.135742
	Iteration 48Q: 3 clusters Score -415613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -415616.062500 Penalty: 4162.135742
	Iteration 49Q: 3 clusters Score -415616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -415617.156250 Penalty: 4162.135742
	Iteration 50Q: 3 clusters Score -415617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -415618.656250 Penalty: 4162.135742
	Iteration 51Q: 3 clusters Score -415618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -415619.968750 Penalty: 4162.135742
	Iteration 52Q: 3 clusters Score -415620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -415621.500000 Penalty: 4162.135742
	Iteration 53Q: 3 clusters Score -415621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -415621.937500 Penalty: 4162.135742
	Iteration 54Q: 3 clusters Score -415621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -415623.562500 Penalty: 4162.135742
	Iteration 55Q: 3 clusters Score -415623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -415624.406250 Penalty: 4162.135742
	Iteration 56Q: 3 clusters Score -415624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -415626.218750 Penalty: 4162.135742
	Iteration 57Q: 3 clusters Score -415626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -415628.156250 Penalty: 4162.135742
	Iteration 58Q: 3 clusters Score -415628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -415629.562500 Penalty: 4162.135742
	Iteration 59Q: 3 clusters Score -415629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -415632.156250 Penalty: 4162.135742
	Iteration 60F: 3 clusters Score -415632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -415633.593750 Penalty: 4162.135742
	Iteration 61Q: 3 clusters Score -415633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -415633.906250 Penalty: 4162.135742
	Iteration 62Q: 3 clusters Score -415633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -415636.281250 Penalty: 4162.135742
	Iteration 63Q: 3 clusters Score -415636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -415637.281250 Penalty: 4162.135742
	Iteration 64Q: 3 clusters Score -415637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -415637.843750 Penalty: 4162.135742
	Iteration 65Q: 3 clusters Score -415637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -415638.375000 Penalty: 4162.135742
	Iteration 66Q: 3 clusters Score -415638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -415640.062500 Penalty: 4162.135742
	Iteration 67Q: 3 clusters Score -415640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -415640.312500 Penalty: 4162.135742
	Iteration 68Q: 3 clusters Score -415640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -415641.406250 Penalty: 4162.135742
	Iteration 69Q: 3 clusters Score -415641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -415641.281250 Penalty: 4162.135742
	Iteration 70Q: 3 clusters Score -415641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -415642.343750 Penalty: 4162.135742
	Iteration 71Q: 3 clusters Score -415642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -415642.843750 Penalty: 4162.135742
	Iteration 72Q: 3 clusters Score -415642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -415642.718750 Penalty: 4162.135742
	Iteration 73Q: 3 clusters Score -415642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -415644.406250 Penalty: 4162.135742
	Iteration 74Q: 3 clusters Score -415644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -415644.406250 Penalty: 4162.135742
	Iteration 75F: 3 clusters Score -415644.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -209990.937500 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -209990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -206861.937500 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -206861.9 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -207591.640625 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -207591.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -207806.468750 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -207806.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -207950.359375 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -207950.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -208047.156250 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -208047.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -208125.140625 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -208125.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -208189.109375 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -208189.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -208253.906250 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -208253.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -208327.515625 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -208327.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -208396.078125 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -208396.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -208456.156250 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -208456.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -208520.109375 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -208520.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -208571.437500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -208571.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -208611.750000 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -208611.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -208642.921875 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -208642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -208673.156250 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -208673.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -208712.140625 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -208712.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -208743.484375 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -208743.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -208762.984375 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -208763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -208777.250000 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -208777.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -208792.250000 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -208792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -208804.296875 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -208804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -208813.421875 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -208813.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -208819.125000 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -208819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -208821.984375 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -208822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -208825.031250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -208825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -208829.500000 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -208829.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -208838.093750 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -208838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -208841.515625 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -208841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -208843.515625 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -208843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -208845.203125 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -208845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -208846.390625 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -208846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -208846.343750 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -208846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -208847.171875 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -208847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -208847.171875 Penalty: 3948.839600
	Iteration 34F: 3 clusters Score -208847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -543756.125000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -543756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -538843.625000 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -538843.6 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -540240.687500 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -540240.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -540663.437500 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -540663.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -541014.125000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -541014.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -541390.250000 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -541390.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -541768.187500 Penalty: 4292.467773
	Iteration 5F: 3 clusters Score -541768.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -542130.187500 Penalty: 4292.467773
	Iteration 6F: 3 clusters Score -542130.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -542351.375000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -542351.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -542499.437500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -542499.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -542603.875000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -542603.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -542694.500000 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -542694.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -542760.750000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -542760.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -542804.437500 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -542804.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -542837.125000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -542837.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -542851.687500 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -542851.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -542862.437500 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -542862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -542875.937500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -542875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -542886.687500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -542886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -542891.750000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -542891.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -542894.937500 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -542894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -542896.687500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -542896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -542897.500000 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -542897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -542897.625000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -542897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -542897.625000 Penalty: 4292.467773
	Iteration 23F: 3 clusters Score -542897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -544916.812500 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -544916.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -539025.375000 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -539025.4 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -540729.375000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -540729.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -541131.250000 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -541131.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -541602.250000 Penalty: 4412.979492
	Iteration 3F: 3 clusters Score -541602.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -542118.062500 Penalty: 4412.979492
	Iteration 4F: 3 clusters Score -542118.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -542583.000000 Penalty: 4412.979492
	Iteration 5F: 3 clusters Score -542583 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -543035.437500 Penalty: 4412.979492
	Iteration 6F: 3 clusters Score -543035.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -543408.625000 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -543408.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -543803.250000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -543803.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -544192.937500 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -544192.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -544600.187500 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -544600.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -544903.500000 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -544903.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -545078.312500 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -545078.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -545167.687500 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -545167.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -545215.937500 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -545215.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -545231.250000 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -545231.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -545239.437500 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -545239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -545243.562500 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -545243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -545247.000000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -545247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -545249.500000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -545249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -545251.250000 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -545251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -545251.437500 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -545251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -545251.437500 Penalty: 4412.979492
	Iteration 22F: 3 clusters Score -545251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19244 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123814 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87110 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109812 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138159 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 4094 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 3217 members 
Entering Unmasked Estep 
Score: -150792976.000000 Penalty: 253409.765625
Splitting cluster 61 changes total score from -150794160.000000 to -150792976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -212017.765625 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -212017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -208885.187500 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -208885.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -209574.171875 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -209574.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -209729.093750 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -209729.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -209826.531250 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -209826.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209890.250000 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -209890.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -209924.015625 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -209924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -209949.250000 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -209949.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -209968.078125 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -209968.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -209987.890625 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -209987.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -210004.515625 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -210004.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -210019.500000 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -210019.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -210033.968750 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -210034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -210041.656250 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -210041.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -210048.093750 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -210048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -210054.187500 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -210054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -210059.203125 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -210059.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -210062.843750 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -210062.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -210067.281250 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -210067.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -210073.234375 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -210073.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210082.453125 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -210082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210088.484375 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -210088.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210094.781250 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -210094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -210096.812500 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -210096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -210100.125000 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -210100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -210104.296875 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -210104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -210110.156250 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -210110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -210115.875000 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -210115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210120.750000 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -210120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -210126.593750 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -210126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -210129.781250 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -210129.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -210132.203125 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -210132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -210133.906250 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -210133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -210134.968750 Penalty: 3926.012695
	Iteration 32Q: 3 clusters Score -210135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -210135.031250 Penalty: 3926.012695
	Iteration 33Q: 3 clusters Score -210135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -210135.593750 Penalty: 3926.012695
	Iteration 34Q: 3 clusters Score -210135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -210137.859375 Penalty: 3926.012695
	Iteration 35Q: 3 clusters Score -210137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210140.484375 Penalty: 3926.012695
	Iteration 36Q: 3 clusters Score -210140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210141.671875 Penalty: 3926.012695
	Iteration 37Q: 3 clusters Score -210141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210145.578125 Penalty: 3926.012695
	Iteration 38Q: 3 clusters Score -210145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -210149.375000 Penalty: 3926.012695
	Iteration 39Q: 3 clusters Score -210149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210152.296875 Penalty: 3926.012695
	Iteration 40F: 3 clusters Score -210152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -210155.640625 Penalty: 3926.012695
	Iteration 41Q: 3 clusters Score -210155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -210158.750000 Penalty: 3926.012695
	Iteration 42Q: 3 clusters Score -210158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -210160.140625 Penalty: 3926.012695
	Iteration 43Q: 3 clusters Score -210160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210161.187500 Penalty: 3926.012695
	Iteration 44Q: 3 clusters Score -210161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -210161.578125 Penalty: 3926.012695
	Iteration 45Q: 3 clusters Score -210161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -210162.187500 Penalty: 3926.012695
	Iteration 46Q: 3 clusters Score -210162.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -210162.187500 Penalty: 3926.012695
	Iteration 47F: 3 clusters Score -210162.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -73770.679688 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -73770.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -71680.515625 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -71680.52 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -72275.890625 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -72275.89 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72500.421875 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -72500.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72587.742188 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -72587.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72643.859375 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -72643.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72681.765625 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -72681.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -72698.820312 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -72698.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72719.835938 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -72719.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72725.984375 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -72725.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72732.140625 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -72732.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72754.914062 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -72754.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72773.085938 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -72773.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72792.609375 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -72792.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -72813.789062 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -72813.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72834.804688 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -72834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -72869.914062 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -72869.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -72893.570312 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -72893.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -72923.312500 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -72923.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -72945.015625 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -72945.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72975.031250 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -72975.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73018.367188 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -73018.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73075.406250 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -73075.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73145.414062 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -73145.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73210.890625 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -73210.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -73283.781250 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -73283.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73366.617188 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -73366.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73404.437500 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -73404.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -73414.617188 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -73414.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -73426.015625 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -73426.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -73432.343750 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -73432.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -73433.796875 Penalty: 3543.234375
	Iteration 30Q: 3 clusters Score -73433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -73433.796875 Penalty: 3543.234375
	Iteration 31F: 3 clusters Score -73433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -187077.015625 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -187077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -184197.890625 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -184197.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -184752.484375 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -184752.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -184873.734375 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -184873.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -184933.718750 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -184933.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -184977.921875 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -184977.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -185017.703125 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -185017.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -185049.031250 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -185049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -185065.937500 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -185065.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -185076.546875 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -185076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -185088.875000 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -185088.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -185100.656250 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -185100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -185109.390625 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -185109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -185114.359375 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -185114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -185118.343750 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -185118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -185124.484375 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -185124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -185132.343750 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -185132.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -185140.937500 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -185140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -185147.343750 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -185147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -185150.656250 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -185150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -185155.265625 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -185155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -185159.015625 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -185159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -185164.015625 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -185164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -185168.203125 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -185168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -185172.640625 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -185172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -185173.859375 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -185173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -185173.859375 Penalty: 3848.768555
	Iteration 25F: 3 clusters Score -185173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -366371.812500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -366371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -362532.187500 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -362532.2 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -363372.937500 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -363372.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -363593.781250 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -363593.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -363723.843750 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -363723.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -363799.968750 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -363800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -363863.531250 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -363863.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -363919.875000 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -363919.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -363968.937500 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -363968.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364025.281250 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -364025.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -364072.281250 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -364072.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -364117.281250 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -364117.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -364154.625000 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -364154.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -364196.375000 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -364196.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -364234.250000 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -364234.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -364264.437500 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -364264.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364292.375000 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -364292.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -364317.875000 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -364317.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -364331.218750 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -364331.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -364350.781250 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -364350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -364368.000000 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -364368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -364384.312500 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -364384.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -364399.468750 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -364399.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -364415.187500 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -364415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -364424.062500 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -364424.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -364433.843750 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -364433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -364442.781250 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -364442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -364450.687500 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -364450.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -364459.562500 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -364459.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -364470.031250 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -364470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -364475.875000 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -364475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -364486.218750 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -364486.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -364500.656250 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -364500.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -364514.906250 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -364514.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -364526.031250 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -364526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -364537.000000 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -364537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -364544.718750 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -364544.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -364551.187500 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -364551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -364553.750000 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -364553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -364556.250000 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -364556.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -364560.093750 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -364560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -364561.375000 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -364561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364563.968750 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -364564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -364566.812500 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -364566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -364568.250000 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -364568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -364570.593750 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -364570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -364574.125000 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -364574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -364578.250000 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -364578.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -364581.906250 Penalty: 4110.613770
	Iteration 47Q: 3 clusters Score -364581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -364587.000000 Penalty: 4110.613770
	Iteration 48Q: 3 clusters Score -364587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -364591.375000 Penalty: 4110.613770
	Iteration 49Q: 3 clusters Score -364591.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -364595.812500 Penalty: 4110.613770
	Iteration 50Q: 3 clusters Score -364595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -364599.093750 Penalty: 4110.613770
	Iteration 51Q: 3 clusters Score -364599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -364600.093750 Penalty: 4110.613770
	Iteration 52Q: 3 clusters Score -364600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -364601.437500 Penalty: 4110.613770
	Iteration 53Q: 3 clusters Score -364601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -364602.937500 Penalty: 4110.613770
	Iteration 54Q: 3 clusters Score -364602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -364603.250000 Penalty: 4110.613770
	Iteration 55Q: 3 clusters Score -364603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -364604.125000 Penalty: 4110.613770
	Iteration 56Q: 3 clusters Score -364604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -364604.125000 Penalty: 4110.613770
	Iteration 57Q: 3 clusters Score -364604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -364604.687500 Penalty: 4110.613770
	Iteration 58Q: 3 clusters Score -364604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -364604.687500 Penalty: 4110.613770
	Iteration 59F: 3 clusters Score -364604.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -601324.875000 Penalty: 2210.460449
	Iteration 0F: 2 clusters Score -601324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -595258.375000 Penalty: 4420.920898
	Iteration 0F: 3 clusters Score -595258.4 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -596955.250000 Penalty: 4420.920898
	Iteration 1F: 3 clusters Score -596955.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -597269.250000 Penalty: 4420.920898
	Iteration 2F: 3 clusters Score -597269.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -597456.625000 Penalty: 4420.920898
	Iteration 3F: 3 clusters Score -597456.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -597612.187500 Penalty: 4420.920898
	Iteration 4Q: 3 clusters Score -597612.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -597769.812500 Penalty: 4420.920898
	Iteration 5Q: 3 clusters Score -597769.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -597933.562500 Penalty: 4420.920898
	Iteration 6Q: 3 clusters Score -597933.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -598157.687500 Penalty: 4420.920898
	Iteration 7Q: 3 clusters Score -598157.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -598441.750000 Penalty: 4420.920898
	Iteration 8Q: 3 clusters Score -598441.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -598682.500000 Penalty: 4420.920898
	Iteration 9Q: 3 clusters Score -598682.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -598896.062500 Penalty: 4420.920898
	Iteration 10Q: 3 clusters Score -598896.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -599069.625000 Penalty: 4420.920898
	Iteration 11Q: 3 clusters Score -599069.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -599204.687500 Penalty: 4420.920898
	Iteration 12Q: 3 clusters Score -599204.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -599320.750000 Penalty: 4420.920898
	Iteration 13Q: 3 clusters Score -599320.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -599411.187500 Penalty: 4420.920898
	Iteration 14Q: 3 clusters Score -599411.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -599465.562500 Penalty: 4420.920898
	Iteration 15Q: 3 clusters Score -599465.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -599502.500000 Penalty: 4420.920898
	Iteration 16Q: 3 clusters Score -599502.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -599521.187500 Penalty: 4420.920898
	Iteration 17Q: 3 clusters Score -599521.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -599540.437500 Penalty: 4420.920898
	Iteration 18Q: 3 clusters Score -599540.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -599561.125000 Penalty: 4420.920898
	Iteration 19Q: 3 clusters Score -599561.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -599573.562500 Penalty: 4420.920898
	Iteration 20F: 3 clusters Score -599573.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -599582.812500 Penalty: 4420.920898
	Iteration 21Q: 3 clusters Score -599582.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -599587.687500 Penalty: 4420.920898
	Iteration 22Q: 3 clusters Score -599587.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -599595.375000 Penalty: 4420.920898
	Iteration 23Q: 3 clusters Score -599595.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -599600.062500 Penalty: 4420.920898
	Iteration 24Q: 3 clusters Score -599600.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -599604.187500 Penalty: 4420.920898
	Iteration 25Q: 3 clusters Score -599604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -599606.437500 Penalty: 4420.920898
	Iteration 26Q: 3 clusters Score -599606.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -599609.062500 Penalty: 4420.920898
	Iteration 27Q: 3 clusters Score -599609.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -599613.312500 Penalty: 4420.920898
	Iteration 28Q: 3 clusters Score -599613.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -599614.062500 Penalty: 4420.920898
	Iteration 29Q: 3 clusters Score -599614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -599616.937500 Penalty: 4420.920898
	Iteration 30Q: 3 clusters Score -599616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -599619.687500 Penalty: 4420.920898
	Iteration 31Q: 3 clusters Score -599619.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -599623.000000 Penalty: 4420.920898
	Iteration 32Q: 3 clusters Score -599623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -599628.312500 Penalty: 4420.920898
	Iteration 33Q: 3 clusters Score -599628.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -599628.812500 Penalty: 4420.920898
	Iteration 34Q: 3 clusters Score -599628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -599631.500000 Penalty: 4420.920898
	Iteration 35Q: 3 clusters Score -599631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -599633.937500 Penalty: 4420.920898
	Iteration 36Q: 3 clusters Score -599633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -599635.250000 Penalty: 4420.920898
	Iteration 37Q: 3 clusters Score -599635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -599636.125000 Penalty: 4420.920898
	Iteration 38Q: 3 clusters Score -599636.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -599640.187500 Penalty: 4420.920898
	Iteration 39Q: 3 clusters Score -599640.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -599643.312500 Penalty: 4420.920898
	Iteration 40F: 3 clusters Score -599643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -599647.875000 Penalty: 4420.920898
	Iteration 41Q: 3 clusters Score -599647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -599652.437500 Penalty: 4420.920898
	Iteration 42Q: 3 clusters Score -599652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -599654.687500 Penalty: 4420.920898
	Iteration 43Q: 3 clusters Score -599654.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -599657.062500 Penalty: 4420.920898
	Iteration 44Q: 3 clusters Score -599657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -599659.562500 Penalty: 4420.920898
	Iteration 45Q: 3 clusters Score -599659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -599659.750000 Penalty: 4420.920898
	Iteration 46Q: 3 clusters Score -599659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -599660.437500 Penalty: 4420.920898
	Iteration 47Q: 3 clusters Score -599660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -599663.125000 Penalty: 4420.920898
	Iteration 48Q: 3 clusters Score -599663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -599662.687500 Penalty: 4420.920898
	Iteration 49Q: 3 clusters Score -599662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -599664.000000 Penalty: 4420.920898
	Iteration 50Q: 3 clusters Score -599664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -599665.375000 Penalty: 4420.920898
	Iteration 51Q: 3 clusters Score -599665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -599665.375000 Penalty: 4420.920898
	Iteration 52F: 3 clusters Score -599665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -145432.375000 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -145432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -143147.593750 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -143147.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -143649.781250 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -143649.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -143968.968750 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -143969 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144259.437500 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -144259.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144467.765625 Penalty: 3637.503418
	Iteration 4F: 3 clusters Score -144467.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144622.625000 Penalty: 3637.503418
	Iteration 5F: 3 clusters Score -144622.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144725.671875 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -144725.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144801.437500 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -144801.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -144868.609375 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -144868.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -144914.125000 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -144914.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -144944.062500 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -144944.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144979.406250 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -144979.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -144997.203125 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -144997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145004.796875 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -145004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145010.859375 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -145010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145014.312500 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -145014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -145024.281250 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -145024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -145027.296875 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -145027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -145028.875000 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -145028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -145028.875000 Penalty: 3637.503418
	Iteration 19F: 3 clusters Score -145028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -158613.406250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -158613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -155830.015625 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -155830 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -156329.171875 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -156329.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -156489.859375 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -156489.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -156614.843750 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -156614.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -156718.125000 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -156718.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -156813.937500 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -156813.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -156889.906250 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -156889.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -156971.781250 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -156971.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -157043.125000 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -157043.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -157084.390625 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -157084.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -157127.625000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -157127.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -157157.718750 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -157157.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -157177.859375 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -157177.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -157191.531250 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -157191.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -157199.500000 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -157199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -157205.859375 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -157205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -157209.765625 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -157209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -157219.906250 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -157219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -157228.046875 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -157228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -157234.906250 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -157234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -157242.578125 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -157242.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -157253.375000 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -157253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -157261.265625 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -157261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -157264.968750 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -157265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -157272.843750 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -157272.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -157282.875000 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -157282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -157288.125000 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -157288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -157292.343750 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -157292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -157294.593750 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -157294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -157298.109375 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -157298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -157298.437500 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -157298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -157298.437500 Penalty: 3809.137939
	Iteration 31F: 3 clusters Score -157298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -302052.906250 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -302052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -298327.000000 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -298327 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -299129.000000 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -299129 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -299334.656250 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -299334.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -299441.937500 Penalty: 4093.858887
	Iteration 3Q: 3 clusters Score -299441.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -299529.406250 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -299529.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -299610.687500 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -299610.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -299678.093750 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -299678.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -299750.531250 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -299750.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -299831.031250 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -299831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -299911.562500 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -299911.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -299979.125000 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -299979.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -300063.187500 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -300063.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -300139.531250 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -300139.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -300229.125000 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -300229.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -300319.625000 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -300319.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -300409.000000 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -300409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -300492.437500 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -300492.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -300558.718750 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -300558.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -300614.031250 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -300614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -300656.875000 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -300656.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -300680.843750 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -300680.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -300693.687500 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -300693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -300702.718750 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -300702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -300710.218750 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -300710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -300716.843750 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -300716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -300723.343750 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -300723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -300731.687500 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -300731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -300736.937500 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -300736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -300739.156250 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -300739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -300741.000000 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -300741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -300742.843750 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -300742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -300742.843750 Penalty: 4093.858887
	Iteration 31F: 3 clusters Score -300742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -495967.687500 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -495967.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -491238.031250 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -491238 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -492442.625000 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -492442.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -492764.875000 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -492764.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -493017.968750 Penalty: 4250.613770
	Iteration 3F: 3 clusters Score -493018 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -493243.218750 Penalty: 4250.613770
	Iteration 4F: 3 clusters Score -493243.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -493424.406250 Penalty: 4250.613770
	Iteration 5Q: 3 clusters Score -493424.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -493577.125000 Penalty: 4250.613770
	Iteration 6Q: 3 clusters Score -493577.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -493696.593750 Penalty: 4250.613770
	Iteration 7Q: 3 clusters Score -493696.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -493806.218750 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -493806.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -493912.406250 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -493912.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -494002.718750 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -494002.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -494091.843750 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -494091.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -494184.531250 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -494184.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -494258.437500 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -494258.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -494314.875000 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -494314.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -494355.031250 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -494355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -494391.093750 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -494391.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -494429.437500 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -494429.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -494453.375000 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -494453.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -494481.343750 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -494481.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -494512.593750 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -494512.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -494534.625000 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -494534.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -494545.937500 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -494545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -494555.156250 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -494555.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -494560.937500 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -494560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -494564.375000 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -494564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -494568.062500 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -494568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -494571.562500 Penalty: 4250.613770
	Iteration 27Q: 3 clusters Score -494571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -494575.562500 Penalty: 4250.613770
	Iteration 28Q: 3 clusters Score -494575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -494580.250000 Penalty: 4250.613770
	Iteration 29Q: 3 clusters Score -494580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -494580.000000 Penalty: 4250.613770
	Iteration 30Q: 3 clusters Score -494580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -494579.875000 Penalty: 4250.613770
	Iteration 31Q: 3 clusters Score -494579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -494579.875000 Penalty: 4250.613770
	Iteration 32F: 3 clusters Score -494579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19244 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123814 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87110 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109812 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138159 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794128.000000 Penalty: 249840.625000
Iteration 239Q: 71 clusters Score -1.507941e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19242 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123815 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87118 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109805 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138158 members 
Mstep: Class 45 contains 107337 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794160.000000 Penalty: 249840.625000
Iteration 240F: 71 clusters Score -1.507942e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19241 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123821 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87128 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109797 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138155 members 
Mstep: Class 45 contains 107333 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794128.000000 Penalty: 249840.625000
Iteration 241Q: 71 clusters Score -1.507941e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19238 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87134 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109789 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7010 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138149 members 
Mstep: Class 45 contains 107339 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 242Q: 71 clusters Score -1.50794e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19236 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123828 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87144 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109782 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138147 members 
Mstep: Class 45 contains 107337 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 249840.625000
Iteration 243Q: 71 clusters Score -1.50794e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19236 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123829 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87150 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109777 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138146 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 244Q: 71 clusters Score -1.50794e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123830 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87155 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109770 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138146 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 245Q: 71 clusters Score -1.50794e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19238 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123823 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87162 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14030 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109770 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138148 members 
Mstep: Class 45 contains 107334 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794064.000000 Penalty: 249840.625000
Iteration 246Q: 71 clusters Score -1.507941e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19238 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123822 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87166 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14028 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5659 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109771 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138147 members 
Mstep: Class 45 contains 107333 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794080.000000 Penalty: 249840.625000
Iteration 247Q: 71 clusters Score -1.507941e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19239 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123823 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87173 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109766 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138147 members 
Mstep: Class 45 contains 107329 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794064.000000 Penalty: 249840.625000
Iteration 248Q: 71 clusters Score -1.507941e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19240 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87177 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109762 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138140 members 
Mstep: Class 45 contains 107331 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 249840.625000
Iteration 249Q: 71 clusters Score -1.50794e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19239 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123829 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87181 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109761 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138132 members 
Mstep: Class 45 contains 107336 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793968.000000 Penalty: 249840.625000
Iteration 250Q: 71 clusters Score -1.50794e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87177 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109761 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138134 members 
Mstep: Class 45 contains 107344 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793872.000000 Penalty: 249840.625000
Iteration 251Q: 71 clusters Score -1.507939e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123825 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87175 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109762 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138131 members 
Mstep: Class 45 contains 107349 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793920.000000 Penalty: 249840.625000
Iteration 252Q: 71 clusters Score -1.507939e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123825 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87177 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109760 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138128 members 
Mstep: Class 45 contains 107352 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793872.000000 Penalty: 249840.625000
Iteration 253Q: 71 clusters Score -1.507939e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87176 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109756 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138128 members 
Mstep: Class 45 contains 107355 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793872.000000 Penalty: 249840.625000
Iteration 254Q: 71 clusters Score -1.507939e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87177 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109753 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138127 members 
Mstep: Class 45 contains 107358 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793904.000000 Penalty: 249840.625000
Iteration 255Q: 71 clusters Score -1.507939e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19237 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123829 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87177 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109752 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138119 members 
Mstep: Class 45 contains 107364 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793888.000000 Penalty: 249840.625000
Iteration 256Q: 71 clusters Score -1.507939e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19236 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123828 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87179 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109744 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138118 members 
Mstep: Class 45 contains 107373 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793920.000000 Penalty: 249840.625000
Iteration 257Q: 71 clusters Score -1.507939e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19235 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87179 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109740 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138117 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793920.000000 Penalty: 249840.625000
Iteration 258Q: 71 clusters Score -1.507939e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123831 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87185 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109738 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138116 members 
Mstep: Class 45 contains 107373 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793936.000000 Penalty: 249840.625000
Iteration 259Q: 71 clusters Score -1.507939e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123830 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87184 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109740 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138114 members 
Mstep: Class 45 contains 107376 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793952.000000 Penalty: 249840.625000
Iteration 260F: 71 clusters Score -1.50794e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87183 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109739 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138113 members 
Mstep: Class 45 contains 107382 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793984.000000 Penalty: 249840.625000
Iteration 261Q: 71 clusters Score -1.50794e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19231 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87188 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109734 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138111 members 
Mstep: Class 45 contains 107386 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 249840.625000
Iteration 262Q: 71 clusters Score -1.50794e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19231 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123828 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87192 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109729 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7011 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138112 members 
Mstep: Class 45 contains 107384 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794080.000000 Penalty: 249840.625000
Iteration 263Q: 71 clusters Score -1.507941e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19231 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87193 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109724 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7012 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138109 members 
Mstep: Class 45 contains 107392 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794080.000000 Penalty: 249840.625000
Iteration 264Q: 71 clusters Score -1.507941e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123826 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87196 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109719 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7013 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138106 members 
Mstep: Class 45 contains 107395 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 249840.625000
Iteration 265Q: 71 clusters Score -1.507941e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123824 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87199 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109717 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7014 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138107 members 
Mstep: Class 45 contains 107394 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 249840.625000
Iteration 266Q: 71 clusters Score -1.507941e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87199 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109714 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7015 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138105 members 
Mstep: Class 45 contains 107396 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4408 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794064.000000 Penalty: 249840.625000
Iteration 267Q: 71 clusters Score -1.507941e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19233 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123825 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87206 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109714 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7015 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138106 members 
Mstep: Class 45 contains 107388 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794080.000000 Penalty: 249840.625000
Iteration 268Q: 71 clusters Score -1.507941e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19233 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123829 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87204 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109713 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7015 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138106 members 
Mstep: Class 45 contains 107387 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794096.000000 Penalty: 249840.625000
Iteration 269Q: 71 clusters Score -1.507941e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19234 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123828 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87202 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109714 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7015 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138106 members 
Mstep: Class 45 contains 107388 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 249840.625000
Iteration 270Q: 71 clusters Score -1.507941e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19233 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123827 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87205 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109715 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7016 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138107 members 
Mstep: Class 45 contains 107384 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794096.000000 Penalty: 249840.625000
Iteration 271Q: 71 clusters Score -1.507941e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123825 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87206 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109716 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7017 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138104 members 
Mstep: Class 45 contains 107387 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794048.000000 Penalty: 249840.625000
Iteration 272Q: 71 clusters Score -1.50794e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123822 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87208 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5662 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109716 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7019 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107390 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794064.000000 Penalty: 249840.625000
Iteration 273Q: 71 clusters Score -1.507941e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123823 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87211 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109716 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7020 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138101 members 
Mstep: Class 45 contains 107387 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 274Q: 71 clusters Score -1.50794e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123822 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87214 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109717 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107382 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 275Q: 71 clusters Score -1.50794e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123819 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87217 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109719 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 276Q: 71 clusters Score -1.50794e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109719 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138104 members 
Mstep: Class 45 contains 107378 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794048.000000 Penalty: 249840.625000
Iteration 277Q: 71 clusters Score -1.50794e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123815 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87220 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109720 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138103 members 
Mstep: Class 45 contains 107379 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 278Q: 71 clusters Score -1.50794e+08 nChanged 7
Entering ConstructFrom: 
Score: -150794032.000000 Penalty: 249840.625000
Entering ConstructFrom: 
Trying to split cluster 1 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -427171.875000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -427171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -422347.093750 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -422347.1 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -423730.468750 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -423730.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -424082.593750 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -424082.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -424352.968750 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -424353 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -424570.875000 Penalty: 4270.266113
	Iteration 4F: 3 clusters Score -424570.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -424719.656250 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -424719.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -424811.437500 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -424811.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -424862.187500 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -424862.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -424914.687500 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -424914.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -424961.406250 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -424961.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -425008.906250 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -425008.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -425055.593750 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -425055.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -425101.343750 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -425101.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -425142.750000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -425142.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -425195.437500 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -425195.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -425234.656250 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -425234.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -425265.687500 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -425265.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -425291.156250 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -425291.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -425319.687500 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -425319.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -425341.437500 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -425341.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -425359.906250 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -425359.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -425379.343750 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -425379.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -425390.687500 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -425390.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -425401.531250 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -425401.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -425408.437500 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -425408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -425417.375000 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -425417.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -425425.843750 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -425425.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -425436.843750 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -425436.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -425442.656250 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -425442.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -425450.062500 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -425450.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -425460.437500 Penalty: 4270.266113
	Iteration 30Q: 3 clusters Score -425460.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -425471.031250 Penalty: 4270.266113
	Iteration 31Q: 3 clusters Score -425471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -425481.312500 Penalty: 4270.266113
	Iteration 32Q: 3 clusters Score -425481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -425488.781250 Penalty: 4270.266113
	Iteration 33Q: 3 clusters Score -425488.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -425497.000000 Penalty: 4270.266113
	Iteration 34Q: 3 clusters Score -425497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -425505.187500 Penalty: 4270.266113
	Iteration 35Q: 3 clusters Score -425505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -425507.812500 Penalty: 4270.266113
	Iteration 36Q: 3 clusters Score -425507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -425508.187500 Penalty: 4270.266113
	Iteration 37Q: 3 clusters Score -425508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -425510.500000 Penalty: 4270.266113
	Iteration 38Q: 3 clusters Score -425510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -425511.031250 Penalty: 4270.266113
	Iteration 39Q: 3 clusters Score -425511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -425513.062500 Penalty: 4270.266113
	Iteration 40F: 3 clusters Score -425513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -425513.187500 Penalty: 4270.266113
	Iteration 41Q: 3 clusters Score -425513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -425514.312500 Penalty: 4270.266113
	Iteration 42Q: 3 clusters Score -425514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -425515.500000 Penalty: 4270.266113
	Iteration 43Q: 3 clusters Score -425515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -425518.187500 Penalty: 4270.266113
	Iteration 44Q: 3 clusters Score -425518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -425519.343750 Penalty: 4270.266113
	Iteration 45Q: 3 clusters Score -425519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -425521.343750 Penalty: 4270.266113
	Iteration 46Q: 3 clusters Score -425521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -425523.218750 Penalty: 4270.266113
	Iteration 47Q: 3 clusters Score -425523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -425523.281250 Penalty: 4270.266113
	Iteration 48Q: 3 clusters Score -425523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -425523.906250 Penalty: 4270.266113
	Iteration 49Q: 3 clusters Score -425523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -425525.250000 Penalty: 4270.266113
	Iteration 50Q: 3 clusters Score -425525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -425526.437500 Penalty: 4270.266113
	Iteration 51Q: 3 clusters Score -425526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -425527.906250 Penalty: 4270.266113
	Iteration 52Q: 3 clusters Score -425527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -425527.625000 Penalty: 4270.266113
	Iteration 53Q: 3 clusters Score -425527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -425527.625000 Penalty: 4270.266113
	Iteration 54F: 3 clusters Score -425527.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -451311.687500 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -451311.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -446219.656250 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -446219.7 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -447517.312500 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -447517.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -447760.125000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -447760.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -447920.281250 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -447920.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -448048.062500 Penalty: 4310.808594
	Iteration 4Q: 3 clusters Score -448048.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -448183.781250 Penalty: 4310.808594
	Iteration 5Q: 3 clusters Score -448183.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -448358.062500 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -448358.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -448582.843750 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -448582.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -448912.718750 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -448912.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -449385.625000 Penalty: 4310.808594
	Iteration 9F: 3 clusters Score -449385.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -449903.406250 Penalty: 4310.808594
	Iteration 10F: 3 clusters Score -449903.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -450294.531250 Penalty: 4310.808594
	Iteration 11F: 3 clusters Score -450294.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -450574.062500 Penalty: 4310.808594
	Iteration 12F: 3 clusters Score -450574.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -450703.906250 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -450703.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -450777.250000 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -450777.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -450816.718750 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -450816.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -450847.156250 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -450847.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -450867.343750 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -450867.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -450878.593750 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -450878.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -450887.968750 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -450888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -450895.687500 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -450895.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -450902.781250 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -450902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -450906.843750 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -450906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -450910.062500 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -450910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -450910.968750 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -450911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -450913.250000 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -450913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -450914.562500 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -450914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -450916.343750 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -450916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -450917.968750 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -450918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -450920.000000 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -450920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -450921.000000 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -450921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -450921.500000 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -450921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -450920.937500 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -450920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -450922.281250 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -450922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -450923.343750 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -450923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -450924.500000 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -450924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -450924.500000 Penalty: 4310.808594
	Iteration 36F: 3 clusters Score -450924.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -344386.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -344386.6 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 2494 members 
Entering Unmasked Estep 
Score: -339806.531250 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -339806.5 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -341039.562500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -341039.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -341289.656250 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -341289.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -341448.843750 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -341448.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -341573.781250 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -341573.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -341664.437500 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -341664.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -341748.375000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -341748.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -341830.656250 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -341830.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -341913.281250 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -341913.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -342012.937500 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -342012.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -342113.156250 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -342113.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -342211.187500 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -342211.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -342303.687500 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -342303.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -342388.968750 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -342389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -342474.968750 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -342475 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -342561.968750 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -342562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -342648.125000 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -342648.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -342696.781250 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -342696.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -342744.625000 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -342744.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -342781.937500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -342781.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -342807.156250 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -342807.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -342828.625000 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -342828.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -342844.406250 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -342844.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -342859.125000 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -342859.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -342871.000000 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -342871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -342885.125000 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -342885.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -342900.875000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -342900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -342916.281250 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -342916.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -342928.906250 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -342928.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -342935.531250 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -342935.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -342941.750000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -342941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -342945.156250 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -342945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -342946.406250 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -342946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -342947.875000 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -342947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -342948.125000 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -342948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -342948.593750 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -342948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -342948.593750 Penalty: 4227.889648
	Iteration 36F: 3 clusters Score -342948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -957979.500000 Penalty: 2333.966797
	Iteration 0F: 2 clusters Score -957979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -948923.812500 Penalty: 4667.933594
	Iteration 0F: 3 clusters Score -948923.8 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -951699.562500 Penalty: 4667.933594
	Iteration 1F: 3 clusters Score -951699.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -952293.187500 Penalty: 4667.933594
	Iteration 2F: 3 clusters Score -952293.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -953015.875000 Penalty: 4667.933594
	Iteration 3F: 3 clusters Score -953015.9 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -953949.250000 Penalty: 4667.933594
	Iteration 4F: 3 clusters Score -953949.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -954953.937500 Penalty: 4667.933594
	Iteration 5F: 3 clusters Score -954953.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -955734.562500 Penalty: 4667.933594
	Iteration 6F: 3 clusters Score -955734.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -956225.750000 Penalty: 4667.933594
	Iteration 7F: 3 clusters Score -956225.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -956486.625000 Penalty: 4667.933594
	Iteration 8Q: 3 clusters Score -956486.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -956616.562500 Penalty: 4667.933594
	Iteration 9Q: 3 clusters Score -956616.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -956684.812500 Penalty: 4667.933594
	Iteration 10Q: 3 clusters Score -956684.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -956717.562500 Penalty: 4667.933594
	Iteration 11Q: 3 clusters Score -956717.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -956749.937500 Penalty: 4667.933594
	Iteration 12Q: 3 clusters Score -956749.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -956771.562500 Penalty: 4667.933594
	Iteration 13Q: 3 clusters Score -956771.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -956792.062500 Penalty: 4667.933594
	Iteration 14Q: 3 clusters Score -956792.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -956810.812500 Penalty: 4667.933594
	Iteration 15Q: 3 clusters Score -956810.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -956819.187500 Penalty: 4667.933594
	Iteration 16Q: 3 clusters Score -956819.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -956829.437500 Penalty: 4667.933594
	Iteration 17Q: 3 clusters Score -956829.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -956837.312500 Penalty: 4667.933594
	Iteration 18Q: 3 clusters Score -956837.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -956843.562500 Penalty: 4667.933594
	Iteration 19Q: 3 clusters Score -956843.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -956855.062500 Penalty: 4667.933594
	Iteration 20F: 3 clusters Score -956855.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -956866.250000 Penalty: 4667.933594
	Iteration 21Q: 3 clusters Score -956866.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -956872.687500 Penalty: 4667.933594
	Iteration 22Q: 3 clusters Score -956872.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -956878.375000 Penalty: 4667.933594
	Iteration 23Q: 3 clusters Score -956878.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -956885.000000 Penalty: 4667.933594
	Iteration 24Q: 3 clusters Score -956885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -956885.750000 Penalty: 4667.933594
	Iteration 25Q: 3 clusters Score -956885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -956890.062500 Penalty: 4667.933594
	Iteration 26Q: 3 clusters Score -956890.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -956893.187500 Penalty: 4667.933594
	Iteration 27Q: 3 clusters Score -956893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -956893.500000 Penalty: 4667.933594
	Iteration 28Q: 3 clusters Score -956893.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -956897.562500 Penalty: 4667.933594
	Iteration 29Q: 3 clusters Score -956897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -956899.625000 Penalty: 4667.933594
	Iteration 30Q: 3 clusters Score -956899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -956901.812500 Penalty: 4667.933594
	Iteration 31Q: 3 clusters Score -956901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -956902.500000 Penalty: 4667.933594
	Iteration 32Q: 3 clusters Score -956902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -956905.312500 Penalty: 4667.933594
	Iteration 33Q: 3 clusters Score -956905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -956906.562500 Penalty: 4667.933594
	Iteration 34Q: 3 clusters Score -956906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -956908.250000 Penalty: 4667.933594
	Iteration 35Q: 3 clusters Score -956908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -956907.812500 Penalty: 4667.933594
	Iteration 36Q: 3 clusters Score -956907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -956909.875000 Penalty: 4667.933594
	Iteration 37Q: 3 clusters Score -956909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -956914.500000 Penalty: 4667.933594
	Iteration 38Q: 3 clusters Score -956914.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -956917.312500 Penalty: 4667.933594
	Iteration 39Q: 3 clusters Score -956917.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -956919.437500 Penalty: 4667.933594
	Iteration 40F: 3 clusters Score -956919.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -956920.312500 Penalty: 4667.933594
	Iteration 41Q: 3 clusters Score -956920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -956920.062500 Penalty: 4667.933594
	Iteration 42Q: 3 clusters Score -956920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -956920.437500 Penalty: 4667.933594
	Iteration 43Q: 3 clusters Score -956920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -956919.375000 Penalty: 4667.933594
	Iteration 44Q: 3 clusters Score -956919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -956920.250000 Penalty: 4667.933594
	Iteration 45Q: 3 clusters Score -956920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -956920.250000 Penalty: 4667.933594
	Iteration 46F: 3 clusters Score -956920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Entering Unmasked Estep 
Score: -9953148.000000 Penalty: 2906.264648
	Iteration 0F: 2 clusters Score -9953148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -9870891.000000 Penalty: 5812.529297
	Iteration 0F: 3 clusters Score -9870891 nChanged 58463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -9904610.000000 Penalty: 5812.529297
	Iteration 1F: 3 clusters Score -9904610 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -9905608.000000 Penalty: 5812.529297
	Iteration 2Q: 3 clusters Score -9905608 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -9907163.000000 Penalty: 5812.529297
	Iteration 3Q: 3 clusters Score -9907163 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -9909692.000000 Penalty: 5812.529297
	Iteration 4Q: 3 clusters Score -9909692 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -9913924.000000 Penalty: 5812.529297
	Iteration 5F: 3 clusters Score -9913924 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -9920754.000000 Penalty: 5812.529297
	Iteration 6F: 3 clusters Score -9920754 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -9930113.000000 Penalty: 5812.529297
	Iteration 7F: 3 clusters Score -9930113 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 111790 members 
Entering Unmasked Estep 
Score: -9939811.000000 Penalty: 5812.529297
	Iteration 8F: 3 clusters Score -9939811 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
Score: -9946551.000000 Penalty: 5812.529297
	Iteration 9F: 3 clusters Score -9946551 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 121582 members 
Entering Unmasked Estep 
Score: -9949302.000000 Penalty: 5812.529297
	Iteration 10Q: 3 clusters Score -9949302 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -9950124.000000 Penalty: 5812.529297
	Iteration 11Q: 3 clusters Score -9950124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 122593 members 
Entering Unmasked Estep 
Score: -9950312.000000 Penalty: 5812.529297
	Iteration 12Q: 3 clusters Score -9950312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 122642 members 
Entering Unmasked Estep 
Score: -9950426.000000 Penalty: 5812.529297
	Iteration 13Q: 3 clusters Score -9950426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -9950454.000000 Penalty: 5812.529297
	Iteration 14Q: 3 clusters Score -9950454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -9950493.000000 Penalty: 5812.529297
	Iteration 15Q: 3 clusters Score -9950493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122673 members 
Entering Unmasked Estep 
Score: -9950497.000000 Penalty: 5812.529297
	Iteration 16Q: 3 clusters Score -9950497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -9950505.000000 Penalty: 5812.529297
	Iteration 17Q: 3 clusters Score -9950505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -9950518.000000 Penalty: 5812.529297
	Iteration 18Q: 3 clusters Score -9950518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -9950522.000000 Penalty: 5812.529297
	Iteration 19Q: 3 clusters Score -9950522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 122677 members 
Entering Unmasked Estep 
Score: -9950520.000000 Penalty: 5812.529297
	Iteration 20F: 3 clusters Score -9950520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163303 members 
Entering Unmasked Estep 
Score: -13456915.000000 Penalty: 2976.833984
	Iteration 0F: 2 clusters Score -1.345692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -13347356.000000 Penalty: 5953.667969
	Iteration 0F: 3 clusters Score -1.334736e+07 nChanged 78178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -13393221.000000 Penalty: 5953.667969
	Iteration 1F: 3 clusters Score -1.339322e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -13395483.000000 Penalty: 5953.667969
	Iteration 2Q: 3 clusters Score -1.339548e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -13399910.000000 Penalty: 5953.667969
	Iteration 3F: 3 clusters Score -1.339991e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116036 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -13408714.000000 Penalty: 5953.667969
	Iteration 4F: 3 clusters Score -1.340871e+07 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131687 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -13422973.000000 Penalty: 5953.667969
	Iteration 5F: 3 clusters Score -1.342297e+07 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146634 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -13438428.000000 Penalty: 5953.667969
	Iteration 6F: 3 clusters Score -1.343843e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -13448061.000000 Penalty: 5953.667969
	Iteration 7F: 3 clusters Score -1.344806e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -13452019.000000 Penalty: 5953.667969
	Iteration 8Q: 3 clusters Score -1.345202e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162279 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13453409.000000 Penalty: 5953.667969
	Iteration 9Q: 3 clusters Score -1.345341e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162770 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13453927.000000 Penalty: 5953.667969
	Iteration 10Q: 3 clusters Score -1.345393e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162918 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13454075.000000 Penalty: 5953.667969
	Iteration 11Q: 3 clusters Score -1.345408e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13454168.000000 Penalty: 5953.667969
	Iteration 12Q: 3 clusters Score -1.345417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13454238.000000 Penalty: 5953.667969
	Iteration 13Q: 3 clusters Score -1.345424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163039 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13454264.000000 Penalty: 5953.667969
	Iteration 14Q: 3 clusters Score -1.345426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13454283.000000 Penalty: 5953.667969
	Iteration 15Q: 3 clusters Score -1.345428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13454298.000000 Penalty: 5953.667969
	Iteration 16Q: 3 clusters Score -1.34543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163057 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13454312.000000 Penalty: 5953.667969
	Iteration 17Q: 3 clusters Score -1.345431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163053 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13454319.000000 Penalty: 5953.667969
	Iteration 18Q: 3 clusters Score -1.345432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163056 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13454320.000000 Penalty: 5953.667969
	Iteration 19Q: 3 clusters Score -1.345432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163056 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13454320.000000 Penalty: 5953.667969
	Iteration 20F: 3 clusters Score -1.345432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -188611.296875 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -188611.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -185655.921875 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -185655.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -186323.156250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -186323.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -186659.484375 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -186659.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -186957.578125 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -186957.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -187187.843750 Penalty: 3882.509277
	Iteration 4F: 3 clusters Score -187187.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -187405.046875 Penalty: 3882.509277
	Iteration 5F: 3 clusters Score -187405 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -187580.015625 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -187580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -187718.421875 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -187718.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -187804.750000 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -187804.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -187848.390625 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -187848.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -187875.890625 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -187875.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -187899.203125 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -187899.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -187913.406250 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -187913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -187922.437500 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -187922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -187929.609375 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -187929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -187931.500000 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -187931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -187931.500000 Penalty: 3882.509277
	Iteration 16F: 3 clusters Score -187931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Entering Unmasked Estep 
Score: -3072460.500000 Penalty: 2616.566162
	Iteration 0F: 2 clusters Score -3072460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3046474.500000 Penalty: 5233.132324
	Iteration 0F: 3 clusters Score -3046474 nChanged 17546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3056092.500000 Penalty: 5233.132324
	Iteration 1F: 3 clusters Score -3056092 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3056582.750000 Penalty: 5233.132324
	Iteration 2Q: 3 clusters Score -3056583 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3057031.000000 Penalty: 5233.132324
	Iteration 3Q: 3 clusters Score -3057031 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3057453.500000 Penalty: 5233.132324
	Iteration 4Q: 3 clusters Score -3057454 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3057871.750000 Penalty: 5233.132324
	Iteration 5Q: 3 clusters Score -3057872 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3058279.750000 Penalty: 5233.132324
	Iteration 6Q: 3 clusters Score -3058280 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3058670.500000 Penalty: 5233.132324
	Iteration 7Q: 3 clusters Score -3058670 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3059190.250000 Penalty: 5233.132324
	Iteration 8Q: 3 clusters Score -3059190 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3059862.250000 Penalty: 5233.132324
	Iteration 9Q: 3 clusters Score -3059862 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3060768.500000 Penalty: 5233.132324
	Iteration 10Q: 3 clusters Score -3060768 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3062020.250000 Penalty: 5233.132324
	Iteration 11Q: 3 clusters Score -3062020 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3063554.500000 Penalty: 5233.132324
	Iteration 12F: 3 clusters Score -3063554 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3064951.750000 Penalty: 5233.132324
	Iteration 13F: 3 clusters Score -3064952 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3065858.250000 Penalty: 5233.132324
	Iteration 14Q: 3 clusters Score -3065858 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3066321.500000 Penalty: 5233.132324
	Iteration 15Q: 3 clusters Score -3066322 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3066537.750000 Penalty: 5233.132324
	Iteration 16Q: 3 clusters Score -3066538 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3066659.000000 Penalty: 5233.132324
	Iteration 17Q: 3 clusters Score -3066659 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3066752.750000 Penalty: 5233.132324
	Iteration 18Q: 3 clusters Score -3066753 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3066852.250000 Penalty: 5233.132324
	Iteration 19Q: 3 clusters Score -3066852 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3066947.500000 Penalty: 5233.132324
	Iteration 20F: 3 clusters Score -3066948 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3067014.250000 Penalty: 5233.132324
	Iteration 21Q: 3 clusters Score -3067014 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3067058.750000 Penalty: 5233.132324
	Iteration 22Q: 3 clusters Score -3067059 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3067113.000000 Penalty: 5233.132324
	Iteration 23Q: 3 clusters Score -3067113 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3067159.000000 Penalty: 5233.132324
	Iteration 24Q: 3 clusters Score -3067159 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3067172.250000 Penalty: 5233.132324
	Iteration 25Q: 3 clusters Score -3067172 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3067200.250000 Penalty: 5233.132324
	Iteration 26Q: 3 clusters Score -3067200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3067217.750000 Penalty: 5233.132324
	Iteration 27Q: 3 clusters Score -3067218 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3067246.250000 Penalty: 5233.132324
	Iteration 28Q: 3 clusters Score -3067246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3067252.000000 Penalty: 5233.132324
	Iteration 29Q: 3 clusters Score -3067252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3067261.500000 Penalty: 5233.132324
	Iteration 30Q: 3 clusters Score -3067262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3067266.750000 Penalty: 5233.132324
	Iteration 31Q: 3 clusters Score -3067267 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3067290.500000 Penalty: 5233.132324
	Iteration 32Q: 3 clusters Score -3067290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3067308.000000 Penalty: 5233.132324
	Iteration 33Q: 3 clusters Score -3067308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3067314.250000 Penalty: 5233.132324
	Iteration 34Q: 3 clusters Score -3067314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3067337.250000 Penalty: 5233.132324
	Iteration 35Q: 3 clusters Score -3067337 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3067366.500000 Penalty: 5233.132324
	Iteration 36Q: 3 clusters Score -3067366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3067381.500000 Penalty: 5233.132324
	Iteration 37Q: 3 clusters Score -3067382 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3067411.500000 Penalty: 5233.132324
	Iteration 38Q: 3 clusters Score -3067412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3067417.000000 Penalty: 5233.132324
	Iteration 39Q: 3 clusters Score -3067417 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3067448.250000 Penalty: 5233.132324
	Iteration 40F: 3 clusters Score -3067448 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3067493.750000 Penalty: 5233.132324
	Iteration 41Q: 3 clusters Score -3067494 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3067525.750000 Penalty: 5233.132324
	Iteration 42Q: 3 clusters Score -3067526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3067538.500000 Penalty: 5233.132324
	Iteration 43Q: 3 clusters Score -3067538 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3067562.250000 Penalty: 5233.132324
	Iteration 44Q: 3 clusters Score -3067562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3067585.750000 Penalty: 5233.132324
	Iteration 45Q: 3 clusters Score -3067586 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3067605.250000 Penalty: 5233.132324
	Iteration 46Q: 3 clusters Score -3067605 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3067640.250000 Penalty: 5233.132324
	Iteration 47Q: 3 clusters Score -3067640 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3067682.250000 Penalty: 5233.132324
	Iteration 48Q: 3 clusters Score -3067682 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3067722.250000 Penalty: 5233.132324
	Iteration 49Q: 3 clusters Score -3067722 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3067770.750000 Penalty: 5233.132324
	Iteration 50Q: 3 clusters Score -3067771 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3067798.000000 Penalty: 5233.132324
	Iteration 51Q: 3 clusters Score -3067798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3067850.000000 Penalty: 5233.132324
	Iteration 52Q: 3 clusters Score -3067850 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3067870.250000 Penalty: 5233.132324
	Iteration 53Q: 3 clusters Score -3067870 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3067924.750000 Penalty: 5233.132324
	Iteration 54Q: 3 clusters Score -3067925 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3067965.250000 Penalty: 5233.132324
	Iteration 55Q: 3 clusters Score -3067965 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3068001.750000 Penalty: 5233.132324
	Iteration 56Q: 3 clusters Score -3068002 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3068051.500000 Penalty: 5233.132324
	Iteration 57Q: 3 clusters Score -3068052 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3068096.500000 Penalty: 5233.132324
	Iteration 58Q: 3 clusters Score -3068096 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3068158.500000 Penalty: 5233.132324
	Iteration 59Q: 3 clusters Score -3068158 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3068237.250000 Penalty: 5233.132324
	Iteration 60F: 3 clusters Score -3068237 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3068312.500000 Penalty: 5233.132324
	Iteration 61Q: 3 clusters Score -3068312 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3068418.750000 Penalty: 5233.132324
	Iteration 62Q: 3 clusters Score -3068419 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3068554.500000 Penalty: 5233.132324
	Iteration 63Q: 3 clusters Score -3068554 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3068653.250000 Penalty: 5233.132324
	Iteration 64Q: 3 clusters Score -3068653 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -3068751.500000 Penalty: 5233.132324
	Iteration 65Q: 3 clusters Score -3068752 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3068841.750000 Penalty: 5233.132324
	Iteration 66Q: 3 clusters Score -3068842 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3068897.000000 Penalty: 5233.132324
	Iteration 67Q: 3 clusters Score -3068897 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3068965.750000 Penalty: 5233.132324
	Iteration 68Q: 3 clusters Score -3068966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3069019.750000 Penalty: 5233.132324
	Iteration 69Q: 3 clusters Score -3069020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3069088.750000 Penalty: 5233.132324
	Iteration 70Q: 3 clusters Score -3069089 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3069114.500000 Penalty: 5233.132324
	Iteration 71Q: 3 clusters Score -3069114 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -3069162.250000 Penalty: 5233.132324
	Iteration 72Q: 3 clusters Score -3069162 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3069196.750000 Penalty: 5233.132324
	Iteration 73Q: 3 clusters Score -3069197 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3069244.750000 Penalty: 5233.132324
	Iteration 74Q: 3 clusters Score -3069245 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -3069287.750000 Penalty: 5233.132324
	Iteration 75Q: 3 clusters Score -3069288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -3069345.000000 Penalty: 5233.132324
	Iteration 76Q: 3 clusters Score -3069345 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3069412.500000 Penalty: 5233.132324
	Iteration 77Q: 3 clusters Score -3069412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -3069466.250000 Penalty: 5233.132324
	Iteration 78Q: 3 clusters Score -3069466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3069528.750000 Penalty: 5233.132324
	Iteration 79Q: 3 clusters Score -3069529 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3069606.250000 Penalty: 5233.132324
	Iteration 80F: 3 clusters Score -3069606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3069641.250000 Penalty: 5233.132324
	Iteration 81Q: 3 clusters Score -3069641 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -3069686.250000 Penalty: 5233.132324
	Iteration 82Q: 3 clusters Score -3069686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -3069726.750000 Penalty: 5233.132324
	Iteration 83Q: 3 clusters Score -3069727 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -3069785.250000 Penalty: 5233.132324
	Iteration 84Q: 3 clusters Score -3069785 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -3069826.000000 Penalty: 5233.132324
	Iteration 85Q: 3 clusters Score -3069826 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3069872.250000 Penalty: 5233.132324
	Iteration 86Q: 3 clusters Score -3069872 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3069921.500000 Penalty: 5233.132324
	Iteration 87Q: 3 clusters Score -3069922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3069964.000000 Penalty: 5233.132324
	Iteration 88Q: 3 clusters Score -3069964 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -3070017.500000 Penalty: 5233.132324
	Iteration 89Q: 3 clusters Score -3070018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -3070069.500000 Penalty: 5233.132324
	Iteration 90Q: 3 clusters Score -3070070 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -3070112.750000 Penalty: 5233.132324
	Iteration 91Q: 3 clusters Score -3070113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -3070158.750000 Penalty: 5233.132324
	Iteration 92Q: 3 clusters Score -3070159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -3070179.500000 Penalty: 5233.132324
	Iteration 93Q: 3 clusters Score -3070180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3070209.500000 Penalty: 5233.132324
	Iteration 94Q: 3 clusters Score -3070210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -3070237.500000 Penalty: 5233.132324
	Iteration 95Q: 3 clusters Score -3070238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3070249.750000 Penalty: 5233.132324
	Iteration 96Q: 3 clusters Score -3070250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -3070267.000000 Penalty: 5233.132324
	Iteration 97Q: 3 clusters Score -3070267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3070278.750000 Penalty: 5233.132324
	Iteration 98Q: 3 clusters Score -3070279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -3070303.250000 Penalty: 5233.132324
	Iteration 99Q: 3 clusters Score -3070303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -3070319.250000 Penalty: 5233.132324
	Iteration 100F: 3 clusters Score -3070319 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -3070337.000000 Penalty: 5233.132324
	Iteration 101Q: 3 clusters Score -3070337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3070361.500000 Penalty: 5233.132324
	Iteration 102Q: 3 clusters Score -3070362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -3070377.000000 Penalty: 5233.132324
	Iteration 103Q: 3 clusters Score -3070377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -3070386.250000 Penalty: 5233.132324
	Iteration 104Q: 3 clusters Score -3070386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -3070401.750000 Penalty: 5233.132324
	Iteration 105Q: 3 clusters Score -3070402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -3070413.750000 Penalty: 5233.132324
	Iteration 106Q: 3 clusters Score -3070414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -3070425.250000 Penalty: 5233.132324
	Iteration 107Q: 3 clusters Score -3070425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -3070430.750000 Penalty: 5233.132324
	Iteration 108Q: 3 clusters Score -3070431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3070431.750000 Penalty: 5233.132324
	Iteration 109Q: 3 clusters Score -3070432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3070434.750000 Penalty: 5233.132324
	Iteration 110Q: 3 clusters Score -3070435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -3070447.750000 Penalty: 5233.132324
	Iteration 111Q: 3 clusters Score -3070448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3070449.000000 Penalty: 5233.132324
	Iteration 112Q: 3 clusters Score -3070449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3070463.000000 Penalty: 5233.132324
	Iteration 113Q: 3 clusters Score -3070463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3070470.250000 Penalty: 5233.132324
	Iteration 114Q: 3 clusters Score -3070470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3070468.250000 Penalty: 5233.132324
	Iteration 115Q: 3 clusters Score -3070468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -3070466.500000 Penalty: 5233.132324
	Iteration 116Q: 3 clusters Score -3070466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -3070466.750000 Penalty: 5233.132324
	Iteration 117Q: 3 clusters Score -3070467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -3070467.000000 Penalty: 5233.132324
	Iteration 118Q: 3 clusters Score -3070467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -3070472.500000 Penalty: 5233.132324
	Iteration 119Q: 3 clusters Score -3070472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -3070469.750000 Penalty: 5233.132324
	Iteration 120F: 3 clusters Score -3070470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -3070474.000000 Penalty: 5233.132324
	Iteration 121Q: 3 clusters Score -3070474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3070470.000000 Penalty: 5233.132324
	Iteration 122Q: 3 clusters Score -3070470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -3070475.250000 Penalty: 5233.132324
	Iteration 123Q: 3 clusters Score -3070475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -3070479.500000 Penalty: 5233.132324
	Iteration 124Q: 3 clusters Score -3070480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -3070476.500000 Penalty: 5233.132324
	Iteration 125Q: 3 clusters Score -3070476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -3070483.500000 Penalty: 5233.132324
	Iteration 126Q: 3 clusters Score -3070484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -3070488.500000 Penalty: 5233.132324
	Iteration 127Q: 3 clusters Score -3070488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -3070494.500000 Penalty: 5233.132324
	Iteration 128Q: 3 clusters Score -3070494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -3070490.500000 Penalty: 5233.132324
	Iteration 129Q: 3 clusters Score -3070490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -3070494.250000 Penalty: 5233.132324
	Iteration 130Q: 3 clusters Score -3070494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -3070494.750000 Penalty: 5233.132324
	Iteration 131Q: 3 clusters Score -3070495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -3070491.500000 Penalty: 5233.132324
	Iteration 132Q: 3 clusters Score -3070492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -3070490.250000 Penalty: 5233.132324
	Iteration 133Q: 3 clusters Score -3070490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -3070494.250000 Penalty: 5233.132324
	Iteration 134Q: 3 clusters Score -3070494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -3070493.500000 Penalty: 5233.132324
	Iteration 135Q: 3 clusters Score -3070494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -3070493.500000 Penalty: 5233.132324
	Iteration 136F: 3 clusters Score -3070494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -603289.125000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -603289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -597033.187500 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -597033.2 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -598741.125000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -598741.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -599010.312500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -599010.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -599166.125000 Penalty: 4439.721680
	Iteration 3Q: 3 clusters Score -599166.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -599279.875000 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -599279.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -599359.437500 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -599359.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -599416.625000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -599416.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -599459.562500 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -599459.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -599500.875000 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -599500.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -599530.187500 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -599530.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -599547.937500 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -599547.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -599564.375000 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -599564.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -599573.500000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -599573.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -599581.875000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -599581.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -599587.750000 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -599587.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -599595.187500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -599595.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -599595.437500 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -599595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -599597.687500 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -599597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -599600.375000 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -599600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -599602.875000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -599602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -599604.375000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -599604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -599607.687500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -599607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -599609.000000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -599609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -599609.687500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -599609.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -599611.937500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -599611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -599614.750000 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -599614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -599616.687500 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -599616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -599618.687500 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -599618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -599619.437500 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -599619.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -599622.687500 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -599622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -599625.750000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -599625.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -599628.125000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -599628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -599630.750000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -599630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -599635.875000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -599635.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -599638.875000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -599638.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -599640.875000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -599640.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -599643.250000 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -599643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -599644.750000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -599644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -599646.312500 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -599646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -599645.937500 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -599645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -599647.312500 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -599647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -599649.375000 Penalty: 4439.721680
	Iteration 41Q: 3 clusters Score -599649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -599650.812500 Penalty: 4439.721680
	Iteration 42Q: 3 clusters Score -599650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -599652.875000 Penalty: 4439.721680
	Iteration 43Q: 3 clusters Score -599652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -599654.062500 Penalty: 4439.721680
	Iteration 44Q: 3 clusters Score -599654.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -599655.875000 Penalty: 4439.721680
	Iteration 45Q: 3 clusters Score -599655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -599655.062500 Penalty: 4439.721680
	Iteration 46Q: 3 clusters Score -599655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -599657.812500 Penalty: 4439.721680
	Iteration 47Q: 3 clusters Score -599657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -599657.062500 Penalty: 4439.721680
	Iteration 48Q: 3 clusters Score -599657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -599658.937500 Penalty: 4439.721680
	Iteration 49Q: 3 clusters Score -599658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -599659.062500 Penalty: 4439.721680
	Iteration 50Q: 3 clusters Score -599659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -599659.062500 Penalty: 4439.721680
	Iteration 51Q: 3 clusters Score -599659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -599659.062500 Penalty: 4439.721680
	Iteration 52F: 3 clusters Score -599659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Entering Unmasked Estep 
Score: -1820591.500000 Penalty: 2446.315430
	Iteration 0F: 2 clusters Score -1820592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1806978.250000 Penalty: 4892.630859
	Iteration 0F: 3 clusters Score -1806978 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1811693.250000 Penalty: 4892.630859
	Iteration 1F: 3 clusters Score -1811693 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1812440.625000 Penalty: 4892.630859
	Iteration 2F: 3 clusters Score -1812441 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1813275.375000 Penalty: 4892.630859
	Iteration 3F: 3 clusters Score -1813275 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1814113.500000 Penalty: 4892.630859
	Iteration 4F: 3 clusters Score -1814114 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1814764.625000 Penalty: 4892.630859
	Iteration 5F: 3 clusters Score -1814765 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1815252.750000 Penalty: 4892.630859
	Iteration 6Q: 3 clusters Score -1815253 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1815621.000000 Penalty: 4892.630859
	Iteration 7Q: 3 clusters Score -1815621 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1815892.250000 Penalty: 4892.630859
	Iteration 8Q: 3 clusters Score -1815892 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1816072.875000 Penalty: 4892.630859
	Iteration 9Q: 3 clusters Score -1816073 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1816195.125000 Penalty: 4892.630859
	Iteration 10Q: 3 clusters Score -1816195 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1816274.000000 Penalty: 4892.630859
	Iteration 11Q: 3 clusters Score -1816274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1816351.500000 Penalty: 4892.630859
	Iteration 12Q: 3 clusters Score -1816352 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1816386.875000 Penalty: 4892.630859
	Iteration 13Q: 3 clusters Score -1816387 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1816420.875000 Penalty: 4892.630859
	Iteration 14Q: 3 clusters Score -1816421 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1816446.000000 Penalty: 4892.630859
	Iteration 15Q: 3 clusters Score -1816446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1816477.000000 Penalty: 4892.630859
	Iteration 16Q: 3 clusters Score -1816477 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1816496.000000 Penalty: 4892.630859
	Iteration 17Q: 3 clusters Score -1816496 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1816529.250000 Penalty: 4892.630859
	Iteration 18Q: 3 clusters Score -1816529 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1816549.250000 Penalty: 4892.630859
	Iteration 19Q: 3 clusters Score -1816549 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1816582.375000 Penalty: 4892.630859
	Iteration 20F: 3 clusters Score -1816582 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1816607.000000 Penalty: 4892.630859
	Iteration 21Q: 3 clusters Score -1816607 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1816627.750000 Penalty: 4892.630859
	Iteration 22Q: 3 clusters Score -1816628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1816653.375000 Penalty: 4892.630859
	Iteration 23Q: 3 clusters Score -1816653 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1816678.875000 Penalty: 4892.630859
	Iteration 24Q: 3 clusters Score -1816679 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1816706.750000 Penalty: 4892.630859
	Iteration 25Q: 3 clusters Score -1816707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1816727.750000 Penalty: 4892.630859
	Iteration 26Q: 3 clusters Score -1816728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1816753.375000 Penalty: 4892.630859
	Iteration 27Q: 3 clusters Score -1816753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1816778.750000 Penalty: 4892.630859
	Iteration 28Q: 3 clusters Score -1816779 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1816819.125000 Penalty: 4892.630859
	Iteration 29Q: 3 clusters Score -1816819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1816853.000000 Penalty: 4892.630859
	Iteration 30Q: 3 clusters Score -1816853 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1816886.250000 Penalty: 4892.630859
	Iteration 31Q: 3 clusters Score -1816886 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1816950.625000 Penalty: 4892.630859
	Iteration 32Q: 3 clusters Score -1816951 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1817030.125000 Penalty: 4892.630859
	Iteration 33Q: 3 clusters Score -1817030 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1817119.125000 Penalty: 4892.630859
	Iteration 34Q: 3 clusters Score -1817119 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1817187.000000 Penalty: 4892.630859
	Iteration 35Q: 3 clusters Score -1817187 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1817286.000000 Penalty: 4892.630859
	Iteration 36Q: 3 clusters Score -1817286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1817389.750000 Penalty: 4892.630859
	Iteration 37Q: 3 clusters Score -1817390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1817483.250000 Penalty: 4892.630859
	Iteration 38Q: 3 clusters Score -1817483 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1817565.625000 Penalty: 4892.630859
	Iteration 39Q: 3 clusters Score -1817566 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1817640.375000 Penalty: 4892.630859
	Iteration 40F: 3 clusters Score -1817640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1817700.375000 Penalty: 4892.630859
	Iteration 41Q: 3 clusters Score -1817700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1817760.750000 Penalty: 4892.630859
	Iteration 42Q: 3 clusters Score -1817761 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1817799.250000 Penalty: 4892.630859
	Iteration 43Q: 3 clusters Score -1817799 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1817832.625000 Penalty: 4892.630859
	Iteration 44Q: 3 clusters Score -1817833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1817861.000000 Penalty: 4892.630859
	Iteration 45Q: 3 clusters Score -1817861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1817884.625000 Penalty: 4892.630859
	Iteration 46Q: 3 clusters Score -1817885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1817897.625000 Penalty: 4892.630859
	Iteration 47Q: 3 clusters Score -1817898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1817923.625000 Penalty: 4892.630859
	Iteration 48Q: 3 clusters Score -1817924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1817939.875000 Penalty: 4892.630859
	Iteration 49Q: 3 clusters Score -1817940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1817957.125000 Penalty: 4892.630859
	Iteration 50Q: 3 clusters Score -1817957 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1817975.375000 Penalty: 4892.630859
	Iteration 51Q: 3 clusters Score -1817975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1817990.125000 Penalty: 4892.630859
	Iteration 52Q: 3 clusters Score -1817990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1818012.875000 Penalty: 4892.630859
	Iteration 53Q: 3 clusters Score -1818013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1818038.625000 Penalty: 4892.630859
	Iteration 54Q: 3 clusters Score -1818039 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1818054.750000 Penalty: 4892.630859
	Iteration 55Q: 3 clusters Score -1818055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1818076.625000 Penalty: 4892.630859
	Iteration 56Q: 3 clusters Score -1818077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1818094.875000 Penalty: 4892.630859
	Iteration 57Q: 3 clusters Score -1818095 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1818116.125000 Penalty: 4892.630859
	Iteration 58Q: 3 clusters Score -1818116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1818136.125000 Penalty: 4892.630859
	Iteration 59Q: 3 clusters Score -1818136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1818152.625000 Penalty: 4892.630859
	Iteration 60F: 3 clusters Score -1818153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1818170.500000 Penalty: 4892.630859
	Iteration 61Q: 3 clusters Score -1818170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1818183.625000 Penalty: 4892.630859
	Iteration 62Q: 3 clusters Score -1818184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1818198.625000 Penalty: 4892.630859
	Iteration 63Q: 3 clusters Score -1818199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1818222.000000 Penalty: 4892.630859
	Iteration 64Q: 3 clusters Score -1818222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1818242.500000 Penalty: 4892.630859
	Iteration 65Q: 3 clusters Score -1818242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1818266.625000 Penalty: 4892.630859
	Iteration 66Q: 3 clusters Score -1818267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1818283.625000 Penalty: 4892.630859
	Iteration 67Q: 3 clusters Score -1818284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1818309.000000 Penalty: 4892.630859
	Iteration 68Q: 3 clusters Score -1818309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1818341.000000 Penalty: 4892.630859
	Iteration 69Q: 3 clusters Score -1818341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1818380.625000 Penalty: 4892.630859
	Iteration 70Q: 3 clusters Score -1818381 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1818408.375000 Penalty: 4892.630859
	Iteration 71Q: 3 clusters Score -1818408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1818444.750000 Penalty: 4892.630859
	Iteration 72Q: 3 clusters Score -1818445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1818471.625000 Penalty: 4892.630859
	Iteration 73Q: 3 clusters Score -1818472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1818513.750000 Penalty: 4892.630859
	Iteration 74Q: 3 clusters Score -1818514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1818581.375000 Penalty: 4892.630859
	Iteration 75Q: 3 clusters Score -1818581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1818627.875000 Penalty: 4892.630859
	Iteration 76Q: 3 clusters Score -1818628 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1818674.000000 Penalty: 4892.630859
	Iteration 77Q: 3 clusters Score -1818674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1818726.625000 Penalty: 4892.630859
	Iteration 78Q: 3 clusters Score -1818727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1818804.875000 Penalty: 4892.630859
	Iteration 79Q: 3 clusters Score -1818805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1818892.625000 Penalty: 4892.630859
	Iteration 80F: 3 clusters Score -1818893 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1818979.125000 Penalty: 4892.630859
	Iteration 81Q: 3 clusters Score -1818979 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1819078.500000 Penalty: 4892.630859
	Iteration 82Q: 3 clusters Score -1819078 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1819170.000000 Penalty: 4892.630859
	Iteration 83Q: 3 clusters Score -1819170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1819254.000000 Penalty: 4892.630859
	Iteration 84Q: 3 clusters Score -1819254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1819306.750000 Penalty: 4892.630859
	Iteration 85Q: 3 clusters Score -1819307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1819357.000000 Penalty: 4892.630859
	Iteration 86Q: 3 clusters Score -1819357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1819392.375000 Penalty: 4892.630859
	Iteration 87Q: 3 clusters Score -1819392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1819418.875000 Penalty: 4892.630859
	Iteration 88Q: 3 clusters Score -1819419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1819441.000000 Penalty: 4892.630859
	Iteration 89Q: 3 clusters Score -1819441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1819462.875000 Penalty: 4892.630859
	Iteration 90Q: 3 clusters Score -1819463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1819477.125000 Penalty: 4892.630859
	Iteration 91Q: 3 clusters Score -1819477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1819504.250000 Penalty: 4892.630859
	Iteration 92Q: 3 clusters Score -1819504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1819523.125000 Penalty: 4892.630859
	Iteration 93Q: 3 clusters Score -1819523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1819533.875000 Penalty: 4892.630859
	Iteration 94Q: 3 clusters Score -1819534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1819546.125000 Penalty: 4892.630859
	Iteration 95Q: 3 clusters Score -1819546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1819553.375000 Penalty: 4892.630859
	Iteration 96Q: 3 clusters Score -1819553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1819564.375000 Penalty: 4892.630859
	Iteration 97Q: 3 clusters Score -1819564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1819571.875000 Penalty: 4892.630859
	Iteration 98Q: 3 clusters Score -1819572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1819580.500000 Penalty: 4892.630859
	Iteration 99Q: 3 clusters Score -1819580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1819586.500000 Penalty: 4892.630859
	Iteration 100F: 3 clusters Score -1819586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1819591.125000 Penalty: 4892.630859
	Iteration 101Q: 3 clusters Score -1819591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1819593.250000 Penalty: 4892.630859
	Iteration 102Q: 3 clusters Score -1819593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1819597.500000 Penalty: 4892.630859
	Iteration 103Q: 3 clusters Score -1819598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1819599.500000 Penalty: 4892.630859
	Iteration 104Q: 3 clusters Score -1819600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1819603.625000 Penalty: 4892.630859
	Iteration 105Q: 3 clusters Score -1819604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1819613.375000 Penalty: 4892.630859
	Iteration 106Q: 3 clusters Score -1819613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1819616.875000 Penalty: 4892.630859
	Iteration 107Q: 3 clusters Score -1819617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1819618.000000 Penalty: 4892.630859
	Iteration 108Q: 3 clusters Score -1819618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1819621.375000 Penalty: 4892.630859
	Iteration 109Q: 3 clusters Score -1819621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1819623.250000 Penalty: 4892.630859
	Iteration 110Q: 3 clusters Score -1819623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1819625.250000 Penalty: 4892.630859
	Iteration 111Q: 3 clusters Score -1819625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1819640.000000 Penalty: 4892.630859
	Iteration 112Q: 3 clusters Score -1819640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1819654.625000 Penalty: 4892.630859
	Iteration 113Q: 3 clusters Score -1819655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1819662.625000 Penalty: 4892.630859
	Iteration 114Q: 3 clusters Score -1819663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1819670.125000 Penalty: 4892.630859
	Iteration 115Q: 3 clusters Score -1819670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1819674.625000 Penalty: 4892.630859
	Iteration 116Q: 3 clusters Score -1819675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1819678.875000 Penalty: 4892.630859
	Iteration 117Q: 3 clusters Score -1819679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1819680.625000 Penalty: 4892.630859
	Iteration 118Q: 3 clusters Score -1819681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1819683.625000 Penalty: 4892.630859
	Iteration 119Q: 3 clusters Score -1819684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -1819683.625000 Penalty: 4892.630859
	Iteration 120F: 3 clusters Score -1819684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Entering Unmasked Estep 
Score: -10100868.000000 Penalty: 2911.092041
	Iteration 0F: 2 clusters Score -1.010087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -10017064.000000 Penalty: 5822.184082
	Iteration 0F: 3 clusters Score -1.001706e+07 nChanged 59615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -10051247.000000 Penalty: 5822.184082
	Iteration 1F: 3 clusters Score -1.005125e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -10052060.000000 Penalty: 5822.184082
	Iteration 2Q: 3 clusters Score -1.005206e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -10053101.000000 Penalty: 5822.184082
	Iteration 3Q: 3 clusters Score -1.00531e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -10054425.000000 Penalty: 5822.184082
	Iteration 4Q: 3 clusters Score -1.005442e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -10056064.000000 Penalty: 5822.184082
	Iteration 5Q: 3 clusters Score -1.005606e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -10058205.000000 Penalty: 5822.184082
	Iteration 6Q: 3 clusters Score -1.00582e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -10061026.000000 Penalty: 5822.184082
	Iteration 7Q: 3 clusters Score -1.006103e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -10065229.000000 Penalty: 5822.184082
	Iteration 8F: 3 clusters Score -1.006523e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -10070784.000000 Penalty: 5822.184082
	Iteration 9F: 3 clusters Score -1.007078e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95105 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -10077072.000000 Penalty: 5822.184082
	Iteration 10F: 3 clusters Score -1.007707e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -10082913.000000 Penalty: 5822.184082
	Iteration 11F: 3 clusters Score -1.008291e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -10087500.000000 Penalty: 5822.184082
	Iteration 12Q: 3 clusters Score -1.00875e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -10091055.000000 Penalty: 5822.184082
	Iteration 13Q: 3 clusters Score -1.009106e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116119 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -10093517.000000 Penalty: 5822.184082
	Iteration 14Q: 3 clusters Score -1.009352e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -10095362.000000 Penalty: 5822.184082
	Iteration 15Q: 3 clusters Score -1.009536e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -10096559.000000 Penalty: 5822.184082
	Iteration 16Q: 3 clusters Score -1.009656e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -10097305.000000 Penalty: 5822.184082
	Iteration 17Q: 3 clusters Score -1.00973e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10097808.000000 Penalty: 5822.184082
	Iteration 18Q: 3 clusters Score -1.009781e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123066 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -10098164.000000 Penalty: 5822.184082
	Iteration 19Q: 3 clusters Score -1.009816e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123439 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10098374.000000 Penalty: 5822.184082
	Iteration 20F: 3 clusters Score -1.009837e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123710 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10098562.000000 Penalty: 5822.184082
	Iteration 21Q: 3 clusters Score -1.009856e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123890 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10098694.000000 Penalty: 5822.184082
	Iteration 22Q: 3 clusters Score -1.009869e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124012 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10098828.000000 Penalty: 5822.184082
	Iteration 23Q: 3 clusters Score -1.009883e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124099 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10098939.000000 Penalty: 5822.184082
	Iteration 24Q: 3 clusters Score -1.009894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124148 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10099006.000000 Penalty: 5822.184082
	Iteration 25Q: 3 clusters Score -1.009901e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10099020.000000 Penalty: 5822.184082
	Iteration 26Q: 3 clusters Score -1.009902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124207 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10099058.000000 Penalty: 5822.184082
	Iteration 27Q: 3 clusters Score -1.009906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10099094.000000 Penalty: 5822.184082
	Iteration 28Q: 3 clusters Score -1.009909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124237 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10099103.000000 Penalty: 5822.184082
	Iteration 29Q: 3 clusters Score -1.00991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124246 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10099136.000000 Penalty: 5822.184082
	Iteration 30Q: 3 clusters Score -1.009914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10099135.000000 Penalty: 5822.184082
	Iteration 31Q: 3 clusters Score -1.009914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124260 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10099145.000000 Penalty: 5822.184082
	Iteration 32Q: 3 clusters Score -1.009914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10099146.000000 Penalty: 5822.184082
	Iteration 33Q: 3 clusters Score -1.009915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10099146.000000 Penalty: 5822.184082
	Iteration 34Q: 3 clusters Score -1.009915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10099148.000000 Penalty: 5822.184082
	Iteration 35Q: 3 clusters Score -1.009915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124278 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10099148.000000 Penalty: 5822.184082
	Iteration 36Q: 3 clusters Score -1.009915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10099133.000000 Penalty: 5822.184082
	Iteration 37Q: 3 clusters Score -1.009913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124290 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10099140.000000 Penalty: 5822.184082
	Iteration 38Q: 3 clusters Score -1.009914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124293 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10099147.000000 Penalty: 5822.184082
	Iteration 39Q: 3 clusters Score -1.009915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124293 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10099147.000000 Penalty: 5822.184082
	Iteration 40F: 3 clusters Score -1.009915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Entering Unmasked Estep 
Score: -3587630.500000 Penalty: 2652.322754
	Iteration 0F: 2 clusters Score -3587630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3557797.500000 Penalty: 5304.645508
	Iteration 0F: 3 clusters Score -3557798 nChanged 20250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3568961.750000 Penalty: 5304.645508
	Iteration 1F: 3 clusters Score -3568962 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3569531.500000 Penalty: 5304.645508
	Iteration 2Q: 3 clusters Score -3569532 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3570135.500000 Penalty: 5304.645508
	Iteration 3Q: 3 clusters Score -3570136 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3570790.000000 Penalty: 5304.645508
	Iteration 4Q: 3 clusters Score -3570790 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3571653.500000 Penalty: 5304.645508
	Iteration 5Q: 3 clusters Score -3571654 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3572858.750000 Penalty: 5304.645508
	Iteration 6Q: 3 clusters Score -3572859 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3574527.750000 Penalty: 5304.645508
	Iteration 7F: 3 clusters Score -3574528 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3576769.000000 Penalty: 5304.645508
	Iteration 8F: 3 clusters Score -3576769 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3579360.000000 Penalty: 5304.645508
	Iteration 9F: 3 clusters Score -3579360 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -3581618.000000 Penalty: 5304.645508
	Iteration 10F: 3 clusters Score -3581618 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -3583173.250000 Penalty: 5304.645508
	Iteration 11Q: 3 clusters Score -3583173 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -3584101.750000 Penalty: 5304.645508
	Iteration 12Q: 3 clusters Score -3584102 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -3584708.500000 Penalty: 5304.645508
	Iteration 13Q: 3 clusters Score -3584708 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -3584991.000000 Penalty: 5304.645508
	Iteration 14Q: 3 clusters Score -3584991 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -3585141.000000 Penalty: 5304.645508
	Iteration 15Q: 3 clusters Score -3585141 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -3585233.750000 Penalty: 5304.645508
	Iteration 16Q: 3 clusters Score -3585234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -3585278.750000 Penalty: 5304.645508
	Iteration 17Q: 3 clusters Score -3585279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -3585307.000000 Penalty: 5304.645508
	Iteration 18Q: 3 clusters Score -3585307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -3585332.000000 Penalty: 5304.645508
	Iteration 19Q: 3 clusters Score -3585332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -3585357.500000 Penalty: 5304.645508
	Iteration 20F: 3 clusters Score -3585358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -3585371.500000 Penalty: 5304.645508
	Iteration 21Q: 3 clusters Score -3585372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -3585381.250000 Penalty: 5304.645508
	Iteration 22Q: 3 clusters Score -3585381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -3585388.750000 Penalty: 5304.645508
	Iteration 23Q: 3 clusters Score -3585389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -3585401.250000 Penalty: 5304.645508
	Iteration 24Q: 3 clusters Score -3585401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -3585410.750000 Penalty: 5304.645508
	Iteration 25Q: 3 clusters Score -3585411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -3585412.750000 Penalty: 5304.645508
	Iteration 26Q: 3 clusters Score -3585413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -3585414.000000 Penalty: 5304.645508
	Iteration 27Q: 3 clusters Score -3585414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -3585416.000000 Penalty: 5304.645508
	Iteration 28Q: 3 clusters Score -3585416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -3585420.250000 Penalty: 5304.645508
	Iteration 29Q: 3 clusters Score -3585420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -3585420.250000 Penalty: 5304.645508
	Iteration 30F: 3 clusters Score -3585420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -232680.250000 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -232680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -228927.578125 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -228927.6 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -230171.453125 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -230171.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -230783.312500 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -230783.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -231221.828125 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -231221.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -231490.812500 Penalty: 4091.919189
	Iteration 4F: 3 clusters Score -231490.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -231627.609375 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -231627.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -231733.437500 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -231733.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -231808.093750 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -231808.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -231871.828125 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -231871.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -231938.609375 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -231938.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -232005.125000 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -232005.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -232081.734375 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -232081.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -232152.734375 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -232152.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -232200.828125 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -232200.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -232240.453125 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -232240.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -232286.359375 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -232286.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -232343.687500 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -232343.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -232430.718750 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -232430.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -232498.140625 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -232498.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -232563.328125 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -232563.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -232607.578125 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -232607.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -232649.515625 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -232649.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -232674.515625 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -232674.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -232689.765625 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -232689.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -232699.078125 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -232699.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -232706.875000 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -232706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -232711.359375 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -232711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -232716.578125 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -232716.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -232720.187500 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -232720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -232723.453125 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -232723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -232724.796875 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -232724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -232724.859375 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -232724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -232724.859375 Penalty: 4091.919189
	Iteration 32F: 3 clusters Score -232724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109720 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 1539 members 
Entering Unmasked Estep 
Score: -150792528.000000 Penalty: 253409.765625
Splitting cluster 13 changes total score from -150794032.000000 to -150792528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -321683.125000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -321683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -317682.281250 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -317682.3 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -318549.468750 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -318549.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -318736.875000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -318736.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -318858.281250 Penalty: 4127.907715
	Iteration 3Q: 3 clusters Score -318858.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -318966.812500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -318966.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -319042.687500 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -319042.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -319105.250000 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -319105.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -319155.687500 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -319155.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -319194.750000 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -319194.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -319230.781250 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -319230.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -319259.156250 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -319259.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -319282.000000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -319282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -319296.343750 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -319296.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -319314.062500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -319314.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -319328.625000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -319328.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -319344.656250 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -319344.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -319358.312500 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -319358.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -319364.750000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -319364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -319368.812500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -319368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -319373.062500 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -319373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -319376.843750 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -319376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -319382.062500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -319382.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -319387.312500 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -319387.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -319391.218750 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -319391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -319394.093750 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -319394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -319395.531250 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -319395.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -319398.687500 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -319398.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -319403.062500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -319403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -319410.062500 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -319410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -319415.468750 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -319415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -319418.843750 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -319418.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -319423.406250 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -319423.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -319429.312500 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -319429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -319436.562500 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -319436.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -319444.500000 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -319444.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -319451.000000 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -319451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -319462.718750 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -319462.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -319476.250000 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -319476.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -319492.687500 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -319492.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -319505.500000 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -319505.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -319517.656250 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -319517.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -319535.468750 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -319535.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -319550.000000 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -319550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -319572.156250 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -319572.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -319588.093750 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -319588.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -319602.656250 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -319602.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -319617.656250 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -319617.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -319629.718750 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -319629.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -319638.343750 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -319638.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -319648.500000 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -319648.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -319654.593750 Penalty: 4127.907715
	Iteration 50Q: 3 clusters Score -319654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -319659.406250 Penalty: 4127.907715
	Iteration 51Q: 3 clusters Score -319659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -319665.437500 Penalty: 4127.907715
	Iteration 52Q: 3 clusters Score -319665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -319671.625000 Penalty: 4127.907715
	Iteration 53Q: 3 clusters Score -319671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -319675.687500 Penalty: 4127.907715
	Iteration 54Q: 3 clusters Score -319675.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -319679.906250 Penalty: 4127.907715
	Iteration 55Q: 3 clusters Score -319679.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -319685.281250 Penalty: 4127.907715
	Iteration 56Q: 3 clusters Score -319685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -319689.218750 Penalty: 4127.907715
	Iteration 57Q: 3 clusters Score -319689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -319691.343750 Penalty: 4127.907715
	Iteration 58Q: 3 clusters Score -319691.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -319695.781250 Penalty: 4127.907715
	Iteration 59Q: 3 clusters Score -319695.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -319705.625000 Penalty: 4127.907715
	Iteration 60F: 3 clusters Score -319705.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -319716.281250 Penalty: 4127.907715
	Iteration 61Q: 3 clusters Score -319716.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -319724.437500 Penalty: 4127.907715
	Iteration 62Q: 3 clusters Score -319724.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -319732.375000 Penalty: 4127.907715
	Iteration 63Q: 3 clusters Score -319732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -319739.375000 Penalty: 4127.907715
	Iteration 64Q: 3 clusters Score -319739.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -319747.781250 Penalty: 4127.907715
	Iteration 65Q: 3 clusters Score -319747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -319757.281250 Penalty: 4127.907715
	Iteration 66Q: 3 clusters Score -319757.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -319764.437500 Penalty: 4127.907715
	Iteration 67Q: 3 clusters Score -319764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -319770.218750 Penalty: 4127.907715
	Iteration 68Q: 3 clusters Score -319770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -319772.937500 Penalty: 4127.907715
	Iteration 69Q: 3 clusters Score -319772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -319776.343750 Penalty: 4127.907715
	Iteration 70Q: 3 clusters Score -319776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -319777.562500 Penalty: 4127.907715
	Iteration 71Q: 3 clusters Score -319777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -319778.468750 Penalty: 4127.907715
	Iteration 72Q: 3 clusters Score -319778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -319780.625000 Penalty: 4127.907715
	Iteration 73Q: 3 clusters Score -319780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -319780.812500 Penalty: 4127.907715
	Iteration 74Q: 3 clusters Score -319780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -319781.875000 Penalty: 4127.907715
	Iteration 75Q: 3 clusters Score -319781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -319781.875000 Penalty: 4127.907715
	Iteration 76F: 3 clusters Score -319781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Entering Unmasked Estep 
Score: -1507243.250000 Penalty: 2439.131836
	Iteration 0F: 2 clusters Score -1507243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1494043.125000 Penalty: 4878.263672
	Iteration 0F: 3 clusters Score -1494043 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1498258.875000 Penalty: 4878.263672
	Iteration 1F: 3 clusters Score -1498259 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1498699.125000 Penalty: 4878.263672
	Iteration 2F: 3 clusters Score -1498699 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1499107.500000 Penalty: 4878.263672
	Iteration 3F: 3 clusters Score -1499108 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1499567.750000 Penalty: 4878.263672
	Iteration 4F: 3 clusters Score -1499568 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1500105.000000 Penalty: 4878.263672
	Iteration 5F: 3 clusters Score -1500105 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1500848.875000 Penalty: 4878.263672
	Iteration 6F: 3 clusters Score -1500849 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1501732.125000 Penalty: 4878.263672
	Iteration 7F: 3 clusters Score -1501732 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1502553.750000 Penalty: 4878.263672
	Iteration 8F: 3 clusters Score -1502554 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1503156.875000 Penalty: 4878.263672
	Iteration 9F: 3 clusters Score -1503157 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1503529.625000 Penalty: 4878.263672
	Iteration 10Q: 3 clusters Score -1503530 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1503808.000000 Penalty: 4878.263672
	Iteration 11Q: 3 clusters Score -1503808 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1503996.500000 Penalty: 4878.263672
	Iteration 12Q: 3 clusters Score -1503996 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1504126.375000 Penalty: 4878.263672
	Iteration 13Q: 3 clusters Score -1504126 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1504241.125000 Penalty: 4878.263672
	Iteration 14Q: 3 clusters Score -1504241 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1504330.625000 Penalty: 4878.263672
	Iteration 15Q: 3 clusters Score -1504331 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1504401.000000 Penalty: 4878.263672
	Iteration 16Q: 3 clusters Score -1504401 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1504468.625000 Penalty: 4878.263672
	Iteration 17Q: 3 clusters Score -1504469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1504537.500000 Penalty: 4878.263672
	Iteration 18Q: 3 clusters Score -1504538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1504595.125000 Penalty: 4878.263672
	Iteration 19Q: 3 clusters Score -1504595 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1504649.750000 Penalty: 4878.263672
	Iteration 20F: 3 clusters Score -1504650 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1504696.625000 Penalty: 4878.263672
	Iteration 21Q: 3 clusters Score -1504697 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1504743.750000 Penalty: 4878.263672
	Iteration 22Q: 3 clusters Score -1504744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1504790.875000 Penalty: 4878.263672
	Iteration 23Q: 3 clusters Score -1504791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1504825.250000 Penalty: 4878.263672
	Iteration 24Q: 3 clusters Score -1504825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1504850.125000 Penalty: 4878.263672
	Iteration 25Q: 3 clusters Score -1504850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1504876.000000 Penalty: 4878.263672
	Iteration 26Q: 3 clusters Score -1504876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1504894.375000 Penalty: 4878.263672
	Iteration 27Q: 3 clusters Score -1504894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1504920.625000 Penalty: 4878.263672
	Iteration 28Q: 3 clusters Score -1504921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1504943.625000 Penalty: 4878.263672
	Iteration 29Q: 3 clusters Score -1504944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1504960.625000 Penalty: 4878.263672
	Iteration 30Q: 3 clusters Score -1504961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1504979.375000 Penalty: 4878.263672
	Iteration 31Q: 3 clusters Score -1504979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1504999.000000 Penalty: 4878.263672
	Iteration 32Q: 3 clusters Score -1504999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1505019.250000 Penalty: 4878.263672
	Iteration 33Q: 3 clusters Score -1505019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1505039.250000 Penalty: 4878.263672
	Iteration 34Q: 3 clusters Score -1505039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1505049.750000 Penalty: 4878.263672
	Iteration 35Q: 3 clusters Score -1505050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1505062.875000 Penalty: 4878.263672
	Iteration 36Q: 3 clusters Score -1505063 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1505073.875000 Penalty: 4878.263672
	Iteration 37Q: 3 clusters Score -1505074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1505082.875000 Penalty: 4878.263672
	Iteration 38Q: 3 clusters Score -1505083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1505093.000000 Penalty: 4878.263672
	Iteration 39Q: 3 clusters Score -1505093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1505098.875000 Penalty: 4878.263672
	Iteration 40F: 3 clusters Score -1505099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1505114.625000 Penalty: 4878.263672
	Iteration 41Q: 3 clusters Score -1505115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1505138.375000 Penalty: 4878.263672
	Iteration 42Q: 3 clusters Score -1505138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1505151.125000 Penalty: 4878.263672
	Iteration 43Q: 3 clusters Score -1505151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1505162.625000 Penalty: 4878.263672
	Iteration 44Q: 3 clusters Score -1505163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1505171.875000 Penalty: 4878.263672
	Iteration 45Q: 3 clusters Score -1505172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1505174.125000 Penalty: 4878.263672
	Iteration 46Q: 3 clusters Score -1505174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1505183.875000 Penalty: 4878.263672
	Iteration 47Q: 3 clusters Score -1505184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1505186.625000 Penalty: 4878.263672
	Iteration 48Q: 3 clusters Score -1505187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1505191.375000 Penalty: 4878.263672
	Iteration 49Q: 3 clusters Score -1505191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1505193.125000 Penalty: 4878.263672
	Iteration 50Q: 3 clusters Score -1505193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1505196.250000 Penalty: 4878.263672
	Iteration 51Q: 3 clusters Score -1505196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1505201.750000 Penalty: 4878.263672
	Iteration 52Q: 3 clusters Score -1505202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1505204.375000 Penalty: 4878.263672
	Iteration 53Q: 3 clusters Score -1505204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1505206.000000 Penalty: 4878.263672
	Iteration 54Q: 3 clusters Score -1505206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1505210.250000 Penalty: 4878.263672
	Iteration 55Q: 3 clusters Score -1505210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1505208.375000 Penalty: 4878.263672
	Iteration 56Q: 3 clusters Score -1505208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1505209.500000 Penalty: 4878.263672
	Iteration 57Q: 3 clusters Score -1505210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1505208.250000 Penalty: 4878.263672
	Iteration 58Q: 3 clusters Score -1505208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1505212.750000 Penalty: 4878.263672
	Iteration 59Q: 3 clusters Score -1505213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1505213.500000 Penalty: 4878.263672
	Iteration 60F: 3 clusters Score -1505214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1505215.500000 Penalty: 4878.263672
	Iteration 61Q: 3 clusters Score -1505216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1505214.875000 Penalty: 4878.263672
	Iteration 62Q: 3 clusters Score -1505215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1505216.250000 Penalty: 4878.263672
	Iteration 63Q: 3 clusters Score -1505216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1505214.625000 Penalty: 4878.263672
	Iteration 64Q: 3 clusters Score -1505215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1505214.625000 Penalty: 4878.263672
	Iteration 65F: 3 clusters Score -1505215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -35549.308594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -35549.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34057.195312 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -34057.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34250.230469 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -34250.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34308.597656 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -34308.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34379.570312 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -34379.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34436.406250 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -34436.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34482.894531 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -34482.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34597.445312 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -34597.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34736.589844 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -34736.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34897.742188 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -34897.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35093.617188 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -35093.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -35274.238281 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -35274.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35350.886719 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -35350.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35447.199219 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -35447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35507.492188 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -35507.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35536.066406 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -35536.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35579.078125 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -35579.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35591.773438 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -35591.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35607.664062 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -35607.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35609.562500 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -35609.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35614.937500 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -35614.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35621.332031 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -35621.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35623.664062 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -35623.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35632.277344 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -35632.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35655.953125 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -35655.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35669.074219 Penalty: 3124.278809
	Iteration 24Q: 3 clusters Score -35669.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35679.613281 Penalty: 3124.278809
	Iteration 25Q: 3 clusters Score -35679.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35682.363281 Penalty: 3124.278809
	Iteration 26Q: 3 clusters Score -35682.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35682.363281 Penalty: 3124.278809
	Iteration 27F: 3 clusters Score -35682.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 365 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109720 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 179 members 
Entering Unmasked Estep 
Score: -150792128.000000 Penalty: 253409.765625
Splitting cluster 16 changes total score from -150794032.000000 to -150792128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (123817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Entering Unmasked Estep 
Score: -12201557.000000 Penalty: 2908.186768
	Iteration 0F: 2 clusters Score -1.220156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -12119269.000000 Penalty: 5816.373535
	Iteration 0F: 3 clusters Score -1.211927e+07 nChanged 59124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -12153540.000000 Penalty: 5816.373535
	Iteration 1F: 3 clusters Score -1.215354e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -12154643.000000 Penalty: 5816.373535
	Iteration 2Q: 3 clusters Score -1.215464e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -12156328.000000 Penalty: 5816.373535
	Iteration 3Q: 3 clusters Score -1.215633e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -12158429.000000 Penalty: 5816.373535
	Iteration 4Q: 3 clusters Score -1.215843e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -12161228.000000 Penalty: 5816.373535
	Iteration 5Q: 3 clusters Score -1.216123e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -12164594.000000 Penalty: 5816.373535
	Iteration 6F: 3 clusters Score -1.216459e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -12169062.000000 Penalty: 5816.373535
	Iteration 7F: 3 clusters Score -1.216906e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -12174580.000000 Penalty: 5816.373535
	Iteration 8F: 3 clusters Score -1.217458e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -12180714.000000 Penalty: 5816.373535
	Iteration 9F: 3 clusters Score -1.218071e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -12185671.000000 Penalty: 5816.373535
	Iteration 10F: 3 clusters Score -1.218567e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -12188328.000000 Penalty: 5816.373535
	Iteration 11Q: 3 clusters Score -1.218833e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -12189765.000000 Penalty: 5816.373535
	Iteration 12Q: 3 clusters Score -1.218976e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -12190743.000000 Penalty: 5816.373535
	Iteration 13Q: 3 clusters Score -1.219074e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -12191422.000000 Penalty: 5816.373535
	Iteration 14Q: 3 clusters Score -1.219142e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -12191959.000000 Penalty: 5816.373535
	Iteration 15Q: 3 clusters Score -1.219196e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -12192402.000000 Penalty: 5816.373535
	Iteration 16Q: 3 clusters Score -1.21924e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -12192627.000000 Penalty: 5816.373535
	Iteration 17Q: 3 clusters Score -1.219263e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -12192859.000000 Penalty: 5816.373535
	Iteration 18Q: 3 clusters Score -1.219286e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -12192925.000000 Penalty: 5816.373535
	Iteration 19Q: 3 clusters Score -1.219292e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -12192936.000000 Penalty: 5816.373535
	Iteration 20F: 3 clusters Score -1.219294e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -12192991.000000 Penalty: 5816.373535
	Iteration 21Q: 3 clusters Score -1.219299e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -12192990.000000 Penalty: 5816.373535
	Iteration 22Q: 3 clusters Score -1.219299e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -12193001.000000 Penalty: 5816.373535
	Iteration 23Q: 3 clusters Score -1.2193e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -12193016.000000 Penalty: 5816.373535
	Iteration 24Q: 3 clusters Score -1.219302e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -12193053.000000 Penalty: 5816.373535
	Iteration 25Q: 3 clusters Score -1.219305e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -12193068.000000 Penalty: 5816.373535
	Iteration 26Q: 3 clusters Score -1.219307e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -12193013.000000 Penalty: 5816.373535
	Iteration 27Q: 3 clusters Score -1.219301e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -12193027.000000 Penalty: 5816.373535
	Iteration 28Q: 3 clusters Score -1.219303e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -12193000.000000 Penalty: 5816.373535
	Iteration 29Q: 3 clusters Score -1.2193e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -12193022.000000 Penalty: 5816.373535
	Iteration 30Q: 3 clusters Score -1.219302e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -12193023.000000 Penalty: 5816.373535
	Iteration 31Q: 3 clusters Score -1.219302e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 68166 members 
Entering Unmasked Estep 
Score: -12193098.000000 Penalty: 5816.373535
	Iteration 32Q: 3 clusters Score -1.21931e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -12193030.000000 Penalty: 5816.373535
	Iteration 33Q: 3 clusters Score -1.219303e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -12192984.000000 Penalty: 5816.373535
	Iteration 34Q: 3 clusters Score -1.219298e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -12192983.000000 Penalty: 5816.373535
	Iteration 35Q: 3 clusters Score -1.219298e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -12192946.000000 Penalty: 5816.373535
	Iteration 36Q: 3 clusters Score -1.219295e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -12192992.000000 Penalty: 5816.373535
	Iteration 37Q: 3 clusters Score -1.219299e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -12192941.000000 Penalty: 5816.373535
	Iteration 38Q: 3 clusters Score -1.219294e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -12192924.000000 Penalty: 5816.373535
	Iteration 39Q: 3 clusters Score -1.219292e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -12192922.000000 Penalty: 5816.373535
	Iteration 40F: 3 clusters Score -1.219292e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -12192898.000000 Penalty: 5816.373535
	Iteration 41Q: 3 clusters Score -1.21929e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -12192885.000000 Penalty: 5816.373535
	Iteration 42Q: 3 clusters Score -1.219288e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -12192888.000000 Penalty: 5816.373535
	Iteration 43Q: 3 clusters Score -1.219289e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -12192892.000000 Penalty: 5816.373535
	Iteration 44Q: 3 clusters Score -1.219289e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -12192900.000000 Penalty: 5816.373535
	Iteration 45Q: 3 clusters Score -1.21929e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -12192887.000000 Penalty: 5816.373535
	Iteration 46Q: 3 clusters Score -1.219289e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -12192902.000000 Penalty: 5816.373535
	Iteration 47Q: 3 clusters Score -1.21929e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -12192881.000000 Penalty: 5816.373535
	Iteration 48Q: 3 clusters Score -1.219288e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -12192846.000000 Penalty: 5816.373535
	Iteration 49Q: 3 clusters Score -1.219285e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -12192868.000000 Penalty: 5816.373535
	Iteration 50Q: 3 clusters Score -1.219287e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -12192850.000000 Penalty: 5816.373535
	Iteration 51Q: 3 clusters Score -1.219285e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -12192846.000000 Penalty: 5816.373535
	Iteration 52Q: 3 clusters Score -1.219285e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 75991 members 
Entering Unmasked Estep 
Score: -12192869.000000 Penalty: 5816.373535
	Iteration 53Q: 3 clusters Score -1.219287e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -12192861.000000 Penalty: 5816.373535
	Iteration 54Q: 3 clusters Score -1.219286e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -12192815.000000 Penalty: 5816.373535
	Iteration 55Q: 3 clusters Score -1.219282e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -12192789.000000 Penalty: 5816.373535
	Iteration 56Q: 3 clusters Score -1.219279e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -12192836.000000 Penalty: 5816.373535
	Iteration 57Q: 3 clusters Score -1.219284e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -12192826.000000 Penalty: 5816.373535
	Iteration 58Q: 3 clusters Score -1.219283e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -12192829.000000 Penalty: 5816.373535
	Iteration 59Q: 3 clusters Score -1.219283e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -12192813.000000 Penalty: 5816.373535
	Iteration 60F: 3 clusters Score -1.219281e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -12192839.000000 Penalty: 5816.373535
	Iteration 61Q: 3 clusters Score -1.219284e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -12192816.000000 Penalty: 5816.373535
	Iteration 62Q: 3 clusters Score -1.219282e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -12192793.000000 Penalty: 5816.373535
	Iteration 63Q: 3 clusters Score -1.219279e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -12192788.000000 Penalty: 5816.373535
	Iteration 64Q: 3 clusters Score -1.219279e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -12192765.000000 Penalty: 5816.373535
	Iteration 65Q: 3 clusters Score -1.219276e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -12192778.000000 Penalty: 5816.373535
	Iteration 66Q: 3 clusters Score -1.219278e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -12192746.000000 Penalty: 5816.373535
	Iteration 67Q: 3 clusters Score -1.219275e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -12192719.000000 Penalty: 5816.373535
	Iteration 68Q: 3 clusters Score -1.219272e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -12192724.000000 Penalty: 5816.373535
	Iteration 69Q: 3 clusters Score -1.219272e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -12192734.000000 Penalty: 5816.373535
	Iteration 70Q: 3 clusters Score -1.219273e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -12192752.000000 Penalty: 5816.373535
	Iteration 71Q: 3 clusters Score -1.219275e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -12192747.000000 Penalty: 5816.373535
	Iteration 72Q: 3 clusters Score -1.219275e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -12192750.000000 Penalty: 5816.373535
	Iteration 73Q: 3 clusters Score -1.219275e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -12192728.000000 Penalty: 5816.373535
	Iteration 74Q: 3 clusters Score -1.219273e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -12192767.000000 Penalty: 5816.373535
	Iteration 75Q: 3 clusters Score -1.219277e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -12192750.000000 Penalty: 5816.373535
	Iteration 76Q: 3 clusters Score -1.219275e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -12192736.000000 Penalty: 5816.373535
	Iteration 77Q: 3 clusters Score -1.219274e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -12192771.000000 Penalty: 5816.373535
	Iteration 78Q: 3 clusters Score -1.219277e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -12192711.000000 Penalty: 5816.373535
	Iteration 79Q: 3 clusters Score -1.219271e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -12192709.000000 Penalty: 5816.373535
	Iteration 80F: 3 clusters Score -1.219271e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -12192733.000000 Penalty: 5816.373535
	Iteration 81Q: 3 clusters Score -1.219273e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -12192714.000000 Penalty: 5816.373535
	Iteration 82Q: 3 clusters Score -1.219271e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -12192728.000000 Penalty: 5816.373535
	Iteration 83Q: 3 clusters Score -1.219273e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -12192718.000000 Penalty: 5816.373535
	Iteration 84Q: 3 clusters Score -1.219272e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -12192700.000000 Penalty: 5816.373535
	Iteration 85Q: 3 clusters Score -1.21927e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -12192664.000000 Penalty: 5816.373535
	Iteration 86Q: 3 clusters Score -1.219266e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -12192688.000000 Penalty: 5816.373535
	Iteration 87Q: 3 clusters Score -1.219269e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -12192693.000000 Penalty: 5816.373535
	Iteration 88Q: 3 clusters Score -1.219269e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -12192699.000000 Penalty: 5816.373535
	Iteration 89Q: 3 clusters Score -1.21927e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -12192692.000000 Penalty: 5816.373535
	Iteration 90Q: 3 clusters Score -1.219269e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -12192643.000000 Penalty: 5816.373535
	Iteration 91Q: 3 clusters Score -1.219264e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -12192633.000000 Penalty: 5816.373535
	Iteration 92Q: 3 clusters Score -1.219263e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -12192618.000000 Penalty: 5816.373535
	Iteration 93Q: 3 clusters Score -1.219262e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -12192621.000000 Penalty: 5816.373535
	Iteration 94Q: 3 clusters Score -1.219262e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -12192627.000000 Penalty: 5816.373535
	Iteration 95Q: 3 clusters Score -1.219263e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -12192647.000000 Penalty: 5816.373535
	Iteration 96Q: 3 clusters Score -1.219265e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -12192659.000000 Penalty: 5816.373535
	Iteration 97Q: 3 clusters Score -1.219266e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
Score: -12192648.000000 Penalty: 5816.373535
	Iteration 98Q: 3 clusters Score -1.219265e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -12192658.000000 Penalty: 5816.373535
	Iteration 99Q: 3 clusters Score -1.219266e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -12192653.000000 Penalty: 5816.373535
	Iteration 100F: 3 clusters Score -1.219265e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -12192651.000000 Penalty: 5816.373535
	Iteration 101Q: 3 clusters Score -1.219265e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -12192645.000000 Penalty: 5816.373535
	Iteration 102Q: 3 clusters Score -1.219264e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -12192663.000000 Penalty: 5816.373535
	Iteration 103Q: 3 clusters Score -1.219266e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -12192672.000000 Penalty: 5816.373535
	Iteration 104Q: 3 clusters Score -1.219267e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -12192691.000000 Penalty: 5816.373535
	Iteration 105Q: 3 clusters Score -1.219269e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -12192693.000000 Penalty: 5816.373535
	Iteration 106Q: 3 clusters Score -1.219269e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -12192688.000000 Penalty: 5816.373535
	Iteration 107Q: 3 clusters Score -1.219269e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -12192684.000000 Penalty: 5816.373535
	Iteration 108Q: 3 clusters Score -1.219268e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -12192666.000000 Penalty: 5816.373535
	Iteration 109Q: 3 clusters Score -1.219267e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -12192623.000000 Penalty: 5816.373535
	Iteration 110Q: 3 clusters Score -1.219262e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -12192621.000000 Penalty: 5816.373535
	Iteration 111Q: 3 clusters Score -1.219262e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -12192618.000000 Penalty: 5816.373535
	Iteration 112Q: 3 clusters Score -1.219262e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -12192655.000000 Penalty: 5816.373535
	Iteration 113Q: 3 clusters Score -1.219266e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -12192689.000000 Penalty: 5816.373535
	Iteration 114Q: 3 clusters Score -1.219269e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -12192689.000000 Penalty: 5816.373535
	Iteration 115Q: 3 clusters Score -1.219269e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -12192684.000000 Penalty: 5816.373535
	Iteration 116Q: 3 clusters Score -1.219268e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -12192679.000000 Penalty: 5816.373535
	Iteration 117Q: 3 clusters Score -1.219268e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -12192705.000000 Penalty: 5816.373535
	Iteration 118Q: 3 clusters Score -1.21927e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -12192746.000000 Penalty: 5816.373535
	Iteration 119Q: 3 clusters Score -1.219275e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -12192730.000000 Penalty: 5816.373535
	Iteration 120F: 3 clusters Score -1.219273e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -12192737.000000 Penalty: 5816.373535
	Iteration 121Q: 3 clusters Score -1.219274e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -12192735.000000 Penalty: 5816.373535
	Iteration 122Q: 3 clusters Score -1.219274e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -12192759.000000 Penalty: 5816.373535
	Iteration 123Q: 3 clusters Score -1.219276e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -12192772.000000 Penalty: 5816.373535
	Iteration 124Q: 3 clusters Score -1.219277e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -12192745.000000 Penalty: 5816.373535
	Iteration 125Q: 3 clusters Score -1.219274e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -12192717.000000 Penalty: 5816.373535
	Iteration 126Q: 3 clusters Score -1.219272e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -12192693.000000 Penalty: 5816.373535
	Iteration 127Q: 3 clusters Score -1.219269e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -12192742.000000 Penalty: 5816.373535
	Iteration 128Q: 3 clusters Score -1.219274e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -12192746.000000 Penalty: 5816.373535
	Iteration 129Q: 3 clusters Score -1.219275e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -12192716.000000 Penalty: 5816.373535
	Iteration 130Q: 3 clusters Score -1.219272e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -12192709.000000 Penalty: 5816.373535
	Iteration 131Q: 3 clusters Score -1.219271e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -12192712.000000 Penalty: 5816.373535
	Iteration 132Q: 3 clusters Score -1.219271e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -12192731.000000 Penalty: 5816.373535
	Iteration 133Q: 3 clusters Score -1.219273e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -12192754.000000 Penalty: 5816.373535
	Iteration 134Q: 3 clusters Score -1.219275e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -12192715.000000 Penalty: 5816.373535
	Iteration 135Q: 3 clusters Score -1.219272e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -12192751.000000 Penalty: 5816.373535
	Iteration 136Q: 3 clusters Score -1.219275e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -12192737.000000 Penalty: 5816.373535
	Iteration 137Q: 3 clusters Score -1.219274e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -12192736.000000 Penalty: 5816.373535
	Iteration 138Q: 3 clusters Score -1.219274e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 95111 members 
Entering Unmasked Estep 
Score: -12192745.000000 Penalty: 5816.373535
	Iteration 139Q: 3 clusters Score -1.219274e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -12192771.000000 Penalty: 5816.373535
	Iteration 140F: 3 clusters Score -1.219277e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -12192821.000000 Penalty: 5816.373535
	Iteration 141Q: 3 clusters Score -1.219282e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -12192804.000000 Penalty: 5816.373535
	Iteration 142Q: 3 clusters Score -1.21928e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -12192835.000000 Penalty: 5816.373535
	Iteration 143Q: 3 clusters Score -1.219284e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -12192847.000000 Penalty: 5816.373535
	Iteration 144Q: 3 clusters Score -1.219285e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -12192850.000000 Penalty: 5816.373535
	Iteration 145Q: 3 clusters Score -1.219285e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -12192859.000000 Penalty: 5816.373535
	Iteration 146Q: 3 clusters Score -1.219286e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -12192905.000000 Penalty: 5816.373535
	Iteration 147Q: 3 clusters Score -1.21929e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -12192859.000000 Penalty: 5816.373535
	Iteration 148Q: 3 clusters Score -1.219286e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -12192852.000000 Penalty: 5816.373535
	Iteration 149Q: 3 clusters Score -1.219285e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -12192862.000000 Penalty: 5816.373535
	Iteration 150Q: 3 clusters Score -1.219286e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -12192847.000000 Penalty: 5816.373535
	Iteration 151Q: 3 clusters Score -1.219285e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -12192925.000000 Penalty: 5816.373535
	Iteration 152Q: 3 clusters Score -1.219292e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -12192963.000000 Penalty: 5816.373535
	Iteration 153Q: 3 clusters Score -1.219296e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -12192991.000000 Penalty: 5816.373535
	Iteration 154Q: 3 clusters Score -1.219299e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -12192960.000000 Penalty: 5816.373535
	Iteration 155Q: 3 clusters Score -1.219296e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -12193053.000000 Penalty: 5816.373535
	Iteration 156Q: 3 clusters Score -1.219305e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -12193036.000000 Penalty: 5816.373535
	Iteration 157Q: 3 clusters Score -1.219304e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -12193059.000000 Penalty: 5816.373535
	Iteration 158Q: 3 clusters Score -1.219306e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -12193080.000000 Penalty: 5816.373535
	Iteration 159Q: 3 clusters Score -1.219308e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -12193139.000000 Penalty: 5816.373535
	Iteration 160F: 3 clusters Score -1.219314e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 101555 members 
Entering Unmasked Estep 
Score: -12193192.000000 Penalty: 5816.373535
	Iteration 161Q: 3 clusters Score -1.219319e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 101931 members 
Entering Unmasked Estep 
Score: -12193240.000000 Penalty: 5816.373535
	Iteration 162Q: 3 clusters Score -1.219324e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 102326 members 
Entering Unmasked Estep 
Score: -12193293.000000 Penalty: 5816.373535
	Iteration 163Q: 3 clusters Score -1.219329e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -12193344.000000 Penalty: 5816.373535
	Iteration 164Q: 3 clusters Score -1.219334e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -12193386.000000 Penalty: 5816.373535
	Iteration 165Q: 3 clusters Score -1.219339e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -12193449.000000 Penalty: 5816.373535
	Iteration 166Q: 3 clusters Score -1.219345e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -12193513.000000 Penalty: 5816.373535
	Iteration 167Q: 3 clusters Score -1.219351e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -12193545.000000 Penalty: 5816.373535
	Iteration 168Q: 3 clusters Score -1.219354e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -12193578.000000 Penalty: 5816.373535
	Iteration 169Q: 3 clusters Score -1.219358e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -12193628.000000 Penalty: 5816.373535
	Iteration 170Q: 3 clusters Score -1.219363e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -12193711.000000 Penalty: 5816.373535
	Iteration 171Q: 3 clusters Score -1.219371e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -12193778.000000 Penalty: 5816.373535
	Iteration 172Q: 3 clusters Score -1.219378e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 106685 members 
Entering Unmasked Estep 
Score: -12193876.000000 Penalty: 5816.373535
	Iteration 173Q: 3 clusters Score -1.219388e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 107233 members 
Entering Unmasked Estep 
Score: -12193973.000000 Penalty: 5816.373535
	Iteration 174Q: 3 clusters Score -1.219397e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -12194116.000000 Penalty: 5816.373535
	Iteration 175Q: 3 clusters Score -1.219412e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -12194243.000000 Penalty: 5816.373535
	Iteration 176Q: 3 clusters Score -1.219424e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -12194437.000000 Penalty: 5816.373535
	Iteration 177Q: 3 clusters Score -1.219444e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -12194612.000000 Penalty: 5816.373535
	Iteration 178Q: 3 clusters Score -1.219461e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -12194800.000000 Penalty: 5816.373535
	Iteration 179Q: 3 clusters Score -1.21948e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -12195063.000000 Penalty: 5816.373535
	Iteration 180F: 3 clusters Score -1.219506e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 112621 members 
Entering Unmasked Estep 
Score: -12195320.000000 Penalty: 5816.373535
	Iteration 181Q: 3 clusters Score -1.219532e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -12195711.000000 Penalty: 5816.373535
	Iteration 182Q: 3 clusters Score -1.219571e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 114552 members 
Entering Unmasked Estep 
Score: -12196035.000000 Penalty: 5816.373535
	Iteration 183Q: 3 clusters Score -1.219604e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -12196452.000000 Penalty: 5816.373535
	Iteration 184Q: 3 clusters Score -1.219645e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 116370 members 
Entering Unmasked Estep 
Score: -12196828.000000 Penalty: 5816.373535
	Iteration 185Q: 3 clusters Score -1.219683e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 117112 members 
Entering Unmasked Estep 
Score: -12197185.000000 Penalty: 5816.373535
	Iteration 186Q: 3 clusters Score -1.219718e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -12197515.000000 Penalty: 5816.373535
	Iteration 187Q: 3 clusters Score -1.219752e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 118300 members 
Entering Unmasked Estep 
Score: -12197752.000000 Penalty: 5816.373535
	Iteration 188Q: 3 clusters Score -1.219775e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -12197966.000000 Penalty: 5816.373535
	Iteration 189Q: 3 clusters Score -1.219797e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 119147 members 
Entering Unmasked Estep 
Score: -12198158.000000 Penalty: 5816.373535
	Iteration 190Q: 3 clusters Score -1.219816e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -12198304.000000 Penalty: 5816.373535
	Iteration 191Q: 3 clusters Score -1.21983e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -12198467.000000 Penalty: 5816.373535
	Iteration 192Q: 3 clusters Score -1.219847e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -12198571.000000 Penalty: 5816.373535
	Iteration 193Q: 3 clusters Score -1.219857e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 120094 members 
Entering Unmasked Estep 
Score: -12198642.000000 Penalty: 5816.373535
	Iteration 194Q: 3 clusters Score -1.219864e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -12198695.000000 Penalty: 5816.373535
	Iteration 195Q: 3 clusters Score -1.21987e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 120364 members 
Entering Unmasked Estep 
Score: -12198743.000000 Penalty: 5816.373535
	Iteration 196Q: 3 clusters Score -1.219874e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -12198794.000000 Penalty: 5816.373535
	Iteration 197Q: 3 clusters Score -1.219879e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 120547 members 
Entering Unmasked Estep 
Score: -12198840.000000 Penalty: 5816.373535
	Iteration 198Q: 3 clusters Score -1.219884e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 120631 members 
Entering Unmasked Estep 
Score: -12198854.000000 Penalty: 5816.373535
	Iteration 199Q: 3 clusters Score -1.219885e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 120704 members 
Entering Unmasked Estep 
Score: -12198909.000000 Penalty: 5816.373535
	Iteration 200F: 3 clusters Score -1.219891e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 120752 members 
Entering Unmasked Estep 
Score: -12198934.000000 Penalty: 5816.373535
	Iteration 201Q: 3 clusters Score -1.219893e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -12198934.000000 Penalty: 5816.373535
	Iteration 202Q: 3 clusters Score -1.219893e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 120815 members 
Entering Unmasked Estep 
Score: -12198937.000000 Penalty: 5816.373535
	Iteration 203Q: 3 clusters Score -1.219894e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -12198949.000000 Penalty: 5816.373535
	Iteration 204Q: 3 clusters Score -1.219895e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -12198957.000000 Penalty: 5816.373535
	Iteration 205Q: 3 clusters Score -1.219896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -12198965.000000 Penalty: 5816.373535
	Iteration 206Q: 3 clusters Score -1.219896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 120905 members 
Entering Unmasked Estep 
Score: -12198966.000000 Penalty: 5816.373535
	Iteration 207Q: 3 clusters Score -1.219897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -12198958.000000 Penalty: 5816.373535
	Iteration 208Q: 3 clusters Score -1.219896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 120931 members 
Entering Unmasked Estep 
Score: -12198970.000000 Penalty: 5816.373535
	Iteration 209Q: 3 clusters Score -1.219897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 120944 members 
Entering Unmasked Estep 
Score: -12198980.000000 Penalty: 5816.373535
	Iteration 210Q: 3 clusters Score -1.219898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
Score: -12198967.000000 Penalty: 5816.373535
	Iteration 211Q: 3 clusters Score -1.219897e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -12198983.000000 Penalty: 5816.373535
	Iteration 212Q: 3 clusters Score -1.219898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -12198980.000000 Penalty: 5816.373535
	Iteration 213Q: 3 clusters Score -1.219898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 121001 members 
Entering Unmasked Estep 
Score: -12198983.000000 Penalty: 5816.373535
	Iteration 214Q: 3 clusters Score -1.219898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -12199000.000000 Penalty: 5816.373535
	Iteration 215Q: 3 clusters Score -1.2199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 121015 members 
Entering Unmasked Estep 
Score: -12198991.000000 Penalty: 5816.373535
	Iteration 216Q: 3 clusters Score -1.219899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 121020 members 
Entering Unmasked Estep 
Score: -12198996.000000 Penalty: 5816.373535
	Iteration 217Q: 3 clusters Score -1.2199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 121025 members 
Entering Unmasked Estep 
Score: -12199006.000000 Penalty: 5816.373535
	Iteration 218Q: 3 clusters Score -1.219901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -12199002.000000 Penalty: 5816.373535
	Iteration 219Q: 3 clusters Score -1.2199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 121045 members 
Entering Unmasked Estep 
Score: -12198999.000000 Penalty: 5816.373535
	Iteration 220F: 3 clusters Score -1.2199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 121055 members 
Entering Unmasked Estep 
Score: -12198991.000000 Penalty: 5816.373535
	Iteration 221Q: 3 clusters Score -1.219899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 121062 members 
Entering Unmasked Estep 
Score: -12199007.000000 Penalty: 5816.373535
	Iteration 222Q: 3 clusters Score -1.219901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -12199000.000000 Penalty: 5816.373535
	Iteration 223Q: 3 clusters Score -1.2199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -12199003.000000 Penalty: 5816.373535
	Iteration 224Q: 3 clusters Score -1.2199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -12199011.000000 Penalty: 5816.373535
	Iteration 225Q: 3 clusters Score -1.219901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 121081 members 
Entering Unmasked Estep 
Score: -12199018.000000 Penalty: 5816.373535
	Iteration 226Q: 3 clusters Score -1.219902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 121083 members 
Entering Unmasked Estep 
Score: -12199022.000000 Penalty: 5816.373535
	Iteration 227Q: 3 clusters Score -1.219902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -12199021.000000 Penalty: 5816.373535
	Iteration 228Q: 3 clusters Score -1.219902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -12199024.000000 Penalty: 5816.373535
	Iteration 229Q: 3 clusters Score -1.219902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 121091 members 
Entering Unmasked Estep 
Score: -12199018.000000 Penalty: 5816.373535
	Iteration 230Q: 3 clusters Score -1.219902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 121091 members 
Entering Unmasked Estep 
Score: -12199026.000000 Penalty: 5816.373535
	Iteration 231Q: 3 clusters Score -1.219903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -12199038.000000 Penalty: 5816.373535
	Iteration 232Q: 3 clusters Score -1.219904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -12199039.000000 Penalty: 5816.373535
	Iteration 233Q: 3 clusters Score -1.219904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 121095 members 
Entering Unmasked Estep 
Score: -12199038.000000 Penalty: 5816.373535
	Iteration 234Q: 3 clusters Score -1.219904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 121097 members 
Entering Unmasked Estep 
Score: -12199040.000000 Penalty: 5816.373535
	Iteration 235Q: 3 clusters Score -1.219904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -12199038.000000 Penalty: 5816.373535
	Iteration 236Q: 3 clusters Score -1.219904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -12199034.000000 Penalty: 5816.373535
	Iteration 237Q: 3 clusters Score -1.219903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -12199034.000000 Penalty: 5816.373535
	Iteration 238Q: 3 clusters Score -1.219903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -12199033.000000 Penalty: 5816.373535
	Iteration 239Q: 3 clusters Score -1.219903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -12199037.000000 Penalty: 5816.373535
	Iteration 240F: 3 clusters Score -1.219904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Entering Unmasked Estep 
Score: -13929337.000000 Penalty: 2986.477295
	Iteration 0F: 2 clusters Score -1.392934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -13815511.000000 Penalty: 5972.954590
	Iteration 0F: 3 clusters Score -1.381551e+07 nChanged 81447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 94990 members 
Entering Unmasked Estep 
Score: -13863656.000000 Penalty: 5972.954590
	Iteration 1F: 3 clusters Score -1.386366e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -13866323.000000 Penalty: 5972.954590
	Iteration 2Q: 3 clusters Score -1.386632e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 110752 members 
Entering Unmasked Estep 
Score: -13871890.000000 Penalty: 5972.954590
	Iteration 3F: 3 clusters Score -1.387189e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -13882765.000000 Penalty: 5972.954590
	Iteration 4F: 3 clusters Score -1.388276e+07 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 140748 members 
Entering Unmasked Estep 
Score: -13898313.000000 Penalty: 5972.954590
	Iteration 5F: 3 clusters Score -1.389831e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -13912719.000000 Penalty: 5972.954590
	Iteration 6F: 3 clusters Score -1.391272e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -13921558.000000 Penalty: 5972.954590
	Iteration 7F: 3 clusters Score -1.392156e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -13925255.000000 Penalty: 5972.954590
	Iteration 8Q: 3 clusters Score -1.392526e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -13926492.000000 Penalty: 5972.954590
	Iteration 9Q: 3 clusters Score -1.392649e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 168581 members 
Entering Unmasked Estep 
Score: -13926863.000000 Penalty: 5972.954590
	Iteration 10Q: 3 clusters Score -1.392686e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 168618 members 
Entering Unmasked Estep 
Score: -13927003.000000 Penalty: 5972.954590
	Iteration 11Q: 3 clusters Score -1.3927e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -13927091.000000 Penalty: 5972.954590
	Iteration 12Q: 3 clusters Score -1.392709e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 168637 members 
Entering Unmasked Estep 
Score: -13927130.000000 Penalty: 5972.954590
	Iteration 13Q: 3 clusters Score -1.392713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 168646 members 
Entering Unmasked Estep 
Score: -13927142.000000 Penalty: 5972.954590
	Iteration 14Q: 3 clusters Score -1.392714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -13927151.000000 Penalty: 5972.954590
	Iteration 15Q: 3 clusters Score -1.392715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -13927165.000000 Penalty: 5972.954590
	Iteration 16Q: 3 clusters Score -1.392716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 168659 members 
Entering Unmasked Estep 
Score: -13927174.000000 Penalty: 5972.954590
	Iteration 17Q: 3 clusters Score -1.392717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -13927185.000000 Penalty: 5972.954590
	Iteration 18Q: 3 clusters Score -1.392718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -13927186.000000 Penalty: 5972.954590
	Iteration 19Q: 3 clusters Score -1.392719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -13927188.000000 Penalty: 5972.954590
	Iteration 20F: 3 clusters Score -1.392719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -13927195.000000 Penalty: 5972.954590
	Iteration 21Q: 3 clusters Score -1.39272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -13927185.000000 Penalty: 5972.954590
	Iteration 22Q: 3 clusters Score -1.392718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -13927186.000000 Penalty: 5972.954590
	Iteration 23Q: 3 clusters Score -1.392719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -13927195.000000 Penalty: 5972.954590
	Iteration 24Q: 3 clusters Score -1.39272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -13927191.000000 Penalty: 5972.954590
	Iteration 25Q: 3 clusters Score -1.392719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 168670 members 
Entering Unmasked Estep 
Score: -13927196.000000 Penalty: 5972.954590
	Iteration 26Q: 3 clusters Score -1.39272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 168671 members 
Entering Unmasked Estep 
Score: -13927196.000000 Penalty: 5972.954590
	Iteration 27Q: 3 clusters Score -1.39272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 168671 members 
Entering Unmasked Estep 
Score: -13927213.000000 Penalty: 5972.954590
	Iteration 28Q: 3 clusters Score -1.392721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 168671 members 
Entering Unmasked Estep 
Score: -13927213.000000 Penalty: 5972.954590
	Iteration 29Q: 3 clusters Score -1.392721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 168671 members 
Entering Unmasked Estep 
Score: -13927213.000000 Penalty: 5972.954590
	Iteration 30F: 3 clusters Score -1.392721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Entering Unmasked Estep 
Score: -9169216.000000 Penalty: 2821.291992
	Iteration 0F: 2 clusters Score -9169216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -9113205.000000 Penalty: 5642.583984
	Iteration 0F: 3 clusters Score -9113205 nChanged 41005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9136416.000000 Penalty: 5642.583984
	Iteration 1F: 3 clusters Score -9136416 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -9137120.000000 Penalty: 5642.583984
	Iteration 2Q: 3 clusters Score -9137120 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -9137802.000000 Penalty: 5642.583984
	Iteration 3Q: 3 clusters Score -9137802 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -9138819.000000 Penalty: 5642.583984
	Iteration 4Q: 3 clusters Score -9138819 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -9140083.000000 Penalty: 5642.583984
	Iteration 5Q: 3 clusters Score -9140083 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -9141637.000000 Penalty: 5642.583984
	Iteration 6Q: 3 clusters Score -9141637 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -9143832.000000 Penalty: 5642.583984
	Iteration 7Q: 3 clusters Score -9143832 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -9146647.000000 Penalty: 5642.583984
	Iteration 8F: 3 clusters Score -9146647 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9149975.000000 Penalty: 5642.583984
	Iteration 9F: 3 clusters Score -9149975 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -9153251.000000 Penalty: 5642.583984
	Iteration 10F: 3 clusters Score -9153251 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -9155735.000000 Penalty: 5642.583984
	Iteration 11F: 3 clusters Score -9155735 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -9157166.000000 Penalty: 5642.583984
	Iteration 12Q: 3 clusters Score -9157166 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -9157800.000000 Penalty: 5642.583984
	Iteration 13Q: 3 clusters Score -9157800 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -9158168.000000 Penalty: 5642.583984
	Iteration 14Q: 3 clusters Score -9158168 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -9158381.000000 Penalty: 5642.583984
	Iteration 15Q: 3 clusters Score -9158381 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9158587 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9158736 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9158920 nChanged 774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9159030 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9159208 nChanged 806
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9159346 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9159533 nChanged 808
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9159677 nChanged 781
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Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9159875 nChanged 789
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Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -9160009.000000 Penalty: 5642.583984
	Iteration 25Q: 3 clusters Score -9160009 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9160195 nChanged 799
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9160339 nChanged 795
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9160481 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9160671 nChanged 739
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Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9160863 nChanged 662
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Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9160984 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9161044 nChanged 612
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Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9161121 nChanged 587
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Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9161185 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9161260 nChanged 558
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9161312 nChanged 525
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Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9161366 nChanged 536
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Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9161443 nChanged 525
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Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9161468 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9161489 nChanged 516
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Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9161537 nChanged 552
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Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9161630 nChanged 564
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Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9161723 nChanged 584
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Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9161808 nChanged 596
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Mstep: Class 1 contains 40185 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9161868 nChanged 578
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Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9162041 nChanged 528
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Mstep: Class 1 contains 39602 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9162175 nChanged 439
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Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9162179 nChanged 410
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Mstep: Class 1 contains 39127 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9162173 nChanged 379
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Mstep: Class 1 contains 39024 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9162232 nChanged 363
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Mstep: Class 1 contains 38929 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9162239 nChanged 311
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38696 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9162285 nChanged 248
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9162330 nChanged 243
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	Iteration 62Q: 3 clusters Score -9162330 nChanged 251
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9162319 nChanged 233
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9162350 nChanged 212
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9162350 nChanged 207
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9162314 nChanged 207
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9162322 nChanged 198
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9162312 nChanged 190
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9162313 nChanged 215
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9162384 nChanged 194
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9162402 nChanged 195
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9162435 nChanged 168
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9162448 nChanged 175
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9162457 nChanged 144
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	Iteration 78Q: 3 clusters Score -9162428 nChanged 121
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	Iteration 79Q: 3 clusters Score -9162439 nChanged 122
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9162456 nChanged 133
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	Iteration 81Q: 3 clusters Score -9162447 nChanged 131
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9162473 nChanged 137
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	Iteration 83Q: 3 clusters Score -9162464 nChanged 137
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	Iteration 89Q: 3 clusters Score -9162449 nChanged 121
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Entering Unmasked Estep 
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Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9162775 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9162817 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9162866 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9162933 nChanged 280
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Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9162929 nChanged 314
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Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9162947 nChanged 299
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Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9162961 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9162995 nChanged 316
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Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9163033 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9163062 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9163141 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9163167 nChanged 304
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Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9163185 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9163237 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9163278 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9163317 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9163367 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9163476 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9163487 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9163603 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9163611 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9163653 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9163671 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9163682 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9163722 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9163733 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -9163757.000000 Penalty: 5642.583984
	Iteration 133Q: 3 clusters Score -9163757 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9163781 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9163811 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -9163840.000000 Penalty: 5642.583984
	Iteration 136Q: 3 clusters Score -9163840 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9163855 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9163876 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9163869 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9163873 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9163899 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9163915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9163924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -9163936.000000 Penalty: 5642.583984
	Iteration 144Q: 3 clusters Score -9163936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -9163945.000000 Penalty: 5642.583984
	Iteration 145Q: 3 clusters Score -9163945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -9163938.000000 Penalty: 5642.583984
	Iteration 146Q: 3 clusters Score -9163938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -9163935.000000 Penalty: 5642.583984
	Iteration 147Q: 3 clusters Score -9163935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -9163935.000000 Penalty: 5642.583984
	Iteration 148Q: 3 clusters Score -9163935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9163948.000000 Penalty: 5642.583984
	Iteration 149Q: 3 clusters Score -9163948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -9163964.000000 Penalty: 5642.583984
	Iteration 150Q: 3 clusters Score -9163964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -9163961.000000 Penalty: 5642.583984
	Iteration 151Q: 3 clusters Score -9163961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -9163968.000000 Penalty: 5642.583984
	Iteration 152Q: 3 clusters Score -9163968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -9163955.000000 Penalty: 5642.583984
	Iteration 153Q: 3 clusters Score -9163955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9163947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -9163958.000000 Penalty: 5642.583984
	Iteration 155Q: 3 clusters Score -9163958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -9163965.000000 Penalty: 5642.583984
	Iteration 156Q: 3 clusters Score -9163965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9163958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -9163951.000000 Penalty: 5642.583984
	Iteration 158Q: 3 clusters Score -9163951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -9163955.000000 Penalty: 5642.583984
	Iteration 159Q: 3 clusters Score -9163955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -9163957.000000 Penalty: 5642.583984
	Iteration 160F: 3 clusters Score -9163957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -9163948.000000 Penalty: 5642.583984
	Iteration 161Q: 3 clusters Score -9163948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -9163954.000000 Penalty: 5642.583984
	Iteration 162Q: 3 clusters Score -9163954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -9163962.000000 Penalty: 5642.583984
	Iteration 163Q: 3 clusters Score -9163962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9163958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9163960.000000 Penalty: 5642.583984
	Iteration 165Q: 3 clusters Score -9163960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9163955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9163951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -9163945.000000 Penalty: 5642.583984
	Iteration 168Q: 3 clusters Score -9163945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -9163946.000000 Penalty: 5642.583984
	Iteration 169Q: 3 clusters Score -9163946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -9163952.000000 Penalty: 5642.583984
	Iteration 170Q: 3 clusters Score -9163952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -9163941.000000 Penalty: 5642.583984
	Iteration 171Q: 3 clusters Score -9163941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -9163937.000000 Penalty: 5642.583984
	Iteration 172Q: 3 clusters Score -9163937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -9163942.000000 Penalty: 5642.583984
	Iteration 173Q: 3 clusters Score -9163942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -9163942.000000 Penalty: 5642.583984
	Iteration 174Q: 3 clusters Score -9163942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -9163942.000000 Penalty: 5642.583984
	Iteration 175Q: 3 clusters Score -9163942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -9163942.000000 Penalty: 5642.583984
	Iteration 176Q: 3 clusters Score -9163942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -9163943.000000 Penalty: 5642.583984
	Iteration 177Q: 3 clusters Score -9163943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -9163947.000000 Penalty: 5642.583984
	Iteration 178Q: 3 clusters Score -9163947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -9163951.000000 Penalty: 5642.583984
	Iteration 179Q: 3 clusters Score -9163951 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -9163961.000000 Penalty: 5642.583984
	Iteration 180F: 3 clusters Score -9163961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -9163945.000000 Penalty: 5642.583984
	Iteration 181Q: 3 clusters Score -9163945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -9163950.000000 Penalty: 5642.583984
	Iteration 182Q: 3 clusters Score -9163950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -9163956.000000 Penalty: 5642.583984
	Iteration 183Q: 3 clusters Score -9163956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -9163954.000000 Penalty: 5642.583984
	Iteration 184Q: 3 clusters Score -9163954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -9163944.000000 Penalty: 5642.583984
	Iteration 185Q: 3 clusters Score -9163944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9163944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -9163948.000000 Penalty: 5642.583984
	Iteration 187Q: 3 clusters Score -9163948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -9163952.000000 Penalty: 5642.583984
	Iteration 188Q: 3 clusters Score -9163952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -9163952.000000 Penalty: 5642.583984
	Iteration 189Q: 3 clusters Score -9163952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -9163950.000000 Penalty: 5642.583984
	Iteration 190Q: 3 clusters Score -9163950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9163950 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
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	Iteration 192F: 3 clusters Score -9163950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -199140.406250 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -199140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -196161.812500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -196161.8 nChanged 858
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -196740.9 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -196887.6 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -196961.203125 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -196961.2 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -197020.812500 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -197020.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -197080.171875 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -197080.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -197122.250000 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -197122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -197147.546875 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -197147.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -197169.968750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -197170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -197186.578125 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -197186.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -197199.328125 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -197199.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -197211.375000 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -197211.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -197219.718750 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -197219.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -197225.765625 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -197225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -197231.250000 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -197231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -197237.812500 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -197237.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -197246.359375 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -197246.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197258.671875 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -197258.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -197266.640625 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -197266.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197276.250000 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -197276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -197287.656250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -197287.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -197300.125000 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -197300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -197314.875000 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -197314.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -197329.203125 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -197329.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -197344.031250 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -197344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -197357.171875 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -197357.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -197372.343750 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -197372.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -197383.187500 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -197383.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -197395.328125 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -197395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -197405.578125 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -197405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -197413.328125 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -197413.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -197421.828125 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -197421.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197431.125000 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -197431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -197437.328125 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -197437.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -197447.093750 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -197447.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -197453.656250 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -197453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -197460.171875 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -197460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -197465.062500 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -197465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197468.781250 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -197468.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -197476.296875 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -197476.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197485.781250 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -197485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197493.031250 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -197493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197501.031250 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -197501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -197503.640625 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -197503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197505.968750 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -197506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197508.343750 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -197508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -197510.109375 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -197510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197511.046875 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -197511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197512.796875 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -197512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -197516.875000 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -197516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -197522.125000 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -197522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -197526.937500 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -197526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -197531.828125 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -197531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -197536.328125 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -197536.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -197539.578125 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -197539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -197542.062500 Penalty: 3894.424072
	Iteration 55Q: 3 clusters Score -197542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -197545.046875 Penalty: 3894.424072
	Iteration 56Q: 3 clusters Score -197545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -197548.734375 Penalty: 3894.424072
	Iteration 57Q: 3 clusters Score -197548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -197553.515625 Penalty: 3894.424072
	Iteration 58Q: 3 clusters Score -197553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197555.890625 Penalty: 3894.424072
	Iteration 59Q: 3 clusters Score -197555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197561.578125 Penalty: 3894.424072
	Iteration 60F: 3 clusters Score -197561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -197569.640625 Penalty: 3894.424072
	Iteration 61Q: 3 clusters Score -197569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -197577.734375 Penalty: 3894.424072
	Iteration 62Q: 3 clusters Score -197577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -197585.812500 Penalty: 3894.424072
	Iteration 63Q: 3 clusters Score -197585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197587.828125 Penalty: 3894.424072
	Iteration 64Q: 3 clusters Score -197587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -197590.671875 Penalty: 3894.424072
	Iteration 65Q: 3 clusters Score -197590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -197594.046875 Penalty: 3894.424072
	Iteration 66Q: 3 clusters Score -197594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -197597.421875 Penalty: 3894.424072
	Iteration 67Q: 3 clusters Score -197597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -197601.593750 Penalty: 3894.424072
	Iteration 68Q: 3 clusters Score -197601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -197608.703125 Penalty: 3894.424072
	Iteration 69Q: 3 clusters Score -197608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197610.765625 Penalty: 3894.424072
	Iteration 70Q: 3 clusters Score -197610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197611.718750 Penalty: 3894.424072
	Iteration 71Q: 3 clusters Score -197611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -197612.703125 Penalty: 3894.424072
	Iteration 72Q: 3 clusters Score -197612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197613.578125 Penalty: 3894.424072
	Iteration 73Q: 3 clusters Score -197613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197614.312500 Penalty: 3894.424072
	Iteration 74Q: 3 clusters Score -197614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197614.812500 Penalty: 3894.424072
	Iteration 75Q: 3 clusters Score -197614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197615.203125 Penalty: 3894.424072
	Iteration 76Q: 3 clusters Score -197615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197615.203125 Penalty: 3894.424072
	Iteration 77F: 3 clusters Score -197615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -177195.375000 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -177195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -174387.156250 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -174387.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -174999.296875 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -174999.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -175231.453125 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -175231.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -175380.609375 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -175380.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -175487.250000 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -175487.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175571.078125 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -175571.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -175636.546875 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -175636.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -175701.546875 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -175701.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175768.421875 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -175768.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -175818.796875 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -175818.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175852.390625 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -175852.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -175874.515625 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -175874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -175888.453125 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -175888.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -175897.453125 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -175897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175904.171875 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -175904.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -175915.453125 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -175915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175920.812500 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -175920.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -175925.921875 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -175925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -175928.796875 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -175928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175933.546875 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -175933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175935.640625 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -175935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175937.343750 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -175937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175940.078125 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -175940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175943.218750 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -175943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175945.562500 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -175945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -175949.656250 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -175949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -175953.890625 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -175953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -175956.437500 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -175956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -175959.859375 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -175959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175961.000000 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -175961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175962.343750 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -175962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -175963.734375 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -175963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175965.156250 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -175965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175965.921875 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -175965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -175966.062500 Penalty: 3844.304932
	Iteration 34Q: 3 clusters Score -175966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -175966.062500 Penalty: 3844.304932
	Iteration 35F: 3 clusters Score -175966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Entering Unmasked Estep 
Score: -1370368.750000 Penalty: 2423.769775
	Iteration 0F: 2 clusters Score -1370369 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 8939 members 
Entering Unmasked Estep 
Score: -1357885.250000 Penalty: 4847.539551
	Iteration 0F: 3 clusters Score -1357885 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1362044.750000 Penalty: 4847.539551
	Iteration 1F: 3 clusters Score -1362045 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1362612.500000 Penalty: 4847.539551
	Iteration 2F: 3 clusters Score -1362612 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1363171.375000 Penalty: 4847.539551
	Iteration 3F: 3 clusters Score -1363171 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1363691.000000 Penalty: 4847.539551
	Iteration 4F: 3 clusters Score -1363691 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1364269.750000 Penalty: 4847.539551
	Iteration 5F: 3 clusters Score -1364270 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1364859.000000 Penalty: 4847.539551
	Iteration 6F: 3 clusters Score -1364859 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1365518.000000 Penalty: 4847.539551
	Iteration 7F: 3 clusters Score -1365518 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1366163.000000 Penalty: 4847.539551
	Iteration 8Q: 3 clusters Score -1366163 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1366831.375000 Penalty: 4847.539551
	Iteration 9Q: 3 clusters Score -1366831 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1367492.250000 Penalty: 4847.539551
	Iteration 10Q: 3 clusters Score -1367492 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1368018.750000 Penalty: 4847.539551
	Iteration 11Q: 3 clusters Score -1368019 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1368343.375000 Penalty: 4847.539551
	Iteration 12Q: 3 clusters Score -1368343 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1368573.000000 Penalty: 4847.539551
	Iteration 13Q: 3 clusters Score -1368573 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1368727.875000 Penalty: 4847.539551
	Iteration 14Q: 3 clusters Score -1368728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1368813.250000 Penalty: 4847.539551
	Iteration 15Q: 3 clusters Score -1368813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1368862.875000 Penalty: 4847.539551
	Iteration 16Q: 3 clusters Score -1368863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1368889.500000 Penalty: 4847.539551
	Iteration 17Q: 3 clusters Score -1368890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1368907.500000 Penalty: 4847.539551
	Iteration 18Q: 3 clusters Score -1368908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1368920.250000 Penalty: 4847.539551
	Iteration 19Q: 3 clusters Score -1368920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1368930.750000 Penalty: 4847.539551
	Iteration 20F: 3 clusters Score -1368931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1368941.500000 Penalty: 4847.539551
	Iteration 21Q: 3 clusters Score -1368942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1368944.500000 Penalty: 4847.539551
	Iteration 22Q: 3 clusters Score -1368944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1368952.875000 Penalty: 4847.539551
	Iteration 23Q: 3 clusters Score -1368953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1368958.875000 Penalty: 4847.539551
	Iteration 24Q: 3 clusters Score -1368959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1368960.875000 Penalty: 4847.539551
	Iteration 25Q: 3 clusters Score -1368961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1368962.000000 Penalty: 4847.539551
	Iteration 26Q: 3 clusters Score -1368962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1368963.750000 Penalty: 4847.539551
	Iteration 27Q: 3 clusters Score -1368964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1368966.750000 Penalty: 4847.539551
	Iteration 28Q: 3 clusters Score -1368967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1368965.250000 Penalty: 4847.539551
	Iteration 29Q: 3 clusters Score -1368965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1368967.500000 Penalty: 4847.539551
	Iteration 30Q: 3 clusters Score -1368968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1368975.750000 Penalty: 4847.539551
	Iteration 31Q: 3 clusters Score -1368976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1368980.625000 Penalty: 4847.539551
	Iteration 32Q: 3 clusters Score -1368981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1368982.625000 Penalty: 4847.539551
	Iteration 33Q: 3 clusters Score -1368983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1368984.750000 Penalty: 4847.539551
	Iteration 34Q: 3 clusters Score -1368985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1368984.125000 Penalty: 4847.539551
	Iteration 35Q: 3 clusters Score -1368984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1368987.625000 Penalty: 4847.539551
	Iteration 36Q: 3 clusters Score -1368988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1368988.750000 Penalty: 4847.539551
	Iteration 37Q: 3 clusters Score -1368989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1368990.375000 Penalty: 4847.539551
	Iteration 38Q: 3 clusters Score -1368990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1368990.375000 Penalty: 4847.539551
	Iteration 39F: 3 clusters Score -1368990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -482332.531250 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -482332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -477056.000000 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -477056 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -478364.937500 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -478364.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -478612.656250 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -478612.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -478772.531250 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -478772.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -478902.593750 Penalty: 4327.690430
	Iteration 4Q: 3 clusters Score -478902.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -479011.375000 Penalty: 4327.690430
	Iteration 5Q: 3 clusters Score -479011.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -479107.281250 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -479107.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -479221.500000 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -479221.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -479326.843750 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -479326.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -479436.187500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -479436.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -479537.375000 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -479537.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -479616.468750 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -479616.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -479689.187500 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -479689.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -479763.437500 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -479763.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -479853.406250 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -479853.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -479953.062500 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -479953.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -480050.093750 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -480050.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -480133.718750 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -480133.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -480202.781250 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -480202.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -480263.125000 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -480263.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -480321.437500 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -480321.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -480387.781250 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -480387.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -480437.406250 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -480437.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -480478.781250 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -480478.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -480516.875000 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -480516.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -480544.718750 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -480544.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -480570.812500 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -480570.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -480590.250000 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -480590.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -480606.156250 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -480606.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -480618.343750 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -480618.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -480628.343750 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -480628.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -480638.687500 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -480638.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -480654.437500 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -480654.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -480667.406250 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -480667.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -480681.625000 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -480681.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -480691.281250 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -480691.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -480698.843750 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -480698.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -480709.843750 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -480709.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -480720.625000 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -480720.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -480728.937500 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -480728.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -480736.281250 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -480736.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -480745.125000 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -480745.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -480754.593750 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -480754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -480761.156250 Penalty: 4327.690430
	Iteration 43Q: 3 clusters Score -480761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -480768.125000 Penalty: 4327.690430
	Iteration 44Q: 3 clusters Score -480768.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -480774.562500 Penalty: 4327.690430
	Iteration 45Q: 3 clusters Score -480774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -480779.625000 Penalty: 4327.690430
	Iteration 46Q: 3 clusters Score -480779.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -480784.531250 Penalty: 4327.690430
	Iteration 47Q: 3 clusters Score -480784.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -480789.812500 Penalty: 4327.690430
	Iteration 48Q: 3 clusters Score -480789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -480795.750000 Penalty: 4327.690430
	Iteration 49Q: 3 clusters Score -480795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -480801.062500 Penalty: 4327.690430
	Iteration 50Q: 3 clusters Score -480801.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -480806.437500 Penalty: 4327.690430
	Iteration 51Q: 3 clusters Score -480806.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -480810.250000 Penalty: 4327.690430
	Iteration 52Q: 3 clusters Score -480810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -480812.187500 Penalty: 4327.690430
	Iteration 53Q: 3 clusters Score -480812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -480814.968750 Penalty: 4327.690430
	Iteration 54Q: 3 clusters Score -480815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -480816.625000 Penalty: 4327.690430
	Iteration 55Q: 3 clusters Score -480816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -480817.750000 Penalty: 4327.690430
	Iteration 56Q: 3 clusters Score -480817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -480817.906250 Penalty: 4327.690430
	Iteration 57Q: 3 clusters Score -480817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -480817.906250 Penalty: 4327.690430
	Iteration 58F: 3 clusters Score -480817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Entering Unmasked Estep 
Score: -1359720.500000 Penalty: 2442.572754
	Iteration 0F: 2 clusters Score -1359720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1346254.625000 Penalty: 4885.145508
	Iteration 0F: 3 clusters Score -1346255 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1351241.500000 Penalty: 4885.145508
	Iteration 1F: 3 clusters Score -1351242 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1352002.375000 Penalty: 4885.145508
	Iteration 2F: 3 clusters Score -1352002 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1352718.375000 Penalty: 4885.145508
	Iteration 3F: 3 clusters Score -1352718 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1353334.375000 Penalty: 4885.145508
	Iteration 4F: 3 clusters Score -1353334 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1353871.500000 Penalty: 4885.145508
	Iteration 5F: 3 clusters Score -1353872 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1354330.375000 Penalty: 4885.145508
	Iteration 6Q: 3 clusters Score -1354330 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1354729.625000 Penalty: 4885.145508
	Iteration 7Q: 3 clusters Score -1354730 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1355115.000000 Penalty: 4885.145508
	Iteration 8Q: 3 clusters Score -1355115 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1355571.000000 Penalty: 4885.145508
	Iteration 9Q: 3 clusters Score -1355571 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1356034.625000 Penalty: 4885.145508
	Iteration 10Q: 3 clusters Score -1356035 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1356387.000000 Penalty: 4885.145508
	Iteration 11Q: 3 clusters Score -1356387 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1356637.750000 Penalty: 4885.145508
	Iteration 12Q: 3 clusters Score -1356638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1356828.750000 Penalty: 4885.145508
	Iteration 13Q: 3 clusters Score -1356829 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1356946.875000 Penalty: 4885.145508
	Iteration 14Q: 3 clusters Score -1356947 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1357045.875000 Penalty: 4885.145508
	Iteration 15Q: 3 clusters Score -1357046 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1357122.250000 Penalty: 4885.145508
	Iteration 16Q: 3 clusters Score -1357122 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1357182.250000 Penalty: 4885.145508
	Iteration 17Q: 3 clusters Score -1357182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1357239.875000 Penalty: 4885.145508
	Iteration 18Q: 3 clusters Score -1357240 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1357305.125000 Penalty: 4885.145508
	Iteration 19Q: 3 clusters Score -1357305 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1357351.625000 Penalty: 4885.145508
	Iteration 20F: 3 clusters Score -1357352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1357406.375000 Penalty: 4885.145508
	Iteration 21Q: 3 clusters Score -1357406 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1357455.000000 Penalty: 4885.145508
	Iteration 22Q: 3 clusters Score -1357455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1357498.375000 Penalty: 4885.145508
	Iteration 23Q: 3 clusters Score -1357498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1357541.875000 Penalty: 4885.145508
	Iteration 24Q: 3 clusters Score -1357542 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1357576.125000 Penalty: 4885.145508
	Iteration 25Q: 3 clusters Score -1357576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1357602.125000 Penalty: 4885.145508
	Iteration 26Q: 3 clusters Score -1357602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1357617.375000 Penalty: 4885.145508
	Iteration 27Q: 3 clusters Score -1357617 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1357632.500000 Penalty: 4885.145508
	Iteration 28Q: 3 clusters Score -1357632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1357646.750000 Penalty: 4885.145508
	Iteration 29Q: 3 clusters Score -1357647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1357661.375000 Penalty: 4885.145508
	Iteration 30Q: 3 clusters Score -1357661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1357668.875000 Penalty: 4885.145508
	Iteration 31Q: 3 clusters Score -1357669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1357673.125000 Penalty: 4885.145508
	Iteration 32Q: 3 clusters Score -1357673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1357680.625000 Penalty: 4885.145508
	Iteration 33Q: 3 clusters Score -1357681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1357689.875000 Penalty: 4885.145508
	Iteration 34Q: 3 clusters Score -1357690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1357697.625000 Penalty: 4885.145508
	Iteration 35Q: 3 clusters Score -1357698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1357705.500000 Penalty: 4885.145508
	Iteration 36Q: 3 clusters Score -1357706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1357714.000000 Penalty: 4885.145508
	Iteration 37Q: 3 clusters Score -1357714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1357727.500000 Penalty: 4885.145508
	Iteration 38Q: 3 clusters Score -1357728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1357733.000000 Penalty: 4885.145508
	Iteration 39Q: 3 clusters Score -1357733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1357742.750000 Penalty: 4885.145508
	Iteration 40F: 3 clusters Score -1357743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1357750.000000 Penalty: 4885.145508
	Iteration 41Q: 3 clusters Score -1357750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1357767.750000 Penalty: 4885.145508
	Iteration 42Q: 3 clusters Score -1357768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1357777.625000 Penalty: 4885.145508
	Iteration 43Q: 3 clusters Score -1357778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1357781.500000 Penalty: 4885.145508
	Iteration 44Q: 3 clusters Score -1357782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1357797.125000 Penalty: 4885.145508
	Iteration 45Q: 3 clusters Score -1357797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1357807.500000 Penalty: 4885.145508
	Iteration 46Q: 3 clusters Score -1357808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1357824.625000 Penalty: 4885.145508
	Iteration 47Q: 3 clusters Score -1357825 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1357839.625000 Penalty: 4885.145508
	Iteration 48Q: 3 clusters Score -1357840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1357850.875000 Penalty: 4885.145508
	Iteration 49Q: 3 clusters Score -1357851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1357869.625000 Penalty: 4885.145508
	Iteration 50Q: 3 clusters Score -1357870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1357886.500000 Penalty: 4885.145508
	Iteration 51Q: 3 clusters Score -1357886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1357896.000000 Penalty: 4885.145508
	Iteration 52Q: 3 clusters Score -1357896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1357909.500000 Penalty: 4885.145508
	Iteration 53Q: 3 clusters Score -1357910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1357917.250000 Penalty: 4885.145508
	Iteration 54Q: 3 clusters Score -1357917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1357928.875000 Penalty: 4885.145508
	Iteration 55Q: 3 clusters Score -1357929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1357941.375000 Penalty: 4885.145508
	Iteration 56Q: 3 clusters Score -1357941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1357956.500000 Penalty: 4885.145508
	Iteration 57Q: 3 clusters Score -1357956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1357978.875000 Penalty: 4885.145508
	Iteration 58Q: 3 clusters Score -1357979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1357990.875000 Penalty: 4885.145508
	Iteration 59Q: 3 clusters Score -1357991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1358009.000000 Penalty: 4885.145508
	Iteration 60F: 3 clusters Score -1358009 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1358026.250000 Penalty: 4885.145508
	Iteration 61Q: 3 clusters Score -1358026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1358048.000000 Penalty: 4885.145508
	Iteration 62Q: 3 clusters Score -1358048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1358064.250000 Penalty: 4885.145508
	Iteration 63Q: 3 clusters Score -1358064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1358089.250000 Penalty: 4885.145508
	Iteration 64Q: 3 clusters Score -1358089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1358098.375000 Penalty: 4885.145508
	Iteration 65Q: 3 clusters Score -1358098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1358107.625000 Penalty: 4885.145508
	Iteration 66Q: 3 clusters Score -1358108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1358121.250000 Penalty: 4885.145508
	Iteration 67Q: 3 clusters Score -1358121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1358134.875000 Penalty: 4885.145508
	Iteration 68Q: 3 clusters Score -1358135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1358147.250000 Penalty: 4885.145508
	Iteration 69Q: 3 clusters Score -1358147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1358156.125000 Penalty: 4885.145508
	Iteration 70Q: 3 clusters Score -1358156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1358164.000000 Penalty: 4885.145508
	Iteration 71Q: 3 clusters Score -1358164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1358175.500000 Penalty: 4885.145508
	Iteration 72Q: 3 clusters Score -1358176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1358188.750000 Penalty: 4885.145508
	Iteration 73Q: 3 clusters Score -1358189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1358199.000000 Penalty: 4885.145508
	Iteration 74Q: 3 clusters Score -1358199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1358211.625000 Penalty: 4885.145508
	Iteration 75Q: 3 clusters Score -1358212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1358224.375000 Penalty: 4885.145508
	Iteration 76Q: 3 clusters Score -1358224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1358234.625000 Penalty: 4885.145508
	Iteration 77Q: 3 clusters Score -1358235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1358241.375000 Penalty: 4885.145508
	Iteration 78Q: 3 clusters Score -1358241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1358251.625000 Penalty: 4885.145508
	Iteration 79Q: 3 clusters Score -1358252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1358268.125000 Penalty: 4885.145508
	Iteration 80F: 3 clusters Score -1358268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1358275.500000 Penalty: 4885.145508
	Iteration 81Q: 3 clusters Score -1358276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1358282.000000 Penalty: 4885.145508
	Iteration 82Q: 3 clusters Score -1358282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1358289.625000 Penalty: 4885.145508
	Iteration 83Q: 3 clusters Score -1358290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1358301.375000 Penalty: 4885.145508
	Iteration 84Q: 3 clusters Score -1358301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1358313.000000 Penalty: 4885.145508
	Iteration 85Q: 3 clusters Score -1358313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1358312.625000 Penalty: 4885.145508
	Iteration 86Q: 3 clusters Score -1358313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1358323.125000 Penalty: 4885.145508
	Iteration 87Q: 3 clusters Score -1358323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1358333.375000 Penalty: 4885.145508
	Iteration 88Q: 3 clusters Score -1358333 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1358354.750000 Penalty: 4885.145508
	Iteration 89Q: 3 clusters Score -1358355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1358364.000000 Penalty: 4885.145508
	Iteration 90Q: 3 clusters Score -1358364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1358376.750000 Penalty: 4885.145508
	Iteration 91Q: 3 clusters Score -1358377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1358384.875000 Penalty: 4885.145508
	Iteration 92Q: 3 clusters Score -1358385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1358395.500000 Penalty: 4885.145508
	Iteration 93Q: 3 clusters Score -1358396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1358408.250000 Penalty: 4885.145508
	Iteration 94Q: 3 clusters Score -1358408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1358419.375000 Penalty: 4885.145508
	Iteration 95Q: 3 clusters Score -1358419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1358432.250000 Penalty: 4885.145508
	Iteration 96Q: 3 clusters Score -1358432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1358437.625000 Penalty: 4885.145508
	Iteration 97Q: 3 clusters Score -1358438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1358448.250000 Penalty: 4885.145508
	Iteration 98Q: 3 clusters Score -1358448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1358460.750000 Penalty: 4885.145508
	Iteration 99Q: 3 clusters Score -1358461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1358473.000000 Penalty: 4885.145508
	Iteration 100F: 3 clusters Score -1358473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1358476.625000 Penalty: 4885.145508
	Iteration 101Q: 3 clusters Score -1358477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1358485.125000 Penalty: 4885.145508
	Iteration 102Q: 3 clusters Score -1358485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1358494.750000 Penalty: 4885.145508
	Iteration 103Q: 3 clusters Score -1358495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1358501.250000 Penalty: 4885.145508
	Iteration 104Q: 3 clusters Score -1358501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1358508.000000 Penalty: 4885.145508
	Iteration 105Q: 3 clusters Score -1358508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1358512.125000 Penalty: 4885.145508
	Iteration 106Q: 3 clusters Score -1358512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1358517.375000 Penalty: 4885.145508
	Iteration 107Q: 3 clusters Score -1358517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1358520.875000 Penalty: 4885.145508
	Iteration 108Q: 3 clusters Score -1358521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1358519.875000 Penalty: 4885.145508
	Iteration 109Q: 3 clusters Score -1358520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1358523.625000 Penalty: 4885.145508
	Iteration 110Q: 3 clusters Score -1358524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1358527.375000 Penalty: 4885.145508
	Iteration 111Q: 3 clusters Score -1358527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1358529.375000 Penalty: 4885.145508
	Iteration 112Q: 3 clusters Score -1358529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1358537.500000 Penalty: 4885.145508
	Iteration 113Q: 3 clusters Score -1358538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1358536.125000 Penalty: 4885.145508
	Iteration 114Q: 3 clusters Score -1358536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1358540.750000 Penalty: 4885.145508
	Iteration 115Q: 3 clusters Score -1358541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1358543.500000 Penalty: 4885.145508
	Iteration 116Q: 3 clusters Score -1358544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1358549.125000 Penalty: 4885.145508
	Iteration 117Q: 3 clusters Score -1358549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1358548.500000 Penalty: 4885.145508
	Iteration 118Q: 3 clusters Score -1358548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1358554.625000 Penalty: 4885.145508
	Iteration 119Q: 3 clusters Score -1358555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1358566.000000 Penalty: 4885.145508
	Iteration 120F: 3 clusters Score -1358566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1358570.875000 Penalty: 4885.145508
	Iteration 121Q: 3 clusters Score -1358571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1358580.250000 Penalty: 4885.145508
	Iteration 122Q: 3 clusters Score -1358580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1358585.000000 Penalty: 4885.145508
	Iteration 123Q: 3 clusters Score -1358585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1358593.875000 Penalty: 4885.145508
	Iteration 124Q: 3 clusters Score -1358594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1358603.250000 Penalty: 4885.145508
	Iteration 125Q: 3 clusters Score -1358603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1358610.750000 Penalty: 4885.145508
	Iteration 126Q: 3 clusters Score -1358611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1358617.000000 Penalty: 4885.145508
	Iteration 127Q: 3 clusters Score -1358617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1358624.375000 Penalty: 4885.145508
	Iteration 128Q: 3 clusters Score -1358624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1358629.250000 Penalty: 4885.145508
	Iteration 129Q: 3 clusters Score -1358629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1358635.250000 Penalty: 4885.145508
	Iteration 130Q: 3 clusters Score -1358635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1358644.500000 Penalty: 4885.145508
	Iteration 131Q: 3 clusters Score -1358644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1358644.375000 Penalty: 4885.145508
	Iteration 132Q: 3 clusters Score -1358644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1358647.625000 Penalty: 4885.145508
	Iteration 133Q: 3 clusters Score -1358648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1358654.500000 Penalty: 4885.145508
	Iteration 134Q: 3 clusters Score -1358654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1358654.250000 Penalty: 4885.145508
	Iteration 135Q: 3 clusters Score -1358654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1358660.000000 Penalty: 4885.145508
	Iteration 136Q: 3 clusters Score -1358660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1358665.625000 Penalty: 4885.145508
	Iteration 137Q: 3 clusters Score -1358666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1358667.375000 Penalty: 4885.145508
	Iteration 138Q: 3 clusters Score -1358667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1358676.000000 Penalty: 4885.145508
	Iteration 139Q: 3 clusters Score -1358676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1358676.250000 Penalty: 4885.145508
	Iteration 140F: 3 clusters Score -1358676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1358684.250000 Penalty: 4885.145508
	Iteration 141Q: 3 clusters Score -1358684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1358685.625000 Penalty: 4885.145508
	Iteration 142Q: 3 clusters Score -1358686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1358689.750000 Penalty: 4885.145508
	Iteration 143Q: 3 clusters Score -1358690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1358691.500000 Penalty: 4885.145508
	Iteration 144Q: 3 clusters Score -1358692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1358693.875000 Penalty: 4885.145508
	Iteration 145Q: 3 clusters Score -1358694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1358695.500000 Penalty: 4885.145508
	Iteration 146Q: 3 clusters Score -1358696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1358700.375000 Penalty: 4885.145508
	Iteration 147Q: 3 clusters Score -1358700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1358700.125000 Penalty: 4885.145508
	Iteration 148Q: 3 clusters Score -1358700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1358704.000000 Penalty: 4885.145508
	Iteration 149Q: 3 clusters Score -1358704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1358707.875000 Penalty: 4885.145508
	Iteration 150Q: 3 clusters Score -1358708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1358706.125000 Penalty: 4885.145508
	Iteration 151Q: 3 clusters Score -1358706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1358706.125000 Penalty: 4885.145508
	Iteration 152Q: 3 clusters Score -1358706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1358707.375000 Penalty: 4885.145508
	Iteration 153Q: 3 clusters Score -1358707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1358709.375000 Penalty: 4885.145508
	Iteration 154Q: 3 clusters Score -1358709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1358711.375000 Penalty: 4885.145508
	Iteration 155Q: 3 clusters Score -1358711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1358711.000000 Penalty: 4885.145508
	Iteration 156Q: 3 clusters Score -1358711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1358714.750000 Penalty: 4885.145508
	Iteration 157Q: 3 clusters Score -1358715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1358714.625000 Penalty: 4885.145508
	Iteration 158Q: 3 clusters Score -1358715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1358714.625000 Penalty: 4885.145508
	Iteration 159Q: 3 clusters Score -1358715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1358713.625000 Penalty: 4885.145508
	Iteration 160F: 3 clusters Score -1358714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1358715.750000 Penalty: 4885.145508
	Iteration 161Q: 3 clusters Score -1358716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1358721.000000 Penalty: 4885.145508
	Iteration 162Q: 3 clusters Score -1358721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1358725.125000 Penalty: 4885.145508
	Iteration 163Q: 3 clusters Score -1358725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1358725.125000 Penalty: 4885.145508
	Iteration 164Q: 3 clusters Score -1358725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1358727.250000 Penalty: 4885.145508
	Iteration 165Q: 3 clusters Score -1358727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1358729.250000 Penalty: 4885.145508
	Iteration 166Q: 3 clusters Score -1358729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1358731.000000 Penalty: 4885.145508
	Iteration 167Q: 3 clusters Score -1358731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1358736.500000 Penalty: 4885.145508
	Iteration 168Q: 3 clusters Score -1358736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1358738.625000 Penalty: 4885.145508
	Iteration 169Q: 3 clusters Score -1358739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1358738.250000 Penalty: 4885.145508
	Iteration 170Q: 3 clusters Score -1358738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1358741.125000 Penalty: 4885.145508
	Iteration 171Q: 3 clusters Score -1358741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1358746.500000 Penalty: 4885.145508
	Iteration 172Q: 3 clusters Score -1358746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1358745.250000 Penalty: 4885.145508
	Iteration 173Q: 3 clusters Score -1358745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1358747.125000 Penalty: 4885.145508
	Iteration 174Q: 3 clusters Score -1358747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1358746.750000 Penalty: 4885.145508
	Iteration 175Q: 3 clusters Score -1358747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1358750.375000 Penalty: 4885.145508
	Iteration 176Q: 3 clusters Score -1358750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1358750.875000 Penalty: 4885.145508
	Iteration 177Q: 3 clusters Score -1358751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1358753.875000 Penalty: 4885.145508
	Iteration 178Q: 3 clusters Score -1358754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1358752.125000 Penalty: 4885.145508
	Iteration 179Q: 3 clusters Score -1358752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1358753.250000 Penalty: 4885.145508
	Iteration 180F: 3 clusters Score -1358753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1358752.500000 Penalty: 4885.145508
	Iteration 181Q: 3 clusters Score -1358752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1358752.500000 Penalty: 4885.145508
	Iteration 182F: 3 clusters Score -1358752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Entering Unmasked Estep 
Score: -1126015.875000 Penalty: 2376.294922
	Iteration 0F: 2 clusters Score -1126016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1115510.250000 Penalty: 4752.589844
	Iteration 0F: 3 clusters Score -1115510 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1119322.000000 Penalty: 4752.589844
	Iteration 1F: 3 clusters Score -1119322 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1120148.625000 Penalty: 4752.589844
	Iteration 2F: 3 clusters Score -1120149 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1120894.750000 Penalty: 4752.589844
	Iteration 3F: 3 clusters Score -1120895 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1121549.625000 Penalty: 4752.589844
	Iteration 4F: 3 clusters Score -1121550 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1122141.500000 Penalty: 4752.589844
	Iteration 5F: 3 clusters Score -1122142 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1122705.250000 Penalty: 4752.589844
	Iteration 6F: 3 clusters Score -1122705 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1123210.625000 Penalty: 4752.589844
	Iteration 7F: 3 clusters Score -1123211 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1123675.875000 Penalty: 4752.589844
	Iteration 8Q: 3 clusters Score -1123676 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1124100.000000 Penalty: 4752.589844
	Iteration 9Q: 3 clusters Score -1124100 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1124416.000000 Penalty: 4752.589844
	Iteration 10Q: 3 clusters Score -1124416 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1124666.750000 Penalty: 4752.589844
	Iteration 11Q: 3 clusters Score -1124667 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1124849.875000 Penalty: 4752.589844
	Iteration 12Q: 3 clusters Score -1124850 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1124982.625000 Penalty: 4752.589844
	Iteration 13Q: 3 clusters Score -1124983 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1125084.750000 Penalty: 4752.589844
	Iteration 14Q: 3 clusters Score -1125085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1125154.250000 Penalty: 4752.589844
	Iteration 15Q: 3 clusters Score -1125154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1125210.500000 Penalty: 4752.589844
	Iteration 16Q: 3 clusters Score -1125210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1125250.875000 Penalty: 4752.589844
	Iteration 17Q: 3 clusters Score -1125251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1125283.625000 Penalty: 4752.589844
	Iteration 18Q: 3 clusters Score -1125284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1125301.000000 Penalty: 4752.589844
	Iteration 19Q: 3 clusters Score -1125301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1125323.250000 Penalty: 4752.589844
	Iteration 20F: 3 clusters Score -1125323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1125340.625000 Penalty: 4752.589844
	Iteration 21Q: 3 clusters Score -1125341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1125356.375000 Penalty: 4752.589844
	Iteration 22Q: 3 clusters Score -1125356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1125367.500000 Penalty: 4752.589844
	Iteration 23Q: 3 clusters Score -1125368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1125374.750000 Penalty: 4752.589844
	Iteration 24Q: 3 clusters Score -1125375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1125385.875000 Penalty: 4752.589844
	Iteration 25Q: 3 clusters Score -1125386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1125394.875000 Penalty: 4752.589844
	Iteration 26Q: 3 clusters Score -1125395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1125394.375000 Penalty: 4752.589844
	Iteration 27Q: 3 clusters Score -1125394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1125404.875000 Penalty: 4752.589844
	Iteration 28Q: 3 clusters Score -1125405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1125409.500000 Penalty: 4752.589844
	Iteration 29Q: 3 clusters Score -1125410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1125409.375000 Penalty: 4752.589844
	Iteration 30Q: 3 clusters Score -1125409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1125408.000000 Penalty: 4752.589844
	Iteration 31Q: 3 clusters Score -1125408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1125410.375000 Penalty: 4752.589844
	Iteration 32Q: 3 clusters Score -1125410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1125408.750000 Penalty: 4752.589844
	Iteration 33Q: 3 clusters Score -1125409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1125409.375000 Penalty: 4752.589844
	Iteration 34Q: 3 clusters Score -1125409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1125410.875000 Penalty: 4752.589844
	Iteration 35Q: 3 clusters Score -1125411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1125410.875000 Penalty: 4752.589844
	Iteration 36F: 3 clusters Score -1125411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Entering Unmasked Estep 
Score: -1605917.375000 Penalty: 2476.707764
	Iteration 0F: 2 clusters Score -1605917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1590750.875000 Penalty: 4953.415527
	Iteration 0F: 3 clusters Score -1590751 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1596037.000000 Penalty: 4953.415527
	Iteration 1F: 3 clusters Score -1596037 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1596595.125000 Penalty: 4953.415527
	Iteration 2F: 3 clusters Score -1596595 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1597151.375000 Penalty: 4953.415527
	Iteration 3F: 3 clusters Score -1597151 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1597733.500000 Penalty: 4953.415527
	Iteration 4F: 3 clusters Score -1597734 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1598368.250000 Penalty: 4953.415527
	Iteration 5F: 3 clusters Score -1598368 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1599144.125000 Penalty: 4953.415527
	Iteration 6F: 3 clusters Score -1599144 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1600085.125000 Penalty: 4953.415527
	Iteration 7F: 3 clusters Score -1600085 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1601159.125000 Penalty: 4953.415527
	Iteration 8F: 3 clusters Score -1601159 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1602119.750000 Penalty: 4953.415527
	Iteration 9F: 3 clusters Score -1602120 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1602916.875000 Penalty: 4953.415527
	Iteration 10Q: 3 clusters Score -1602917 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1603494.125000 Penalty: 4953.415527
	Iteration 11Q: 3 clusters Score -1603494 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1603880.500000 Penalty: 4953.415527
	Iteration 12Q: 3 clusters Score -1603880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1604111.875000 Penalty: 4953.415527
	Iteration 13Q: 3 clusters Score -1604112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1604241.875000 Penalty: 4953.415527
	Iteration 14Q: 3 clusters Score -1604242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1604323.875000 Penalty: 4953.415527
	Iteration 15Q: 3 clusters Score -1604324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1604372.500000 Penalty: 4953.415527
	Iteration 16Q: 3 clusters Score -1604372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1604411.500000 Penalty: 4953.415527
	Iteration 17Q: 3 clusters Score -1604412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1604433.375000 Penalty: 4953.415527
	Iteration 18Q: 3 clusters Score -1604433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1604441.625000 Penalty: 4953.415527
	Iteration 19Q: 3 clusters Score -1604442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1604459.625000 Penalty: 4953.415527
	Iteration 20F: 3 clusters Score -1604460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1604474.625000 Penalty: 4953.415527
	Iteration 21Q: 3 clusters Score -1604475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1604482.625000 Penalty: 4953.415527
	Iteration 22Q: 3 clusters Score -1604483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1604482.625000 Penalty: 4953.415527
	Iteration 23Q: 3 clusters Score -1604483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1604487.125000 Penalty: 4953.415527
	Iteration 24Q: 3 clusters Score -1604487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1604486.875000 Penalty: 4953.415527
	Iteration 25Q: 3 clusters Score -1604487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1604490.375000 Penalty: 4953.415527
	Iteration 26Q: 3 clusters Score -1604490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1604493.875000 Penalty: 4953.415527
	Iteration 27Q: 3 clusters Score -1604494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1604496.375000 Penalty: 4953.415527
	Iteration 28Q: 3 clusters Score -1604496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1604498.625000 Penalty: 4953.415527
	Iteration 29Q: 3 clusters Score -1604499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1604498.625000 Penalty: 4953.415527
	Iteration 30F: 3 clusters Score -1604499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Entering Unmasked Estep 
Score: -1290449.875000 Penalty: 2368.069580
	Iteration 0F: 2 clusters Score -1290450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1280237.750000 Penalty: 4736.139160
	Iteration 0F: 3 clusters Score -1280238 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1283421.500000 Penalty: 4736.139160
	Iteration 1F: 3 clusters Score -1283422 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1283911.500000 Penalty: 4736.139160
	Iteration 2F: 3 clusters Score -1283912 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1284342.375000 Penalty: 4736.139160
	Iteration 3F: 3 clusters Score -1284342 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1284786.000000 Penalty: 4736.139160
	Iteration 4F: 3 clusters Score -1284786 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1285160.750000 Penalty: 4736.139160
	Iteration 5Q: 3 clusters Score -1285161 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1285535.750000 Penalty: 4736.139160
	Iteration 6Q: 3 clusters Score -1285536 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1285881.750000 Penalty: 4736.139160
	Iteration 7Q: 3 clusters Score -1285882 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1286181.750000 Penalty: 4736.139160
	Iteration 8Q: 3 clusters Score -1286182 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1286468.875000 Penalty: 4736.139160
	Iteration 9Q: 3 clusters Score -1286469 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1286741.375000 Penalty: 4736.139160
	Iteration 10Q: 3 clusters Score -1286741 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1287010.250000 Penalty: 4736.139160
	Iteration 11Q: 3 clusters Score -1287010 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1287213.625000 Penalty: 4736.139160
	Iteration 12Q: 3 clusters Score -1287214 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1287366.375000 Penalty: 4736.139160
	Iteration 13Q: 3 clusters Score -1287366 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1287513.250000 Penalty: 4736.139160
	Iteration 14Q: 3 clusters Score -1287513 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1287645.750000 Penalty: 4736.139160
	Iteration 15Q: 3 clusters Score -1287646 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1287772.625000 Penalty: 4736.139160
	Iteration 16Q: 3 clusters Score -1287773 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1287914.875000 Penalty: 4736.139160
	Iteration 17Q: 3 clusters Score -1287915 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1288021.000000 Penalty: 4736.139160
	Iteration 18Q: 3 clusters Score -1288021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1288104.375000 Penalty: 4736.139160
	Iteration 19Q: 3 clusters Score -1288104 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1288178.875000 Penalty: 4736.139160
	Iteration 20F: 3 clusters Score -1288179 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1288236.750000 Penalty: 4736.139160
	Iteration 21Q: 3 clusters Score -1288237 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1288289.625000 Penalty: 4736.139160
	Iteration 22Q: 3 clusters Score -1288290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1288347.125000 Penalty: 4736.139160
	Iteration 23Q: 3 clusters Score -1288347 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1288394.750000 Penalty: 4736.139160
	Iteration 24Q: 3 clusters Score -1288395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1288429.000000 Penalty: 4736.139160
	Iteration 25Q: 3 clusters Score -1288429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1288475.875000 Penalty: 4736.139160
	Iteration 26Q: 3 clusters Score -1288476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1288503.000000 Penalty: 4736.139160
	Iteration 27Q: 3 clusters Score -1288503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1288528.000000 Penalty: 4736.139160
	Iteration 28Q: 3 clusters Score -1288528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1288540.250000 Penalty: 4736.139160
	Iteration 29Q: 3 clusters Score -1288540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1288564.875000 Penalty: 4736.139160
	Iteration 30Q: 3 clusters Score -1288565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1288583.250000 Penalty: 4736.139160
	Iteration 31Q: 3 clusters Score -1288583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1288600.000000 Penalty: 4736.139160
	Iteration 32Q: 3 clusters Score -1288600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1288613.000000 Penalty: 4736.139160
	Iteration 33Q: 3 clusters Score -1288613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1288618.250000 Penalty: 4736.139160
	Iteration 34Q: 3 clusters Score -1288618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1288623.500000 Penalty: 4736.139160
	Iteration 35Q: 3 clusters Score -1288624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1288627.375000 Penalty: 4736.139160
	Iteration 36Q: 3 clusters Score -1288627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1288636.500000 Penalty: 4736.139160
	Iteration 37Q: 3 clusters Score -1288636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1288641.000000 Penalty: 4736.139160
	Iteration 38Q: 3 clusters Score -1288641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1288647.375000 Penalty: 4736.139160
	Iteration 39Q: 3 clusters Score -1288647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1288655.500000 Penalty: 4736.139160
	Iteration 40F: 3 clusters Score -1288656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1288662.625000 Penalty: 4736.139160
	Iteration 41Q: 3 clusters Score -1288663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1288667.500000 Penalty: 4736.139160
	Iteration 42Q: 3 clusters Score -1288668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1288669.500000 Penalty: 4736.139160
	Iteration 43Q: 3 clusters Score -1288670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1288674.750000 Penalty: 4736.139160
	Iteration 44Q: 3 clusters Score -1288675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1288674.125000 Penalty: 4736.139160
	Iteration 45Q: 3 clusters Score -1288674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1288676.000000 Penalty: 4736.139160
	Iteration 46Q: 3 clusters Score -1288676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1288676.250000 Penalty: 4736.139160
	Iteration 47Q: 3 clusters Score -1288676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1288677.375000 Penalty: 4736.139160
	Iteration 48Q: 3 clusters Score -1288677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1288680.625000 Penalty: 4736.139160
	Iteration 49Q: 3 clusters Score -1288681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1288683.750000 Penalty: 4736.139160
	Iteration 50Q: 3 clusters Score -1288684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1288682.250000 Penalty: 4736.139160
	Iteration 51Q: 3 clusters Score -1288682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1288683.750000 Penalty: 4736.139160
	Iteration 52Q: 3 clusters Score -1288684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1288688.750000 Penalty: 4736.139160
	Iteration 53Q: 3 clusters Score -1288689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1288688.500000 Penalty: 4736.139160
	Iteration 54Q: 3 clusters Score -1288688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1288688.875000 Penalty: 4736.139160
	Iteration 55Q: 3 clusters Score -1288689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1288688.375000 Penalty: 4736.139160
	Iteration 56Q: 3 clusters Score -1288688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1288688.875000 Penalty: 4736.139160
	Iteration 57Q: 3 clusters Score -1288689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1288692.500000 Penalty: 4736.139160
	Iteration 58Q: 3 clusters Score -1288692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1288692.625000 Penalty: 4736.139160
	Iteration 59Q: 3 clusters Score -1288693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1288696.375000 Penalty: 4736.139160
	Iteration 60F: 3 clusters Score -1288696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1288700.625000 Penalty: 4736.139160
	Iteration 61Q: 3 clusters Score -1288701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1288706.500000 Penalty: 4736.139160
	Iteration 62Q: 3 clusters Score -1288706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1288708.500000 Penalty: 4736.139160
	Iteration 63Q: 3 clusters Score -1288708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1288712.125000 Penalty: 4736.139160
	Iteration 64Q: 3 clusters Score -1288712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1288710.625000 Penalty: 4736.139160
	Iteration 65Q: 3 clusters Score -1288711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1288709.500000 Penalty: 4736.139160
	Iteration 66Q: 3 clusters Score -1288710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1288713.250000 Penalty: 4736.139160
	Iteration 67Q: 3 clusters Score -1288713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1288713.500000 Penalty: 4736.139160
	Iteration 68Q: 3 clusters Score -1288714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1288715.375000 Penalty: 4736.139160
	Iteration 69Q: 3 clusters Score -1288715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1288718.125000 Penalty: 4736.139160
	Iteration 70Q: 3 clusters Score -1288718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1288717.875000 Penalty: 4736.139160
	Iteration 71Q: 3 clusters Score -1288718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1288718.375000 Penalty: 4736.139160
	Iteration 72Q: 3 clusters Score -1288718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1288718.500000 Penalty: 4736.139160
	Iteration 73Q: 3 clusters Score -1288718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1288719.000000 Penalty: 4736.139160
	Iteration 74Q: 3 clusters Score -1288719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1288718.625000 Penalty: 4736.139160
	Iteration 75Q: 3 clusters Score -1288719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1288718.625000 Penalty: 4736.139160
	Iteration 76F: 3 clusters Score -1288719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Entering Unmasked Estep 
Score: -2649171.750000 Penalty: 2584.570801
	Iteration 0F: 2 clusters Score -2649172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2626389.750000 Penalty: 5169.141602
	Iteration 0F: 3 clusters Score -2626390 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2634687.500000 Penalty: 5169.141602
	Iteration 1F: 3 clusters Score -2634688 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2635286.250000 Penalty: 5169.141602
	Iteration 2Q: 3 clusters Score -2635286 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2635910.250000 Penalty: 5169.141602
	Iteration 3Q: 3 clusters Score -2635910 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2636615.250000 Penalty: 5169.141602
	Iteration 4Q: 3 clusters Score -2636615 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2637434.250000 Penalty: 5169.141602
	Iteration 5Q: 3 clusters Score -2637434 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2638444.000000 Penalty: 5169.141602
	Iteration 6Q: 3 clusters Score -2638444 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2639669.500000 Penalty: 5169.141602
	Iteration 7F: 3 clusters Score -2639670 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2641100.000000 Penalty: 5169.141602
	Iteration 8F: 3 clusters Score -2641100 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2642549.000000 Penalty: 5169.141602
	Iteration 9F: 3 clusters Score -2642549 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2643782.250000 Penalty: 5169.141602
	Iteration 10Q: 3 clusters Score -2643782 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -2644767.000000 Penalty: 5169.141602
	Iteration 11Q: 3 clusters Score -2644767 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -2645459.750000 Penalty: 5169.141602
	Iteration 12Q: 3 clusters Score -2645460 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -2645989.000000 Penalty: 5169.141602
	Iteration 13Q: 3 clusters Score -2645989 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -2646328.250000 Penalty: 5169.141602
	Iteration 14Q: 3 clusters Score -2646328 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2646583.000000 Penalty: 5169.141602
	Iteration 15Q: 3 clusters Score -2646583 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -2646754.250000 Penalty: 5169.141602
	Iteration 16Q: 3 clusters Score -2646754 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -2646888.750000 Penalty: 5169.141602
	Iteration 17Q: 3 clusters Score -2646889 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -2646981.750000 Penalty: 5169.141602
	Iteration 18Q: 3 clusters Score -2646982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -2647051.500000 Penalty: 5169.141602
	Iteration 19Q: 3 clusters Score -2647052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -2647098.500000 Penalty: 5169.141602
	Iteration 20F: 3 clusters Score -2647098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -2647148.250000 Penalty: 5169.141602
	Iteration 21Q: 3 clusters Score -2647148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -2647182.000000 Penalty: 5169.141602
	Iteration 22Q: 3 clusters Score -2647182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -2647201.500000 Penalty: 5169.141602
	Iteration 23Q: 3 clusters Score -2647202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -2647223.250000 Penalty: 5169.141602
	Iteration 24Q: 3 clusters Score -2647223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -2647231.750000 Penalty: 5169.141602
	Iteration 25Q: 3 clusters Score -2647232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -2647251.000000 Penalty: 5169.141602
	Iteration 26Q: 3 clusters Score -2647251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -2647274.000000 Penalty: 5169.141602
	Iteration 27Q: 3 clusters Score -2647274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -2647279.750000 Penalty: 5169.141602
	Iteration 28Q: 3 clusters Score -2647280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -2647288.750000 Penalty: 5169.141602
	Iteration 29Q: 3 clusters Score -2647289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -2647290.500000 Penalty: 5169.141602
	Iteration 30Q: 3 clusters Score -2647290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -2647289.750000 Penalty: 5169.141602
	Iteration 31Q: 3 clusters Score -2647290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -2647299.500000 Penalty: 5169.141602
	Iteration 32Q: 3 clusters Score -2647300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -2647303.000000 Penalty: 5169.141602
	Iteration 33Q: 3 clusters Score -2647303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -2647302.000000 Penalty: 5169.141602
	Iteration 34Q: 3 clusters Score -2647302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2647307.250000 Penalty: 5169.141602
	Iteration 35Q: 3 clusters Score -2647307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -2647311.500000 Penalty: 5169.141602
	Iteration 36Q: 3 clusters Score -2647312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -2647314.500000 Penalty: 5169.141602
	Iteration 37Q: 3 clusters Score -2647314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -2647312.750000 Penalty: 5169.141602
	Iteration 38Q: 3 clusters Score -2647313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -2647312.000000 Penalty: 5169.141602
	Iteration 39Q: 3 clusters Score -2647312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -2647320.500000 Penalty: 5169.141602
	Iteration 40F: 3 clusters Score -2647320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -2647331.250000 Penalty: 5169.141602
	Iteration 41Q: 3 clusters Score -2647331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -2647347.000000 Penalty: 5169.141602
	Iteration 42Q: 3 clusters Score -2647347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -2647343.750000 Penalty: 5169.141602
	Iteration 43Q: 3 clusters Score -2647344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -2647342.000000 Penalty: 5169.141602
	Iteration 44Q: 3 clusters Score -2647342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -2647342.500000 Penalty: 5169.141602
	Iteration 45Q: 3 clusters Score -2647342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -2647341.250000 Penalty: 5169.141602
	Iteration 46Q: 3 clusters Score -2647341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -2647342.250000 Penalty: 5169.141602
	Iteration 47Q: 3 clusters Score -2647342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -2647344.250000 Penalty: 5169.141602
	Iteration 48Q: 3 clusters Score -2647344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -2647345.750000 Penalty: 5169.141602
	Iteration 49Q: 3 clusters Score -2647346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -2647346.000000 Penalty: 5169.141602
	Iteration 50Q: 3 clusters Score -2647346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -2647348.250000 Penalty: 5169.141602
	Iteration 51Q: 3 clusters Score -2647348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2647350.000000 Penalty: 5169.141602
	Iteration 52Q: 3 clusters Score -2647350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -2647351.250000 Penalty: 5169.141602
	Iteration 53Q: 3 clusters Score -2647351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -2647351.250000 Penalty: 5169.141602
	Iteration 54F: 3 clusters Score -2647351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Entering Unmasked Estep 
Score: -4365233.500000 Penalty: 2700.603027
	Iteration 0F: 2 clusters Score -4365234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -4329158.000000 Penalty: 5401.206055
	Iteration 0F: 3 clusters Score -4329158 nChanged 24744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4343068.500000 Penalty: 5401.206055
	Iteration 1F: 3 clusters Score -4343068 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -4343930.500000 Penalty: 5401.206055
	Iteration 2Q: 3 clusters Score -4343930 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4345204.500000 Penalty: 5401.206055
	Iteration 3Q: 3 clusters Score -4345204 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -4347348.500000 Penalty: 5401.206055
	Iteration 4F: 3 clusters Score -4347348 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4350166.000000 Penalty: 5401.206055
	Iteration 5F: 3 clusters Score -4350166 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4353070.500000 Penalty: 5401.206055
	Iteration 6F: 3 clusters Score -4353070 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -4355460.500000 Penalty: 5401.206055
	Iteration 7F: 3 clusters Score -4355460 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -4357295.000000 Penalty: 5401.206055
	Iteration 8F: 3 clusters Score -4357295 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -4358682.000000 Penalty: 5401.206055
	Iteration 9Q: 3 clusters Score -4358682 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -4359996.500000 Penalty: 5401.206055
	Iteration 10Q: 3 clusters Score -4359996 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -4361324.000000 Penalty: 5401.206055
	Iteration 11Q: 3 clusters Score -4361324 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -4362391.500000 Penalty: 5401.206055
	Iteration 12Q: 3 clusters Score -4362392 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -4363187.500000 Penalty: 5401.206055
	Iteration 13Q: 3 clusters Score -4363188 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -4363674.000000 Penalty: 5401.206055
	Iteration 14Q: 3 clusters Score -4363674 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -4363893.500000 Penalty: 5401.206055
	Iteration 15Q: 3 clusters Score -4363894 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -4364016.500000 Penalty: 5401.206055
	Iteration 16Q: 3 clusters Score -4364016 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -4364059.000000 Penalty: 5401.206055
	Iteration 17Q: 3 clusters Score -4364059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -4364088.000000 Penalty: 5401.206055
	Iteration 18Q: 3 clusters Score -4364088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -4364109.500000 Penalty: 5401.206055
	Iteration 19Q: 3 clusters Score -4364110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -4364127.000000 Penalty: 5401.206055
	Iteration 20F: 3 clusters Score -4364127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -4364142.500000 Penalty: 5401.206055
	Iteration 21Q: 3 clusters Score -4364142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -4364142.500000 Penalty: 5401.206055
	Iteration 22Q: 3 clusters Score -4364142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -4364161.500000 Penalty: 5401.206055
	Iteration 23Q: 3 clusters Score -4364162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -4364162.500000 Penalty: 5401.206055
	Iteration 24Q: 3 clusters Score -4364162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -4364157.000000 Penalty: 5401.206055
	Iteration 25Q: 3 clusters Score -4364157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -4364157.500000 Penalty: 5401.206055
	Iteration 26Q: 3 clusters Score -4364158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -4364155.000000 Penalty: 5401.206055
	Iteration 27Q: 3 clusters Score -4364155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -4364156.000000 Penalty: 5401.206055
	Iteration 28Q: 3 clusters Score -4364156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -4364158.500000 Penalty: 5401.206055
	Iteration 29Q: 3 clusters Score -4364158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -4364161.000000 Penalty: 5401.206055
	Iteration 30Q: 3 clusters Score -4364161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -4364156.500000 Penalty: 5401.206055
	Iteration 31Q: 3 clusters Score -4364156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 32Q: 3 clusters Score -4364159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -4364164.500000 Penalty: 5401.206055
	Iteration 33Q: 3 clusters Score -4364164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -4364165.500000 Penalty: 5401.206055
	Iteration 34Q: 3 clusters Score -4364166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -4364162.000000 Penalty: 5401.206055
	Iteration 35Q: 3 clusters Score -4364162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -4364156.500000 Penalty: 5401.206055
	Iteration 36Q: 3 clusters Score -4364156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -4364162.000000 Penalty: 5401.206055
	Iteration 37Q: 3 clusters Score -4364162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 38Q: 3 clusters Score -4364159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -4364158.000000 Penalty: 5401.206055
	Iteration 39Q: 3 clusters Score -4364158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -4364158.500000 Penalty: 5401.206055
	Iteration 40F: 3 clusters Score -4364158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -4364161.500000 Penalty: 5401.206055
	Iteration 41Q: 3 clusters Score -4364162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -4364163.500000 Penalty: 5401.206055
	Iteration 42Q: 3 clusters Score -4364164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -4364163.000000 Penalty: 5401.206055
	Iteration 43Q: 3 clusters Score -4364163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -4364165.000000 Penalty: 5401.206055
	Iteration 44Q: 3 clusters Score -4364165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -4364164.500000 Penalty: 5401.206055
	Iteration 45Q: 3 clusters Score -4364164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -4364170.500000 Penalty: 5401.206055
	Iteration 46Q: 3 clusters Score -4364170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -4364170.000000 Penalty: 5401.206055
	Iteration 47Q: 3 clusters Score -4364170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -4364170.500000 Penalty: 5401.206055
	Iteration 48Q: 3 clusters Score -4364170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -4364172.500000 Penalty: 5401.206055
	Iteration 49Q: 3 clusters Score -4364172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -4364171.500000 Penalty: 5401.206055
	Iteration 50Q: 3 clusters Score -4364172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -4364176.500000 Penalty: 5401.206055
	Iteration 51Q: 3 clusters Score -4364176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -4364176.000000 Penalty: 5401.206055
	Iteration 52Q: 3 clusters Score -4364176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -4364182.000000 Penalty: 5401.206055
	Iteration 53Q: 3 clusters Score -4364182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -4364176.000000 Penalty: 5401.206055
	Iteration 54Q: 3 clusters Score -4364176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -4364179.000000 Penalty: 5401.206055
	Iteration 55Q: 3 clusters Score -4364179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -4364179.000000 Penalty: 5401.206055
	Iteration 56F: 3 clusters Score -4364179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -123400.820312 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -123400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -120902.546875 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -120902.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -121404.031250 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -121404 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121604.007812 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -121604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -121715.320312 Penalty: 3721.631592
	Iteration 3F: 3 clusters Score -121715.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -121762.898438 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -121762.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -121803.750000 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -121803.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121835.414062 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -121835.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -121851.320312 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -121851.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -121877.492188 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -121877.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -121905.804688 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -121905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -121925.476562 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -121925.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -121941.101562 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -121941.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -121960.734375 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -121960.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -121981.484375 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -121981.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121999.023438 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -121999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -122026.515625 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -122026.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -122044.843750 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -122044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122053.703125 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -122053.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -122063.093750 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -122063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -122072.671875 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -122072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -122077.296875 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -122077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -122081.445312 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -122081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -122086.031250 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -122086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122094.328125 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -122094.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122112.000000 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -122112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -122128.703125 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -122128.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -122149.226562 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -122149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -122165.429688 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -122165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122181.851562 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -122181.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122196.109375 Penalty: 3721.631592
	Iteration 29Q: 3 clusters Score -122196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -122205.148438 Penalty: 3721.631592
	Iteration 30Q: 3 clusters Score -122205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -122210.132812 Penalty: 3721.631592
	Iteration 31Q: 3 clusters Score -122210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -122220.289062 Penalty: 3721.631592
	Iteration 32Q: 3 clusters Score -122220.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -122223.945312 Penalty: 3721.631592
	Iteration 33Q: 3 clusters Score -122223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122226.945312 Penalty: 3721.631592
	Iteration 34Q: 3 clusters Score -122226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -122229.867188 Penalty: 3721.631592
	Iteration 35Q: 3 clusters Score -122229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -122230.984375 Penalty: 3721.631592
	Iteration 36Q: 3 clusters Score -122231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122231.953125 Penalty: 3721.631592
	Iteration 37Q: 3 clusters Score -122232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122235.632812 Penalty: 3721.631592
	Iteration 38Q: 3 clusters Score -122235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -122236.335938 Penalty: 3721.631592
	Iteration 39Q: 3 clusters Score -122236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -122237.257812 Penalty: 3721.631592
	Iteration 40F: 3 clusters Score -122237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122238.046875 Penalty: 3721.631592
	Iteration 41Q: 3 clusters Score -122238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -122238.187500 Penalty: 3721.631592
	Iteration 42Q: 3 clusters Score -122238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -122238.187500 Penalty: 3721.631592
	Iteration 43F: 3 clusters Score -122238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Entering Unmasked Estep 
Score: -1399982.500000 Penalty: 2426.480713
	Iteration 0F: 2 clusters Score -1399982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1387366.500000 Penalty: 4852.961426
	Iteration 0F: 3 clusters Score -1387366 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1391476.000000 Penalty: 4852.961426
	Iteration 1F: 3 clusters Score -1391476 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1391856.000000 Penalty: 4852.961426
	Iteration 2F: 3 clusters Score -1391856 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1392250.625000 Penalty: 4852.961426
	Iteration 3Q: 3 clusters Score -1392251 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1392725.875000 Penalty: 4852.961426
	Iteration 4Q: 3 clusters Score -1392726 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1393393.375000 Penalty: 4852.961426
	Iteration 5F: 3 clusters Score -1393393 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1394373.250000 Penalty: 4852.961426
	Iteration 6F: 3 clusters Score -1394373 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1395541.750000 Penalty: 4852.961426
	Iteration 7F: 3 clusters Score -1395542 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1396596.000000 Penalty: 4852.961426
	Iteration 8F: 3 clusters Score -1396596 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1397476.125000 Penalty: 4852.961426
	Iteration 9F: 3 clusters Score -1397476 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1398196.250000 Penalty: 4852.961426
	Iteration 10Q: 3 clusters Score -1398196 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1398648.625000 Penalty: 4852.961426
	Iteration 11Q: 3 clusters Score -1398649 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1398943.500000 Penalty: 4852.961426
	Iteration 12Q: 3 clusters Score -1398944 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1399105.375000 Penalty: 4852.961426
	Iteration 13Q: 3 clusters Score -1399105 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1399195.000000 Penalty: 4852.961426
	Iteration 14Q: 3 clusters Score -1399195 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1399246.875000 Penalty: 4852.961426
	Iteration 15Q: 3 clusters Score -1399247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1399274.875000 Penalty: 4852.961426
	Iteration 16Q: 3 clusters Score -1399275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1399290.000000 Penalty: 4852.961426
	Iteration 17Q: 3 clusters Score -1399290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1399304.875000 Penalty: 4852.961426
	Iteration 18Q: 3 clusters Score -1399305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1399315.875000 Penalty: 4852.961426
	Iteration 19Q: 3 clusters Score -1399316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1399316.250000 Penalty: 4852.961426
	Iteration 20F: 3 clusters Score -1399316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1399321.000000 Penalty: 4852.961426
	Iteration 21Q: 3 clusters Score -1399321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1399323.500000 Penalty: 4852.961426
	Iteration 22Q: 3 clusters Score -1399324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1399328.750000 Penalty: 4852.961426
	Iteration 23Q: 3 clusters Score -1399329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1399329.750000 Penalty: 4852.961426
	Iteration 24Q: 3 clusters Score -1399330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1399334.875000 Penalty: 4852.961426
	Iteration 25Q: 3 clusters Score -1399335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1399335.250000 Penalty: 4852.961426
	Iteration 26Q: 3 clusters Score -1399335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1399334.000000 Penalty: 4852.961426
	Iteration 27Q: 3 clusters Score -1399334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1399336.000000 Penalty: 4852.961426
	Iteration 28Q: 3 clusters Score -1399336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1399338.000000 Penalty: 4852.961426
	Iteration 29Q: 3 clusters Score -1399338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1399335.125000 Penalty: 4852.961426
	Iteration 30Q: 3 clusters Score -1399335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1399333.000000 Penalty: 4852.961426
	Iteration 31Q: 3 clusters Score -1399333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1399331.500000 Penalty: 4852.961426
	Iteration 32Q: 3 clusters Score -1399332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1399330.625000 Penalty: 4852.961426
	Iteration 33Q: 3 clusters Score -1399331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1399330.125000 Penalty: 4852.961426
	Iteration 34Q: 3 clusters Score -1399330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1399330.125000 Penalty: 4852.961426
	Iteration 35F: 3 clusters Score -1399330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Entering Unmasked Estep 
Score: -7997415.500000 Penalty: 2854.039551
	Iteration 0F: 2 clusters Score -7997416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -7930770.000000 Penalty: 5708.079102
	Iteration 0F: 3 clusters Score -7930770 nChanged 47221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -7957686.000000 Penalty: 5708.079102
	Iteration 1F: 3 clusters Score -7957686 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -7958508.500000 Penalty: 5708.079102
	Iteration 2Q: 3 clusters Score -7958508 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -7959325.000000 Penalty: 5708.079102
	Iteration 3Q: 3 clusters Score -7959325 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -7960199.500000 Penalty: 5708.079102
	Iteration 4Q: 3 clusters Score -7960200 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -7961216.000000 Penalty: 5708.079102
	Iteration 5Q: 3 clusters Score -7961216 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -7962436.000000 Penalty: 5708.079102
	Iteration 6Q: 3 clusters Score -7962436 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -7964228.000000 Penalty: 5708.079102
	Iteration 7Q: 3 clusters Score -7964228 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -7966746.000000 Penalty: 5708.079102
	Iteration 8Q: 3 clusters Score -7966746 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -7970011.500000 Penalty: 5708.079102
	Iteration 9F: 3 clusters Score -7970012 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -7974074.000000 Penalty: 5708.079102
	Iteration 10F: 3 clusters Score -7974074 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7978536.500000 Penalty: 5708.079102
	Iteration 11F: 3 clusters Score -7978536 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7982227.000000 Penalty: 5708.079102
	Iteration 12F: 3 clusters Score -7982227 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7984640.000000 Penalty: 5708.079102
	Iteration 13Q: 3 clusters Score -7984640 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7986079.000000 Penalty: 5708.079102
	Iteration 14Q: 3 clusters Score -7986079 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7987127.500000 Penalty: 5708.079102
	Iteration 15Q: 3 clusters Score -7987128 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7988070.000000 Penalty: 5708.079102
	Iteration 16Q: 3 clusters Score -7988070 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7989080.000000 Penalty: 5708.079102
	Iteration 17Q: 3 clusters Score -7989080 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7989910.500000 Penalty: 5708.079102
	Iteration 18Q: 3 clusters Score -7989910 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -7990492.500000 Penalty: 5708.079102
	Iteration 19Q: 3 clusters Score -7990492 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -7990903.000000 Penalty: 5708.079102
	Iteration 20F: 3 clusters Score -7990903 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -7991230.000000 Penalty: 5708.079102
	Iteration 21Q: 3 clusters Score -7991230 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -7991504.000000 Penalty: 5708.079102
	Iteration 22Q: 3 clusters Score -7991504 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -7991600.000000 Penalty: 5708.079102
	Iteration 23Q: 3 clusters Score -7991600 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -7991742.500000 Penalty: 5708.079102
	Iteration 24Q: 3 clusters Score -7991742 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -7991842.500000 Penalty: 5708.079102
	Iteration 25Q: 3 clusters Score -7991842 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -7991887.000000 Penalty: 5708.079102
	Iteration 26Q: 3 clusters Score -7991887 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -7991943.000000 Penalty: 5708.079102
	Iteration 27Q: 3 clusters Score -7991943 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -7991996.000000 Penalty: 5708.079102
	Iteration 28Q: 3 clusters Score -7991996 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -7992054.500000 Penalty: 5708.079102
	Iteration 29Q: 3 clusters Score -7992054 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -7992086.500000 Penalty: 5708.079102
	Iteration 30Q: 3 clusters Score -7992086 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -7992099.500000 Penalty: 5708.079102
	Iteration 31Q: 3 clusters Score -7992100 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -7992113.000000 Penalty: 5708.079102
	Iteration 32Q: 3 clusters Score -7992113 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7992132.000000 Penalty: 5708.079102
	Iteration 33Q: 3 clusters Score -7992132 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -7992098.500000 Penalty: 5708.079102
	Iteration 34Q: 3 clusters Score -7992098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -7992109.000000 Penalty: 5708.079102
	Iteration 35Q: 3 clusters Score -7992109 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -7992106.000000 Penalty: 5708.079102
	Iteration 36Q: 3 clusters Score -7992106 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -7992129.500000 Penalty: 5708.079102
	Iteration 37Q: 3 clusters Score -7992130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -7992127.000000 Penalty: 5708.079102
	Iteration 38Q: 3 clusters Score -7992127 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -7992111.500000 Penalty: 5708.079102
	Iteration 39Q: 3 clusters Score -7992112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -7992132.500000 Penalty: 5708.079102
	Iteration 40F: 3 clusters Score -7992132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -7992128.500000 Penalty: 5708.079102
	Iteration 41Q: 3 clusters Score -7992128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -7992131.500000 Penalty: 5708.079102
	Iteration 42Q: 3 clusters Score -7992132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -7992124.000000 Penalty: 5708.079102
	Iteration 43Q: 3 clusters Score -7992124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -7992099.000000 Penalty: 5708.079102
	Iteration 44Q: 3 clusters Score -7992099 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -7992125.000000 Penalty: 5708.079102
	Iteration 45Q: 3 clusters Score -7992125 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -7992152.000000 Penalty: 5708.079102
	Iteration 46Q: 3 clusters Score -7992152 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -7992164.000000 Penalty: 5708.079102
	Iteration 47Q: 3 clusters Score -7992164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -7992171.000000 Penalty: 5708.079102
	Iteration 48Q: 3 clusters Score -7992171 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -7992163.000000 Penalty: 5708.079102
	Iteration 49Q: 3 clusters Score -7992163 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -7992175.500000 Penalty: 5708.079102
	Iteration 50Q: 3 clusters Score -7992176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7992206.000000 Penalty: 5708.079102
	Iteration 51Q: 3 clusters Score -7992206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -7992210.500000 Penalty: 5708.079102
	Iteration 52Q: 3 clusters Score -7992210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -7992217.000000 Penalty: 5708.079102
	Iteration 53Q: 3 clusters Score -7992217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -7992235.000000 Penalty: 5708.079102
	Iteration 54Q: 3 clusters Score -7992235 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -7992242.000000 Penalty: 5708.079102
	Iteration 55Q: 3 clusters Score -7992242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -7992241.000000 Penalty: 5708.079102
	Iteration 56Q: 3 clusters Score -7992241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -7992219.000000 Penalty: 5708.079102
	Iteration 57Q: 3 clusters Score -7992219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7992230.000000 Penalty: 5708.079102
	Iteration 58Q: 3 clusters Score -7992230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -7992225.500000 Penalty: 5708.079102
	Iteration 59Q: 3 clusters Score -7992226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7992244.500000 Penalty: 5708.079102
	Iteration 60F: 3 clusters Score -7992244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -7992256.000000 Penalty: 5708.079102
	Iteration 61Q: 3 clusters Score -7992256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -7992247.000000 Penalty: 5708.079102
	Iteration 62Q: 3 clusters Score -7992247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -7992248.500000 Penalty: 5708.079102
	Iteration 63Q: 3 clusters Score -7992248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7992256.000000 Penalty: 5708.079102
	Iteration 64Q: 3 clusters Score -7992256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -7992259.000000 Penalty: 5708.079102
	Iteration 65Q: 3 clusters Score -7992259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -7992258.000000 Penalty: 5708.079102
	Iteration 66Q: 3 clusters Score -7992258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7992256.000000 Penalty: 5708.079102
	Iteration 67Q: 3 clusters Score -7992256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -7992253.500000 Penalty: 5708.079102
	Iteration 68Q: 3 clusters Score -7992254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -7992253.500000 Penalty: 5708.079102
	Iteration 69Q: 3 clusters Score -7992254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7992239.500000 Penalty: 5708.079102
	Iteration 70Q: 3 clusters Score -7992240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -7992255.000000 Penalty: 5708.079102
	Iteration 71Q: 3 clusters Score -7992255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -7992235.500000 Penalty: 5708.079102
	Iteration 72Q: 3 clusters Score -7992236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -7992250.500000 Penalty: 5708.079102
	Iteration 73Q: 3 clusters Score -7992250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -7992258.000000 Penalty: 5708.079102
	Iteration 74Q: 3 clusters Score -7992258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -7992246.000000 Penalty: 5708.079102
	Iteration 75Q: 3 clusters Score -7992246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -7992264.000000 Penalty: 5708.079102
	Iteration 76Q: 3 clusters Score -7992264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -7992269.500000 Penalty: 5708.079102
	Iteration 77Q: 3 clusters Score -7992270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -7992273.000000 Penalty: 5708.079102
	Iteration 78Q: 3 clusters Score -7992273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -7992266.500000 Penalty: 5708.079102
	Iteration 79Q: 3 clusters Score -7992266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -7992269.500000 Penalty: 5708.079102
	Iteration 80F: 3 clusters Score -7992270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -7992291.500000 Penalty: 5708.079102
	Iteration 81Q: 3 clusters Score -7992292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7992279.000000 Penalty: 5708.079102
	Iteration 82Q: 3 clusters Score -7992279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -7992269.000000 Penalty: 5708.079102
	Iteration 83Q: 3 clusters Score -7992269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -7992266.000000 Penalty: 5708.079102
	Iteration 84Q: 3 clusters Score -7992266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7992278.500000 Penalty: 5708.079102
	Iteration 85Q: 3 clusters Score -7992278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -7992279.500000 Penalty: 5708.079102
	Iteration 86Q: 3 clusters Score -7992280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -7992277.000000 Penalty: 5708.079102
	Iteration 87Q: 3 clusters Score -7992277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -7992284.000000 Penalty: 5708.079102
	Iteration 88Q: 3 clusters Score -7992284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -7992275.500000 Penalty: 5708.079102
	Iteration 89Q: 3 clusters Score -7992276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -7992267.500000 Penalty: 5708.079102
	Iteration 90Q: 3 clusters Score -7992268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -7992260.000000 Penalty: 5708.079102
	Iteration 91Q: 3 clusters Score -7992260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7992241.000000 Penalty: 5708.079102
	Iteration 92Q: 3 clusters Score -7992241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7992241.000000 Penalty: 5708.079102
	Iteration 93Q: 3 clusters Score -7992241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7992246.000000 Penalty: 5708.079102
	Iteration 94Q: 3 clusters Score -7992246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -7992237.000000 Penalty: 5708.079102
	Iteration 95Q: 3 clusters Score -7992237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -7992242.000000 Penalty: 5708.079102
	Iteration 96Q: 3 clusters Score -7992242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -7992237.500000 Penalty: 5708.079102
	Iteration 97Q: 3 clusters Score -7992238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -7992246.000000 Penalty: 5708.079102
	Iteration 98Q: 3 clusters Score -7992246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -7992250.000000 Penalty: 5708.079102
	Iteration 99Q: 3 clusters Score -7992250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7992237.000000 Penalty: 5708.079102
	Iteration 100F: 3 clusters Score -7992237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -7992242.000000 Penalty: 5708.079102
	Iteration 101Q: 3 clusters Score -7992242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -7992248.500000 Penalty: 5708.079102
	Iteration 102Q: 3 clusters Score -7992248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -7992251.500000 Penalty: 5708.079102
	Iteration 103Q: 3 clusters Score -7992252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -7992246.500000 Penalty: 5708.079102
	Iteration 104Q: 3 clusters Score -7992246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7992253.000000 Penalty: 5708.079102
	Iteration 105Q: 3 clusters Score -7992253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -7992253.500000 Penalty: 5708.079102
	Iteration 106Q: 3 clusters Score -7992254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -7992248.000000 Penalty: 5708.079102
	Iteration 107Q: 3 clusters Score -7992248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -7992245.500000 Penalty: 5708.079102
	Iteration 108Q: 3 clusters Score -7992246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -7992249.000000 Penalty: 5708.079102
	Iteration 109Q: 3 clusters Score -7992249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7992248.500000 Penalty: 5708.079102
	Iteration 110Q: 3 clusters Score -7992248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7992251.000000 Penalty: 5708.079102
	Iteration 111Q: 3 clusters Score -7992251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7992251.000000 Penalty: 5708.079102
	Iteration 112F: 3 clusters Score -7992251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -132790.703125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -132790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -130565.210938 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -130565.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -130962.882812 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -130962.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -131090.968750 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -131091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131170.625000 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -131170.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131259.921875 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -131259.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131325.500000 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -131325.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -131397.312500 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -131397.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131478.109375 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -131478.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -131553.390625 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -131553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131603.531250 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -131603.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -131657.703125 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -131657.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -131746.921875 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -131746.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -131850.687500 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -131850.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -131921.953125 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -131922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -131961.500000 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -131961.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131999.078125 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -131999.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -132020.593750 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -132020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132041.265625 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -132041.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132059.265625 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -132059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132069.906250 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -132069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -132074.625000 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -132074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132080.234375 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -132080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132082.187500 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -132082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132083.218750 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -132083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132083.265625 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -132083.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132083.484375 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -132083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132083.484375 Penalty: 3622.706055
	Iteration 26F: 3 clusters Score -132083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -532119.625000 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -532119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -527208.875000 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -527208.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -528400.187500 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -528400.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -528622.437500 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -528622.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -528791.187500 Penalty: 4286.112305
	Iteration 3Q: 3 clusters Score -528791.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -528947.812500 Penalty: 4286.112305
	Iteration 4Q: 3 clusters Score -528947.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -529097.375000 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -529097.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -529234.062500 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -529234.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -529377.750000 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -529377.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -529520.000000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -529520 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -529645.437500 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -529645.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -529762.625000 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -529762.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -529861.875000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -529861.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -529936.250000 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -529936.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -529987.875000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -529987.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -530030.875000 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -530030.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -530065.562500 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -530065.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -530091.000000 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -530091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -530115.187500 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -530115.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -530134.125000 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -530134.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -530152.125000 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -530152.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -530166.937500 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -530166.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -530178.437500 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -530178.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -530189.062500 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -530189.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -530197.875000 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -530197.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -530209.875000 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -530209.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -530221.000000 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -530221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -530229.812500 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -530229.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -530241.937500 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -530241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -530254.125000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -530254.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -530266.500000 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -530266.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -530283.062500 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -530283.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -530299.437500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -530299.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -530311.625000 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -530311.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -530321.625000 Penalty: 4286.112305
	Iteration 33Q: 3 clusters Score -530321.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -530330.812500 Penalty: 4286.112305
	Iteration 34Q: 3 clusters Score -530330.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -530346.562500 Penalty: 4286.112305
	Iteration 35Q: 3 clusters Score -530346.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -530369.250000 Penalty: 4286.112305
	Iteration 36Q: 3 clusters Score -530369.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -530390.937500 Penalty: 4286.112305
	Iteration 37Q: 3 clusters Score -530390.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -530409.437500 Penalty: 4286.112305
	Iteration 38Q: 3 clusters Score -530409.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -530428.062500 Penalty: 4286.112305
	Iteration 39Q: 3 clusters Score -530428.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -530443.687500 Penalty: 4286.112305
	Iteration 40F: 3 clusters Score -530443.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -530463.562500 Penalty: 4286.112305
	Iteration 41Q: 3 clusters Score -530463.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -530480.375000 Penalty: 4286.112305
	Iteration 42Q: 3 clusters Score -530480.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -530499.500000 Penalty: 4286.112305
	Iteration 43Q: 3 clusters Score -530499.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -530514.812500 Penalty: 4286.112305
	Iteration 44Q: 3 clusters Score -530514.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -530528.500000 Penalty: 4286.112305
	Iteration 45Q: 3 clusters Score -530528.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -530541.437500 Penalty: 4286.112305
	Iteration 46Q: 3 clusters Score -530541.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -530554.562500 Penalty: 4286.112305
	Iteration 47Q: 3 clusters Score -530554.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -530568.687500 Penalty: 4286.112305
	Iteration 48Q: 3 clusters Score -530568.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -530583.250000 Penalty: 4286.112305
	Iteration 49Q: 3 clusters Score -530583.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -530590.375000 Penalty: 4286.112305
	Iteration 50Q: 3 clusters Score -530590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -530597.125000 Penalty: 4286.112305
	Iteration 51Q: 3 clusters Score -530597.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -530601.937500 Penalty: 4286.112305
	Iteration 52Q: 3 clusters Score -530601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -530606.187500 Penalty: 4286.112305
	Iteration 53Q: 3 clusters Score -530606.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -530611.250000 Penalty: 4286.112305
	Iteration 54Q: 3 clusters Score -530611.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -530619.312500 Penalty: 4286.112305
	Iteration 55Q: 3 clusters Score -530619.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -530628.125000 Penalty: 4286.112305
	Iteration 56Q: 3 clusters Score -530628.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -530637.375000 Penalty: 4286.112305
	Iteration 57Q: 3 clusters Score -530637.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -530648.187500 Penalty: 4286.112305
	Iteration 58Q: 3 clusters Score -530648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -530653.500000 Penalty: 4286.112305
	Iteration 59Q: 3 clusters Score -530653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -530659.375000 Penalty: 4286.112305
	Iteration 60F: 3 clusters Score -530659.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -530666.562500 Penalty: 4286.112305
	Iteration 61Q: 3 clusters Score -530666.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -530673.875000 Penalty: 4286.112305
	Iteration 62Q: 3 clusters Score -530673.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -530681.937500 Penalty: 4286.112305
	Iteration 63Q: 3 clusters Score -530681.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -530694.312500 Penalty: 4286.112305
	Iteration 64Q: 3 clusters Score -530694.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -530703.562500 Penalty: 4286.112305
	Iteration 65Q: 3 clusters Score -530703.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -530712.312500 Penalty: 4286.112305
	Iteration 66Q: 3 clusters Score -530712.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -530721.062500 Penalty: 4286.112305
	Iteration 67Q: 3 clusters Score -530721.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -530728.812500 Penalty: 4286.112305
	Iteration 68Q: 3 clusters Score -530728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -530731.437500 Penalty: 4286.112305
	Iteration 69Q: 3 clusters Score -530731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -530734.375000 Penalty: 4286.112305
	Iteration 70Q: 3 clusters Score -530734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -530735.562500 Penalty: 4286.112305
	Iteration 71Q: 3 clusters Score -530735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -530736.687500 Penalty: 4286.112305
	Iteration 72Q: 3 clusters Score -530736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -530737.875000 Penalty: 4286.112305
	Iteration 73Q: 3 clusters Score -530737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -530737.812500 Penalty: 4286.112305
	Iteration 74Q: 3 clusters Score -530737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -530738.812500 Penalty: 4286.112305
	Iteration 75Q: 3 clusters Score -530738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -530741.312500 Penalty: 4286.112305
	Iteration 76Q: 3 clusters Score -530741.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -530744.000000 Penalty: 4286.112305
	Iteration 77Q: 3 clusters Score -530744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -530745.750000 Penalty: 4286.112305
	Iteration 78Q: 3 clusters Score -530745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -530746.000000 Penalty: 4286.112305
	Iteration 79Q: 3 clusters Score -530746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -530746.312500 Penalty: 4286.112305
	Iteration 80F: 3 clusters Score -530746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -530746.937500 Penalty: 4286.112305
	Iteration 81Q: 3 clusters Score -530746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -530746.937500 Penalty: 4286.112305
	Iteration 82F: 3 clusters Score -530746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -447481.343750 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -447481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -442830.593750 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -442830.6 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -443894.406250 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -443894.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -444071.562500 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -444071.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -444168.281250 Penalty: 4249.482910
	Iteration 3Q: 3 clusters Score -444168.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -444233.750000 Penalty: 4249.482910
	Iteration 4Q: 3 clusters Score -444233.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -444289.468750 Penalty: 4249.482910
	Iteration 5Q: 3 clusters Score -444289.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -444324.250000 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -444324.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -444355.593750 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -444355.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -444379.375000 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -444379.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -444395.593750 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -444395.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -444408.937500 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -444408.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -444420.593750 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -444420.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -444429.031250 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -444429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -444438.156250 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -444438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -444444.562500 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -444444.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -444449.437500 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -444449.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -444454.531250 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -444454.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -444459.906250 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -444459.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -444464.687500 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -444464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -444466.406250 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -444466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -444465.656250 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -444465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -444467.750000 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -444467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -444467.937500 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -444467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -444468.062500 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -444468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -444468.968750 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -444469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -444470.593750 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -444470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -444470.531250 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -444470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -444473.718750 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -444473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -444476.062500 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -444476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -444478.718750 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -444478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -444478.968750 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -444479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -444480.281250 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -444480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -444480.500000 Penalty: 4249.482910
	Iteration 32Q: 3 clusters Score -444480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -444481.625000 Penalty: 4249.482910
	Iteration 33Q: 3 clusters Score -444481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -444483.281250 Penalty: 4249.482910
	Iteration 34Q: 3 clusters Score -444483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -444483.156250 Penalty: 4249.482910
	Iteration 35Q: 3 clusters Score -444483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -444485.656250 Penalty: 4249.482910
	Iteration 36Q: 3 clusters Score -444485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -444489.437500 Penalty: 4249.482910
	Iteration 37Q: 3 clusters Score -444489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -444490.218750 Penalty: 4249.482910
	Iteration 38Q: 3 clusters Score -444490.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -444493.656250 Penalty: 4249.482910
	Iteration 39Q: 3 clusters Score -444493.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -444498.000000 Penalty: 4249.482910
	Iteration 40F: 3 clusters Score -444498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -444502.437500 Penalty: 4249.482910
	Iteration 41Q: 3 clusters Score -444502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -444505.250000 Penalty: 4249.482910
	Iteration 42Q: 3 clusters Score -444505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -444507.406250 Penalty: 4249.482910
	Iteration 43Q: 3 clusters Score -444507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -444512.562500 Penalty: 4249.482910
	Iteration 44Q: 3 clusters Score -444512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -444516.593750 Penalty: 4249.482910
	Iteration 45Q: 3 clusters Score -444516.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -444520.437500 Penalty: 4249.482910
	Iteration 46Q: 3 clusters Score -444520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -444522.937500 Penalty: 4249.482910
	Iteration 47Q: 3 clusters Score -444522.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -444525.375000 Penalty: 4249.482910
	Iteration 48Q: 3 clusters Score -444525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -444526.750000 Penalty: 4249.482910
	Iteration 49Q: 3 clusters Score -444526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -444528.000000 Penalty: 4249.482910
	Iteration 50Q: 3 clusters Score -444528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -444528.593750 Penalty: 4249.482910
	Iteration 51Q: 3 clusters Score -444528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -444530.250000 Penalty: 4249.482910
	Iteration 52Q: 3 clusters Score -444530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -444530.218750 Penalty: 4249.482910
	Iteration 53Q: 3 clusters Score -444530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -444530.875000 Penalty: 4249.482910
	Iteration 54Q: 3 clusters Score -444530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -444531.343750 Penalty: 4249.482910
	Iteration 55Q: 3 clusters Score -444531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -444532.406250 Penalty: 4249.482910
	Iteration 56Q: 3 clusters Score -444532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -444532.062500 Penalty: 4249.482910
	Iteration 57Q: 3 clusters Score -444532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -444532.062500 Penalty: 4249.482910
	Iteration 58F: 3 clusters Score -444532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (109720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Entering Unmasked Estep 
Score: -11591183.000000 Penalty: 2878.210449
	Iteration 0F: 2 clusters Score -1.159118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -11520057.000000 Penalty: 5756.420898
	Iteration 0F: 3 clusters Score -1.152006e+07 nChanged 51947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -11549783.000000 Penalty: 5756.420898
	Iteration 1F: 3 clusters Score -1.154978e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -11551241.000000 Penalty: 5756.420898
	Iteration 2Q: 3 clusters Score -1.155124e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -11553805.000000 Penalty: 5756.420898
	Iteration 3Q: 3 clusters Score -1.15538e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -11557792.000000 Penalty: 5756.420898
	Iteration 4F: 3 clusters Score -1.155779e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -11563451.000000 Penalty: 5756.420898
	Iteration 5F: 3 clusters Score -1.156345e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -11570447.000000 Penalty: 5756.420898
	Iteration 6F: 3 clusters Score -1.157045e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -11577317.000000 Penalty: 5756.420898
	Iteration 7F: 3 clusters Score -1.157732e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -11582648.000000 Penalty: 5756.420898
	Iteration 8F: 3 clusters Score -1.158265e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -11585784.000000 Penalty: 5756.420898
	Iteration 9Q: 3 clusters Score -1.158578e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -11587352.000000 Penalty: 5756.420898
	Iteration 10Q: 3 clusters Score -1.158735e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -11588068.000000 Penalty: 5756.420898
	Iteration 11Q: 3 clusters Score -1.158807e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 109034 members 
Entering Unmasked Estep 
Score: -11588324.000000 Penalty: 5756.420898
	Iteration 12Q: 3 clusters Score -1.158832e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 109181 members 
Entering Unmasked Estep 
Score: -11588477.000000 Penalty: 5756.420898
	Iteration 13Q: 3 clusters Score -1.158848e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -11588558.000000 Penalty: 5756.420898
	Iteration 14Q: 3 clusters Score -1.158856e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
Score: -11588600.000000 Penalty: 5756.420898
	Iteration 15Q: 3 clusters Score -1.15886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -11588640.000000 Penalty: 5756.420898
	Iteration 16Q: 3 clusters Score -1.158864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -11588663.000000 Penalty: 5756.420898
	Iteration 17Q: 3 clusters Score -1.158866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
Score: -11588677.000000 Penalty: 5756.420898
	Iteration 18Q: 3 clusters Score -1.158868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -11588689.000000 Penalty: 5756.420898
	Iteration 19Q: 3 clusters Score -1.158869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -11588691.000000 Penalty: 5756.420898
	Iteration 20F: 3 clusters Score -1.158869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -11588690.000000 Penalty: 5756.420898
	Iteration 21Q: 3 clusters Score -1.158869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -11588698.000000 Penalty: 5756.420898
	Iteration 22Q: 3 clusters Score -1.15887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -11588689.000000 Penalty: 5756.420898
	Iteration 23Q: 3 clusters Score -1.158869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 109362 members 
Entering Unmasked Estep 
Score: -11588695.000000 Penalty: 5756.420898
	Iteration 24Q: 3 clusters Score -1.15887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -11588693.000000 Penalty: 5756.420898
	Iteration 25Q: 3 clusters Score -1.158869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -11588701.000000 Penalty: 5756.420898
	Iteration 26Q: 3 clusters Score -1.15887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -11588706.000000 Penalty: 5756.420898
	Iteration 27Q: 3 clusters Score -1.158871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -11588706.000000 Penalty: 5756.420898
	Iteration 28F: 3 clusters Score -1.158871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -394890.187500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -394890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -390993.812500 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -390993.8 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -391975.531250 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -391975.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -392261.812500 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -392261.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -392448.531250 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -392448.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -392591.843750 Penalty: 4119.029297
	Iteration 4Q: 3 clusters Score -392591.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -392691.593750 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -392691.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -392782.656250 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -392782.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -392867.031250 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -392867 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -392949.406250 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -392949.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -393046.531250 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -393046.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -393142.000000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -393142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -393226.031250 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -393226 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -393313.625000 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -393313.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -393382.875000 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -393382.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -393426.625000 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -393426.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -393455.218750 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -393455.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -393487.375000 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -393487.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -393515.843750 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -393515.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -393543.437500 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -393543.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -393561.906250 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -393561.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -393575.656250 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -393575.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -393589.531250 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -393589.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -393603.625000 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -393603.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -393613.343750 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -393613.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -393621.000000 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -393621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -393630.812500 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -393630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -393642.312500 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -393642.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -393663.625000 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -393663.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -393690.906250 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -393690.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -393718.125000 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -393718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -393734.281250 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -393734.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -393764.750000 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -393764.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -393788.343750 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -393788.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -393800.031250 Penalty: 4119.029297
	Iteration 33Q: 3 clusters Score -393800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -393809.687500 Penalty: 4119.029297
	Iteration 34Q: 3 clusters Score -393809.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -393819.250000 Penalty: 4119.029297
	Iteration 35Q: 3 clusters Score -393819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -393827.031250 Penalty: 4119.029297
	Iteration 36Q: 3 clusters Score -393827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -393837.281250 Penalty: 4119.029297
	Iteration 37Q: 3 clusters Score -393837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -393844.093750 Penalty: 4119.029297
	Iteration 38Q: 3 clusters Score -393844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -393849.843750 Penalty: 4119.029297
	Iteration 39Q: 3 clusters Score -393849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -393853.375000 Penalty: 4119.029297
	Iteration 40F: 3 clusters Score -393853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -393856.000000 Penalty: 4119.029297
	Iteration 41Q: 3 clusters Score -393856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -393859.281250 Penalty: 4119.029297
	Iteration 42Q: 3 clusters Score -393859.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -393859.906250 Penalty: 4119.029297
	Iteration 43Q: 3 clusters Score -393859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -393860.687500 Penalty: 4119.029297
	Iteration 44Q: 3 clusters Score -393860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -393860.687500 Penalty: 4119.029297
	Iteration 45F: 3 clusters Score -393860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -164922.250000 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -164922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -162145.875000 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -162145.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -162716.406250 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -162716.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162957.546875 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -162957.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -163104.218750 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -163104.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -163224.062500 Penalty: 3819.121826
	Iteration 4Q: 3 clusters Score -163224.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -163319.140625 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -163319.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -163388.125000 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -163388.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163447.968750 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -163448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -163486.125000 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -163486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -163509.453125 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -163509.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -163531.687500 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -163531.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -163545.609375 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -163545.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -163563.843750 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -163563.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -163579.125000 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -163579.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -163591.937500 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -163591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -163607.203125 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -163607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -163623.015625 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -163623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -163633.296875 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -163633.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -163641.468750 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -163641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -163645.156250 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -163645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -163646.562500 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -163646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -163649.984375 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -163650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -163656.609375 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -163656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -163665.781250 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -163665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -163671.203125 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -163671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -163674.609375 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -163674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -163679.250000 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -163679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -163685.468750 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -163685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -163691.546875 Penalty: 3819.121826
	Iteration 28Q: 3 clusters Score -163691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -163697.687500 Penalty: 3819.121826
	Iteration 29Q: 3 clusters Score -163697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -163702.531250 Penalty: 3819.121826
	Iteration 30Q: 3 clusters Score -163702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -163706.578125 Penalty: 3819.121826
	Iteration 31Q: 3 clusters Score -163706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -163709.750000 Penalty: 3819.121826
	Iteration 32Q: 3 clusters Score -163709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -163711.140625 Penalty: 3819.121826
	Iteration 33Q: 3 clusters Score -163711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -163713.031250 Penalty: 3819.121826
	Iteration 34Q: 3 clusters Score -163713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -163715.031250 Penalty: 3819.121826
	Iteration 35Q: 3 clusters Score -163715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -163717.187500 Penalty: 3819.121826
	Iteration 36Q: 3 clusters Score -163717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -163717.921875 Penalty: 3819.121826
	Iteration 37Q: 3 clusters Score -163717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163718.500000 Penalty: 3819.121826
	Iteration 38Q: 3 clusters Score -163718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -163719.203125 Penalty: 3819.121826
	Iteration 39Q: 3 clusters Score -163719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -163723.156250 Penalty: 3819.121826
	Iteration 40F: 3 clusters Score -163723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -163725.984375 Penalty: 3819.121826
	Iteration 41Q: 3 clusters Score -163726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -163727.187500 Penalty: 3819.121826
	Iteration 42Q: 3 clusters Score -163727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163729.546875 Penalty: 3819.121826
	Iteration 43Q: 3 clusters Score -163729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -163733.750000 Penalty: 3819.121826
	Iteration 44Q: 3 clusters Score -163733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -163737.062500 Penalty: 3819.121826
	Iteration 45Q: 3 clusters Score -163737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163740.671875 Penalty: 3819.121826
	Iteration 46Q: 3 clusters Score -163740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -163741.843750 Penalty: 3819.121826
	Iteration 47Q: 3 clusters Score -163741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163743.500000 Penalty: 3819.121826
	Iteration 48Q: 3 clusters Score -163743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163744.078125 Penalty: 3819.121826
	Iteration 49Q: 3 clusters Score -163744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -163744.531250 Penalty: 3819.121826
	Iteration 50Q: 3 clusters Score -163744.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -163744.531250 Penalty: 3819.121826
	Iteration 51F: 3 clusters Score -163744.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -138248.375000 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -138248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -135754.265625 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -135754.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -136187.078125 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -136187.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -136313.796875 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -136313.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136391.515625 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -136391.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -136454.093750 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -136454.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -136491.546875 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -136491.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -136523.812500 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -136523.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136543.843750 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -136543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136559.328125 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -136559.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -136586.937500 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -136586.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -136610.921875 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -136610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136627.640625 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -136627.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -136642.437500 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -136642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136659.203125 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -136659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -136669.687500 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -136669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136684.109375 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -136684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136699.796875 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -136699.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136707.812500 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -136707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136715.390625 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -136715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -136721.078125 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -136721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -136723.312500 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -136723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -703233.687500 Penalty: 2196.451904
	Iteration 0F: 2 clusters Score -703233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -697423.937500 Penalty: 4392.903809
	Iteration 0F: 3 clusters Score -697423.9 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -699040.812500 Penalty: 4392.903809
	Iteration 1F: 3 clusters Score -699040.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -699271.375000 Penalty: 4392.903809
	Iteration 2F: 3 clusters Score -699271.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -699452.562500 Penalty: 4392.903809
	Iteration 3Q: 3 clusters Score -699452.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -699619.062500 Penalty: 4392.903809
	Iteration 4Q: 3 clusters Score -699619.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -699774.750000 Penalty: 4392.903809
	Iteration 5Q: 3 clusters Score -699774.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -699941.062500 Penalty: 4392.903809
	Iteration 6Q: 3 clusters Score -699941.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -700160.562500 Penalty: 4392.903809
	Iteration 7Q: 3 clusters Score -700160.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -700431.312500 Penalty: 4392.903809
	Iteration 8Q: 3 clusters Score -700431.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -700740.562500 Penalty: 4392.903809
	Iteration 9Q: 3 clusters Score -700740.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -701090.375000 Penalty: 4392.903809
	Iteration 10Q: 3 clusters Score -701090.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -701485.687500 Penalty: 4392.903809
	Iteration 11Q: 3 clusters Score -701485.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -701877.312500 Penalty: 4392.903809
	Iteration 12Q: 3 clusters Score -701877.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -702108.437500 Penalty: 4392.903809
	Iteration 13Q: 3 clusters Score -702108.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -702215.187500 Penalty: 4392.903809
	Iteration 14Q: 3 clusters Score -702215.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -702287.000000 Penalty: 4392.903809
	Iteration 15Q: 3 clusters Score -702287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -702320.937500 Penalty: 4392.903809
	Iteration 16Q: 3 clusters Score -702320.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -702333.812500 Penalty: 4392.903809
	Iteration 17Q: 3 clusters Score -702333.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -702340.000000 Penalty: 4392.903809
	Iteration 18Q: 3 clusters Score -702340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -702346.437500 Penalty: 4392.903809
	Iteration 19Q: 3 clusters Score -702346.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -702358.312500 Penalty: 4392.903809
	Iteration 20F: 3 clusters Score -702358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -702362.125000 Penalty: 4392.903809
	Iteration 21Q: 3 clusters Score -702362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -702365.062500 Penalty: 4392.903809
	Iteration 22Q: 3 clusters Score -702365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -702365.625000 Penalty: 4392.903809
	Iteration 23Q: 3 clusters Score -702365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -702365.687500 Penalty: 4392.903809
	Iteration 24Q: 3 clusters Score -702365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -702367.375000 Penalty: 4392.903809
	Iteration 25Q: 3 clusters Score -702367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -702367.375000 Penalty: 4392.903809
	Iteration 26F: 3 clusters Score -702367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -68183.460938 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -68183.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66190.945312 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -66190.95 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66559.578125 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -66559.58 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66718.625000 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -66718.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -66871.242188 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -66871.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -66973.585938 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -66973.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67075.648438 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -67075.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -67214.109375 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -67214.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67312.242188 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -67312.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -67375.140625 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -67375.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67423.906250 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -67423.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67444.937500 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -67444.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -67468.031250 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -67468.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -67484.929688 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -67484.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67501.210938 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -67501.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67512.429688 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -67512.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -67516.546875 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -67516.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67517.265625 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -67517.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67517.265625 Penalty: 3472.617676
	Iteration 17F: 3 clusters Score -67517.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -127779.171875 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -127779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -125351.328125 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -125351.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -125912.531250 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -125912.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126358.539062 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -126358.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -126761.890625 Penalty: 3705.796143
	Iteration 3F: 3 clusters Score -126761.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127060.171875 Penalty: 3705.796143
	Iteration 4F: 3 clusters Score -127060.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127232.312500 Penalty: 3705.796143
	Iteration 5Q: 3 clusters Score -127232.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -127350.570312 Penalty: 3705.796143
	Iteration 6Q: 3 clusters Score -127350.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127407.062500 Penalty: 3705.796143
	Iteration 7Q: 3 clusters Score -127407.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127429.648438 Penalty: 3705.796143
	Iteration 8Q: 3 clusters Score -127429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -127435.398438 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -127435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127437.960938 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -127438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127437.960938 Penalty: 3705.796143
	Iteration 11F: 3 clusters Score -127438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -82955.773438 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -82955.77 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 517 members 
Entering Unmasked Estep 
Score: -81009.843750 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -81009.84 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -81359.414062 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -81359.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81532.148438 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -81532.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81673.984375 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -81673.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -81774.195312 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -81774.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81862.992188 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -81862.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81950.710938 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -81950.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82044.218750 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -82044.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -82161.718750 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -82161.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82241.312500 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -82241.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82299.250000 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -82299.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82394.437500 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -82394.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -82462.843750 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -82462.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82521.867188 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -82521.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82541.750000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -82541.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82555.703125 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -82555.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82562.890625 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -82562.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -82568.375000 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -82568.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82570.601562 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -82570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82571.554688 Penalty: 3463.500000
	Iteration 19F: 3 clusters Score -82571.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82594.609375 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -82594.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82607.726562 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -82607.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82616.171875 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -82616.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82618.929688 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -82618.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82626.007812 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -82626.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82626.007812 Penalty: 3463.500000
	Iteration 25F: 3 clusters Score -82626.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (138102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Entering Unmasked Estep 
Score: -13577453.000000 Penalty: 2935.265381
	Iteration 0F: 2 clusters Score -1.357745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -13491159.000000 Penalty: 5870.530762
	Iteration 0F: 3 clusters Score -1.349116e+07 nChanged 65993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -13531172.000000 Penalty: 5870.530762
	Iteration 1F: 3 clusters Score -1.353117e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -13533387.000000 Penalty: 5870.530762
	Iteration 2Q: 3 clusters Score -1.353339e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -13536597.000000 Penalty: 5870.530762
	Iteration 3Q: 3 clusters Score -1.35366e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -13540822.000000 Penalty: 5870.530762
	Iteration 4F: 3 clusters Score -1.354082e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -13546269.000000 Penalty: 5870.530762
	Iteration 5F: 3 clusters Score -1.354627e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -13552865.000000 Penalty: 5870.530762
	Iteration 6F: 3 clusters Score -1.355286e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -13558726.000000 Penalty: 5870.530762
	Iteration 7F: 3 clusters Score -1.355873e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -13562784.000000 Penalty: 5870.530762
	Iteration 8Q: 3 clusters Score -1.356278e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -13564862.000000 Penalty: 5870.530762
	Iteration 9Q: 3 clusters Score -1.356486e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -13566068.000000 Penalty: 5870.530762
	Iteration 10Q: 3 clusters Score -1.356607e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -13566973.000000 Penalty: 5870.530762
	Iteration 11Q: 3 clusters Score -1.356697e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -13567644.000000 Penalty: 5870.530762
	Iteration 12Q: 3 clusters Score -1.356764e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -13568297.000000 Penalty: 5870.530762
	Iteration 13Q: 3 clusters Score -1.35683e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -13568897.000000 Penalty: 5870.530762
	Iteration 14Q: 3 clusters Score -1.35689e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -13569620.000000 Penalty: 5870.530762
	Iteration 15Q: 3 clusters Score -1.356962e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -13570320.000000 Penalty: 5870.530762
	Iteration 16Q: 3 clusters Score -1.357032e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -13571030.000000 Penalty: 5870.530762
	Iteration 17Q: 3 clusters Score -1.357103e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -13571744.000000 Penalty: 5870.530762
	Iteration 18Q: 3 clusters Score -1.357174e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -13572334.000000 Penalty: 5870.530762
	Iteration 19Q: 3 clusters Score -1.357233e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 120516 members 
Entering Unmasked Estep 
Score: -13572855.000000 Penalty: 5870.530762
	Iteration 20F: 3 clusters Score -1.357286e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -13573542.000000 Penalty: 5870.530762
	Iteration 21Q: 3 clusters Score -1.357354e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -13574157.000000 Penalty: 5870.530762
	Iteration 22Q: 3 clusters Score -1.357416e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -13574557.000000 Penalty: 5870.530762
	Iteration 23Q: 3 clusters Score -1.357456e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -13574922.000000 Penalty: 5870.530762
	Iteration 24Q: 3 clusters Score -1.357492e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -13575130.000000 Penalty: 5870.530762
	Iteration 25Q: 3 clusters Score -1.357513e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 130163 members 
Entering Unmasked Estep 
Score: -13575169.000000 Penalty: 5870.530762
	Iteration 26Q: 3 clusters Score -1.357517e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -13575218.000000 Penalty: 5870.530762
	Iteration 27Q: 3 clusters Score -1.357522e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 132381 members 
Entering Unmasked Estep 
Score: -13575262.000000 Penalty: 5870.530762
	Iteration 28Q: 3 clusters Score -1.357526e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -13575218.000000 Penalty: 5870.530762
	Iteration 29Q: 3 clusters Score -1.357522e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -13575179.000000 Penalty: 5870.530762
	Iteration 30Q: 3 clusters Score -1.357518e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -13575270.000000 Penalty: 5870.530762
	Iteration 31Q: 3 clusters Score -1.357527e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -13575290.000000 Penalty: 5870.530762
	Iteration 32Q: 3 clusters Score -1.357529e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 135658 members 
Entering Unmasked Estep 
Score: -13575272.000000 Penalty: 5870.530762
	Iteration 33Q: 3 clusters Score -1.357527e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -13575351.000000 Penalty: 5870.530762
	Iteration 34Q: 3 clusters Score -1.357535e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 136150 members 
Entering Unmasked Estep 
Score: -13575364.000000 Penalty: 5870.530762
	Iteration 35Q: 3 clusters Score -1.357536e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -13575327.000000 Penalty: 5870.530762
	Iteration 36Q: 3 clusters Score -1.357533e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -13575292.000000 Penalty: 5870.530762
	Iteration 37Q: 3 clusters Score -1.357529e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 136558 members 
Entering Unmasked Estep 
Score: -13575303.000000 Penalty: 5870.530762
	Iteration 38Q: 3 clusters Score -1.35753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 136634 members 
Entering Unmasked Estep 
Score: -13575324.000000 Penalty: 5870.530762
	Iteration 39Q: 3 clusters Score -1.357532e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 136694 members 
Entering Unmasked Estep 
Score: -13575306.000000 Penalty: 5870.530762
	Iteration 40F: 3 clusters Score -1.357531e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -13575315.000000 Penalty: 5870.530762
	Iteration 41Q: 3 clusters Score -1.357532e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -13575295.000000 Penalty: 5870.530762
	Iteration 42Q: 3 clusters Score -1.35753e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 136836 members 
Entering Unmasked Estep 
Score: -13575288.000000 Penalty: 5870.530762
	Iteration 43Q: 3 clusters Score -1.357529e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 136876 members 
Entering Unmasked Estep 
Score: -13575294.000000 Penalty: 5870.530762
	Iteration 44Q: 3 clusters Score -1.357529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 136898 members 
Entering Unmasked Estep 
Score: -13575311.000000 Penalty: 5870.530762
	Iteration 45Q: 3 clusters Score -1.357531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 136923 members 
Entering Unmasked Estep 
Score: -13575311.000000 Penalty: 5870.530762
	Iteration 46Q: 3 clusters Score -1.357531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 136943 members 
Entering Unmasked Estep 
Score: -13575321.000000 Penalty: 5870.530762
	Iteration 47Q: 3 clusters Score -1.357532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -13575315.000000 Penalty: 5870.530762
	Iteration 48Q: 3 clusters Score -1.357532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 136964 members 
Entering Unmasked Estep 
Score: -13575313.000000 Penalty: 5870.530762
	Iteration 49Q: 3 clusters Score -1.357531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 136968 members 
Entering Unmasked Estep 
Score: -13575307.000000 Penalty: 5870.530762
	Iteration 50Q: 3 clusters Score -1.357531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 136976 members 
Entering Unmasked Estep 
Score: -13575315.000000 Penalty: 5870.530762
	Iteration 51Q: 3 clusters Score -1.357532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 136987 members 
Entering Unmasked Estep 
Score: -13575311.000000 Penalty: 5870.530762
	Iteration 52Q: 3 clusters Score -1.357531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 136992 members 
Entering Unmasked Estep 
Score: -13575325.000000 Penalty: 5870.530762
	Iteration 53Q: 3 clusters Score -1.357532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 136997 members 
Entering Unmasked Estep 
Score: -13575322.000000 Penalty: 5870.530762
	Iteration 54Q: 3 clusters Score -1.357532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -13575332.000000 Penalty: 5870.530762
	Iteration 55Q: 3 clusters Score -1.357533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -13575327.000000 Penalty: 5870.530762
	Iteration 56Q: 3 clusters Score -1.357533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 137016 members 
Entering Unmasked Estep 
Score: -13575326.000000 Penalty: 5870.530762
	Iteration 57Q: 3 clusters Score -1.357533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 137024 members 
Entering Unmasked Estep 
Score: -13575343.000000 Penalty: 5870.530762
	Iteration 58Q: 3 clusters Score -1.357534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -13575334.000000 Penalty: 5870.530762
	Iteration 59Q: 3 clusters Score -1.357533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -13575327.000000 Penalty: 5870.530762
	Iteration 60F: 3 clusters Score -1.357533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -13575330.000000 Penalty: 5870.530762
	Iteration 61Q: 3 clusters Score -1.357533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -13575337.000000 Penalty: 5870.530762
	Iteration 62Q: 3 clusters Score -1.357534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -13575336.000000 Penalty: 5870.530762
	Iteration 63Q: 3 clusters Score -1.357534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -13575335.000000 Penalty: 5870.530762
	Iteration 64Q: 3 clusters Score -1.357534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -13575347.000000 Penalty: 5870.530762
	Iteration 65Q: 3 clusters Score -1.357535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 137072 members 
Entering Unmasked Estep 
Score: -13575331.000000 Penalty: 5870.530762
	Iteration 66Q: 3 clusters Score -1.357533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 137072 members 
Entering Unmasked Estep 
Score: -13575337.000000 Penalty: 5870.530762
	Iteration 67Q: 3 clusters Score -1.357534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -13575331.000000 Penalty: 5870.530762
	Iteration 68Q: 3 clusters Score -1.357533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 137075 members 
Entering Unmasked Estep 
Score: -13575324.000000 Penalty: 5870.530762
	Iteration 69Q: 3 clusters Score -1.357532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -13575321.000000 Penalty: 5870.530762
	Iteration 70Q: 3 clusters Score -1.357532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -13575325.000000 Penalty: 5870.530762
	Iteration 71Q: 3 clusters Score -1.357532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -13575325.000000 Penalty: 5870.530762
	Iteration 72Q: 3 clusters Score -1.357532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 137085 members 
Entering Unmasked Estep 
Score: -13575330.000000 Penalty: 5870.530762
	Iteration 73Q: 3 clusters Score -1.357533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -13575322.000000 Penalty: 5870.530762
	Iteration 74Q: 3 clusters Score -1.357532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -13575319.000000 Penalty: 5870.530762
	Iteration 75Q: 3 clusters Score -1.357532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 137094 members 
Entering Unmasked Estep 
Score: -13575320.000000 Penalty: 5870.530762
	Iteration 76Q: 3 clusters Score -1.357532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 137098 members 
Entering Unmasked Estep 
Score: -13575323.000000 Penalty: 5870.530762
	Iteration 77Q: 3 clusters Score -1.357532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -13575335.000000 Penalty: 5870.530762
	Iteration 78Q: 3 clusters Score -1.357534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -13575336.000000 Penalty: 5870.530762
	Iteration 79Q: 3 clusters Score -1.357534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 137108 members 
Entering Unmasked Estep 
Score: -13575330.000000 Penalty: 5870.530762
	Iteration 80F: 3 clusters Score -1.357533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 137108 members 
Entering Unmasked Estep 
Score: -13575322.000000 Penalty: 5870.530762
	Iteration 81Q: 3 clusters Score -1.357532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -13575321.000000 Penalty: 5870.530762
	Iteration 82Q: 3 clusters Score -1.357532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 137112 members 
Entering Unmasked Estep 
Score: -13575314.000000 Penalty: 5870.530762
	Iteration 83Q: 3 clusters Score -1.357531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 137113 members 
Entering Unmasked Estep 
Score: -13575312.000000 Penalty: 5870.530762
	Iteration 84Q: 3 clusters Score -1.357531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -13575311.000000 Penalty: 5870.530762
	Iteration 85Q: 3 clusters Score -1.357531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -13575311.000000 Penalty: 5870.530762
	Iteration 86F: 3 clusters Score -1.357531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (107380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Entering Unmasked Estep 
Score: -11496604.000000 Penalty: 2872.864014
	Iteration 0F: 2 clusters Score -1.14966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -11430294.000000 Penalty: 5745.728027
	Iteration 0F: 3 clusters Score -1.143029e+07 nChanged 50728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -11459102.000000 Penalty: 5745.728027
	Iteration 1F: 3 clusters Score -1.14591e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -11459782.000000 Penalty: 5745.728027
	Iteration 2Q: 3 clusters Score -1.145978e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -11460491.000000 Penalty: 5745.728027
	Iteration 3Q: 3 clusters Score -1.146049e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -11461099.000000 Penalty: 5745.728027
	Iteration 4Q: 3 clusters Score -1.14611e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -11462037.000000 Penalty: 5745.728027
	Iteration 5Q: 3 clusters Score -1.146204e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -11463164.000000 Penalty: 5745.728027
	Iteration 6Q: 3 clusters Score -1.146316e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -11464607.000000 Penalty: 5745.728027
	Iteration 7Q: 3 clusters Score -1.146461e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -11466768.000000 Penalty: 5745.728027
	Iteration 8Q: 3 clusters Score -1.146677e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -11469530.000000 Penalty: 5745.728027
	Iteration 9F: 3 clusters Score -1.146953e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -11473403.000000 Penalty: 5745.728027
	Iteration 10F: 3 clusters Score -1.14734e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -11478009.000000 Penalty: 5745.728027
	Iteration 11F: 3 clusters Score -1.147801e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -11482592.000000 Penalty: 5745.728027
	Iteration 12F: 3 clusters Score -1.148259e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -11485826.000000 Penalty: 5745.728027
	Iteration 13Q: 3 clusters Score -1.148583e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -11487806.000000 Penalty: 5745.728027
	Iteration 14Q: 3 clusters Score -1.148781e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -11489333.000000 Penalty: 5745.728027
	Iteration 15Q: 3 clusters Score -1.148933e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -11490697.000000 Penalty: 5745.728027
	Iteration 16Q: 3 clusters Score -1.14907e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -11491924.000000 Penalty: 5745.728027
	Iteration 17Q: 3 clusters Score -1.149192e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -11493013.000000 Penalty: 5745.728027
	Iteration 18Q: 3 clusters Score -1.149301e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -11493965.000000 Penalty: 5745.728027
	Iteration 19Q: 3 clusters Score -1.149396e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -11494512.000000 Penalty: 5745.728027
	Iteration 20F: 3 clusters Score -1.149451e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -11494928.000000 Penalty: 5745.728027
	Iteration 21Q: 3 clusters Score -1.149493e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -11495239.000000 Penalty: 5745.728027
	Iteration 22Q: 3 clusters Score -1.149524e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -11495378.000000 Penalty: 5745.728027
	Iteration 23Q: 3 clusters Score -1.149538e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -11495526.000000 Penalty: 5745.728027
	Iteration 24Q: 3 clusters Score -1.149553e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -11495616.000000 Penalty: 5745.728027
	Iteration 25Q: 3 clusters Score -1.149562e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -11495669.000000 Penalty: 5745.728027
	Iteration 26Q: 3 clusters Score -1.149567e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -11495733.000000 Penalty: 5745.728027
	Iteration 27Q: 3 clusters Score -1.149573e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -11495742.000000 Penalty: 5745.728027
	Iteration 28Q: 3 clusters Score -1.149574e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -11495753.000000 Penalty: 5745.728027
	Iteration 29Q: 3 clusters Score -1.149575e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -11495699.000000 Penalty: 5745.728027
	Iteration 30Q: 3 clusters Score -1.14957e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -11495695.000000 Penalty: 5745.728027
	Iteration 31Q: 3 clusters Score -1.14957e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -11495687.000000 Penalty: 5745.728027
	Iteration 32Q: 3 clusters Score -1.149569e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -11495693.000000 Penalty: 5745.728027
	Iteration 33Q: 3 clusters Score -1.149569e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -11495694.000000 Penalty: 5745.728027
	Iteration 34Q: 3 clusters Score -1.149569e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -11495700.000000 Penalty: 5745.728027
	Iteration 35Q: 3 clusters Score -1.14957e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -11495697.000000 Penalty: 5745.728027
	Iteration 36Q: 3 clusters Score -1.14957e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -11495672.000000 Penalty: 5745.728027
	Iteration 37Q: 3 clusters Score -1.149567e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -11495677.000000 Penalty: 5745.728027
	Iteration 38Q: 3 clusters Score -1.149568e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -11495710.000000 Penalty: 5745.728027
	Iteration 39Q: 3 clusters Score -1.149571e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -11495728.000000 Penalty: 5745.728027
	Iteration 40F: 3 clusters Score -1.149573e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -11495721.000000 Penalty: 5745.728027
	Iteration 41Q: 3 clusters Score -1.149572e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -11495723.000000 Penalty: 5745.728027
	Iteration 42Q: 3 clusters Score -1.149572e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -11495701.000000 Penalty: 5745.728027
	Iteration 43Q: 3 clusters Score -1.14957e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -11495709.000000 Penalty: 5745.728027
	Iteration 44Q: 3 clusters Score -1.149571e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -11495698.000000 Penalty: 5745.728027
	Iteration 45Q: 3 clusters Score -1.14957e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -11495692.000000 Penalty: 5745.728027
	Iteration 46Q: 3 clusters Score -1.149569e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -11495674.000000 Penalty: 5745.728027
	Iteration 47Q: 3 clusters Score -1.149567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -11495678.000000 Penalty: 5745.728027
	Iteration 48Q: 3 clusters Score -1.149568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -11495705.000000 Penalty: 5745.728027
	Iteration 49Q: 3 clusters Score -1.14957e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -11495709.000000 Penalty: 5745.728027
	Iteration 50Q: 3 clusters Score -1.149571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -11495701.000000 Penalty: 5745.728027
	Iteration 51Q: 3 clusters Score -1.14957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -11495693.000000 Penalty: 5745.728027
	Iteration 52Q: 3 clusters Score -1.149569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -11495682.000000 Penalty: 5745.728027
	Iteration 53Q: 3 clusters Score -1.149568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -11495690.000000 Penalty: 5745.728027
	Iteration 54Q: 3 clusters Score -1.149569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -11495682.000000 Penalty: 5745.728027
	Iteration 55Q: 3 clusters Score -1.149568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -11495681.000000 Penalty: 5745.728027
	Iteration 56Q: 3 clusters Score -1.149568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -11495678.000000 Penalty: 5745.728027
	Iteration 57Q: 3 clusters Score -1.149568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -11495662.000000 Penalty: 5745.728027
	Iteration 58Q: 3 clusters Score -1.149566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -11495664.000000 Penalty: 5745.728027
	Iteration 59Q: 3 clusters Score -1.149566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -11495663.000000 Penalty: 5745.728027
	Iteration 60F: 3 clusters Score -1.149566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -11495672.000000 Penalty: 5745.728027
	Iteration 61Q: 3 clusters Score -1.149567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -11495653.000000 Penalty: 5745.728027
	Iteration 62Q: 3 clusters Score -1.149565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -11495663.000000 Penalty: 5745.728027
	Iteration 63Q: 3 clusters Score -1.149566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -11495653.000000 Penalty: 5745.728027
	Iteration 64Q: 3 clusters Score -1.149565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -11495657.000000 Penalty: 5745.728027
	Iteration 65Q: 3 clusters Score -1.149566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -11495650.000000 Penalty: 5745.728027
	Iteration 66Q: 3 clusters Score -1.149565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -11495639.000000 Penalty: 5745.728027
	Iteration 67Q: 3 clusters Score -1.149564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -11495631.000000 Penalty: 5745.728027
	Iteration 68Q: 3 clusters Score -1.149563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -11495627.000000 Penalty: 5745.728027
	Iteration 69Q: 3 clusters Score -1.149563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -11495605.000000 Penalty: 5745.728027
	Iteration 70Q: 3 clusters Score -1.14956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -11495603.000000 Penalty: 5745.728027
	Iteration 71Q: 3 clusters Score -1.14956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -11495596.000000 Penalty: 5745.728027
	Iteration 72Q: 3 clusters Score -1.14956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -11495607.000000 Penalty: 5745.728027
	Iteration 73Q: 3 clusters Score -1.149561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -11495628.000000 Penalty: 5745.728027
	Iteration 74Q: 3 clusters Score -1.149563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -11495622.000000 Penalty: 5745.728027
	Iteration 75Q: 3 clusters Score -1.149562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -11495632.000000 Penalty: 5745.728027
	Iteration 76Q: 3 clusters Score -1.149563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -11495628.000000 Penalty: 5745.728027
	Iteration 77Q: 3 clusters Score -1.149563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -11495628.000000 Penalty: 5745.728027
	Iteration 78Q: 3 clusters Score -1.149563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -11495639.000000 Penalty: 5745.728027
	Iteration 79Q: 3 clusters Score -1.149564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -11495636.000000 Penalty: 5745.728027
	Iteration 80F: 3 clusters Score -1.149564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -11495625.000000 Penalty: 5745.728027
	Iteration 81Q: 3 clusters Score -1.149562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -11495628.000000 Penalty: 5745.728027
	Iteration 82Q: 3 clusters Score -1.149563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -11495615.000000 Penalty: 5745.728027
	Iteration 83Q: 3 clusters Score -1.149562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -11495597.000000 Penalty: 5745.728027
	Iteration 84Q: 3 clusters Score -1.14956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -11495597.000000 Penalty: 5745.728027
	Iteration 85Q: 3 clusters Score -1.14956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -11495588.000000 Penalty: 5745.728027
	Iteration 86Q: 3 clusters Score -1.149559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -11495602.000000 Penalty: 5745.728027
	Iteration 87Q: 3 clusters Score -1.14956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -11495595.000000 Penalty: 5745.728027
	Iteration 88Q: 3 clusters Score -1.14956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -11495592.000000 Penalty: 5745.728027
	Iteration 89Q: 3 clusters Score -1.149559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -11495585.000000 Penalty: 5745.728027
	Iteration 90Q: 3 clusters Score -1.149558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -11495575.000000 Penalty: 5745.728027
	Iteration 91Q: 3 clusters Score -1.149558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -11495577.000000 Penalty: 5745.728027
	Iteration 92Q: 3 clusters Score -1.149558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -11495557.000000 Penalty: 5745.728027
	Iteration 93Q: 3 clusters Score -1.149556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -11495561.000000 Penalty: 5745.728027
	Iteration 94Q: 3 clusters Score -1.149556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -11495573.000000 Penalty: 5745.728027
	Iteration 95Q: 3 clusters Score -1.149557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -11495575.000000 Penalty: 5745.728027
	Iteration 96Q: 3 clusters Score -1.149558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -11495572.000000 Penalty: 5745.728027
	Iteration 97Q: 3 clusters Score -1.149557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -11495555.000000 Penalty: 5745.728027
	Iteration 98Q: 3 clusters Score -1.149556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -11495561.000000 Penalty: 5745.728027
	Iteration 99Q: 3 clusters Score -1.149556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -11495555.000000 Penalty: 5745.728027
	Iteration 100F: 3 clusters Score -1.149556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -11495549.000000 Penalty: 5745.728027
	Iteration 101Q: 3 clusters Score -1.149555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -11495550.000000 Penalty: 5745.728027
	Iteration 102Q: 3 clusters Score -1.149555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -11495559.000000 Penalty: 5745.728027
	Iteration 103Q: 3 clusters Score -1.149556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -11495555.000000 Penalty: 5745.728027
	Iteration 104Q: 3 clusters Score -1.149556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -11495552.000000 Penalty: 5745.728027
	Iteration 105Q: 3 clusters Score -1.149555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -11495552.000000 Penalty: 5745.728027
	Iteration 106Q: 3 clusters Score -1.149555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -11495552.000000 Penalty: 5745.728027
	Iteration 107F: 3 clusters Score -1.149555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -391065.718750 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -391065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -386533.500000 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -386533.5 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -387643.093750 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -387643.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -387917.968750 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -387918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -388131.093750 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -388131.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -388387.781250 Penalty: 4224.229980
	Iteration 4F: 3 clusters Score -388387.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -388720.062500 Penalty: 4224.229980
	Iteration 5F: 3 clusters Score -388720.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -389056.500000 Penalty: 4224.229980
	Iteration 6F: 3 clusters Score -389056.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -389318.312500 Penalty: 4224.229980
	Iteration 7F: 3 clusters Score -389318.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -389540.375000 Penalty: 4224.229980
	Iteration 8F: 3 clusters Score -389540.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -389698.156250 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -389698.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -389798.781250 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -389798.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -389856.437500 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -389856.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -389902.187500 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -389902.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -389959.437500 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -389959.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -390022.562500 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -390022.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -390090.750000 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -390090.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -390167.250000 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -390167.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -390217.625000 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -390217.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -390250.312500 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -390250.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -390271.125000 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -390271.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -390287.656250 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -390287.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -390304.062500 Penalty: 4224.229980
	Iteration 21Q: 3 clusters Score -390304.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -390314.718750 Penalty: 4224.229980
	Iteration 22Q: 3 clusters Score -390314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -390318.406250 Penalty: 4224.229980
	Iteration 23Q: 3 clusters Score -390318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -390320.437500 Penalty: 4224.229980
	Iteration 24Q: 3 clusters Score -390320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -390322.625000 Penalty: 4224.229980
	Iteration 25Q: 3 clusters Score -390322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -390322.062500 Penalty: 4224.229980
	Iteration 26Q: 3 clusters Score -390322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -390323.062500 Penalty: 4224.229980
	Iteration 27Q: 3 clusters Score -390323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -390323.062500 Penalty: 4224.229980
	Iteration 28F: 3 clusters Score -390323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -331760.281250 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -331760.3 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 2072 members 
Entering Unmasked Estep 
Score: -327649.937500 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -327649.9 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -328609.156250 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -328609.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -328814.062500 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -328814.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -328953.156250 Penalty: 4143.217773
	Iteration 3Q: 3 clusters Score -328953.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -329077.875000 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -329077.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -329184.156250 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -329184.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -329267.718750 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -329267.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -329328.312500 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -329328.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -329382.656250 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -329382.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -329442.093750 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -329442.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -329506.843750 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -329506.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -329569.968750 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -329570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -329640.343750 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -329640.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -329711.781250 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -329711.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -329769.750000 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -329769.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -329817.312500 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -329817.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329860.750000 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -329860.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -329909.437500 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -329909.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -329947.781250 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -329947.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -329976.218750 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -329976.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -330006.218750 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -330006.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -330045.156250 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -330045.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -330081.000000 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -330081 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -330111.781250 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -330111.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -330150.625000 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -330150.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -330189.593750 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -330189.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -330222.406250 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -330222.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -330249.468750 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -330249.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -330281.218750 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -330281.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -330317.812500 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -330317.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -330366.937500 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -330366.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -330406.343750 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -330406.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -330436.281250 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -330436.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -330465.656250 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -330465.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -330495.000000 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -330495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -330523.500000 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -330523.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -330539.531250 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -330539.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -330550.437500 Penalty: 4143.217773
	Iteration 37Q: 3 clusters Score -330550.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -330561.843750 Penalty: 4143.217773
	Iteration 38Q: 3 clusters Score -330561.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -330576.625000 Penalty: 4143.217773
	Iteration 39Q: 3 clusters Score -330576.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -330599.250000 Penalty: 4143.217773
	Iteration 40F: 3 clusters Score -330599.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -330627.562500 Penalty: 4143.217773
	Iteration 41Q: 3 clusters Score -330627.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -330655.875000 Penalty: 4143.217773
	Iteration 42Q: 3 clusters Score -330655.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -330675.187500 Penalty: 4143.217773
	Iteration 43Q: 3 clusters Score -330675.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -330695.750000 Penalty: 4143.217773
	Iteration 44Q: 3 clusters Score -330695.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -330709.781250 Penalty: 4143.217773
	Iteration 45Q: 3 clusters Score -330709.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -330717.812500 Penalty: 4143.217773
	Iteration 46Q: 3 clusters Score -330717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -330725.812500 Penalty: 4143.217773
	Iteration 47Q: 3 clusters Score -330725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -330730.781250 Penalty: 4143.217773
	Iteration 48Q: 3 clusters Score -330730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -330733.656250 Penalty: 4143.217773
	Iteration 49Q: 3 clusters Score -330733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -330741.093750 Penalty: 4143.217773
	Iteration 50Q: 3 clusters Score -330741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -330746.937500 Penalty: 4143.217773
	Iteration 51Q: 3 clusters Score -330746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -330752.437500 Penalty: 4143.217773
	Iteration 52Q: 3 clusters Score -330752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -330756.843750 Penalty: 4143.217773
	Iteration 53Q: 3 clusters Score -330756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -330758.156250 Penalty: 4143.217773
	Iteration 54Q: 3 clusters Score -330758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -330758.562500 Penalty: 4143.217773
	Iteration 55Q: 3 clusters Score -330758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -330758.562500 Penalty: 4143.217773
	Iteration 56F: 3 clusters Score -330758.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -397083.718750 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -397083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -392489.093750 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -392489.1 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -393597.843750 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -393597.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -393842.781250 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -393842.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -393995.437500 Penalty: 4236.775391
	Iteration 3F: 3 clusters Score -393995.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -394104.343750 Penalty: 4236.775391
	Iteration 4Q: 3 clusters Score -394104.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -394190.375000 Penalty: 4236.775391
	Iteration 5Q: 3 clusters Score -394190.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -394266.968750 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -394267 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -394339.812500 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -394339.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -394406.781250 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -394406.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -394471.312500 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -394471.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -394526.718750 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -394526.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -394585.312500 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -394585.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -394632.093750 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -394632.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -394684.125000 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -394684.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -394742.875000 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -394742.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -394808.906250 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -394808.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -394882.562500 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -394882.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -394960.968750 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -394961 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -395032.843750 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -395032.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -395097.718750 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -395097.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -395151.312500 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -395151.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -395187.062500 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -395187.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -395213.687500 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -395213.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -395236.593750 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -395236.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -395248.656250 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -395248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -395258.656250 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -395258.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -395268.312500 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -395268.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -395279.281250 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -395279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -395286.468750 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -395286.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -395293.843750 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -395293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -395298.375000 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -395298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -395301.843750 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -395301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -395306.781250 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -395306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -395307.968750 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -395308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -395309.906250 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -395309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -395310.812500 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -395310.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -395310.812500 Penalty: 4236.775391
	Iteration 36F: 3 clusters Score -395310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -167668.062500 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -167668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -164969.140625 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -164969.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -165501.343750 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -165501.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -165632.062500 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -165632.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -165691.671875 Penalty: 3807.070801
	Iteration 3Q: 3 clusters Score -165691.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -165733.921875 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -165733.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -165755.812500 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -165755.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -165775.218750 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -165775.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165798.171875 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -165798.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165813.609375 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -165813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165825.265625 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -165825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -165833.453125 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -165833.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -165839.843750 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -165839.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -165845.484375 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -165845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -165851.328125 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -165851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -165856.500000 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -165856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -165861.656250 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -165861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165866.531250 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -165866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165869.218750 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -165869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -165871.890625 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -165871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165876.203125 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -165876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165878.859375 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -165878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165881.312500 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -165881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165883.875000 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -165883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165887.140625 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -165887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -165891.250000 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -165891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165892.953125 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -165893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165894.296875 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -165894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165897.531250 Penalty: 3807.070801
	Iteration 27Q: 3 clusters Score -165897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165903.921875 Penalty: 3807.070801
	Iteration 28Q: 3 clusters Score -165903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165908.843750 Penalty: 3807.070801
	Iteration 29Q: 3 clusters Score -165908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165916.265625 Penalty: 3807.070801
	Iteration 30Q: 3 clusters Score -165916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165922.671875 Penalty: 3807.070801
	Iteration 31Q: 3 clusters Score -165922.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165930.031250 Penalty: 3807.070801
	Iteration 32Q: 3 clusters Score -165930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165934.156250 Penalty: 3807.070801
	Iteration 33Q: 3 clusters Score -165934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -165940.718750 Penalty: 3807.070801
	Iteration 34Q: 3 clusters Score -165940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -165946.984375 Penalty: 3807.070801
	Iteration 35Q: 3 clusters Score -165947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165952.031250 Penalty: 3807.070801
	Iteration 36Q: 3 clusters Score -165952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165959.953125 Penalty: 3807.070801
	Iteration 37Q: 3 clusters Score -165960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -165964.125000 Penalty: 3807.070801
	Iteration 38Q: 3 clusters Score -165964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165968.703125 Penalty: 3807.070801
	Iteration 39Q: 3 clusters Score -165968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165975.421875 Penalty: 3807.070801
	Iteration 40F: 3 clusters Score -165975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165977.296875 Penalty: 3807.070801
	Iteration 41Q: 3 clusters Score -165977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -165978.015625 Penalty: 3807.070801
	Iteration 42Q: 3 clusters Score -165978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -165978.015625 Penalty: 3807.070801
	Iteration 43F: 3 clusters Score -165978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -138978.218750 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -138978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -136613.000000 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -136613 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -137273.671875 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -137273.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -137781.953125 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -137782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -138361.625000 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -138361.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138810.203125 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -138810.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -139049.437500 Penalty: 3686.218506
	Iteration 5F: 3 clusters Score -139049.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139137.984375 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -139138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -139171.000000 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -139171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -139183.421875 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -139183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -139194.015625 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -139194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -139207.593750 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -139207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139212.968750 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -139213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139212.968750 Penalty: 3686.218506
	Iteration 12F: 3 clusters Score -139213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109720 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 654 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 1035 members 
Entering Unmasked Estep 
Score: -150792640.000000 Penalty: 253409.765625
Splitting cluster 50 changes total score from -150794032.000000 to -150792640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -600529.687500 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -600529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -593926.875000 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -593926.9 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -595897.812500 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -595897.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -596426.625000 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -596426.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -597045.687500 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -597045.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -597714.562500 Penalty: 4482.675293
	Iteration 4F: 3 clusters Score -597714.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -598335.125000 Penalty: 4482.675293
	Iteration 5F: 3 clusters Score -598335.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -598811.312500 Penalty: 4482.675293
	Iteration 6F: 3 clusters Score -598811.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -599176.312500 Penalty: 4482.675293
	Iteration 7F: 3 clusters Score -599176.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -599477.062500 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -599477.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -599687.000000 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -599687 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -599809.062500 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -599809.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -599881.250000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -599881.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -599918.937500 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -599918.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -599935.812500 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -599935.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -599954.062500 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -599954.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -599967.562500 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -599967.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -599978.250000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -599978.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -599985.062500 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -599985.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -599992.062500 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -599992.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -599996.937500 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -599996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -599999.750000 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -599999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -600002.875000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -600002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -600007.562500 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -600007.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -600012.437500 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -600012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -600013.312500 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -600013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -600011.812500 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -600011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -600012.937500 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -600012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -600016.187500 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -600016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -600016.187500 Penalty: 4482.675293
	Iteration 28F: 3 clusters Score -600016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1056275.625000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1056276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1046632.937500 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1046633 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1049640.250000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1049640 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1050102.375000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1050102 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1050553.500000 Penalty: 4702.489258
	Iteration 3F: 3 clusters Score -1050554 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1051025.750000 Penalty: 4702.489258
	Iteration 4F: 3 clusters Score -1051026 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1051527.875000 Penalty: 4702.489258
	Iteration 5F: 3 clusters Score -1051528 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1052047.000000 Penalty: 4702.489258
	Iteration 6F: 3 clusters Score -1052047 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1052506.125000 Penalty: 4702.489258
	Iteration 7F: 3 clusters Score -1052506 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1052883.500000 Penalty: 4702.489258
	Iteration 8Q: 3 clusters Score -1052884 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1053187.750000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1053188 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1053406.125000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1053406 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1053564.625000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1053565 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1053673.750000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1053674 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1053766.750000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1053767 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1053848.750000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1053849 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1053911.500000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1053912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1053969.000000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1053969 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1054024.125000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1054024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1054070.500000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1054070 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1054118.000000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1054118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1054156.250000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1054156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1054202.125000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1054202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1054232.250000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1054232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1054252.000000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1054252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1054274.125000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1054274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1054294.500000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1054294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1054312.375000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1054312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1054323.375000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1054323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1054337.500000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1054338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1054347.750000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1054348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1054355.250000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1054355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1054366.875000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1054367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1054373.125000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1054373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1054381.000000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1054381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1054384.250000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1054384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1054387.500000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1054388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1054390.375000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1054390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1054391.125000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1054391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1054393.125000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1054393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1054395.875000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1054396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1054395.250000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1054395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1054395.625000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1054396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1054397.000000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1054397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1054396.250000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1054396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1054394.500000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1054394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1054395.750000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1054396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1054396.250000 Penalty: 4702.489258
	Iteration 46Q: 3 clusters Score -1054396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1054396.000000 Penalty: 4702.489258
	Iteration 47Q: 3 clusters Score -1054396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1054396.000000 Penalty: 4702.489258
	Iteration 48F: 3 clusters Score -1054396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (19498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Entering Unmasked Estep 
Score: -1574905.375000 Penalty: 2449.760742
	Iteration 0F: 2 clusters Score -1574905 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 9789 members 
Entering Unmasked Estep 
Score: -1561248.625000 Penalty: 4899.521484
	Iteration 0F: 3 clusters Score -1561249 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1565656.125000 Penalty: 4899.521484
	Iteration 1F: 3 clusters Score -1565656 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1566007.250000 Penalty: 4899.521484
	Iteration 2F: 3 clusters Score -1566007 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1566272.625000 Penalty: 4899.521484
	Iteration 3Q: 3 clusters Score -1566273 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1566501.375000 Penalty: 4899.521484
	Iteration 4Q: 3 clusters Score -1566501 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1566687.625000 Penalty: 4899.521484
	Iteration 5Q: 3 clusters Score -1566688 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1566838.750000 Penalty: 4899.521484
	Iteration 6Q: 3 clusters Score -1566839 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1566978.000000 Penalty: 4899.521484
	Iteration 7Q: 3 clusters Score -1566978 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1567102.125000 Penalty: 4899.521484
	Iteration 8Q: 3 clusters Score -1567102 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1567222.375000 Penalty: 4899.521484
	Iteration 9Q: 3 clusters Score -1567222 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1567346.250000 Penalty: 4899.521484
	Iteration 10Q: 3 clusters Score -1567346 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1567474.125000 Penalty: 4899.521484
	Iteration 11Q: 3 clusters Score -1567474 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1567613.750000 Penalty: 4899.521484
	Iteration 12Q: 3 clusters Score -1567614 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1567753.250000 Penalty: 4899.521484
	Iteration 13Q: 3 clusters Score -1567753 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1567899.875000 Penalty: 4899.521484
	Iteration 14Q: 3 clusters Score -1567900 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1568050.250000 Penalty: 4899.521484
	Iteration 15Q: 3 clusters Score -1568050 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1568191.750000 Penalty: 4899.521484
	Iteration 16Q: 3 clusters Score -1568192 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1568350.500000 Penalty: 4899.521484
	Iteration 17Q: 3 clusters Score -1568350 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1568534.375000 Penalty: 4899.521484
	Iteration 18Q: 3 clusters Score -1568534 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1568743.375000 Penalty: 4899.521484
	Iteration 19Q: 3 clusters Score -1568743 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1569026.875000 Penalty: 4899.521484
	Iteration 20F: 3 clusters Score -1569027 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1569392.250000 Penalty: 4899.521484
	Iteration 21Q: 3 clusters Score -1569392 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1569888.750000 Penalty: 4899.521484
	Iteration 22Q: 3 clusters Score -1569889 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1570441.875000 Penalty: 4899.521484
	Iteration 23Q: 3 clusters Score -1570442 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1570906.500000 Penalty: 4899.521484
	Iteration 24Q: 3 clusters Score -1570906 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1571225.625000 Penalty: 4899.521484
	Iteration 25Q: 3 clusters Score -1571226 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1571451.875000 Penalty: 4899.521484
	Iteration 26Q: 3 clusters Score -1571452 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1571620.125000 Penalty: 4899.521484
	Iteration 27Q: 3 clusters Score -1571620 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1571774.375000 Penalty: 4899.521484
	Iteration 28Q: 3 clusters Score -1571774 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1571896.250000 Penalty: 4899.521484
	Iteration 29Q: 3 clusters Score -1571896 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1571994.250000 Penalty: 4899.521484
	Iteration 30Q: 3 clusters Score -1571994 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1572086.750000 Penalty: 4899.521484
	Iteration 31Q: 3 clusters Score -1572087 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1572139.375000 Penalty: 4899.521484
	Iteration 32Q: 3 clusters Score -1572139 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1572183.625000 Penalty: 4899.521484
	Iteration 33Q: 3 clusters Score -1572184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1572209.750000 Penalty: 4899.521484
	Iteration 34Q: 3 clusters Score -1572210 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1572238.500000 Penalty: 4899.521484
	Iteration 35Q: 3 clusters Score -1572238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1572256.125000 Penalty: 4899.521484
	Iteration 36Q: 3 clusters Score -1572256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1572276.500000 Penalty: 4899.521484
	Iteration 37Q: 3 clusters Score -1572276 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1572295.875000 Penalty: 4899.521484
	Iteration 38Q: 3 clusters Score -1572296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1572320.000000 Penalty: 4899.521484
	Iteration 39Q: 3 clusters Score -1572320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1572333.125000 Penalty: 4899.521484
	Iteration 40F: 3 clusters Score -1572333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1572343.875000 Penalty: 4899.521484
	Iteration 41Q: 3 clusters Score -1572344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1572353.750000 Penalty: 4899.521484
	Iteration 42Q: 3 clusters Score -1572354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1572363.250000 Penalty: 4899.521484
	Iteration 43Q: 3 clusters Score -1572363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1572366.875000 Penalty: 4899.521484
	Iteration 44Q: 3 clusters Score -1572367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1572371.000000 Penalty: 4899.521484
	Iteration 45Q: 3 clusters Score -1572371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1572380.750000 Penalty: 4899.521484
	Iteration 46Q: 3 clusters Score -1572381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1572383.750000 Penalty: 4899.521484
	Iteration 47Q: 3 clusters Score -1572384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1572387.750000 Penalty: 4899.521484
	Iteration 48Q: 3 clusters Score -1572388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1572390.000000 Penalty: 4899.521484
	Iteration 49Q: 3 clusters Score -1572390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1572397.500000 Penalty: 4899.521484
	Iteration 50Q: 3 clusters Score -1572398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1572409.375000 Penalty: 4899.521484
	Iteration 51Q: 3 clusters Score -1572409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1572414.125000 Penalty: 4899.521484
	Iteration 52Q: 3 clusters Score -1572414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1572423.000000 Penalty: 4899.521484
	Iteration 53Q: 3 clusters Score -1572423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1572425.500000 Penalty: 4899.521484
	Iteration 54Q: 3 clusters Score -1572426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1572428.500000 Penalty: 4899.521484
	Iteration 55Q: 3 clusters Score -1572428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1572439.250000 Penalty: 4899.521484
	Iteration 56Q: 3 clusters Score -1572439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1572442.250000 Penalty: 4899.521484
	Iteration 57Q: 3 clusters Score -1572442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1572448.625000 Penalty: 4899.521484
	Iteration 58Q: 3 clusters Score -1572449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1572475.125000 Penalty: 4899.521484
	Iteration 59Q: 3 clusters Score -1572475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1572488.750000 Penalty: 4899.521484
	Iteration 60F: 3 clusters Score -1572489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1572506.750000 Penalty: 4899.521484
	Iteration 61Q: 3 clusters Score -1572507 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1572535.875000 Penalty: 4899.521484
	Iteration 62Q: 3 clusters Score -1572536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1572579.250000 Penalty: 4899.521484
	Iteration 63Q: 3 clusters Score -1572579 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1572614.500000 Penalty: 4899.521484
	Iteration 64Q: 3 clusters Score -1572614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1572677.125000 Penalty: 4899.521484
	Iteration 65Q: 3 clusters Score -1572677 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1572747.625000 Penalty: 4899.521484
	Iteration 66Q: 3 clusters Score -1572748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1572845.875000 Penalty: 4899.521484
	Iteration 67Q: 3 clusters Score -1572846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1572972.875000 Penalty: 4899.521484
	Iteration 68Q: 3 clusters Score -1572973 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1573126.125000 Penalty: 4899.521484
	Iteration 69Q: 3 clusters Score -1573126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1573280.250000 Penalty: 4899.521484
	Iteration 70Q: 3 clusters Score -1573280 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1573417.500000 Penalty: 4899.521484
	Iteration 71Q: 3 clusters Score -1573418 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1573516.500000 Penalty: 4899.521484
	Iteration 72Q: 3 clusters Score -1573516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1573573.125000 Penalty: 4899.521484
	Iteration 73Q: 3 clusters Score -1573573 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1573613.125000 Penalty: 4899.521484
	Iteration 74Q: 3 clusters Score -1573613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1573630.250000 Penalty: 4899.521484
	Iteration 75Q: 3 clusters Score -1573630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1573649.125000 Penalty: 4899.521484
	Iteration 76Q: 3 clusters Score -1573649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1573658.250000 Penalty: 4899.521484
	Iteration 77Q: 3 clusters Score -1573658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1573661.625000 Penalty: 4899.521484
	Iteration 78Q: 3 clusters Score -1573662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1573664.125000 Penalty: 4899.521484
	Iteration 79Q: 3 clusters Score -1573664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1573667.625000 Penalty: 4899.521484
	Iteration 80F: 3 clusters Score -1573668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1573674.125000 Penalty: 4899.521484
	Iteration 81Q: 3 clusters Score -1573674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1573674.875000 Penalty: 4899.521484
	Iteration 82Q: 3 clusters Score -1573675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1573678.000000 Penalty: 4899.521484
	Iteration 83Q: 3 clusters Score -1573678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1573681.125000 Penalty: 4899.521484
	Iteration 84Q: 3 clusters Score -1573681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1573688.000000 Penalty: 4899.521484
	Iteration 85Q: 3 clusters Score -1573688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1573685.125000 Penalty: 4899.521484
	Iteration 86Q: 3 clusters Score -1573685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1573687.250000 Penalty: 4899.521484
	Iteration 87Q: 3 clusters Score -1573687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1573685.250000 Penalty: 4899.521484
	Iteration 88Q: 3 clusters Score -1573685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1573689.000000 Penalty: 4899.521484
	Iteration 89Q: 3 clusters Score -1573689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1573689.375000 Penalty: 4899.521484
	Iteration 90Q: 3 clusters Score -1573689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1573691.250000 Penalty: 4899.521484
	Iteration 91Q: 3 clusters Score -1573691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1573689.875000 Penalty: 4899.521484
	Iteration 92Q: 3 clusters Score -1573690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1573686.625000 Penalty: 4899.521484
	Iteration 93Q: 3 clusters Score -1573687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1573687.375000 Penalty: 4899.521484
	Iteration 94Q: 3 clusters Score -1573687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1573685.125000 Penalty: 4899.521484
	Iteration 95Q: 3 clusters Score -1573685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1573683.500000 Penalty: 4899.521484
	Iteration 96Q: 3 clusters Score -1573684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1573686.625000 Penalty: 4899.521484
	Iteration 97Q: 3 clusters Score -1573687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1573687.875000 Penalty: 4899.521484
	Iteration 98Q: 3 clusters Score -1573688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1573687.125000 Penalty: 4899.521484
	Iteration 99Q: 3 clusters Score -1573687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1573687.500000 Penalty: 4899.521484
	Iteration 100F: 3 clusters Score -1573688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -113287.398438 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -113287.4 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 663 members 
Entering Unmasked Estep 
Score: -111294.539062 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -111294.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -112300.406250 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -112300.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -112938.281250 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -112938.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113234.476562 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -113234.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -113337.859375 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -113337.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -113417.476562 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -113417.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113462.445312 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -113462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113478.539062 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -113478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -113497.109375 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -113497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -113525.171875 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -113525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -113553.812500 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -113553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -113594.617188 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -113594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -113631.914062 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -113631.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -113669.796875 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -113669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -113700.546875 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -113700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -113713.695312 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -113713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -113723.093750 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -113723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -113724.070312 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -113724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -113724.070312 Penalty: 3552.164551
	Iteration 18F: 3 clusters Score -113724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109720 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 319 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 970 members 
Entering Unmasked Estep 
Score: -150792848.000000 Penalty: 253409.765625
Splitting cluster 54 changes total score from -150794032.000000 to -150792848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -953659.750000 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -953659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -946497.687500 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -946497.7 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -948536.000000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -948536 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -948826.562500 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -948826.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -949057.125000 Penalty: 4528.156250
	Iteration 3F: 3 clusters Score -949057.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -949255.687500 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -949255.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -949444.625000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -949444.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -949620.812500 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -949620.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -949810.687500 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -949810.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -949990.375000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -949990.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -950187.000000 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -950187 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -950430.250000 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -950430.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -950705.375000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -950705.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -950999.437500 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -950999.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -951296.750000 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -951296.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -951563.125000 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -951563.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -951754.062500 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -951754.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -951924.312500 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -951924.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -952035.687500 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -952035.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -952087.500000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -952087.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -952119.187500 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -952119.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -952132.750000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -952132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -952140.250000 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -952140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -952144.187500 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -952144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -952145.812500 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -952145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -952147.062500 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -952147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -952150.750000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -952150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -952153.000000 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -952153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -952158.000000 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -952158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -952161.187500 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -952161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -952166.312500 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -952166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -952167.500000 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -952167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -952169.437500 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -952169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -952169.437500 Penalty: 4528.156250
	Iteration 32F: 3 clusters Score -952169.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -556593.312500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -556593.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -551913.937500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -551913.9 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -552992.937500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -552992.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -553164.437500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -553164.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -553268.687500 Penalty: 4259.475098
	Iteration 3Q: 3 clusters Score -553268.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -553337.937500 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -553337.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -553391.000000 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -553391 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -553445.937500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -553445.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -553491.437500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -553491.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -553527.312500 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -553527.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -553558.687500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -553558.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -553590.062500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -553590.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -553616.000000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -553616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -553639.062500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -553639.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -553660.250000 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -553660.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -553684.937500 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -553684.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -553714.875000 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -553714.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -553748.125000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -553748.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -553774.500000 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -553774.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -553800.562500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -553800.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -553821.500000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -553821.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -553841.875000 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -553841.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -553861.000000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -553861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -553890.750000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -553890.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -553920.375000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -553920.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -553949.562500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -553949.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -553981.312500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -553981.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -554018.562500 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -554018.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -554066.562500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -554066.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -554120.375000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -554120.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -554159.812500 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -554159.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -554207.812500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -554207.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -554245.750000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -554245.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -554282.375000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -554282.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -554309.062500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -554309.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -554331.125000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -554331.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -554356.125000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -554356.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -554376.812500 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -554376.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -554400.125000 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -554400.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -554415.500000 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -554415.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -554431.187500 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -554431.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -554451.750000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -554451.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -554470.812500 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -554470.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -554493.437500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -554493.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -554504.687500 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -554504.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -554516.062500 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -554516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -554521.812500 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -554521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -554527.625000 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -554527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -554533.062500 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -554533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -554537.375000 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -554537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -554543.500000 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -554543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -554545.937500 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -554545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -554548.625000 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -554548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -554550.562500 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -554550.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -554553.125000 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -554553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -554554.437500 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -554554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -554558.187500 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -554558.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -554561.687500 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -554561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -554565.562500 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -554565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -554568.625000 Penalty: 4259.475098
	Iteration 58Q: 3 clusters Score -554568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -554569.375000 Penalty: 4259.475098
	Iteration 59Q: 3 clusters Score -554569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -554572.562500 Penalty: 4259.475098
	Iteration 60F: 3 clusters Score -554572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -554574.437500 Penalty: 4259.475098
	Iteration 61Q: 3 clusters Score -554574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -554579.375000 Penalty: 4259.475098
	Iteration 62Q: 3 clusters Score -554579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -554583.250000 Penalty: 4259.475098
	Iteration 63Q: 3 clusters Score -554583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -554584.812500 Penalty: 4259.475098
	Iteration 64Q: 3 clusters Score -554584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -554587.000000 Penalty: 4259.475098
	Iteration 65Q: 3 clusters Score -554587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -554587.625000 Penalty: 4259.475098
	Iteration 66Q: 3 clusters Score -554587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -554588.812500 Penalty: 4259.475098
	Iteration 67Q: 3 clusters Score -554588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -554589.937500 Penalty: 4259.475098
	Iteration 68Q: 3 clusters Score -554589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -554593.312500 Penalty: 4259.475098
	Iteration 69Q: 3 clusters Score -554593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -554594.250000 Penalty: 4259.475098
	Iteration 70Q: 3 clusters Score -554594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -554596.375000 Penalty: 4259.475098
	Iteration 71Q: 3 clusters Score -554596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -554597.437500 Penalty: 4259.475098
	Iteration 72Q: 3 clusters Score -554597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -554598.437500 Penalty: 4259.475098
	Iteration 73Q: 3 clusters Score -554598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -554598.937500 Penalty: 4259.475098
	Iteration 74Q: 3 clusters Score -554598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -554598.937500 Penalty: 4259.475098
	Iteration 75F: 3 clusters Score -554598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -235992.078125 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -235992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -232935.109375 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -232935.1 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -233717.609375 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -233717.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -234010.046875 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -234010 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -234212.031250 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -234212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -234411.000000 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -234411 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -234614.921875 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -234614.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -234831.984375 Penalty: 3921.099121
	Iteration 6F: 3 clusters Score -234832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235024.984375 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -235025 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -235163.140625 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -235163.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -235273.375000 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -235273.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -235332.156250 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -235332.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -235362.765625 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -235362.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235379.312500 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -235379.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -235391.703125 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -235391.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -235401.000000 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -235401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235408.703125 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -235408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235419.671875 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -235419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235429.437500 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -235429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -235434.828125 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -235434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235438.718750 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -235438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235439.500000 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -235439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -235440.937500 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -235440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235441.796875 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -235441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235444.906250 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -235444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -235447.406250 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -235447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -235448.796875 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -235448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -235448.796875 Penalty: 3921.099121
	Iteration 26F: 3 clusters Score -235448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -416327.281250 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -416327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -412218.156250 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -412218.2 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -413185.937500 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -413185.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -413497.843750 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -413497.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -413804.437500 Penalty: 4162.135742
	Iteration 3F: 3 clusters Score -413804.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -414169.750000 Penalty: 4162.135742
	Iteration 4F: 3 clusters Score -414169.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -414559.437500 Penalty: 4162.135742
	Iteration 5F: 3 clusters Score -414559.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -414905.687500 Penalty: 4162.135742
	Iteration 6F: 3 clusters Score -414905.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -415153.187500 Penalty: 4162.135742
	Iteration 7F: 3 clusters Score -415153.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -415306.781250 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -415306.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -415418.562500 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -415418.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -415504.968750 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -415505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -415561.375000 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -415561.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -415600.593750 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -415600.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -415640.593750 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -415640.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -415665.875000 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -415665.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -415688.687500 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -415688.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -415705.312500 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -415705.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -415715.937500 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -415715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -415722.687500 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -415722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -415726.656250 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -415726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -415730.031250 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -415730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -415731.656250 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -415731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -415732.125000 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -415732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -415734.343750 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -415734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -415737.906250 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -415737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -415739.562500 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -415739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -415740.718750 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -415740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -415741.343750 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -415741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -415741.343750 Penalty: 4162.135742
	Iteration 28F: 3 clusters Score -415741.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -209990.937500 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -209990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -206788.718750 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -206788.7 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -207420.203125 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -207420.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -207631.062500 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -207631.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -207760.828125 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -207760.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -207845.640625 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -207845.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -207920.703125 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -207920.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -207972.859375 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -207972.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -208011.500000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -208011.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -208048.000000 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -208048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208085.265625 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -208085.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208121.250000 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -208121.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -208149.984375 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -208150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208179.312500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -208179.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -208205.453125 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -208205.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -208238.968750 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -208239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208273.796875 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -208273.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -208301.078125 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -208301.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -208325.015625 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -208325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -208364.218750 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -208364.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -208394.484375 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -208394.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -208417.843750 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -208417.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -208443.421875 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -208443.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -208464.296875 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -208464.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -208480.640625 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -208480.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208492.859375 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -208492.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -208498.296875 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -208498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208501.203125 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -208501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -208503.531250 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -208503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -208504.296875 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -208504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -208504.984375 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -208505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -208505.265625 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -208505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -208506.671875 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -208506.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -208512.203125 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -208512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -208514.875000 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -208514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -208518.843750 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -208518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -208521.046875 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -208521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208524.578125 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -208524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208526.796875 Penalty: 3948.839600
	Iteration 37Q: 3 clusters Score -208526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208529.625000 Penalty: 3948.839600
	Iteration 38Q: 3 clusters Score -208529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208531.187500 Penalty: 3948.839600
	Iteration 39Q: 3 clusters Score -208531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -208533.296875 Penalty: 3948.839600
	Iteration 40F: 3 clusters Score -208533.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -208536.718750 Penalty: 3948.839600
	Iteration 41Q: 3 clusters Score -208536.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -208540.656250 Penalty: 3948.839600
	Iteration 42Q: 3 clusters Score -208540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -208543.328125 Penalty: 3948.839600
	Iteration 43Q: 3 clusters Score -208543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208544.937500 Penalty: 3948.839600
	Iteration 44Q: 3 clusters Score -208544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -208549.078125 Penalty: 3948.839600
	Iteration 45Q: 3 clusters Score -208549.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -208553.390625 Penalty: 3948.839600
	Iteration 46Q: 3 clusters Score -208553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -208559.859375 Penalty: 3948.839600
	Iteration 47Q: 3 clusters Score -208559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -208567.125000 Penalty: 3948.839600
	Iteration 48Q: 3 clusters Score -208567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -208571.281250 Penalty: 3948.839600
	Iteration 49Q: 3 clusters Score -208571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -208576.609375 Penalty: 3948.839600
	Iteration 50Q: 3 clusters Score -208576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -208582.703125 Penalty: 3948.839600
	Iteration 51Q: 3 clusters Score -208582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -208586.937500 Penalty: 3948.839600
	Iteration 52Q: 3 clusters Score -208586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -208591.093750 Penalty: 3948.839600
	Iteration 53Q: 3 clusters Score -208591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -208592.828125 Penalty: 3948.839600
	Iteration 54Q: 3 clusters Score -208592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -208595.671875 Penalty: 3948.839600
	Iteration 55Q: 3 clusters Score -208595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208598.390625 Penalty: 3948.839600
	Iteration 56Q: 3 clusters Score -208598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208602.062500 Penalty: 3948.839600
	Iteration 57Q: 3 clusters Score -208602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208603.078125 Penalty: 3948.839600
	Iteration 58Q: 3 clusters Score -208603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -208603.312500 Penalty: 3948.839600
	Iteration 59Q: 3 clusters Score -208603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -208603.593750 Penalty: 3948.839600
	Iteration 60F: 3 clusters Score -208603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208604.546875 Penalty: 3948.839600
	Iteration 61Q: 3 clusters Score -208604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -208604.546875 Penalty: 3948.839600
	Iteration 62Q: 3 clusters Score -208604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -208604.546875 Penalty: 3948.839600
	Iteration 63F: 3 clusters Score -208604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -543756.125000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -543756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -538767.312500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -538767.3 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -540060.875000 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -540060.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -540320.937500 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -540320.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -540488.437500 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -540488.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -540615.187500 Penalty: 4292.467773
	Iteration 4Q: 3 clusters Score -540615.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -540739.250000 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -540739.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -540891.812500 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -540891.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -541127.687500 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -541127.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -541437.250000 Penalty: 4292.467773
	Iteration 8F: 3 clusters Score -541437.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -541757.125000 Penalty: 4292.467773
	Iteration 9F: 3 clusters Score -541757.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -542100.562500 Penalty: 4292.467773
	Iteration 10F: 3 clusters Score -542100.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -542417.312500 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -542417.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -542607.375000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -542607.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -542724.437500 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -542724.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -542787.812500 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -542787.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -542836.125000 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -542836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -542868.187500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -542868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -542881.562500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -542881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -542883.750000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -542883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -542886.000000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -542886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -542886.000000 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -542886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -544916.812500 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -544916.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -538911.187500 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -538911.2 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -540685.250000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -540685.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -541058.875000 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -541058.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -541361.625000 Penalty: 4412.979492
	Iteration 3F: 3 clusters Score -541361.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -541659.062500 Penalty: 4412.979492
	Iteration 4F: 3 clusters Score -541659.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -541958.687500 Penalty: 4412.979492
	Iteration 5F: 3 clusters Score -541958.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -542251.062500 Penalty: 4412.979492
	Iteration 6F: 3 clusters Score -542251.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -542518.062500 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -542518.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -542725.125000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -542725.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -542906.812500 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -542906.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -543048.625000 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -543048.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -543154.875000 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -543154.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -543231.000000 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -543231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -543282.500000 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -543282.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -543324.437500 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -543324.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -543355.062500 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -543355.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -543384.125000 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -543384.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -543411.062500 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -543411.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -543442.375000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -543442.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -543475.250000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -543475.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -543500.312500 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -543500.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -543521.750000 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -543521.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -543541.750000 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -543541.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -543558.875000 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -543558.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -543570.812500 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -543570.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -543583.625000 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -543583.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -543598.250000 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -543598.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -543616.812500 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -543616.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -543646.125000 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -543646.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -543674.125000 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -543674.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -543701.437500 Penalty: 4412.979492
	Iteration 30Q: 3 clusters Score -543701.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -543738.187500 Penalty: 4412.979492
	Iteration 31Q: 3 clusters Score -543738.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -543785.875000 Penalty: 4412.979492
	Iteration 32Q: 3 clusters Score -543785.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -543839.000000 Penalty: 4412.979492
	Iteration 33Q: 3 clusters Score -543839 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -543896.500000 Penalty: 4412.979492
	Iteration 34Q: 3 clusters Score -543896.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -543961.000000 Penalty: 4412.979492
	Iteration 35Q: 3 clusters Score -543961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -544010.000000 Penalty: 4412.979492
	Iteration 36Q: 3 clusters Score -544010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -544048.625000 Penalty: 4412.979492
	Iteration 37Q: 3 clusters Score -544048.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -544070.875000 Penalty: 4412.979492
	Iteration 38Q: 3 clusters Score -544070.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -544082.750000 Penalty: 4412.979492
	Iteration 39Q: 3 clusters Score -544082.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -544092.000000 Penalty: 4412.979492
	Iteration 40F: 3 clusters Score -544092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -544095.562500 Penalty: 4412.979492
	Iteration 41Q: 3 clusters Score -544095.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -544101.062500 Penalty: 4412.979492
	Iteration 42Q: 3 clusters Score -544101.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -544102.687500 Penalty: 4412.979492
	Iteration 43Q: 3 clusters Score -544102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -544106.437500 Penalty: 4412.979492
	Iteration 44Q: 3 clusters Score -544106.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -544110.937500 Penalty: 4412.979492
	Iteration 45Q: 3 clusters Score -544110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -544112.812500 Penalty: 4412.979492
	Iteration 46Q: 3 clusters Score -544112.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -544116.312500 Penalty: 4412.979492
	Iteration 47Q: 3 clusters Score -544116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -544118.312500 Penalty: 4412.979492
	Iteration 48Q: 3 clusters Score -544118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -544119.625000 Penalty: 4412.979492
	Iteration 49Q: 3 clusters Score -544119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -544123.125000 Penalty: 4412.979492
	Iteration 50Q: 3 clusters Score -544123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -544122.062500 Penalty: 4412.979492
	Iteration 51Q: 3 clusters Score -544122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -544123.500000 Penalty: 4412.979492
	Iteration 52Q: 3 clusters Score -544123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -544122.625000 Penalty: 4412.979492
	Iteration 53Q: 3 clusters Score -544122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -544123.750000 Penalty: 4412.979492
	Iteration 54Q: 3 clusters Score -544123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -544125.062500 Penalty: 4412.979492
	Iteration 55Q: 3 clusters Score -544125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -544125.062500 Penalty: 4412.979492
	Iteration 56F: 3 clusters Score -544125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -212017.765625 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -212017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -208939.343750 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -208939.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -209523.671875 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -209523.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -209665.390625 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -209665.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -209748.640625 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -209748.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -209809.296875 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -209809.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -209859.312500 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -209859.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -209894.031250 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -209894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -209924.671875 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -209924.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -209945.421875 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -209945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -209966.328125 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -209966.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -209986.093750 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -209986.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210008.187500 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -210008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -210026.187500 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -210026.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -210044.375000 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -210044.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -210061.656250 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -210061.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -210071.390625 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -210071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -210080.109375 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -210080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -210085.750000 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -210085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -210091.609375 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -210091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -210100.171875 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -210100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210106.328125 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -210106.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -210115.781250 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -210115.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -210125.500000 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -210125.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -210135.125000 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -210135.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -210141.000000 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -210141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -210147.312500 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -210147.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -210152.406250 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -210152.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -210157.859375 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -210157.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -210161.578125 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -210161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -210165.015625 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -210165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -210171.625000 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -210171.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -210183.265625 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -210183.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -210204.046875 Penalty: 3926.012695
	Iteration 32Q: 3 clusters Score -210204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -210234.812500 Penalty: 3926.012695
	Iteration 33Q: 3 clusters Score -210234.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -210267.656250 Penalty: 3926.012695
	Iteration 34Q: 3 clusters Score -210267.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -210295.468750 Penalty: 3926.012695
	Iteration 35Q: 3 clusters Score -210295.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -210323.734375 Penalty: 3926.012695
	Iteration 36Q: 3 clusters Score -210323.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -210352.828125 Penalty: 3926.012695
	Iteration 37Q: 3 clusters Score -210352.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -210376.218750 Penalty: 3926.012695
	Iteration 38Q: 3 clusters Score -210376.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -210395.500000 Penalty: 3926.012695
	Iteration 39Q: 3 clusters Score -210395.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -210419.031250 Penalty: 3926.012695
	Iteration 40F: 3 clusters Score -210419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -210449.125000 Penalty: 3926.012695
	Iteration 41Q: 3 clusters Score -210449.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -210490.203125 Penalty: 3926.012695
	Iteration 42Q: 3 clusters Score -210490.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -210522.515625 Penalty: 3926.012695
	Iteration 43Q: 3 clusters Score -210522.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -210553.453125 Penalty: 3926.012695
	Iteration 44Q: 3 clusters Score -210553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -210582.984375 Penalty: 3926.012695
	Iteration 45Q: 3 clusters Score -210583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -210604.156250 Penalty: 3926.012695
	Iteration 46Q: 3 clusters Score -210604.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -210620.250000 Penalty: 3926.012695
	Iteration 47Q: 3 clusters Score -210620.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -210635.531250 Penalty: 3926.012695
	Iteration 48Q: 3 clusters Score -210635.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -210644.984375 Penalty: 3926.012695
	Iteration 49Q: 3 clusters Score -210645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -210656.437500 Penalty: 3926.012695
	Iteration 50Q: 3 clusters Score -210656.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -210670.765625 Penalty: 3926.012695
	Iteration 51Q: 3 clusters Score -210670.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -210687.625000 Penalty: 3926.012695
	Iteration 52Q: 3 clusters Score -210687.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -210699.531250 Penalty: 3926.012695
	Iteration 53Q: 3 clusters Score -210699.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210709.343750 Penalty: 3926.012695
	Iteration 54Q: 3 clusters Score -210709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -210716.625000 Penalty: 3926.012695
	Iteration 55Q: 3 clusters Score -210716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -210721.828125 Penalty: 3926.012695
	Iteration 56Q: 3 clusters Score -210721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -210729.343750 Penalty: 3926.012695
	Iteration 57Q: 3 clusters Score -210729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210735.609375 Penalty: 3926.012695
	Iteration 58Q: 3 clusters Score -210735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -210739.515625 Penalty: 3926.012695
	Iteration 59Q: 3 clusters Score -210739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -210741.421875 Penalty: 3926.012695
	Iteration 60F: 3 clusters Score -210741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -210743.171875 Penalty: 3926.012695
	Iteration 61Q: 3 clusters Score -210743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210746.453125 Penalty: 3926.012695
	Iteration 62Q: 3 clusters Score -210746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -210752.796875 Penalty: 3926.012695
	Iteration 63Q: 3 clusters Score -210752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -210760.062500 Penalty: 3926.012695
	Iteration 64Q: 3 clusters Score -210760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -210767.500000 Penalty: 3926.012695
	Iteration 65Q: 3 clusters Score -210767.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -210775.234375 Penalty: 3926.012695
	Iteration 66Q: 3 clusters Score -210775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -210785.078125 Penalty: 3926.012695
	Iteration 67Q: 3 clusters Score -210785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -210794.531250 Penalty: 3926.012695
	Iteration 68Q: 3 clusters Score -210794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -210803.031250 Penalty: 3926.012695
	Iteration 69Q: 3 clusters Score -210803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -210812.218750 Penalty: 3926.012695
	Iteration 70Q: 3 clusters Score -210812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -210824.718750 Penalty: 3926.012695
	Iteration 71Q: 3 clusters Score -210824.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -210831.187500 Penalty: 3926.012695
	Iteration 72Q: 3 clusters Score -210831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -210835.031250 Penalty: 3926.012695
	Iteration 73Q: 3 clusters Score -210835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -210840.109375 Penalty: 3926.012695
	Iteration 74Q: 3 clusters Score -210840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -210843.984375 Penalty: 3926.012695
	Iteration 75Q: 3 clusters Score -210844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -210849.453125 Penalty: 3926.012695
	Iteration 76Q: 3 clusters Score -210849.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -210853.062500 Penalty: 3926.012695
	Iteration 77Q: 3 clusters Score -210853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -210858.125000 Penalty: 3926.012695
	Iteration 78Q: 3 clusters Score -210858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -210860.015625 Penalty: 3926.012695
	Iteration 79Q: 3 clusters Score -210860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -210861.937500 Penalty: 3926.012695
	Iteration 80F: 3 clusters Score -210861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -210863.640625 Penalty: 3926.012695
	Iteration 81Q: 3 clusters Score -210863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -210865.406250 Penalty: 3926.012695
	Iteration 82Q: 3 clusters Score -210865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -210865.984375 Penalty: 3926.012695
	Iteration 83Q: 3 clusters Score -210866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -210866.828125 Penalty: 3926.012695
	Iteration 84Q: 3 clusters Score -210866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -210866.828125 Penalty: 3926.012695
	Iteration 85F: 3 clusters Score -210866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -73770.679688 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -73770.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -71690.359375 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -71690.36 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -72147.429688 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -72147.43 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72369.617188 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -72369.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72499.835938 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -72499.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -72597.281250 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -72597.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -72643.703125 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -72643.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72685.640625 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -72685.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -72704.937500 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -72704.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -72726.351562 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -72726.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -72737.773438 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -72737.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -72756.820312 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -72756.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -72772.890625 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -72772.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -72790.226562 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -72790.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -72815.429688 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -72815.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -72821.929688 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -72821.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -72826.929688 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -72826.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72829.304688 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -72829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -72831.414062 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -72831.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -72833.796875 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -72833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -72836.273438 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -72836.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -72840.421875 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -72840.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -72849.476562 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -72849.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -72865.359375 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -72865.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -72878.109375 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -72878.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -72888.593750 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -72888.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -72913.101562 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -72913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -72956.625000 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -72956.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -72973.867188 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -72973.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -72989.210938 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -72989.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -73001.687500 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -73001.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -73014.960938 Penalty: 3543.234375
	Iteration 30Q: 3 clusters Score -73014.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -73029.023438 Penalty: 3543.234375
	Iteration 31Q: 3 clusters Score -73029.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -73045.617188 Penalty: 3543.234375
	Iteration 32Q: 3 clusters Score -73045.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -73057.398438 Penalty: 3543.234375
	Iteration 33Q: 3 clusters Score -73057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -73066.648438 Penalty: 3543.234375
	Iteration 34Q: 3 clusters Score -73066.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73074.773438 Penalty: 3543.234375
	Iteration 35Q: 3 clusters Score -73074.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -73087.546875 Penalty: 3543.234375
	Iteration 36Q: 3 clusters Score -73087.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -73093.875000 Penalty: 3543.234375
	Iteration 37Q: 3 clusters Score -73093.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -73097.875000 Penalty: 3543.234375
	Iteration 38Q: 3 clusters Score -73097.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -73107.296875 Penalty: 3543.234375
	Iteration 39Q: 3 clusters Score -73107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -73109.093750 Penalty: 3543.234375
	Iteration 40F: 3 clusters Score -73109.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -73111.257812 Penalty: 3543.234375
	Iteration 41Q: 3 clusters Score -73111.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -73112.398438 Penalty: 3543.234375
	Iteration 42Q: 3 clusters Score -73112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -73112.398438 Penalty: 3543.234375
	Iteration 43F: 3 clusters Score -73112.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -187077.015625 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -187077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -184205.531250 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -184205.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -184722.390625 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -184722.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -184877.906250 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -184877.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -184961.437500 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -184961.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -185008.156250 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -185008.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -185037.000000 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -185037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -185056.234375 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -185056.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -185075.437500 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -185075.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -185093.296875 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -185093.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -185107.812500 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -185107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -185120.343750 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -185120.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -185130.046875 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -185130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -185134.718750 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -185134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -185142.046875 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -185142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -185148.984375 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -185149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -185152.625000 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -185152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -185155.546875 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -185155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -185156.312500 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -185156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -185156.343750 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -185156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -185156.984375 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -185157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -185157.359375 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -185157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -185158.046875 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -185158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -185158.750000 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -185158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -185160.312500 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -185160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -185161.906250 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -185161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -185162.640625 Penalty: 3848.768555
	Iteration 25Q: 3 clusters Score -185162.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -185162.640625 Penalty: 3848.768555
	Iteration 26F: 3 clusters Score -185162.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -366371.812500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -366371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -362475.093750 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -362475.1 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -363327.875000 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -363327.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -363560.656250 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -363560.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -363751.875000 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -363751.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -363904.812500 Penalty: 4110.613770
	Iteration 4F: 3 clusters Score -363904.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -364027.562500 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -364027.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -364121.093750 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -364121.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364200.281250 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -364200.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -364269.812500 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -364269.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -364335.031250 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -364335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364376.218750 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -364376.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -364403.812500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -364403.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364425.281250 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -364425.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -364447.406250 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -364447.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -364463.125000 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -364463.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -364473.437500 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -364473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -364479.375000 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -364479.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -364484.500000 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -364484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -364486.156250 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -364486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -364490.562500 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -364490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -364496.656250 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -364496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -364501.750000 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -364501.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -364509.375000 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -364509.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -364515.531250 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -364515.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -364519.218750 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -364519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -364522.062500 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -364522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -364525.125000 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -364525.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -364530.593750 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -364530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -364535.187500 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -364535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -364537.843750 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -364537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -364544.343750 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -364544.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -364552.375000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -364552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -364559.312500 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -364559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -364563.218750 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -364563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -364566.312500 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -364566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -364569.093750 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -364569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -364572.531250 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -364572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -364578.000000 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -364578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -364582.156250 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -364582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -364585.437500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -364585.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -364589.531250 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -364589.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364594.156250 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -364594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -364596.468750 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -364596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -364597.500000 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -364597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -364599.531250 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -364599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -364600.312500 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -364600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -364600.468750 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -364600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -364600.781250 Penalty: 4110.613770
	Iteration 47Q: 3 clusters Score -364600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -364603.406250 Penalty: 4110.613770
	Iteration 48Q: 3 clusters Score -364603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -364607.093750 Penalty: 4110.613770
	Iteration 49Q: 3 clusters Score -364607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -364608.593750 Penalty: 4110.613770
	Iteration 50Q: 3 clusters Score -364608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -364609.531250 Penalty: 4110.613770
	Iteration 51Q: 3 clusters Score -364609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -364609.781250 Penalty: 4110.613770
	Iteration 52Q: 3 clusters Score -364609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -364610.156250 Penalty: 4110.613770
	Iteration 53Q: 3 clusters Score -364610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -364610.156250 Penalty: 4110.613770
	Iteration 54F: 3 clusters Score -364610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -601324.875000 Penalty: 2210.460449
	Iteration 0F: 2 clusters Score -601324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -595276.937500 Penalty: 4420.920898
	Iteration 0F: 3 clusters Score -595276.9 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -596824.312500 Penalty: 4420.920898
	Iteration 1F: 3 clusters Score -596824.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -597095.125000 Penalty: 4420.920898
	Iteration 2F: 3 clusters Score -597095.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -597289.875000 Penalty: 4420.920898
	Iteration 3F: 3 clusters Score -597289.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -597431.875000 Penalty: 4420.920898
	Iteration 4Q: 3 clusters Score -597431.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -597581.687500 Penalty: 4420.920898
	Iteration 5Q: 3 clusters Score -597581.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -597770.500000 Penalty: 4420.920898
	Iteration 6Q: 3 clusters Score -597770.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -597988.937500 Penalty: 4420.920898
	Iteration 7Q: 3 clusters Score -597988.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -598226.562500 Penalty: 4420.920898
	Iteration 8Q: 3 clusters Score -598226.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -598476.312500 Penalty: 4420.920898
	Iteration 9Q: 3 clusters Score -598476.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -598713.187500 Penalty: 4420.920898
	Iteration 10Q: 3 clusters Score -598713.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -598937.500000 Penalty: 4420.920898
	Iteration 11Q: 3 clusters Score -598937.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -599121.187500 Penalty: 4420.920898
	Iteration 12Q: 3 clusters Score -599121.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -599264.750000 Penalty: 4420.920898
	Iteration 13Q: 3 clusters Score -599264.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -599363.000000 Penalty: 4420.920898
	Iteration 14Q: 3 clusters Score -599363 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -599455.000000 Penalty: 4420.920898
	Iteration 15Q: 3 clusters Score -599455 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -599509.812500 Penalty: 4420.920898
	Iteration 16Q: 3 clusters Score -599509.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -599547.062500 Penalty: 4420.920898
	Iteration 17Q: 3 clusters Score -599547.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -599579.000000 Penalty: 4420.920898
	Iteration 18Q: 3 clusters Score -599579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -599597.125000 Penalty: 4420.920898
	Iteration 19Q: 3 clusters Score -599597.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -599613.187500 Penalty: 4420.920898
	Iteration 20F: 3 clusters Score -599613.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -599623.812500 Penalty: 4420.920898
	Iteration 21Q: 3 clusters Score -599623.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -599635.187500 Penalty: 4420.920898
	Iteration 22Q: 3 clusters Score -599635.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -599649.625000 Penalty: 4420.920898
	Iteration 23Q: 3 clusters Score -599649.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -599655.062500 Penalty: 4420.920898
	Iteration 24Q: 3 clusters Score -599655.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -599661.250000 Penalty: 4420.920898
	Iteration 25Q: 3 clusters Score -599661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -599670.000000 Penalty: 4420.920898
	Iteration 26Q: 3 clusters Score -599670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -599674.312500 Penalty: 4420.920898
	Iteration 27Q: 3 clusters Score -599674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -599678.687500 Penalty: 4420.920898
	Iteration 28Q: 3 clusters Score -599678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -599682.875000 Penalty: 4420.920898
	Iteration 29Q: 3 clusters Score -599682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -599684.000000 Penalty: 4420.920898
	Iteration 30Q: 3 clusters Score -599684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -599688.562500 Penalty: 4420.920898
	Iteration 31Q: 3 clusters Score -599688.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -599691.187500 Penalty: 4420.920898
	Iteration 32Q: 3 clusters Score -599691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -599698.062500 Penalty: 4420.920898
	Iteration 33Q: 3 clusters Score -599698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -599703.500000 Penalty: 4420.920898
	Iteration 34Q: 3 clusters Score -599703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -599706.500000 Penalty: 4420.920898
	Iteration 35Q: 3 clusters Score -599706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -599710.250000 Penalty: 4420.920898
	Iteration 36Q: 3 clusters Score -599710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -599712.625000 Penalty: 4420.920898
	Iteration 37Q: 3 clusters Score -599712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -599714.375000 Penalty: 4420.920898
	Iteration 38Q: 3 clusters Score -599714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -599718.250000 Penalty: 4420.920898
	Iteration 39Q: 3 clusters Score -599718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -599720.687500 Penalty: 4420.920898
	Iteration 40F: 3 clusters Score -599720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -599724.250000 Penalty: 4420.920898
	Iteration 41Q: 3 clusters Score -599724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -599724.875000 Penalty: 4420.920898
	Iteration 42Q: 3 clusters Score -599724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -599725.687500 Penalty: 4420.920898
	Iteration 43Q: 3 clusters Score -599725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -599727.500000 Penalty: 4420.920898
	Iteration 44Q: 3 clusters Score -599727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -599728.250000 Penalty: 4420.920898
	Iteration 45Q: 3 clusters Score -599728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -599729.125000 Penalty: 4420.920898
	Iteration 46Q: 3 clusters Score -599729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -599732.437500 Penalty: 4420.920898
	Iteration 47Q: 3 clusters Score -599732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -599731.500000 Penalty: 4420.920898
	Iteration 48Q: 3 clusters Score -599731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -599732.937500 Penalty: 4420.920898
	Iteration 49Q: 3 clusters Score -599732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -599733.437500 Penalty: 4420.920898
	Iteration 50Q: 3 clusters Score -599733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -599733.437500 Penalty: 4420.920898
	Iteration 51F: 3 clusters Score -599733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -145432.375000 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -145432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143195.921875 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -143195.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143806.140625 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -143806.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -144195.953125 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -144196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144456.531250 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -144456.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144570.484375 Penalty: 3637.503418
	Iteration 4F: 3 clusters Score -144570.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -144615.890625 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -144615.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -144663.312500 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -144663.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144686.046875 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -144686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144704.906250 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -144704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144713.718750 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -144713.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144720.296875 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -144720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -144722.859375 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -144722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144724.421875 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -144724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144724.703125 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -144724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144724.703125 Penalty: 3637.503418
	Iteration 14F: 3 clusters Score -144724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -158613.406250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -158613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -155867.546875 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -155867.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -156330.968750 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -156331 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -156491.031250 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -156491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -156616.265625 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -156616.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -156691.281250 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -156691.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -156748.187500 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -156748.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -156786.359375 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -156786.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -156832.468750 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -156832.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -156873.828125 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -156873.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -156904.687500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -156904.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -156939.968750 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -156940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -156976.375000 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -156976.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -156997.484375 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -156997.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -157017.656250 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -157017.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -157039.843750 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -157039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -157062.421875 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -157062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -157083.078125 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -157083.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -157107.187500 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -157107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -157121.109375 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -157121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157132.500000 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -157132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157140.890625 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -157140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -157147.843750 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -157147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157153.640625 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -157153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -157155.265625 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -157155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157161.968750 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -157162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -157166.578125 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -157166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -157169.171875 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -157169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -157172.953125 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -157173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -157175.609375 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -157175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -157177.812500 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -157177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -157178.546875 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -157178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -157178.718750 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -157178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -157178.718750 Penalty: 3809.137939
	Iteration 32F: 3 clusters Score -157178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -302052.906250 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -302052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -298222.531250 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -298222.5 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -299065.500000 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -299065.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -299313.437500 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -299313.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -299509.812500 Penalty: 4093.858887
	Iteration 3F: 3 clusters Score -299509.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -299705.187500 Penalty: 4093.858887
	Iteration 4F: 3 clusters Score -299705.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -299851.781250 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -299851.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -299988.937500 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -299988.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -300127.968750 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -300128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -300238.375000 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -300238.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -300322.375000 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -300322.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -300391.312500 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -300391.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -300460.687500 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -300460.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -300516.843750 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -300516.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300552.343750 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -300552.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -300593.125000 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -300593.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -300627.593750 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -300627.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -300656.781250 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -300656.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -300682.687500 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -300682.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -300699.906250 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -300699.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -300707.125000 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -300707.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -300716.562500 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -300716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -300723.187500 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -300723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -300727.125000 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -300727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -300729.218750 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -300729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -300732.406250 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -300732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -300733.562500 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -300733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -300733.968750 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -300734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -300733.968750 Penalty: 4093.858887
	Iteration 27F: 3 clusters Score -300734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -495967.687500 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -495967.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -491274.156250 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -491274.2 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -492471.031250 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -492471 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -492731.093750 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -492731.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -492904.218750 Penalty: 4250.613770
	Iteration 3Q: 3 clusters Score -492904.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -493048.968750 Penalty: 4250.613770
	Iteration 4Q: 3 clusters Score -493049 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -493162.187500 Penalty: 4250.613770
	Iteration 5Q: 3 clusters Score -493162.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -493262.468750 Penalty: 4250.613770
	Iteration 6Q: 3 clusters Score -493262.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -493348.375000 Penalty: 4250.613770
	Iteration 7Q: 3 clusters Score -493348.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -493423.875000 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -493423.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -493499.031250 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -493499 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -493569.468750 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -493569.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -493627.156250 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -493627.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -493674.875000 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -493674.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -493727.906250 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -493727.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -493776.656250 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -493776.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -493830.593750 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -493830.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -493872.375000 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -493872.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -493907.281250 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -493907.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -493939.656250 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -493939.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -493962.437500 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -493962.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -493986.062500 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -493986.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -494006.562500 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -494006.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -494019.468750 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -494019.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -494033.218750 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -494033.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -494041.218750 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -494041.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -494050.375000 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -494050.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -494059.250000 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -494059.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -494063.125000 Penalty: 4250.613770
	Iteration 27Q: 3 clusters Score -494063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -494068.812500 Penalty: 4250.613770
	Iteration 28Q: 3 clusters Score -494068.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -494072.406250 Penalty: 4250.613770
	Iteration 29Q: 3 clusters Score -494072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -494076.906250 Penalty: 4250.613770
	Iteration 30Q: 3 clusters Score -494076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -494081.468750 Penalty: 4250.613770
	Iteration 31Q: 3 clusters Score -494081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -494083.875000 Penalty: 4250.613770
	Iteration 32Q: 3 clusters Score -494083.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -494087.500000 Penalty: 4250.613770
	Iteration 33Q: 3 clusters Score -494087.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -494089.875000 Penalty: 4250.613770
	Iteration 34Q: 3 clusters Score -494089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -494090.812500 Penalty: 4250.613770
	Iteration 35Q: 3 clusters Score -494090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -494092.156250 Penalty: 4250.613770
	Iteration 36Q: 3 clusters Score -494092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -494092.156250 Penalty: 4250.613770
	Iteration 37F: 3 clusters Score -494092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87219 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109720 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107380 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794048.000000 Penalty: 249840.625000
Iteration 279Q: 71 clusters Score -1.50794e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19229 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123818 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87222 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109721 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107376 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 280F: 71 clusters Score -1.50794e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123818 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87222 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109722 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107374 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794032.000000 Penalty: 249840.625000
Iteration 281Q: 71 clusters Score -1.50794e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109722 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138103 members 
Mstep: Class 45 contains 107373 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4409 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 249840.625000
Iteration 282Q: 71 clusters Score -1.50794e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109723 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107372 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4410 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794048.000000 Penalty: 249840.625000
Iteration 283Q: 71 clusters Score -1.50794e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109723 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107372 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4410 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794048.000000 Penalty: 249840.625000
Iteration 284F: 71 clusters Score -1.50794e+08 nChanged 0
Entering ConstructFrom: 
Score: -150794048.000000 Penalty: 249840.625000
Entering ConstructFrom: 
Trying to split cluster 1 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -427171.875000 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -427171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -422310.187500 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -422310.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -423538.656250 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -423538.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -423827.312500 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -423827.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -424048.875000 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -424048.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -424218.812500 Penalty: 4270.266113
	Iteration 4Q: 3 clusters Score -424218.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -424386.656250 Penalty: 4270.266113
	Iteration 5Q: 3 clusters Score -424386.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -424555.843750 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -424555.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -424716.062500 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -424716.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -424846.718750 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -424846.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -424958.156250 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -424958.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -425064.250000 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -425064.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -425166.531250 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -425166.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -425264.312500 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -425264.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -425368.093750 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -425368.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -425440.906250 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -425440.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -425498.218750 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -425498.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -425552.406250 Penalty: 4270.266113
	Iteration 16Q: 3 clusters Score -425552.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -425620.062500 Penalty: 4270.266113
	Iteration 17Q: 3 clusters Score -425620.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -425675.593750 Penalty: 4270.266113
	Iteration 18Q: 3 clusters Score -425675.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -425713.593750 Penalty: 4270.266113
	Iteration 19Q: 3 clusters Score -425713.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -425745.125000 Penalty: 4270.266113
	Iteration 20F: 3 clusters Score -425745.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -425776.031250 Penalty: 4270.266113
	Iteration 21Q: 3 clusters Score -425776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -425801.093750 Penalty: 4270.266113
	Iteration 22Q: 3 clusters Score -425801.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -425821.000000 Penalty: 4270.266113
	Iteration 23Q: 3 clusters Score -425821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -425836.750000 Penalty: 4270.266113
	Iteration 24Q: 3 clusters Score -425836.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -425843.531250 Penalty: 4270.266113
	Iteration 25Q: 3 clusters Score -425843.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -425849.156250 Penalty: 4270.266113
	Iteration 26Q: 3 clusters Score -425849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -425850.781250 Penalty: 4270.266113
	Iteration 27Q: 3 clusters Score -425850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -425850.812500 Penalty: 4270.266113
	Iteration 28Q: 3 clusters Score -425850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -425851.125000 Penalty: 4270.266113
	Iteration 29Q: 3 clusters Score -425851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -425851.125000 Penalty: 4270.266113
	Iteration 30F: 3 clusters Score -425851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -451311.687500 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -451311.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -446211.500000 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -446211.5 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -447557.218750 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -447557.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -447874.781250 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -447874.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -448128.093750 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -448128.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -448301.656250 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -448301.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -448443.437500 Penalty: 4310.808594
	Iteration 5Q: 3 clusters Score -448443.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -448576.687500 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -448576.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -448700.750000 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -448700.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -448816.312500 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -448816.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -448918.406250 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -448918.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -449004.312500 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -449004.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -449079.093750 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -449079.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -449142.093750 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -449142.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -449188.625000 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -449188.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -449224.625000 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -449224.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -449253.625000 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -449253.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -449280.656250 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -449280.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -449302.531250 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -449302.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -449321.593750 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -449321.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -449340.593750 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -449340.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -449356.031250 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -449356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -449371.031250 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -449371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -449379.593750 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -449379.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -449391.093750 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -449391.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -449401.968750 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -449402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -449413.750000 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -449413.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -449423.156250 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -449423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -449434.843750 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -449434.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -449442.468750 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -449442.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -449449.500000 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -449449.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -449452.250000 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -449452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -449456.718750 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -449456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -449461.687500 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -449461.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -449466.093750 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -449466.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -449475.531250 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -449475.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -449482.187500 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -449482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -449488.593750 Penalty: 4310.808594
	Iteration 36Q: 3 clusters Score -449488.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -449494.625000 Penalty: 4310.808594
	Iteration 37Q: 3 clusters Score -449494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -449499.750000 Penalty: 4310.808594
	Iteration 38Q: 3 clusters Score -449499.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -449504.593750 Penalty: 4310.808594
	Iteration 39Q: 3 clusters Score -449504.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -449509.000000 Penalty: 4310.808594
	Iteration 40F: 3 clusters Score -449509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -449513.593750 Penalty: 4310.808594
	Iteration 41Q: 3 clusters Score -449513.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -449520.062500 Penalty: 4310.808594
	Iteration 42Q: 3 clusters Score -449520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -449525.500000 Penalty: 4310.808594
	Iteration 43Q: 3 clusters Score -449525.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -449529.156250 Penalty: 4310.808594
	Iteration 44Q: 3 clusters Score -449529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -449533.750000 Penalty: 4310.808594
	Iteration 45Q: 3 clusters Score -449533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -449539.312500 Penalty: 4310.808594
	Iteration 46Q: 3 clusters Score -449539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -449543.625000 Penalty: 4310.808594
	Iteration 47Q: 3 clusters Score -449543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -449548.218750 Penalty: 4310.808594
	Iteration 48Q: 3 clusters Score -449548.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -449552.843750 Penalty: 4310.808594
	Iteration 49Q: 3 clusters Score -449552.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -449560.343750 Penalty: 4310.808594
	Iteration 50Q: 3 clusters Score -449560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -449565.687500 Penalty: 4310.808594
	Iteration 51Q: 3 clusters Score -449565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -449569.500000 Penalty: 4310.808594
	Iteration 52Q: 3 clusters Score -449569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -449571.718750 Penalty: 4310.808594
	Iteration 53Q: 3 clusters Score -449571.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -449575.718750 Penalty: 4310.808594
	Iteration 54Q: 3 clusters Score -449575.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -449578.906250 Penalty: 4310.808594
	Iteration 55Q: 3 clusters Score -449578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -449582.062500 Penalty: 4310.808594
	Iteration 56Q: 3 clusters Score -449582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -449584.687500 Penalty: 4310.808594
	Iteration 57Q: 3 clusters Score -449584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -449588.218750 Penalty: 4310.808594
	Iteration 58Q: 3 clusters Score -449588.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -449592.750000 Penalty: 4310.808594
	Iteration 59Q: 3 clusters Score -449592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -449593.593750 Penalty: 4310.808594
	Iteration 60F: 3 clusters Score -449593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -449595.906250 Penalty: 4310.808594
	Iteration 61Q: 3 clusters Score -449595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -449596.562500 Penalty: 4310.808594
	Iteration 62Q: 3 clusters Score -449596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -449596.562500 Penalty: 4310.808594
	Iteration 63F: 3 clusters Score -449596.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -344386.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -344386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -339904.750000 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -339904.8 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -341092.750000 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -341092.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -341330.437500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -341330.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -341495.531250 Penalty: 4227.889648
	Iteration 3Q: 3 clusters Score -341495.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -341642.562500 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -341642.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -341773.437500 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -341773.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -341875.968750 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -341876 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -341960.187500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -341960.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -342028.125000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -342028.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -342104.843750 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -342104.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -342166.906250 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -342166.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -342221.687500 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -342221.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -342281.281250 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -342281.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -342338.781250 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -342338.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -342388.500000 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -342388.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -342430.906250 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -342430.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -342471.187500 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -342471.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -342514.250000 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -342514.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -342556.625000 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -342556.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -342591.687500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -342591.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -342629.031250 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -342629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -342661.531250 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -342661.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -342682.937500 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -342682.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -342702.781250 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -342702.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -342720.781250 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -342720.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -342740.781250 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -342740.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -342754.375000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -342754.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -342766.031250 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -342766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -342775.281250 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -342775.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -342784.281250 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -342784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -342788.781250 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -342788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -342793.750000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -342793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -342796.875000 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -342796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -342800.562500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -342800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -342803.156250 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -342803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -342805.625000 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -342805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -342807.500000 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -342807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -342809.750000 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -342809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -342811.687500 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -342811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -342815.312500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -342815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -342817.843750 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -342817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -342820.250000 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -342820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -342822.531250 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -342822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -342828.562500 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -342828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -342833.218750 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -342833.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -342838.687500 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -342838.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -342845.156250 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -342845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -342847.843750 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -342847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -342850.343750 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -342850.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -342854.312500 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -342854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -342860.937500 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -342860.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -342868.312500 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -342868.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -342873.250000 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -342873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -342880.375000 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -342880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -342884.250000 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -342884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -342887.031250 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -342887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -342890.812500 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -342890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -342894.281250 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -342894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -342896.250000 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -342896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -342899.875000 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -342899.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -342905.937500 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -342905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -342907.937500 Penalty: 4227.889648
	Iteration 61Q: 3 clusters Score -342907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -342910.968750 Penalty: 4227.889648
	Iteration 62Q: 3 clusters Score -342911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -342914.500000 Penalty: 4227.889648
	Iteration 63Q: 3 clusters Score -342914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -342919.125000 Penalty: 4227.889648
	Iteration 64Q: 3 clusters Score -342919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -342925.812500 Penalty: 4227.889648
	Iteration 65Q: 3 clusters Score -342925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -342929.687500 Penalty: 4227.889648
	Iteration 66Q: 3 clusters Score -342929.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -342933.343750 Penalty: 4227.889648
	Iteration 67Q: 3 clusters Score -342933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -342935.062500 Penalty: 4227.889648
	Iteration 68Q: 3 clusters Score -342935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -342936.156250 Penalty: 4227.889648
	Iteration 69Q: 3 clusters Score -342936.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -342939.312500 Penalty: 4227.889648
	Iteration 70Q: 3 clusters Score -342939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -342944.375000 Penalty: 4227.889648
	Iteration 71Q: 3 clusters Score -342944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -342948.718750 Penalty: 4227.889648
	Iteration 72Q: 3 clusters Score -342948.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -342951.343750 Penalty: 4227.889648
	Iteration 73Q: 3 clusters Score -342951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -342956.218750 Penalty: 4227.889648
	Iteration 74Q: 3 clusters Score -342956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -342959.718750 Penalty: 4227.889648
	Iteration 75Q: 3 clusters Score -342959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -342966.468750 Penalty: 4227.889648
	Iteration 76Q: 3 clusters Score -342966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -342968.812500 Penalty: 4227.889648
	Iteration 77Q: 3 clusters Score -342968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -342971.468750 Penalty: 4227.889648
	Iteration 78Q: 3 clusters Score -342971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -342977.031250 Penalty: 4227.889648
	Iteration 79Q: 3 clusters Score -342977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -342981.437500 Penalty: 4227.889648
	Iteration 80F: 3 clusters Score -342981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -342985.500000 Penalty: 4227.889648
	Iteration 81Q: 3 clusters Score -342985.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -342990.750000 Penalty: 4227.889648
	Iteration 82Q: 3 clusters Score -342990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -342995.687500 Penalty: 4227.889648
	Iteration 83Q: 3 clusters Score -342995.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -342996.687500 Penalty: 4227.889648
	Iteration 84Q: 3 clusters Score -342996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -342997.968750 Penalty: 4227.889648
	Iteration 85Q: 3 clusters Score -342998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -343001.312500 Penalty: 4227.889648
	Iteration 86Q: 3 clusters Score -343001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -343003.125000 Penalty: 4227.889648
	Iteration 87Q: 3 clusters Score -343003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -343004.781250 Penalty: 4227.889648
	Iteration 88Q: 3 clusters Score -343004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -343005.781250 Penalty: 4227.889648
	Iteration 89Q: 3 clusters Score -343005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -343007.937500 Penalty: 4227.889648
	Iteration 90Q: 3 clusters Score -343007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -343008.187500 Penalty: 4227.889648
	Iteration 91Q: 3 clusters Score -343008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -343008.562500 Penalty: 4227.889648
	Iteration 92Q: 3 clusters Score -343008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -343008.781250 Penalty: 4227.889648
	Iteration 93Q: 3 clusters Score -343008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -343010.937500 Penalty: 4227.889648
	Iteration 94Q: 3 clusters Score -343010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -343013.250000 Penalty: 4227.889648
	Iteration 95Q: 3 clusters Score -343013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -343014.250000 Penalty: 4227.889648
	Iteration 96Q: 3 clusters Score -343014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -343013.781250 Penalty: 4227.889648
	Iteration 97Q: 3 clusters Score -343013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -343013.781250 Penalty: 4227.889648
	Iteration 98F: 3 clusters Score -343013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -957979.500000 Penalty: 2333.966797
	Iteration 0F: 2 clusters Score -957979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -948933.500000 Penalty: 4667.933594
	Iteration 0F: 3 clusters Score -948933.5 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -951654.062500 Penalty: 4667.933594
	Iteration 1F: 3 clusters Score -951654.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -952113.937500 Penalty: 4667.933594
	Iteration 2F: 3 clusters Score -952113.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -952635.375000 Penalty: 4667.933594
	Iteration 3F: 3 clusters Score -952635.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -953254.312500 Penalty: 4667.933594
	Iteration 4F: 3 clusters Score -953254.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -954051.562500 Penalty: 4667.933594
	Iteration 5F: 3 clusters Score -954051.6 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -954817.625000 Penalty: 4667.933594
	Iteration 6F: 3 clusters Score -954817.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -955486.875000 Penalty: 4667.933594
	Iteration 7F: 3 clusters Score -955486.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -955943.625000 Penalty: 4667.933594
	Iteration 8F: 3 clusters Score -955943.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -956239.875000 Penalty: 4667.933594
	Iteration 9Q: 3 clusters Score -956239.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -956463.812500 Penalty: 4667.933594
	Iteration 10Q: 3 clusters Score -956463.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -956620.250000 Penalty: 4667.933594
	Iteration 11Q: 3 clusters Score -956620.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -956729.250000 Penalty: 4667.933594
	Iteration 12Q: 3 clusters Score -956729.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -956782.625000 Penalty: 4667.933594
	Iteration 13Q: 3 clusters Score -956782.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -956818.562500 Penalty: 4667.933594
	Iteration 14Q: 3 clusters Score -956818.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -956840.625000 Penalty: 4667.933594
	Iteration 15Q: 3 clusters Score -956840.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -956856.625000 Penalty: 4667.933594
	Iteration 16Q: 3 clusters Score -956856.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -956869.812500 Penalty: 4667.933594
	Iteration 17Q: 3 clusters Score -956869.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -956882.500000 Penalty: 4667.933594
	Iteration 18Q: 3 clusters Score -956882.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -956889.750000 Penalty: 4667.933594
	Iteration 19Q: 3 clusters Score -956889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -956894.875000 Penalty: 4667.933594
	Iteration 20F: 3 clusters Score -956894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -956898.812500 Penalty: 4667.933594
	Iteration 21Q: 3 clusters Score -956898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -956901.937500 Penalty: 4667.933594
	Iteration 22Q: 3 clusters Score -956901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -956903.250000 Penalty: 4667.933594
	Iteration 23Q: 3 clusters Score -956903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -956904.375000 Penalty: 4667.933594
	Iteration 24Q: 3 clusters Score -956904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -956907.375000 Penalty: 4667.933594
	Iteration 25Q: 3 clusters Score -956907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -956910.187500 Penalty: 4667.933594
	Iteration 26Q: 3 clusters Score -956910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -956913.562500 Penalty: 4667.933594
	Iteration 27Q: 3 clusters Score -956913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -956915.562500 Penalty: 4667.933594
	Iteration 28Q: 3 clusters Score -956915.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -956919.875000 Penalty: 4667.933594
	Iteration 29Q: 3 clusters Score -956919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -956920.187500 Penalty: 4667.933594
	Iteration 30Q: 3 clusters Score -956920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -956921.500000 Penalty: 4667.933594
	Iteration 31Q: 3 clusters Score -956921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -956924.250000 Penalty: 4667.933594
	Iteration 32Q: 3 clusters Score -956924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -956922.125000 Penalty: 4667.933594
	Iteration 33Q: 3 clusters Score -956922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -956924.312500 Penalty: 4667.933594
	Iteration 34Q: 3 clusters Score -956924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -956923.937500 Penalty: 4667.933594
	Iteration 35Q: 3 clusters Score -956923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -956923.187500 Penalty: 4667.933594
	Iteration 36Q: 3 clusters Score -956923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -956926.375000 Penalty: 4667.933594
	Iteration 37Q: 3 clusters Score -956926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -956926.125000 Penalty: 4667.933594
	Iteration 38Q: 3 clusters Score -956926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -956927.687500 Penalty: 4667.933594
	Iteration 39Q: 3 clusters Score -956927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -956926.937500 Penalty: 4667.933594
	Iteration 40F: 3 clusters Score -956926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -956930.812500 Penalty: 4667.933594
	Iteration 41Q: 3 clusters Score -956930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -956930.375000 Penalty: 4667.933594
	Iteration 42Q: 3 clusters Score -956930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -956928.562500 Penalty: 4667.933594
	Iteration 43Q: 3 clusters Score -956928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -956931.687500 Penalty: 4667.933594
	Iteration 44Q: 3 clusters Score -956931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -956932.250000 Penalty: 4667.933594
	Iteration 45Q: 3 clusters Score -956932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -956931.125000 Penalty: 4667.933594
	Iteration 46Q: 3 clusters Score -956931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -956930.812500 Penalty: 4667.933594
	Iteration 47Q: 3 clusters Score -956930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -956930.312500 Penalty: 4667.933594
	Iteration 48Q: 3 clusters Score -956930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -956930.312500 Penalty: 4667.933594
	Iteration 49F: 3 clusters Score -956930.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Entering Unmasked Estep 
Score: -9953148.000000 Penalty: 2906.264648
	Iteration 0F: 2 clusters Score -9953148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -9870946.000000 Penalty: 5812.529297
	Iteration 0F: 3 clusters Score -9870946 nChanged 58542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -9905185.000000 Penalty: 5812.529297
	Iteration 1F: 3 clusters Score -9905185 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -9907555.000000 Penalty: 5812.529297
	Iteration 2Q: 3 clusters Score -9907555 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -9911688.000000 Penalty: 5812.529297
	Iteration 3F: 3 clusters Score -9911688 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9918702.000000 Penalty: 5812.529297
	Iteration 4F: 3 clusters Score -9918702 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -9928822.000000 Penalty: 5812.529297
	Iteration 5F: 3 clusters Score -9928822 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -9939368.000000 Penalty: 5812.529297
	Iteration 6F: 3 clusters Score -9939368 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -9946249.000000 Penalty: 5812.529297
	Iteration 7F: 3 clusters Score -9946249 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121143 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9949163.000000 Penalty: 5812.529297
	Iteration 8Q: 3 clusters Score -9949163 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122080 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9950032.000000 Penalty: 5812.529297
	Iteration 9Q: 3 clusters Score -9950032 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122351 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9950279.000000 Penalty: 5812.529297
	Iteration 10Q: 3 clusters Score -9950279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9950416.000000 Penalty: 5812.529297
	Iteration 11Q: 3 clusters Score -9950416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9950485.000000 Penalty: 5812.529297
	Iteration 12Q: 3 clusters Score -9950485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9950512.000000 Penalty: 5812.529297
	Iteration 13Q: 3 clusters Score -9950512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9950554.000000 Penalty: 5812.529297
	Iteration 14Q: 3 clusters Score -9950554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122542 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9950576.000000 Penalty: 5812.529297
	Iteration 15Q: 3 clusters Score -9950576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9950589.000000 Penalty: 5812.529297
	Iteration 16Q: 3 clusters Score -9950589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9950601.000000 Penalty: 5812.529297
	Iteration 17Q: 3 clusters Score -9950601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9950608.000000 Penalty: 5812.529297
	Iteration 18Q: 3 clusters Score -9950608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9950620.000000 Penalty: 5812.529297
	Iteration 19Q: 3 clusters Score -9950620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9950629.000000 Penalty: 5812.529297
	Iteration 20F: 3 clusters Score -9950629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9950621.000000 Penalty: 5812.529297
	Iteration 21Q: 3 clusters Score -9950621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9950625.000000 Penalty: 5812.529297
	Iteration 22Q: 3 clusters Score -9950625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9950642.000000 Penalty: 5812.529297
	Iteration 23Q: 3 clusters Score -9950642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9950646.000000 Penalty: 5812.529297
	Iteration 24Q: 3 clusters Score -9950646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9950646.000000 Penalty: 5812.529297
	Iteration 25Q: 3 clusters Score -9950646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9950646.000000 Penalty: 5812.529297
	Iteration 26F: 3 clusters Score -9950646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (163303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163303 members 
Entering Unmasked Estep 
Score: -13456915.000000 Penalty: 2976.833984
	Iteration 0F: 2 clusters Score -1.345692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -13347117.000000 Penalty: 5953.667969
	Iteration 0F: 3 clusters Score -1.334712e+07 nChanged 78330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -13393253.000000 Penalty: 5953.667969
	Iteration 1F: 3 clusters Score -1.339325e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -13394493.000000 Penalty: 5953.667969
	Iteration 2Q: 3 clusters Score -1.339449e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -13396441.000000 Penalty: 5953.667969
	Iteration 3Q: 3 clusters Score -1.339644e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -13399090.000000 Penalty: 5953.667969
	Iteration 4Q: 3 clusters Score -1.339909e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -13402816.000000 Penalty: 5953.667969
	Iteration 5Q: 3 clusters Score -1.340282e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -13407071.000000 Penalty: 5953.667969
	Iteration 6F: 3 clusters Score -1.340707e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -13411209.000000 Penalty: 5953.667969
	Iteration 7F: 3 clusters Score -1.341121e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -13414634.000000 Penalty: 5953.667969
	Iteration 8F: 3 clusters Score -1.341463e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -13417026.000000 Penalty: 5953.667969
	Iteration 9Q: 3 clusters Score -1.341703e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -13418819.000000 Penalty: 5953.667969
	Iteration 10Q: 3 clusters Score -1.341882e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -13420252.000000 Penalty: 5953.667969
	Iteration 11Q: 3 clusters Score -1.342025e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -13421418.000000 Penalty: 5953.667969
	Iteration 12Q: 3 clusters Score -1.342142e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -13422569.000000 Penalty: 5953.667969
	Iteration 13Q: 3 clusters Score -1.342257e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -13423641.000000 Penalty: 5953.667969
	Iteration 14Q: 3 clusters Score -1.342364e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -13424668.000000 Penalty: 5953.667969
	Iteration 15Q: 3 clusters Score -1.342467e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97046 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -13426113.000000 Penalty: 5953.667969
	Iteration 16Q: 3 clusters Score -1.342611e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -13427652.000000 Penalty: 5953.667969
	Iteration 17Q: 3 clusters Score -1.342765e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -13429700.000000 Penalty: 5953.667969
	Iteration 18Q: 3 clusters Score -1.34297e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -13431890.000000 Penalty: 5953.667969
	Iteration 19Q: 3 clusters Score -1.343189e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119650 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -13434571.000000 Penalty: 5953.667969
	Iteration 20F: 3 clusters Score -1.343457e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126523 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -13437736.000000 Penalty: 5953.667969
	Iteration 21Q: 3 clusters Score -1.343774e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133297 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -13440943.000000 Penalty: 5953.667969
	Iteration 22Q: 3 clusters Score -1.344094e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139596 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -13444093.000000 Penalty: 5953.667969
	Iteration 23Q: 3 clusters Score -1.344409e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -13446971.000000 Penalty: 5953.667969
	Iteration 24Q: 3 clusters Score -1.344697e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149649 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -13449421.000000 Penalty: 5953.667969
	Iteration 25Q: 3 clusters Score -1.344942e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -13450962.000000 Penalty: 5953.667969
	Iteration 26Q: 3 clusters Score -1.345096e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155605 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -13452232.000000 Penalty: 5953.667969
	Iteration 27Q: 3 clusters Score -1.345223e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -13452868.000000 Penalty: 5953.667969
	Iteration 28Q: 3 clusters Score -1.345287e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158551 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13453303.000000 Penalty: 5953.667969
	Iteration 29Q: 3 clusters Score -1.34533e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -13453666.000000 Penalty: 5953.667969
	Iteration 30Q: 3 clusters Score -1.345367e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160001 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -13453935.000000 Penalty: 5953.667969
	Iteration 31Q: 3 clusters Score -1.345394e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -13454124.000000 Penalty: 5953.667969
	Iteration 32Q: 3 clusters Score -1.345412e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -13454222.000000 Penalty: 5953.667969
	Iteration 33Q: 3 clusters Score -1.345422e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13454313.000000 Penalty: 5953.667969
	Iteration 34Q: 3 clusters Score -1.345431e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13454349.000000 Penalty: 5953.667969
	Iteration 35Q: 3 clusters Score -1.345435e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161172 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13454379.000000 Penalty: 5953.667969
	Iteration 36Q: 3 clusters Score -1.345438e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -13454455.000000 Penalty: 5953.667969
	Iteration 37Q: 3 clusters Score -1.345446e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13454513.000000 Penalty: 5953.667969
	Iteration 38Q: 3 clusters Score -1.345451e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161408 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -13454526.000000 Penalty: 5953.667969
	Iteration 39Q: 3 clusters Score -1.345453e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13454550.000000 Penalty: 5953.667969
	Iteration 40F: 3 clusters Score -1.345455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13454564.000000 Penalty: 5953.667969
	Iteration 41Q: 3 clusters Score -1.345456e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13454581.000000 Penalty: 5953.667969
	Iteration 42Q: 3 clusters Score -1.345458e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13454604.000000 Penalty: 5953.667969
	Iteration 43Q: 3 clusters Score -1.34546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161586 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -13454616.000000 Penalty: 5953.667969
	Iteration 44Q: 3 clusters Score -1.345462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13454634.000000 Penalty: 5953.667969
	Iteration 45Q: 3 clusters Score -1.345463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161637 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -13454640.000000 Penalty: 5953.667969
	Iteration 46Q: 3 clusters Score -1.345464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161659 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -13454647.000000 Penalty: 5953.667969
	Iteration 47Q: 3 clusters Score -1.345465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13454640.000000 Penalty: 5953.667969
	Iteration 48Q: 3 clusters Score -1.345464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -13454662.000000 Penalty: 5953.667969
	Iteration 49Q: 3 clusters Score -1.345466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161718 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13454641.000000 Penalty: 5953.667969
	Iteration 50Q: 3 clusters Score -1.345464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161726 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13454649.000000 Penalty: 5953.667969
	Iteration 51Q: 3 clusters Score -1.345465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13454663.000000 Penalty: 5953.667969
	Iteration 52Q: 3 clusters Score -1.345466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13454655.000000 Penalty: 5953.667969
	Iteration 53Q: 3 clusters Score -1.345466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13454662.000000 Penalty: 5953.667969
	Iteration 54Q: 3 clusters Score -1.345466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13454658.000000 Penalty: 5953.667969
	Iteration 55Q: 3 clusters Score -1.345466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -13454667.000000 Penalty: 5953.667969
	Iteration 56Q: 3 clusters Score -1.345467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13454663.000000 Penalty: 5953.667969
	Iteration 57Q: 3 clusters Score -1.345466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161836 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13454670.000000 Penalty: 5953.667969
	Iteration 58Q: 3 clusters Score -1.345467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161846 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13454664.000000 Penalty: 5953.667969
	Iteration 59Q: 3 clusters Score -1.345466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13454675.000000 Penalty: 5953.667969
	Iteration 60F: 3 clusters Score -1.345468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161857 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13454674.000000 Penalty: 5953.667969
	Iteration 61Q: 3 clusters Score -1.345467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13454665.000000 Penalty: 5953.667969
	Iteration 62Q: 3 clusters Score -1.345466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13454676.000000 Penalty: 5953.667969
	Iteration 63Q: 3 clusters Score -1.345468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13454679.000000 Penalty: 5953.667969
	Iteration 64Q: 3 clusters Score -1.345468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -13454675.000000 Penalty: 5953.667969
	Iteration 65Q: 3 clusters Score -1.345468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -13454676.000000 Penalty: 5953.667969
	Iteration 66Q: 3 clusters Score -1.345468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13454692.000000 Penalty: 5953.667969
	Iteration 67Q: 3 clusters Score -1.345469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13454691.000000 Penalty: 5953.667969
	Iteration 68Q: 3 clusters Score -1.345469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13454684.000000 Penalty: 5953.667969
	Iteration 69Q: 3 clusters Score -1.345468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13454678.000000 Penalty: 5953.667969
	Iteration 70Q: 3 clusters Score -1.345468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13454679.000000 Penalty: 5953.667969
	Iteration 71Q: 3 clusters Score -1.345468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13454679.000000 Penalty: 5953.667969
	Iteration 72F: 3 clusters Score -1.345468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -188611.296875 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -188611.3 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 1277 members 
Entering Unmasked Estep 
Score: -185692.078125 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -185692.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186346.421875 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -186346.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186619.687500 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -186619.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -186827.109375 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -186827.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -187016.968750 Penalty: 3882.509277
	Iteration 4F: 3 clusters Score -187017 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -187161.765625 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -187161.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -187268.796875 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -187268.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -187349.531250 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -187349.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -187406.187500 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -187406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -187442.250000 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -187442.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -187465.359375 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -187465.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -187480.390625 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -187480.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -187487.234375 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -187487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -187493.796875 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -187493.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -187501.109375 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -187501.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -187506.046875 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -187506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -187508.640625 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -187508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -187511.843750 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -187511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -187514.343750 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -187514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -187516.406250 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -187516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -187518.593750 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -187518.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -187521.437500 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -187521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -187522.265625 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -187522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -187522.718750 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -187522.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -187522.718750 Penalty: 3882.509277
	Iteration 24F: 3 clusters Score -187522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Entering Unmasked Estep 
Score: -3072460.500000 Penalty: 2616.566162
	Iteration 0F: 2 clusters Score -3072460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3046595.000000 Penalty: 5233.132324
	Iteration 0F: 3 clusters Score -3046595 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3056272.000000 Penalty: 5233.132324
	Iteration 1F: 3 clusters Score -3056272 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3056852.250000 Penalty: 5233.132324
	Iteration 2Q: 3 clusters Score -3056852 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3057348.750000 Penalty: 5233.132324
	Iteration 3Q: 3 clusters Score -3057349 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3057957.750000 Penalty: 5233.132324
	Iteration 4Q: 3 clusters Score -3057958 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3058634.000000 Penalty: 5233.132324
	Iteration 5Q: 3 clusters Score -3058634 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3059539.250000 Penalty: 5233.132324
	Iteration 6Q: 3 clusters Score -3059539 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3060814.000000 Penalty: 5233.132324
	Iteration 7F: 3 clusters Score -3060814 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3062347.250000 Penalty: 5233.132324
	Iteration 8F: 3 clusters Score -3062347 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3064135.500000 Penalty: 5233.132324
	Iteration 9F: 3 clusters Score -3064136 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -3065946.750000 Penalty: 5233.132324
	Iteration 10F: 3 clusters Score -3065947 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -3067443.000000 Penalty: 5233.132324
	Iteration 11Q: 3 clusters Score -3067443 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -3068462.250000 Penalty: 5233.132324
	Iteration 12Q: 3 clusters Score -3068462 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -3069122.750000 Penalty: 5233.132324
	Iteration 13Q: 3 clusters Score -3069123 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -3069543.500000 Penalty: 5233.132324
	Iteration 14Q: 3 clusters Score -3069544 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3069783.000000 Penalty: 5233.132324
	Iteration 15Q: 3 clusters Score -3069783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -3069941.250000 Penalty: 5233.132324
	Iteration 16Q: 3 clusters Score -3069941 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3070034.500000 Penalty: 5233.132324
	Iteration 17Q: 3 clusters Score -3070034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -3070084.500000 Penalty: 5233.132324
	Iteration 18Q: 3 clusters Score -3070084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -3070114.500000 Penalty: 5233.132324
	Iteration 19Q: 3 clusters Score -3070114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -3070141.500000 Penalty: 5233.132324
	Iteration 20F: 3 clusters Score -3070142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3070160.750000 Penalty: 5233.132324
	Iteration 21Q: 3 clusters Score -3070161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3070177.250000 Penalty: 5233.132324
	Iteration 22Q: 3 clusters Score -3070177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3070187.750000 Penalty: 5233.132324
	Iteration 23Q: 3 clusters Score -3070188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3070196.000000 Penalty: 5233.132324
	Iteration 24Q: 3 clusters Score -3070196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3070200.500000 Penalty: 5233.132324
	Iteration 25Q: 3 clusters Score -3070200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3070207.500000 Penalty: 5233.132324
	Iteration 26Q: 3 clusters Score -3070208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -3070214.000000 Penalty: 5233.132324
	Iteration 27Q: 3 clusters Score -3070214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -3070210.750000 Penalty: 5233.132324
	Iteration 28Q: 3 clusters Score -3070211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -3070210.750000 Penalty: 5233.132324
	Iteration 29F: 3 clusters Score -3070211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -603289.125000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -603289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -597031.375000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -597031.4 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -598619.625000 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -598619.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -598859.687500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -598859.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -599048.000000 Penalty: 4439.721680
	Iteration 3Q: 3 clusters Score -599048 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -599201.750000 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -599201.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -599330.250000 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -599330.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -599426.000000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -599426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -599508.937500 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -599508.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -599586.812500 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -599586.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -599672.750000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -599672.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -599757.125000 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -599757.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -599857.312500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -599857.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -599978.500000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -599978.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -600111.125000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -600111.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -600269.500000 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -600269.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -600427.812500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -600427.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -600552.312500 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -600552.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -600680.187500 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -600680.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -600791.437500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -600791.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -600907.625000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -600907.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -601011.125000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -601011.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -601075.937500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -601075.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -601131.562500 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -601131.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -601171.750000 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -601171.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -601213.062500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -601213.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -601240.562500 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -601240.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -601260.187500 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -601260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -601273.250000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -601273.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -601288.562500 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -601288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -601300.625000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -601300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -601307.562500 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -601307.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -601314.750000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -601314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -601329.687500 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -601329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -601338.562500 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -601338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -601342.250000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -601342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -601347.625000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -601347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -601348.687500 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -601348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -601352.437500 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -601352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -601355.250000 Penalty: 4439.721680
	Iteration 38Q: 3 clusters Score -601355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -601354.812500 Penalty: 4439.721680
	Iteration 39Q: 3 clusters Score -601354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -601354.812500 Penalty: 4439.721680
	Iteration 40F: 3 clusters Score -601354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Entering Unmasked Estep 
Score: -1820682.125000 Penalty: 2446.328369
	Iteration 0F: 2 clusters Score -1820682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1807125.125000 Penalty: 4892.656738
	Iteration 0F: 3 clusters Score -1807125 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1811798.500000 Penalty: 4892.656738
	Iteration 1F: 3 clusters Score -1811798 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1812335.875000 Penalty: 4892.656738
	Iteration 2F: 3 clusters Score -1812336 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1812742.250000 Penalty: 4892.656738
	Iteration 3F: 3 clusters Score -1812742 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1813126.000000 Penalty: 4892.656738
	Iteration 4Q: 3 clusters Score -1813126 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1813532.250000 Penalty: 4892.656738
	Iteration 5Q: 3 clusters Score -1813532 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1813960.625000 Penalty: 4892.656738
	Iteration 6Q: 3 clusters Score -1813961 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1814440.875000 Penalty: 4892.656738
	Iteration 7Q: 3 clusters Score -1814441 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1814979.125000 Penalty: 4892.656738
	Iteration 8Q: 3 clusters Score -1814979 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1815541.750000 Penalty: 4892.656738
	Iteration 9Q: 3 clusters Score -1815542 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1816016.750000 Penalty: 4892.656738
	Iteration 10Q: 3 clusters Score -1816017 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1816492.750000 Penalty: 4892.656738
	Iteration 11Q: 3 clusters Score -1816493 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1816956.375000 Penalty: 4892.656738
	Iteration 12Q: 3 clusters Score -1816956 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1817350.125000 Penalty: 4892.656738
	Iteration 13Q: 3 clusters Score -1817350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1817698.875000 Penalty: 4892.656738
	Iteration 14Q: 3 clusters Score -1817699 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1818000.625000 Penalty: 4892.656738
	Iteration 15Q: 3 clusters Score -1818001 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1818253.125000 Penalty: 4892.656738
	Iteration 16Q: 3 clusters Score -1818253 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1818481.250000 Penalty: 4892.656738
	Iteration 17Q: 3 clusters Score -1818481 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1818684.375000 Penalty: 4892.656738
	Iteration 18Q: 3 clusters Score -1818684 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1818861.125000 Penalty: 4892.656738
	Iteration 19Q: 3 clusters Score -1818861 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1819003.375000 Penalty: 4892.656738
	Iteration 20F: 3 clusters Score -1819003 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1819120.375000 Penalty: 4892.656738
	Iteration 21Q: 3 clusters Score -1819120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1819214.500000 Penalty: 4892.656738
	Iteration 22Q: 3 clusters Score -1819214 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1819292.875000 Penalty: 4892.656738
	Iteration 23Q: 3 clusters Score -1819293 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1819366.500000 Penalty: 4892.656738
	Iteration 24Q: 3 clusters Score -1819366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1819414.875000 Penalty: 4892.656738
	Iteration 25Q: 3 clusters Score -1819415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1819450.500000 Penalty: 4892.656738
	Iteration 26Q: 3 clusters Score -1819450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1819475.125000 Penalty: 4892.656738
	Iteration 27Q: 3 clusters Score -1819475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1819506.750000 Penalty: 4892.656738
	Iteration 28Q: 3 clusters Score -1819507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1819533.500000 Penalty: 4892.656738
	Iteration 29Q: 3 clusters Score -1819534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1819549.125000 Penalty: 4892.656738
	Iteration 30Q: 3 clusters Score -1819549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1819567.750000 Penalty: 4892.656738
	Iteration 31Q: 3 clusters Score -1819568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1819588.875000 Penalty: 4892.656738
	Iteration 32Q: 3 clusters Score -1819589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1819600.875000 Penalty: 4892.656738
	Iteration 33Q: 3 clusters Score -1819601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1819620.000000 Penalty: 4892.656738
	Iteration 34Q: 3 clusters Score -1819620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1819633.250000 Penalty: 4892.656738
	Iteration 35Q: 3 clusters Score -1819633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1819644.625000 Penalty: 4892.656738
	Iteration 36Q: 3 clusters Score -1819645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1819662.250000 Penalty: 4892.656738
	Iteration 37Q: 3 clusters Score -1819662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1819671.625000 Penalty: 4892.656738
	Iteration 38Q: 3 clusters Score -1819672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1819682.250000 Penalty: 4892.656738
	Iteration 39Q: 3 clusters Score -1819682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1819686.750000 Penalty: 4892.656738
	Iteration 40F: 3 clusters Score -1819687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1819701.000000 Penalty: 4892.656738
	Iteration 41Q: 3 clusters Score -1819701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1819722.000000 Penalty: 4892.656738
	Iteration 42Q: 3 clusters Score -1819722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1819727.250000 Penalty: 4892.656738
	Iteration 43Q: 3 clusters Score -1819727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1819737.375000 Penalty: 4892.656738
	Iteration 44Q: 3 clusters Score -1819737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1819750.000000 Penalty: 4892.656738
	Iteration 45Q: 3 clusters Score -1819750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1819750.250000 Penalty: 4892.656738
	Iteration 46Q: 3 clusters Score -1819750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1819749.875000 Penalty: 4892.656738
	Iteration 47Q: 3 clusters Score -1819750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1819751.000000 Penalty: 4892.656738
	Iteration 48Q: 3 clusters Score -1819751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1819754.875000 Penalty: 4892.656738
	Iteration 49Q: 3 clusters Score -1819755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1819760.875000 Penalty: 4892.656738
	Iteration 50Q: 3 clusters Score -1819761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1819762.500000 Penalty: 4892.656738
	Iteration 51Q: 3 clusters Score -1819762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1819766.000000 Penalty: 4892.656738
	Iteration 52Q: 3 clusters Score -1819766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1819770.000000 Penalty: 4892.656738
	Iteration 53Q: 3 clusters Score -1819770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1819773.875000 Penalty: 4892.656738
	Iteration 54Q: 3 clusters Score -1819774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1819776.375000 Penalty: 4892.656738
	Iteration 55Q: 3 clusters Score -1819776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1819777.250000 Penalty: 4892.656738
	Iteration 56Q: 3 clusters Score -1819777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1819775.875000 Penalty: 4892.656738
	Iteration 57Q: 3 clusters Score -1819776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1819778.500000 Penalty: 4892.656738
	Iteration 58Q: 3 clusters Score -1819778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1819777.250000 Penalty: 4892.656738
	Iteration 59Q: 3 clusters Score -1819777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1819777.250000 Penalty: 4892.656738
	Iteration 60F: 3 clusters Score -1819777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125276 members 
Entering Unmasked Estep 
Score: -10100868.000000 Penalty: 2911.092041
	Iteration 0F: 2 clusters Score -1.010087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -10016980.000000 Penalty: 5822.184082
	Iteration 0F: 3 clusters Score -1.001698e+07 nChanged 59578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -10051222.000000 Penalty: 5822.184082
	Iteration 1F: 3 clusters Score -1.005122e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 63236 members 
Entering Unmasked Estep 
Score: -10051875.000000 Penalty: 5822.184082
	Iteration 2Q: 3 clusters Score -1.005188e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -10052617.000000 Penalty: 5822.184082
	Iteration 3Q: 3 clusters Score -1.005262e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -10053510.000000 Penalty: 5822.184082
	Iteration 4Q: 3 clusters Score -1.005351e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -10054623.000000 Penalty: 5822.184082
	Iteration 5Q: 3 clusters Score -1.005462e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -10056237.000000 Penalty: 5822.184082
	Iteration 6Q: 3 clusters Score -1.005624e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -10058773.000000 Penalty: 5822.184082
	Iteration 7Q: 3 clusters Score -1.005877e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -10062758.000000 Penalty: 5822.184082
	Iteration 8F: 3 clusters Score -1.006276e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10068210.000000 Penalty: 5822.184082
	Iteration 9F: 3 clusters Score -1.006821e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 96801 members 
Entering Unmasked Estep 
Score: -10074875.000000 Penalty: 5822.184082
	Iteration 10F: 3 clusters Score -1.007488e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 104815 members 
Entering Unmasked Estep 
Score: -10081603.000000 Penalty: 5822.184082
	Iteration 11F: 3 clusters Score -1.00816e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -10087721.000000 Penalty: 5822.184082
	Iteration 12F: 3 clusters Score -1.008772e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 116382 members 
Entering Unmasked Estep 
Score: -10092288.000000 Penalty: 5822.184082
	Iteration 13Q: 3 clusters Score -1.009229e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -10095149.000000 Penalty: 5822.184082
	Iteration 14Q: 3 clusters Score -1.009515e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 120957 members 
Entering Unmasked Estep 
Score: -10096598.000000 Penalty: 5822.184082
	Iteration 15Q: 3 clusters Score -1.00966e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -10097266.000000 Penalty: 5822.184082
	Iteration 16Q: 3 clusters Score -1.009727e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 122428 members 
Entering Unmasked Estep 
Score: -10097595.000000 Penalty: 5822.184082
	Iteration 17Q: 3 clusters Score -1.00976e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -10097835.000000 Penalty: 5822.184082
	Iteration 18Q: 3 clusters Score -1.009784e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -10097990.000000 Penalty: 5822.184082
	Iteration 19Q: 3 clusters Score -1.009799e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 123365 members 
Entering Unmasked Estep 
Score: -10098103.000000 Penalty: 5822.184082
	Iteration 20F: 3 clusters Score -1.00981e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 123543 members 
Entering Unmasked Estep 
Score: -10098205.000000 Penalty: 5822.184082
	Iteration 21Q: 3 clusters Score -1.00982e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 123691 members 
Entering Unmasked Estep 
Score: -10098315.000000 Penalty: 5822.184082
	Iteration 22Q: 3 clusters Score -1.009832e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 123812 members 
Entering Unmasked Estep 
Score: -10098379.000000 Penalty: 5822.184082
	Iteration 23Q: 3 clusters Score -1.009838e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
Score: -10098428.000000 Penalty: 5822.184082
	Iteration 24Q: 3 clusters Score -1.009843e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 123962 members 
Entering Unmasked Estep 
Score: -10098462.000000 Penalty: 5822.184082
	Iteration 25Q: 3 clusters Score -1.009846e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 123999 members 
Entering Unmasked Estep 
Score: -10098475.000000 Penalty: 5822.184082
	Iteration 26Q: 3 clusters Score -1.009848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -10098476.000000 Penalty: 5822.184082
	Iteration 27Q: 3 clusters Score -1.009848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -10098497.000000 Penalty: 5822.184082
	Iteration 28Q: 3 clusters Score -1.00985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 124080 members 
Entering Unmasked Estep 
Score: -10098508.000000 Penalty: 5822.184082
	Iteration 29Q: 3 clusters Score -1.009851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -10098506.000000 Penalty: 5822.184082
	Iteration 30Q: 3 clusters Score -1.009851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 124106 members 
Entering Unmasked Estep 
Score: -10098518.000000 Penalty: 5822.184082
	Iteration 31Q: 3 clusters Score -1.009852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -10098520.000000 Penalty: 5822.184082
	Iteration 32Q: 3 clusters Score -1.009852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -10098536.000000 Penalty: 5822.184082
	Iteration 33Q: 3 clusters Score -1.009854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -10098539.000000 Penalty: 5822.184082
	Iteration 34Q: 3 clusters Score -1.009854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -10098534.000000 Penalty: 5822.184082
	Iteration 35Q: 3 clusters Score -1.009853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -10098536.000000 Penalty: 5822.184082
	Iteration 36Q: 3 clusters Score -1.009854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -10098547.000000 Penalty: 5822.184082
	Iteration 37Q: 3 clusters Score -1.009855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 124161 members 
Entering Unmasked Estep 
Score: -10098539.000000 Penalty: 5822.184082
	Iteration 38Q: 3 clusters Score -1.009854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -10098542.000000 Penalty: 5822.184082
	Iteration 39Q: 3 clusters Score -1.009854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 124165 members 
Entering Unmasked Estep 
Score: -10098543.000000 Penalty: 5822.184082
	Iteration 40F: 3 clusters Score -1.009854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -10098544.000000 Penalty: 5822.184082
	Iteration 41Q: 3 clusters Score -1.009854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 124166 members 
Entering Unmasked Estep 
Score: -10098544.000000 Penalty: 5822.184082
	Iteration 42F: 3 clusters Score -1.009854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Entering Unmasked Estep 
Score: -3587630.500000 Penalty: 2652.322754
	Iteration 0F: 2 clusters Score -3587630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3557680.750000 Penalty: 5304.645508
	Iteration 0F: 3 clusters Score -3557681 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3569062.500000 Penalty: 5304.645508
	Iteration 1F: 3 clusters Score -3569062 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3569733.500000 Penalty: 5304.645508
	Iteration 2Q: 3 clusters Score -3569734 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3570322.000000 Penalty: 5304.645508
	Iteration 3Q: 3 clusters Score -3570322 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3570869.250000 Penalty: 5304.645508
	Iteration 4Q: 3 clusters Score -3570869 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3571442.750000 Penalty: 5304.645508
	Iteration 5Q: 3 clusters Score -3571443 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3572034.750000 Penalty: 5304.645508
	Iteration 6Q: 3 clusters Score -3572035 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3572742.750000 Penalty: 5304.645508
	Iteration 7Q: 3 clusters Score -3572743 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3573492.750000 Penalty: 5304.645508
	Iteration 8Q: 3 clusters Score -3573493 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3574326.000000 Penalty: 5304.645508
	Iteration 9Q: 3 clusters Score -3574326 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3575341.250000 Penalty: 5304.645508
	Iteration 10Q: 3 clusters Score -3575341 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3576370.750000 Penalty: 5304.645508
	Iteration 11Q: 3 clusters Score -3576371 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3577329.750000 Penalty: 5304.645508
	Iteration 12Q: 3 clusters Score -3577330 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3578213.750000 Penalty: 5304.645508
	Iteration 13Q: 3 clusters Score -3578214 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3578959.000000 Penalty: 5304.645508
	Iteration 14Q: 3 clusters Score -3578959 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3579569.750000 Penalty: 5304.645508
	Iteration 15Q: 3 clusters Score -3579570 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3580096.500000 Penalty: 5304.645508
	Iteration 16Q: 3 clusters Score -3580096 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3580589.500000 Penalty: 5304.645508
	Iteration 17Q: 3 clusters Score -3580590 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3581057.500000 Penalty: 5304.645508
	Iteration 18Q: 3 clusters Score -3581058 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3581460.500000 Penalty: 5304.645508
	Iteration 19Q: 3 clusters Score -3581460 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3581825.750000 Penalty: 5304.645508
	Iteration 20F: 3 clusters Score -3581826 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3582167.500000 Penalty: 5304.645508
	Iteration 21Q: 3 clusters Score -3582168 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3582489.250000 Penalty: 5304.645508
	Iteration 22Q: 3 clusters Score -3582489 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3582815.250000 Penalty: 5304.645508
	Iteration 23Q: 3 clusters Score -3582815 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3583157.250000 Penalty: 5304.645508
	Iteration 24Q: 3 clusters Score -3583157 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3583498.000000 Penalty: 5304.645508
	Iteration 25Q: 3 clusters Score -3583498 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3583794.000000 Penalty: 5304.645508
	Iteration 26Q: 3 clusters Score -3583794 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3584071.750000 Penalty: 5304.645508
	Iteration 27Q: 3 clusters Score -3584072 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3584316.000000 Penalty: 5304.645508
	Iteration 28Q: 3 clusters Score -3584316 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3584495.500000 Penalty: 5304.645508
	Iteration 29Q: 3 clusters Score -3584496 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3584673.000000 Penalty: 5304.645508
	Iteration 30Q: 3 clusters Score -3584673 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3584811.500000 Penalty: 5304.645508
	Iteration 31Q: 3 clusters Score -3584812 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3584933.750000 Penalty: 5304.645508
	Iteration 32Q: 3 clusters Score -3584934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3585024.000000 Penalty: 5304.645508
	Iteration 33Q: 3 clusters Score -3585024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3585112.500000 Penalty: 5304.645508
	Iteration 34Q: 3 clusters Score -3585112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3585167.500000 Penalty: 5304.645508
	Iteration 35Q: 3 clusters Score -3585168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3585223.000000 Penalty: 5304.645508
	Iteration 36Q: 3 clusters Score -3585223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3585258.750000 Penalty: 5304.645508
	Iteration 37Q: 3 clusters Score -3585259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3585281.500000 Penalty: 5304.645508
	Iteration 38Q: 3 clusters Score -3585282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3585319.750000 Penalty: 5304.645508
	Iteration 39Q: 3 clusters Score -3585320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3585332.500000 Penalty: 5304.645508
	Iteration 40F: 3 clusters Score -3585332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3585340.750000 Penalty: 5304.645508
	Iteration 41Q: 3 clusters Score -3585341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3585343.750000 Penalty: 5304.645508
	Iteration 42Q: 3 clusters Score -3585344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3585345.250000 Penalty: 5304.645508
	Iteration 43Q: 3 clusters Score -3585345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3585349.500000 Penalty: 5304.645508
	Iteration 44Q: 3 clusters Score -3585350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3585353.250000 Penalty: 5304.645508
	Iteration 45Q: 3 clusters Score -3585353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3585359.000000 Penalty: 5304.645508
	Iteration 46Q: 3 clusters Score -3585359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3585359.250000 Penalty: 5304.645508
	Iteration 47Q: 3 clusters Score -3585359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3585360.500000 Penalty: 5304.645508
	Iteration 48Q: 3 clusters Score -3585360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3585362.250000 Penalty: 5304.645508
	Iteration 49Q: 3 clusters Score -3585362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3585361.500000 Penalty: 5304.645508
	Iteration 50Q: 3 clusters Score -3585362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3585361.750000 Penalty: 5304.645508
	Iteration 51Q: 3 clusters Score -3585362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3585366.500000 Penalty: 5304.645508
	Iteration 52Q: 3 clusters Score -3585366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3585371.250000 Penalty: 5304.645508
	Iteration 53Q: 3 clusters Score -3585371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3585378.000000 Penalty: 5304.645508
	Iteration 54Q: 3 clusters Score -3585378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3585380.000000 Penalty: 5304.645508
	Iteration 55Q: 3 clusters Score -3585380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3585381.000000 Penalty: 5304.645508
	Iteration 56Q: 3 clusters Score -3585381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3585383.250000 Penalty: 5304.645508
	Iteration 57Q: 3 clusters Score -3585383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3585380.750000 Penalty: 5304.645508
	Iteration 58Q: 3 clusters Score -3585381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3585380.750000 Penalty: 5304.645508
	Iteration 59F: 3 clusters Score -3585381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -232680.250000 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -232680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -229082.234375 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -229082.2 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -230651.546875 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -230651.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -231384.531250 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -231384.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -231844.953125 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -231845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -232130.734375 Penalty: 4091.919189
	Iteration 4F: 3 clusters Score -232130.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -232286.109375 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -232286.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -232408.187500 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -232408.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -232501.015625 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -232501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -232553.890625 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -232553.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -232593.093750 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -232593.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232614.531250 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -232614.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232631.703125 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -232631.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -232642.328125 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -232642.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -232649.718750 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -232649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -232657.328125 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -232657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -232665.296875 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -232665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232670.734375 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -232670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232675.109375 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -232675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -232680.171875 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -232680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -232682.843750 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -232682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232689.437500 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -232689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232700.640625 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -232700.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232714.062500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -232714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232720.500000 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -232720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -232722.531250 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -232722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232724.015625 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -232724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232725.421875 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -232725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232725.953125 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -232726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -232725.937500 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -232725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -232727.312500 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -232727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -232727.734375 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -232727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232728.171875 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -232728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -232728.171875 Penalty: 4091.919189
	Iteration 32F: 3 clusters Score -232728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109723 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107372 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4410 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 1175 members 
Entering Unmasked Estep 
Score: -150792560.000000 Penalty: 253409.765625
Splitting cluster 13 changes total score from -150794048.000000 to -150792560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -321683.125000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -321683.1 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 2085 members 
Entering Unmasked Estep 
Score: -317712.062500 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -317712.1 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -318670.718750 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -318670.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -318922.718750 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -318922.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -319092.437500 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -319092.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -319210.218750 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -319210.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -319299.000000 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -319299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -319381.031250 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -319381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -319439.437500 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -319439.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -319493.125000 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -319493.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -319531.125000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -319531.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -319568.187500 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -319568.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -319598.656250 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -319598.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -319631.156250 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -319631.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -319656.500000 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -319656.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -319680.000000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -319680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -319702.531250 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -319702.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -319725.781250 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -319725.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -319741.625000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -319741.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -319751.968750 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -319752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -319759.406250 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -319759.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -319765.843750 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -319765.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -319773.781250 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -319773.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -319785.718750 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -319785.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -319794.000000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -319794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -319803.406250 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -319803.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -319815.031250 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -319815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -319821.843750 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -319821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -319826.375000 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -319826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -319831.718750 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -319831.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -319838.875000 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -319838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -319844.250000 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -319844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -319848.437500 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -319848.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -319855.625000 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -319855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -319860.906250 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -319860.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -319865.250000 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -319865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -319869.875000 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -319869.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -319877.156250 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -319877.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -319882.875000 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -319882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -319889.093750 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -319889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -319892.531250 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -319892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -319894.781250 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -319894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -319901.781250 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -319901.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -319911.218750 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -319911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -319917.843750 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -319917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -319924.687500 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -319924.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -319931.718750 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -319931.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -319934.812500 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -319934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -319938.375000 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -319938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -319943.187500 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -319943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -319947.406250 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -319947.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -319953.531250 Penalty: 4127.907715
	Iteration 50Q: 3 clusters Score -319953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -319958.250000 Penalty: 4127.907715
	Iteration 51Q: 3 clusters Score -319958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -319962.937500 Penalty: 4127.907715
	Iteration 52Q: 3 clusters Score -319962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -319967.500000 Penalty: 4127.907715
	Iteration 53Q: 3 clusters Score -319967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -319968.937500 Penalty: 4127.907715
	Iteration 54Q: 3 clusters Score -319968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -319970.593750 Penalty: 4127.907715
	Iteration 55Q: 3 clusters Score -319970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -319971.968750 Penalty: 4127.907715
	Iteration 56Q: 3 clusters Score -319972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -319975.187500 Penalty: 4127.907715
	Iteration 57Q: 3 clusters Score -319975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -319978.875000 Penalty: 4127.907715
	Iteration 58Q: 3 clusters Score -319978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -319982.625000 Penalty: 4127.907715
	Iteration 59Q: 3 clusters Score -319982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -319984.750000 Penalty: 4127.907715
	Iteration 60F: 3 clusters Score -319984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -319987.437500 Penalty: 4127.907715
	Iteration 61Q: 3 clusters Score -319987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -319989.656250 Penalty: 4127.907715
	Iteration 62Q: 3 clusters Score -319989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -319989.750000 Penalty: 4127.907715
	Iteration 63Q: 3 clusters Score -319989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -319989.750000 Penalty: 4127.907715
	Iteration 64F: 3 clusters Score -319989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Entering Unmasked Estep 
Score: -1507243.250000 Penalty: 2439.131836
	Iteration 0F: 2 clusters Score -1507243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1494004.375000 Penalty: 4878.263672
	Iteration 0F: 3 clusters Score -1494004 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1498270.000000 Penalty: 4878.263672
	Iteration 1F: 3 clusters Score -1498270 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1498657.875000 Penalty: 4878.263672
	Iteration 2F: 3 clusters Score -1498658 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1499035.250000 Penalty: 4878.263672
	Iteration 3Q: 3 clusters Score -1499035 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1499432.750000 Penalty: 4878.263672
	Iteration 4Q: 3 clusters Score -1499433 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1499928.625000 Penalty: 4878.263672
	Iteration 5F: 3 clusters Score -1499929 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1500555.500000 Penalty: 4878.263672
	Iteration 6F: 3 clusters Score -1500556 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1501323.000000 Penalty: 4878.263672
	Iteration 7F: 3 clusters Score -1501323 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1502095.750000 Penalty: 4878.263672
	Iteration 8F: 3 clusters Score -1502096 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1502769.625000 Penalty: 4878.263672
	Iteration 9F: 3 clusters Score -1502770 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1503307.375000 Penalty: 4878.263672
	Iteration 10Q: 3 clusters Score -1503307 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1503702.375000 Penalty: 4878.263672
	Iteration 11Q: 3 clusters Score -1503702 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1503981.125000 Penalty: 4878.263672
	Iteration 12Q: 3 clusters Score -1503981 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1504179.000000 Penalty: 4878.263672
	Iteration 13Q: 3 clusters Score -1504179 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1504318.375000 Penalty: 4878.263672
	Iteration 14Q: 3 clusters Score -1504318 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1504418.000000 Penalty: 4878.263672
	Iteration 15Q: 3 clusters Score -1504418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1504518.875000 Penalty: 4878.263672
	Iteration 16Q: 3 clusters Score -1504519 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1504599.625000 Penalty: 4878.263672
	Iteration 17Q: 3 clusters Score -1504600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1504669.375000 Penalty: 4878.263672
	Iteration 18Q: 3 clusters Score -1504669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1504719.125000 Penalty: 4878.263672
	Iteration 19Q: 3 clusters Score -1504719 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1504774.750000 Penalty: 4878.263672
	Iteration 20F: 3 clusters Score -1504775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1504822.500000 Penalty: 4878.263672
	Iteration 21Q: 3 clusters Score -1504822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1504876.750000 Penalty: 4878.263672
	Iteration 22Q: 3 clusters Score -1504877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1504910.125000 Penalty: 4878.263672
	Iteration 23Q: 3 clusters Score -1504910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1504937.000000 Penalty: 4878.263672
	Iteration 24Q: 3 clusters Score -1504937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1504965.000000 Penalty: 4878.263672
	Iteration 25Q: 3 clusters Score -1504965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1504983.250000 Penalty: 4878.263672
	Iteration 26Q: 3 clusters Score -1504983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1504990.000000 Penalty: 4878.263672
	Iteration 27Q: 3 clusters Score -1504990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1504997.875000 Penalty: 4878.263672
	Iteration 28Q: 3 clusters Score -1504998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1505014.000000 Penalty: 4878.263672
	Iteration 29Q: 3 clusters Score -1505014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1505020.875000 Penalty: 4878.263672
	Iteration 30Q: 3 clusters Score -1505021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1505028.625000 Penalty: 4878.263672
	Iteration 31Q: 3 clusters Score -1505029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1505042.875000 Penalty: 4878.263672
	Iteration 32Q: 3 clusters Score -1505043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1505055.250000 Penalty: 4878.263672
	Iteration 33Q: 3 clusters Score -1505055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1505068.625000 Penalty: 4878.263672
	Iteration 34Q: 3 clusters Score -1505069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1505081.500000 Penalty: 4878.263672
	Iteration 35Q: 3 clusters Score -1505082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1505090.125000 Penalty: 4878.263672
	Iteration 36Q: 3 clusters Score -1505090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1505110.250000 Penalty: 4878.263672
	Iteration 37Q: 3 clusters Score -1505110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1505125.250000 Penalty: 4878.263672
	Iteration 38Q: 3 clusters Score -1505125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1505133.750000 Penalty: 4878.263672
	Iteration 39Q: 3 clusters Score -1505134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1505142.500000 Penalty: 4878.263672
	Iteration 40F: 3 clusters Score -1505142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1505151.500000 Penalty: 4878.263672
	Iteration 41Q: 3 clusters Score -1505152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1505163.625000 Penalty: 4878.263672
	Iteration 42Q: 3 clusters Score -1505164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1505170.375000 Penalty: 4878.263672
	Iteration 43Q: 3 clusters Score -1505170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1505180.500000 Penalty: 4878.263672
	Iteration 44Q: 3 clusters Score -1505180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -1505183.500000 Penalty: 4878.263672
	Iteration 45Q: 3 clusters Score -1505184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1505183.250000 Penalty: 4878.263672
	Iteration 46Q: 3 clusters Score -1505183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1505186.750000 Penalty: 4878.263672
	Iteration 47Q: 3 clusters Score -1505187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1505189.125000 Penalty: 4878.263672
	Iteration 48Q: 3 clusters Score -1505189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1505194.125000 Penalty: 4878.263672
	Iteration 49Q: 3 clusters Score -1505194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1505196.000000 Penalty: 4878.263672
	Iteration 50Q: 3 clusters Score -1505196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1505196.000000 Penalty: 4878.263672
	Iteration 51F: 3 clusters Score -1505196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -35549.308594 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -35549.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34039.863281 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -34039.86 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34464.203125 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -34464.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34746.203125 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -34746.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34947.500000 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -34947.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35111.371094 Penalty: 3124.278809
	Iteration 4F: 3 clusters Score -35111.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35188.480469 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -35188.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35289.718750 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -35289.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35333.113281 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -35333.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35356.906250 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -35356.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35362.859375 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -35362.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35368.601562 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -35368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35374.902344 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -35374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35378.316406 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -35378.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35380.667969 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -35380.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35380.667969 Penalty: 3124.278809
	Iteration 14F: 3 clusters Score -35380.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (123817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123817 members 
Entering Unmasked Estep 
Score: -12201541.000000 Penalty: 2908.186768
	Iteration 0F: 2 clusters Score -1.220154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -12119696.000000 Penalty: 5816.373535
	Iteration 0F: 3 clusters Score -1.21197e+07 nChanged 58900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -12153647.000000 Penalty: 5816.373535
	Iteration 1F: 3 clusters Score -1.215365e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -12154684.000000 Penalty: 5816.373535
	Iteration 2Q: 3 clusters Score -1.215468e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -12155952.000000 Penalty: 5816.373535
	Iteration 3Q: 3 clusters Score -1.215595e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -12157623.000000 Penalty: 5816.373535
	Iteration 4Q: 3 clusters Score -1.215762e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -12159900.000000 Penalty: 5816.373535
	Iteration 5Q: 3 clusters Score -1.21599e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -12163042.000000 Penalty: 5816.373535
	Iteration 6F: 3 clusters Score -1.216304e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -12167514.000000 Penalty: 5816.373535
	Iteration 7F: 3 clusters Score -1.216751e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 92980 members 
Entering Unmasked Estep 
Score: -12173533.000000 Penalty: 5816.373535
	Iteration 8F: 3 clusters Score -1.217353e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -12180276.000000 Penalty: 5816.373535
	Iteration 9F: 3 clusters Score -1.218028e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -12186941.000000 Penalty: 5816.373535
	Iteration 10F: 3 clusters Score -1.218694e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -12192236.000000 Penalty: 5816.373535
	Iteration 11Q: 3 clusters Score -1.219224e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -12195509.000000 Penalty: 5816.373535
	Iteration 12Q: 3 clusters Score -1.219551e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 121201 members 
Entering Unmasked Estep 
Score: -12197189.000000 Penalty: 5816.373535
	Iteration 13Q: 3 clusters Score -1.219719e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 122192 members 
Entering Unmasked Estep 
Score: -12197962.000000 Penalty: 5816.373535
	Iteration 14Q: 3 clusters Score -1.219796e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 122699 members 
Entering Unmasked Estep 
Score: -12198411.000000 Penalty: 5816.373535
	Iteration 15Q: 3 clusters Score -1.219841e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -12198652.000000 Penalty: 5816.373535
	Iteration 16Q: 3 clusters Score -1.219865e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -12198766.000000 Penalty: 5816.373535
	Iteration 17Q: 3 clusters Score -1.219877e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 123165 members 
Entering Unmasked Estep 
Score: -12198839.000000 Penalty: 5816.373535
	Iteration 18Q: 3 clusters Score -1.219884e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -12198864.000000 Penalty: 5816.373535
	Iteration 19Q: 3 clusters Score -1.219886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -12198887.000000 Penalty: 5816.373535
	Iteration 20F: 3 clusters Score -1.219889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 123249 members 
Entering Unmasked Estep 
Score: -12198904.000000 Penalty: 5816.373535
	Iteration 21Q: 3 clusters Score -1.21989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -12198937.000000 Penalty: 5816.373535
	Iteration 22Q: 3 clusters Score -1.219894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -12198937.000000 Penalty: 5816.373535
	Iteration 23Q: 3 clusters Score -1.219894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -12198944.000000 Penalty: 5816.373535
	Iteration 24Q: 3 clusters Score -1.219894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 123300 members 
Entering Unmasked Estep 
Score: -12198964.000000 Penalty: 5816.373535
	Iteration 25Q: 3 clusters Score -1.219896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -12198981.000000 Penalty: 5816.373535
	Iteration 26Q: 3 clusters Score -1.219898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 123310 members 
Entering Unmasked Estep 
Score: -12198996.000000 Penalty: 5816.373535
	Iteration 27Q: 3 clusters Score -1.2199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -12199002.000000 Penalty: 5816.373535
	Iteration 28Q: 3 clusters Score -1.2199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -12199006.000000 Penalty: 5816.373535
	Iteration 29Q: 3 clusters Score -1.219901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -12199019.000000 Penalty: 5816.373535
	Iteration 30Q: 3 clusters Score -1.219902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -12199023.000000 Penalty: 5816.373535
	Iteration 31Q: 3 clusters Score -1.219902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -12199024.000000 Penalty: 5816.373535
	Iteration 32Q: 3 clusters Score -1.219902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 123334 members 
Entering Unmasked Estep 
Score: -12199037.000000 Penalty: 5816.373535
	Iteration 33Q: 3 clusters Score -1.219904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -12199028.000000 Penalty: 5816.373535
	Iteration 34Q: 3 clusters Score -1.219903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -12199049.000000 Penalty: 5816.373535
	Iteration 35Q: 3 clusters Score -1.219905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -12199039.000000 Penalty: 5816.373535
	Iteration 36Q: 3 clusters Score -1.219904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -12199038.000000 Penalty: 5816.373535
	Iteration 37Q: 3 clusters Score -1.219904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -12199044.000000 Penalty: 5816.373535
	Iteration 38Q: 3 clusters Score -1.219904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -12199044.000000 Penalty: 5816.373535
	Iteration 39F: 3 clusters Score -1.219904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Entering Unmasked Estep 
Score: -13929337.000000 Penalty: 2986.477295
	Iteration 0F: 2 clusters Score -1.392934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -13816033.000000 Penalty: 5972.954590
	Iteration 0F: 3 clusters Score -1.381603e+07 nChanged 81119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -13863514.000000 Penalty: 5972.954590
	Iteration 1F: 3 clusters Score -1.386351e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -13864538.000000 Penalty: 5972.954590
	Iteration 2Q: 3 clusters Score -1.386454e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -13865967.000000 Penalty: 5972.954590
	Iteration 3Q: 3 clusters Score -1.386597e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -13867760.000000 Penalty: 5972.954590
	Iteration 4Q: 3 clusters Score -1.386776e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -13869885.000000 Penalty: 5972.954590
	Iteration 5Q: 3 clusters Score -1.386988e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -13872965.000000 Penalty: 5972.954590
	Iteration 6Q: 3 clusters Score -1.387296e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -13877587.000000 Penalty: 5972.954590
	Iteration 7F: 3 clusters Score -1.387759e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -13884212.000000 Penalty: 5972.954590
	Iteration 8F: 3 clusters Score -1.388421e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -13893227.000000 Penalty: 5972.954590
	Iteration 9F: 3 clusters Score -1.389323e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -13901886.000000 Penalty: 5972.954590
	Iteration 10F: 3 clusters Score -1.390189e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 136596 members 
Entering Unmasked Estep 
Score: -13907805.000000 Penalty: 5972.954590
	Iteration 11Q: 3 clusters Score -1.39078e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 142070 members 
Entering Unmasked Estep 
Score: -13911835.000000 Penalty: 5972.954590
	Iteration 12Q: 3 clusters Score -1.391184e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 146695 members 
Entering Unmasked Estep 
Score: -13914635.000000 Penalty: 5972.954590
	Iteration 13Q: 3 clusters Score -1.391464e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 150807 members 
Entering Unmasked Estep 
Score: -13917184.000000 Penalty: 5972.954590
	Iteration 14Q: 3 clusters Score -1.391718e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -13919527.000000 Penalty: 5972.954590
	Iteration 15Q: 3 clusters Score -1.391953e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -13921686.000000 Penalty: 5972.954590
	Iteration 16Q: 3 clusters Score -1.392169e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 160203 members 
Entering Unmasked Estep 
Score: -13923475.000000 Penalty: 5972.954590
	Iteration 17Q: 3 clusters Score -1.392348e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -13924668.000000 Penalty: 5972.954590
	Iteration 18Q: 3 clusters Score -1.392467e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 163630 members 
Entering Unmasked Estep 
Score: -13925684.000000 Penalty: 5972.954590
	Iteration 19Q: 3 clusters Score -1.392568e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -13926344.000000 Penalty: 5972.954590
	Iteration 20F: 3 clusters Score -1.392634e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 165456 members 
Entering Unmasked Estep 
Score: -13926743.000000 Penalty: 5972.954590
	Iteration 21Q: 3 clusters Score -1.392674e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -13926969.000000 Penalty: 5972.954590
	Iteration 22Q: 3 clusters Score -1.392697e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -13927103.000000 Penalty: 5972.954590
	Iteration 23Q: 3 clusters Score -1.39271e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 166724 members 
Entering Unmasked Estep 
Score: -13927177.000000 Penalty: 5972.954590
	Iteration 24Q: 3 clusters Score -1.392718e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -13927223.000000 Penalty: 5972.954590
	Iteration 25Q: 3 clusters Score -1.392722e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 167097 members 
Entering Unmasked Estep 
Score: -13927254.000000 Penalty: 5972.954590
	Iteration 26Q: 3 clusters Score -1.392725e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 167209 members 
Entering Unmasked Estep 
Score: -13927327.000000 Penalty: 5972.954590
	Iteration 27Q: 3 clusters Score -1.392733e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -13927299.000000 Penalty: 5972.954590
	Iteration 28Q: 3 clusters Score -1.39273e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 167334 members 
Entering Unmasked Estep 
Score: -13927315.000000 Penalty: 5972.954590
	Iteration 29Q: 3 clusters Score -1.392732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 167379 members 
Entering Unmasked Estep 
Score: -13927332.000000 Penalty: 5972.954590
	Iteration 30Q: 3 clusters Score -1.392733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 167424 members 
Entering Unmasked Estep 
Score: -13927348.000000 Penalty: 5972.954590
	Iteration 31Q: 3 clusters Score -1.392735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 167462 members 
Entering Unmasked Estep 
Score: -13927385.000000 Penalty: 5972.954590
	Iteration 32Q: 3 clusters Score -1.392738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 167496 members 
Entering Unmasked Estep 
Score: -13927377.000000 Penalty: 5972.954590
	Iteration 33Q: 3 clusters Score -1.392738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -13927379.000000 Penalty: 5972.954590
	Iteration 34Q: 3 clusters Score -1.392738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -13927385.000000 Penalty: 5972.954590
	Iteration 35Q: 3 clusters Score -1.392738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -13927384.000000 Penalty: 5972.954590
	Iteration 36Q: 3 clusters Score -1.392738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -13927393.000000 Penalty: 5972.954590
	Iteration 37Q: 3 clusters Score -1.392739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -13927400.000000 Penalty: 5972.954590
	Iteration 38Q: 3 clusters Score -1.39274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 167629 members 
Entering Unmasked Estep 
Score: -13927376.000000 Penalty: 5972.954590
	Iteration 39Q: 3 clusters Score -1.392738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -13927392.000000 Penalty: 5972.954590
	Iteration 40F: 3 clusters Score -1.392739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -13927398.000000 Penalty: 5972.954590
	Iteration 41Q: 3 clusters Score -1.39274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -13927397.000000 Penalty: 5972.954590
	Iteration 42Q: 3 clusters Score -1.39274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 167655 members 
Entering Unmasked Estep 
Score: -13927395.000000 Penalty: 5972.954590
	Iteration 43Q: 3 clusters Score -1.39274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -13927402.000000 Penalty: 5972.954590
	Iteration 44Q: 3 clusters Score -1.39274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -13927410.000000 Penalty: 5972.954590
	Iteration 45Q: 3 clusters Score -1.392741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -13927400.000000 Penalty: 5972.954590
	Iteration 46Q: 3 clusters Score -1.39274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -13927390.000000 Penalty: 5972.954590
	Iteration 47Q: 3 clusters Score -1.392739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -13927396.000000 Penalty: 5972.954590
	Iteration 48Q: 3 clusters Score -1.39274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -13927387.000000 Penalty: 5972.954590
	Iteration 49Q: 3 clusters Score -1.392739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -13927392.000000 Penalty: 5972.954590
	Iteration 50Q: 3 clusters Score -1.392739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -13927389.000000 Penalty: 5972.954590
	Iteration 51Q: 3 clusters Score -1.392739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -13927389.000000 Penalty: 5972.954590
	Iteration 52F: 3 clusters Score -1.392739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Entering Unmasked Estep 
Score: -9169643.000000 Penalty: 2821.303467
	Iteration 0F: 2 clusters Score -9169643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -9113515.000000 Penalty: 5642.606934
	Iteration 0F: 3 clusters Score -9113515 nChanged 41333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -9138082.000000 Penalty: 5642.606934
	Iteration 1F: 3 clusters Score -9138082 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -9139512.000000 Penalty: 5642.606934
	Iteration 2Q: 3 clusters Score -9139512 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -9141267.000000 Penalty: 5642.606934
	Iteration 3F: 3 clusters Score -9141267 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -9143389.000000 Penalty: 5642.606934
	Iteration 4F: 3 clusters Score -9143389 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -9145980.000000 Penalty: 5642.606934
	Iteration 5F: 3 clusters Score -9145980 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -9148988.000000 Penalty: 5642.606934
	Iteration 6F: 3 clusters Score -9148988 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9152346.000000 Penalty: 5642.606934
	Iteration 7F: 3 clusters Score -9152346 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -9155987.000000 Penalty: 5642.606934
	Iteration 8F: 3 clusters Score -9155987 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -9158615.000000 Penalty: 5642.606934
	Iteration 9F: 3 clusters Score -9158615 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -9159943.000000 Penalty: 5642.606934
	Iteration 10Q: 3 clusters Score -9159943 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -9160580.000000 Penalty: 5642.606934
	Iteration 11Q: 3 clusters Score -9160580 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -9160966.000000 Penalty: 5642.606934
	Iteration 12Q: 3 clusters Score -9160966 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -9161280.000000 Penalty: 5642.606934
	Iteration 13Q: 3 clusters Score -9161280 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -9161529.000000 Penalty: 5642.606934
	Iteration 14Q: 3 clusters Score -9161529 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -9161802.000000 Penalty: 5642.606934
	Iteration 15Q: 3 clusters Score -9161802 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -9162040.000000 Penalty: 5642.606934
	Iteration 16Q: 3 clusters Score -9162040 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -9162174.000000 Penalty: 5642.606934
	Iteration 17Q: 3 clusters Score -9162174 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -9162357.000000 Penalty: 5642.606934
	Iteration 18Q: 3 clusters Score -9162357 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -9162464.000000 Penalty: 5642.606934
	Iteration 19Q: 3 clusters Score -9162464 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -9162544.000000 Penalty: 5642.606934
	Iteration 20F: 3 clusters Score -9162544 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -9162577.000000 Penalty: 5642.606934
	Iteration 21Q: 3 clusters Score -9162577 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -9162602.000000 Penalty: 5642.606934
	Iteration 22Q: 3 clusters Score -9162602 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -9162648.000000 Penalty: 5642.606934
	Iteration 23Q: 3 clusters Score -9162648 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -9162701.000000 Penalty: 5642.606934
	Iteration 24Q: 3 clusters Score -9162701 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -9162723.000000 Penalty: 5642.606934
	Iteration 25Q: 3 clusters Score -9162723 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -9162738.000000 Penalty: 5642.606934
	Iteration 26Q: 3 clusters Score -9162738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -9162748.000000 Penalty: 5642.606934
	Iteration 27Q: 3 clusters Score -9162748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -9162735.000000 Penalty: 5642.606934
	Iteration 28Q: 3 clusters Score -9162735 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -9162734.000000 Penalty: 5642.606934
	Iteration 29Q: 3 clusters Score -9162734 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -9162755.000000 Penalty: 5642.606934
	Iteration 30Q: 3 clusters Score -9162755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -9162782.000000 Penalty: 5642.606934
	Iteration 31Q: 3 clusters Score -9162782 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -9162785.000000 Penalty: 5642.606934
	Iteration 32Q: 3 clusters Score -9162785 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -9162800.000000 Penalty: 5642.606934
	Iteration 33Q: 3 clusters Score -9162800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46946 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46807 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44099 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43829 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43531 members 
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Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42426 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40903 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40618 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40033 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39734 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39448 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38818 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38555 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37702 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9164101 nChanged 270
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Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36700 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9164232 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9164254 nChanged 178
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Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 51000 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 51140 members 
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Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9164286 nChanged 151
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Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9164297 nChanged 135
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Mstep: Class 1 contains 35525 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9164325 nChanged 128
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9164341 nChanged 94
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9164374 nChanged 67
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	Iteration 113Q: 3 clusters Score -9164361 nChanged 58
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	Iteration 114Q: 3 clusters Score -9164363 nChanged 60
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9164390 nChanged 41
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9164399 nChanged 34
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9164396 nChanged 34
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9164398 nChanged 41
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Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9164381 nChanged 37
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9164392 nChanged 35
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9164385 nChanged 25
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	Iteration 122Q: 3 clusters Score -9164390 nChanged 16
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9164379 nChanged 17
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -9164377.000000 Penalty: 5642.606934
	Iteration 126Q: 3 clusters Score -9164377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -9164368.000000 Penalty: 5642.606934
	Iteration 127Q: 3 clusters Score -9164368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -9164379.000000 Penalty: 5642.606934
	Iteration 128Q: 3 clusters Score -9164379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -9164369.000000 Penalty: 5642.606934
	Iteration 129Q: 3 clusters Score -9164369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -9164376.000000 Penalty: 5642.606934
	Iteration 130Q: 3 clusters Score -9164376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -9164375.000000 Penalty: 5642.606934
	Iteration 131Q: 3 clusters Score -9164375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -9164374.000000 Penalty: 5642.606934
	Iteration 132Q: 3 clusters Score -9164374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -9164374.000000 Penalty: 5642.606934
	Iteration 133Q: 3 clusters Score -9164374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -9164379.000000 Penalty: 5642.606934
	Iteration 134Q: 3 clusters Score -9164379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -9164382.000000 Penalty: 5642.606934
	Iteration 135Q: 3 clusters Score -9164382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -9164380.000000 Penalty: 5642.606934
	Iteration 136Q: 3 clusters Score -9164380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -9164380.000000 Penalty: 5642.606934
	Iteration 137Q: 3 clusters Score -9164380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -9164391.000000 Penalty: 5642.606934
	Iteration 138Q: 3 clusters Score -9164391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -9164383.000000 Penalty: 5642.606934
	Iteration 139Q: 3 clusters Score -9164383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -9164383.000000 Penalty: 5642.606934
	Iteration 140F: 3 clusters Score -9164383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -9164385.000000 Penalty: 5642.606934
	Iteration 141Q: 3 clusters Score -9164385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -9164384.000000 Penalty: 5642.606934
	Iteration 142Q: 3 clusters Score -9164384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -9164383.000000 Penalty: 5642.606934
	Iteration 143Q: 3 clusters Score -9164383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -9164381.000000 Penalty: 5642.606934
	Iteration 144Q: 3 clusters Score -9164381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -9164383.000000 Penalty: 5642.606934
	Iteration 145Q: 3 clusters Score -9164383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -9164383.000000 Penalty: 5642.606934
	Iteration 146Q: 3 clusters Score -9164383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -9164385.000000 Penalty: 5642.606934
	Iteration 147Q: 3 clusters Score -9164385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -9164386.000000 Penalty: 5642.606934
	Iteration 148Q: 3 clusters Score -9164386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -9164375.000000 Penalty: 5642.606934
	Iteration 149Q: 3 clusters Score -9164375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -9164372.000000 Penalty: 5642.606934
	Iteration 150Q: 3 clusters Score -9164372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -9164375.000000 Penalty: 5642.606934
	Iteration 151Q: 3 clusters Score -9164375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -9164363.000000 Penalty: 5642.606934
	Iteration 152Q: 3 clusters Score -9164363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -9164366.000000 Penalty: 5642.606934
	Iteration 153Q: 3 clusters Score -9164366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -9164369.000000 Penalty: 5642.606934
	Iteration 154Q: 3 clusters Score -9164369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -9164366.000000 Penalty: 5642.606934
	Iteration 155Q: 3 clusters Score -9164366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -9164368.000000 Penalty: 5642.606934
	Iteration 156Q: 3 clusters Score -9164368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -9164374.000000 Penalty: 5642.606934
	Iteration 157Q: 3 clusters Score -9164374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -9164375.000000 Penalty: 5642.606934
	Iteration 158Q: 3 clusters Score -9164375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -9164377.000000 Penalty: 5642.606934
	Iteration 159Q: 3 clusters Score -9164377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -9164382.000000 Penalty: 5642.606934
	Iteration 160F: 3 clusters Score -9164382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -9164379.000000 Penalty: 5642.606934
	Iteration 161Q: 3 clusters Score -9164379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -9164379.000000 Penalty: 5642.606934
	Iteration 162F: 3 clusters Score -9164379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -199140.406250 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -199140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -196139.953125 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -196140 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -196716.562500 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -196716.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -196860.125000 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -196860.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -196958.093750 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -196958.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -197025.218750 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -197025.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -197082.109375 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -197082.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -197123.156250 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -197123.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -197151.953125 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -197152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -197181.921875 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -197181.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -197205.234375 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -197205.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -197215.218750 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -197215.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -197222.578125 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -197222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -197227.171875 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -197227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -197233.156250 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -197233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -197243.984375 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -197244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -197252.000000 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -197252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -197258.812500 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -197258.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -197270.953125 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -197271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -197284.421875 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -197284.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -197295.890625 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -197295.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -197304.906250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -197304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -197309.218750 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -197309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -197312.968750 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -197313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -197319.750000 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -197319.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -197329.109375 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -197329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -197338.093750 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -197338.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -197349.078125 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -197349.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -197365.671875 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -197365.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -197385.421875 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -197385.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -197405.093750 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -197405.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -197418.593750 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -197418.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -197427.515625 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -197427.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -197440.468750 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -197440.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -197454.781250 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -197454.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -197467.250000 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -197467.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -197481.703125 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -197481.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -197492.671875 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -197492.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -197503.687500 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -197503.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -197511.281250 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -197511.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -197522.625000 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -197522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -197529.062500 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -197529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -197531.406250 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -197531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -197534.015625 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -197534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -197534.843750 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -197534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -197537.421875 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -197537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -197539.421875 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -197539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -197540.687500 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -197540.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -197543.265625 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -197543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -197545.718750 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -197545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -197546.890625 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -197546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -197548.796875 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -197548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -197550.609375 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -197550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -197552.312500 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -197552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -197552.859375 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -197552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -197552.859375 Penalty: 3894.424072
	Iteration 54F: 3 clusters Score -197552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -177195.375000 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -177195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -174394.218750 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -174394.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -174920.765625 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -174920.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -175107.906250 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -175107.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -175235.218750 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -175235.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -175326.312500 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -175326.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -175373.281250 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -175373.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -175406.500000 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -175406.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -175428.828125 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -175428.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -175451.890625 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -175451.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -175468.265625 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -175468.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -175485.750000 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -175485.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -175507.375000 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -175507.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -175521.640625 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -175521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -175530.359375 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -175530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -175536.781250 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -175536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -175541.937500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -175541.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -175544.671875 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -175544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175547.125000 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -175547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -175554.812500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -175554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -175556.375000 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -175556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -175557.609375 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -175557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -175558.640625 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -175558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -175559.546875 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -175559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175560.812500 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -175560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175562.734375 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -175562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -175564.468750 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -175564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -175567.140625 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -175567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175571.437500 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -175571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175577.703125 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -175577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175582.000000 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -175582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175585.593750 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -175585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -175589.453125 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -175589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -175591.375000 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -175591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -175592.703125 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -175592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -175592.703125 Penalty: 3844.304932
	Iteration 34F: 3 clusters Score -175592.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Entering Unmasked Estep 
Score: -1370368.750000 Penalty: 2423.769775
	Iteration 0F: 2 clusters Score -1370369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1357995.000000 Penalty: 4847.539551
	Iteration 0F: 3 clusters Score -1357995 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1362141.750000 Penalty: 4847.539551
	Iteration 1F: 3 clusters Score -1362142 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1362603.500000 Penalty: 4847.539551
	Iteration 2F: 3 clusters Score -1362604 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1362996.625000 Penalty: 4847.539551
	Iteration 3F: 3 clusters Score -1362997 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1363395.000000 Penalty: 4847.539551
	Iteration 4Q: 3 clusters Score -1363395 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1363925.000000 Penalty: 4847.539551
	Iteration 5Q: 3 clusters Score -1363925 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1364509.250000 Penalty: 4847.539551
	Iteration 6F: 3 clusters Score -1364509 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1365102.250000 Penalty: 4847.539551
	Iteration 7F: 3 clusters Score -1365102 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1365696.375000 Penalty: 4847.539551
	Iteration 8F: 3 clusters Score -1365696 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1366299.000000 Penalty: 4847.539551
	Iteration 9F: 3 clusters Score -1366299 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1366927.625000 Penalty: 4847.539551
	Iteration 10F: 3 clusters Score -1366928 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1367512.750000 Penalty: 4847.539551
	Iteration 11Q: 3 clusters Score -1367513 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1367935.250000 Penalty: 4847.539551
	Iteration 12Q: 3 clusters Score -1367935 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1368227.625000 Penalty: 4847.539551
	Iteration 13Q: 3 clusters Score -1368228 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1368423.500000 Penalty: 4847.539551
	Iteration 14Q: 3 clusters Score -1368424 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1368563.375000 Penalty: 4847.539551
	Iteration 15Q: 3 clusters Score -1368563 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1368674.500000 Penalty: 4847.539551
	Iteration 16Q: 3 clusters Score -1368674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1368762.625000 Penalty: 4847.539551
	Iteration 17Q: 3 clusters Score -1368763 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1368851.875000 Penalty: 4847.539551
	Iteration 18Q: 3 clusters Score -1368852 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1368925.500000 Penalty: 4847.539551
	Iteration 19Q: 3 clusters Score -1368926 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1368987.500000 Penalty: 4847.539551
	Iteration 20F: 3 clusters Score -1368988 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1369035.625000 Penalty: 4847.539551
	Iteration 21Q: 3 clusters Score -1369036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1369069.875000 Penalty: 4847.539551
	Iteration 22Q: 3 clusters Score -1369070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1369092.125000 Penalty: 4847.539551
	Iteration 23Q: 3 clusters Score -1369092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1369125.250000 Penalty: 4847.539551
	Iteration 24Q: 3 clusters Score -1369125 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1369151.750000 Penalty: 4847.539551
	Iteration 25Q: 3 clusters Score -1369152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1369175.625000 Penalty: 4847.539551
	Iteration 26Q: 3 clusters Score -1369176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1369187.875000 Penalty: 4847.539551
	Iteration 27Q: 3 clusters Score -1369188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1369209.125000 Penalty: 4847.539551
	Iteration 28Q: 3 clusters Score -1369209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1369232.125000 Penalty: 4847.539551
	Iteration 29Q: 3 clusters Score -1369232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1369254.125000 Penalty: 4847.539551
	Iteration 30Q: 3 clusters Score -1369254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1369287.750000 Penalty: 4847.539551
	Iteration 31Q: 3 clusters Score -1369288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1369325.000000 Penalty: 4847.539551
	Iteration 32Q: 3 clusters Score -1369325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1369368.250000 Penalty: 4847.539551
	Iteration 33Q: 3 clusters Score -1369368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1369434.375000 Penalty: 4847.539551
	Iteration 34Q: 3 clusters Score -1369434 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1369531.875000 Penalty: 4847.539551
	Iteration 35Q: 3 clusters Score -1369532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1369645.875000 Penalty: 4847.539551
	Iteration 36Q: 3 clusters Score -1369646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1369764.625000 Penalty: 4847.539551
	Iteration 37Q: 3 clusters Score -1369765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1369841.500000 Penalty: 4847.539551
	Iteration 38Q: 3 clusters Score -1369842 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1369904.875000 Penalty: 4847.539551
	Iteration 39Q: 3 clusters Score -1369905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1369957.750000 Penalty: 4847.539551
	Iteration 40F: 3 clusters Score -1369958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1370008.125000 Penalty: 4847.539551
	Iteration 41Q: 3 clusters Score -1370008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1370063.500000 Penalty: 4847.539551
	Iteration 42Q: 3 clusters Score -1370064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1370116.375000 Penalty: 4847.539551
	Iteration 43Q: 3 clusters Score -1370116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1370164.375000 Penalty: 4847.539551
	Iteration 44Q: 3 clusters Score -1370164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1370181.750000 Penalty: 4847.539551
	Iteration 45Q: 3 clusters Score -1370182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1370202.625000 Penalty: 4847.539551
	Iteration 46Q: 3 clusters Score -1370203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1370206.000000 Penalty: 4847.539551
	Iteration 47Q: 3 clusters Score -1370206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1370213.000000 Penalty: 4847.539551
	Iteration 48Q: 3 clusters Score -1370213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1370217.125000 Penalty: 4847.539551
	Iteration 49Q: 3 clusters Score -1370217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1370219.750000 Penalty: 4847.539551
	Iteration 50Q: 3 clusters Score -1370220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1370223.375000 Penalty: 4847.539551
	Iteration 51Q: 3 clusters Score -1370223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1370222.875000 Penalty: 4847.539551
	Iteration 52Q: 3 clusters Score -1370223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1370225.875000 Penalty: 4847.539551
	Iteration 53Q: 3 clusters Score -1370226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1370229.875000 Penalty: 4847.539551
	Iteration 54Q: 3 clusters Score -1370230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1370229.750000 Penalty: 4847.539551
	Iteration 55Q: 3 clusters Score -1370230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1370231.375000 Penalty: 4847.539551
	Iteration 56Q: 3 clusters Score -1370231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1370230.250000 Penalty: 4847.539551
	Iteration 57Q: 3 clusters Score -1370230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1370231.250000 Penalty: 4847.539551
	Iteration 58Q: 3 clusters Score -1370231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1370232.250000 Penalty: 4847.539551
	Iteration 59Q: 3 clusters Score -1370232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1370232.125000 Penalty: 4847.539551
	Iteration 60F: 3 clusters Score -1370232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1370234.125000 Penalty: 4847.539551
	Iteration 61Q: 3 clusters Score -1370234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1370234.125000 Penalty: 4847.539551
	Iteration 62F: 3 clusters Score -1370234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -482332.531250 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -482332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -477040.531250 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -477040.5 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -478394.250000 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -478394.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -478632.906250 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -478632.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -478823.375000 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -478823.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -479027.343750 Penalty: 4327.690430
	Iteration 4F: 3 clusters Score -479027.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -479237.125000 Penalty: 4327.690430
	Iteration 5F: 3 clusters Score -479237.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -479426.375000 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -479426.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -479595.437500 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -479595.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -479742.000000 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -479742 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -479870.937500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -479870.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -479972.468750 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -479972.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -480035.812500 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -480035.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -480094.625000 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -480094.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -480157.343750 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -480157.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -480210.562500 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -480210.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -480265.656250 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -480265.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -480307.687500 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -480307.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -480332.031250 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -480332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -480348.375000 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -480348.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -480360.625000 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -480360.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -480375.468750 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -480375.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -480386.812500 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -480386.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -480391.687500 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -480391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -480395.093750 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -480395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -480397.312500 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -480397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -480402.468750 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -480402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -480409.093750 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -480409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -480409.406250 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -480409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -480412.875000 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -480412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -480417.156250 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -480417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -480420.687500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -480420.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -480422.500000 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -480422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -480426.093750 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -480426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -480429.250000 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -480429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -480433.375000 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -480433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -480435.906250 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -480435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -480437.062500 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -480437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -480438.656250 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -480438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -480440.281250 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -480440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -480440.906250 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -480440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -480441.562500 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -480441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -480442.156250 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -480442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -480442.156250 Penalty: 4327.690430
	Iteration 42F: 3 clusters Score -480442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Entering Unmasked Estep 
Score: -1359720.500000 Penalty: 2442.572754
	Iteration 0F: 2 clusters Score -1359720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1346448.500000 Penalty: 4885.145508
	Iteration 0F: 3 clusters Score -1346448 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1350938.375000 Penalty: 4885.145508
	Iteration 1F: 3 clusters Score -1350938 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1351351.250000 Penalty: 4885.145508
	Iteration 2F: 3 clusters Score -1351351 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1351735.625000 Penalty: 4885.145508
	Iteration 3Q: 3 clusters Score -1351736 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1352120.250000 Penalty: 4885.145508
	Iteration 4Q: 3 clusters Score -1352120 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1352519.375000 Penalty: 4885.145508
	Iteration 5Q: 3 clusters Score -1352519 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1352948.625000 Penalty: 4885.145508
	Iteration 6Q: 3 clusters Score -1352949 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1353466.125000 Penalty: 4885.145508
	Iteration 7Q: 3 clusters Score -1353466 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1354067.375000 Penalty: 4885.145508
	Iteration 8F: 3 clusters Score -1354067 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1354714.875000 Penalty: 4885.145508
	Iteration 9F: 3 clusters Score -1354715 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1355372.375000 Penalty: 4885.145508
	Iteration 10F: 3 clusters Score -1355372 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1356002.375000 Penalty: 4885.145508
	Iteration 11Q: 3 clusters Score -1356002 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1356554.125000 Penalty: 4885.145508
	Iteration 12Q: 3 clusters Score -1356554 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1356951.750000 Penalty: 4885.145508
	Iteration 13Q: 3 clusters Score -1356952 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1357202.500000 Penalty: 4885.145508
	Iteration 14Q: 3 clusters Score -1357202 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1357363.125000 Penalty: 4885.145508
	Iteration 15Q: 3 clusters Score -1357363 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1357462.250000 Penalty: 4885.145508
	Iteration 16Q: 3 clusters Score -1357462 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1357529.375000 Penalty: 4885.145508
	Iteration 17Q: 3 clusters Score -1357529 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1357573.750000 Penalty: 4885.145508
	Iteration 18Q: 3 clusters Score -1357574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1357599.250000 Penalty: 4885.145508
	Iteration 19Q: 3 clusters Score -1357599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1357616.000000 Penalty: 4885.145508
	Iteration 20F: 3 clusters Score -1357616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1357638.000000 Penalty: 4885.145508
	Iteration 21Q: 3 clusters Score -1357638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1357662.500000 Penalty: 4885.145508
	Iteration 22Q: 3 clusters Score -1357662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1357680.000000 Penalty: 4885.145508
	Iteration 23Q: 3 clusters Score -1357680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1357696.875000 Penalty: 4885.145508
	Iteration 24Q: 3 clusters Score -1357697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1357715.500000 Penalty: 4885.145508
	Iteration 25Q: 3 clusters Score -1357716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1357725.250000 Penalty: 4885.145508
	Iteration 26Q: 3 clusters Score -1357725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1357738.500000 Penalty: 4885.145508
	Iteration 27Q: 3 clusters Score -1357738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1357754.125000 Penalty: 4885.145508
	Iteration 28Q: 3 clusters Score -1357754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1357769.250000 Penalty: 4885.145508
	Iteration 29Q: 3 clusters Score -1357769 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1357777.000000 Penalty: 4885.145508
	Iteration 30Q: 3 clusters Score -1357777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1357788.250000 Penalty: 4885.145508
	Iteration 31Q: 3 clusters Score -1357788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1357802.375000 Penalty: 4885.145508
	Iteration 32Q: 3 clusters Score -1357802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1357819.250000 Penalty: 4885.145508
	Iteration 33Q: 3 clusters Score -1357819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1357831.875000 Penalty: 4885.145508
	Iteration 34Q: 3 clusters Score -1357832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1357848.125000 Penalty: 4885.145508
	Iteration 35Q: 3 clusters Score -1357848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1357864.250000 Penalty: 4885.145508
	Iteration 36Q: 3 clusters Score -1357864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1357883.875000 Penalty: 4885.145508
	Iteration 37Q: 3 clusters Score -1357884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1357903.875000 Penalty: 4885.145508
	Iteration 38Q: 3 clusters Score -1357904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1357911.625000 Penalty: 4885.145508
	Iteration 39Q: 3 clusters Score -1357912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1357927.125000 Penalty: 4885.145508
	Iteration 40F: 3 clusters Score -1357927 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1357932.875000 Penalty: 4885.145508
	Iteration 41Q: 3 clusters Score -1357933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1357943.750000 Penalty: 4885.145508
	Iteration 42Q: 3 clusters Score -1357944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1357955.750000 Penalty: 4885.145508
	Iteration 43Q: 3 clusters Score -1357956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1357966.875000 Penalty: 4885.145508
	Iteration 44Q: 3 clusters Score -1357967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1357981.875000 Penalty: 4885.145508
	Iteration 45Q: 3 clusters Score -1357982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1357995.250000 Penalty: 4885.145508
	Iteration 46Q: 3 clusters Score -1357995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1358016.000000 Penalty: 4885.145508
	Iteration 47Q: 3 clusters Score -1358016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1358032.625000 Penalty: 4885.145508
	Iteration 48Q: 3 clusters Score -1358033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1358051.875000 Penalty: 4885.145508
	Iteration 49Q: 3 clusters Score -1358052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1358073.750000 Penalty: 4885.145508
	Iteration 50Q: 3 clusters Score -1358074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1358092.875000 Penalty: 4885.145508
	Iteration 51Q: 3 clusters Score -1358093 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1358108.000000 Penalty: 4885.145508
	Iteration 52Q: 3 clusters Score -1358108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1358121.625000 Penalty: 4885.145508
	Iteration 53Q: 3 clusters Score -1358122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1358138.250000 Penalty: 4885.145508
	Iteration 54Q: 3 clusters Score -1358138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1358150.000000 Penalty: 4885.145508
	Iteration 55Q: 3 clusters Score -1358150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1358157.250000 Penalty: 4885.145508
	Iteration 56Q: 3 clusters Score -1358157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1358166.750000 Penalty: 4885.145508
	Iteration 57Q: 3 clusters Score -1358167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1358171.625000 Penalty: 4885.145508
	Iteration 58Q: 3 clusters Score -1358172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1358189.000000 Penalty: 4885.145508
	Iteration 59Q: 3 clusters Score -1358189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1358199.625000 Penalty: 4885.145508
	Iteration 60F: 3 clusters Score -1358200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1358208.000000 Penalty: 4885.145508
	Iteration 61Q: 3 clusters Score -1358208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1358223.000000 Penalty: 4885.145508
	Iteration 62Q: 3 clusters Score -1358223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1358235.750000 Penalty: 4885.145508
	Iteration 63Q: 3 clusters Score -1358236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1358243.375000 Penalty: 4885.145508
	Iteration 64Q: 3 clusters Score -1358243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1358249.750000 Penalty: 4885.145508
	Iteration 65Q: 3 clusters Score -1358250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1358270.625000 Penalty: 4885.145508
	Iteration 66Q: 3 clusters Score -1358271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1358276.125000 Penalty: 4885.145508
	Iteration 67Q: 3 clusters Score -1358276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1358282.000000 Penalty: 4885.145508
	Iteration 68Q: 3 clusters Score -1358282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1358292.875000 Penalty: 4885.145508
	Iteration 69Q: 3 clusters Score -1358293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1358301.125000 Penalty: 4885.145508
	Iteration 70Q: 3 clusters Score -1358301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1358312.625000 Penalty: 4885.145508
	Iteration 71Q: 3 clusters Score -1358313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1358320.000000 Penalty: 4885.145508
	Iteration 72Q: 3 clusters Score -1358320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1358329.125000 Penalty: 4885.145508
	Iteration 73Q: 3 clusters Score -1358329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1358342.375000 Penalty: 4885.145508
	Iteration 74Q: 3 clusters Score -1358342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1358351.625000 Penalty: 4885.145508
	Iteration 75Q: 3 clusters Score -1358352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1358367.875000 Penalty: 4885.145508
	Iteration 76Q: 3 clusters Score -1358368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1358373.000000 Penalty: 4885.145508
	Iteration 77Q: 3 clusters Score -1358373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1358381.750000 Penalty: 4885.145508
	Iteration 78Q: 3 clusters Score -1358382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1358388.500000 Penalty: 4885.145508
	Iteration 79Q: 3 clusters Score -1358388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1358406.750000 Penalty: 4885.145508
	Iteration 80F: 3 clusters Score -1358407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1358413.500000 Penalty: 4885.145508
	Iteration 81Q: 3 clusters Score -1358414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1358422.250000 Penalty: 4885.145508
	Iteration 82Q: 3 clusters Score -1358422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1358432.125000 Penalty: 4885.145508
	Iteration 83Q: 3 clusters Score -1358432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1358442.125000 Penalty: 4885.145508
	Iteration 84Q: 3 clusters Score -1358442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1358454.500000 Penalty: 4885.145508
	Iteration 85Q: 3 clusters Score -1358454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1358466.625000 Penalty: 4885.145508
	Iteration 86Q: 3 clusters Score -1358467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1358474.250000 Penalty: 4885.145508
	Iteration 87Q: 3 clusters Score -1358474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1358487.125000 Penalty: 4885.145508
	Iteration 88Q: 3 clusters Score -1358487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1358496.000000 Penalty: 4885.145508
	Iteration 89Q: 3 clusters Score -1358496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1358497.500000 Penalty: 4885.145508
	Iteration 90Q: 3 clusters Score -1358498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1358501.125000 Penalty: 4885.145508
	Iteration 91Q: 3 clusters Score -1358501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1358505.750000 Penalty: 4885.145508
	Iteration 92Q: 3 clusters Score -1358506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1358512.250000 Penalty: 4885.145508
	Iteration 93Q: 3 clusters Score -1358512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1358517.750000 Penalty: 4885.145508
	Iteration 94Q: 3 clusters Score -1358518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1358521.250000 Penalty: 4885.145508
	Iteration 95Q: 3 clusters Score -1358521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1358525.000000 Penalty: 4885.145508
	Iteration 96Q: 3 clusters Score -1358525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1358526.625000 Penalty: 4885.145508
	Iteration 97Q: 3 clusters Score -1358527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1358527.500000 Penalty: 4885.145508
	Iteration 98Q: 3 clusters Score -1358528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1358530.625000 Penalty: 4885.145508
	Iteration 99Q: 3 clusters Score -1358531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1358534.875000 Penalty: 4885.145508
	Iteration 100F: 3 clusters Score -1358535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1358536.250000 Penalty: 4885.145508
	Iteration 101Q: 3 clusters Score -1358536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1358545.375000 Penalty: 4885.145508
	Iteration 102Q: 3 clusters Score -1358545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1358553.000000 Penalty: 4885.145508
	Iteration 103Q: 3 clusters Score -1358553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1358558.500000 Penalty: 4885.145508
	Iteration 104Q: 3 clusters Score -1358558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1358564.500000 Penalty: 4885.145508
	Iteration 105Q: 3 clusters Score -1358564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1358571.250000 Penalty: 4885.145508
	Iteration 106Q: 3 clusters Score -1358571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1358572.000000 Penalty: 4885.145508
	Iteration 107Q: 3 clusters Score -1358572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1358579.375000 Penalty: 4885.145508
	Iteration 108Q: 3 clusters Score -1358579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1358586.625000 Penalty: 4885.145508
	Iteration 109Q: 3 clusters Score -1358587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1358601.375000 Penalty: 4885.145508
	Iteration 110Q: 3 clusters Score -1358601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1358604.375000 Penalty: 4885.145508
	Iteration 111Q: 3 clusters Score -1358604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1358607.875000 Penalty: 4885.145508
	Iteration 112Q: 3 clusters Score -1358608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1358615.625000 Penalty: 4885.145508
	Iteration 113Q: 3 clusters Score -1358616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1358616.750000 Penalty: 4885.145508
	Iteration 114Q: 3 clusters Score -1358617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1358624.500000 Penalty: 4885.145508
	Iteration 115Q: 3 clusters Score -1358624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1358634.000000 Penalty: 4885.145508
	Iteration 116Q: 3 clusters Score -1358634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1358641.375000 Penalty: 4885.145508
	Iteration 117Q: 3 clusters Score -1358641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1358651.875000 Penalty: 4885.145508
	Iteration 118Q: 3 clusters Score -1358652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1358653.000000 Penalty: 4885.145508
	Iteration 119Q: 3 clusters Score -1358653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1358660.000000 Penalty: 4885.145508
	Iteration 120F: 3 clusters Score -1358660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1358663.875000 Penalty: 4885.145508
	Iteration 121Q: 3 clusters Score -1358664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1358667.750000 Penalty: 4885.145508
	Iteration 122Q: 3 clusters Score -1358668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1358671.750000 Penalty: 4885.145508
	Iteration 123Q: 3 clusters Score -1358672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1358674.250000 Penalty: 4885.145508
	Iteration 124Q: 3 clusters Score -1358674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1358674.250000 Penalty: 4885.145508
	Iteration 125Q: 3 clusters Score -1358674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1358674.000000 Penalty: 4885.145508
	Iteration 126Q: 3 clusters Score -1358674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1358679.375000 Penalty: 4885.145508
	Iteration 127Q: 3 clusters Score -1358679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1358682.250000 Penalty: 4885.145508
	Iteration 128Q: 3 clusters Score -1358682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1358684.375000 Penalty: 4885.145508
	Iteration 129Q: 3 clusters Score -1358684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1358685.250000 Penalty: 4885.145508
	Iteration 130Q: 3 clusters Score -1358685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1358688.250000 Penalty: 4885.145508
	Iteration 131Q: 3 clusters Score -1358688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1358689.250000 Penalty: 4885.145508
	Iteration 132Q: 3 clusters Score -1358689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1358692.250000 Penalty: 4885.145508
	Iteration 133Q: 3 clusters Score -1358692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1358691.125000 Penalty: 4885.145508
	Iteration 134Q: 3 clusters Score -1358691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1358699.375000 Penalty: 4885.145508
	Iteration 135Q: 3 clusters Score -1358699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1358701.000000 Penalty: 4885.145508
	Iteration 136Q: 3 clusters Score -1358701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1358704.750000 Penalty: 4885.145508
	Iteration 137Q: 3 clusters Score -1358705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1358704.875000 Penalty: 4885.145508
	Iteration 138Q: 3 clusters Score -1358705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1358710.875000 Penalty: 4885.145508
	Iteration 139Q: 3 clusters Score -1358711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1358709.750000 Penalty: 4885.145508
	Iteration 140F: 3 clusters Score -1358710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1358711.000000 Penalty: 4885.145508
	Iteration 141Q: 3 clusters Score -1358711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1358711.125000 Penalty: 4885.145508
	Iteration 142Q: 3 clusters Score -1358711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1358714.750000 Penalty: 4885.145508
	Iteration 143Q: 3 clusters Score -1358715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1358716.875000 Penalty: 4885.145508
	Iteration 144Q: 3 clusters Score -1358717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1358713.750000 Penalty: 4885.145508
	Iteration 145Q: 3 clusters Score -1358714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1358719.375000 Penalty: 4885.145508
	Iteration 146Q: 3 clusters Score -1358719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1358716.000000 Penalty: 4885.145508
	Iteration 147Q: 3 clusters Score -1358716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1358718.625000 Penalty: 4885.145508
	Iteration 148Q: 3 clusters Score -1358719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1358723.125000 Penalty: 4885.145508
	Iteration 149Q: 3 clusters Score -1358723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1358722.875000 Penalty: 4885.145508
	Iteration 150Q: 3 clusters Score -1358723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1358728.250000 Penalty: 4885.145508
	Iteration 151Q: 3 clusters Score -1358728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1358731.750000 Penalty: 4885.145508
	Iteration 152Q: 3 clusters Score -1358732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1358734.250000 Penalty: 4885.145508
	Iteration 153Q: 3 clusters Score -1358734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1358737.250000 Penalty: 4885.145508
	Iteration 154Q: 3 clusters Score -1358737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1358740.750000 Penalty: 4885.145508
	Iteration 155Q: 3 clusters Score -1358741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1358743.375000 Penalty: 4885.145508
	Iteration 156Q: 3 clusters Score -1358743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1358746.875000 Penalty: 4885.145508
	Iteration 157Q: 3 clusters Score -1358747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1358747.750000 Penalty: 4885.145508
	Iteration 158Q: 3 clusters Score -1358748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1358750.000000 Penalty: 4885.145508
	Iteration 159Q: 3 clusters Score -1358750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1358750.125000 Penalty: 4885.145508
	Iteration 160F: 3 clusters Score -1358750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1358751.000000 Penalty: 4885.145508
	Iteration 161Q: 3 clusters Score -1358751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1358753.500000 Penalty: 4885.145508
	Iteration 162Q: 3 clusters Score -1358754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1358750.750000 Penalty: 4885.145508
	Iteration 163Q: 3 clusters Score -1358751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1358751.375000 Penalty: 4885.145508
	Iteration 164Q: 3 clusters Score -1358751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1358752.375000 Penalty: 4885.145508
	Iteration 165Q: 3 clusters Score -1358752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1358753.125000 Penalty: 4885.145508
	Iteration 166Q: 3 clusters Score -1358753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1358753.500000 Penalty: 4885.145508
	Iteration 167Q: 3 clusters Score -1358754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1358756.875000 Penalty: 4885.145508
	Iteration 168Q: 3 clusters Score -1358757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1358759.500000 Penalty: 4885.145508
	Iteration 169Q: 3 clusters Score -1358760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1358759.500000 Penalty: 4885.145508
	Iteration 170F: 3 clusters Score -1358760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Entering Unmasked Estep 
Score: -1126015.875000 Penalty: 2376.294922
	Iteration 0F: 2 clusters Score -1126016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1115428.250000 Penalty: 4752.589844
	Iteration 0F: 3 clusters Score -1115428 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1119325.875000 Penalty: 4752.589844
	Iteration 1F: 3 clusters Score -1119326 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1120063.125000 Penalty: 4752.589844
	Iteration 2F: 3 clusters Score -1120063 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1120881.375000 Penalty: 4752.589844
	Iteration 3F: 3 clusters Score -1120881 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1121540.625000 Penalty: 4752.589844
	Iteration 4F: 3 clusters Score -1121541 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1122055.125000 Penalty: 4752.589844
	Iteration 5F: 3 clusters Score -1122055 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1122450.250000 Penalty: 4752.589844
	Iteration 6Q: 3 clusters Score -1122450 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1122760.000000 Penalty: 4752.589844
	Iteration 7Q: 3 clusters Score -1122760 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1123021.375000 Penalty: 4752.589844
	Iteration 8Q: 3 clusters Score -1123021 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1123235.875000 Penalty: 4752.589844
	Iteration 9Q: 3 clusters Score -1123236 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1123433.875000 Penalty: 4752.589844
	Iteration 10Q: 3 clusters Score -1123434 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1123612.375000 Penalty: 4752.589844
	Iteration 11Q: 3 clusters Score -1123612 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1123776.625000 Penalty: 4752.589844
	Iteration 12Q: 3 clusters Score -1123777 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1123934.000000 Penalty: 4752.589844
	Iteration 13Q: 3 clusters Score -1123934 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1124068.250000 Penalty: 4752.589844
	Iteration 14Q: 3 clusters Score -1124068 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1124192.250000 Penalty: 4752.589844
	Iteration 15Q: 3 clusters Score -1124192 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1124322.000000 Penalty: 4752.589844
	Iteration 16Q: 3 clusters Score -1124322 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1124450.125000 Penalty: 4752.589844
	Iteration 17Q: 3 clusters Score -1124450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1124532.125000 Penalty: 4752.589844
	Iteration 18Q: 3 clusters Score -1124532 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1124599.375000 Penalty: 4752.589844
	Iteration 19Q: 3 clusters Score -1124599 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1124659.000000 Penalty: 4752.589844
	Iteration 20F: 3 clusters Score -1124659 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1124706.625000 Penalty: 4752.589844
	Iteration 21Q: 3 clusters Score -1124707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1124735.250000 Penalty: 4752.589844
	Iteration 22Q: 3 clusters Score -1124735 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1124758.000000 Penalty: 4752.589844
	Iteration 23Q: 3 clusters Score -1124758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1124785.125000 Penalty: 4752.589844
	Iteration 24Q: 3 clusters Score -1124785 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1124804.250000 Penalty: 4752.589844
	Iteration 25Q: 3 clusters Score -1124804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1124820.250000 Penalty: 4752.589844
	Iteration 26Q: 3 clusters Score -1124820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1124838.500000 Penalty: 4752.589844
	Iteration 27Q: 3 clusters Score -1124838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1124852.125000 Penalty: 4752.589844
	Iteration 28Q: 3 clusters Score -1124852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1124859.500000 Penalty: 4752.589844
	Iteration 29Q: 3 clusters Score -1124860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1124871.000000 Penalty: 4752.589844
	Iteration 30Q: 3 clusters Score -1124871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1124877.375000 Penalty: 4752.589844
	Iteration 31Q: 3 clusters Score -1124877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1124880.750000 Penalty: 4752.589844
	Iteration 32Q: 3 clusters Score -1124881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1124890.875000 Penalty: 4752.589844
	Iteration 33Q: 3 clusters Score -1124891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1124897.375000 Penalty: 4752.589844
	Iteration 34Q: 3 clusters Score -1124897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1124902.750000 Penalty: 4752.589844
	Iteration 35Q: 3 clusters Score -1124903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1124909.375000 Penalty: 4752.589844
	Iteration 36Q: 3 clusters Score -1124909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1124918.250000 Penalty: 4752.589844
	Iteration 37Q: 3 clusters Score -1124918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1124929.250000 Penalty: 4752.589844
	Iteration 38Q: 3 clusters Score -1124929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1124936.875000 Penalty: 4752.589844
	Iteration 39Q: 3 clusters Score -1124937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1124944.000000 Penalty: 4752.589844
	Iteration 40F: 3 clusters Score -1124944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1124945.625000 Penalty: 4752.589844
	Iteration 41Q: 3 clusters Score -1124946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1124948.250000 Penalty: 4752.589844
	Iteration 42Q: 3 clusters Score -1124948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1124955.250000 Penalty: 4752.589844
	Iteration 43Q: 3 clusters Score -1124955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1124957.000000 Penalty: 4752.589844
	Iteration 44Q: 3 clusters Score -1124957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1124964.250000 Penalty: 4752.589844
	Iteration 45Q: 3 clusters Score -1124964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1124964.500000 Penalty: 4752.589844
	Iteration 46Q: 3 clusters Score -1124964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1124971.125000 Penalty: 4752.589844
	Iteration 47Q: 3 clusters Score -1124971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1124971.125000 Penalty: 4752.589844
	Iteration 48Q: 3 clusters Score -1124971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1124976.375000 Penalty: 4752.589844
	Iteration 49Q: 3 clusters Score -1124976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1124977.125000 Penalty: 4752.589844
	Iteration 50Q: 3 clusters Score -1124977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1124982.750000 Penalty: 4752.589844
	Iteration 51Q: 3 clusters Score -1124983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1124987.375000 Penalty: 4752.589844
	Iteration 52Q: 3 clusters Score -1124987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1124992.000000 Penalty: 4752.589844
	Iteration 53Q: 3 clusters Score -1124992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1124995.250000 Penalty: 4752.589844
	Iteration 54Q: 3 clusters Score -1124995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1124997.375000 Penalty: 4752.589844
	Iteration 55Q: 3 clusters Score -1124997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1124996.625000 Penalty: 4752.589844
	Iteration 56Q: 3 clusters Score -1124997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1124996.125000 Penalty: 4752.589844
	Iteration 57Q: 3 clusters Score -1124996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1124996.125000 Penalty: 4752.589844
	Iteration 58F: 3 clusters Score -1124996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Entering Unmasked Estep 
Score: -1605917.375000 Penalty: 2476.707764
	Iteration 0F: 2 clusters Score -1605917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1590780.875000 Penalty: 4953.415527
	Iteration 0F: 3 clusters Score -1590781 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1596113.750000 Penalty: 4953.415527
	Iteration 1F: 3 clusters Score -1596114 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1596695.125000 Penalty: 4953.415527
	Iteration 2F: 3 clusters Score -1596695 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1597188.625000 Penalty: 4953.415527
	Iteration 3F: 3 clusters Score -1597189 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1597610.875000 Penalty: 4953.415527
	Iteration 4Q: 3 clusters Score -1597611 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1598044.625000 Penalty: 4953.415527
	Iteration 5Q: 3 clusters Score -1598045 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1598451.875000 Penalty: 4953.415527
	Iteration 6Q: 3 clusters Score -1598452 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1598870.875000 Penalty: 4953.415527
	Iteration 7Q: 3 clusters Score -1598871 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1599253.000000 Penalty: 4953.415527
	Iteration 8Q: 3 clusters Score -1599253 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1599612.750000 Penalty: 4953.415527
	Iteration 9Q: 3 clusters Score -1599613 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1599980.875000 Penalty: 4953.415527
	Iteration 10Q: 3 clusters Score -1599981 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1600430.250000 Penalty: 4953.415527
	Iteration 11Q: 3 clusters Score -1600430 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1600907.500000 Penalty: 4953.415527
	Iteration 12Q: 3 clusters Score -1600908 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1601410.125000 Penalty: 4953.415527
	Iteration 13Q: 3 clusters Score -1601410 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1601879.875000 Penalty: 4953.415527
	Iteration 14Q: 3 clusters Score -1601880 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1602287.875000 Penalty: 4953.415527
	Iteration 15Q: 3 clusters Score -1602288 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1602657.625000 Penalty: 4953.415527
	Iteration 16Q: 3 clusters Score -1602658 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1602987.125000 Penalty: 4953.415527
	Iteration 17Q: 3 clusters Score -1602987 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1603247.875000 Penalty: 4953.415527
	Iteration 18Q: 3 clusters Score -1603248 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1603436.250000 Penalty: 4953.415527
	Iteration 19Q: 3 clusters Score -1603436 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -1603589.250000 Penalty: 4953.415527
	Iteration 20F: 3 clusters Score -1603589 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1603713.625000 Penalty: 4953.415527
	Iteration 21Q: 3 clusters Score -1603714 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1603807.875000 Penalty: 4953.415527
	Iteration 22Q: 3 clusters Score -1603808 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1603889.000000 Penalty: 4953.415527
	Iteration 23Q: 3 clusters Score -1603889 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -1603965.625000 Penalty: 4953.415527
	Iteration 24Q: 3 clusters Score -1603966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -1604010.375000 Penalty: 4953.415527
	Iteration 25Q: 3 clusters Score -1604010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1604046.375000 Penalty: 4953.415527
	Iteration 26Q: 3 clusters Score -1604046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1604068.875000 Penalty: 4953.415527
	Iteration 27Q: 3 clusters Score -1604069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -1604082.125000 Penalty: 4953.415527
	Iteration 28Q: 3 clusters Score -1604082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -1604098.375000 Penalty: 4953.415527
	Iteration 29Q: 3 clusters Score -1604098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1604113.750000 Penalty: 4953.415527
	Iteration 30Q: 3 clusters Score -1604114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1604131.125000 Penalty: 4953.415527
	Iteration 31Q: 3 clusters Score -1604131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1604142.875000 Penalty: 4953.415527
	Iteration 32Q: 3 clusters Score -1604143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1604156.250000 Penalty: 4953.415527
	Iteration 33Q: 3 clusters Score -1604156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -1604167.125000 Penalty: 4953.415527
	Iteration 34Q: 3 clusters Score -1604167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1604180.625000 Penalty: 4953.415527
	Iteration 35Q: 3 clusters Score -1604181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -1604195.875000 Penalty: 4953.415527
	Iteration 36Q: 3 clusters Score -1604196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -1604215.250000 Penalty: 4953.415527
	Iteration 37Q: 3 clusters Score -1604215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1604219.875000 Penalty: 4953.415527
	Iteration 38Q: 3 clusters Score -1604220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -1604226.125000 Penalty: 4953.415527
	Iteration 39Q: 3 clusters Score -1604226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1604236.125000 Penalty: 4953.415527
	Iteration 40F: 3 clusters Score -1604236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1604243.250000 Penalty: 4953.415527
	Iteration 41Q: 3 clusters Score -1604243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1604249.750000 Penalty: 4953.415527
	Iteration 42Q: 3 clusters Score -1604250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -1604259.000000 Penalty: 4953.415527
	Iteration 43Q: 3 clusters Score -1604259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -1604265.875000 Penalty: 4953.415527
	Iteration 44Q: 3 clusters Score -1604266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -1604271.250000 Penalty: 4953.415527
	Iteration 45Q: 3 clusters Score -1604271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -1604287.750000 Penalty: 4953.415527
	Iteration 46Q: 3 clusters Score -1604288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -1604293.625000 Penalty: 4953.415527
	Iteration 47Q: 3 clusters Score -1604294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -1604295.500000 Penalty: 4953.415527
	Iteration 48Q: 3 clusters Score -1604296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -1604300.125000 Penalty: 4953.415527
	Iteration 49Q: 3 clusters Score -1604300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -1604306.750000 Penalty: 4953.415527
	Iteration 50Q: 3 clusters Score -1604307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1604305.500000 Penalty: 4953.415527
	Iteration 51Q: 3 clusters Score -1604306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1604314.500000 Penalty: 4953.415527
	Iteration 52Q: 3 clusters Score -1604314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -1604316.250000 Penalty: 4953.415527
	Iteration 53Q: 3 clusters Score -1604316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1604320.625000 Penalty: 4953.415527
	Iteration 54Q: 3 clusters Score -1604321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1604326.000000 Penalty: 4953.415527
	Iteration 55Q: 3 clusters Score -1604326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1604332.125000 Penalty: 4953.415527
	Iteration 56Q: 3 clusters Score -1604332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -1604339.625000 Penalty: 4953.415527
	Iteration 57Q: 3 clusters Score -1604340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1604346.875000 Penalty: 4953.415527
	Iteration 58Q: 3 clusters Score -1604347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1604352.875000 Penalty: 4953.415527
	Iteration 59Q: 3 clusters Score -1604353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1604361.875000 Penalty: 4953.415527
	Iteration 60F: 3 clusters Score -1604362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -1604365.125000 Penalty: 4953.415527
	Iteration 61Q: 3 clusters Score -1604365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -1604374.125000 Penalty: 4953.415527
	Iteration 62Q: 3 clusters Score -1604374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1604376.250000 Penalty: 4953.415527
	Iteration 63Q: 3 clusters Score -1604376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1604378.125000 Penalty: 4953.415527
	Iteration 64Q: 3 clusters Score -1604378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1604380.625000 Penalty: 4953.415527
	Iteration 65Q: 3 clusters Score -1604381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1604381.625000 Penalty: 4953.415527
	Iteration 66Q: 3 clusters Score -1604382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -1604383.750000 Penalty: 4953.415527
	Iteration 67Q: 3 clusters Score -1604384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -1604384.250000 Penalty: 4953.415527
	Iteration 68Q: 3 clusters Score -1604384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -1604386.625000 Penalty: 4953.415527
	Iteration 69Q: 3 clusters Score -1604387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1604387.000000 Penalty: 4953.415527
	Iteration 70Q: 3 clusters Score -1604387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1604387.000000 Penalty: 4953.415527
	Iteration 71F: 3 clusters Score -1604387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1290359.875000 Penalty: 2368.052002
	Iteration 0F: 2 clusters Score -1290360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1280130.750000 Penalty: 4736.104004
	Iteration 0F: 3 clusters Score -1280131 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1283369.750000 Penalty: 4736.104004
	Iteration 1F: 3 clusters Score -1283370 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1283777.625000 Penalty: 4736.104004
	Iteration 2F: 3 clusters Score -1283778 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1284126.125000 Penalty: 4736.104004
	Iteration 3F: 3 clusters Score -1284126 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1284501.500000 Penalty: 4736.104004
	Iteration 4Q: 3 clusters Score -1284502 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1284924.625000 Penalty: 4736.104004
	Iteration 5F: 3 clusters Score -1284925 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1285382.375000 Penalty: 4736.104004
	Iteration 6F: 3 clusters Score -1285382 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1285848.500000 Penalty: 4736.104004
	Iteration 7F: 3 clusters Score -1285848 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1286285.000000 Penalty: 4736.104004
	Iteration 8Q: 3 clusters Score -1286285 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1286700.250000 Penalty: 4736.104004
	Iteration 9Q: 3 clusters Score -1286700 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1287088.375000 Penalty: 4736.104004
	Iteration 10Q: 3 clusters Score -1287088 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1287415.625000 Penalty: 4736.104004
	Iteration 11Q: 3 clusters Score -1287416 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1287676.125000 Penalty: 4736.104004
	Iteration 12Q: 3 clusters Score -1287676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1287879.250000 Penalty: 4736.104004
	Iteration 13Q: 3 clusters Score -1287879 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1288050.250000 Penalty: 4736.104004
	Iteration 14Q: 3 clusters Score -1288050 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1288203.000000 Penalty: 4736.104004
	Iteration 15Q: 3 clusters Score -1288203 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1288324.250000 Penalty: 4736.104004
	Iteration 16Q: 3 clusters Score -1288324 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1288424.750000 Penalty: 4736.104004
	Iteration 17Q: 3 clusters Score -1288425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1288485.625000 Penalty: 4736.104004
	Iteration 18Q: 3 clusters Score -1288486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1288530.125000 Penalty: 4736.104004
	Iteration 19Q: 3 clusters Score -1288530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1288557.125000 Penalty: 4736.104004
	Iteration 20F: 3 clusters Score -1288557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1288571.500000 Penalty: 4736.104004
	Iteration 21Q: 3 clusters Score -1288572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1288584.875000 Penalty: 4736.104004
	Iteration 22Q: 3 clusters Score -1288585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1288594.500000 Penalty: 4736.104004
	Iteration 23Q: 3 clusters Score -1288594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1288601.875000 Penalty: 4736.104004
	Iteration 24Q: 3 clusters Score -1288602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1288612.750000 Penalty: 4736.104004
	Iteration 25Q: 3 clusters Score -1288613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1288616.250000 Penalty: 4736.104004
	Iteration 26Q: 3 clusters Score -1288616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1288622.750000 Penalty: 4736.104004
	Iteration 27Q: 3 clusters Score -1288623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1288626.875000 Penalty: 4736.104004
	Iteration 28Q: 3 clusters Score -1288627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1288628.500000 Penalty: 4736.104004
	Iteration 29Q: 3 clusters Score -1288628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1288633.125000 Penalty: 4736.104004
	Iteration 30Q: 3 clusters Score -1288633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1288635.875000 Penalty: 4736.104004
	Iteration 31Q: 3 clusters Score -1288636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1288636.000000 Penalty: 4736.104004
	Iteration 32Q: 3 clusters Score -1288636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1288639.000000 Penalty: 4736.104004
	Iteration 33Q: 3 clusters Score -1288639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1288639.625000 Penalty: 4736.104004
	Iteration 34Q: 3 clusters Score -1288640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1288639.625000 Penalty: 4736.104004
	Iteration 35F: 3 clusters Score -1288640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (33579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Entering Unmasked Estep 
Score: -2649171.750000 Penalty: 2584.570801
	Iteration 0F: 2 clusters Score -2649172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2626447.750000 Penalty: 5169.141602
	Iteration 0F: 3 clusters Score -2626448 nChanged 15127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2634957.250000 Penalty: 5169.141602
	Iteration 1F: 3 clusters Score -2634957 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2635855.500000 Penalty: 5169.141602
	Iteration 2F: 3 clusters Score -2635856 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2636852.500000 Penalty: 5169.141602
	Iteration 3F: 3 clusters Score -2636852 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2637868.750000 Penalty: 5169.141602
	Iteration 4F: 3 clusters Score -2637869 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2638973.750000 Penalty: 5169.141602
	Iteration 5F: 3 clusters Score -2638974 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2640050.500000 Penalty: 5169.141602
	Iteration 6F: 3 clusters Score -2640050 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2640963.750000 Penalty: 5169.141602
	Iteration 7F: 3 clusters Score -2640964 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2641682.000000 Penalty: 5169.141602
	Iteration 8Q: 3 clusters Score -2641682 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2642219.500000 Penalty: 5169.141602
	Iteration 9Q: 3 clusters Score -2642220 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2642596.750000 Penalty: 5169.141602
	Iteration 10Q: 3 clusters Score -2642597 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2642912.500000 Penalty: 5169.141602
	Iteration 11Q: 3 clusters Score -2642912 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2643169.500000 Penalty: 5169.141602
	Iteration 12Q: 3 clusters Score -2643170 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2643385.000000 Penalty: 5169.141602
	Iteration 13Q: 3 clusters Score -2643385 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2643605.750000 Penalty: 5169.141602
	Iteration 14Q: 3 clusters Score -2643606 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2643832.000000 Penalty: 5169.141602
	Iteration 15Q: 3 clusters Score -2643832 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2644088.250000 Penalty: 5169.141602
	Iteration 16Q: 3 clusters Score -2644088 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2644366.250000 Penalty: 5169.141602
	Iteration 17Q: 3 clusters Score -2644366 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2644663.000000 Penalty: 5169.141602
	Iteration 18Q: 3 clusters Score -2644663 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2644954.250000 Penalty: 5169.141602
	Iteration 19Q: 3 clusters Score -2644954 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2645222.000000 Penalty: 5169.141602
	Iteration 20F: 3 clusters Score -2645222 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2645487.250000 Penalty: 5169.141602
	Iteration 21Q: 3 clusters Score -2645487 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2645751.000000 Penalty: 5169.141602
	Iteration 22Q: 3 clusters Score -2645751 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2645964.750000 Penalty: 5169.141602
	Iteration 23Q: 3 clusters Score -2645965 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2646138.750000 Penalty: 5169.141602
	Iteration 24Q: 3 clusters Score -2646139 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2646283.750000 Penalty: 5169.141602
	Iteration 25Q: 3 clusters Score -2646284 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2646415.000000 Penalty: 5169.141602
	Iteration 26Q: 3 clusters Score -2646415 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2646514.750000 Penalty: 5169.141602
	Iteration 27Q: 3 clusters Score -2646515 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2646584.500000 Penalty: 5169.141602
	Iteration 28Q: 3 clusters Score -2646584 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2646628.500000 Penalty: 5169.141602
	Iteration 29Q: 3 clusters Score -2646628 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2646668.750000 Penalty: 5169.141602
	Iteration 30Q: 3 clusters Score -2646669 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2646692.000000 Penalty: 5169.141602
	Iteration 31Q: 3 clusters Score -2646692 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2646730.250000 Penalty: 5169.141602
	Iteration 32Q: 3 clusters Score -2646730 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2646767.750000 Penalty: 5169.141602
	Iteration 33Q: 3 clusters Score -2646768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2646776.000000 Penalty: 5169.141602
	Iteration 34Q: 3 clusters Score -2646776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2646802.250000 Penalty: 5169.141602
	Iteration 35Q: 3 clusters Score -2646802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2646816.250000 Penalty: 5169.141602
	Iteration 36Q: 3 clusters Score -2646816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2646825.000000 Penalty: 5169.141602
	Iteration 37Q: 3 clusters Score -2646825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2646828.750000 Penalty: 5169.141602
	Iteration 38Q: 3 clusters Score -2646829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2646839.500000 Penalty: 5169.141602
	Iteration 39Q: 3 clusters Score -2646840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2646846.500000 Penalty: 5169.141602
	Iteration 40F: 3 clusters Score -2646846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2646856.000000 Penalty: 5169.141602
	Iteration 41Q: 3 clusters Score -2646856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2646866.750000 Penalty: 5169.141602
	Iteration 42Q: 3 clusters Score -2646867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2646884.000000 Penalty: 5169.141602
	Iteration 43Q: 3 clusters Score -2646884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2646885.500000 Penalty: 5169.141602
	Iteration 44Q: 3 clusters Score -2646886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2646885.250000 Penalty: 5169.141602
	Iteration 45Q: 3 clusters Score -2646885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2646888.500000 Penalty: 5169.141602
	Iteration 46Q: 3 clusters Score -2646888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2646893.250000 Penalty: 5169.141602
	Iteration 47Q: 3 clusters Score -2646893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2646900.750000 Penalty: 5169.141602
	Iteration 48Q: 3 clusters Score -2646901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2646906.750000 Penalty: 5169.141602
	Iteration 49Q: 3 clusters Score -2646907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2646908.250000 Penalty: 5169.141602
	Iteration 50Q: 3 clusters Score -2646908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2646917.500000 Penalty: 5169.141602
	Iteration 51Q: 3 clusters Score -2646918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2646924.500000 Penalty: 5169.141602
	Iteration 52Q: 3 clusters Score -2646924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2646934.750000 Penalty: 5169.141602
	Iteration 53Q: 3 clusters Score -2646935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2646938.000000 Penalty: 5169.141602
	Iteration 54Q: 3 clusters Score -2646938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2646940.250000 Penalty: 5169.141602
	Iteration 55Q: 3 clusters Score -2646940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2646936.250000 Penalty: 5169.141602
	Iteration 56Q: 3 clusters Score -2646936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2646943.750000 Penalty: 5169.141602
	Iteration 57Q: 3 clusters Score -2646944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2646946.250000 Penalty: 5169.141602
	Iteration 58Q: 3 clusters Score -2646946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2646946.250000 Penalty: 5169.141602
	Iteration 59Q: 3 clusters Score -2646946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2646950.250000 Penalty: 5169.141602
	Iteration 60F: 3 clusters Score -2646950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2646950.250000 Penalty: 5169.141602
	Iteration 61Q: 3 clusters Score -2646950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2646946.500000 Penalty: 5169.141602
	Iteration 62Q: 3 clusters Score -2646946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2646946.500000 Penalty: 5169.141602
	Iteration 63Q: 3 clusters Score -2646946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2646948.500000 Penalty: 5169.141602
	Iteration 64Q: 3 clusters Score -2646948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2646947.750000 Penalty: 5169.141602
	Iteration 65Q: 3 clusters Score -2646948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2646960.250000 Penalty: 5169.141602
	Iteration 66Q: 3 clusters Score -2646960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2646960.250000 Penalty: 5169.141602
	Iteration 67Q: 3 clusters Score -2646960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2646965.750000 Penalty: 5169.141602
	Iteration 68Q: 3 clusters Score -2646966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2646968.500000 Penalty: 5169.141602
	Iteration 69Q: 3 clusters Score -2646968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2646975.250000 Penalty: 5169.141602
	Iteration 70Q: 3 clusters Score -2646975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2646974.500000 Penalty: 5169.141602
	Iteration 71Q: 3 clusters Score -2646974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2646977.750000 Penalty: 5169.141602
	Iteration 72Q: 3 clusters Score -2646978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2646973.750000 Penalty: 5169.141602
	Iteration 73Q: 3 clusters Score -2646974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2646981.250000 Penalty: 5169.141602
	Iteration 74Q: 3 clusters Score -2646981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2646984.000000 Penalty: 5169.141602
	Iteration 75Q: 3 clusters Score -2646984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2646987.500000 Penalty: 5169.141602
	Iteration 76Q: 3 clusters Score -2646988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2646984.750000 Penalty: 5169.141602
	Iteration 77Q: 3 clusters Score -2646985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2646983.750000 Penalty: 5169.141602
	Iteration 78Q: 3 clusters Score -2646984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2646983.250000 Penalty: 5169.141602
	Iteration 79Q: 3 clusters Score -2646983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2646984.250000 Penalty: 5169.141602
	Iteration 80F: 3 clusters Score -2646984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2646979.750000 Penalty: 5169.141602
	Iteration 81Q: 3 clusters Score -2646980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2646981.500000 Penalty: 5169.141602
	Iteration 82Q: 3 clusters Score -2646982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2646984.750000 Penalty: 5169.141602
	Iteration 83Q: 3 clusters Score -2646985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2646980.500000 Penalty: 5169.141602
	Iteration 84Q: 3 clusters Score -2646980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2646981.500000 Penalty: 5169.141602
	Iteration 85Q: 3 clusters Score -2646982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2646981.750000 Penalty: 5169.141602
	Iteration 86Q: 3 clusters Score -2646982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2646984.250000 Penalty: 5169.141602
	Iteration 87Q: 3 clusters Score -2646984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2646989.250000 Penalty: 5169.141602
	Iteration 88Q: 3 clusters Score -2646989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2646986.000000 Penalty: 5169.141602
	Iteration 89Q: 3 clusters Score -2646986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2646987.750000 Penalty: 5169.141602
	Iteration 90Q: 3 clusters Score -2646988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2646990.000000 Penalty: 5169.141602
	Iteration 91Q: 3 clusters Score -2646990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2646992.500000 Penalty: 5169.141602
	Iteration 92Q: 3 clusters Score -2646992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2646992.250000 Penalty: 5169.141602
	Iteration 93Q: 3 clusters Score -2646992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2646995.000000 Penalty: 5169.141602
	Iteration 94Q: 3 clusters Score -2646995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2646993.750000 Penalty: 5169.141602
	Iteration 95Q: 3 clusters Score -2646994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2646995.750000 Penalty: 5169.141602
	Iteration 96Q: 3 clusters Score -2646996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2646998.000000 Penalty: 5169.141602
	Iteration 97Q: 3 clusters Score -2646998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2646996.000000 Penalty: 5169.141602
	Iteration 98Q: 3 clusters Score -2646996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2646996.500000 Penalty: 5169.141602
	Iteration 99Q: 3 clusters Score -2646996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2646994.500000 Penalty: 5169.141602
	Iteration 100F: 3 clusters Score -2646994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2647001.500000 Penalty: 5169.141602
	Iteration 101Q: 3 clusters Score -2647002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2647000.250000 Penalty: 5169.141602
	Iteration 102Q: 3 clusters Score -2647000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2647006.250000 Penalty: 5169.141602
	Iteration 103Q: 3 clusters Score -2647006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2647004.750000 Penalty: 5169.141602
	Iteration 104Q: 3 clusters Score -2647005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2647004.750000 Penalty: 5169.141602
	Iteration 105Q: 3 clusters Score -2647005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2647015.250000 Penalty: 5169.141602
	Iteration 106Q: 3 clusters Score -2647015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2647013.750000 Penalty: 5169.141602
	Iteration 107Q: 3 clusters Score -2647014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2647017.250000 Penalty: 5169.141602
	Iteration 108Q: 3 clusters Score -2647017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2647022.000000 Penalty: 5169.141602
	Iteration 109Q: 3 clusters Score -2647022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2647019.500000 Penalty: 5169.141602
	Iteration 110Q: 3 clusters Score -2647020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2647017.250000 Penalty: 5169.141602
	Iteration 111Q: 3 clusters Score -2647017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2647025.250000 Penalty: 5169.141602
	Iteration 112Q: 3 clusters Score -2647025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2647018.500000 Penalty: 5169.141602
	Iteration 113Q: 3 clusters Score -2647018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2647015.750000 Penalty: 5169.141602
	Iteration 114Q: 3 clusters Score -2647016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2647016.750000 Penalty: 5169.141602
	Iteration 115Q: 3 clusters Score -2647017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2647013.000000 Penalty: 5169.141602
	Iteration 116Q: 3 clusters Score -2647013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2647013.250000 Penalty: 5169.141602
	Iteration 117Q: 3 clusters Score -2647013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2647015.500000 Penalty: 5169.141602
	Iteration 118Q: 3 clusters Score -2647016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2647012.500000 Penalty: 5169.141602
	Iteration 119Q: 3 clusters Score -2647012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2647013.000000 Penalty: 5169.141602
	Iteration 120F: 3 clusters Score -2647013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2647012.500000 Penalty: 5169.141602
	Iteration 121Q: 3 clusters Score -2647012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2647014.000000 Penalty: 5169.141602
	Iteration 122Q: 3 clusters Score -2647014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2647017.500000 Penalty: 5169.141602
	Iteration 123Q: 3 clusters Score -2647018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2647016.000000 Penalty: 5169.141602
	Iteration 124Q: 3 clusters Score -2647016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2647016.000000 Penalty: 5169.141602
	Iteration 125F: 3 clusters Score -2647016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Entering Unmasked Estep 
Score: -4365233.500000 Penalty: 2700.603027
	Iteration 0F: 2 clusters Score -4365234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -4329196.500000 Penalty: 5401.206055
	Iteration 0F: 3 clusters Score -4329196 nChanged 24766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4343011.000000 Penalty: 5401.206055
	Iteration 1F: 3 clusters Score -4343011 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -4343766.000000 Penalty: 5401.206055
	Iteration 2Q: 3 clusters Score -4343766 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -4344649.000000 Penalty: 5401.206055
	Iteration 3Q: 3 clusters Score -4344649 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -4345715.500000 Penalty: 5401.206055
	Iteration 4Q: 3 clusters Score -4345716 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4347120.500000 Penalty: 5401.206055
	Iteration 5F: 3 clusters Score -4347120 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4348852.500000 Penalty: 5401.206055
	Iteration 6F: 3 clusters Score -4348852 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4350818.500000 Penalty: 5401.206055
	Iteration 7F: 3 clusters Score -4350818 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4352742.500000 Penalty: 5401.206055
	Iteration 8F: 3 clusters Score -4352742 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4354309.000000 Penalty: 5401.206055
	Iteration 9F: 3 clusters Score -4354309 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4355523.000000 Penalty: 5401.206055
	Iteration 10Q: 3 clusters Score -4355523 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4356630.500000 Penalty: 5401.206055
	Iteration 11Q: 3 clusters Score -4356630 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4357822.000000 Penalty: 5401.206055
	Iteration 12Q: 3 clusters Score -4357822 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4359043.500000 Penalty: 5401.206055
	Iteration 13Q: 3 clusters Score -4359044 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -4360146.000000 Penalty: 5401.206055
	Iteration 14Q: 3 clusters Score -4360146 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -4361052.000000 Penalty: 5401.206055
	Iteration 15Q: 3 clusters Score -4361052 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -4361748.000000 Penalty: 5401.206055
	Iteration 16Q: 3 clusters Score -4361748 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -4362308.000000 Penalty: 5401.206055
	Iteration 17Q: 3 clusters Score -4362308 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -4362780.500000 Penalty: 5401.206055
	Iteration 18Q: 3 clusters Score -4362780 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -4363136.000000 Penalty: 5401.206055
	Iteration 19Q: 3 clusters Score -4363136 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -4363392.500000 Penalty: 5401.206055
	Iteration 20F: 3 clusters Score -4363392 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -4363595.000000 Penalty: 5401.206055
	Iteration 21Q: 3 clusters Score -4363595 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -4363724.000000 Penalty: 5401.206055
	Iteration 22Q: 3 clusters Score -4363724 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -4363851.000000 Penalty: 5401.206055
	Iteration 23Q: 3 clusters Score -4363851 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -4363948.500000 Penalty: 5401.206055
	Iteration 24Q: 3 clusters Score -4363948 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -4363987.500000 Penalty: 5401.206055
	Iteration 25Q: 3 clusters Score -4363988 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -4364044.500000 Penalty: 5401.206055
	Iteration 26Q: 3 clusters Score -4364044 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -4364069.000000 Penalty: 5401.206055
	Iteration 27Q: 3 clusters Score -4364069 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -4364079.500000 Penalty: 5401.206055
	Iteration 28Q: 3 clusters Score -4364080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -4364090.000000 Penalty: 5401.206055
	Iteration 29Q: 3 clusters Score -4364090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -4364095.500000 Penalty: 5401.206055
	Iteration 30Q: 3 clusters Score -4364096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -4364127.500000 Penalty: 5401.206055
	Iteration 31Q: 3 clusters Score -4364128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -4364126.000000 Penalty: 5401.206055
	Iteration 32Q: 3 clusters Score -4364126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -4364130.500000 Penalty: 5401.206055
	Iteration 33Q: 3 clusters Score -4364130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -4364149.000000 Penalty: 5401.206055
	Iteration 34Q: 3 clusters Score -4364149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -4364152.500000 Penalty: 5401.206055
	Iteration 35Q: 3 clusters Score -4364152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -4364156.500000 Penalty: 5401.206055
	Iteration 36Q: 3 clusters Score -4364156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 37Q: 3 clusters Score -4364159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -4364163.500000 Penalty: 5401.206055
	Iteration 38Q: 3 clusters Score -4364164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -4364164.500000 Penalty: 5401.206055
	Iteration 39Q: 3 clusters Score -4364164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -4364163.500000 Penalty: 5401.206055
	Iteration 40F: 3 clusters Score -4364164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -4364157.000000 Penalty: 5401.206055
	Iteration 41Q: 3 clusters Score -4364157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -4364159.500000 Penalty: 5401.206055
	Iteration 42Q: 3 clusters Score -4364160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -4364161.000000 Penalty: 5401.206055
	Iteration 43Q: 3 clusters Score -4364161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -4364166.000000 Penalty: 5401.206055
	Iteration 44Q: 3 clusters Score -4364166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -4364162.000000 Penalty: 5401.206055
	Iteration 45Q: 3 clusters Score -4364162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -4364159.000000 Penalty: 5401.206055
	Iteration 46Q: 3 clusters Score -4364159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -4364162.000000 Penalty: 5401.206055
	Iteration 47Q: 3 clusters Score -4364162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -4364161.000000 Penalty: 5401.206055
	Iteration 48Q: 3 clusters Score -4364161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -4364154.500000 Penalty: 5401.206055
	Iteration 49Q: 3 clusters Score -4364154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -4364151.000000 Penalty: 5401.206055
	Iteration 50Q: 3 clusters Score -4364151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -4364160.000000 Penalty: 5401.206055
	Iteration 51Q: 3 clusters Score -4364160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -4364159.500000 Penalty: 5401.206055
	Iteration 52Q: 3 clusters Score -4364160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -4364163.000000 Penalty: 5401.206055
	Iteration 53Q: 3 clusters Score -4364163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -4364161.500000 Penalty: 5401.206055
	Iteration 54Q: 3 clusters Score -4364162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -4364161.500000 Penalty: 5401.206055
	Iteration 55F: 3 clusters Score -4364162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -123400.820312 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -123400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -120907.210938 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -120907.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -121381.320312 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -121381.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -121512.906250 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -121512.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -121573.695312 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -121573.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -121631.000000 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -121631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -121675.781250 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -121675.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -121712.359375 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -121712.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -121747.156250 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -121747.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -121763.984375 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -121764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -121775.906250 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -121775.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -121787.062500 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -121787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -121804.382812 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -121804.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -121822.507812 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -121822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121842.882812 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -121842.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121863.398438 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -121863.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121877.929688 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -121877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121893.429688 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -121893.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121908.421875 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -121908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -121921.335938 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -121921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121934.992188 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -121935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -121941.085938 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -121941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -121947.570312 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -121947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -121957.726562 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -121957.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -121972.429688 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -121972.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -121985.265625 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -121985.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -121997.187500 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -121997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -122005.937500 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -122005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -122018.179688 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -122018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122028.796875 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -122028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -122037.601562 Penalty: 3721.631592
	Iteration 29Q: 3 clusters Score -122037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122046.906250 Penalty: 3721.631592
	Iteration 30Q: 3 clusters Score -122046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -122056.812500 Penalty: 3721.631592
	Iteration 31Q: 3 clusters Score -122056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -122062.867188 Penalty: 3721.631592
	Iteration 32Q: 3 clusters Score -122062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -122068.460938 Penalty: 3721.631592
	Iteration 33Q: 3 clusters Score -122068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -122074.882812 Penalty: 3721.631592
	Iteration 34Q: 3 clusters Score -122074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122079.312500 Penalty: 3721.631592
	Iteration 35Q: 3 clusters Score -122079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -122083.445312 Penalty: 3721.631592
	Iteration 36Q: 3 clusters Score -122083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -122092.226562 Penalty: 3721.631592
	Iteration 37Q: 3 clusters Score -122092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -122102.296875 Penalty: 3721.631592
	Iteration 38Q: 3 clusters Score -122102.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -122119.101562 Penalty: 3721.631592
	Iteration 39Q: 3 clusters Score -122119.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -122133.515625 Penalty: 3721.631592
	Iteration 40F: 3 clusters Score -122133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -122138.851562 Penalty: 3721.631592
	Iteration 41Q: 3 clusters Score -122138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -122142.132812 Penalty: 3721.631592
	Iteration 42Q: 3 clusters Score -122142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -122144.375000 Penalty: 3721.631592
	Iteration 43Q: 3 clusters Score -122144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -122145.578125 Penalty: 3721.631592
	Iteration 44Q: 3 clusters Score -122145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122148.804688 Penalty: 3721.631592
	Iteration 45Q: 3 clusters Score -122148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122152.070312 Penalty: 3721.631592
	Iteration 46Q: 3 clusters Score -122152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122154.726562 Penalty: 3721.631592
	Iteration 47Q: 3 clusters Score -122154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -122155.117188 Penalty: 3721.631592
	Iteration 48Q: 3 clusters Score -122155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -122157.242188 Penalty: 3721.631592
	Iteration 49Q: 3 clusters Score -122157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -122159.453125 Penalty: 3721.631592
	Iteration 50Q: 3 clusters Score -122159.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122162.343750 Penalty: 3721.631592
	Iteration 51Q: 3 clusters Score -122162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122163.039062 Penalty: 3721.631592
	Iteration 52Q: 3 clusters Score -122163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122165.250000 Penalty: 3721.631592
	Iteration 53Q: 3 clusters Score -122165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122165.250000 Penalty: 3721.631592
	Iteration 54F: 3 clusters Score -122165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Entering Unmasked Estep 
Score: -1399982.500000 Penalty: 2426.480713
	Iteration 0F: 2 clusters Score -1399982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1387428.375000 Penalty: 4852.961426
	Iteration 0F: 3 clusters Score -1387428 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1391471.875000 Penalty: 4852.961426
	Iteration 1F: 3 clusters Score -1391472 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1391925.000000 Penalty: 4852.961426
	Iteration 2F: 3 clusters Score -1391925 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1392451.375000 Penalty: 4852.961426
	Iteration 3F: 3 clusters Score -1392451 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1393177.500000 Penalty: 4852.961426
	Iteration 4F: 3 clusters Score -1393178 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1394164.250000 Penalty: 4852.961426
	Iteration 5F: 3 clusters Score -1394164 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1395168.250000 Penalty: 4852.961426
	Iteration 6F: 3 clusters Score -1395168 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1396031.875000 Penalty: 4852.961426
	Iteration 7F: 3 clusters Score -1396032 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1396688.250000 Penalty: 4852.961426
	Iteration 8F: 3 clusters Score -1396688 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1397167.375000 Penalty: 4852.961426
	Iteration 9Q: 3 clusters Score -1397167 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1397620.000000 Penalty: 4852.961426
	Iteration 10Q: 3 clusters Score -1397620 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1398167.875000 Penalty: 4852.961426
	Iteration 11Q: 3 clusters Score -1398168 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1398681.125000 Penalty: 4852.961426
	Iteration 12Q: 3 clusters Score -1398681 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1398990.250000 Penalty: 4852.961426
	Iteration 13Q: 3 clusters Score -1398990 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1399157.125000 Penalty: 4852.961426
	Iteration 14Q: 3 clusters Score -1399157 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1399247.750000 Penalty: 4852.961426
	Iteration 15Q: 3 clusters Score -1399248 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1399291.125000 Penalty: 4852.961426
	Iteration 16Q: 3 clusters Score -1399291 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1399321.875000 Penalty: 4852.961426
	Iteration 17Q: 3 clusters Score -1399322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1399338.000000 Penalty: 4852.961426
	Iteration 18Q: 3 clusters Score -1399338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1399345.625000 Penalty: 4852.961426
	Iteration 19Q: 3 clusters Score -1399346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1399349.625000 Penalty: 4852.961426
	Iteration 20F: 3 clusters Score -1399350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1399349.625000 Penalty: 4852.961426
	Iteration 21Q: 3 clusters Score -1399350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1399357.375000 Penalty: 4852.961426
	Iteration 22Q: 3 clusters Score -1399357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1399358.625000 Penalty: 4852.961426
	Iteration 23Q: 3 clusters Score -1399359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1399356.000000 Penalty: 4852.961426
	Iteration 24Q: 3 clusters Score -1399356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1399358.500000 Penalty: 4852.961426
	Iteration 25Q: 3 clusters Score -1399358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1399355.625000 Penalty: 4852.961426
	Iteration 26Q: 3 clusters Score -1399356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1399355.000000 Penalty: 4852.961426
	Iteration 27Q: 3 clusters Score -1399355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1399354.750000 Penalty: 4852.961426
	Iteration 28Q: 3 clusters Score -1399355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1399354.750000 Penalty: 4852.961426
	Iteration 29F: 3 clusters Score -1399355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Entering Unmasked Estep 
Score: -7997415.500000 Penalty: 2854.039551
	Iteration 0F: 2 clusters Score -7997416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -7930765.000000 Penalty: 5708.079102
	Iteration 0F: 3 clusters Score -7930765 nChanged 47112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -7957986.500000 Penalty: 5708.079102
	Iteration 1F: 3 clusters Score -7957986 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -7958881.500000 Penalty: 5708.079102
	Iteration 2Q: 3 clusters Score -7958882 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -7959915.000000 Penalty: 5708.079102
	Iteration 3Q: 3 clusters Score -7959915 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -7961296.500000 Penalty: 5708.079102
	Iteration 4Q: 3 clusters Score -7961296 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -7963194.500000 Penalty: 5708.079102
	Iteration 5Q: 3 clusters Score -7963194 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -7966062.500000 Penalty: 5708.079102
	Iteration 6F: 3 clusters Score -7966062 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7969535.000000 Penalty: 5708.079102
	Iteration 7F: 3 clusters Score -7969535 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -7973317.000000 Penalty: 5708.079102
	Iteration 8F: 3 clusters Score -7973317 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -7976814.500000 Penalty: 5708.079102
	Iteration 9F: 3 clusters Score -7976814 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -7979637.500000 Penalty: 5708.079102
	Iteration 10F: 3 clusters Score -7979638 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -7981833.500000 Penalty: 5708.079102
	Iteration 11Q: 3 clusters Score -7981834 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -7983714.000000 Penalty: 5708.079102
	Iteration 12Q: 3 clusters Score -7983714 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -7985627.500000 Penalty: 5708.079102
	Iteration 13Q: 3 clusters Score -7985628 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -7987670.500000 Penalty: 5708.079102
	Iteration 14Q: 3 clusters Score -7987670 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -7989767.000000 Penalty: 5708.079102
	Iteration 15Q: 3 clusters Score -7989767 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7991681.000000 Penalty: 5708.079102
	Iteration 16Q: 3 clusters Score -7991681 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7993134.500000 Penalty: 5708.079102
	Iteration 17Q: 3 clusters Score -7993134 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7994038.500000 Penalty: 5708.079102
	Iteration 18Q: 3 clusters Score -7994038 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7994485.500000 Penalty: 5708.079102
	Iteration 19Q: 3 clusters Score -7994486 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7994684.500000 Penalty: 5708.079102
	Iteration 20F: 3 clusters Score -7994684 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7994786.000000 Penalty: 5708.079102
	Iteration 21Q: 3 clusters Score -7994786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7994850.500000 Penalty: 5708.079102
	Iteration 22Q: 3 clusters Score -7994850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7994877.500000 Penalty: 5708.079102
	Iteration 23Q: 3 clusters Score -7994878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7994901.000000 Penalty: 5708.079102
	Iteration 24Q: 3 clusters Score -7994901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7994914.500000 Penalty: 5708.079102
	Iteration 25Q: 3 clusters Score -7994914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7994927.500000 Penalty: 5708.079102
	Iteration 26Q: 3 clusters Score -7994928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7994935.000000 Penalty: 5708.079102
	Iteration 27Q: 3 clusters Score -7994935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7994939.000000 Penalty: 5708.079102
	Iteration 28Q: 3 clusters Score -7994939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7994948.000000 Penalty: 5708.079102
	Iteration 29Q: 3 clusters Score -7994948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7994941.000000 Penalty: 5708.079102
	Iteration 30Q: 3 clusters Score -7994941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7994943.000000 Penalty: 5708.079102
	Iteration 31Q: 3 clusters Score -7994943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7994955.000000 Penalty: 5708.079102
	Iteration 32Q: 3 clusters Score -7994955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7994958.000000 Penalty: 5708.079102
	Iteration 33Q: 3 clusters Score -7994958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7994960.500000 Penalty: 5708.079102
	Iteration 34Q: 3 clusters Score -7994960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7994957.000000 Penalty: 5708.079102
	Iteration 35Q: 3 clusters Score -7994957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7994971.500000 Penalty: 5708.079102
	Iteration 36Q: 3 clusters Score -7994972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7994964.000000 Penalty: 5708.079102
	Iteration 37Q: 3 clusters Score -7994964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7994964.000000 Penalty: 5708.079102
	Iteration 38F: 3 clusters Score -7994964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -132790.703125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -132790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130536.710938 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -130536.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -130990.554688 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -130990.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -131217.093750 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -131217.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -131375.187500 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -131375.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131504.046875 Penalty: 3622.706055
	Iteration 4F: 3 clusters Score -131504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131623.140625 Penalty: 3622.706055
	Iteration 5F: 3 clusters Score -131623.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -131756.593750 Penalty: 3622.706055
	Iteration 6F: 3 clusters Score -131756.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131868.156250 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -131868.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -131937.546875 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -131937.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132012.343750 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -132012.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132073.234375 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -132073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132114.046875 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -132114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132137.484375 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -132137.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132159.937500 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -132159.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -132176.140625 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -132176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132186.156250 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -132186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132187.218750 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -132187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132190.171875 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -132190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132191.218750 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -132191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132192.421875 Penalty: 3622.706055
	Iteration 19F: 3 clusters Score -132192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -132195.390625 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -132195.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -532119.625000 Penalty: 2143.056152
	Iteration 0F: 2 clusters Score -532119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -527133.062500 Penalty: 4286.112305
	Iteration 0F: 3 clusters Score -527133.1 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -528485.812500 Penalty: 4286.112305
	Iteration 1F: 3 clusters Score -528485.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -528706.687500 Penalty: 4286.112305
	Iteration 2F: 3 clusters Score -528706.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -528850.437500 Penalty: 4286.112305
	Iteration 3Q: 3 clusters Score -528850.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -528964.937500 Penalty: 4286.112305
	Iteration 4Q: 3 clusters Score -528964.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -529076.312500 Penalty: 4286.112305
	Iteration 5Q: 3 clusters Score -529076.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -529171.000000 Penalty: 4286.112305
	Iteration 6Q: 3 clusters Score -529171 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -529285.937500 Penalty: 4286.112305
	Iteration 7Q: 3 clusters Score -529285.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -529438.250000 Penalty: 4286.112305
	Iteration 8Q: 3 clusters Score -529438.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -529576.875000 Penalty: 4286.112305
	Iteration 9Q: 3 clusters Score -529576.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -529696.125000 Penalty: 4286.112305
	Iteration 10Q: 3 clusters Score -529696.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -529788.625000 Penalty: 4286.112305
	Iteration 11Q: 3 clusters Score -529788.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -529861.125000 Penalty: 4286.112305
	Iteration 12Q: 3 clusters Score -529861.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -529930.750000 Penalty: 4286.112305
	Iteration 13Q: 3 clusters Score -529930.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -529984.312500 Penalty: 4286.112305
	Iteration 14Q: 3 clusters Score -529984.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -530024.562500 Penalty: 4286.112305
	Iteration 15Q: 3 clusters Score -530024.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -530059.750000 Penalty: 4286.112305
	Iteration 16Q: 3 clusters Score -530059.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -530094.375000 Penalty: 4286.112305
	Iteration 17Q: 3 clusters Score -530094.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -530122.687500 Penalty: 4286.112305
	Iteration 18Q: 3 clusters Score -530122.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -530142.312500 Penalty: 4286.112305
	Iteration 19Q: 3 clusters Score -530142.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -530158.187500 Penalty: 4286.112305
	Iteration 20F: 3 clusters Score -530158.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -530172.500000 Penalty: 4286.112305
	Iteration 21Q: 3 clusters Score -530172.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -530183.375000 Penalty: 4286.112305
	Iteration 22Q: 3 clusters Score -530183.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -530190.312500 Penalty: 4286.112305
	Iteration 23Q: 3 clusters Score -530190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -530197.125000 Penalty: 4286.112305
	Iteration 24Q: 3 clusters Score -530197.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -530204.500000 Penalty: 4286.112305
	Iteration 25Q: 3 clusters Score -530204.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -530213.375000 Penalty: 4286.112305
	Iteration 26Q: 3 clusters Score -530213.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -530223.687500 Penalty: 4286.112305
	Iteration 27Q: 3 clusters Score -530223.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -530228.750000 Penalty: 4286.112305
	Iteration 28Q: 3 clusters Score -530228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -530234.437500 Penalty: 4286.112305
	Iteration 29Q: 3 clusters Score -530234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -530241.937500 Penalty: 4286.112305
	Iteration 30Q: 3 clusters Score -530241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -530247.937500 Penalty: 4286.112305
	Iteration 31Q: 3 clusters Score -530247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -530254.187500 Penalty: 4286.112305
	Iteration 32Q: 3 clusters Score -530254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -530259.562500 Penalty: 4286.112305
	Iteration 33Q: 3 clusters Score -530259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -530262.000000 Penalty: 4286.112305
	Iteration 34Q: 3 clusters Score -530262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -530269.000000 Penalty: 4286.112305
	Iteration 35Q: 3 clusters Score -530269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -530274.062500 Penalty: 4286.112305
	Iteration 36Q: 3 clusters Score -530274.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -530281.062500 Penalty: 4286.112305
	Iteration 37Q: 3 clusters Score -530281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -530285.125000 Penalty: 4286.112305
	Iteration 38Q: 3 clusters Score -530285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -530287.562500 Penalty: 4286.112305
	Iteration 39Q: 3 clusters Score -530287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -530290.125000 Penalty: 4286.112305
	Iteration 40F: 3 clusters Score -530290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -530292.562500 Penalty: 4286.112305
	Iteration 41Q: 3 clusters Score -530292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -530293.875000 Penalty: 4286.112305
	Iteration 42Q: 3 clusters Score -530293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -530297.062500 Penalty: 4286.112305
	Iteration 43Q: 3 clusters Score -530297.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -530300.625000 Penalty: 4286.112305
	Iteration 44Q: 3 clusters Score -530300.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -530303.687500 Penalty: 4286.112305
	Iteration 45Q: 3 clusters Score -530303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -530307.187500 Penalty: 4286.112305
	Iteration 46Q: 3 clusters Score -530307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -530308.437500 Penalty: 4286.112305
	Iteration 47Q: 3 clusters Score -530308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -530309.687500 Penalty: 4286.112305
	Iteration 48Q: 3 clusters Score -530309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -530311.187500 Penalty: 4286.112305
	Iteration 49Q: 3 clusters Score -530311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -530311.437500 Penalty: 4286.112305
	Iteration 50Q: 3 clusters Score -530311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -530313.375000 Penalty: 4286.112305
	Iteration 51Q: 3 clusters Score -530313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -530316.312500 Penalty: 4286.112305
	Iteration 52Q: 3 clusters Score -530316.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -530316.625000 Penalty: 4286.112305
	Iteration 53Q: 3 clusters Score -530316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -530318.500000 Penalty: 4286.112305
	Iteration 54Q: 3 clusters Score -530318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -530318.812500 Penalty: 4286.112305
	Iteration 55Q: 3 clusters Score -530318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -530319.625000 Penalty: 4286.112305
	Iteration 56Q: 3 clusters Score -530319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -530319.187500 Penalty: 4286.112305
	Iteration 57Q: 3 clusters Score -530319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -530320.500000 Penalty: 4286.112305
	Iteration 58Q: 3 clusters Score -530320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -530320.812500 Penalty: 4286.112305
	Iteration 59Q: 3 clusters Score -530320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -530321.625000 Penalty: 4286.112305
	Iteration 60F: 3 clusters Score -530321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -530322.500000 Penalty: 4286.112305
	Iteration 61Q: 3 clusters Score -530322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -530322.437500 Penalty: 4286.112305
	Iteration 62Q: 3 clusters Score -530322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -530322.875000 Penalty: 4286.112305
	Iteration 63Q: 3 clusters Score -530322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -530324.875000 Penalty: 4286.112305
	Iteration 64Q: 3 clusters Score -530324.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -530323.812500 Penalty: 4286.112305
	Iteration 65Q: 3 clusters Score -530323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -530323.812500 Penalty: 4286.112305
	Iteration 66F: 3 clusters Score -530323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -447481.343750 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -447481.3 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 2644 members 
Entering Unmasked Estep 
Score: -442812.125000 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -442812.1 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -443921.781250 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -443921.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -444124.062500 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -444124.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -444234.250000 Penalty: 4249.482910
	Iteration 3Q: 3 clusters Score -444234.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -444302.687500 Penalty: 4249.482910
	Iteration 4Q: 3 clusters Score -444302.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -444347.031250 Penalty: 4249.482910
	Iteration 5Q: 3 clusters Score -444347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -444376.281250 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -444376.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -444409.593750 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -444409.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -444440.843750 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -444440.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -444462.500000 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -444462.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -444478.812500 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -444478.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -444488.968750 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -444489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -444498.531250 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -444498.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -444510.281250 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -444510.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -444518.937500 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -444518.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -444527.000000 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -444527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -444531.093750 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -444531.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -444539.375000 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -444539.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -444547.687500 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -444547.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -444559.250000 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -444559.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -444567.468750 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -444567.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -444574.500000 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -444574.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -444580.250000 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -444580.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -444586.000000 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -444586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -444591.062500 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -444591.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -444595.312500 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -444595.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -444600.250000 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -444600.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -444605.656250 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -444605.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -444611.093750 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -444611.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -444616.843750 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -444616.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -444625.500000 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -444625.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -444633.656250 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -444633.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -444643.437500 Penalty: 4249.482910
	Iteration 32Q: 3 clusters Score -444643.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -444655.843750 Penalty: 4249.482910
	Iteration 33Q: 3 clusters Score -444655.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -444665.093750 Penalty: 4249.482910
	Iteration 34Q: 3 clusters Score -444665.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -444676.531250 Penalty: 4249.482910
	Iteration 35Q: 3 clusters Score -444676.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -444686.718750 Penalty: 4249.482910
	Iteration 36Q: 3 clusters Score -444686.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -444694.093750 Penalty: 4249.482910
	Iteration 37Q: 3 clusters Score -444694.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -444702.656250 Penalty: 4249.482910
	Iteration 38Q: 3 clusters Score -444702.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -444716.562500 Penalty: 4249.482910
	Iteration 39Q: 3 clusters Score -444716.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -444734.843750 Penalty: 4249.482910
	Iteration 40F: 3 clusters Score -444734.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -444758.031250 Penalty: 4249.482910
	Iteration 41Q: 3 clusters Score -444758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -444773.187500 Penalty: 4249.482910
	Iteration 42Q: 3 clusters Score -444773.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -444787.250000 Penalty: 4249.482910
	Iteration 43Q: 3 clusters Score -444787.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -444811.468750 Penalty: 4249.482910
	Iteration 44Q: 3 clusters Score -444811.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -444838.718750 Penalty: 4249.482910
	Iteration 45Q: 3 clusters Score -444838.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -444870.500000 Penalty: 4249.482910
	Iteration 46Q: 3 clusters Score -444870.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -444902.406250 Penalty: 4249.482910
	Iteration 47Q: 3 clusters Score -444902.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -444939.625000 Penalty: 4249.482910
	Iteration 48Q: 3 clusters Score -444939.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -444981.875000 Penalty: 4249.482910
	Iteration 49Q: 3 clusters Score -444981.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -445025.000000 Penalty: 4249.482910
	Iteration 50Q: 3 clusters Score -445025 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -445065.531250 Penalty: 4249.482910
	Iteration 51Q: 3 clusters Score -445065.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -445113.062500 Penalty: 4249.482910
	Iteration 52Q: 3 clusters Score -445113.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -445153.343750 Penalty: 4249.482910
	Iteration 53Q: 3 clusters Score -445153.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -445194.343750 Penalty: 4249.482910
	Iteration 54Q: 3 clusters Score -445194.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -445229.062500 Penalty: 4249.482910
	Iteration 55Q: 3 clusters Score -445229.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -445267.843750 Penalty: 4249.482910
	Iteration 56Q: 3 clusters Score -445267.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -445314.156250 Penalty: 4249.482910
	Iteration 57Q: 3 clusters Score -445314.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -445349.531250 Penalty: 4249.482910
	Iteration 58Q: 3 clusters Score -445349.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -445379.906250 Penalty: 4249.482910
	Iteration 59Q: 3 clusters Score -445379.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -445405.156250 Penalty: 4249.482910
	Iteration 60F: 3 clusters Score -445405.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -445427.250000 Penalty: 4249.482910
	Iteration 61Q: 3 clusters Score -445427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -445439.218750 Penalty: 4249.482910
	Iteration 62Q: 3 clusters Score -445439.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -445450.750000 Penalty: 4249.482910
	Iteration 63Q: 3 clusters Score -445450.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -445461.781250 Penalty: 4249.482910
	Iteration 64Q: 3 clusters Score -445461.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -445472.312500 Penalty: 4249.482910
	Iteration 65Q: 3 clusters Score -445472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -445480.187500 Penalty: 4249.482910
	Iteration 66Q: 3 clusters Score -445480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -445483.968750 Penalty: 4249.482910
	Iteration 67Q: 3 clusters Score -445484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -445488.468750 Penalty: 4249.482910
	Iteration 68Q: 3 clusters Score -445488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -445493.937500 Penalty: 4249.482910
	Iteration 69Q: 3 clusters Score -445493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -445502.250000 Penalty: 4249.482910
	Iteration 70Q: 3 clusters Score -445502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -445512.468750 Penalty: 4249.482910
	Iteration 71Q: 3 clusters Score -445512.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -445516.843750 Penalty: 4249.482910
	Iteration 72Q: 3 clusters Score -445516.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -445524.843750 Penalty: 4249.482910
	Iteration 73Q: 3 clusters Score -445524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -445529.250000 Penalty: 4249.482910
	Iteration 74Q: 3 clusters Score -445529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -445534.031250 Penalty: 4249.482910
	Iteration 75Q: 3 clusters Score -445534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -445536.562500 Penalty: 4249.482910
	Iteration 76Q: 3 clusters Score -445536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -445538.125000 Penalty: 4249.482910
	Iteration 77Q: 3 clusters Score -445538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -445539.718750 Penalty: 4249.482910
	Iteration 78Q: 3 clusters Score -445539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -445541.375000 Penalty: 4249.482910
	Iteration 79Q: 3 clusters Score -445541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -445546.062500 Penalty: 4249.482910
	Iteration 80F: 3 clusters Score -445546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -445550.281250 Penalty: 4249.482910
	Iteration 81Q: 3 clusters Score -445550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -445552.031250 Penalty: 4249.482910
	Iteration 82Q: 3 clusters Score -445552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -445556.312500 Penalty: 4249.482910
	Iteration 83Q: 3 clusters Score -445556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -445558.875000 Penalty: 4249.482910
	Iteration 84Q: 3 clusters Score -445558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -445562.656250 Penalty: 4249.482910
	Iteration 85Q: 3 clusters Score -445562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -445565.937500 Penalty: 4249.482910
	Iteration 86Q: 3 clusters Score -445565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -445568.843750 Penalty: 4249.482910
	Iteration 87Q: 3 clusters Score -445568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -445571.500000 Penalty: 4249.482910
	Iteration 88Q: 3 clusters Score -445571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -445571.625000 Penalty: 4249.482910
	Iteration 89Q: 3 clusters Score -445571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -445571.625000 Penalty: 4249.482910
	Iteration 90F: 3 clusters Score -445571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (109723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Entering Unmasked Estep 
Score: -11591489.000000 Penalty: 2878.217041
	Iteration 0F: 2 clusters Score -1.159149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -11520197.000000 Penalty: 5756.434082
	Iteration 0F: 3 clusters Score -1.15202e+07 nChanged 51973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -11549908.000000 Penalty: 5756.434082
	Iteration 1F: 3 clusters Score -1.154991e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -11550646.000000 Penalty: 5756.434082
	Iteration 2Q: 3 clusters Score -1.155065e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -11551525.000000 Penalty: 5756.434082
	Iteration 3Q: 3 clusters Score -1.155152e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -11552560.000000 Penalty: 5756.434082
	Iteration 4Q: 3 clusters Score -1.155256e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -11553857.000000 Penalty: 5756.434082
	Iteration 5Q: 3 clusters Score -1.155386e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -11555579.000000 Penalty: 5756.434082
	Iteration 6Q: 3 clusters Score -1.155558e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -11557932.000000 Penalty: 5756.434082
	Iteration 7Q: 3 clusters Score -1.155793e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -11560856.000000 Penalty: 5756.434082
	Iteration 8F: 3 clusters Score -1.156086e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 74325 members 
Entering Unmasked Estep 
Score: -11564199.000000 Penalty: 5756.434082
	Iteration 9F: 3 clusters Score -1.15642e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -11567930.000000 Penalty: 5756.434082
	Iteration 10F: 3 clusters Score -1.156793e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -11571654.000000 Penalty: 5756.434082
	Iteration 11Q: 3 clusters Score -1.157165e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -11575039.000000 Penalty: 5756.434082
	Iteration 12Q: 3 clusters Score -1.157504e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -11577742.000000 Penalty: 5756.434082
	Iteration 13Q: 3 clusters Score -1.157774e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -11579616.000000 Penalty: 5756.434082
	Iteration 14Q: 3 clusters Score -1.157962e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -11580927.000000 Penalty: 5756.434082
	Iteration 15Q: 3 clusters Score -1.158093e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -11581928.000000 Penalty: 5756.434082
	Iteration 16Q: 3 clusters Score -1.158193e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 97515 members 
Entering Unmasked Estep 
Score: -11582851.000000 Penalty: 5756.434082
	Iteration 17Q: 3 clusters Score -1.158285e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -11583649.000000 Penalty: 5756.434082
	Iteration 18Q: 3 clusters Score -1.158365e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -11584355.000000 Penalty: 5756.434082
	Iteration 19Q: 3 clusters Score -1.158436e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -11585057.000000 Penalty: 5756.434082
	Iteration 20F: 3 clusters Score -1.158506e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -11585695.000000 Penalty: 5756.434082
	Iteration 21Q: 3 clusters Score -1.15857e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -11586341.000000 Penalty: 5756.434082
	Iteration 22Q: 3 clusters Score -1.158634e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -11586927.000000 Penalty: 5756.434082
	Iteration 23Q: 3 clusters Score -1.158693e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -11587315.000000 Penalty: 5756.434082
	Iteration 24Q: 3 clusters Score -1.158732e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -11587591.000000 Penalty: 5756.434082
	Iteration 25Q: 3 clusters Score -1.158759e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -11587855.000000 Penalty: 5756.434082
	Iteration 26Q: 3 clusters Score -1.158786e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -11588078.000000 Penalty: 5756.434082
	Iteration 27Q: 3 clusters Score -1.158808e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -11588294.000000 Penalty: 5756.434082
	Iteration 28Q: 3 clusters Score -1.158829e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -11588470.000000 Penalty: 5756.434082
	Iteration 29Q: 3 clusters Score -1.158847e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -11588565.000000 Penalty: 5756.434082
	Iteration 30Q: 3 clusters Score -1.158856e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -11588699.000000 Penalty: 5756.434082
	Iteration 31Q: 3 clusters Score -1.15887e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -11588765.000000 Penalty: 5756.434082
	Iteration 32Q: 3 clusters Score -1.158876e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -11588823.000000 Penalty: 5756.434082
	Iteration 33Q: 3 clusters Score -1.158882e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 108768 members 
Entering Unmasked Estep 
Score: -11588875.000000 Penalty: 5756.434082
	Iteration 34Q: 3 clusters Score -1.158888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -11588926.000000 Penalty: 5756.434082
	Iteration 35Q: 3 clusters Score -1.158893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -11588914.000000 Penalty: 5756.434082
	Iteration 36Q: 3 clusters Score -1.158891e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 108893 members 
Entering Unmasked Estep 
Score: -11588905.000000 Penalty: 5756.434082
	Iteration 37Q: 3 clusters Score -1.15889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -11588909.000000 Penalty: 5756.434082
	Iteration 38Q: 3 clusters Score -1.158891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -11588942.000000 Penalty: 5756.434082
	Iteration 39Q: 3 clusters Score -1.158894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -11588946.000000 Penalty: 5756.434082
	Iteration 40F: 3 clusters Score -1.158895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -11588954.000000 Penalty: 5756.434082
	Iteration 41Q: 3 clusters Score -1.158895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -11588971.000000 Penalty: 5756.434082
	Iteration 42Q: 3 clusters Score -1.158897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -11588975.000000 Penalty: 5756.434082
	Iteration 43Q: 3 clusters Score -1.158898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 109006 members 
Entering Unmasked Estep 
Score: -11588987.000000 Penalty: 5756.434082
	Iteration 44Q: 3 clusters Score -1.158899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -11588988.000000 Penalty: 5756.434082
	Iteration 45Q: 3 clusters Score -1.158899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -11588998.000000 Penalty: 5756.434082
	Iteration 46Q: 3 clusters Score -1.1589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 109030 members 
Entering Unmasked Estep 
Score: -11588996.000000 Penalty: 5756.434082
	Iteration 47Q: 3 clusters Score -1.1589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -11589010.000000 Penalty: 5756.434082
	Iteration 48Q: 3 clusters Score -1.158901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 109054 members 
Entering Unmasked Estep 
Score: -11589016.000000 Penalty: 5756.434082
	Iteration 49Q: 3 clusters Score -1.158902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 109062 members 
Entering Unmasked Estep 
Score: -11589024.000000 Penalty: 5756.434082
	Iteration 50Q: 3 clusters Score -1.158902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -11589028.000000 Penalty: 5756.434082
	Iteration 51Q: 3 clusters Score -1.158903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 109075 members 
Entering Unmasked Estep 
Score: -11589030.000000 Penalty: 5756.434082
	Iteration 52Q: 3 clusters Score -1.158903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -11589036.000000 Penalty: 5756.434082
	Iteration 53Q: 3 clusters Score -1.158904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 109083 members 
Entering Unmasked Estep 
Score: -11589028.000000 Penalty: 5756.434082
	Iteration 54Q: 3 clusters Score -1.158903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -11589030.000000 Penalty: 5756.434082
	Iteration 55Q: 3 clusters Score -1.158903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -11589038.000000 Penalty: 5756.434082
	Iteration 56Q: 3 clusters Score -1.158904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -11589035.000000 Penalty: 5756.434082
	Iteration 57Q: 3 clusters Score -1.158904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -11589042.000000 Penalty: 5756.434082
	Iteration 58Q: 3 clusters Score -1.158904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -11589033.000000 Penalty: 5756.434082
	Iteration 59Q: 3 clusters Score -1.158903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -11589036.000000 Penalty: 5756.434082
	Iteration 60F: 3 clusters Score -1.158904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -11589040.000000 Penalty: 5756.434082
	Iteration 61Q: 3 clusters Score -1.158904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -11589038.000000 Penalty: 5756.434082
	Iteration 62Q: 3 clusters Score -1.158904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -11589037.000000 Penalty: 5756.434082
	Iteration 63Q: 3 clusters Score -1.158904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -11589048.000000 Penalty: 5756.434082
	Iteration 64Q: 3 clusters Score -1.158905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 109120 members 
Entering Unmasked Estep 
Score: -11589043.000000 Penalty: 5756.434082
	Iteration 65Q: 3 clusters Score -1.158904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 109123 members 
Entering Unmasked Estep 
Score: -11589048.000000 Penalty: 5756.434082
	Iteration 66Q: 3 clusters Score -1.158905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -11589051.000000 Penalty: 5756.434082
	Iteration 67Q: 3 clusters Score -1.158905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 109130 members 
Entering Unmasked Estep 
Score: -11589048.000000 Penalty: 5756.434082
	Iteration 68Q: 3 clusters Score -1.158905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -11589054.000000 Penalty: 5756.434082
	Iteration 69Q: 3 clusters Score -1.158905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -11589049.000000 Penalty: 5756.434082
	Iteration 70Q: 3 clusters Score -1.158905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -11589046.000000 Penalty: 5756.434082
	Iteration 71Q: 3 clusters Score -1.158905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -11589046.000000 Penalty: 5756.434082
	Iteration 72F: 3 clusters Score -1.158905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -394890.187500 Penalty: 2059.514648
	Iteration 0F: 2 clusters Score -394890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -390984.812500 Penalty: 4119.029297
	Iteration 0F: 3 clusters Score -390984.8 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -391879.250000 Penalty: 4119.029297
	Iteration 1F: 3 clusters Score -391879.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -392113.312500 Penalty: 4119.029297
	Iteration 2F: 3 clusters Score -392113.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -392314.343750 Penalty: 4119.029297
	Iteration 3F: 3 clusters Score -392314.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -392532.750000 Penalty: 4119.029297
	Iteration 4F: 3 clusters Score -392532.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -392720.468750 Penalty: 4119.029297
	Iteration 5Q: 3 clusters Score -392720.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -392857.312500 Penalty: 4119.029297
	Iteration 6Q: 3 clusters Score -392857.3 nChanged 147
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: -392992.156250 Penalty: 4119.029297
	Iteration 7Q: 3 clusters Score -392992.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -393156.500000 Penalty: 4119.029297
	Iteration 8Q: 3 clusters Score -393156.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -393374.500000 Penalty: 4119.029297
	Iteration 9Q: 3 clusters Score -393374.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -393593.625000 Penalty: 4119.029297
	Iteration 10Q: 3 clusters Score -393593.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -393800.562500 Penalty: 4119.029297
	Iteration 11Q: 3 clusters Score -393800.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -393986.468750 Penalty: 4119.029297
	Iteration 12Q: 3 clusters Score -393986.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -394146.125000 Penalty: 4119.029297
	Iteration 13Q: 3 clusters Score -394146.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -394241.812500 Penalty: 4119.029297
	Iteration 14Q: 3 clusters Score -394241.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -394288.031250 Penalty: 4119.029297
	Iteration 15Q: 3 clusters Score -394288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -394328.187500 Penalty: 4119.029297
	Iteration 16Q: 3 clusters Score -394328.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -394349.125000 Penalty: 4119.029297
	Iteration 17Q: 3 clusters Score -394349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -394366.625000 Penalty: 4119.029297
	Iteration 18Q: 3 clusters Score -394366.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -394372.593750 Penalty: 4119.029297
	Iteration 19Q: 3 clusters Score -394372.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -394385.656250 Penalty: 4119.029297
	Iteration 20F: 3 clusters Score -394385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -394390.312500 Penalty: 4119.029297
	Iteration 21Q: 3 clusters Score -394390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -394392.312500 Penalty: 4119.029297
	Iteration 22Q: 3 clusters Score -394392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -394395.687500 Penalty: 4119.029297
	Iteration 23Q: 3 clusters Score -394395.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -394398.843750 Penalty: 4119.029297
	Iteration 24Q: 3 clusters Score -394398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394401.562500 Penalty: 4119.029297
	Iteration 25Q: 3 clusters Score -394401.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -394403.625000 Penalty: 4119.029297
	Iteration 26Q: 3 clusters Score -394403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -394406.156250 Penalty: 4119.029297
	Iteration 27Q: 3 clusters Score -394406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -394409.250000 Penalty: 4119.029297
	Iteration 28Q: 3 clusters Score -394409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -394411.968750 Penalty: 4119.029297
	Iteration 29Q: 3 clusters Score -394412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -394412.375000 Penalty: 4119.029297
	Iteration 30Q: 3 clusters Score -394412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -394413.312500 Penalty: 4119.029297
	Iteration 31Q: 3 clusters Score -394413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -394413.750000 Penalty: 4119.029297
	Iteration 32Q: 3 clusters Score -394413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -394413.750000 Penalty: 4119.029297
	Iteration 33F: 3 clusters Score -394413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -164922.250000 Penalty: 1909.560913
	Iteration 0F: 2 clusters Score -164922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -162164.359375 Penalty: 3819.121826
	Iteration 0F: 3 clusters Score -162164.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -162709.062500 Penalty: 3819.121826
	Iteration 1F: 3 clusters Score -162709.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -162923.468750 Penalty: 3819.121826
	Iteration 2F: 3 clusters Score -162923.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -163091.187500 Penalty: 3819.121826
	Iteration 3F: 3 clusters Score -163091.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -163216.828125 Penalty: 3819.121826
	Iteration 4F: 3 clusters Score -163216.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -163316.968750 Penalty: 3819.121826
	Iteration 5Q: 3 clusters Score -163317 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -163440.421875 Penalty: 3819.121826
	Iteration 6Q: 3 clusters Score -163440.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -163576.890625 Penalty: 3819.121826
	Iteration 7Q: 3 clusters Score -163576.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -163707.515625 Penalty: 3819.121826
	Iteration 8Q: 3 clusters Score -163707.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -163808.125000 Penalty: 3819.121826
	Iteration 9Q: 3 clusters Score -163808.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -163886.203125 Penalty: 3819.121826
	Iteration 10Q: 3 clusters Score -163886.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -163959.562500 Penalty: 3819.121826
	Iteration 11Q: 3 clusters Score -163959.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -164029.843750 Penalty: 3819.121826
	Iteration 12Q: 3 clusters Score -164029.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -164076.078125 Penalty: 3819.121826
	Iteration 13Q: 3 clusters Score -164076.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -164110.656250 Penalty: 3819.121826
	Iteration 14Q: 3 clusters Score -164110.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -164128.609375 Penalty: 3819.121826
	Iteration 15Q: 3 clusters Score -164128.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -164144.250000 Penalty: 3819.121826
	Iteration 16Q: 3 clusters Score -164144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -164154.406250 Penalty: 3819.121826
	Iteration 17Q: 3 clusters Score -164154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -164160.781250 Penalty: 3819.121826
	Iteration 18Q: 3 clusters Score -164160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -164163.203125 Penalty: 3819.121826
	Iteration 19Q: 3 clusters Score -164163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -164168.437500 Penalty: 3819.121826
	Iteration 20F: 3 clusters Score -164168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -164173.171875 Penalty: 3819.121826
	Iteration 21Q: 3 clusters Score -164173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -164175.984375 Penalty: 3819.121826
	Iteration 22Q: 3 clusters Score -164176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -164178.328125 Penalty: 3819.121826
	Iteration 23Q: 3 clusters Score -164178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -164178.843750 Penalty: 3819.121826
	Iteration 24Q: 3 clusters Score -164178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -164179.921875 Penalty: 3819.121826
	Iteration 25Q: 3 clusters Score -164179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -164181.265625 Penalty: 3819.121826
	Iteration 26Q: 3 clusters Score -164181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -164182.000000 Penalty: 3819.121826
	Iteration 27Q: 3 clusters Score -164182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -164182.578125 Penalty: 3819.121826
	Iteration 28Q: 3 clusters Score -164182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -164182.578125 Penalty: 3819.121826
	Iteration 29F: 3 clusters Score -164182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -138248.375000 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -138248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -135726.968750 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -135727 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -136148.765625 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -136148.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136281.078125 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -136281.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -136340.265625 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -136340.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -136374.281250 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -136374.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -136397.140625 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -136397.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136423.578125 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -136423.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136451.671875 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -136451.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136478.921875 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -136478.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136509.343750 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -136509.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136530.359375 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -136530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136542.546875 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -136542.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136560.234375 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -136560.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136578.562500 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -136578.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -136593.093750 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -136593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -136604.609375 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -136604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -136614.562500 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -136614.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -136627.578125 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -136627.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136636.375000 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -136636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -136644.531250 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -136644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -136650.281250 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -136650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136655.656250 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -136655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136658.015625 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -136658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136661.812500 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -136661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136662.796875 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -136662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136665.093750 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -136665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136666.234375 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -136666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136666.921875 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -136666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136668.500000 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -136668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -136672.046875 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -136672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -136674.656250 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -136674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -136679.562500 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -136679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -136685.500000 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -136685.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136691.421875 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -136691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -136696.484375 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -136696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -136701.437500 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -136701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -136703.781250 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -136703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136706.562500 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -136706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136706.906250 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -136706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -136706.906250 Penalty: 3716.961426
	Iteration 39F: 3 clusters Score -136706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Entering Unmasked Estep 
Score: -703233.687500 Penalty: 2196.451904
	Iteration 0F: 2 clusters Score -703233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -697487.125000 Penalty: 4392.903809
	Iteration 0F: 3 clusters Score -697487.1 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -699088.437500 Penalty: 4392.903809
	Iteration 1F: 3 clusters Score -699088.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -699397.562500 Penalty: 4392.903809
	Iteration 2F: 3 clusters Score -699397.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -699610.125000 Penalty: 4392.903809
	Iteration 3F: 3 clusters Score -699610.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -699775.812500 Penalty: 4392.903809
	Iteration 4Q: 3 clusters Score -699775.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -699969.750000 Penalty: 4392.903809
	Iteration 5Q: 3 clusters Score -699969.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -700219.375000 Penalty: 4392.903809
	Iteration 6Q: 3 clusters Score -700219.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -700554.562500 Penalty: 4392.903809
	Iteration 7F: 3 clusters Score -700554.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -700968.250000 Penalty: 4392.903809
	Iteration 8F: 3 clusters Score -700968.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -701384.187500 Penalty: 4392.903809
	Iteration 9F: 3 clusters Score -701384.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -701746.750000 Penalty: 4392.903809
	Iteration 10Q: 3 clusters Score -701746.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -702028.500000 Penalty: 4392.903809
	Iteration 11Q: 3 clusters Score -702028.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -702193.500000 Penalty: 4392.903809
	Iteration 12Q: 3 clusters Score -702193.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -702262.062500 Penalty: 4392.903809
	Iteration 13Q: 3 clusters Score -702262.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -702298.937500 Penalty: 4392.903809
	Iteration 14Q: 3 clusters Score -702298.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -702318.750000 Penalty: 4392.903809
	Iteration 15Q: 3 clusters Score -702318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -702328.375000 Penalty: 4392.903809
	Iteration 16Q: 3 clusters Score -702328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -702334.562500 Penalty: 4392.903809
	Iteration 17Q: 3 clusters Score -702334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -702337.750000 Penalty: 4392.903809
	Iteration 18Q: 3 clusters Score -702337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -702342.875000 Penalty: 4392.903809
	Iteration 19Q: 3 clusters Score -702342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -702368.000000 Penalty: 4392.903809
	Iteration 20F: 3 clusters Score -702368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -702375.812500 Penalty: 4392.903809
	Iteration 21Q: 3 clusters Score -702375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -702382.187500 Penalty: 4392.903809
	Iteration 22Q: 3 clusters Score -702382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -702384.187500 Penalty: 4392.903809
	Iteration 23Q: 3 clusters Score -702384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -702385.812500 Penalty: 4392.903809
	Iteration 24Q: 3 clusters Score -702385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -702385.875000 Penalty: 4392.903809
	Iteration 25Q: 3 clusters Score -702385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -702385.875000 Penalty: 4392.903809
	Iteration 26Q: 3 clusters Score -702385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -702387.187500 Penalty: 4392.903809
	Iteration 27Q: 3 clusters Score -702387.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -702387.187500 Penalty: 4392.903809
	Iteration 28F: 3 clusters Score -702387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -68183.460938 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -68183.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66137.523438 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -66137.52 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66532.242188 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -66532.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66717.421875 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -66717.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66799.929688 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -66799.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66857.585938 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -66857.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66897.679688 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -66897.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66932.343750 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -66932.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66968.843750 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -66968.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67001.250000 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -67001.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -67046.046875 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -67046.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -67108.500000 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -67108.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -67176.898438 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -67176.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67231.843750 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -67231.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67267.382812 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -67267.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -67309.070312 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -67309.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -67340.781250 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -67340.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67369.265625 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -67369.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -67385.234375 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -67385.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -67407.156250 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -67407.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67414.484375 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -67414.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -67419.960938 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -67419.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -67425.171875 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -67425.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -67440.390625 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -67440.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67472.609375 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -67472.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -67513.843750 Penalty: 3472.617676
	Iteration 24Q: 3 clusters Score -67513.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67545.343750 Penalty: 3472.617676
	Iteration 25Q: 3 clusters Score -67545.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67565.257812 Penalty: 3472.617676
	Iteration 26Q: 3 clusters Score -67565.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67580.828125 Penalty: 3472.617676
	Iteration 27Q: 3 clusters Score -67580.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -67599.617188 Penalty: 3472.617676
	Iteration 28Q: 3 clusters Score -67599.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -67620.281250 Penalty: 3472.617676
	Iteration 29Q: 3 clusters Score -67620.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67632.382812 Penalty: 3472.617676
	Iteration 30Q: 3 clusters Score -67632.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -67638.414062 Penalty: 3472.617676
	Iteration 31Q: 3 clusters Score -67638.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -67639.343750 Penalty: 3472.617676
	Iteration 32Q: 3 clusters Score -67639.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -67643.820312 Penalty: 3472.617676
	Iteration 33Q: 3 clusters Score -67643.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -67649.492188 Penalty: 3472.617676
	Iteration 34Q: 3 clusters Score -67649.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67655.328125 Penalty: 3472.617676
	Iteration 35Q: 3 clusters Score -67655.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67656.117188 Penalty: 3472.617676
	Iteration 36Q: 3 clusters Score -67656.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67658.367188 Penalty: 3472.617676
	Iteration 37Q: 3 clusters Score -67658.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -67660.851562 Penalty: 3472.617676
	Iteration 38Q: 3 clusters Score -67660.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67662.257812 Penalty: 3472.617676
	Iteration 39Q: 3 clusters Score -67662.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67662.257812 Penalty: 3472.617676
	Iteration 40F: 3 clusters Score -67662.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -127779.171875 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -127779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -125306.140625 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -125306.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -125823.335938 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -125823.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -126174.343750 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -126174.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -126517.289062 Penalty: 3705.796143
	Iteration 3F: 3 clusters Score -126517.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -126771.375000 Penalty: 3705.796143
	Iteration 4F: 3 clusters Score -126771.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127013.765625 Penalty: 3705.796143
	Iteration 5F: 3 clusters Score -127013.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -127193.906250 Penalty: 3705.796143
	Iteration 6F: 3 clusters Score -127193.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127316.945312 Penalty: 3705.796143
	Iteration 7Q: 3 clusters Score -127316.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -127387.382812 Penalty: 3705.796143
	Iteration 8Q: 3 clusters Score -127387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127420.773438 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -127420.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127436.531250 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -127436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -127441.882812 Penalty: 3705.796143
	Iteration 11Q: 3 clusters Score -127441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127444.835938 Penalty: 3705.796143
	Iteration 12Q: 3 clusters Score -127444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127446.625000 Penalty: 3705.796143
	Iteration 13Q: 3 clusters Score -127446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127447.789062 Penalty: 3705.796143
	Iteration 14Q: 3 clusters Score -127447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127449.421875 Penalty: 3705.796143
	Iteration 15Q: 3 clusters Score -127449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127450.257812 Penalty: 3705.796143
	Iteration 16Q: 3 clusters Score -127450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127450.257812 Penalty: 3705.796143
	Iteration 17F: 3 clusters Score -127450.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -82955.773438 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -82955.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81078.640625 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -81078.64 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81499.765625 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -81499.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81649.937500 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -81649.94 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81772.609375 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -81772.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81842.710938 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -81842.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81904.648438 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -81904.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81941.671875 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -81941.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81970.640625 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -81970.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82029.296875 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -82029.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82096.367188 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -82096.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82155.281250 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -82155.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82212.976562 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -82212.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82274.156250 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -82274.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82350.617188 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -82350.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82398.695312 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -82398.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82431.343750 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -82431.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82447.203125 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -82447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82453.539062 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -82453.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82455.359375 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -82455.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82458.960938 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -82458.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82494.578125 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -82494.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82553.593750 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -82553.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82572.406250 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -82572.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82583.929688 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -82583.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82588.203125 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -82588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82591.804688 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -82591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82595.984375 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -82595.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82598.593750 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -82598.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82599.601562 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -82599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82599.601562 Penalty: 3463.500000
	Iteration 29F: 3 clusters Score -82599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (138102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Entering Unmasked Estep 
Score: -13577459.000000 Penalty: 2935.265381
	Iteration 0F: 2 clusters Score -1.357746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -13491283.000000 Penalty: 5870.530762
	Iteration 0F: 3 clusters Score -1.349128e+07 nChanged 65790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -13529430.000000 Penalty: 5870.530762
	Iteration 1F: 3 clusters Score -1.352943e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -13530750.000000 Penalty: 5870.530762
	Iteration 2Q: 3 clusters Score -1.353075e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -13532820.000000 Penalty: 5870.530762
	Iteration 3Q: 3 clusters Score -1.353282e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -13536370.000000 Penalty: 5870.530762
	Iteration 4F: 3 clusters Score -1.353637e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -13542525.000000 Penalty: 5870.530762
	Iteration 5F: 3 clusters Score -1.354252e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 107893 members 
Entering Unmasked Estep 
Score: -13552507.000000 Penalty: 5870.530762
	Iteration 6F: 3 clusters Score -1.355251e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -13564134.000000 Penalty: 5870.530762
	Iteration 7F: 3 clusters Score -1.356413e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 129505 members 
Entering Unmasked Estep 
Score: -13571471.000000 Penalty: 5870.530762
	Iteration 8F: 3 clusters Score -1.357147e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -13573918.000000 Penalty: 5870.530762
	Iteration 9Q: 3 clusters Score -1.357392e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 136559 members 
Entering Unmasked Estep 
Score: -13574673.000000 Penalty: 5870.530762
	Iteration 10Q: 3 clusters Score -1.357467e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 137251 members 
Entering Unmasked Estep 
Score: -13574882.000000 Penalty: 5870.530762
	Iteration 11Q: 3 clusters Score -1.357488e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -13574995.000000 Penalty: 5870.530762
	Iteration 12Q: 3 clusters Score -1.3575e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -13575095.000000 Penalty: 5870.530762
	Iteration 13Q: 3 clusters Score -1.35751e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -13575148.000000 Penalty: 5870.530762
	Iteration 14Q: 3 clusters Score -1.357515e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -13575148.000000 Penalty: 5870.530762
	Iteration 15Q: 3 clusters Score -1.357515e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -13575179.000000 Penalty: 5870.530762
	Iteration 16Q: 3 clusters Score -1.357518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 137680 members 
Entering Unmasked Estep 
Score: -13575210.000000 Penalty: 5870.530762
	Iteration 17Q: 3 clusters Score -1.357521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -13575227.000000 Penalty: 5870.530762
	Iteration 18Q: 3 clusters Score -1.357523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 137703 members 
Entering Unmasked Estep 
Score: -13575243.000000 Penalty: 5870.530762
	Iteration 19Q: 3 clusters Score -1.357524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 137710 members 
Entering Unmasked Estep 
Score: -13575241.000000 Penalty: 5870.530762
	Iteration 20F: 3 clusters Score -1.357524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 137713 members 
Entering Unmasked Estep 
Score: -13575271.000000 Penalty: 5870.530762
	Iteration 21Q: 3 clusters Score -1.357527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -13575277.000000 Penalty: 5870.530762
	Iteration 22Q: 3 clusters Score -1.357528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 137717 members 
Entering Unmasked Estep 
Score: -13575279.000000 Penalty: 5870.530762
	Iteration 23Q: 3 clusters Score -1.357528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -13575283.000000 Penalty: 5870.530762
	Iteration 24Q: 3 clusters Score -1.357528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -13575280.000000 Penalty: 5870.530762
	Iteration 25Q: 3 clusters Score -1.357528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137721 members 
Entering Unmasked Estep 
Score: -13575285.000000 Penalty: 5870.530762
	Iteration 26Q: 3 clusters Score -1.357528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 137725 members 
Entering Unmasked Estep 
Score: -13575287.000000 Penalty: 5870.530762
	Iteration 27Q: 3 clusters Score -1.357529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 137725 members 
Entering Unmasked Estep 
Score: -13575295.000000 Penalty: 5870.530762
	Iteration 28Q: 3 clusters Score -1.35753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -13575297.000000 Penalty: 5870.530762
	Iteration 29Q: 3 clusters Score -1.35753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -13575302.000000 Penalty: 5870.530762
	Iteration 30Q: 3 clusters Score -1.35753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -13575308.000000 Penalty: 5870.530762
	Iteration 31Q: 3 clusters Score -1.357531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -13575310.000000 Penalty: 5870.530762
	Iteration 32Q: 3 clusters Score -1.357531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -13575315.000000 Penalty: 5870.530762
	Iteration 33Q: 3 clusters Score -1.357532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -13575302.000000 Penalty: 5870.530762
	Iteration 34Q: 3 clusters Score -1.35753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 137719 members 
Entering Unmasked Estep 
Score: -13575300.000000 Penalty: 5870.530762
	Iteration 35Q: 3 clusters Score -1.35753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 137719 members 
Entering Unmasked Estep 
Score: -13575315.000000 Penalty: 5870.530762
	Iteration 36Q: 3 clusters Score -1.357532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -13575312.000000 Penalty: 5870.530762
	Iteration 37Q: 3 clusters Score -1.357531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -13575312.000000 Penalty: 5870.530762
	Iteration 38Q: 3 clusters Score -1.357531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 137720 members 
Entering Unmasked Estep 
Score: -13575310.000000 Penalty: 5870.530762
	Iteration 39Q: 3 clusters Score -1.357531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -13575311.000000 Penalty: 5870.530762
	Iteration 40F: 3 clusters Score -1.357531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137721 members 
Entering Unmasked Estep 
Score: -13575316.000000 Penalty: 5870.530762
	Iteration 41Q: 3 clusters Score -1.357532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 137721 members 
Entering Unmasked Estep 
Score: -13575316.000000 Penalty: 5870.530762
	Iteration 42F: 3 clusters Score -1.357532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (107372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Entering Unmasked Estep 
Score: -11495762.000000 Penalty: 2872.845703
	Iteration 0F: 2 clusters Score -1.149576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -11429387.000000 Penalty: 5745.691406
	Iteration 0F: 3 clusters Score -1.142939e+07 nChanged 50863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -11458301.000000 Penalty: 5745.691406
	Iteration 1F: 3 clusters Score -1.14583e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -11459059.000000 Penalty: 5745.691406
	Iteration 2Q: 3 clusters Score -1.145906e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -11460071.000000 Penalty: 5745.691406
	Iteration 3Q: 3 clusters Score -1.146007e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -11461520.000000 Penalty: 5745.691406
	Iteration 4Q: 3 clusters Score -1.146152e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -11463406.000000 Penalty: 5745.691406
	Iteration 5Q: 3 clusters Score -1.146341e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -11465765.000000 Penalty: 5745.691406
	Iteration 6F: 3 clusters Score -1.146576e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -11468300.000000 Penalty: 5745.691406
	Iteration 7F: 3 clusters Score -1.14683e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -11470748.000000 Penalty: 5745.691406
	Iteration 8F: 3 clusters Score -1.147075e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -11472568.000000 Penalty: 5745.691406
	Iteration 9Q: 3 clusters Score -1.147257e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -11474093.000000 Penalty: 5745.691406
	Iteration 10Q: 3 clusters Score -1.147409e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -11475001.000000 Penalty: 5745.691406
	Iteration 11Q: 3 clusters Score -1.1475e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -11475746.000000 Penalty: 5745.691406
	Iteration 12Q: 3 clusters Score -1.147575e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -11476522.000000 Penalty: 5745.691406
	Iteration 13Q: 3 clusters Score -1.147652e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -11477388.000000 Penalty: 5745.691406
	Iteration 14Q: 3 clusters Score -1.147739e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -11478376.000000 Penalty: 5745.691406
	Iteration 15Q: 3 clusters Score -1.147838e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -11479538.000000 Penalty: 5745.691406
	Iteration 16Q: 3 clusters Score -1.147954e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -11481128.000000 Penalty: 5745.691406
	Iteration 17Q: 3 clusters Score -1.148113e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -11482902.000000 Penalty: 5745.691406
	Iteration 18Q: 3 clusters Score -1.14829e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -11484867.000000 Penalty: 5745.691406
	Iteration 19Q: 3 clusters Score -1.148487e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -11486812.000000 Penalty: 5745.691406
	Iteration 20F: 3 clusters Score -1.148681e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -11488762.000000 Penalty: 5745.691406
	Iteration 21Q: 3 clusters Score -1.148876e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -11490345.000000 Penalty: 5745.691406
	Iteration 22Q: 3 clusters Score -1.149034e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 87246 members 
Entering Unmasked Estep 
Score: -11491759.000000 Penalty: 5745.691406
	Iteration 23Q: 3 clusters Score -1.149176e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -11492776.000000 Penalty: 5745.691406
	Iteration 24Q: 3 clusters Score -1.149278e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -11493764.000000 Penalty: 5745.691406
	Iteration 25Q: 3 clusters Score -1.149376e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -11494350.000000 Penalty: 5745.691406
	Iteration 26Q: 3 clusters Score -1.149435e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -11494822.000000 Penalty: 5745.691406
	Iteration 27Q: 3 clusters Score -1.149482e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -11495100.000000 Penalty: 5745.691406
	Iteration 28Q: 3 clusters Score -1.14951e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -11495310.000000 Penalty: 5745.691406
	Iteration 29Q: 3 clusters Score -1.149531e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -11495443.000000 Penalty: 5745.691406
	Iteration 30Q: 3 clusters Score -1.149544e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -11495528.000000 Penalty: 5745.691406
	Iteration 31Q: 3 clusters Score -1.149553e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -11495564.000000 Penalty: 5745.691406
	Iteration 32Q: 3 clusters Score -1.149556e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -11495604.000000 Penalty: 5745.691406
	Iteration 33Q: 3 clusters Score -1.14956e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -11495621.000000 Penalty: 5745.691406
	Iteration 34Q: 3 clusters Score -1.149562e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 101444 members 
Entering Unmasked Estep 
Score: -11495628.000000 Penalty: 5745.691406
	Iteration 35Q: 3 clusters Score -1.149563e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -11495639.000000 Penalty: 5745.691406
	Iteration 36Q: 3 clusters Score -1.149564e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -11495646.000000 Penalty: 5745.691406
	Iteration 37Q: 3 clusters Score -1.149565e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -11495664.000000 Penalty: 5745.691406
	Iteration 38Q: 3 clusters Score -1.149566e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -11495674.000000 Penalty: 5745.691406
	Iteration 39Q: 3 clusters Score -1.149567e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -11495680.000000 Penalty: 5745.691406
	Iteration 40F: 3 clusters Score -1.149568e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -11495666.000000 Penalty: 5745.691406
	Iteration 41Q: 3 clusters Score -1.149567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 102021 members 
Entering Unmasked Estep 
Score: -11495673.000000 Penalty: 5745.691406
	Iteration 42Q: 3 clusters Score -1.149567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -11495663.000000 Penalty: 5745.691406
	Iteration 43Q: 3 clusters Score -1.149566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -11495665.000000 Penalty: 5745.691406
	Iteration 44Q: 3 clusters Score -1.149566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -11495655.000000 Penalty: 5745.691406
	Iteration 45Q: 3 clusters Score -1.149566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -11495658.000000 Penalty: 5745.691406
	Iteration 46Q: 3 clusters Score -1.149566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -11495654.000000 Penalty: 5745.691406
	Iteration 47Q: 3 clusters Score -1.149565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -11495650.000000 Penalty: 5745.691406
	Iteration 48Q: 3 clusters Score -1.149565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 102162 members 
Entering Unmasked Estep 
Score: -11495657.000000 Penalty: 5745.691406
	Iteration 49Q: 3 clusters Score -1.149566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -11495659.000000 Penalty: 5745.691406
	Iteration 50Q: 3 clusters Score -1.149566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -11495657.000000 Penalty: 5745.691406
	Iteration 51Q: 3 clusters Score -1.149566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -11495660.000000 Penalty: 5745.691406
	Iteration 52Q: 3 clusters Score -1.149566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -11495655.000000 Penalty: 5745.691406
	Iteration 53Q: 3 clusters Score -1.149566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -11495665.000000 Penalty: 5745.691406
	Iteration 54Q: 3 clusters Score -1.149566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 102201 members 
Entering Unmasked Estep 
Score: -11495662.000000 Penalty: 5745.691406
	Iteration 55Q: 3 clusters Score -1.149566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -11495661.000000 Penalty: 5745.691406
	Iteration 56Q: 3 clusters Score -1.149566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -11495661.000000 Penalty: 5745.691406
	Iteration 57Q: 3 clusters Score -1.149566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 102223 members 
Entering Unmasked Estep 
Score: -11495662.000000 Penalty: 5745.691406
	Iteration 58Q: 3 clusters Score -1.149566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -11495662.000000 Penalty: 5745.691406
	Iteration 59Q: 3 clusters Score -1.149566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -11495658.000000 Penalty: 5745.691406
	Iteration 60F: 3 clusters Score -1.149566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -11495658.000000 Penalty: 5745.691406
	Iteration 61Q: 3 clusters Score -1.149566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 102253 members 
Entering Unmasked Estep 
Score: -11495655.000000 Penalty: 5745.691406
	Iteration 62Q: 3 clusters Score -1.149566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 102263 members 
Entering Unmasked Estep 
Score: -11495668.000000 Penalty: 5745.691406
	Iteration 63Q: 3 clusters Score -1.149567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -11495665.000000 Penalty: 5745.691406
	Iteration 64Q: 3 clusters Score -1.149566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -11495661.000000 Penalty: 5745.691406
	Iteration 65Q: 3 clusters Score -1.149566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -11495664.000000 Penalty: 5745.691406
	Iteration 66Q: 3 clusters Score -1.149566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -11495664.000000 Penalty: 5745.691406
	Iteration 67F: 3 clusters Score -1.149566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -391065.718750 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -391065.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -386444.812500 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -386444.8 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -387640.656250 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -387640.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -387905.093750 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -387905.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -388067.031250 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -388067 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -388179.031250 Penalty: 4224.229980
	Iteration 4Q: 3 clusters Score -388179 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -388261.687500 Penalty: 4224.229980
	Iteration 5Q: 3 clusters Score -388261.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -388338.750000 Penalty: 4224.229980
	Iteration 6Q: 3 clusters Score -388338.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -388419.000000 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -388419 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -388496.343750 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -388496.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -388586.062500 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -388586.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -388664.906250 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -388664.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -388741.718750 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -388741.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -388818.875000 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -388818.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -388899.687500 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -388899.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -388976.562500 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -388976.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -389042.687500 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -389042.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -389113.562500 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -389113.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -389164.312500 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -389164.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -389208.437500 Penalty: 4224.229980
	Iteration 18Q: 3 clusters Score -389208.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -389267.218750 Penalty: 4224.229980
	Iteration 19Q: 3 clusters Score -389267.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -389320.781250 Penalty: 4224.229980
	Iteration 20F: 3 clusters Score -389320.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -389372.781250 Penalty: 4224.229980
	Iteration 21Q: 3 clusters Score -389372.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -389412.625000 Penalty: 4224.229980
	Iteration 22Q: 3 clusters Score -389412.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -389444.281250 Penalty: 4224.229980
	Iteration 23Q: 3 clusters Score -389444.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -389471.031250 Penalty: 4224.229980
	Iteration 24Q: 3 clusters Score -389471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -389486.468750 Penalty: 4224.229980
	Iteration 25Q: 3 clusters Score -389486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -389497.000000 Penalty: 4224.229980
	Iteration 26Q: 3 clusters Score -389497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -389505.031250 Penalty: 4224.229980
	Iteration 27Q: 3 clusters Score -389505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -389515.937500 Penalty: 4224.229980
	Iteration 28Q: 3 clusters Score -389515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -389520.968750 Penalty: 4224.229980
	Iteration 29Q: 3 clusters Score -389521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -389520.968750 Penalty: 4224.229980
	Iteration 30Q: 3 clusters Score -389521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -389520.968750 Penalty: 4224.229980
	Iteration 31F: 3 clusters Score -389521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Entering Unmasked Estep 
Score: -331760.281250 Penalty: 2071.608887
	Iteration 0F: 2 clusters Score -331760.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -327751.281250 Penalty: 4143.217773
	Iteration 0F: 3 clusters Score -327751.3 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -328660.156250 Penalty: 4143.217773
	Iteration 1F: 3 clusters Score -328660.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -328907.437500 Penalty: 4143.217773
	Iteration 2F: 3 clusters Score -328907.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -329117.437500 Penalty: 4143.217773
	Iteration 3F: 3 clusters Score -329117.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -329306.718750 Penalty: 4143.217773
	Iteration 4Q: 3 clusters Score -329306.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -329472.187500 Penalty: 4143.217773
	Iteration 5Q: 3 clusters Score -329472.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -329638.656250 Penalty: 4143.217773
	Iteration 6Q: 3 clusters Score -329638.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -329761.625000 Penalty: 4143.217773
	Iteration 7Q: 3 clusters Score -329761.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -329853.562500 Penalty: 4143.217773
	Iteration 8Q: 3 clusters Score -329853.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -329911.718750 Penalty: 4143.217773
	Iteration 9Q: 3 clusters Score -329911.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -329957.343750 Penalty: 4143.217773
	Iteration 10Q: 3 clusters Score -329957.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -329985.500000 Penalty: 4143.217773
	Iteration 11Q: 3 clusters Score -329985.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -330000.218750 Penalty: 4143.217773
	Iteration 12Q: 3 clusters Score -330000.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -330013.718750 Penalty: 4143.217773
	Iteration 13Q: 3 clusters Score -330013.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -330026.281250 Penalty: 4143.217773
	Iteration 14Q: 3 clusters Score -330026.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -330035.625000 Penalty: 4143.217773
	Iteration 15Q: 3 clusters Score -330035.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -330044.062500 Penalty: 4143.217773
	Iteration 16Q: 3 clusters Score -330044.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -330051.812500 Penalty: 4143.217773
	Iteration 17Q: 3 clusters Score -330051.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -330059.000000 Penalty: 4143.217773
	Iteration 18Q: 3 clusters Score -330059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -330066.468750 Penalty: 4143.217773
	Iteration 19Q: 3 clusters Score -330066.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -330073.625000 Penalty: 4143.217773
	Iteration 20F: 3 clusters Score -330073.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -330078.562500 Penalty: 4143.217773
	Iteration 21Q: 3 clusters Score -330078.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -330083.843750 Penalty: 4143.217773
	Iteration 22Q: 3 clusters Score -330083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -330087.656250 Penalty: 4143.217773
	Iteration 23Q: 3 clusters Score -330087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -330089.500000 Penalty: 4143.217773
	Iteration 24Q: 3 clusters Score -330089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -330090.062500 Penalty: 4143.217773
	Iteration 25Q: 3 clusters Score -330090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -330091.312500 Penalty: 4143.217773
	Iteration 26Q: 3 clusters Score -330091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -330093.468750 Penalty: 4143.217773
	Iteration 27Q: 3 clusters Score -330093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -330095.218750 Penalty: 4143.217773
	Iteration 28Q: 3 clusters Score -330095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -330098.062500 Penalty: 4143.217773
	Iteration 29Q: 3 clusters Score -330098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -330099.312500 Penalty: 4143.217773
	Iteration 30Q: 3 clusters Score -330099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -330100.781250 Penalty: 4143.217773
	Iteration 31Q: 3 clusters Score -330100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -330102.593750 Penalty: 4143.217773
	Iteration 32Q: 3 clusters Score -330102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -330104.750000 Penalty: 4143.217773
	Iteration 33Q: 3 clusters Score -330104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -330108.250000 Penalty: 4143.217773
	Iteration 34Q: 3 clusters Score -330108.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -330114.968750 Penalty: 4143.217773
	Iteration 35Q: 3 clusters Score -330115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -330122.281250 Penalty: 4143.217773
	Iteration 36Q: 3 clusters Score -330122.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -330128.968750 Penalty: 4143.217773
	Iteration 37Q: 3 clusters Score -330129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -330135.281250 Penalty: 4143.217773
	Iteration 38Q: 3 clusters Score -330135.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -330138.593750 Penalty: 4143.217773
	Iteration 39Q: 3 clusters Score -330138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -330141.500000 Penalty: 4143.217773
	Iteration 40F: 3 clusters Score -330141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -330145.218750 Penalty: 4143.217773
	Iteration 41Q: 3 clusters Score -330145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -330148.156250 Penalty: 4143.217773
	Iteration 42Q: 3 clusters Score -330148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -330152.500000 Penalty: 4143.217773
	Iteration 43Q: 3 clusters Score -330152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -330156.656250 Penalty: 4143.217773
	Iteration 44Q: 3 clusters Score -330156.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -330163.281250 Penalty: 4143.217773
	Iteration 45Q: 3 clusters Score -330163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -330167.187500 Penalty: 4143.217773
	Iteration 46Q: 3 clusters Score -330167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -330171.062500 Penalty: 4143.217773
	Iteration 47Q: 3 clusters Score -330171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -330174.250000 Penalty: 4143.217773
	Iteration 48Q: 3 clusters Score -330174.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -330177.343750 Penalty: 4143.217773
	Iteration 49Q: 3 clusters Score -330177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -330181.031250 Penalty: 4143.217773
	Iteration 50Q: 3 clusters Score -330181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -330182.406250 Penalty: 4143.217773
	Iteration 51Q: 3 clusters Score -330182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -330186.187500 Penalty: 4143.217773
	Iteration 52Q: 3 clusters Score -330186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -330188.468750 Penalty: 4143.217773
	Iteration 53Q: 3 clusters Score -330188.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -330190.781250 Penalty: 4143.217773
	Iteration 54Q: 3 clusters Score -330190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -330192.968750 Penalty: 4143.217773
	Iteration 55Q: 3 clusters Score -330193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -330194.812500 Penalty: 4143.217773
	Iteration 56Q: 3 clusters Score -330194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -330195.468750 Penalty: 4143.217773
	Iteration 57Q: 3 clusters Score -330195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -330195.656250 Penalty: 4143.217773
	Iteration 58Q: 3 clusters Score -330195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -330195.656250 Penalty: 4143.217773
	Iteration 59F: 3 clusters Score -330195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -397083.718750 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -397083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -392489.156250 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -392489.2 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -393563.218750 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -393563.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -393754.937500 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -393754.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -393891.781250 Penalty: 4236.775391
	Iteration 3Q: 3 clusters Score -393891.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -393981.156250 Penalty: 4236.775391
	Iteration 4Q: 3 clusters Score -393981.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -394043.812500 Penalty: 4236.775391
	Iteration 5Q: 3 clusters Score -394043.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -394088.031250 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -394088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -394117.406250 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -394117.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -394144.718750 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -394144.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -394161.187500 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -394161.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -394177.062500 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -394177.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -394193.718750 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -394193.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -394209.031250 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -394209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -394225.343750 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -394225.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -394238.437500 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -394238.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -394246.500000 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -394246.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -394252.625000 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -394252.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -394259.718750 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -394259.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -394270.406250 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -394270.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -394277.125000 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -394277.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -394284.656250 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -394284.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -394290.375000 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -394290.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -394295.937500 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -394295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -394301.343750 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -394301.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -394304.218750 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -394304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -394307.718750 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -394307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -394309.906250 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -394309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -394313.093750 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -394313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -394319.031250 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -394319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -394325.093750 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -394325.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -394332.718750 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -394332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -394338.843750 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -394338.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -394348.531250 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -394348.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -394360.937500 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -394360.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -394373.031250 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -394373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -394386.187500 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -394386.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -394399.906250 Penalty: 4236.775391
	Iteration 36Q: 3 clusters Score -394399.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -394417.500000 Penalty: 4236.775391
	Iteration 37Q: 3 clusters Score -394417.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -394437.968750 Penalty: 4236.775391
	Iteration 38Q: 3 clusters Score -394438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -394462.562500 Penalty: 4236.775391
	Iteration 39Q: 3 clusters Score -394462.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -394487.406250 Penalty: 4236.775391
	Iteration 40F: 3 clusters Score -394487.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -394519.718750 Penalty: 4236.775391
	Iteration 41Q: 3 clusters Score -394519.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -394558.937500 Penalty: 4236.775391
	Iteration 42Q: 3 clusters Score -394558.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -394604.125000 Penalty: 4236.775391
	Iteration 43Q: 3 clusters Score -394604.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -394651.562500 Penalty: 4236.775391
	Iteration 44Q: 3 clusters Score -394651.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -394693.718750 Penalty: 4236.775391
	Iteration 45Q: 3 clusters Score -394693.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -394739.343750 Penalty: 4236.775391
	Iteration 46Q: 3 clusters Score -394739.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -394786.531250 Penalty: 4236.775391
	Iteration 47Q: 3 clusters Score -394786.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -394843.062500 Penalty: 4236.775391
	Iteration 48Q: 3 clusters Score -394843.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -394896.937500 Penalty: 4236.775391
	Iteration 49Q: 3 clusters Score -394896.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -394947.562500 Penalty: 4236.775391
	Iteration 50Q: 3 clusters Score -394947.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -394989.031250 Penalty: 4236.775391
	Iteration 51Q: 3 clusters Score -394989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -395031.093750 Penalty: 4236.775391
	Iteration 52Q: 3 clusters Score -395031.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -395064.031250 Penalty: 4236.775391
	Iteration 53Q: 3 clusters Score -395064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -395083.531250 Penalty: 4236.775391
	Iteration 54Q: 3 clusters Score -395083.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -395105.156250 Penalty: 4236.775391
	Iteration 55Q: 3 clusters Score -395105.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -395119.937500 Penalty: 4236.775391
	Iteration 56Q: 3 clusters Score -395119.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -395132.000000 Penalty: 4236.775391
	Iteration 57Q: 3 clusters Score -395132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -395145.218750 Penalty: 4236.775391
	Iteration 58Q: 3 clusters Score -395145.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -395160.000000 Penalty: 4236.775391
	Iteration 59Q: 3 clusters Score -395160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -395169.375000 Penalty: 4236.775391
	Iteration 60F: 3 clusters Score -395169.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -395177.218750 Penalty: 4236.775391
	Iteration 61Q: 3 clusters Score -395177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -395186.281250 Penalty: 4236.775391
	Iteration 62Q: 3 clusters Score -395186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -395194.875000 Penalty: 4236.775391
	Iteration 63Q: 3 clusters Score -395194.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -395206.562500 Penalty: 4236.775391
	Iteration 64Q: 3 clusters Score -395206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -395213.062500 Penalty: 4236.775391
	Iteration 65Q: 3 clusters Score -395213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -395218.281250 Penalty: 4236.775391
	Iteration 66Q: 3 clusters Score -395218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -395226.625000 Penalty: 4236.775391
	Iteration 67Q: 3 clusters Score -395226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -395229.000000 Penalty: 4236.775391
	Iteration 68Q: 3 clusters Score -395229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -395232.843750 Penalty: 4236.775391
	Iteration 69Q: 3 clusters Score -395232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -395235.781250 Penalty: 4236.775391
	Iteration 70Q: 3 clusters Score -395235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -395240.062500 Penalty: 4236.775391
	Iteration 71Q: 3 clusters Score -395240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -395242.593750 Penalty: 4236.775391
	Iteration 72Q: 3 clusters Score -395242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -395246.625000 Penalty: 4236.775391
	Iteration 73Q: 3 clusters Score -395246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -395247.937500 Penalty: 4236.775391
	Iteration 74Q: 3 clusters Score -395247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -395248.156250 Penalty: 4236.775391
	Iteration 75Q: 3 clusters Score -395248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -395248.156250 Penalty: 4236.775391
	Iteration 76F: 3 clusters Score -395248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -167668.062500 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -167668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -164970.437500 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -164970.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -165483.437500 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -165483.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -165636.859375 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -165636.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -165722.937500 Penalty: 3807.070801
	Iteration 3Q: 3 clusters Score -165722.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -165796.750000 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -165796.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -165867.453125 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -165867.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165924.296875 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -165924.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -165964.171875 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -165964.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -166008.640625 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -166008.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -166050.656250 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -166050.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -166112.890625 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -166112.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -166176.093750 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -166176.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -166234.484375 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -166234.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -166291.421875 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -166291.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -166332.031250 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -166332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -166351.593750 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -166351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -166367.328125 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -166367.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -166381.296875 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -166381.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -166390.968750 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -166391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -166397.359375 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -166397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -166399.968750 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -166400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -166404.640625 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -166404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -166407.203125 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -166407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -166408.031250 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -166408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -166409.640625 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -166409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -166411.437500 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -166411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -166412.109375 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -166412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -166412.109375 Penalty: 3807.070801
	Iteration 27F: 3 clusters Score -166412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -138978.218750 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -138978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -136548.000000 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -136548 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -137161.203125 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -137161.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -137640.312500 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -137640.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -138276.828125 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -138276.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -138798.625000 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -138798.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -139028.937500 Penalty: 3686.218506
	Iteration 5F: 3 clusters Score -139028.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -139120.343750 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -139120.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -139164.703125 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -139164.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -139182.578125 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -139182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139194.953125 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -139195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139204.484375 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -139204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139213.421875 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -139213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139220.234375 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -139220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139220.828125 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -139220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139220.828125 Penalty: 3686.218506
	Iteration 14F: 3 clusters Score -139220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109723 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107372 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 643 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 1289 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4410 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 1046 members 
Entering Unmasked Estep 
Score: -150792688.000000 Penalty: 253409.765625
Splitting cluster 50 changes total score from -150794048.000000 to -150792688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -600529.687500 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -600529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -593815.937500 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -593815.9 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -596047.000000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -596047 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -596994.437500 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -596994.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -598006.625000 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -598006.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -598772.062500 Penalty: 4482.675293
	Iteration 4F: 3 clusters Score -598772.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -599349.500000 Penalty: 4482.675293
	Iteration 5F: 3 clusters Score -599349.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -599695.000000 Penalty: 4482.675293
	Iteration 6F: 3 clusters Score -599695 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -599877.312500 Penalty: 4482.675293
	Iteration 7Q: 3 clusters Score -599877.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -599969.562500 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -599969.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -600022.437500 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -600022.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -600057.500000 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -600057.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -600079.000000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -600079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -600097.937500 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -600097.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -600117.375000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -600117.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -600132.187500 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -600132.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -600151.312500 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -600151.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -600164.437500 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -600164.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -600177.125000 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -600177.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -600187.812500 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -600187.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -600199.937500 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -600199.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -600213.000000 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -600213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -600220.875000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -600220.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -600226.750000 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -600226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -600233.437500 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -600233.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -600238.000000 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -600238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -600242.750000 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -600242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -600248.312500 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -600248.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -600252.000000 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -600252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -600259.125000 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -600259.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -600267.875000 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -600267.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -600275.312500 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -600275.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -600279.125000 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -600279.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -600281.062500 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -600281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -600283.500000 Penalty: 4482.675293
	Iteration 33Q: 3 clusters Score -600283.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -600286.687500 Penalty: 4482.675293
	Iteration 34Q: 3 clusters Score -600286.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -600290.312500 Penalty: 4482.675293
	Iteration 35Q: 3 clusters Score -600290.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -600293.062500 Penalty: 4482.675293
	Iteration 36Q: 3 clusters Score -600293.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -600296.250000 Penalty: 4482.675293
	Iteration 37Q: 3 clusters Score -600296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -600297.562500 Penalty: 4482.675293
	Iteration 38Q: 3 clusters Score -600297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -600298.125000 Penalty: 4482.675293
	Iteration 39Q: 3 clusters Score -600298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -600298.812500 Penalty: 4482.675293
	Iteration 40F: 3 clusters Score -600298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -600302.437500 Penalty: 4482.675293
	Iteration 41Q: 3 clusters Score -600302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -600303.875000 Penalty: 4482.675293
	Iteration 42Q: 3 clusters Score -600303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -600303.500000 Penalty: 4482.675293
	Iteration 43Q: 3 clusters Score -600303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -600304.812500 Penalty: 4482.675293
	Iteration 44Q: 3 clusters Score -600304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -600305.875000 Penalty: 4482.675293
	Iteration 45Q: 3 clusters Score -600305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -600305.875000 Penalty: 4482.675293
	Iteration 46F: 3 clusters Score -600305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -1056275.625000 Penalty: 2351.244629
	Iteration 0F: 2 clusters Score -1056276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1046683.312500 Penalty: 4702.489258
	Iteration 0F: 3 clusters Score -1046683 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1049655.000000 Penalty: 4702.489258
	Iteration 1F: 3 clusters Score -1049655 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1049984.750000 Penalty: 4702.489258
	Iteration 2F: 3 clusters Score -1049985 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1050224.250000 Penalty: 4702.489258
	Iteration 3Q: 3 clusters Score -1050224 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1050422.375000 Penalty: 4702.489258
	Iteration 4Q: 3 clusters Score -1050422 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1050632.375000 Penalty: 4702.489258
	Iteration 5Q: 3 clusters Score -1050632 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1050862.750000 Penalty: 4702.489258
	Iteration 6Q: 3 clusters Score -1050863 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1051142.125000 Penalty: 4702.489258
	Iteration 7Q: 3 clusters Score -1051142 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1051477.000000 Penalty: 4702.489258
	Iteration 8Q: 3 clusters Score -1051477 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1051881.125000 Penalty: 4702.489258
	Iteration 9Q: 3 clusters Score -1051881 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1052324.000000 Penalty: 4702.489258
	Iteration 10Q: 3 clusters Score -1052324 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1052764.375000 Penalty: 4702.489258
	Iteration 11Q: 3 clusters Score -1052764 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1053155.250000 Penalty: 4702.489258
	Iteration 12Q: 3 clusters Score -1053155 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1053452.500000 Penalty: 4702.489258
	Iteration 13Q: 3 clusters Score -1053452 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1053659.000000 Penalty: 4702.489258
	Iteration 14Q: 3 clusters Score -1053659 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1053810.125000 Penalty: 4702.489258
	Iteration 15Q: 3 clusters Score -1053810 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1053909.250000 Penalty: 4702.489258
	Iteration 16Q: 3 clusters Score -1053909 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1053993.875000 Penalty: 4702.489258
	Iteration 17Q: 3 clusters Score -1053994 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1054048.250000 Penalty: 4702.489258
	Iteration 18Q: 3 clusters Score -1054048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1054093.375000 Penalty: 4702.489258
	Iteration 19Q: 3 clusters Score -1054093 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1054125.875000 Penalty: 4702.489258
	Iteration 20F: 3 clusters Score -1054126 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1054151.500000 Penalty: 4702.489258
	Iteration 21Q: 3 clusters Score -1054152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1054173.125000 Penalty: 4702.489258
	Iteration 22Q: 3 clusters Score -1054173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1054187.250000 Penalty: 4702.489258
	Iteration 23Q: 3 clusters Score -1054187 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1054201.750000 Penalty: 4702.489258
	Iteration 24Q: 3 clusters Score -1054202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1054208.875000 Penalty: 4702.489258
	Iteration 25Q: 3 clusters Score -1054209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1054215.875000 Penalty: 4702.489258
	Iteration 26Q: 3 clusters Score -1054216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1054225.500000 Penalty: 4702.489258
	Iteration 27Q: 3 clusters Score -1054226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1054229.750000 Penalty: 4702.489258
	Iteration 28Q: 3 clusters Score -1054230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1054236.875000 Penalty: 4702.489258
	Iteration 29Q: 3 clusters Score -1054237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1054240.875000 Penalty: 4702.489258
	Iteration 30Q: 3 clusters Score -1054241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1054250.500000 Penalty: 4702.489258
	Iteration 31Q: 3 clusters Score -1054250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1054257.750000 Penalty: 4702.489258
	Iteration 32Q: 3 clusters Score -1054258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1054267.375000 Penalty: 4702.489258
	Iteration 33Q: 3 clusters Score -1054267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1054275.500000 Penalty: 4702.489258
	Iteration 34Q: 3 clusters Score -1054276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1054288.875000 Penalty: 4702.489258
	Iteration 35Q: 3 clusters Score -1054289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1054296.500000 Penalty: 4702.489258
	Iteration 36Q: 3 clusters Score -1054296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1054309.875000 Penalty: 4702.489258
	Iteration 37Q: 3 clusters Score -1054310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1054316.875000 Penalty: 4702.489258
	Iteration 38Q: 3 clusters Score -1054317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1054327.000000 Penalty: 4702.489258
	Iteration 39Q: 3 clusters Score -1054327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1054331.375000 Penalty: 4702.489258
	Iteration 40F: 3 clusters Score -1054331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1054333.375000 Penalty: 4702.489258
	Iteration 41Q: 3 clusters Score -1054333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1054338.500000 Penalty: 4702.489258
	Iteration 42Q: 3 clusters Score -1054338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1054340.250000 Penalty: 4702.489258
	Iteration 43Q: 3 clusters Score -1054340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1054344.625000 Penalty: 4702.489258
	Iteration 44Q: 3 clusters Score -1054345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1054349.125000 Penalty: 4702.489258
	Iteration 45Q: 3 clusters Score -1054349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1054350.875000 Penalty: 4702.489258
	Iteration 46Q: 3 clusters Score -1054351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1054353.625000 Penalty: 4702.489258
	Iteration 47Q: 3 clusters Score -1054354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1054357.625000 Penalty: 4702.489258
	Iteration 48Q: 3 clusters Score -1054358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1054360.750000 Penalty: 4702.489258
	Iteration 49Q: 3 clusters Score -1054361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1054367.750000 Penalty: 4702.489258
	Iteration 50Q: 3 clusters Score -1054368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1054369.750000 Penalty: 4702.489258
	Iteration 51Q: 3 clusters Score -1054370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1054371.750000 Penalty: 4702.489258
	Iteration 52Q: 3 clusters Score -1054372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1054372.000000 Penalty: 4702.489258
	Iteration 53Q: 3 clusters Score -1054372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1054376.375000 Penalty: 4702.489258
	Iteration 54Q: 3 clusters Score -1054376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1054378.750000 Penalty: 4702.489258
	Iteration 55Q: 3 clusters Score -1054379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1054380.000000 Penalty: 4702.489258
	Iteration 56Q: 3 clusters Score -1054380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1054379.250000 Penalty: 4702.489258
	Iteration 57Q: 3 clusters Score -1054379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1054388.375000 Penalty: 4702.489258
	Iteration 58Q: 3 clusters Score -1054388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1054393.000000 Penalty: 4702.489258
	Iteration 59Q: 3 clusters Score -1054393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1054397.000000 Penalty: 4702.489258
	Iteration 60F: 3 clusters Score -1054397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1054398.125000 Penalty: 4702.489258
	Iteration 61Q: 3 clusters Score -1054398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1054399.000000 Penalty: 4702.489258
	Iteration 62Q: 3 clusters Score -1054399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1054404.250000 Penalty: 4702.489258
	Iteration 63Q: 3 clusters Score -1054404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1054413.875000 Penalty: 4702.489258
	Iteration 64Q: 3 clusters Score -1054414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1054419.125000 Penalty: 4702.489258
	Iteration 65Q: 3 clusters Score -1054419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1054429.625000 Penalty: 4702.489258
	Iteration 66Q: 3 clusters Score -1054430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1054436.250000 Penalty: 4702.489258
	Iteration 67Q: 3 clusters Score -1054436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1054446.750000 Penalty: 4702.489258
	Iteration 68Q: 3 clusters Score -1054447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1054455.125000 Penalty: 4702.489258
	Iteration 69Q: 3 clusters Score -1054455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1054457.250000 Penalty: 4702.489258
	Iteration 70Q: 3 clusters Score -1054457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1054461.750000 Penalty: 4702.489258
	Iteration 71Q: 3 clusters Score -1054462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1054467.875000 Penalty: 4702.489258
	Iteration 72Q: 3 clusters Score -1054468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1054472.500000 Penalty: 4702.489258
	Iteration 73Q: 3 clusters Score -1054472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1054474.250000 Penalty: 4702.489258
	Iteration 74Q: 3 clusters Score -1054474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1054474.375000 Penalty: 4702.489258
	Iteration 75Q: 3 clusters Score -1054474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1054480.375000 Penalty: 4702.489258
	Iteration 76Q: 3 clusters Score -1054480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1054483.250000 Penalty: 4702.489258
	Iteration 77Q: 3 clusters Score -1054483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1054484.125000 Penalty: 4702.489258
	Iteration 78Q: 3 clusters Score -1054484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1054486.750000 Penalty: 4702.489258
	Iteration 79Q: 3 clusters Score -1054487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1054491.000000 Penalty: 4702.489258
	Iteration 80F: 3 clusters Score -1054491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1054490.750000 Penalty: 4702.489258
	Iteration 81Q: 3 clusters Score -1054491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1054489.625000 Penalty: 4702.489258
	Iteration 82Q: 3 clusters Score -1054490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1054489.625000 Penalty: 4702.489258
	Iteration 83Q: 3 clusters Score -1054490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1054489.625000 Penalty: 4702.489258
	Iteration 84F: 3 clusters Score -1054490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (19498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Entering Unmasked Estep 
Score: -1574905.375000 Penalty: 2449.760742
	Iteration 0F: 2 clusters Score -1574905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1561172.000000 Penalty: 4899.521484
	Iteration 0F: 3 clusters Score -1561172 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1565621.250000 Penalty: 4899.521484
	Iteration 1F: 3 clusters Score -1565621 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1566004.250000 Penalty: 4899.521484
	Iteration 2F: 3 clusters Score -1566004 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1566322.750000 Penalty: 4899.521484
	Iteration 3Q: 3 clusters Score -1566323 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1566633.000000 Penalty: 4899.521484
	Iteration 4Q: 3 clusters Score -1566633 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1566952.875000 Penalty: 4899.521484
	Iteration 5Q: 3 clusters Score -1566953 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1567309.875000 Penalty: 4899.521484
	Iteration 6Q: 3 clusters Score -1567310 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1567770.500000 Penalty: 4899.521484
	Iteration 7Q: 3 clusters Score -1567770 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1568332.375000 Penalty: 4899.521484
	Iteration 8F: 3 clusters Score -1568332 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1568998.875000 Penalty: 4899.521484
	Iteration 9F: 3 clusters Score -1568999 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1569743.625000 Penalty: 4899.521484
	Iteration 10F: 3 clusters Score -1569744 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1570466.375000 Penalty: 4899.521484
	Iteration 11Q: 3 clusters Score -1570466 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1571085.750000 Penalty: 4899.521484
	Iteration 12Q: 3 clusters Score -1571086 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1571591.500000 Penalty: 4899.521484
	Iteration 13Q: 3 clusters Score -1571592 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1571941.625000 Penalty: 4899.521484
	Iteration 14Q: 3 clusters Score -1571942 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1572189.500000 Penalty: 4899.521484
	Iteration 15Q: 3 clusters Score -1572190 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -1572355.000000 Penalty: 4899.521484
	Iteration 16Q: 3 clusters Score -1572355 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1572476.625000 Penalty: 4899.521484
	Iteration 17Q: 3 clusters Score -1572477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1572553.000000 Penalty: 4899.521484
	Iteration 18Q: 3 clusters Score -1572553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1572599.250000 Penalty: 4899.521484
	Iteration 19Q: 3 clusters Score -1572599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -1572636.000000 Penalty: 4899.521484
	Iteration 20F: 3 clusters Score -1572636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1572668.000000 Penalty: 4899.521484
	Iteration 21Q: 3 clusters Score -1572668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1572687.000000 Penalty: 4899.521484
	Iteration 22Q: 3 clusters Score -1572687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -1572704.125000 Penalty: 4899.521484
	Iteration 23Q: 3 clusters Score -1572704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -1572719.375000 Penalty: 4899.521484
	Iteration 24Q: 3 clusters Score -1572719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1572733.750000 Penalty: 4899.521484
	Iteration 25Q: 3 clusters Score -1572734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1572742.125000 Penalty: 4899.521484
	Iteration 26Q: 3 clusters Score -1572742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1572745.500000 Penalty: 4899.521484
	Iteration 27Q: 3 clusters Score -1572746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1572748.000000 Penalty: 4899.521484
	Iteration 28Q: 3 clusters Score -1572748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1572753.875000 Penalty: 4899.521484
	Iteration 29Q: 3 clusters Score -1572754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1572759.500000 Penalty: 4899.521484
	Iteration 30Q: 3 clusters Score -1572760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1572764.500000 Penalty: 4899.521484
	Iteration 31Q: 3 clusters Score -1572764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1572770.375000 Penalty: 4899.521484
	Iteration 32Q: 3 clusters Score -1572770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1572770.000000 Penalty: 4899.521484
	Iteration 33Q: 3 clusters Score -1572770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -1572772.625000 Penalty: 4899.521484
	Iteration 34Q: 3 clusters Score -1572773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1572773.125000 Penalty: 4899.521484
	Iteration 35Q: 3 clusters Score -1572773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1572776.125000 Penalty: 4899.521484
	Iteration 36Q: 3 clusters Score -1572776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1572778.125000 Penalty: 4899.521484
	Iteration 37Q: 3 clusters Score -1572778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1572778.000000 Penalty: 4899.521484
	Iteration 38Q: 3 clusters Score -1572778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1572780.000000 Penalty: 4899.521484
	Iteration 39Q: 3 clusters Score -1572780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1572780.000000 Penalty: 4899.521484
	Iteration 40F: 3 clusters Score -1572780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -113287.398438 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -113287.4 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 632 members 
Entering Unmasked Estep 
Score: -111227.156250 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -111227.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111710.296875 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -111710.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -111905.085938 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -111905.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112114.835938 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -112114.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -112470.914062 Penalty: 3552.164551
	Iteration 4F: 3 clusters Score -112470.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -112851.156250 Penalty: 3552.164551
	Iteration 5F: 3 clusters Score -112851.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -113047.328125 Penalty: 3552.164551
	Iteration 6F: 3 clusters Score -113047.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -113148.554688 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -113148.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -113189.851562 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -113189.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -113205.937500 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -113205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -113211.421875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -113211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -113219.984375 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -113220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -113238.710938 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -113238.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -113252.101562 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -113252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113257.414062 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -113257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113267.906250 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -113267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -113280.695312 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -113280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -113298.906250 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -113298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -113322.976562 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -113323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -113344.546875 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -113344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -113368.125000 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -113368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -113395.289062 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -113395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -113420.125000 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -113420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113441.437500 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -113441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -113458.007812 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -113458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -113473.679688 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -113473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -113498.273438 Penalty: 3552.164551
	Iteration 26Q: 3 clusters Score -113498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -113510.445312 Penalty: 3552.164551
	Iteration 27Q: 3 clusters Score -113510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -113525.195312 Penalty: 3552.164551
	Iteration 28Q: 3 clusters Score -113525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -113547.046875 Penalty: 3552.164551
	Iteration 29Q: 3 clusters Score -113547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -113579.726562 Penalty: 3552.164551
	Iteration 30Q: 3 clusters Score -113579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -113597.210938 Penalty: 3552.164551
	Iteration 31Q: 3 clusters Score -113597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -113613.179688 Penalty: 3552.164551
	Iteration 32Q: 3 clusters Score -113613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -113641.117188 Penalty: 3552.164551
	Iteration 33Q: 3 clusters Score -113641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -113684.125000 Penalty: 3552.164551
	Iteration 34Q: 3 clusters Score -113684.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -113711.820312 Penalty: 3552.164551
	Iteration 35Q: 3 clusters Score -113711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -113716.570312 Penalty: 3552.164551
	Iteration 36Q: 3 clusters Score -113716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -113719.210938 Penalty: 3552.164551
	Iteration 37Q: 3 clusters Score -113719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -113721.367188 Penalty: 3552.164551
	Iteration 38Q: 3 clusters Score -113721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -113728.359375 Penalty: 3552.164551
	Iteration 39Q: 3 clusters Score -113728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -113728.359375 Penalty: 3552.164551
	Iteration 40F: 3 clusters Score -113728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 122861 members 
Mstep: Class 6 contains 163303 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 38203 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 19230 members 
Mstep: Class 11 contains 125276 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 3827 members 
Mstep: Class 14 contains 4115 members 
Mstep: Class 15 contains 18680 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 123817 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 87223 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17558 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 14499 members 
Mstep: Class 26 contains 21736 members 
Mstep: Class 27 contains 14025 members 
Mstep: Class 28 contains 33579 members 
Mstep: Class 29 contains 53612 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 17751 members 
Mstep: Class 32 contains 99531 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 5661 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 109723 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 2208 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 7021 members 
Mstep: Class 41 contains 1098 members 
Mstep: Class 42 contains 1757 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 138102 members 
Mstep: Class 45 contains 107372 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 4244 members 
Mstep: Class 48 contains 5125 members 
Mstep: Class 49 contains 2155 members 
Mstep: Class 50 contains 1689 members 
Mstep: Class 51 contains 8414 members 
Mstep: Class 52 contains 13106 members 
Mstep: Class 53 contains 19498 members 
Mstep: Class 54 contains 321 members 
Mstep: Class 55 contains 9222 members 
Mstep: Class 56 contains 5365 members 
Mstep: Class 57 contains 2712 members 
Mstep: Class 58 contains 4410 members 
Mstep: Class 59 contains 2868 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 7311 members 
Mstep: Class 62 contains 2739 members 
Mstep: Class 63 contains 1266 members 
Mstep: Class 64 contains 2344 members 
Mstep: Class 65 contains 3974 members 
Mstep: Class 66 contains 7429 members 
Mstep: Class 67 contains 1531 members 
Mstep: Class 68 contains 2164 members 
Mstep: Class 69 contains 3842 members 
Mstep: Class 70 contains 5270 members 
Mstep: Class 71 contains 968 members 
Entering Unmasked Estep 
Score: -150792816.000000 Penalty: 253409.765625
Splitting cluster 54 changes total score from -150794048.000000 to -150792816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -953659.750000 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -953659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -946462.000000 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -946462 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -948415.375000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -948415.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -948726.312500 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -948726.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -949006.937500 Penalty: 4528.156250
	Iteration 3F: 3 clusters Score -949006.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -949273.500000 Penalty: 4528.156250
	Iteration 4F: 3 clusters Score -949273.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -949574.000000 Penalty: 4528.156250
	Iteration 5F: 3 clusters Score -949574 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -949929.812500 Penalty: 4528.156250
	Iteration 6F: 3 clusters Score -949929.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -950342.250000 Penalty: 4528.156250
	Iteration 7F: 3 clusters Score -950342.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -950760.875000 Penalty: 4528.156250
	Iteration 8F: 3 clusters Score -950760.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -951112.937500 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -951112.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -951394.875000 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -951394.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -951590.125000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -951590.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -951764.562500 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -951764.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -951891.062500 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -951891.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -951978.437500 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -951978.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -952031.437500 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -952031.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -952083.875000 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -952083.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -952123.437500 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -952123.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -952147.250000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -952147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -952158.625000 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -952158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -952172.062500 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -952172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -952175.250000 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -952175.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -952180.062500 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -952180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -952187.500000 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -952187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -952188.250000 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -952188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -952189.750000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -952189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -952189.750000 Penalty: 4528.156250
	Iteration 26F: 3 clusters Score -952189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -556593.312500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -556593.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -551850.875000 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -551850.9 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -553051.125000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -553051.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -553239.750000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -553239.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -553355.687500 Penalty: 4259.475098
	Iteration 3Q: 3 clusters Score -553355.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -553436.062500 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -553436.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -553504.125000 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -553504.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -553562.750000 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -553562.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -553624.812500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -553624.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -553683.312500 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -553683.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -553744.312500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -553744.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -553814.000000 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -553814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -553892.937500 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -553892.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -553964.437500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -553964.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -554034.562500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -554034.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -554102.062500 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -554102.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -554173.625000 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -554173.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -554237.625000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -554237.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -554300.562500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -554300.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -554367.375000 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -554367.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -554446.000000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -554446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -554511.250000 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -554511.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -554579.812500 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -554579.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -554634.187500 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -554634.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -554675.875000 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -554675.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -554717.250000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -554717.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -554754.812500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -554754.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -554781.125000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -554781.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -554793.000000 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -554793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -554812.687500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -554812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -554823.250000 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -554823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -554826.437500 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -554826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -554829.375000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -554829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -554831.125000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -554831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -554833.500000 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -554833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -554833.312500 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -554833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -554834.250000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -554834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -554834.250000 Penalty: 4259.475098
	Iteration 36F: 3 clusters Score -554834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -235992.078125 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -235992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -232917.812500 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -232917.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -233640.859375 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -233640.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -233913.187500 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -233913.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -234167.781250 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -234167.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -234386.984375 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -234387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -234569.125000 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -234569.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -234745.421875 Penalty: 3921.099121
	Iteration 6F: 3 clusters Score -234745.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -234913.656250 Penalty: 3921.099121
	Iteration 7F: 3 clusters Score -234913.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235062.046875 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -235062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235192.078125 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -235192.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235278.171875 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -235278.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -235328.703125 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -235328.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -235360.578125 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -235360.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -235381.390625 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -235381.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235398.359375 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -235398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -235410.218750 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -235410.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235423.203125 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -235423.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235436.203125 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -235436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -235441.281250 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -235441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -235447.875000 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -235447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -235453.234375 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -235453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -235455.343750 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -235455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -235457.453125 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -235457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -235458.406250 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -235458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -235459.109375 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -235459.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -235460.625000 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -235460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -235462.968750 Penalty: 3921.099121
	Iteration 26Q: 3 clusters Score -235463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -235463.937500 Penalty: 3921.099121
	Iteration 27Q: 3 clusters Score -235463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -235463.937500 Penalty: 3921.099121
	Iteration 28F: 3 clusters Score -235463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -416428.187500 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -416428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -412332.406250 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -412332.4 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -413525.343750 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -413525.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -414077.250000 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -414077.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -414626.625000 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -414626.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -415014.343750 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -415014.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -415271.156250 Penalty: 4162.248535
	Iteration 5F: 3 clusters Score -415271.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -415415.250000 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -415415.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -415511.125000 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -415511.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -415576.625000 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -415576.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -415616.000000 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -415616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -415647.781250 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -415647.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -415663.875000 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -415663.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -415686.343750 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -415686.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -415705.625000 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -415705.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -415715.531250 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -415715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -415723.562500 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -415723.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -415730.687500 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -415730.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -415736.781250 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -415736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -415740.218750 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -415740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -415744.718750 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -415744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -415747.812500 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -415747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -415752.093750 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -415752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -415756.843750 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -415756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -415759.468750 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -415759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -415763.656250 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -415763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -415767.468750 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -415767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -415770.625000 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -415770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -415772.437500 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -415772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -415772.468750 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -415772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -415773.718750 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -415773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -415774.125000 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -415774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -415774.718750 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -415774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -415775.500000 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -415775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -415775.500000 Penalty: 4162.248535
	Iteration 33F: 3 clusters Score -415775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -209990.937500 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -209990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -206800.796875 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -206800.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -207473.859375 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -207473.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -207644.687500 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -207644.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -207771.234375 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -207771.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -207878.125000 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -207878.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -207959.093750 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -207959.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -208039.703125 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -208039.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208098.453125 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -208098.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -208145.921875 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -208145.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208178.031250 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -208178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -208198.968750 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -208199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208222.046875 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -208222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -208237.156250 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -208237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -208246.359375 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -208246.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -208251.078125 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -208251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -208257.734375 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -208257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -208265.031250 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -208265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -208270.468750 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -208270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208275.234375 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -208275.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -208279.843750 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -208279.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -208286.031250 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -208286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -208290.171875 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -208290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -208293.046875 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -208293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -208299.906250 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -208299.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -208310.437500 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -208310.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -208322.078125 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -208322.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -208331.781250 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -208331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -208339.000000 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -208339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -208347.718750 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -208347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -208352.781250 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -208352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -208360.015625 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -208360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -208369.109375 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -208369.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -208382.031250 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -208382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -208387.937500 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -208387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -208396.406250 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -208396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -208401.953125 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -208402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -208413.359375 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -208413.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -208423.968750 Penalty: 3948.839600
	Iteration 37Q: 3 clusters Score -208424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -208429.515625 Penalty: 3948.839600
	Iteration 38Q: 3 clusters Score -208429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -208434.265625 Penalty: 3948.839600
	Iteration 39Q: 3 clusters Score -208434.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -208438.984375 Penalty: 3948.839600
	Iteration 40F: 3 clusters Score -208439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -208448.125000 Penalty: 3948.839600
	Iteration 41Q: 3 clusters Score -208448.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -208457.875000 Penalty: 3948.839600
	Iteration 42Q: 3 clusters Score -208457.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -208464.593750 Penalty: 3948.839600
	Iteration 43Q: 3 clusters Score -208464.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -208471.250000 Penalty: 3948.839600
	Iteration 44Q: 3 clusters Score -208471.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -208480.843750 Penalty: 3948.839600
	Iteration 45Q: 3 clusters Score -208480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -208488.281250 Penalty: 3948.839600
	Iteration 46Q: 3 clusters Score -208488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -208492.593750 Penalty: 3948.839600
	Iteration 47Q: 3 clusters Score -208492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -208497.703125 Penalty: 3948.839600
	Iteration 48Q: 3 clusters Score -208497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -208504.093750 Penalty: 3948.839600
	Iteration 49Q: 3 clusters Score -208504.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -208513.875000 Penalty: 3948.839600
	Iteration 50Q: 3 clusters Score -208513.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208522.203125 Penalty: 3948.839600
	Iteration 51Q: 3 clusters Score -208522.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -208529.031250 Penalty: 3948.839600
	Iteration 52Q: 3 clusters Score -208529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -208537.703125 Penalty: 3948.839600
	Iteration 53Q: 3 clusters Score -208537.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -208549.687500 Penalty: 3948.839600
	Iteration 54Q: 3 clusters Score -208549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -208559.890625 Penalty: 3948.839600
	Iteration 55Q: 3 clusters Score -208559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -208567.859375 Penalty: 3948.839600
	Iteration 56Q: 3 clusters Score -208567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -208575.093750 Penalty: 3948.839600
	Iteration 57Q: 3 clusters Score -208575.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -208585.640625 Penalty: 3948.839600
	Iteration 58Q: 3 clusters Score -208585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -208600.234375 Penalty: 3948.839600
	Iteration 59Q: 3 clusters Score -208600.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -208622.781250 Penalty: 3948.839600
	Iteration 60F: 3 clusters Score -208622.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -208639.843750 Penalty: 3948.839600
	Iteration 61Q: 3 clusters Score -208639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -208655.375000 Penalty: 3948.839600
	Iteration 62Q: 3 clusters Score -208655.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -208668.921875 Penalty: 3948.839600
	Iteration 63Q: 3 clusters Score -208668.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -208683.375000 Penalty: 3948.839600
	Iteration 64Q: 3 clusters Score -208683.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -208697.796875 Penalty: 3948.839600
	Iteration 65Q: 3 clusters Score -208697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -208707.640625 Penalty: 3948.839600
	Iteration 66Q: 3 clusters Score -208707.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -208717.312500 Penalty: 3948.839600
	Iteration 67Q: 3 clusters Score -208717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -208726.046875 Penalty: 3948.839600
	Iteration 68Q: 3 clusters Score -208726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -208733.031250 Penalty: 3948.839600
	Iteration 69Q: 3 clusters Score -208733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -208739.625000 Penalty: 3948.839600
	Iteration 70Q: 3 clusters Score -208739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -208746.093750 Penalty: 3948.839600
	Iteration 71Q: 3 clusters Score -208746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -208753.625000 Penalty: 3948.839600
	Iteration 72Q: 3 clusters Score -208753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -208755.750000 Penalty: 3948.839600
	Iteration 73Q: 3 clusters Score -208755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -208757.375000 Penalty: 3948.839600
	Iteration 74Q: 3 clusters Score -208757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -208758.203125 Penalty: 3948.839600
	Iteration 75Q: 3 clusters Score -208758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -208760.234375 Penalty: 3948.839600
	Iteration 76Q: 3 clusters Score -208760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -208760.765625 Penalty: 3948.839600
	Iteration 77Q: 3 clusters Score -208760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -208760.765625 Penalty: 3948.839600
	Iteration 78F: 3 clusters Score -208760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -543756.125000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -543756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -538769.187500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -538769.2 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -540124.000000 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -540124 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -540565.125000 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -540565.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -541019.625000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -541019.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -541514.687500 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -541514.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -541960.812500 Penalty: 4292.467773
	Iteration 5F: 3 clusters Score -541960.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -542277.750000 Penalty: 4292.467773
	Iteration 6F: 3 clusters Score -542277.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -542509.062500 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -542509.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -542633.437500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -542633.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -542712.875000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -542712.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -542768.250000 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -542768.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -542816.250000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -542816.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -542849.500000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -542849.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -542865.750000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -542865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -542878.750000 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -542878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -542889.250000 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -542889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -542894.187500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -542894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -542902.500000 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -542902.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -542907.312500 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -542907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -542908.125000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -542908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -542909.937500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -542909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (7311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Entering Unmasked Estep 
Score: -544916.812500 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -544916.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -538973.062500 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -538973.1 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -540636.875000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -540636.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -541105.312500 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -541105.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -541537.125000 Penalty: 4412.979492
	Iteration 3F: 3 clusters Score -541537.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -541960.250000 Penalty: 4412.979492
	Iteration 4F: 3 clusters Score -541960.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -542299.437500 Penalty: 4412.979492
	Iteration 5F: 3 clusters Score -542299.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -542584.750000 Penalty: 4412.979492
	Iteration 6F: 3 clusters Score -542584.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -542793.312500 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -542793.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -542962.625000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -542962.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -543084.750000 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -543084.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -543201.437500 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -543201.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -543325.375000 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -543325.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -543440.750000 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -543440.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -543541.812500 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -543541.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -543639.312500 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -543639.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -543745.000000 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -543745 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -543823.687500 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -543823.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -543875.562500 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -543875.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -543911.625000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -543911.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -543937.250000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -543937.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -543953.250000 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -543953.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -543966.062500 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -543966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -543977.625000 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -543977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -543983.937500 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -543983.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -543985.250000 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -543985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -543987.687500 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -543987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -543989.437500 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -543989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -543989.875000 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -543989.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -543989.375000 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -543989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -543990.687500 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -543990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -543990.687500 Penalty: 4412.979492
	Iteration 30F: 3 clusters Score -543990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -212017.765625 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -212017.8 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 1332 members 
Entering Unmasked Estep 
Score: -208915.359375 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -208915.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -209583.703125 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -209583.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -209758.921875 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -209758.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -209855.875000 Penalty: 3926.012695
	Iteration 3Q: 3 clusters Score -209855.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -209918.156250 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -209918.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -209970.765625 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -209970.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -210006.015625 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -210006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -210038.687500 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -210038.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -210066.812500 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -210066.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -210085.734375 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -210085.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -210097.078125 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -210097.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -210106.375000 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -210106.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -210115.203125 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -210115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -210123.859375 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -210123.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -210131.890625 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -210131.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -210138.046875 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -210138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -210146.984375 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -210147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210152.921875 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -210152.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210157.109375 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -210157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -210159.484375 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -210159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -210163.375000 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -210163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -210166.000000 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -210166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -210169.046875 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -210169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -210172.390625 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -210172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -210178.843750 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -210178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -210188.921875 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -210188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -210194.546875 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -210194.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -210198.671875 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -210198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -210201.718750 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -210201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -210203.703125 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -210203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -210204.750000 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -210204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -210204.750000 Penalty: 3926.012695
	Iteration 31F: 3 clusters Score -210204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -73770.679688 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -73770.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71739.125000 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -71739.12 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -72221.648438 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -72221.65 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72376.335938 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -72376.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -72456.398438 Penalty: 3543.234375
	Iteration 3Q: 3 clusters Score -72456.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72521.484375 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -72521.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72574.726562 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -72574.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72617.000000 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -72617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72671.554688 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -72671.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -72701.578125 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -72701.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72720.375000 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -72720.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72741.789062 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -72741.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72763.421875 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -72763.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72777.835938 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -72777.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72785.218750 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -72785.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72791.742188 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -72791.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72795.289062 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -72795.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -72799.570312 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -72799.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72803.984375 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -72803.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -72816.765625 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -72816.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72827.359375 Penalty: 3543.234375
	Iteration 19Q: 3 clusters Score -72827.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72834.234375 Penalty: 3543.234375
	Iteration 20F: 3 clusters Score -72834.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72835.906250 Penalty: 3543.234375
	Iteration 21Q: 3 clusters Score -72835.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72837.203125 Penalty: 3543.234375
	Iteration 22Q: 3 clusters Score -72837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72838.593750 Penalty: 3543.234375
	Iteration 23Q: 3 clusters Score -72838.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72840.187500 Penalty: 3543.234375
	Iteration 24Q: 3 clusters Score -72840.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72841.328125 Penalty: 3543.234375
	Iteration 25Q: 3 clusters Score -72841.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -72842.726562 Penalty: 3543.234375
	Iteration 26Q: 3 clusters Score -72842.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72845.750000 Penalty: 3543.234375
	Iteration 27Q: 3 clusters Score -72845.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -72846.703125 Penalty: 3543.234375
	Iteration 28Q: 3 clusters Score -72846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72847.406250 Penalty: 3543.234375
	Iteration 29Q: 3 clusters Score -72847.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72848.179688 Penalty: 3543.234375
	Iteration 30Q: 3 clusters Score -72848.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -72849.687500 Penalty: 3543.234375
	Iteration 31Q: 3 clusters Score -72849.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72851.414062 Penalty: 3543.234375
	Iteration 32Q: 3 clusters Score -72851.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72853.226562 Penalty: 3543.234375
	Iteration 33Q: 3 clusters Score -72853.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72858.906250 Penalty: 3543.234375
	Iteration 34Q: 3 clusters Score -72858.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72865.015625 Penalty: 3543.234375
	Iteration 35Q: 3 clusters Score -72865.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72866.765625 Penalty: 3543.234375
	Iteration 36Q: 3 clusters Score -72866.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72870.531250 Penalty: 3543.234375
	Iteration 37Q: 3 clusters Score -72870.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72871.265625 Penalty: 3543.234375
	Iteration 38Q: 3 clusters Score -72871.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72872.070312 Penalty: 3543.234375
	Iteration 39Q: 3 clusters Score -72872.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -72874.210938 Penalty: 3543.234375
	Iteration 40F: 3 clusters Score -72874.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72875.093750 Penalty: 3543.234375
	Iteration 41Q: 3 clusters Score -72875.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72875.093750 Penalty: 3543.234375
	Iteration 42F: 3 clusters Score -72875.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -187077.015625 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -187077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -184259.500000 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -184259.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -184735.968750 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -184736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -184869.234375 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -184869.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -184947.750000 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -184947.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -185009.781250 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -185009.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -185047.015625 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -185047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -185079.109375 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -185079.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -185102.484375 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -185102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -185119.375000 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -185119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -185132.843750 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -185132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -185142.875000 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -185142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -185149.625000 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -185149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -185154.937500 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -185154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -185160.375000 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -185160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -185166.171875 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -185166.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -185172.796875 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -185172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -185177.640625 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -185177.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -185182.593750 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -185182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -185185.156250 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -185185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -185190.937500 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -185190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -185193.859375 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -185193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -185193.906250 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -185193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -185193.906250 Penalty: 3848.768555
	Iteration 22F: 3 clusters Score -185193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -366371.812500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -366371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -362466.562500 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -362466.6 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -363367.125000 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -363367.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -363547.843750 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -363547.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -363670.218750 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -363670.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -363757.093750 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -363757.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -363821.968750 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -363822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -363872.375000 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -363872.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -363922.031250 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -363922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -363965.406250 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -363965.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -364011.875000 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -364011.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -364056.750000 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -364056.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -364101.437500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -364101.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -364140.000000 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -364140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -364180.625000 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -364180.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364213.843750 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -364213.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -364240.656250 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -364240.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -364264.281250 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -364264.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -364280.937500 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -364280.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -364292.687500 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -364292.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -364306.812500 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -364306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -364326.437500 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -364326.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -364343.843750 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -364343.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -364362.718750 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -364362.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -364385.593750 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -364385.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -364405.937500 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -364405.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -364419.750000 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -364419.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -364433.312500 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -364433.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -364448.406250 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -364448.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -364466.750000 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -364466.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -364476.468750 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -364476.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -364484.500000 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -364484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -364488.500000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -364488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -364492.343750 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -364492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -364495.718750 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -364495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -364502.062500 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -364502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -364505.187500 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -364505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -364510.468750 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -364510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -364517.625000 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -364517.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -364525.968750 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -364526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -364533.968750 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -364534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -364541.937500 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -364541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -364556.218750 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -364556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -364565.937500 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -364565.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -364579.343750 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -364579.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -364593.843750 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -364593.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -364606.343750 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -364606.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -364614.343750 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -364614.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -364625.843750 Penalty: 4110.613770
	Iteration 47Q: 3 clusters Score -364625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -364630.093750 Penalty: 4110.613770
	Iteration 48Q: 3 clusters Score -364630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -364632.062500 Penalty: 4110.613770
	Iteration 49Q: 3 clusters Score -364632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -364633.968750 Penalty: 4110.613770
	Iteration 50Q: 3 clusters Score -364634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -364635.812500 Penalty: 4110.613770
	Iteration 51Q: 3 clusters Score -364635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -364637.250000 Penalty: 4110.613770
	Iteration 52Q: 3 clusters Score -364637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -364639.500000 Penalty: 4110.613770
	Iteration 53Q: 3 clusters Score -364639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -364643.593750 Penalty: 4110.613770
	Iteration 54Q: 3 clusters Score -364643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -364648.125000 Penalty: 4110.613770
	Iteration 55Q: 3 clusters Score -364648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -364653.250000 Penalty: 4110.613770
	Iteration 56Q: 3 clusters Score -364653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -364658.843750 Penalty: 4110.613770
	Iteration 57Q: 3 clusters Score -364658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -364660.968750 Penalty: 4110.613770
	Iteration 58Q: 3 clusters Score -364661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -364662.843750 Penalty: 4110.613770
	Iteration 59Q: 3 clusters Score -364662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -364663.343750 Penalty: 4110.613770
	Iteration 60F: 3 clusters Score -364663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -364664.875000 Penalty: 4110.613770
	Iteration 61Q: 3 clusters Score -364664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -364666.312500 Penalty: 4110.613770
	Iteration 62Q: 3 clusters Score -364666.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -364667.062500 Penalty: 4110.613770
	Iteration 63Q: 3 clusters Score -364667.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -364669.562500 Penalty: 4110.613770
	Iteration 64Q: 3 clusters Score -364669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -364670.531250 Penalty: 4110.613770
	Iteration 65Q: 3 clusters Score -364670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -364671.812500 Penalty: 4110.613770
	Iteration 66Q: 3 clusters Score -364671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -364673.468750 Penalty: 4110.613770
	Iteration 67Q: 3 clusters Score -364673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -364676.656250 Penalty: 4110.613770
	Iteration 68Q: 3 clusters Score -364676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -364684.406250 Penalty: 4110.613770
	Iteration 69Q: 3 clusters Score -364684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -364688.906250 Penalty: 4110.613770
	Iteration 70Q: 3 clusters Score -364688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -364692.187500 Penalty: 4110.613770
	Iteration 71Q: 3 clusters Score -364692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -364701.375000 Penalty: 4110.613770
	Iteration 72Q: 3 clusters Score -364701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -364708.968750 Penalty: 4110.613770
	Iteration 73Q: 3 clusters Score -364709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -364712.406250 Penalty: 4110.613770
	Iteration 74Q: 3 clusters Score -364712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -364713.031250 Penalty: 4110.613770
	Iteration 75Q: 3 clusters Score -364713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -364715.500000 Penalty: 4110.613770
	Iteration 76Q: 3 clusters Score -364715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -364717.281250 Penalty: 4110.613770
	Iteration 77Q: 3 clusters Score -364717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -364718.468750 Penalty: 4110.613770
	Iteration 78Q: 3 clusters Score -364718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -364720.781250 Penalty: 4110.613770
	Iteration 79Q: 3 clusters Score -364720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -364723.750000 Penalty: 4110.613770
	Iteration 80F: 3 clusters Score -364723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -364731.343750 Penalty: 4110.613770
	Iteration 81Q: 3 clusters Score -364731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -364736.406250 Penalty: 4110.613770
	Iteration 82Q: 3 clusters Score -364736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -364741.218750 Penalty: 4110.613770
	Iteration 83Q: 3 clusters Score -364741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -364747.625000 Penalty: 4110.613770
	Iteration 84Q: 3 clusters Score -364747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -364752.250000 Penalty: 4110.613770
	Iteration 85Q: 3 clusters Score -364752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -364755.875000 Penalty: 4110.613770
	Iteration 86Q: 3 clusters Score -364755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -364757.312500 Penalty: 4110.613770
	Iteration 87Q: 3 clusters Score -364757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -364758.968750 Penalty: 4110.613770
	Iteration 88Q: 3 clusters Score -364759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -364759.968750 Penalty: 4110.613770
	Iteration 89Q: 3 clusters Score -364760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -364760.562500 Penalty: 4110.613770
	Iteration 90Q: 3 clusters Score -364760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -364760.593750 Penalty: 4110.613770
	Iteration 91Q: 3 clusters Score -364760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -364760.593750 Penalty: 4110.613770
	Iteration 92F: 3 clusters Score -364760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -601324.875000 Penalty: 2210.460449
	Iteration 0F: 2 clusters Score -601324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -595324.125000 Penalty: 4420.920898
	Iteration 0F: 3 clusters Score -595324.1 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -597004.875000 Penalty: 4420.920898
	Iteration 1F: 3 clusters Score -597004.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -597250.375000 Penalty: 4420.920898
	Iteration 2F: 3 clusters Score -597250.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -597443.937500 Penalty: 4420.920898
	Iteration 3Q: 3 clusters Score -597443.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -597581.562500 Penalty: 4420.920898
	Iteration 4Q: 3 clusters Score -597581.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -597715.500000 Penalty: 4420.920898
	Iteration 5Q: 3 clusters Score -597715.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -597866.000000 Penalty: 4420.920898
	Iteration 6Q: 3 clusters Score -597866 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -598007.000000 Penalty: 4420.920898
	Iteration 7Q: 3 clusters Score -598007 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -598156.500000 Penalty: 4420.920898
	Iteration 8Q: 3 clusters Score -598156.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -598357.500000 Penalty: 4420.920898
	Iteration 9Q: 3 clusters Score -598357.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -598594.312500 Penalty: 4420.920898
	Iteration 10Q: 3 clusters Score -598594.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -598848.125000 Penalty: 4420.920898
	Iteration 11Q: 3 clusters Score -598848.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -599044.312500 Penalty: 4420.920898
	Iteration 12Q: 3 clusters Score -599044.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -599214.812500 Penalty: 4420.920898
	Iteration 13Q: 3 clusters Score -599214.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -599308.312500 Penalty: 4420.920898
	Iteration 14Q: 3 clusters Score -599308.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -599359.625000 Penalty: 4420.920898
	Iteration 15Q: 3 clusters Score -599359.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -599392.500000 Penalty: 4420.920898
	Iteration 16Q: 3 clusters Score -599392.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -599417.437500 Penalty: 4420.920898
	Iteration 17Q: 3 clusters Score -599417.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -599438.812500 Penalty: 4420.920898
	Iteration 18Q: 3 clusters Score -599438.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -599451.187500 Penalty: 4420.920898
	Iteration 19Q: 3 clusters Score -599451.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -599459.937500 Penalty: 4420.920898
	Iteration 20F: 3 clusters Score -599459.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -599465.000000 Penalty: 4420.920898
	Iteration 21Q: 3 clusters Score -599465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -599469.437500 Penalty: 4420.920898
	Iteration 22Q: 3 clusters Score -599469.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -599473.625000 Penalty: 4420.920898
	Iteration 23Q: 3 clusters Score -599473.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -599474.437500 Penalty: 4420.920898
	Iteration 24Q: 3 clusters Score -599474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -599480.312500 Penalty: 4420.920898
	Iteration 25Q: 3 clusters Score -599480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -599483.062500 Penalty: 4420.920898
	Iteration 26Q: 3 clusters Score -599483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -599484.812500 Penalty: 4420.920898
	Iteration 27Q: 3 clusters Score -599484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -599485.875000 Penalty: 4420.920898
	Iteration 28Q: 3 clusters Score -599485.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -599488.500000 Penalty: 4420.920898
	Iteration 29Q: 3 clusters Score -599488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -599490.000000 Penalty: 4420.920898
	Iteration 30Q: 3 clusters Score -599490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -599491.812500 Penalty: 4420.920898
	Iteration 31Q: 3 clusters Score -599491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -599491.375000 Penalty: 4420.920898
	Iteration 32Q: 3 clusters Score -599491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -599492.437500 Penalty: 4420.920898
	Iteration 33Q: 3 clusters Score -599492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -599492.625000 Penalty: 4420.920898
	Iteration 34Q: 3 clusters Score -599492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -599494.437500 Penalty: 4420.920898
	Iteration 35Q: 3 clusters Score -599494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -599494.437500 Penalty: 4420.920898
	Iteration 36Q: 3 clusters Score -599494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -599494.312500 Penalty: 4420.920898
	Iteration 37Q: 3 clusters Score -599494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -599496.312500 Penalty: 4420.920898
	Iteration 38Q: 3 clusters Score -599496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -599499.375000 Penalty: 4420.920898
	Iteration 39Q: 3 clusters Score -599499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -599501.875000 Penalty: 4420.920898
	Iteration 40F: 3 clusters Score -599501.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -599508.812500 Penalty: 4420.920898
	Iteration 41Q: 3 clusters Score -599508.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -599515.125000 Penalty: 4420.920898
	Iteration 42Q: 3 clusters Score -599515.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -599519.500000 Penalty: 4420.920898
	Iteration 43Q: 3 clusters Score -599519.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -599520.375000 Penalty: 4420.920898
	Iteration 44Q: 3 clusters Score -599520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -599525.312500 Penalty: 4420.920898
	Iteration 45Q: 3 clusters Score -599525.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -599530.000000 Penalty: 4420.920898
	Iteration 46Q: 3 clusters Score -599530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -599530.875000 Penalty: 4420.920898
	Iteration 47Q: 3 clusters Score -599530.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -599531.125000 Penalty: 4420.920898
	Iteration 48Q: 3 clusters Score -599531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -599532.500000 Penalty: 4420.920898
	Iteration 49Q: 3 clusters Score -599532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -599533.875000 Penalty: 4420.920898
	Iteration 50Q: 3 clusters Score -599533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -599536.062500 Penalty: 4420.920898
	Iteration 51Q: 3 clusters Score -599536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -599538.750000 Penalty: 4420.920898
	Iteration 52Q: 3 clusters Score -599538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -599539.437500 Penalty: 4420.920898
	Iteration 53Q: 3 clusters Score -599539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -599541.000000 Penalty: 4420.920898
	Iteration 54Q: 3 clusters Score -599541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -599540.625000 Penalty: 4420.920898
	Iteration 55Q: 3 clusters Score -599540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -599542.062500 Penalty: 4420.920898
	Iteration 56Q: 3 clusters Score -599542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -599542.687500 Penalty: 4420.920898
	Iteration 57Q: 3 clusters Score -599542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -599544.250000 Penalty: 4420.920898
	Iteration 58Q: 3 clusters Score -599544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -599544.875000 Penalty: 4420.920898
	Iteration 59Q: 3 clusters Score -599544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -599544.437500 Penalty: 4420.920898
	Iteration 60F: 3 clusters Score -599544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -599543.812500 Penalty: 4420.920898
	Iteration 61Q: 3 clusters Score -599543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -599544.625000 Penalty: 4420.920898
	Iteration 62Q: 3 clusters Score -599544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -599545.625000 Penalty: 4420.920898
	Iteration 63Q: 3 clusters Score -599545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -599546.187500 Penalty: 4420.920898
	Iteration 64Q: 3 clusters Score -599546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -599548.875000 Penalty: 4420.920898
	Iteration 65Q: 3 clusters Score -599548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -599549.500000 Penalty: 4420.920898
	Iteration 66Q: 3 clusters Score -599549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -599551.312500 Penalty: 4420.920898
	Iteration 67Q: 3 clusters Score -599551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -599552.375000 Penalty: 4420.920898
	Iteration 68Q: 3 clusters Score -599552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -599553.875000 Penalty: 4420.920898
	Iteration 69Q: 3 clusters Score -599553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -599553.875000 Penalty: 4420.920898
	Iteration 70F: 3 clusters Score -599553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -145432.375000 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -145432.4 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 752 members 
Entering Unmasked Estep 
Score: -143184.031250 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -143184 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -143684.062500 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -143684.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143980.140625 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -143980.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144280.484375 Penalty: 3637.503418
	Iteration 3F: 3 clusters Score -144280.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144560.609375 Penalty: 3637.503418
	Iteration 4F: 3 clusters Score -144560.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144712.421875 Penalty: 3637.503418
	Iteration 5F: 3 clusters Score -144712.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144846.437500 Penalty: 3637.503418
	Iteration 6F: 3 clusters Score -144846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144913.218750 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -144913.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144945.984375 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -144946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -144959.859375 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -144959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -144967.078125 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -144967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144973.562500 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -144973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -144978.406250 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -144978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -144988.609375 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -144988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145000.781250 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -145000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -145006.265625 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -145006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -145020.718750 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -145020.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -145030.500000 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -145030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -145038.343750 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -145038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -145044.406250 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -145044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145048.687500 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -145048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -145050.359375 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -145050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -145054.812500 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -145054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -145066.828125 Penalty: 3637.503418
	Iteration 23Q: 3 clusters Score -145066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -145067.109375 Penalty: 3637.503418
	Iteration 24Q: 3 clusters Score -145067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -145067.468750 Penalty: 3637.503418
	Iteration 25Q: 3 clusters Score -145067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -145067.468750 Penalty: 3637.503418
	Iteration 26F: 3 clusters Score -145067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -158613.406250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -158613.4 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 1083 members 
Entering Unmasked Estep 
Score: -155889.390625 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -155889.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -156398.703125 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -156398.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -156503.328125 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -156503.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -156565.984375 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -156566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -156604.515625 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -156604.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -156632.687500 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -156632.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -156653.250000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -156653.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -156678.750000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -156678.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -156702.781250 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -156702.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -156737.906250 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -156737.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156788.187500 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -156788.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -156850.171875 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -156850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -156928.859375 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -156928.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -156993.968750 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -156994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -157053.171875 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -157053.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157096.718750 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -157096.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -157137.890625 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -157137.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157175.187500 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -157175.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -157207.093750 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -157207.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157232.484375 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -157232.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157255.296875 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -157255.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -157281.375000 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -157281.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -157301.984375 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -157302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -157325.281250 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -157325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157344.046875 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -157344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -157351.593750 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -157351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -157358.031250 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -157358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157361.328125 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -157361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157362.046875 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -157362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157365.000000 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -157365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157368.703125 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -157368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157371.078125 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -157371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -157372.453125 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -157372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157375.453125 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -157375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157377.015625 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -157377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -157379.390625 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -157379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -157382.859375 Penalty: 3809.137939
	Iteration 36Q: 3 clusters Score -157382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -157383.968750 Penalty: 3809.137939
	Iteration 37Q: 3 clusters Score -157384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157385.640625 Penalty: 3809.137939
	Iteration 38Q: 3 clusters Score -157385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -157386.453125 Penalty: 3809.137939
	Iteration 39Q: 3 clusters Score -157386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -157388.093750 Penalty: 3809.137939
	Iteration 40F: 3 clusters Score -157388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -157392.343750 Penalty: 3809.137939
	Iteration 41Q: 3 clusters Score -157392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157399.609375 Penalty: 3809.137939
	Iteration 42Q: 3 clusters Score -157399.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -157404.953125 Penalty: 3809.137939
	Iteration 43Q: 3 clusters Score -157405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157408.156250 Penalty: 3809.137939
	Iteration 44Q: 3 clusters Score -157408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157411.031250 Penalty: 3809.137939
	Iteration 45Q: 3 clusters Score -157411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157411.843750 Penalty: 3809.137939
	Iteration 46Q: 3 clusters Score -157411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157413.718750 Penalty: 3809.137939
	Iteration 47Q: 3 clusters Score -157413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157415.500000 Penalty: 3809.137939
	Iteration 48Q: 3 clusters Score -157415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157416.687500 Penalty: 3809.137939
	Iteration 49Q: 3 clusters Score -157416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157416.687500 Penalty: 3809.137939
	Iteration 50F: 3 clusters Score -157416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -302052.906250 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -302052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -298293.531250 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -298293.5 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -299159.937500 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -299159.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -299348.812500 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -299348.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -299464.562500 Penalty: 4093.858887
	Iteration 3Q: 3 clusters Score -299464.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -299570.250000 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -299570.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -299653.156250 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -299653.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -299739.718750 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -299739.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299832.187500 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -299832.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -299929.562500 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -299929.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -300028.125000 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -300028.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -300137.968750 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -300138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -300242.906250 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -300242.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -300338.781250 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -300338.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300426.500000 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -300426.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -300503.375000 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -300503.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -300569.250000 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -300569.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -300611.125000 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -300611.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -300640.218750 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -300640.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -300661.625000 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -300661.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -300689.375000 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -300689.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -300706.812500 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -300706.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -300722.218750 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -300722.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -300734.625000 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -300734.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -300745.343750 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -300745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -300749.281250 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -300749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -300752.343750 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -300752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -300754.812500 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -300754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -300757.812500 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -300757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -300758.156250 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -300758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -300759.031250 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -300759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -300759.281250 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -300759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -300759.281250 Penalty: 4093.858887
	Iteration 31F: 3 clusters Score -300759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Entering Unmasked Estep 
Score: -495967.687500 Penalty: 2125.306885
	Iteration 0F: 2 clusters Score -495967.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -491366.968750 Penalty: 4250.613770
	Iteration 0F: 3 clusters Score -491367 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -492548.250000 Penalty: 4250.613770
	Iteration 1F: 3 clusters Score -492548.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -492835.781250 Penalty: 4250.613770
	Iteration 2F: 3 clusters Score -492835.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -493076.218750 Penalty: 4250.613770
	Iteration 3F: 3 clusters Score -493076.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -493270.656250 Penalty: 4250.613770
	Iteration 4Q: 3 clusters Score -493270.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -493470.218750 Penalty: 4250.613770
	Iteration 5Q: 3 clusters Score -493470.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -493633.156250 Penalty: 4250.613770
	Iteration 6Q: 3 clusters Score -493633.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -493769.000000 Penalty: 4250.613770
	Iteration 7Q: 3 clusters Score -493769 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -493873.593750 Penalty: 4250.613770
	Iteration 8Q: 3 clusters Score -493873.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -493966.843750 Penalty: 4250.613770
	Iteration 9Q: 3 clusters Score -493966.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -494034.406250 Penalty: 4250.613770
	Iteration 10Q: 3 clusters Score -494034.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -494077.343750 Penalty: 4250.613770
	Iteration 11Q: 3 clusters Score -494077.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -494104.156250 Penalty: 4250.613770
	Iteration 12Q: 3 clusters Score -494104.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -494130.812500 Penalty: 4250.613770
	Iteration 13Q: 3 clusters Score -494130.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -494151.062500 Penalty: 4250.613770
	Iteration 14Q: 3 clusters Score -494151.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -494162.531250 Penalty: 4250.613770
	Iteration 15Q: 3 clusters Score -494162.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -494173.906250 Penalty: 4250.613770
	Iteration 16Q: 3 clusters Score -494173.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -494179.125000 Penalty: 4250.613770
	Iteration 17Q: 3 clusters Score -494179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -494182.156250 Penalty: 4250.613770
	Iteration 18Q: 3 clusters Score -494182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -494187.531250 Penalty: 4250.613770
	Iteration 19Q: 3 clusters Score -494187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -494194.781250 Penalty: 4250.613770
	Iteration 20F: 3 clusters Score -494194.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -494198.687500 Penalty: 4250.613770
	Iteration 21Q: 3 clusters Score -494198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -494204.906250 Penalty: 4250.613770
	Iteration 22Q: 3 clusters Score -494204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -494211.500000 Penalty: 4250.613770
	Iteration 23Q: 3 clusters Score -494211.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -494219.000000 Penalty: 4250.613770
	Iteration 24Q: 3 clusters Score -494219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494224.625000 Penalty: 4250.613770
	Iteration 25Q: 3 clusters Score -494224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -494227.781250 Penalty: 4250.613770
	Iteration 26Q: 3 clusters Score -494227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -494232.687500 Penalty: 4250.613770
	Iteration 27Q: 3 clusters Score -494232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -494236.406250 Penalty: 4250.613770
	Iteration 28Q: 3 clusters Score -494236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -494238.625000 Penalty: 4250.613770
	Iteration 29Q: 3 clusters Score -494238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -494242.281250 Penalty: 4250.613770
	Iteration 30Q: 3 clusters Score -494242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -494245.406250 Penalty: 4250.613770
	Iteration 31Q: 3 clusters Score -494245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -494247.968750 Penalty: 4250.613770
	Iteration 32Q: 3 clusters Score -494248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -494250.093750 Penalty: 4250.613770
	Iteration 33Q: 3 clusters Score -494250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -494253.875000 Penalty: 4250.613770
	Iteration 34Q: 3 clusters Score -494253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -494255.187500 Penalty: 4250.613770
	Iteration 35Q: 3 clusters Score -494255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -494257.437500 Penalty: 4250.613770
	Iteration 36Q: 3 clusters Score -494257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -494264.656250 Penalty: 4250.613770
	Iteration 37Q: 3 clusters Score -494264.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -494268.656250 Penalty: 4250.613770
	Iteration 38Q: 3 clusters Score -494268.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -494278.031250 Penalty: 4250.613770
	Iteration 39Q: 3 clusters Score -494278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -494281.718750 Penalty: 4250.613770
	Iteration 40F: 3 clusters Score -494281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -494288.843750 Penalty: 4250.613770
	Iteration 41Q: 3 clusters Score -494288.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -494295.156250 Penalty: 4250.613770
	Iteration 42Q: 3 clusters Score -494295.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -494301.500000 Penalty: 4250.613770
	Iteration 43Q: 3 clusters Score -494301.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -494307.687500 Penalty: 4250.613770
	Iteration 44Q: 3 clusters Score -494307.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -494312.468750 Penalty: 4250.613770
	Iteration 45Q: 3 clusters Score -494312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -494316.875000 Penalty: 4250.613770
	Iteration 46Q: 3 clusters Score -494316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -494318.687500 Penalty: 4250.613770
	Iteration 47Q: 3 clusters Score -494318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -494321.093750 Penalty: 4250.613770
	Iteration 48Q: 3 clusters Score -494321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -494322.812500 Penalty: 4250.613770
	Iteration 49Q: 3 clusters Score -494322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -494323.375000 Penalty: 4250.613770
	Iteration 50Q: 3 clusters Score -494323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -494326.250000 Penalty: 4250.613770
	Iteration 51Q: 3 clusters Score -494326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -494328.125000 Penalty: 4250.613770
	Iteration 52Q: 3 clusters Score -494328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -494328.312500 Penalty: 4250.613770
	Iteration 53Q: 3 clusters Score -494328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -494329.500000 Penalty: 4250.613770
	Iteration 54Q: 3 clusters Score -494329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -494330.531250 Penalty: 4250.613770
	Iteration 55Q: 3 clusters Score -494330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -494330.531250 Penalty: 4250.613770
	Iteration 56Q: 3 clusters Score -494330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -494331.437500 Penalty: 4250.613770
	Iteration 57Q: 3 clusters Score -494331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -494332.812500 Penalty: 4250.613770
	Iteration 58Q: 3 clusters Score -494332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -494332.562500 Penalty: 4250.613770
	Iteration 59Q: 3 clusters Score -494332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -494332.562500 Penalty: 4250.613770
	Iteration 60F: 3 clusters Score -494332.6 nChanged 0
22->71 Clusters: Score -150794048.000000, best is -150816256.000000

Starting from 23 clusters...
--- Clustering full data set of 1779319 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 81079 members 
Mstep: Class 3 contains 81348 members 
Mstep: Class 4 contains 80716 members 
Mstep: Class 5 contains 80580 members 
Mstep: Class 6 contains 80778 members 
Mstep: Class 7 contains 80898 members 
Mstep: Class 8 contains 80845 members 
Mstep: Class 9 contains 81001 members 
Mstep: Class 10 contains 81065 members 
Mstep: Class 11 contains 80582 members 
Mstep: Class 12 contains 80609 members 
Mstep: Class 13 contains 81095 members 
Mstep: Class 14 contains 80614 members 
Mstep: Class 15 contains 80848 members 
Mstep: Class 16 contains 80943 members 
Mstep: Class 17 contains 81058 members 
Mstep: Class 18 contains 80944 members 
Mstep: Class 19 contains 81126 members 
Mstep: Class 20 contains 80983 members 
Mstep: Class 21 contains 80827 members 
Mstep: Class 22 contains 80353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1252.290405 but Gain 3569.148438
Score: -125960280.000000 Penalty: 74952.187500
Iteration 0F: 22 clusters Score -1.259603e+08 nChanged 1691175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2217 members 
Mstep: Class 1 contains 191859 members 
Mstep: Class 2 contains 88517 members 
Mstep: Class 3 contains 113995 members 
Mstep: Class 4 contains 62885 members 
Mstep: Class 5 contains 56384 members 
Mstep: Class 6 contains 38744 members 
Mstep: Class 7 contains 91517 members 
Mstep: Class 8 contains 71592 members 
Mstep: Class 9 contains 51574 members 
Mstep: Class 11 contains 72471 members 
Mstep: Class 12 contains 71177 members 
Mstep: Class 13 contains 127937 members 
Mstep: Class 14 contains 37575 members 
Mstep: Class 15 contains 110655 members 
Mstep: Class 16 contains 193968 members 
Mstep: Class 17 contains 51186 members 
Mstep: Class 18 contains 76293 members 
Mstep: Class 19 contains 94546 members 
Mstep: Class 20 contains 48673 members 
Mstep: Class 21 contains 38725 members 
Mstep: Class 22 contains 86829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135529696.000000 Penalty: 74952.187500
Iteration 1F: 22 clusters Score -1.355297e+08 nChanged 902586
Entering Unmasked Mstep 
Mstep: Class 0 contains 606 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 88407 members 
Mstep: Class 3 contains 43733 members 
Mstep: Class 4 contains 45313 members 
Mstep: Class 5 contains 51706 members 
Mstep: Class 6 contains 18419 members 
Mstep: Class 7 contains 91995 members 
Mstep: Class 8 contains 47647 members 
Mstep: Class 9 contains 47049 members 
Mstep: Class 11 contains 25169 members 
Mstep: Class 12 contains 69387 members 
Mstep: Class 13 contains 98267 members 
Mstep: Class 14 contains 24605 members 
Mstep: Class 15 contains 161613 members 
Mstep: Class 16 contains 238758 members 
Mstep: Class 17 contains 17498 members 
Mstep: Class 18 contains 109284 members 
Mstep: Class 19 contains 216311 members 
Mstep: Class 20 contains 62461 members 
Mstep: Class 21 contains 32903 members 
Mstep: Class 22 contains 113625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143553520.000000 Penalty: 74952.187500
Iteration 2F: 22 clusters Score -1.435535e+08 nChanged 722495
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 133271 members 
Mstep: Class 2 contains 88134 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 42996 members 
Mstep: Class 5 contains 45499 members 
Mstep: Class 6 contains 20944 members 
Mstep: Class 7 contains 116515 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 32980 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 88220 members 
Mstep: Class 13 contains 26150 members 
Mstep: Class 14 contains 27486 members 
Mstep: Class 15 contains 223319 members 
Mstep: Class 16 contains 42599 members 
Mstep: Class 17 contains 15017 members 
Mstep: Class 18 contains 158723 members 
Mstep: Class 19 contains 403207 members 
Mstep: Class 20 contains 98857 members 
Mstep: Class 21 contains 25528 members 
Mstep: Class 22 contains 161993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147902096.000000 Penalty: 74952.187500
Iteration 3F: 22 clusters Score -1.479021e+08 nChanged 388612
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 79115 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 44821 members 
Mstep: Class 5 contains 35094 members 
Mstep: Class 6 contains 20026 members 
Mstep: Class 7 contains 167531 members 
Mstep: Class 8 contains 7408 members 
Mstep: Class 9 contains 23578 members 
Mstep: Class 11 contains 3846 members 
Mstep: Class 12 contains 108394 members 
Mstep: Class 13 contains 23624 members 
Mstep: Class 14 contains 38367 members 
Mstep: Class 15 contains 284155 members 
Mstep: Class 16 contains 53023 members 
Mstep: Class 17 contains 16818 members 
Mstep: Class 18 contains 159438 members 
Mstep: Class 19 contains 339578 members 
Mstep: Class 20 contains 105169 members 
Mstep: Class 21 contains 22463 members 
Mstep: Class 22 contains 171597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148725808.000000 Penalty: 74952.187500
Iteration 4F: 22 clusters Score -1.487258e+08 nChanged 262371
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 78772 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 45782 members 
Mstep: Class 5 contains 27313 members 
Mstep: Class 6 contains 18555 members 
Mstep: Class 7 contains 205445 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 15468 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 120757 members 
Mstep: Class 13 contains 27934 members 
Mstep: Class 14 contains 48329 members 
Mstep: Class 15 contains 307229 members 
Mstep: Class 16 contains 66984 members 
Mstep: Class 17 contains 16883 members 
Mstep: Class 18 contains 153162 members 
Mstep: Class 19 contains 309551 members 
Mstep: Class 20 contains 101496 members 
Mstep: Class 21 contains 20832 members 
Mstep: Class 22 contains 164548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149304464.000000 Penalty: 74952.187500
Iteration 5F: 22 clusters Score -1.493045e+08 nChanged 226399
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 82803 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 4 contains 44701 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 17414 members 
Mstep: Class 7 contains 230563 members 
Mstep: Class 8 contains 9748 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 130140 members 
Mstep: Class 13 contains 38050 members 
Mstep: Class 14 contains 53698 members 
Mstep: Class 15 contains 268901 members 
Mstep: Class 16 contains 77517 members 
Mstep: Class 17 contains 16061 members 
Mstep: Class 18 contains 144568 members 
Mstep: Class 19 contains 336271 members 
Mstep: Class 20 contains 96178 members 
Mstep: Class 21 contains 19421 members 
Mstep: Class 22 contains 151733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661136.000000 Penalty: 74952.187500
Iteration 6F: 22 clusters Score -1.496611e+08 nChanged 145363
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 86961 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 42602 members 
Mstep: Class 5 contains 21835 members 
Mstep: Class 6 contains 16642 members 
Mstep: Class 7 contains 245909 members 
Mstep: Class 8 contains 11538 members 
Mstep: Class 9 contains 7441 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 135047 members 
Mstep: Class 13 contains 42904 members 
Mstep: Class 14 contains 55084 members 
Mstep: Class 15 contains 270640 members 
Mstep: Class 16 contains 85322 members 
Mstep: Class 17 contains 14806 members 
Mstep: Class 18 contains 136186 members 
Mstep: Class 19 contains 327094 members 
Mstep: Class 20 contains 92851 members 
Mstep: Class 21 contains 18725 members 
Mstep: Class 22 contains 143865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149845840.000000 Penalty: 74952.187500
Iteration 7F: 22 clusters Score -1.498458e+08 nChanged 96139
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 91086 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 40739 members 
Mstep: Class 5 contains 20685 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 255621 members 
Mstep: Class 8 contains 13006 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 11 contains 4754 members 
Mstep: Class 12 contains 137727 members 
Mstep: Class 13 contains 43200 members 
Mstep: Class 14 contains 54338 members 
Mstep: Class 15 contains 281410 members 
Mstep: Class 16 contains 91708 members 
Mstep: Class 17 contains 13443 members 
Mstep: Class 18 contains 127528 members 
Mstep: Class 19 contains 313562 members 
Mstep: Class 20 contains 89963 members 
Mstep: Class 21 contains 18403 members 
Mstep: Class 22 contains 142097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149966928.000000 Penalty: 74952.187500
Iteration 8F: 22 clusters Score -1.499669e+08 nChanged 73501
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 94032 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 39296 members 
Mstep: Class 5 contains 20039 members 
Mstep: Class 6 contains 14667 members 
Mstep: Class 7 contains 262632 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 139287 members 
Mstep: Class 13 contains 43382 members 
Mstep: Class 14 contains 52755 members 
Mstep: Class 15 contains 288565 members 
Mstep: Class 16 contains 97113 members 
Mstep: Class 17 contains 12092 members 
Mstep: Class 18 contains 119269 members 
Mstep: Class 19 contains 304697 members 
Mstep: Class 20 contains 86587 members 
Mstep: Class 21 contains 18238 members 
Mstep: Class 22 contains 144798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150046752.000000 Penalty: 74952.187500
Iteration 9Q: 22 clusters Score -1.500468e+08 nChanged 59986
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 94587 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 38184 members 
Mstep: Class 5 contains 19373 members 
Mstep: Class 6 contains 13769 members 
Mstep: Class 7 contains 268194 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 11 contains 5147 members 
Mstep: Class 12 contains 140202 members 
Mstep: Class 13 contains 44295 members 
Mstep: Class 14 contains 51871 members 
Mstep: Class 15 contains 291439 members 
Mstep: Class 16 contains 101435 members 
Mstep: Class 17 contains 11017 members 
Mstep: Class 18 contains 112595 members 
Mstep: Class 19 contains 299978 members 
Mstep: Class 20 contains 82229 members 
Mstep: Class 21 contains 18383 members 
Mstep: Class 22 contains 150061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3148.024902 but Gain 3569.156250
Score: -150116528.000000 Penalty: 71383.031250
Iteration 10Q: 21 clusters Score -1.501165e+08 nChanged 50322
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 90368 members 
Mstep: Class 4 contains 37205 members 
Mstep: Class 5 contains 18578 members 
Mstep: Class 6 contains 13052 members 
Mstep: Class 7 contains 273715 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 4599 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 140912 members 
Mstep: Class 13 contains 45394 members 
Mstep: Class 14 contains 53193 members 
Mstep: Class 15 contains 292688 members 
Mstep: Class 16 contains 104953 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 114832 members 
Mstep: Class 19 contains 296958 members 
Mstep: Class 20 contains 77577 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 151749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150158240.000000 Penalty: 71383.031250
Iteration 11Q: 21 clusters Score -1.501582e+08 nChanged 38886
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 85827 members 
Mstep: Class 4 contains 36316 members 
Mstep: Class 5 contains 17596 members 
Mstep: Class 6 contains 12442 members 
Mstep: Class 7 contains 278936 members 
Mstep: Class 8 contains 14783 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 141457 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 53056 members 
Mstep: Class 15 contains 293232 members 
Mstep: Class 16 contains 107959 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 18 contains 119486 members 
Mstep: Class 19 contains 294847 members 
Mstep: Class 20 contains 73886 members 
Mstep: Class 21 contains 19437 members 
Mstep: Class 22 contains 149390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150180864.000000 Penalty: 71383.031250
Iteration 12Q: 21 clusters Score -1.501809e+08 nChanged 29585
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 81898 members 
Mstep: Class 4 contains 35639 members 
Mstep: Class 5 contains 16670 members 
Mstep: Class 6 contains 11783 members 
Mstep: Class 7 contains 284232 members 
Mstep: Class 8 contains 14763 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 141845 members 
Mstep: Class 13 contains 47310 members 
Mstep: Class 14 contains 52973 members 
Mstep: Class 15 contains 293310 members 
Mstep: Class 16 contains 110819 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 123714 members 
Mstep: Class 19 contains 293405 members 
Mstep: Class 20 contains 71313 members 
Mstep: Class 21 contains 19994 members 
Mstep: Class 22 contains 145605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150195184.000000 Penalty: 71383.031250
Iteration 13Q: 21 clusters Score -1.501952e+08 nChanged 24050
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 78129 members 
Mstep: Class 4 contains 35150 members 
Mstep: Class 5 contains 15858 members 
Mstep: Class 6 contains 11015 members 
Mstep: Class 7 contains 289387 members 
Mstep: Class 8 contains 14770 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 142089 members 
Mstep: Class 13 contains 48114 members 
Mstep: Class 14 contains 53032 members 
Mstep: Class 15 contains 293288 members 
Mstep: Class 16 contains 113634 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 18 contains 127746 members 
Mstep: Class 19 contains 292251 members 
Mstep: Class 20 contains 69389 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 141180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150207024.000000 Penalty: 71383.031250
Iteration 14Q: 21 clusters Score -1.50207e+08 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 74539 members 
Mstep: Class 4 contains 34801 members 
Mstep: Class 5 contains 15297 members 
Mstep: Class 6 contains 10169 members 
Mstep: Class 7 contains 294179 members 
Mstep: Class 8 contains 14858 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 142272 members 
Mstep: Class 13 contains 48875 members 
Mstep: Class 14 contains 53071 members 
Mstep: Class 15 contains 293262 members 
Mstep: Class 16 contains 116329 members 
Mstep: Class 17 contains 8060 members 
Mstep: Class 18 contains 131550 members 
Mstep: Class 19 contains 291209 members 
Mstep: Class 20 contains 68056 members 
Mstep: Class 21 contains 20775 members 
Mstep: Class 22 contains 136599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150218208.000000 Penalty: 71383.031250
Iteration 15Q: 21 clusters Score -1.502182e+08 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 71096 members 
Mstep: Class 4 contains 34547 members 
Mstep: Class 5 contains 14954 members 
Mstep: Class 6 contains 9400 members 
Mstep: Class 7 contains 298486 members 
Mstep: Class 8 contains 14907 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 142378 members 
Mstep: Class 13 contains 49353 members 
Mstep: Class 14 contains 53025 members 
Mstep: Class 15 contains 293219 members 
Mstep: Class 16 contains 118753 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 135173 members 
Mstep: Class 19 contains 290485 members 
Mstep: Class 20 contains 66995 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 132400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150223232.000000 Penalty: 71383.031250
Iteration 16Q: 21 clusters Score -1.502232e+08 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 67824 members 
Mstep: Class 4 contains 34324 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 302284 members 
Mstep: Class 8 contains 14926 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 11 contains 7179 members 
Mstep: Class 12 contains 142444 members 
Mstep: Class 13 contains 49708 members 
Mstep: Class 14 contains 52758 members 
Mstep: Class 15 contains 293200 members 
Mstep: Class 16 contains 120802 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 138577 members 
Mstep: Class 19 contains 289930 members 
Mstep: Class 20 contains 66183 members 
Mstep: Class 21 contains 20910 members 
Mstep: Class 22 contains 128793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150228208.000000 Penalty: 71383.031250
Iteration 17Q: 21 clusters Score -1.502282e+08 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 64676 members 
Mstep: Class 4 contains 34133 members 
Mstep: Class 5 contains 14761 members 
Mstep: Class 6 contains 8548 members 
Mstep: Class 7 contains 305658 members 
Mstep: Class 8 contains 14941 members 
Mstep: Class 9 contains 5708 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 142506 members 
Mstep: Class 13 contains 50003 members 
Mstep: Class 14 contains 52155 members 
Mstep: Class 15 contains 293097 members 
Mstep: Class 16 contains 122554 members 
Mstep: Class 17 contains 6737 members 
Mstep: Class 18 contains 141826 members 
Mstep: Class 19 contains 289499 members 
Mstep: Class 20 contains 65528 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 125729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150230640.000000 Penalty: 71383.031250
Iteration 18Q: 21 clusters Score -1.502306e+08 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 61682 members 
Mstep: Class 4 contains 33956 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 8384 members 
Mstep: Class 7 contains 308613 members 
Mstep: Class 8 contains 14943 members 
Mstep: Class 9 contains 5771 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 142553 members 
Mstep: Class 13 contains 50252 members 
Mstep: Class 14 contains 51459 members 
Mstep: Class 15 contains 293052 members 
Mstep: Class 16 contains 124028 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 144878 members 
Mstep: Class 19 contains 289110 members 
Mstep: Class 20 contains 65005 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 123108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150231840.000000 Penalty: 71383.031250
Iteration 19Q: 21 clusters Score -1.502318e+08 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 58940 members 
Mstep: Class 4 contains 33844 members 
Mstep: Class 5 contains 14733 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 311145 members 
Mstep: Class 8 contains 14937 members 
Mstep: Class 9 contains 5807 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 142582 members 
Mstep: Class 13 contains 50465 members 
Mstep: Class 14 contains 50806 members 
Mstep: Class 15 contains 292912 members 
Mstep: Class 16 contains 125240 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 147676 members 
Mstep: Class 19 contains 288883 members 
Mstep: Class 20 contains 64571 members 
Mstep: Class 21 contains 20879 members 
Mstep: Class 22 contains 120883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150243200.000000 Penalty: 71383.031250
Iteration 20F: 21 clusters Score -1.502432e+08 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 56341 members 
Mstep: Class 4 contains 33187 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 313328 members 
Mstep: Class 8 contains 14534 members 
Mstep: Class 9 contains 7164 members 
Mstep: Class 11 contains 8778 members 
Mstep: Class 12 contains 142546 members 
Mstep: Class 13 contains 50164 members 
Mstep: Class 14 contains 50235 members 
Mstep: Class 15 contains 292777 members 
Mstep: Class 16 contains 126267 members 
Mstep: Class 17 contains 6190 members 
Mstep: Class 18 contains 150324 members 
Mstep: Class 19 contains 288692 members 
Mstep: Class 20 contains 64106 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 118870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150252992.000000 Penalty: 71383.031250
Iteration 21Q: 21 clusters Score -1.50253e+08 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 54052 members 
Mstep: Class 4 contains 32462 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 315451 members 
Mstep: Class 8 contains 14282 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 11 contains 9802 members 
Mstep: Class 12 contains 142692 members 
Mstep: Class 13 contains 49884 members 
Mstep: Class 14 contains 49682 members 
Mstep: Class 15 contains 292852 members 
Mstep: Class 16 contains 127430 members 
Mstep: Class 17 contains 5815 members 
Mstep: Class 18 contains 152681 members 
Mstep: Class 19 contains 288131 members 
Mstep: Class 20 contains 63664 members 
Mstep: Class 21 contains 20534 members 
Mstep: Class 22 contains 117119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150258576.000000 Penalty: 71383.031250
Iteration 22Q: 21 clusters Score -1.502586e+08 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 51962 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 14240 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 317325 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 9202 members 
Mstep: Class 11 contains 10868 members 
Mstep: Class 12 contains 142857 members 
Mstep: Class 13 contains 49391 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 293044 members 
Mstep: Class 16 contains 128336 members 
Mstep: Class 17 contains 5418 members 
Mstep: Class 18 contains 154848 members 
Mstep: Class 19 contains 287611 members 
Mstep: Class 20 contains 63246 members 
Mstep: Class 21 contains 20412 members 
Mstep: Class 22 contains 115685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150263200.000000 Penalty: 71383.031250
Iteration 23Q: 21 clusters Score -1.502632e+08 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 50089 members 
Mstep: Class 4 contains 31060 members 
Mstep: Class 5 contains 14180 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 318925 members 
Mstep: Class 8 contains 13938 members 
Mstep: Class 9 contains 10001 members 
Mstep: Class 11 contains 11939 members 
Mstep: Class 12 contains 142965 members 
Mstep: Class 13 contains 48640 members 
Mstep: Class 14 contains 48818 members 
Mstep: Class 15 contains 293380 members 
Mstep: Class 16 contains 129006 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 156796 members 
Mstep: Class 19 contains 287143 members 
Mstep: Class 20 contains 62914 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 22 contains 114517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150266816.000000 Penalty: 71383.031250
Iteration 24Q: 21 clusters Score -1.502668e+08 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 48308 members 
Mstep: Class 4 contains 30493 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 8389 members 
Mstep: Class 7 contains 320333 members 
Mstep: Class 8 contains 13878 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 11 contains 13001 members 
Mstep: Class 12 contains 143038 members 
Mstep: Class 13 contains 47550 members 
Mstep: Class 14 contains 48469 members 
Mstep: Class 15 contains 293835 members 
Mstep: Class 16 contains 129462 members 
Mstep: Class 17 contains 4768 members 
Mstep: Class 18 contains 158615 members 
Mstep: Class 19 contains 286829 members 
Mstep: Class 20 contains 62623 members 
Mstep: Class 21 contains 20299 members 
Mstep: Class 22 contains 113567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150268912.000000 Penalty: 71383.031250
Iteration 25Q: 21 clusters Score -1.502689e+08 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 46652 members 
Mstep: Class 4 contains 30050 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 8412 members 
Mstep: Class 7 contains 321580 members 
Mstep: Class 8 contains 13864 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 11 contains 13946 members 
Mstep: Class 12 contains 143070 members 
Mstep: Class 13 contains 46483 members 
Mstep: Class 14 contains 48122 members 
Mstep: Class 15 contains 294259 members 
Mstep: Class 16 contains 129807 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 160303 members 
Mstep: Class 19 contains 286572 members 
Mstep: Class 20 contains 62403 members 
Mstep: Class 21 contains 20285 members 
Mstep: Class 22 contains 112736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150270592.000000 Penalty: 71383.031250
Iteration 26Q: 21 clusters Score -1.502706e+08 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 45140 members 
Mstep: Class 4 contains 29747 members 
Mstep: Class 5 contains 14095 members 
Mstep: Class 6 contains 8432 members 
Mstep: Class 7 contains 322644 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 11 contains 14751 members 
Mstep: Class 12 contains 143073 members 
Mstep: Class 13 contains 45477 members 
Mstep: Class 14 contains 47807 members 
Mstep: Class 15 contains 294582 members 
Mstep: Class 16 contains 130069 members 
Mstep: Class 17 contains 4334 members 
Mstep: Class 18 contains 161837 members 
Mstep: Class 19 contains 286470 members 
Mstep: Class 20 contains 62235 members 
Mstep: Class 21 contains 20273 members 
Mstep: Class 22 contains 111989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150270720.000000 Penalty: 71383.031250
Iteration 27Q: 21 clusters Score -1.502707e+08 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 43736 members 
Mstep: Class 4 contains 29507 members 
Mstep: Class 5 contains 14079 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 323526 members 
Mstep: Class 8 contains 13870 members 
Mstep: Class 9 contains 11910 members 
Mstep: Class 11 contains 15446 members 
Mstep: Class 12 contains 143066 members 
Mstep: Class 13 contains 44590 members 
Mstep: Class 14 contains 47546 members 
Mstep: Class 15 contains 294840 members 
Mstep: Class 16 contains 130276 members 
Mstep: Class 17 contains 4193 members 
Mstep: Class 18 contains 163245 members 
Mstep: Class 19 contains 286418 members 
Mstep: Class 20 contains 62120 members 
Mstep: Class 21 contains 20261 members 
Mstep: Class 22 contains 111388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150270976.000000 Penalty: 71383.031250
Iteration 28Q: 21 clusters Score -1.50271e+08 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 42473 members 
Mstep: Class 4 contains 29340 members 
Mstep: Class 5 contains 14071 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 324257 members 
Mstep: Class 8 contains 13866 members 
Mstep: Class 9 contains 12125 members 
Mstep: Class 11 contains 16058 members 
Mstep: Class 12 contains 143056 members 
Mstep: Class 13 contains 43752 members 
Mstep: Class 14 contains 47310 members 
Mstep: Class 15 contains 295119 members 
Mstep: Class 16 contains 130430 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 164514 members 
Mstep: Class 19 contains 286376 members 
Mstep: Class 20 contains 62046 members 
Mstep: Class 21 contains 20254 members 
Mstep: Class 22 contains 110919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271424.000000 Penalty: 71383.031250
Iteration 29Q: 21 clusters Score -1.502714e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 41360 members 
Mstep: Class 4 contains 29213 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 8508 members 
Mstep: Class 7 contains 324930 members 
Mstep: Class 8 contains 13858 members 
Mstep: Class 9 contains 12264 members 
Mstep: Class 11 contains 16514 members 
Mstep: Class 12 contains 143049 members 
Mstep: Class 13 contains 43059 members 
Mstep: Class 14 contains 47134 members 
Mstep: Class 15 contains 295302 members 
Mstep: Class 16 contains 130509 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 165652 members 
Mstep: Class 19 contains 286449 members 
Mstep: Class 20 contains 61987 members 
Mstep: Class 21 contains 20254 members 
Mstep: Class 22 contains 110516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150272112.000000 Penalty: 71383.031250
Iteration 30Q: 21 clusters Score -1.502721e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 40309 members 
Mstep: Class 4 contains 29104 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 8521 members 
Mstep: Class 7 contains 325476 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 12356 members 
Mstep: Class 11 contains 16918 members 
Mstep: Class 12 contains 143047 members 
Mstep: Class 13 contains 42413 members 
Mstep: Class 14 contains 46984 members 
Mstep: Class 15 contains 295443 members 
Mstep: Class 16 contains 130562 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 166728 members 
Mstep: Class 19 contains 286552 members 
Mstep: Class 20 contains 61942 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 110190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271728.000000 Penalty: 71383.031250
Iteration 31Q: 21 clusters Score -1.502717e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 39407 members 
Mstep: Class 4 contains 29033 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 325958 members 
Mstep: Class 8 contains 13885 members 
Mstep: Class 9 contains 12417 members 
Mstep: Class 11 contains 17260 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 41826 members 
Mstep: Class 14 contains 46843 members 
Mstep: Class 15 contains 295621 members 
Mstep: Class 16 contains 130580 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 167646 members 
Mstep: Class 19 contains 286616 members 
Mstep: Class 20 contains 61906 members 
Mstep: Class 21 contains 20260 members 
Mstep: Class 22 contains 109910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271376.000000 Penalty: 71383.031250
Iteration 32Q: 21 clusters Score -1.502714e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 38599 members 
Mstep: Class 4 contains 28994 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 326410 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 12455 members 
Mstep: Class 11 contains 17542 members 
Mstep: Class 12 contains 143047 members 
Mstep: Class 13 contains 41325 members 
Mstep: Class 14 contains 46711 members 
Mstep: Class 15 contains 295708 members 
Mstep: Class 16 contains 130595 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 168464 members 
Mstep: Class 19 contains 286734 members 
Mstep: Class 20 contains 61852 members 
Mstep: Class 21 contains 20260 members 
Mstep: Class 22 contains 109669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271520.000000 Penalty: 71383.031250
Iteration 33Q: 21 clusters Score -1.502715e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 37881 members 
Mstep: Class 4 contains 28953 members 
Mstep: Class 5 contains 14160 members 
Mstep: Class 6 contains 8529 members 
Mstep: Class 7 contains 326844 members 
Mstep: Class 8 contains 13955 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 11 contains 17735 members 
Mstep: Class 12 contains 143050 members 
Mstep: Class 13 contains 40939 members 
Mstep: Class 14 contains 46596 members 
Mstep: Class 15 contains 295754 members 
Mstep: Class 16 contains 130581 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 169192 members 
Mstep: Class 19 contains 286846 members 
Mstep: Class 20 contains 61799 members 
Mstep: Class 21 contains 20260 members 
Mstep: Class 22 contains 109446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271248.000000 Penalty: 71383.031250
Iteration 34Q: 21 clusters Score -1.502712e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 37249 members 
Mstep: Class 4 contains 28913 members 
Mstep: Class 5 contains 14184 members 
Mstep: Class 6 contains 8538 members 
Mstep: Class 7 contains 327216 members 
Mstep: Class 8 contains 13988 members 
Mstep: Class 9 contains 12502 members 
Mstep: Class 11 contains 17899 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 40620 members 
Mstep: Class 14 contains 46504 members 
Mstep: Class 15 contains 295798 members 
Mstep: Class 16 contains 130562 members 
Mstep: Class 17 contains 3563 members 
Mstep: Class 18 contains 169837 members 
Mstep: Class 19 contains 286927 members 
Mstep: Class 20 contains 61774 members 
Mstep: Class 21 contains 20264 members 
Mstep: Class 22 contains 109232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271120.000000 Penalty: 71383.031250
Iteration 35Q: 21 clusters Score -1.502711e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 4 contains 28895 members 
Mstep: Class 5 contains 14205 members 
Mstep: Class 6 contains 8549 members 
Mstep: Class 7 contains 327563 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 12520 members 
Mstep: Class 11 contains 18025 members 
Mstep: Class 12 contains 143046 members 
Mstep: Class 13 contains 40341 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 15 contains 295827 members 
Mstep: Class 16 contains 130559 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 18 contains 170383 members 
Mstep: Class 19 contains 287030 members 
Mstep: Class 20 contains 61746 members 
Mstep: Class 21 contains 20266 members 
Mstep: Class 22 contains 109022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271504.000000 Penalty: 71383.031250
Iteration 36Q: 21 clusters Score -1.502715e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 36255 members 
Mstep: Class 4 contains 28880 members 
Mstep: Class 5 contains 14221 members 
Mstep: Class 6 contains 8561 members 
Mstep: Class 7 contains 327920 members 
Mstep: Class 8 contains 14014 members 
Mstep: Class 9 contains 12526 members 
Mstep: Class 11 contains 18138 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 40135 members 
Mstep: Class 14 contains 46349 members 
Mstep: Class 15 contains 295855 members 
Mstep: Class 16 contains 130532 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 170842 members 
Mstep: Class 19 contains 287085 members 
Mstep: Class 20 contains 61725 members 
Mstep: Class 21 contains 20270 members 
Mstep: Class 22 contains 108805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150271920.000000 Penalty: 71383.031250
Iteration 37Q: 21 clusters Score -1.502719e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 4 contains 28865 members 
Mstep: Class 5 contains 14242 members 
Mstep: Class 6 contains 8568 members 
Mstep: Class 7 contains 328211 members 
Mstep: Class 8 contains 14018 members 
Mstep: Class 9 contains 12537 members 
Mstep: Class 11 contains 18239 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39938 members 
Mstep: Class 14 contains 46308 members 
Mstep: Class 15 contains 295875 members 
Mstep: Class 16 contains 130533 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 171246 members 
Mstep: Class 19 contains 287151 members 
Mstep: Class 20 contains 61701 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 108624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150272528.000000 Penalty: 71383.031250
Iteration 38Q: 21 clusters Score -1.502725e+08 nChanged 1351
Entering ConstructFrom: 
Score: -150272528.000000 Penalty: 71383.031250
Entering ConstructFrom: 
Trying to split cluster 1 (10567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Entering Unmasked Estep 
Score: -677950.625000 Penalty: 2297.841797
	Iteration 0F: 2 clusters Score -677950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -670286.062500 Penalty: 4595.683594
	Iteration 0F: 3 clusters Score -670286.1 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -676809.437500 Penalty: 4595.683594
	Iteration 1F: 3 clusters Score -676809.4 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -683276.875000 Penalty: 4595.683594
	Iteration 2F: 3 clusters Score -683276.9 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -688476.187500 Penalty: 4595.683594
	Iteration 3F: 3 clusters Score -688476.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -689343.250000 Penalty: 4595.683594
	Iteration 4F: 3 clusters Score -689343.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -689538.812500 Penalty: 4595.683594
	Iteration 5Q: 3 clusters Score -689538.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -689615.625000 Penalty: 4595.683594
	Iteration 6Q: 3 clusters Score -689615.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -689660.437500 Penalty: 4595.683594
	Iteration 7Q: 3 clusters Score -689660.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -689688.312500 Penalty: 4595.683594
	Iteration 8Q: 3 clusters Score -689688.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -689711.437500 Penalty: 4595.683594
	Iteration 9Q: 3 clusters Score -689711.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -689728.875000 Penalty: 4595.683594
	Iteration 10Q: 3 clusters Score -689728.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -689744.562500 Penalty: 4595.683594
	Iteration 11Q: 3 clusters Score -689744.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -689757.625000 Penalty: 4595.683594
	Iteration 12Q: 3 clusters Score -689757.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -689769.625000 Penalty: 4595.683594
	Iteration 13Q: 3 clusters Score -689769.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -689783.750000 Penalty: 4595.683594
	Iteration 14Q: 3 clusters Score -689783.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -689795.062500 Penalty: 4595.683594
	Iteration 15Q: 3 clusters Score -689795.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -689807.687500 Penalty: 4595.683594
	Iteration 16Q: 3 clusters Score -689807.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -689823.687500 Penalty: 4595.683594
	Iteration 17Q: 3 clusters Score -689823.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -689834.000000 Penalty: 4595.683594
	Iteration 18Q: 3 clusters Score -689834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -689841.375000 Penalty: 4595.683594
	Iteration 19Q: 3 clusters Score -689841.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -689856.312500 Penalty: 4595.683594
	Iteration 20F: 3 clusters Score -689856.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -689874.937500 Penalty: 4595.683594
	Iteration 21Q: 3 clusters Score -689874.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -689905.000000 Penalty: 4595.683594
	Iteration 22Q: 3 clusters Score -689905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -689947.625000 Penalty: 4595.683594
	Iteration 23Q: 3 clusters Score -689947.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -690004.937500 Penalty: 4595.683594
	Iteration 24Q: 3 clusters Score -690004.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -690076.812500 Penalty: 4595.683594
	Iteration 25Q: 3 clusters Score -690076.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -690139.875000 Penalty: 4595.683594
	Iteration 26Q: 3 clusters Score -690139.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -690184.562500 Penalty: 4595.683594
	Iteration 27Q: 3 clusters Score -690184.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -690230.500000 Penalty: 4595.683594
	Iteration 28Q: 3 clusters Score -690230.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -690285.062500 Penalty: 4595.683594
	Iteration 29Q: 3 clusters Score -690285.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -690337.625000 Penalty: 4595.683594
	Iteration 30Q: 3 clusters Score -690337.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -690389.812500 Penalty: 4595.683594
	Iteration 31Q: 3 clusters Score -690389.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -690437.125000 Penalty: 4595.683594
	Iteration 32Q: 3 clusters Score -690437.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -690482.500000 Penalty: 4595.683594
	Iteration 33Q: 3 clusters Score -690482.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -690560.812500 Penalty: 4595.683594
	Iteration 34Q: 3 clusters Score -690560.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -690744.312500 Penalty: 4595.683594
	Iteration 35Q: 3 clusters Score -690744.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -691139.125000 Penalty: 4595.683594
	Iteration 36Q: 3 clusters Score -691139.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -691585.312500 Penalty: 4595.683594
	Iteration 37Q: 3 clusters Score -691585.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -691640.250000 Penalty: 4595.683594
	Iteration 38Q: 3 clusters Score -691640.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -691645.500000 Penalty: 4595.683594
	Iteration 39Q: 3 clusters Score -691645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -691647.187500 Penalty: 4595.683594
	Iteration 40F: 3 clusters Score -691647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -691648.687500 Penalty: 4595.683594
	Iteration 41Q: 3 clusters Score -691648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -691649.125000 Penalty: 4595.683594
	Iteration 42Q: 3 clusters Score -691649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -691648.125000 Penalty: 4595.683594
	Iteration 43Q: 3 clusters Score -691648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -691648.062500 Penalty: 4595.683594
	Iteration 44Q: 3 clusters Score -691648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -691649.437500 Penalty: 4595.683594
	Iteration 45Q: 3 clusters Score -691649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -691649.437500 Penalty: 4595.683594
	Iteration 46F: 3 clusters Score -691649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 35529 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 28840 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 8576 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Entering Unmasked Estep 
Score: -150284768.000000 Penalty: 74952.187500
Splitting cluster 1 changes total score from -150272528.000000 to -150284768.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (35529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Entering Unmasked Estep 
Score: -2636783.250000 Penalty: 2598.569824
	Iteration 0F: 2 clusters Score -2636783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2612643.500000 Penalty: 5197.139648
	Iteration 0F: 3 clusters Score -2612644 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2622724.500000 Penalty: 5197.139648
	Iteration 1F: 3 clusters Score -2622724 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2624609.250000 Penalty: 5197.139648
	Iteration 2F: 3 clusters Score -2624609 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2626377.000000 Penalty: 5197.139648
	Iteration 3F: 3 clusters Score -2626377 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2627854.500000 Penalty: 5197.139648
	Iteration 4F: 3 clusters Score -2627854 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2629044.500000 Penalty: 5197.139648
	Iteration 5F: 3 clusters Score -2629044 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2630107.250000 Penalty: 5197.139648
	Iteration 6F: 3 clusters Score -2630107 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2631035.500000 Penalty: 5197.139648
	Iteration 7Q: 3 clusters Score -2631036 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2631815.500000 Penalty: 5197.139648
	Iteration 8Q: 3 clusters Score -2631816 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2632336.500000 Penalty: 5197.139648
	Iteration 9Q: 3 clusters Score -2632336 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2632652.000000 Penalty: 5197.139648
	Iteration 10Q: 3 clusters Score -2632652 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2632870.750000 Penalty: 5197.139648
	Iteration 11Q: 3 clusters Score -2632871 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2633029.500000 Penalty: 5197.139648
	Iteration 12Q: 3 clusters Score -2633030 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2633124.750000 Penalty: 5197.139648
	Iteration 13Q: 3 clusters Score -2633125 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2633209.750000 Penalty: 5197.139648
	Iteration 14Q: 3 clusters Score -2633210 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2633271.250000 Penalty: 5197.139648
	Iteration 15Q: 3 clusters Score -2633271 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2633328.000000 Penalty: 5197.139648
	Iteration 16Q: 3 clusters Score -2633328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2633390.250000 Penalty: 5197.139648
	Iteration 17Q: 3 clusters Score -2633390 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2633439.000000 Penalty: 5197.139648
	Iteration 18Q: 3 clusters Score -2633439 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2633484.500000 Penalty: 5197.139648
	Iteration 19Q: 3 clusters Score -2633484 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2633533.250000 Penalty: 5197.139648
	Iteration 20F: 3 clusters Score -2633533 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2633581.750000 Penalty: 5197.139648
	Iteration 21Q: 3 clusters Score -2633582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2633652.250000 Penalty: 5197.139648
	Iteration 22Q: 3 clusters Score -2633652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2633694.250000 Penalty: 5197.139648
	Iteration 23Q: 3 clusters Score -2633694 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2633757.000000 Penalty: 5197.139648
	Iteration 24Q: 3 clusters Score -2633757 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2633834.500000 Penalty: 5197.139648
	Iteration 25Q: 3 clusters Score -2633834 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2633913.500000 Penalty: 5197.139648
	Iteration 26Q: 3 clusters Score -2633914 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2634023.000000 Penalty: 5197.139648
	Iteration 27Q: 3 clusters Score -2634023 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2634162.500000 Penalty: 5197.139648
	Iteration 28Q: 3 clusters Score -2634162 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2634353.500000 Penalty: 5197.139648
	Iteration 29Q: 3 clusters Score -2634354 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2634613.250000 Penalty: 5197.139648
	Iteration 30Q: 3 clusters Score -2634613 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2634973.250000 Penalty: 5197.139648
	Iteration 31Q: 3 clusters Score -2634973 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2635563.250000 Penalty: 5197.139648
	Iteration 32Q: 3 clusters Score -2635563 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2636334.000000 Penalty: 5197.139648
	Iteration 33Q: 3 clusters Score -2636334 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2637223.500000 Penalty: 5197.139648
	Iteration 34Q: 3 clusters Score -2637224 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2638017.750000 Penalty: 5197.139648
	Iteration 35Q: 3 clusters Score -2638018 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2638637.000000 Penalty: 5197.139648
	Iteration 36Q: 3 clusters Score -2638637 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2639204.500000 Penalty: 5197.139648
	Iteration 37Q: 3 clusters Score -2639204 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2639721.750000 Penalty: 5197.139648
	Iteration 38Q: 3 clusters Score -2639722 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2640246.750000 Penalty: 5197.139648
	Iteration 39Q: 3 clusters Score -2640247 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -2640795.250000 Penalty: 5197.139648
	Iteration 40F: 3 clusters Score -2640795 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2641315.500000 Penalty: 5197.139648
	Iteration 41Q: 3 clusters Score -2641316 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2641640.250000 Penalty: 5197.139648
	Iteration 42Q: 3 clusters Score -2641640 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2641777.750000 Penalty: 5197.139648
	Iteration 43Q: 3 clusters Score -2641778 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2641863.500000 Penalty: 5197.139648
	Iteration 44Q: 3 clusters Score -2641864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2641914.000000 Penalty: 5197.139648
	Iteration 45Q: 3 clusters Score -2641914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -2641947.000000 Penalty: 5197.139648
	Iteration 46Q: 3 clusters Score -2641947 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -2641967.500000 Penalty: 5197.139648
	Iteration 47Q: 3 clusters Score -2641968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -2641975.000000 Penalty: 5197.139648
	Iteration 48Q: 3 clusters Score -2641975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2641984.750000 Penalty: 5197.139648
	Iteration 49Q: 3 clusters Score -2641985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -2641997.000000 Penalty: 5197.139648
	Iteration 50Q: 3 clusters Score -2641997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -2642002.000000 Penalty: 5197.139648
	Iteration 51Q: 3 clusters Score -2642002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2642001.500000 Penalty: 5197.139648
	Iteration 52Q: 3 clusters Score -2642002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2642000.250000 Penalty: 5197.139648
	Iteration 53Q: 3 clusters Score -2642000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -2641999.250000 Penalty: 5197.139648
	Iteration 54Q: 3 clusters Score -2641999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2641996.750000 Penalty: 5197.139648
	Iteration 55Q: 3 clusters Score -2641997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -2642007.750000 Penalty: 5197.139648
	Iteration 56Q: 3 clusters Score -2642008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2642010.000000 Penalty: 5197.139648
	Iteration 57Q: 3 clusters Score -2642010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2642010.750000 Penalty: 5197.139648
	Iteration 58Q: 3 clusters Score -2642011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -2642009.000000 Penalty: 5197.139648
	Iteration 59Q: 3 clusters Score -2642009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -2642013.000000 Penalty: 5197.139648
	Iteration 60F: 3 clusters Score -2642013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -2642017.750000 Penalty: 5197.139648
	Iteration 61Q: 3 clusters Score -2642018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -2642017.250000 Penalty: 5197.139648
	Iteration 62Q: 3 clusters Score -2642017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -2642013.750000 Penalty: 5197.139648
	Iteration 63Q: 3 clusters Score -2642014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -2642016.500000 Penalty: 5197.139648
	Iteration 64Q: 3 clusters Score -2642016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -2642017.000000 Penalty: 5197.139648
	Iteration 65Q: 3 clusters Score -2642017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -2642018.250000 Penalty: 5197.139648
	Iteration 66Q: 3 clusters Score -2642018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -2642018.250000 Penalty: 5197.139648
	Iteration 67F: 3 clusters Score -2642018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 28840 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 8576 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Entering Unmasked Estep 
Score: -150289760.000000 Penalty: 78521.335938
Splitting cluster 2 changes total score from -150272528.000000 to -150289760.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (28840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Entering Unmasked Estep 
Score: -2078114.500000 Penalty: 2546.840576
	Iteration 0F: 2 clusters Score -2078114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2058464.375000 Penalty: 5093.681152
	Iteration 0F: 3 clusters Score -2058464 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2068775.125000 Penalty: 5093.681152
	Iteration 1F: 3 clusters Score -2068775 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2074664.375000 Penalty: 5093.681152
	Iteration 2F: 3 clusters Score -2074664 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2082685.375000 Penalty: 5093.681152
	Iteration 3F: 3 clusters Score -2082685 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2087177.000000 Penalty: 5093.681152
	Iteration 4F: 3 clusters Score -2087177 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2088724.000000 Penalty: 5093.681152
	Iteration 5F: 3 clusters Score -2088724 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2089134.250000 Penalty: 5093.681152
	Iteration 6Q: 3 clusters Score -2089134 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2089237.250000 Penalty: 5093.681152
	Iteration 7Q: 3 clusters Score -2089237 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2089285.125000 Penalty: 5093.681152
	Iteration 8Q: 3 clusters Score -2089285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2089299.125000 Penalty: 5093.681152
	Iteration 9Q: 3 clusters Score -2089299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2089309.625000 Penalty: 5093.681152
	Iteration 10Q: 3 clusters Score -2089310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2089307.375000 Penalty: 5093.681152
	Iteration 11Q: 3 clusters Score -2089307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2089310.375000 Penalty: 5093.681152
	Iteration 12Q: 3 clusters Score -2089310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2089311.125000 Penalty: 5093.681152
	Iteration 13Q: 3 clusters Score -2089311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2089312.875000 Penalty: 5093.681152
	Iteration 14Q: 3 clusters Score -2089313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2089317.875000 Penalty: 5093.681152
	Iteration 15Q: 3 clusters Score -2089318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2089319.625000 Penalty: 5093.681152
	Iteration 16Q: 3 clusters Score -2089320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2089321.375000 Penalty: 5093.681152
	Iteration 17Q: 3 clusters Score -2089321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2089322.875000 Penalty: 5093.681152
	Iteration 18Q: 3 clusters Score -2089323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2089322.125000 Penalty: 5093.681152
	Iteration 19Q: 3 clusters Score -2089322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2089320.000000 Penalty: 5093.681152
	Iteration 20F: 3 clusters Score -2089320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2089314.625000 Penalty: 5093.681152
	Iteration 21Q: 3 clusters Score -2089315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2089321.375000 Penalty: 5093.681152
	Iteration 22Q: 3 clusters Score -2089321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2089320.625000 Penalty: 5093.681152
	Iteration 23Q: 3 clusters Score -2089321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2089316.625000 Penalty: 5093.681152
	Iteration 24Q: 3 clusters Score -2089317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2089320.000000 Penalty: 5093.681152
	Iteration 25Q: 3 clusters Score -2089320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2089320.125000 Penalty: 5093.681152
	Iteration 26Q: 3 clusters Score -2089320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2089320.000000 Penalty: 5093.681152
	Iteration 27Q: 3 clusters Score -2089320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2089320.000000 Penalty: 5093.681152
	Iteration 28F: 3 clusters Score -2089320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 8576 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Entering Unmasked Estep 
Score: -150300688.000000 Penalty: 82090.492188
Splitting cluster 4 changes total score from -150272528.000000 to -150300688.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (14266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Entering Unmasked Estep 
Score: -1029218.187500 Penalty: 2372.277344
	Iteration 0F: 2 clusters Score -1029218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1018947.812500 Penalty: 4744.554688
	Iteration 0F: 3 clusters Score -1018948 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1023100.312500 Penalty: 4744.554688
	Iteration 1F: 3 clusters Score -1023100 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1024773.937500 Penalty: 4744.554688
	Iteration 2F: 3 clusters Score -1024774 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1028465.500000 Penalty: 4744.554688
	Iteration 3F: 3 clusters Score -1028466 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1034418.125000 Penalty: 4744.554688
	Iteration 4F: 3 clusters Score -1034418 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1037279.187500 Penalty: 4744.554688
	Iteration 5F: 3 clusters Score -1037279 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1037926.500000 Penalty: 4744.554688
	Iteration 6Q: 3 clusters Score -1037926 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1038091.125000 Penalty: 4744.554688
	Iteration 7Q: 3 clusters Score -1038091 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1038161.875000 Penalty: 4744.554688
	Iteration 8Q: 3 clusters Score -1038162 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1038221.937500 Penalty: 4744.554688
	Iteration 9Q: 3 clusters Score -1038222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1038270.687500 Penalty: 4744.554688
	Iteration 10Q: 3 clusters Score -1038271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1038296.375000 Penalty: 4744.554688
	Iteration 11Q: 3 clusters Score -1038296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1038329.312500 Penalty: 4744.554688
	Iteration 12Q: 3 clusters Score -1038329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1038364.812500 Penalty: 4744.554688
	Iteration 13Q: 3 clusters Score -1038365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1038402.937500 Penalty: 4744.554688
	Iteration 14Q: 3 clusters Score -1038403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1038429.437500 Penalty: 4744.554688
	Iteration 15Q: 3 clusters Score -1038429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1038455.625000 Penalty: 4744.554688
	Iteration 16Q: 3 clusters Score -1038456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1038479.875000 Penalty: 4744.554688
	Iteration 17Q: 3 clusters Score -1038480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1038496.812500 Penalty: 4744.554688
	Iteration 18Q: 3 clusters Score -1038497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1038511.937500 Penalty: 4744.554688
	Iteration 19Q: 3 clusters Score -1038512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1038528.125000 Penalty: 4744.554688
	Iteration 20F: 3 clusters Score -1038528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1038540.375000 Penalty: 4744.554688
	Iteration 21Q: 3 clusters Score -1038540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1038558.937500 Penalty: 4744.554688
	Iteration 22Q: 3 clusters Score -1038559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1038579.437500 Penalty: 4744.554688
	Iteration 23Q: 3 clusters Score -1038579 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1038610.375000 Penalty: 4744.554688
	Iteration 24Q: 3 clusters Score -1038610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1038648.687500 Penalty: 4744.554688
	Iteration 25Q: 3 clusters Score -1038649 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1038699.812500 Penalty: 4744.554688
	Iteration 26Q: 3 clusters Score -1038700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1038754.375000 Penalty: 4744.554688
	Iteration 27Q: 3 clusters Score -1038754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1038825.875000 Penalty: 4744.554688
	Iteration 28Q: 3 clusters Score -1038826 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1038924.500000 Penalty: 4744.554688
	Iteration 29Q: 3 clusters Score -1038924 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1039074.812500 Penalty: 4744.554688
	Iteration 30Q: 3 clusters Score -1039075 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1039273.687500 Penalty: 4744.554688
	Iteration 31Q: 3 clusters Score -1039274 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1039519.125000 Penalty: 4744.554688
	Iteration 32Q: 3 clusters Score -1039519 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1039870.187500 Penalty: 4744.554688
	Iteration 33Q: 3 clusters Score -1039870 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1040326.312500 Penalty: 4744.554688
	Iteration 34Q: 3 clusters Score -1040326 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1040846.000000 Penalty: 4744.554688
	Iteration 35Q: 3 clusters Score -1040846 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1041538.500000 Penalty: 4744.554688
	Iteration 36Q: 3 clusters Score -1041538 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1042664.125000 Penalty: 4744.554688
	Iteration 37Q: 3 clusters Score -1042664 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1043670.125000 Penalty: 4744.554688
	Iteration 38Q: 3 clusters Score -1043670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1043960.562500 Penalty: 4744.554688
	Iteration 39Q: 3 clusters Score -1043961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1043967.750000 Penalty: 4744.554688
	Iteration 40F: 3 clusters Score -1043968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1043967.875000 Penalty: 4744.554688
	Iteration 41Q: 3 clusters Score -1043968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1043967.875000 Penalty: 4744.554688
	Iteration 42F: 3 clusters Score -1043968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 8576 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Entering Unmasked Estep 
Score: -150316768.000000 Penalty: 85659.640625
Splitting cluster 5 changes total score from -150272528.000000 to -150316768.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (8576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Entering Unmasked Estep 
Score: -626653.812500 Penalty: 2246.067139
	Iteration 0F: 2 clusters Score -626653.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -620181.375000 Penalty: 4492.134277
	Iteration 0F: 3 clusters Score -620181.4 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -627317.937500 Penalty: 4492.134277
	Iteration 1F: 3 clusters Score -627317.9 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -631406.375000 Penalty: 4492.134277
	Iteration 2F: 3 clusters Score -631406.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -632206.750000 Penalty: 4492.134277
	Iteration 3F: 3 clusters Score -632206.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -632380.062500 Penalty: 4492.134277
	Iteration 4Q: 3 clusters Score -632380.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -632437.187500 Penalty: 4492.134277
	Iteration 5Q: 3 clusters Score -632437.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -632458.875000 Penalty: 4492.134277
	Iteration 6Q: 3 clusters Score -632458.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -632471.250000 Penalty: 4492.134277
	Iteration 7Q: 3 clusters Score -632471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -632479.750000 Penalty: 4492.134277
	Iteration 8Q: 3 clusters Score -632479.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -632481.750000 Penalty: 4492.134277
	Iteration 9Q: 3 clusters Score -632481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -632483.937500 Penalty: 4492.134277
	Iteration 10Q: 3 clusters Score -632483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -632486.312500 Penalty: 4492.134277
	Iteration 11Q: 3 clusters Score -632486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -632485.687500 Penalty: 4492.134277
	Iteration 12Q: 3 clusters Score -632485.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -632486.625000 Penalty: 4492.134277
	Iteration 13Q: 3 clusters Score -632486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -632487.125000 Penalty: 4492.134277
	Iteration 14Q: 3 clusters Score -632487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -632487.125000 Penalty: 4492.134277
	Iteration 15F: 3 clusters Score -632487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 14015 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Entering Unmasked Estep 
Score: -150323584.000000 Penalty: 89228.789062
Splitting cluster 6 changes total score from -150272528.000000 to -150323584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (328492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328492 members 
Entering Unmasked Estep 
Score: -26441252.000000 Penalty: 3150.162354
	Iteration 0F: 2 clusters Score -2.644125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -26220412.000000 Penalty: 6300.324707
	Iteration 0F: 3 clusters Score -2.622041e+07 nChanged 159098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -26315376.000000 Penalty: 6300.324707
	Iteration 1F: 3 clusters Score -2.631538e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183789 members 
Mstep: Class 2 contains 144703 members 
Entering Unmasked Estep 
Score: -26318194.000000 Penalty: 6300.324707
	Iteration 2Q: 3 clusters Score -2.631819e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196305 members 
Mstep: Class 2 contains 132187 members 
Entering Unmasked Estep 
Score: -26324102.000000 Penalty: 6300.324707
	Iteration 3Q: 3 clusters Score -2.63241e+07 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215599 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -26335746.000000 Penalty: 6300.324707
	Iteration 4F: 3 clusters Score -2.633575e+07 nChanged 27773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242758 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -26358060.000000 Penalty: 6300.324707
	Iteration 5F: 3 clusters Score -2.635806e+07 nChanged 31799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274003 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -26389264.000000 Penalty: 6300.324707
	Iteration 6F: 3 clusters Score -2.638926e+07 nChanged 26328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299801 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -26416678.000000 Penalty: 6300.324707
	Iteration 7F: 3 clusters Score -2.641668e+07 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314301 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -26430824.000000 Penalty: 6300.324707
	Iteration 8Q: 3 clusters Score -2.643082e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320647 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -26436120.000000 Penalty: 6300.324707
	Iteration 9Q: 3 clusters Score -2.643612e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323426 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -26437956.000000 Penalty: 6300.324707
	Iteration 10Q: 3 clusters Score -2.643796e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324749 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -26438556.000000 Penalty: 6300.324707
	Iteration 11Q: 3 clusters Score -2.643856e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325392 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -26438760.000000 Penalty: 6300.324707
	Iteration 12Q: 3 clusters Score -2.643876e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325788 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -26438896.000000 Penalty: 6300.324707
	Iteration 13Q: 3 clusters Score -2.64389e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326026 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -26439046.000000 Penalty: 6300.324707
	Iteration 14Q: 3 clusters Score -2.643905e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326207 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -26439160.000000 Penalty: 6300.324707
	Iteration 15Q: 3 clusters Score -2.643916e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326327 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -26439206.000000 Penalty: 6300.324707
	Iteration 16Q: 3 clusters Score -2.643921e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326406 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -26439198.000000 Penalty: 6300.324707
	Iteration 17Q: 3 clusters Score -2.64392e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326467 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -26439212.000000 Penalty: 6300.324707
	Iteration 18Q: 3 clusters Score -2.643921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326523 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -26439210.000000 Penalty: 6300.324707
	Iteration 19Q: 3 clusters Score -2.643921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326556 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -26439208.000000 Penalty: 6300.324707
	Iteration 20F: 3 clusters Score -2.643921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326591 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -26439208.000000 Penalty: 6300.324707
	Iteration 21Q: 3 clusters Score -2.643921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326609 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -26439238.000000 Penalty: 6300.324707
	Iteration 22Q: 3 clusters Score -2.643924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326624 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -26439220.000000 Penalty: 6300.324707
	Iteration 23Q: 3 clusters Score -2.643922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326636 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -26439192.000000 Penalty: 6300.324707
	Iteration 24Q: 3 clusters Score -2.643919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326650 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -26439210.000000 Penalty: 6300.324707
	Iteration 25Q: 3 clusters Score -2.643921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326664 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -26439244.000000 Penalty: 6300.324707
	Iteration 26Q: 3 clusters Score -2.643924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326677 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -26439248.000000 Penalty: 6300.324707
	Iteration 27Q: 3 clusters Score -2.643925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326687 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -26439256.000000 Penalty: 6300.324707
	Iteration 28Q: 3 clusters Score -2.643926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326698 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -26439284.000000 Penalty: 6300.324707
	Iteration 29Q: 3 clusters Score -2.643928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326706 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -26439302.000000 Penalty: 6300.324707
	Iteration 30Q: 3 clusters Score -2.64393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326710 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -26439308.000000 Penalty: 6300.324707
	Iteration 31Q: 3 clusters Score -2.643931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326718 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -26439310.000000 Penalty: 6300.324707
	Iteration 32Q: 3 clusters Score -2.643931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326725 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -26439330.000000 Penalty: 6300.324707
	Iteration 33Q: 3 clusters Score -2.643933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326729 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -26439332.000000 Penalty: 6300.324707
	Iteration 34Q: 3 clusters Score -2.643933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326731 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -26439312.000000 Penalty: 6300.324707
	Iteration 35Q: 3 clusters Score -2.643931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326736 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -26439302.000000 Penalty: 6300.324707
	Iteration 36Q: 3 clusters Score -2.64393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326739 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -26439314.000000 Penalty: 6300.324707
	Iteration 37Q: 3 clusters Score -2.643931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326740 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -26439290.000000 Penalty: 6300.324707
	Iteration 38Q: 3 clusters Score -2.643929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326741 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -26439314.000000 Penalty: 6300.324707
	Iteration 39Q: 3 clusters Score -2.643931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326741 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -26439314.000000 Penalty: 6300.324707
	Iteration 40F: 3 clusters Score -2.643931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Entering Unmasked Estep 
Score: -1244870.875000 Penalty: 2367.875000
	Iteration 0F: 2 clusters Score -1244871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1235089.875000 Penalty: 4735.750000
	Iteration 0F: 3 clusters Score -1235090 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1240760.000000 Penalty: 4735.750000
	Iteration 1F: 3 clusters Score -1240760 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1242757.875000 Penalty: 4735.750000
	Iteration 2F: 3 clusters Score -1242758 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1244441.000000 Penalty: 4735.750000
	Iteration 3F: 3 clusters Score -1244441 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1246070.750000 Penalty: 4735.750000
	Iteration 4F: 3 clusters Score -1246071 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1247531.500000 Penalty: 4735.750000
	Iteration 5F: 3 clusters Score -1247532 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1248495.500000 Penalty: 4735.750000
	Iteration 6F: 3 clusters Score -1248496 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1249351.375000 Penalty: 4735.750000
	Iteration 7Q: 3 clusters Score -1249351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1249962.375000 Penalty: 4735.750000
	Iteration 8Q: 3 clusters Score -1249962 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1250313.250000 Penalty: 4735.750000
	Iteration 9Q: 3 clusters Score -1250313 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1250459.625000 Penalty: 4735.750000
	Iteration 10Q: 3 clusters Score -1250460 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1250526.625000 Penalty: 4735.750000
	Iteration 11Q: 3 clusters Score -1250527 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1250576.500000 Penalty: 4735.750000
	Iteration 12Q: 3 clusters Score -1250576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1250601.125000 Penalty: 4735.750000
	Iteration 13Q: 3 clusters Score -1250601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1250622.500000 Penalty: 4735.750000
	Iteration 14Q: 3 clusters Score -1250622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1250644.250000 Penalty: 4735.750000
	Iteration 15Q: 3 clusters Score -1250644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1250664.625000 Penalty: 4735.750000
	Iteration 16Q: 3 clusters Score -1250665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1250672.000000 Penalty: 4735.750000
	Iteration 17Q: 3 clusters Score -1250672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1250681.250000 Penalty: 4735.750000
	Iteration 18Q: 3 clusters Score -1250681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1250685.500000 Penalty: 4735.750000
	Iteration 19Q: 3 clusters Score -1250686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1250695.500000 Penalty: 4735.750000
	Iteration 20F: 3 clusters Score -1250696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1250704.000000 Penalty: 4735.750000
	Iteration 21Q: 3 clusters Score -1250704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1250706.875000 Penalty: 4735.750000
	Iteration 22Q: 3 clusters Score -1250707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1250708.250000 Penalty: 4735.750000
	Iteration 23Q: 3 clusters Score -1250708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1250713.000000 Penalty: 4735.750000
	Iteration 24Q: 3 clusters Score -1250713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1250714.500000 Penalty: 4735.750000
	Iteration 25Q: 3 clusters Score -1250714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1250719.625000 Penalty: 4735.750000
	Iteration 26Q: 3 clusters Score -1250720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1250722.625000 Penalty: 4735.750000
	Iteration 27Q: 3 clusters Score -1250723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1250727.500000 Penalty: 4735.750000
	Iteration 28Q: 3 clusters Score -1250728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1250728.375000 Penalty: 4735.750000
	Iteration 29Q: 3 clusters Score -1250728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1250732.750000 Penalty: 4735.750000
	Iteration 30Q: 3 clusters Score -1250733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1250727.375000 Penalty: 4735.750000
	Iteration 31Q: 3 clusters Score -1250727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1250730.125000 Penalty: 4735.750000
	Iteration 32Q: 3 clusters Score -1250730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1250730.000000 Penalty: 4735.750000
	Iteration 33Q: 3 clusters Score -1250730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1250730.750000 Penalty: 4735.750000
	Iteration 34Q: 3 clusters Score -1250731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1250734.625000 Penalty: 4735.750000
	Iteration 35Q: 3 clusters Score -1250735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1250735.750000 Penalty: 4735.750000
	Iteration 36Q: 3 clusters Score -1250736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1250739.500000 Penalty: 4735.750000
	Iteration 37Q: 3 clusters Score -1250740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1250738.250000 Penalty: 4735.750000
	Iteration 38Q: 3 clusters Score -1250738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1250738.000000 Penalty: 4735.750000
	Iteration 39Q: 3 clusters Score -1250738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1250742.125000 Penalty: 4735.750000
	Iteration 40F: 3 clusters Score -1250742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1250749.625000 Penalty: 4735.750000
	Iteration 41Q: 3 clusters Score -1250750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1250750.375000 Penalty: 4735.750000
	Iteration 42Q: 3 clusters Score -1250750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1250752.625000 Penalty: 4735.750000
	Iteration 43Q: 3 clusters Score -1250753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1250755.500000 Penalty: 4735.750000
	Iteration 44Q: 3 clusters Score -1250756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1250755.500000 Penalty: 4735.750000
	Iteration 45Q: 3 clusters Score -1250756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1250761.250000 Penalty: 4735.750000
	Iteration 46Q: 3 clusters Score -1250761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1250762.125000 Penalty: 4735.750000
	Iteration 47Q: 3 clusters Score -1250762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1250762.375000 Penalty: 4735.750000
	Iteration 48Q: 3 clusters Score -1250762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1250761.625000 Penalty: 4735.750000
	Iteration 49Q: 3 clusters Score -1250762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1250760.625000 Penalty: 4735.750000
	Iteration 50Q: 3 clusters Score -1250761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1250760.750000 Penalty: 4735.750000
	Iteration 51Q: 3 clusters Score -1250761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1250763.000000 Penalty: 4735.750000
	Iteration 52Q: 3 clusters Score -1250763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1250764.250000 Penalty: 4735.750000
	Iteration 53Q: 3 clusters Score -1250764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1250762.125000 Penalty: 4735.750000
	Iteration 54Q: 3 clusters Score -1250762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1250767.375000 Penalty: 4735.750000
	Iteration 55Q: 3 clusters Score -1250767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1250767.625000 Penalty: 4735.750000
	Iteration 56Q: 3 clusters Score -1250768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1250764.875000 Penalty: 4735.750000
	Iteration 57Q: 3 clusters Score -1250765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1250766.500000 Penalty: 4735.750000
	Iteration 58Q: 3 clusters Score -1250766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1250767.000000 Penalty: 4735.750000
	Iteration 59Q: 3 clusters Score -1250767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1250769.250000 Penalty: 4735.750000
	Iteration 60F: 3 clusters Score -1250769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1250770.250000 Penalty: 4735.750000
	Iteration 61Q: 3 clusters Score -1250770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1250773.000000 Penalty: 4735.750000
	Iteration 62Q: 3 clusters Score -1250773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1250774.875000 Penalty: 4735.750000
	Iteration 63Q: 3 clusters Score -1250775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1250775.375000 Penalty: 4735.750000
	Iteration 64Q: 3 clusters Score -1250775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1250779.750000 Penalty: 4735.750000
	Iteration 65Q: 3 clusters Score -1250780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1250784.750000 Penalty: 4735.750000
	Iteration 66Q: 3 clusters Score -1250785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1250783.750000 Penalty: 4735.750000
	Iteration 67Q: 3 clusters Score -1250784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1250784.250000 Penalty: 4735.750000
	Iteration 68Q: 3 clusters Score -1250784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1250789.000000 Penalty: 4735.750000
	Iteration 69Q: 3 clusters Score -1250789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1250791.875000 Penalty: 4735.750000
	Iteration 70Q: 3 clusters Score -1250792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1250790.750000 Penalty: 4735.750000
	Iteration 71Q: 3 clusters Score -1250791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1250793.500000 Penalty: 4735.750000
	Iteration 72Q: 3 clusters Score -1250794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1250796.250000 Penalty: 4735.750000
	Iteration 73Q: 3 clusters Score -1250796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1250794.500000 Penalty: 4735.750000
	Iteration 74Q: 3 clusters Score -1250794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1250798.750000 Penalty: 4735.750000
	Iteration 75Q: 3 clusters Score -1250799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1250800.875000 Penalty: 4735.750000
	Iteration 76Q: 3 clusters Score -1250801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1250804.500000 Penalty: 4735.750000
	Iteration 77Q: 3 clusters Score -1250804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1250810.375000 Penalty: 4735.750000
	Iteration 78Q: 3 clusters Score -1250810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1250815.500000 Penalty: 4735.750000
	Iteration 79Q: 3 clusters Score -1250816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1250826.875000 Penalty: 4735.750000
	Iteration 80F: 3 clusters Score -1250827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1250834.125000 Penalty: 4735.750000
	Iteration 81Q: 3 clusters Score -1250834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1250833.750000 Penalty: 4735.750000
	Iteration 82Q: 3 clusters Score -1250834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1250840.250000 Penalty: 4735.750000
	Iteration 83Q: 3 clusters Score -1250840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1250845.875000 Penalty: 4735.750000
	Iteration 84Q: 3 clusters Score -1250846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1250852.500000 Penalty: 4735.750000
	Iteration 85Q: 3 clusters Score -1250852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1250847.500000 Penalty: 4735.750000
	Iteration 86Q: 3 clusters Score -1250848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1250854.750000 Penalty: 4735.750000
	Iteration 87Q: 3 clusters Score -1250855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1250854.500000 Penalty: 4735.750000
	Iteration 88Q: 3 clusters Score -1250854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1250858.375000 Penalty: 4735.750000
	Iteration 89Q: 3 clusters Score -1250858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1250861.750000 Penalty: 4735.750000
	Iteration 90Q: 3 clusters Score -1250862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1250861.750000 Penalty: 4735.750000
	Iteration 91F: 3 clusters Score -1250862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 12546 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Entering Unmasked Estep 
Score: -150329248.000000 Penalty: 92797.945312
Splitting cluster 8 changes total score from -150272528.000000 to -150329248.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (12546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Entering Unmasked Estep 
Score: -841577.250000 Penalty: 2340.414795
	Iteration 0F: 2 clusters Score -841577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -832394.062500 Penalty: 4680.829590
	Iteration 0F: 3 clusters Score -832394.1 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -835915.937500 Penalty: 4680.829590
	Iteration 1F: 3 clusters Score -835915.9 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -837032.375000 Penalty: 4680.829590
	Iteration 2F: 3 clusters Score -837032.4 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -838239.875000 Penalty: 4680.829590
	Iteration 3F: 3 clusters Score -838239.9 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -839683.250000 Penalty: 4680.829590
	Iteration 4F: 3 clusters Score -839683.2 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -841362.500000 Penalty: 4680.829590
	Iteration 5F: 3 clusters Score -841362.5 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -842701.500000 Penalty: 4680.829590
	Iteration 6F: 3 clusters Score -842701.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -843326.687500 Penalty: 4680.829590
	Iteration 7Q: 3 clusters Score -843326.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -843563.937500 Penalty: 4680.829590
	Iteration 8Q: 3 clusters Score -843563.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -843653.312500 Penalty: 4680.829590
	Iteration 9Q: 3 clusters Score -843653.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -843702.625000 Penalty: 4680.829590
	Iteration 10Q: 3 clusters Score -843702.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -843728.500000 Penalty: 4680.829590
	Iteration 11Q: 3 clusters Score -843728.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -843743.312500 Penalty: 4680.829590
	Iteration 12Q: 3 clusters Score -843743.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -843751.625000 Penalty: 4680.829590
	Iteration 13Q: 3 clusters Score -843751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -843754.062500 Penalty: 4680.829590
	Iteration 14Q: 3 clusters Score -843754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -843755.875000 Penalty: 4680.829590
	Iteration 15Q: 3 clusters Score -843755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -843754.875000 Penalty: 4680.829590
	Iteration 16Q: 3 clusters Score -843754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -843755.187500 Penalty: 4680.829590
	Iteration 17Q: 3 clusters Score -843755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -843756.562500 Penalty: 4680.829590
	Iteration 18Q: 3 clusters Score -843756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -843756.562500 Penalty: 4680.829590
	Iteration 19Q: 3 clusters Score -843756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -843756.562500 Penalty: 4680.829590
	Iteration 20F: 3 clusters Score -843756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Entering Unmasked Estep 
Score: -150330176.000000 Penalty: 96367.093750
Splitting cluster 9 changes total score from -150272528.000000 to -150330176.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (18326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Entering Unmasked Estep 
Score: -1650775.250000 Penalty: 2434.386963
	Iteration 0F: 2 clusters Score -1650775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1637894.875000 Penalty: 4868.773926
	Iteration 0F: 3 clusters Score -1637895 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1643417.250000 Penalty: 4868.773926
	Iteration 1F: 3 clusters Score -1643417 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1645886.500000 Penalty: 4868.773926
	Iteration 2F: 3 clusters Score -1645886 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1649378.500000 Penalty: 4868.773926
	Iteration 3F: 3 clusters Score -1649378 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1652836.625000 Penalty: 4868.773926
	Iteration 4F: 3 clusters Score -1652837 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1655121.000000 Penalty: 4868.773926
	Iteration 5F: 3 clusters Score -1655121 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1656395.250000 Penalty: 4868.773926
	Iteration 6Q: 3 clusters Score -1656395 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1657025.250000 Penalty: 4868.773926
	Iteration 7Q: 3 clusters Score -1657025 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1657343.625000 Penalty: 4868.773926
	Iteration 8Q: 3 clusters Score -1657344 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1657492.750000 Penalty: 4868.773926
	Iteration 9Q: 3 clusters Score -1657493 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1657561.125000 Penalty: 4868.773926
	Iteration 10Q: 3 clusters Score -1657561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1657598.875000 Penalty: 4868.773926
	Iteration 11Q: 3 clusters Score -1657599 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1657619.500000 Penalty: 4868.773926
	Iteration 12Q: 3 clusters Score -1657620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1657635.000000 Penalty: 4868.773926
	Iteration 13Q: 3 clusters Score -1657635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1657648.250000 Penalty: 4868.773926
	Iteration 14Q: 3 clusters Score -1657648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1657655.750000 Penalty: 4868.773926
	Iteration 15Q: 3 clusters Score -1657656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1657661.125000 Penalty: 4868.773926
	Iteration 16Q: 3 clusters Score -1657661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1657667.625000 Penalty: 4868.773926
	Iteration 17Q: 3 clusters Score -1657668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1657665.375000 Penalty: 4868.773926
	Iteration 18Q: 3 clusters Score -1657665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1657667.625000 Penalty: 4868.773926
	Iteration 19Q: 3 clusters Score -1657668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1657673.125000 Penalty: 4868.773926
	Iteration 20F: 3 clusters Score -1657673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1657673.125000 Penalty: 4868.773926
	Iteration 21Q: 3 clusters Score -1657673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1657676.125000 Penalty: 4868.773926
	Iteration 22Q: 3 clusters Score -1657676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1657676.250000 Penalty: 4868.773926
	Iteration 23Q: 3 clusters Score -1657676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1657675.250000 Penalty: 4868.773926
	Iteration 24Q: 3 clusters Score -1657675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1657677.000000 Penalty: 4868.773926
	Iteration 25Q: 3 clusters Score -1657677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1657679.875000 Penalty: 4868.773926
	Iteration 26Q: 3 clusters Score -1657680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1657680.375000 Penalty: 4868.773926
	Iteration 27Q: 3 clusters Score -1657680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1657676.625000 Penalty: 4868.773926
	Iteration 28Q: 3 clusters Score -1657677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1657679.000000 Penalty: 4868.773926
	Iteration 29Q: 3 clusters Score -1657679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1657680.250000 Penalty: 4868.773926
	Iteration 30Q: 3 clusters Score -1657680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1657687.750000 Penalty: 4868.773926
	Iteration 31Q: 3 clusters Score -1657688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1657682.625000 Penalty: 4868.773926
	Iteration 32Q: 3 clusters Score -1657683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1657682.750000 Penalty: 4868.773926
	Iteration 33Q: 3 clusters Score -1657683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1657687.000000 Penalty: 4868.773926
	Iteration 34Q: 3 clusters Score -1657687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1657687.250000 Penalty: 4868.773926
	Iteration 35Q: 3 clusters Score -1657687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1657684.375000 Penalty: 4868.773926
	Iteration 36Q: 3 clusters Score -1657684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1657684.375000 Penalty: 4868.773926
	Iteration 37Q: 3 clusters Score -1657684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1657684.375000 Penalty: 4868.773926
	Iteration 38F: 3 clusters Score -1657684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 143048 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Entering Unmasked Estep 
Score: -150335872.000000 Penalty: 99936.250000
Splitting cluster 11 changes total score from -150272528.000000 to -150335872.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (143048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143048 members 
Entering Unmasked Estep 
Score: -11298783.000000 Penalty: 2943.991943
	Iteration 0F: 2 clusters Score -1.129878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -11203472.000000 Penalty: 5887.983887
	Iteration 0F: 3 clusters Score -1.120347e+07 nChanged 68247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -11245702.000000 Penalty: 5887.983887
	Iteration 1F: 3 clusters Score -1.12457e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -11254359.000000 Penalty: 5887.983887
	Iteration 2F: 3 clusters Score -1.125436e+07 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -11272391.000000 Penalty: 5887.983887
	Iteration 3F: 3 clusters Score -1.127239e+07 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -11295920.000000 Penalty: 5887.983887
	Iteration 4F: 3 clusters Score -1.129592e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -11309464.000000 Penalty: 5887.983887
	Iteration 5F: 3 clusters Score -1.130946e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -11314905.000000 Penalty: 5887.983887
	Iteration 6F: 3 clusters Score -1.13149e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -11317963.000000 Penalty: 5887.983887
	Iteration 7Q: 3 clusters Score -1.131796e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -11319610.000000 Penalty: 5887.983887
	Iteration 8Q: 3 clusters Score -1.131961e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -11320390.000000 Penalty: 5887.983887
	Iteration 9Q: 3 clusters Score -1.132039e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105500 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -11320698.000000 Penalty: 5887.983887
	Iteration 10Q: 3 clusters Score -1.13207e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -11320757.000000 Penalty: 5887.983887
	Iteration 11Q: 3 clusters Score -1.132076e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -11320821.000000 Penalty: 5887.983887
	Iteration 12Q: 3 clusters Score -1.132082e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -11320876.000000 Penalty: 5887.983887
	Iteration 13Q: 3 clusters Score -1.132088e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -11320902.000000 Penalty: 5887.983887
	Iteration 14Q: 3 clusters Score -1.13209e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -11320884.000000 Penalty: 5887.983887
	Iteration 15Q: 3 clusters Score -1.132088e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -11320942.000000 Penalty: 5887.983887
	Iteration 16Q: 3 clusters Score -1.132094e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -11320993.000000 Penalty: 5887.983887
	Iteration 17Q: 3 clusters Score -1.132099e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -11321071.000000 Penalty: 5887.983887
	Iteration 18Q: 3 clusters Score -1.132107e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -11321220.000000 Penalty: 5887.983887
	Iteration 19Q: 3 clusters Score -1.132122e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109457 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -11321398.000000 Penalty: 5887.983887
	Iteration 20F: 3 clusters Score -1.13214e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -11321754.000000 Penalty: 5887.983887
	Iteration 21Q: 3 clusters Score -1.132175e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -11322242.000000 Penalty: 5887.983887
	Iteration 22Q: 3 clusters Score -1.132224e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -11322864.000000 Penalty: 5887.983887
	Iteration 23Q: 3 clusters Score -1.132286e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -11323383.000000 Penalty: 5887.983887
	Iteration 24Q: 3 clusters Score -1.132338e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -11323571.000000 Penalty: 5887.983887
	Iteration 25Q: 3 clusters Score -1.132357e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113135 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -11323705.000000 Penalty: 5887.983887
	Iteration 26Q: 3 clusters Score -1.13237e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -11323819.000000 Penalty: 5887.983887
	Iteration 27Q: 3 clusters Score -1.132382e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -11323921.000000 Penalty: 5887.983887
	Iteration 28Q: 3 clusters Score -1.132392e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -11323955.000000 Penalty: 5887.983887
	Iteration 29Q: 3 clusters Score -1.132396e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -11324001.000000 Penalty: 5887.983887
	Iteration 30Q: 3 clusters Score -1.1324e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -11324141.000000 Penalty: 5887.983887
	Iteration 31Q: 3 clusters Score -1.132414e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -11324219.000000 Penalty: 5887.983887
	Iteration 32Q: 3 clusters Score -1.132422e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116009 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -11324305.000000 Penalty: 5887.983887
	Iteration 33Q: 3 clusters Score -1.13243e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116457 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -11324327.000000 Penalty: 5887.983887
	Iteration 34Q: 3 clusters Score -1.132433e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -11324478.000000 Penalty: 5887.983887
	Iteration 35Q: 3 clusters Score -1.132448e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117504 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -11324694.000000 Penalty: 5887.983887
	Iteration 36Q: 3 clusters Score -1.132469e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118200 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -11325113.000000 Penalty: 5887.983887
	Iteration 37Q: 3 clusters Score -1.132511e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -11325788.000000 Penalty: 5887.983887
	Iteration 38Q: 3 clusters Score -1.132579e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -11327758.000000 Penalty: 5887.983887
	Iteration 39Q: 3 clusters Score -1.132776e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -11332810.000000 Penalty: 5887.983887
	Iteration 40F: 3 clusters Score -1.133281e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122614 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -11336142.000000 Penalty: 5887.983887
	Iteration 41Q: 3 clusters Score -1.133614e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -11336452.000000 Penalty: 5887.983887
	Iteration 42Q: 3 clusters Score -1.133645e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -11336560.000000 Penalty: 5887.983887
	Iteration 43Q: 3 clusters Score -1.133656e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123514 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -11336557.000000 Penalty: 5887.983887
	Iteration 44Q: 3 clusters Score -1.133656e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -11336539.000000 Penalty: 5887.983887
	Iteration 45Q: 3 clusters Score -1.133654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123640 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -11336545.000000 Penalty: 5887.983887
	Iteration 46Q: 3 clusters Score -1.133654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123660 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -11336540.000000 Penalty: 5887.983887
	Iteration 47Q: 3 clusters Score -1.133654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123668 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -11336553.000000 Penalty: 5887.983887
	Iteration 48Q: 3 clusters Score -1.133655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123672 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -11336541.000000 Penalty: 5887.983887
	Iteration 49Q: 3 clusters Score -1.133654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -11336548.000000 Penalty: 5887.983887
	Iteration 50Q: 3 clusters Score -1.133655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -11336548.000000 Penalty: 5887.983887
	Iteration 51F: 3 clusters Score -1.133655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 39788 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Entering Unmasked Estep 
Score: -150367888.000000 Penalty: 103505.398438
Splitting cluster 12 changes total score from -150272528.000000 to -150367888.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (39788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Entering Unmasked Estep 
Score: -3866999.250000 Penalty: 2626.647705
	Iteration 0F: 2 clusters Score -3866999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3839989.250000 Penalty: 5253.295410
	Iteration 0F: 3 clusters Score -3839989 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3852210.500000 Penalty: 5253.295410
	Iteration 1F: 3 clusters Score -3852210 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3857259.500000 Penalty: 5253.295410
	Iteration 2F: 3 clusters Score -3857260 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3868181.500000 Penalty: 5253.295410
	Iteration 3F: 3 clusters Score -3868182 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3881768.250000 Penalty: 5253.295410
	Iteration 4F: 3 clusters Score -3881768 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3886772.750000 Penalty: 5253.295410
	Iteration 5F: 3 clusters Score -3886773 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3888458.750000 Penalty: 5253.295410
	Iteration 6Q: 3 clusters Score -3888459 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3889572.750000 Penalty: 5253.295410
	Iteration 7Q: 3 clusters Score -3889573 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3890264.000000 Penalty: 5253.295410
	Iteration 8Q: 3 clusters Score -3890264 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3890906.750000 Penalty: 5253.295410
	Iteration 9Q: 3 clusters Score -3890907 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3891916.750000 Penalty: 5253.295410
	Iteration 10Q: 3 clusters Score -3891917 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3893168.750000 Penalty: 5253.295410
	Iteration 11Q: 3 clusters Score -3893169 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3894110.000000 Penalty: 5253.295410
	Iteration 12Q: 3 clusters Score -3894110 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3894786.750000 Penalty: 5253.295410
	Iteration 13Q: 3 clusters Score -3894787 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3895088.500000 Penalty: 5253.295410
	Iteration 14Q: 3 clusters Score -3895088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3895138.500000 Penalty: 5253.295410
	Iteration 15Q: 3 clusters Score -3895138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3895169.250000 Penalty: 5253.295410
	Iteration 16Q: 3 clusters Score -3895169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3895171.750000 Penalty: 5253.295410
	Iteration 17Q: 3 clusters Score -3895172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3895165.750000 Penalty: 5253.295410
	Iteration 18Q: 3 clusters Score -3895166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3895170.250000 Penalty: 5253.295410
	Iteration 19Q: 3 clusters Score -3895170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3895176.000000 Penalty: 5253.295410
	Iteration 20F: 3 clusters Score -3895176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3895172.500000 Penalty: 5253.295410
	Iteration 21Q: 3 clusters Score -3895172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3895171.250000 Penalty: 5253.295410
	Iteration 22Q: 3 clusters Score -3895171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3895171.500000 Penalty: 5253.295410
	Iteration 23Q: 3 clusters Score -3895172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3895171.500000 Penalty: 5253.295410
	Iteration 24F: 3 clusters Score -3895172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 46269 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Entering Unmasked Estep 
Score: -150395632.000000 Penalty: 107074.554688
Splitting cluster 13 changes total score from -150272528.000000 to -150395632.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (46269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Entering Unmasked Estep 
Score: -3640742.500000 Penalty: 2664.072510
	Iteration 0F: 2 clusters Score -3640742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3609665.000000 Penalty: 5328.145020
	Iteration 0F: 3 clusters Score -3609665 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3622364.500000 Penalty: 5328.145020
	Iteration 1F: 3 clusters Score -3622364 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3624792.250000 Penalty: 5328.145020
	Iteration 2F: 3 clusters Score -3624792 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3628565.000000 Penalty: 5328.145020
	Iteration 3F: 3 clusters Score -3628565 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3632612.500000 Penalty: 5328.145020
	Iteration 4F: 3 clusters Score -3632612 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3635537.750000 Penalty: 5328.145020
	Iteration 5F: 3 clusters Score -3635538 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3637405.500000 Penalty: 5328.145020
	Iteration 6F: 3 clusters Score -3637406 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3638697.250000 Penalty: 5328.145020
	Iteration 7F: 3 clusters Score -3638697 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3639782.500000 Penalty: 5328.145020
	Iteration 8Q: 3 clusters Score -3639782 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3640420.750000 Penalty: 5328.145020
	Iteration 9Q: 3 clusters Score -3640421 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3640858.500000 Penalty: 5328.145020
	Iteration 10Q: 3 clusters Score -3640858 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3641140.500000 Penalty: 5328.145020
	Iteration 11Q: 3 clusters Score -3641140 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3641315.750000 Penalty: 5328.145020
	Iteration 12Q: 3 clusters Score -3641316 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3641409.750000 Penalty: 5328.145020
	Iteration 13Q: 3 clusters Score -3641410 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3641490.000000 Penalty: 5328.145020
	Iteration 14Q: 3 clusters Score -3641490 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3641551.000000 Penalty: 5328.145020
	Iteration 15Q: 3 clusters Score -3641551 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3641597.000000 Penalty: 5328.145020
	Iteration 16Q: 3 clusters Score -3641597 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3641660.500000 Penalty: 5328.145020
	Iteration 17Q: 3 clusters Score -3641660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3641705.000000 Penalty: 5328.145020
	Iteration 18Q: 3 clusters Score -3641705 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -3641734.750000 Penalty: 5328.145020
	Iteration 19Q: 3 clusters Score -3641735 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3641782.000000 Penalty: 5328.145020
	Iteration 20F: 3 clusters Score -3641782 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3641811.500000 Penalty: 5328.145020
	Iteration 21Q: 3 clusters Score -3641812 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3641860.750000 Penalty: 5328.145020
	Iteration 22Q: 3 clusters Score -3641861 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3641922.000000 Penalty: 5328.145020
	Iteration 23Q: 3 clusters Score -3641922 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3641986.250000 Penalty: 5328.145020
	Iteration 24Q: 3 clusters Score -3641986 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3642087.250000 Penalty: 5328.145020
	Iteration 25Q: 3 clusters Score -3642087 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3642224.000000 Penalty: 5328.145020
	Iteration 26Q: 3 clusters Score -3642224 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3642385.000000 Penalty: 5328.145020
	Iteration 27Q: 3 clusters Score -3642385 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3642604.750000 Penalty: 5328.145020
	Iteration 28Q: 3 clusters Score -3642605 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3642939.750000 Penalty: 5328.145020
	Iteration 29Q: 3 clusters Score -3642940 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3643350.250000 Penalty: 5328.145020
	Iteration 30Q: 3 clusters Score -3643350 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3643814.250000 Penalty: 5328.145020
	Iteration 31Q: 3 clusters Score -3643814 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3644206.500000 Penalty: 5328.145020
	Iteration 32Q: 3 clusters Score -3644206 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3644456.500000 Penalty: 5328.145020
	Iteration 33Q: 3 clusters Score -3644456 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3644624.000000 Penalty: 5328.145020
	Iteration 34Q: 3 clusters Score -3644624 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3644715.000000 Penalty: 5328.145020
	Iteration 35Q: 3 clusters Score -3644715 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3644761.000000 Penalty: 5328.145020
	Iteration 36Q: 3 clusters Score -3644761 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3644811.000000 Penalty: 5328.145020
	Iteration 37Q: 3 clusters Score -3644811 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3644823.500000 Penalty: 5328.145020
	Iteration 38Q: 3 clusters Score -3644824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3644842.500000 Penalty: 5328.145020
	Iteration 39Q: 3 clusters Score -3644842 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3644863.000000 Penalty: 5328.145020
	Iteration 40F: 3 clusters Score -3644863 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3644870.500000 Penalty: 5328.145020
	Iteration 41Q: 3 clusters Score -3644870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3644882.000000 Penalty: 5328.145020
	Iteration 42Q: 3 clusters Score -3644882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3644885.500000 Penalty: 5328.145020
	Iteration 43Q: 3 clusters Score -3644886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3644887.250000 Penalty: 5328.145020
	Iteration 44Q: 3 clusters Score -3644887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3644902.500000 Penalty: 5328.145020
	Iteration 45Q: 3 clusters Score -3644902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3644900.500000 Penalty: 5328.145020
	Iteration 46Q: 3 clusters Score -3644900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3644911.000000 Penalty: 5328.145020
	Iteration 47Q: 3 clusters Score -3644911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3644909.500000 Penalty: 5328.145020
	Iteration 48Q: 3 clusters Score -3644910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3644921.750000 Penalty: 5328.145020
	Iteration 49Q: 3 clusters Score -3644922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3644913.250000 Penalty: 5328.145020
	Iteration 50Q: 3 clusters Score -3644913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3644914.000000 Penalty: 5328.145020
	Iteration 51Q: 3 clusters Score -3644914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3644927.250000 Penalty: 5328.145020
	Iteration 52Q: 3 clusters Score -3644927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3644921.250000 Penalty: 5328.145020
	Iteration 53Q: 3 clusters Score -3644921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3644925.750000 Penalty: 5328.145020
	Iteration 54Q: 3 clusters Score -3644926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3644926.000000 Penalty: 5328.145020
	Iteration 55Q: 3 clusters Score -3644926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3644925.750000 Penalty: 5328.145020
	Iteration 56Q: 3 clusters Score -3644926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3644928.500000 Penalty: 5328.145020
	Iteration 57Q: 3 clusters Score -3644928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -3644927.750000 Penalty: 5328.145020
	Iteration 58Q: 3 clusters Score -3644928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3644932.000000 Penalty: 5328.145020
	Iteration 59Q: 3 clusters Score -3644932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3644934.000000 Penalty: 5328.145020
	Iteration 60F: 3 clusters Score -3644934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3644929.000000 Penalty: 5328.145020
	Iteration 61Q: 3 clusters Score -3644929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3644935.250000 Penalty: 5328.145020
	Iteration 62Q: 3 clusters Score -3644935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3644936.000000 Penalty: 5328.145020
	Iteration 63Q: 3 clusters Score -3644936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3644933.000000 Penalty: 5328.145020
	Iteration 64Q: 3 clusters Score -3644933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3644929.500000 Penalty: 5328.145020
	Iteration 65Q: 3 clusters Score -3644930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3644931.250000 Penalty: 5328.145020
	Iteration 66Q: 3 clusters Score -3644931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3644934.750000 Penalty: 5328.145020
	Iteration 67Q: 3 clusters Score -3644935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3644934.750000 Penalty: 5328.145020
	Iteration 68F: 3 clusters Score -3644935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 295880 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Entering Unmasked Estep 
Score: -150398096.000000 Penalty: 110643.703125
Splitting cluster 14 changes total score from -150272528.000000 to -150398096.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (295880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295880 members 
Entering Unmasked Estep 
Score: -28755090.000000 Penalty: 3124.231934
	Iteration 0F: 2 clusters Score -2.875509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -28604286.000000 Penalty: 6248.463867
	Iteration 0F: 3 clusters Score -2.860429e+07 nChanged 143407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -28691064.000000 Penalty: 6248.463867
	Iteration 1F: 3 clusters Score -2.869106e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158513 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -28694950.000000 Penalty: 6248.463867
	Iteration 2F: 3 clusters Score -2.869495e+07 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 130031 members 
Entering Unmasked Estep 
Score: -28701280.000000 Penalty: 6248.463867
	Iteration 3F: 3 clusters Score -2.870128e+07 nChanged 21809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169858 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -28710316.000000 Penalty: 6248.463867
	Iteration 4F: 3 clusters Score -2.871032e+07 nChanged 23516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -28719922.000000 Penalty: 6248.463867
	Iteration 5F: 3 clusters Score -2.871992e+07 nChanged 22139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 132071 members 
Entering Unmasked Estep 
Score: -28729970.000000 Penalty: 6248.463867
	Iteration 6F: 3 clusters Score -2.872997e+07 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 141972 members 
Entering Unmasked Estep 
Score: -28741256.000000 Penalty: 6248.463867
	Iteration 7F: 3 clusters Score -2.874126e+07 nChanged 18468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -28750680.000000 Penalty: 6248.463867
	Iteration 8F: 3 clusters Score -2.875068e+07 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -28758084.000000 Penalty: 6248.463867
	Iteration 9F: 3 clusters Score -2.875808e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 172598 members 
Entering Unmasked Estep 
Score: -28762228.000000 Penalty: 6248.463867
	Iteration 10F: 3 clusters Score -2.876223e+07 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 176774 members 
Entering Unmasked Estep 
Score: -28763524.000000 Penalty: 6248.463867
	Iteration 11F: 3 clusters Score -2.876352e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -28764248.000000 Penalty: 6248.463867
	Iteration 12Q: 3 clusters Score -2.876425e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 177733 members 
Entering Unmasked Estep 
Score: -28764722.000000 Penalty: 6248.463867
	Iteration 13Q: 3 clusters Score -2.876472e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 175912 members 
Entering Unmasked Estep 
Score: -28765242.000000 Penalty: 6248.463867
	Iteration 14Q: 3 clusters Score -2.876524e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122441 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -28765954.000000 Penalty: 6248.463867
	Iteration 15Q: 3 clusters Score -2.876595e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -28767452.000000 Penalty: 6248.463867
	Iteration 16Q: 3 clusters Score -2.876745e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128776 members 
Mstep: Class 2 contains 167104 members 
Entering Unmasked Estep 
Score: -28768752.000000 Penalty: 6248.463867
	Iteration 17Q: 3 clusters Score -2.876875e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -28770642.000000 Penalty: 6248.463867
	Iteration 18Q: 3 clusters Score -2.877064e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -28772228.000000 Penalty: 6248.463867
	Iteration 19Q: 3 clusters Score -2.877223e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 154421 members 
Entering Unmasked Estep 
Score: -28773998.000000 Penalty: 6248.463867
	Iteration 20F: 3 clusters Score -2.8774e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145320 members 
Mstep: Class 2 contains 150560 members 
Entering Unmasked Estep 
Score: -28775528.000000 Penalty: 6248.463867
	Iteration 21Q: 3 clusters Score -2.877553e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -28776524.000000 Penalty: 6248.463867
	Iteration 22Q: 3 clusters Score -2.877652e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -28777278.000000 Penalty: 6248.463867
	Iteration 23Q: 3 clusters Score -2.877728e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 144591 members 
Entering Unmasked Estep 
Score: -28777602.000000 Penalty: 6248.463867
	Iteration 24Q: 3 clusters Score -2.87776e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -28777998.000000 Penalty: 6248.463867
	Iteration 25Q: 3 clusters Score -2.8778e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -28778270.000000 Penalty: 6248.463867
	Iteration 26Q: 3 clusters Score -2.877827e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 145405 members 
Entering Unmasked Estep 
Score: -28778610.000000 Penalty: 6248.463867
	Iteration 27Q: 3 clusters Score -2.877861e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 146375 members 
Entering Unmasked Estep 
Score: -28778676.000000 Penalty: 6248.463867
	Iteration 28Q: 3 clusters Score -2.877868e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148391 members 
Mstep: Class 2 contains 147489 members 
Entering Unmasked Estep 
Score: -28778870.000000 Penalty: 6248.463867
	Iteration 29Q: 3 clusters Score -2.877887e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 148647 members 
Entering Unmasked Estep 
Score: -28778750.000000 Penalty: 6248.463867
	Iteration 30Q: 3 clusters Score -2.877875e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -28778784.000000 Penalty: 6248.463867
	Iteration 31Q: 3 clusters Score -2.877878e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145409 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -28778756.000000 Penalty: 6248.463867
	Iteration 32Q: 3 clusters Score -2.877876e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144734 members 
Mstep: Class 2 contains 151146 members 
Entering Unmasked Estep 
Score: -28778690.000000 Penalty: 6248.463867
	Iteration 33Q: 3 clusters Score -2.877869e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -28778656.000000 Penalty: 6248.463867
	Iteration 34Q: 3 clusters Score -2.877866e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143892 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -28778784.000000 Penalty: 6248.463867
	Iteration 35Q: 3 clusters Score -2.877878e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143677 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -28778656.000000 Penalty: 6248.463867
	Iteration 36Q: 3 clusters Score -2.877866e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 152299 members 
Entering Unmasked Estep 
Score: -28778496.000000 Penalty: 6248.463867
	Iteration 37Q: 3 clusters Score -2.87785e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -28778464.000000 Penalty: 6248.463867
	Iteration 38Q: 3 clusters Score -2.877846e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -28778442.000000 Penalty: 6248.463867
	Iteration 39Q: 3 clusters Score -2.877844e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 152242 members 
Entering Unmasked Estep 
Score: -28778440.000000 Penalty: 6248.463867
	Iteration 40F: 3 clusters Score -2.877844e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -28778498.000000 Penalty: 6248.463867
	Iteration 41Q: 3 clusters Score -2.87785e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143832 members 
Mstep: Class 2 contains 152048 members 
Entering Unmasked Estep 
Score: -28778558.000000 Penalty: 6248.463867
	Iteration 42Q: 3 clusters Score -2.877856e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143939 members 
Mstep: Class 2 contains 151941 members 
Entering Unmasked Estep 
Score: -28778472.000000 Penalty: 6248.463867
	Iteration 43Q: 3 clusters Score -2.877847e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144019 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -28778460.000000 Penalty: 6248.463867
	Iteration 44Q: 3 clusters Score -2.877846e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144080 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -28778464.000000 Penalty: 6248.463867
	Iteration 45Q: 3 clusters Score -2.877846e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 151744 members 
Entering Unmasked Estep 
Score: -28778454.000000 Penalty: 6248.463867
	Iteration 46Q: 3 clusters Score -2.877845e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 151686 members 
Entering Unmasked Estep 
Score: -28778454.000000 Penalty: 6248.463867
	Iteration 47Q: 3 clusters Score -2.877845e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 151639 members 
Entering Unmasked Estep 
Score: -28778434.000000 Penalty: 6248.463867
	Iteration 48Q: 3 clusters Score -2.877843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144276 members 
Mstep: Class 2 contains 151604 members 
Entering Unmasked Estep 
Score: -28778450.000000 Penalty: 6248.463867
	Iteration 49Q: 3 clusters Score -2.877845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144310 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -28778440.000000 Penalty: 6248.463867
	Iteration 50Q: 3 clusters Score -2.877844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144337 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -28778420.000000 Penalty: 6248.463867
	Iteration 51Q: 3 clusters Score -2.877842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -28778428.000000 Penalty: 6248.463867
	Iteration 52Q: 3 clusters Score -2.877843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144377 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -28778434.000000 Penalty: 6248.463867
	Iteration 53Q: 3 clusters Score -2.877843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144384 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -28778420.000000 Penalty: 6248.463867
	Iteration 54Q: 3 clusters Score -2.877842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -28778416.000000 Penalty: 6248.463867
	Iteration 55Q: 3 clusters Score -2.877842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -28778394.000000 Penalty: 6248.463867
	Iteration 56Q: 3 clusters Score -2.877839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -28778404.000000 Penalty: 6248.463867
	Iteration 57Q: 3 clusters Score -2.87784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144430 members 
Mstep: Class 2 contains 151450 members 
Entering Unmasked Estep 
Score: -28778398.000000 Penalty: 6248.463867
	Iteration 58Q: 3 clusters Score -2.87784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144442 members 
Mstep: Class 2 contains 151438 members 
Entering Unmasked Estep 
Score: -28778390.000000 Penalty: 6248.463867
	Iteration 59Q: 3 clusters Score -2.877839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144452 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -28778388.000000 Penalty: 6248.463867
	Iteration 60F: 3 clusters Score -2.877839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -28778374.000000 Penalty: 6248.463867
	Iteration 61Q: 3 clusters Score -2.877837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -28778374.000000 Penalty: 6248.463867
	Iteration 62Q: 3 clusters Score -2.877837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -28778364.000000 Penalty: 6248.463867
	Iteration 63Q: 3 clusters Score -2.877836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -28778370.000000 Penalty: 6248.463867
	Iteration 64Q: 3 clusters Score -2.877837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 151424 members 
Entering Unmasked Estep 
Score: -28778370.000000 Penalty: 6248.463867
	Iteration 65F: 3 clusters Score -2.877837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 130474 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Entering Unmasked Estep 
Score: -150421616.000000 Penalty: 114212.851562
Splitting cluster 15 changes total score from -150272528.000000 to -150421616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (130474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Entering Unmasked Estep 
Score: -10461363.000000 Penalty: 2921.174561
	Iteration 0F: 2 clusters Score -1.046136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -10373479.000000 Penalty: 5842.349121
	Iteration 0F: 3 clusters Score -1.037348e+07 nChanged 62350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -10411363.000000 Penalty: 5842.349121
	Iteration 1F: 3 clusters Score -1.041136e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -10415962.000000 Penalty: 5842.349121
	Iteration 2Q: 3 clusters Score -1.041596e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -10425812.000000 Penalty: 5842.349121
	Iteration 3F: 3 clusters Score -1.042581e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -10439452.000000 Penalty: 5842.349121
	Iteration 4F: 3 clusters Score -1.043945e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -10451875.000000 Penalty: 5842.349121
	Iteration 5F: 3 clusters Score -1.045188e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -10460292.000000 Penalty: 5842.349121
	Iteration 6F: 3 clusters Score -1.046029e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -10465327.000000 Penalty: 5842.349121
	Iteration 7F: 3 clusters Score -1.046533e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -10468451.000000 Penalty: 5842.349121
	Iteration 8Q: 3 clusters Score -1.046845e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -10470382.000000 Penalty: 5842.349121
	Iteration 9Q: 3 clusters Score -1.047038e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -10471900.000000 Penalty: 5842.349121
	Iteration 10Q: 3 clusters Score -1.04719e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -10472856.000000 Penalty: 5842.349121
	Iteration 11Q: 3 clusters Score -1.047286e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -10473534.000000 Penalty: 5842.349121
	Iteration 12Q: 3 clusters Score -1.047353e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 112933 members 
Entering Unmasked Estep 
Score: -10474106.000000 Penalty: 5842.349121
	Iteration 13Q: 3 clusters Score -1.047411e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -10474462.000000 Penalty: 5842.349121
	Iteration 14Q: 3 clusters Score -1.047446e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -10474653.000000 Penalty: 5842.349121
	Iteration 15Q: 3 clusters Score -1.047465e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -10474826.000000 Penalty: 5842.349121
	Iteration 16Q: 3 clusters Score -1.047483e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -10474914.000000 Penalty: 5842.349121
	Iteration 17Q: 3 clusters Score -1.047491e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -10474971.000000 Penalty: 5842.349121
	Iteration 18Q: 3 clusters Score -1.047497e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -10475003.000000 Penalty: 5842.349121
	Iteration 19Q: 3 clusters Score -1.0475e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -10475059.000000 Penalty: 5842.349121
	Iteration 20F: 3 clusters Score -1.047506e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -10475109.000000 Penalty: 5842.349121
	Iteration 21Q: 3 clusters Score -1.047511e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 118070 members 
Entering Unmasked Estep 
Score: -10475145.000000 Penalty: 5842.349121
	Iteration 22Q: 3 clusters Score -1.047514e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 118195 members 
Entering Unmasked Estep 
Score: -10475159.000000 Penalty: 5842.349121
	Iteration 23Q: 3 clusters Score -1.047516e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -10475141.000000 Penalty: 5842.349121
	Iteration 24Q: 3 clusters Score -1.047514e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 118354 members 
Entering Unmasked Estep 
Score: -10475149.000000 Penalty: 5842.349121
	Iteration 25Q: 3 clusters Score -1.047515e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 118416 members 
Entering Unmasked Estep 
Score: -10475129.000000 Penalty: 5842.349121
	Iteration 26Q: 3 clusters Score -1.047513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -10475127.000000 Penalty: 5842.349121
	Iteration 27Q: 3 clusters Score -1.047513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -10475140.000000 Penalty: 5842.349121
	Iteration 28Q: 3 clusters Score -1.047514e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -10475143.000000 Penalty: 5842.349121
	Iteration 29Q: 3 clusters Score -1.047514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -10475144.000000 Penalty: 5842.349121
	Iteration 30Q: 3 clusters Score -1.047514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 118571 members 
Entering Unmasked Estep 
Score: -10475130.000000 Penalty: 5842.349121
	Iteration 31Q: 3 clusters Score -1.047513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -10475132.000000 Penalty: 5842.349121
	Iteration 32Q: 3 clusters Score -1.047513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -10475142.000000 Penalty: 5842.349121
	Iteration 33Q: 3 clusters Score -1.047514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 118618 members 
Entering Unmasked Estep 
Score: -10475142.000000 Penalty: 5842.349121
	Iteration 34Q: 3 clusters Score -1.047514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -10475151.000000 Penalty: 5842.349121
	Iteration 35Q: 3 clusters Score -1.047515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -10475153.000000 Penalty: 5842.349121
	Iteration 36Q: 3 clusters Score -1.047515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -10475143.000000 Penalty: 5842.349121
	Iteration 37Q: 3 clusters Score -1.047514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -10475131.000000 Penalty: 5842.349121
	Iteration 38Q: 3 clusters Score -1.047513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -10475124.000000 Penalty: 5842.349121
	Iteration 39Q: 3 clusters Score -1.047512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -10475130.000000 Penalty: 5842.349121
	Iteration 40F: 3 clusters Score -1.047513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -10475124.000000 Penalty: 5842.349121
	Iteration 41Q: 3 clusters Score -1.047512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -10475125.000000 Penalty: 5842.349121
	Iteration 42Q: 3 clusters Score -1.047512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -10475125.000000 Penalty: 5842.349121
	Iteration 43F: 3 clusters Score -1.047512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Entering Unmasked Estep 
Score: -150433392.000000 Penalty: 117782.007812
Splitting cluster 16 changes total score from -150272528.000000 to -150433392.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -244430.437500 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -244430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -241346.359375 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -241346.4 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -244553.890625 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -244553.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -248424.718750 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -248424.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -253749.484375 Penalty: 4028.548828
	Iteration 3F: 3 clusters Score -253749.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -254531.390625 Penalty: 4028.548828
	Iteration 4F: 3 clusters Score -254531.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -254831.234375 Penalty: 4028.548828
	Iteration 5Q: 3 clusters Score -254831.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -254985.640625 Penalty: 4028.548828
	Iteration 6Q: 3 clusters Score -254985.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -255118.984375 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -255119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -255197.390625 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -255197.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -255245.312500 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -255245.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -255276.968750 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -255277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -255286.687500 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -255286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -255289.812500 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -255289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -255291.421875 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -255291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -255293.296875 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -255293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -255309.640625 Penalty: 4028.548828
	Iteration 15F: 3 clusters Score -255309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -255350.140625 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -255350.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -255401.890625 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -255401.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -255434.421875 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -255434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -255461.531250 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -255461.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -255502.406250 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -255502.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -255552.890625 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -255552.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -255624.234375 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -255624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -255674.750000 Penalty: 4028.548828
	Iteration 23Q: 3 clusters Score -255674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -255733.781250 Penalty: 4028.548828
	Iteration 24Q: 3 clusters Score -255733.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -255808.953125 Penalty: 4028.548828
	Iteration 25Q: 3 clusters Score -255809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -255830.703125 Penalty: 4028.548828
	Iteration 26Q: 3 clusters Score -255830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -255856.500000 Penalty: 4028.548828
	Iteration 27Q: 3 clusters Score -255856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -255874.890625 Penalty: 4028.548828
	Iteration 28Q: 3 clusters Score -255874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -255884.156250 Penalty: 4028.548828
	Iteration 29Q: 3 clusters Score -255884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -255884.484375 Penalty: 4028.548828
	Iteration 30Q: 3 clusters Score -255884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -255884.484375 Penalty: 4028.548828
	Iteration 31F: 3 clusters Score -255884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 171593 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Mstep: Class 34 contains 2620 members 
Entering Unmasked Estep 
Score: -150443360.000000 Penalty: 121351.156250
Splitting cluster 17 changes total score from -150272528.000000 to -150443360.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (171593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Entering Unmasked Estep 
Score: -14093898.000000 Penalty: 2989.114258
	Iteration 0F: 2 clusters Score -1.40939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -13978879.000000 Penalty: 5978.228516
	Iteration 0F: 3 clusters Score -1.397888e+07 nChanged 82235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -14027494.000000 Penalty: 5978.228516
	Iteration 1F: 3 clusters Score -1.402749e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -14030382.000000 Penalty: 5978.228516
	Iteration 2Q: 3 clusters Score -1.403038e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -14034146.000000 Penalty: 5978.228516
	Iteration 3Q: 3 clusters Score -1.403415e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -14039148.000000 Penalty: 5978.228516
	Iteration 4F: 3 clusters Score -1.403915e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -14046140.000000 Penalty: 5978.228516
	Iteration 5F: 3 clusters Score -1.404614e+07 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -14055707.000000 Penalty: 5978.228516
	Iteration 6F: 3 clusters Score -1.405571e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -14068337.000000 Penalty: 5978.228516
	Iteration 7F: 3 clusters Score -1.406834e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -14079969.000000 Penalty: 5978.228516
	Iteration 8F: 3 clusters Score -1.407997e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -14086149.000000 Penalty: 5978.228516
	Iteration 9Q: 3 clusters Score -1.408615e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -14089264.000000 Penalty: 5978.228516
	Iteration 10Q: 3 clusters Score -1.408926e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154020 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -14091074.000000 Penalty: 5978.228516
	Iteration 11Q: 3 clusters Score -1.409107e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -14092346.000000 Penalty: 5978.228516
	Iteration 12Q: 3 clusters Score -1.409235e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -14093221.000000 Penalty: 5978.228516
	Iteration 13Q: 3 clusters Score -1.409322e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -14093984.000000 Penalty: 5978.228516
	Iteration 14Q: 3 clusters Score -1.409398e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -14094532.000000 Penalty: 5978.228516
	Iteration 15Q: 3 clusters Score -1.409453e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161612 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -14094934.000000 Penalty: 5978.228516
	Iteration 16Q: 3 clusters Score -1.409493e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -14095175.000000 Penalty: 5978.228516
	Iteration 17Q: 3 clusters Score -1.409518e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162924 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -14095353.000000 Penalty: 5978.228516
	Iteration 18Q: 3 clusters Score -1.409535e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163381 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -14095547.000000 Penalty: 5978.228516
	Iteration 19Q: 3 clusters Score -1.409555e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -14095637.000000 Penalty: 5978.228516
	Iteration 20F: 3 clusters Score -1.409564e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -14095693.000000 Penalty: 5978.228516
	Iteration 21Q: 3 clusters Score -1.409569e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -14095719.000000 Penalty: 5978.228516
	Iteration 22Q: 3 clusters Score -1.409572e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164502 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -14095754.000000 Penalty: 5978.228516
	Iteration 23Q: 3 clusters Score -1.409575e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164639 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -14095794.000000 Penalty: 5978.228516
	Iteration 24Q: 3 clusters Score -1.409579e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164782 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -14095796.000000 Penalty: 5978.228516
	Iteration 25Q: 3 clusters Score -1.40958e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -14095829.000000 Penalty: 5978.228516
	Iteration 26Q: 3 clusters Score -1.409583e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164953 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -14095828.000000 Penalty: 5978.228516
	Iteration 27Q: 3 clusters Score -1.409583e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165013 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -14095828.000000 Penalty: 5978.228516
	Iteration 28Q: 3 clusters Score -1.409583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165069 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -14095851.000000 Penalty: 5978.228516
	Iteration 29Q: 3 clusters Score -1.409585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -14095880.000000 Penalty: 5978.228516
	Iteration 30Q: 3 clusters Score -1.409588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165134 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -14095896.000000 Penalty: 5978.228516
	Iteration 31Q: 3 clusters Score -1.40959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -14095897.000000 Penalty: 5978.228516
	Iteration 32Q: 3 clusters Score -1.40959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165188 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -14095891.000000 Penalty: 5978.228516
	Iteration 33Q: 3 clusters Score -1.409589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -14095879.000000 Penalty: 5978.228516
	Iteration 34Q: 3 clusters Score -1.409588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -14095893.000000 Penalty: 5978.228516
	Iteration 35Q: 3 clusters Score -1.409589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -14095882.000000 Penalty: 5978.228516
	Iteration 36Q: 3 clusters Score -1.409588e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -14095877.000000 Penalty: 5978.228516
	Iteration 37Q: 3 clusters Score -1.409588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165277 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -14095873.000000 Penalty: 5978.228516
	Iteration 38Q: 3 clusters Score -1.409587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165292 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -14095861.000000 Penalty: 5978.228516
	Iteration 39Q: 3 clusters Score -1.409586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -14095872.000000 Penalty: 5978.228516
	Iteration 40F: 3 clusters Score -1.409587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165332 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -14095860.000000 Penalty: 5978.228516
	Iteration 41Q: 3 clusters Score -1.409586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -14095856.000000 Penalty: 5978.228516
	Iteration 42Q: 3 clusters Score -1.409586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -14095862.000000 Penalty: 5978.228516
	Iteration 43Q: 3 clusters Score -1.409586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165362 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -14095878.000000 Penalty: 5978.228516
	Iteration 44Q: 3 clusters Score -1.409588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -14095879.000000 Penalty: 5978.228516
	Iteration 45Q: 3 clusters Score -1.409588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -14095875.000000 Penalty: 5978.228516
	Iteration 46Q: 3 clusters Score -1.409588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -14095875.000000 Penalty: 5978.228516
	Iteration 47F: 3 clusters Score -1.409588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 287202 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 6219 members 
Entering Unmasked Estep 
Score: -150444336.000000 Penalty: 124920.312500
Splitting cluster 18 changes total score from -150272528.000000 to -150444336.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (287202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287202 members 
Entering Unmasked Estep 
Score: -30123448.000000 Penalty: 3116.849365
	Iteration 0F: 2 clusters Score -3.012345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143882 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -30049358.000000 Penalty: 6233.698730
	Iteration 0F: 3 clusters Score -3.004936e+07 nChanged 139363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138789 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -30131748.000000 Penalty: 6233.698730
	Iteration 1F: 3 clusters Score -3.013175e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Mstep: Class 2 contains 154726 members 
Entering Unmasked Estep 
Score: -30133188.000000 Penalty: 6233.698730
	Iteration 2Q: 3 clusters Score -3.013319e+07 nChanged 17285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 155411 members 
Entering Unmasked Estep 
Score: -30135938.000000 Penalty: 6233.698730
	Iteration 3F: 3 clusters Score -3.013594e+07 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -30139026.000000 Penalty: 6233.698730
	Iteration 4F: 3 clusters Score -3.013903e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 141302 members 
Entering Unmasked Estep 
Score: -30141242.000000 Penalty: 6233.698730
	Iteration 5Q: 3 clusters Score -3.014124e+07 nChanged 18283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 134853 members 
Entering Unmasked Estep 
Score: -30145572.000000 Penalty: 6233.698730
	Iteration 6F: 3 clusters Score -3.014557e+07 nChanged 24575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -30154834.000000 Penalty: 6233.698730
	Iteration 7F: 3 clusters Score -3.015483e+07 nChanged 23748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -30168106.000000 Penalty: 6233.698730
	Iteration 8F: 3 clusters Score -3.016811e+07 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -30179908.000000 Penalty: 6233.698730
	Iteration 9F: 3 clusters Score -3.017991e+07 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133410 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -30183190.000000 Penalty: 6233.698730
	Iteration 10F: 3 clusters Score -3.018319e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 157641 members 
Entering Unmasked Estep 
Score: -30183268.000000 Penalty: 6233.698730
	Iteration 11Q: 3 clusters Score -3.018327e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129114 members 
Mstep: Class 2 contains 158088 members 
Entering Unmasked Estep 
Score: -30183490.000000 Penalty: 6233.698730
	Iteration 12Q: 3 clusters Score -3.018349e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130883 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -30184378.000000 Penalty: 6233.698730
	Iteration 13Q: 3 clusters Score -3.018438e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133936 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -30185782.000000 Penalty: 6233.698730
	Iteration 14Q: 3 clusters Score -3.018578e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 149805 members 
Entering Unmasked Estep 
Score: -30187120.000000 Penalty: 6233.698730
	Iteration 15Q: 3 clusters Score -3.018712e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140478 members 
Mstep: Class 2 contains 146724 members 
Entering Unmasked Estep 
Score: -30187548.000000 Penalty: 6233.698730
	Iteration 16Q: 3 clusters Score -3.018755e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -30187556.000000 Penalty: 6233.698730
	Iteration 17Q: 3 clusters Score -3.018756e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144202 members 
Mstep: Class 2 contains 143000 members 
Entering Unmasked Estep 
Score: -30187646.000000 Penalty: 6233.698730
	Iteration 18Q: 3 clusters Score -3.018765e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144616 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -30187610.000000 Penalty: 6233.698730
	Iteration 19Q: 3 clusters Score -3.018761e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -30187684.000000 Penalty: 6233.698730
	Iteration 20F: 3 clusters Score -3.018768e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143215 members 
Mstep: Class 2 contains 143987 members 
Entering Unmasked Estep 
Score: -30187648.000000 Penalty: 6233.698730
	Iteration 21Q: 3 clusters Score -3.018765e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142092 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -30187700.000000 Penalty: 6233.698730
	Iteration 22Q: 3 clusters Score -3.01877e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 146160 members 
Entering Unmasked Estep 
Score: -30187766.000000 Penalty: 6233.698730
	Iteration 23Q: 3 clusters Score -3.018777e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -30187664.000000 Penalty: 6233.698730
	Iteration 24Q: 3 clusters Score -3.018766e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -30187456.000000 Penalty: 6233.698730
	Iteration 25Q: 3 clusters Score -3.018746e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139418 members 
Mstep: Class 2 contains 147784 members 
Entering Unmasked Estep 
Score: -30187330.000000 Penalty: 6233.698730
	Iteration 26Q: 3 clusters Score -3.018733e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139559 members 
Mstep: Class 2 contains 147643 members 
Entering Unmasked Estep 
Score: -30187412.000000 Penalty: 6233.698730
	Iteration 27Q: 3 clusters Score -3.018741e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -30187486.000000 Penalty: 6233.698730
	Iteration 28Q: 3 clusters Score -3.018749e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -30187418.000000 Penalty: 6233.698730
	Iteration 29Q: 3 clusters Score -3.018742e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 146571 members 
Entering Unmasked Estep 
Score: -30187412.000000 Penalty: 6233.698730
	Iteration 30Q: 3 clusters Score -3.018741e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140987 members 
Mstep: Class 2 contains 146215 members 
Entering Unmasked Estep 
Score: -30187358.000000 Penalty: 6233.698730
	Iteration 31Q: 3 clusters Score -3.018736e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 145975 members 
Entering Unmasked Estep 
Score: -30187332.000000 Penalty: 6233.698730
	Iteration 32Q: 3 clusters Score -3.018733e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141429 members 
Mstep: Class 2 contains 145773 members 
Entering Unmasked Estep 
Score: -30187154.000000 Penalty: 6233.698730
	Iteration 33Q: 3 clusters Score -3.018715e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -30187218.000000 Penalty: 6233.698730
	Iteration 34Q: 3 clusters Score -3.018722e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141474 members 
Mstep: Class 2 contains 145728 members 
Entering Unmasked Estep 
Score: -30187126.000000 Penalty: 6233.698730
	Iteration 35Q: 3 clusters Score -3.018713e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141454 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -30187086.000000 Penalty: 6233.698730
	Iteration 36Q: 3 clusters Score -3.018709e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141432 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -30186970.000000 Penalty: 6233.698730
	Iteration 37Q: 3 clusters Score -3.018697e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141425 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -30186890.000000 Penalty: 6233.698730
	Iteration 38Q: 3 clusters Score -3.018689e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141435 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -30186838.000000 Penalty: 6233.698730
	Iteration 39Q: 3 clusters Score -3.018684e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 145718 members 
Entering Unmasked Estep 
Score: -30186820.000000 Penalty: 6233.698730
	Iteration 40F: 3 clusters Score -3.018682e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 145688 members 
Entering Unmasked Estep 
Score: -30186734.000000 Penalty: 6233.698730
	Iteration 41Q: 3 clusters Score -3.018673e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -30186584.000000 Penalty: 6233.698730
	Iteration 42Q: 3 clusters Score -3.018658e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -30186570.000000 Penalty: 6233.698730
	Iteration 43Q: 3 clusters Score -3.018657e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141564 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -30186574.000000 Penalty: 6233.698730
	Iteration 44Q: 3 clusters Score -3.018657e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141530 members 
Mstep: Class 2 contains 145672 members 
Entering Unmasked Estep 
Score: -30186508.000000 Penalty: 6233.698730
	Iteration 45Q: 3 clusters Score -3.018651e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -30186508.000000 Penalty: 6233.698730
	Iteration 46Q: 3 clusters Score -3.018651e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -30186460.000000 Penalty: 6233.698730
	Iteration 47Q: 3 clusters Score -3.018646e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 145614 members 
Entering Unmasked Estep 
Score: -30186526.000000 Penalty: 6233.698730
	Iteration 48Q: 3 clusters Score -3.018653e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 145575 members 
Entering Unmasked Estep 
Score: -30186548.000000 Penalty: 6233.698730
	Iteration 49Q: 3 clusters Score -3.018655e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -30186578.000000 Penalty: 6233.698730
	Iteration 50Q: 3 clusters Score -3.018658e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141768 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -30186548.000000 Penalty: 6233.698730
	Iteration 51Q: 3 clusters Score -3.018655e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141881 members 
Mstep: Class 2 contains 145321 members 
Entering Unmasked Estep 
Score: -30186466.000000 Penalty: 6233.698730
	Iteration 52Q: 3 clusters Score -3.018647e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -30186460.000000 Penalty: 6233.698730
	Iteration 53Q: 3 clusters Score -3.018646e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 145170 members 
Entering Unmasked Estep 
Score: -30186328.000000 Penalty: 6233.698730
	Iteration 54Q: 3 clusters Score -3.018633e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -30186286.000000 Penalty: 6233.698730
	Iteration 55Q: 3 clusters Score -3.018629e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -30186262.000000 Penalty: 6233.698730
	Iteration 56Q: 3 clusters Score -3.018626e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142096 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -30186172.000000 Penalty: 6233.698730
	Iteration 57Q: 3 clusters Score -3.018617e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 145062 members 
Entering Unmasked Estep 
Score: -30186018.000000 Penalty: 6233.698730
	Iteration 58Q: 3 clusters Score -3.018602e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 145078 members 
Entering Unmasked Estep 
Score: -30185984.000000 Penalty: 6233.698730
	Iteration 59Q: 3 clusters Score -3.018598e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142169 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -30185988.000000 Penalty: 6233.698730
	Iteration 60F: 3 clusters Score -3.018599e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -30185978.000000 Penalty: 6233.698730
	Iteration 61Q: 3 clusters Score -3.018598e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142160 members 
Mstep: Class 2 contains 145042 members 
Entering Unmasked Estep 
Score: -30185912.000000 Penalty: 6233.698730
	Iteration 62Q: 3 clusters Score -3.018591e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142128 members 
Mstep: Class 2 contains 145074 members 
Entering Unmasked Estep 
Score: -30185886.000000 Penalty: 6233.698730
	Iteration 63Q: 3 clusters Score -3.018589e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 145047 members 
Entering Unmasked Estep 
Score: -30185888.000000 Penalty: 6233.698730
	Iteration 64Q: 3 clusters Score -3.018589e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142209 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -30185786.000000 Penalty: 6233.698730
	Iteration 65Q: 3 clusters Score -3.018579e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142259 members 
Mstep: Class 2 contains 144943 members 
Entering Unmasked Estep 
Score: -30185784.000000 Penalty: 6233.698730
	Iteration 66Q: 3 clusters Score -3.018578e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142327 members 
Mstep: Class 2 contains 144875 members 
Entering Unmasked Estep 
Score: -30185730.000000 Penalty: 6233.698730
	Iteration 67Q: 3 clusters Score -3.018573e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -30185720.000000 Penalty: 6233.698730
	Iteration 68Q: 3 clusters Score -3.018572e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -30185644.000000 Penalty: 6233.698730
	Iteration 69Q: 3 clusters Score -3.018564e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142263 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -30185686.000000 Penalty: 6233.698730
	Iteration 70Q: 3 clusters Score -3.018569e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142231 members 
Mstep: Class 2 contains 144971 members 
Entering Unmasked Estep 
Score: -30185714.000000 Penalty: 6233.698730
	Iteration 71Q: 3 clusters Score -3.018571e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 144954 members 
Entering Unmasked Estep 
Score: -30185772.000000 Penalty: 6233.698730
	Iteration 72Q: 3 clusters Score -3.018577e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142331 members 
Mstep: Class 2 contains 144871 members 
Entering Unmasked Estep 
Score: -30185820.000000 Penalty: 6233.698730
	Iteration 73Q: 3 clusters Score -3.018582e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -30185804.000000 Penalty: 6233.698730
	Iteration 74Q: 3 clusters Score -3.01858e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -30185762.000000 Penalty: 6233.698730
	Iteration 75Q: 3 clusters Score -3.018576e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 144776 members 
Entering Unmasked Estep 
Score: -30185694.000000 Penalty: 6233.698730
	Iteration 76Q: 3 clusters Score -3.018569e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 144782 members 
Entering Unmasked Estep 
Score: -30185734.000000 Penalty: 6233.698730
	Iteration 77Q: 3 clusters Score -3.018573e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142377 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -30185722.000000 Penalty: 6233.698730
	Iteration 78Q: 3 clusters Score -3.018572e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 2 contains 144881 members 
Entering Unmasked Estep 
Score: -30185714.000000 Penalty: 6233.698730
	Iteration 79Q: 3 clusters Score -3.018571e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -30185570.000000 Penalty: 6233.698730
	Iteration 80F: 3 clusters Score -3.018557e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 145097 members 
Entering Unmasked Estep 
Score: -30185606.000000 Penalty: 6233.698730
	Iteration 81Q: 3 clusters Score -3.018561e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Mstep: Class 2 contains 145181 members 
Entering Unmasked Estep 
Score: -30185506.000000 Penalty: 6233.698730
	Iteration 82Q: 3 clusters Score -3.018551e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142007 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -30185466.000000 Penalty: 6233.698730
	Iteration 83Q: 3 clusters Score -3.018547e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
Score: -30185488.000000 Penalty: 6233.698730
	Iteration 84Q: 3 clusters Score -3.018549e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -30185434.000000 Penalty: 6233.698730
	Iteration 85Q: 3 clusters Score -3.018543e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 145156 members 
Entering Unmasked Estep 
Score: -30185408.000000 Penalty: 6233.698730
	Iteration 86Q: 3 clusters Score -3.018541e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142076 members 
Mstep: Class 2 contains 145126 members 
Entering Unmasked Estep 
Score: -30185472.000000 Penalty: 6233.698730
	Iteration 87Q: 3 clusters Score -3.018547e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -30185462.000000 Penalty: 6233.698730
	Iteration 88Q: 3 clusters Score -3.018546e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142287 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -30185534.000000 Penalty: 6233.698730
	Iteration 89Q: 3 clusters Score -3.018553e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -30185534.000000 Penalty: 6233.698730
	Iteration 90Q: 3 clusters Score -3.018553e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 144806 members 
Entering Unmasked Estep 
Score: -30185616.000000 Penalty: 6233.698730
	Iteration 91Q: 3 clusters Score -3.018562e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142478 members 
Mstep: Class 2 contains 144724 members 
Entering Unmasked Estep 
Score: -30185614.000000 Penalty: 6233.698730
	Iteration 92Q: 3 clusters Score -3.018561e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 144661 members 
Entering Unmasked Estep 
Score: -30185612.000000 Penalty: 6233.698730
	Iteration 93Q: 3 clusters Score -3.018561e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 144634 members 
Entering Unmasked Estep 
Score: -30185600.000000 Penalty: 6233.698730
	Iteration 94Q: 3 clusters Score -3.01856e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 144667 members 
Entering Unmasked Estep 
Score: -30185612.000000 Penalty: 6233.698730
	Iteration 95Q: 3 clusters Score -3.018561e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142491 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -30185656.000000 Penalty: 6233.698730
	Iteration 96Q: 3 clusters Score -3.018566e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 144753 members 
Entering Unmasked Estep 
Score: -30185646.000000 Penalty: 6233.698730
	Iteration 97Q: 3 clusters Score -3.018565e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -30185670.000000 Penalty: 6233.698730
	Iteration 98Q: 3 clusters Score -3.018567e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -30185672.000000 Penalty: 6233.698730
	Iteration 99Q: 3 clusters Score -3.018567e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142408 members 
Mstep: Class 2 contains 144794 members 
Entering Unmasked Estep 
Score: -30185714.000000 Penalty: 6233.698730
	Iteration 100F: 3 clusters Score -3.018571e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -30185822.000000 Penalty: 6233.698730
	Iteration 101Q: 3 clusters Score -3.018582e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142604 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -30185972.000000 Penalty: 6233.698730
	Iteration 102Q: 3 clusters Score -3.018597e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142641 members 
Mstep: Class 2 contains 144561 members 
Entering Unmasked Estep 
Score: -30186040.000000 Penalty: 6233.698730
	Iteration 103Q: 3 clusters Score -3.018604e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 144556 members 
Entering Unmasked Estep 
Score: -30186066.000000 Penalty: 6233.698730
	Iteration 104Q: 3 clusters Score -3.018607e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -30186080.000000 Penalty: 6233.698730
	Iteration 105Q: 3 clusters Score -3.018608e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -30186162.000000 Penalty: 6233.698730
	Iteration 106Q: 3 clusters Score -3.018616e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -30186242.000000 Penalty: 6233.698730
	Iteration 107Q: 3 clusters Score -3.018624e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 144867 members 
Entering Unmasked Estep 
Score: -30186244.000000 Penalty: 6233.698730
	Iteration 108Q: 3 clusters Score -3.018624e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142261 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -30186434.000000 Penalty: 6233.698730
	Iteration 109Q: 3 clusters Score -3.018643e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
Score: -30186588.000000 Penalty: 6233.698730
	Iteration 110Q: 3 clusters Score -3.018659e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 145057 members 
Entering Unmasked Estep 
Score: -30186754.000000 Penalty: 6233.698730
	Iteration 111Q: 3 clusters Score -3.018675e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -30186882.000000 Penalty: 6233.698730
	Iteration 112Q: 3 clusters Score -3.018688e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142081 members 
Mstep: Class 2 contains 145121 members 
Entering Unmasked Estep 
Score: -30187032.000000 Penalty: 6233.698730
	Iteration 113Q: 3 clusters Score -3.018703e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142096 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -30187240.000000 Penalty: 6233.698730
	Iteration 114Q: 3 clusters Score -3.018724e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -30187484.000000 Penalty: 6233.698730
	Iteration 115Q: 3 clusters Score -3.018748e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -30187768.000000 Penalty: 6233.698730
	Iteration 116Q: 3 clusters Score -3.018777e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 144828 members 
Entering Unmasked Estep 
Score: -30187988.000000 Penalty: 6233.698730
	Iteration 117Q: 3 clusters Score -3.018799e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -30188218.000000 Penalty: 6233.698730
	Iteration 118Q: 3 clusters Score -3.018822e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 144808 members 
Entering Unmasked Estep 
Score: -30188506.000000 Penalty: 6233.698730
	Iteration 119Q: 3 clusters Score -3.018851e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 144793 members 
Entering Unmasked Estep 
Score: -30188806.000000 Penalty: 6233.698730
	Iteration 120F: 3 clusters Score -3.018881e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 144757 members 
Entering Unmasked Estep 
Score: -30189068.000000 Penalty: 6233.698730
	Iteration 121Q: 3 clusters Score -3.018907e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 144734 members 
Entering Unmasked Estep 
Score: -30189354.000000 Penalty: 6233.698730
	Iteration 122Q: 3 clusters Score -3.018935e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142556 members 
Mstep: Class 2 contains 144646 members 
Entering Unmasked Estep 
Score: -30189380.000000 Penalty: 6233.698730
	Iteration 123Q: 3 clusters Score -3.018938e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142674 members 
Mstep: Class 2 contains 144528 members 
Entering Unmasked Estep 
Score: -30189810.000000 Penalty: 6233.698730
	Iteration 124Q: 3 clusters Score -3.018981e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -30190340.000000 Penalty: 6233.698730
	Iteration 125Q: 3 clusters Score -3.019034e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -30190806.000000 Penalty: 6233.698730
	Iteration 126Q: 3 clusters Score -3.019081e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 144046 members 
Entering Unmasked Estep 
Score: -30191212.000000 Penalty: 6233.698730
	Iteration 127Q: 3 clusters Score -3.019121e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 143918 members 
Entering Unmasked Estep 
Score: -30191710.000000 Penalty: 6233.698730
	Iteration 128Q: 3 clusters Score -3.019171e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -30192032.000000 Penalty: 6233.698730
	Iteration 129Q: 3 clusters Score -3.019203e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 143597 members 
Entering Unmasked Estep 
Score: -30192492.000000 Penalty: 6233.698730
	Iteration 130Q: 3 clusters Score -3.019249e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 143382 members 
Entering Unmasked Estep 
Score: -30192836.000000 Penalty: 6233.698730
	Iteration 131Q: 3 clusters Score -3.019284e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -30193152.000000 Penalty: 6233.698730
	Iteration 132Q: 3 clusters Score -3.019315e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -30193356.000000 Penalty: 6233.698730
	Iteration 133Q: 3 clusters Score -3.019336e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144553 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -30193698.000000 Penalty: 6233.698730
	Iteration 134Q: 3 clusters Score -3.01937e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -30193818.000000 Penalty: 6233.698730
	Iteration 135Q: 3 clusters Score -3.019382e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -30194252.000000 Penalty: 6233.698730
	Iteration 136Q: 3 clusters Score -3.019425e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145223 members 
Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
Score: -30194400.000000 Penalty: 6233.698730
	Iteration 137Q: 3 clusters Score -3.01944e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145297 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -30194452.000000 Penalty: 6233.698730
	Iteration 138Q: 3 clusters Score -3.019445e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 141899 members 
Entering Unmasked Estep 
Score: -30194590.000000 Penalty: 6233.698730
	Iteration 139Q: 3 clusters Score -3.019459e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 141943 members 
Entering Unmasked Estep 
Score: -30194898.000000 Penalty: 6233.698730
	Iteration 140F: 3 clusters Score -3.01949e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145215 members 
Mstep: Class 2 contains 141987 members 
Entering Unmasked Estep 
Score: -30195152.000000 Penalty: 6233.698730
	Iteration 141Q: 3 clusters Score -3.019515e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145190 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -30195314.000000 Penalty: 6233.698730
	Iteration 142Q: 3 clusters Score -3.019531e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145199 members 
Mstep: Class 2 contains 142003 members 
Entering Unmasked Estep 
Score: -30195430.000000 Penalty: 6233.698730
	Iteration 143Q: 3 clusters Score -3.019543e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145286 members 
Mstep: Class 2 contains 141916 members 
Entering Unmasked Estep 
Score: -30195680.000000 Penalty: 6233.698730
	Iteration 144Q: 3 clusters Score -3.019568e+07 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145395 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -30195786.000000 Penalty: 6233.698730
	Iteration 145Q: 3 clusters Score -3.019579e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145484 members 
Mstep: Class 2 contains 141718 members 
Entering Unmasked Estep 
Score: -30195938.000000 Penalty: 6233.698730
	Iteration 146Q: 3 clusters Score -3.019594e+07 nChanged 1145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145541 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -30196090.000000 Penalty: 6233.698730
	Iteration 147Q: 3 clusters Score -3.019609e+07 nChanged 1115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145592 members 
Mstep: Class 2 contains 141610 members 
Entering Unmasked Estep 
Score: -30196238.000000 Penalty: 6233.698730
	Iteration 148Q: 3 clusters Score -3.019624e+07 nChanged 1164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -30196436.000000 Penalty: 6233.698730
	Iteration 149Q: 3 clusters Score -3.019644e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -30196638.000000 Penalty: 6233.698730
	Iteration 150Q: 3 clusters Score -3.019664e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145422 members 
Mstep: Class 2 contains 141780 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.019665e+07 nChanged 1067
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.019686e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145234 members 
Mstep: Class 2 contains 141968 members 
Entering Unmasked Estep 
Score: -30197062.000000 Penalty: 6233.698730
	Iteration 153Q: 3 clusters Score -3.019706e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 142020 members 
Entering Unmasked Estep 
Score: -30197102.000000 Penalty: 6233.698730
	Iteration 154Q: 3 clusters Score -3.01971e+07 nChanged 910
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -30197210.000000 Penalty: 6233.698730
	Iteration 155Q: 3 clusters Score -3.019721e+07 nChanged 845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 142199 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.019731e+07 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 142234 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.019751e+07 nChanged 855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144931 members 
Mstep: Class 2 contains 142271 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.019757e+07 nChanged 858
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142269 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.019768e+07 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144954 members 
Mstep: Class 2 contains 142248 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.019771e+07 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144985 members 
Mstep: Class 2 contains 142217 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.019776e+07 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142177 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.019785e+07 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.019794e+07 nChanged 687
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.019803e+07 nChanged 662
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.019818e+07 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.019826e+07 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141690 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.019841e+07 nChanged 697
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.019846e+07 nChanged 683
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141644 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3.01985e+07 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.01986e+07 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141634 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3.01987e+07 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141680 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.019874e+07 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145443 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3.019877e+07 nChanged 599
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141804 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.019879e+07 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 141852 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.019888e+07 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -30199006.000000 Penalty: 6233.698730
	Iteration 176Q: 3 clusters Score -3.019901e+07 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 141908 members 
Entering Unmasked Estep 
Score: -30199058.000000 Penalty: 6233.698730
	Iteration 177Q: 3 clusters Score -3.019906e+07 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141940 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.019898e+07 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141951 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.019903e+07 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -30199112.000000 Penalty: 6233.698730
	Iteration 180F: 3 clusters Score -3.019911e+07 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141964 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3.019922e+07 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3.019915e+07 nChanged 425
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3.019918e+07 nChanged 391
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3.019916e+07 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141894 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3.019921e+07 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3.019922e+07 nChanged 444
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3.019921e+07 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141842 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.01992e+07 nChanged 418
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3.019925e+07 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.01993e+07 nChanged 476
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3.01994e+07 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3.019946e+07 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3.019951e+07 nChanged 580
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141714 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3.019961e+07 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3.019974e+07 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141621 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3.01998e+07 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141646 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3.019981e+07 nChanged 638
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3.019986e+07 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141699 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3.01999e+07 nChanged 663
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141766 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3.019999e+07 nChanged 704
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141856 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3.020007e+07 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3.020005e+07 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142046 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3.020002e+07 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142122 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3.020012e+07 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142201 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3.020023e+07 nChanged 721
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142232 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3.020033e+07 nChanged 787
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3.020047e+07 nChanged 847
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3.020072e+07 nChanged 897
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142205 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3.020081e+07 nChanged 897
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3.020084e+07 nChanged 862
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142238 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3.020092e+07 nChanged 930
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3.020104e+07 nChanged 987
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142399 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3.020118e+07 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142523 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3.02012e+07 nChanged 1126
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -30201462.000000 Penalty: 6233.698730
	Iteration 215Q: 3 clusters Score -3.020146e+07 nChanged 1165
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3.020167e+07 nChanged 1278
Entering Unmasked Mstep 
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Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3.020185e+07 nChanged 1354
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3.020195e+07 nChanged 1398
Entering Unmasked Mstep 
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Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3.020199e+07 nChanged 1575
Entering Unmasked Mstep 
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Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -30202316.000000 Penalty: 6233.698730
	Iteration 220F: 3 clusters Score -3.020232e+07 nChanged 1592
Entering Unmasked Mstep 
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Mstep: Class 2 contains 143579 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3.020251e+07 nChanged 1770
Entering Unmasked Mstep 
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Mstep: Class 2 contains 143755 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3.020268e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 143955 members 
Entering Unmasked Estep 
Score: -30202812.000000 Penalty: 6233.698730
	Iteration 223Q: 3 clusters Score -3.020281e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 144061 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3.020322e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -30203752.000000 Penalty: 6233.698730
	Iteration 225Q: 3 clusters Score -3.020375e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142928 members 
Mstep: Class 2 contains 144274 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3.020437e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 144478 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3.020478e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142511 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3.020546e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 144986 members 
Entering Unmasked Estep 
Score: -30205940.000000 Penalty: 6233.698730
	Iteration 229Q: 3 clusters Score -3.020594e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -30206394.000000 Penalty: 6233.698730
	Iteration 230Q: 3 clusters Score -3.020639e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -30206884.000000 Penalty: 6233.698730
	Iteration 231Q: 3 clusters Score -3.020688e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 146115 members 
Entering Unmasked Estep 
Score: -30207460.000000 Penalty: 6233.698730
	Iteration 232Q: 3 clusters Score -3.020746e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -30208108.000000 Penalty: 6233.698730
	Iteration 233Q: 3 clusters Score -3.020811e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140336 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -30208674.000000 Penalty: 6233.698730
	Iteration 234Q: 3 clusters Score -3.020867e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139907 members 
Mstep: Class 2 contains 147295 members 
Entering Unmasked Estep 
Score: -30209210.000000 Penalty: 6233.698730
	Iteration 235Q: 3 clusters Score -3.020921e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -30209510.000000 Penalty: 6233.698730
	Iteration 236Q: 3 clusters Score -3.020951e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -30209844.000000 Penalty: 6233.698730
	Iteration 237Q: 3 clusters Score -3.020984e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138880 members 
Mstep: Class 2 contains 148322 members 
Entering Unmasked Estep 
Score: -30209878.000000 Penalty: 6233.698730
	Iteration 238Q: 3 clusters Score -3.020988e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138681 members 
Mstep: Class 2 contains 148521 members 
Entering Unmasked Estep 
Score: -30209744.000000 Penalty: 6233.698730
	Iteration 239Q: 3 clusters Score -3.020974e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138549 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -30209776.000000 Penalty: 6233.698730
	Iteration 240F: 3 clusters Score -3.020978e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138482 members 
Mstep: Class 2 contains 148720 members 
Entering Unmasked Estep 
Score: -30209702.000000 Penalty: 6233.698730
	Iteration 241Q: 3 clusters Score -3.02097e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138519 members 
Mstep: Class 2 contains 148683 members 
Entering Unmasked Estep 
Score: -30209662.000000 Penalty: 6233.698730
	Iteration 242Q: 3 clusters Score -3.020966e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138596 members 
Mstep: Class 2 contains 148606 members 
Entering Unmasked Estep 
Score: -30209602.000000 Penalty: 6233.698730
	Iteration 243Q: 3 clusters Score -3.02096e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -30209580.000000 Penalty: 6233.698730
	Iteration 244Q: 3 clusters Score -3.020958e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138826 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -30209608.000000 Penalty: 6233.698730
	Iteration 245Q: 3 clusters Score -3.020961e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -30209662.000000 Penalty: 6233.698730
	Iteration 246Q: 3 clusters Score -3.020966e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -30209746.000000 Penalty: 6233.698730
	Iteration 247Q: 3 clusters Score -3.020975e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -30209798.000000 Penalty: 6233.698730
	Iteration 248Q: 3 clusters Score -3.02098e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139059 members 
Mstep: Class 2 contains 148143 members 
Entering Unmasked Estep 
Score: -30209788.000000 Penalty: 6233.698730
	Iteration 249Q: 3 clusters Score -3.020979e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -30209820.000000 Penalty: 6233.698730
	Iteration 250Q: 3 clusters Score -3.020982e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139112 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -30209814.000000 Penalty: 6233.698730
	Iteration 251Q: 3 clusters Score -3.020981e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139120 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -30209896.000000 Penalty: 6233.698730
	Iteration 252Q: 3 clusters Score -3.02099e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 148095 members 
Entering Unmasked Estep 
Score: -30209952.000000 Penalty: 6233.698730
	Iteration 253Q: 3 clusters Score -3.020995e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -30209970.000000 Penalty: 6233.698730
	Iteration 254Q: 3 clusters Score -3.020997e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -30209972.000000 Penalty: 6233.698730
	Iteration 255Q: 3 clusters Score -3.020997e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -30210004.000000 Penalty: 6233.698730
	Iteration 256Q: 3 clusters Score -3.021e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -30209996.000000 Penalty: 6233.698730
	Iteration 257Q: 3 clusters Score -3.021e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -30209982.000000 Penalty: 6233.698730
	Iteration 258Q: 3 clusters Score -3.020998e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139088 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -30210012.000000 Penalty: 6233.698730
	Iteration 259Q: 3 clusters Score -3.021001e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -30210006.000000 Penalty: 6233.698730
	Iteration 260F: 3 clusters Score -3.021001e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139110 members 
Mstep: Class 2 contains 148092 members 
Entering Unmasked Estep 
Score: -30210050.000000 Penalty: 6233.698730
	Iteration 261Q: 3 clusters Score -3.021005e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139118 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -30210064.000000 Penalty: 6233.698730
	Iteration 262Q: 3 clusters Score -3.021006e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -30210046.000000 Penalty: 6233.698730
	Iteration 263Q: 3 clusters Score -3.021005e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -30210052.000000 Penalty: 6233.698730
	Iteration 264Q: 3 clusters Score -3.021005e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139080 members 
Mstep: Class 2 contains 148122 members 
Entering Unmasked Estep 
Score: -30210054.000000 Penalty: 6233.698730
	Iteration 265Q: 3 clusters Score -3.021005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139056 members 
Mstep: Class 2 contains 148146 members 
Entering Unmasked Estep 
Score: -30210026.000000 Penalty: 6233.698730
	Iteration 266Q: 3 clusters Score -3.021003e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 148155 members 
Entering Unmasked Estep 
Score: -30210046.000000 Penalty: 6233.698730
	Iteration 267Q: 3 clusters Score -3.021005e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139041 members 
Mstep: Class 2 contains 148161 members 
Entering Unmasked Estep 
Score: -30210022.000000 Penalty: 6233.698730
	Iteration 268Q: 3 clusters Score -3.021002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 148165 members 
Entering Unmasked Estep 
Score: -30210000.000000 Penalty: 6233.698730
	Iteration 269Q: 3 clusters Score -3.021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139022 members 
Mstep: Class 2 contains 148180 members 
Entering Unmasked Estep 
Score: -30209990.000000 Penalty: 6233.698730
	Iteration 270Q: 3 clusters Score -3.020999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 148192 members 
Entering Unmasked Estep 
Score: -30210004.000000 Penalty: 6233.698730
	Iteration 271Q: 3 clusters Score -3.021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -30210002.000000 Penalty: 6233.698730
	Iteration 272Q: 3 clusters Score -3.021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139005 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -30209994.000000 Penalty: 6233.698730
	Iteration 273Q: 3 clusters Score -3.020999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -30209994.000000 Penalty: 6233.698730
	Iteration 274Q: 3 clusters Score -3.020999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138991 members 
Mstep: Class 2 contains 148211 members 
Entering Unmasked Estep 
Score: -30209984.000000 Penalty: 6233.698730
	Iteration 275Q: 3 clusters Score -3.020998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138989 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -30209986.000000 Penalty: 6233.698730
	Iteration 276Q: 3 clusters Score -3.020999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -30209986.000000 Penalty: 6233.698730
	Iteration 277Q: 3 clusters Score -3.020999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -30209996.000000 Penalty: 6233.698730
	Iteration 278Q: 3 clusters Score -3.021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138975 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -30209978.000000 Penalty: 6233.698730
	Iteration 279Q: 3 clusters Score -3.020998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138977 members 
Mstep: Class 2 contains 148225 members 
Entering Unmasked Estep 
Score: -30209992.000000 Penalty: 6233.698730
	Iteration 280F: 3 clusters Score -3.020999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 148223 members 
Entering Unmasked Estep 
Score: -30209976.000000 Penalty: 6233.698730
	Iteration 281Q: 3 clusters Score -3.020998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138978 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -30209974.000000 Penalty: 6233.698730
	Iteration 282Q: 3 clusters Score -3.020997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138975 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -30209962.000000 Penalty: 6233.698730
	Iteration 283Q: 3 clusters Score -3.020996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -30209974.000000 Penalty: 6233.698730
	Iteration 284Q: 3 clusters Score -3.020997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138972 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -30209958.000000 Penalty: 6233.698730
	Iteration 285Q: 3 clusters Score -3.020996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138971 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -30209960.000000 Penalty: 6233.698730
	Iteration 286Q: 3 clusters Score -3.020996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -30209970.000000 Penalty: 6233.698730
	Iteration 287Q: 3 clusters Score -3.020997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138972 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -30209976.000000 Penalty: 6233.698730
	Iteration 288Q: 3 clusters Score -3.020998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -30209966.000000 Penalty: 6233.698730
	Iteration 289Q: 3 clusters Score -3.020997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -30209976.000000 Penalty: 6233.698730
	Iteration 290Q: 3 clusters Score -3.020998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138971 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -30209956.000000 Penalty: 6233.698730
	Iteration 291Q: 3 clusters Score -3.020996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138968 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -30209962.000000 Penalty: 6233.698730
	Iteration 292Q: 3 clusters Score -3.020996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 148237 members 
Entering Unmasked Estep 
Score: -30209964.000000 Penalty: 6233.698730
	Iteration 293Q: 3 clusters Score -3.020996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 148239 members 
Entering Unmasked Estep 
Score: -30209968.000000 Penalty: 6233.698730
	Iteration 294Q: 3 clusters Score -3.020997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138960 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -30209974.000000 Penalty: 6233.698730
	Iteration 295Q: 3 clusters Score -3.020997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 148241 members 
Entering Unmasked Estep 
Score: -30209954.000000 Penalty: 6233.698730
	Iteration 296Q: 3 clusters Score -3.020995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 148240 members 
Entering Unmasked Estep 
Score: -30209956.000000 Penalty: 6233.698730
	Iteration 297Q: 3 clusters Score -3.020996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 148240 members 
Entering Unmasked Estep 
Score: -30209956.000000 Penalty: 6233.698730
	Iteration 298F: 3 clusters Score -3.020996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 138962 members 
Mstep: Class 20 contains 61684 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 148240 members 
Entering Unmasked Estep 
Score: -150529936.000000 Penalty: 128489.460938
Splitting cluster 19 changes total score from -150272528.000000 to -150529936.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (61684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Entering Unmasked Estep 
Score: -4791699.500000 Penalty: 2735.385254
	Iteration 0F: 2 clusters Score -4791700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4750485.000000 Penalty: 5470.770508
	Iteration 0F: 3 clusters Score -4750485 nChanged 28693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4766713.500000 Penalty: 5470.770508
	Iteration 1F: 3 clusters Score -4766714 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4768132.000000 Penalty: 5470.770508
	Iteration 2Q: 3 clusters Score -4768132 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -4770929.500000 Penalty: 5470.770508
	Iteration 3F: 3 clusters Score -4770930 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4776176.500000 Penalty: 5470.770508
	Iteration 4F: 3 clusters Score -4776176 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4782042.500000 Penalty: 5470.770508
	Iteration 5F: 3 clusters Score -4782042 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4786559.000000 Penalty: 5470.770508
	Iteration 6F: 3 clusters Score -4786559 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -4789316.000000 Penalty: 5470.770508
	Iteration 7F: 3 clusters Score -4789316 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -4791118.500000 Penalty: 5470.770508
	Iteration 8Q: 3 clusters Score -4791118 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -4792491.500000 Penalty: 5470.770508
	Iteration 9Q: 3 clusters Score -4792492 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -4793725.000000 Penalty: 5470.770508
	Iteration 10Q: 3 clusters Score -4793725 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -4794798.000000 Penalty: 5470.770508
	Iteration 11Q: 3 clusters Score -4794798 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -4795518.500000 Penalty: 5470.770508
	Iteration 12Q: 3 clusters Score -4795518 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -4795901.000000 Penalty: 5470.770508
	Iteration 13Q: 3 clusters Score -4795901 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -4796135.500000 Penalty: 5470.770508
	Iteration 14Q: 3 clusters Score -4796136 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -4796215.000000 Penalty: 5470.770508
	Iteration 15Q: 3 clusters Score -4796215 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -4796273.000000 Penalty: 5470.770508
	Iteration 16Q: 3 clusters Score -4796273 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -4796325.500000 Penalty: 5470.770508
	Iteration 17Q: 3 clusters Score -4796326 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -4796379.000000 Penalty: 5470.770508
	Iteration 18Q: 3 clusters Score -4796379 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -4796457.000000 Penalty: 5470.770508
	Iteration 19Q: 3 clusters Score -4796457 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -4796534.500000 Penalty: 5470.770508
	Iteration 20F: 3 clusters Score -4796534 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -4796675.500000 Penalty: 5470.770508
	Iteration 21Q: 3 clusters Score -4796676 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -4796805.000000 Penalty: 5470.770508
	Iteration 22Q: 3 clusters Score -4796805 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -4796890.000000 Penalty: 5470.770508
	Iteration 23Q: 3 clusters Score -4796890 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -4796989.500000 Penalty: 5470.770508
	Iteration 24Q: 3 clusters Score -4796990 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -4797011.500000 Penalty: 5470.770508
	Iteration 25Q: 3 clusters Score -4797012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -4797032.500000 Penalty: 5470.770508
	Iteration 26Q: 3 clusters Score -4797032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -4797040.000000 Penalty: 5470.770508
	Iteration 27Q: 3 clusters Score -4797040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -4797049.500000 Penalty: 5470.770508
	Iteration 28Q: 3 clusters Score -4797050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -4797066.000000 Penalty: 5470.770508
	Iteration 29Q: 3 clusters Score -4797066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -4797055.000000 Penalty: 5470.770508
	Iteration 30Q: 3 clusters Score -4797055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -4797049.000000 Penalty: 5470.770508
	Iteration 31Q: 3 clusters Score -4797049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -4797054.000000 Penalty: 5470.770508
	Iteration 32Q: 3 clusters Score -4797054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -4797051.500000 Penalty: 5470.770508
	Iteration 33Q: 3 clusters Score -4797052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -4797060.000000 Penalty: 5470.770508
	Iteration 34Q: 3 clusters Score -4797060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -4797064.500000 Penalty: 5470.770508
	Iteration 35Q: 3 clusters Score -4797064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -4797065.000000 Penalty: 5470.770508
	Iteration 36Q: 3 clusters Score -4797065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -4797065.000000 Penalty: 5470.770508
	Iteration 37F: 3 clusters Score -4797065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 138962 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 20274 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 148240 members 
Mstep: Class 37 contains 46662 members 
Entering Unmasked Estep 
Score: -150532848.000000 Penalty: 132058.609375
Splitting cluster 20 changes total score from -150272528.000000 to -150532848.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (20274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Entering Unmasked Estep 
Score: -1511978.625000 Penalty: 2459.439453
	Iteration 0F: 2 clusters Score -1511979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1497793.875000 Penalty: 4918.878906
	Iteration 0F: 3 clusters Score -1497794 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1503179.375000 Penalty: 4918.878906
	Iteration 1F: 3 clusters Score -1503179 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1504286.750000 Penalty: 4918.878906
	Iteration 2F: 3 clusters Score -1504287 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1505808.625000 Penalty: 4918.878906
	Iteration 3F: 3 clusters Score -1505809 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1507658.000000 Penalty: 4918.878906
	Iteration 4F: 3 clusters Score -1507658 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1509586.500000 Penalty: 4918.878906
	Iteration 5F: 3 clusters Score -1509586 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1511442.125000 Penalty: 4918.878906
	Iteration 6F: 3 clusters Score -1511442 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1513155.625000 Penalty: 4918.878906
	Iteration 7F: 3 clusters Score -1513156 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1514544.375000 Penalty: 4918.878906
	Iteration 8F: 3 clusters Score -1514544 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1515600.375000 Penalty: 4918.878906
	Iteration 9Q: 3 clusters Score -1515600 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1516092.000000 Penalty: 4918.878906
	Iteration 10Q: 3 clusters Score -1516092 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1516351.250000 Penalty: 4918.878906
	Iteration 11Q: 3 clusters Score -1516351 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1516537.750000 Penalty: 4918.878906
	Iteration 12Q: 3 clusters Score -1516538 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1516658.250000 Penalty: 4918.878906
	Iteration 13Q: 3 clusters Score -1516658 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1516754.750000 Penalty: 4918.878906
	Iteration 14Q: 3 clusters Score -1516755 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1516866.500000 Penalty: 4918.878906
	Iteration 15Q: 3 clusters Score -1516866 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1517005.625000 Penalty: 4918.878906
	Iteration 16Q: 3 clusters Score -1517006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1517120.875000 Penalty: 4918.878906
	Iteration 17Q: 3 clusters Score -1517121 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1517219.000000 Penalty: 4918.878906
	Iteration 18Q: 3 clusters Score -1517219 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1517296.625000 Penalty: 4918.878906
	Iteration 19Q: 3 clusters Score -1517297 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1517362.500000 Penalty: 4918.878906
	Iteration 20F: 3 clusters Score -1517362 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1517406.000000 Penalty: 4918.878906
	Iteration 21Q: 3 clusters Score -1517406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1517441.750000 Penalty: 4918.878906
	Iteration 22Q: 3 clusters Score -1517442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1517484.000000 Penalty: 4918.878906
	Iteration 23Q: 3 clusters Score -1517484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1517526.625000 Penalty: 4918.878906
	Iteration 24Q: 3 clusters Score -1517527 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1517577.125000 Penalty: 4918.878906
	Iteration 25Q: 3 clusters Score -1517577 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1517623.500000 Penalty: 4918.878906
	Iteration 26Q: 3 clusters Score -1517624 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1517694.000000 Penalty: 4918.878906
	Iteration 27Q: 3 clusters Score -1517694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1517775.500000 Penalty: 4918.878906
	Iteration 28Q: 3 clusters Score -1517776 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1517891.625000 Penalty: 4918.878906
	Iteration 29Q: 3 clusters Score -1517892 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1518072.625000 Penalty: 4918.878906
	Iteration 30Q: 3 clusters Score -1518073 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1518580.000000 Penalty: 4918.878906
	Iteration 31Q: 3 clusters Score -1518580 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1519780.000000 Penalty: 4918.878906
	Iteration 32Q: 3 clusters Score -1519780 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1520621.750000 Penalty: 4918.878906
	Iteration 33Q: 3 clusters Score -1520622 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1520716.000000 Penalty: 4918.878906
	Iteration 34Q: 3 clusters Score -1520716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1520737.750000 Penalty: 4918.878906
	Iteration 35Q: 3 clusters Score -1520738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1520743.125000 Penalty: 4918.878906
	Iteration 36Q: 3 clusters Score -1520743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1520744.375000 Penalty: 4918.878906
	Iteration 37Q: 3 clusters Score -1520744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1520742.375000 Penalty: 4918.878906
	Iteration 38Q: 3 clusters Score -1520742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1520747.250000 Penalty: 4918.878906
	Iteration 39Q: 3 clusters Score -1520747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1520749.750000 Penalty: 4918.878906
	Iteration 40F: 3 clusters Score -1520750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1520747.000000 Penalty: 4918.878906
	Iteration 41Q: 3 clusters Score -1520747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1520747.375000 Penalty: 4918.878906
	Iteration 42Q: 3 clusters Score -1520747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1520747.375000 Penalty: 4918.878906
	Iteration 43F: 3 clusters Score -1520747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 138962 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 108459 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 148240 members 
Mstep: Class 37 contains 46662 members 
Mstep: Class 38 contains 7544 members 
Entering Unmasked Estep 
Score: -150540624.000000 Penalty: 135627.765625
Splitting cluster 21 changes total score from -150272528.000000 to -150540624.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (108459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Entering Unmasked Estep 
Score: -8578910.000000 Penalty: 2875.343750
	Iteration 0F: 2 clusters Score -8578910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -8506302.000000 Penalty: 5750.687500
	Iteration 0F: 3 clusters Score -8506302 nChanged 51610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -8538932.000000 Penalty: 5750.687500
	Iteration 1F: 3 clusters Score -8538932 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -8545185.000000 Penalty: 5750.687500
	Iteration 2F: 3 clusters Score -8545185 nChanged 9904
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -8556287 nChanged 10968
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8568699 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8577275 nChanged 6322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8581754 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -8584274.000000 Penalty: 5750.687500
	Iteration 7Q: 3 clusters Score -8584274 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -8586050.000000 Penalty: 5750.687500
	Iteration 8Q: 3 clusters Score -8586050 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8587314 nChanged 1824
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8588076 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8588684 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -8589047.000000 Penalty: 5750.687500
	Iteration 12Q: 3 clusters Score -8589047 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -8589247.000000 Penalty: 5750.687500
	Iteration 13Q: 3 clusters Score -8589247 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -8589446.000000 Penalty: 5750.687500
	Iteration 14Q: 3 clusters Score -8589446 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8589583.000000 Penalty: 5750.687500
	Iteration 15Q: 3 clusters Score -8589583 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8589616.000000 Penalty: 5750.687500
	Iteration 16Q: 3 clusters Score -8589616 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8589722.000000 Penalty: 5750.687500
	Iteration 17Q: 3 clusters Score -8589722 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8589780.000000 Penalty: 5750.687500
	Iteration 18Q: 3 clusters Score -8589780 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8589815.000000 Penalty: 5750.687500
	Iteration 19Q: 3 clusters Score -8589815 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8589848.000000 Penalty: 5750.687500
	Iteration 20F: 3 clusters Score -8589848 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -8589885.000000 Penalty: 5750.687500
	Iteration 21Q: 3 clusters Score -8589885 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8589925.000000 Penalty: 5750.687500
	Iteration 22Q: 3 clusters Score -8589925 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8589941.000000 Penalty: 5750.687500
	Iteration 23Q: 3 clusters Score -8589941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8589971.000000 Penalty: 5750.687500
	Iteration 24Q: 3 clusters Score -8589971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -8589971.000000 Penalty: 5750.687500
	Iteration 25Q: 3 clusters Score -8589971 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8589977.000000 Penalty: 5750.687500
	Iteration 26Q: 3 clusters Score -8589977 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -8589974.000000 Penalty: 5750.687500
	Iteration 27Q: 3 clusters Score -8589974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -8589976.000000 Penalty: 5750.687500
	Iteration 28Q: 3 clusters Score -8589976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8589971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8589968.000000 Penalty: 5750.687500
	Iteration 30Q: 3 clusters Score -8589968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8589973.000000 Penalty: 5750.687500
	Iteration 31Q: 3 clusters Score -8589973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8589985.000000 Penalty: 5750.687500
	Iteration 32Q: 3 clusters Score -8589985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8589982.000000 Penalty: 5750.687500
	Iteration 33Q: 3 clusters Score -8589982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8589974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -8589979.000000 Penalty: 5750.687500
	Iteration 35Q: 3 clusters Score -8589979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -8589977.000000 Penalty: 5750.687500
	Iteration 36Q: 3 clusters Score -8589977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -8589976.000000 Penalty: 5750.687500
	Iteration 37Q: 3 clusters Score -8589976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8589989.000000 Penalty: 5750.687500
	Iteration 38Q: 3 clusters Score -8589989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -8589978.000000 Penalty: 5750.687500
	Iteration 39Q: 3 clusters Score -8589978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8589987.000000 Penalty: 5750.687500
	Iteration 40F: 3 clusters Score -8589987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -8589986.000000 Penalty: 5750.687500
	Iteration 41Q: 3 clusters Score -8589986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8589990.000000 Penalty: 5750.687500
	Iteration 42Q: 3 clusters Score -8589990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8589984.000000 Penalty: 5750.687500
	Iteration 43Q: 3 clusters Score -8589984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 44Q: 3 clusters Score -8589991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 45Q: 3 clusters Score -8589991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8589987.000000 Penalty: 5750.687500
	Iteration 46Q: 3 clusters Score -8589987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8589987.000000 Penalty: 5750.687500
	Iteration 47Q: 3 clusters Score -8589987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8589990.000000 Penalty: 5750.687500
	Iteration 48Q: 3 clusters Score -8589990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8589988.000000 Penalty: 5750.687500
	Iteration 49Q: 3 clusters Score -8589988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8589990.000000 Penalty: 5750.687500
	Iteration 50Q: 3 clusters Score -8589990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8589992.000000 Penalty: 5750.687500
	Iteration 51Q: 3 clusters Score -8589992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -8589985.000000 Penalty: 5750.687500
	Iteration 52Q: 3 clusters Score -8589985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 53Q: 3 clusters Score -8589991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8589983.000000 Penalty: 5750.687500
	Iteration 54Q: 3 clusters Score -8589983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8589989.000000 Penalty: 5750.687500
	Iteration 55Q: 3 clusters Score -8589989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -8589979.000000 Penalty: 5750.687500
	Iteration 56Q: 3 clusters Score -8589979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 57Q: 3 clusters Score -8589991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 58Q: 3 clusters Score -8589991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -8589986.000000 Penalty: 5750.687500
	Iteration 59Q: 3 clusters Score -8589986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8589985.000000 Penalty: 5750.687500
	Iteration 60F: 3 clusters Score -8589985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65822 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 61Q: 3 clusters Score -8589991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8589993.000000 Penalty: 5750.687500
	Iteration 62Q: 3 clusters Score -8589993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8589993.000000 Penalty: 5750.687500
	Iteration 63Q: 3 clusters Score -8589993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8589998.000000 Penalty: 5750.687500
	Iteration 64Q: 3 clusters Score -8589998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -8589991.000000 Penalty: 5750.687500
	Iteration 65Q: 3 clusters Score -8589991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8589994.000000 Penalty: 5750.687500
	Iteration 66Q: 3 clusters Score -8589994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -8589990.000000 Penalty: 5750.687500
	Iteration 67Q: 3 clusters Score -8589990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8589986.000000 Penalty: 5750.687500
	Iteration 68Q: 3 clusters Score -8589986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -8589985.000000 Penalty: 5750.687500
	Iteration 69Q: 3 clusters Score -8589985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8589983.000000 Penalty: 5750.687500
	Iteration 70Q: 3 clusters Score -8589983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8589976.000000 Penalty: 5750.687500
	Iteration 71Q: 3 clusters Score -8589976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8589970.000000 Penalty: 5750.687500
	Iteration 72Q: 3 clusters Score -8589970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8589974.000000 Penalty: 5750.687500
	Iteration 73Q: 3 clusters Score -8589974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8589978.000000 Penalty: 5750.687500
	Iteration 74Q: 3 clusters Score -8589978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8589979.000000 Penalty: 5750.687500
	Iteration 75Q: 3 clusters Score -8589979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -8589978.000000 Penalty: 5750.687500
	Iteration 76Q: 3 clusters Score -8589978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -8589980.000000 Penalty: 5750.687500
	Iteration 77Q: 3 clusters Score -8589980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8589980.000000 Penalty: 5750.687500
	Iteration 78Q: 3 clusters Score -8589980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8589976.000000 Penalty: 5750.687500
	Iteration 79Q: 3 clusters Score -8589976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8589976.000000 Penalty: 5750.687500
	Iteration 80F: 3 clusters Score -8589976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 4877 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 138962 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 65862 members 
Mstep: Class 23 contains 10090 members 
Mstep: Class 24 contains 5213 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 8195 members 
Mstep: Class 27 contains 11343 members 
Mstep: Class 28 contains 6731 members 
Mstep: Class 29 contains 19374 members 
Mstep: Class 30 contains 11276 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 151424 members 
Mstep: Class 33 contains 118656 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 148240 members 
Mstep: Class 37 contains 46662 members 
Mstep: Class 38 contains 7544 members 
Mstep: Class 39 contains 42597 members 
Entering Unmasked Estep 
Score: -150547056.000000 Penalty: 139196.921875
Splitting cluster 22 changes total score from -150272528.000000 to -150547056.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 328492 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 123674 members 
Mstep: Class 13 contains 28512 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 144456 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 165374 members 
Mstep: Class 19 contains 138962 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 65862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150594768.000000 Penalty: 139196.921875
Iteration 39Q: 40 clusters Score -1.505948e+08 nChanged 54421
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6650 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 19213 members 
Mstep: Class 5 contains 9047 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 331520 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 28321 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 12 contains 123014 members 
Mstep: Class 13 contains 27474 members 
Mstep: Class 14 contains 29306 members 
Mstep: Class 15 contains 144607 members 
Mstep: Class 16 contains 12074 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 165909 members 
Mstep: Class 19 contains 141603 members 
Mstep: Class 20 contains 15617 members 
Mstep: Class 21 contains 13030 members 
Mstep: Class 22 contains 65161 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 8263 members 
Mstep: Class 27 contains 11116 members 
Mstep: Class 28 contains 6402 members 
Mstep: Class 29 contains 19299 members 
Mstep: Class 30 contains 11001 members 
Mstep: Class 31 contains 18323 members 
Mstep: Class 32 contains 147744 members 
Mstep: Class 33 contains 118190 members 
Mstep: Class 34 contains 3130 members 
Mstep: Class 35 contains 6165 members 
Mstep: Class 36 contains 148402 members 
Mstep: Class 37 contains 44607 members 
Mstep: Class 38 contains 7476 members 
Mstep: Class 39 contains 40390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150625136.000000 Penalty: 139196.921875
Iteration 40F: 40 clusters Score -1.506251e+08 nChanged 35599
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6722 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 19218 members 
Mstep: Class 5 contains 8777 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 329288 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 27869 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 122364 members 
Mstep: Class 13 contains 26460 members 
Mstep: Class 14 contains 29874 members 
Mstep: Class 15 contains 142695 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 654 members 
Mstep: Class 18 contains 166262 members 
Mstep: Class 19 contains 140570 members 
Mstep: Class 20 contains 16011 members 
Mstep: Class 21 contains 12948 members 
Mstep: Class 22 contains 63204 members 
Mstep: Class 23 contains 8831 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 8478 members 
Mstep: Class 27 contains 12131 members 
Mstep: Class 28 contains 6640 members 
Mstep: Class 29 contains 19323 members 
Mstep: Class 30 contains 11439 members 
Mstep: Class 31 contains 18264 members 
Mstep: Class 32 contains 149671 members 
Mstep: Class 33 contains 119712 members 
Mstep: Class 34 contains 3837 members 
Mstep: Class 35 contains 6050 members 
Mstep: Class 36 contains 149183 members 
Mstep: Class 37 contains 45666 members 
Mstep: Class 38 contains 7478 members 
Mstep: Class 39 contains 39884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150635744.000000 Penalty: 139196.921875
Iteration 41Q: 40 clusters Score -1.506357e+08 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 19331 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 328265 members 
Mstep: Class 8 contains 8959 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 27546 members 
Mstep: Class 11 contains 11804 members 
Mstep: Class 12 contains 121994 members 
Mstep: Class 13 contains 25909 members 
Mstep: Class 14 contains 30322 members 
Mstep: Class 15 contains 141722 members 
Mstep: Class 16 contains 12549 members 
Mstep: Class 17 contains 636 members 
Mstep: Class 18 contains 166564 members 
Mstep: Class 19 contains 140006 members 
Mstep: Class 20 contains 16514 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 62235 members 
Mstep: Class 23 contains 8454 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 6781 members 
Mstep: Class 26 contains 8492 members 
Mstep: Class 27 contains 12890 members 
Mstep: Class 28 contains 6806 members 
Mstep: Class 29 contains 19335 members 
Mstep: Class 30 contains 11610 members 
Mstep: Class 31 contains 18300 members 
Mstep: Class 32 contains 150641 members 
Mstep: Class 33 contains 120165 members 
Mstep: Class 34 contains 3865 members 
Mstep: Class 35 contains 5959 members 
Mstep: Class 36 contains 149367 members 
Mstep: Class 37 contains 46007 members 
Mstep: Class 38 contains 7507 members 
Mstep: Class 39 contains 39504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150640256.000000 Penalty: 139196.921875
Iteration 42Q: 40 clusters Score -1.506403e+08 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6882 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 19494 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 327546 members 
Mstep: Class 8 contains 9609 members 
Mstep: Class 9 contains 3154 members 
Mstep: Class 10 contains 27251 members 
Mstep: Class 11 contains 11758 members 
Mstep: Class 12 contains 121808 members 
Mstep: Class 13 contains 25557 members 
Mstep: Class 14 contains 30719 members 
Mstep: Class 15 contains 141189 members 
Mstep: Class 16 contains 12758 members 
Mstep: Class 17 contains 649 members 
Mstep: Class 18 contains 166833 members 
Mstep: Class 19 contains 139628 members 
Mstep: Class 20 contains 16936 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 61663 members 
Mstep: Class 23 contains 8102 members 
Mstep: Class 24 contains 5857 members 
Mstep: Class 25 contains 6735 members 
Mstep: Class 26 contains 8480 members 
Mstep: Class 27 contains 13389 members 
Mstep: Class 28 contains 6897 members 
Mstep: Class 29 contains 19339 members 
Mstep: Class 30 contains 11711 members 
Mstep: Class 31 contains 18356 members 
Mstep: Class 32 contains 151088 members 
Mstep: Class 33 contains 120270 members 
Mstep: Class 34 contains 3838 members 
Mstep: Class 35 contains 5885 members 
Mstep: Class 36 contains 149419 members 
Mstep: Class 37 contains 46224 members 
Mstep: Class 38 contains 7550 members 
Mstep: Class 39 contains 39127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150643232.000000 Penalty: 139196.921875
Iteration 43Q: 40 clusters Score -1.506432e+08 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6950 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 19734 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 327001 members 
Mstep: Class 8 contains 10198 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 26982 members 
Mstep: Class 11 contains 11709 members 
Mstep: Class 12 contains 121711 members 
Mstep: Class 13 contains 25315 members 
Mstep: Class 14 contains 31097 members 
Mstep: Class 15 contains 140885 members 
Mstep: Class 16 contains 12935 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 167057 members 
Mstep: Class 19 contains 139367 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 21 contains 12649 members 
Mstep: Class 22 contains 61335 members 
Mstep: Class 23 contains 7769 members 
Mstep: Class 24 contains 5934 members 
Mstep: Class 25 contains 6690 members 
Mstep: Class 26 contains 8462 members 
Mstep: Class 27 contains 13658 members 
Mstep: Class 28 contains 6965 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11787 members 
Mstep: Class 31 contains 18419 members 
Mstep: Class 32 contains 151237 members 
Mstep: Class 33 contains 120217 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 5834 members 
Mstep: Class 36 contains 149412 members 
Mstep: Class 37 contains 46313 members 
Mstep: Class 38 contains 7590 members 
Mstep: Class 39 contains 38752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150645072.000000 Penalty: 139196.921875
Iteration 44Q: 40 clusters Score -1.506451e+08 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 4057 members 
Mstep: Class 4 contains 19970 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 326545 members 
Mstep: Class 8 contains 10793 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 26757 members 
Mstep: Class 11 contains 11660 members 
Mstep: Class 12 contains 121651 members 
Mstep: Class 13 contains 25120 members 
Mstep: Class 14 contains 31487 members 
Mstep: Class 15 contains 140788 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 167243 members 
Mstep: Class 19 contains 139171 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 61121 members 
Mstep: Class 23 contains 7510 members 
Mstep: Class 24 contains 5990 members 
Mstep: Class 25 contains 6661 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 13858 members 
Mstep: Class 28 contains 7002 members 
Mstep: Class 29 contains 19351 members 
Mstep: Class 30 contains 11836 members 
Mstep: Class 31 contains 18489 members 
Mstep: Class 32 contains 151184 members 
Mstep: Class 33 contains 120182 members 
Mstep: Class 34 contains 3788 members 
Mstep: Class 35 contains 5774 members 
Mstep: Class 36 contains 149367 members 
Mstep: Class 37 contains 46350 members 
Mstep: Class 38 contains 7619 members 
Mstep: Class 39 contains 38320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150647056.000000 Penalty: 139196.921875
Iteration 45Q: 40 clusters Score -1.506471e+08 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7094 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 20186 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 326171 members 
Mstep: Class 8 contains 11296 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 121601 members 
Mstep: Class 13 contains 25000 members 
Mstep: Class 14 contains 31892 members 
Mstep: Class 15 contains 140797 members 
Mstep: Class 16 contains 13171 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 18 contains 167384 members 
Mstep: Class 19 contains 139012 members 
Mstep: Class 20 contains 17861 members 
Mstep: Class 21 contains 12579 members 
Mstep: Class 22 contains 61012 members 
Mstep: Class 23 contains 7339 members 
Mstep: Class 24 contains 6057 members 
Mstep: Class 25 contains 6614 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 13986 members 
Mstep: Class 28 contains 7052 members 
Mstep: Class 29 contains 19351 members 
Mstep: Class 30 contains 11850 members 
Mstep: Class 31 contains 18536 members 
Mstep: Class 32 contains 151002 members 
Mstep: Class 33 contains 120094 members 
Mstep: Class 34 contains 3747 members 
Mstep: Class 35 contains 5729 members 
Mstep: Class 36 contains 149305 members 
Mstep: Class 37 contains 46385 members 
Mstep: Class 38 contains 7642 members 
Mstep: Class 39 contains 37902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150648272.000000 Penalty: 139196.921875
Iteration 46Q: 40 clusters Score -1.506483e+08 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 20372 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 325831 members 
Mstep: Class 8 contains 11822 members 
Mstep: Class 9 contains 3894 members 
Mstep: Class 10 contains 26445 members 
Mstep: Class 11 contains 11633 members 
Mstep: Class 12 contains 121564 members 
Mstep: Class 13 contains 24912 members 
Mstep: Class 14 contains 32320 members 
Mstep: Class 15 contains 140836 members 
Mstep: Class 16 contains 13266 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 167494 members 
Mstep: Class 19 contains 138896 members 
Mstep: Class 20 contains 18042 members 
Mstep: Class 21 contains 12555 members 
Mstep: Class 22 contains 60956 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 6138 members 
Mstep: Class 25 contains 6541 members 
Mstep: Class 26 contains 8317 members 
Mstep: Class 27 contains 14078 members 
Mstep: Class 28 contains 7082 members 
Mstep: Class 29 contains 19350 members 
Mstep: Class 30 contains 11855 members 
Mstep: Class 31 contains 18585 members 
Mstep: Class 32 contains 150726 members 
Mstep: Class 33 contains 119996 members 
Mstep: Class 34 contains 3702 members 
Mstep: Class 35 contains 5693 members 
Mstep: Class 36 contains 149239 members 
Mstep: Class 37 contains 46396 members 
Mstep: Class 38 contains 7655 members 
Mstep: Class 39 contains 37492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150649424.000000 Penalty: 139196.921875
Iteration 47Q: 40 clusters Score -1.506494e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7205 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 8031 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 325451 members 
Mstep: Class 8 contains 12334 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 26299 members 
Mstep: Class 11 contains 11636 members 
Mstep: Class 12 contains 121556 members 
Mstep: Class 13 contains 24830 members 
Mstep: Class 14 contains 32752 members 
Mstep: Class 15 contains 140967 members 
Mstep: Class 16 contains 13363 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 167612 members 
Mstep: Class 19 contains 138792 members 
Mstep: Class 20 contains 18174 members 
Mstep: Class 21 contains 12536 members 
Mstep: Class 22 contains 60915 members 
Mstep: Class 23 contains 7160 members 
Mstep: Class 24 contains 6246 members 
Mstep: Class 25 contains 6438 members 
Mstep: Class 26 contains 8265 members 
Mstep: Class 27 contains 14124 members 
Mstep: Class 28 contains 7099 members 
Mstep: Class 29 contains 19350 members 
Mstep: Class 30 contains 11854 members 
Mstep: Class 31 contains 18651 members 
Mstep: Class 32 contains 150402 members 
Mstep: Class 33 contains 119944 members 
Mstep: Class 34 contains 3638 members 
Mstep: Class 35 contains 5652 members 
Mstep: Class 36 contains 149123 members 
Mstep: Class 37 contains 46409 members 
Mstep: Class 38 contains 7666 members 
Mstep: Class 39 contains 37090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150650816.000000 Penalty: 139196.921875
Iteration 48Q: 40 clusters Score -1.506508e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 20685 members 
Mstep: Class 5 contains 7995 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 325068 members 
Mstep: Class 8 contains 12818 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 26170 members 
Mstep: Class 11 contains 11637 members 
Mstep: Class 12 contains 121538 members 
Mstep: Class 13 contains 24768 members 
Mstep: Class 14 contains 33194 members 
Mstep: Class 15 contains 141128 members 
Mstep: Class 16 contains 13446 members 
Mstep: Class 17 contains 1109 members 
Mstep: Class 18 contains 167720 members 
Mstep: Class 19 contains 138694 members 
Mstep: Class 20 contains 18291 members 
Mstep: Class 21 contains 12515 members 
Mstep: Class 22 contains 60898 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 6361 members 
Mstep: Class 25 contains 6331 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 14154 members 
Mstep: Class 28 contains 7110 members 
Mstep: Class 29 contains 19350 members 
Mstep: Class 30 contains 11864 members 
Mstep: Class 31 contains 18699 members 
Mstep: Class 32 contains 150014 members 
Mstep: Class 33 contains 119900 members 
Mstep: Class 34 contains 3570 members 
Mstep: Class 35 contains 5618 members 
Mstep: Class 36 contains 149029 members 
Mstep: Class 37 contains 46409 members 
Mstep: Class 38 contains 7677 members 
Mstep: Class 39 contains 36727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150651136.000000 Penalty: 139196.921875
Iteration 49Q: 40 clusters Score -1.506511e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 20799 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 324681 members 
Mstep: Class 8 contains 13283 members 
Mstep: Class 9 contains 4041 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 11632 members 
Mstep: Class 12 contains 121532 members 
Mstep: Class 13 contains 24705 members 
Mstep: Class 14 contains 33633 members 
Mstep: Class 15 contains 141342 members 
Mstep: Class 16 contains 13492 members 
Mstep: Class 17 contains 1198 members 
Mstep: Class 18 contains 167815 members 
Mstep: Class 19 contains 138611 members 
Mstep: Class 20 contains 18391 members 
Mstep: Class 21 contains 12499 members 
Mstep: Class 22 contains 60875 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 6474 members 
Mstep: Class 25 contains 6225 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 14176 members 
Mstep: Class 28 contains 7126 members 
Mstep: Class 29 contains 19349 members 
Mstep: Class 30 contains 11879 members 
Mstep: Class 31 contains 18757 members 
Mstep: Class 32 contains 149583 members 
Mstep: Class 33 contains 119899 members 
Mstep: Class 34 contains 3518 members 
Mstep: Class 35 contains 5588 members 
Mstep: Class 36 contains 148927 members 
Mstep: Class 37 contains 46402 members 
Mstep: Class 38 contains 7687 members 
Mstep: Class 39 contains 36412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150651472.000000 Penalty: 139196.921875
Iteration 50Q: 40 clusters Score -1.506515e+08 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 20892 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 324257 members 
Mstep: Class 8 contains 13695 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 25983 members 
Mstep: Class 11 contains 11640 members 
Mstep: Class 12 contains 121526 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 34070 members 
Mstep: Class 15 contains 141600 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 167895 members 
Mstep: Class 19 contains 138536 members 
Mstep: Class 20 contains 18488 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 60867 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 6630 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 14190 members 
Mstep: Class 28 contains 7135 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 18806 members 
Mstep: Class 32 contains 149126 members 
Mstep: Class 33 contains 119910 members 
Mstep: Class 34 contains 3486 members 
Mstep: Class 35 contains 5564 members 
Mstep: Class 36 contains 148833 members 
Mstep: Class 37 contains 46400 members 
Mstep: Class 38 contains 7689 members 
Mstep: Class 39 contains 36146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150651680.000000 Penalty: 139196.921875
Iteration 51Q: 40 clusters Score -1.506517e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 3897 members 
Mstep: Class 4 contains 20974 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 323839 members 
Mstep: Class 8 contains 14140 members 
Mstep: Class 9 contains 4067 members 
Mstep: Class 10 contains 25912 members 
Mstep: Class 11 contains 11651 members 
Mstep: Class 12 contains 121516 members 
Mstep: Class 13 contains 24633 members 
Mstep: Class 14 contains 34513 members 
Mstep: Class 15 contains 141870 members 
Mstep: Class 16 contains 13523 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 167962 members 
Mstep: Class 19 contains 138463 members 
Mstep: Class 20 contains 18568 members 
Mstep: Class 21 contains 12482 members 
Mstep: Class 22 contains 60897 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 6785 members 
Mstep: Class 25 contains 5936 members 
Mstep: Class 26 contains 8117 members 
Mstep: Class 27 contains 14184 members 
Mstep: Class 28 contains 7135 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11884 members 
Mstep: Class 31 contains 18843 members 
Mstep: Class 32 contains 148631 members 
Mstep: Class 33 contains 119911 members 
Mstep: Class 34 contains 3452 members 
Mstep: Class 35 contains 5539 members 
Mstep: Class 36 contains 148725 members 
Mstep: Class 37 contains 46385 members 
Mstep: Class 38 contains 7694 members 
Mstep: Class 39 contains 35925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150652496.000000 Penalty: 139196.921875
Iteration 52Q: 40 clusters Score -1.506525e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7375 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 21021 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 323423 members 
Mstep: Class 8 contains 14542 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 25833 members 
Mstep: Class 11 contains 11647 members 
Mstep: Class 12 contains 121513 members 
Mstep: Class 13 contains 24607 members 
Mstep: Class 14 contains 34918 members 
Mstep: Class 15 contains 142162 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 168035 members 
Mstep: Class 19 contains 138376 members 
Mstep: Class 20 contains 18625 members 
Mstep: Class 21 contains 12476 members 
Mstep: Class 22 contains 60910 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 14197 members 
Mstep: Class 28 contains 7148 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11888 members 
Mstep: Class 31 contains 18873 members 
Mstep: Class 32 contains 148189 members 
Mstep: Class 33 contains 119897 members 
Mstep: Class 34 contains 3429 members 
Mstep: Class 35 contains 5520 members 
Mstep: Class 36 contains 148593 members 
Mstep: Class 37 contains 46394 members 
Mstep: Class 38 contains 7699 members 
Mstep: Class 39 contains 35776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150652816.000000 Penalty: 139196.921875
Iteration 53Q: 40 clusters Score -1.506528e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7401 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 21051 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 323045 members 
Mstep: Class 8 contains 14884 members 
Mstep: Class 9 contains 4084 members 
Mstep: Class 10 contains 25766 members 
Mstep: Class 11 contains 11642 members 
Mstep: Class 12 contains 121506 members 
Mstep: Class 13 contains 24588 members 
Mstep: Class 14 contains 35297 members 
Mstep: Class 15 contains 142459 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 168095 members 
Mstep: Class 19 contains 138309 members 
Mstep: Class 20 contains 18663 members 
Mstep: Class 21 contains 12471 members 
Mstep: Class 22 contains 60919 members 
Mstep: Class 23 contains 7082 members 
Mstep: Class 24 contains 7063 members 
Mstep: Class 25 contains 5692 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 14215 members 
Mstep: Class 28 contains 7166 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11891 members 
Mstep: Class 31 contains 18902 members 
Mstep: Class 32 contains 147765 members 
Mstep: Class 33 contains 119869 members 
Mstep: Class 34 contains 3408 members 
Mstep: Class 35 contains 5503 members 
Mstep: Class 36 contains 148456 members 
Mstep: Class 37 contains 46422 members 
Mstep: Class 38 contains 7703 members 
Mstep: Class 39 contains 35649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150654000.000000 Penalty: 139196.921875
Iteration 54Q: 40 clusters Score -1.50654e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 21075 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 322633 members 
Mstep: Class 8 contains 15180 members 
Mstep: Class 9 contains 4090 members 
Mstep: Class 10 contains 25700 members 
Mstep: Class 11 contains 11638 members 
Mstep: Class 12 contains 121504 members 
Mstep: Class 13 contains 24573 members 
Mstep: Class 14 contains 35723 members 
Mstep: Class 15 contains 142730 members 
Mstep: Class 16 contains 13542 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 168159 members 
Mstep: Class 19 contains 138247 members 
Mstep: Class 20 contains 18693 members 
Mstep: Class 21 contains 12464 members 
Mstep: Class 22 contains 60924 members 
Mstep: Class 23 contains 7086 members 
Mstep: Class 24 contains 7167 members 
Mstep: Class 25 contains 5598 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 14223 members 
Mstep: Class 28 contains 7175 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 18926 members 
Mstep: Class 32 contains 147382 members 
Mstep: Class 33 contains 119856 members 
Mstep: Class 34 contains 3400 members 
Mstep: Class 35 contains 5486 members 
Mstep: Class 36 contains 148351 members 
Mstep: Class 37 contains 46442 members 
Mstep: Class 38 contains 7710 members 
Mstep: Class 39 contains 35525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150655120.000000 Penalty: 139196.921875
Iteration 55Q: 40 clusters Score -1.506551e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 21091 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 322192 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 4099 members 
Mstep: Class 10 contains 25650 members 
Mstep: Class 11 contains 11633 members 
Mstep: Class 12 contains 121500 members 
Mstep: Class 13 contains 24563 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 142942 members 
Mstep: Class 16 contains 13564 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 168212 members 
Mstep: Class 19 contains 138189 members 
Mstep: Class 20 contains 18710 members 
Mstep: Class 21 contains 12461 members 
Mstep: Class 22 contains 60943 members 
Mstep: Class 23 contains 7093 members 
Mstep: Class 24 contains 7247 members 
Mstep: Class 25 contains 5521 members 
Mstep: Class 26 contains 8056 members 
Mstep: Class 27 contains 14238 members 
Mstep: Class 28 contains 7188 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11893 members 
Mstep: Class 31 contains 18949 members 
Mstep: Class 32 contains 147040 members 
Mstep: Class 33 contains 119838 members 
Mstep: Class 34 contains 3390 members 
Mstep: Class 35 contains 5471 members 
Mstep: Class 36 contains 148242 members 
Mstep: Class 37 contains 46479 members 
Mstep: Class 38 contains 7711 members 
Mstep: Class 39 contains 35420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150655728.000000 Penalty: 139196.921875
Iteration 56Q: 40 clusters Score -1.506557e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 3858 members 
Mstep: Class 4 contains 21104 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 321781 members 
Mstep: Class 8 contains 15758 members 
Mstep: Class 9 contains 4102 members 
Mstep: Class 10 contains 25619 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 121499 members 
Mstep: Class 13 contains 24555 members 
Mstep: Class 14 contains 36497 members 
Mstep: Class 15 contains 143177 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 168246 members 
Mstep: Class 19 contains 138127 members 
Mstep: Class 20 contains 18722 members 
Mstep: Class 21 contains 12456 members 
Mstep: Class 22 contains 60969 members 
Mstep: Class 23 contains 7091 members 
Mstep: Class 24 contains 7329 members 
Mstep: Class 25 contains 5440 members 
Mstep: Class 26 contains 8047 members 
Mstep: Class 27 contains 14260 members 
Mstep: Class 28 contains 7192 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11896 members 
Mstep: Class 31 contains 18974 members 
Mstep: Class 32 contains 146691 members 
Mstep: Class 33 contains 119822 members 
Mstep: Class 34 contains 3380 members 
Mstep: Class 35 contains 5460 members 
Mstep: Class 36 contains 148166 members 
Mstep: Class 37 contains 46509 members 
Mstep: Class 38 contains 7717 members 
Mstep: Class 39 contains 35339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150657024.000000 Penalty: 139196.921875
Iteration 57Q: 40 clusters Score -1.50657e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 21114 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 321372 members 
Mstep: Class 8 contains 15994 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 121499 members 
Mstep: Class 13 contains 24539 members 
Mstep: Class 14 contains 36835 members 
Mstep: Class 15 contains 143404 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 168278 members 
Mstep: Class 19 contains 138059 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 60996 members 
Mstep: Class 23 contains 7092 members 
Mstep: Class 24 contains 7412 members 
Mstep: Class 25 contains 5365 members 
Mstep: Class 26 contains 8027 members 
Mstep: Class 27 contains 14276 members 
Mstep: Class 28 contains 7204 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11902 members 
Mstep: Class 31 contains 19000 members 
Mstep: Class 32 contains 146399 members 
Mstep: Class 33 contains 119803 members 
Mstep: Class 34 contains 3371 members 
Mstep: Class 35 contains 5455 members 
Mstep: Class 36 contains 148101 members 
Mstep: Class 37 contains 46529 members 
Mstep: Class 38 contains 7724 members 
Mstep: Class 39 contains 35282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150658016.000000 Penalty: 139196.921875
Iteration 58Q: 40 clusters Score -1.50658e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 21122 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 1378 members 
Mstep: Class 7 contains 320983 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 10 contains 25562 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 121494 members 
Mstep: Class 13 contains 24515 members 
Mstep: Class 14 contains 37158 members 
Mstep: Class 15 contains 143591 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 168302 members 
Mstep: Class 19 contains 138001 members 
Mstep: Class 20 contains 18753 members 
Mstep: Class 21 contains 12446 members 
Mstep: Class 22 contains 61022 members 
Mstep: Class 23 contains 7093 members 
Mstep: Class 24 contains 7466 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 8018 members 
Mstep: Class 27 contains 14308 members 
Mstep: Class 28 contains 7231 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11904 members 
Mstep: Class 31 contains 19017 members 
Mstep: Class 32 contains 146145 members 
Mstep: Class 33 contains 119779 members 
Mstep: Class 34 contains 3370 members 
Mstep: Class 35 contains 5447 members 
Mstep: Class 36 contains 148049 members 
Mstep: Class 37 contains 46541 members 
Mstep: Class 38 contains 7726 members 
Mstep: Class 39 contains 35238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150658512.000000 Penalty: 139196.921875
Iteration 59Q: 40 clusters Score -1.506585e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7470 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 21132 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 320609 members 
Mstep: Class 8 contains 16356 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 25548 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 121492 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 37470 members 
Mstep: Class 15 contains 143785 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 168323 members 
Mstep: Class 19 contains 137957 members 
Mstep: Class 20 contains 18761 members 
Mstep: Class 21 contains 12446 members 
Mstep: Class 22 contains 61045 members 
Mstep: Class 23 contains 7098 members 
Mstep: Class 24 contains 7484 members 
Mstep: Class 25 contains 5350 members 
Mstep: Class 26 contains 8004 members 
Mstep: Class 27 contains 14330 members 
Mstep: Class 28 contains 7251 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11905 members 
Mstep: Class 31 contains 19048 members 
Mstep: Class 32 contains 145914 members 
Mstep: Class 33 contains 119756 members 
Mstep: Class 34 contains 3367 members 
Mstep: Class 35 contains 5441 members 
Mstep: Class 36 contains 147991 members 
Mstep: Class 37 contains 46557 members 
Mstep: Class 38 contains 7726 members 
Mstep: Class 39 contains 35200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150658768.000000 Penalty: 139196.921875
Iteration 60F: 40 clusters Score -1.506588e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 21143 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 320236 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 25522 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 121489 members 
Mstep: Class 13 contains 24484 members 
Mstep: Class 14 contains 37802 members 
Mstep: Class 15 contains 143960 members 
Mstep: Class 16 contains 13624 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 168349 members 
Mstep: Class 19 contains 137919 members 
Mstep: Class 20 contains 18767 members 
Mstep: Class 21 contains 12420 members 
Mstep: Class 22 contains 61059 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 7484 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 7997 members 
Mstep: Class 27 contains 14344 members 
Mstep: Class 28 contains 7262 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11909 members 
Mstep: Class 31 contains 19081 members 
Mstep: Class 32 contains 145721 members 
Mstep: Class 33 contains 119729 members 
Mstep: Class 34 contains 3356 members 
Mstep: Class 35 contains 5432 members 
Mstep: Class 36 contains 147927 members 
Mstep: Class 37 contains 46577 members 
Mstep: Class 38 contains 7719 members 
Mstep: Class 39 contains 35144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150659184.000000 Penalty: 139196.921875
Iteration 61Q: 40 clusters Score -1.506592e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 21157 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 319901 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 25499 members 
Mstep: Class 11 contains 11515 members 
Mstep: Class 12 contains 121489 members 
Mstep: Class 13 contains 24483 members 
Mstep: Class 14 contains 38086 members 
Mstep: Class 15 contains 144048 members 
Mstep: Class 16 contains 13632 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 168375 members 
Mstep: Class 19 contains 137901 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 12397 members 
Mstep: Class 22 contains 61078 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 7480 members 
Mstep: Class 25 contains 5362 members 
Mstep: Class 26 contains 8002 members 
Mstep: Class 27 contains 14364 members 
Mstep: Class 28 contains 7282 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11912 members 
Mstep: Class 31 contains 19111 members 
Mstep: Class 32 contains 145552 members 
Mstep: Class 33 contains 119711 members 
Mstep: Class 34 contains 3337 members 
Mstep: Class 35 contains 5420 members 
Mstep: Class 36 contains 147872 members 
Mstep: Class 37 contains 46582 members 
Mstep: Class 38 contains 7726 members 
Mstep: Class 39 contains 35108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150659376.000000 Penalty: 139196.921875
Iteration 62Q: 40 clusters Score -1.506594e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7494 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 21165 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 319558 members 
Mstep: Class 8 contains 16820 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 25482 members 
Mstep: Class 11 contains 11495 members 
Mstep: Class 12 contains 121487 members 
Mstep: Class 13 contains 24483 members 
Mstep: Class 14 contains 38371 members 
Mstep: Class 15 contains 144070 members 
Mstep: Class 16 contains 13644 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 168397 members 
Mstep: Class 19 contains 137897 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 12392 members 
Mstep: Class 22 contains 61102 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 7480 members 
Mstep: Class 25 contains 5365 members 
Mstep: Class 26 contains 7996 members 
Mstep: Class 27 contains 14390 members 
Mstep: Class 28 contains 7300 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11913 members 
Mstep: Class 31 contains 19138 members 
Mstep: Class 32 contains 145390 members 
Mstep: Class 33 contains 119683 members 
Mstep: Class 34 contains 3323 members 
Mstep: Class 35 contains 5408 members 
Mstep: Class 36 contains 147843 members 
Mstep: Class 37 contains 46592 members 
Mstep: Class 38 contains 7725 members 
Mstep: Class 39 contains 35092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150659280.000000 Penalty: 139196.921875
Iteration 63Q: 40 clusters Score -1.506593e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 21167 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 319253 members 
Mstep: Class 8 contains 16984 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 25468 members 
Mstep: Class 11 contains 11481 members 
Mstep: Class 12 contains 121490 members 
Mstep: Class 13 contains 24480 members 
Mstep: Class 14 contains 38629 members 
Mstep: Class 15 contains 144087 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 168415 members 
Mstep: Class 19 contains 137896 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 12388 members 
Mstep: Class 22 contains 61125 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 7479 members 
Mstep: Class 25 contains 5366 members 
Mstep: Class 26 contains 7989 members 
Mstep: Class 27 contains 14398 members 
Mstep: Class 28 contains 7326 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11913 members 
Mstep: Class 31 contains 19161 members 
Mstep: Class 32 contains 145252 members 
Mstep: Class 33 contains 119677 members 
Mstep: Class 34 contains 3319 members 
Mstep: Class 35 contains 5398 members 
Mstep: Class 36 contains 147795 members 
Mstep: Class 37 contains 46612 members 
Mstep: Class 38 contains 7728 members 
Mstep: Class 39 contains 35060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150659376.000000 Penalty: 139196.921875
Iteration 64Q: 40 clusters Score -1.506594e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7510 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 21172 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 318934 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 25453 members 
Mstep: Class 11 contains 11431 members 
Mstep: Class 12 contains 121489 members 
Mstep: Class 13 contains 24483 members 
Mstep: Class 14 contains 38891 members 
Mstep: Class 15 contains 144133 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 168427 members 
Mstep: Class 19 contains 137871 members 
Mstep: Class 20 contains 18798 members 
Mstep: Class 21 contains 12384 members 
Mstep: Class 22 contains 61141 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 7478 members 
Mstep: Class 25 contains 5370 members 
Mstep: Class 26 contains 7989 members 
Mstep: Class 27 contains 14405 members 
Mstep: Class 28 contains 7386 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11913 members 
Mstep: Class 31 contains 19181 members 
Mstep: Class 32 contains 145119 members 
Mstep: Class 33 contains 119678 members 
Mstep: Class 34 contains 3318 members 
Mstep: Class 35 contains 5396 members 
Mstep: Class 36 contains 147749 members 
Mstep: Class 37 contains 46639 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 35039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150659616.000000 Penalty: 139196.921875
Iteration 65Q: 40 clusters Score -1.506596e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7515 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 318620 members 
Mstep: Class 8 contains 17253 members 
Mstep: Class 9 contains 4266 members 
Mstep: Class 10 contains 25440 members 
Mstep: Class 11 contains 11344 members 
Mstep: Class 12 contains 121487 members 
Mstep: Class 13 contains 24475 members 
Mstep: Class 14 contains 39152 members 
Mstep: Class 15 contains 144221 members 
Mstep: Class 16 contains 13639 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 168440 members 
Mstep: Class 19 contains 137840 members 
Mstep: Class 20 contains 18806 members 
Mstep: Class 21 contains 12384 members 
Mstep: Class 22 contains 61151 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 7478 members 
Mstep: Class 25 contains 5373 members 
Mstep: Class 26 contains 7985 members 
Mstep: Class 27 contains 14418 members 
Mstep: Class 28 contains 7473 members 
Mstep: Class 29 contains 19346 members 
Mstep: Class 30 contains 11918 members 
Mstep: Class 31 contains 19206 members 
Mstep: Class 32 contains 144988 members 
Mstep: Class 33 contains 119681 members 
Mstep: Class 34 contains 3317 members 
Mstep: Class 35 contains 5393 members 
Mstep: Class 36 contains 147702 members 
Mstep: Class 37 contains 46655 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 35014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150659792.000000 Penalty: 139196.921875
Iteration 66Q: 40 clusters Score -1.506598e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 21184 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 318342 members 
Mstep: Class 8 contains 17347 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 25430 members 
Mstep: Class 11 contains 11195 members 
Mstep: Class 12 contains 121485 members 
Mstep: Class 13 contains 24475 members 
Mstep: Class 14 contains 39397 members 
Mstep: Class 15 contains 144288 members 
Mstep: Class 16 contains 13635 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 168457 members 
Mstep: Class 19 contains 137812 members 
Mstep: Class 20 contains 18810 members 
Mstep: Class 21 contains 12384 members 
Mstep: Class 22 contains 61174 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 7477 members 
Mstep: Class 25 contains 5375 members 
Mstep: Class 26 contains 7981 members 
Mstep: Class 27 contains 14430 members 
Mstep: Class 28 contains 7634 members 
Mstep: Class 29 contains 19347 members 
Mstep: Class 30 contains 11918 members 
Mstep: Class 31 contains 19230 members 
Mstep: Class 32 contains 144880 members 
Mstep: Class 33 contains 119671 members 
Mstep: Class 34 contains 3316 members 
Mstep: Class 35 contains 5388 members 
Mstep: Class 36 contains 147670 members 
Mstep: Class 37 contains 46667 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150660256.000000 Penalty: 139196.921875
Iteration 67Q: 40 clusters Score -1.506603e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7526 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 21185 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 318096 members 
Mstep: Class 8 contains 17420 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 25418 members 
Mstep: Class 11 contains 10965 members 
Mstep: Class 12 contains 121484 members 
Mstep: Class 13 contains 24462 members 
Mstep: Class 14 contains 39601 members 
Mstep: Class 15 contains 144353 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 168467 members 
Mstep: Class 19 contains 137794 members 
Mstep: Class 20 contains 18818 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 61193 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 7476 members 
Mstep: Class 25 contains 5377 members 
Mstep: Class 26 contains 7977 members 
Mstep: Class 27 contains 14434 members 
Mstep: Class 28 contains 7898 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11908 members 
Mstep: Class 31 contains 19247 members 
Mstep: Class 32 contains 144793 members 
Mstep: Class 33 contains 119659 members 
Mstep: Class 34 contains 3316 members 
Mstep: Class 35 contains 5383 members 
Mstep: Class 36 contains 147629 members 
Mstep: Class 37 contains 46691 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150661296.000000 Penalty: 139196.921875
Iteration 68Q: 40 clusters Score -1.506613e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7531 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 317867 members 
Mstep: Class 8 contains 17477 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 25412 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 121480 members 
Mstep: Class 13 contains 24453 members 
Mstep: Class 14 contains 39793 members 
Mstep: Class 15 contains 144427 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 168474 members 
Mstep: Class 19 contains 137762 members 
Mstep: Class 20 contains 18820 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 61212 members 
Mstep: Class 23 contains 7133 members 
Mstep: Class 24 contains 7477 members 
Mstep: Class 25 contains 5380 members 
Mstep: Class 26 contains 7978 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 8149 members 
Mstep: Class 29 contains 19349 members 
Mstep: Class 30 contains 11907 members 
Mstep: Class 31 contains 19271 members 
Mstep: Class 32 contains 144690 members 
Mstep: Class 33 contains 119637 members 
Mstep: Class 34 contains 3315 members 
Mstep: Class 35 contains 5379 members 
Mstep: Class 36 contains 147584 members 
Mstep: Class 37 contains 46703 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150662128.000000 Penalty: 139196.921875
Iteration 69Q: 40 clusters Score -1.506621e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 317612 members 
Mstep: Class 8 contains 17506 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 25404 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 121482 members 
Mstep: Class 13 contains 24448 members 
Mstep: Class 14 contains 40019 members 
Mstep: Class 15 contains 144489 members 
Mstep: Class 16 contains 13667 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 168485 members 
Mstep: Class 19 contains 137737 members 
Mstep: Class 20 contains 18818 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 61231 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 7474 members 
Mstep: Class 25 contains 5382 members 
Mstep: Class 26 contains 7977 members 
Mstep: Class 27 contains 14457 members 
Mstep: Class 28 contains 8330 members 
Mstep: Class 29 contains 19349 members 
Mstep: Class 30 contains 11879 members 
Mstep: Class 31 contains 19291 members 
Mstep: Class 32 contains 144581 members 
Mstep: Class 33 contains 119619 members 
Mstep: Class 34 contains 3309 members 
Mstep: Class 35 contains 5373 members 
Mstep: Class 36 contains 147536 members 
Mstep: Class 37 contains 46719 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150662624.000000 Penalty: 139196.921875
Iteration 70Q: 40 clusters Score -1.506626e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3679 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 317352 members 
Mstep: Class 8 contains 17547 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 25399 members 
Mstep: Class 11 contains 10686 members 
Mstep: Class 12 contains 121480 members 
Mstep: Class 13 contains 24467 members 
Mstep: Class 14 contains 40259 members 
Mstep: Class 15 contains 144515 members 
Mstep: Class 16 contains 13676 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 168493 members 
Mstep: Class 19 contains 137694 members 
Mstep: Class 20 contains 18821 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 61245 members 
Mstep: Class 23 contains 7141 members 
Mstep: Class 24 contains 7472 members 
Mstep: Class 25 contains 5383 members 
Mstep: Class 26 contains 7979 members 
Mstep: Class 27 contains 14465 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 19304 members 
Mstep: Class 32 contains 144483 members 
Mstep: Class 33 contains 119610 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5371 members 
Mstep: Class 36 contains 147519 members 
Mstep: Class 37 contains 46731 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150662880.000000 Penalty: 139196.921875
Iteration 71Q: 40 clusters Score -1.506629e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 21194 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 317087 members 
Mstep: Class 8 contains 17596 members 
Mstep: Class 9 contains 4260 members 
Mstep: Class 10 contains 25385 members 
Mstep: Class 11 contains 10667 members 
Mstep: Class 12 contains 121480 members 
Mstep: Class 13 contains 24476 members 
Mstep: Class 14 contains 40460 members 
Mstep: Class 15 contains 144522 members 
Mstep: Class 16 contains 13674 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 168510 members 
Mstep: Class 19 contains 137663 members 
Mstep: Class 20 contains 18823 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 61264 members 
Mstep: Class 23 contains 7144 members 
Mstep: Class 24 contains 7471 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 7976 members 
Mstep: Class 27 contains 14479 members 
Mstep: Class 28 contains 8555 members 
Mstep: Class 29 contains 19348 members 
Mstep: Class 30 contains 11814 members 
Mstep: Class 31 contains 19315 members 
Mstep: Class 32 contains 144416 members 
Mstep: Class 33 contains 119622 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5369 members 
Mstep: Class 36 contains 147512 members 
Mstep: Class 37 contains 46748 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663104.000000 Penalty: 139196.921875
Iteration 72Q: 40 clusters Score -1.506631e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3658 members 
Mstep: Class 4 contains 21195 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 316854 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 4256 members 
Mstep: Class 10 contains 25367 members 
Mstep: Class 11 contains 10624 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24478 members 
Mstep: Class 14 contains 40649 members 
Mstep: Class 15 contains 144551 members 
Mstep: Class 16 contains 13672 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 168532 members 
Mstep: Class 19 contains 137643 members 
Mstep: Class 20 contains 18828 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 61275 members 
Mstep: Class 23 contains 7144 members 
Mstep: Class 24 contains 7471 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 7975 members 
Mstep: Class 27 contains 14497 members 
Mstep: Class 28 contains 8655 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11797 members 
Mstep: Class 31 contains 19324 members 
Mstep: Class 32 contains 144341 members 
Mstep: Class 33 contains 119641 members 
Mstep: Class 34 contains 3304 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147493 members 
Mstep: Class 37 contains 46762 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663408.000000 Penalty: 139196.921875
Iteration 73Q: 40 clusters Score -1.506634e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3647 members 
Mstep: Class 4 contains 21197 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 316645 members 
Mstep: Class 8 contains 17686 members 
Mstep: Class 9 contains 4255 members 
Mstep: Class 10 contains 25352 members 
Mstep: Class 11 contains 10585 members 
Mstep: Class 12 contains 121479 members 
Mstep: Class 13 contains 24481 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 144569 members 
Mstep: Class 16 contains 13679 members 
Mstep: Class 17 contains 1547 members 
Mstep: Class 18 contains 168550 members 
Mstep: Class 19 contains 137627 members 
Mstep: Class 20 contains 18830 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 61289 members 
Mstep: Class 23 contains 7144 members 
Mstep: Class 24 contains 7470 members 
Mstep: Class 25 contains 5386 members 
Mstep: Class 26 contains 7974 members 
Mstep: Class 27 contains 14504 members 
Mstep: Class 28 contains 8731 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11778 members 
Mstep: Class 31 contains 19324 members 
Mstep: Class 32 contains 144285 members 
Mstep: Class 33 contains 119640 members 
Mstep: Class 34 contains 3304 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147479 members 
Mstep: Class 37 contains 46775 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663440.000000 Penalty: 139196.921875
Iteration 74Q: 40 clusters Score -1.506634e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3640 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 316444 members 
Mstep: Class 8 contains 17729 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 25338 members 
Mstep: Class 11 contains 10533 members 
Mstep: Class 12 contains 121482 members 
Mstep: Class 13 contains 24480 members 
Mstep: Class 14 contains 41033 members 
Mstep: Class 15 contains 144608 members 
Mstep: Class 16 contains 13678 members 
Mstep: Class 17 contains 1548 members 
Mstep: Class 18 contains 168566 members 
Mstep: Class 19 contains 137615 members 
Mstep: Class 20 contains 18832 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 61310 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 7470 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 7976 members 
Mstep: Class 27 contains 14498 members 
Mstep: Class 28 contains 8797 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11757 members 
Mstep: Class 31 contains 19333 members 
Mstep: Class 32 contains 144238 members 
Mstep: Class 33 contains 119652 members 
Mstep: Class 34 contains 3304 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147462 members 
Mstep: Class 37 contains 46796 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663680.000000 Penalty: 139196.921875
Iteration 75Q: 40 clusters Score -1.506637e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 316254 members 
Mstep: Class 8 contains 17782 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 25329 members 
Mstep: Class 11 contains 10500 members 
Mstep: Class 12 contains 121480 members 
Mstep: Class 13 contains 24489 members 
Mstep: Class 14 contains 41188 members 
Mstep: Class 15 contains 144663 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1548 members 
Mstep: Class 18 contains 168581 members 
Mstep: Class 19 contains 137602 members 
Mstep: Class 20 contains 18833 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 22 contains 61321 members 
Mstep: Class 23 contains 7150 members 
Mstep: Class 24 contains 7471 members 
Mstep: Class 25 contains 5385 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 14501 members 
Mstep: Class 28 contains 8847 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11730 members 
Mstep: Class 31 contains 19343 members 
Mstep: Class 32 contains 144146 members 
Mstep: Class 33 contains 119667 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147463 members 
Mstep: Class 37 contains 46816 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663680.000000 Penalty: 139196.921875
Iteration 76Q: 40 clusters Score -1.506637e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 21199 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 316091 members 
Mstep: Class 8 contains 17836 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 25307 members 
Mstep: Class 11 contains 10478 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24488 members 
Mstep: Class 14 contains 41319 members 
Mstep: Class 15 contains 144699 members 
Mstep: Class 16 contains 13682 members 
Mstep: Class 17 contains 1549 members 
Mstep: Class 18 contains 168603 members 
Mstep: Class 19 contains 137582 members 
Mstep: Class 20 contains 18835 members 
Mstep: Class 21 contains 12382 members 
Mstep: Class 22 contains 61335 members 
Mstep: Class 23 contains 7150 members 
Mstep: Class 24 contains 7472 members 
Mstep: Class 25 contains 5389 members 
Mstep: Class 26 contains 7970 members 
Mstep: Class 27 contains 14505 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11708 members 
Mstep: Class 31 contains 19350 members 
Mstep: Class 32 contains 144085 members 
Mstep: Class 33 contains 119682 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147458 members 
Mstep: Class 37 contains 46836 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663536.000000 Penalty: 139196.921875
Iteration 77Q: 40 clusters Score -1.506635e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 21203 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 315938 members 
Mstep: Class 8 contains 17888 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25293 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24483 members 
Mstep: Class 14 contains 41432 members 
Mstep: Class 15 contains 144737 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1549 members 
Mstep: Class 18 contains 168620 members 
Mstep: Class 19 contains 137570 members 
Mstep: Class 20 contains 18837 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 22 contains 61345 members 
Mstep: Class 23 contains 7153 members 
Mstep: Class 24 contains 7474 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7969 members 
Mstep: Class 27 contains 14502 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11698 members 
Mstep: Class 31 contains 19358 members 
Mstep: Class 32 contains 144024 members 
Mstep: Class 33 contains 119703 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147443 members 
Mstep: Class 37 contains 46855 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150663792.000000 Penalty: 139196.921875
Iteration 78Q: 40 clusters Score -1.506638e+08 nChanged 658
Entering ConstructFrom: 
Score: -150663792.000000 Penalty: 139196.921875
Entering ConstructFrom: 
Trying to split cluster 1 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -482851.250000 Penalty: 2189.248535
	Iteration 0F: 2 clusters Score -482851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -477291.093750 Penalty: 4378.497070
	Iteration 0F: 3 clusters Score -477291.1 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -479055.125000 Penalty: 4378.497070
	Iteration 1F: 3 clusters Score -479055.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -479860.562500 Penalty: 4378.497070
	Iteration 2F: 3 clusters Score -479860.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -481212.125000 Penalty: 4378.497070
	Iteration 3F: 3 clusters Score -481212.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -482611.468750 Penalty: 4378.497070
	Iteration 4F: 3 clusters Score -482611.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -483665.218750 Penalty: 4378.497070
	Iteration 5F: 3 clusters Score -483665.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -484289.000000 Penalty: 4378.497070
	Iteration 6F: 3 clusters Score -484289 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -484744.375000 Penalty: 4378.497070
	Iteration 7Q: 3 clusters Score -484744.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -485145.156250 Penalty: 4378.497070
	Iteration 8Q: 3 clusters Score -485145.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -485447.718750 Penalty: 4378.497070
	Iteration 9Q: 3 clusters Score -485447.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -485666.218750 Penalty: 4378.497070
	Iteration 10Q: 3 clusters Score -485666.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -485796.062500 Penalty: 4378.497070
	Iteration 11Q: 3 clusters Score -485796.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -485855.656250 Penalty: 4378.497070
	Iteration 12Q: 3 clusters Score -485855.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -485894.093750 Penalty: 4378.497070
	Iteration 13Q: 3 clusters Score -485894.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -485932.468750 Penalty: 4378.497070
	Iteration 14Q: 3 clusters Score -485932.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -485956.687500 Penalty: 4378.497070
	Iteration 15Q: 3 clusters Score -485956.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -485969.062500 Penalty: 4378.497070
	Iteration 16Q: 3 clusters Score -485969.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -485993.281250 Penalty: 4378.497070
	Iteration 17Q: 3 clusters Score -485993.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -486003.000000 Penalty: 4378.497070
	Iteration 18Q: 3 clusters Score -486003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -486006.343750 Penalty: 4378.497070
	Iteration 19Q: 3 clusters Score -486006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -486026.906250 Penalty: 4378.497070
	Iteration 20F: 3 clusters Score -486026.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -486033.062500 Penalty: 4378.497070
	Iteration 21Q: 3 clusters Score -486033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -486034.875000 Penalty: 4378.497070
	Iteration 22Q: 3 clusters Score -486034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -486035.312500 Penalty: 4378.497070
	Iteration 23Q: 3 clusters Score -486035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -486037.281250 Penalty: 4378.497070
	Iteration 24Q: 3 clusters Score -486037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -486037.406250 Penalty: 4378.497070
	Iteration 25Q: 3 clusters Score -486037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -486038.156250 Penalty: 4378.497070
	Iteration 26Q: 3 clusters Score -486038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -486036.812500 Penalty: 4378.497070
	Iteration 27Q: 3 clusters Score -486036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -486039.000000 Penalty: 4378.497070
	Iteration 28Q: 3 clusters Score -486039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -486039.093750 Penalty: 4378.497070
	Iteration 29Q: 3 clusters Score -486039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -486039.093750 Penalty: 4378.497070
	Iteration 30F: 3 clusters Score -486039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 21205 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 315799 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Entering Unmasked Estep 
Score: -150665296.000000 Penalty: 142766.062500
Splitting cluster 1 changes total score from -150663792.000000 to -150665296.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 2 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -589712.500000 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -589712.5 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 3687 members 
Entering Unmasked Estep 
Score: -583620.437500 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -583620.4 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -585171.125000 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -585171.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -585449.750000 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -585449.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -585661.125000 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -585661.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -585835.375000 Penalty: 4428.079590
	Iteration 4Q: 3 clusters Score -585835.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -586001.812500 Penalty: 4428.079590
	Iteration 5Q: 3 clusters Score -586001.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -586149.312500 Penalty: 4428.079590
	Iteration 6Q: 3 clusters Score -586149.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -586304.625000 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -586304.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -586460.187500 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -586460.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -586631.562500 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -586631.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -586830.437500 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -586830.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -587028.750000 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -587028.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -587197.375000 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -587197.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -587349.500000 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -587349.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -587464.500000 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -587464.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -587547.812500 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -587547.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -587600.687500 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -587600.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -587641.937500 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -587641.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -587670.500000 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -587670.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -587680.812500 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -587680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -587686.812500 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -587686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -587696.125000 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -587696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -587698.437500 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -587698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -587700.312500 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -587700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -587703.875000 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -587703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -587706.500000 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -587706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -587713.187500 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -587713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -587715.875000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -587715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -587718.000000 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -587718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -587721.437500 Penalty: 4428.079590
	Iteration 29Q: 3 clusters Score -587721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -587725.750000 Penalty: 4428.079590
	Iteration 30Q: 3 clusters Score -587725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -587726.500000 Penalty: 4428.079590
	Iteration 31Q: 3 clusters Score -587726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -587728.750000 Penalty: 4428.079590
	Iteration 32Q: 3 clusters Score -587728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -587731.375000 Penalty: 4428.079590
	Iteration 33Q: 3 clusters Score -587731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -587732.375000 Penalty: 4428.079590
	Iteration 34Q: 3 clusters Score -587732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -587736.562500 Penalty: 4428.079590
	Iteration 35Q: 3 clusters Score -587736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -587737.937500 Penalty: 4428.079590
	Iteration 36Q: 3 clusters Score -587737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -587737.875000 Penalty: 4428.079590
	Iteration 37Q: 3 clusters Score -587737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -587737.875000 Penalty: 4428.079590
	Iteration 38F: 3 clusters Score -587737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Entering Unmasked Estep 
Score: -226039.046875 Penalty: 2032.237427
	Iteration 0F: 2 clusters Score -226039 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 1796 members 
Entering Unmasked Estep 
Score: -222580.343750 Penalty: 4064.474854
	Iteration 0F: 3 clusters Score -222580.3 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -224077.734375 Penalty: 4064.474854
	Iteration 1F: 3 clusters Score -224077.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -224890.531250 Penalty: 4064.474854
	Iteration 2F: 3 clusters Score -224890.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -225412.968750 Penalty: 4064.474854
	Iteration 3F: 3 clusters Score -225413 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -225803.140625 Penalty: 4064.474854
	Iteration 4F: 3 clusters Score -225803.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -226072.843750 Penalty: 4064.474854
	Iteration 5Q: 3 clusters Score -226072.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -226339.468750 Penalty: 4064.474854
	Iteration 6Q: 3 clusters Score -226339.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -226537.656250 Penalty: 4064.474854
	Iteration 7Q: 3 clusters Score -226537.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -226686.796875 Penalty: 4064.474854
	Iteration 8Q: 3 clusters Score -226686.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -226765.218750 Penalty: 4064.474854
	Iteration 9Q: 3 clusters Score -226765.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -226825.234375 Penalty: 4064.474854
	Iteration 10Q: 3 clusters Score -226825.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -226860.687500 Penalty: 4064.474854
	Iteration 11Q: 3 clusters Score -226860.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -226886.031250 Penalty: 4064.474854
	Iteration 12Q: 3 clusters Score -226886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -226904.890625 Penalty: 4064.474854
	Iteration 13Q: 3 clusters Score -226904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -226916.656250 Penalty: 4064.474854
	Iteration 14Q: 3 clusters Score -226916.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -226929.515625 Penalty: 4064.474854
	Iteration 15Q: 3 clusters Score -226929.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -226943.437500 Penalty: 4064.474854
	Iteration 16Q: 3 clusters Score -226943.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -226954.671875 Penalty: 4064.474854
	Iteration 17Q: 3 clusters Score -226954.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -226965.031250 Penalty: 4064.474854
	Iteration 18Q: 3 clusters Score -226965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -226975.031250 Penalty: 4064.474854
	Iteration 19Q: 3 clusters Score -226975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -226987.328125 Penalty: 4064.474854
	Iteration 20F: 3 clusters Score -226987.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -227005.296875 Penalty: 4064.474854
	Iteration 21Q: 3 clusters Score -227005.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -227019.359375 Penalty: 4064.474854
	Iteration 22Q: 3 clusters Score -227019.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -227045.187500 Penalty: 4064.474854
	Iteration 23Q: 3 clusters Score -227045.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -227076.250000 Penalty: 4064.474854
	Iteration 24Q: 3 clusters Score -227076.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -227117.203125 Penalty: 4064.474854
	Iteration 25Q: 3 clusters Score -227117.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -227157.343750 Penalty: 4064.474854
	Iteration 26Q: 3 clusters Score -227157.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -227191.281250 Penalty: 4064.474854
	Iteration 27Q: 3 clusters Score -227191.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -227215.843750 Penalty: 4064.474854
	Iteration 28Q: 3 clusters Score -227215.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -227236.968750 Penalty: 4064.474854
	Iteration 29Q: 3 clusters Score -227237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -227243.890625 Penalty: 4064.474854
	Iteration 30Q: 3 clusters Score -227243.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -227251.718750 Penalty: 4064.474854
	Iteration 31Q: 3 clusters Score -227251.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -227271.437500 Penalty: 4064.474854
	Iteration 32Q: 3 clusters Score -227271.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -227287.640625 Penalty: 4064.474854
	Iteration 33Q: 3 clusters Score -227287.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -227301.453125 Penalty: 4064.474854
	Iteration 34Q: 3 clusters Score -227301.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -227310.406250 Penalty: 4064.474854
	Iteration 35Q: 3 clusters Score -227310.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -227319.515625 Penalty: 4064.474854
	Iteration 36Q: 3 clusters Score -227319.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -227333.296875 Penalty: 4064.474854
	Iteration 37Q: 3 clusters Score -227333.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -227351.265625 Penalty: 4064.474854
	Iteration 38Q: 3 clusters Score -227351.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -227372.687500 Penalty: 4064.474854
	Iteration 39Q: 3 clusters Score -227372.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -227412.718750 Penalty: 4064.474854
	Iteration 40F: 3 clusters Score -227412.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -227472.718750 Penalty: 4064.474854
	Iteration 41Q: 3 clusters Score -227472.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -227498.468750 Penalty: 4064.474854
	Iteration 42Q: 3 clusters Score -227498.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -227509.281250 Penalty: 4064.474854
	Iteration 43Q: 3 clusters Score -227509.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -227519.437500 Penalty: 4064.474854
	Iteration 44Q: 3 clusters Score -227519.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -227522.921875 Penalty: 4064.474854
	Iteration 45Q: 3 clusters Score -227522.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -227534.250000 Penalty: 4064.474854
	Iteration 46Q: 3 clusters Score -227534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -227548.906250 Penalty: 4064.474854
	Iteration 47Q: 3 clusters Score -227548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -227568.921875 Penalty: 4064.474854
	Iteration 48Q: 3 clusters Score -227568.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -227590.562500 Penalty: 4064.474854
	Iteration 49Q: 3 clusters Score -227590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -227608.250000 Penalty: 4064.474854
	Iteration 50Q: 3 clusters Score -227608.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -227617.562500 Penalty: 4064.474854
	Iteration 51Q: 3 clusters Score -227617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -227621.109375 Penalty: 4064.474854
	Iteration 52Q: 3 clusters Score -227621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -227622.453125 Penalty: 4064.474854
	Iteration 53Q: 3 clusters Score -227622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -227622.453125 Penalty: 4064.474854
	Iteration 54Q: 3 clusters Score -227622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -227622.453125 Penalty: 4064.474854
	Iteration 55F: 3 clusters Score -227622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 21205 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 315799 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Entering Unmasked Estep 
Score: -150664416.000000 Penalty: 146335.218750
Splitting cluster 3 changes total score from -150663792.000000 to -150664416.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -1586581.125000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -1586581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1571844.000000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -1571844 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1577782.375000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -1577782 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1580234.250000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -1580234 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1585064.250000 Penalty: 4941.147949
	Iteration 3F: 3 clusters Score -1585064 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1591201.875000 Penalty: 4941.147949
	Iteration 4F: 3 clusters Score -1591202 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1595240.375000 Penalty: 4941.147949
	Iteration 5F: 3 clusters Score -1595240 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1596861.500000 Penalty: 4941.147949
	Iteration 6Q: 3 clusters Score -1596862 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1597403.000000 Penalty: 4941.147949
	Iteration 7Q: 3 clusters Score -1597403 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1597554.875000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -1597555 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1597610.875000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -1597611 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1597660.125000 Penalty: 4941.147949
	Iteration 10Q: 3 clusters Score -1597660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1597696.250000 Penalty: 4941.147949
	Iteration 11Q: 3 clusters Score -1597696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1597723.625000 Penalty: 4941.147949
	Iteration 12Q: 3 clusters Score -1597724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1597747.000000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -1597747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1597760.750000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -1597761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1597775.250000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -1597775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1597775.500000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -1597776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1597781.875000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -1597782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1597791.250000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -1597791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1597805.250000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -1597805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1597810.000000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -1597810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1597815.750000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -1597816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1597823.500000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -1597824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1597825.750000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -1597826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1597824.000000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -1597824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1597825.250000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -1597825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1597827.125000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -1597827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1597820.750000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -1597821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1597828.875000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -1597829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1597826.125000 Penalty: 4941.147949
	Iteration 29Q: 3 clusters Score -1597826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1597826.125000 Penalty: 4941.147949
	Iteration 30F: 3 clusters Score -1597826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 315799 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Entering Unmasked Estep 
Score: -150675728.000000 Penalty: 149904.375000
Splitting cluster 4 changes total score from -150663792.000000 to -150675728.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 5 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -577083.562500 Penalty: 2222.577881
	Iteration 0F: 2 clusters Score -577083.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -570845.937500 Penalty: 4445.155762
	Iteration 0F: 3 clusters Score -570845.9 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -573017.812500 Penalty: 4445.155762
	Iteration 1F: 3 clusters Score -573017.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -573926.250000 Penalty: 4445.155762
	Iteration 2F: 3 clusters Score -573926.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -575128.125000 Penalty: 4445.155762
	Iteration 3F: 3 clusters Score -575128.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -576070.250000 Penalty: 4445.155762
	Iteration 4F: 3 clusters Score -576070.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -576646.375000 Penalty: 4445.155762
	Iteration 5F: 3 clusters Score -576646.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -577019.812500 Penalty: 4445.155762
	Iteration 6F: 3 clusters Score -577019.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -577242.500000 Penalty: 4445.155762
	Iteration 7Q: 3 clusters Score -577242.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -577351.937500 Penalty: 4445.155762
	Iteration 8Q: 3 clusters Score -577351.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -577401.625000 Penalty: 4445.155762
	Iteration 9Q: 3 clusters Score -577401.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -577435.500000 Penalty: 4445.155762
	Iteration 10Q: 3 clusters Score -577435.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -577460.562500 Penalty: 4445.155762
	Iteration 11Q: 3 clusters Score -577460.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -577478.125000 Penalty: 4445.155762
	Iteration 12Q: 3 clusters Score -577478.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -577498.000000 Penalty: 4445.155762
	Iteration 13Q: 3 clusters Score -577498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -577518.125000 Penalty: 4445.155762
	Iteration 14Q: 3 clusters Score -577518.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -577535.500000 Penalty: 4445.155762
	Iteration 15Q: 3 clusters Score -577535.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -577558.500000 Penalty: 4445.155762
	Iteration 16Q: 3 clusters Score -577558.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -577581.750000 Penalty: 4445.155762
	Iteration 17Q: 3 clusters Score -577581.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -577601.937500 Penalty: 4445.155762
	Iteration 18Q: 3 clusters Score -577601.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -577614.437500 Penalty: 4445.155762
	Iteration 19Q: 3 clusters Score -577614.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -577624.937500 Penalty: 4445.155762
	Iteration 20F: 3 clusters Score -577624.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -577635.812500 Penalty: 4445.155762
	Iteration 21Q: 3 clusters Score -577635.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -577642.187500 Penalty: 4445.155762
	Iteration 22Q: 3 clusters Score -577642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -577648.125000 Penalty: 4445.155762
	Iteration 23Q: 3 clusters Score -577648.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -577651.187500 Penalty: 4445.155762
	Iteration 24Q: 3 clusters Score -577651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -577654.312500 Penalty: 4445.155762
	Iteration 25Q: 3 clusters Score -577654.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -577659.000000 Penalty: 4445.155762
	Iteration 26Q: 3 clusters Score -577659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -577663.062500 Penalty: 4445.155762
	Iteration 27Q: 3 clusters Score -577663.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -577664.687500 Penalty: 4445.155762
	Iteration 28Q: 3 clusters Score -577664.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -577669.937500 Penalty: 4445.155762
	Iteration 29Q: 3 clusters Score -577669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -577673.062500 Penalty: 4445.155762
	Iteration 30Q: 3 clusters Score -577673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -577675.562500 Penalty: 4445.155762
	Iteration 31Q: 3 clusters Score -577675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -577678.000000 Penalty: 4445.155762
	Iteration 32Q: 3 clusters Score -577678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -577679.187500 Penalty: 4445.155762
	Iteration 33Q: 3 clusters Score -577679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -577682.750000 Penalty: 4445.155762
	Iteration 34Q: 3 clusters Score -577682.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -577682.500000 Penalty: 4445.155762
	Iteration 35Q: 3 clusters Score -577682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -577687.250000 Penalty: 4445.155762
	Iteration 36Q: 3 clusters Score -577687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -577687.500000 Penalty: 4445.155762
	Iteration 37Q: 3 clusters Score -577687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -577688.062500 Penalty: 4445.155762
	Iteration 38Q: 3 clusters Score -577688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -577689.125000 Penalty: 4445.155762
	Iteration 39Q: 3 clusters Score -577689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -577689.562500 Penalty: 4445.155762
	Iteration 40F: 3 clusters Score -577689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -577691.375000 Penalty: 4445.155762
	Iteration 41Q: 3 clusters Score -577691.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -577695.562500 Penalty: 4445.155762
	Iteration 42Q: 3 clusters Score -577695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -577699.750000 Penalty: 4445.155762
	Iteration 43Q: 3 clusters Score -577699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -577700.187500 Penalty: 4445.155762
	Iteration 44Q: 3 clusters Score -577700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -577705.750000 Penalty: 4445.155762
	Iteration 45Q: 3 clusters Score -577705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -577706.687500 Penalty: 4445.155762
	Iteration 46Q: 3 clusters Score -577706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -577710.062500 Penalty: 4445.155762
	Iteration 47Q: 3 clusters Score -577710.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -577711.000000 Penalty: 4445.155762
	Iteration 48Q: 3 clusters Score -577711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -577711.937500 Penalty: 4445.155762
	Iteration 49Q: 3 clusters Score -577711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -577717.125000 Penalty: 4445.155762
	Iteration 50Q: 3 clusters Score -577717.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -577724.500000 Penalty: 4445.155762
	Iteration 51Q: 3 clusters Score -577724.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -577730.937500 Penalty: 4445.155762
	Iteration 52Q: 3 clusters Score -577730.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -577737.125000 Penalty: 4445.155762
	Iteration 53Q: 3 clusters Score -577737.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -577741.937500 Penalty: 4445.155762
	Iteration 54Q: 3 clusters Score -577741.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -577747.750000 Penalty: 4445.155762
	Iteration 55Q: 3 clusters Score -577747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -577749.750000 Penalty: 4445.155762
	Iteration 56Q: 3 clusters Score -577749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -577752.812500 Penalty: 4445.155762
	Iteration 57Q: 3 clusters Score -577752.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -577758.187500 Penalty: 4445.155762
	Iteration 58Q: 3 clusters Score -577758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -577761.937500 Penalty: 4445.155762
	Iteration 59Q: 3 clusters Score -577761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -577763.562500 Penalty: 4445.155762
	Iteration 60F: 3 clusters Score -577763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -577766.125000 Penalty: 4445.155762
	Iteration 61Q: 3 clusters Score -577766.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -577768.937500 Penalty: 4445.155762
	Iteration 62Q: 3 clusters Score -577768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -577773.500000 Penalty: 4445.155762
	Iteration 63Q: 3 clusters Score -577773.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -577778.875000 Penalty: 4445.155762
	Iteration 64Q: 3 clusters Score -577778.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -577788.625000 Penalty: 4445.155762
	Iteration 65Q: 3 clusters Score -577788.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -577801.937500 Penalty: 4445.155762
	Iteration 66Q: 3 clusters Score -577801.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -577813.562500 Penalty: 4445.155762
	Iteration 67Q: 3 clusters Score -577813.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -577830.562500 Penalty: 4445.155762
	Iteration 68Q: 3 clusters Score -577830.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -577853.750000 Penalty: 4445.155762
	Iteration 69Q: 3 clusters Score -577853.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -577881.000000 Penalty: 4445.155762
	Iteration 70Q: 3 clusters Score -577881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -577922.375000 Penalty: 4445.155762
	Iteration 71Q: 3 clusters Score -577922.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -578025.125000 Penalty: 4445.155762
	Iteration 72Q: 3 clusters Score -578025.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -578189.250000 Penalty: 4445.155762
	Iteration 73Q: 3 clusters Score -578189.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -578328.687500 Penalty: 4445.155762
	Iteration 74Q: 3 clusters Score -578328.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -578392.312500 Penalty: 4445.155762
	Iteration 75Q: 3 clusters Score -578392.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -578437.812500 Penalty: 4445.155762
	Iteration 76Q: 3 clusters Score -578437.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -578457.812500 Penalty: 4445.155762
	Iteration 77Q: 3 clusters Score -578457.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -578473.625000 Penalty: 4445.155762
	Iteration 78Q: 3 clusters Score -578473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -578485.812500 Penalty: 4445.155762
	Iteration 79Q: 3 clusters Score -578485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -578496.812500 Penalty: 4445.155762
	Iteration 80F: 3 clusters Score -578496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -578504.000000 Penalty: 4445.155762
	Iteration 81Q: 3 clusters Score -578504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -578506.250000 Penalty: 4445.155762
	Iteration 82Q: 3 clusters Score -578506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -578508.937500 Penalty: 4445.155762
	Iteration 83Q: 3 clusters Score -578508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -578511.375000 Penalty: 4445.155762
	Iteration 84Q: 3 clusters Score -578511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -578513.062500 Penalty: 4445.155762
	Iteration 85Q: 3 clusters Score -578513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -578518.000000 Penalty: 4445.155762
	Iteration 86Q: 3 clusters Score -578518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -578522.687500 Penalty: 4445.155762
	Iteration 87Q: 3 clusters Score -578522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -578523.187500 Penalty: 4445.155762
	Iteration 88Q: 3 clusters Score -578523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -578524.187500 Penalty: 4445.155762
	Iteration 89Q: 3 clusters Score -578524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -578525.312500 Penalty: 4445.155762
	Iteration 90Q: 3 clusters Score -578525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -578525.062500 Penalty: 4445.155762
	Iteration 91Q: 3 clusters Score -578525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -578525.062500 Penalty: 4445.155762
	Iteration 92F: 3 clusters Score -578525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 315799 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Entering Unmasked Estep 
Score: -150675824.000000 Penalty: 153473.531250
Splitting cluster 5 changes total score from -150663792.000000 to -150675824.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 6 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -90571.687500 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -90571.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -88365.281250 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -88365.28 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -89020.140625 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -89020.14 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -89433.531250 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -89433.53 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -89726.531250 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -89726.53 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -89958.164062 Penalty: 3613.271240
	Iteration 4F: 3 clusters Score -89958.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -90124.968750 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -90124.97 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90442.414062 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -90442.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -90686.914062 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -90686.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -90823.812500 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -90823.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90871.765625 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -90871.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -90900.187500 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -90900.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -90910.953125 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -90910.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -90919.734375 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -90919.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -90936.960938 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -90936.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -90942.507812 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -90942.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -90955.210938 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -90955.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -90960.031250 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -90960.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90960.679688 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -90960.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90960.679688 Penalty: 3613.271240
	Iteration 18F: 3 clusters Score -90960.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 315799 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Entering Unmasked Estep 
Score: -150674672.000000 Penalty: 157042.671875
Splitting cluster 6 changes total score from -150663792.000000 to -150674672.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 7 (315799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315799 members 
Entering Unmasked Estep 
Score: -25451034.000000 Penalty: 3140.389404
	Iteration 0F: 2 clusters Score -2.545103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157881 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -25238454.000000 Penalty: 6280.778809
	Iteration 0F: 3 clusters Score -2.523845e+07 nChanged 153137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 159783 members 
Entering Unmasked Estep 
Score: -25329958.000000 Penalty: 6280.778809
	Iteration 1F: 3 clusters Score -2.532996e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -25333146.000000 Penalty: 6280.778809
	Iteration 2Q: 3 clusters Score -2.533315e+07 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158937 members 
Mstep: Class 2 contains 156862 members 
Entering Unmasked Estep 
Score: -25338824.000000 Penalty: 6280.778809
	Iteration 3Q: 3 clusters Score -2.533882e+07 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162785 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -25349700.000000 Penalty: 6280.778809
	Iteration 4F: 3 clusters Score -2.53497e+07 nChanged 22982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 147972 members 
Entering Unmasked Estep 
Score: -25366636.000000 Penalty: 6280.778809
	Iteration 5F: 3 clusters Score -2.536664e+07 nChanged 25475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -25385584.000000 Penalty: 6280.778809
	Iteration 6F: 3 clusters Score -2.538558e+07 nChanged 23606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172850 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -25402396.000000 Penalty: 6280.778809
	Iteration 7F: 3 clusters Score -2.54024e+07 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 145996 members 
Entering Unmasked Estep 
Score: -25415494.000000 Penalty: 6280.778809
	Iteration 8F: 3 clusters Score -2.541549e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 151286 members 
Entering Unmasked Estep 
Score: -25427990.000000 Penalty: 6280.778809
	Iteration 9F: 3 clusters Score -2.542799e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158806 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -25439164.000000 Penalty: 6280.778809
	Iteration 10Q: 3 clusters Score -2.543916e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 161228 members 
Entering Unmasked Estep 
Score: -25446596.000000 Penalty: 6280.778809
	Iteration 11Q: 3 clusters Score -2.54466e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -25450874.000000 Penalty: 6280.778809
	Iteration 12Q: 3 clusters Score -2.545087e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -25453198.000000 Penalty: 6280.778809
	Iteration 13Q: 3 clusters Score -2.54532e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 164758 members 
Entering Unmasked Estep 
Score: -25454298.000000 Penalty: 6280.778809
	Iteration 14Q: 3 clusters Score -2.54543e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -25455030.000000 Penalty: 6280.778809
	Iteration 15Q: 3 clusters Score -2.545503e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -25455300.000000 Penalty: 6280.778809
	Iteration 16Q: 3 clusters Score -2.54553e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 162844 members 
Entering Unmasked Estep 
Score: -25455728.000000 Penalty: 6280.778809
	Iteration 17Q: 3 clusters Score -2.545573e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 161895 members 
Entering Unmasked Estep 
Score: -25456042.000000 Penalty: 6280.778809
	Iteration 18Q: 3 clusters Score -2.545604e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 160903 members 
Entering Unmasked Estep 
Score: -25456338.000000 Penalty: 6280.778809
	Iteration 19Q: 3 clusters Score -2.545634e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -25456484.000000 Penalty: 6280.778809
	Iteration 20F: 3 clusters Score -2.545648e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -25456712.000000 Penalty: 6280.778809
	Iteration 21Q: 3 clusters Score -2.545671e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158074 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -25456768.000000 Penalty: 6280.778809
	Iteration 22Q: 3 clusters Score -2.545677e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159099 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -25456908.000000 Penalty: 6280.778809
	Iteration 23Q: 3 clusters Score -2.545691e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160047 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -25457132.000000 Penalty: 6280.778809
	Iteration 24Q: 3 clusters Score -2.545713e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 154833 members 
Entering Unmasked Estep 
Score: -25457150.000000 Penalty: 6280.778809
	Iteration 25Q: 3 clusters Score -2.545715e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161885 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -25457288.000000 Penalty: 6280.778809
	Iteration 26Q: 3 clusters Score -2.545729e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -25457382.000000 Penalty: 6280.778809
	Iteration 27Q: 3 clusters Score -2.545738e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163551 members 
Mstep: Class 2 contains 152248 members 
Entering Unmasked Estep 
Score: -25457452.000000 Penalty: 6280.778809
	Iteration 28Q: 3 clusters Score -2.545745e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -25457590.000000 Penalty: 6280.778809
	Iteration 29Q: 3 clusters Score -2.545759e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -25457586.000000 Penalty: 6280.778809
	Iteration 30Q: 3 clusters Score -2.545759e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -25457550.000000 Penalty: 6280.778809
	Iteration 31Q: 3 clusters Score -2.545755e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 149398 members 
Entering Unmasked Estep 
Score: -25457666.000000 Penalty: 6280.778809
	Iteration 32Q: 3 clusters Score -2.545767e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -25457744.000000 Penalty: 6280.778809
	Iteration 33Q: 3 clusters Score -2.545774e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 148336 members 
Entering Unmasked Estep 
Score: -25457740.000000 Penalty: 6280.778809
	Iteration 34Q: 3 clusters Score -2.545774e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167923 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -25457808.000000 Penalty: 6280.778809
	Iteration 35Q: 3 clusters Score -2.545781e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -25457906.000000 Penalty: 6280.778809
	Iteration 36Q: 3 clusters Score -2.545791e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168706 members 
Mstep: Class 2 contains 147093 members 
Entering Unmasked Estep 
Score: -25457920.000000 Penalty: 6280.778809
	Iteration 37Q: 3 clusters Score -2.545792e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169066 members 
Mstep: Class 2 contains 146733 members 
Entering Unmasked Estep 
Score: -25457908.000000 Penalty: 6280.778809
	Iteration 38Q: 3 clusters Score -2.545791e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 146412 members 
Entering Unmasked Estep 
Score: -25457912.000000 Penalty: 6280.778809
	Iteration 39Q: 3 clusters Score -2.545791e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169658 members 
Mstep: Class 2 contains 146141 members 
Entering Unmasked Estep 
Score: -25457872.000000 Penalty: 6280.778809
	Iteration 40F: 3 clusters Score -2.545787e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169902 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -25457876.000000 Penalty: 6280.778809
	Iteration 41Q: 3 clusters Score -2.545788e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -25457840.000000 Penalty: 6280.778809
	Iteration 42Q: 3 clusters Score -2.545784e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -25457808.000000 Penalty: 6280.778809
	Iteration 43Q: 3 clusters Score -2.545781e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -25457824.000000 Penalty: 6280.778809
	Iteration 44Q: 3 clusters Score -2.545782e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170560 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -25457806.000000 Penalty: 6280.778809
	Iteration 45Q: 3 clusters Score -2.545781e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 145101 members 
Entering Unmasked Estep 
Score: -25457798.000000 Penalty: 6280.778809
	Iteration 46Q: 3 clusters Score -2.54578e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170809 members 
Mstep: Class 2 contains 144990 members 
Entering Unmasked Estep 
Score: -25457822.000000 Penalty: 6280.778809
	Iteration 47Q: 3 clusters Score -2.545782e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 144892 members 
Entering Unmasked Estep 
Score: -25457850.000000 Penalty: 6280.778809
	Iteration 48Q: 3 clusters Score -2.545785e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 144793 members 
Entering Unmasked Estep 
Score: -25457862.000000 Penalty: 6280.778809
	Iteration 49Q: 3 clusters Score -2.545786e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -25457894.000000 Penalty: 6280.778809
	Iteration 50Q: 3 clusters Score -2.545789e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -25457894.000000 Penalty: 6280.778809
	Iteration 51Q: 3 clusters Score -2.545789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 52Q: 3 clusters Score -2.54579e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171404 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -25457896.000000 Penalty: 6280.778809
	Iteration 53Q: 3 clusters Score -2.54579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171478 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -25457906.000000 Penalty: 6280.778809
	Iteration 54Q: 3 clusters Score -2.545791e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 55Q: 3 clusters Score -2.54579e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
Score: -25457892.000000 Penalty: 6280.778809
	Iteration 56Q: 3 clusters Score -2.545789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171685 members 
Mstep: Class 2 contains 144114 members 
Entering Unmasked Estep 
Score: -25457872.000000 Penalty: 6280.778809
	Iteration 57Q: 3 clusters Score -2.545787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -25457860.000000 Penalty: 6280.778809
	Iteration 58Q: 3 clusters Score -2.545786e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171810 members 
Mstep: Class 2 contains 143989 members 
Entering Unmasked Estep 
Score: -25457842.000000 Penalty: 6280.778809
	Iteration 59Q: 3 clusters Score -2.545784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171870 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -25457828.000000 Penalty: 6280.778809
	Iteration 60F: 3 clusters Score -2.545783e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171918 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -25457812.000000 Penalty: 6280.778809
	Iteration 61Q: 3 clusters Score -2.545781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171966 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -25457848.000000 Penalty: 6280.778809
	Iteration 62Q: 3 clusters Score -2.545785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 143790 members 
Entering Unmasked Estep 
Score: -25457858.000000 Penalty: 6280.778809
	Iteration 63Q: 3 clusters Score -2.545786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172051 members 
Mstep: Class 2 contains 143748 members 
Entering Unmasked Estep 
Score: -25457880.000000 Penalty: 6280.778809
	Iteration 64Q: 3 clusters Score -2.545788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -25457868.000000 Penalty: 6280.778809
	Iteration 65Q: 3 clusters Score -2.545787e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 143680 members 
Entering Unmasked Estep 
Score: -25457860.000000 Penalty: 6280.778809
	Iteration 66Q: 3 clusters Score -2.545786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172158 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -25457846.000000 Penalty: 6280.778809
	Iteration 67Q: 3 clusters Score -2.545785e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -25457864.000000 Penalty: 6280.778809
	Iteration 68Q: 3 clusters Score -2.545786e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -25457874.000000 Penalty: 6280.778809
	Iteration 69Q: 3 clusters Score -2.545787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -25457888.000000 Penalty: 6280.778809
	Iteration 70Q: 3 clusters Score -2.545789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172355 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 71Q: 3 clusters Score -2.54579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -25457864.000000 Penalty: 6280.778809
	Iteration 72Q: 3 clusters Score -2.545786e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172452 members 
Mstep: Class 2 contains 143347 members 
Entering Unmasked Estep 
Score: -25457894.000000 Penalty: 6280.778809
	Iteration 73Q: 3 clusters Score -2.545789e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172505 members 
Mstep: Class 2 contains 143294 members 
Entering Unmasked Estep 
Score: -25457884.000000 Penalty: 6280.778809
	Iteration 74Q: 3 clusters Score -2.545788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172546 members 
Mstep: Class 2 contains 143253 members 
Entering Unmasked Estep 
Score: -25457846.000000 Penalty: 6280.778809
	Iteration 75Q: 3 clusters Score -2.545785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172570 members 
Mstep: Class 2 contains 143229 members 
Entering Unmasked Estep 
Score: -25457872.000000 Penalty: 6280.778809
	Iteration 76Q: 3 clusters Score -2.545787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 143206 members 
Entering Unmasked Estep 
Score: -25457868.000000 Penalty: 6280.778809
	Iteration 77Q: 3 clusters Score -2.545787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -25457874.000000 Penalty: 6280.778809
	Iteration 78Q: 3 clusters Score -2.545787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172653 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -25457892.000000 Penalty: 6280.778809
	Iteration 79Q: 3 clusters Score -2.545789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 143120 members 
Entering Unmasked Estep 
Score: -25457906.000000 Penalty: 6280.778809
	Iteration 80F: 3 clusters Score -2.545791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 143098 members 
Entering Unmasked Estep 
Score: -25457894.000000 Penalty: 6280.778809
	Iteration 81Q: 3 clusters Score -2.545789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -25457904.000000 Penalty: 6280.778809
	Iteration 82Q: 3 clusters Score -2.54579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172741 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -25457908.000000 Penalty: 6280.778809
	Iteration 83Q: 3 clusters Score -2.545791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -25457924.000000 Penalty: 6280.778809
	Iteration 84Q: 3 clusters Score -2.545792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -25457930.000000 Penalty: 6280.778809
	Iteration 85Q: 3 clusters Score -2.545793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172836 members 
Mstep: Class 2 contains 142963 members 
Entering Unmasked Estep 
Score: -25457912.000000 Penalty: 6280.778809
	Iteration 86Q: 3 clusters Score -2.545791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172867 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -25457902.000000 Penalty: 6280.778809
	Iteration 87Q: 3 clusters Score -2.54579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172892 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 88Q: 3 clusters Score -2.54579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 142885 members 
Entering Unmasked Estep 
Score: -25457910.000000 Penalty: 6280.778809
	Iteration 89Q: 3 clusters Score -2.545791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -25457918.000000 Penalty: 6280.778809
	Iteration 90Q: 3 clusters Score -2.545792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172945 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -25457916.000000 Penalty: 6280.778809
	Iteration 91Q: 3 clusters Score -2.545792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172965 members 
Mstep: Class 2 contains 142834 members 
Entering Unmasked Estep 
Score: -25457920.000000 Penalty: 6280.778809
	Iteration 92Q: 3 clusters Score -2.545792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172995 members 
Mstep: Class 2 contains 142804 members 
Entering Unmasked Estep 
Score: -25457928.000000 Penalty: 6280.778809
	Iteration 93Q: 3 clusters Score -2.545793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173018 members 
Mstep: Class 2 contains 142781 members 
Entering Unmasked Estep 
Score: -25457936.000000 Penalty: 6280.778809
	Iteration 94Q: 3 clusters Score -2.545794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173050 members 
Mstep: Class 2 contains 142749 members 
Entering Unmasked Estep 
Score: -25457910.000000 Penalty: 6280.778809
	Iteration 95Q: 3 clusters Score -2.545791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173078 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -25457928.000000 Penalty: 6280.778809
	Iteration 96Q: 3 clusters Score -2.545793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173109 members 
Mstep: Class 2 contains 142690 members 
Entering Unmasked Estep 
Score: -25457934.000000 Penalty: 6280.778809
	Iteration 97Q: 3 clusters Score -2.545793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173139 members 
Mstep: Class 2 contains 142660 members 
Entering Unmasked Estep 
Score: -25457910.000000 Penalty: 6280.778809
	Iteration 98Q: 3 clusters Score -2.545791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -25457910.000000 Penalty: 6280.778809
	Iteration 99Q: 3 clusters Score -2.545791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173198 members 
Mstep: Class 2 contains 142601 members 
Entering Unmasked Estep 
Score: -25457900.000000 Penalty: 6280.778809
	Iteration 100F: 3 clusters Score -2.54579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173221 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -25457912.000000 Penalty: 6280.778809
	Iteration 101Q: 3 clusters Score -2.545791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173242 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -25457920.000000 Penalty: 6280.778809
	Iteration 102Q: 3 clusters Score -2.545792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173255 members 
Mstep: Class 2 contains 142544 members 
Entering Unmasked Estep 
Score: -25457904.000000 Penalty: 6280.778809
	Iteration 103Q: 3 clusters Score -2.54579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 142536 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 104Q: 3 clusters Score -2.54579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 105Q: 3 clusters Score -2.54579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173273 members 
Mstep: Class 2 contains 142526 members 
Entering Unmasked Estep 
Score: -25457922.000000 Penalty: 6280.778809
	Iteration 106Q: 3 clusters Score -2.545792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 142522 members 
Entering Unmasked Estep 
Score: -25457922.000000 Penalty: 6280.778809
	Iteration 107Q: 3 clusters Score -2.545792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173281 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -25457916.000000 Penalty: 6280.778809
	Iteration 108Q: 3 clusters Score -2.545792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 142512 members 
Entering Unmasked Estep 
Score: -25457918.000000 Penalty: 6280.778809
	Iteration 109Q: 3 clusters Score -2.545792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173297 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -25457902.000000 Penalty: 6280.778809
	Iteration 110Q: 3 clusters Score -2.54579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 142496 members 
Entering Unmasked Estep 
Score: -25457910.000000 Penalty: 6280.778809
	Iteration 111Q: 3 clusters Score -2.545791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173304 members 
Mstep: Class 2 contains 142495 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 112Q: 3 clusters Score -2.54579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173305 members 
Mstep: Class 2 contains 142494 members 
Entering Unmasked Estep 
Score: -25457914.000000 Penalty: 6280.778809
	Iteration 113Q: 3 clusters Score -2.545791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -25457900.000000 Penalty: 6280.778809
	Iteration 114Q: 3 clusters Score -2.54579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 142490 members 
Entering Unmasked Estep 
Score: -25457898.000000 Penalty: 6280.778809
	Iteration 115Q: 3 clusters Score -2.54579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 142485 members 
Entering Unmasked Estep 
Score: -25457914.000000 Penalty: 6280.778809
	Iteration 116Q: 3 clusters Score -2.545791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -25457906.000000 Penalty: 6280.778809
	Iteration 117Q: 3 clusters Score -2.545791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173323 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -25457924.000000 Penalty: 6280.778809
	Iteration 118Q: 3 clusters Score -2.545792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173324 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -25457924.000000 Penalty: 6280.778809
	Iteration 119Q: 3 clusters Score -2.545792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -25457926.000000 Penalty: 6280.778809
	Iteration 120F: 3 clusters Score -2.545793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -25457918.000000 Penalty: 6280.778809
	Iteration 121Q: 3 clusters Score -2.545792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -25457920.000000 Penalty: 6280.778809
	Iteration 122Q: 3 clusters Score -2.545792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 142455 members 
Entering Unmasked Estep 
Score: -25457918.000000 Penalty: 6280.778809
	Iteration 123Q: 3 clusters Score -2.545792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173345 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -25457920.000000 Penalty: 6280.778809
	Iteration 124Q: 3 clusters Score -2.545792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173345 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -25457920.000000 Penalty: 6280.778809
	Iteration 125F: 3 clusters Score -2.545792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Entering Unmasked Estep 
Score: -150682992.000000 Penalty: 160611.828125
Splitting cluster 7 changes total score from -150663792.000000 to -150682992.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 8 (17947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Entering Unmasked Estep 
Score: -1637933.750000 Penalty: 2429.204346
	Iteration 0F: 2 clusters Score -1637934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1625237.750000 Penalty: 4858.408691
	Iteration 0F: 3 clusters Score -1625238 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1629643.125000 Penalty: 4858.408691
	Iteration 1F: 3 clusters Score -1629643 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1630412.000000 Penalty: 4858.408691
	Iteration 2F: 3 clusters Score -1630412 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1631520.625000 Penalty: 4858.408691
	Iteration 3F: 3 clusters Score -1631521 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1633027.750000 Penalty: 4858.408691
	Iteration 4F: 3 clusters Score -1633028 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1634487.750000 Penalty: 4858.408691
	Iteration 5F: 3 clusters Score -1634488 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1635501.125000 Penalty: 4858.408691
	Iteration 6F: 3 clusters Score -1635501 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1636069.000000 Penalty: 4858.408691
	Iteration 7F: 3 clusters Score -1636069 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1636337.625000 Penalty: 4858.408691
	Iteration 8Q: 3 clusters Score -1636338 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1636484.500000 Penalty: 4858.408691
	Iteration 9Q: 3 clusters Score -1636484 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1636564.250000 Penalty: 4858.408691
	Iteration 10Q: 3 clusters Score -1636564 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1636617.500000 Penalty: 4858.408691
	Iteration 11Q: 3 clusters Score -1636618 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1636652.250000 Penalty: 4858.408691
	Iteration 12Q: 3 clusters Score -1636652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1636680.500000 Penalty: 4858.408691
	Iteration 13Q: 3 clusters Score -1636680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1636701.250000 Penalty: 4858.408691
	Iteration 14Q: 3 clusters Score -1636701 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1636722.625000 Penalty: 4858.408691
	Iteration 15Q: 3 clusters Score -1636723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1636748.000000 Penalty: 4858.408691
	Iteration 16Q: 3 clusters Score -1636748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1636758.625000 Penalty: 4858.408691
	Iteration 17Q: 3 clusters Score -1636759 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1636780.125000 Penalty: 4858.408691
	Iteration 18Q: 3 clusters Score -1636780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1636794.625000 Penalty: 4858.408691
	Iteration 19Q: 3 clusters Score -1636795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1636796.875000 Penalty: 4858.408691
	Iteration 20F: 3 clusters Score -1636797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1636810.000000 Penalty: 4858.408691
	Iteration 21Q: 3 clusters Score -1636810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1636818.625000 Penalty: 4858.408691
	Iteration 22Q: 3 clusters Score -1636819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1636826.125000 Penalty: 4858.408691
	Iteration 23Q: 3 clusters Score -1636826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1636837.875000 Penalty: 4858.408691
	Iteration 24Q: 3 clusters Score -1636838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1636841.875000 Penalty: 4858.408691
	Iteration 25Q: 3 clusters Score -1636842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1636838.625000 Penalty: 4858.408691
	Iteration 26Q: 3 clusters Score -1636839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1636846.125000 Penalty: 4858.408691
	Iteration 27Q: 3 clusters Score -1636846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1636853.875000 Penalty: 4858.408691
	Iteration 28Q: 3 clusters Score -1636854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1636862.375000 Penalty: 4858.408691
	Iteration 29Q: 3 clusters Score -1636862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1636867.000000 Penalty: 4858.408691
	Iteration 30Q: 3 clusters Score -1636867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1636869.750000 Penalty: 4858.408691
	Iteration 31Q: 3 clusters Score -1636870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1636868.750000 Penalty: 4858.408691
	Iteration 32Q: 3 clusters Score -1636869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1636873.750000 Penalty: 4858.408691
	Iteration 33Q: 3 clusters Score -1636874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1636874.000000 Penalty: 4858.408691
	Iteration 34Q: 3 clusters Score -1636874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1636877.000000 Penalty: 4858.408691
	Iteration 35Q: 3 clusters Score -1636877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1636879.875000 Penalty: 4858.408691
	Iteration 36Q: 3 clusters Score -1636880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1636880.875000 Penalty: 4858.408691
	Iteration 37Q: 3 clusters Score -1636881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1636882.625000 Penalty: 4858.408691
	Iteration 38Q: 3 clusters Score -1636883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1636889.875000 Penalty: 4858.408691
	Iteration 39Q: 3 clusters Score -1636890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1636892.000000 Penalty: 4858.408691
	Iteration 40F: 3 clusters Score -1636892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1636890.625000 Penalty: 4858.408691
	Iteration 41Q: 3 clusters Score -1636891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1636897.875000 Penalty: 4858.408691
	Iteration 42Q: 3 clusters Score -1636898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1636899.250000 Penalty: 4858.408691
	Iteration 43Q: 3 clusters Score -1636899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1636895.500000 Penalty: 4858.408691
	Iteration 44Q: 3 clusters Score -1636896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1636893.875000 Penalty: 4858.408691
	Iteration 45Q: 3 clusters Score -1636894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1636894.500000 Penalty: 4858.408691
	Iteration 46Q: 3 clusters Score -1636894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1636897.875000 Penalty: 4858.408691
	Iteration 47Q: 3 clusters Score -1636898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1636896.625000 Penalty: 4858.408691
	Iteration 48Q: 3 clusters Score -1636897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1636896.750000 Penalty: 4858.408691
	Iteration 49Q: 3 clusters Score -1636897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1636897.750000 Penalty: 4858.408691
	Iteration 50Q: 3 clusters Score -1636898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1636899.250000 Penalty: 4858.408691
	Iteration 51Q: 3 clusters Score -1636899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1636898.000000 Penalty: 4858.408691
	Iteration 52Q: 3 clusters Score -1636898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1636896.000000 Penalty: 4858.408691
	Iteration 53Q: 3 clusters Score -1636896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1636899.125000 Penalty: 4858.408691
	Iteration 54Q: 3 clusters Score -1636899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1636901.250000 Penalty: 4858.408691
	Iteration 55Q: 3 clusters Score -1636901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1636904.125000 Penalty: 4858.408691
	Iteration 56Q: 3 clusters Score -1636904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1636905.625000 Penalty: 4858.408691
	Iteration 57Q: 3 clusters Score -1636906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1636905.125000 Penalty: 4858.408691
	Iteration 58Q: 3 clusters Score -1636905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1636910.000000 Penalty: 4858.408691
	Iteration 59Q: 3 clusters Score -1636910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1636912.500000 Penalty: 4858.408691
	Iteration 60F: 3 clusters Score -1636912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1636916.625000 Penalty: 4858.408691
	Iteration 61Q: 3 clusters Score -1636917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1636917.125000 Penalty: 4858.408691
	Iteration 62Q: 3 clusters Score -1636917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1636920.375000 Penalty: 4858.408691
	Iteration 63Q: 3 clusters Score -1636920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1636924.875000 Penalty: 4858.408691
	Iteration 64Q: 3 clusters Score -1636925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1636926.875000 Penalty: 4858.408691
	Iteration 65Q: 3 clusters Score -1636927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1636924.500000 Penalty: 4858.408691
	Iteration 66Q: 3 clusters Score -1636924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1636925.750000 Penalty: 4858.408691
	Iteration 67Q: 3 clusters Score -1636926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1636926.125000 Penalty: 4858.408691
	Iteration 68Q: 3 clusters Score -1636926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1636934.500000 Penalty: 4858.408691
	Iteration 69Q: 3 clusters Score -1636934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1636934.750000 Penalty: 4858.408691
	Iteration 70Q: 3 clusters Score -1636935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1636931.625000 Penalty: 4858.408691
	Iteration 71Q: 3 clusters Score -1636932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1636934.125000 Penalty: 4858.408691
	Iteration 72Q: 3 clusters Score -1636934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1636941.750000 Penalty: 4858.408691
	Iteration 73Q: 3 clusters Score -1636942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1636941.125000 Penalty: 4858.408691
	Iteration 74Q: 3 clusters Score -1636941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1636941.250000 Penalty: 4858.408691
	Iteration 75Q: 3 clusters Score -1636941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1636939.750000 Penalty: 4858.408691
	Iteration 76Q: 3 clusters Score -1636940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1636942.500000 Penalty: 4858.408691
	Iteration 77Q: 3 clusters Score -1636942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1636944.875000 Penalty: 4858.408691
	Iteration 78Q: 3 clusters Score -1636945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1636942.250000 Penalty: 4858.408691
	Iteration 79Q: 3 clusters Score -1636942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1636942.000000 Penalty: 4858.408691
	Iteration 80F: 3 clusters Score -1636942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1636944.750000 Penalty: 4858.408691
	Iteration 81Q: 3 clusters Score -1636945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1636943.250000 Penalty: 4858.408691
	Iteration 82Q: 3 clusters Score -1636943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1636945.625000 Penalty: 4858.408691
	Iteration 83Q: 3 clusters Score -1636946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1636944.875000 Penalty: 4858.408691
	Iteration 84Q: 3 clusters Score -1636945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1636943.500000 Penalty: 4858.408691
	Iteration 85Q: 3 clusters Score -1636944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1636940.250000 Penalty: 4858.408691
	Iteration 86Q: 3 clusters Score -1636940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1636941.625000 Penalty: 4858.408691
	Iteration 87Q: 3 clusters Score -1636942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1636940.250000 Penalty: 4858.408691
	Iteration 88Q: 3 clusters Score -1636940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1636947.375000 Penalty: 4858.408691
	Iteration 89Q: 3 clusters Score -1636947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1636950.250000 Penalty: 4858.408691
	Iteration 90Q: 3 clusters Score -1636950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1636947.625000 Penalty: 4858.408691
	Iteration 91Q: 3 clusters Score -1636948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1636951.375000 Penalty: 4858.408691
	Iteration 92Q: 3 clusters Score -1636951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1636952.875000 Penalty: 4858.408691
	Iteration 93Q: 3 clusters Score -1636953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1636955.625000 Penalty: 4858.408691
	Iteration 94Q: 3 clusters Score -1636956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1636953.375000 Penalty: 4858.408691
	Iteration 95Q: 3 clusters Score -1636953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1636961.750000 Penalty: 4858.408691
	Iteration 96Q: 3 clusters Score -1636962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1636962.375000 Penalty: 4858.408691
	Iteration 97Q: 3 clusters Score -1636962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1636962.125000 Penalty: 4858.408691
	Iteration 98Q: 3 clusters Score -1636962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1636959.625000 Penalty: 4858.408691
	Iteration 99Q: 3 clusters Score -1636960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1636962.500000 Penalty: 4858.408691
	Iteration 100F: 3 clusters Score -1636962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1636960.375000 Penalty: 4858.408691
	Iteration 101Q: 3 clusters Score -1636960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1636964.125000 Penalty: 4858.408691
	Iteration 102Q: 3 clusters Score -1636964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1636968.750000 Penalty: 4858.408691
	Iteration 103Q: 3 clusters Score -1636969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1636967.375000 Penalty: 4858.408691
	Iteration 104Q: 3 clusters Score -1636967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1636968.875000 Penalty: 4858.408691
	Iteration 105Q: 3 clusters Score -1636969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1636966.500000 Penalty: 4858.408691
	Iteration 106Q: 3 clusters Score -1636966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1636966.500000 Penalty: 4858.408691
	Iteration 107F: 3 clusters Score -1636966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -259591.484375 Penalty: 2072.949219
	Iteration 0F: 2 clusters Score -259591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -255779.265625 Penalty: 4145.898438
	Iteration 0F: 3 clusters Score -255779.3 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -257228.359375 Penalty: 4145.898438
	Iteration 1F: 3 clusters Score -257228.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -257964.562500 Penalty: 4145.898438
	Iteration 2F: 3 clusters Score -257964.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -258410.500000 Penalty: 4145.898438
	Iteration 3F: 3 clusters Score -258410.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -258683.468750 Penalty: 4145.898438
	Iteration 4F: 3 clusters Score -258683.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -258892.218750 Penalty: 4145.898438
	Iteration 5Q: 3 clusters Score -258892.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -259052.125000 Penalty: 4145.898438
	Iteration 6Q: 3 clusters Score -259052.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -259181.156250 Penalty: 4145.898438
	Iteration 7Q: 3 clusters Score -259181.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -259290.984375 Penalty: 4145.898438
	Iteration 8Q: 3 clusters Score -259291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -259376.468750 Penalty: 4145.898438
	Iteration 9Q: 3 clusters Score -259376.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -259457.468750 Penalty: 4145.898438
	Iteration 10Q: 3 clusters Score -259457.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -259511.671875 Penalty: 4145.898438
	Iteration 11Q: 3 clusters Score -259511.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -259549.359375 Penalty: 4145.898438
	Iteration 12Q: 3 clusters Score -259549.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -259577.500000 Penalty: 4145.898438
	Iteration 13Q: 3 clusters Score -259577.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -259597.203125 Penalty: 4145.898438
	Iteration 14Q: 3 clusters Score -259597.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -259608.296875 Penalty: 4145.898438
	Iteration 15Q: 3 clusters Score -259608.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -259615.687500 Penalty: 4145.898438
	Iteration 16Q: 3 clusters Score -259615.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -259621.000000 Penalty: 4145.898438
	Iteration 17Q: 3 clusters Score -259621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -259624.234375 Penalty: 4145.898438
	Iteration 18Q: 3 clusters Score -259624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -259627.000000 Penalty: 4145.898438
	Iteration 19Q: 3 clusters Score -259627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -259628.015625 Penalty: 4145.898438
	Iteration 20F: 3 clusters Score -259628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -259629.171875 Penalty: 4145.898438
	Iteration 21Q: 3 clusters Score -259629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -259629.875000 Penalty: 4145.898438
	Iteration 22Q: 3 clusters Score -259629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -259630.203125 Penalty: 4145.898438
	Iteration 23Q: 3 clusters Score -259630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -259629.828125 Penalty: 4145.898438
	Iteration 24Q: 3 clusters Score -259629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -259629.828125 Penalty: 4145.898438
	Iteration 25F: 3 clusters Score -259629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 25277 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Entering Unmasked Estep 
Score: -150681504.000000 Penalty: 164180.984375
Splitting cluster 9 changes total score from -150663792.000000 to -150681504.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 10 (25277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Entering Unmasked Estep 
Score: -1865574.500000 Penalty: 2514.137207
	Iteration 0F: 2 clusters Score -1865574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1848146.375000 Penalty: 5028.274414
	Iteration 0F: 3 clusters Score -1848146 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1854682.250000 Penalty: 5028.274414
	Iteration 1F: 3 clusters Score -1854682 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1855498.750000 Penalty: 5028.274414
	Iteration 2F: 3 clusters Score -1855499 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1856334.125000 Penalty: 5028.274414
	Iteration 3F: 3 clusters Score -1856334 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1857204.125000 Penalty: 5028.274414
	Iteration 4F: 3 clusters Score -1857204 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1858036.875000 Penalty: 5028.274414
	Iteration 5F: 3 clusters Score -1858037 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1858837.125000 Penalty: 5028.274414
	Iteration 6F: 3 clusters Score -1858837 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1859684.000000 Penalty: 5028.274414
	Iteration 7F: 3 clusters Score -1859684 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1860550.750000 Penalty: 5028.274414
	Iteration 8Q: 3 clusters Score -1860551 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1861288.875000 Penalty: 5028.274414
	Iteration 9F: 3 clusters Score -1861289 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1861860.250000 Penalty: 5028.274414
	Iteration 10Q: 3 clusters Score -1861860 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1862379.375000 Penalty: 5028.274414
	Iteration 11Q: 3 clusters Score -1862379 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1862878.500000 Penalty: 5028.274414
	Iteration 12Q: 3 clusters Score -1862878 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1863334.625000 Penalty: 5028.274414
	Iteration 13Q: 3 clusters Score -1863335 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1863821.375000 Penalty: 5028.274414
	Iteration 14Q: 3 clusters Score -1863821 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1864362.875000 Penalty: 5028.274414
	Iteration 15Q: 3 clusters Score -1864363 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1864917.500000 Penalty: 5028.274414
	Iteration 16Q: 3 clusters Score -1864918 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1865313.500000 Penalty: 5028.274414
	Iteration 17Q: 3 clusters Score -1865314 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -1865554.375000 Penalty: 5028.274414
	Iteration 18Q: 3 clusters Score -1865554 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -1865729.375000 Penalty: 5028.274414
	Iteration 19Q: 3 clusters Score -1865729 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1865838.625000 Penalty: 5028.274414
	Iteration 20F: 3 clusters Score -1865839 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1865924.625000 Penalty: 5028.274414
	Iteration 21Q: 3 clusters Score -1865925 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1866002.125000 Penalty: 5028.274414
	Iteration 22Q: 3 clusters Score -1866002 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -1866066.000000 Penalty: 5028.274414
	Iteration 23Q: 3 clusters Score -1866066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1866107.250000 Penalty: 5028.274414
	Iteration 24Q: 3 clusters Score -1866107 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -1866140.125000 Penalty: 5028.274414
	Iteration 25Q: 3 clusters Score -1866140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -1866166.125000 Penalty: 5028.274414
	Iteration 26Q: 3 clusters Score -1866166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -1866186.125000 Penalty: 5028.274414
	Iteration 27Q: 3 clusters Score -1866186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -1866203.500000 Penalty: 5028.274414
	Iteration 28Q: 3 clusters Score -1866204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -1866225.250000 Penalty: 5028.274414
	Iteration 29Q: 3 clusters Score -1866225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -1866238.250000 Penalty: 5028.274414
	Iteration 30Q: 3 clusters Score -1866238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -1866252.375000 Penalty: 5028.274414
	Iteration 31Q: 3 clusters Score -1866252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1866266.125000 Penalty: 5028.274414
	Iteration 32Q: 3 clusters Score -1866266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1866274.250000 Penalty: 5028.274414
	Iteration 33Q: 3 clusters Score -1866274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -1866277.125000 Penalty: 5028.274414
	Iteration 34Q: 3 clusters Score -1866277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1866291.000000 Penalty: 5028.274414
	Iteration 35Q: 3 clusters Score -1866291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1866304.625000 Penalty: 5028.274414
	Iteration 36Q: 3 clusters Score -1866305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1866311.375000 Penalty: 5028.274414
	Iteration 37Q: 3 clusters Score -1866311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -1866315.375000 Penalty: 5028.274414
	Iteration 38Q: 3 clusters Score -1866315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1866323.125000 Penalty: 5028.274414
	Iteration 39Q: 3 clusters Score -1866323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -1866321.750000 Penalty: 5028.274414
	Iteration 40F: 3 clusters Score -1866322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -1866324.625000 Penalty: 5028.274414
	Iteration 41Q: 3 clusters Score -1866325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1866322.250000 Penalty: 5028.274414
	Iteration 42Q: 3 clusters Score -1866322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -1866321.375000 Penalty: 5028.274414
	Iteration 43Q: 3 clusters Score -1866321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -1866322.625000 Penalty: 5028.274414
	Iteration 44Q: 3 clusters Score -1866323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -1866323.500000 Penalty: 5028.274414
	Iteration 45Q: 3 clusters Score -1866324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -1866322.625000 Penalty: 5028.274414
	Iteration 46Q: 3 clusters Score -1866323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -1866325.125000 Penalty: 5028.274414
	Iteration 47Q: 3 clusters Score -1866325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -1866323.250000 Penalty: 5028.274414
	Iteration 48Q: 3 clusters Score -1866323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -1866324.000000 Penalty: 5028.274414
	Iteration 49Q: 3 clusters Score -1866324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1866323.500000 Penalty: 5028.274414
	Iteration 50Q: 3 clusters Score -1866324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1866323.500000 Penalty: 5028.274414
	Iteration 51F: 3 clusters Score -1866324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Entering Unmasked Estep 
Score: -150681696.000000 Penalty: 167750.125000
Splitting cluster 10 changes total score from -150663792.000000 to -150681696.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (10430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Entering Unmasked Estep 
Score: -952061.312500 Penalty: 2294.605469
	Iteration 0F: 2 clusters Score -952061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -944117.937500 Penalty: 4589.210938
	Iteration 0F: 3 clusters Score -944117.9 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -946842.875000 Penalty: 4589.210938
	Iteration 1F: 3 clusters Score -946842.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -947492.187500 Penalty: 4589.210938
	Iteration 2F: 3 clusters Score -947492.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -948184.250000 Penalty: 4589.210938
	Iteration 3F: 3 clusters Score -948184.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -948968.250000 Penalty: 4589.210938
	Iteration 4F: 3 clusters Score -948968.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -949760.312500 Penalty: 4589.210938
	Iteration 5F: 3 clusters Score -949760.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -950341.187500 Penalty: 4589.210938
	Iteration 6F: 3 clusters Score -950341.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -950765.125000 Penalty: 4589.210938
	Iteration 7F: 3 clusters Score -950765.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -951085.437500 Penalty: 4589.210938
	Iteration 8Q: 3 clusters Score -951085.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -951414.625000 Penalty: 4589.210938
	Iteration 9Q: 3 clusters Score -951414.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -951751.187500 Penalty: 4589.210938
	Iteration 10Q: 3 clusters Score -951751.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -952162.000000 Penalty: 4589.210938
	Iteration 11Q: 3 clusters Score -952162 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -952683.375000 Penalty: 4589.210938
	Iteration 12Q: 3 clusters Score -952683.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -953367.125000 Penalty: 4589.210938
	Iteration 13Q: 3 clusters Score -953367.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -953898.937500 Penalty: 4589.210938
	Iteration 14Q: 3 clusters Score -953898.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -954065.562500 Penalty: 4589.210938
	Iteration 15Q: 3 clusters Score -954065.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -954111.312500 Penalty: 4589.210938
	Iteration 16Q: 3 clusters Score -954111.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -954126.562500 Penalty: 4589.210938
	Iteration 17Q: 3 clusters Score -954126.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -954132.250000 Penalty: 4589.210938
	Iteration 18Q: 3 clusters Score -954132.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -954145.625000 Penalty: 4589.210938
	Iteration 19Q: 3 clusters Score -954145.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -954151.625000 Penalty: 4589.210938
	Iteration 20F: 3 clusters Score -954151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -954152.437500 Penalty: 4589.210938
	Iteration 21Q: 3 clusters Score -954152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -954154.062500 Penalty: 4589.210938
	Iteration 22Q: 3 clusters Score -954154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -954155.187500 Penalty: 4589.210938
	Iteration 23Q: 3 clusters Score -954155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -954155.187500 Penalty: 4589.210938
	Iteration 24F: 3 clusters Score -954155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 121478 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Entering Unmasked Estep 
Score: -150682240.000000 Penalty: 171319.281250
Splitting cluster 11 changes total score from -150663792.000000 to -150682240.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 12 (121478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Entering Unmasked Estep 
Score: -9684308.000000 Penalty: 2903.457031
	Iteration 0F: 2 clusters Score -9684308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
Score: -9602984.000000 Penalty: 5806.914062
	Iteration 0F: 3 clusters Score -9602984 nChanged 57885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -9637853.000000 Penalty: 5806.914062
	Iteration 1F: 3 clusters Score -9637853 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -9641287.000000 Penalty: 5806.914062
	Iteration 2F: 3 clusters Score -9641287 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -9646586.000000 Penalty: 5806.914062
	Iteration 3F: 3 clusters Score -9646586 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -9652573.000000 Penalty: 5806.914062
	Iteration 4F: 3 clusters Score -9652573 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -9658312.000000 Penalty: 5806.914062
	Iteration 5F: 3 clusters Score -9658312 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -9662631.000000 Penalty: 5806.914062
	Iteration 6F: 3 clusters Score -9662631 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -9665587.000000 Penalty: 5806.914062
	Iteration 7F: 3 clusters Score -9665587 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -9667788.000000 Penalty: 5806.914062
	Iteration 8Q: 3 clusters Score -9667788 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -9669648.000000 Penalty: 5806.914062
	Iteration 9Q: 3 clusters Score -9669648 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -9671498.000000 Penalty: 5806.914062
	Iteration 10Q: 3 clusters Score -9671498 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -9673144.000000 Penalty: 5806.914062
	Iteration 11Q: 3 clusters Score -9673144 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -9674463.000000 Penalty: 5806.914062
	Iteration 12Q: 3 clusters Score -9674463 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -9675750.000000 Penalty: 5806.914062
	Iteration 13Q: 3 clusters Score -9675750 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -9676911.000000 Penalty: 5806.914062
	Iteration 14Q: 3 clusters Score -9676911 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -9678194.000000 Penalty: 5806.914062
	Iteration 15Q: 3 clusters Score -9678194 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111760 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -9679230.000000 Penalty: 5806.914062
	Iteration 16Q: 3 clusters Score -9679230 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -9680059.000000 Penalty: 5806.914062
	Iteration 17Q: 3 clusters Score -9680059 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114851 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -9680829.000000 Penalty: 5806.914062
	Iteration 18Q: 3 clusters Score -9680829 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9681513.000000 Penalty: 5806.914062
	Iteration 19Q: 3 clusters Score -9681513 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -9682303.000000 Penalty: 5806.914062
	Iteration 20F: 3 clusters Score -9682303 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117363 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9683238.000000 Penalty: 5806.914062
	Iteration 21Q: 3 clusters Score -9683238 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117681 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -9684414.000000 Penalty: 5806.914062
	Iteration 22Q: 3 clusters Score -9684414 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117674 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9685208.000000 Penalty: 5806.914062
	Iteration 23Q: 3 clusters Score -9685208 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -9685511.000000 Penalty: 5806.914062
	Iteration 24Q: 3 clusters Score -9685511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -9685632.000000 Penalty: 5806.914062
	Iteration 25Q: 3 clusters Score -9685632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9685673.000000 Penalty: 5806.914062
	Iteration 26Q: 3 clusters Score -9685673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -9685681.000000 Penalty: 5806.914062
	Iteration 27Q: 3 clusters Score -9685681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9685686.000000 Penalty: 5806.914062
	Iteration 28Q: 3 clusters Score -9685686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -9685685.000000 Penalty: 5806.914062
	Iteration 29Q: 3 clusters Score -9685685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -9685698.000000 Penalty: 5806.914062
	Iteration 30Q: 3 clusters Score -9685698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -9685695.000000 Penalty: 5806.914062
	Iteration 31Q: 3 clusters Score -9685695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117570 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -9685702.000000 Penalty: 5806.914062
	Iteration 32Q: 3 clusters Score -9685702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -9685702.000000 Penalty: 5806.914062
	Iteration 33Q: 3 clusters Score -9685702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117562 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -9685705.000000 Penalty: 5806.914062
	Iteration 34Q: 3 clusters Score -9685705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9685706.000000 Penalty: 5806.914062
	Iteration 35Q: 3 clusters Score -9685706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9685705.000000 Penalty: 5806.914062
	Iteration 36Q: 3 clusters Score -9685705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117561 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9685705.000000 Penalty: 5806.914062
	Iteration 37F: 3 clusters Score -9685705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Entering Unmasked Estep 
Score: -150682640.000000 Penalty: 174888.437500
Splitting cluster 12 changes total score from -150663792.000000 to -150682640.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 13 (24473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Entering Unmasked Estep 
Score: -2362449.250000 Penalty: 2506.120850
	Iteration 0F: 2 clusters Score -2362449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2345524.500000 Penalty: 5012.241699
	Iteration 0F: 3 clusters Score -2345524 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2351734.750000 Penalty: 5012.241699
	Iteration 1F: 3 clusters Score -2351735 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2352974.000000 Penalty: 5012.241699
	Iteration 2F: 3 clusters Score -2352974 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2354588.250000 Penalty: 5012.241699
	Iteration 3F: 3 clusters Score -2354588 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2356419.000000 Penalty: 5012.241699
	Iteration 4F: 3 clusters Score -2356419 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2358227.750000 Penalty: 5012.241699
	Iteration 5F: 3 clusters Score -2358228 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2359692.000000 Penalty: 5012.241699
	Iteration 6F: 3 clusters Score -2359692 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2360613.750000 Penalty: 5012.241699
	Iteration 7F: 3 clusters Score -2360614 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2361170.750000 Penalty: 5012.241699
	Iteration 8Q: 3 clusters Score -2361171 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2361498.500000 Penalty: 5012.241699
	Iteration 9Q: 3 clusters Score -2361498 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2361698.000000 Penalty: 5012.241699
	Iteration 10Q: 3 clusters Score -2361698 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2361834.250000 Penalty: 5012.241699
	Iteration 11Q: 3 clusters Score -2361834 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2361939.000000 Penalty: 5012.241699
	Iteration 12Q: 3 clusters Score -2361939 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2362019.500000 Penalty: 5012.241699
	Iteration 13Q: 3 clusters Score -2362020 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2362123.000000 Penalty: 5012.241699
	Iteration 14Q: 3 clusters Score -2362123 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2362200.500000 Penalty: 5012.241699
	Iteration 15Q: 3 clusters Score -2362200 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2362294.250000 Penalty: 5012.241699
	Iteration 16Q: 3 clusters Score -2362294 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2362391.000000 Penalty: 5012.241699
	Iteration 17Q: 3 clusters Score -2362391 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2362467.000000 Penalty: 5012.241699
	Iteration 18Q: 3 clusters Score -2362467 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2362566.750000 Penalty: 5012.241699
	Iteration 19Q: 3 clusters Score -2362567 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2362662.250000 Penalty: 5012.241699
	Iteration 20F: 3 clusters Score -2362662 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2362747.250000 Penalty: 5012.241699
	Iteration 21Q: 3 clusters Score -2362747 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2362839.750000 Penalty: 5012.241699
	Iteration 22Q: 3 clusters Score -2362840 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2362932.500000 Penalty: 5012.241699
	Iteration 23Q: 3 clusters Score -2362932 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2363021.250000 Penalty: 5012.241699
	Iteration 24Q: 3 clusters Score -2363021 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2363090.500000 Penalty: 5012.241699
	Iteration 25Q: 3 clusters Score -2363090 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2363185.750000 Penalty: 5012.241699
	Iteration 26Q: 3 clusters Score -2363186 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2363306.000000 Penalty: 5012.241699
	Iteration 27Q: 3 clusters Score -2363306 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2363408.250000 Penalty: 5012.241699
	Iteration 28Q: 3 clusters Score -2363408 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2363517.250000 Penalty: 5012.241699
	Iteration 29Q: 3 clusters Score -2363517 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2363612.750000 Penalty: 5012.241699
	Iteration 30Q: 3 clusters Score -2363613 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2363712.250000 Penalty: 5012.241699
	Iteration 31Q: 3 clusters Score -2363712 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2363804.250000 Penalty: 5012.241699
	Iteration 32Q: 3 clusters Score -2363804 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2363887.750000 Penalty: 5012.241699
	Iteration 33Q: 3 clusters Score -2363888 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2363972.250000 Penalty: 5012.241699
	Iteration 34Q: 3 clusters Score -2363972 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2364047.250000 Penalty: 5012.241699
	Iteration 35Q: 3 clusters Score -2364047 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2364106.000000 Penalty: 5012.241699
	Iteration 36Q: 3 clusters Score -2364106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2364134.250000 Penalty: 5012.241699
	Iteration 37Q: 3 clusters Score -2364134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2364147.750000 Penalty: 5012.241699
	Iteration 38Q: 3 clusters Score -2364148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2364168.750000 Penalty: 5012.241699
	Iteration 39Q: 3 clusters Score -2364169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2364180.000000 Penalty: 5012.241699
	Iteration 40F: 3 clusters Score -2364180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2364185.250000 Penalty: 5012.241699
	Iteration 41Q: 3 clusters Score -2364185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2364199.250000 Penalty: 5012.241699
	Iteration 42Q: 3 clusters Score -2364199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2364197.500000 Penalty: 5012.241699
	Iteration 43Q: 3 clusters Score -2364198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2364210.750000 Penalty: 5012.241699
	Iteration 44Q: 3 clusters Score -2364211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2364215.500000 Penalty: 5012.241699
	Iteration 45Q: 3 clusters Score -2364216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2364226.750000 Penalty: 5012.241699
	Iteration 46Q: 3 clusters Score -2364227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2364233.250000 Penalty: 5012.241699
	Iteration 47Q: 3 clusters Score -2364233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2364232.500000 Penalty: 5012.241699
	Iteration 48Q: 3 clusters Score -2364232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2364240.000000 Penalty: 5012.241699
	Iteration 49Q: 3 clusters Score -2364240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2364238.000000 Penalty: 5012.241699
	Iteration 50Q: 3 clusters Score -2364238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2364242.750000 Penalty: 5012.241699
	Iteration 51Q: 3 clusters Score -2364243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2364242.500000 Penalty: 5012.241699
	Iteration 52Q: 3 clusters Score -2364242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2364246.750000 Penalty: 5012.241699
	Iteration 53Q: 3 clusters Score -2364247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2364246.000000 Penalty: 5012.241699
	Iteration 54Q: 3 clusters Score -2364246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2364245.500000 Penalty: 5012.241699
	Iteration 55Q: 3 clusters Score -2364246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2364246.000000 Penalty: 5012.241699
	Iteration 56Q: 3 clusters Score -2364246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2364248.750000 Penalty: 5012.241699
	Iteration 57Q: 3 clusters Score -2364249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2364248.750000 Penalty: 5012.241699
	Iteration 58Q: 3 clusters Score -2364249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2364250.000000 Penalty: 5012.241699
	Iteration 59Q: 3 clusters Score -2364250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2364244.250000 Penalty: 5012.241699
	Iteration 60F: 3 clusters Score -2364244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2364247.500000 Penalty: 5012.241699
	Iteration 61Q: 3 clusters Score -2364248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2364245.750000 Penalty: 5012.241699
	Iteration 62Q: 3 clusters Score -2364246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2364245.750000 Penalty: 5012.241699
	Iteration 63F: 3 clusters Score -2364246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Entering Unmasked Estep 
Score: -150683408.000000 Penalty: 178457.578125
Splitting cluster 13 changes total score from -150663792.000000 to -150683408.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 14 (41535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Entering Unmasked Estep 
Score: -3297927.250000 Penalty: 2637.304443
	Iteration 0F: 2 clusters Score -3297927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3269926.750000 Penalty: 5274.608887
	Iteration 0F: 3 clusters Score -3269927 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3280665.750000 Penalty: 5274.608887
	Iteration 1F: 3 clusters Score -3280666 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3282254.250000 Penalty: 5274.608887
	Iteration 2F: 3 clusters Score -3282254 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3285211.000000 Penalty: 5274.608887
	Iteration 3F: 3 clusters Score -3285211 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3289814.000000 Penalty: 5274.608887
	Iteration 4F: 3 clusters Score -3289814 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3294528.000000 Penalty: 5274.608887
	Iteration 5F: 3 clusters Score -3294528 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3297586.250000 Penalty: 5274.608887
	Iteration 6F: 3 clusters Score -3297586 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3299098.000000 Penalty: 5274.608887
	Iteration 7F: 3 clusters Score -3299098 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3299905.500000 Penalty: 5274.608887
	Iteration 8Q: 3 clusters Score -3299906 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3300501.000000 Penalty: 5274.608887
	Iteration 9Q: 3 clusters Score -3300501 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3300876.250000 Penalty: 5274.608887
	Iteration 10Q: 3 clusters Score -3300876 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3301053.500000 Penalty: 5274.608887
	Iteration 11Q: 3 clusters Score -3301054 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3301126.000000 Penalty: 5274.608887
	Iteration 12Q: 3 clusters Score -3301126 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3301169.250000 Penalty: 5274.608887
	Iteration 13Q: 3 clusters Score -3301169 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3301178.250000 Penalty: 5274.608887
	Iteration 14Q: 3 clusters Score -3301178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3301192.500000 Penalty: 5274.608887
	Iteration 15Q: 3 clusters Score -3301192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3301187.000000 Penalty: 5274.608887
	Iteration 16Q: 3 clusters Score -3301187 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3301192.500000 Penalty: 5274.608887
	Iteration 17Q: 3 clusters Score -3301192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3301187.000000 Penalty: 5274.608887
	Iteration 18Q: 3 clusters Score -3301187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3301179.000000 Penalty: 5274.608887
	Iteration 19Q: 3 clusters Score -3301179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3301186.500000 Penalty: 5274.608887
	Iteration 20F: 3 clusters Score -3301186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3301188.000000 Penalty: 5274.608887
	Iteration 21Q: 3 clusters Score -3301188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3301193.000000 Penalty: 5274.608887
	Iteration 22Q: 3 clusters Score -3301193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3301189.000000 Penalty: 5274.608887
	Iteration 23Q: 3 clusters Score -3301189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3301191.000000 Penalty: 5274.608887
	Iteration 24Q: 3 clusters Score -3301191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3301190.000000 Penalty: 5274.608887
	Iteration 25Q: 3 clusters Score -3301190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3301191.250000 Penalty: 5274.608887
	Iteration 26Q: 3 clusters Score -3301191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3301195.250000 Penalty: 5274.608887
	Iteration 27Q: 3 clusters Score -3301195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3301193.750000 Penalty: 5274.608887
	Iteration 28Q: 3 clusters Score -3301194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3301195.500000 Penalty: 5274.608887
	Iteration 29Q: 3 clusters Score -3301196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3301196.750000 Penalty: 5274.608887
	Iteration 30Q: 3 clusters Score -3301197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3301195.250000 Penalty: 5274.608887
	Iteration 31Q: 3 clusters Score -3301195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3301199.500000 Penalty: 5274.608887
	Iteration 32Q: 3 clusters Score -3301200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3301195.250000 Penalty: 5274.608887
	Iteration 33Q: 3 clusters Score -3301195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3301192.500000 Penalty: 5274.608887
	Iteration 34Q: 3 clusters Score -3301192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3301188.500000 Penalty: 5274.608887
	Iteration 35Q: 3 clusters Score -3301188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3301192.750000 Penalty: 5274.608887
	Iteration 36Q: 3 clusters Score -3301193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3301193.750000 Penalty: 5274.608887
	Iteration 37Q: 3 clusters Score -3301194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3301191.000000 Penalty: 5274.608887
	Iteration 38Q: 3 clusters Score -3301191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3301187.750000 Penalty: 5274.608887
	Iteration 39Q: 3 clusters Score -3301188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3301190.500000 Penalty: 5274.608887
	Iteration 40F: 3 clusters Score -3301190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 1550 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Entering Unmasked Estep 
Score: -150684512.000000 Penalty: 182026.734375
Splitting cluster 14 changes total score from -150663792.000000 to -150684512.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 15 (144778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Entering Unmasked Estep 
Score: -14284026.000000 Penalty: 2946.973145
	Iteration 0F: 2 clusters Score -1.428403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -14195045.000000 Penalty: 5893.946289
	Iteration 0F: 3 clusters Score -1.419504e+07 nChanged 69037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -14235193.000000 Penalty: 5893.946289
	Iteration 1F: 3 clusters Score -1.423519e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -14236392.000000 Penalty: 5893.946289
	Iteration 2Q: 3 clusters Score -1.423639e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -14237866.000000 Penalty: 5893.946289
	Iteration 3Q: 3 clusters Score -1.423787e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -14239788.000000 Penalty: 5893.946289
	Iteration 4Q: 3 clusters Score -1.423979e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -14242488.000000 Penalty: 5893.946289
	Iteration 5Q: 3 clusters Score -1.424249e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -14245920.000000 Penalty: 5893.946289
	Iteration 6Q: 3 clusters Score -1.424592e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -14250226.000000 Penalty: 5893.946289
	Iteration 7F: 3 clusters Score -1.425023e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -14255311.000000 Penalty: 5893.946289
	Iteration 8F: 3 clusters Score -1.425531e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -14260636.000000 Penalty: 5893.946289
	Iteration 9F: 3 clusters Score -1.426064e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -14265435.000000 Penalty: 5893.946289
	Iteration 10F: 3 clusters Score -1.426544e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 110176 members 
Entering Unmasked Estep 
Score: -14269953.000000 Penalty: 5893.946289
	Iteration 11Q: 3 clusters Score -1.426995e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -14273429.000000 Penalty: 5893.946289
	Iteration 12Q: 3 clusters Score -1.427343e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 120714 members 
Entering Unmasked Estep 
Score: -14276205.000000 Penalty: 5893.946289
	Iteration 13Q: 3 clusters Score -1.42762e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -14278392.000000 Penalty: 5893.946289
	Iteration 14Q: 3 clusters Score -1.427839e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -14279952.000000 Penalty: 5893.946289
	Iteration 15Q: 3 clusters Score -1.427995e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 131653 members 
Entering Unmasked Estep 
Score: -14281129.000000 Penalty: 5893.946289
	Iteration 16Q: 3 clusters Score -1.428113e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -14281790.000000 Penalty: 5893.946289
	Iteration 17Q: 3 clusters Score -1.428179e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 136887 members 
Entering Unmasked Estep 
Score: -14281985.000000 Penalty: 5893.946289
	Iteration 18Q: 3 clusters Score -1.428198e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -14282294.000000 Penalty: 5893.946289
	Iteration 19Q: 3 clusters Score -1.428229e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 140173 members 
Entering Unmasked Estep 
Score: -14282193.000000 Penalty: 5893.946289
	Iteration 20F: 3 clusters Score -1.428219e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 141226 members 
Entering Unmasked Estep 
Score: -14282103.000000 Penalty: 5893.946289
	Iteration 21Q: 3 clusters Score -1.42821e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 141962 members 
Entering Unmasked Estep 
Score: -14282106.000000 Penalty: 5893.946289
	Iteration 22Q: 3 clusters Score -1.428211e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -14282058.000000 Penalty: 5893.946289
	Iteration 23Q: 3 clusters Score -1.428206e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 142841 members 
Entering Unmasked Estep 
Score: -14282055.000000 Penalty: 5893.946289
	Iteration 24Q: 3 clusters Score -1.428206e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -14282124.000000 Penalty: 5893.946289
	Iteration 25Q: 3 clusters Score -1.428212e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 143269 members 
Entering Unmasked Estep 
Score: -14282049.000000 Penalty: 5893.946289
	Iteration 26Q: 3 clusters Score -1.428205e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 143422 members 
Entering Unmasked Estep 
Score: -14281993.000000 Penalty: 5893.946289
	Iteration 27Q: 3 clusters Score -1.428199e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 143536 members 
Entering Unmasked Estep 
Score: -14282009.000000 Penalty: 5893.946289
	Iteration 28Q: 3 clusters Score -1.428201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -14282009.000000 Penalty: 5893.946289
	Iteration 29Q: 3 clusters Score -1.428201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 143684 members 
Entering Unmasked Estep 
Score: -14282078.000000 Penalty: 5893.946289
	Iteration 30Q: 3 clusters Score -1.428208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 143735 members 
Entering Unmasked Estep 
Score: -14282069.000000 Penalty: 5893.946289
	Iteration 31Q: 3 clusters Score -1.428207e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -14282108.000000 Penalty: 5893.946289
	Iteration 32Q: 3 clusters Score -1.428211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 143816 members 
Entering Unmasked Estep 
Score: -14282104.000000 Penalty: 5893.946289
	Iteration 33Q: 3 clusters Score -1.42821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 143849 members 
Entering Unmasked Estep 
Score: -14282096.000000 Penalty: 5893.946289
	Iteration 34Q: 3 clusters Score -1.42821e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -14282096.000000 Penalty: 5893.946289
	Iteration 35Q: 3 clusters Score -1.42821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -14282093.000000 Penalty: 5893.946289
	Iteration 36Q: 3 clusters Score -1.428209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 143916 members 
Entering Unmasked Estep 
Score: -14282093.000000 Penalty: 5893.946289
	Iteration 37Q: 3 clusters Score -1.428209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -14282088.000000 Penalty: 5893.946289
	Iteration 38Q: 3 clusters Score -1.428209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 143935 members 
Entering Unmasked Estep 
Score: -14282106.000000 Penalty: 5893.946289
	Iteration 39Q: 3 clusters Score -1.428211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 143941 members 
Entering Unmasked Estep 
Score: -14282127.000000 Penalty: 5893.946289
	Iteration 40F: 3 clusters Score -1.428213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 143946 members 
Entering Unmasked Estep 
Score: -14282117.000000 Penalty: 5893.946289
	Iteration 41Q: 3 clusters Score -1.428212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 143955 members 
Entering Unmasked Estep 
Score: -14282128.000000 Penalty: 5893.946289
	Iteration 42Q: 3 clusters Score -1.428213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 143959 members 
Entering Unmasked Estep 
Score: -14282117.000000 Penalty: 5893.946289
	Iteration 43Q: 3 clusters Score -1.428212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 143959 members 
Entering Unmasked Estep 
Score: -14282105.000000 Penalty: 5893.946289
	Iteration 44Q: 3 clusters Score -1.42821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 143963 members 
Entering Unmasked Estep 
Score: -14282116.000000 Penalty: 5893.946289
	Iteration 45Q: 3 clusters Score -1.428212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -14282130.000000 Penalty: 5893.946289
	Iteration 46Q: 3 clusters Score -1.428213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -14282121.000000 Penalty: 5893.946289
	Iteration 47Q: 3 clusters Score -1.428212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 143972 members 
Entering Unmasked Estep 
Score: -14282130.000000 Penalty: 5893.946289
	Iteration 48Q: 3 clusters Score -1.428213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 143982 members 
Entering Unmasked Estep 
Score: -14282122.000000 Penalty: 5893.946289
	Iteration 49Q: 3 clusters Score -1.428212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -14282115.000000 Penalty: 5893.946289
	Iteration 50Q: 3 clusters Score -1.428212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -14282116.000000 Penalty: 5893.946289
	Iteration 51Q: 3 clusters Score -1.428212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 143989 members 
Entering Unmasked Estep 
Score: -14282121.000000 Penalty: 5893.946289
	Iteration 52Q: 3 clusters Score -1.428212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 143987 members 
Entering Unmasked Estep 
Score: -14282131.000000 Penalty: 5893.946289
	Iteration 53Q: 3 clusters Score -1.428213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 143996 members 
Entering Unmasked Estep 
Score: -14282121.000000 Penalty: 5893.946289
	Iteration 54Q: 3 clusters Score -1.428212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 143998 members 
Entering Unmasked Estep 
Score: -14282125.000000 Penalty: 5893.946289
	Iteration 55Q: 3 clusters Score -1.428212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 143998 members 
Entering Unmasked Estep 
Score: -14282124.000000 Penalty: 5893.946289
	Iteration 56Q: 3 clusters Score -1.428212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 143998 members 
Entering Unmasked Estep 
Score: -14282125.000000 Penalty: 5893.946289
	Iteration 57Q: 3 clusters Score -1.428212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -14282130.000000 Penalty: 5893.946289
	Iteration 58Q: 3 clusters Score -1.428213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 144005 members 
Entering Unmasked Estep 
Score: -14282128.000000 Penalty: 5893.946289
	Iteration 59Q: 3 clusters Score -1.428213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 144010 members 
Entering Unmasked Estep 
Score: -14282131.000000 Penalty: 5893.946289
	Iteration 60F: 3 clusters Score -1.428213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -14282125.000000 Penalty: 5893.946289
	Iteration 61Q: 3 clusters Score -1.428212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 144009 members 
Entering Unmasked Estep 
Score: -14282135.000000 Penalty: 5893.946289
	Iteration 62Q: 3 clusters Score -1.428214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 144009 members 
Entering Unmasked Estep 
Score: -14282136.000000 Penalty: 5893.946289
	Iteration 63Q: 3 clusters Score -1.428214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 144009 members 
Entering Unmasked Estep 
Score: -14282136.000000 Penalty: 5893.946289
	Iteration 64F: 3 clusters Score -1.428214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Entering Unmasked Estep 
Score: -1050325.375000 Penalty: 2361.929688
	Iteration 0F: 2 clusters Score -1050325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1040380.312500 Penalty: 4723.859375
	Iteration 0F: 3 clusters Score -1040380 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1043899.062500 Penalty: 4723.859375
	Iteration 1F: 3 clusters Score -1043899 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1044665.937500 Penalty: 4723.859375
	Iteration 2F: 3 clusters Score -1044666 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1045353.625000 Penalty: 4723.859375
	Iteration 3F: 3 clusters Score -1045354 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1045965.062500 Penalty: 4723.859375
	Iteration 4F: 3 clusters Score -1045965 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1046516.500000 Penalty: 4723.859375
	Iteration 5F: 3 clusters Score -1046516 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1047008.312500 Penalty: 4723.859375
	Iteration 6F: 3 clusters Score -1047008 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1047432.750000 Penalty: 4723.859375
	Iteration 7Q: 3 clusters Score -1047433 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1047855.500000 Penalty: 4723.859375
	Iteration 8Q: 3 clusters Score -1047856 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1048225.937500 Penalty: 4723.859375
	Iteration 9Q: 3 clusters Score -1048226 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1048528.125000 Penalty: 4723.859375
	Iteration 10Q: 3 clusters Score -1048528 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1048782.125000 Penalty: 4723.859375
	Iteration 11Q: 3 clusters Score -1048782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1048926.500000 Penalty: 4723.859375
	Iteration 12Q: 3 clusters Score -1048926 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1049033.875000 Penalty: 4723.859375
	Iteration 13Q: 3 clusters Score -1049034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1049134.750000 Penalty: 4723.859375
	Iteration 14Q: 3 clusters Score -1049135 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1049212.750000 Penalty: 4723.859375
	Iteration 15Q: 3 clusters Score -1049213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1049284.500000 Penalty: 4723.859375
	Iteration 16Q: 3 clusters Score -1049284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1049326.000000 Penalty: 4723.859375
	Iteration 17Q: 3 clusters Score -1049326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1049352.375000 Penalty: 4723.859375
	Iteration 18Q: 3 clusters Score -1049352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1049376.000000 Penalty: 4723.859375
	Iteration 19Q: 3 clusters Score -1049376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1049390.500000 Penalty: 4723.859375
	Iteration 20F: 3 clusters Score -1049390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1049410.625000 Penalty: 4723.859375
	Iteration 21Q: 3 clusters Score -1049411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1049426.125000 Penalty: 4723.859375
	Iteration 22Q: 3 clusters Score -1049426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1049438.625000 Penalty: 4723.859375
	Iteration 23Q: 3 clusters Score -1049439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1049449.500000 Penalty: 4723.859375
	Iteration 24Q: 3 clusters Score -1049450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1049456.375000 Penalty: 4723.859375
	Iteration 25Q: 3 clusters Score -1049456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1049462.750000 Penalty: 4723.859375
	Iteration 26Q: 3 clusters Score -1049463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1049463.875000 Penalty: 4723.859375
	Iteration 27Q: 3 clusters Score -1049464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1049465.000000 Penalty: 4723.859375
	Iteration 28Q: 3 clusters Score -1049465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1049465.000000 Penalty: 4723.859375
	Iteration 29F: 3 clusters Score -1049465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -111394.500000 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -111394.5 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 771 members 
Entering Unmasked Estep 
Score: -109278.562500 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -109278.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -110558.304688 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -110558.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112098.000000 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -112098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -112689.859375 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -112689.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112901.273438 Penalty: 3643.621094
	Iteration 4F: 3 clusters Score -112901.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113001.281250 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -113001.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113069.234375 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -113069.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113112.320312 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -113112.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -113129.031250 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -113129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -113137.304688 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -113137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -113145.062500 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -113145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -113156.390625 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -113156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113166.820312 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -113166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -113184.460938 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -113184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113193.734375 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -113193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113197.015625 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -113197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113199.820312 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -113199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113200.171875 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -113200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113200.171875 Penalty: 3643.621094
	Iteration 18F: 3 clusters Score -113200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 12379 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Entering Unmasked Estep 
Score: -150684704.000000 Penalty: 185595.890625
Splitting cluster 17 changes total score from -150663792.000000 to -150684704.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 18 (168637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Entering Unmasked Estep 
Score: -13843672.000000 Penalty: 2984.804932
	Iteration 0F: 2 clusters Score -1.384367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -13730874.000000 Penalty: 5969.609863
	Iteration 0F: 3 clusters Score -1.373087e+07 nChanged 80556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -13778594.000000 Penalty: 5969.609863
	Iteration 1F: 3 clusters Score -1.377859e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -13781163.000000 Penalty: 5969.609863
	Iteration 2Q: 3 clusters Score -1.378116e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -13785896.000000 Penalty: 5969.609863
	Iteration 3F: 3 clusters Score -1.37859e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -13794099.000000 Penalty: 5969.609863
	Iteration 4F: 3 clusters Score -1.37941e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -13806746.000000 Penalty: 5969.609863
	Iteration 5F: 3 clusters Score -1.380675e+07 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -13820801.000000 Penalty: 5969.609863
	Iteration 6F: 3 clusters Score -1.38208e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -13831600.000000 Penalty: 5969.609863
	Iteration 7F: 3 clusters Score -1.38316e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 161679 members 
Entering Unmasked Estep 
Score: -13837018.000000 Penalty: 5969.609863
	Iteration 8Q: 3 clusters Score -1.383702e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -13839396.000000 Penalty: 5969.609863
	Iteration 9Q: 3 clusters Score -1.38394e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -13840593.000000 Penalty: 5969.609863
	Iteration 10Q: 3 clusters Score -1.384059e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 166364 members 
Entering Unmasked Estep 
Score: -13841044.000000 Penalty: 5969.609863
	Iteration 11Q: 3 clusters Score -1.384104e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 166674 members 
Entering Unmasked Estep 
Score: -13841304.000000 Penalty: 5969.609863
	Iteration 12Q: 3 clusters Score -1.38413e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -13841399.000000 Penalty: 5969.609863
	Iteration 13Q: 3 clusters Score -1.38414e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 166957 members 
Entering Unmasked Estep 
Score: -13841446.000000 Penalty: 5969.609863
	Iteration 14Q: 3 clusters Score -1.384145e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -13841519.000000 Penalty: 5969.609863
	Iteration 15Q: 3 clusters Score -1.384152e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -13841552.000000 Penalty: 5969.609863
	Iteration 16Q: 3 clusters Score -1.384155e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 167144 members 
Entering Unmasked Estep 
Score: -13841591.000000 Penalty: 5969.609863
	Iteration 17Q: 3 clusters Score -1.384159e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 167194 members 
Entering Unmasked Estep 
Score: -13841630.000000 Penalty: 5969.609863
	Iteration 18Q: 3 clusters Score -1.384163e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -13841659.000000 Penalty: 5969.609863
	Iteration 19Q: 3 clusters Score -1.384166e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -13841656.000000 Penalty: 5969.609863
	Iteration 20F: 3 clusters Score -1.384166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -13841674.000000 Penalty: 5969.609863
	Iteration 21Q: 3 clusters Score -1.384167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 167291 members 
Entering Unmasked Estep 
Score: -13841687.000000 Penalty: 5969.609863
	Iteration 22Q: 3 clusters Score -1.384169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -13841701.000000 Penalty: 5969.609863
	Iteration 23Q: 3 clusters Score -1.38417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -13841699.000000 Penalty: 5969.609863
	Iteration 24Q: 3 clusters Score -1.38417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 167328 members 
Entering Unmasked Estep 
Score: -13841717.000000 Penalty: 5969.609863
	Iteration 25Q: 3 clusters Score -1.384172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 167333 members 
Entering Unmasked Estep 
Score: -13841715.000000 Penalty: 5969.609863
	Iteration 26Q: 3 clusters Score -1.384172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 167339 members 
Entering Unmasked Estep 
Score: -13841706.000000 Penalty: 5969.609863
	Iteration 27Q: 3 clusters Score -1.384171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 167341 members 
Entering Unmasked Estep 
Score: -13841720.000000 Penalty: 5969.609863
	Iteration 28Q: 3 clusters Score -1.384172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 167342 members 
Entering Unmasked Estep 
Score: -13841729.000000 Penalty: 5969.609863
	Iteration 29Q: 3 clusters Score -1.384173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 167344 members 
Entering Unmasked Estep 
Score: -13841734.000000 Penalty: 5969.609863
	Iteration 30Q: 3 clusters Score -1.384173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 167342 members 
Entering Unmasked Estep 
Score: -13841731.000000 Penalty: 5969.609863
	Iteration 31Q: 3 clusters Score -1.384173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 167345 members 
Entering Unmasked Estep 
Score: -13841730.000000 Penalty: 5969.609863
	Iteration 32Q: 3 clusters Score -1.384173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 167351 members 
Entering Unmasked Estep 
Score: -13841741.000000 Penalty: 5969.609863
	Iteration 33Q: 3 clusters Score -1.384174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 167350 members 
Entering Unmasked Estep 
Score: -13841745.000000 Penalty: 5969.609863
	Iteration 34Q: 3 clusters Score -1.384174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 167350 members 
Entering Unmasked Estep 
Score: -13841745.000000 Penalty: 5969.609863
	Iteration 35F: 3 clusters Score -1.384174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (137566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Entering Unmasked Estep 
Score: -14605765.000000 Penalty: 2934.301025
	Iteration 0F: 2 clusters Score -1.460576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -14521725.000000 Penalty: 5868.602051
	Iteration 0F: 3 clusters Score -1.452172e+07 nChanged 65596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -14560203.000000 Penalty: 5868.602051
	Iteration 1F: 3 clusters Score -1.45602e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -14561990.000000 Penalty: 5868.602051
	Iteration 2Q: 3 clusters Score -1.456199e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -14564793.000000 Penalty: 5868.602051
	Iteration 3F: 3 clusters Score -1.456479e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -14568619.000000 Penalty: 5868.602051
	Iteration 4F: 3 clusters Score -1.456862e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -14573379.000000 Penalty: 5868.602051
	Iteration 5F: 3 clusters Score -1.457338e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -14578275.000000 Penalty: 5868.602051
	Iteration 6F: 3 clusters Score -1.457828e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -14583173.000000 Penalty: 5868.602051
	Iteration 7F: 3 clusters Score -1.458317e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -14587022.000000 Penalty: 5868.602051
	Iteration 8F: 3 clusters Score -1.458702e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -14589125.000000 Penalty: 5868.602051
	Iteration 9Q: 3 clusters Score -1.458912e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -14589843.000000 Penalty: 5868.602051
	Iteration 10Q: 3 clusters Score -1.458984e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -14590288.000000 Penalty: 5868.602051
	Iteration 11Q: 3 clusters Score -1.459029e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -14590559.000000 Penalty: 5868.602051
	Iteration 12Q: 3 clusters Score -1.459056e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -14590744.000000 Penalty: 5868.602051
	Iteration 13Q: 3 clusters Score -1.459074e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -14591087.000000 Penalty: 5868.602051
	Iteration 14Q: 3 clusters Score -1.459109e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -14591365.000000 Penalty: 5868.602051
	Iteration 15Q: 3 clusters Score -1.459136e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -14591668.000000 Penalty: 5868.602051
	Iteration 16Q: 3 clusters Score -1.459167e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -14591913.000000 Penalty: 5868.602051
	Iteration 17Q: 3 clusters Score -1.459191e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -14592221.000000 Penalty: 5868.602051
	Iteration 18Q: 3 clusters Score -1.459222e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -14592562.000000 Penalty: 5868.602051
	Iteration 19Q: 3 clusters Score -1.459256e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -14592891.000000 Penalty: 5868.602051
	Iteration 20F: 3 clusters Score -1.459289e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -14593275.000000 Penalty: 5868.602051
	Iteration 21Q: 3 clusters Score -1.459328e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -14593560.000000 Penalty: 5868.602051
	Iteration 22Q: 3 clusters Score -1.459356e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -14593847.000000 Penalty: 5868.602051
	Iteration 23Q: 3 clusters Score -1.459385e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -14594073.000000 Penalty: 5868.602051
	Iteration 24Q: 3 clusters Score -1.459407e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -14594304.000000 Penalty: 5868.602051
	Iteration 25Q: 3 clusters Score -1.45943e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -14594574.000000 Penalty: 5868.602051
	Iteration 26Q: 3 clusters Score -1.459457e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -14594832.000000 Penalty: 5868.602051
	Iteration 27Q: 3 clusters Score -1.459483e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 92570 members 
Entering Unmasked Estep 
Score: -14595065.000000 Penalty: 5868.602051
	Iteration 28Q: 3 clusters Score -1.459506e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -14595286.000000 Penalty: 5868.602051
	Iteration 29Q: 3 clusters Score -1.459529e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -14595398.000000 Penalty: 5868.602051
	Iteration 30Q: 3 clusters Score -1.45954e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -14595646.000000 Penalty: 5868.602051
	Iteration 31Q: 3 clusters Score -1.459565e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -14595853.000000 Penalty: 5868.602051
	Iteration 32Q: 3 clusters Score -1.459585e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -14596094.000000 Penalty: 5868.602051
	Iteration 33Q: 3 clusters Score -1.459609e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -14596304.000000 Penalty: 5868.602051
	Iteration 34Q: 3 clusters Score -1.45963e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -14596472.000000 Penalty: 5868.602051
	Iteration 35Q: 3 clusters Score -1.459647e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -14596621.000000 Penalty: 5868.602051
	Iteration 36Q: 3 clusters Score -1.459662e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -14596868.000000 Penalty: 5868.602051
	Iteration 37Q: 3 clusters Score -1.459687e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -14596968.000000 Penalty: 5868.602051
	Iteration 38Q: 3 clusters Score -1.459697e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -14597132.000000 Penalty: 5868.602051
	Iteration 39Q: 3 clusters Score -1.459713e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -14597226.000000 Penalty: 5868.602051
	Iteration 40F: 3 clusters Score -1.459723e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -14597371.000000 Penalty: 5868.602051
	Iteration 41Q: 3 clusters Score -1.459737e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -14597504.000000 Penalty: 5868.602051
	Iteration 42Q: 3 clusters Score -1.45975e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -14597555.000000 Penalty: 5868.602051
	Iteration 43Q: 3 clusters Score -1.459756e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 97482 members 
Entering Unmasked Estep 
Score: -14597645.000000 Penalty: 5868.602051
	Iteration 44Q: 3 clusters Score -1.459764e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -14597736.000000 Penalty: 5868.602051
	Iteration 45Q: 3 clusters Score -1.459774e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -14597826.000000 Penalty: 5868.602051
	Iteration 46Q: 3 clusters Score -1.459783e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -14597885.000000 Penalty: 5868.602051
	Iteration 47Q: 3 clusters Score -1.459788e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -14597992.000000 Penalty: 5868.602051
	Iteration 48Q: 3 clusters Score -1.459799e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -14598011.000000 Penalty: 5868.602051
	Iteration 49Q: 3 clusters Score -1.459801e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -14598010.000000 Penalty: 5868.602051
	Iteration 50Q: 3 clusters Score -1.459801e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -14598057.000000 Penalty: 5868.602051
	Iteration 51Q: 3 clusters Score -1.459806e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -14598103.000000 Penalty: 5868.602051
	Iteration 52Q: 3 clusters Score -1.45981e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -14598142.000000 Penalty: 5868.602051
	Iteration 53Q: 3 clusters Score -1.459814e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -14598195.000000 Penalty: 5868.602051
	Iteration 54Q: 3 clusters Score -1.45982e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -14598262.000000 Penalty: 5868.602051
	Iteration 55Q: 3 clusters Score -1.459826e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -14598299.000000 Penalty: 5868.602051
	Iteration 56Q: 3 clusters Score -1.45983e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -14598360.000000 Penalty: 5868.602051
	Iteration 57Q: 3 clusters Score -1.459836e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -14598377.000000 Penalty: 5868.602051
	Iteration 58Q: 3 clusters Score -1.459838e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -14598421.000000 Penalty: 5868.602051
	Iteration 59Q: 3 clusters Score -1.459842e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -14598433.000000 Penalty: 5868.602051
	Iteration 60F: 3 clusters Score -1.459843e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -14598446.000000 Penalty: 5868.602051
	Iteration 61Q: 3 clusters Score -1.459845e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -14598466.000000 Penalty: 5868.602051
	Iteration 62Q: 3 clusters Score -1.459847e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -14598531.000000 Penalty: 5868.602051
	Iteration 63Q: 3 clusters Score -1.459853e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -14598541.000000 Penalty: 5868.602051
	Iteration 64Q: 3 clusters Score -1.459854e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -14598546.000000 Penalty: 5868.602051
	Iteration 65Q: 3 clusters Score -1.459855e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -14598575.000000 Penalty: 5868.602051
	Iteration 66Q: 3 clusters Score -1.459858e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -14598613.000000 Penalty: 5868.602051
	Iteration 67Q: 3 clusters Score -1.459861e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -14598616.000000 Penalty: 5868.602051
	Iteration 68Q: 3 clusters Score -1.459862e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 101946 members 
Entering Unmasked Estep 
Score: -14598635.000000 Penalty: 5868.602051
	Iteration 69Q: 3 clusters Score -1.459864e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -14598661.000000 Penalty: 5868.602051
	Iteration 70Q: 3 clusters Score -1.459866e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -14598694.000000 Penalty: 5868.602051
	Iteration 71Q: 3 clusters Score -1.459869e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -14598674.000000 Penalty: 5868.602051
	Iteration 72Q: 3 clusters Score -1.459867e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -14598697.000000 Penalty: 5868.602051
	Iteration 73Q: 3 clusters Score -1.45987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -14598703.000000 Penalty: 5868.602051
	Iteration 74Q: 3 clusters Score -1.45987e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 102735 members 
Entering Unmasked Estep 
Score: -14598695.000000 Penalty: 5868.602051
	Iteration 75Q: 3 clusters Score -1.45987e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -14598701.000000 Penalty: 5868.602051
	Iteration 76Q: 3 clusters Score -1.45987e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -14598695.000000 Penalty: 5868.602051
	Iteration 77Q: 3 clusters Score -1.45987e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -14598708.000000 Penalty: 5868.602051
	Iteration 78Q: 3 clusters Score -1.459871e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -14598725.000000 Penalty: 5868.602051
	Iteration 79Q: 3 clusters Score -1.459872e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -14598783.000000 Penalty: 5868.602051
	Iteration 80F: 3 clusters Score -1.459878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -14598796.000000 Penalty: 5868.602051
	Iteration 81Q: 3 clusters Score -1.45988e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -14598794.000000 Penalty: 5868.602051
	Iteration 82Q: 3 clusters Score -1.459879e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 103685 members 
Entering Unmasked Estep 
Score: -14598806.000000 Penalty: 5868.602051
	Iteration 83Q: 3 clusters Score -1.459881e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -14598794.000000 Penalty: 5868.602051
	Iteration 84Q: 3 clusters Score -1.459879e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 103853 members 
Entering Unmasked Estep 
Score: -14598780.000000 Penalty: 5868.602051
	Iteration 85Q: 3 clusters Score -1.459878e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 103933 members 
Entering Unmasked Estep 
Score: -14598791.000000 Penalty: 5868.602051
	Iteration 86Q: 3 clusters Score -1.459879e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -14598800.000000 Penalty: 5868.602051
	Iteration 87Q: 3 clusters Score -1.45988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 104102 members 
Entering Unmasked Estep 
Score: -14598786.000000 Penalty: 5868.602051
	Iteration 88Q: 3 clusters Score -1.459879e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -14598814.000000 Penalty: 5868.602051
	Iteration 89Q: 3 clusters Score -1.459881e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -14598810.000000 Penalty: 5868.602051
	Iteration 90Q: 3 clusters Score -1.459881e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 104341 members 
Entering Unmasked Estep 
Score: -14598826.000000 Penalty: 5868.602051
	Iteration 91Q: 3 clusters Score -1.459883e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -14598824.000000 Penalty: 5868.602051
	Iteration 92Q: 3 clusters Score -1.459882e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -14598818.000000 Penalty: 5868.602051
	Iteration 93Q: 3 clusters Score -1.459882e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 104543 members 
Entering Unmasked Estep 
Score: -14598813.000000 Penalty: 5868.602051
	Iteration 94Q: 3 clusters Score -1.459881e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -14598778.000000 Penalty: 5868.602051
	Iteration 95Q: 3 clusters Score -1.459878e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -14598781.000000 Penalty: 5868.602051
	Iteration 96Q: 3 clusters Score -1.459878e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -14598769.000000 Penalty: 5868.602051
	Iteration 97Q: 3 clusters Score -1.459877e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -14598749.000000 Penalty: 5868.602051
	Iteration 98Q: 3 clusters Score -1.459875e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -14598727.000000 Penalty: 5868.602051
	Iteration 99Q: 3 clusters Score -1.459873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 104908 members 
Entering Unmasked Estep 
Score: -14598748.000000 Penalty: 5868.602051
	Iteration 100F: 3 clusters Score -1.459875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -14598753.000000 Penalty: 5868.602051
	Iteration 101Q: 3 clusters Score -1.459875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -14598756.000000 Penalty: 5868.602051
	Iteration 102Q: 3 clusters Score -1.459876e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -14598770.000000 Penalty: 5868.602051
	Iteration 103Q: 3 clusters Score -1.459877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -14598763.000000 Penalty: 5868.602051
	Iteration 104Q: 3 clusters Score -1.459876e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -14598770.000000 Penalty: 5868.602051
	Iteration 105Q: 3 clusters Score -1.459877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -14598788.000000 Penalty: 5868.602051
	Iteration 106Q: 3 clusters Score -1.459879e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 105243 members 
Entering Unmasked Estep 
Score: -14598803.000000 Penalty: 5868.602051
	Iteration 107Q: 3 clusters Score -1.45988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -14598835.000000 Penalty: 5868.602051
	Iteration 108Q: 3 clusters Score -1.459884e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 105321 members 
Entering Unmasked Estep 
Score: -14598826.000000 Penalty: 5868.602051
	Iteration 109Q: 3 clusters Score -1.459883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -14598832.000000 Penalty: 5868.602051
	Iteration 110Q: 3 clusters Score -1.459883e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -14598851.000000 Penalty: 5868.602051
	Iteration 111Q: 3 clusters Score -1.459885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -14598839.000000 Penalty: 5868.602051
	Iteration 112Q: 3 clusters Score -1.459884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -14598857.000000 Penalty: 5868.602051
	Iteration 113Q: 3 clusters Score -1.459886e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -14598845.000000 Penalty: 5868.602051
	Iteration 114Q: 3 clusters Score -1.459884e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -14598834.000000 Penalty: 5868.602051
	Iteration 115Q: 3 clusters Score -1.459883e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -14598834.000000 Penalty: 5868.602051
	Iteration 116Q: 3 clusters Score -1.459883e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -14598837.000000 Penalty: 5868.602051
	Iteration 117Q: 3 clusters Score -1.459884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -14598850.000000 Penalty: 5868.602051
	Iteration 118Q: 3 clusters Score -1.459885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -14598858.000000 Penalty: 5868.602051
	Iteration 119Q: 3 clusters Score -1.459886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -14598876.000000 Penalty: 5868.602051
	Iteration 120F: 3 clusters Score -1.459888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 105828 members 
Entering Unmasked Estep 
Score: -14598891.000000 Penalty: 5868.602051
	Iteration 121Q: 3 clusters Score -1.459889e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -14598881.000000 Penalty: 5868.602051
	Iteration 122Q: 3 clusters Score -1.459888e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -14598868.000000 Penalty: 5868.602051
	Iteration 123Q: 3 clusters Score -1.459887e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -14598879.000000 Penalty: 5868.602051
	Iteration 124Q: 3 clusters Score -1.459888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -14598887.000000 Penalty: 5868.602051
	Iteration 125Q: 3 clusters Score -1.459889e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -14598878.000000 Penalty: 5868.602051
	Iteration 126Q: 3 clusters Score -1.459888e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 106173 members 
Entering Unmasked Estep 
Score: -14598864.000000 Penalty: 5868.602051
	Iteration 127Q: 3 clusters Score -1.459886e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -14598892.000000 Penalty: 5868.602051
	Iteration 128Q: 3 clusters Score -1.459889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -14598899.000000 Penalty: 5868.602051
	Iteration 129Q: 3 clusters Score -1.45989e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -14598897.000000 Penalty: 5868.602051
	Iteration 130Q: 3 clusters Score -1.45989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -14598886.000000 Penalty: 5868.602051
	Iteration 131Q: 3 clusters Score -1.459889e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -14598935.000000 Penalty: 5868.602051
	Iteration 132Q: 3 clusters Score -1.459894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -14598940.000000 Penalty: 5868.602051
	Iteration 133Q: 3 clusters Score -1.459894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -14598921.000000 Penalty: 5868.602051
	Iteration 134Q: 3 clusters Score -1.459892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -14598915.000000 Penalty: 5868.602051
	Iteration 135Q: 3 clusters Score -1.459892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -14598917.000000 Penalty: 5868.602051
	Iteration 136Q: 3 clusters Score -1.459892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -14598894.000000 Penalty: 5868.602051
	Iteration 137Q: 3 clusters Score -1.459889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -14598875.000000 Penalty: 5868.602051
	Iteration 138Q: 3 clusters Score -1.459888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -14598896.000000 Penalty: 5868.602051
	Iteration 139Q: 3 clusters Score -1.45989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -14598876.000000 Penalty: 5868.602051
	Iteration 140F: 3 clusters Score -1.459888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -14598868.000000 Penalty: 5868.602051
	Iteration 141Q: 3 clusters Score -1.459887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 106795 members 
Entering Unmasked Estep 
Score: -14598860.000000 Penalty: 5868.602051
	Iteration 142Q: 3 clusters Score -1.459886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -14598860.000000 Penalty: 5868.602051
	Iteration 143Q: 3 clusters Score -1.459886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -14598857.000000 Penalty: 5868.602051
	Iteration 144Q: 3 clusters Score -1.459886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 106856 members 
Entering Unmasked Estep 
Score: -14598832.000000 Penalty: 5868.602051
	Iteration 145Q: 3 clusters Score -1.459883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -14598835.000000 Penalty: 5868.602051
	Iteration 146Q: 3 clusters Score -1.459884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -14598825.000000 Penalty: 5868.602051
	Iteration 147Q: 3 clusters Score -1.459882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -14598832.000000 Penalty: 5868.602051
	Iteration 148Q: 3 clusters Score -1.459883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -14598832.000000 Penalty: 5868.602051
	Iteration 149Q: 3 clusters Score -1.459883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -14598827.000000 Penalty: 5868.602051
	Iteration 150Q: 3 clusters Score -1.459883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -14598834.000000 Penalty: 5868.602051
	Iteration 151Q: 3 clusters Score -1.459883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 106989 members 
Entering Unmasked Estep 
Score: -14598844.000000 Penalty: 5868.602051
	Iteration 152Q: 3 clusters Score -1.459884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 107010 members 
Entering Unmasked Estep 
Score: -14598833.000000 Penalty: 5868.602051
	Iteration 153Q: 3 clusters Score -1.459883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -14598840.000000 Penalty: 5868.602051
	Iteration 154Q: 3 clusters Score -1.459884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -14598843.000000 Penalty: 5868.602051
	Iteration 155Q: 3 clusters Score -1.459884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -14598831.000000 Penalty: 5868.602051
	Iteration 156Q: 3 clusters Score -1.459883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -14598811.000000 Penalty: 5868.602051
	Iteration 157Q: 3 clusters Score -1.459881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -14598817.000000 Penalty: 5868.602051
	Iteration 158Q: 3 clusters Score -1.459882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -14598823.000000 Penalty: 5868.602051
	Iteration 159Q: 3 clusters Score -1.459882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -14598834.000000 Penalty: 5868.602051
	Iteration 160F: 3 clusters Score -1.459883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 107116 members 
Entering Unmasked Estep 
Score: -14598842.000000 Penalty: 5868.602051
	Iteration 161Q: 3 clusters Score -1.459884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -14598835.000000 Penalty: 5868.602051
	Iteration 162Q: 3 clusters Score -1.459884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 107138 members 
Entering Unmasked Estep 
Score: -14598830.000000 Penalty: 5868.602051
	Iteration 163Q: 3 clusters Score -1.459883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -14598849.000000 Penalty: 5868.602051
	Iteration 164Q: 3 clusters Score -1.459885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -14598847.000000 Penalty: 5868.602051
	Iteration 165Q: 3 clusters Score -1.459885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 107202 members 
Entering Unmasked Estep 
Score: -14598837.000000 Penalty: 5868.602051
	Iteration 166Q: 3 clusters Score -1.459884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 107230 members 
Entering Unmasked Estep 
Score: -14598852.000000 Penalty: 5868.602051
	Iteration 167Q: 3 clusters Score -1.459885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -14598848.000000 Penalty: 5868.602051
	Iteration 168Q: 3 clusters Score -1.459885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -14598844.000000 Penalty: 5868.602051
	Iteration 169Q: 3 clusters Score -1.459884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 107316 members 
Entering Unmasked Estep 
Score: -14598836.000000 Penalty: 5868.602051
	Iteration 170Q: 3 clusters Score -1.459884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -14598851.000000 Penalty: 5868.602051
	Iteration 171Q: 3 clusters Score -1.459885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -14598843.000000 Penalty: 5868.602051
	Iteration 172Q: 3 clusters Score -1.459884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -14598839.000000 Penalty: 5868.602051
	Iteration 173Q: 3 clusters Score -1.459884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -14598852.000000 Penalty: 5868.602051
	Iteration 174Q: 3 clusters Score -1.459885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -14598840.000000 Penalty: 5868.602051
	Iteration 175Q: 3 clusters Score -1.459884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -14598835.000000 Penalty: 5868.602051
	Iteration 176Q: 3 clusters Score -1.459884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -14598847.000000 Penalty: 5868.602051
	Iteration 177Q: 3 clusters Score -1.459885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -14598867.000000 Penalty: 5868.602051
	Iteration 178Q: 3 clusters Score -1.459887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -14598877.000000 Penalty: 5868.602051
	Iteration 179Q: 3 clusters Score -1.459888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -14598887.000000 Penalty: 5868.602051
	Iteration 180F: 3 clusters Score -1.459889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -14598887.000000 Penalty: 5868.602051
	Iteration 181Q: 3 clusters Score -1.459889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -14598910.000000 Penalty: 5868.602051
	Iteration 182Q: 3 clusters Score -1.459891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -14598901.000000 Penalty: 5868.602051
	Iteration 183Q: 3 clusters Score -1.45989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -14598911.000000 Penalty: 5868.602051
	Iteration 184Q: 3 clusters Score -1.459891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -14598909.000000 Penalty: 5868.602051
	Iteration 185Q: 3 clusters Score -1.459891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -14598910.000000 Penalty: 5868.602051
	Iteration 186Q: 3 clusters Score -1.459891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -14598907.000000 Penalty: 5868.602051
	Iteration 187Q: 3 clusters Score -1.459891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -14598905.000000 Penalty: 5868.602051
	Iteration 188Q: 3 clusters Score -1.45989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -14598918.000000 Penalty: 5868.602051
	Iteration 189Q: 3 clusters Score -1.459892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -14598918.000000 Penalty: 5868.602051
	Iteration 190F: 3 clusters Score -1.459892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Entering Unmasked Estep 
Score: -1451515.375000 Penalty: 2441.220703
	Iteration 0F: 2 clusters Score -1451515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1438277.125000 Penalty: 4882.441406
	Iteration 0F: 3 clusters Score -1438277 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1443065.375000 Penalty: 4882.441406
	Iteration 1F: 3 clusters Score -1443065 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1444014.375000 Penalty: 4882.441406
	Iteration 2F: 3 clusters Score -1444014 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1444997.125000 Penalty: 4882.441406
	Iteration 3F: 3 clusters Score -1444997 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1445842.375000 Penalty: 4882.441406
	Iteration 4F: 3 clusters Score -1445842 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1446643.500000 Penalty: 4882.441406
	Iteration 5F: 3 clusters Score -1446644 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1447428.250000 Penalty: 4882.441406
	Iteration 6F: 3 clusters Score -1447428 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1448063.875000 Penalty: 4882.441406
	Iteration 7F: 3 clusters Score -1448064 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1448563.750000 Penalty: 4882.441406
	Iteration 8Q: 3 clusters Score -1448564 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1448957.625000 Penalty: 4882.441406
	Iteration 9Q: 3 clusters Score -1448958 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1449261.500000 Penalty: 4882.441406
	Iteration 10Q: 3 clusters Score -1449262 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1449505.875000 Penalty: 4882.441406
	Iteration 11Q: 3 clusters Score -1449506 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1449709.500000 Penalty: 4882.441406
	Iteration 12Q: 3 clusters Score -1449710 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1449886.625000 Penalty: 4882.441406
	Iteration 13Q: 3 clusters Score -1449887 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1450071.625000 Penalty: 4882.441406
	Iteration 14Q: 3 clusters Score -1450072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1450231.500000 Penalty: 4882.441406
	Iteration 15Q: 3 clusters Score -1450232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1450363.875000 Penalty: 4882.441406
	Iteration 16Q: 3 clusters Score -1450364 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1450483.250000 Penalty: 4882.441406
	Iteration 17Q: 3 clusters Score -1450483 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1450622.250000 Penalty: 4882.441406
	Iteration 18Q: 3 clusters Score -1450622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1450695.875000 Penalty: 4882.441406
	Iteration 19Q: 3 clusters Score -1450696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1450753.750000 Penalty: 4882.441406
	Iteration 20F: 3 clusters Score -1450754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1450795.625000 Penalty: 4882.441406
	Iteration 21Q: 3 clusters Score -1450796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1450832.125000 Penalty: 4882.441406
	Iteration 22Q: 3 clusters Score -1450832 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1450861.500000 Penalty: 4882.441406
	Iteration 23Q: 3 clusters Score -1450862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1450881.750000 Penalty: 4882.441406
	Iteration 24Q: 3 clusters Score -1450882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1450898.000000 Penalty: 4882.441406
	Iteration 25Q: 3 clusters Score -1450898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1450912.125000 Penalty: 4882.441406
	Iteration 26Q: 3 clusters Score -1450912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1450931.250000 Penalty: 4882.441406
	Iteration 27Q: 3 clusters Score -1450931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1450939.875000 Penalty: 4882.441406
	Iteration 28Q: 3 clusters Score -1450940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1450951.250000 Penalty: 4882.441406
	Iteration 29Q: 3 clusters Score -1450951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1450957.750000 Penalty: 4882.441406
	Iteration 30Q: 3 clusters Score -1450958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1450958.750000 Penalty: 4882.441406
	Iteration 31Q: 3 clusters Score -1450959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1450961.375000 Penalty: 4882.441406
	Iteration 32Q: 3 clusters Score -1450961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1450962.875000 Penalty: 4882.441406
	Iteration 33Q: 3 clusters Score -1450963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1450962.625000 Penalty: 4882.441406
	Iteration 34Q: 3 clusters Score -1450963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1450967.250000 Penalty: 4882.441406
	Iteration 35Q: 3 clusters Score -1450967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1450972.875000 Penalty: 4882.441406
	Iteration 36Q: 3 clusters Score -1450973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1450971.125000 Penalty: 4882.441406
	Iteration 37Q: 3 clusters Score -1450971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1450970.875000 Penalty: 4882.441406
	Iteration 38Q: 3 clusters Score -1450971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1450970.125000 Penalty: 4882.441406
	Iteration 39Q: 3 clusters Score -1450970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1450969.750000 Penalty: 4882.441406
	Iteration 40F: 3 clusters Score -1450970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Entering Unmasked Estep 
Score: -935696.125000 Penalty: 2337.091553
	Iteration 0F: 2 clusters Score -935696.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -926605.062500 Penalty: 4674.183105
	Iteration 0F: 3 clusters Score -926605.1 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -929983.250000 Penalty: 4674.183105
	Iteration 1F: 3 clusters Score -929983.2 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -931239.437500 Penalty: 4674.183105
	Iteration 2F: 3 clusters Score -931239.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -932457.125000 Penalty: 4674.183105
	Iteration 3F: 3 clusters Score -932457.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -933445.187500 Penalty: 4674.183105
	Iteration 4F: 3 clusters Score -933445.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -934040.375000 Penalty: 4674.183105
	Iteration 5F: 3 clusters Score -934040.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -934346.437500 Penalty: 4674.183105
	Iteration 6Q: 3 clusters Score -934346.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -934539.500000 Penalty: 4674.183105
	Iteration 7Q: 3 clusters Score -934539.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -934671.812500 Penalty: 4674.183105
	Iteration 8Q: 3 clusters Score -934671.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -934773.687500 Penalty: 4674.183105
	Iteration 9Q: 3 clusters Score -934773.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -934843.500000 Penalty: 4674.183105
	Iteration 10Q: 3 clusters Score -934843.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -934900.125000 Penalty: 4674.183105
	Iteration 11Q: 3 clusters Score -934900.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -934953.500000 Penalty: 4674.183105
	Iteration 12Q: 3 clusters Score -934953.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -935009.687500 Penalty: 4674.183105
	Iteration 13Q: 3 clusters Score -935009.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -935079.812500 Penalty: 4674.183105
	Iteration 14Q: 3 clusters Score -935079.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -935158.250000 Penalty: 4674.183105
	Iteration 15Q: 3 clusters Score -935158.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -935268.687500 Penalty: 4674.183105
	Iteration 16Q: 3 clusters Score -935268.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -935470.062500 Penalty: 4674.183105
	Iteration 17Q: 3 clusters Score -935470.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -935781.937500 Penalty: 4674.183105
	Iteration 18Q: 3 clusters Score -935781.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -936256.812500 Penalty: 4674.183105
	Iteration 19Q: 3 clusters Score -936256.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -937029.562500 Penalty: 4674.183105
	Iteration 20F: 3 clusters Score -937029.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -938117.562500 Penalty: 4674.183105
	Iteration 21Q: 3 clusters Score -938117.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -938587.312500 Penalty: 4674.183105
	Iteration 22Q: 3 clusters Score -938587.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -938869.687500 Penalty: 4674.183105
	Iteration 23Q: 3 clusters Score -938869.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -939005.562500 Penalty: 4674.183105
	Iteration 24Q: 3 clusters Score -939005.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -939050.687500 Penalty: 4674.183105
	Iteration 25Q: 3 clusters Score -939050.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -939072.875000 Penalty: 4674.183105
	Iteration 26Q: 3 clusters Score -939072.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -939084.125000 Penalty: 4674.183105
	Iteration 27Q: 3 clusters Score -939084.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -939098.875000 Penalty: 4674.183105
	Iteration 28Q: 3 clusters Score -939098.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -939108.250000 Penalty: 4674.183105
	Iteration 29Q: 3 clusters Score -939108.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -939112.125000 Penalty: 4674.183105
	Iteration 30Q: 3 clusters Score -939112.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -939122.625000 Penalty: 4674.183105
	Iteration 31Q: 3 clusters Score -939122.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -939130.312500 Penalty: 4674.183105
	Iteration 32Q: 3 clusters Score -939130.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -939140.375000 Penalty: 4674.183105
	Iteration 33Q: 3 clusters Score -939140.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -939147.187500 Penalty: 4674.183105
	Iteration 34Q: 3 clusters Score -939147.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -939153.062500 Penalty: 4674.183105
	Iteration 35Q: 3 clusters Score -939153.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -939154.500000 Penalty: 4674.183105
	Iteration 36Q: 3 clusters Score -939154.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -939154.937500 Penalty: 4674.183105
	Iteration 37Q: 3 clusters Score -939154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -939159.312500 Penalty: 4674.183105
	Iteration 38Q: 3 clusters Score -939159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -939157.437500 Penalty: 4674.183105
	Iteration 39Q: 3 clusters Score -939157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -939168.187500 Penalty: 4674.183105
	Iteration 40F: 3 clusters Score -939168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -939171.312500 Penalty: 4674.183105
	Iteration 41Q: 3 clusters Score -939171.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -939177.062500 Penalty: 4674.183105
	Iteration 42Q: 3 clusters Score -939177.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -939187.562500 Penalty: 4674.183105
	Iteration 43Q: 3 clusters Score -939187.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -939195.375000 Penalty: 4674.183105
	Iteration 44Q: 3 clusters Score -939195.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -939217.437500 Penalty: 4674.183105
	Iteration 45Q: 3 clusters Score -939217.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -939238.750000 Penalty: 4674.183105
	Iteration 46Q: 3 clusters Score -939238.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -939265.562500 Penalty: 4674.183105
	Iteration 47Q: 3 clusters Score -939265.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -939326.937500 Penalty: 4674.183105
	Iteration 48Q: 3 clusters Score -939326.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -939505.750000 Penalty: 4674.183105
	Iteration 49Q: 3 clusters Score -939505.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -939931.000000 Penalty: 4674.183105
	Iteration 50Q: 3 clusters Score -939931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -940730.062500 Penalty: 4674.183105
	Iteration 51Q: 3 clusters Score -940730.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -941550.625000 Penalty: 4674.183105
	Iteration 52Q: 3 clusters Score -941550.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -942138.562500 Penalty: 4674.183105
	Iteration 53Q: 3 clusters Score -942138.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -942334.187500 Penalty: 4674.183105
	Iteration 54Q: 3 clusters Score -942334.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -942390.937500 Penalty: 4674.183105
	Iteration 55Q: 3 clusters Score -942390.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -942407.812500 Penalty: 4674.183105
	Iteration 56Q: 3 clusters Score -942407.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -942417.687500 Penalty: 4674.183105
	Iteration 57Q: 3 clusters Score -942417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -942425.562500 Penalty: 4674.183105
	Iteration 58Q: 3 clusters Score -942425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -942425.375000 Penalty: 4674.183105
	Iteration 59Q: 3 clusters Score -942425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -942431.687500 Penalty: 4674.183105
	Iteration 60F: 3 clusters Score -942431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -942432.312500 Penalty: 4674.183105
	Iteration 61Q: 3 clusters Score -942432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -942433.062500 Penalty: 4674.183105
	Iteration 62Q: 3 clusters Score -942433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -942433.187500 Penalty: 4674.183105
	Iteration 63Q: 3 clusters Score -942433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -942433.250000 Penalty: 4674.183105
	Iteration 64Q: 3 clusters Score -942433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -942433.250000 Penalty: 4674.183105
	Iteration 65F: 3 clusters Score -942433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 7156 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Entering Unmasked Estep 
Score: -150691056.000000 Penalty: 189165.046875
Splitting cluster 21 changes total score from -150663792.000000 to -150691056.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 22 (61343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Entering Unmasked Estep 
Score: -4955120.500000 Penalty: 2734.010742
	Iteration 0F: 2 clusters Score -4955120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4913835.500000 Penalty: 5468.021484
	Iteration 0F: 3 clusters Score -4913836 nChanged 28668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4931379.500000 Penalty: 5468.021484
	Iteration 1F: 3 clusters Score -4931380 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4935024.500000 Penalty: 5468.021484
	Iteration 2F: 3 clusters Score -4935024 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4940028.500000 Penalty: 5468.021484
	Iteration 3F: 3 clusters Score -4940028 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4944549.000000 Penalty: 5468.021484
	Iteration 4F: 3 clusters Score -4944549 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4947153.000000 Penalty: 5468.021484
	Iteration 5F: 3 clusters Score -4947153 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -4948247.500000 Penalty: 5468.021484
	Iteration 6Q: 3 clusters Score -4948248 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4948660.000000 Penalty: 5468.021484
	Iteration 7Q: 3 clusters Score -4948660 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -4948966.000000 Penalty: 5468.021484
	Iteration 8Q: 3 clusters Score -4948966 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4949146.500000 Penalty: 5468.021484
	Iteration 9Q: 3 clusters Score -4949146 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -4949320.500000 Penalty: 5468.021484
	Iteration 10Q: 3 clusters Score -4949320 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -4949494.000000 Penalty: 5468.021484
	Iteration 11Q: 3 clusters Score -4949494 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -4949711.500000 Penalty: 5468.021484
	Iteration 12Q: 3 clusters Score -4949712 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -4950041.500000 Penalty: 5468.021484
	Iteration 13Q: 3 clusters Score -4950042 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -4950462.000000 Penalty: 5468.021484
	Iteration 14Q: 3 clusters Score -4950462 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -4951106.500000 Penalty: 5468.021484
	Iteration 15Q: 3 clusters Score -4951106 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -4951850.500000 Penalty: 5468.021484
	Iteration 16Q: 3 clusters Score -4951850 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -4952663.500000 Penalty: 5468.021484
	Iteration 17Q: 3 clusters Score -4952664 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -4953250.000000 Penalty: 5468.021484
	Iteration 18Q: 3 clusters Score -4953250 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -4953664.500000 Penalty: 5468.021484
	Iteration 19Q: 3 clusters Score -4953664 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -4953965.000000 Penalty: 5468.021484
	Iteration 20F: 3 clusters Score -4953965 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -4954173.000000 Penalty: 5468.021484
	Iteration 21Q: 3 clusters Score -4954173 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -4954356.000000 Penalty: 5468.021484
	Iteration 22Q: 3 clusters Score -4954356 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -4954504.000000 Penalty: 5468.021484
	Iteration 23Q: 3 clusters Score -4954504 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -4954543.000000 Penalty: 5468.021484
	Iteration 24Q: 3 clusters Score -4954543 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -4954582.000000 Penalty: 5468.021484
	Iteration 25Q: 3 clusters Score -4954582 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -4954656.000000 Penalty: 5468.021484
	Iteration 26Q: 3 clusters Score -4954656 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -4954689.000000 Penalty: 5468.021484
	Iteration 27Q: 3 clusters Score -4954689 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -4954720.000000 Penalty: 5468.021484
	Iteration 28Q: 3 clusters Score -4954720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -4954740.500000 Penalty: 5468.021484
	Iteration 29Q: 3 clusters Score -4954740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -4954772.000000 Penalty: 5468.021484
	Iteration 30Q: 3 clusters Score -4954772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -4954779.500000 Penalty: 5468.021484
	Iteration 31Q: 3 clusters Score -4954780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -4954802.000000 Penalty: 5468.021484
	Iteration 32Q: 3 clusters Score -4954802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -4954815.500000 Penalty: 5468.021484
	Iteration 33Q: 3 clusters Score -4954816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -4954826.000000 Penalty: 5468.021484
	Iteration 34Q: 3 clusters Score -4954826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -4954830.000000 Penalty: 5468.021484
	Iteration 35Q: 3 clusters Score -4954830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -4954848.000000 Penalty: 5468.021484
	Iteration 36Q: 3 clusters Score -4954848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -4954860.000000 Penalty: 5468.021484
	Iteration 37Q: 3 clusters Score -4954860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -4954866.000000 Penalty: 5468.021484
	Iteration 38Q: 3 clusters Score -4954866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -4954873.000000 Penalty: 5468.021484
	Iteration 39Q: 3 clusters Score -4954873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -4954879.000000 Penalty: 5468.021484
	Iteration 40F: 3 clusters Score -4954879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -4954895.500000 Penalty: 5468.021484
	Iteration 41Q: 3 clusters Score -4954896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -4954906.500000 Penalty: 5468.021484
	Iteration 42Q: 3 clusters Score -4954906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -4954912.000000 Penalty: 5468.021484
	Iteration 43Q: 3 clusters Score -4954912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -4954914.500000 Penalty: 5468.021484
	Iteration 44Q: 3 clusters Score -4954914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -4954923.000000 Penalty: 5468.021484
	Iteration 45Q: 3 clusters Score -4954923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -4954920.500000 Penalty: 5468.021484
	Iteration 46Q: 3 clusters Score -4954920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -4954934.500000 Penalty: 5468.021484
	Iteration 47Q: 3 clusters Score -4954934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -4954946.000000 Penalty: 5468.021484
	Iteration 48Q: 3 clusters Score -4954946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -4954933.500000 Penalty: 5468.021484
	Iteration 49Q: 3 clusters Score -4954934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -4954930.000000 Penalty: 5468.021484
	Iteration 50Q: 3 clusters Score -4954930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -4954939.000000 Penalty: 5468.021484
	Iteration 51Q: 3 clusters Score -4954939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -4954940.000000 Penalty: 5468.021484
	Iteration 52Q: 3 clusters Score -4954940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -4954931.000000 Penalty: 5468.021484
	Iteration 53Q: 3 clusters Score -4954931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -4954937.500000 Penalty: 5468.021484
	Iteration 54Q: 3 clusters Score -4954938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -4954947.500000 Penalty: 5468.021484
	Iteration 55Q: 3 clusters Score -4954948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -4954946.000000 Penalty: 5468.021484
	Iteration 56Q: 3 clusters Score -4954946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -4954948.000000 Penalty: 5468.021484
	Iteration 57Q: 3 clusters Score -4954948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -4954966.500000 Penalty: 5468.021484
	Iteration 58Q: 3 clusters Score -4954966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -4954969.500000 Penalty: 5468.021484
	Iteration 59Q: 3 clusters Score -4954970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -4954948.000000 Penalty: 5468.021484
	Iteration 60F: 3 clusters Score -4954948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -4954948.500000 Penalty: 5468.021484
	Iteration 61Q: 3 clusters Score -4954948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -4954953.000000 Penalty: 5468.021484
	Iteration 62Q: 3 clusters Score -4954953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -4954955.500000 Penalty: 5468.021484
	Iteration 63Q: 3 clusters Score -4954956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -4954961.000000 Penalty: 5468.021484
	Iteration 64Q: 3 clusters Score -4954961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -4954966.500000 Penalty: 5468.021484
	Iteration 65Q: 3 clusters Score -4954966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -4954960.000000 Penalty: 5468.021484
	Iteration 66Q: 3 clusters Score -4954960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -4954975.000000 Penalty: 5468.021484
	Iteration 67Q: 3 clusters Score -4954975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -4954971.000000 Penalty: 5468.021484
	Iteration 68Q: 3 clusters Score -4954971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -4954972.000000 Penalty: 5468.021484
	Iteration 69Q: 3 clusters Score -4954972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -4954971.500000 Penalty: 5468.021484
	Iteration 70Q: 3 clusters Score -4954972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -4954967.500000 Penalty: 5468.021484
	Iteration 71Q: 3 clusters Score -4954968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -4954969.500000 Penalty: 5468.021484
	Iteration 72Q: 3 clusters Score -4954970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -4954971.000000 Penalty: 5468.021484
	Iteration 73Q: 3 clusters Score -4954971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -4954967.000000 Penalty: 5468.021484
	Iteration 74Q: 3 clusters Score -4954967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -4954972.500000 Penalty: 5468.021484
	Iteration 75Q: 3 clusters Score -4954972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -4954972.500000 Penalty: 5468.021484
	Iteration 76F: 3 clusters Score -4954972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Entering Unmasked Estep 
Score: -529928.000000 Penalty: 2201.175293
	Iteration 0F: 2 clusters Score -529928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -524139.531250 Penalty: 4402.350586
	Iteration 0F: 3 clusters Score -524139.5 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -526237.812500 Penalty: 4402.350586
	Iteration 1F: 3 clusters Score -526237.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -527415.250000 Penalty: 4402.350586
	Iteration 2F: 3 clusters Score -527415.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -528359.437500 Penalty: 4402.350586
	Iteration 3F: 3 clusters Score -528359.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -528839.000000 Penalty: 4402.350586
	Iteration 4F: 3 clusters Score -528839 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -529166.437500 Penalty: 4402.350586
	Iteration 5F: 3 clusters Score -529166.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -529481.812500 Penalty: 4402.350586
	Iteration 6Q: 3 clusters Score -529481.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -529862.562500 Penalty: 4402.350586
	Iteration 7Q: 3 clusters Score -529862.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -530313.937500 Penalty: 4402.350586
	Iteration 8Q: 3 clusters Score -530313.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -530969.812500 Penalty: 4402.350586
	Iteration 9F: 3 clusters Score -530969.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -531497.500000 Penalty: 4402.350586
	Iteration 10Q: 3 clusters Score -531497.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -531670.375000 Penalty: 4402.350586
	Iteration 11Q: 3 clusters Score -531670.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -531719.375000 Penalty: 4402.350586
	Iteration 12Q: 3 clusters Score -531719.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -531738.375000 Penalty: 4402.350586
	Iteration 13Q: 3 clusters Score -531738.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -531749.500000 Penalty: 4402.350586
	Iteration 14Q: 3 clusters Score -531749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -531753.500000 Penalty: 4402.350586
	Iteration 15Q: 3 clusters Score -531753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -531757.312500 Penalty: 4402.350586
	Iteration 16Q: 3 clusters Score -531757.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -531760.312500 Penalty: 4402.350586
	Iteration 17Q: 3 clusters Score -531760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -531761.187500 Penalty: 4402.350586
	Iteration 18Q: 3 clusters Score -531761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -531761.500000 Penalty: 4402.350586
	Iteration 19Q: 3 clusters Score -531761.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -531762.062500 Penalty: 4402.350586
	Iteration 20F: 3 clusters Score -531762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -531762.625000 Penalty: 4402.350586
	Iteration 21Q: 3 clusters Score -531762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -531762.625000 Penalty: 4402.350586
	Iteration 22F: 3 clusters Score -531762.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 7473 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Entering Unmasked Estep 
Score: -150691472.000000 Penalty: 192734.187500
Splitting cluster 23 changes total score from -150663792.000000 to -150691472.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 24 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -577674.750000 Penalty: 2211.924805
	Iteration 0F: 2 clusters Score -577674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -571521.500000 Penalty: 4423.849609
	Iteration 0F: 3 clusters Score -571521.5 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -573459.750000 Penalty: 4423.849609
	Iteration 1F: 3 clusters Score -573459.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -574266.312500 Penalty: 4423.849609
	Iteration 2F: 3 clusters Score -574266.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -575394.000000 Penalty: 4423.849609
	Iteration 3F: 3 clusters Score -575394 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -576732.062500 Penalty: 4423.849609
	Iteration 4F: 3 clusters Score -576732.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -577674.937500 Penalty: 4423.849609
	Iteration 5F: 3 clusters Score -577674.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -578109.562500 Penalty: 4423.849609
	Iteration 6F: 3 clusters Score -578109.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -578300.562500 Penalty: 4423.849609
	Iteration 7Q: 3 clusters Score -578300.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -578395.312500 Penalty: 4423.849609
	Iteration 8Q: 3 clusters Score -578395.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -578455.750000 Penalty: 4423.849609
	Iteration 9Q: 3 clusters Score -578455.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -578500.812500 Penalty: 4423.849609
	Iteration 10Q: 3 clusters Score -578500.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -578532.812500 Penalty: 4423.849609
	Iteration 11Q: 3 clusters Score -578532.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -578557.250000 Penalty: 4423.849609
	Iteration 12Q: 3 clusters Score -578557.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -578571.312500 Penalty: 4423.849609
	Iteration 13Q: 3 clusters Score -578571.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -578580.437500 Penalty: 4423.849609
	Iteration 14Q: 3 clusters Score -578580.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -578589.937500 Penalty: 4423.849609
	Iteration 15Q: 3 clusters Score -578589.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -578602.187500 Penalty: 4423.849609
	Iteration 16Q: 3 clusters Score -578602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -578607.500000 Penalty: 4423.849609
	Iteration 17Q: 3 clusters Score -578607.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -578611.312500 Penalty: 4423.849609
	Iteration 18Q: 3 clusters Score -578611.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -578616.875000 Penalty: 4423.849609
	Iteration 19Q: 3 clusters Score -578616.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -578617.500000 Penalty: 4423.849609
	Iteration 20F: 3 clusters Score -578617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -578620.250000 Penalty: 4423.849609
	Iteration 21Q: 3 clusters Score -578620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -578620.312500 Penalty: 4423.849609
	Iteration 22Q: 3 clusters Score -578620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -578622.062500 Penalty: 4423.849609
	Iteration 23Q: 3 clusters Score -578622.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -578624.250000 Penalty: 4423.849609
	Iteration 24Q: 3 clusters Score -578624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -578625.937500 Penalty: 4423.849609
	Iteration 25Q: 3 clusters Score -578625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -578627.750000 Penalty: 4423.849609
	Iteration 26Q: 3 clusters Score -578627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -578628.375000 Penalty: 4423.849609
	Iteration 27Q: 3 clusters Score -578628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -578627.625000 Penalty: 4423.849609
	Iteration 28Q: 3 clusters Score -578627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -578630.500000 Penalty: 4423.849609
	Iteration 29Q: 3 clusters Score -578630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -578632.437500 Penalty: 4423.849609
	Iteration 30Q: 3 clusters Score -578632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -578637.437500 Penalty: 4423.849609
	Iteration 31Q: 3 clusters Score -578637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -578639.375000 Penalty: 4423.849609
	Iteration 32Q: 3 clusters Score -578639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -578642.812500 Penalty: 4423.849609
	Iteration 33Q: 3 clusters Score -578642.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -578647.625000 Penalty: 4423.849609
	Iteration 34Q: 3 clusters Score -578647.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -578652.187500 Penalty: 4423.849609
	Iteration 35Q: 3 clusters Score -578652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -578656.937500 Penalty: 4423.849609
	Iteration 36Q: 3 clusters Score -578656.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -578662.500000 Penalty: 4423.849609
	Iteration 37Q: 3 clusters Score -578662.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -578666.750000 Penalty: 4423.849609
	Iteration 38Q: 3 clusters Score -578666.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -578669.687500 Penalty: 4423.849609
	Iteration 39Q: 3 clusters Score -578669.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -578676.062500 Penalty: 4423.849609
	Iteration 40F: 3 clusters Score -578676.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -578681.187500 Penalty: 4423.849609
	Iteration 41Q: 3 clusters Score -578681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -578687.750000 Penalty: 4423.849609
	Iteration 42Q: 3 clusters Score -578687.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -578701.187500 Penalty: 4423.849609
	Iteration 43Q: 3 clusters Score -578701.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -578711.312500 Penalty: 4423.849609
	Iteration 44Q: 3 clusters Score -578711.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -578725.250000 Penalty: 4423.849609
	Iteration 45Q: 3 clusters Score -578725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -578739.250000 Penalty: 4423.849609
	Iteration 46Q: 3 clusters Score -578739.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -578751.812500 Penalty: 4423.849609
	Iteration 47Q: 3 clusters Score -578751.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -578763.187500 Penalty: 4423.849609
	Iteration 48Q: 3 clusters Score -578763.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -578774.125000 Penalty: 4423.849609
	Iteration 49Q: 3 clusters Score -578774.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -578788.000000 Penalty: 4423.849609
	Iteration 50Q: 3 clusters Score -578788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -578802.562500 Penalty: 4423.849609
	Iteration 51Q: 3 clusters Score -578802.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -578815.562500 Penalty: 4423.849609
	Iteration 52Q: 3 clusters Score -578815.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -578837.562500 Penalty: 4423.849609
	Iteration 53Q: 3 clusters Score -578837.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -578852.625000 Penalty: 4423.849609
	Iteration 54Q: 3 clusters Score -578852.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -578871.812500 Penalty: 4423.849609
	Iteration 55Q: 3 clusters Score -578871.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -578884.312500 Penalty: 4423.849609
	Iteration 56Q: 3 clusters Score -578884.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -578898.062500 Penalty: 4423.849609
	Iteration 57Q: 3 clusters Score -578898.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -578910.562500 Penalty: 4423.849609
	Iteration 58Q: 3 clusters Score -578910.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -578919.812500 Penalty: 4423.849609
	Iteration 59Q: 3 clusters Score -578919.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -578925.375000 Penalty: 4423.849609
	Iteration 60F: 3 clusters Score -578925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -578924.625000 Penalty: 4423.849609
	Iteration 61Q: 3 clusters Score -578924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -578927.187500 Penalty: 4423.849609
	Iteration 62Q: 3 clusters Score -578927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -578927.625000 Penalty: 4423.849609
	Iteration 63Q: 3 clusters Score -578927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -578928.187500 Penalty: 4423.849609
	Iteration 64Q: 3 clusters Score -578928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -578929.000000 Penalty: 4423.849609
	Iteration 65Q: 3 clusters Score -578929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -578928.250000 Penalty: 4423.849609
	Iteration 66Q: 3 clusters Score -578928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -578928.875000 Penalty: 4423.849609
	Iteration 67Q: 3 clusters Score -578928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -578928.687500 Penalty: 4423.849609
	Iteration 68Q: 3 clusters Score -578928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -578928.687500 Penalty: 4423.849609
	Iteration 69F: 3 clusters Score -578928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 5390 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Entering Unmasked Estep 
Score: -150691760.000000 Penalty: 196303.343750
Splitting cluster 24 changes total score from -150663792.000000 to -150691760.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 25 (5390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Entering Unmasked Estep 
Score: -414807.937500 Penalty: 2130.890625
	Iteration 0F: 2 clusters Score -414807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -410029.843750 Penalty: 4261.781250
	Iteration 0F: 3 clusters Score -410029.8 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -411290.156250 Penalty: 4261.781250
	Iteration 1F: 3 clusters Score -411290.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -411841.812500 Penalty: 4261.781250
	Iteration 2F: 3 clusters Score -411841.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -412665.468750 Penalty: 4261.781250
	Iteration 3F: 3 clusters Score -412665.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -413522.375000 Penalty: 4261.781250
	Iteration 4F: 3 clusters Score -413522.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -414107.718750 Penalty: 4261.781250
	Iteration 5F: 3 clusters Score -414107.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -414458.187500 Penalty: 4261.781250
	Iteration 6F: 3 clusters Score -414458.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414659.093750 Penalty: 4261.781250
	Iteration 7Q: 3 clusters Score -414659.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -414798.312500 Penalty: 4261.781250
	Iteration 8Q: 3 clusters Score -414798.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -414900.281250 Penalty: 4261.781250
	Iteration 9Q: 3 clusters Score -414900.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -414971.062500 Penalty: 4261.781250
	Iteration 10Q: 3 clusters Score -414971.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -415010.062500 Penalty: 4261.781250
	Iteration 11Q: 3 clusters Score -415010.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -415034.562500 Penalty: 4261.781250
	Iteration 12Q: 3 clusters Score -415034.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -415048.750000 Penalty: 4261.781250
	Iteration 13Q: 3 clusters Score -415048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -415055.468750 Penalty: 4261.781250
	Iteration 14Q: 3 clusters Score -415055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -415057.593750 Penalty: 4261.781250
	Iteration 15Q: 3 clusters Score -415057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -415060.187500 Penalty: 4261.781250
	Iteration 16Q: 3 clusters Score -415060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -415060.625000 Penalty: 4261.781250
	Iteration 17Q: 3 clusters Score -415060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -415062.125000 Penalty: 4261.781250
	Iteration 18Q: 3 clusters Score -415062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -415062.000000 Penalty: 4261.781250
	Iteration 19Q: 3 clusters Score -415062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -415062.625000 Penalty: 4261.781250
	Iteration 20F: 3 clusters Score -415062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -415063.406250 Penalty: 4261.781250
	Iteration 21Q: 3 clusters Score -415063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -415063.875000 Penalty: 4261.781250
	Iteration 22Q: 3 clusters Score -415063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -415063.875000 Penalty: 4261.781250
	Iteration 23F: 3 clusters Score -415063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Mstep: Class 56 contains 1377 members 
Entering Unmasked Estep 
Score: -150690816.000000 Penalty: 199872.500000
Splitting cluster 25 changes total score from -150663792.000000 to -150690816.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 26 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -720900.812500 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -720900.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -714637.062500 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -714637.1 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -717148.250000 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -717148.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -718745.500000 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -718745.5 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -720359.875000 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -720359.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -721370.937500 Penalty: 4455.537109
	Iteration 4F: 3 clusters Score -721370.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -721755.875000 Penalty: 4455.537109
	Iteration 5F: 3 clusters Score -721755.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -721890.250000 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -721890.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -721951.375000 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -721951.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -722004.875000 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -722004.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -722063.312500 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -722063.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -722149.375000 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -722149.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -722271.625000 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -722271.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -722454.625000 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -722454.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -722693.062500 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -722693.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -722951.625000 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -722951.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -723202.687500 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -723202.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -723360.750000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -723360.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -723498.062500 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -723498.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -723585.250000 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -723585.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -723681.750000 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -723681.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -723747.312500 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -723747.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -723799.375000 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -723799.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -723836.812500 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -723836.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -723854.312500 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -723854.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -723865.500000 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -723865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -723868.562500 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -723868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -723871.187500 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -723871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -723871.562500 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -723871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -723873.750000 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -723873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -723873.937500 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -723873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -723874.812500 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -723874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -723874.812500 Penalty: 4455.537109
	Iteration 31F: 3 clusters Score -723874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Mstep: Class 56 contains 1377 members 
Mstep: Class 57 contains 1317 members 
Entering Unmasked Estep 
Score: -150692864.000000 Penalty: 203441.640625
Splitting cluster 26 changes total score from -150663792.000000 to -150692864.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 27 (14500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Entering Unmasked Estep 
Score: -995125.000000 Penalty: 2376.312012
	Iteration 0F: 2 clusters Score -995125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -984702.187500 Penalty: 4752.624023
	Iteration 0F: 3 clusters Score -984702.2 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -988172.562500 Penalty: 4752.624023
	Iteration 1F: 3 clusters Score -988172.6 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -988668.812500 Penalty: 4752.624023
	Iteration 2F: 3 clusters Score -988668.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -989156.312500 Penalty: 4752.624023
	Iteration 3F: 3 clusters Score -989156.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -989641.187500 Penalty: 4752.624023
	Iteration 4F: 3 clusters Score -989641.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -990135.625000 Penalty: 4752.624023
	Iteration 5F: 3 clusters Score -990135.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -990593.562500 Penalty: 4752.624023
	Iteration 6F: 3 clusters Score -990593.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -991043.437500 Penalty: 4752.624023
	Iteration 7Q: 3 clusters Score -991043.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -991402.812500 Penalty: 4752.624023
	Iteration 8Q: 3 clusters Score -991402.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -991707.187500 Penalty: 4752.624023
	Iteration 9Q: 3 clusters Score -991707.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -991961.687500 Penalty: 4752.624023
	Iteration 10Q: 3 clusters Score -991961.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -992194.500000 Penalty: 4752.624023
	Iteration 11Q: 3 clusters Score -992194.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -992403.937500 Penalty: 4752.624023
	Iteration 12Q: 3 clusters Score -992403.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -992598.312500 Penalty: 4752.624023
	Iteration 13Q: 3 clusters Score -992598.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -992780.687500 Penalty: 4752.624023
	Iteration 14Q: 3 clusters Score -992780.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -992958.375000 Penalty: 4752.624023
	Iteration 15Q: 3 clusters Score -992958.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -993135.375000 Penalty: 4752.624023
	Iteration 16Q: 3 clusters Score -993135.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -993258.187500 Penalty: 4752.624023
	Iteration 17Q: 3 clusters Score -993258.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -993353.125000 Penalty: 4752.624023
	Iteration 18Q: 3 clusters Score -993353.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -993436.375000 Penalty: 4752.624023
	Iteration 19Q: 3 clusters Score -993436.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -993502.625000 Penalty: 4752.624023
	Iteration 20F: 3 clusters Score -993502.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -993575.125000 Penalty: 4752.624023
	Iteration 21Q: 3 clusters Score -993575.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -993644.750000 Penalty: 4752.624023
	Iteration 22Q: 3 clusters Score -993644.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -993717.250000 Penalty: 4752.624023
	Iteration 23Q: 3 clusters Score -993717.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -993796.125000 Penalty: 4752.624023
	Iteration 24Q: 3 clusters Score -993796.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -993864.000000 Penalty: 4752.624023
	Iteration 25Q: 3 clusters Score -993864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -993920.062500 Penalty: 4752.624023
	Iteration 26Q: 3 clusters Score -993920.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -993966.625000 Penalty: 4752.624023
	Iteration 27Q: 3 clusters Score -993966.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -993998.375000 Penalty: 4752.624023
	Iteration 28Q: 3 clusters Score -993998.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -994020.000000 Penalty: 4752.624023
	Iteration 29Q: 3 clusters Score -994020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -994034.250000 Penalty: 4752.624023
	Iteration 30Q: 3 clusters Score -994034.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -994054.062500 Penalty: 4752.624023
	Iteration 31Q: 3 clusters Score -994054.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -994074.062500 Penalty: 4752.624023
	Iteration 32Q: 3 clusters Score -994074.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -994092.000000 Penalty: 4752.624023
	Iteration 33Q: 3 clusters Score -994092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -994105.437500 Penalty: 4752.624023
	Iteration 34Q: 3 clusters Score -994105.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -994119.687500 Penalty: 4752.624023
	Iteration 35Q: 3 clusters Score -994119.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -994138.437500 Penalty: 4752.624023
	Iteration 36Q: 3 clusters Score -994138.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -994190.187500 Penalty: 4752.624023
	Iteration 37Q: 3 clusters Score -994190.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -994338.312500 Penalty: 4752.624023
	Iteration 38Q: 3 clusters Score -994338.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -994492.187500 Penalty: 4752.624023
	Iteration 39Q: 3 clusters Score -994492.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -994538.187500 Penalty: 4752.624023
	Iteration 40F: 3 clusters Score -994538.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -994565.375000 Penalty: 4752.624023
	Iteration 41Q: 3 clusters Score -994565.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -994581.437500 Penalty: 4752.624023
	Iteration 42Q: 3 clusters Score -994581.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -994599.062500 Penalty: 4752.624023
	Iteration 43Q: 3 clusters Score -994599.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -994613.812500 Penalty: 4752.624023
	Iteration 44Q: 3 clusters Score -994613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -994621.250000 Penalty: 4752.624023
	Iteration 45Q: 3 clusters Score -994621.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -994622.812500 Penalty: 4752.624023
	Iteration 46Q: 3 clusters Score -994622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -994626.750000 Penalty: 4752.624023
	Iteration 47Q: 3 clusters Score -994626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -994630.562500 Penalty: 4752.624023
	Iteration 48Q: 3 clusters Score -994630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -994633.562500 Penalty: 4752.624023
	Iteration 49Q: 3 clusters Score -994633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -994634.625000 Penalty: 4752.624023
	Iteration 50Q: 3 clusters Score -994634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -994636.687500 Penalty: 4752.624023
	Iteration 51Q: 3 clusters Score -994636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -994634.812500 Penalty: 4752.624023
	Iteration 52Q: 3 clusters Score -994634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -994635.625000 Penalty: 4752.624023
	Iteration 53Q: 3 clusters Score -994635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -994642.125000 Penalty: 4752.624023
	Iteration 54Q: 3 clusters Score -994642.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -994648.500000 Penalty: 4752.624023
	Iteration 55Q: 3 clusters Score -994648.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -994656.750000 Penalty: 4752.624023
	Iteration 56Q: 3 clusters Score -994656.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -994663.312500 Penalty: 4752.624023
	Iteration 57Q: 3 clusters Score -994663.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -994666.437500 Penalty: 4752.624023
	Iteration 58Q: 3 clusters Score -994666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -994669.687500 Penalty: 4752.624023
	Iteration 59Q: 3 clusters Score -994669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -994669.562500 Penalty: 4752.624023
	Iteration 60F: 3 clusters Score -994669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -994670.500000 Penalty: 4752.624023
	Iteration 61Q: 3 clusters Score -994670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -994671.125000 Penalty: 4752.624023
	Iteration 62Q: 3 clusters Score -994671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -994671.125000 Penalty: 4752.624023
	Iteration 63F: 3 clusters Score -994671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Entering Unmasked Estep 
Score: -827323.500000 Penalty: 2256.847168
	Iteration 0F: 2 clusters Score -827323.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -820319.812500 Penalty: 4513.694336
	Iteration 0F: 3 clusters Score -820319.8 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -822558.250000 Penalty: 4513.694336
	Iteration 1F: 3 clusters Score -822558.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -823206.187500 Penalty: 4513.694336
	Iteration 2F: 3 clusters Score -823206.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -823999.562500 Penalty: 4513.694336
	Iteration 3F: 3 clusters Score -823999.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -825041.750000 Penalty: 4513.694336
	Iteration 4F: 3 clusters Score -825041.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -826235.437500 Penalty: 4513.694336
	Iteration 5F: 3 clusters Score -826235.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -827243.312500 Penalty: 4513.694336
	Iteration 6F: 3 clusters Score -827243.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -827877.000000 Penalty: 4513.694336
	Iteration 7F: 3 clusters Score -827877 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -828187.375000 Penalty: 4513.694336
	Iteration 8Q: 3 clusters Score -828187.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -828403.250000 Penalty: 4513.694336
	Iteration 9Q: 3 clusters Score -828403.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -828530.000000 Penalty: 4513.694336
	Iteration 10Q: 3 clusters Score -828530 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -828613.625000 Penalty: 4513.694336
	Iteration 11Q: 3 clusters Score -828613.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -828690.562500 Penalty: 4513.694336
	Iteration 12Q: 3 clusters Score -828690.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -828756.687500 Penalty: 4513.694336
	Iteration 13Q: 3 clusters Score -828756.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -828812.250000 Penalty: 4513.694336
	Iteration 14Q: 3 clusters Score -828812.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -828869.812500 Penalty: 4513.694336
	Iteration 15Q: 3 clusters Score -828869.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -828922.125000 Penalty: 4513.694336
	Iteration 16Q: 3 clusters Score -828922.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -828967.125000 Penalty: 4513.694336
	Iteration 17Q: 3 clusters Score -828967.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -829009.250000 Penalty: 4513.694336
	Iteration 18Q: 3 clusters Score -829009.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -829037.312500 Penalty: 4513.694336
	Iteration 19Q: 3 clusters Score -829037.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -829065.187500 Penalty: 4513.694336
	Iteration 20F: 3 clusters Score -829065.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -829086.687500 Penalty: 4513.694336
	Iteration 21Q: 3 clusters Score -829086.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -829109.375000 Penalty: 4513.694336
	Iteration 22Q: 3 clusters Score -829109.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -829120.062500 Penalty: 4513.694336
	Iteration 23Q: 3 clusters Score -829120.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -829129.687500 Penalty: 4513.694336
	Iteration 24Q: 3 clusters Score -829129.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -829140.937500 Penalty: 4513.694336
	Iteration 25Q: 3 clusters Score -829140.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -829147.250000 Penalty: 4513.694336
	Iteration 26Q: 3 clusters Score -829147.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -829155.187500 Penalty: 4513.694336
	Iteration 27Q: 3 clusters Score -829155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -829165.625000 Penalty: 4513.694336
	Iteration 28Q: 3 clusters Score -829165.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -829175.187500 Penalty: 4513.694336
	Iteration 29Q: 3 clusters Score -829175.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -829186.750000 Penalty: 4513.694336
	Iteration 30Q: 3 clusters Score -829186.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -829202.437500 Penalty: 4513.694336
	Iteration 31Q: 3 clusters Score -829202.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -829223.500000 Penalty: 4513.694336
	Iteration 32Q: 3 clusters Score -829223.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -829245.062500 Penalty: 4513.694336
	Iteration 33Q: 3 clusters Score -829245.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -829266.437500 Penalty: 4513.694336
	Iteration 34Q: 3 clusters Score -829266.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -829300.750000 Penalty: 4513.694336
	Iteration 35Q: 3 clusters Score -829300.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -829330.187500 Penalty: 4513.694336
	Iteration 36Q: 3 clusters Score -829330.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -829351.562500 Penalty: 4513.694336
	Iteration 37Q: 3 clusters Score -829351.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -829367.812500 Penalty: 4513.694336
	Iteration 38Q: 3 clusters Score -829367.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -829377.375000 Penalty: 4513.694336
	Iteration 39Q: 3 clusters Score -829377.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -829388.812500 Penalty: 4513.694336
	Iteration 40F: 3 clusters Score -829388.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -829395.500000 Penalty: 4513.694336
	Iteration 41Q: 3 clusters Score -829395.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -829399.750000 Penalty: 4513.694336
	Iteration 42Q: 3 clusters Score -829399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -829401.437500 Penalty: 4513.694336
	Iteration 43Q: 3 clusters Score -829401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -829404.937500 Penalty: 4513.694336
	Iteration 44Q: 3 clusters Score -829404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -829405.750000 Penalty: 4513.694336
	Iteration 45Q: 3 clusters Score -829405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -829406.750000 Penalty: 4513.694336
	Iteration 46Q: 3 clusters Score -829406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -829407.312500 Penalty: 4513.694336
	Iteration 47Q: 3 clusters Score -829407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -829405.187500 Penalty: 4513.694336
	Iteration 48Q: 3 clusters Score -829405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -829406.125000 Penalty: 4513.694336
	Iteration 49Q: 3 clusters Score -829406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -829405.750000 Penalty: 4513.694336
	Iteration 50Q: 3 clusters Score -829405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -829406.437500 Penalty: 4513.694336
	Iteration 51Q: 3 clusters Score -829406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -829405.750000 Penalty: 4513.694336
	Iteration 52Q: 3 clusters Score -829405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -829408.000000 Penalty: 4513.694336
	Iteration 53Q: 3 clusters Score -829408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -829404.812500 Penalty: 4513.694336
	Iteration 54Q: 3 clusters Score -829404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -829404.812500 Penalty: 4513.694336
	Iteration 55F: 3 clusters Score -829404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 3305 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Mstep: Class 56 contains 1377 members 
Mstep: Class 57 contains 1317 members 
Mstep: Class 58 contains 5481 members 
Entering Unmasked Estep 
Score: -150693488.000000 Penalty: 207010.796875
Splitting cluster 28 changes total score from -150663792.000000 to -150693488.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 29 (19345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Entering Unmasked Estep 
Score: -1556323.375000 Penalty: 2447.807129
	Iteration 0F: 2 clusters Score -1556323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1542792.375000 Penalty: 4895.614258
	Iteration 0F: 3 clusters Score -1542792 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1547286.875000 Penalty: 4895.614258
	Iteration 1F: 3 clusters Score -1547287 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1547673.000000 Penalty: 4895.614258
	Iteration 2F: 3 clusters Score -1547673 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1547983.875000 Penalty: 4895.614258
	Iteration 3Q: 3 clusters Score -1547984 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1548309.625000 Penalty: 4895.614258
	Iteration 4Q: 3 clusters Score -1548310 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1548746.750000 Penalty: 4895.614258
	Iteration 5Q: 3 clusters Score -1548747 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1549472.750000 Penalty: 4895.614258
	Iteration 6F: 3 clusters Score -1549473 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1550552.625000 Penalty: 4895.614258
	Iteration 7F: 3 clusters Score -1550553 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1551923.500000 Penalty: 4895.614258
	Iteration 8F: 3 clusters Score -1551924 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1553058.875000 Penalty: 4895.614258
	Iteration 9F: 3 clusters Score -1553059 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1553757.125000 Penalty: 4895.614258
	Iteration 10F: 3 clusters Score -1553757 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1554107.250000 Penalty: 4895.614258
	Iteration 11Q: 3 clusters Score -1554107 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1554273.750000 Penalty: 4895.614258
	Iteration 12Q: 3 clusters Score -1554274 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1554364.875000 Penalty: 4895.614258
	Iteration 13Q: 3 clusters Score -1554365 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1554409.125000 Penalty: 4895.614258
	Iteration 14Q: 3 clusters Score -1554409 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1554445.375000 Penalty: 4895.614258
	Iteration 15Q: 3 clusters Score -1554445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1554458.625000 Penalty: 4895.614258
	Iteration 16Q: 3 clusters Score -1554459 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1554480.875000 Penalty: 4895.614258
	Iteration 17Q: 3 clusters Score -1554481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1554490.750000 Penalty: 4895.614258
	Iteration 18Q: 3 clusters Score -1554491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1554498.875000 Penalty: 4895.614258
	Iteration 19Q: 3 clusters Score -1554499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1554504.500000 Penalty: 4895.614258
	Iteration 20F: 3 clusters Score -1554504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1554506.000000 Penalty: 4895.614258
	Iteration 21Q: 3 clusters Score -1554506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1554508.625000 Penalty: 4895.614258
	Iteration 22Q: 3 clusters Score -1554509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1554509.375000 Penalty: 4895.614258
	Iteration 23Q: 3 clusters Score -1554509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1554517.500000 Penalty: 4895.614258
	Iteration 24Q: 3 clusters Score -1554518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1554520.250000 Penalty: 4895.614258
	Iteration 25Q: 3 clusters Score -1554520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1554525.375000 Penalty: 4895.614258
	Iteration 26Q: 3 clusters Score -1554525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1554526.875000 Penalty: 4895.614258
	Iteration 27Q: 3 clusters Score -1554527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1554527.250000 Penalty: 4895.614258
	Iteration 28Q: 3 clusters Score -1554527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1554533.125000 Penalty: 4895.614258
	Iteration 29Q: 3 clusters Score -1554533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1554536.000000 Penalty: 4895.614258
	Iteration 30Q: 3 clusters Score -1554536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1554539.500000 Penalty: 4895.614258
	Iteration 31Q: 3 clusters Score -1554540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1554539.625000 Penalty: 4895.614258
	Iteration 32Q: 3 clusters Score -1554540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1554543.000000 Penalty: 4895.614258
	Iteration 33Q: 3 clusters Score -1554543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1554541.875000 Penalty: 4895.614258
	Iteration 34Q: 3 clusters Score -1554542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1554545.125000 Penalty: 4895.614258
	Iteration 35Q: 3 clusters Score -1554545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1554543.500000 Penalty: 4895.614258
	Iteration 36Q: 3 clusters Score -1554544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1554544.750000 Penalty: 4895.614258
	Iteration 37Q: 3 clusters Score -1554545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1554545.250000 Penalty: 4895.614258
	Iteration 38Q: 3 clusters Score -1554545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1554546.250000 Penalty: 4895.614258
	Iteration 39Q: 3 clusters Score -1554546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1554546.250000 Penalty: 4895.614258
	Iteration 40F: 3 clusters Score -1554546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Entering Unmasked Estep 
Score: -1191735.125000 Penalty: 2322.846680
	Iteration 0F: 2 clusters Score -1191735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1182950.375000 Penalty: 4645.693359
	Iteration 0F: 3 clusters Score -1182950 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1185711.250000 Penalty: 4645.693359
	Iteration 1F: 3 clusters Score -1185711 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1186168.625000 Penalty: 4645.693359
	Iteration 2F: 3 clusters Score -1186169 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1186573.250000 Penalty: 4645.693359
	Iteration 3F: 3 clusters Score -1186573 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1187027.500000 Penalty: 4645.693359
	Iteration 4F: 3 clusters Score -1187028 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1187590.000000 Penalty: 4645.693359
	Iteration 5F: 3 clusters Score -1187590 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1188309.125000 Penalty: 4645.693359
	Iteration 6F: 3 clusters Score -1188309 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1189109.875000 Penalty: 4645.693359
	Iteration 7F: 3 clusters Score -1189110 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1189755.625000 Penalty: 4645.693359
	Iteration 8F: 3 clusters Score -1189756 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1190151.875000 Penalty: 4645.693359
	Iteration 9F: 3 clusters Score -1190152 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1190375.750000 Penalty: 4645.693359
	Iteration 10Q: 3 clusters Score -1190376 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1190509.000000 Penalty: 4645.693359
	Iteration 11Q: 3 clusters Score -1190509 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1190584.000000 Penalty: 4645.693359
	Iteration 12Q: 3 clusters Score -1190584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1190629.000000 Penalty: 4645.693359
	Iteration 13Q: 3 clusters Score -1190629 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1190669.625000 Penalty: 4645.693359
	Iteration 14Q: 3 clusters Score -1190670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1190696.875000 Penalty: 4645.693359
	Iteration 15Q: 3 clusters Score -1190697 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1190724.125000 Penalty: 4645.693359
	Iteration 16Q: 3 clusters Score -1190724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1190738.250000 Penalty: 4645.693359
	Iteration 17Q: 3 clusters Score -1190738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1190759.750000 Penalty: 4645.693359
	Iteration 18Q: 3 clusters Score -1190760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1190768.500000 Penalty: 4645.693359
	Iteration 19Q: 3 clusters Score -1190768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1190779.000000 Penalty: 4645.693359
	Iteration 20F: 3 clusters Score -1190779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1190788.625000 Penalty: 4645.693359
	Iteration 21Q: 3 clusters Score -1190789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1190793.625000 Penalty: 4645.693359
	Iteration 22Q: 3 clusters Score -1190794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1190801.625000 Penalty: 4645.693359
	Iteration 23Q: 3 clusters Score -1190802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1190808.000000 Penalty: 4645.693359
	Iteration 24Q: 3 clusters Score -1190808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1190813.750000 Penalty: 4645.693359
	Iteration 25Q: 3 clusters Score -1190814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1190822.500000 Penalty: 4645.693359
	Iteration 26Q: 3 clusters Score -1190822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1190831.250000 Penalty: 4645.693359
	Iteration 27Q: 3 clusters Score -1190831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1190837.000000 Penalty: 4645.693359
	Iteration 28Q: 3 clusters Score -1190837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1190843.000000 Penalty: 4645.693359
	Iteration 29Q: 3 clusters Score -1190843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1190847.500000 Penalty: 4645.693359
	Iteration 30Q: 3 clusters Score -1190848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1190850.750000 Penalty: 4645.693359
	Iteration 31Q: 3 clusters Score -1190851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1190859.000000 Penalty: 4645.693359
	Iteration 32Q: 3 clusters Score -1190859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1190860.000000 Penalty: 4645.693359
	Iteration 33Q: 3 clusters Score -1190860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1190866.500000 Penalty: 4645.693359
	Iteration 34Q: 3 clusters Score -1190866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1190870.375000 Penalty: 4645.693359
	Iteration 35Q: 3 clusters Score -1190870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1190872.500000 Penalty: 4645.693359
	Iteration 36Q: 3 clusters Score -1190872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1190875.875000 Penalty: 4645.693359
	Iteration 37Q: 3 clusters Score -1190876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1190878.625000 Penalty: 4645.693359
	Iteration 38Q: 3 clusters Score -1190879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1190878.875000 Penalty: 4645.693359
	Iteration 39Q: 3 clusters Score -1190879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1190883.625000 Penalty: 4645.693359
	Iteration 40F: 3 clusters Score -1190884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1190884.875000 Penalty: 4645.693359
	Iteration 41Q: 3 clusters Score -1190885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1190888.125000 Penalty: 4645.693359
	Iteration 42Q: 3 clusters Score -1190888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1190892.500000 Penalty: 4645.693359
	Iteration 43Q: 3 clusters Score -1190892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1190896.125000 Penalty: 4645.693359
	Iteration 44Q: 3 clusters Score -1190896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1190899.625000 Penalty: 4645.693359
	Iteration 45Q: 3 clusters Score -1190900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1190901.000000 Penalty: 4645.693359
	Iteration 46Q: 3 clusters Score -1190901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1190903.125000 Penalty: 4645.693359
	Iteration 47Q: 3 clusters Score -1190903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1190909.625000 Penalty: 4645.693359
	Iteration 48Q: 3 clusters Score -1190910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1190912.375000 Penalty: 4645.693359
	Iteration 49Q: 3 clusters Score -1190912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1190917.375000 Penalty: 4645.693359
	Iteration 50Q: 3 clusters Score -1190917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1190921.375000 Penalty: 4645.693359
	Iteration 51Q: 3 clusters Score -1190921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1190924.000000 Penalty: 4645.693359
	Iteration 52Q: 3 clusters Score -1190924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1190924.000000 Penalty: 4645.693359
	Iteration 53Q: 3 clusters Score -1190924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1190929.500000 Penalty: 4645.693359
	Iteration 54Q: 3 clusters Score -1190930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1190928.750000 Penalty: 4645.693359
	Iteration 55Q: 3 clusters Score -1190929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1190931.625000 Penalty: 4645.693359
	Iteration 56Q: 3 clusters Score -1190932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1190932.750000 Penalty: 4645.693359
	Iteration 57Q: 3 clusters Score -1190933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1190934.250000 Penalty: 4645.693359
	Iteration 58Q: 3 clusters Score -1190934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1190935.000000 Penalty: 4645.693359
	Iteration 59Q: 3 clusters Score -1190935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1190935.500000 Penalty: 4645.693359
	Iteration 60F: 3 clusters Score -1190936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1190934.500000 Penalty: 4645.693359
	Iteration 61Q: 3 clusters Score -1190934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1190937.125000 Penalty: 4645.693359
	Iteration 62Q: 3 clusters Score -1190937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1190938.250000 Penalty: 4645.693359
	Iteration 63Q: 3 clusters Score -1190938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1190939.125000 Penalty: 4645.693359
	Iteration 64Q: 3 clusters Score -1190939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1190941.375000 Penalty: 4645.693359
	Iteration 65Q: 3 clusters Score -1190941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1190940.750000 Penalty: 4645.693359
	Iteration 66Q: 3 clusters Score -1190941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1190940.250000 Penalty: 4645.693359
	Iteration 67Q: 3 clusters Score -1190940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1190942.125000 Penalty: 4645.693359
	Iteration 68Q: 3 clusters Score -1190942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1190941.000000 Penalty: 4645.693359
	Iteration 69Q: 3 clusters Score -1190941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1190941.250000 Penalty: 4645.693359
	Iteration 70Q: 3 clusters Score -1190941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1190942.500000 Penalty: 4645.693359
	Iteration 71Q: 3 clusters Score -1190942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1190941.875000 Penalty: 4645.693359
	Iteration 72Q: 3 clusters Score -1190942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1190944.750000 Penalty: 4645.693359
	Iteration 73Q: 3 clusters Score -1190945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1190947.375000 Penalty: 4645.693359
	Iteration 74Q: 3 clusters Score -1190947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1190948.375000 Penalty: 4645.693359
	Iteration 75Q: 3 clusters Score -1190948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1190950.875000 Penalty: 4645.693359
	Iteration 76Q: 3 clusters Score -1190951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1190952.375000 Penalty: 4645.693359
	Iteration 77Q: 3 clusters Score -1190952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1190952.125000 Penalty: 4645.693359
	Iteration 78Q: 3 clusters Score -1190952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1190953.250000 Penalty: 4645.693359
	Iteration 79Q: 3 clusters Score -1190953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1190952.875000 Penalty: 4645.693359
	Iteration 80F: 3 clusters Score -1190953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1190955.500000 Penalty: 4645.693359
	Iteration 81Q: 3 clusters Score -1190956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1190957.625000 Penalty: 4645.693359
	Iteration 82Q: 3 clusters Score -1190958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1190953.125000 Penalty: 4645.693359
	Iteration 83Q: 3 clusters Score -1190953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1190956.000000 Penalty: 4645.693359
	Iteration 84Q: 3 clusters Score -1190956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1190959.875000 Penalty: 4645.693359
	Iteration 85Q: 3 clusters Score -1190960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1190958.750000 Penalty: 4645.693359
	Iteration 86Q: 3 clusters Score -1190959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1190961.375000 Penalty: 4645.693359
	Iteration 87Q: 3 clusters Score -1190961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1190961.250000 Penalty: 4645.693359
	Iteration 88Q: 3 clusters Score -1190961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1190961.250000 Penalty: 4645.693359
	Iteration 89F: 3 clusters Score -1190961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Entering Unmasked Estep 
Score: -1549291.250000 Penalty: 2448.229736
	Iteration 0F: 2 clusters Score -1549291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1535681.750000 Penalty: 4896.459473
	Iteration 0F: 3 clusters Score -1535682 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1540490.500000 Penalty: 4896.459473
	Iteration 1F: 3 clusters Score -1540490 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1541166.375000 Penalty: 4896.459473
	Iteration 2F: 3 clusters Score -1541166 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1541894.875000 Penalty: 4896.459473
	Iteration 3F: 3 clusters Score -1541895 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1542761.750000 Penalty: 4896.459473
	Iteration 4F: 3 clusters Score -1542762 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1543737.375000 Penalty: 4896.459473
	Iteration 5F: 3 clusters Score -1543737 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1544672.125000 Penalty: 4896.459473
	Iteration 6F: 3 clusters Score -1544672 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1545335.375000 Penalty: 4896.459473
	Iteration 7F: 3 clusters Score -1545335 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1545715.875000 Penalty: 4896.459473
	Iteration 8Q: 3 clusters Score -1545716 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1545916.500000 Penalty: 4896.459473
	Iteration 9Q: 3 clusters Score -1545916 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1546031.500000 Penalty: 4896.459473
	Iteration 10Q: 3 clusters Score -1546032 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1546099.750000 Penalty: 4896.459473
	Iteration 11Q: 3 clusters Score -1546100 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1546156.125000 Penalty: 4896.459473
	Iteration 12Q: 3 clusters Score -1546156 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1546193.625000 Penalty: 4896.459473
	Iteration 13Q: 3 clusters Score -1546194 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1546226.000000 Penalty: 4896.459473
	Iteration 14Q: 3 clusters Score -1546226 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1546248.000000 Penalty: 4896.459473
	Iteration 15Q: 3 clusters Score -1546248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1546272.625000 Penalty: 4896.459473
	Iteration 16Q: 3 clusters Score -1546273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1546292.000000 Penalty: 4896.459473
	Iteration 17Q: 3 clusters Score -1546292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1546307.000000 Penalty: 4896.459473
	Iteration 18Q: 3 clusters Score -1546307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1546317.500000 Penalty: 4896.459473
	Iteration 19Q: 3 clusters Score -1546318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1546325.625000 Penalty: 4896.459473
	Iteration 20F: 3 clusters Score -1546326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1546333.375000 Penalty: 4896.459473
	Iteration 21Q: 3 clusters Score -1546333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1546336.750000 Penalty: 4896.459473
	Iteration 22Q: 3 clusters Score -1546337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1546340.125000 Penalty: 4896.459473
	Iteration 23Q: 3 clusters Score -1546340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1546355.500000 Penalty: 4896.459473
	Iteration 24Q: 3 clusters Score -1546356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1546361.000000 Penalty: 4896.459473
	Iteration 25Q: 3 clusters Score -1546361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1546370.250000 Penalty: 4896.459473
	Iteration 26Q: 3 clusters Score -1546370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1546380.625000 Penalty: 4896.459473
	Iteration 27Q: 3 clusters Score -1546381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1546388.875000 Penalty: 4896.459473
	Iteration 28Q: 3 clusters Score -1546389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1546398.125000 Penalty: 4896.459473
	Iteration 29Q: 3 clusters Score -1546398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1546407.125000 Penalty: 4896.459473
	Iteration 30Q: 3 clusters Score -1546407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1546420.875000 Penalty: 4896.459473
	Iteration 31Q: 3 clusters Score -1546421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1546435.625000 Penalty: 4896.459473
	Iteration 32Q: 3 clusters Score -1546436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1546475.125000 Penalty: 4896.459473
	Iteration 33Q: 3 clusters Score -1546475 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1546521.875000 Penalty: 4896.459473
	Iteration 34Q: 3 clusters Score -1546522 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1546585.875000 Penalty: 4896.459473
	Iteration 35Q: 3 clusters Score -1546586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1546688.250000 Penalty: 4896.459473
	Iteration 36Q: 3 clusters Score -1546688 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1546863.500000 Penalty: 4896.459473
	Iteration 37Q: 3 clusters Score -1546864 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1547075.000000 Penalty: 4896.459473
	Iteration 38Q: 3 clusters Score -1547075 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1547313.750000 Penalty: 4896.459473
	Iteration 39Q: 3 clusters Score -1547314 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1547502.875000 Penalty: 4896.459473
	Iteration 40F: 3 clusters Score -1547503 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1547632.000000 Penalty: 4896.459473
	Iteration 41Q: 3 clusters Score -1547632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1547745.500000 Penalty: 4896.459473
	Iteration 42Q: 3 clusters Score -1547746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1547829.375000 Penalty: 4896.459473
	Iteration 43Q: 3 clusters Score -1547829 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1547905.250000 Penalty: 4896.459473
	Iteration 44Q: 3 clusters Score -1547905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1547957.750000 Penalty: 4896.459473
	Iteration 45Q: 3 clusters Score -1547958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1548005.250000 Penalty: 4896.459473
	Iteration 46Q: 3 clusters Score -1548005 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1548032.625000 Penalty: 4896.459473
	Iteration 47Q: 3 clusters Score -1548033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1548054.250000 Penalty: 4896.459473
	Iteration 48Q: 3 clusters Score -1548054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1548068.000000 Penalty: 4896.459473
	Iteration 49Q: 3 clusters Score -1548068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1548078.500000 Penalty: 4896.459473
	Iteration 50Q: 3 clusters Score -1548078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1548096.750000 Penalty: 4896.459473
	Iteration 51Q: 3 clusters Score -1548097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1548090.125000 Penalty: 4896.459473
	Iteration 52Q: 3 clusters Score -1548090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1548099.375000 Penalty: 4896.459473
	Iteration 53Q: 3 clusters Score -1548099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1548099.000000 Penalty: 4896.459473
	Iteration 54Q: 3 clusters Score -1548099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1548102.375000 Penalty: 4896.459473
	Iteration 55Q: 3 clusters Score -1548102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1548105.000000 Penalty: 4896.459473
	Iteration 56Q: 3 clusters Score -1548105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1548107.875000 Penalty: 4896.459473
	Iteration 57Q: 3 clusters Score -1548108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1548108.750000 Penalty: 4896.459473
	Iteration 58Q: 3 clusters Score -1548109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1548108.500000 Penalty: 4896.459473
	Iteration 59Q: 3 clusters Score -1548108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1548111.250000 Penalty: 4896.459473
	Iteration 60F: 3 clusters Score -1548111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1548115.375000 Penalty: 4896.459473
	Iteration 61Q: 3 clusters Score -1548115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1548118.750000 Penalty: 4896.459473
	Iteration 62Q: 3 clusters Score -1548119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1548117.750000 Penalty: 4896.459473
	Iteration 63Q: 3 clusters Score -1548118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1548119.125000 Penalty: 4896.459473
	Iteration 64Q: 3 clusters Score -1548119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1548116.250000 Penalty: 4896.459473
	Iteration 65Q: 3 clusters Score -1548116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1548118.750000 Penalty: 4896.459473
	Iteration 66Q: 3 clusters Score -1548119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1548118.375000 Penalty: 4896.459473
	Iteration 67Q: 3 clusters Score -1548118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1548116.625000 Penalty: 4896.459473
	Iteration 68Q: 3 clusters Score -1548117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1548119.000000 Penalty: 4896.459473
	Iteration 69Q: 3 clusters Score -1548119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1548119.375000 Penalty: 4896.459473
	Iteration 70Q: 3 clusters Score -1548119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1548115.875000 Penalty: 4896.459473
	Iteration 71Q: 3 clusters Score -1548116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1548118.250000 Penalty: 4896.459473
	Iteration 72Q: 3 clusters Score -1548118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1548121.625000 Penalty: 4896.459473
	Iteration 73Q: 3 clusters Score -1548122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1548127.250000 Penalty: 4896.459473
	Iteration 74Q: 3 clusters Score -1548127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1548127.250000 Penalty: 4896.459473
	Iteration 75F: 3 clusters Score -1548127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (143955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143955 members 
Entering Unmasked Estep 
Score: -14156252.000000 Penalty: 2945.559570
	Iteration 0F: 2 clusters Score -1.415625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -14067750.000000 Penalty: 5891.119141
	Iteration 0F: 3 clusters Score -1.406775e+07 nChanged 68809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -14108300.000000 Penalty: 5891.119141
	Iteration 1F: 3 clusters Score -1.41083e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -14110165.000000 Penalty: 5891.119141
	Iteration 2Q: 3 clusters Score -1.411016e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -14112681.000000 Penalty: 5891.119141
	Iteration 3Q: 3 clusters Score -1.411268e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -14116365.000000 Penalty: 5891.119141
	Iteration 4F: 3 clusters Score -1.411636e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -14121134.000000 Penalty: 5891.119141
	Iteration 5F: 3 clusters Score -1.412113e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -14127229.000000 Penalty: 5891.119141
	Iteration 6F: 3 clusters Score -1.412723e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -14133567.000000 Penalty: 5891.119141
	Iteration 7F: 3 clusters Score -1.413357e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -14139699.000000 Penalty: 5891.119141
	Iteration 8F: 3 clusters Score -1.41397e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -14145464.000000 Penalty: 5891.119141
	Iteration 9F: 3 clusters Score -1.414546e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -14150266.000000 Penalty: 5891.119141
	Iteration 10Q: 3 clusters Score -1.415027e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -14153561.000000 Penalty: 5891.119141
	Iteration 11Q: 3 clusters Score -1.415356e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -14155281.000000 Penalty: 5891.119141
	Iteration 12Q: 3 clusters Score -1.415528e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123414 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -14156140.000000 Penalty: 5891.119141
	Iteration 13Q: 3 clusters Score -1.415614e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124660 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -14156611.000000 Penalty: 5891.119141
	Iteration 14Q: 3 clusters Score -1.415661e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -14156879.000000 Penalty: 5891.119141
	Iteration 15Q: 3 clusters Score -1.415688e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126614 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -14156988.000000 Penalty: 5891.119141
	Iteration 16Q: 3 clusters Score -1.415699e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -14157014.000000 Penalty: 5891.119141
	Iteration 17Q: 3 clusters Score -1.415701e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -14156978.000000 Penalty: 5891.119141
	Iteration 18Q: 3 clusters Score -1.415698e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -14156969.000000 Penalty: 5891.119141
	Iteration 19Q: 3 clusters Score -1.415697e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129568 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -14156951.000000 Penalty: 5891.119141
	Iteration 20F: 3 clusters Score -1.415695e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130180 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -14156787.000000 Penalty: 5891.119141
	Iteration 21Q: 3 clusters Score -1.415679e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130747 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -14156753.000000 Penalty: 5891.119141
	Iteration 22Q: 3 clusters Score -1.415675e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -14156653.000000 Penalty: 5891.119141
	Iteration 23Q: 3 clusters Score -1.415665e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -14156565.000000 Penalty: 5891.119141
	Iteration 24Q: 3 clusters Score -1.415656e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132218 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -14156477.000000 Penalty: 5891.119141
	Iteration 25Q: 3 clusters Score -1.415648e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132629 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -14156470.000000 Penalty: 5891.119141
	Iteration 26Q: 3 clusters Score -1.415647e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133008 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -14156391.000000 Penalty: 5891.119141
	Iteration 27Q: 3 clusters Score -1.415639e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133380 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -14156320.000000 Penalty: 5891.119141
	Iteration 28Q: 3 clusters Score -1.415632e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133748 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -14156359.000000 Penalty: 5891.119141
	Iteration 29Q: 3 clusters Score -1.415636e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -14156192.000000 Penalty: 5891.119141
	Iteration 30Q: 3 clusters Score -1.415619e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134439 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -14156216.000000 Penalty: 5891.119141
	Iteration 31Q: 3 clusters Score -1.415622e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -14156157.000000 Penalty: 5891.119141
	Iteration 32Q: 3 clusters Score -1.415616e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -14156132.000000 Penalty: 5891.119141
	Iteration 33Q: 3 clusters Score -1.415613e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135318 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -14156052.000000 Penalty: 5891.119141
	Iteration 34Q: 3 clusters Score -1.415605e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135565 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -14155970.000000 Penalty: 5891.119141
	Iteration 35Q: 3 clusters Score -1.415597e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -14155921.000000 Penalty: 5891.119141
	Iteration 36Q: 3 clusters Score -1.415592e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135997 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -14155877.000000 Penalty: 5891.119141
	Iteration 37Q: 3 clusters Score -1.415588e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -14155834.000000 Penalty: 5891.119141
	Iteration 38Q: 3 clusters Score -1.415583e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136364 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -14155787.000000 Penalty: 5891.119141
	Iteration 39Q: 3 clusters Score -1.415579e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -14155720.000000 Penalty: 5891.119141
	Iteration 40F: 3 clusters Score -1.415572e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136685 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -14155722.000000 Penalty: 5891.119141
	Iteration 41Q: 3 clusters Score -1.415572e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -14155721.000000 Penalty: 5891.119141
	Iteration 42Q: 3 clusters Score -1.415572e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -14155666.000000 Penalty: 5891.119141
	Iteration 43Q: 3 clusters Score -1.415567e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137051 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -14155633.000000 Penalty: 5891.119141
	Iteration 44Q: 3 clusters Score -1.415563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -14155664.000000 Penalty: 5891.119141
	Iteration 45Q: 3 clusters Score -1.415566e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -14155623.000000 Penalty: 5891.119141
	Iteration 46Q: 3 clusters Score -1.415562e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137371 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -14155604.000000 Penalty: 5891.119141
	Iteration 47Q: 3 clusters Score -1.41556e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -14155594.000000 Penalty: 5891.119141
	Iteration 48Q: 3 clusters Score -1.415559e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -14155565.000000 Penalty: 5891.119141
	Iteration 49Q: 3 clusters Score -1.415556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137635 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -14155529.000000 Penalty: 5891.119141
	Iteration 50Q: 3 clusters Score -1.415553e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137732 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -14155517.000000 Penalty: 5891.119141
	Iteration 51Q: 3 clusters Score -1.415552e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137828 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -14155495.000000 Penalty: 5891.119141
	Iteration 52Q: 3 clusters Score -1.41555e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -14155453.000000 Penalty: 5891.119141
	Iteration 53Q: 3 clusters Score -1.415545e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137990 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -14155402.000000 Penalty: 5891.119141
	Iteration 54Q: 3 clusters Score -1.41554e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -14155412.000000 Penalty: 5891.119141
	Iteration 55Q: 3 clusters Score -1.415541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -14155390.000000 Penalty: 5891.119141
	Iteration 56Q: 3 clusters Score -1.415539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -14155394.000000 Penalty: 5891.119141
	Iteration 57Q: 3 clusters Score -1.415539e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138189 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -14155376.000000 Penalty: 5891.119141
	Iteration 58Q: 3 clusters Score -1.415538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138243 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -14155355.000000 Penalty: 5891.119141
	Iteration 59Q: 3 clusters Score -1.415536e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138292 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -14155344.000000 Penalty: 5891.119141
	Iteration 60F: 3 clusters Score -1.415534e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -14155363.000000 Penalty: 5891.119141
	Iteration 61Q: 3 clusters Score -1.415536e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138373 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -14155325.000000 Penalty: 5891.119141
	Iteration 62Q: 3 clusters Score -1.415532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -14155321.000000 Penalty: 5891.119141
	Iteration 63Q: 3 clusters Score -1.415532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138458 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -14155303.000000 Penalty: 5891.119141
	Iteration 64Q: 3 clusters Score -1.41553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138487 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -14155290.000000 Penalty: 5891.119141
	Iteration 65Q: 3 clusters Score -1.415529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138508 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -14155281.000000 Penalty: 5891.119141
	Iteration 66Q: 3 clusters Score -1.415528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -14155288.000000 Penalty: 5891.119141
	Iteration 67Q: 3 clusters Score -1.415529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138548 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -14155269.000000 Penalty: 5891.119141
	Iteration 68Q: 3 clusters Score -1.415527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138563 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -14155255.000000 Penalty: 5891.119141
	Iteration 69Q: 3 clusters Score -1.415526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -14155252.000000 Penalty: 5891.119141
	Iteration 70Q: 3 clusters Score -1.415525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -14155248.000000 Penalty: 5891.119141
	Iteration 71Q: 3 clusters Score -1.415525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138610 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -14155245.000000 Penalty: 5891.119141
	Iteration 72Q: 3 clusters Score -1.415524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -14155243.000000 Penalty: 5891.119141
	Iteration 73Q: 3 clusters Score -1.415524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138646 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -14155253.000000 Penalty: 5891.119141
	Iteration 74Q: 3 clusters Score -1.415525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -14155228.000000 Penalty: 5891.119141
	Iteration 75Q: 3 clusters Score -1.415523e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138690 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -14155203.000000 Penalty: 5891.119141
	Iteration 76Q: 3 clusters Score -1.41552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -14155205.000000 Penalty: 5891.119141
	Iteration 77Q: 3 clusters Score -1.41552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -14155200.000000 Penalty: 5891.119141
	Iteration 78Q: 3 clusters Score -1.41552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -14155215.000000 Penalty: 5891.119141
	Iteration 79Q: 3 clusters Score -1.415522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138747 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -14155213.000000 Penalty: 5891.119141
	Iteration 80F: 3 clusters Score -1.415521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138758 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -14155214.000000 Penalty: 5891.119141
	Iteration 81Q: 3 clusters Score -1.415521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138763 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -14155214.000000 Penalty: 5891.119141
	Iteration 82Q: 3 clusters Score -1.415521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138765 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -14155213.000000 Penalty: 5891.119141
	Iteration 83Q: 3 clusters Score -1.415521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138772 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -14155207.000000 Penalty: 5891.119141
	Iteration 84Q: 3 clusters Score -1.415521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138776 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -14155210.000000 Penalty: 5891.119141
	Iteration 85Q: 3 clusters Score -1.415521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138780 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -14155218.000000 Penalty: 5891.119141
	Iteration 86Q: 3 clusters Score -1.415522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138784 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -14155224.000000 Penalty: 5891.119141
	Iteration 87Q: 3 clusters Score -1.415522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138788 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -14155217.000000 Penalty: 5891.119141
	Iteration 88Q: 3 clusters Score -1.415522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -14155219.000000 Penalty: 5891.119141
	Iteration 89Q: 3 clusters Score -1.415522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138798 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -14155227.000000 Penalty: 5891.119141
	Iteration 90Q: 3 clusters Score -1.415523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138804 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -14155233.000000 Penalty: 5891.119141
	Iteration 91Q: 3 clusters Score -1.415523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138808 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -14155227.000000 Penalty: 5891.119141
	Iteration 92Q: 3 clusters Score -1.415523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138809 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -14155237.000000 Penalty: 5891.119141
	Iteration 93Q: 3 clusters Score -1.415524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -14155235.000000 Penalty: 5891.119141
	Iteration 94Q: 3 clusters Score -1.415524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138814 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -14155253.000000 Penalty: 5891.119141
	Iteration 95Q: 3 clusters Score -1.415525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -14155250.000000 Penalty: 5891.119141
	Iteration 96Q: 3 clusters Score -1.415525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138815 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -14155250.000000 Penalty: 5891.119141
	Iteration 97F: 3 clusters Score -1.415525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (119713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119713 members 
Entering Unmasked Estep 
Score: -9705751.000000 Penalty: 2899.827393
	Iteration 0F: 2 clusters Score -9705751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -9625672.000000 Penalty: 5799.654785
	Iteration 0F: 3 clusters Score -9625672 nChanged 56702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -9659111.000000 Penalty: 5799.654785
	Iteration 1F: 3 clusters Score -9659111 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -9660695.000000 Penalty: 5799.654785
	Iteration 2Q: 3 clusters Score -9660695 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -9662648.000000 Penalty: 5799.654785
	Iteration 3Q: 3 clusters Score -9662648 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -9665447.000000 Penalty: 5799.654785
	Iteration 4Q: 3 clusters Score -9665447 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 74495 members 
Entering Unmasked Estep 
Score: -9669085.000000 Penalty: 5799.654785
	Iteration 5F: 3 clusters Score -9669085 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -9673763.000000 Penalty: 5799.654785
	Iteration 6F: 3 clusters Score -9673763 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -9679467.000000 Penalty: 5799.654785
	Iteration 7F: 3 clusters Score -9679467 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -9685636.000000 Penalty: 5799.654785
	Iteration 8F: 3 clusters Score -9685636 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -9691734.000000 Penalty: 5799.654785
	Iteration 9F: 3 clusters Score -9691734 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -9696632.000000 Penalty: 5799.654785
	Iteration 10Q: 3 clusters Score -9696632 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -9699855.000000 Penalty: 5799.654785
	Iteration 11Q: 3 clusters Score -9699855 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -9701342.000000 Penalty: 5799.654785
	Iteration 12Q: 3 clusters Score -9701342 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 110392 members 
Entering Unmasked Estep 
Score: -9702122.000000 Penalty: 5799.654785
	Iteration 13Q: 3 clusters Score -9702122 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 111136 members 
Entering Unmasked Estep 
Score: -9702493.000000 Penalty: 5799.654785
	Iteration 14Q: 3 clusters Score -9702493 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -9702713.000000 Penalty: 5799.654785
	Iteration 15Q: 3 clusters Score -9702713 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -9702880.000000 Penalty: 5799.654785
	Iteration 16Q: 3 clusters Score -9702880 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 112576 members 
Entering Unmasked Estep 
Score: -9702995.000000 Penalty: 5799.654785
	Iteration 17Q: 3 clusters Score -9702995 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -9703077.000000 Penalty: 5799.654785
	Iteration 18Q: 3 clusters Score -9703077 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -9703143.000000 Penalty: 5799.654785
	Iteration 19Q: 3 clusters Score -9703143 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -9703209.000000 Penalty: 5799.654785
	Iteration 20F: 3 clusters Score -9703209 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -9703286.000000 Penalty: 5799.654785
	Iteration 21Q: 3 clusters Score -9703286 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -9703370.000000 Penalty: 5799.654785
	Iteration 22Q: 3 clusters Score -9703370 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -9703386.000000 Penalty: 5799.654785
	Iteration 23Q: 3 clusters Score -9703386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
Score: -9703401.000000 Penalty: 5799.654785
	Iteration 24Q: 3 clusters Score -9703401 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -9703435.000000 Penalty: 5799.654785
	Iteration 25Q: 3 clusters Score -9703435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 114532 members 
Entering Unmasked Estep 
Score: -9703474.000000 Penalty: 5799.654785
	Iteration 26Q: 3 clusters Score -9703474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -9703452.000000 Penalty: 5799.654785
	Iteration 27Q: 3 clusters Score -9703452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 114728 members 
Entering Unmasked Estep 
Score: -9703463.000000 Penalty: 5799.654785
	Iteration 28Q: 3 clusters Score -9703463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -9703483.000000 Penalty: 5799.654785
	Iteration 29Q: 3 clusters Score -9703483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 114886 members 
Entering Unmasked Estep 
Score: -9703481.000000 Penalty: 5799.654785
	Iteration 30Q: 3 clusters Score -9703481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -9703492.000000 Penalty: 5799.654785
	Iteration 31Q: 3 clusters Score -9703492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -9703498.000000 Penalty: 5799.654785
	Iteration 32Q: 3 clusters Score -9703498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -9703491.000000 Penalty: 5799.654785
	Iteration 33Q: 3 clusters Score -9703491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -9703518.000000 Penalty: 5799.654785
	Iteration 34Q: 3 clusters Score -9703518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 115204 members 
Entering Unmasked Estep 
Score: -9703523.000000 Penalty: 5799.654785
	Iteration 35Q: 3 clusters Score -9703523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -9703533.000000 Penalty: 5799.654785
	Iteration 36Q: 3 clusters Score -9703533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -9703552.000000 Penalty: 5799.654785
	Iteration 37Q: 3 clusters Score -9703552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -9703569.000000 Penalty: 5799.654785
	Iteration 38Q: 3 clusters Score -9703569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -9703569.000000 Penalty: 5799.654785
	Iteration 39Q: 3 clusters Score -9703569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -9703575.000000 Penalty: 5799.654785
	Iteration 40F: 3 clusters Score -9703575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 115435 members 
Entering Unmasked Estep 
Score: -9703589.000000 Penalty: 5799.654785
	Iteration 41Q: 3 clusters Score -9703589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 115457 members 
Entering Unmasked Estep 
Score: -9703567.000000 Penalty: 5799.654785
	Iteration 42Q: 3 clusters Score -9703567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 115482 members 
Entering Unmasked Estep 
Score: -9703574.000000 Penalty: 5799.654785
	Iteration 43Q: 3 clusters Score -9703574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 115514 members 
Entering Unmasked Estep 
Score: -9703580.000000 Penalty: 5799.654785
	Iteration 44Q: 3 clusters Score -9703580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -9703580.000000 Penalty: 5799.654785
	Iteration 45Q: 3 clusters Score -9703580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 115575 members 
Entering Unmasked Estep 
Score: -9703592.000000 Penalty: 5799.654785
	Iteration 46Q: 3 clusters Score -9703592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 115605 members 
Entering Unmasked Estep 
Score: -9703603.000000 Penalty: 5799.654785
	Iteration 47Q: 3 clusters Score -9703603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -9703595.000000 Penalty: 5799.654785
	Iteration 48Q: 3 clusters Score -9703595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -9703606.000000 Penalty: 5799.654785
	Iteration 49Q: 3 clusters Score -9703606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -9703613.000000 Penalty: 5799.654785
	Iteration 50Q: 3 clusters Score -9703613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -9703636.000000 Penalty: 5799.654785
	Iteration 51Q: 3 clusters Score -9703636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -9703640.000000 Penalty: 5799.654785
	Iteration 52Q: 3 clusters Score -9703640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -9703659.000000 Penalty: 5799.654785
	Iteration 53Q: 3 clusters Score -9703659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -9703649.000000 Penalty: 5799.654785
	Iteration 54Q: 3 clusters Score -9703649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 115894 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 55Q: 3 clusters Score -9703648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -9703649.000000 Penalty: 5799.654785
	Iteration 56Q: 3 clusters Score -9703649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 57Q: 3 clusters Score -9703648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -9703614.000000 Penalty: 5799.654785
	Iteration 58Q: 3 clusters Score -9703614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -9703646.000000 Penalty: 5799.654785
	Iteration 59Q: 3 clusters Score -9703646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -9703642.000000 Penalty: 5799.654785
	Iteration 60F: 3 clusters Score -9703642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 116037 members 
Entering Unmasked Estep 
Score: -9703642.000000 Penalty: 5799.654785
	Iteration 61Q: 3 clusters Score -9703642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -9703656.000000 Penalty: 5799.654785
	Iteration 62Q: 3 clusters Score -9703656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 116070 members 
Entering Unmasked Estep 
Score: -9703660.000000 Penalty: 5799.654785
	Iteration 63Q: 3 clusters Score -9703660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 116076 members 
Entering Unmasked Estep 
Score: -9703657.000000 Penalty: 5799.654785
	Iteration 64Q: 3 clusters Score -9703657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -9703663.000000 Penalty: 5799.654785
	Iteration 65Q: 3 clusters Score -9703663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -9703671.000000 Penalty: 5799.654785
	Iteration 66Q: 3 clusters Score -9703671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -9703666.000000 Penalty: 5799.654785
	Iteration 67Q: 3 clusters Score -9703666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -9703652.000000 Penalty: 5799.654785
	Iteration 68Q: 3 clusters Score -9703652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 69Q: 3 clusters Score -9703648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 116126 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 70Q: 3 clusters Score -9703648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -9703639.000000 Penalty: 5799.654785
	Iteration 71Q: 3 clusters Score -9703639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 116138 members 
Entering Unmasked Estep 
Score: -9703646.000000 Penalty: 5799.654785
	Iteration 72Q: 3 clusters Score -9703646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -9703649.000000 Penalty: 5799.654785
	Iteration 73Q: 3 clusters Score -9703649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
Score: -9703641.000000 Penalty: 5799.654785
	Iteration 74Q: 3 clusters Score -9703641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 75Q: 3 clusters Score -9703648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 116154 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 76Q: 3 clusters Score -9703648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 116158 members 
Entering Unmasked Estep 
Score: -9703640.000000 Penalty: 5799.654785
	Iteration 77Q: 3 clusters Score -9703640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -9703644.000000 Penalty: 5799.654785
	Iteration 78Q: 3 clusters Score -9703644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -9703648.000000 Penalty: 5799.654785
	Iteration 79Q: 3 clusters Score -9703648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -9703644.000000 Penalty: 5799.654785
	Iteration 80F: 3 clusters Score -9703644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -269518.531250 Penalty: 2009.591431
	Iteration 0F: 2 clusters Score -269518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -266243.593750 Penalty: 4019.182861
	Iteration 0F: 3 clusters Score -266243.6 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -267576.218750 Penalty: 4019.182861
	Iteration 1F: 3 clusters Score -267576.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -268960.031250 Penalty: 4019.182861
	Iteration 2F: 3 clusters Score -268960 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -271244.343750 Penalty: 4019.182861
	Iteration 3F: 3 clusters Score -271244.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -272462.218750 Penalty: 4019.182861
	Iteration 4F: 3 clusters Score -272462.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -272862.906250 Penalty: 4019.182861
	Iteration 5F: 3 clusters Score -272862.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -273071.093750 Penalty: 4019.182861
	Iteration 6Q: 3 clusters Score -273071.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -273206.906250 Penalty: 4019.182861
	Iteration 7Q: 3 clusters Score -273206.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -273303.531250 Penalty: 4019.182861
	Iteration 8Q: 3 clusters Score -273303.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -273411.093750 Penalty: 4019.182861
	Iteration 9Q: 3 clusters Score -273411.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -273581.656250 Penalty: 4019.182861
	Iteration 10Q: 3 clusters Score -273581.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -273740.531250 Penalty: 4019.182861
	Iteration 11Q: 3 clusters Score -273740.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274030.062500 Penalty: 4019.182861
	Iteration 12Q: 3 clusters Score -274030.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -274211.187500 Penalty: 4019.182861
	Iteration 13Q: 3 clusters Score -274211.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -274431.468750 Penalty: 4019.182861
	Iteration 14Q: 3 clusters Score -274431.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -274599.093750 Penalty: 4019.182861
	Iteration 15Q: 3 clusters Score -274599.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -274795.531250 Penalty: 4019.182861
	Iteration 16Q: 3 clusters Score -274795.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -274946.625000 Penalty: 4019.182861
	Iteration 17Q: 3 clusters Score -274946.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -275249.968750 Penalty: 4019.182861
	Iteration 18Q: 3 clusters Score -275250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275520.250000 Penalty: 4019.182861
	Iteration 19Q: 3 clusters Score -275520.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -275719.218750 Penalty: 4019.182861
	Iteration 20F: 3 clusters Score -275719.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -275844.593750 Penalty: 4019.182861
	Iteration 21Q: 3 clusters Score -275844.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275884.156250 Penalty: 4019.182861
	Iteration 22Q: 3 clusters Score -275884.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275911.625000 Penalty: 4019.182861
	Iteration 23Q: 3 clusters Score -275911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -275931.000000 Penalty: 4019.182861
	Iteration 24Q: 3 clusters Score -275931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -275942.406250 Penalty: 4019.182861
	Iteration 25Q: 3 clusters Score -275942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -275945.937500 Penalty: 4019.182861
	Iteration 26Q: 3 clusters Score -275945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -275946.406250 Penalty: 4019.182861
	Iteration 27Q: 3 clusters Score -275946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275947.187500 Penalty: 4019.182861
	Iteration 28Q: 3 clusters Score -275947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275947.187500 Penalty: 4019.182861
	Iteration 29F: 3 clusters Score -275947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 147435 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Mstep: Class 56 contains 1377 members 
Mstep: Class 57 contains 1317 members 
Mstep: Class 58 contains 5481 members 
Mstep: Class 59 contains 1109 members 
Entering Unmasked Estep 
Score: -150698608.000000 Penalty: 210579.953125
Splitting cluster 34 changes total score from -150663792.000000 to -150698608.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 35 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -456381.875000 Penalty: 2129.876465
	Iteration 0F: 2 clusters Score -456381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -451618.312500 Penalty: 4259.752930
	Iteration 0F: 3 clusters Score -451618.3 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -452724.781250 Penalty: 4259.752930
	Iteration 1F: 3 clusters Score -452724.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -452911.656250 Penalty: 4259.752930
	Iteration 2F: 3 clusters Score -452911.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -453021.281250 Penalty: 4259.752930
	Iteration 3Q: 3 clusters Score -453021.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -453086.093750 Penalty: 4259.752930
	Iteration 4Q: 3 clusters Score -453086.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -453134.093750 Penalty: 4259.752930
	Iteration 5Q: 3 clusters Score -453134.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -453174.687500 Penalty: 4259.752930
	Iteration 6Q: 3 clusters Score -453174.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -453215.343750 Penalty: 4259.752930
	Iteration 7Q: 3 clusters Score -453215.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -453239.187500 Penalty: 4259.752930
	Iteration 8Q: 3 clusters Score -453239.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -453259.500000 Penalty: 4259.752930
	Iteration 9Q: 3 clusters Score -453259.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -453277.656250 Penalty: 4259.752930
	Iteration 10Q: 3 clusters Score -453277.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -453290.218750 Penalty: 4259.752930
	Iteration 11Q: 3 clusters Score -453290.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -453298.687500 Penalty: 4259.752930
	Iteration 12Q: 3 clusters Score -453298.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -453305.312500 Penalty: 4259.752930
	Iteration 13Q: 3 clusters Score -453305.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -453315.156250 Penalty: 4259.752930
	Iteration 14Q: 3 clusters Score -453315.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -453320.843750 Penalty: 4259.752930
	Iteration 15Q: 3 clusters Score -453320.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -453328.125000 Penalty: 4259.752930
	Iteration 16Q: 3 clusters Score -453328.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -453334.781250 Penalty: 4259.752930
	Iteration 17Q: 3 clusters Score -453334.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -453340.687500 Penalty: 4259.752930
	Iteration 18Q: 3 clusters Score -453340.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -453344.781250 Penalty: 4259.752930
	Iteration 19Q: 3 clusters Score -453344.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -453348.250000 Penalty: 4259.752930
	Iteration 20F: 3 clusters Score -453348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -453351.656250 Penalty: 4259.752930
	Iteration 21Q: 3 clusters Score -453351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -453352.687500 Penalty: 4259.752930
	Iteration 22Q: 3 clusters Score -453352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -453353.156250 Penalty: 4259.752930
	Iteration 23Q: 3 clusters Score -453353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -453355.406250 Penalty: 4259.752930
	Iteration 24Q: 3 clusters Score -453355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -453359.062500 Penalty: 4259.752930
	Iteration 25Q: 3 clusters Score -453359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -453360.906250 Penalty: 4259.752930
	Iteration 26Q: 3 clusters Score -453360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -453363.843750 Penalty: 4259.752930
	Iteration 27Q: 3 clusters Score -453363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -453368.625000 Penalty: 4259.752930
	Iteration 28Q: 3 clusters Score -453368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -453370.468750 Penalty: 4259.752930
	Iteration 29Q: 3 clusters Score -453370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -453375.000000 Penalty: 4259.752930
	Iteration 30Q: 3 clusters Score -453375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -453378.218750 Penalty: 4259.752930
	Iteration 31Q: 3 clusters Score -453378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -453381.656250 Penalty: 4259.752930
	Iteration 32Q: 3 clusters Score -453381.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -453387.156250 Penalty: 4259.752930
	Iteration 33Q: 3 clusters Score -453387.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -453393.250000 Penalty: 4259.752930
	Iteration 34Q: 3 clusters Score -453393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -453400.718750 Penalty: 4259.752930
	Iteration 35Q: 3 clusters Score -453400.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -453414.031250 Penalty: 4259.752930
	Iteration 36Q: 3 clusters Score -453414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -453423.125000 Penalty: 4259.752930
	Iteration 37Q: 3 clusters Score -453423.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -453433.281250 Penalty: 4259.752930
	Iteration 38Q: 3 clusters Score -453433.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -453442.156250 Penalty: 4259.752930
	Iteration 39Q: 3 clusters Score -453442.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -453446.718750 Penalty: 4259.752930
	Iteration 40F: 3 clusters Score -453446.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -453452.125000 Penalty: 4259.752930
	Iteration 41Q: 3 clusters Score -453452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -453457.406250 Penalty: 4259.752930
	Iteration 42Q: 3 clusters Score -453457.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -453459.687500 Penalty: 4259.752930
	Iteration 43Q: 3 clusters Score -453459.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -453460.531250 Penalty: 4259.752930
	Iteration 44Q: 3 clusters Score -453460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -453461.875000 Penalty: 4259.752930
	Iteration 45Q: 3 clusters Score -453461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -453463.218750 Penalty: 4259.752930
	Iteration 46Q: 3 clusters Score -453463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -453465.843750 Penalty: 4259.752930
	Iteration 47Q: 3 clusters Score -453465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -453466.406250 Penalty: 4259.752930
	Iteration 48Q: 3 clusters Score -453466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -453468.031250 Penalty: 4259.752930
	Iteration 49Q: 3 clusters Score -453468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -453469.781250 Penalty: 4259.752930
	Iteration 50Q: 3 clusters Score -453469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -453472.343750 Penalty: 4259.752930
	Iteration 51Q: 3 clusters Score -453472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -453474.968750 Penalty: 4259.752930
	Iteration 52Q: 3 clusters Score -453475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -453477.500000 Penalty: 4259.752930
	Iteration 53Q: 3 clusters Score -453477.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -453480.468750 Penalty: 4259.752930
	Iteration 54Q: 3 clusters Score -453480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -453482.843750 Penalty: 4259.752930
	Iteration 55Q: 3 clusters Score -453482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -453485.437500 Penalty: 4259.752930
	Iteration 56Q: 3 clusters Score -453485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -453487.343750 Penalty: 4259.752930
	Iteration 57Q: 3 clusters Score -453487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -453490.250000 Penalty: 4259.752930
	Iteration 58Q: 3 clusters Score -453490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -453491.843750 Penalty: 4259.752930
	Iteration 59Q: 3 clusters Score -453491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -453494.125000 Penalty: 4259.752930
	Iteration 60F: 3 clusters Score -453494.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -453497.156250 Penalty: 4259.752930
	Iteration 61Q: 3 clusters Score -453497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -453499.406250 Penalty: 4259.752930
	Iteration 62Q: 3 clusters Score -453499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -453501.125000 Penalty: 4259.752930
	Iteration 63Q: 3 clusters Score -453501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -453504.000000 Penalty: 4259.752930
	Iteration 64Q: 3 clusters Score -453504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -453507.843750 Penalty: 4259.752930
	Iteration 65Q: 3 clusters Score -453507.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -453513.312500 Penalty: 4259.752930
	Iteration 66Q: 3 clusters Score -453513.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -453523.937500 Penalty: 4259.752930
	Iteration 67Q: 3 clusters Score -453523.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -453532.375000 Penalty: 4259.752930
	Iteration 68Q: 3 clusters Score -453532.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -453543.593750 Penalty: 4259.752930
	Iteration 69Q: 3 clusters Score -453543.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -453557.593750 Penalty: 4259.752930
	Iteration 70Q: 3 clusters Score -453557.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -453570.906250 Penalty: 4259.752930
	Iteration 71Q: 3 clusters Score -453570.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -453580.593750 Penalty: 4259.752930
	Iteration 72Q: 3 clusters Score -453580.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -453587.593750 Penalty: 4259.752930
	Iteration 73Q: 3 clusters Score -453587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -453596.062500 Penalty: 4259.752930
	Iteration 74Q: 3 clusters Score -453596.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -453604.093750 Penalty: 4259.752930
	Iteration 75Q: 3 clusters Score -453604.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -453613.437500 Penalty: 4259.752930
	Iteration 76Q: 3 clusters Score -453613.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -453620.218750 Penalty: 4259.752930
	Iteration 77Q: 3 clusters Score -453620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -453628.000000 Penalty: 4259.752930
	Iteration 78Q: 3 clusters Score -453628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -453634.281250 Penalty: 4259.752930
	Iteration 79Q: 3 clusters Score -453634.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -453645.687500 Penalty: 4259.752930
	Iteration 80F: 3 clusters Score -453645.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -453661.375000 Penalty: 4259.752930
	Iteration 81Q: 3 clusters Score -453661.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -453682.187500 Penalty: 4259.752930
	Iteration 82Q: 3 clusters Score -453682.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -453705.687500 Penalty: 4259.752930
	Iteration 83Q: 3 clusters Score -453705.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -453729.125000 Penalty: 4259.752930
	Iteration 84Q: 3 clusters Score -453729.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -453750.000000 Penalty: 4259.752930
	Iteration 85Q: 3 clusters Score -453750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -453777.093750 Penalty: 4259.752930
	Iteration 86Q: 3 clusters Score -453777.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -453811.718750 Penalty: 4259.752930
	Iteration 87Q: 3 clusters Score -453811.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -453851.125000 Penalty: 4259.752930
	Iteration 88Q: 3 clusters Score -453851.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -453881.937500 Penalty: 4259.752930
	Iteration 89Q: 3 clusters Score -453881.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -453921.468750 Penalty: 4259.752930
	Iteration 90Q: 3 clusters Score -453921.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -453970.656250 Penalty: 4259.752930
	Iteration 91Q: 3 clusters Score -453970.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -454011.937500 Penalty: 4259.752930
	Iteration 92Q: 3 clusters Score -454011.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -454045.093750 Penalty: 4259.752930
	Iteration 93Q: 3 clusters Score -454045.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -454085.625000 Penalty: 4259.752930
	Iteration 94Q: 3 clusters Score -454085.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -454127.468750 Penalty: 4259.752930
	Iteration 95Q: 3 clusters Score -454127.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -454157.781250 Penalty: 4259.752930
	Iteration 96Q: 3 clusters Score -454157.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -454187.593750 Penalty: 4259.752930
	Iteration 97Q: 3 clusters Score -454187.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -454215.437500 Penalty: 4259.752930
	Iteration 98Q: 3 clusters Score -454215.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -454242.406250 Penalty: 4259.752930
	Iteration 99Q: 3 clusters Score -454242.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -454264.625000 Penalty: 4259.752930
	Iteration 100F: 3 clusters Score -454264.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -454281.656250 Penalty: 4259.752930
	Iteration 101Q: 3 clusters Score -454281.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -454295.093750 Penalty: 4259.752930
	Iteration 102Q: 3 clusters Score -454295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -454311.906250 Penalty: 4259.752930
	Iteration 103Q: 3 clusters Score -454311.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -454325.406250 Penalty: 4259.752930
	Iteration 104Q: 3 clusters Score -454325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -454335.968750 Penalty: 4259.752930
	Iteration 105Q: 3 clusters Score -454336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -454343.937500 Penalty: 4259.752930
	Iteration 106Q: 3 clusters Score -454343.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -454352.250000 Penalty: 4259.752930
	Iteration 107Q: 3 clusters Score -454352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -454359.093750 Penalty: 4259.752930
	Iteration 108Q: 3 clusters Score -454359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -454367.312500 Penalty: 4259.752930
	Iteration 109Q: 3 clusters Score -454367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -454374.062500 Penalty: 4259.752930
	Iteration 110Q: 3 clusters Score -454374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -454379.000000 Penalty: 4259.752930
	Iteration 111Q: 3 clusters Score -454379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -454387.593750 Penalty: 4259.752930
	Iteration 112Q: 3 clusters Score -454387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -454393.375000 Penalty: 4259.752930
	Iteration 113Q: 3 clusters Score -454393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -454400.281250 Penalty: 4259.752930
	Iteration 114Q: 3 clusters Score -454400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -454403.781250 Penalty: 4259.752930
	Iteration 115Q: 3 clusters Score -454403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -454404.750000 Penalty: 4259.752930
	Iteration 116Q: 3 clusters Score -454404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -454405.312500 Penalty: 4259.752930
	Iteration 117Q: 3 clusters Score -454405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -454406.843750 Penalty: 4259.752930
	Iteration 118Q: 3 clusters Score -454406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -454408.656250 Penalty: 4259.752930
	Iteration 119Q: 3 clusters Score -454408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -454408.656250 Penalty: 4259.752930
	Iteration 120F: 3 clusters Score -454408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (147435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147435 members 
Entering Unmasked Estep 
Score: -15578214.000000 Penalty: 2951.483398
	Iteration 0F: 2 clusters Score -1.557821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -15497788.000000 Penalty: 5902.966797
	Iteration 0F: 3 clusters Score -1.549779e+07 nChanged 70370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -15539355.000000 Penalty: 5902.966797
	Iteration 1F: 3 clusters Score -1.553936e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -15541149.000000 Penalty: 5902.966797
	Iteration 2Q: 3 clusters Score -1.554115e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -15543593.000000 Penalty: 5902.966797
	Iteration 3Q: 3 clusters Score -1.554359e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -15546976.000000 Penalty: 5902.966797
	Iteration 4F: 3 clusters Score -1.554698e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -15550662.000000 Penalty: 5902.966797
	Iteration 5F: 3 clusters Score -1.555066e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -15554538.000000 Penalty: 5902.966797
	Iteration 6F: 3 clusters Score -1.555454e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -15558756.000000 Penalty: 5902.966797
	Iteration 7F: 3 clusters Score -1.555876e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -15562595.000000 Penalty: 5902.966797
	Iteration 8F: 3 clusters Score -1.55626e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -15564874.000000 Penalty: 5902.966797
	Iteration 9F: 3 clusters Score -1.556487e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -15566090.000000 Penalty: 5902.966797
	Iteration 10Q: 3 clusters Score -1.556609e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -15566900.000000 Penalty: 5902.966797
	Iteration 11Q: 3 clusters Score -1.55669e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -15567819.000000 Penalty: 5902.966797
	Iteration 12Q: 3 clusters Score -1.556782e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -15568520.000000 Penalty: 5902.966797
	Iteration 13Q: 3 clusters Score -1.556852e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -15569198.000000 Penalty: 5902.966797
	Iteration 14Q: 3 clusters Score -1.55692e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -15569674.000000 Penalty: 5902.966797
	Iteration 15Q: 3 clusters Score -1.556967e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -15570020.000000 Penalty: 5902.966797
	Iteration 16Q: 3 clusters Score -1.557002e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -15570302.000000 Penalty: 5902.966797
	Iteration 17Q: 3 clusters Score -1.55703e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -15570533.000000 Penalty: 5902.966797
	Iteration 18Q: 3 clusters Score -1.557053e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -15570806.000000 Penalty: 5902.966797
	Iteration 19Q: 3 clusters Score -1.557081e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -15571110.000000 Penalty: 5902.966797
	Iteration 20F: 3 clusters Score -1.557111e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -15571322.000000 Penalty: 5902.966797
	Iteration 21Q: 3 clusters Score -1.557132e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -15571602.000000 Penalty: 5902.966797
	Iteration 22Q: 3 clusters Score -1.55716e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -15571722.000000 Penalty: 5902.966797
	Iteration 23Q: 3 clusters Score -1.557172e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -15571970.000000 Penalty: 5902.966797
	Iteration 24Q: 3 clusters Score -1.557197e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -15572232.000000 Penalty: 5902.966797
	Iteration 25Q: 3 clusters Score -1.557223e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -15572482.000000 Penalty: 5902.966797
	Iteration 26Q: 3 clusters Score -1.557248e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -15572686.000000 Penalty: 5902.966797
	Iteration 27Q: 3 clusters Score -1.557269e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -15572999.000000 Penalty: 5902.966797
	Iteration 28Q: 3 clusters Score -1.5573e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -15573193.000000 Penalty: 5902.966797
	Iteration 29Q: 3 clusters Score -1.557319e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -15573519.000000 Penalty: 5902.966797
	Iteration 30Q: 3 clusters Score -1.557352e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -15573801.000000 Penalty: 5902.966797
	Iteration 31Q: 3 clusters Score -1.55738e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -15574043.000000 Penalty: 5902.966797
	Iteration 32Q: 3 clusters Score -1.557404e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -15574398.000000 Penalty: 5902.966797
	Iteration 33Q: 3 clusters Score -1.55744e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -15574820.000000 Penalty: 5902.966797
	Iteration 34Q: 3 clusters Score -1.557482e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -15575233.000000 Penalty: 5902.966797
	Iteration 35Q: 3 clusters Score -1.557523e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -15575680.000000 Penalty: 5902.966797
	Iteration 36Q: 3 clusters Score -1.557568e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -15576100.000000 Penalty: 5902.966797
	Iteration 37Q: 3 clusters Score -1.55761e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -15576429.000000 Penalty: 5902.966797
	Iteration 38Q: 3 clusters Score -1.557643e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -15576809.000000 Penalty: 5902.966797
	Iteration 39Q: 3 clusters Score -1.557681e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -15577200.000000 Penalty: 5902.966797
	Iteration 40F: 3 clusters Score -1.55772e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -15577632.000000 Penalty: 5902.966797
	Iteration 41Q: 3 clusters Score -1.557763e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -15577933.000000 Penalty: 5902.966797
	Iteration 42Q: 3 clusters Score -1.557793e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -15578190.000000 Penalty: 5902.966797
	Iteration 43Q: 3 clusters Score -1.557819e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -15578485.000000 Penalty: 5902.966797
	Iteration 44Q: 3 clusters Score -1.557848e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -15578688.000000 Penalty: 5902.966797
	Iteration 45Q: 3 clusters Score -1.557869e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -15578855.000000 Penalty: 5902.966797
	Iteration 46Q: 3 clusters Score -1.557886e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -15578989.000000 Penalty: 5902.966797
	Iteration 47Q: 3 clusters Score -1.557899e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -15579129.000000 Penalty: 5902.966797
	Iteration 48Q: 3 clusters Score -1.557913e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -15579271.000000 Penalty: 5902.966797
	Iteration 49Q: 3 clusters Score -1.557927e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -15579320.000000 Penalty: 5902.966797
	Iteration 50Q: 3 clusters Score -1.557932e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -15579384.000000 Penalty: 5902.966797
	Iteration 51Q: 3 clusters Score -1.557938e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -15579417.000000 Penalty: 5902.966797
	Iteration 52Q: 3 clusters Score -1.557942e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -15579515.000000 Penalty: 5902.966797
	Iteration 53Q: 3 clusters Score -1.557952e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -15579573.000000 Penalty: 5902.966797
	Iteration 54Q: 3 clusters Score -1.557957e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -15579653.000000 Penalty: 5902.966797
	Iteration 55Q: 3 clusters Score -1.557965e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -15579704.000000 Penalty: 5902.966797
	Iteration 56Q: 3 clusters Score -1.55797e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -15579737.000000 Penalty: 5902.966797
	Iteration 57Q: 3 clusters Score -1.557974e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -15579761.000000 Penalty: 5902.966797
	Iteration 58Q: 3 clusters Score -1.557976e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -15579762.000000 Penalty: 5902.966797
	Iteration 59Q: 3 clusters Score -1.557976e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -15579803.000000 Penalty: 5902.966797
	Iteration 60F: 3 clusters Score -1.55798e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -15579809.000000 Penalty: 5902.966797
	Iteration 61Q: 3 clusters Score -1.557981e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -15579819.000000 Penalty: 5902.966797
	Iteration 62Q: 3 clusters Score -1.557982e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -15579843.000000 Penalty: 5902.966797
	Iteration 63Q: 3 clusters Score -1.557984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -15579852.000000 Penalty: 5902.966797
	Iteration 64Q: 3 clusters Score -1.557985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -15579844.000000 Penalty: 5902.966797
	Iteration 65Q: 3 clusters Score -1.557984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -15579849.000000 Penalty: 5902.966797
	Iteration 66Q: 3 clusters Score -1.557985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -15579847.000000 Penalty: 5902.966797
	Iteration 67Q: 3 clusters Score -1.557985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -15579838.000000 Penalty: 5902.966797
	Iteration 68Q: 3 clusters Score -1.557984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -15579839.000000 Penalty: 5902.966797
	Iteration 69Q: 3 clusters Score -1.557984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -15579840.000000 Penalty: 5902.966797
	Iteration 70Q: 3 clusters Score -1.557984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -15579834.000000 Penalty: 5902.966797
	Iteration 71Q: 3 clusters Score -1.557983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -15579831.000000 Penalty: 5902.966797
	Iteration 72Q: 3 clusters Score -1.557983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -15579840.000000 Penalty: 5902.966797
	Iteration 73Q: 3 clusters Score -1.557984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -15579842.000000 Penalty: 5902.966797
	Iteration 74Q: 3 clusters Score -1.557984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -15579836.000000 Penalty: 5902.966797
	Iteration 75Q: 3 clusters Score -1.557984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -15579851.000000 Penalty: 5902.966797
	Iteration 76Q: 3 clusters Score -1.557985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -15579841.000000 Penalty: 5902.966797
	Iteration 77Q: 3 clusters Score -1.557984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -15579841.000000 Penalty: 5902.966797
	Iteration 78F: 3 clusters Score -1.557984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 78680 members 
Mstep: Class 37 contains 46881 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Mstep: Class 56 contains 1377 members 
Mstep: Class 57 contains 1317 members 
Mstep: Class 58 contains 5481 members 
Mstep: Class 59 contains 1109 members 
Mstep: Class 60 contains 68755 members 
Entering Unmasked Estep 
Score: -150699056.000000 Penalty: 214149.109375
Splitting cluster 36 changes total score from -150663792.000000 to -150699056.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 37 (46881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Entering Unmasked Estep 
Score: -3719960.500000 Penalty: 2667.331055
	Iteration 0F: 2 clusters Score -3719960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3688245.000000 Penalty: 5334.662109
	Iteration 0F: 3 clusters Score -3688245 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3700072.750000 Penalty: 5334.662109
	Iteration 1F: 3 clusters Score -3700073 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3700711.500000 Penalty: 5334.662109
	Iteration 2Q: 3 clusters Score -3700712 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3701515.250000 Penalty: 5334.662109
	Iteration 3Q: 3 clusters Score -3701515 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3702688.750000 Penalty: 5334.662109
	Iteration 4Q: 3 clusters Score -3702689 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3704452.500000 Penalty: 5334.662109
	Iteration 5F: 3 clusters Score -3704452 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3706928.500000 Penalty: 5334.662109
	Iteration 6F: 3 clusters Score -3706928 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3709897.750000 Penalty: 5334.662109
	Iteration 7F: 3 clusters Score -3709898 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3712668.750000 Penalty: 5334.662109
	Iteration 8F: 3 clusters Score -3712669 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3715040.250000 Penalty: 5334.662109
	Iteration 9F: 3 clusters Score -3715040 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3716765.250000 Penalty: 5334.662109
	Iteration 10Q: 3 clusters Score -3716765 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3717768.500000 Penalty: 5334.662109
	Iteration 11Q: 3 clusters Score -3717768 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3718283.500000 Penalty: 5334.662109
	Iteration 12Q: 3 clusters Score -3718284 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3718552.500000 Penalty: 5334.662109
	Iteration 13Q: 3 clusters Score -3718552 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3718717.750000 Penalty: 5334.662109
	Iteration 14Q: 3 clusters Score -3718718 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3718850.250000 Penalty: 5334.662109
	Iteration 15Q: 3 clusters Score -3718850 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3718981.500000 Penalty: 5334.662109
	Iteration 16Q: 3 clusters Score -3718982 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3719086.500000 Penalty: 5334.662109
	Iteration 17Q: 3 clusters Score -3719086 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3719196.500000 Penalty: 5334.662109
	Iteration 18Q: 3 clusters Score -3719196 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3719317.000000 Penalty: 5334.662109
	Iteration 19Q: 3 clusters Score -3719317 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3719397.750000 Penalty: 5334.662109
	Iteration 20F: 3 clusters Score -3719398 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3719461.500000 Penalty: 5334.662109
	Iteration 21Q: 3 clusters Score -3719462 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3719520.750000 Penalty: 5334.662109
	Iteration 22Q: 3 clusters Score -3719521 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3719606.000000 Penalty: 5334.662109
	Iteration 23Q: 3 clusters Score -3719606 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3719662.750000 Penalty: 5334.662109
	Iteration 24Q: 3 clusters Score -3719663 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3719737.750000 Penalty: 5334.662109
	Iteration 25Q: 3 clusters Score -3719738 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3719793.250000 Penalty: 5334.662109
	Iteration 26Q: 3 clusters Score -3719793 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3719833.750000 Penalty: 5334.662109
	Iteration 27Q: 3 clusters Score -3719834 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3719863.750000 Penalty: 5334.662109
	Iteration 28Q: 3 clusters Score -3719864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3719884.250000 Penalty: 5334.662109
	Iteration 29Q: 3 clusters Score -3719884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3719912.750000 Penalty: 5334.662109
	Iteration 30Q: 3 clusters Score -3719913 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3719936.750000 Penalty: 5334.662109
	Iteration 31Q: 3 clusters Score -3719937 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3719954.250000 Penalty: 5334.662109
	Iteration 32Q: 3 clusters Score -3719954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3719952.000000 Penalty: 5334.662109
	Iteration 33Q: 3 clusters Score -3719952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3719979.250000 Penalty: 5334.662109
	Iteration 34Q: 3 clusters Score -3719979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3719979.000000 Penalty: 5334.662109
	Iteration 35Q: 3 clusters Score -3719979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3719968.750000 Penalty: 5334.662109
	Iteration 36Q: 3 clusters Score -3719969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3719982.000000 Penalty: 5334.662109
	Iteration 37Q: 3 clusters Score -3719982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3719994.500000 Penalty: 5334.662109
	Iteration 38Q: 3 clusters Score -3719994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3719990.750000 Penalty: 5334.662109
	Iteration 39Q: 3 clusters Score -3719991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3719997.250000 Penalty: 5334.662109
	Iteration 40F: 3 clusters Score -3719997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3719990.500000 Penalty: 5334.662109
	Iteration 41Q: 3 clusters Score -3719990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3719995.750000 Penalty: 5334.662109
	Iteration 42Q: 3 clusters Score -3719996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3720000.000000 Penalty: 5334.662109
	Iteration 43Q: 3 clusters Score -3720000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3720006.750000 Penalty: 5334.662109
	Iteration 44Q: 3 clusters Score -3720007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3720005.000000 Penalty: 5334.662109
	Iteration 45Q: 3 clusters Score -3720005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3719999.750000 Penalty: 5334.662109
	Iteration 46Q: 3 clusters Score -3720000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3720011.000000 Penalty: 5334.662109
	Iteration 47Q: 3 clusters Score -3720011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3720006.000000 Penalty: 5334.662109
	Iteration 48Q: 3 clusters Score -3720006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3720018.500000 Penalty: 5334.662109
	Iteration 49Q: 3 clusters Score -3720018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3720015.000000 Penalty: 5334.662109
	Iteration 50Q: 3 clusters Score -3720015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3720009.250000 Penalty: 5334.662109
	Iteration 51Q: 3 clusters Score -3720009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3720004.250000 Penalty: 5334.662109
	Iteration 52Q: 3 clusters Score -3720004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3720005.500000 Penalty: 5334.662109
	Iteration 53Q: 3 clusters Score -3720006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3720003.750000 Penalty: 5334.662109
	Iteration 54Q: 3 clusters Score -3720004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3720003.750000 Penalty: 5334.662109
	Iteration 55F: 3 clusters Score -3720004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 78680 members 
Mstep: Class 37 contains 37428 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Mstep: Class 40 contains 2978 members 
Mstep: Class 41 contains 2233 members 
Mstep: Class 42 contains 15960 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 875 members 
Mstep: Class 45 contains 142454 members 
Mstep: Class 46 contains 2150 members 
Mstep: Class 47 contains 22505 members 
Mstep: Class 48 contains 6681 members 
Mstep: Class 49 contains 3917 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 14767 members 
Mstep: Class 52 contains 602 members 
Mstep: Class 53 contains 5976 members 
Mstep: Class 54 contains 2514 members 
Mstep: Class 55 contains 4928 members 
Mstep: Class 56 contains 1377 members 
Mstep: Class 57 contains 1317 members 
Mstep: Class 58 contains 5481 members 
Mstep: Class 59 contains 1109 members 
Mstep: Class 60 contains 68755 members 
Mstep: Class 61 contains 9453 members 
Entering Unmasked Estep 
Score: -150697984.000000 Penalty: 217718.250000
Splitting cluster 37 changes total score from -150663792.000000 to -150697984.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 38 (7730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Entering Unmasked Estep 
Score: -599419.562500 Penalty: 2220.310303
	Iteration 0F: 2 clusters Score -599419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -593203.562500 Penalty: 4440.620605
	Iteration 0F: 3 clusters Score -593203.6 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -594992.312500 Penalty: 4440.620605
	Iteration 1F: 3 clusters Score -594992.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -595380.375000 Penalty: 4440.620605
	Iteration 2F: 3 clusters Score -595380.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -595670.625000 Penalty: 4440.620605
	Iteration 3F: 3 clusters Score -595670.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -595900.750000 Penalty: 4440.620605
	Iteration 4F: 3 clusters Score -595900.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -596086.000000 Penalty: 4440.620605
	Iteration 5Q: 3 clusters Score -596086 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -596280.187500 Penalty: 4440.620605
	Iteration 6Q: 3 clusters Score -596280.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -596502.625000 Penalty: 4440.620605
	Iteration 7Q: 3 clusters Score -596502.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -596776.687500 Penalty: 4440.620605
	Iteration 8Q: 3 clusters Score -596776.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -597098.187500 Penalty: 4440.620605
	Iteration 9Q: 3 clusters Score -597098.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -597393.125000 Penalty: 4440.620605
	Iteration 10Q: 3 clusters Score -597393.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -597613.687500 Penalty: 4440.620605
	Iteration 11Q: 3 clusters Score -597613.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -597804.750000 Penalty: 4440.620605
	Iteration 12Q: 3 clusters Score -597804.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -597923.437500 Penalty: 4440.620605
	Iteration 13Q: 3 clusters Score -597923.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -597995.062500 Penalty: 4440.620605
	Iteration 14Q: 3 clusters Score -597995.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -598049.812500 Penalty: 4440.620605
	Iteration 15Q: 3 clusters Score -598049.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -598078.937500 Penalty: 4440.620605
	Iteration 16Q: 3 clusters Score -598078.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -598101.750000 Penalty: 4440.620605
	Iteration 17Q: 3 clusters Score -598101.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -598115.625000 Penalty: 4440.620605
	Iteration 18Q: 3 clusters Score -598115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -598121.250000 Penalty: 4440.620605
	Iteration 19Q: 3 clusters Score -598121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -598123.562500 Penalty: 4440.620605
	Iteration 20F: 3 clusters Score -598123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -598130.875000 Penalty: 4440.620605
	Iteration 21Q: 3 clusters Score -598130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -598134.562500 Penalty: 4440.620605
	Iteration 22Q: 3 clusters Score -598134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -598137.250000 Penalty: 4440.620605
	Iteration 23Q: 3 clusters Score -598137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -598142.375000 Penalty: 4440.620605
	Iteration 24Q: 3 clusters Score -598142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -598142.625000 Penalty: 4440.620605
	Iteration 25Q: 3 clusters Score -598142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -598141.812500 Penalty: 4440.620605
	Iteration 26Q: 3 clusters Score -598141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -598143.562500 Penalty: 4440.620605
	Iteration 27Q: 3 clusters Score -598143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -598147.562500 Penalty: 4440.620605
	Iteration 28Q: 3 clusters Score -598147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -598153.562500 Penalty: 4440.620605
	Iteration 29Q: 3 clusters Score -598153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -598156.687500 Penalty: 4440.620605
	Iteration 30Q: 3 clusters Score -598156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -598156.437500 Penalty: 4440.620605
	Iteration 31Q: 3 clusters Score -598156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -598157.187500 Penalty: 4440.620605
	Iteration 32Q: 3 clusters Score -598157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -598157.312500 Penalty: 4440.620605
	Iteration 33Q: 3 clusters Score -598157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -598160.625000 Penalty: 4440.620605
	Iteration 34Q: 3 clusters Score -598160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -598159.937500 Penalty: 4440.620605
	Iteration 35Q: 3 clusters Score -598159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -598161.187500 Penalty: 4440.620605
	Iteration 36Q: 3 clusters Score -598161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -598162.937500 Penalty: 4440.620605
	Iteration 37Q: 3 clusters Score -598162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -598165.875000 Penalty: 4440.620605
	Iteration 38Q: 3 clusters Score -598165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -598172.062500 Penalty: 4440.620605
	Iteration 39Q: 3 clusters Score -598172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -598174.437500 Penalty: 4440.620605
	Iteration 40F: 3 clusters Score -598174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -598174.562500 Penalty: 4440.620605
	Iteration 41Q: 3 clusters Score -598174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -598177.500000 Penalty: 4440.620605
	Iteration 42Q: 3 clusters Score -598177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -598182.687500 Penalty: 4440.620605
	Iteration 43Q: 3 clusters Score -598182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -598185.375000 Penalty: 4440.620605
	Iteration 44Q: 3 clusters Score -598185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -598188.812500 Penalty: 4440.620605
	Iteration 45Q: 3 clusters Score -598188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -598190.000000 Penalty: 4440.620605
	Iteration 46Q: 3 clusters Score -598190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -598190.125000 Penalty: 4440.620605
	Iteration 47Q: 3 clusters Score -598190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -598191.750000 Penalty: 4440.620605
	Iteration 48Q: 3 clusters Score -598191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -598195.125000 Penalty: 4440.620605
	Iteration 49Q: 3 clusters Score -598195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -598195.812500 Penalty: 4440.620605
	Iteration 50Q: 3 clusters Score -598195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -598197.250000 Penalty: 4440.620605
	Iteration 51Q: 3 clusters Score -598197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -598199.125000 Penalty: 4440.620605
	Iteration 52Q: 3 clusters Score -598199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -598199.125000 Penalty: 4440.620605
	Iteration 53F: 3 clusters Score -598199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Entering Unmasked Estep 
Score: -2727303.500000 Penalty: 2592.185303
	Iteration 0F: 2 clusters Score -2727304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2703813.500000 Penalty: 5184.370605
	Iteration 0F: 3 clusters Score -2703814 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2712390.250000 Penalty: 5184.370605
	Iteration 1F: 3 clusters Score -2712390 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2713024.750000 Penalty: 5184.370605
	Iteration 2Q: 3 clusters Score -2713025 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2713731.750000 Penalty: 5184.370605
	Iteration 3Q: 3 clusters Score -2713732 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2714574.500000 Penalty: 5184.370605
	Iteration 4Q: 3 clusters Score -2714574 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2715594.250000 Penalty: 5184.370605
	Iteration 5F: 3 clusters Score -2715594 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2716807.250000 Penalty: 5184.370605
	Iteration 6F: 3 clusters Score -2716807 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2718129.250000 Penalty: 5184.370605
	Iteration 7F: 3 clusters Score -2718129 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2719537.750000 Penalty: 5184.370605
	Iteration 8F: 3 clusters Score -2719538 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2720844.250000 Penalty: 5184.370605
	Iteration 9F: 3 clusters Score -2720844 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2721974.250000 Penalty: 5184.370605
	Iteration 10Q: 3 clusters Score -2721974 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2722876.250000 Penalty: 5184.370605
	Iteration 11Q: 3 clusters Score -2722876 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2723599.500000 Penalty: 5184.370605
	Iteration 12Q: 3 clusters Score -2723600 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2724150.500000 Penalty: 5184.370605
	Iteration 13Q: 3 clusters Score -2724150 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2724543.250000 Penalty: 5184.370605
	Iteration 14Q: 3 clusters Score -2724543 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2724836.500000 Penalty: 5184.370605
	Iteration 15Q: 3 clusters Score -2724836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2725033.250000 Penalty: 5184.370605
	Iteration 16Q: 3 clusters Score -2725033 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2725175.250000 Penalty: 5184.370605
	Iteration 17Q: 3 clusters Score -2725175 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2725279.000000 Penalty: 5184.370605
	Iteration 18Q: 3 clusters Score -2725279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2725342.750000 Penalty: 5184.370605
	Iteration 19Q: 3 clusters Score -2725343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2725387.750000 Penalty: 5184.370605
	Iteration 20F: 3 clusters Score -2725388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2725421.250000 Penalty: 5184.370605
	Iteration 21Q: 3 clusters Score -2725421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2725447.750000 Penalty: 5184.370605
	Iteration 22Q: 3 clusters Score -2725448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2725459.500000 Penalty: 5184.370605
	Iteration 23Q: 3 clusters Score -2725460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2725479.000000 Penalty: 5184.370605
	Iteration 24Q: 3 clusters Score -2725479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2725487.250000 Penalty: 5184.370605
	Iteration 25Q: 3 clusters Score -2725487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2725495.750000 Penalty: 5184.370605
	Iteration 26Q: 3 clusters Score -2725496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2725498.250000 Penalty: 5184.370605
	Iteration 27Q: 3 clusters Score -2725498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2725508.000000 Penalty: 5184.370605
	Iteration 28Q: 3 clusters Score -2725508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2725520.750000 Penalty: 5184.370605
	Iteration 29Q: 3 clusters Score -2725521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2725527.500000 Penalty: 5184.370605
	Iteration 30Q: 3 clusters Score -2725528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2725532.500000 Penalty: 5184.370605
	Iteration 31Q: 3 clusters Score -2725532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2725535.750000 Penalty: 5184.370605
	Iteration 32Q: 3 clusters Score -2725536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2725538.500000 Penalty: 5184.370605
	Iteration 33Q: 3 clusters Score -2725538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2725537.000000 Penalty: 5184.370605
	Iteration 34Q: 3 clusters Score -2725537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2725537.000000 Penalty: 5184.370605
	Iteration 35Q: 3 clusters Score -2725537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2725536.500000 Penalty: 5184.370605
	Iteration 36Q: 3 clusters Score -2725536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2725538.750000 Penalty: 5184.370605
	Iteration 37Q: 3 clusters Score -2725539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2725538.500000 Penalty: 5184.370605
	Iteration 38Q: 3 clusters Score -2725538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2725541.750000 Penalty: 5184.370605
	Iteration 39Q: 3 clusters Score -2725542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2725541.250000 Penalty: 5184.370605
	Iteration 40F: 3 clusters Score -2725541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 173345 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 2117 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 117561 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 144778 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 137566 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 61343 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 11688 members 
Mstep: Class 31 contains 19378 members 
Mstep: Class 32 contains 143955 members 
Mstep: Class 33 contains 119713 members 
Mstep: Class 34 contains 2196 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 78680 members 
Mstep: Class 37 contains 37428 members 
Mstep: Class 38 contains 7730 members 
Mstep: Class 39 contains 34626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150719600.000000 Penalty: 217718.250000
Iteration 79Q: 62 clusters Score -1.507196e+08 nChanged 35394
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 170406 members 
Mstep: Class 8 contains 18019 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 117403 members 
Mstep: Class 13 contains 23979 members 
Mstep: Class 14 contains 29508 members 
Mstep: Class 15 contains 145466 members 
Mstep: Class 16 contains 13893 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 169204 members 
Mstep: Class 19 contains 134608 members 
Mstep: Class 20 contains 19153 members 
Mstep: Class 21 contains 6506 members 
Mstep: Class 22 contains 62109 members 
Mstep: Class 23 contains 4606 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 3977 members 
Mstep: Class 26 contains 6497 members 
Mstep: Class 27 contains 15446 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 19323 members 
Mstep: Class 30 contains 11256 members 
Mstep: Class 31 contains 19884 members 
Mstep: Class 32 contains 145072 members 
Mstep: Class 33 contains 121101 members 
Mstep: Class 34 contains 2189 members 
Mstep: Class 35 contains 5368 members 
Mstep: Class 36 contains 81528 members 
Mstep: Class 37 contains 39061 members 
Mstep: Class 38 contains 7961 members 
Mstep: Class 39 contains 35014 members 
Mstep: Class 40 contains 2936 members 
Mstep: Class 41 contains 2232 members 
Mstep: Class 42 contains 15048 members 
Mstep: Class 43 contains 6397 members 
Mstep: Class 44 contains 850 members 
Mstep: Class 45 contains 137964 members 
Mstep: Class 46 contains 2039 members 
Mstep: Class 47 contains 21647 members 
Mstep: Class 48 contains 6348 members 
Mstep: Class 49 contains 3914 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 14293 members 
Mstep: Class 52 contains 540 members 
Mstep: Class 53 contains 5749 members 
Mstep: Class 54 contains 2393 members 
Mstep: Class 55 contains 4915 members 
Mstep: Class 56 contains 1384 members 
Mstep: Class 57 contains 1367 members 
Mstep: Class 58 contains 5281 members 
Mstep: Class 59 contains 1119 members 
Mstep: Class 60 contains 65813 members 
Mstep: Class 61 contains 9325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150737520.000000 Penalty: 217718.250000
Iteration 80F: 62 clusters Score -1.507375e+08 nChanged 29018
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7564 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 5295 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 168471 members 
Mstep: Class 8 contains 17987 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 117228 members 
Mstep: Class 13 contains 24571 members 
Mstep: Class 14 contains 31025 members 
Mstep: Class 15 contains 144331 members 
Mstep: Class 16 contains 13819 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 169270 members 
Mstep: Class 19 contains 133230 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 6505 members 
Mstep: Class 22 contains 61196 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 3965 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 14966 members 
Mstep: Class 28 contains 3835 members 
Mstep: Class 29 contains 19298 members 
Mstep: Class 30 contains 10918 members 
Mstep: Class 31 contains 19948 members 
Mstep: Class 32 contains 143815 members 
Mstep: Class 33 contains 120919 members 
Mstep: Class 34 contains 2120 members 
Mstep: Class 35 contains 5363 members 
Mstep: Class 36 contains 82409 members 
Mstep: Class 37 contains 39115 members 
Mstep: Class 38 contains 8007 members 
Mstep: Class 39 contains 34833 members 
Mstep: Class 40 contains 3042 members 
Mstep: Class 41 contains 2535 members 
Mstep: Class 42 contains 14990 members 
Mstep: Class 43 contains 6408 members 
Mstep: Class 44 contains 894 members 
Mstep: Class 45 contains 138751 members 
Mstep: Class 46 contains 2142 members 
Mstep: Class 47 contains 21525 members 
Mstep: Class 48 contains 6586 members 
Mstep: Class 49 contains 4030 members 
Mstep: Class 50 contains 1983 members 
Mstep: Class 51 contains 14953 members 
Mstep: Class 52 contains 558 members 
Mstep: Class 53 contains 5688 members 
Mstep: Class 54 contains 2555 members 
Mstep: Class 55 contains 4915 members 
Mstep: Class 56 contains 1387 members 
Mstep: Class 57 contains 1591 members 
Mstep: Class 58 contains 5469 members 
Mstep: Class 59 contains 1340 members 
Mstep: Class 60 contains 67469 members 
Mstep: Class 61 contains 9774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150745744.000000 Penalty: 217718.250000
Iteration 81Q: 62 clusters Score -1.507457e+08 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7577 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 5281 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 167321 members 
Mstep: Class 8 contains 18000 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 117154 members 
Mstep: Class 13 contains 24954 members 
Mstep: Class 14 contains 32347 members 
Mstep: Class 15 contains 143382 members 
Mstep: Class 16 contains 13750 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 169366 members 
Mstep: Class 19 contains 132142 members 
Mstep: Class 20 contains 18613 members 
Mstep: Class 21 contains 6520 members 
Mstep: Class 22 contains 60456 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 3962 members 
Mstep: Class 26 contains 6479 members 
Mstep: Class 27 contains 14720 members 
Mstep: Class 28 contains 3897 members 
Mstep: Class 29 contains 19291 members 
Mstep: Class 30 contains 10610 members 
Mstep: Class 31 contains 20096 members 
Mstep: Class 32 contains 142884 members 
Mstep: Class 33 contains 120856 members 
Mstep: Class 34 contains 2095 members 
Mstep: Class 35 contains 5353 members 
Mstep: Class 36 contains 83365 members 
Mstep: Class 37 contains 39244 members 
Mstep: Class 38 contains 8082 members 
Mstep: Class 39 contains 34781 members 
Mstep: Class 40 contains 3060 members 
Mstep: Class 41 contains 2713 members 
Mstep: Class 42 contains 14778 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 924 members 
Mstep: Class 45 contains 138717 members 
Mstep: Class 46 contains 2152 members 
Mstep: Class 47 contains 21402 members 
Mstep: Class 48 contains 6685 members 
Mstep: Class 49 contains 4074 members 
Mstep: Class 50 contains 2036 members 
Mstep: Class 51 contains 15376 members 
Mstep: Class 52 contains 580 members 
Mstep: Class 53 contains 5617 members 
Mstep: Class 54 contains 2633 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1384 members 
Mstep: Class 57 contains 1598 members 
Mstep: Class 58 contains 5550 members 
Mstep: Class 59 contains 1365 members 
Mstep: Class 60 contains 68733 members 
Mstep: Class 61 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751136.000000 Penalty: 217718.250000
Iteration 82Q: 62 clusters Score -1.507511e+08 nChanged 12451
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7589 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 166506 members 
Mstep: Class 8 contains 17988 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 4729 members 
Mstep: Class 12 contains 117115 members 
Mstep: Class 13 contains 25206 members 
Mstep: Class 14 contains 33628 members 
Mstep: Class 15 contains 142565 members 
Mstep: Class 16 contains 13670 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 169432 members 
Mstep: Class 19 contains 131149 members 
Mstep: Class 20 contains 18490 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 59810 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 2533 members 
Mstep: Class 25 contains 3959 members 
Mstep: Class 26 contains 6525 members 
Mstep: Class 27 contains 14584 members 
Mstep: Class 28 contains 3932 members 
Mstep: Class 29 contains 19290 members 
Mstep: Class 30 contains 10355 members 
Mstep: Class 31 contains 20232 members 
Mstep: Class 32 contains 142212 members 
Mstep: Class 33 contains 120776 members 
Mstep: Class 34 contains 2095 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 36 contains 84223 members 
Mstep: Class 37 contains 39337 members 
Mstep: Class 38 contains 8127 members 
Mstep: Class 39 contains 34775 members 
Mstep: Class 40 contains 3062 members 
Mstep: Class 41 contains 2840 members 
Mstep: Class 42 contains 14513 members 
Mstep: Class 43 contains 6417 members 
Mstep: Class 44 contains 935 members 
Mstep: Class 45 contains 138422 members 
Mstep: Class 46 contains 2159 members 
Mstep: Class 47 contains 21325 members 
Mstep: Class 48 contains 6746 members 
Mstep: Class 49 contains 4089 members 
Mstep: Class 50 contains 2071 members 
Mstep: Class 51 contains 15722 members 
Mstep: Class 52 contains 591 members 
Mstep: Class 53 contains 5564 members 
Mstep: Class 54 contains 2668 members 
Mstep: Class 55 contains 4914 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1594 members 
Mstep: Class 58 contains 5598 members 
Mstep: Class 59 contains 1372 members 
Mstep: Class 60 contains 69857 members 
Mstep: Class 61 contains 10548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150754064.000000 Penalty: 217718.250000
Iteration 83Q: 62 clusters Score -1.507541e+08 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7604 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 165932 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 4899 members 
Mstep: Class 12 contains 117081 members 
Mstep: Class 13 contains 25392 members 
Mstep: Class 14 contains 34727 members 
Mstep: Class 15 contains 141935 members 
Mstep: Class 16 contains 13592 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 169480 members 
Mstep: Class 19 contains 130154 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 59208 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 2530 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 14480 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 19288 members 
Mstep: Class 30 contains 10150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 141727 members 
Mstep: Class 33 contains 120716 members 
Mstep: Class 34 contains 2096 members 
Mstep: Class 35 contains 5329 members 
Mstep: Class 36 contains 84932 members 
Mstep: Class 37 contains 39392 members 
Mstep: Class 38 contains 8151 members 
Mstep: Class 39 contains 34799 members 
Mstep: Class 40 contains 3063 members 
Mstep: Class 41 contains 2924 members 
Mstep: Class 42 contains 14302 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 946 members 
Mstep: Class 45 contains 138111 members 
Mstep: Class 46 contains 2153 members 
Mstep: Class 47 contains 21250 members 
Mstep: Class 48 contains 6767 members 
Mstep: Class 49 contains 4096 members 
Mstep: Class 50 contains 2087 members 
Mstep: Class 51 contains 16025 members 
Mstep: Class 52 contains 601 members 
Mstep: Class 53 contains 5537 members 
Mstep: Class 54 contains 2679 members 
Mstep: Class 55 contains 4916 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1583 members 
Mstep: Class 58 contains 5648 members 
Mstep: Class 59 contains 1381 members 
Mstep: Class 60 contains 70895 members 
Mstep: Class 61 contains 10831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150756176.000000 Penalty: 217718.250000
Iteration 84Q: 62 clusters Score -1.507562e+08 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7617 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 7 contains 165495 members 
Mstep: Class 8 contains 17932 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 117059 members 
Mstep: Class 13 contains 25497 members 
Mstep: Class 14 contains 35714 members 
Mstep: Class 15 contains 141399 members 
Mstep: Class 16 contains 13532 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 169521 members 
Mstep: Class 19 contains 129153 members 
Mstep: Class 20 contains 18361 members 
Mstep: Class 21 contains 6515 members 
Mstep: Class 22 contains 58635 members 
Mstep: Class 23 contains 4282 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6635 members 
Mstep: Class 27 contains 14423 members 
Mstep: Class 28 contains 3972 members 
Mstep: Class 29 contains 19284 members 
Mstep: Class 30 contains 9969 members 
Mstep: Class 31 contains 20463 members 
Mstep: Class 32 contains 141443 members 
Mstep: Class 33 contains 120679 members 
Mstep: Class 34 contains 2101 members 
Mstep: Class 35 contains 5317 members 
Mstep: Class 36 contains 85516 members 
Mstep: Class 37 contains 39421 members 
Mstep: Class 38 contains 8169 members 
Mstep: Class 39 contains 34849 members 
Mstep: Class 40 contains 3070 members 
Mstep: Class 41 contains 2969 members 
Mstep: Class 42 contains 14095 members 
Mstep: Class 43 contains 6425 members 
Mstep: Class 44 contains 954 members 
Mstep: Class 45 contains 137755 members 
Mstep: Class 46 contains 2140 members 
Mstep: Class 47 contains 21192 members 
Mstep: Class 48 contains 6775 members 
Mstep: Class 49 contains 4098 members 
Mstep: Class 50 contains 2101 members 
Mstep: Class 51 contains 16302 members 
Mstep: Class 52 contains 616 members 
Mstep: Class 53 contains 5520 members 
Mstep: Class 54 contains 2682 members 
Mstep: Class 55 contains 4919 members 
Mstep: Class 56 contains 1387 members 
Mstep: Class 57 contains 1572 members 
Mstep: Class 58 contains 5674 members 
Mstep: Class 59 contains 1381 members 
Mstep: Class 60 contains 71923 members 
Mstep: Class 61 contains 11088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757072.000000 Penalty: 217718.250000
Iteration 85Q: 62 clusters Score -1.507571e+08 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 752 members 
Mstep: Class 7 contains 165163 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 2422 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 5169 members 
Mstep: Class 12 contains 117039 members 
Mstep: Class 13 contains 25542 members 
Mstep: Class 14 contains 36578 members 
Mstep: Class 15 contains 140965 members 
Mstep: Class 16 contains 13475 members 
Mstep: Class 17 contains 1768 members 
Mstep: Class 18 contains 169544 members 
Mstep: Class 19 contains 128166 members 
Mstep: Class 20 contains 18310 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 58130 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 2524 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 14371 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 19283 members 
Mstep: Class 30 contains 9830 members 
Mstep: Class 31 contains 20540 members 
Mstep: Class 32 contains 141222 members 
Mstep: Class 33 contains 120647 members 
Mstep: Class 34 contains 2099 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 86041 members 
Mstep: Class 37 contains 39463 members 
Mstep: Class 38 contains 8177 members 
Mstep: Class 39 contains 34937 members 
Mstep: Class 40 contains 3070 members 
Mstep: Class 41 contains 3015 members 
Mstep: Class 42 contains 13901 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 137373 members 
Mstep: Class 46 contains 2125 members 
Mstep: Class 47 contains 21155 members 
Mstep: Class 48 contains 6786 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2121 members 
Mstep: Class 51 contains 16511 members 
Mstep: Class 52 contains 630 members 
Mstep: Class 53 contains 5516 members 
Mstep: Class 54 contains 2680 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 5705 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 72922 members 
Mstep: Class 61 contains 11341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757856.000000 Penalty: 217718.250000
Iteration 86Q: 62 clusters Score -1.507579e+08 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7638 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 5302 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 164907 members 
Mstep: Class 8 contains 17786 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 5239 members 
Mstep: Class 12 contains 117024 members 
Mstep: Class 13 contains 25605 members 
Mstep: Class 14 contains 37334 members 
Mstep: Class 15 contains 140635 members 
Mstep: Class 16 contains 13418 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 169555 members 
Mstep: Class 19 contains 127145 members 
Mstep: Class 20 contains 18250 members 
Mstep: Class 21 contains 6516 members 
Mstep: Class 22 contains 57702 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6732 members 
Mstep: Class 27 contains 14332 members 
Mstep: Class 28 contains 3985 members 
Mstep: Class 29 contains 19284 members 
Mstep: Class 30 contains 9747 members 
Mstep: Class 31 contains 20594 members 
Mstep: Class 32 contains 141031 members 
Mstep: Class 33 contains 120643 members 
Mstep: Class 34 contains 2100 members 
Mstep: Class 35 contains 5294 members 
Mstep: Class 36 contains 86493 members 
Mstep: Class 37 contains 39488 members 
Mstep: Class 38 contains 8184 members 
Mstep: Class 39 contains 34990 members 
Mstep: Class 40 contains 3071 members 
Mstep: Class 41 contains 3069 members 
Mstep: Class 42 contains 13696 members 
Mstep: Class 43 contains 6432 members 
Mstep: Class 44 contains 962 members 
Mstep: Class 45 contains 136968 members 
Mstep: Class 46 contains 2120 members 
Mstep: Class 47 contains 21121 members 
Mstep: Class 48 contains 6779 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2132 members 
Mstep: Class 51 contains 16693 members 
Mstep: Class 52 contains 636 members 
Mstep: Class 53 contains 5514 members 
Mstep: Class 54 contains 2683 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1385 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 5735 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 73902 members 
Mstep: Class 61 contains 11636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150758384.000000 Penalty: 217718.250000
Iteration 87Q: 62 clusters Score -1.507584e+08 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 5303 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 164707 members 
Mstep: Class 8 contains 17716 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 12 contains 117018 members 
Mstep: Class 13 contains 25649 members 
Mstep: Class 14 contains 37974 members 
Mstep: Class 15 contains 140348 members 
Mstep: Class 16 contains 13376 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 169566 members 
Mstep: Class 19 contains 126049 members 
Mstep: Class 20 contains 18199 members 
Mstep: Class 21 contains 6516 members 
Mstep: Class 22 contains 57289 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6786 members 
Mstep: Class 27 contains 14284 members 
Mstep: Class 28 contains 3992 members 
Mstep: Class 29 contains 19282 members 
Mstep: Class 30 contains 9694 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 140913 members 
Mstep: Class 33 contains 120665 members 
Mstep: Class 34 contains 2103 members 
Mstep: Class 35 contains 5292 members 
Mstep: Class 36 contains 86924 members 
Mstep: Class 37 contains 39510 members 
Mstep: Class 38 contains 8192 members 
Mstep: Class 39 contains 35037 members 
Mstep: Class 40 contains 3072 members 
Mstep: Class 41 contains 3113 members 
Mstep: Class 42 contains 13496 members 
Mstep: Class 43 contains 6432 members 
Mstep: Class 44 contains 964 members 
Mstep: Class 45 contains 136642 members 
Mstep: Class 46 contains 2108 members 
Mstep: Class 47 contains 21095 members 
Mstep: Class 48 contains 6743 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2143 members 
Mstep: Class 51 contains 16849 members 
Mstep: Class 52 contains 640 members 
Mstep: Class 53 contains 5512 members 
Mstep: Class 54 contains 2687 members 
Mstep: Class 55 contains 4923 members 
Mstep: Class 56 contains 1385 members 
Mstep: Class 57 contains 1568 members 
Mstep: Class 58 contains 5773 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 74893 members 
Mstep: Class 61 contains 11936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150758768.000000 Penalty: 217718.250000
Iteration 88Q: 62 clusters Score -1.507588e+08 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7642 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 164547 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 117005 members 
Mstep: Class 13 contains 25718 members 
Mstep: Class 14 contains 38598 members 
Mstep: Class 15 contains 140144 members 
Mstep: Class 16 contains 13330 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 169577 members 
Mstep: Class 19 contains 124813 members 
Mstep: Class 20 contains 18175 members 
Mstep: Class 21 contains 6514 members 
Mstep: Class 22 contains 56928 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 14239 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 19282 members 
Mstep: Class 30 contains 9651 members 
Mstep: Class 31 contains 20629 members 
Mstep: Class 32 contains 140868 members 
Mstep: Class 33 contains 120683 members 
Mstep: Class 34 contains 2102 members 
Mstep: Class 35 contains 5292 members 
Mstep: Class 36 contains 87334 members 
Mstep: Class 37 contains 39516 members 
Mstep: Class 38 contains 8192 members 
Mstep: Class 39 contains 35095 members 
Mstep: Class 40 contains 3075 members 
Mstep: Class 41 contains 3148 members 
Mstep: Class 42 contains 13291 members 
Mstep: Class 43 contains 6433 members 
Mstep: Class 44 contains 968 members 
Mstep: Class 45 contains 136281 members 
Mstep: Class 46 contains 2098 members 
Mstep: Class 47 contains 21072 members 
Mstep: Class 48 contains 6706 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2160 members 
Mstep: Class 51 contains 16961 members 
Mstep: Class 52 contains 644 members 
Mstep: Class 53 contains 5511 members 
Mstep: Class 54 contains 2688 members 
Mstep: Class 55 contains 4923 members 
Mstep: Class 56 contains 1385 members 
Mstep: Class 57 contains 1571 members 
Mstep: Class 58 contains 5805 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 75872 members 
Mstep: Class 61 contains 12268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150758528.000000 Penalty: 217718.250000
Iteration 89Q: 62 clusters Score -1.507585e+08 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 5333 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 7 contains 164436 members 
Mstep: Class 8 contains 17602 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 11 contains 5355 members 
Mstep: Class 12 contains 116994 members 
Mstep: Class 13 contains 25729 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 139954 members 
Mstep: Class 16 contains 13297 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 169595 members 
Mstep: Class 19 contains 123493 members 
Mstep: Class 20 contains 18163 members 
Mstep: Class 21 contains 6510 members 
Mstep: Class 22 contains 56599 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 14202 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 19282 members 
Mstep: Class 30 contains 9612 members 
Mstep: Class 31 contains 20642 members 
Mstep: Class 32 contains 140780 members 
Mstep: Class 33 contains 120718 members 
Mstep: Class 34 contains 2103 members 
Mstep: Class 35 contains 5288 members 
Mstep: Class 36 contains 87805 members 
Mstep: Class 37 contains 39523 members 
Mstep: Class 38 contains 8194 members 
Mstep: Class 39 contains 35132 members 
Mstep: Class 40 contains 3078 members 
Mstep: Class 41 contains 3181 members 
Mstep: Class 42 contains 13107 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 971 members 
Mstep: Class 45 contains 135922 members 
Mstep: Class 46 contains 2092 members 
Mstep: Class 47 contains 21046 members 
Mstep: Class 48 contains 6678 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2168 members 
Mstep: Class 51 contains 17058 members 
Mstep: Class 52 contains 647 members 
Mstep: Class 53 contains 5508 members 
Mstep: Class 54 contains 2693 members 
Mstep: Class 55 contains 4923 members 
Mstep: Class 56 contains 1384 members 
Mstep: Class 57 contains 1575 members 
Mstep: Class 58 contains 5827 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 76937 members 
Mstep: Class 61 contains 12547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757408.000000 Penalty: 217718.250000
Iteration 90Q: 62 clusters Score -1.507574e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7654 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 5370 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 164319 members 
Mstep: Class 8 contains 17560 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5384 members 
Mstep: Class 12 contains 116989 members 
Mstep: Class 13 contains 25785 members 
Mstep: Class 14 contains 39571 members 
Mstep: Class 15 contains 139848 members 
Mstep: Class 16 contains 13253 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 169608 members 
Mstep: Class 19 contains 122036 members 
Mstep: Class 20 contains 18158 members 
Mstep: Class 21 contains 6505 members 
Mstep: Class 22 contains 56316 members 
Mstep: Class 23 contains 4125 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6941 members 
Mstep: Class 27 contains 14168 members 
Mstep: Class 28 contains 4020 members 
Mstep: Class 29 contains 19281 members 
Mstep: Class 30 contains 9581 members 
Mstep: Class 31 contains 20638 members 
Mstep: Class 32 contains 140741 members 
Mstep: Class 33 contains 120783 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 88278 members 
Mstep: Class 37 contains 39529 members 
Mstep: Class 38 contains 8193 members 
Mstep: Class 39 contains 35165 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3215 members 
Mstep: Class 42 contains 12950 members 
Mstep: Class 43 contains 6429 members 
Mstep: Class 44 contains 972 members 
Mstep: Class 45 contains 135629 members 
Mstep: Class 46 contains 2086 members 
Mstep: Class 47 contains 21025 members 
Mstep: Class 48 contains 6637 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 17141 members 
Mstep: Class 52 contains 648 members 
Mstep: Class 53 contains 5507 members 
Mstep: Class 54 contains 2700 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1385 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 5850 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 77987 members 
Mstep: Class 61 contains 12815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150756592.000000 Penalty: 217718.250000
Iteration 91Q: 62 clusters Score -1.507566e+08 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7656 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 164224 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5413 members 
Mstep: Class 12 contains 116977 members 
Mstep: Class 13 contains 25827 members 
Mstep: Class 14 contains 39962 members 
Mstep: Class 15 contains 139787 members 
Mstep: Class 16 contains 13207 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 169615 members 
Mstep: Class 19 contains 120413 members 
Mstep: Class 20 contains 18144 members 
Mstep: Class 21 contains 6505 members 
Mstep: Class 22 contains 56051 members 
Mstep: Class 23 contains 4072 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 6982 members 
Mstep: Class 27 contains 14139 members 
Mstep: Class 28 contains 4022 members 
Mstep: Class 29 contains 19281 members 
Mstep: Class 30 contains 9553 members 
Mstep: Class 31 contains 20637 members 
Mstep: Class 32 contains 140702 members 
Mstep: Class 33 contains 120814 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 36 contains 88833 members 
Mstep: Class 37 contains 39557 members 
Mstep: Class 38 contains 8197 members 
Mstep: Class 39 contains 35194 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3239 members 
Mstep: Class 42 contains 12819 members 
Mstep: Class 43 contains 6429 members 
Mstep: Class 44 contains 974 members 
Mstep: Class 45 contains 135372 members 
Mstep: Class 46 contains 2068 members 
Mstep: Class 47 contains 21015 members 
Mstep: Class 48 contains 6604 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 2191 members 
Mstep: Class 51 contains 17222 members 
Mstep: Class 52 contains 649 members 
Mstep: Class 53 contains 5506 members 
Mstep: Class 54 contains 2702 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1385 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 5870 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 79108 members 
Mstep: Class 61 contains 13044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757376.000000 Penalty: 217718.250000
Iteration 92Q: 62 clusters Score -1.507574e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 1346 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 164127 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 116973 members 
Mstep: Class 13 contains 25844 members 
Mstep: Class 14 contains 40302 members 
Mstep: Class 15 contains 139677 members 
Mstep: Class 16 contains 13166 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 169623 members 
Mstep: Class 19 contains 118854 members 
Mstep: Class 20 contains 18142 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 55830 members 
Mstep: Class 23 contains 4000 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7019 members 
Mstep: Class 27 contains 14097 members 
Mstep: Class 28 contains 4024 members 
Mstep: Class 29 contains 19280 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 20635 members 
Mstep: Class 32 contains 140654 members 
Mstep: Class 33 contains 120849 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 5281 members 
Mstep: Class 36 contains 89382 members 
Mstep: Class 37 contains 39548 members 
Mstep: Class 38 contains 8201 members 
Mstep: Class 39 contains 35217 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3261 members 
Mstep: Class 42 contains 12704 members 
Mstep: Class 43 contains 6431 members 
Mstep: Class 44 contains 976 members 
Mstep: Class 45 contains 135182 members 
Mstep: Class 46 contains 2054 members 
Mstep: Class 47 contains 21004 members 
Mstep: Class 48 contains 6570 members 
Mstep: Class 49 contains 4098 members 
Mstep: Class 50 contains 2196 members 
Mstep: Class 51 contains 17289 members 
Mstep: Class 52 contains 649 members 
Mstep: Class 53 contains 5505 members 
Mstep: Class 54 contains 2697 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1385 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 5895 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 80225 members 
Mstep: Class 61 contains 13257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757712.000000 Penalty: 217718.250000
Iteration 93Q: 62 clusters Score -1.507577e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 164066 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 116965 members 
Mstep: Class 13 contains 25862 members 
Mstep: Class 14 contains 40584 members 
Mstep: Class 15 contains 139549 members 
Mstep: Class 16 contains 13127 members 
Mstep: Class 17 contains 1965 members 
Mstep: Class 18 contains 169640 members 
Mstep: Class 19 contains 117395 members 
Mstep: Class 20 contains 18123 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 55616 members 
Mstep: Class 23 contains 3897 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7040 members 
Mstep: Class 27 contains 14075 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 19278 members 
Mstep: Class 30 contains 9517 members 
Mstep: Class 31 contains 20631 members 
Mstep: Class 32 contains 140596 members 
Mstep: Class 33 contains 120891 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 36 contains 89831 members 
Mstep: Class 37 contains 39533 members 
Mstep: Class 38 contains 8201 members 
Mstep: Class 39 contains 35234 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3277 members 
Mstep: Class 42 contains 12610 members 
Mstep: Class 43 contains 6432 members 
Mstep: Class 44 contains 979 members 
Mstep: Class 45 contains 135020 members 
Mstep: Class 46 contains 2033 members 
Mstep: Class 47 contains 20988 members 
Mstep: Class 48 contains 6524 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 2200 members 
Mstep: Class 51 contains 17341 members 
Mstep: Class 52 contains 650 members 
Mstep: Class 53 contains 5504 members 
Mstep: Class 54 contains 2694 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 5916 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 81369 members 
Mstep: Class 61 contains 13451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150758544.000000 Penalty: 217718.250000
Iteration 94Q: 62 clusters Score -1.507585e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 803 members 
Mstep: Class 7 contains 164005 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 12 contains 116959 members 
Mstep: Class 13 contains 25865 members 
Mstep: Class 14 contains 40854 members 
Mstep: Class 15 contains 139448 members 
Mstep: Class 16 contains 13088 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 169651 members 
Mstep: Class 19 contains 116031 members 
Mstep: Class 20 contains 18114 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 55427 members 
Mstep: Class 23 contains 3753 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7061 members 
Mstep: Class 27 contains 14041 members 
Mstep: Class 28 contains 4031 members 
Mstep: Class 29 contains 19278 members 
Mstep: Class 30 contains 9499 members 
Mstep: Class 31 contains 20635 members 
Mstep: Class 32 contains 140512 members 
Mstep: Class 33 contains 120917 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 5273 members 
Mstep: Class 36 contains 90173 members 
Mstep: Class 37 contains 39524 members 
Mstep: Class 38 contains 8204 members 
Mstep: Class 39 contains 35253 members 
Mstep: Class 40 contains 3082 members 
Mstep: Class 41 contains 3288 members 
Mstep: Class 42 contains 12552 members 
Mstep: Class 43 contains 6433 members 
Mstep: Class 44 contains 983 members 
Mstep: Class 45 contains 134853 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 20980 members 
Mstep: Class 48 contains 6474 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 2202 members 
Mstep: Class 51 contains 17395 members 
Mstep: Class 52 contains 651 members 
Mstep: Class 53 contains 5504 members 
Mstep: Class 54 contains 2692 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1569 members 
Mstep: Class 58 contains 5942 members 
Mstep: Class 59 contains 1386 members 
Mstep: Class 60 contains 82564 members 
Mstep: Class 61 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150759424.000000 Penalty: 217718.250000
Iteration 95Q: 62 clusters Score -1.507594e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7660 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 5843 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 163951 members 
Mstep: Class 8 contains 17503 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 116955 members 
Mstep: Class 13 contains 25857 members 
Mstep: Class 14 contains 41100 members 
Mstep: Class 15 contains 139319 members 
Mstep: Class 16 contains 13053 members 
Mstep: Class 17 contains 1991 members 
Mstep: Class 18 contains 169661 members 
Mstep: Class 19 contains 114782 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 55258 members 
Mstep: Class 23 contains 3645 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7072 members 
Mstep: Class 27 contains 14008 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 19278 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 20633 members 
Mstep: Class 32 contains 140460 members 
Mstep: Class 33 contains 120939 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 5269 members 
Mstep: Class 36 contains 90352 members 
Mstep: Class 37 contains 39521 members 
Mstep: Class 38 contains 8202 members 
Mstep: Class 39 contains 35265 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3300 members 
Mstep: Class 42 contains 12505 members 
Mstep: Class 43 contains 6436 members 
Mstep: Class 44 contains 990 members 
Mstep: Class 45 contains 134746 members 
Mstep: Class 46 contains 1987 members 
Mstep: Class 47 contains 20971 members 
Mstep: Class 48 contains 6417 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 2198 members 
Mstep: Class 51 contains 17425 members 
Mstep: Class 52 contains 651 members 
Mstep: Class 53 contains 5504 members 
Mstep: Class 54 contains 2688 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1573 members 
Mstep: Class 58 contains 5976 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 83811 members 
Mstep: Class 61 contains 13718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760160.000000 Penalty: 217718.250000
Iteration 96Q: 62 clusters Score -1.507602e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 5914 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 163913 members 
Mstep: Class 8 contains 17504 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 116947 members 
Mstep: Class 13 contains 25849 members 
Mstep: Class 14 contains 41295 members 
Mstep: Class 15 contains 139226 members 
Mstep: Class 16 contains 13021 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 169666 members 
Mstep: Class 19 contains 113629 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 6515 members 
Mstep: Class 22 contains 55115 members 
Mstep: Class 23 contains 3594 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 13976 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 19276 members 
Mstep: Class 30 contains 9480 members 
Mstep: Class 31 contains 20626 members 
Mstep: Class 32 contains 140382 members 
Mstep: Class 33 contains 120951 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 5265 members 
Mstep: Class 36 contains 90390 members 
Mstep: Class 37 contains 39511 members 
Mstep: Class 38 contains 8201 members 
Mstep: Class 39 contains 35294 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3310 members 
Mstep: Class 42 contains 12466 members 
Mstep: Class 43 contains 6440 members 
Mstep: Class 44 contains 993 members 
Mstep: Class 45 contains 134653 members 
Mstep: Class 46 contains 1959 members 
Mstep: Class 47 contains 20965 members 
Mstep: Class 48 contains 6364 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 2198 members 
Mstep: Class 51 contains 17463 members 
Mstep: Class 52 contains 652 members 
Mstep: Class 53 contains 5504 members 
Mstep: Class 54 contains 2678 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1572 members 
Mstep: Class 58 contains 6006 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 85083 members 
Mstep: Class 61 contains 13791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760880.000000 Penalty: 217718.250000
Iteration 97Q: 62 clusters Score -1.507609e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 5950 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 163875 members 
Mstep: Class 8 contains 17508 members 
Mstep: Class 9 contains 2789 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 116942 members 
Mstep: Class 13 contains 25853 members 
Mstep: Class 14 contains 41482 members 
Mstep: Class 15 contains 139143 members 
Mstep: Class 16 contains 12987 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 169672 members 
Mstep: Class 19 contains 112518 members 
Mstep: Class 20 contains 18097 members 
Mstep: Class 21 contains 6511 members 
Mstep: Class 22 contains 54986 members 
Mstep: Class 23 contains 3600 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7111 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 4040 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9475 members 
Mstep: Class 31 contains 20626 members 
Mstep: Class 32 contains 140329 members 
Mstep: Class 33 contains 120988 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 5265 members 
Mstep: Class 36 contains 90309 members 
Mstep: Class 37 contains 39506 members 
Mstep: Class 38 contains 8201 members 
Mstep: Class 39 contains 35301 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3314 members 
Mstep: Class 42 contains 12434 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 1000 members 
Mstep: Class 45 contains 134559 members 
Mstep: Class 46 contains 1938 members 
Mstep: Class 47 contains 20954 members 
Mstep: Class 48 contains 6302 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2202 members 
Mstep: Class 51 contains 17487 members 
Mstep: Class 52 contains 653 members 
Mstep: Class 53 contains 5503 members 
Mstep: Class 54 contains 2663 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1571 members 
Mstep: Class 58 contains 6024 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 86408 members 
Mstep: Class 61 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150761200.000000 Penalty: 217718.250000
Iteration 98Q: 62 clusters Score -1.507612e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 163849 members 
Mstep: Class 8 contains 17504 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 116939 members 
Mstep: Class 13 contains 25845 members 
Mstep: Class 14 contains 41635 members 
Mstep: Class 15 contains 139041 members 
Mstep: Class 16 contains 12967 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 169677 members 
Mstep: Class 19 contains 111458 members 
Mstep: Class 20 contains 18082 members 
Mstep: Class 21 contains 6511 members 
Mstep: Class 22 contains 54897 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 13917 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 20626 members 
Mstep: Class 32 contains 140312 members 
Mstep: Class 33 contains 121010 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 5264 members 
Mstep: Class 36 contains 90209 members 
Mstep: Class 37 contains 39493 members 
Mstep: Class 38 contains 8200 members 
Mstep: Class 39 contains 35301 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3327 members 
Mstep: Class 42 contains 12403 members 
Mstep: Class 43 contains 6437 members 
Mstep: Class 44 contains 1005 members 
Mstep: Class 45 contains 134481 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 20947 members 
Mstep: Class 48 contains 6261 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2205 members 
Mstep: Class 51 contains 17512 members 
Mstep: Class 52 contains 656 members 
Mstep: Class 53 contains 5500 members 
Mstep: Class 54 contains 2659 members 
Mstep: Class 55 contains 4921 members 
Mstep: Class 56 contains 1386 members 
Mstep: Class 57 contains 1573 members 
Mstep: Class 58 contains 6039 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 87687 members 
Mstep: Class 61 contains 13920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150761376.000000 Penalty: 217718.250000
Iteration 99Q: 62 clusters Score -1.507614e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 5968 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 824 members 
Mstep: Class 7 contains 163830 members 
Mstep: Class 8 contains 17479 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5538 members 
Mstep: Class 12 contains 116938 members 
Mstep: Class 13 contains 25856 members 
Mstep: Class 14 contains 41761 members 
Mstep: Class 15 contains 138953 members 
Mstep: Class 16 contains 12939 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 169683 members 
Mstep: Class 19 contains 110528 members 
Mstep: Class 20 contains 18078 members 
Mstep: Class 21 contains 6511 members 
Mstep: Class 22 contains 54828 members 
Mstep: Class 23 contains 3621 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7137 members 
Mstep: Class 27 contains 13905 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9455 members 
Mstep: Class 31 contains 20623 members 
Mstep: Class 32 contains 140279 members 
Mstep: Class 33 contains 121038 members 
Mstep: Class 34 contains 2105 members 
Mstep: Class 35 contains 5261 members 
Mstep: Class 36 contains 89984 members 
Mstep: Class 37 contains 39480 members 
Mstep: Class 38 contains 8199 members 
Mstep: Class 39 contains 35297 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3331 members 
Mstep: Class 42 contains 12386 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 1010 members 
Mstep: Class 45 contains 134402 members 
Mstep: Class 46 contains 1902 members 
Mstep: Class 47 contains 20941 members 
Mstep: Class 48 contains 6217 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2206 members 
Mstep: Class 51 contains 17536 members 
Mstep: Class 52 contains 658 members 
Mstep: Class 53 contains 5500 members 
Mstep: Class 54 contains 2656 members 
Mstep: Class 55 contains 4921 members 
Mstep: Class 56 contains 1387 members 
Mstep: Class 57 contains 1573 members 
Mstep: Class 58 contains 6055 members 
Mstep: Class 59 contains 1387 members 
Mstep: Class 60 contains 88970 members 
Mstep: Class 61 contains 13960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762464.000000 Penalty: 217718.250000
Iteration 100F: 62 clusters Score -1.507625e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 163814 members 
Mstep: Class 8 contains 17459 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5523 members 
Mstep: Class 12 contains 116935 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 41885 members 
Mstep: Class 15 contains 138876 members 
Mstep: Class 16 contains 12909 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 169683 members 
Mstep: Class 19 contains 109594 members 
Mstep: Class 20 contains 18070 members 
Mstep: Class 21 contains 6501 members 
Mstep: Class 22 contains 54677 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7147 members 
Mstep: Class 27 contains 13890 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 140250 members 
Mstep: Class 33 contains 121069 members 
Mstep: Class 34 contains 2099 members 
Mstep: Class 35 contains 5260 members 
Mstep: Class 36 contains 89747 members 
Mstep: Class 37 contains 39478 members 
Mstep: Class 38 contains 8196 members 
Mstep: Class 39 contains 35306 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3336 members 
Mstep: Class 42 contains 12283 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 1010 members 
Mstep: Class 45 contains 134314 members 
Mstep: Class 46 contains 1879 members 
Mstep: Class 47 contains 20938 members 
Mstep: Class 48 contains 6202 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2228 members 
Mstep: Class 51 contains 17551 members 
Mstep: Class 52 contains 673 members 
Mstep: Class 53 contains 5498 members 
Mstep: Class 54 contains 2651 members 
Mstep: Class 55 contains 4921 members 
Mstep: Class 56 contains 1387 members 
Mstep: Class 57 contains 1574 members 
Mstep: Class 58 contains 6064 members 
Mstep: Class 59 contains 1387 members 
Mstep: Class 60 contains 90242 members 
Mstep: Class 61 contains 14189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763424.000000 Penalty: 217718.250000
Iteration 101Q: 62 clusters Score -1.507634e+08 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 1379 members 
Mstep: Class 4 contains 5978 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 7 contains 163804 members 
Mstep: Class 8 contains 17443 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 116933 members 
Mstep: Class 13 contains 25884 members 
Mstep: Class 14 contains 42002 members 
Mstep: Class 15 contains 138809 members 
Mstep: Class 16 contains 12881 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 169686 members 
Mstep: Class 19 contains 108732 members 
Mstep: Class 20 contains 18055 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 54446 members 
Mstep: Class 23 contains 3637 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7153 members 
Mstep: Class 27 contains 13877 members 
Mstep: Class 28 contains 4060 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9427 members 
Mstep: Class 31 contains 20615 members 
Mstep: Class 32 contains 140195 members 
Mstep: Class 33 contains 121098 members 
Mstep: Class 34 contains 2096 members 
Mstep: Class 35 contains 5257 members 
Mstep: Class 36 contains 89392 members 
Mstep: Class 37 contains 39487 members 
Mstep: Class 38 contains 8196 members 
Mstep: Class 39 contains 35319 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3345 members 
Mstep: Class 42 contains 12167 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 1011 members 
Mstep: Class 45 contains 134257 members 
Mstep: Class 46 contains 1858 members 
Mstep: Class 47 contains 20937 members 
Mstep: Class 48 contains 6188 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2251 members 
Mstep: Class 51 contains 17554 members 
Mstep: Class 52 contains 684 members 
Mstep: Class 53 contains 5498 members 
Mstep: Class 54 contains 2649 members 
Mstep: Class 55 contains 4920 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1571 members 
Mstep: Class 58 contains 6079 members 
Mstep: Class 59 contains 1388 members 
Mstep: Class 60 contains 91544 members 
Mstep: Class 61 contains 14460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764192.000000 Penalty: 217718.250000
Iteration 102Q: 62 clusters Score -1.507642e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 1382 members 
Mstep: Class 4 contains 5980 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 163795 members 
Mstep: Class 8 contains 17414 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 116932 members 
Mstep: Class 13 contains 25894 members 
Mstep: Class 14 contains 42101 members 
Mstep: Class 15 contains 138761 members 
Mstep: Class 16 contains 12862 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 169694 members 
Mstep: Class 19 contains 107945 members 
Mstep: Class 20 contains 18032 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 54212 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7150 members 
Mstep: Class 27 contains 13870 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9403 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 140160 members 
Mstep: Class 33 contains 121135 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5255 members 
Mstep: Class 36 contains 88965 members 
Mstep: Class 37 contains 39478 members 
Mstep: Class 38 contains 8198 members 
Mstep: Class 39 contains 35318 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3352 members 
Mstep: Class 42 contains 12023 members 
Mstep: Class 43 contains 6439 members 
Mstep: Class 44 contains 1013 members 
Mstep: Class 45 contains 134218 members 
Mstep: Class 46 contains 1848 members 
Mstep: Class 47 contains 20933 members 
Mstep: Class 48 contains 6179 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 17554 members 
Mstep: Class 52 contains 699 members 
Mstep: Class 53 contains 5497 members 
Mstep: Class 54 contains 2647 members 
Mstep: Class 55 contains 4920 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1573 members 
Mstep: Class 58 contains 6086 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 92826 members 
Mstep: Class 61 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764848.000000 Penalty: 217718.250000
Iteration 103Q: 62 clusters Score -1.507648e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 163781 members 
Mstep: Class 8 contains 17404 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 116931 members 
Mstep: Class 13 contains 25897 members 
Mstep: Class 14 contains 42185 members 
Mstep: Class 15 contains 138754 members 
Mstep: Class 16 contains 12843 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 169701 members 
Mstep: Class 19 contains 107149 members 
Mstep: Class 20 contains 18006 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 54019 members 
Mstep: Class 23 contains 3647 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7153 members 
Mstep: Class 27 contains 13851 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9390 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 140106 members 
Mstep: Class 33 contains 121166 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 88529 members 
Mstep: Class 37 contains 39466 members 
Mstep: Class 38 contains 8198 members 
Mstep: Class 39 contains 35316 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3359 members 
Mstep: Class 42 contains 11813 members 
Mstep: Class 43 contains 6439 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 134183 members 
Mstep: Class 46 contains 1849 members 
Mstep: Class 47 contains 20931 members 
Mstep: Class 48 contains 6171 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2275 members 
Mstep: Class 51 contains 17557 members 
Mstep: Class 52 contains 716 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2647 members 
Mstep: Class 55 contains 4921 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1571 members 
Mstep: Class 58 contains 6092 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 94101 members 
Mstep: Class 61 contains 15137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150766048.000000 Penalty: 217718.250000
Iteration 104Q: 62 clusters Score -1.50766e+08 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5978 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 163768 members 
Mstep: Class 8 contains 17395 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 116931 members 
Mstep: Class 13 contains 25896 members 
Mstep: Class 14 contains 42247 members 
Mstep: Class 15 contains 138756 members 
Mstep: Class 16 contains 12830 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 169705 members 
Mstep: Class 19 contains 106368 members 
Mstep: Class 20 contains 17981 members 
Mstep: Class 21 contains 6488 members 
Mstep: Class 22 contains 53860 members 
Mstep: Class 23 contains 3652 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7165 members 
Mstep: Class 27 contains 13813 members 
Mstep: Class 28 contains 4077 members 
Mstep: Class 29 contains 19278 members 
Mstep: Class 30 contains 9375 members 
Mstep: Class 31 contains 20618 members 
Mstep: Class 32 contains 140088 members 
Mstep: Class 33 contains 121179 members 
Mstep: Class 34 contains 2066 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 88058 members 
Mstep: Class 37 contains 39443 members 
Mstep: Class 38 contains 8191 members 
Mstep: Class 39 contains 35319 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3374 members 
Mstep: Class 42 contains 11589 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 1013 members 
Mstep: Class 45 contains 134172 members 
Mstep: Class 46 contains 1838 members 
Mstep: Class 47 contains 20928 members 
Mstep: Class 48 contains 6164 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2271 members 
Mstep: Class 51 contains 17564 members 
Mstep: Class 52 contains 720 members 
Mstep: Class 53 contains 5495 members 
Mstep: Class 54 contains 2645 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1570 members 
Mstep: Class 58 contains 6103 members 
Mstep: Class 59 contains 1384 members 
Mstep: Class 60 contains 95355 members 
Mstep: Class 61 contains 15548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150767216.000000 Penalty: 217718.250000
Iteration 105Q: 62 clusters Score -1.507672e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 844 members 
Mstep: Class 7 contains 163765 members 
Mstep: Class 8 contains 17387 members 
Mstep: Class 9 contains 2956 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 116929 members 
Mstep: Class 13 contains 25911 members 
Mstep: Class 14 contains 42310 members 
Mstep: Class 15 contains 138765 members 
Mstep: Class 16 contains 12826 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 169709 members 
Mstep: Class 19 contains 105606 members 
Mstep: Class 20 contains 17961 members 
Mstep: Class 21 contains 6473 members 
Mstep: Class 22 contains 53722 members 
Mstep: Class 23 contains 3645 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7170 members 
Mstep: Class 27 contains 13787 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 19280 members 
Mstep: Class 30 contains 9365 members 
Mstep: Class 31 contains 20625 members 
Mstep: Class 32 contains 140046 members 
Mstep: Class 33 contains 121194 members 
Mstep: Class 34 contains 2052 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 87652 members 
Mstep: Class 37 contains 39417 members 
Mstep: Class 38 contains 8186 members 
Mstep: Class 39 contains 35327 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3379 members 
Mstep: Class 42 contains 11444 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 1014 members 
Mstep: Class 45 contains 134176 members 
Mstep: Class 46 contains 1822 members 
Mstep: Class 47 contains 20922 members 
Mstep: Class 48 contains 6150 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2269 members 
Mstep: Class 51 contains 17563 members 
Mstep: Class 52 contains 730 members 
Mstep: Class 53 contains 5495 members 
Mstep: Class 54 contains 2646 members 
Mstep: Class 55 contains 4922 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1571 members 
Mstep: Class 58 contains 6112 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 96534 members 
Mstep: Class 61 contains 15842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768000.000000 Penalty: 217718.250000
Iteration 106Q: 62 clusters Score -1.50768e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 5962 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 163762 members 
Mstep: Class 8 contains 17371 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 116927 members 
Mstep: Class 13 contains 25937 members 
Mstep: Class 14 contains 42382 members 
Mstep: Class 15 contains 138769 members 
Mstep: Class 16 contains 12819 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 169713 members 
Mstep: Class 19 contains 104892 members 
Mstep: Class 20 contains 17969 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 53613 members 
Mstep: Class 23 contains 3640 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 13776 members 
Mstep: Class 28 contains 4083 members 
Mstep: Class 29 contains 19280 members 
Mstep: Class 30 contains 9354 members 
Mstep: Class 31 contains 20627 members 
Mstep: Class 32 contains 139985 members 
Mstep: Class 33 contains 121217 members 
Mstep: Class 34 contains 2033 members 
Mstep: Class 35 contains 5248 members 
Mstep: Class 36 contains 87258 members 
Mstep: Class 37 contains 39410 members 
Mstep: Class 38 contains 8184 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3390 members 
Mstep: Class 42 contains 11322 members 
Mstep: Class 43 contains 6436 members 
Mstep: Class 44 contains 1018 members 
Mstep: Class 45 contains 134158 members 
Mstep: Class 46 contains 1803 members 
Mstep: Class 47 contains 20917 members 
Mstep: Class 48 contains 6143 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2262 members 
Mstep: Class 51 contains 17561 members 
Mstep: Class 52 contains 750 members 
Mstep: Class 53 contains 5495 members 
Mstep: Class 54 contains 2645 members 
Mstep: Class 55 contains 4921 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1568 members 
Mstep: Class 58 contains 6119 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 97668 members 
Mstep: Class 61 contains 16031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768416.000000 Penalty: 217718.250000
Iteration 107Q: 62 clusters Score -1.507684e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 163742 members 
Mstep: Class 8 contains 17355 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 116928 members 
Mstep: Class 13 contains 25960 members 
Mstep: Class 14 contains 42451 members 
Mstep: Class 15 contains 138796 members 
Mstep: Class 16 contains 12809 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 169717 members 
Mstep: Class 19 contains 104223 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 53488 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 13744 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 19278 members 
Mstep: Class 30 contains 9343 members 
Mstep: Class 31 contains 20630 members 
Mstep: Class 32 contains 139934 members 
Mstep: Class 33 contains 121229 members 
Mstep: Class 34 contains 2015 members 
Mstep: Class 35 contains 5247 members 
Mstep: Class 36 contains 86748 members 
Mstep: Class 37 contains 39413 members 
Mstep: Class 38 contains 8183 members 
Mstep: Class 39 contains 35328 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3401 members 
Mstep: Class 42 contains 11231 members 
Mstep: Class 43 contains 6436 members 
Mstep: Class 44 contains 1022 members 
Mstep: Class 45 contains 134159 members 
Mstep: Class 46 contains 1795 members 
Mstep: Class 47 contains 20907 members 
Mstep: Class 48 contains 6136 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2265 members 
Mstep: Class 51 contains 17572 members 
Mstep: Class 52 contains 769 members 
Mstep: Class 53 contains 5495 members 
Mstep: Class 54 contains 2642 members 
Mstep: Class 55 contains 4921 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1567 members 
Mstep: Class 58 contains 6120 members 
Mstep: Class 59 contains 1383 members 
Mstep: Class 60 contains 98840 members 
Mstep: Class 61 contains 16197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768480.000000 Penalty: 217718.250000
Iteration 108Q: 62 clusters Score -1.507685e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 163729 members 
Mstep: Class 8 contains 17357 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 116926 members 
Mstep: Class 13 contains 25956 members 
Mstep: Class 14 contains 42516 members 
Mstep: Class 15 contains 138809 members 
Mstep: Class 16 contains 12802 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 169727 members 
Mstep: Class 19 contains 103647 members 
Mstep: Class 20 contains 17978 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 53390 members 
Mstep: Class 23 contains 3638 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 13731 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 19277 members 
Mstep: Class 30 contains 9335 members 
Mstep: Class 31 contains 20633 members 
Mstep: Class 32 contains 139895 members 
Mstep: Class 33 contains 121234 members 
Mstep: Class 34 contains 1995 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 86187 members 
Mstep: Class 37 contains 39412 members 
Mstep: Class 38 contains 8181 members 
Mstep: Class 39 contains 35331 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3416 members 
Mstep: Class 42 contains 11168 members 
Mstep: Class 43 contains 6436 members 
Mstep: Class 44 contains 1026 members 
Mstep: Class 45 contains 134130 members 
Mstep: Class 46 contains 1785 members 
Mstep: Class 47 contains 20893 members 
Mstep: Class 48 contains 6132 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2255 members 
Mstep: Class 51 contains 17580 members 
Mstep: Class 52 contains 791 members 
Mstep: Class 53 contains 5495 members 
Mstep: Class 54 contains 2641 members 
Mstep: Class 55 contains 4920 members 
Mstep: Class 56 contains 1388 members 
Mstep: Class 57 contains 1568 members 
Mstep: Class 58 contains 6120 members 
Mstep: Class 59 contains 1382 members 
Mstep: Class 60 contains 99992 members 
Mstep: Class 61 contains 16321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150768624.000000 Penalty: 217718.250000
Iteration 109Q: 62 clusters Score -1.507686e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7674 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 163714 members 
Mstep: Class 8 contains 17350 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 116926 members 
Mstep: Class 13 contains 25915 members 
Mstep: Class 14 contains 42577 members 
Mstep: Class 15 contains 138824 members 
Mstep: Class 16 contains 12795 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 169730 members 
Mstep: Class 19 contains 103146 members 
Mstep: Class 20 contains 17984 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 53305 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 13714 members 
Mstep: Class 28 contains 4096 members 
Mstep: Class 29 contains 19276 members 
Mstep: Class 30 contains 9330 members 
Mstep: Class 31 contains 20633 members 
Mstep: Class 32 contains 139823 members 
Mstep: Class 33 contains 121243 members 
Mstep: Class 34 contains 1977 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 85610 members 
Mstep: Class 37 contains 39413 members 
Mstep: Class 38 contains 8177 members 
Mstep: Class 39 contains 35337 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3417 members 
Mstep: Class 42 contains 11134 members 
Mstep: Class 43 contains 6436 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 134097 members 
Mstep: Class 46 contains 1780 members 
Mstep: Class 47 contains 20891 members 
Mstep: Class 48 contains 6121 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2262 members 
Mstep: Class 51 contains 17584 members 
Mstep: Class 52 contains 809 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2642 members 
Mstep: Class 55 contains 4920 members 
Mstep: Class 56 contains 1389 members 
Mstep: Class 57 contains 1567 members 
Mstep: Class 58 contains 6120 members 
Mstep: Class 59 contains 1382 members 
Mstep: Class 60 contains 101147 members 
Mstep: Class 61 contains 16417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150769200.000000 Penalty: 217718.250000
Iteration 110Q: 62 clusters Score -1.507692e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 163695 members 
Mstep: Class 8 contains 17335 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 116924 members 
Mstep: Class 13 contains 25878 members 
Mstep: Class 14 contains 42633 members 
Mstep: Class 15 contains 138834 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 169732 members 
Mstep: Class 19 contains 102651 members 
Mstep: Class 20 contains 17984 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 53230 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 13704 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9327 members 
Mstep: Class 31 contains 20631 members 
Mstep: Class 32 contains 139751 members 
Mstep: Class 33 contains 121245 members 
Mstep: Class 34 contains 1954 members 
Mstep: Class 35 contains 5241 members 
Mstep: Class 36 contains 85053 members 
Mstep: Class 37 contains 39413 members 
Mstep: Class 38 contains 8175 members 
Mstep: Class 39 contains 35347 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3425 members 
Mstep: Class 42 contains 11116 members 
Mstep: Class 43 contains 6435 members 
Mstep: Class 44 contains 1036 members 
Mstep: Class 45 contains 134081 members 
Mstep: Class 46 contains 1773 members 
Mstep: Class 47 contains 20890 members 
Mstep: Class 48 contains 6116 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2264 members 
Mstep: Class 51 contains 17593 members 
Mstep: Class 52 contains 832 members 
Mstep: Class 53 contains 5493 members 
Mstep: Class 54 contains 2643 members 
Mstep: Class 55 contains 4919 members 
Mstep: Class 56 contains 1389 members 
Mstep: Class 57 contains 1564 members 
Mstep: Class 58 contains 6124 members 
Mstep: Class 59 contains 1382 members 
Mstep: Class 60 contains 102278 members 
Mstep: Class 61 contains 16482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150769648.000000 Penalty: 217718.250000
Iteration 111Q: 62 clusters Score -1.507696e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 163679 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 116919 members 
Mstep: Class 13 contains 25866 members 
Mstep: Class 14 contains 42678 members 
Mstep: Class 15 contains 138847 members 
Mstep: Class 16 contains 12780 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 169733 members 
Mstep: Class 19 contains 102162 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 53156 members 
Mstep: Class 23 contains 3641 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 13692 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9325 members 
Mstep: Class 31 contains 20630 members 
Mstep: Class 32 contains 139681 members 
Mstep: Class 33 contains 121253 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 84454 members 
Mstep: Class 37 contains 39420 members 
Mstep: Class 38 contains 8173 members 
Mstep: Class 39 contains 35347 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3427 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 6435 members 
Mstep: Class 44 contains 1043 members 
Mstep: Class 45 contains 134072 members 
Mstep: Class 46 contains 1762 members 
Mstep: Class 47 contains 20888 members 
Mstep: Class 48 contains 6112 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2257 members 
Mstep: Class 51 contains 17601 members 
Mstep: Class 52 contains 866 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2643 members 
Mstep: Class 55 contains 4917 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1560 members 
Mstep: Class 58 contains 6129 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 103420 members 
Mstep: Class 61 contains 16534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150769904.000000 Penalty: 217718.250000
Iteration 112Q: 62 clusters Score -1.507699e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 163668 members 
Mstep: Class 8 contains 17342 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5628 members 
Mstep: Class 12 contains 116913 members 
Mstep: Class 13 contains 25836 members 
Mstep: Class 14 contains 42715 members 
Mstep: Class 15 contains 138844 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 169736 members 
Mstep: Class 19 contains 101788 members 
Mstep: Class 20 contains 17971 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 53096 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 13672 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9322 members 
Mstep: Class 31 contains 20630 members 
Mstep: Class 32 contains 139588 members 
Mstep: Class 33 contains 121274 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 83891 members 
Mstep: Class 37 contains 39421 members 
Mstep: Class 38 contains 8173 members 
Mstep: Class 39 contains 35342 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3434 members 
Mstep: Class 42 contains 11108 members 
Mstep: Class 43 contains 6435 members 
Mstep: Class 44 contains 1048 members 
Mstep: Class 45 contains 134055 members 
Mstep: Class 46 contains 1758 members 
Mstep: Class 47 contains 20883 members 
Mstep: Class 48 contains 6104 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2250 members 
Mstep: Class 51 contains 17607 members 
Mstep: Class 52 contains 885 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2643 members 
Mstep: Class 55 contains 4916 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1556 members 
Mstep: Class 58 contains 6133 members 
Mstep: Class 59 contains 1385 members 
Mstep: Class 60 contains 104476 members 
Mstep: Class 61 contains 16584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770624.000000 Penalty: 217718.250000
Iteration 113Q: 62 clusters Score -1.507706e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 5950 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 163655 members 
Mstep: Class 8 contains 17344 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 116911 members 
Mstep: Class 13 contains 25827 members 
Mstep: Class 14 contains 42753 members 
Mstep: Class 15 contains 138839 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 169739 members 
Mstep: Class 19 contains 101432 members 
Mstep: Class 20 contains 17968 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 53034 members 
Mstep: Class 23 contains 3641 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 7290 members 
Mstep: Class 27 contains 13654 members 
Mstep: Class 28 contains 4104 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 20628 members 
Mstep: Class 32 contains 139531 members 
Mstep: Class 33 contains 121278 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 83299 members 
Mstep: Class 37 contains 39434 members 
Mstep: Class 38 contains 8172 members 
Mstep: Class 39 contains 35338 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3437 members 
Mstep: Class 42 contains 11104 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 134036 members 
Mstep: Class 46 contains 1751 members 
Mstep: Class 47 contains 20880 members 
Mstep: Class 48 contains 6102 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2236 members 
Mstep: Class 51 contains 17614 members 
Mstep: Class 52 contains 901 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2644 members 
Mstep: Class 55 contains 4914 members 
Mstep: Class 56 contains 1392 members 
Mstep: Class 57 contains 1553 members 
Mstep: Class 58 contains 6136 members 
Mstep: Class 59 contains 1388 members 
Mstep: Class 60 contains 105486 members 
Mstep: Class 61 contains 16636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770528.000000 Penalty: 217718.250000
Iteration 114Q: 62 clusters Score -1.507705e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 163645 members 
Mstep: Class 8 contains 17334 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 116907 members 
Mstep: Class 13 contains 25813 members 
Mstep: Class 14 contains 42801 members 
Mstep: Class 15 contains 138865 members 
Mstep: Class 16 contains 12767 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 169740 members 
Mstep: Class 19 contains 101085 members 
Mstep: Class 20 contains 17967 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 52976 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7296 members 
Mstep: Class 27 contains 13652 members 
Mstep: Class 28 contains 4109 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9322 members 
Mstep: Class 31 contains 20622 members 
Mstep: Class 32 contains 139497 members 
Mstep: Class 33 contains 121290 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 82740 members 
Mstep: Class 37 contains 39441 members 
Mstep: Class 38 contains 8171 members 
Mstep: Class 39 contains 35335 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3434 members 
Mstep: Class 42 contains 11098 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1060 members 
Mstep: Class 45 contains 134011 members 
Mstep: Class 46 contains 1742 members 
Mstep: Class 47 contains 20879 members 
Mstep: Class 48 contains 6104 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 17618 members 
Mstep: Class 52 contains 911 members 
Mstep: Class 53 contains 5495 members 
Mstep: Class 54 contains 2644 members 
Mstep: Class 55 contains 4912 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1551 members 
Mstep: Class 58 contains 6137 members 
Mstep: Class 59 contains 1389 members 
Mstep: Class 60 contains 106408 members 
Mstep: Class 61 contains 16682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770672.000000 Penalty: 217718.250000
Iteration 115Q: 62 clusters Score -1.507707e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 5950 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 888 members 
Mstep: Class 7 contains 163631 members 
Mstep: Class 8 contains 17327 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 116905 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 42841 members 
Mstep: Class 15 contains 138875 members 
Mstep: Class 16 contains 12766 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 169740 members 
Mstep: Class 19 contains 100808 members 
Mstep: Class 20 contains 17968 members 
Mstep: Class 21 contains 6449 members 
Mstep: Class 22 contains 52926 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7299 members 
Mstep: Class 27 contains 13646 members 
Mstep: Class 28 contains 4113 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9321 members 
Mstep: Class 31 contains 20620 members 
Mstep: Class 32 contains 139466 members 
Mstep: Class 33 contains 121296 members 
Mstep: Class 34 contains 1884 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 82200 members 
Mstep: Class 37 contains 39441 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35334 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3434 members 
Mstep: Class 42 contains 11093 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1059 members 
Mstep: Class 45 contains 133996 members 
Mstep: Class 46 contains 1738 members 
Mstep: Class 47 contains 20879 members 
Mstep: Class 48 contains 6106 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17617 members 
Mstep: Class 52 contains 916 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2643 members 
Mstep: Class 55 contains 4912 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1547 members 
Mstep: Class 58 contains 6138 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 107258 members 
Mstep: Class 61 contains 16727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150770688.000000 Penalty: 217718.250000
Iteration 116Q: 62 clusters Score -1.507707e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 5951 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 7 contains 163618 members 
Mstep: Class 8 contains 17314 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 116905 members 
Mstep: Class 13 contains 25775 members 
Mstep: Class 14 contains 42880 members 
Mstep: Class 15 contains 138898 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 169740 members 
Mstep: Class 19 contains 100562 members 
Mstep: Class 20 contains 17972 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 52881 members 
Mstep: Class 23 contains 3645 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13639 members 
Mstep: Class 28 contains 4118 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9322 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 139433 members 
Mstep: Class 33 contains 121301 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 81659 members 
Mstep: Class 37 contains 39442 members 
Mstep: Class 38 contains 8171 members 
Mstep: Class 39 contains 35336 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3432 members 
Mstep: Class 42 contains 11085 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1060 members 
Mstep: Class 45 contains 133963 members 
Mstep: Class 46 contains 1735 members 
Mstep: Class 47 contains 20879 members 
Mstep: Class 48 contains 6107 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2237 members 
Mstep: Class 51 contains 17620 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5493 members 
Mstep: Class 54 contains 2642 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1546 members 
Mstep: Class 58 contains 6137 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 108065 members 
Mstep: Class 61 contains 16774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771088.000000 Penalty: 217718.250000
Iteration 117Q: 62 clusters Score -1.507711e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 163616 members 
Mstep: Class 8 contains 17308 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 116906 members 
Mstep: Class 13 contains 25757 members 
Mstep: Class 14 contains 42916 members 
Mstep: Class 15 contains 138921 members 
Mstep: Class 16 contains 12767 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 169740 members 
Mstep: Class 19 contains 100322 members 
Mstep: Class 20 contains 17974 members 
Mstep: Class 21 contains 6448 members 
Mstep: Class 22 contains 52838 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7306 members 
Mstep: Class 27 contains 13634 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 19275 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20619 members 
Mstep: Class 32 contains 139431 members 
Mstep: Class 33 contains 121302 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 39443 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35330 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3430 members 
Mstep: Class 42 contains 11082 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1060 members 
Mstep: Class 45 contains 133940 members 
Mstep: Class 46 contains 1731 members 
Mstep: Class 47 contains 20880 members 
Mstep: Class 48 contains 6109 members 
Mstep: Class 49 contains 4104 members 
Mstep: Class 50 contains 2233 members 
Mstep: Class 51 contains 17619 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2640 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1545 members 
Mstep: Class 58 contains 6133 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 108755 members 
Mstep: Class 61 contains 16811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150771056.000000 Penalty: 217718.250000
Iteration 118Q: 62 clusters Score -1.507711e+08 nChanged 1935
Entering ConstructFrom: 
Score: -150771056.000000 Penalty: 217718.250000
Entering ConstructFrom: 
Trying to split cluster 1 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -305979.187500 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -305979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -301968.468750 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -301968.5 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -303109.468750 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -303109.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -303455.312500 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -303455.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -303734.562500 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -303734.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -304099.468750 Penalty: 4147.175781
	Iteration 4F: 3 clusters Score -304099.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -304615.125000 Penalty: 4147.175781
	Iteration 5F: 3 clusters Score -304615.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -305248.531250 Penalty: 4147.175781
	Iteration 6F: 3 clusters Score -305248.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -306023.218750 Penalty: 4147.175781
	Iteration 7F: 3 clusters Score -306023.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -306721.093750 Penalty: 4147.175781
	Iteration 8F: 3 clusters Score -306721.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -307094.125000 Penalty: 4147.175781
	Iteration 9F: 3 clusters Score -307094.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -307308.312500 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -307308.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -307504.000000 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -307504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -307659.625000 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -307659.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -307712.500000 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -307712.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -307729.375000 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -307729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -307731.937500 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -307731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -307731.250000 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -307731.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -307741.781250 Penalty: 4147.175781
	Iteration 17F: 3 clusters Score -307741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -307744.250000 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -307744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -307745.531250 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -307745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -307749.187500 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -307749.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 116907 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 1934 members 
Entering Unmasked Estep 
Score: -150771040.000000 Penalty: 221287.406250
Splitting cluster 1 changes total score from -150771056.000000 to -150771040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -600540.437500 Penalty: 2218.604004
	Iteration 0F: 2 clusters Score -600540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -594388.625000 Penalty: 4437.208008
	Iteration 0F: 3 clusters Score -594388.6 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -596032.437500 Penalty: 4437.208008
	Iteration 1F: 3 clusters Score -596032.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -596295.000000 Penalty: 4437.208008
	Iteration 2F: 3 clusters Score -596295 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -596463.687500 Penalty: 4437.208008
	Iteration 3F: 3 clusters Score -596463.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -596576.000000 Penalty: 4437.208008
	Iteration 4Q: 3 clusters Score -596576 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -596670.625000 Penalty: 4437.208008
	Iteration 5Q: 3 clusters Score -596670.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -596748.687500 Penalty: 4437.208008
	Iteration 6Q: 3 clusters Score -596748.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -596815.625000 Penalty: 4437.208008
	Iteration 7Q: 3 clusters Score -596815.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -596871.187500 Penalty: 4437.208008
	Iteration 8Q: 3 clusters Score -596871.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -596914.937500 Penalty: 4437.208008
	Iteration 9Q: 3 clusters Score -596914.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -596954.250000 Penalty: 4437.208008
	Iteration 10Q: 3 clusters Score -596954.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -596995.937500 Penalty: 4437.208008
	Iteration 11Q: 3 clusters Score -596995.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -597042.500000 Penalty: 4437.208008
	Iteration 12Q: 3 clusters Score -597042.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -597108.500000 Penalty: 4437.208008
	Iteration 13Q: 3 clusters Score -597108.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -597178.562500 Penalty: 4437.208008
	Iteration 14Q: 3 clusters Score -597178.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -597235.750000 Penalty: 4437.208008
	Iteration 15Q: 3 clusters Score -597235.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -597297.687500 Penalty: 4437.208008
	Iteration 16Q: 3 clusters Score -597297.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -597367.375000 Penalty: 4437.208008
	Iteration 17Q: 3 clusters Score -597367.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -597436.125000 Penalty: 4437.208008
	Iteration 18Q: 3 clusters Score -597436.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -597497.125000 Penalty: 4437.208008
	Iteration 19Q: 3 clusters Score -597497.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -597567.687500 Penalty: 4437.208008
	Iteration 20F: 3 clusters Score -597567.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -597640.875000 Penalty: 4437.208008
	Iteration 21Q: 3 clusters Score -597640.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -597736.250000 Penalty: 4437.208008
	Iteration 22Q: 3 clusters Score -597736.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -597837.500000 Penalty: 4437.208008
	Iteration 23Q: 3 clusters Score -597837.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -597942.937500 Penalty: 4437.208008
	Iteration 24Q: 3 clusters Score -597942.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -598026.625000 Penalty: 4437.208008
	Iteration 25Q: 3 clusters Score -598026.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -598120.250000 Penalty: 4437.208008
	Iteration 26Q: 3 clusters Score -598120.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -598207.312500 Penalty: 4437.208008
	Iteration 27Q: 3 clusters Score -598207.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -598277.625000 Penalty: 4437.208008
	Iteration 28Q: 3 clusters Score -598277.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -598333.812500 Penalty: 4437.208008
	Iteration 29Q: 3 clusters Score -598333.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -598378.250000 Penalty: 4437.208008
	Iteration 30Q: 3 clusters Score -598378.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -598429.812500 Penalty: 4437.208008
	Iteration 31Q: 3 clusters Score -598429.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -598471.437500 Penalty: 4437.208008
	Iteration 32Q: 3 clusters Score -598471.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -598503.312500 Penalty: 4437.208008
	Iteration 33Q: 3 clusters Score -598503.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -598526.812500 Penalty: 4437.208008
	Iteration 34Q: 3 clusters Score -598526.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -598549.312500 Penalty: 4437.208008
	Iteration 35Q: 3 clusters Score -598549.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -598561.250000 Penalty: 4437.208008
	Iteration 36Q: 3 clusters Score -598561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -598565.937500 Penalty: 4437.208008
	Iteration 37Q: 3 clusters Score -598565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -598568.625000 Penalty: 4437.208008
	Iteration 38Q: 3 clusters Score -598568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -598569.687500 Penalty: 4437.208008
	Iteration 39Q: 3 clusters Score -598569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -598569.562500 Penalty: 4437.208008
	Iteration 40F: 3 clusters Score -598569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -598570.250000 Penalty: 4437.208008
	Iteration 41Q: 3 clusters Score -598570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -598570.250000 Penalty: 4437.208008
	Iteration 42F: 3 clusters Score -598570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -82516.984375 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -82516.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -80360.617188 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -80360.62 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80832.218750 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -80832.22 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -81029.148438 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -81029.15 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -81183.195312 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -81183.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -81358.960938 Penalty: 3585.280518
	Iteration 4F: 3 clusters Score -81358.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -81517.789062 Penalty: 3585.280518
	Iteration 5Q: 3 clusters Score -81517.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -81643.328125 Penalty: 3585.280518
	Iteration 6Q: 3 clusters Score -81643.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -81747.578125 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -81747.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -81866.476562 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -81866.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -81937.500000 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -81937.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81982.718750 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -81982.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -82016.546875 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -82016.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82046.039062 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -82046.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82074.484375 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -82074.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82102.859375 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -82102.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -82132.062500 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -82132.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -82143.335938 Penalty: 3585.280518
	Iteration 16Q: 3 clusters Score -82143.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -82157.984375 Penalty: 3585.280518
	Iteration 17Q: 3 clusters Score -82157.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82164.640625 Penalty: 3585.280518
	Iteration 18Q: 3 clusters Score -82164.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82175.796875 Penalty: 3585.280518
	Iteration 19Q: 3 clusters Score -82175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -82195.039062 Penalty: 3585.280518
	Iteration 20F: 3 clusters Score -82195.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -82217.062500 Penalty: 3585.280518
	Iteration 21Q: 3 clusters Score -82217.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -82246.023438 Penalty: 3585.280518
	Iteration 22Q: 3 clusters Score -82246.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -82279.664062 Penalty: 3585.280518
	Iteration 23Q: 3 clusters Score -82279.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -82302.921875 Penalty: 3585.280518
	Iteration 24Q: 3 clusters Score -82302.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -82332.554688 Penalty: 3585.280518
	Iteration 25Q: 3 clusters Score -82332.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -82348.968750 Penalty: 3585.280518
	Iteration 26Q: 3 clusters Score -82348.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -82363.585938 Penalty: 3585.280518
	Iteration 27Q: 3 clusters Score -82363.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82401.945312 Penalty: 3585.280518
	Iteration 28Q: 3 clusters Score -82401.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -82446.164062 Penalty: 3585.280518
	Iteration 29Q: 3 clusters Score -82446.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -82500.710938 Penalty: 3585.280518
	Iteration 30Q: 3 clusters Score -82500.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -82523.296875 Penalty: 3585.280518
	Iteration 31Q: 3 clusters Score -82523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -82534.664062 Penalty: 3585.280518
	Iteration 32Q: 3 clusters Score -82534.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -82538.437500 Penalty: 3585.280518
	Iteration 33Q: 3 clusters Score -82538.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -82542.984375 Penalty: 3585.280518
	Iteration 34Q: 3 clusters Score -82542.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -82544.343750 Penalty: 3585.280518
	Iteration 35Q: 3 clusters Score -82544.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -82545.960938 Penalty: 3585.280518
	Iteration 36Q: 3 clusters Score -82545.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -82545.960938 Penalty: 3585.280518
	Iteration 37F: 3 clusters Score -82545.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 116907 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 845 members 
Entering Unmasked Estep 
Score: -150769440.000000 Penalty: 221287.406250
Splitting cluster 3 changes total score from -150771056.000000 to -150769440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -451752.906250 Penalty: 2155.570801
	Iteration 0F: 2 clusters Score -451752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -446564.468750 Penalty: 4311.141602
	Iteration 0F: 3 clusters Score -446564.5 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -447935.312500 Penalty: 4311.141602
	Iteration 1F: 3 clusters Score -447935.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -448219.562500 Penalty: 4311.141602
	Iteration 2F: 3 clusters Score -448219.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -448452.812500 Penalty: 4311.141602
	Iteration 3F: 3 clusters Score -448452.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -448673.062500 Penalty: 4311.141602
	Iteration 4Q: 3 clusters Score -448673.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -448859.468750 Penalty: 4311.141602
	Iteration 5Q: 3 clusters Score -448859.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -449002.062500 Penalty: 4311.141602
	Iteration 6Q: 3 clusters Score -449002.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -449143.968750 Penalty: 4311.141602
	Iteration 7Q: 3 clusters Score -449144 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -449270.437500 Penalty: 4311.141602
	Iteration 8Q: 3 clusters Score -449270.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -449375.343750 Penalty: 4311.141602
	Iteration 9Q: 3 clusters Score -449375.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -449471.468750 Penalty: 4311.141602
	Iteration 10Q: 3 clusters Score -449471.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -449572.625000 Penalty: 4311.141602
	Iteration 11Q: 3 clusters Score -449572.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -449680.343750 Penalty: 4311.141602
	Iteration 12Q: 3 clusters Score -449680.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -449798.500000 Penalty: 4311.141602
	Iteration 13Q: 3 clusters Score -449798.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -449901.843750 Penalty: 4311.141602
	Iteration 14Q: 3 clusters Score -449901.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -450015.468750 Penalty: 4311.141602
	Iteration 15Q: 3 clusters Score -450015.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -450147.312500 Penalty: 4311.141602
	Iteration 16Q: 3 clusters Score -450147.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -450312.093750 Penalty: 4311.141602
	Iteration 17Q: 3 clusters Score -450312.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -450479.062500 Penalty: 4311.141602
	Iteration 18Q: 3 clusters Score -450479.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -450635.218750 Penalty: 4311.141602
	Iteration 19Q: 3 clusters Score -450635.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -450786.187500 Penalty: 4311.141602
	Iteration 20F: 3 clusters Score -450786.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -450922.062500 Penalty: 4311.141602
	Iteration 21Q: 3 clusters Score -450922.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -451016.218750 Penalty: 4311.141602
	Iteration 22Q: 3 clusters Score -451016.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -451076.562500 Penalty: 4311.141602
	Iteration 23Q: 3 clusters Score -451076.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -451131.125000 Penalty: 4311.141602
	Iteration 24Q: 3 clusters Score -451131.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -451171.906250 Penalty: 4311.141602
	Iteration 25Q: 3 clusters Score -451171.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -451206.406250 Penalty: 4311.141602
	Iteration 26Q: 3 clusters Score -451206.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -451233.625000 Penalty: 4311.141602
	Iteration 27Q: 3 clusters Score -451233.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -451257.562500 Penalty: 4311.141602
	Iteration 28Q: 3 clusters Score -451257.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -451281.656250 Penalty: 4311.141602
	Iteration 29Q: 3 clusters Score -451281.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -451302.687500 Penalty: 4311.141602
	Iteration 30Q: 3 clusters Score -451302.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -451314.343750 Penalty: 4311.141602
	Iteration 31Q: 3 clusters Score -451314.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -451326.375000 Penalty: 4311.141602
	Iteration 32Q: 3 clusters Score -451326.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -451336.312500 Penalty: 4311.141602
	Iteration 33Q: 3 clusters Score -451336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -451342.906250 Penalty: 4311.141602
	Iteration 34Q: 3 clusters Score -451342.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -451348.375000 Penalty: 4311.141602
	Iteration 35Q: 3 clusters Score -451348.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -451352.437500 Penalty: 4311.141602
	Iteration 36Q: 3 clusters Score -451352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -451358.750000 Penalty: 4311.141602
	Iteration 37Q: 3 clusters Score -451358.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -451364.406250 Penalty: 4311.141602
	Iteration 38Q: 3 clusters Score -451364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -451369.843750 Penalty: 4311.141602
	Iteration 39Q: 3 clusters Score -451369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -451374.375000 Penalty: 4311.141602
	Iteration 40F: 3 clusters Score -451374.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -451375.937500 Penalty: 4311.141602
	Iteration 41Q: 3 clusters Score -451375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -451378.125000 Penalty: 4311.141602
	Iteration 42Q: 3 clusters Score -451378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -451380.375000 Penalty: 4311.141602
	Iteration 43Q: 3 clusters Score -451380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -451380.593750 Penalty: 4311.141602
	Iteration 44Q: 3 clusters Score -451380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -451380.468750 Penalty: 4311.141602
	Iteration 45Q: 3 clusters Score -451380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -451380.218750 Penalty: 4311.141602
	Iteration 46Q: 3 clusters Score -451380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -451380.218750 Penalty: 4311.141602
	Iteration 47F: 3 clusters Score -451380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -107082.671875 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -107082.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104806.429688 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -104806.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -105130.843750 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -105130.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105237.523438 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -105237.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105303.515625 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -105303.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -105342.250000 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -105342.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -105371.804688 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -105371.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -105393.984375 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -105394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -105407.476562 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -105407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -105423.601562 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -105423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105430.867188 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -105430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105433.968750 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -105434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105435.445312 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -105435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105437.148438 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -105437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -105438.234375 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -105438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -105439.007812 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -105439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105441.437500 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -105441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105443.890625 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -105443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105445.039062 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -105445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105445.789062 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -105445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105446.453125 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -105446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105447.851562 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -105447.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -58008.171875 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -58008.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -56161.921875 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -56161.92 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56468.410156 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -56468.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -56589.125000 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -56589.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -56673.019531 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -56673.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56724.375000 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -56724.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -56753.667969 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -56753.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -56772.210938 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -56772.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -56789.539062 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -56789.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -56801.937500 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -56801.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -56813.789062 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -56813.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56821.308594 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -56821.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56829.019531 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -56829.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -56837.691406 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -56837.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -56851.449219 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -56851.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56864.371094 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -56864.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56876.894531 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -56876.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56884.761719 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -56884.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56895.542969 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -56895.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -56905.457031 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -56905.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -56915.878906 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -56915.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56930.214844 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -56930.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -56947.191406 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -56947.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56966.875000 Penalty: 3370.670166
	Iteration 22Q: 3 clusters Score -56966.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56977.179688 Penalty: 3370.670166
	Iteration 23Q: 3 clusters Score -56977.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56980.593750 Penalty: 3370.670166
	Iteration 24Q: 3 clusters Score -56980.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -56986.886719 Penalty: 3370.670166
	Iteration 25Q: 3 clusters Score -56986.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56990.832031 Penalty: 3370.670166
	Iteration 26Q: 3 clusters Score -56990.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -56997.292969 Penalty: 3370.670166
	Iteration 27Q: 3 clusters Score -56997.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -57000.046875 Penalty: 3370.670166
	Iteration 28Q: 3 clusters Score -57000.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -57001.898438 Penalty: 3370.670166
	Iteration 29Q: 3 clusters Score -57001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -57004.250000 Penalty: 3370.670166
	Iteration 30Q: 3 clusters Score -57004.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57005.964844 Penalty: 3370.670166
	Iteration 31Q: 3 clusters Score -57005.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -57006.347656 Penalty: 3370.670166
	Iteration 32Q: 3 clusters Score -57006.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -57006.347656 Penalty: 3370.670166
	Iteration 33F: 3 clusters Score -57006.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163612 members 
Entering Unmasked Estep 
Score: -13465243.000000 Penalty: 2977.302734
	Iteration 0F: 2 clusters Score -1.346524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -13355811.000000 Penalty: 5954.605469
	Iteration 0F: 3 clusters Score -1.335581e+07 nChanged 78333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -13401518.000000 Penalty: 5954.605469
	Iteration 1F: 3 clusters Score -1.340152e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -13402699.000000 Penalty: 5954.605469
	Iteration 2Q: 3 clusters Score -1.34027e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -13404222.000000 Penalty: 5954.605469
	Iteration 3Q: 3 clusters Score -1.340422e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -13406206.000000 Penalty: 5954.605469
	Iteration 4Q: 3 clusters Score -1.340621e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -13408758.000000 Penalty: 5954.605469
	Iteration 5Q: 3 clusters Score -1.340876e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -13411770.000000 Penalty: 5954.605469
	Iteration 6Q: 3 clusters Score -1.341177e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -13415481.000000 Penalty: 5954.605469
	Iteration 7Q: 3 clusters Score -1.341548e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -13419570.000000 Penalty: 5954.605469
	Iteration 8F: 3 clusters Score -1.341957e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -13423711.000000 Penalty: 5954.605469
	Iteration 9F: 3 clusters Score -1.342371e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -13427260.000000 Penalty: 5954.605469
	Iteration 10Q: 3 clusters Score -1.342726e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -13430346.000000 Penalty: 5954.605469
	Iteration 11Q: 3 clusters Score -1.343035e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -13433202.000000 Penalty: 5954.605469
	Iteration 12Q: 3 clusters Score -1.34332e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -13435524.000000 Penalty: 5954.605469
	Iteration 13Q: 3 clusters Score -1.343552e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -13437920.000000 Penalty: 5954.605469
	Iteration 14Q: 3 clusters Score -1.343792e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -13440096.000000 Penalty: 5954.605469
	Iteration 15Q: 3 clusters Score -1.34401e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 115595 members 
Entering Unmasked Estep 
Score: -13442482.000000 Penalty: 5954.605469
	Iteration 16Q: 3 clusters Score -1.344248e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -13445117.000000 Penalty: 5954.605469
	Iteration 17Q: 3 clusters Score -1.344512e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 127831 members 
Entering Unmasked Estep 
Score: -13447917.000000 Penalty: 5954.605469
	Iteration 18Q: 3 clusters Score -1.344792e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 133906 members 
Entering Unmasked Estep 
Score: -13450791.000000 Penalty: 5954.605469
	Iteration 19Q: 3 clusters Score -1.345079e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 139588 members 
Entering Unmasked Estep 
Score: -13453397.000000 Penalty: 5954.605469
	Iteration 20F: 3 clusters Score -1.34534e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 144603 members 
Entering Unmasked Estep 
Score: -13455833.000000 Penalty: 5954.605469
	Iteration 21Q: 3 clusters Score -1.345583e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -13457787.000000 Penalty: 5954.605469
	Iteration 22Q: 3 clusters Score -1.345779e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -13459272.000000 Penalty: 5954.605469
	Iteration 23Q: 3 clusters Score -1.345927e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -13460355.000000 Penalty: 5954.605469
	Iteration 24Q: 3 clusters Score -1.346036e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -13461204.000000 Penalty: 5954.605469
	Iteration 25Q: 3 clusters Score -1.34612e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 157974 members 
Entering Unmasked Estep 
Score: -13461751.000000 Penalty: 5954.605469
	Iteration 26Q: 3 clusters Score -1.346175e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 158921 members 
Entering Unmasked Estep 
Score: -13462118.000000 Penalty: 5954.605469
	Iteration 27Q: 3 clusters Score -1.346212e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 159615 members 
Entering Unmasked Estep 
Score: -13462362.000000 Penalty: 5954.605469
	Iteration 28Q: 3 clusters Score -1.346236e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -13462491.000000 Penalty: 5954.605469
	Iteration 29Q: 3 clusters Score -1.346249e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -13462567.000000 Penalty: 5954.605469
	Iteration 30Q: 3 clusters Score -1.346257e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -13462656.000000 Penalty: 5954.605469
	Iteration 31Q: 3 clusters Score -1.346266e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -13462714.000000 Penalty: 5954.605469
	Iteration 32Q: 3 clusters Score -1.346271e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -13462788.000000 Penalty: 5954.605469
	Iteration 33Q: 3 clusters Score -1.346279e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -13462811.000000 Penalty: 5954.605469
	Iteration 34Q: 3 clusters Score -1.346281e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -13462847.000000 Penalty: 5954.605469
	Iteration 35Q: 3 clusters Score -1.346285e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -13462868.000000 Penalty: 5954.605469
	Iteration 36Q: 3 clusters Score -1.346287e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 161306 members 
Entering Unmasked Estep 
Score: -13462879.000000 Penalty: 5954.605469
	Iteration 37Q: 3 clusters Score -1.346288e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 161350 members 
Entering Unmasked Estep 
Score: -13462885.000000 Penalty: 5954.605469
	Iteration 38Q: 3 clusters Score -1.346288e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -13462878.000000 Penalty: 5954.605469
	Iteration 39Q: 3 clusters Score -1.346288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 161440 members 
Entering Unmasked Estep 
Score: -13462899.000000 Penalty: 5954.605469
	Iteration 40F: 3 clusters Score -1.34629e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
Score: -13462939.000000 Penalty: 5954.605469
	Iteration 41Q: 3 clusters Score -1.346294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 161528 members 
Entering Unmasked Estep 
Score: -13462946.000000 Penalty: 5954.605469
	Iteration 42Q: 3 clusters Score -1.346295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 161563 members 
Entering Unmasked Estep 
Score: -13462945.000000 Penalty: 5954.605469
	Iteration 43Q: 3 clusters Score -1.346294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -13462956.000000 Penalty: 5954.605469
	Iteration 44Q: 3 clusters Score -1.346296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 161610 members 
Entering Unmasked Estep 
Score: -13462957.000000 Penalty: 5954.605469
	Iteration 45Q: 3 clusters Score -1.346296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -13462969.000000 Penalty: 5954.605469
	Iteration 46Q: 3 clusters Score -1.346297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 161653 members 
Entering Unmasked Estep 
Score: -13462974.000000 Penalty: 5954.605469
	Iteration 47Q: 3 clusters Score -1.346297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 161673 members 
Entering Unmasked Estep 
Score: -13462967.000000 Penalty: 5954.605469
	Iteration 48Q: 3 clusters Score -1.346297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 161700 members 
Entering Unmasked Estep 
Score: -13462981.000000 Penalty: 5954.605469
	Iteration 49Q: 3 clusters Score -1.346298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -13463000.000000 Penalty: 5954.605469
	Iteration 50Q: 3 clusters Score -1.3463e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -13462999.000000 Penalty: 5954.605469
	Iteration 51Q: 3 clusters Score -1.3463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -13463003.000000 Penalty: 5954.605469
	Iteration 52Q: 3 clusters Score -1.3463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -13463007.000000 Penalty: 5954.605469
	Iteration 53Q: 3 clusters Score -1.346301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -13463012.000000 Penalty: 5954.605469
	Iteration 54Q: 3 clusters Score -1.346301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -13463021.000000 Penalty: 5954.605469
	Iteration 55Q: 3 clusters Score -1.346302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -13463030.000000 Penalty: 5954.605469
	Iteration 56Q: 3 clusters Score -1.346303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -13463058.000000 Penalty: 5954.605469
	Iteration 57Q: 3 clusters Score -1.346306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -13463057.000000 Penalty: 5954.605469
	Iteration 58Q: 3 clusters Score -1.346306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -13463061.000000 Penalty: 5954.605469
	Iteration 59Q: 3 clusters Score -1.346306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -13463070.000000 Penalty: 5954.605469
	Iteration 60F: 3 clusters Score -1.346307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 161884 members 
Entering Unmasked Estep 
Score: -13463064.000000 Penalty: 5954.605469
	Iteration 61Q: 3 clusters Score -1.346306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 161895 members 
Entering Unmasked Estep 
Score: -13463072.000000 Penalty: 5954.605469
	Iteration 62Q: 3 clusters Score -1.346307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 161906 members 
Entering Unmasked Estep 
Score: -13463087.000000 Penalty: 5954.605469
	Iteration 63Q: 3 clusters Score -1.346309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -13463085.000000 Penalty: 5954.605469
	Iteration 64Q: 3 clusters Score -1.346308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -13463097.000000 Penalty: 5954.605469
	Iteration 65Q: 3 clusters Score -1.34631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -13463085.000000 Penalty: 5954.605469
	Iteration 66Q: 3 clusters Score -1.346308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -13463094.000000 Penalty: 5954.605469
	Iteration 67Q: 3 clusters Score -1.346309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 161933 members 
Entering Unmasked Estep 
Score: -13463087.000000 Penalty: 5954.605469
	Iteration 68Q: 3 clusters Score -1.346309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -13463088.000000 Penalty: 5954.605469
	Iteration 69Q: 3 clusters Score -1.346309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -13463095.000000 Penalty: 5954.605469
	Iteration 70Q: 3 clusters Score -1.34631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -13463090.000000 Penalty: 5954.605469
	Iteration 71Q: 3 clusters Score -1.346309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -13463089.000000 Penalty: 5954.605469
	Iteration 72Q: 3 clusters Score -1.346309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -13463089.000000 Penalty: 5954.605469
	Iteration 73F: 3 clusters Score -1.346309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Entering Unmasked Estep 
Score: -1584449.000000 Penalty: 2420.112793
	Iteration 0F: 2 clusters Score -1584449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1572040.625000 Penalty: 4840.225586
	Iteration 0F: 3 clusters Score -1572041 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1576174.000000 Penalty: 4840.225586
	Iteration 1F: 3 clusters Score -1576174 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1576559.125000 Penalty: 4840.225586
	Iteration 2F: 3 clusters Score -1576559 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1576901.875000 Penalty: 4840.225586
	Iteration 3Q: 3 clusters Score -1576902 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1577221.000000 Penalty: 4840.225586
	Iteration 4Q: 3 clusters Score -1577221 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1577542.750000 Penalty: 4840.225586
	Iteration 5Q: 3 clusters Score -1577543 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1577913.125000 Penalty: 4840.225586
	Iteration 6Q: 3 clusters Score -1577913 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1578366.500000 Penalty: 4840.225586
	Iteration 7Q: 3 clusters Score -1578366 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1578886.750000 Penalty: 4840.225586
	Iteration 8F: 3 clusters Score -1578887 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1579388.500000 Penalty: 4840.225586
	Iteration 9F: 3 clusters Score -1579388 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1579842.250000 Penalty: 4840.225586
	Iteration 10Q: 3 clusters Score -1579842 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1580303.125000 Penalty: 4840.225586
	Iteration 11Q: 3 clusters Score -1580303 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1580756.500000 Penalty: 4840.225586
	Iteration 12Q: 3 clusters Score -1580756 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1581186.375000 Penalty: 4840.225586
	Iteration 13Q: 3 clusters Score -1581186 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1581559.375000 Penalty: 4840.225586
	Iteration 14Q: 3 clusters Score -1581559 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1581864.000000 Penalty: 4840.225586
	Iteration 15Q: 3 clusters Score -1581864 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1582090.250000 Penalty: 4840.225586
	Iteration 16Q: 3 clusters Score -1582090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1582229.625000 Penalty: 4840.225586
	Iteration 17Q: 3 clusters Score -1582230 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1582334.250000 Penalty: 4840.225586
	Iteration 18Q: 3 clusters Score -1582334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1582421.750000 Penalty: 4840.225586
	Iteration 19Q: 3 clusters Score -1582422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1582467.625000 Penalty: 4840.225586
	Iteration 20F: 3 clusters Score -1582468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1582504.875000 Penalty: 4840.225586
	Iteration 21Q: 3 clusters Score -1582505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1582535.375000 Penalty: 4840.225586
	Iteration 22Q: 3 clusters Score -1582535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1582555.500000 Penalty: 4840.225586
	Iteration 23Q: 3 clusters Score -1582556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1582568.375000 Penalty: 4840.225586
	Iteration 24Q: 3 clusters Score -1582568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1582584.750000 Penalty: 4840.225586
	Iteration 25Q: 3 clusters Score -1582585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1582586.250000 Penalty: 4840.225586
	Iteration 26Q: 3 clusters Score -1582586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1582592.125000 Penalty: 4840.225586
	Iteration 27Q: 3 clusters Score -1582592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1582595.750000 Penalty: 4840.225586
	Iteration 28Q: 3 clusters Score -1582596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1582601.000000 Penalty: 4840.225586
	Iteration 29Q: 3 clusters Score -1582601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1582600.375000 Penalty: 4840.225586
	Iteration 30Q: 3 clusters Score -1582600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1582599.500000 Penalty: 4840.225586
	Iteration 31Q: 3 clusters Score -1582600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1582601.125000 Penalty: 4840.225586
	Iteration 32Q: 3 clusters Score -1582601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1582598.125000 Penalty: 4840.225586
	Iteration 33Q: 3 clusters Score -1582598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1582599.500000 Penalty: 4840.225586
	Iteration 34Q: 3 clusters Score -1582600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1582599.500000 Penalty: 4840.225586
	Iteration 35F: 3 clusters Score -1582600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -191626.546875 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -191626.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -188308.296875 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -188308.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -189323.515625 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -189323.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -189779.796875 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -189779.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -190117.203125 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -190117.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -190372.015625 Penalty: 3984.533447
	Iteration 4F: 3 clusters Score -190372 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -190546.046875 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -190546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190656.750000 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -190656.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -190740.437500 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -190740.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -190817.984375 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -190818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -190877.750000 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -190877.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -190928.515625 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -190928.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190955.593750 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -190955.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -190968.484375 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -190968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -190983.703125 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -190983.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -190997.265625 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -190997.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -191010.156250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -191010.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -191020.781250 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -191020.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191029.500000 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -191029.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -191035.968750 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -191036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -191041.109375 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -191041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -191046.656250 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -191046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -191054.734375 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -191054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191057.578125 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -191057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191057.921875 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -191057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191057.921875 Penalty: 3984.533447
	Iteration 24F: 3 clusters Score -191057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -245177.421875 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -245177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -241798.015625 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -241798 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -242427.406250 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -242427.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -242565.859375 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -242565.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -242646.125000 Penalty: 3995.987793
	Iteration 3Q: 3 clusters Score -242646.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -242697.343750 Penalty: 3995.987793
	Iteration 4Q: 3 clusters Score -242697.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -242738.906250 Penalty: 3995.987793
	Iteration 5Q: 3 clusters Score -242738.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -242771.921875 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -242771.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -242803.046875 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -242803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -242827.093750 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -242827.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -242843.156250 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -242843.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -242860.890625 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -242860.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -242876.781250 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -242876.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -242889.734375 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -242889.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -242902.968750 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -242903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -242913.359375 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -242913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -242925.546875 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -242925.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -242939.109375 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -242939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -242946.656250 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -242946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -242950.359375 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -242950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -242952.703125 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -242952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -242956.109375 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -242956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -242957.078125 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -242957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -242959.140625 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -242959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -242961.781250 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -242961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -242963.687500 Penalty: 3995.987793
	Iteration 24Q: 3 clusters Score -242963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -242965.421875 Penalty: 3995.987793
	Iteration 25Q: 3 clusters Score -242965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -242965.515625 Penalty: 3995.987793
	Iteration 26Q: 3 clusters Score -242965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -242967.062500 Penalty: 3995.987793
	Iteration 27Q: 3 clusters Score -242967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -242969.171875 Penalty: 3995.987793
	Iteration 28Q: 3 clusters Score -242969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -242970.531250 Penalty: 3995.987793
	Iteration 29Q: 3 clusters Score -242970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -242972.890625 Penalty: 3995.987793
	Iteration 30Q: 3 clusters Score -242972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -242976.468750 Penalty: 3995.987793
	Iteration 31Q: 3 clusters Score -242976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -242979.812500 Penalty: 3995.987793
	Iteration 32Q: 3 clusters Score -242979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -242983.328125 Penalty: 3995.987793
	Iteration 33Q: 3 clusters Score -242983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -242984.796875 Penalty: 3995.987793
	Iteration 34Q: 3 clusters Score -242984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -242986.296875 Penalty: 3995.987793
	Iteration 35Q: 3 clusters Score -242986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -242987.453125 Penalty: 3995.987793
	Iteration 36Q: 3 clusters Score -242987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -242988.828125 Penalty: 3995.987793
	Iteration 37Q: 3 clusters Score -242988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -242990.406250 Penalty: 3995.987793
	Iteration 38Q: 3 clusters Score -242990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -242992.000000 Penalty: 3995.987793
	Iteration 39Q: 3 clusters Score -242992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -242992.812500 Penalty: 3995.987793
	Iteration 40F: 3 clusters Score -242992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -242994.968750 Penalty: 3995.987793
	Iteration 41Q: 3 clusters Score -242995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -242997.531250 Penalty: 3995.987793
	Iteration 42Q: 3 clusters Score -242997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -242999.500000 Penalty: 3995.987793
	Iteration 43Q: 3 clusters Score -242999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -243000.687500 Penalty: 3995.987793
	Iteration 44Q: 3 clusters Score -243000.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -243004.109375 Penalty: 3995.987793
	Iteration 45Q: 3 clusters Score -243004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -243006.062500 Penalty: 3995.987793
	Iteration 46Q: 3 clusters Score -243006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -243007.890625 Penalty: 3995.987793
	Iteration 47Q: 3 clusters Score -243007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -243010.203125 Penalty: 3995.987793
	Iteration 48Q: 3 clusters Score -243010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -243013.000000 Penalty: 3995.987793
	Iteration 49Q: 3 clusters Score -243013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -243015.781250 Penalty: 3995.987793
	Iteration 50Q: 3 clusters Score -243015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -243018.406250 Penalty: 3995.987793
	Iteration 51Q: 3 clusters Score -243018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -243022.234375 Penalty: 3995.987793
	Iteration 52Q: 3 clusters Score -243022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -243025.000000 Penalty: 3995.987793
	Iteration 53Q: 3 clusters Score -243025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -243028.609375 Penalty: 3995.987793
	Iteration 54Q: 3 clusters Score -243028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -243032.625000 Penalty: 3995.987793
	Iteration 55Q: 3 clusters Score -243032.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -243036.953125 Penalty: 3995.987793
	Iteration 56Q: 3 clusters Score -243037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -243043.890625 Penalty: 3995.987793
	Iteration 57Q: 3 clusters Score -243043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -243049.234375 Penalty: 3995.987793
	Iteration 58Q: 3 clusters Score -243049.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -243053.875000 Penalty: 3995.987793
	Iteration 59Q: 3 clusters Score -243053.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -243059.515625 Penalty: 3995.987793
	Iteration 60F: 3 clusters Score -243059.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -243064.046875 Penalty: 3995.987793
	Iteration 61Q: 3 clusters Score -243064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -243069.265625 Penalty: 3995.987793
	Iteration 62Q: 3 clusters Score -243069.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -243073.109375 Penalty: 3995.987793
	Iteration 63Q: 3 clusters Score -243073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -243075.500000 Penalty: 3995.987793
	Iteration 64Q: 3 clusters Score -243075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -243078.218750 Penalty: 3995.987793
	Iteration 65Q: 3 clusters Score -243078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -243080.703125 Penalty: 3995.987793
	Iteration 66Q: 3 clusters Score -243080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -243083.390625 Penalty: 3995.987793
	Iteration 67Q: 3 clusters Score -243083.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -243084.750000 Penalty: 3995.987793
	Iteration 68Q: 3 clusters Score -243084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -243088.484375 Penalty: 3995.987793
	Iteration 69Q: 3 clusters Score -243088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -243091.234375 Penalty: 3995.987793
	Iteration 70Q: 3 clusters Score -243091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -243091.953125 Penalty: 3995.987793
	Iteration 71Q: 3 clusters Score -243092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -243092.718750 Penalty: 3995.987793
	Iteration 72Q: 3 clusters Score -243092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -243093.421875 Penalty: 3995.987793
	Iteration 73Q: 3 clusters Score -243093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -243093.421875 Penalty: 3995.987793
	Iteration 74F: 3 clusters Score -243093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -534529.750000 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -534529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -529601.687500 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -529601.7 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -530847.750000 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -530847.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -531133.937500 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -531133.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -531336.562500 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -531336.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -531481.687500 Penalty: 4283.300781
	Iteration 4Q: 3 clusters Score -531481.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -531602.437500 Penalty: 4283.300781
	Iteration 5Q: 3 clusters Score -531602.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -531721.125000 Penalty: 4283.300781
	Iteration 6Q: 3 clusters Score -531721.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -531837.937500 Penalty: 4283.300781
	Iteration 7Q: 3 clusters Score -531837.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -531951.687500 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -531951.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -532045.125000 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -532045.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -532133.687500 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -532133.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -532200.750000 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -532200.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -532265.750000 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -532265.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -532326.125000 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -532326.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -532387.125000 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -532387.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -532438.250000 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -532438.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -532493.125000 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -532493.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -532533.250000 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -532533.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -532575.062500 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -532575.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -532609.750000 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -532609.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -532639.187500 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -532639.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -532668.500000 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -532668.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -532704.625000 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -532704.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -532737.437500 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -532737.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -532768.000000 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -532768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -532796.437500 Penalty: 4283.300781
	Iteration 25Q: 3 clusters Score -532796.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -532819.500000 Penalty: 4283.300781
	Iteration 26Q: 3 clusters Score -532819.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -532843.062500 Penalty: 4283.300781
	Iteration 27Q: 3 clusters Score -532843.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -532860.687500 Penalty: 4283.300781
	Iteration 28Q: 3 clusters Score -532860.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -532884.000000 Penalty: 4283.300781
	Iteration 29Q: 3 clusters Score -532884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -532905.125000 Penalty: 4283.300781
	Iteration 30Q: 3 clusters Score -532905.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -532931.687500 Penalty: 4283.300781
	Iteration 31Q: 3 clusters Score -532931.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -532953.750000 Penalty: 4283.300781
	Iteration 32Q: 3 clusters Score -532953.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -532976.062500 Penalty: 4283.300781
	Iteration 33Q: 3 clusters Score -532976.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -532990.937500 Penalty: 4283.300781
	Iteration 34Q: 3 clusters Score -532990.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -533010.625000 Penalty: 4283.300781
	Iteration 35Q: 3 clusters Score -533010.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -533026.937500 Penalty: 4283.300781
	Iteration 36Q: 3 clusters Score -533026.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -533041.312500 Penalty: 4283.300781
	Iteration 37Q: 3 clusters Score -533041.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -533050.937500 Penalty: 4283.300781
	Iteration 38Q: 3 clusters Score -533050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -533055.562500 Penalty: 4283.300781
	Iteration 39Q: 3 clusters Score -533055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -533063.562500 Penalty: 4283.300781
	Iteration 40F: 3 clusters Score -533063.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -533070.750000 Penalty: 4283.300781
	Iteration 41Q: 3 clusters Score -533070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -533073.937500 Penalty: 4283.300781
	Iteration 42Q: 3 clusters Score -533073.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -533076.625000 Penalty: 4283.300781
	Iteration 43Q: 3 clusters Score -533076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -533080.000000 Penalty: 4283.300781
	Iteration 44Q: 3 clusters Score -533080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -533081.312500 Penalty: 4283.300781
	Iteration 45Q: 3 clusters Score -533081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -533084.000000 Penalty: 4283.300781
	Iteration 46Q: 3 clusters Score -533084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -533086.812500 Penalty: 4283.300781
	Iteration 47Q: 3 clusters Score -533086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -533090.375000 Penalty: 4283.300781
	Iteration 48Q: 3 clusters Score -533090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -533093.750000 Penalty: 4283.300781
	Iteration 49Q: 3 clusters Score -533093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -533097.250000 Penalty: 4283.300781
	Iteration 50Q: 3 clusters Score -533097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -533099.500000 Penalty: 4283.300781
	Iteration 51Q: 3 clusters Score -533099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -533100.250000 Penalty: 4283.300781
	Iteration 52Q: 3 clusters Score -533100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -533100.625000 Penalty: 4283.300781
	Iteration 53Q: 3 clusters Score -533100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -533100.625000 Penalty: 4283.300781
	Iteration 54F: 3 clusters Score -533100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (116907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116907 members 
Entering Unmasked Estep 
Score: -9340873.000000 Penalty: 2893.945312
	Iteration 0F: 2 clusters Score -9340873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -9262860.000000 Penalty: 5787.890625
	Iteration 0F: 3 clusters Score -9262860 nChanged 55546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -9295349.000000 Penalty: 5787.890625
	Iteration 1F: 3 clusters Score -9295349 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -9297321.000000 Penalty: 5787.890625
	Iteration 2Q: 3 clusters Score -9297321 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -9300704.000000 Penalty: 5787.890625
	Iteration 3Q: 3 clusters Score -9300704 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -9305573.000000 Penalty: 5787.890625
	Iteration 4F: 3 clusters Score -9305573 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -9311756.000000 Penalty: 5787.890625
	Iteration 5F: 3 clusters Score -9311756 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -9318908.000000 Penalty: 5787.890625
	Iteration 6F: 3 clusters Score -9318908 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -9326414.000000 Penalty: 5787.890625
	Iteration 7F: 3 clusters Score -9326414 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -9332984.000000 Penalty: 5787.890625
	Iteration 8F: 3 clusters Score -9332984 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -9336800.000000 Penalty: 5787.890625
	Iteration 9Q: 3 clusters Score -9336800 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -9338819.000000 Penalty: 5787.890625
	Iteration 10Q: 3 clusters Score -9338819 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -9340129.000000 Penalty: 5787.890625
	Iteration 11Q: 3 clusters Score -9340129 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -9341170.000000 Penalty: 5787.890625
	Iteration 12Q: 3 clusters Score -9341170 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
Score: -9341892.000000 Penalty: 5787.890625
	Iteration 13Q: 3 clusters Score -9341892 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -9342510.000000 Penalty: 5787.890625
	Iteration 14Q: 3 clusters Score -9342510 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -9343044.000000 Penalty: 5787.890625
	Iteration 15Q: 3 clusters Score -9343044 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 100516 members 
Entering Unmasked Estep 
Score: -9343378.000000 Penalty: 5787.890625
	Iteration 16Q: 3 clusters Score -9343378 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -9343585.000000 Penalty: 5787.890625
	Iteration 17Q: 3 clusters Score -9343585 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -9343754.000000 Penalty: 5787.890625
	Iteration 18Q: 3 clusters Score -9343754 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -9343878.000000 Penalty: 5787.890625
	Iteration 19Q: 3 clusters Score -9343878 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -9343874.000000 Penalty: 5787.890625
	Iteration 20F: 3 clusters Score -9343874 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 102984 members 
Entering Unmasked Estep 
Score: -9343950.000000 Penalty: 5787.890625
	Iteration 21Q: 3 clusters Score -9343950 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -9343980.000000 Penalty: 5787.890625
	Iteration 22Q: 3 clusters Score -9343980 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 103379 members 
Entering Unmasked Estep 
Score: -9343979.000000 Penalty: 5787.890625
	Iteration 23Q: 3 clusters Score -9343979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -9343993.000000 Penalty: 5787.890625
	Iteration 24Q: 3 clusters Score -9343993 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -9343998.000000 Penalty: 5787.890625
	Iteration 25Q: 3 clusters Score -9343998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
Score: -9344006.000000 Penalty: 5787.890625
	Iteration 26Q: 3 clusters Score -9344006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -9343994.000000 Penalty: 5787.890625
	Iteration 27Q: 3 clusters Score -9343994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -9343997.000000 Penalty: 5787.890625
	Iteration 28Q: 3 clusters Score -9343997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -9343985.000000 Penalty: 5787.890625
	Iteration 29Q: 3 clusters Score -9343985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -9343992.000000 Penalty: 5787.890625
	Iteration 30Q: 3 clusters Score -9343992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 103885 members 
Entering Unmasked Estep 
Score: -9343997.000000 Penalty: 5787.890625
	Iteration 31Q: 3 clusters Score -9343997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -9344011.000000 Penalty: 5787.890625
	Iteration 32Q: 3 clusters Score -9344011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -9344005.000000 Penalty: 5787.890625
	Iteration 33Q: 3 clusters Score -9344005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -9344023.000000 Penalty: 5787.890625
	Iteration 34Q: 3 clusters Score -9344023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -9344021.000000 Penalty: 5787.890625
	Iteration 35Q: 3 clusters Score -9344021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -9344026.000000 Penalty: 5787.890625
	Iteration 36Q: 3 clusters Score -9344026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -9344017.000000 Penalty: 5787.890625
	Iteration 37Q: 3 clusters Score -9344017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -9344039.000000 Penalty: 5787.890625
	Iteration 38Q: 3 clusters Score -9344039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -9344034.000000 Penalty: 5787.890625
	Iteration 39Q: 3 clusters Score -9344034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -9344035.000000 Penalty: 5787.890625
	Iteration 40F: 3 clusters Score -9344035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 103981 members 
Entering Unmasked Estep 
Score: -9344036.000000 Penalty: 5787.890625
	Iteration 41Q: 3 clusters Score -9344036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -9344030.000000 Penalty: 5787.890625
	Iteration 42Q: 3 clusters Score -9344030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -9344033.000000 Penalty: 5787.890625
	Iteration 43Q: 3 clusters Score -9344033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -9344034.000000 Penalty: 5787.890625
	Iteration 44Q: 3 clusters Score -9344034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -9344034.000000 Penalty: 5787.890625
	Iteration 45F: 3 clusters Score -9344034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Entering Unmasked Estep 
Score: -150773248.000000 Penalty: 221287.406250
Splitting cluster 12 changes total score from -150771056.000000 to -150773248.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 13 (25725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Entering Unmasked Estep 
Score: -2500954.500000 Penalty: 2518.494141
	Iteration 0F: 2 clusters Score -2500954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2483238.000000 Penalty: 5036.988281
	Iteration 0F: 3 clusters Score -2483238 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2490069.750000 Penalty: 5036.988281
	Iteration 1F: 3 clusters Score -2490070 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2491396.000000 Penalty: 5036.988281
	Iteration 2F: 3 clusters Score -2491396 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2493057.000000 Penalty: 5036.988281
	Iteration 3F: 3 clusters Score -2493057 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2494693.250000 Penalty: 5036.988281
	Iteration 4F: 3 clusters Score -2494693 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2495867.250000 Penalty: 5036.988281
	Iteration 5F: 3 clusters Score -2495867 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2496607.000000 Penalty: 5036.988281
	Iteration 6F: 3 clusters Score -2496607 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2496980.750000 Penalty: 5036.988281
	Iteration 7Q: 3 clusters Score -2496981 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2497203.250000 Penalty: 5036.988281
	Iteration 8Q: 3 clusters Score -2497203 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2497325.500000 Penalty: 5036.988281
	Iteration 9Q: 3 clusters Score -2497326 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2497428.000000 Penalty: 5036.988281
	Iteration 10Q: 3 clusters Score -2497428 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2497504.000000 Penalty: 5036.988281
	Iteration 11Q: 3 clusters Score -2497504 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2497570.250000 Penalty: 5036.988281
	Iteration 12Q: 3 clusters Score -2497570 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2497643.750000 Penalty: 5036.988281
	Iteration 13Q: 3 clusters Score -2497644 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2497719.000000 Penalty: 5036.988281
	Iteration 14Q: 3 clusters Score -2497719 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2497802.750000 Penalty: 5036.988281
	Iteration 15Q: 3 clusters Score -2497803 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2497894.750000 Penalty: 5036.988281
	Iteration 16Q: 3 clusters Score -2497895 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2497986.000000 Penalty: 5036.988281
	Iteration 17Q: 3 clusters Score -2497986 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2498083.500000 Penalty: 5036.988281
	Iteration 18Q: 3 clusters Score -2498084 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2498211.750000 Penalty: 5036.988281
	Iteration 19Q: 3 clusters Score -2498212 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2498347.750000 Penalty: 5036.988281
	Iteration 20F: 3 clusters Score -2498348 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2498500.750000 Penalty: 5036.988281
	Iteration 21Q: 3 clusters Score -2498501 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2498661.250000 Penalty: 5036.988281
	Iteration 22Q: 3 clusters Score -2498661 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2498826.500000 Penalty: 5036.988281
	Iteration 23Q: 3 clusters Score -2498826 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2499035.000000 Penalty: 5036.988281
	Iteration 24Q: 3 clusters Score -2499035 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2499243.750000 Penalty: 5036.988281
	Iteration 25Q: 3 clusters Score -2499244 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2499416.250000 Penalty: 5036.988281
	Iteration 26Q: 3 clusters Score -2499416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2499552.000000 Penalty: 5036.988281
	Iteration 27Q: 3 clusters Score -2499552 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2499654.750000 Penalty: 5036.988281
	Iteration 28Q: 3 clusters Score -2499655 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2499722.000000 Penalty: 5036.988281
	Iteration 29Q: 3 clusters Score -2499722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2499753.750000 Penalty: 5036.988281
	Iteration 30Q: 3 clusters Score -2499754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2499775.500000 Penalty: 5036.988281
	Iteration 31Q: 3 clusters Score -2499776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2499793.000000 Penalty: 5036.988281
	Iteration 32Q: 3 clusters Score -2499793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2499813.500000 Penalty: 5036.988281
	Iteration 33Q: 3 clusters Score -2499814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2499821.500000 Penalty: 5036.988281
	Iteration 34Q: 3 clusters Score -2499822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2499823.750000 Penalty: 5036.988281
	Iteration 35Q: 3 clusters Score -2499824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2499838.000000 Penalty: 5036.988281
	Iteration 36Q: 3 clusters Score -2499838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2499848.250000 Penalty: 5036.988281
	Iteration 37Q: 3 clusters Score -2499848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2499847.500000 Penalty: 5036.988281
	Iteration 38Q: 3 clusters Score -2499848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2499852.750000 Penalty: 5036.988281
	Iteration 39Q: 3 clusters Score -2499853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2499853.500000 Penalty: 5036.988281
	Iteration 40F: 3 clusters Score -2499854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2499861.500000 Penalty: 5036.988281
	Iteration 41Q: 3 clusters Score -2499862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2499867.500000 Penalty: 5036.988281
	Iteration 42Q: 3 clusters Score -2499868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2499873.000000 Penalty: 5036.988281
	Iteration 43Q: 3 clusters Score -2499873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2499865.250000 Penalty: 5036.988281
	Iteration 44Q: 3 clusters Score -2499865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2499872.500000 Penalty: 5036.988281
	Iteration 45Q: 3 clusters Score -2499872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2499875.500000 Penalty: 5036.988281
	Iteration 46Q: 3 clusters Score -2499876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2499875.750000 Penalty: 5036.988281
	Iteration 47Q: 3 clusters Score -2499876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2499874.750000 Penalty: 5036.988281
	Iteration 48Q: 3 clusters Score -2499875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2499874.500000 Penalty: 5036.988281
	Iteration 49Q: 3 clusters Score -2499874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2499875.750000 Penalty: 5036.988281
	Iteration 50Q: 3 clusters Score -2499876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2499877.000000 Penalty: 5036.988281
	Iteration 51Q: 3 clusters Score -2499877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2499875.750000 Penalty: 5036.988281
	Iteration 52Q: 3 clusters Score -2499876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2499874.500000 Penalty: 5036.988281
	Iteration 53Q: 3 clusters Score -2499874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2499874.250000 Penalty: 5036.988281
	Iteration 54Q: 3 clusters Score -2499874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2499875.750000 Penalty: 5036.988281
	Iteration 55Q: 3 clusters Score -2499876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2499875.750000 Penalty: 5036.988281
	Iteration 56Q: 3 clusters Score -2499876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2499876.500000 Penalty: 5036.988281
	Iteration 57Q: 3 clusters Score -2499876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2499876.500000 Penalty: 5036.988281
	Iteration 58F: 3 clusters Score -2499876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Entering Unmasked Estep 
Score: -3490592.000000 Penalty: 2645.612549
	Iteration 0F: 2 clusters Score -3490592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3461768.250000 Penalty: 5291.225098
	Iteration 0F: 3 clusters Score -3461768 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3472285.500000 Penalty: 5291.225098
	Iteration 1F: 3 clusters Score -3472286 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3472778.750000 Penalty: 5291.225098
	Iteration 2Q: 3 clusters Score -3472779 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3473173.000000 Penalty: 5291.225098
	Iteration 3Q: 3 clusters Score -3473173 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3473624.250000 Penalty: 5291.225098
	Iteration 4Q: 3 clusters Score -3473624 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3474091.000000 Penalty: 5291.225098
	Iteration 5Q: 3 clusters Score -3474091 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3474656.250000 Penalty: 5291.225098
	Iteration 6Q: 3 clusters Score -3474656 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3475488.000000 Penalty: 5291.225098
	Iteration 7Q: 3 clusters Score -3475488 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3476647.500000 Penalty: 5291.225098
	Iteration 8F: 3 clusters Score -3476648 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3478334.500000 Penalty: 5291.225098
	Iteration 9F: 3 clusters Score -3478334 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -3480552.250000 Penalty: 5291.225098
	Iteration 10F: 3 clusters Score -3480552 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3483023.500000 Penalty: 5291.225098
	Iteration 11F: 3 clusters Score -3483024 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -3484980.750000 Penalty: 5291.225098
	Iteration 12F: 3 clusters Score -3484981 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -3486245.250000 Penalty: 5291.225098
	Iteration 13Q: 3 clusters Score -3486245 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -3487038.250000 Penalty: 5291.225098
	Iteration 14Q: 3 clusters Score -3487038 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -3487512.500000 Penalty: 5291.225098
	Iteration 15Q: 3 clusters Score -3487512 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -3487739.250000 Penalty: 5291.225098
	Iteration 16Q: 3 clusters Score -3487739 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -3487879.000000 Penalty: 5291.225098
	Iteration 17Q: 3 clusters Score -3487879 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -3487990.750000 Penalty: 5291.225098
	Iteration 18Q: 3 clusters Score -3487991 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -3488073.250000 Penalty: 5291.225098
	Iteration 19Q: 3 clusters Score -3488073 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -3488140.250000 Penalty: 5291.225098
	Iteration 20F: 3 clusters Score -3488140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -3488191.750000 Penalty: 5291.225098
	Iteration 21Q: 3 clusters Score -3488192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -3488227.000000 Penalty: 5291.225098
	Iteration 22Q: 3 clusters Score -3488227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -3488260.750000 Penalty: 5291.225098
	Iteration 23Q: 3 clusters Score -3488261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -3488289.500000 Penalty: 5291.225098
	Iteration 24Q: 3 clusters Score -3488290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -3488331.250000 Penalty: 5291.225098
	Iteration 25Q: 3 clusters Score -3488331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -3488347.000000 Penalty: 5291.225098
	Iteration 26Q: 3 clusters Score -3488347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -3488358.250000 Penalty: 5291.225098
	Iteration 27Q: 3 clusters Score -3488358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -3488365.250000 Penalty: 5291.225098
	Iteration 28Q: 3 clusters Score -3488365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -3488366.500000 Penalty: 5291.225098
	Iteration 29Q: 3 clusters Score -3488366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -3488373.000000 Penalty: 5291.225098
	Iteration 30Q: 3 clusters Score -3488373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -3488373.250000 Penalty: 5291.225098
	Iteration 31Q: 3 clusters Score -3488373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -3488382.000000 Penalty: 5291.225098
	Iteration 32Q: 3 clusters Score -3488382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -3488383.250000 Penalty: 5291.225098
	Iteration 33Q: 3 clusters Score -3488383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -3488378.500000 Penalty: 5291.225098
	Iteration 34Q: 3 clusters Score -3488378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -3488383.500000 Penalty: 5291.225098
	Iteration 35Q: 3 clusters Score -3488384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -3488383.000000 Penalty: 5291.225098
	Iteration 36Q: 3 clusters Score -3488383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -3488383.000000 Penalty: 5291.225098
	Iteration 37F: 3 clusters Score -3488383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (138924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138924 members 
Entering Unmasked Estep 
Score: -13694297.000000 Penalty: 2936.737305
	Iteration 0F: 2 clusters Score -1.36943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -13606625.000000 Penalty: 5873.474609
	Iteration 0F: 3 clusters Score -1.360662e+07 nChanged 66324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -13644618.000000 Penalty: 5873.474609
	Iteration 1F: 3 clusters Score -1.364462e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -13645374.000000 Penalty: 5873.474609
	Iteration 2Q: 3 clusters Score -1.364537e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -13646289.000000 Penalty: 5873.474609
	Iteration 3Q: 3 clusters Score -1.364629e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -13647407.000000 Penalty: 5873.474609
	Iteration 4Q: 3 clusters Score -1.364741e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -13648905.000000 Penalty: 5873.474609
	Iteration 5Q: 3 clusters Score -1.36489e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -13651172.000000 Penalty: 5873.474609
	Iteration 6Q: 3 clusters Score -1.365117e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -13654028.000000 Penalty: 5873.474609
	Iteration 7Q: 3 clusters Score -1.365403e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -13657908.000000 Penalty: 5873.474609
	Iteration 8F: 3 clusters Score -1.365791e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -13662540.000000 Penalty: 5873.474609
	Iteration 9F: 3 clusters Score -1.366254e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -13667880.000000 Penalty: 5873.474609
	Iteration 10F: 3 clusters Score -1.366788e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -13673164.000000 Penalty: 5873.474609
	Iteration 11F: 3 clusters Score -1.367316e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -13677845.000000 Penalty: 5873.474609
	Iteration 12F: 3 clusters Score -1.367784e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -13681668.000000 Penalty: 5873.474609
	Iteration 13Q: 3 clusters Score -1.368167e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -13684384.000000 Penalty: 5873.474609
	Iteration 14Q: 3 clusters Score -1.368438e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -13686425.000000 Penalty: 5873.474609
	Iteration 15Q: 3 clusters Score -1.368642e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -13688145.000000 Penalty: 5873.474609
	Iteration 16Q: 3 clusters Score -1.368814e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122711 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -13689379.000000 Penalty: 5873.474609
	Iteration 17Q: 3 clusters Score -1.368938e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124854 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -13690617.000000 Penalty: 5873.474609
	Iteration 18Q: 3 clusters Score -1.369062e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -13691539.000000 Penalty: 5873.474609
	Iteration 19Q: 3 clusters Score -1.369154e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128387 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -13692115.000000 Penalty: 5873.474609
	Iteration 20F: 3 clusters Score -1.369212e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -13692661.000000 Penalty: 5873.474609
	Iteration 21Q: 3 clusters Score -1.369266e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -13693055.000000 Penalty: 5873.474609
	Iteration 22Q: 3 clusters Score -1.369306e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -13693266.000000 Penalty: 5873.474609
	Iteration 23Q: 3 clusters Score -1.369327e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132611 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -13693351.000000 Penalty: 5873.474609
	Iteration 24Q: 3 clusters Score -1.369335e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -13693426.000000 Penalty: 5873.474609
	Iteration 25Q: 3 clusters Score -1.369343e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133690 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -13693507.000000 Penalty: 5873.474609
	Iteration 26Q: 3 clusters Score -1.369351e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134091 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -13693539.000000 Penalty: 5873.474609
	Iteration 27Q: 3 clusters Score -1.369354e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -13693587.000000 Penalty: 5873.474609
	Iteration 28Q: 3 clusters Score -1.369359e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134644 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -13693572.000000 Penalty: 5873.474609
	Iteration 29Q: 3 clusters Score -1.369357e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -13693605.000000 Penalty: 5873.474609
	Iteration 30Q: 3 clusters Score -1.36936e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134994 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -13693556.000000 Penalty: 5873.474609
	Iteration 31Q: 3 clusters Score -1.369356e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135118 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -13693542.000000 Penalty: 5873.474609
	Iteration 32Q: 3 clusters Score -1.369354e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135230 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -13693548.000000 Penalty: 5873.474609
	Iteration 33Q: 3 clusters Score -1.369355e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135339 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -13693544.000000 Penalty: 5873.474609
	Iteration 34Q: 3 clusters Score -1.369354e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135431 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -13693517.000000 Penalty: 5873.474609
	Iteration 35Q: 3 clusters Score -1.369352e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -13693474.000000 Penalty: 5873.474609
	Iteration 36Q: 3 clusters Score -1.369347e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13693478.000000 Penalty: 5873.474609
	Iteration 37Q: 3 clusters Score -1.369348e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135661 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -13693429.000000 Penalty: 5873.474609
	Iteration 38Q: 3 clusters Score -1.369343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -13693422.000000 Penalty: 5873.474609
	Iteration 39Q: 3 clusters Score -1.369342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135782 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -13693427.000000 Penalty: 5873.474609
	Iteration 40F: 3 clusters Score -1.369343e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -13693395.000000 Penalty: 5873.474609
	Iteration 41Q: 3 clusters Score -1.36934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135860 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -13693351.000000 Penalty: 5873.474609
	Iteration 42Q: 3 clusters Score -1.369335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135886 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -13693341.000000 Penalty: 5873.474609
	Iteration 43Q: 3 clusters Score -1.369334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135913 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -13693339.000000 Penalty: 5873.474609
	Iteration 44Q: 3 clusters Score -1.369334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135939 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -13693337.000000 Penalty: 5873.474609
	Iteration 45Q: 3 clusters Score -1.369334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -13693329.000000 Penalty: 5873.474609
	Iteration 46Q: 3 clusters Score -1.369333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13693327.000000 Penalty: 5873.474609
	Iteration 47Q: 3 clusters Score -1.369333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -13693326.000000 Penalty: 5873.474609
	Iteration 48Q: 3 clusters Score -1.369333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -13693312.000000 Penalty: 5873.474609
	Iteration 49Q: 3 clusters Score -1.369331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -13693304.000000 Penalty: 5873.474609
	Iteration 50Q: 3 clusters Score -1.36933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136064 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -13693290.000000 Penalty: 5873.474609
	Iteration 51Q: 3 clusters Score -1.369329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -13693283.000000 Penalty: 5873.474609
	Iteration 52Q: 3 clusters Score -1.369328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -13693291.000000 Penalty: 5873.474609
	Iteration 53Q: 3 clusters Score -1.369329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -13693298.000000 Penalty: 5873.474609
	Iteration 54Q: 3 clusters Score -1.36933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -13693301.000000 Penalty: 5873.474609
	Iteration 55Q: 3 clusters Score -1.36933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13693296.000000 Penalty: 5873.474609
	Iteration 56Q: 3 clusters Score -1.36933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13693293.000000 Penalty: 5873.474609
	Iteration 57Q: 3 clusters Score -1.369329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13693307.000000 Penalty: 5873.474609
	Iteration 58Q: 3 clusters Score -1.369331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136134 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -13693311.000000 Penalty: 5873.474609
	Iteration 59Q: 3 clusters Score -1.369331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -13693293.000000 Penalty: 5873.474609
	Iteration 60F: 3 clusters Score -1.369329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -13693279.000000 Penalty: 5873.474609
	Iteration 61Q: 3 clusters Score -1.369328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13693279.000000 Penalty: 5873.474609
	Iteration 62Q: 3 clusters Score -1.369328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -13693287.000000 Penalty: 5873.474609
	Iteration 63Q: 3 clusters Score -1.369329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -13693303.000000 Penalty: 5873.474609
	Iteration 64Q: 3 clusters Score -1.36933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -13693291.000000 Penalty: 5873.474609
	Iteration 65Q: 3 clusters Score -1.369329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -13693292.000000 Penalty: 5873.474609
	Iteration 66Q: 3 clusters Score -1.369329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136199 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -13693282.000000 Penalty: 5873.474609
	Iteration 67Q: 3 clusters Score -1.369328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -13693284.000000 Penalty: 5873.474609
	Iteration 68Q: 3 clusters Score -1.369328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136211 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13693292.000000 Penalty: 5873.474609
	Iteration 69Q: 3 clusters Score -1.369329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136213 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -13693290.000000 Penalty: 5873.474609
	Iteration 70Q: 3 clusters Score -1.369329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136216 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13693296.000000 Penalty: 5873.474609
	Iteration 71Q: 3 clusters Score -1.36933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -13693293.000000 Penalty: 5873.474609
	Iteration 72Q: 3 clusters Score -1.369329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136227 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -13693290.000000 Penalty: 5873.474609
	Iteration 73Q: 3 clusters Score -1.369329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -13693284.000000 Penalty: 5873.474609
	Iteration 74Q: 3 clusters Score -1.369328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13693279.000000 Penalty: 5873.474609
	Iteration 75Q: 3 clusters Score -1.369328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -13693272.000000 Penalty: 5873.474609
	Iteration 76Q: 3 clusters Score -1.369327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -13693279.000000 Penalty: 5873.474609
	Iteration 77Q: 3 clusters Score -1.369328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -13693279.000000 Penalty: 5873.474609
	Iteration 78F: 3 clusters Score -1.369328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Entering Unmasked Estep 
Score: -983120.375000 Penalty: 2344.706543
	Iteration 0F: 2 clusters Score -983120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -973602.125000 Penalty: 4689.413086
	Iteration 0F: 3 clusters Score -973602.1 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -976861.562500 Penalty: 4689.413086
	Iteration 1F: 3 clusters Score -976861.6 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -977799.812500 Penalty: 4689.413086
	Iteration 2F: 3 clusters Score -977799.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -979175.875000 Penalty: 4689.413086
	Iteration 3F: 3 clusters Score -979175.9 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -980784.125000 Penalty: 4689.413086
	Iteration 4F: 3 clusters Score -980784.1 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -981870.812500 Penalty: 4689.413086
	Iteration 5F: 3 clusters Score -981870.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -982402.187500 Penalty: 4689.413086
	Iteration 6F: 3 clusters Score -982402.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -982608.187500 Penalty: 4689.413086
	Iteration 7Q: 3 clusters Score -982608.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -982687.750000 Penalty: 4689.413086
	Iteration 8Q: 3 clusters Score -982687.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -982725.375000 Penalty: 4689.413086
	Iteration 9Q: 3 clusters Score -982725.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -982743.750000 Penalty: 4689.413086
	Iteration 10Q: 3 clusters Score -982743.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -982762.375000 Penalty: 4689.413086
	Iteration 11Q: 3 clusters Score -982762.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -982767.812500 Penalty: 4689.413086
	Iteration 12Q: 3 clusters Score -982767.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -982777.500000 Penalty: 4689.413086
	Iteration 13Q: 3 clusters Score -982777.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -982785.000000 Penalty: 4689.413086
	Iteration 14Q: 3 clusters Score -982785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -982791.500000 Penalty: 4689.413086
	Iteration 15Q: 3 clusters Score -982791.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -982798.500000 Penalty: 4689.413086
	Iteration 16Q: 3 clusters Score -982798.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -982805.562500 Penalty: 4689.413086
	Iteration 17Q: 3 clusters Score -982805.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -982817.437500 Penalty: 4689.413086
	Iteration 18Q: 3 clusters Score -982817.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -982826.312500 Penalty: 4689.413086
	Iteration 19Q: 3 clusters Score -982826.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -982833.812500 Penalty: 4689.413086
	Iteration 20F: 3 clusters Score -982833.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -982835.625000 Penalty: 4689.413086
	Iteration 21Q: 3 clusters Score -982835.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -982845.875000 Penalty: 4689.413086
	Iteration 22Q: 3 clusters Score -982845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -982849.500000 Penalty: 4689.413086
	Iteration 23Q: 3 clusters Score -982849.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -982853.375000 Penalty: 4689.413086
	Iteration 24Q: 3 clusters Score -982853.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -982859.250000 Penalty: 4689.413086
	Iteration 25Q: 3 clusters Score -982859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -982867.562500 Penalty: 4689.413086
	Iteration 26Q: 3 clusters Score -982867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -982865.312500 Penalty: 4689.413086
	Iteration 27Q: 3 clusters Score -982865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -982866.750000 Penalty: 4689.413086
	Iteration 28Q: 3 clusters Score -982866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -982868.250000 Penalty: 4689.413086
	Iteration 29Q: 3 clusters Score -982868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -982870.687500 Penalty: 4689.413086
	Iteration 30Q: 3 clusters Score -982870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -982872.125000 Penalty: 4689.413086
	Iteration 31Q: 3 clusters Score -982872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -982872.437500 Penalty: 4689.413086
	Iteration 32Q: 3 clusters Score -982872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -982872.437500 Penalty: 4689.413086
	Iteration 33F: 3 clusters Score -982872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -179027.531250 Penalty: 1909.448608
	Iteration 0F: 2 clusters Score -179027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -176282.609375 Penalty: 3818.897217
	Iteration 0F: 3 clusters Score -176282.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -176999.687500 Penalty: 3818.897217
	Iteration 1F: 3 clusters Score -176999.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177535.500000 Penalty: 3818.897217
	Iteration 2F: 3 clusters Score -177535.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -178092.375000 Penalty: 3818.897217
	Iteration 3F: 3 clusters Score -178092.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -178519.062500 Penalty: 3818.897217
	Iteration 4F: 3 clusters Score -178519.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -178857.781250 Penalty: 3818.897217
	Iteration 5F: 3 clusters Score -178857.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179116.906250 Penalty: 3818.897217
	Iteration 6F: 3 clusters Score -179116.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179229.062500 Penalty: 3818.897217
	Iteration 7Q: 3 clusters Score -179229.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179284.828125 Penalty: 3818.897217
	Iteration 8Q: 3 clusters Score -179284.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179307.671875 Penalty: 3818.897217
	Iteration 9Q: 3 clusters Score -179307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179319.484375 Penalty: 3818.897217
	Iteration 10Q: 3 clusters Score -179319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179342.328125 Penalty: 3818.897217
	Iteration 11Q: 3 clusters Score -179342.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -179381.843750 Penalty: 3818.897217
	Iteration 12Q: 3 clusters Score -179381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179418.765625 Penalty: 3818.897217
	Iteration 13Q: 3 clusters Score -179418.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -179436.171875 Penalty: 3818.897217
	Iteration 14Q: 3 clusters Score -179436.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179474.359375 Penalty: 3818.897217
	Iteration 15Q: 3 clusters Score -179474.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179496.968750 Penalty: 3818.897217
	Iteration 16Q: 3 clusters Score -179497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -179508.359375 Penalty: 3818.897217
	Iteration 17Q: 3 clusters Score -179508.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179515.015625 Penalty: 3818.897217
	Iteration 18Q: 3 clusters Score -179515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179523.265625 Penalty: 3818.897217
	Iteration 19Q: 3 clusters Score -179523.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -179596.578125 Penalty: 3818.897217
	Iteration 20F: 3 clusters Score -179596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -179748.109375 Penalty: 3818.897217
	Iteration 21Q: 3 clusters Score -179748.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179966.437500 Penalty: 3818.897217
	Iteration 22Q: 3 clusters Score -179966.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180074.281250 Penalty: 3818.897217
	Iteration 23Q: 3 clusters Score -180074.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -180113.703125 Penalty: 3818.897217
	Iteration 24Q: 3 clusters Score -180113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -180128.875000 Penalty: 3818.897217
	Iteration 25Q: 3 clusters Score -180128.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -180133.750000 Penalty: 3818.897217
	Iteration 26Q: 3 clusters Score -180133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -180137.625000 Penalty: 3818.897217
	Iteration 27Q: 3 clusters Score -180137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -180140.171875 Penalty: 3818.897217
	Iteration 28Q: 3 clusters Score -180140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180140.703125 Penalty: 3818.897217
	Iteration 29Q: 3 clusters Score -180140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180140.734375 Penalty: 3818.897217
	Iteration 30Q: 3 clusters Score -180140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180140.734375 Penalty: 3818.897217
	Iteration 31F: 3 clusters Score -180140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 17977 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Entering Unmasked Estep 
Score: -150772672.000000 Penalty: 224856.562500
Splitting cluster 17 changes total score from -150771056.000000 to -150772672.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 18 (169742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Entering Unmasked Estep 
Score: -13925765.000000 Penalty: 2986.424805
	Iteration 0F: 2 clusters Score -1.392576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84677 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -13812154.000000 Penalty: 5972.849609
	Iteration 0F: 3 clusters Score -1.381215e+07 nChanged 80950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -13859391.000000 Penalty: 5972.849609
	Iteration 1F: 3 clusters Score -1.385939e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -13860326.000000 Penalty: 5972.849609
	Iteration 2Q: 3 clusters Score -1.386033e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -13861506.000000 Penalty: 5972.849609
	Iteration 3Q: 3 clusters Score -1.386151e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -13863108.000000 Penalty: 5972.849609
	Iteration 4Q: 3 clusters Score -1.386311e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -13865174.000000 Penalty: 5972.849609
	Iteration 5Q: 3 clusters Score -1.386517e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -13867976.000000 Penalty: 5972.849609
	Iteration 6Q: 3 clusters Score -1.386798e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -13871409.000000 Penalty: 5972.849609
	Iteration 7Q: 3 clusters Score -1.387141e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -13875625.000000 Penalty: 5972.849609
	Iteration 8Q: 3 clusters Score -1.387562e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -13880470.000000 Penalty: 5972.849609
	Iteration 9Q: 3 clusters Score -1.388047e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -13886136.000000 Penalty: 5972.849609
	Iteration 10F: 3 clusters Score -1.388614e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 123937 members 
Entering Unmasked Estep 
Score: -13892994.000000 Penalty: 5972.849609
	Iteration 11F: 3 clusters Score -1.389299e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -13900157.000000 Penalty: 5972.849609
	Iteration 12F: 3 clusters Score -1.390016e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -13907071.000000 Penalty: 5972.849609
	Iteration 13F: 3 clusters Score -1.390707e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 150487 members 
Entering Unmasked Estep 
Score: -13912432.000000 Penalty: 5972.849609
	Iteration 14Q: 3 clusters Score -1.391243e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -13916514.000000 Penalty: 5972.849609
	Iteration 15Q: 3 clusters Score -1.391651e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 160834 members 
Entering Unmasked Estep 
Score: -13919077.000000 Penalty: 5972.849609
	Iteration 16Q: 3 clusters Score -1.391908e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 163620 members 
Entering Unmasked Estep 
Score: -13920701.000000 Penalty: 5972.849609
	Iteration 17Q: 3 clusters Score -1.39207e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 165439 members 
Entering Unmasked Estep 
Score: -13921670.000000 Penalty: 5972.849609
	Iteration 18Q: 3 clusters Score -1.392167e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -13922190.000000 Penalty: 5972.849609
	Iteration 19Q: 3 clusters Score -1.392219e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -13922542.000000 Penalty: 5972.849609
	Iteration 20F: 3 clusters Score -1.392254e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 167672 members 
Entering Unmasked Estep 
Score: -13922755.000000 Penalty: 5972.849609
	Iteration 21Q: 3 clusters Score -1.392276e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 167933 members 
Entering Unmasked Estep 
Score: -13922879.000000 Penalty: 5972.849609
	Iteration 22Q: 3 clusters Score -1.392288e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -13922972.000000 Penalty: 5972.849609
	Iteration 23Q: 3 clusters Score -1.392297e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 168224 members 
Entering Unmasked Estep 
Score: -13923054.000000 Penalty: 5972.849609
	Iteration 24Q: 3 clusters Score -1.392305e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -13923115.000000 Penalty: 5972.849609
	Iteration 25Q: 3 clusters Score -1.392312e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 168404 members 
Entering Unmasked Estep 
Score: -13923156.000000 Penalty: 5972.849609
	Iteration 26Q: 3 clusters Score -1.392316e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -13923191.000000 Penalty: 5972.849609
	Iteration 27Q: 3 clusters Score -1.392319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 168508 members 
Entering Unmasked Estep 
Score: -13923220.000000 Penalty: 5972.849609
	Iteration 28Q: 3 clusters Score -1.392322e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 168541 members 
Entering Unmasked Estep 
Score: -13923217.000000 Penalty: 5972.849609
	Iteration 29Q: 3 clusters Score -1.392322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -13923234.000000 Penalty: 5972.849609
	Iteration 30Q: 3 clusters Score -1.392323e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 168599 members 
Entering Unmasked Estep 
Score: -13923259.000000 Penalty: 5972.849609
	Iteration 31Q: 3 clusters Score -1.392326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 168624 members 
Entering Unmasked Estep 
Score: -13923283.000000 Penalty: 5972.849609
	Iteration 32Q: 3 clusters Score -1.392328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -13923278.000000 Penalty: 5972.849609
	Iteration 33Q: 3 clusters Score -1.392328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -13923299.000000 Penalty: 5972.849609
	Iteration 34Q: 3 clusters Score -1.39233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -13923324.000000 Penalty: 5972.849609
	Iteration 35Q: 3 clusters Score -1.392332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -13923318.000000 Penalty: 5972.849609
	Iteration 36Q: 3 clusters Score -1.392332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 168721 members 
Entering Unmasked Estep 
Score: -13923337.000000 Penalty: 5972.849609
	Iteration 37Q: 3 clusters Score -1.392334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 168731 members 
Entering Unmasked Estep 
Score: -13923341.000000 Penalty: 5972.849609
	Iteration 38Q: 3 clusters Score -1.392334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 168737 members 
Entering Unmasked Estep 
Score: -13923345.000000 Penalty: 5972.849609
	Iteration 39Q: 3 clusters Score -1.392334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 168741 members 
Entering Unmasked Estep 
Score: -13923359.000000 Penalty: 5972.849609
	Iteration 40F: 3 clusters Score -1.392336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -13923360.000000 Penalty: 5972.849609
	Iteration 41Q: 3 clusters Score -1.392336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -13923349.000000 Penalty: 5972.849609
	Iteration 42Q: 3 clusters Score -1.392335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 168756 members 
Entering Unmasked Estep 
Score: -13923360.000000 Penalty: 5972.849609
	Iteration 43Q: 3 clusters Score -1.392336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 168769 members 
Entering Unmasked Estep 
Score: -13923363.000000 Penalty: 5972.849609
	Iteration 44Q: 3 clusters Score -1.392336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -13923363.000000 Penalty: 5972.849609
	Iteration 45Q: 3 clusters Score -1.392336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 168776 members 
Entering Unmasked Estep 
Score: -13923368.000000 Penalty: 5972.849609
	Iteration 46Q: 3 clusters Score -1.392337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 168781 members 
Entering Unmasked Estep 
Score: -13923380.000000 Penalty: 5972.849609
	Iteration 47Q: 3 clusters Score -1.392338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 168787 members 
Entering Unmasked Estep 
Score: -13923389.000000 Penalty: 5972.849609
	Iteration 48Q: 3 clusters Score -1.392339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -13923395.000000 Penalty: 5972.849609
	Iteration 49Q: 3 clusters Score -1.39234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -13923393.000000 Penalty: 5972.849609
	Iteration 50Q: 3 clusters Score -1.392339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -13923405.000000 Penalty: 5972.849609
	Iteration 51Q: 3 clusters Score -1.39234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 168804 members 
Entering Unmasked Estep 
Score: -13923408.000000 Penalty: 5972.849609
	Iteration 52Q: 3 clusters Score -1.392341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -13923414.000000 Penalty: 5972.849609
	Iteration 53Q: 3 clusters Score -1.392341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -13923407.000000 Penalty: 5972.849609
	Iteration 54Q: 3 clusters Score -1.392341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 168819 members 
Entering Unmasked Estep 
Score: -13923409.000000 Penalty: 5972.849609
	Iteration 55Q: 3 clusters Score -1.392341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 168822 members 
Entering Unmasked Estep 
Score: -13923403.000000 Penalty: 5972.849609
	Iteration 56Q: 3 clusters Score -1.39234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 168821 members 
Entering Unmasked Estep 
Score: -13923406.000000 Penalty: 5972.849609
	Iteration 57Q: 3 clusters Score -1.392341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 168822 members 
Entering Unmasked Estep 
Score: -13923407.000000 Penalty: 5972.849609
	Iteration 58Q: 3 clusters Score -1.392341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 168822 members 
Entering Unmasked Estep 
Score: -13923407.000000 Penalty: 5972.849609
	Iteration 59F: 3 clusters Score -1.392341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Entering Unmasked Estep 
Score: -10616421.000000 Penalty: 2855.465820
	Iteration 0F: 2 clusters Score -1.061642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -10552826.000000 Penalty: 5710.931641
	Iteration 0F: 3 clusters Score -1.055283e+07 nChanged 47422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -10579737.000000 Penalty: 5710.931641
	Iteration 1F: 3 clusters Score -1.057974e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -10580597.000000 Penalty: 5710.931641
	Iteration 2Q: 3 clusters Score -1.05806e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -10581761.000000 Penalty: 5710.931641
	Iteration 3Q: 3 clusters Score -1.058176e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -10583624.000000 Penalty: 5710.931641
	Iteration 4Q: 3 clusters Score -1.058362e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -10586558.000000 Penalty: 5710.931641
	Iteration 5F: 3 clusters Score -1.058656e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -10590729.000000 Penalty: 5710.931641
	Iteration 6F: 3 clusters Score -1.059073e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -10595568.000000 Penalty: 5710.931641
	Iteration 7F: 3 clusters Score -1.059557e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -10600300.000000 Penalty: 5710.931641
	Iteration 8F: 3 clusters Score -1.06003e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -10603790.000000 Penalty: 5710.931641
	Iteration 9F: 3 clusters Score -1.060379e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -10606419.000000 Penalty: 5710.931641
	Iteration 10F: 3 clusters Score -1.060642e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -10608204.000000 Penalty: 5710.931641
	Iteration 11Q: 3 clusters Score -1.06082e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -10609592.000000 Penalty: 5710.931641
	Iteration 12Q: 3 clusters Score -1.060959e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -10610784.000000 Penalty: 5710.931641
	Iteration 13Q: 3 clusters Score -1.061078e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -10611529.000000 Penalty: 5710.931641
	Iteration 14Q: 3 clusters Score -1.061153e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -10612288.000000 Penalty: 5710.931641
	Iteration 15Q: 3 clusters Score -1.061229e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -10612648.000000 Penalty: 5710.931641
	Iteration 16Q: 3 clusters Score -1.061265e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -10613002.000000 Penalty: 5710.931641
	Iteration 17Q: 3 clusters Score -1.0613e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -10613254.000000 Penalty: 5710.931641
	Iteration 18Q: 3 clusters Score -1.061325e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -10613438.000000 Penalty: 5710.931641
	Iteration 19Q: 3 clusters Score -1.061344e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -10613535.000000 Penalty: 5710.931641
	Iteration 20F: 3 clusters Score -1.061354e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -10613587.000000 Penalty: 5710.931641
	Iteration 21Q: 3 clusters Score -1.061359e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -10613663.000000 Penalty: 5710.931641
	Iteration 22Q: 3 clusters Score -1.061366e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -10613716.000000 Penalty: 5710.931641
	Iteration 23Q: 3 clusters Score -1.061372e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -10613720.000000 Penalty: 5710.931641
	Iteration 24Q: 3 clusters Score -1.061372e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -10613715.000000 Penalty: 5710.931641
	Iteration 25Q: 3 clusters Score -1.061372e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -10613727.000000 Penalty: 5710.931641
	Iteration 26Q: 3 clusters Score -1.061373e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -10613770.000000 Penalty: 5710.931641
	Iteration 27Q: 3 clusters Score -1.061377e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -10613800.000000 Penalty: 5710.931641
	Iteration 28Q: 3 clusters Score -1.06138e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -10613828.000000 Penalty: 5710.931641
	Iteration 29Q: 3 clusters Score -1.061383e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -10613837.000000 Penalty: 5710.931641
	Iteration 30Q: 3 clusters Score -1.061384e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -10613841.000000 Penalty: 5710.931641
	Iteration 31Q: 3 clusters Score -1.061384e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10613852.000000 Penalty: 5710.931641
	Iteration 32Q: 3 clusters Score -1.061385e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -10613845.000000 Penalty: 5710.931641
	Iteration 33Q: 3 clusters Score -1.061384e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -10613863.000000 Penalty: 5710.931641
	Iteration 34Q: 3 clusters Score -1.061386e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -10613845.000000 Penalty: 5710.931641
	Iteration 35Q: 3 clusters Score -1.061384e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -10613841.000000 Penalty: 5710.931641
	Iteration 36Q: 3 clusters Score -1.061384e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -10613844.000000 Penalty: 5710.931641
	Iteration 37Q: 3 clusters Score -1.061384e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -10613863.000000 Penalty: 5710.931641
	Iteration 38Q: 3 clusters Score -1.061386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -10613864.000000 Penalty: 5710.931641
	Iteration 39Q: 3 clusters Score -1.061386e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -10613851.000000 Penalty: 5710.931641
	Iteration 40F: 3 clusters Score -1.061385e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -10613867.000000 Penalty: 5710.931641
	Iteration 41Q: 3 clusters Score -1.061387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -10613900.000000 Penalty: 5710.931641
	Iteration 42Q: 3 clusters Score -1.06139e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -10613886.000000 Penalty: 5710.931641
	Iteration 43Q: 3 clusters Score -1.061389e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -10613859.000000 Penalty: 5710.931641
	Iteration 44Q: 3 clusters Score -1.061386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -10613880.000000 Penalty: 5710.931641
	Iteration 45Q: 3 clusters Score -1.061388e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61558 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -10613903.000000 Penalty: 5710.931641
	Iteration 46Q: 3 clusters Score -1.06139e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -10613900.000000 Penalty: 5710.931641
	Iteration 47Q: 3 clusters Score -1.06139e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -10613939.000000 Penalty: 5710.931641
	Iteration 48Q: 3 clusters Score -1.061394e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -10613968.000000 Penalty: 5710.931641
	Iteration 49Q: 3 clusters Score -1.061397e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -10613959.000000 Penalty: 5710.931641
	Iteration 50Q: 3 clusters Score -1.061396e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -10613993.000000 Penalty: 5710.931641
	Iteration 51Q: 3 clusters Score -1.061399e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -10614024.000000 Penalty: 5710.931641
	Iteration 52Q: 3 clusters Score -1.061402e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -10614062.000000 Penalty: 5710.931641
	Iteration 53Q: 3 clusters Score -1.061406e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -10614090.000000 Penalty: 5710.931641
	Iteration 54Q: 3 clusters Score -1.061409e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -10614103.000000 Penalty: 5710.931641
	Iteration 55Q: 3 clusters Score -1.06141e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -10614133.000000 Penalty: 5710.931641
	Iteration 56Q: 3 clusters Score -1.061413e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -10614151.000000 Penalty: 5710.931641
	Iteration 57Q: 3 clusters Score -1.061415e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -10614163.000000 Penalty: 5710.931641
	Iteration 58Q: 3 clusters Score -1.061416e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -10614175.000000 Penalty: 5710.931641
	Iteration 59Q: 3 clusters Score -1.061418e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -10614213.000000 Penalty: 5710.931641
	Iteration 60F: 3 clusters Score -1.061421e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -10614212.000000 Penalty: 5710.931641
	Iteration 61Q: 3 clusters Score -1.061421e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -10614257.000000 Penalty: 5710.931641
	Iteration 62Q: 3 clusters Score -1.061426e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -10614232.000000 Penalty: 5710.931641
	Iteration 63Q: 3 clusters Score -1.061423e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -10614264.000000 Penalty: 5710.931641
	Iteration 64Q: 3 clusters Score -1.061426e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -10614287.000000 Penalty: 5710.931641
	Iteration 65Q: 3 clusters Score -1.061429e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -10614279.000000 Penalty: 5710.931641
	Iteration 66Q: 3 clusters Score -1.061428e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -10614354.000000 Penalty: 5710.931641
	Iteration 67Q: 3 clusters Score -1.061435e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -10614400.000000 Penalty: 5710.931641
	Iteration 68Q: 3 clusters Score -1.06144e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -10614413.000000 Penalty: 5710.931641
	Iteration 69Q: 3 clusters Score -1.061441e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -10614457.000000 Penalty: 5710.931641
	Iteration 70Q: 3 clusters Score -1.061446e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -10614502.000000 Penalty: 5710.931641
	Iteration 71Q: 3 clusters Score -1.06145e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -10614541.000000 Penalty: 5710.931641
	Iteration 72Q: 3 clusters Score -1.061454e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -10614581.000000 Penalty: 5710.931641
	Iteration 73Q: 3 clusters Score -1.061458e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -10614611.000000 Penalty: 5710.931641
	Iteration 74Q: 3 clusters Score -1.061461e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -10614656.000000 Penalty: 5710.931641
	Iteration 75Q: 3 clusters Score -1.061466e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -10614643.000000 Penalty: 5710.931641
	Iteration 76Q: 3 clusters Score -1.061464e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -10614685.000000 Penalty: 5710.931641
	Iteration 77Q: 3 clusters Score -1.061468e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -10614709.000000 Penalty: 5710.931641
	Iteration 78Q: 3 clusters Score -1.061471e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -10614739.000000 Penalty: 5710.931641
	Iteration 79Q: 3 clusters Score -1.061474e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -10614726.000000 Penalty: 5710.931641
	Iteration 80F: 3 clusters Score -1.061473e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -10614752.000000 Penalty: 5710.931641
	Iteration 81Q: 3 clusters Score -1.061475e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -10614745.000000 Penalty: 5710.931641
	Iteration 82Q: 3 clusters Score -1.061474e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -10614745.000000 Penalty: 5710.931641
	Iteration 83Q: 3 clusters Score -1.061474e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -10614755.000000 Penalty: 5710.931641
	Iteration 84Q: 3 clusters Score -1.061476e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -10614763.000000 Penalty: 5710.931641
	Iteration 85Q: 3 clusters Score -1.061476e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -10614778.000000 Penalty: 5710.931641
	Iteration 86Q: 3 clusters Score -1.061478e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -10614801.000000 Penalty: 5710.931641
	Iteration 87Q: 3 clusters Score -1.06148e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -10614793.000000 Penalty: 5710.931641
	Iteration 88Q: 3 clusters Score -1.061479e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -10614864.000000 Penalty: 5710.931641
	Iteration 89Q: 3 clusters Score -1.061486e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -10614864.000000 Penalty: 5710.931641
	Iteration 90Q: 3 clusters Score -1.061486e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -10614850.000000 Penalty: 5710.931641
	Iteration 91Q: 3 clusters Score -1.061485e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -10614881.000000 Penalty: 5710.931641
	Iteration 92Q: 3 clusters Score -1.061488e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -10614891.000000 Penalty: 5710.931641
	Iteration 93Q: 3 clusters Score -1.061489e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -10614897.000000 Penalty: 5710.931641
	Iteration 94Q: 3 clusters Score -1.06149e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -10614898.000000 Penalty: 5710.931641
	Iteration 95Q: 3 clusters Score -1.06149e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -10614935.000000 Penalty: 5710.931641
	Iteration 96Q: 3 clusters Score -1.061494e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -10614943.000000 Penalty: 5710.931641
	Iteration 97Q: 3 clusters Score -1.061494e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -10614933.000000 Penalty: 5710.931641
	Iteration 98Q: 3 clusters Score -1.061493e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -10614919.000000 Penalty: 5710.931641
	Iteration 99Q: 3 clusters Score -1.061492e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -10614943.000000 Penalty: 5710.931641
	Iteration 100F: 3 clusters Score -1.061494e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -10614982.000000 Penalty: 5710.931641
	Iteration 101Q: 3 clusters Score -1.061498e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -10614968.000000 Penalty: 5710.931641
	Iteration 102Q: 3 clusters Score -1.061497e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -10614986.000000 Penalty: 5710.931641
	Iteration 103Q: 3 clusters Score -1.061499e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -10614958.000000 Penalty: 5710.931641
	Iteration 104Q: 3 clusters Score -1.061496e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -10614975.000000 Penalty: 5710.931641
	Iteration 105Q: 3 clusters Score -1.061498e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -10615021.000000 Penalty: 5710.931641
	Iteration 106Q: 3 clusters Score -1.061502e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -10615038.000000 Penalty: 5710.931641
	Iteration 107Q: 3 clusters Score -1.061504e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -10615091.000000 Penalty: 5710.931641
	Iteration 108Q: 3 clusters Score -1.061509e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76906 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -10615074.000000 Penalty: 5710.931641
	Iteration 109Q: 3 clusters Score -1.061507e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -10615059.000000 Penalty: 5710.931641
	Iteration 110Q: 3 clusters Score -1.061506e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -10615067.000000 Penalty: 5710.931641
	Iteration 111Q: 3 clusters Score -1.061507e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -10615080.000000 Penalty: 5710.931641
	Iteration 112Q: 3 clusters Score -1.061508e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -10615068.000000 Penalty: 5710.931641
	Iteration 113Q: 3 clusters Score -1.061507e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -10615068.000000 Penalty: 5710.931641
	Iteration 114Q: 3 clusters Score -1.061507e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -10615064.000000 Penalty: 5710.931641
	Iteration 115Q: 3 clusters Score -1.061506e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -10615096.000000 Penalty: 5710.931641
	Iteration 116Q: 3 clusters Score -1.06151e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -10615114.000000 Penalty: 5710.931641
	Iteration 117Q: 3 clusters Score -1.061511e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -10615117.000000 Penalty: 5710.931641
	Iteration 118Q: 3 clusters Score -1.061512e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -10615125.000000 Penalty: 5710.931641
	Iteration 119Q: 3 clusters Score -1.061512e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -10615119.000000 Penalty: 5710.931641
	Iteration 120F: 3 clusters Score -1.061512e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -10615142.000000 Penalty: 5710.931641
	Iteration 121Q: 3 clusters Score -1.061514e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -10615138.000000 Penalty: 5710.931641
	Iteration 122Q: 3 clusters Score -1.061514e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -10615136.000000 Penalty: 5710.931641
	Iteration 123Q: 3 clusters Score -1.061514e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -10615129.000000 Penalty: 5710.931641
	Iteration 124Q: 3 clusters Score -1.061513e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -10615144.000000 Penalty: 5710.931641
	Iteration 125Q: 3 clusters Score -1.061514e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -10615158.000000 Penalty: 5710.931641
	Iteration 126Q: 3 clusters Score -1.061516e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -10615158.000000 Penalty: 5710.931641
	Iteration 127Q: 3 clusters Score -1.061516e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -10615127.000000 Penalty: 5710.931641
	Iteration 128Q: 3 clusters Score -1.061513e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -10615129.000000 Penalty: 5710.931641
	Iteration 129Q: 3 clusters Score -1.061513e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -10615118.000000 Penalty: 5710.931641
	Iteration 130Q: 3 clusters Score -1.061512e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -10615121.000000 Penalty: 5710.931641
	Iteration 131Q: 3 clusters Score -1.061512e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -10615097.000000 Penalty: 5710.931641
	Iteration 132Q: 3 clusters Score -1.06151e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -10615081.000000 Penalty: 5710.931641
	Iteration 133Q: 3 clusters Score -1.061508e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -10615072.000000 Penalty: 5710.931641
	Iteration 134Q: 3 clusters Score -1.061507e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -10615077.000000 Penalty: 5710.931641
	Iteration 135Q: 3 clusters Score -1.061508e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -10615116.000000 Penalty: 5710.931641
	Iteration 136Q: 3 clusters Score -1.061512e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -10615168.000000 Penalty: 5710.931641
	Iteration 137Q: 3 clusters Score -1.061517e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -10615167.000000 Penalty: 5710.931641
	Iteration 138Q: 3 clusters Score -1.061517e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -10615201.000000 Penalty: 5710.931641
	Iteration 139Q: 3 clusters Score -1.06152e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -10615186.000000 Penalty: 5710.931641
	Iteration 140F: 3 clusters Score -1.061519e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -10615234.000000 Penalty: 5710.931641
	Iteration 141Q: 3 clusters Score -1.061523e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -10615271.000000 Penalty: 5710.931641
	Iteration 142Q: 3 clusters Score -1.061527e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -10615251.000000 Penalty: 5710.931641
	Iteration 143Q: 3 clusters Score -1.061525e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -10615250.000000 Penalty: 5710.931641
	Iteration 144Q: 3 clusters Score -1.061525e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -10615245.000000 Penalty: 5710.931641
	Iteration 145Q: 3 clusters Score -1.061524e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -10615243.000000 Penalty: 5710.931641
	Iteration 146Q: 3 clusters Score -1.061524e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -10615250.000000 Penalty: 5710.931641
	Iteration 147Q: 3 clusters Score -1.061525e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -10615217.000000 Penalty: 5710.931641
	Iteration 148Q: 3 clusters Score -1.061522e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -10615207.000000 Penalty: 5710.931641
	Iteration 149Q: 3 clusters Score -1.061521e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -10615253.000000 Penalty: 5710.931641
	Iteration 150Q: 3 clusters Score -1.061525e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -10615284.000000 Penalty: 5710.931641
	Iteration 151Q: 3 clusters Score -1.061528e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -10615259.000000 Penalty: 5710.931641
	Iteration 152Q: 3 clusters Score -1.061526e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -10615260.000000 Penalty: 5710.931641
	Iteration 153Q: 3 clusters Score -1.061526e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -10615254.000000 Penalty: 5710.931641
	Iteration 154Q: 3 clusters Score -1.061525e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -10615251.000000 Penalty: 5710.931641
	Iteration 155Q: 3 clusters Score -1.061525e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -10615251.000000 Penalty: 5710.931641
	Iteration 156Q: 3 clusters Score -1.061525e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -10615223.000000 Penalty: 5710.931641
	Iteration 157Q: 3 clusters Score -1.061522e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -10615241.000000 Penalty: 5710.931641
	Iteration 158Q: 3 clusters Score -1.061524e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -10615216.000000 Penalty: 5710.931641
	Iteration 159Q: 3 clusters Score -1.061522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -10615198.000000 Penalty: 5710.931641
	Iteration 160F: 3 clusters Score -1.06152e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -10615212.000000 Penalty: 5710.931641
	Iteration 161Q: 3 clusters Score -1.061521e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -10615210.000000 Penalty: 5710.931641
	Iteration 162Q: 3 clusters Score -1.061521e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -10615215.000000 Penalty: 5710.931641
	Iteration 163Q: 3 clusters Score -1.061522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -10615223.000000 Penalty: 5710.931641
	Iteration 164Q: 3 clusters Score -1.061522e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -10615245.000000 Penalty: 5710.931641
	Iteration 165Q: 3 clusters Score -1.061524e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -10615243.000000 Penalty: 5710.931641
	Iteration 166Q: 3 clusters Score -1.061524e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -10615227.000000 Penalty: 5710.931641
	Iteration 167Q: 3 clusters Score -1.061523e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -10615239.000000 Penalty: 5710.931641
	Iteration 168Q: 3 clusters Score -1.061524e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -10615210.000000 Penalty: 5710.931641
	Iteration 169Q: 3 clusters Score -1.061521e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -10615194.000000 Penalty: 5710.931641
	Iteration 170Q: 3 clusters Score -1.061519e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -10615185.000000 Penalty: 5710.931641
	Iteration 171Q: 3 clusters Score -1.061518e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -10615200.000000 Penalty: 5710.931641
	Iteration 172Q: 3 clusters Score -1.06152e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -10615162.000000 Penalty: 5710.931641
	Iteration 173Q: 3 clusters Score -1.061516e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -10615173.000000 Penalty: 5710.931641
	Iteration 174Q: 3 clusters Score -1.061517e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -10615172.000000 Penalty: 5710.931641
	Iteration 175Q: 3 clusters Score -1.061517e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -10615166.000000 Penalty: 5710.931641
	Iteration 176Q: 3 clusters Score -1.061517e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -10615160.000000 Penalty: 5710.931641
	Iteration 177Q: 3 clusters Score -1.061516e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -10615156.000000 Penalty: 5710.931641
	Iteration 178Q: 3 clusters Score -1.061516e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -10615147.000000 Penalty: 5710.931641
	Iteration 179Q: 3 clusters Score -1.061515e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -10615109.000000 Penalty: 5710.931641
	Iteration 180F: 3 clusters Score -1.061511e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -10615107.000000 Penalty: 5710.931641
	Iteration 181Q: 3 clusters Score -1.061511e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -10615134.000000 Penalty: 5710.931641
	Iteration 182Q: 3 clusters Score -1.061513e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -10615155.000000 Penalty: 5710.931641
	Iteration 183Q: 3 clusters Score -1.061516e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -10615144.000000 Penalty: 5710.931641
	Iteration 184Q: 3 clusters Score -1.061514e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -10615141.000000 Penalty: 5710.931641
	Iteration 185Q: 3 clusters Score -1.061514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -10615119.000000 Penalty: 5710.931641
	Iteration 186Q: 3 clusters Score -1.061512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -10615142.000000 Penalty: 5710.931641
	Iteration 187Q: 3 clusters Score -1.061514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -10615146.000000 Penalty: 5710.931641
	Iteration 188Q: 3 clusters Score -1.061515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -10615122.000000 Penalty: 5710.931641
	Iteration 189Q: 3 clusters Score -1.061512e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -10615118.000000 Penalty: 5710.931641
	Iteration 190Q: 3 clusters Score -1.061512e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -10615140.000000 Penalty: 5710.931641
	Iteration 191Q: 3 clusters Score -1.061514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -10615123.000000 Penalty: 5710.931641
	Iteration 192Q: 3 clusters Score -1.061512e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -10615123.000000 Penalty: 5710.931641
	Iteration 193Q: 3 clusters Score -1.061512e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -10615113.000000 Penalty: 5710.931641
	Iteration 194Q: 3 clusters Score -1.061511e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -10615084.000000 Penalty: 5710.931641
	Iteration 195Q: 3 clusters Score -1.061508e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -10615080.000000 Penalty: 5710.931641
	Iteration 196Q: 3 clusters Score -1.061508e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -10615088.000000 Penalty: 5710.931641
	Iteration 197Q: 3 clusters Score -1.061509e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -10615080.000000 Penalty: 5710.931641
	Iteration 198Q: 3 clusters Score -1.061508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -10615071.000000 Penalty: 5710.931641
	Iteration 199Q: 3 clusters Score -1.061507e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -10615049.000000 Penalty: 5710.931641
	Iteration 200F: 3 clusters Score -1.061505e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -10615061.000000 Penalty: 5710.931641
	Iteration 201Q: 3 clusters Score -1.061506e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -10615061.000000 Penalty: 5710.931641
	Iteration 202Q: 3 clusters Score -1.061506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -10615057.000000 Penalty: 5710.931641
	Iteration 203Q: 3 clusters Score -1.061506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -10615050.000000 Penalty: 5710.931641
	Iteration 204Q: 3 clusters Score -1.061505e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -10615063.000000 Penalty: 5710.931641
	Iteration 205Q: 3 clusters Score -1.061506e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -10615081.000000 Penalty: 5710.931641
	Iteration 206Q: 3 clusters Score -1.061508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10615107.000000 Penalty: 5710.931641
	Iteration 207Q: 3 clusters Score -1.061511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -10615088.000000 Penalty: 5710.931641
	Iteration 208Q: 3 clusters Score -1.061509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -10615091.000000 Penalty: 5710.931641
	Iteration 209Q: 3 clusters Score -1.061509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -10615079.000000 Penalty: 5710.931641
	Iteration 210Q: 3 clusters Score -1.061508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -10615074.000000 Penalty: 5710.931641
	Iteration 211Q: 3 clusters Score -1.061507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -10615065.000000 Penalty: 5710.931641
	Iteration 212Q: 3 clusters Score -1.061506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -10615063.000000 Penalty: 5710.931641
	Iteration 213Q: 3 clusters Score -1.061506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -10615080.000000 Penalty: 5710.931641
	Iteration 214Q: 3 clusters Score -1.061508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -10615076.000000 Penalty: 5710.931641
	Iteration 215Q: 3 clusters Score -1.061508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -10615102.000000 Penalty: 5710.931641
	Iteration 216Q: 3 clusters Score -1.06151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -10615079.000000 Penalty: 5710.931641
	Iteration 217Q: 3 clusters Score -1.061508e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -10615080.000000 Penalty: 5710.931641
	Iteration 218Q: 3 clusters Score -1.061508e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -10615071.000000 Penalty: 5710.931641
	Iteration 219Q: 3 clusters Score -1.061507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -10615071.000000 Penalty: 5710.931641
	Iteration 220F: 3 clusters Score -1.061507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -10615054.000000 Penalty: 5710.931641
	Iteration 221Q: 3 clusters Score -1.061505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -10615047.000000 Penalty: 5710.931641
	Iteration 222Q: 3 clusters Score -1.061505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -10615046.000000 Penalty: 5710.931641
	Iteration 223Q: 3 clusters Score -1.061505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -10615047.000000 Penalty: 5710.931641
	Iteration 224Q: 3 clusters Score -1.061505e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -10615046.000000 Penalty: 5710.931641
	Iteration 225Q: 3 clusters Score -1.061505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -10615024.000000 Penalty: 5710.931641
	Iteration 226Q: 3 clusters Score -1.061502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -10615029.000000 Penalty: 5710.931641
	Iteration 227Q: 3 clusters Score -1.061503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -10615000.000000 Penalty: 5710.931641
	Iteration 228Q: 3 clusters Score -1.0615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -10614996.000000 Penalty: 5710.931641
	Iteration 229Q: 3 clusters Score -1.0615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -10614998.000000 Penalty: 5710.931641
	Iteration 230Q: 3 clusters Score -1.0615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -10614995.000000 Penalty: 5710.931641
	Iteration 231Q: 3 clusters Score -1.0615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -10615006.000000 Penalty: 5710.931641
	Iteration 232Q: 3 clusters Score -1.061501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -10615006.000000 Penalty: 5710.931641
	Iteration 233Q: 3 clusters Score -1.061501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -10615011.000000 Penalty: 5710.931641
	Iteration 234Q: 3 clusters Score -1.061501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -10615007.000000 Penalty: 5710.931641
	Iteration 235Q: 3 clusters Score -1.061501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -10615013.000000 Penalty: 5710.931641
	Iteration 236Q: 3 clusters Score -1.061501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -10615012.000000 Penalty: 5710.931641
	Iteration 237Q: 3 clusters Score -1.061501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -10614989.000000 Penalty: 5710.931641
	Iteration 238Q: 3 clusters Score -1.061499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -10614981.000000 Penalty: 5710.931641
	Iteration 239Q: 3 clusters Score -1.061498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -10614991.000000 Penalty: 5710.931641
	Iteration 240F: 3 clusters Score -1.061499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -10614983.000000 Penalty: 5710.931641
	Iteration 241Q: 3 clusters Score -1.061498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -10614974.000000 Penalty: 5710.931641
	Iteration 242Q: 3 clusters Score -1.061497e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -10614978.000000 Penalty: 5710.931641
	Iteration 243Q: 3 clusters Score -1.061498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -10614970.000000 Penalty: 5710.931641
	Iteration 244Q: 3 clusters Score -1.061497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -10614978.000000 Penalty: 5710.931641
	Iteration 245Q: 3 clusters Score -1.061498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -10614993.000000 Penalty: 5710.931641
	Iteration 246Q: 3 clusters Score -1.061499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -10614983.000000 Penalty: 5710.931641
	Iteration 247Q: 3 clusters Score -1.061498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -10614971.000000 Penalty: 5710.931641
	Iteration 248Q: 3 clusters Score -1.061497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -10614974.000000 Penalty: 5710.931641
	Iteration 249Q: 3 clusters Score -1.061497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93162 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -10614966.000000 Penalty: 5710.931641
	Iteration 250Q: 3 clusters Score -1.061497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -10614968.000000 Penalty: 5710.931641
	Iteration 251Q: 3 clusters Score -1.061497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -10614961.000000 Penalty: 5710.931641
	Iteration 252Q: 3 clusters Score -1.061496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -10614962.000000 Penalty: 5710.931641
	Iteration 253Q: 3 clusters Score -1.061496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -10614967.000000 Penalty: 5710.931641
	Iteration 254Q: 3 clusters Score -1.061497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -10614961.000000 Penalty: 5710.931641
	Iteration 255Q: 3 clusters Score -1.061496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -10614952.000000 Penalty: 5710.931641
	Iteration 256Q: 3 clusters Score -1.061495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -10614972.000000 Penalty: 5710.931641
	Iteration 257Q: 3 clusters Score -1.061497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -10614956.000000 Penalty: 5710.931641
	Iteration 258Q: 3 clusters Score -1.061496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -10614957.000000 Penalty: 5710.931641
	Iteration 259Q: 3 clusters Score -1.061496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -10614945.000000 Penalty: 5710.931641
	Iteration 260F: 3 clusters Score -1.061494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -10614942.000000 Penalty: 5710.931641
	Iteration 261Q: 3 clusters Score -1.061494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -10614959.000000 Penalty: 5710.931641
	Iteration 262Q: 3 clusters Score -1.061496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -10614956.000000 Penalty: 5710.931641
	Iteration 263Q: 3 clusters Score -1.061496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -10614948.000000 Penalty: 5710.931641
	Iteration 264Q: 3 clusters Score -1.061495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -10614939.000000 Penalty: 5710.931641
	Iteration 265Q: 3 clusters Score -1.061494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -10614934.000000 Penalty: 5710.931641
	Iteration 266Q: 3 clusters Score -1.061493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -10614928.000000 Penalty: 5710.931641
	Iteration 267Q: 3 clusters Score -1.061493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -10614949.000000 Penalty: 5710.931641
	Iteration 268Q: 3 clusters Score -1.061495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -10614929.000000 Penalty: 5710.931641
	Iteration 269Q: 3 clusters Score -1.061493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -10614936.000000 Penalty: 5710.931641
	Iteration 270Q: 3 clusters Score -1.061494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -10614925.000000 Penalty: 5710.931641
	Iteration 271Q: 3 clusters Score -1.061492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -10614925.000000 Penalty: 5710.931641
	Iteration 272Q: 3 clusters Score -1.061492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -10614921.000000 Penalty: 5710.931641
	Iteration 273Q: 3 clusters Score -1.061492e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -10614916.000000 Penalty: 5710.931641
	Iteration 274Q: 3 clusters Score -1.061492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -10614917.000000 Penalty: 5710.931641
	Iteration 275Q: 3 clusters Score -1.061492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -10614910.000000 Penalty: 5710.931641
	Iteration 276Q: 3 clusters Score -1.061491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -10614922.000000 Penalty: 5710.931641
	Iteration 277Q: 3 clusters Score -1.061492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -10614924.000000 Penalty: 5710.931641
	Iteration 278Q: 3 clusters Score -1.061492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -10614923.000000 Penalty: 5710.931641
	Iteration 279Q: 3 clusters Score -1.061492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -10614927.000000 Penalty: 5710.931641
	Iteration 280F: 3 clusters Score -1.061493e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -10614932.000000 Penalty: 5710.931641
	Iteration 281Q: 3 clusters Score -1.061493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -10614931.000000 Penalty: 5710.931641
	Iteration 282Q: 3 clusters Score -1.061493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -10614932.000000 Penalty: 5710.931641
	Iteration 283Q: 3 clusters Score -1.061493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -10614917.000000 Penalty: 5710.931641
	Iteration 284Q: 3 clusters Score -1.061492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -10614900.000000 Penalty: 5710.931641
	Iteration 285Q: 3 clusters Score -1.06149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -10614896.000000 Penalty: 5710.931641
	Iteration 286Q: 3 clusters Score -1.06149e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -10614882.000000 Penalty: 5710.931641
	Iteration 287Q: 3 clusters Score -1.061488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -10614904.000000 Penalty: 5710.931641
	Iteration 288Q: 3 clusters Score -1.06149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -10614914.000000 Penalty: 5710.931641
	Iteration 289Q: 3 clusters Score -1.061491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -10614915.000000 Penalty: 5710.931641
	Iteration 290Q: 3 clusters Score -1.061492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -10614920.000000 Penalty: 5710.931641
	Iteration 291Q: 3 clusters Score -1.061492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -10614920.000000 Penalty: 5710.931641
	Iteration 292Q: 3 clusters Score -1.061492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -10614911.000000 Penalty: 5710.931641
	Iteration 293Q: 3 clusters Score -1.061491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -10614921.000000 Penalty: 5710.931641
	Iteration 294Q: 3 clusters Score -1.061492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -10614915.000000 Penalty: 5710.931641
	Iteration 295Q: 3 clusters Score -1.061492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -10614905.000000 Penalty: 5710.931641
	Iteration 296Q: 3 clusters Score -1.06149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -10614906.000000 Penalty: 5710.931641
	Iteration 297Q: 3 clusters Score -1.061491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -10614912.000000 Penalty: 5710.931641
	Iteration 298Q: 3 clusters Score -1.061491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -10614916.000000 Penalty: 5710.931641
	Iteration 299Q: 3 clusters Score -1.061492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -10614905.000000 Penalty: 5710.931641
	Iteration 300F: 3 clusters Score -1.06149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94021 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -10614896.000000 Penalty: 5710.931641
	Iteration 301Q: 3 clusters Score -1.06149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -10614898.000000 Penalty: 5710.931641
	Iteration 302Q: 3 clusters Score -1.06149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -10614909.000000 Penalty: 5710.931641
	Iteration 303Q: 3 clusters Score -1.061491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -10614905.000000 Penalty: 5710.931641
	Iteration 304Q: 3 clusters Score -1.06149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -10614900.000000 Penalty: 5710.931641
	Iteration 305Q: 3 clusters Score -1.06149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -10614901.000000 Penalty: 5710.931641
	Iteration 306Q: 3 clusters Score -1.06149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -10614909.000000 Penalty: 5710.931641
	Iteration 307Q: 3 clusters Score -1.061491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -10614918.000000 Penalty: 5710.931641
	Iteration 308Q: 3 clusters Score -1.061492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -10614916.000000 Penalty: 5710.931641
	Iteration 309Q: 3 clusters Score -1.061492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -10614912.000000 Penalty: 5710.931641
	Iteration 310Q: 3 clusters Score -1.061491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -10614915.000000 Penalty: 5710.931641
	Iteration 311Q: 3 clusters Score -1.061492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -10614909.000000 Penalty: 5710.931641
	Iteration 312Q: 3 clusters Score -1.061491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -10614917.000000 Penalty: 5710.931641
	Iteration 313Q: 3 clusters Score -1.061492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -10614915.000000 Penalty: 5710.931641
	Iteration 314Q: 3 clusters Score -1.061492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -10614914.000000 Penalty: 5710.931641
	Iteration 315Q: 3 clusters Score -1.061491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -10614917.000000 Penalty: 5710.931641
	Iteration 316Q: 3 clusters Score -1.061492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -10614918.000000 Penalty: 5710.931641
	Iteration 317Q: 3 clusters Score -1.061492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -10614918.000000 Penalty: 5710.931641
	Iteration 318Q: 3 clusters Score -1.061492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -10614918.000000 Penalty: 5710.931641
	Iteration 319F: 3 clusters Score -1.061492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Entering Unmasked Estep 
Score: -1386812.875000 Penalty: 2429.618408
	Iteration 0F: 2 clusters Score -1386813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1374105.375000 Penalty: 4859.236816
	Iteration 0F: 3 clusters Score -1374105 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1378777.500000 Penalty: 4859.236816
	Iteration 1F: 3 clusters Score -1378778 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1379801.750000 Penalty: 4859.236816
	Iteration 2F: 3 clusters Score -1379802 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1380856.375000 Penalty: 4859.236816
	Iteration 3F: 3 clusters Score -1380856 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1381838.500000 Penalty: 4859.236816
	Iteration 4F: 3 clusters Score -1381838 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1382673.250000 Penalty: 4859.236816
	Iteration 5F: 3 clusters Score -1382673 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1383348.375000 Penalty: 4859.236816
	Iteration 6F: 3 clusters Score -1383348 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1383812.500000 Penalty: 4859.236816
	Iteration 7Q: 3 clusters Score -1383812 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1384111.500000 Penalty: 4859.236816
	Iteration 8Q: 3 clusters Score -1384112 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1384317.000000 Penalty: 4859.236816
	Iteration 9Q: 3 clusters Score -1384317 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1384462.750000 Penalty: 4859.236816
	Iteration 10Q: 3 clusters Score -1384463 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1384574.875000 Penalty: 4859.236816
	Iteration 11Q: 3 clusters Score -1384575 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1384678.000000 Penalty: 4859.236816
	Iteration 12Q: 3 clusters Score -1384678 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1384774.250000 Penalty: 4859.236816
	Iteration 13Q: 3 clusters Score -1384774 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1384872.125000 Penalty: 4859.236816
	Iteration 14Q: 3 clusters Score -1384872 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1385004.125000 Penalty: 4859.236816
	Iteration 15Q: 3 clusters Score -1385004 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1385163.250000 Penalty: 4859.236816
	Iteration 16Q: 3 clusters Score -1385163 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1385379.875000 Penalty: 4859.236816
	Iteration 17Q: 3 clusters Score -1385380 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1385689.125000 Penalty: 4859.236816
	Iteration 18Q: 3 clusters Score -1385689 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1386195.750000 Penalty: 4859.236816
	Iteration 19Q: 3 clusters Score -1386196 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1387003.500000 Penalty: 4859.236816
	Iteration 20F: 3 clusters Score -1387004 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1387632.250000 Penalty: 4859.236816
	Iteration 21Q: 3 clusters Score -1387632 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1387987.875000 Penalty: 4859.236816
	Iteration 22Q: 3 clusters Score -1387988 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1388171.375000 Penalty: 4859.236816
	Iteration 23Q: 3 clusters Score -1388171 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1388277.125000 Penalty: 4859.236816
	Iteration 24Q: 3 clusters Score -1388277 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1388346.500000 Penalty: 4859.236816
	Iteration 25Q: 3 clusters Score -1388346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1388381.750000 Penalty: 4859.236816
	Iteration 26Q: 3 clusters Score -1388382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1388397.125000 Penalty: 4859.236816
	Iteration 27Q: 3 clusters Score -1388397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1388412.625000 Penalty: 4859.236816
	Iteration 28Q: 3 clusters Score -1388413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1388422.750000 Penalty: 4859.236816
	Iteration 29Q: 3 clusters Score -1388423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1388428.750000 Penalty: 4859.236816
	Iteration 30Q: 3 clusters Score -1388429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1388430.000000 Penalty: 4859.236816
	Iteration 31Q: 3 clusters Score -1388430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1388428.375000 Penalty: 4859.236816
	Iteration 32Q: 3 clusters Score -1388428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1388432.125000 Penalty: 4859.236816
	Iteration 33Q: 3 clusters Score -1388432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1388435.875000 Penalty: 4859.236816
	Iteration 34Q: 3 clusters Score -1388436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1388436.125000 Penalty: 4859.236816
	Iteration 35Q: 3 clusters Score -1388436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1388435.375000 Penalty: 4859.236816
	Iteration 36Q: 3 clusters Score -1388435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1388437.875000 Penalty: 4859.236816
	Iteration 37Q: 3 clusters Score -1388438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1388436.250000 Penalty: 4859.236816
	Iteration 38Q: 3 clusters Score -1388436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1388437.250000 Penalty: 4859.236816
	Iteration 39Q: 3 clusters Score -1388437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1388440.000000 Penalty: 4859.236816
	Iteration 40F: 3 clusters Score -1388440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1388442.000000 Penalty: 4859.236816
	Iteration 41Q: 3 clusters Score -1388442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1388438.750000 Penalty: 4859.236816
	Iteration 42Q: 3 clusters Score -1388439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1388438.250000 Penalty: 4859.236816
	Iteration 43Q: 3 clusters Score -1388438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1388437.250000 Penalty: 4859.236816
	Iteration 44Q: 3 clusters Score -1388437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1388438.000000 Penalty: 4859.236816
	Iteration 45Q: 3 clusters Score -1388438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1388438.625000 Penalty: 4859.236816
	Iteration 46Q: 3 clusters Score -1388439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1388439.250000 Penalty: 4859.236816
	Iteration 47Q: 3 clusters Score -1388439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1388440.125000 Penalty: 4859.236816
	Iteration 48Q: 3 clusters Score -1388440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1388440.125000 Penalty: 4859.236816
	Iteration 49F: 3 clusters Score -1388440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Entering Unmasked Estep 
Score: -150773808.000000 Penalty: 228425.703125
Splitting cluster 20 changes total score from -150771056.000000 to -150773808.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 21 (6447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Entering Unmasked Estep 
Score: -495099.718750 Penalty: 2175.299805
	Iteration 0F: 2 clusters Score -495099.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -489677.906250 Penalty: 4350.599609
	Iteration 0F: 3 clusters Score -489677.9 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -491212.156250 Penalty: 4350.599609
	Iteration 1F: 3 clusters Score -491212.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -491684.625000 Penalty: 4350.599609
	Iteration 2F: 3 clusters Score -491684.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -492165.562500 Penalty: 4350.599609
	Iteration 3F: 3 clusters Score -492165.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -492630.343750 Penalty: 4350.599609
	Iteration 4F: 3 clusters Score -492630.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -493121.343750 Penalty: 4350.599609
	Iteration 5F: 3 clusters Score -493121.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -493562.687500 Penalty: 4350.599609
	Iteration 6Q: 3 clusters Score -493562.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -493852.625000 Penalty: 4350.599609
	Iteration 7Q: 3 clusters Score -493852.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -494026.656250 Penalty: 4350.599609
	Iteration 8Q: 3 clusters Score -494026.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -494150.406250 Penalty: 4350.599609
	Iteration 9Q: 3 clusters Score -494150.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -494233.875000 Penalty: 4350.599609
	Iteration 10Q: 3 clusters Score -494233.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -494305.625000 Penalty: 4350.599609
	Iteration 11Q: 3 clusters Score -494305.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -494360.906250 Penalty: 4350.599609
	Iteration 12Q: 3 clusters Score -494360.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -494406.562500 Penalty: 4350.599609
	Iteration 13Q: 3 clusters Score -494406.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -494432.875000 Penalty: 4350.599609
	Iteration 14Q: 3 clusters Score -494432.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -494442.625000 Penalty: 4350.599609
	Iteration 15Q: 3 clusters Score -494442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -494448.500000 Penalty: 4350.599609
	Iteration 16Q: 3 clusters Score -494448.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -494452.593750 Penalty: 4350.599609
	Iteration 17Q: 3 clusters Score -494452.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -494457.656250 Penalty: 4350.599609
	Iteration 18Q: 3 clusters Score -494457.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -494462.562500 Penalty: 4350.599609
	Iteration 19Q: 3 clusters Score -494462.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -494466.906250 Penalty: 4350.599609
	Iteration 20F: 3 clusters Score -494466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -494470.375000 Penalty: 4350.599609
	Iteration 21Q: 3 clusters Score -494470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -494474.125000 Penalty: 4350.599609
	Iteration 22Q: 3 clusters Score -494474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -494477.750000 Penalty: 4350.599609
	Iteration 23Q: 3 clusters Score -494477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -494480.062500 Penalty: 4350.599609
	Iteration 24Q: 3 clusters Score -494480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -494479.937500 Penalty: 4350.599609
	Iteration 25Q: 3 clusters Score -494479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -494479.375000 Penalty: 4350.599609
	Iteration 26Q: 3 clusters Score -494479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -494481.562500 Penalty: 4350.599609
	Iteration 27Q: 3 clusters Score -494481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -494481.656250 Penalty: 4350.599609
	Iteration 28Q: 3 clusters Score -494481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -494481.656250 Penalty: 4350.599609
	Iteration 29F: 3 clusters Score -494481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Entering Unmasked Estep 
Score: -4295313.000000 Penalty: 2696.794678
	Iteration 0F: 2 clusters Score -4295313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4259806.000000 Penalty: 5393.589355
	Iteration 0F: 3 clusters Score -4259806 nChanged 24436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4273284.000000 Penalty: 5393.589355
	Iteration 1F: 3 clusters Score -4273284 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4273870.000000 Penalty: 5393.589355
	Iteration 2Q: 3 clusters Score -4273870 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4274566.000000 Penalty: 5393.589355
	Iteration 3Q: 3 clusters Score -4274566 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -4275602.500000 Penalty: 5393.589355
	Iteration 4Q: 3 clusters Score -4275602 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4277165.000000 Penalty: 5393.589355
	Iteration 5F: 3 clusters Score -4277165 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4279306.000000 Penalty: 5393.589355
	Iteration 6F: 3 clusters Score -4279306 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4281826.500000 Penalty: 5393.589355
	Iteration 7F: 3 clusters Score -4281826 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -4284208.000000 Penalty: 5393.589355
	Iteration 8F: 3 clusters Score -4284208 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4286125.500000 Penalty: 5393.589355
	Iteration 9F: 3 clusters Score -4286126 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -4287521.000000 Penalty: 5393.589355
	Iteration 10Q: 3 clusters Score -4287521 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -4288576.500000 Penalty: 5393.589355
	Iteration 11Q: 3 clusters Score -4288576 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -4289361.500000 Penalty: 5393.589355
	Iteration 12Q: 3 clusters Score -4289362 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -4290059.000000 Penalty: 5393.589355
	Iteration 13Q: 3 clusters Score -4290059 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -4290613.000000 Penalty: 5393.589355
	Iteration 14Q: 3 clusters Score -4290613 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -4291138.000000 Penalty: 5393.589355
	Iteration 15Q: 3 clusters Score -4291138 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -4291554.000000 Penalty: 5393.589355
	Iteration 16Q: 3 clusters Score -4291554 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -4291981.500000 Penalty: 5393.589355
	Iteration 17Q: 3 clusters Score -4291982 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -4292322.500000 Penalty: 5393.589355
	Iteration 18Q: 3 clusters Score -4292322 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -4292607.000000 Penalty: 5393.589355
	Iteration 19Q: 3 clusters Score -4292607 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -4292832.000000 Penalty: 5393.589355
	Iteration 20F: 3 clusters Score -4292832 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -4293038.000000 Penalty: 5393.589355
	Iteration 21Q: 3 clusters Score -4293038 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -4293158.500000 Penalty: 5393.589355
	Iteration 22Q: 3 clusters Score -4293158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -4293254.000000 Penalty: 5393.589355
	Iteration 23Q: 3 clusters Score -4293254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -4293314.000000 Penalty: 5393.589355
	Iteration 24Q: 3 clusters Score -4293314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -4293357.500000 Penalty: 5393.589355
	Iteration 25Q: 3 clusters Score -4293358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -4293422.500000 Penalty: 5393.589355
	Iteration 26Q: 3 clusters Score -4293422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -4293460.000000 Penalty: 5393.589355
	Iteration 27Q: 3 clusters Score -4293460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -4293494.500000 Penalty: 5393.589355
	Iteration 28Q: 3 clusters Score -4293494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -4293527.500000 Penalty: 5393.589355
	Iteration 29Q: 3 clusters Score -4293528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -4293544.000000 Penalty: 5393.589355
	Iteration 30Q: 3 clusters Score -4293544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -4293557.500000 Penalty: 5393.589355
	Iteration 31Q: 3 clusters Score -4293558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -4293581.000000 Penalty: 5393.589355
	Iteration 32Q: 3 clusters Score -4293581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -4293589.000000 Penalty: 5393.589355
	Iteration 33Q: 3 clusters Score -4293589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -4293589.500000 Penalty: 5393.589355
	Iteration 34Q: 3 clusters Score -4293590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -4293590.500000 Penalty: 5393.589355
	Iteration 35Q: 3 clusters Score -4293590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -4293596.500000 Penalty: 5393.589355
	Iteration 36Q: 3 clusters Score -4293596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -4293604.000000 Penalty: 5393.589355
	Iteration 37Q: 3 clusters Score -4293604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -4293617.000000 Penalty: 5393.589355
	Iteration 38Q: 3 clusters Score -4293617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -4293626.000000 Penalty: 5393.589355
	Iteration 39Q: 3 clusters Score -4293626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -4293637.500000 Penalty: 5393.589355
	Iteration 40F: 3 clusters Score -4293638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -4293641.000000 Penalty: 5393.589355
	Iteration 41Q: 3 clusters Score -4293641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -4293655.000000 Penalty: 5393.589355
	Iteration 42Q: 3 clusters Score -4293655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -4293650.500000 Penalty: 5393.589355
	Iteration 43Q: 3 clusters Score -4293650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -4293658.500000 Penalty: 5393.589355
	Iteration 44Q: 3 clusters Score -4293658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -4293663.000000 Penalty: 5393.589355
	Iteration 45Q: 3 clusters Score -4293663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -4293671.500000 Penalty: 5393.589355
	Iteration 46Q: 3 clusters Score -4293672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -4293680.500000 Penalty: 5393.589355
	Iteration 47Q: 3 clusters Score -4293680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -4293683.500000 Penalty: 5393.589355
	Iteration 48Q: 3 clusters Score -4293684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -4293679.500000 Penalty: 5393.589355
	Iteration 49Q: 3 clusters Score -4293680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -4293679.000000 Penalty: 5393.589355
	Iteration 50Q: 3 clusters Score -4293679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -4293681.500000 Penalty: 5393.589355
	Iteration 51Q: 3 clusters Score -4293682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -4293678.500000 Penalty: 5393.589355
	Iteration 52Q: 3 clusters Score -4293678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -4293681.500000 Penalty: 5393.589355
	Iteration 53Q: 3 clusters Score -4293682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -4293673.000000 Penalty: 5393.589355
	Iteration 54Q: 3 clusters Score -4293673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -4293677.500000 Penalty: 5393.589355
	Iteration 55Q: 3 clusters Score -4293678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -4293681.500000 Penalty: 5393.589355
	Iteration 56Q: 3 clusters Score -4293682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -4293683.000000 Penalty: 5393.589355
	Iteration 57Q: 3 clusters Score -4293683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -4293677.000000 Penalty: 5393.589355
	Iteration 58Q: 3 clusters Score -4293677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -4293677.500000 Penalty: 5393.589355
	Iteration 59Q: 3 clusters Score -4293678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -4293681.000000 Penalty: 5393.589355
	Iteration 60F: 3 clusters Score -4293681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -4293682.500000 Penalty: 5393.589355
	Iteration 61Q: 3 clusters Score -4293682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -4293682.500000 Penalty: 5393.589355
	Iteration 62F: 3 clusters Score -4293682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -278525.625000 Penalty: 2034.419434
	Iteration 0F: 2 clusters Score -278525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -274866.156250 Penalty: 4068.838867
	Iteration 0F: 3 clusters Score -274866.2 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -275623.250000 Penalty: 4068.838867
	Iteration 1F: 3 clusters Score -275623.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -275824.000000 Penalty: 4068.838867
	Iteration 2F: 3 clusters Score -275824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -275963.218750 Penalty: 4068.838867
	Iteration 3F: 3 clusters Score -275963.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -276077.937500 Penalty: 4068.838867
	Iteration 4Q: 3 clusters Score -276077.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -276149.343750 Penalty: 4068.838867
	Iteration 5Q: 3 clusters Score -276149.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -276206.468750 Penalty: 4068.838867
	Iteration 6Q: 3 clusters Score -276206.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -276270.343750 Penalty: 4068.838867
	Iteration 7Q: 3 clusters Score -276270.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -276341.437500 Penalty: 4068.838867
	Iteration 8Q: 3 clusters Score -276341.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -276420.437500 Penalty: 4068.838867
	Iteration 9Q: 3 clusters Score -276420.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -276528.593750 Penalty: 4068.838867
	Iteration 10Q: 3 clusters Score -276528.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -276641.968750 Penalty: 4068.838867
	Iteration 11Q: 3 clusters Score -276642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -276820.625000 Penalty: 4068.838867
	Iteration 12Q: 3 clusters Score -276820.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -277152.312500 Penalty: 4068.838867
	Iteration 13Q: 3 clusters Score -277152.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -277832.875000 Penalty: 4068.838867
	Iteration 14F: 3 clusters Score -277832.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -278682.843750 Penalty: 4068.838867
	Iteration 15F: 3 clusters Score -278682.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -279021.250000 Penalty: 4068.838867
	Iteration 16Q: 3 clusters Score -279021.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -279120.062500 Penalty: 4068.838867
	Iteration 17Q: 3 clusters Score -279120.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -279155.187500 Penalty: 4068.838867
	Iteration 18Q: 3 clusters Score -279155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -279169.000000 Penalty: 4068.838867
	Iteration 19Q: 3 clusters Score -279169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -279175.125000 Penalty: 4068.838867
	Iteration 20F: 3 clusters Score -279175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -279177.218750 Penalty: 4068.838867
	Iteration 21Q: 3 clusters Score -279177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -279177.562500 Penalty: 4068.838867
	Iteration 22Q: 3 clusters Score -279177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -279177.562500 Penalty: 4068.838867
	Iteration 23F: 3 clusters Score -279177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Entering Unmasked Estep 
Score: -150773312.000000 Penalty: 231994.859375
Splitting cluster 23 changes total score from -150771056.000000 to -150773312.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 24 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -196306.218750 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -196306.2 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 1289 members 
Entering Unmasked Estep 
Score: -193354.890625 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -193354.9 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -193970.953125 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -193971 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -194143.750000 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -194143.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -194238.093750 Penalty: 3884.875732
	Iteration 3F: 3 clusters Score -194238.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -194299.343750 Penalty: 3884.875732
	Iteration 4Q: 3 clusters Score -194299.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -194337.109375 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -194337.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -194372.765625 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -194372.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -194411.890625 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -194411.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -194450.000000 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -194450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -194487.140625 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -194487.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -194515.015625 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -194515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -194547.812500 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -194547.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -194575.390625 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -194575.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -194601.078125 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -194601.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -194627.328125 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -194627.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -194651.718750 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -194651.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -194681.656250 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -194681.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -194706.515625 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -194706.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -194728.828125 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -194728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -194748.703125 Penalty: 3884.875732
	Iteration 19Q: 3 clusters Score -194748.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -194766.859375 Penalty: 3884.875732
	Iteration 20F: 3 clusters Score -194766.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -194787.218750 Penalty: 3884.875732
	Iteration 21Q: 3 clusters Score -194787.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -194808.312500 Penalty: 3884.875732
	Iteration 22Q: 3 clusters Score -194808.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -194824.531250 Penalty: 3884.875732
	Iteration 23Q: 3 clusters Score -194824.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -194842.671875 Penalty: 3884.875732
	Iteration 24Q: 3 clusters Score -194842.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -194860.656250 Penalty: 3884.875732
	Iteration 25Q: 3 clusters Score -194860.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -194873.906250 Penalty: 3884.875732
	Iteration 26Q: 3 clusters Score -194873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -194888.718750 Penalty: 3884.875732
	Iteration 27Q: 3 clusters Score -194888.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -194901.656250 Penalty: 3884.875732
	Iteration 28Q: 3 clusters Score -194901.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -194914.812500 Penalty: 3884.875732
	Iteration 29Q: 3 clusters Score -194914.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -194929.578125 Penalty: 3884.875732
	Iteration 30Q: 3 clusters Score -194929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -194950.531250 Penalty: 3884.875732
	Iteration 31Q: 3 clusters Score -194950.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -194963.421875 Penalty: 3884.875732
	Iteration 32Q: 3 clusters Score -194963.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -194979.296875 Penalty: 3884.875732
	Iteration 33Q: 3 clusters Score -194979.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -194995.109375 Penalty: 3884.875732
	Iteration 34Q: 3 clusters Score -194995.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -195009.781250 Penalty: 3884.875732
	Iteration 35Q: 3 clusters Score -195009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -195027.875000 Penalty: 3884.875732
	Iteration 36Q: 3 clusters Score -195027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -195035.078125 Penalty: 3884.875732
	Iteration 37Q: 3 clusters Score -195035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -195039.796875 Penalty: 3884.875732
	Iteration 38Q: 3 clusters Score -195039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -195040.546875 Penalty: 3884.875732
	Iteration 39Q: 3 clusters Score -195040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -195041.281250 Penalty: 3884.875732
	Iteration 40F: 3 clusters Score -195041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -195042.687500 Penalty: 3884.875732
	Iteration 41Q: 3 clusters Score -195042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -195043.093750 Penalty: 3884.875732
	Iteration 42Q: 3 clusters Score -195043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -195043.609375 Penalty: 3884.875732
	Iteration 43Q: 3 clusters Score -195043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -195044.781250 Penalty: 3884.875732
	Iteration 44Q: 3 clusters Score -195044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -195045.359375 Penalty: 3884.875732
	Iteration 45Q: 3 clusters Score -195045.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -195046.078125 Penalty: 3884.875732
	Iteration 46Q: 3 clusters Score -195046.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -195046.921875 Penalty: 3884.875732
	Iteration 47Q: 3 clusters Score -195046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -195047.734375 Penalty: 3884.875732
	Iteration 48Q: 3 clusters Score -195047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -195047.734375 Penalty: 3884.875732
	Iteration 49F: 3 clusters Score -195047.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -309171.375000 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -309171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -305307.687500 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -305307.7 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -306167.968750 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -306168 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -306366.500000 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -306366.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -306493.593750 Penalty: 4108.236816
	Iteration 3F: 3 clusters Score -306493.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -306583.468750 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -306583.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -306635.062500 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -306635.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -306679.093750 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -306679.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -306717.687500 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -306717.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306741.812500 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -306741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -306765.656250 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -306765.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306783.718750 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -306783.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -306801.031250 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -306801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -306816.968750 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -306817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -306834.906250 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -306834.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -306851.625000 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -306851.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -306865.125000 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -306865.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -306878.781250 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -306878.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -306889.250000 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -306889.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -306898.968750 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -306899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -306907.375000 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -306907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -306916.093750 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -306916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -306921.000000 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -306921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -306928.875000 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -306928.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -306935.437500 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -306935.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -306940.187500 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -306940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -306942.843750 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -306942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -306946.375000 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -306946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -306949.843750 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -306949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -306955.906250 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -306955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306961.187500 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -306961.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306968.906250 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -306968.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -306977.031250 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -306977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -306986.343750 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -306986.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -306991.343750 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -306991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -306994.937500 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -306994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -306998.093750 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -306998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -307000.281250 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -307000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -307000.250000 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -307000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -307001.343750 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -307001.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -307001.343750 Penalty: 4108.236816
	Iteration 39F: 3 clusters Score -307001.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -681686.312500 Penalty: 2206.354004
	Iteration 0F: 2 clusters Score -681686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -675659.937500 Penalty: 4412.708008
	Iteration 0F: 3 clusters Score -675659.9 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -677474.937500 Penalty: 4412.708008
	Iteration 1F: 3 clusters Score -677474.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -678023.875000 Penalty: 4412.708008
	Iteration 2F: 3 clusters Score -678023.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -678609.312500 Penalty: 4412.708008
	Iteration 3F: 3 clusters Score -678609.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -679394.937500 Penalty: 4412.708008
	Iteration 4F: 3 clusters Score -679394.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -680250.312500 Penalty: 4412.708008
	Iteration 5F: 3 clusters Score -680250.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -680864.750000 Penalty: 4412.708008
	Iteration 6F: 3 clusters Score -680864.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -681216.875000 Penalty: 4412.708008
	Iteration 7F: 3 clusters Score -681216.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -681380.062500 Penalty: 4412.708008
	Iteration 8Q: 3 clusters Score -681380.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -681473.750000 Penalty: 4412.708008
	Iteration 9Q: 3 clusters Score -681473.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -681553.750000 Penalty: 4412.708008
	Iteration 10Q: 3 clusters Score -681553.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -681611.625000 Penalty: 4412.708008
	Iteration 11Q: 3 clusters Score -681611.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -681667.562500 Penalty: 4412.708008
	Iteration 12Q: 3 clusters Score -681667.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -681712.625000 Penalty: 4412.708008
	Iteration 13Q: 3 clusters Score -681712.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -681741.687500 Penalty: 4412.708008
	Iteration 14Q: 3 clusters Score -681741.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -681765.812500 Penalty: 4412.708008
	Iteration 15Q: 3 clusters Score -681765.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -681789.750000 Penalty: 4412.708008
	Iteration 16Q: 3 clusters Score -681789.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -681809.375000 Penalty: 4412.708008
	Iteration 17Q: 3 clusters Score -681809.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -681835.375000 Penalty: 4412.708008
	Iteration 18Q: 3 clusters Score -681835.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -681854.187500 Penalty: 4412.708008
	Iteration 19Q: 3 clusters Score -681854.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -681866.062500 Penalty: 4412.708008
	Iteration 20F: 3 clusters Score -681866.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -681881.062500 Penalty: 4412.708008
	Iteration 21Q: 3 clusters Score -681881.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -681889.875000 Penalty: 4412.708008
	Iteration 22Q: 3 clusters Score -681889.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -681895.875000 Penalty: 4412.708008
	Iteration 23Q: 3 clusters Score -681895.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -681904.375000 Penalty: 4412.708008
	Iteration 24Q: 3 clusters Score -681904.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -681906.687500 Penalty: 4412.708008
	Iteration 25Q: 3 clusters Score -681906.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -681909.875000 Penalty: 4412.708008
	Iteration 26Q: 3 clusters Score -681909.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -681915.125000 Penalty: 4412.708008
	Iteration 27Q: 3 clusters Score -681915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -681918.500000 Penalty: 4412.708008
	Iteration 28Q: 3 clusters Score -681918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -681919.937500 Penalty: 4412.708008
	Iteration 29Q: 3 clusters Score -681919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -681922.250000 Penalty: 4412.708008
	Iteration 30Q: 3 clusters Score -681922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -681926.625000 Penalty: 4412.708008
	Iteration 31Q: 3 clusters Score -681926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -681927.000000 Penalty: 4412.708008
	Iteration 32Q: 3 clusters Score -681927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -681926.562500 Penalty: 4412.708008
	Iteration 33Q: 3 clusters Score -681926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -681926.375000 Penalty: 4412.708008
	Iteration 34Q: 3 clusters Score -681926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -681927.000000 Penalty: 4412.708008
	Iteration 35Q: 3 clusters Score -681927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -681926.875000 Penalty: 4412.708008
	Iteration 36Q: 3 clusters Score -681926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -681929.312500 Penalty: 4412.708008
	Iteration 37Q: 3 clusters Score -681929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -681931.312500 Penalty: 4412.708008
	Iteration 38Q: 3 clusters Score -681931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -681931.875000 Penalty: 4412.708008
	Iteration 39Q: 3 clusters Score -681931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -681931.750000 Penalty: 4412.708008
	Iteration 40F: 3 clusters Score -681931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -681932.875000 Penalty: 4412.708008
	Iteration 41Q: 3 clusters Score -681932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -681933.312500 Penalty: 4412.708008
	Iteration 42Q: 3 clusters Score -681933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -681933.062500 Penalty: 4412.708008
	Iteration 43Q: 3 clusters Score -681933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -681931.750000 Penalty: 4412.708008
	Iteration 44Q: 3 clusters Score -681931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -681931.750000 Penalty: 4412.708008
	Iteration 45F: 3 clusters Score -681931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 13618 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Entering Unmasked Estep 
Score: -150772304.000000 Penalty: 235564.015625
Splitting cluster 26 changes total score from -150771056.000000 to -150772304.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 27 (13618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Entering Unmasked Estep 
Score: -941192.312500 Penalty: 2360.748779
	Iteration 0F: 2 clusters Score -941192.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -931162.312500 Penalty: 4721.497559
	Iteration 0F: 3 clusters Score -931162.3 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -934354.750000 Penalty: 4721.497559
	Iteration 1F: 3 clusters Score -934354.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -934789.187500 Penalty: 4721.497559
	Iteration 2F: 3 clusters Score -934789.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -935206.062500 Penalty: 4721.497559
	Iteration 3F: 3 clusters Score -935206.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -935663.687500 Penalty: 4721.497559
	Iteration 4F: 3 clusters Score -935663.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -936161.250000 Penalty: 4721.497559
	Iteration 5F: 3 clusters Score -936161.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -936644.625000 Penalty: 4721.497559
	Iteration 6F: 3 clusters Score -936644.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -937068.812500 Penalty: 4721.497559
	Iteration 7F: 3 clusters Score -937068.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -937446.562500 Penalty: 4721.497559
	Iteration 8Q: 3 clusters Score -937446.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -937732.812500 Penalty: 4721.497559
	Iteration 9Q: 3 clusters Score -937732.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -937944.875000 Penalty: 4721.497559
	Iteration 10Q: 3 clusters Score -937944.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -938109.750000 Penalty: 4721.497559
	Iteration 11Q: 3 clusters Score -938109.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -938224.437500 Penalty: 4721.497559
	Iteration 12Q: 3 clusters Score -938224.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -938316.937500 Penalty: 4721.497559
	Iteration 13Q: 3 clusters Score -938316.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -938388.625000 Penalty: 4721.497559
	Iteration 14Q: 3 clusters Score -938388.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -938445.562500 Penalty: 4721.497559
	Iteration 15Q: 3 clusters Score -938445.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -938482.562500 Penalty: 4721.497559
	Iteration 16Q: 3 clusters Score -938482.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -938513.062500 Penalty: 4721.497559
	Iteration 17Q: 3 clusters Score -938513.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -938529.562500 Penalty: 4721.497559
	Iteration 18Q: 3 clusters Score -938529.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -938547.812500 Penalty: 4721.497559
	Iteration 19Q: 3 clusters Score -938547.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -938566.625000 Penalty: 4721.497559
	Iteration 20F: 3 clusters Score -938566.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -938591.062500 Penalty: 4721.497559
	Iteration 21Q: 3 clusters Score -938591.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -938621.312500 Penalty: 4721.497559
	Iteration 22Q: 3 clusters Score -938621.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -938656.625000 Penalty: 4721.497559
	Iteration 23Q: 3 clusters Score -938656.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -938693.812500 Penalty: 4721.497559
	Iteration 24Q: 3 clusters Score -938693.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -938728.312500 Penalty: 4721.497559
	Iteration 25Q: 3 clusters Score -938728.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -938763.000000 Penalty: 4721.497559
	Iteration 26Q: 3 clusters Score -938763 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -938792.812500 Penalty: 4721.497559
	Iteration 27Q: 3 clusters Score -938792.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -938822.812500 Penalty: 4721.497559
	Iteration 28Q: 3 clusters Score -938822.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -938865.250000 Penalty: 4721.497559
	Iteration 29Q: 3 clusters Score -938865.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -938912.687500 Penalty: 4721.497559
	Iteration 30Q: 3 clusters Score -938912.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -938974.187500 Penalty: 4721.497559
	Iteration 31Q: 3 clusters Score -938974.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -939063.500000 Penalty: 4721.497559
	Iteration 32Q: 3 clusters Score -939063.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -939190.437500 Penalty: 4721.497559
	Iteration 33Q: 3 clusters Score -939190.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -939354.000000 Penalty: 4721.497559
	Iteration 34Q: 3 clusters Score -939354 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -939616.812500 Penalty: 4721.497559
	Iteration 35Q: 3 clusters Score -939616.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -940074.437500 Penalty: 4721.497559
	Iteration 36Q: 3 clusters Score -940074.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -940933.687500 Penalty: 4721.497559
	Iteration 37Q: 3 clusters Score -940933.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -941886.625000 Penalty: 4721.497559
	Iteration 38Q: 3 clusters Score -941886.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -942423.750000 Penalty: 4721.497559
	Iteration 39Q: 3 clusters Score -942423.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -942741.500000 Penalty: 4721.497559
	Iteration 40F: 3 clusters Score -942741.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -943040.750000 Penalty: 4721.497559
	Iteration 41Q: 3 clusters Score -943040.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -943319.062500 Penalty: 4721.497559
	Iteration 42Q: 3 clusters Score -943319.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -943587.250000 Penalty: 4721.497559
	Iteration 43Q: 3 clusters Score -943587.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -943772.500000 Penalty: 4721.497559
	Iteration 44Q: 3 clusters Score -943772.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -943906.750000 Penalty: 4721.497559
	Iteration 45Q: 3 clusters Score -943906.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -943985.812500 Penalty: 4721.497559
	Iteration 46Q: 3 clusters Score -943985.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -944008.312500 Penalty: 4721.497559
	Iteration 47Q: 3 clusters Score -944008.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -944013.500000 Penalty: 4721.497559
	Iteration 48Q: 3 clusters Score -944013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -944014.812500 Penalty: 4721.497559
	Iteration 49Q: 3 clusters Score -944014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -944014.000000 Penalty: 4721.497559
	Iteration 50Q: 3 clusters Score -944014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -944013.125000 Penalty: 4721.497559
	Iteration 51Q: 3 clusters Score -944013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -944014.312500 Penalty: 4721.497559
	Iteration 52Q: 3 clusters Score -944014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -944015.437500 Penalty: 4721.497559
	Iteration 53Q: 3 clusters Score -944015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -944017.437500 Penalty: 4721.497559
	Iteration 54Q: 3 clusters Score -944017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -944018.687500 Penalty: 4721.497559
	Iteration 55Q: 3 clusters Score -944018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -944017.625000 Penalty: 4721.497559
	Iteration 56Q: 3 clusters Score -944017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -944018.187500 Penalty: 4721.497559
	Iteration 57Q: 3 clusters Score -944018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -944017.875000 Penalty: 4721.497559
	Iteration 58Q: 3 clusters Score -944017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -944017.875000 Penalty: 4721.497559
	Iteration 59F: 3 clusters Score -944017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Entering Unmasked Estep 
Score: -150773440.000000 Penalty: 239133.171875
Splitting cluster 27 changes total score from -150771056.000000 to -150773440.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 28 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -404906.968750 Penalty: 2064.675781
	Iteration 0F: 2 clusters Score -404907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -400967.531250 Penalty: 4129.351562
	Iteration 0F: 3 clusters Score -400967.5 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -401922.406250 Penalty: 4129.351562
	Iteration 1F: 3 clusters Score -401922.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -402214.093750 Penalty: 4129.351562
	Iteration 2F: 3 clusters Score -402214.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -402481.187500 Penalty: 4129.351562
	Iteration 3F: 3 clusters Score -402481.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -402749.531250 Penalty: 4129.351562
	Iteration 4F: 3 clusters Score -402749.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -402990.000000 Penalty: 4129.351562
	Iteration 5F: 3 clusters Score -402990 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -403172.375000 Penalty: 4129.351562
	Iteration 6Q: 3 clusters Score -403172.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -403377.281250 Penalty: 4129.351562
	Iteration 7Q: 3 clusters Score -403377.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -403654.562500 Penalty: 4129.351562
	Iteration 8Q: 3 clusters Score -403654.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -403895.281250 Penalty: 4129.351562
	Iteration 9F: 3 clusters Score -403895.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -404114.625000 Penalty: 4129.351562
	Iteration 10Q: 3 clusters Score -404114.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -404321.812500 Penalty: 4129.351562
	Iteration 11Q: 3 clusters Score -404321.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -404506.093750 Penalty: 4129.351562
	Iteration 12Q: 3 clusters Score -404506.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -404610.218750 Penalty: 4129.351562
	Iteration 13Q: 3 clusters Score -404610.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -404654.500000 Penalty: 4129.351562
	Iteration 14Q: 3 clusters Score -404654.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -404671.781250 Penalty: 4129.351562
	Iteration 15Q: 3 clusters Score -404671.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -404677.625000 Penalty: 4129.351562
	Iteration 16Q: 3 clusters Score -404677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -404682.718750 Penalty: 4129.351562
	Iteration 17Q: 3 clusters Score -404682.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -404685.906250 Penalty: 4129.351562
	Iteration 18Q: 3 clusters Score -404685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -404685.468750 Penalty: 4129.351562
	Iteration 19Q: 3 clusters Score -404685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -404685.687500 Penalty: 4129.351562
	Iteration 20F: 3 clusters Score -404685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Entering Unmasked Estep 
Score: -1551128.250000 Penalty: 2446.895020
	Iteration 0F: 2 clusters Score -1551128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1537541.500000 Penalty: 4893.790039
	Iteration 0F: 3 clusters Score -1537542 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1542074.375000 Penalty: 4893.790039
	Iteration 1F: 3 clusters Score -1542074 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1542492.500000 Penalty: 4893.790039
	Iteration 2F: 3 clusters Score -1542492 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1542913.375000 Penalty: 4893.790039
	Iteration 3Q: 3 clusters Score -1542913 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1543461.625000 Penalty: 4893.790039
	Iteration 4F: 3 clusters Score -1543462 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1544207.125000 Penalty: 4893.790039
	Iteration 5F: 3 clusters Score -1544207 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1545167.500000 Penalty: 4893.790039
	Iteration 6F: 3 clusters Score -1545168 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1546218.125000 Penalty: 4893.790039
	Iteration 7F: 3 clusters Score -1546218 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1547139.625000 Penalty: 4893.790039
	Iteration 8F: 3 clusters Score -1547140 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1547739.875000 Penalty: 4893.790039
	Iteration 9F: 3 clusters Score -1547740 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1548055.500000 Penalty: 4893.790039
	Iteration 10Q: 3 clusters Score -1548056 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1548241.875000 Penalty: 4893.790039
	Iteration 11Q: 3 clusters Score -1548242 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1548366.125000 Penalty: 4893.790039
	Iteration 12Q: 3 clusters Score -1548366 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1548458.625000 Penalty: 4893.790039
	Iteration 13Q: 3 clusters Score -1548459 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1548528.000000 Penalty: 4893.790039
	Iteration 14Q: 3 clusters Score -1548528 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1548592.250000 Penalty: 4893.790039
	Iteration 15Q: 3 clusters Score -1548592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1548650.000000 Penalty: 4893.790039
	Iteration 16Q: 3 clusters Score -1548650 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1548712.750000 Penalty: 4893.790039
	Iteration 17Q: 3 clusters Score -1548713 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1548767.000000 Penalty: 4893.790039
	Iteration 18Q: 3 clusters Score -1548767 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1548812.125000 Penalty: 4893.790039
	Iteration 19Q: 3 clusters Score -1548812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1548858.750000 Penalty: 4893.790039
	Iteration 20F: 3 clusters Score -1548859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1548892.625000 Penalty: 4893.790039
	Iteration 21Q: 3 clusters Score -1548893 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1548924.000000 Penalty: 4893.790039
	Iteration 22Q: 3 clusters Score -1548924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1548959.125000 Penalty: 4893.790039
	Iteration 23Q: 3 clusters Score -1548959 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1548982.000000 Penalty: 4893.790039
	Iteration 24Q: 3 clusters Score -1548982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1549002.125000 Penalty: 4893.790039
	Iteration 25Q: 3 clusters Score -1549002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1549032.000000 Penalty: 4893.790039
	Iteration 26Q: 3 clusters Score -1549032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1549057.875000 Penalty: 4893.790039
	Iteration 27Q: 3 clusters Score -1549058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1549083.625000 Penalty: 4893.790039
	Iteration 28Q: 3 clusters Score -1549084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1549097.250000 Penalty: 4893.790039
	Iteration 29Q: 3 clusters Score -1549097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1549118.750000 Penalty: 4893.790039
	Iteration 30Q: 3 clusters Score -1549119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1549130.875000 Penalty: 4893.790039
	Iteration 31Q: 3 clusters Score -1549131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1549145.125000 Penalty: 4893.790039
	Iteration 32Q: 3 clusters Score -1549145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1549153.750000 Penalty: 4893.790039
	Iteration 33Q: 3 clusters Score -1549154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1549165.375000 Penalty: 4893.790039
	Iteration 34Q: 3 clusters Score -1549165 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1549179.125000 Penalty: 4893.790039
	Iteration 35Q: 3 clusters Score -1549179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1549186.375000 Penalty: 4893.790039
	Iteration 36Q: 3 clusters Score -1549186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1549195.750000 Penalty: 4893.790039
	Iteration 37Q: 3 clusters Score -1549196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1549207.375000 Penalty: 4893.790039
	Iteration 38Q: 3 clusters Score -1549207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1549219.125000 Penalty: 4893.790039
	Iteration 39Q: 3 clusters Score -1549219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1549222.250000 Penalty: 4893.790039
	Iteration 40F: 3 clusters Score -1549222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1549232.750000 Penalty: 4893.790039
	Iteration 41Q: 3 clusters Score -1549233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1549235.375000 Penalty: 4893.790039
	Iteration 42Q: 3 clusters Score -1549235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1549242.875000 Penalty: 4893.790039
	Iteration 43Q: 3 clusters Score -1549243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1549246.375000 Penalty: 4893.790039
	Iteration 44Q: 3 clusters Score -1549246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1549246.750000 Penalty: 4893.790039
	Iteration 45Q: 3 clusters Score -1549247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1549246.750000 Penalty: 4893.790039
	Iteration 46Q: 3 clusters Score -1549247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1549251.375000 Penalty: 4893.790039
	Iteration 47Q: 3 clusters Score -1549251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1549250.500000 Penalty: 4893.790039
	Iteration 48Q: 3 clusters Score -1549250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1549250.375000 Penalty: 4893.790039
	Iteration 49Q: 3 clusters Score -1549250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1549253.250000 Penalty: 4893.790039
	Iteration 50Q: 3 clusters Score -1549253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1549252.125000 Penalty: 4893.790039
	Iteration 51Q: 3 clusters Score -1549252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1549253.875000 Penalty: 4893.790039
	Iteration 52Q: 3 clusters Score -1549254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1549257.250000 Penalty: 4893.790039
	Iteration 53Q: 3 clusters Score -1549257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1549257.250000 Penalty: 4893.790039
	Iteration 54Q: 3 clusters Score -1549257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1549263.125000 Penalty: 4893.790039
	Iteration 55Q: 3 clusters Score -1549263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1549264.750000 Penalty: 4893.790039
	Iteration 56Q: 3 clusters Score -1549265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1549264.625000 Penalty: 4893.790039
	Iteration 57Q: 3 clusters Score -1549265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1549267.125000 Penalty: 4893.790039
	Iteration 58Q: 3 clusters Score -1549267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1549267.125000 Penalty: 4893.790039
	Iteration 59Q: 3 clusters Score -1549267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1549266.625000 Penalty: 4893.790039
	Iteration 60F: 3 clusters Score -1549267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1549267.500000 Penalty: 4893.790039
	Iteration 61Q: 3 clusters Score -1549268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1549268.000000 Penalty: 4893.790039
	Iteration 62Q: 3 clusters Score -1549268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1549267.500000 Penalty: 4893.790039
	Iteration 63Q: 3 clusters Score -1549268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1549267.500000 Penalty: 4893.790039
	Iteration 64F: 3 clusters Score -1549268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Entering Unmasked Estep 
Score: -963284.687500 Penalty: 2266.779541
	Iteration 0F: 2 clusters Score -963284.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -955934.812500 Penalty: 4533.559082
	Iteration 0F: 3 clusters Score -955934.8 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -958061.375000 Penalty: 4533.559082
	Iteration 1F: 3 clusters Score -958061.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -958374.125000 Penalty: 4533.559082
	Iteration 2F: 3 clusters Score -958374.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -958619.500000 Penalty: 4533.559082
	Iteration 3F: 3 clusters Score -958619.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -958844.625000 Penalty: 4533.559082
	Iteration 4Q: 3 clusters Score -958844.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -959046.812500 Penalty: 4533.559082
	Iteration 5Q: 3 clusters Score -959046.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -959247.437500 Penalty: 4533.559082
	Iteration 6Q: 3 clusters Score -959247.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -959406.875000 Penalty: 4533.559082
	Iteration 7Q: 3 clusters Score -959406.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -959548.312500 Penalty: 4533.559082
	Iteration 8Q: 3 clusters Score -959548.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -959668.812500 Penalty: 4533.559082
	Iteration 9Q: 3 clusters Score -959668.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -959774.125000 Penalty: 4533.559082
	Iteration 10Q: 3 clusters Score -959774.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -959856.812500 Penalty: 4533.559082
	Iteration 11Q: 3 clusters Score -959856.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -959924.875000 Penalty: 4533.559082
	Iteration 12Q: 3 clusters Score -959924.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -959979.000000 Penalty: 4533.559082
	Iteration 13Q: 3 clusters Score -959979 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -960021.625000 Penalty: 4533.559082
	Iteration 14Q: 3 clusters Score -960021.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -960049.875000 Penalty: 4533.559082
	Iteration 15Q: 3 clusters Score -960049.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -960076.812500 Penalty: 4533.559082
	Iteration 16Q: 3 clusters Score -960076.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -960103.687500 Penalty: 4533.559082
	Iteration 17Q: 3 clusters Score -960103.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -960131.937500 Penalty: 4533.559082
	Iteration 18Q: 3 clusters Score -960131.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -960156.125000 Penalty: 4533.559082
	Iteration 19Q: 3 clusters Score -960156.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -960183.437500 Penalty: 4533.559082
	Iteration 20F: 3 clusters Score -960183.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -960213.375000 Penalty: 4533.559082
	Iteration 21Q: 3 clusters Score -960213.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -960242.250000 Penalty: 4533.559082
	Iteration 22Q: 3 clusters Score -960242.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -960272.750000 Penalty: 4533.559082
	Iteration 23Q: 3 clusters Score -960272.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -960310.562500 Penalty: 4533.559082
	Iteration 24Q: 3 clusters Score -960310.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -960354.312500 Penalty: 4533.559082
	Iteration 25Q: 3 clusters Score -960354.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -960388.187500 Penalty: 4533.559082
	Iteration 26Q: 3 clusters Score -960388.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -960425.687500 Penalty: 4533.559082
	Iteration 27Q: 3 clusters Score -960425.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -960476.062500 Penalty: 4533.559082
	Iteration 28Q: 3 clusters Score -960476.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -960525.812500 Penalty: 4533.559082
	Iteration 29Q: 3 clusters Score -960525.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -960589.937500 Penalty: 4533.559082
	Iteration 30Q: 3 clusters Score -960589.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -960668.750000 Penalty: 4533.559082
	Iteration 31Q: 3 clusters Score -960668.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -960756.250000 Penalty: 4533.559082
	Iteration 32Q: 3 clusters Score -960756.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -960853.375000 Penalty: 4533.559082
	Iteration 33Q: 3 clusters Score -960853.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -960943.875000 Penalty: 4533.559082
	Iteration 34Q: 3 clusters Score -960943.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -961037.125000 Penalty: 4533.559082
	Iteration 35Q: 3 clusters Score -961037.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -961159.625000 Penalty: 4533.559082
	Iteration 36Q: 3 clusters Score -961159.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -961276.937500 Penalty: 4533.559082
	Iteration 37Q: 3 clusters Score -961276.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -961373.750000 Penalty: 4533.559082
	Iteration 38Q: 3 clusters Score -961373.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -961459.562500 Penalty: 4533.559082
	Iteration 39Q: 3 clusters Score -961459.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -961526.562500 Penalty: 4533.559082
	Iteration 40F: 3 clusters Score -961526.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -961579.375000 Penalty: 4533.559082
	Iteration 41Q: 3 clusters Score -961579.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -961618.437500 Penalty: 4533.559082
	Iteration 42Q: 3 clusters Score -961618.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -961642.750000 Penalty: 4533.559082
	Iteration 43Q: 3 clusters Score -961642.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -961664.000000 Penalty: 4533.559082
	Iteration 44Q: 3 clusters Score -961664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -961680.000000 Penalty: 4533.559082
	Iteration 45Q: 3 clusters Score -961680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -961691.250000 Penalty: 4533.559082
	Iteration 46Q: 3 clusters Score -961691.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -961705.125000 Penalty: 4533.559082
	Iteration 47Q: 3 clusters Score -961705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -961715.062500 Penalty: 4533.559082
	Iteration 48Q: 3 clusters Score -961715.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -961729.562500 Penalty: 4533.559082
	Iteration 49Q: 3 clusters Score -961729.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -961739.625000 Penalty: 4533.559082
	Iteration 50Q: 3 clusters Score -961739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -961745.625000 Penalty: 4533.559082
	Iteration 51Q: 3 clusters Score -961745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -961752.187500 Penalty: 4533.559082
	Iteration 52Q: 3 clusters Score -961752.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -961759.125000 Penalty: 4533.559082
	Iteration 53Q: 3 clusters Score -961759.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -961765.312500 Penalty: 4533.559082
	Iteration 54Q: 3 clusters Score -961765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -961768.000000 Penalty: 4533.559082
	Iteration 55Q: 3 clusters Score -961768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -961769.187500 Penalty: 4533.559082
	Iteration 56Q: 3 clusters Score -961769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -961768.687500 Penalty: 4533.559082
	Iteration 57Q: 3 clusters Score -961768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -961774.000000 Penalty: 4533.559082
	Iteration 58Q: 3 clusters Score -961774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -961774.312500 Penalty: 4533.559082
	Iteration 59Q: 3 clusters Score -961774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -961777.000000 Penalty: 4533.559082
	Iteration 60F: 3 clusters Score -961777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -961776.875000 Penalty: 4533.559082
	Iteration 61Q: 3 clusters Score -961776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -961777.750000 Penalty: 4533.559082
	Iteration 62Q: 3 clusters Score -961777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -961777.750000 Penalty: 4533.559082
	Iteration 63F: 3 clusters Score -961777.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Entering Unmasked Estep 
Score: -1648635.625000 Penalty: 2463.600098
	Iteration 0F: 2 clusters Score -1648636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1634196.500000 Penalty: 4927.200195
	Iteration 0F: 3 clusters Score -1634196 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1639090.750000 Penalty: 4927.200195
	Iteration 1F: 3 clusters Score -1639091 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1639477.250000 Penalty: 4927.200195
	Iteration 2F: 3 clusters Score -1639477 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1639748.500000 Penalty: 4927.200195
	Iteration 3Q: 3 clusters Score -1639748 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1639969.000000 Penalty: 4927.200195
	Iteration 4Q: 3 clusters Score -1639969 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1640171.500000 Penalty: 4927.200195
	Iteration 5Q: 3 clusters Score -1640172 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1640359.625000 Penalty: 4927.200195
	Iteration 6Q: 3 clusters Score -1640360 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1640567.875000 Penalty: 4927.200195
	Iteration 7Q: 3 clusters Score -1640568 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1640822.375000 Penalty: 4927.200195
	Iteration 8Q: 3 clusters Score -1640822 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1641147.750000 Penalty: 4927.200195
	Iteration 9Q: 3 clusters Score -1641148 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1641583.000000 Penalty: 4927.200195
	Iteration 10Q: 3 clusters Score -1641583 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1642124.000000 Penalty: 4927.200195
	Iteration 11Q: 3 clusters Score -1642124 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1642756.250000 Penalty: 4927.200195
	Iteration 12Q: 3 clusters Score -1642756 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1643421.000000 Penalty: 4927.200195
	Iteration 13F: 3 clusters Score -1643421 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1644013.000000 Penalty: 4927.200195
	Iteration 14Q: 3 clusters Score -1644013 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1644448.875000 Penalty: 4927.200195
	Iteration 15Q: 3 clusters Score -1644449 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1644814.625000 Penalty: 4927.200195
	Iteration 16Q: 3 clusters Score -1644815 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1645085.375000 Penalty: 4927.200195
	Iteration 17Q: 3 clusters Score -1645085 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1645315.125000 Penalty: 4927.200195
	Iteration 18Q: 3 clusters Score -1645315 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1645465.500000 Penalty: 4927.200195
	Iteration 19Q: 3 clusters Score -1645466 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1645568.625000 Penalty: 4927.200195
	Iteration 20F: 3 clusters Score -1645569 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1645643.750000 Penalty: 4927.200195
	Iteration 21Q: 3 clusters Score -1645644 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1645722.500000 Penalty: 4927.200195
	Iteration 22Q: 3 clusters Score -1645722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1645798.750000 Penalty: 4927.200195
	Iteration 23Q: 3 clusters Score -1645799 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1645879.375000 Penalty: 4927.200195
	Iteration 24Q: 3 clusters Score -1645879 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1645926.625000 Penalty: 4927.200195
	Iteration 25Q: 3 clusters Score -1645927 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1645981.000000 Penalty: 4927.200195
	Iteration 26Q: 3 clusters Score -1645981 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1646029.125000 Penalty: 4927.200195
	Iteration 27Q: 3 clusters Score -1646029 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1646076.625000 Penalty: 4927.200195
	Iteration 28Q: 3 clusters Score -1646077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1646122.125000 Penalty: 4927.200195
	Iteration 29Q: 3 clusters Score -1646122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1646149.250000 Penalty: 4927.200195
	Iteration 30Q: 3 clusters Score -1646149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1646178.125000 Penalty: 4927.200195
	Iteration 31Q: 3 clusters Score -1646178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1646213.125000 Penalty: 4927.200195
	Iteration 32Q: 3 clusters Score -1646213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1646236.750000 Penalty: 4927.200195
	Iteration 33Q: 3 clusters Score -1646237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1646255.500000 Penalty: 4927.200195
	Iteration 34Q: 3 clusters Score -1646256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1646283.625000 Penalty: 4927.200195
	Iteration 35Q: 3 clusters Score -1646284 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1646310.250000 Penalty: 4927.200195
	Iteration 36Q: 3 clusters Score -1646310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1646328.875000 Penalty: 4927.200195
	Iteration 37Q: 3 clusters Score -1646329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1646351.125000 Penalty: 4927.200195
	Iteration 38Q: 3 clusters Score -1646351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1646371.625000 Penalty: 4927.200195
	Iteration 39Q: 3 clusters Score -1646372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1646390.250000 Penalty: 4927.200195
	Iteration 40F: 3 clusters Score -1646390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1646403.125000 Penalty: 4927.200195
	Iteration 41Q: 3 clusters Score -1646403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1646412.000000 Penalty: 4927.200195
	Iteration 42Q: 3 clusters Score -1646412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1646424.625000 Penalty: 4927.200195
	Iteration 43Q: 3 clusters Score -1646425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1646438.875000 Penalty: 4927.200195
	Iteration 44Q: 3 clusters Score -1646439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1646452.250000 Penalty: 4927.200195
	Iteration 45Q: 3 clusters Score -1646452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1646457.750000 Penalty: 4927.200195
	Iteration 46Q: 3 clusters Score -1646458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1646462.875000 Penalty: 4927.200195
	Iteration 47Q: 3 clusters Score -1646463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1646465.750000 Penalty: 4927.200195
	Iteration 48Q: 3 clusters Score -1646466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1646466.750000 Penalty: 4927.200195
	Iteration 49Q: 3 clusters Score -1646467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1646475.250000 Penalty: 4927.200195
	Iteration 50Q: 3 clusters Score -1646475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1646480.875000 Penalty: 4927.200195
	Iteration 51Q: 3 clusters Score -1646481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1646488.125000 Penalty: 4927.200195
	Iteration 52Q: 3 clusters Score -1646488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1646485.375000 Penalty: 4927.200195
	Iteration 53Q: 3 clusters Score -1646485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1646488.125000 Penalty: 4927.200195
	Iteration 54Q: 3 clusters Score -1646488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1646493.250000 Penalty: 4927.200195
	Iteration 55Q: 3 clusters Score -1646493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1646494.000000 Penalty: 4927.200195
	Iteration 56Q: 3 clusters Score -1646494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1646493.000000 Penalty: 4927.200195
	Iteration 57Q: 3 clusters Score -1646493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1646495.500000 Penalty: 4927.200195
	Iteration 58Q: 3 clusters Score -1646496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1646494.125000 Penalty: 4927.200195
	Iteration 59Q: 3 clusters Score -1646494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1646492.500000 Penalty: 4927.200195
	Iteration 60F: 3 clusters Score -1646492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1646491.875000 Penalty: 4927.200195
	Iteration 61Q: 3 clusters Score -1646492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1646493.875000 Penalty: 4927.200195
	Iteration 62Q: 3 clusters Score -1646494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1646494.500000 Penalty: 4927.200195
	Iteration 63Q: 3 clusters Score -1646494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1646497.375000 Penalty: 4927.200195
	Iteration 64Q: 3 clusters Score -1646497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1646498.375000 Penalty: 4927.200195
	Iteration 65Q: 3 clusters Score -1646498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1646498.375000 Penalty: 4927.200195
	Iteration 66F: 3 clusters Score -1646498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (139437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Entering Unmasked Estep 
Score: -13725674.000000 Penalty: 2937.651367
	Iteration 0F: 2 clusters Score -1.372567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -13637669.000000 Penalty: 5875.302734
	Iteration 0F: 3 clusters Score -1.363767e+07 nChanged 66945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -13676316.000000 Penalty: 5875.302734
	Iteration 1F: 3 clusters Score -1.367632e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -13677594.000000 Penalty: 5875.302734
	Iteration 2Q: 3 clusters Score -1.367759e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -13678939.000000 Penalty: 5875.302734
	Iteration 3Q: 3 clusters Score -1.367894e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -13681030.000000 Penalty: 5875.302734
	Iteration 4Q: 3 clusters Score -1.368103e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -13684085.000000 Penalty: 5875.302734
	Iteration 5Q: 3 clusters Score -1.368408e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -13688639.000000 Penalty: 5875.302734
	Iteration 6F: 3 clusters Score -1.368864e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -13695330.000000 Penalty: 5875.302734
	Iteration 7F: 3 clusters Score -1.369533e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -13703164.000000 Penalty: 5875.302734
	Iteration 8F: 3 clusters Score -1.370316e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -13710341.000000 Penalty: 5875.302734
	Iteration 9F: 3 clusters Score -1.371034e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 117874 members 
Entering Unmasked Estep 
Score: -13715176.000000 Penalty: 5875.302734
	Iteration 10Q: 3 clusters Score -1.371518e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -13717956.000000 Penalty: 5875.302734
	Iteration 11Q: 3 clusters Score -1.371796e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 124486 members 
Entering Unmasked Estep 
Score: -13719597.000000 Penalty: 5875.302734
	Iteration 12Q: 3 clusters Score -1.37196e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 126971 members 
Entering Unmasked Estep 
Score: -13720666.000000 Penalty: 5875.302734
	Iteration 13Q: 3 clusters Score -1.372067e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 129107 members 
Entering Unmasked Estep 
Score: -13721493.000000 Penalty: 5875.302734
	Iteration 14Q: 3 clusters Score -1.372149e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -13721991.000000 Penalty: 5875.302734
	Iteration 15Q: 3 clusters Score -1.372199e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -13722393.000000 Penalty: 5875.302734
	Iteration 16Q: 3 clusters Score -1.372239e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -13722645.000000 Penalty: 5875.302734
	Iteration 17Q: 3 clusters Score -1.372264e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 134517 members 
Entering Unmasked Estep 
Score: -13722845.000000 Penalty: 5875.302734
	Iteration 18Q: 3 clusters Score -1.372284e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -13723106.000000 Penalty: 5875.302734
	Iteration 19Q: 3 clusters Score -1.372311e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 135941 members 
Entering Unmasked Estep 
Score: -13723150.000000 Penalty: 5875.302734
	Iteration 20F: 3 clusters Score -1.372315e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -13723360.000000 Penalty: 5875.302734
	Iteration 21Q: 3 clusters Score -1.372336e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -13723406.000000 Penalty: 5875.302734
	Iteration 22Q: 3 clusters Score -1.372341e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 137189 members 
Entering Unmasked Estep 
Score: -13723432.000000 Penalty: 5875.302734
	Iteration 23Q: 3 clusters Score -1.372343e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -13723465.000000 Penalty: 5875.302734
	Iteration 24Q: 3 clusters Score -1.372346e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -13723472.000000 Penalty: 5875.302734
	Iteration 25Q: 3 clusters Score -1.372347e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -13723520.000000 Penalty: 5875.302734
	Iteration 26Q: 3 clusters Score -1.372352e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -13723546.000000 Penalty: 5875.302734
	Iteration 27Q: 3 clusters Score -1.372355e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -13723557.000000 Penalty: 5875.302734
	Iteration 28Q: 3 clusters Score -1.372356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -13723589.000000 Penalty: 5875.302734
	Iteration 29Q: 3 clusters Score -1.372359e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 138141 members 
Entering Unmasked Estep 
Score: -13723559.000000 Penalty: 5875.302734
	Iteration 30Q: 3 clusters Score -1.372356e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 138181 members 
Entering Unmasked Estep 
Score: -13723561.000000 Penalty: 5875.302734
	Iteration 31Q: 3 clusters Score -1.372356e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 138220 members 
Entering Unmasked Estep 
Score: -13723538.000000 Penalty: 5875.302734
	Iteration 32Q: 3 clusters Score -1.372354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 138240 members 
Entering Unmasked Estep 
Score: -13723553.000000 Penalty: 5875.302734
	Iteration 33Q: 3 clusters Score -1.372355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 138253 members 
Entering Unmasked Estep 
Score: -13723544.000000 Penalty: 5875.302734
	Iteration 34Q: 3 clusters Score -1.372354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 138264 members 
Entering Unmasked Estep 
Score: -13723547.000000 Penalty: 5875.302734
	Iteration 35Q: 3 clusters Score -1.372355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 138274 members 
Entering Unmasked Estep 
Score: -13723546.000000 Penalty: 5875.302734
	Iteration 36Q: 3 clusters Score -1.372355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -13723540.000000 Penalty: 5875.302734
	Iteration 37Q: 3 clusters Score -1.372354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -13723542.000000 Penalty: 5875.302734
	Iteration 38Q: 3 clusters Score -1.372354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -13723552.000000 Penalty: 5875.302734
	Iteration 39Q: 3 clusters Score -1.372355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 138301 members 
Entering Unmasked Estep 
Score: -13723546.000000 Penalty: 5875.302734
	Iteration 40F: 3 clusters Score -1.372355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 138304 members 
Entering Unmasked Estep 
Score: -13723549.000000 Penalty: 5875.302734
	Iteration 41Q: 3 clusters Score -1.372355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 138309 members 
Entering Unmasked Estep 
Score: -13723557.000000 Penalty: 5875.302734
	Iteration 42Q: 3 clusters Score -1.372356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -13723555.000000 Penalty: 5875.302734
	Iteration 43Q: 3 clusters Score -1.372356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -13723570.000000 Penalty: 5875.302734
	Iteration 44Q: 3 clusters Score -1.372357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -13723569.000000 Penalty: 5875.302734
	Iteration 45Q: 3 clusters Score -1.372357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 138317 members 
Entering Unmasked Estep 
Score: -13723568.000000 Penalty: 5875.302734
	Iteration 46Q: 3 clusters Score -1.372357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -13723567.000000 Penalty: 5875.302734
	Iteration 47Q: 3 clusters Score -1.372357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 138325 members 
Entering Unmasked Estep 
Score: -13723563.000000 Penalty: 5875.302734
	Iteration 48Q: 3 clusters Score -1.372356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 138329 members 
Entering Unmasked Estep 
Score: -13723561.000000 Penalty: 5875.302734
	Iteration 49Q: 3 clusters Score -1.372356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
Score: -13723570.000000 Penalty: 5875.302734
	Iteration 50Q: 3 clusters Score -1.372357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 138342 members 
Entering Unmasked Estep 
Score: -13723567.000000 Penalty: 5875.302734
	Iteration 51Q: 3 clusters Score -1.372357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 138343 members 
Entering Unmasked Estep 
Score: -13723568.000000 Penalty: 5875.302734
	Iteration 52Q: 3 clusters Score -1.372357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -13723570.000000 Penalty: 5875.302734
	Iteration 53Q: 3 clusters Score -1.372357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -13723592.000000 Penalty: 5875.302734
	Iteration 54Q: 3 clusters Score -1.372359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -13723586.000000 Penalty: 5875.302734
	Iteration 55Q: 3 clusters Score -1.372359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 138364 members 
Entering Unmasked Estep 
Score: -13723580.000000 Penalty: 5875.302734
	Iteration 56Q: 3 clusters Score -1.372358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 138369 members 
Entering Unmasked Estep 
Score: -13723585.000000 Penalty: 5875.302734
	Iteration 57Q: 3 clusters Score -1.372358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -13723578.000000 Penalty: 5875.302734
	Iteration 58Q: 3 clusters Score -1.372358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -13723586.000000 Penalty: 5875.302734
	Iteration 59Q: 3 clusters Score -1.372359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -13723585.000000 Penalty: 5875.302734
	Iteration 60F: 3 clusters Score -1.372358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 138392 members 
Entering Unmasked Estep 
Score: -13723588.000000 Penalty: 5875.302734
	Iteration 61Q: 3 clusters Score -1.372359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 138394 members 
Entering Unmasked Estep 
Score: -13723585.000000 Penalty: 5875.302734
	Iteration 62Q: 3 clusters Score -1.372358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 138398 members 
Entering Unmasked Estep 
Score: -13723592.000000 Penalty: 5875.302734
	Iteration 63Q: 3 clusters Score -1.372359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 138403 members 
Entering Unmasked Estep 
Score: -13723593.000000 Penalty: 5875.302734
	Iteration 64Q: 3 clusters Score -1.372359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 138407 members 
Entering Unmasked Estep 
Score: -13723591.000000 Penalty: 5875.302734
	Iteration 65Q: 3 clusters Score -1.372359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 138410 members 
Entering Unmasked Estep 
Score: -13723602.000000 Penalty: 5875.302734
	Iteration 66Q: 3 clusters Score -1.37236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 138412 members 
Entering Unmasked Estep 
Score: -13723603.000000 Penalty: 5875.302734
	Iteration 67Q: 3 clusters Score -1.37236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -13723599.000000 Penalty: 5875.302734
	Iteration 68Q: 3 clusters Score -1.37236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 138416 members 
Entering Unmasked Estep 
Score: -13723608.000000 Penalty: 5875.302734
	Iteration 69Q: 3 clusters Score -1.372361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -13723613.000000 Penalty: 5875.302734
	Iteration 70Q: 3 clusters Score -1.372361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 138421 members 
Entering Unmasked Estep 
Score: -13723604.000000 Penalty: 5875.302734
	Iteration 71Q: 3 clusters Score -1.37236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -13723605.000000 Penalty: 5875.302734
	Iteration 72Q: 3 clusters Score -1.37236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 138424 members 
Entering Unmasked Estep 
Score: -13723597.000000 Penalty: 5875.302734
	Iteration 73Q: 3 clusters Score -1.37236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -13723595.000000 Penalty: 5875.302734
	Iteration 74Q: 3 clusters Score -1.37236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 138427 members 
Entering Unmasked Estep 
Score: -13723593.000000 Penalty: 5875.302734
	Iteration 75Q: 3 clusters Score -1.372359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 138430 members 
Entering Unmasked Estep 
Score: -13723591.000000 Penalty: 5875.302734
	Iteration 76Q: 3 clusters Score -1.372359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 138432 members 
Entering Unmasked Estep 
Score: -13723593.000000 Penalty: 5875.302734
	Iteration 77Q: 3 clusters Score -1.372359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -13723596.000000 Penalty: 5875.302734
	Iteration 78Q: 3 clusters Score -1.37236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -13723596.000000 Penalty: 5875.302734
	Iteration 79F: 3 clusters Score -1.37236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (121305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Entering Unmasked Estep 
Score: -9830919.000000 Penalty: 2903.103760
	Iteration 0F: 2 clusters Score -9830919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -9750021.000000 Penalty: 5806.207520
	Iteration 0F: 3 clusters Score -9750021 nChanged 57687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -9782729.000000 Penalty: 5806.207520
	Iteration 1F: 3 clusters Score -9782729 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -9783454.000000 Penalty: 5806.207520
	Iteration 2Q: 3 clusters Score -9783454 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -9784230.000000 Penalty: 5806.207520
	Iteration 3Q: 3 clusters Score -9784230 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -9785060.000000 Penalty: 5806.207520
	Iteration 4Q: 3 clusters Score -9785060 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -9786283.000000 Penalty: 5806.207520
	Iteration 5Q: 3 clusters Score -9786283 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -9787944.000000 Penalty: 5806.207520
	Iteration 6Q: 3 clusters Score -9787944 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -9790321.000000 Penalty: 5806.207520
	Iteration 7Q: 3 clusters Score -9790321 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -9793743.000000 Penalty: 5806.207520
	Iteration 8Q: 3 clusters Score -9793743 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -9798349.000000 Penalty: 5806.207520
	Iteration 9F: 3 clusters Score -9798349 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -9803340.000000 Penalty: 5806.207520
	Iteration 10F: 3 clusters Score -9803340 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -9807001.000000 Penalty: 5806.207520
	Iteration 11F: 3 clusters Score -9807001 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -9808426.000000 Penalty: 5806.207520
	Iteration 12Q: 3 clusters Score -9808426 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -9809199.000000 Penalty: 5806.207520
	Iteration 13Q: 3 clusters Score -9809199 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -9809739.000000 Penalty: 5806.207520
	Iteration 14Q: 3 clusters Score -9809739 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -9810202.000000 Penalty: 5806.207520
	Iteration 15Q: 3 clusters Score -9810202 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -9810771.000000 Penalty: 5806.207520
	Iteration 16Q: 3 clusters Score -9810771 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -9811421.000000 Penalty: 5806.207520
	Iteration 17Q: 3 clusters Score -9811421 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -9812039.000000 Penalty: 5806.207520
	Iteration 18Q: 3 clusters Score -9812039 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -9812838.000000 Penalty: 5806.207520
	Iteration 19Q: 3 clusters Score -9812838 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -9813800.000000 Penalty: 5806.207520
	Iteration 20F: 3 clusters Score -9813800 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92539 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -9814809.000000 Penalty: 5806.207520
	Iteration 21Q: 3 clusters Score -9814809 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -9816029.000000 Penalty: 5806.207520
	Iteration 22Q: 3 clusters Score -9816029 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -9817389.000000 Penalty: 5806.207520
	Iteration 23Q: 3 clusters Score -9817389 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -9818789.000000 Penalty: 5806.207520
	Iteration 24Q: 3 clusters Score -9818789 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -9820185.000000 Penalty: 5806.207520
	Iteration 25Q: 3 clusters Score -9820185 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104858 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -9821653.000000 Penalty: 5806.207520
	Iteration 26Q: 3 clusters Score -9821653 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -9823064.000000 Penalty: 5806.207520
	Iteration 27Q: 3 clusters Score -9823064 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -9824374.000000 Penalty: 5806.207520
	Iteration 28Q: 3 clusters Score -9824374 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -9825469.000000 Penalty: 5806.207520
	Iteration 29Q: 3 clusters Score -9825469 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -9826407.000000 Penalty: 5806.207520
	Iteration 30Q: 3 clusters Score -9826407 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -9826976.000000 Penalty: 5806.207520
	Iteration 31Q: 3 clusters Score -9826976 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -9827353.000000 Penalty: 5806.207520
	Iteration 32Q: 3 clusters Score -9827353 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -9827628.000000 Penalty: 5806.207520
	Iteration 33Q: 3 clusters Score -9827628 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114229 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -9827801.000000 Penalty: 5806.207520
	Iteration 34Q: 3 clusters Score -9827801 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -9827952.000000 Penalty: 5806.207520
	Iteration 35Q: 3 clusters Score -9827952 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -9828041.000000 Penalty: 5806.207520
	Iteration 36Q: 3 clusters Score -9828041 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9828159.000000 Penalty: 5806.207520
	Iteration 37Q: 3 clusters Score -9828159 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9828203.000000 Penalty: 5806.207520
	Iteration 38Q: 3 clusters Score -9828203 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115832 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -9828289.000000 Penalty: 5806.207520
	Iteration 39Q: 3 clusters Score -9828289 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -9828361.000000 Penalty: 5806.207520
	Iteration 40F: 3 clusters Score -9828361 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -9828390.000000 Penalty: 5806.207520
	Iteration 41Q: 3 clusters Score -9828390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -9828437.000000 Penalty: 5806.207520
	Iteration 42Q: 3 clusters Score -9828437 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116584 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -9828473.000000 Penalty: 5806.207520
	Iteration 43Q: 3 clusters Score -9828473 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116716 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -9828492.000000 Penalty: 5806.207520
	Iteration 44Q: 3 clusters Score -9828492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -9828479.000000 Penalty: 5806.207520
	Iteration 45Q: 3 clusters Score -9828479 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116909 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -9828487.000000 Penalty: 5806.207520
	Iteration 46Q: 3 clusters Score -9828487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9828520.000000 Penalty: 5806.207520
	Iteration 47Q: 3 clusters Score -9828520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -9828513.000000 Penalty: 5806.207520
	Iteration 48Q: 3 clusters Score -9828513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117177 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -9828560.000000 Penalty: 5806.207520
	Iteration 49Q: 3 clusters Score -9828560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -9828562.000000 Penalty: 5806.207520
	Iteration 50Q: 3 clusters Score -9828562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -9828588.000000 Penalty: 5806.207520
	Iteration 51Q: 3 clusters Score -9828588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -9828638.000000 Penalty: 5806.207520
	Iteration 52Q: 3 clusters Score -9828638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -9828646.000000 Penalty: 5806.207520
	Iteration 53Q: 3 clusters Score -9828646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117500 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9828678.000000 Penalty: 5806.207520
	Iteration 54Q: 3 clusters Score -9828678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9828664.000000 Penalty: 5806.207520
	Iteration 55Q: 3 clusters Score -9828664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -9828658.000000 Penalty: 5806.207520
	Iteration 56Q: 3 clusters Score -9828658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9828685.000000 Penalty: 5806.207520
	Iteration 57Q: 3 clusters Score -9828685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -9828671.000000 Penalty: 5806.207520
	Iteration 58Q: 3 clusters Score -9828671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9828689.000000 Penalty: 5806.207520
	Iteration 59Q: 3 clusters Score -9828689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9828694.000000 Penalty: 5806.207520
	Iteration 60F: 3 clusters Score -9828694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9828698.000000 Penalty: 5806.207520
	Iteration 61Q: 3 clusters Score -9828698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9828697.000000 Penalty: 5806.207520
	Iteration 62Q: 3 clusters Score -9828697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117823 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9828691.000000 Penalty: 5806.207520
	Iteration 63Q: 3 clusters Score -9828691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9828725.000000 Penalty: 5806.207520
	Iteration 64Q: 3 clusters Score -9828725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9828721.000000 Penalty: 5806.207520
	Iteration 65Q: 3 clusters Score -9828721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -9828708.000000 Penalty: 5806.207520
	Iteration 66Q: 3 clusters Score -9828708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117933 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -9828702.000000 Penalty: 5806.207520
	Iteration 67Q: 3 clusters Score -9828702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9828709.000000 Penalty: 5806.207520
	Iteration 68Q: 3 clusters Score -9828709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9828715.000000 Penalty: 5806.207520
	Iteration 69Q: 3 clusters Score -9828715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117994 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9828722.000000 Penalty: 5806.207520
	Iteration 70Q: 3 clusters Score -9828722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9828719.000000 Penalty: 5806.207520
	Iteration 71Q: 3 clusters Score -9828719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9828727.000000 Penalty: 5806.207520
	Iteration 72Q: 3 clusters Score -9828727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9828720.000000 Penalty: 5806.207520
	Iteration 73Q: 3 clusters Score -9828720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118034 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -9828730.000000 Penalty: 5806.207520
	Iteration 74Q: 3 clusters Score -9828730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9828722.000000 Penalty: 5806.207520
	Iteration 75Q: 3 clusters Score -9828722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118048 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9828719.000000 Penalty: 5806.207520
	Iteration 76Q: 3 clusters Score -9828719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -9828720.000000 Penalty: 5806.207520
	Iteration 77Q: 3 clusters Score -9828720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118062 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9828714.000000 Penalty: 5806.207520
	Iteration 78Q: 3 clusters Score -9828714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9828715.000000 Penalty: 5806.207520
	Iteration 79Q: 3 clusters Score -9828715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118075 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9828709.000000 Penalty: 5806.207520
	Iteration 80F: 3 clusters Score -9828709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9828704.000000 Penalty: 5806.207520
	Iteration 81Q: 3 clusters Score -9828704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9828704.000000 Penalty: 5806.207520
	Iteration 82Q: 3 clusters Score -9828704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118086 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9828708.000000 Penalty: 5806.207520
	Iteration 83Q: 3 clusters Score -9828708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9828707.000000 Penalty: 5806.207520
	Iteration 84Q: 3 clusters Score -9828707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118090 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -9828706.000000 Penalty: 5806.207520
	Iteration 85Q: 3 clusters Score -9828706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9828712.000000 Penalty: 5806.207520
	Iteration 86Q: 3 clusters Score -9828712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9828714.000000 Penalty: 5806.207520
	Iteration 87Q: 3 clusters Score -9828714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9828713.000000 Penalty: 5806.207520
	Iteration 88Q: 3 clusters Score -9828713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118104 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9828710.000000 Penalty: 5806.207520
	Iteration 89Q: 3 clusters Score -9828710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9828706.000000 Penalty: 5806.207520
	Iteration 90Q: 3 clusters Score -9828706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118111 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9828714.000000 Penalty: 5806.207520
	Iteration 91Q: 3 clusters Score -9828714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9828696.000000 Penalty: 5806.207520
	Iteration 92Q: 3 clusters Score -9828696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9828710.000000 Penalty: 5806.207520
	Iteration 93Q: 3 clusters Score -9828710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118124 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9828714.000000 Penalty: 5806.207520
	Iteration 94Q: 3 clusters Score -9828714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118129 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9828702.000000 Penalty: 5806.207520
	Iteration 95Q: 3 clusters Score -9828702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118135 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9828703.000000 Penalty: 5806.207520
	Iteration 96Q: 3 clusters Score -9828703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -9828706.000000 Penalty: 5806.207520
	Iteration 97Q: 3 clusters Score -9828706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118141 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9828710.000000 Penalty: 5806.207520
	Iteration 98Q: 3 clusters Score -9828710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118145 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9828711.000000 Penalty: 5806.207520
	Iteration 99Q: 3 clusters Score -9828711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9828719.000000 Penalty: 5806.207520
	Iteration 100F: 3 clusters Score -9828719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -161500.953125 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -161501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -159043.781250 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -159043.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -159791.484375 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -159791.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -160337.984375 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -160338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160861.359375 Penalty: 3739.621094
	Iteration 3F: 3 clusters Score -160861.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -161350.453125 Penalty: 3739.621094
	Iteration 4F: 3 clusters Score -161350.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -161677.562500 Penalty: 3739.621094
	Iteration 5F: 3 clusters Score -161677.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -161871.656250 Penalty: 3739.621094
	Iteration 6F: 3 clusters Score -161871.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -161998.312500 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -161998.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -162094.968750 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -162095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -162172.171875 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -162172.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -162226.187500 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -162226.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -162258.515625 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -162258.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -162281.281250 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -162281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -162290.203125 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -162290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -162295.984375 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -162296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -162297.234375 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -162297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -162297.234375 Penalty: 3739.621094
	Iteration 16F: 3 clusters Score -162297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 8170 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Entering Unmasked Estep 
Score: -150772464.000000 Penalty: 242702.312500
Splitting cluster 34 changes total score from -150771056.000000 to -150772464.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 35 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -445857.250000 Penalty: 2123.843750
	Iteration 0F: 2 clusters Score -445857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -441126.625000 Penalty: 4247.687500
	Iteration 0F: 3 clusters Score -441126.6 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -442226.625000 Penalty: 4247.687500
	Iteration 1F: 3 clusters Score -442226.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -442456.781250 Penalty: 4247.687500
	Iteration 2F: 3 clusters Score -442456.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -442581.375000 Penalty: 4247.687500
	Iteration 3F: 3 clusters Score -442581.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -442664.843750 Penalty: 4247.687500
	Iteration 4Q: 3 clusters Score -442664.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -442734.000000 Penalty: 4247.687500
	Iteration 5Q: 3 clusters Score -442734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -442794.250000 Penalty: 4247.687500
	Iteration 6Q: 3 clusters Score -442794.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -442849.312500 Penalty: 4247.687500
	Iteration 7Q: 3 clusters Score -442849.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -442902.218750 Penalty: 4247.687500
	Iteration 8Q: 3 clusters Score -442902.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -442953.718750 Penalty: 4247.687500
	Iteration 9Q: 3 clusters Score -442953.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -443006.750000 Penalty: 4247.687500
	Iteration 10Q: 3 clusters Score -443006.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -443058.750000 Penalty: 4247.687500
	Iteration 11Q: 3 clusters Score -443058.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -443103.531250 Penalty: 4247.687500
	Iteration 12Q: 3 clusters Score -443103.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -443158.968750 Penalty: 4247.687500
	Iteration 13Q: 3 clusters Score -443159 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -443220.406250 Penalty: 4247.687500
	Iteration 14Q: 3 clusters Score -443220.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -443283.093750 Penalty: 4247.687500
	Iteration 15Q: 3 clusters Score -443283.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -443353.718750 Penalty: 4247.687500
	Iteration 16Q: 3 clusters Score -443353.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -443425.687500 Penalty: 4247.687500
	Iteration 17Q: 3 clusters Score -443425.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -443490.718750 Penalty: 4247.687500
	Iteration 18Q: 3 clusters Score -443490.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -443549.937500 Penalty: 4247.687500
	Iteration 19Q: 3 clusters Score -443549.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -443599.968750 Penalty: 4247.687500
	Iteration 20F: 3 clusters Score -443600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -443655.437500 Penalty: 4247.687500
	Iteration 21Q: 3 clusters Score -443655.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -443704.875000 Penalty: 4247.687500
	Iteration 22Q: 3 clusters Score -443704.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -443742.531250 Penalty: 4247.687500
	Iteration 23Q: 3 clusters Score -443742.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -443764.593750 Penalty: 4247.687500
	Iteration 24Q: 3 clusters Score -443764.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -443783.156250 Penalty: 4247.687500
	Iteration 25Q: 3 clusters Score -443783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -443804.156250 Penalty: 4247.687500
	Iteration 26Q: 3 clusters Score -443804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -443829.593750 Penalty: 4247.687500
	Iteration 27Q: 3 clusters Score -443829.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -443850.812500 Penalty: 4247.687500
	Iteration 28Q: 3 clusters Score -443850.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -443872.187500 Penalty: 4247.687500
	Iteration 29Q: 3 clusters Score -443872.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -443898.750000 Penalty: 4247.687500
	Iteration 30Q: 3 clusters Score -443898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -443917.218750 Penalty: 4247.687500
	Iteration 31Q: 3 clusters Score -443917.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -443934.468750 Penalty: 4247.687500
	Iteration 32Q: 3 clusters Score -443934.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -443950.781250 Penalty: 4247.687500
	Iteration 33Q: 3 clusters Score -443950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -443960.937500 Penalty: 4247.687500
	Iteration 34Q: 3 clusters Score -443960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -443970.500000 Penalty: 4247.687500
	Iteration 35Q: 3 clusters Score -443970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -443981.781250 Penalty: 4247.687500
	Iteration 36Q: 3 clusters Score -443981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -443987.625000 Penalty: 4247.687500
	Iteration 37Q: 3 clusters Score -443987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -443991.218750 Penalty: 4247.687500
	Iteration 38Q: 3 clusters Score -443991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -443996.468750 Penalty: 4247.687500
	Iteration 39Q: 3 clusters Score -443996.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -444000.156250 Penalty: 4247.687500
	Iteration 40F: 3 clusters Score -444000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -444003.687500 Penalty: 4247.687500
	Iteration 41Q: 3 clusters Score -444003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -444004.156250 Penalty: 4247.687500
	Iteration 42Q: 3 clusters Score -444004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -444005.375000 Penalty: 4247.687500
	Iteration 43Q: 3 clusters Score -444005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -444005.375000 Penalty: 4247.687500
	Iteration 44F: 3 clusters Score -444005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Entering Unmasked Estep 
Score: -8674667.000000 Penalty: 2802.318115
	Iteration 0F: 2 clusters Score -8674667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -8621850.000000 Penalty: 5604.636230
	Iteration 0F: 3 clusters Score -8621850 nChanged 37790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8643058.000000 Penalty: 5604.636230
	Iteration 1F: 3 clusters Score -8643058 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8643615.000000 Penalty: 5604.636230
	Iteration 2Q: 3 clusters Score -8643615 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -8644296.000000 Penalty: 5604.636230
	Iteration 3Q: 3 clusters Score -8644296 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -8645208.000000 Penalty: 5604.636230
	Iteration 4Q: 3 clusters Score -8645208 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -8646597.000000 Penalty: 5604.636230
	Iteration 5Q: 3 clusters Score -8646597 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -8648612.000000 Penalty: 5604.636230
	Iteration 6F: 3 clusters Score -8648612 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -8651208.000000 Penalty: 5604.636230
	Iteration 7F: 3 clusters Score -8651208 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -8654566.000000 Penalty: 5604.636230
	Iteration 8F: 3 clusters Score -8654566 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8658728.000000 Penalty: 5604.636230
	Iteration 9F: 3 clusters Score -8658728 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -8662942.000000 Penalty: 5604.636230
	Iteration 10F: 3 clusters Score -8662942 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -8666776.000000 Penalty: 5604.636230
	Iteration 11F: 3 clusters Score -8666776 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8669381.000000 Penalty: 5604.636230
	Iteration 12Q: 3 clusters Score -8669381 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8670867.000000 Penalty: 5604.636230
	Iteration 13Q: 3 clusters Score -8670867 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8671515.000000 Penalty: 5604.636230
	Iteration 14Q: 3 clusters Score -8671515 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8671829.000000 Penalty: 5604.636230
	Iteration 15Q: 3 clusters Score -8671829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8671960.000000 Penalty: 5604.636230
	Iteration 16Q: 3 clusters Score -8671960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8672037.000000 Penalty: 5604.636230
	Iteration 17Q: 3 clusters Score -8672037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8672110.000000 Penalty: 5604.636230
	Iteration 18Q: 3 clusters Score -8672110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8672151.000000 Penalty: 5604.636230
	Iteration 19Q: 3 clusters Score -8672151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8672175.000000 Penalty: 5604.636230
	Iteration 20F: 3 clusters Score -8672175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8672191.000000 Penalty: 5604.636230
	Iteration 21Q: 3 clusters Score -8672191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8672200.000000 Penalty: 5604.636230
	Iteration 22Q: 3 clusters Score -8672200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8672224.000000 Penalty: 5604.636230
	Iteration 23Q: 3 clusters Score -8672224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8672233.000000 Penalty: 5604.636230
	Iteration 24Q: 3 clusters Score -8672233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8672248.000000 Penalty: 5604.636230
	Iteration 25Q: 3 clusters Score -8672248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8672269.000000 Penalty: 5604.636230
	Iteration 26Q: 3 clusters Score -8672269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8672274.000000 Penalty: 5604.636230
	Iteration 27Q: 3 clusters Score -8672274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8672282.000000 Penalty: 5604.636230
	Iteration 28Q: 3 clusters Score -8672282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8672292.000000 Penalty: 5604.636230
	Iteration 29Q: 3 clusters Score -8672292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8672288.000000 Penalty: 5604.636230
	Iteration 30Q: 3 clusters Score -8672288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8672288.000000 Penalty: 5604.636230
	Iteration 31Q: 3 clusters Score -8672288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8672290.000000 Penalty: 5604.636230
	Iteration 32Q: 3 clusters Score -8672290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8672292.000000 Penalty: 5604.636230
	Iteration 33Q: 3 clusters Score -8672292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8672292.000000 Penalty: 5604.636230
	Iteration 34F: 3 clusters Score -8672292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (39448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Entering Unmasked Estep 
Score: -3159628.000000 Penalty: 2624.519287
	Iteration 0F: 2 clusters Score -3159628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3132935.750000 Penalty: 5249.038574
	Iteration 0F: 3 clusters Score -3132936 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3142718.250000 Penalty: 5249.038574
	Iteration 1F: 3 clusters Score -3142718 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3143286.500000 Penalty: 5249.038574
	Iteration 2Q: 3 clusters Score -3143286 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3143869.750000 Penalty: 5249.038574
	Iteration 3Q: 3 clusters Score -3143870 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3144461.000000 Penalty: 5249.038574
	Iteration 4Q: 3 clusters Score -3144461 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3145192.750000 Penalty: 5249.038574
	Iteration 5Q: 3 clusters Score -3145193 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3146046.000000 Penalty: 5249.038574
	Iteration 6Q: 3 clusters Score -3146046 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3147047.750000 Penalty: 5249.038574
	Iteration 7Q: 3 clusters Score -3147048 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3148456.500000 Penalty: 5249.038574
	Iteration 8F: 3 clusters Score -3148456 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3150137.250000 Penalty: 5249.038574
	Iteration 9F: 3 clusters Score -3150137 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3151781.250000 Penalty: 5249.038574
	Iteration 10F: 3 clusters Score -3151781 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3153057.250000 Penalty: 5249.038574
	Iteration 11F: 3 clusters Score -3153057 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -3153871.000000 Penalty: 5249.038574
	Iteration 12Q: 3 clusters Score -3153871 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3154302.000000 Penalty: 5249.038574
	Iteration 13Q: 3 clusters Score -3154302 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3154509.250000 Penalty: 5249.038574
	Iteration 14Q: 3 clusters Score -3154509 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3154652.000000 Penalty: 5249.038574
	Iteration 15Q: 3 clusters Score -3154652 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3154756.000000 Penalty: 5249.038574
	Iteration 16Q: 3 clusters Score -3154756 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3154822.250000 Penalty: 5249.038574
	Iteration 17Q: 3 clusters Score -3154822 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3154916.500000 Penalty: 5249.038574
	Iteration 18Q: 3 clusters Score -3154916 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3155012.500000 Penalty: 5249.038574
	Iteration 19Q: 3 clusters Score -3155012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3155089.500000 Penalty: 5249.038574
	Iteration 20F: 3 clusters Score -3155090 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3155175.000000 Penalty: 5249.038574
	Iteration 21Q: 3 clusters Score -3155175 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3155250.500000 Penalty: 5249.038574
	Iteration 22Q: 3 clusters Score -3155250 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3155361.500000 Penalty: 5249.038574
	Iteration 23Q: 3 clusters Score -3155362 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3155446.000000 Penalty: 5249.038574
	Iteration 24Q: 3 clusters Score -3155446 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3155564.750000 Penalty: 5249.038574
	Iteration 25Q: 3 clusters Score -3155565 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3155675.000000 Penalty: 5249.038574
	Iteration 26Q: 3 clusters Score -3155675 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3155804.000000 Penalty: 5249.038574
	Iteration 27Q: 3 clusters Score -3155804 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3155940.500000 Penalty: 5249.038574
	Iteration 28Q: 3 clusters Score -3155940 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3156050.250000 Penalty: 5249.038574
	Iteration 29Q: 3 clusters Score -3156050 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3156133.250000 Penalty: 5249.038574
	Iteration 30Q: 3 clusters Score -3156133 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3156221.000000 Penalty: 5249.038574
	Iteration 31Q: 3 clusters Score -3156221 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3156289.500000 Penalty: 5249.038574
	Iteration 32Q: 3 clusters Score -3156290 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3156357.250000 Penalty: 5249.038574
	Iteration 33Q: 3 clusters Score -3156357 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3156414.750000 Penalty: 5249.038574
	Iteration 34Q: 3 clusters Score -3156415 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3156451.500000 Penalty: 5249.038574
	Iteration 35Q: 3 clusters Score -3156452 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3156494.750000 Penalty: 5249.038574
	Iteration 36Q: 3 clusters Score -3156495 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3156527.750000 Penalty: 5249.038574
	Iteration 37Q: 3 clusters Score -3156528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3156567.750000 Penalty: 5249.038574
	Iteration 38Q: 3 clusters Score -3156568 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3156591.500000 Penalty: 5249.038574
	Iteration 39Q: 3 clusters Score -3156592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3156614.250000 Penalty: 5249.038574
	Iteration 40F: 3 clusters Score -3156614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3156630.750000 Penalty: 5249.038574
	Iteration 41Q: 3 clusters Score -3156631 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3156644.500000 Penalty: 5249.038574
	Iteration 42Q: 3 clusters Score -3156644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3156654.500000 Penalty: 5249.038574
	Iteration 43Q: 3 clusters Score -3156654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3156674.250000 Penalty: 5249.038574
	Iteration 44Q: 3 clusters Score -3156674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3156683.500000 Penalty: 5249.038574
	Iteration 45Q: 3 clusters Score -3156684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3156701.750000 Penalty: 5249.038574
	Iteration 46Q: 3 clusters Score -3156702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3156716.250000 Penalty: 5249.038574
	Iteration 47Q: 3 clusters Score -3156716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3156721.250000 Penalty: 5249.038574
	Iteration 48Q: 3 clusters Score -3156721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3156715.250000 Penalty: 5249.038574
	Iteration 49Q: 3 clusters Score -3156715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3156725.250000 Penalty: 5249.038574
	Iteration 50Q: 3 clusters Score -3156725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3156730.250000 Penalty: 5249.038574
	Iteration 51Q: 3 clusters Score -3156730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3156740.500000 Penalty: 5249.038574
	Iteration 52Q: 3 clusters Score -3156740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3156746.250000 Penalty: 5249.038574
	Iteration 53Q: 3 clusters Score -3156746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3156762.250000 Penalty: 5249.038574
	Iteration 54Q: 3 clusters Score -3156762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3156772.250000 Penalty: 5249.038574
	Iteration 55Q: 3 clusters Score -3156772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3156783.000000 Penalty: 5249.038574
	Iteration 56Q: 3 clusters Score -3156783 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3156785.750000 Penalty: 5249.038574
	Iteration 57Q: 3 clusters Score -3156786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3156799.250000 Penalty: 5249.038574
	Iteration 58Q: 3 clusters Score -3156799 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3156810.500000 Penalty: 5249.038574
	Iteration 59Q: 3 clusters Score -3156810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3156813.750000 Penalty: 5249.038574
	Iteration 60F: 3 clusters Score -3156814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3156822.500000 Penalty: 5249.038574
	Iteration 61Q: 3 clusters Score -3156822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3156827.000000 Penalty: 5249.038574
	Iteration 62Q: 3 clusters Score -3156827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3156849.250000 Penalty: 5249.038574
	Iteration 63Q: 3 clusters Score -3156849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3156836.750000 Penalty: 5249.038574
	Iteration 64Q: 3 clusters Score -3156837 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3156869.250000 Penalty: 5249.038574
	Iteration 65Q: 3 clusters Score -3156869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3156872.500000 Penalty: 5249.038574
	Iteration 66Q: 3 clusters Score -3156872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3156882.750000 Penalty: 5249.038574
	Iteration 67Q: 3 clusters Score -3156883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3156888.000000 Penalty: 5249.038574
	Iteration 68Q: 3 clusters Score -3156888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3156880.250000 Penalty: 5249.038574
	Iteration 69Q: 3 clusters Score -3156880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3156888.750000 Penalty: 5249.038574
	Iteration 70Q: 3 clusters Score -3156889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3156899.000000 Penalty: 5249.038574
	Iteration 71Q: 3 clusters Score -3156899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3156897.000000 Penalty: 5249.038574
	Iteration 72Q: 3 clusters Score -3156897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3156903.000000 Penalty: 5249.038574
	Iteration 73Q: 3 clusters Score -3156903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3156919.000000 Penalty: 5249.038574
	Iteration 74Q: 3 clusters Score -3156919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3156921.750000 Penalty: 5249.038574
	Iteration 75Q: 3 clusters Score -3156922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3156916.500000 Penalty: 5249.038574
	Iteration 76Q: 3 clusters Score -3156916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3156920.000000 Penalty: 5249.038574
	Iteration 77Q: 3 clusters Score -3156920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3156923.000000 Penalty: 5249.038574
	Iteration 78Q: 3 clusters Score -3156923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3156931.500000 Penalty: 5249.038574
	Iteration 79Q: 3 clusters Score -3156932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3156929.750000 Penalty: 5249.038574
	Iteration 80F: 3 clusters Score -3156930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3156934.250000 Penalty: 5249.038574
	Iteration 81Q: 3 clusters Score -3156934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3156936.000000 Penalty: 5249.038574
	Iteration 82Q: 3 clusters Score -3156936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3156932.750000 Penalty: 5249.038574
	Iteration 83Q: 3 clusters Score -3156933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3156939.000000 Penalty: 5249.038574
	Iteration 84Q: 3 clusters Score -3156939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3156943.500000 Penalty: 5249.038574
	Iteration 85Q: 3 clusters Score -3156944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3156948.250000 Penalty: 5249.038574
	Iteration 86Q: 3 clusters Score -3156948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3156953.500000 Penalty: 5249.038574
	Iteration 87Q: 3 clusters Score -3156954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3156957.750000 Penalty: 5249.038574
	Iteration 88Q: 3 clusters Score -3156958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3156957.250000 Penalty: 5249.038574
	Iteration 89Q: 3 clusters Score -3156957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3156962.250000 Penalty: 5249.038574
	Iteration 90Q: 3 clusters Score -3156962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3156960.000000 Penalty: 5249.038574
	Iteration 91Q: 3 clusters Score -3156960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3156967.250000 Penalty: 5249.038574
	Iteration 92Q: 3 clusters Score -3156967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3156963.750000 Penalty: 5249.038574
	Iteration 93Q: 3 clusters Score -3156964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3156969.500000 Penalty: 5249.038574
	Iteration 94Q: 3 clusters Score -3156970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -3156968.250000 Penalty: 5249.038574
	Iteration 95Q: 3 clusters Score -3156968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3156973.750000 Penalty: 5249.038574
	Iteration 96Q: 3 clusters Score -3156974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3156973.750000 Penalty: 5249.038574
	Iteration 97Q: 3 clusters Score -3156974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3156979.000000 Penalty: 5249.038574
	Iteration 98Q: 3 clusters Score -3156979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3156976.500000 Penalty: 5249.038574
	Iteration 99Q: 3 clusters Score -3156976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3156975.500000 Penalty: 5249.038574
	Iteration 100F: 3 clusters Score -3156976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3156975.000000 Penalty: 5249.038574
	Iteration 101Q: 3 clusters Score -3156975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3156975.000000 Penalty: 5249.038574
	Iteration 102Q: 3 clusters Score -3156975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3156986.500000 Penalty: 5249.038574
	Iteration 103Q: 3 clusters Score -3156986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3156989.750000 Penalty: 5249.038574
	Iteration 104Q: 3 clusters Score -3156990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3156986.250000 Penalty: 5249.038574
	Iteration 105Q: 3 clusters Score -3156986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3156979.750000 Penalty: 5249.038574
	Iteration 106Q: 3 clusters Score -3156980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3156981.000000 Penalty: 5249.038574
	Iteration 107Q: 3 clusters Score -3156981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3156985.000000 Penalty: 5249.038574
	Iteration 108Q: 3 clusters Score -3156985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3156983.750000 Penalty: 5249.038574
	Iteration 109Q: 3 clusters Score -3156984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3156986.750000 Penalty: 5249.038574
	Iteration 110Q: 3 clusters Score -3156987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3156984.500000 Penalty: 5249.038574
	Iteration 111Q: 3 clusters Score -3156984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3156984.000000 Penalty: 5249.038574
	Iteration 112Q: 3 clusters Score -3156984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3156988.750000 Penalty: 5249.038574
	Iteration 113Q: 3 clusters Score -3156989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3156991.750000 Penalty: 5249.038574
	Iteration 114Q: 3 clusters Score -3156992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3156990.750000 Penalty: 5249.038574
	Iteration 115Q: 3 clusters Score -3156991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3156989.750000 Penalty: 5249.038574
	Iteration 116Q: 3 clusters Score -3156990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3156990.500000 Penalty: 5249.038574
	Iteration 117Q: 3 clusters Score -3156990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3156987.000000 Penalty: 5249.038574
	Iteration 118Q: 3 clusters Score -3156987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3156987.000000 Penalty: 5249.038574
	Iteration 119F: 3 clusters Score -3156987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -632370.125000 Penalty: 2234.039551
	Iteration 0F: 2 clusters Score -632370.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -625930.250000 Penalty: 4468.079102
	Iteration 0F: 3 clusters Score -625930.2 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -627794.875000 Penalty: 4468.079102
	Iteration 1F: 3 clusters Score -627794.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -628263.687500 Penalty: 4468.079102
	Iteration 2F: 3 clusters Score -628263.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -628697.687500 Penalty: 4468.079102
	Iteration 3F: 3 clusters Score -628697.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -629086.125000 Penalty: 4468.079102
	Iteration 4F: 3 clusters Score -629086.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -629474.062500 Penalty: 4468.079102
	Iteration 5F: 3 clusters Score -629474.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -629842.062500 Penalty: 4468.079102
	Iteration 6F: 3 clusters Score -629842.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -630090.750000 Penalty: 4468.079102
	Iteration 7Q: 3 clusters Score -630090.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -630291.187500 Penalty: 4468.079102
	Iteration 8Q: 3 clusters Score -630291.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -630479.812500 Penalty: 4468.079102
	Iteration 9Q: 3 clusters Score -630479.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -630651.812500 Penalty: 4468.079102
	Iteration 10Q: 3 clusters Score -630651.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -630825.312500 Penalty: 4468.079102
	Iteration 11Q: 3 clusters Score -630825.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -630998.750000 Penalty: 4468.079102
	Iteration 12Q: 3 clusters Score -630998.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -631156.000000 Penalty: 4468.079102
	Iteration 13Q: 3 clusters Score -631156 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -631364.062500 Penalty: 4468.079102
	Iteration 14Q: 3 clusters Score -631364.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -631486.937500 Penalty: 4468.079102
	Iteration 15Q: 3 clusters Score -631486.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -631588.687500 Penalty: 4468.079102
	Iteration 16Q: 3 clusters Score -631588.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -631645.187500 Penalty: 4468.079102
	Iteration 17Q: 3 clusters Score -631645.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -631692.562500 Penalty: 4468.079102
	Iteration 18Q: 3 clusters Score -631692.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -631742.250000 Penalty: 4468.079102
	Iteration 19Q: 3 clusters Score -631742.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -631798.812500 Penalty: 4468.079102
	Iteration 20F: 3 clusters Score -631798.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -631909.062500 Penalty: 4468.079102
	Iteration 21Q: 3 clusters Score -631909.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -632122.437500 Penalty: 4468.079102
	Iteration 22Q: 3 clusters Score -632122.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -632569.500000 Penalty: 4468.079102
	Iteration 23Q: 3 clusters Score -632569.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -632910.187500 Penalty: 4468.079102
	Iteration 24Q: 3 clusters Score -632910.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -632998.500000 Penalty: 4468.079102
	Iteration 25Q: 3 clusters Score -632998.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -633027.625000 Penalty: 4468.079102
	Iteration 26Q: 3 clusters Score -633027.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -633047.250000 Penalty: 4468.079102
	Iteration 27Q: 3 clusters Score -633047.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -633070.500000 Penalty: 4468.079102
	Iteration 28Q: 3 clusters Score -633070.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -633093.687500 Penalty: 4468.079102
	Iteration 29Q: 3 clusters Score -633093.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -633117.562500 Penalty: 4468.079102
	Iteration 30Q: 3 clusters Score -633117.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -633143.437500 Penalty: 4468.079102
	Iteration 31Q: 3 clusters Score -633143.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -633180.312500 Penalty: 4468.079102
	Iteration 32Q: 3 clusters Score -633180.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -633222.812500 Penalty: 4468.079102
	Iteration 33Q: 3 clusters Score -633222.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -633270.687500 Penalty: 4468.079102
	Iteration 34Q: 3 clusters Score -633270.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -633328.625000 Penalty: 4468.079102
	Iteration 35Q: 3 clusters Score -633328.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -633411.625000 Penalty: 4468.079102
	Iteration 36Q: 3 clusters Score -633411.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -633534.312500 Penalty: 4468.079102
	Iteration 37Q: 3 clusters Score -633534.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -633742.062500 Penalty: 4468.079102
	Iteration 38Q: 3 clusters Score -633742.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -634157.750000 Penalty: 4468.079102
	Iteration 39Q: 3 clusters Score -634157.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -634868.000000 Penalty: 4468.079102
	Iteration 40F: 3 clusters Score -634868 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -635496.687500 Penalty: 4468.079102
	Iteration 41Q: 3 clusters Score -635496.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -635610.562500 Penalty: 4468.079102
	Iteration 42Q: 3 clusters Score -635610.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -635631.687500 Penalty: 4468.079102
	Iteration 43Q: 3 clusters Score -635631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -635632.125000 Penalty: 4468.079102
	Iteration 44Q: 3 clusters Score -635632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -635631.687500 Penalty: 4468.079102
	Iteration 45Q: 3 clusters Score -635631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -635631.687500 Penalty: 4468.079102
	Iteration 46F: 3 clusters Score -635631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Entering Unmasked Estep 
Score: -150774432.000000 Penalty: 246271.468750
Splitting cluster 38 changes total score from -150771056.000000 to -150774432.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 39 (35326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Entering Unmasked Estep 
Score: -2780560.750000 Penalty: 2597.148926
	Iteration 0F: 2 clusters Score -2780561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2756429.000000 Penalty: 5194.297852
	Iteration 0F: 3 clusters Score -2756429 nChanged 16070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2765165.500000 Penalty: 5194.297852
	Iteration 1F: 3 clusters Score -2765166 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2765619.250000 Penalty: 5194.297852
	Iteration 2Q: 3 clusters Score -2765619 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2766074.750000 Penalty: 5194.297852
	Iteration 3Q: 3 clusters Score -2766075 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2766534.250000 Penalty: 5194.297852
	Iteration 4Q: 3 clusters Score -2766534 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2767103.000000 Penalty: 5194.297852
	Iteration 5Q: 3 clusters Score -2767103 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2767779.500000 Penalty: 5194.297852
	Iteration 6Q: 3 clusters Score -2767780 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2768610.500000 Penalty: 5194.297852
	Iteration 7Q: 3 clusters Score -2768610 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2769598.250000 Penalty: 5194.297852
	Iteration 8F: 3 clusters Score -2769598 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2770744.750000 Penalty: 5194.297852
	Iteration 9F: 3 clusters Score -2770745 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2771985.500000 Penalty: 5194.297852
	Iteration 10F: 3 clusters Score -2771986 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2773242.250000 Penalty: 5194.297852
	Iteration 11F: 3 clusters Score -2773242 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2774305.250000 Penalty: 5194.297852
	Iteration 12Q: 3 clusters Score -2774305 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2775131.500000 Penalty: 5194.297852
	Iteration 13Q: 3 clusters Score -2775132 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2775722.500000 Penalty: 5194.297852
	Iteration 14Q: 3 clusters Score -2775722 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2776174.250000 Penalty: 5194.297852
	Iteration 15Q: 3 clusters Score -2776174 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2776542.000000 Penalty: 5194.297852
	Iteration 16Q: 3 clusters Score -2776542 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2776825.750000 Penalty: 5194.297852
	Iteration 17Q: 3 clusters Score -2776826 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2777046.250000 Penalty: 5194.297852
	Iteration 18Q: 3 clusters Score -2777046 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -2777300.750000 Penalty: 5194.297852
	Iteration 19Q: 3 clusters Score -2777301 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -2777499.250000 Penalty: 5194.297852
	Iteration 20F: 3 clusters Score -2777499 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2777685.750000 Penalty: 5194.297852
	Iteration 21Q: 3 clusters Score -2777686 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -2777894.750000 Penalty: 5194.297852
	Iteration 22Q: 3 clusters Score -2777895 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -2778063.250000 Penalty: 5194.297852
	Iteration 23Q: 3 clusters Score -2778063 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -2778219.750000 Penalty: 5194.297852
	Iteration 24Q: 3 clusters Score -2778220 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -2778350.500000 Penalty: 5194.297852
	Iteration 25Q: 3 clusters Score -2778350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -2778469.250000 Penalty: 5194.297852
	Iteration 26Q: 3 clusters Score -2778469 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -2778587.250000 Penalty: 5194.297852
	Iteration 27Q: 3 clusters Score -2778587 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -2778673.000000 Penalty: 5194.297852
	Iteration 28Q: 3 clusters Score -2778673 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2778730.500000 Penalty: 5194.297852
	Iteration 29Q: 3 clusters Score -2778730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -2778776.000000 Penalty: 5194.297852
	Iteration 30Q: 3 clusters Score -2778776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -2778818.750000 Penalty: 5194.297852
	Iteration 31Q: 3 clusters Score -2778819 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -2778854.750000 Penalty: 5194.297852
	Iteration 32Q: 3 clusters Score -2778855 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -2778881.500000 Penalty: 5194.297852
	Iteration 33Q: 3 clusters Score -2778882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -2778915.250000 Penalty: 5194.297852
	Iteration 34Q: 3 clusters Score -2778915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -2778929.750000 Penalty: 5194.297852
	Iteration 35Q: 3 clusters Score -2778930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -2778949.250000 Penalty: 5194.297852
	Iteration 36Q: 3 clusters Score -2778949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -2778968.500000 Penalty: 5194.297852
	Iteration 37Q: 3 clusters Score -2778968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -2778991.750000 Penalty: 5194.297852
	Iteration 38Q: 3 clusters Score -2778992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -2779013.250000 Penalty: 5194.297852
	Iteration 39Q: 3 clusters Score -2779013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -2779021.000000 Penalty: 5194.297852
	Iteration 40F: 3 clusters Score -2779021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -2779027.500000 Penalty: 5194.297852
	Iteration 41Q: 3 clusters Score -2779028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -2779044.500000 Penalty: 5194.297852
	Iteration 42Q: 3 clusters Score -2779044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -2779049.500000 Penalty: 5194.297852
	Iteration 43Q: 3 clusters Score -2779050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -2779054.750000 Penalty: 5194.297852
	Iteration 44Q: 3 clusters Score -2779055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -2779060.750000 Penalty: 5194.297852
	Iteration 45Q: 3 clusters Score -2779061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -2779068.000000 Penalty: 5194.297852
	Iteration 46Q: 3 clusters Score -2779068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2779075.500000 Penalty: 5194.297852
	Iteration 47Q: 3 clusters Score -2779076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -2779083.500000 Penalty: 5194.297852
	Iteration 48Q: 3 clusters Score -2779084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -2779078.750000 Penalty: 5194.297852
	Iteration 49Q: 3 clusters Score -2779079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -2779085.000000 Penalty: 5194.297852
	Iteration 50Q: 3 clusters Score -2779085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -2779094.500000 Penalty: 5194.297852
	Iteration 51Q: 3 clusters Score -2779094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -2779092.750000 Penalty: 5194.297852
	Iteration 52Q: 3 clusters Score -2779093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -2779098.500000 Penalty: 5194.297852
	Iteration 53Q: 3 clusters Score -2779098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -2779094.250000 Penalty: 5194.297852
	Iteration 54Q: 3 clusters Score -2779094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -2779100.250000 Penalty: 5194.297852
	Iteration 55Q: 3 clusters Score -2779100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -2779095.750000 Penalty: 5194.297852
	Iteration 56Q: 3 clusters Score -2779096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -2779095.250000 Penalty: 5194.297852
	Iteration 57Q: 3 clusters Score -2779095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -2779096.000000 Penalty: 5194.297852
	Iteration 58Q: 3 clusters Score -2779096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -2779099.750000 Penalty: 5194.297852
	Iteration 59Q: 3 clusters Score -2779100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -2779099.750000 Penalty: 5194.297852
	Iteration 60F: 3 clusters Score -2779100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -224440.921875 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -224440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -221107.140625 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -221107.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -221828.890625 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -221828.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -222039.859375 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -222039.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -222179.250000 Penalty: 3984.211914
	Iteration 3F: 3 clusters Score -222179.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -222290.515625 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -222290.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -222377.718750 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -222377.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -222456.125000 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -222456.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -222532.171875 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -222532.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222619.031250 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -222619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -222729.250000 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -222729.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -222840.984375 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -222841 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -222925.000000 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -222925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222991.562500 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -222991.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223039.593750 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -223039.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -223078.640625 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -223078.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -223107.562500 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -223107.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223135.718750 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -223135.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -223162.328125 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -223162.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -223175.906250 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -223175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -223184.656250 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -223184.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223194.843750 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -223194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223203.609375 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -223203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -223213.140625 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -223213.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -223227.546875 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -223227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -223239.296875 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -223239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -223246.656250 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -223246.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -223249.828125 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -223249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223251.343750 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -223251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223251.500000 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -223251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223251.500000 Penalty: 3984.211914
	Iteration 29F: 3 clusters Score -223251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -234320.140625 Penalty: 2019.159546
	Iteration 0F: 2 clusters Score -234320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -230703.546875 Penalty: 4038.319092
	Iteration 0F: 3 clusters Score -230703.5 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -231633.453125 Penalty: 4038.319092
	Iteration 1F: 3 clusters Score -231633.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -231883.125000 Penalty: 4038.319092
	Iteration 2F: 3 clusters Score -231883.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -232021.921875 Penalty: 4038.319092
	Iteration 3F: 3 clusters Score -232021.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -232147.640625 Penalty: 4038.319092
	Iteration 4Q: 3 clusters Score -232147.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -232276.156250 Penalty: 4038.319092
	Iteration 5Q: 3 clusters Score -232276.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -232390.453125 Penalty: 4038.319092
	Iteration 6Q: 3 clusters Score -232390.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -232506.109375 Penalty: 4038.319092
	Iteration 7Q: 3 clusters Score -232506.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -232639.500000 Penalty: 4038.319092
	Iteration 8Q: 3 clusters Score -232639.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -232740.859375 Penalty: 4038.319092
	Iteration 9Q: 3 clusters Score -232740.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -232839.828125 Penalty: 4038.319092
	Iteration 10Q: 3 clusters Score -232839.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -232920.453125 Penalty: 4038.319092
	Iteration 11Q: 3 clusters Score -232920.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -232980.515625 Penalty: 4038.319092
	Iteration 12Q: 3 clusters Score -232980.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -233028.734375 Penalty: 4038.319092
	Iteration 13Q: 3 clusters Score -233028.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -233074.906250 Penalty: 4038.319092
	Iteration 14Q: 3 clusters Score -233074.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -233114.296875 Penalty: 4038.319092
	Iteration 15Q: 3 clusters Score -233114.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -233149.687500 Penalty: 4038.319092
	Iteration 16Q: 3 clusters Score -233149.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -233181.375000 Penalty: 4038.319092
	Iteration 17Q: 3 clusters Score -233181.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -233203.140625 Penalty: 4038.319092
	Iteration 18Q: 3 clusters Score -233203.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -233222.531250 Penalty: 4038.319092
	Iteration 19Q: 3 clusters Score -233222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -233238.062500 Penalty: 4038.319092
	Iteration 20F: 3 clusters Score -233238.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -233250.703125 Penalty: 4038.319092
	Iteration 21Q: 3 clusters Score -233250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -233264.312500 Penalty: 4038.319092
	Iteration 22Q: 3 clusters Score -233264.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -233274.406250 Penalty: 4038.319092
	Iteration 23Q: 3 clusters Score -233274.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -233284.546875 Penalty: 4038.319092
	Iteration 24Q: 3 clusters Score -233284.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -233291.765625 Penalty: 4038.319092
	Iteration 25Q: 3 clusters Score -233291.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -233298.031250 Penalty: 4038.319092
	Iteration 26Q: 3 clusters Score -233298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -233306.578125 Penalty: 4038.319092
	Iteration 27Q: 3 clusters Score -233306.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -233315.781250 Penalty: 4038.319092
	Iteration 28Q: 3 clusters Score -233315.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -233331.906250 Penalty: 4038.319092
	Iteration 29Q: 3 clusters Score -233331.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -233346.625000 Penalty: 4038.319092
	Iteration 30Q: 3 clusters Score -233346.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233365.375000 Penalty: 4038.319092
	Iteration 31Q: 3 clusters Score -233365.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -233379.578125 Penalty: 4038.319092
	Iteration 32Q: 3 clusters Score -233379.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -233405.046875 Penalty: 4038.319092
	Iteration 33Q: 3 clusters Score -233405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -233428.656250 Penalty: 4038.319092
	Iteration 34Q: 3 clusters Score -233428.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -233448.421875 Penalty: 4038.319092
	Iteration 35Q: 3 clusters Score -233448.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -233467.125000 Penalty: 4038.319092
	Iteration 36Q: 3 clusters Score -233467.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -233480.171875 Penalty: 4038.319092
	Iteration 37Q: 3 clusters Score -233480.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -233493.031250 Penalty: 4038.319092
	Iteration 38Q: 3 clusters Score -233493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -233499.000000 Penalty: 4038.319092
	Iteration 39Q: 3 clusters Score -233499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -233507.250000 Penalty: 4038.319092
	Iteration 40F: 3 clusters Score -233507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -233510.812500 Penalty: 4038.319092
	Iteration 41Q: 3 clusters Score -233510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -233513.328125 Penalty: 4038.319092
	Iteration 42Q: 3 clusters Score -233513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -233515.515625 Penalty: 4038.319092
	Iteration 43Q: 3 clusters Score -233515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -233516.156250 Penalty: 4038.319092
	Iteration 44Q: 3 clusters Score -233516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -233516.156250 Penalty: 4038.319092
	Iteration 45F: 3 clusters Score -233516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Entering Unmasked Estep 
Score: -849440.062500 Penalty: 2309.576172
	Iteration 0F: 2 clusters Score -849440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -841102.375000 Penalty: 4619.152344
	Iteration 0F: 3 clusters Score -841102.4 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -843707.562500 Penalty: 4619.152344
	Iteration 1F: 3 clusters Score -843707.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -844197.250000 Penalty: 4619.152344
	Iteration 2F: 3 clusters Score -844197.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -844639.000000 Penalty: 4619.152344
	Iteration 3F: 3 clusters Score -844639 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -845185.562500 Penalty: 4619.152344
	Iteration 4F: 3 clusters Score -845185.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -845949.562500 Penalty: 4619.152344
	Iteration 5F: 3 clusters Score -845949.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -847169.500000 Penalty: 4619.152344
	Iteration 6F: 3 clusters Score -847169.5 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -849018.875000 Penalty: 4619.152344
	Iteration 7F: 3 clusters Score -849018.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -851429.500000 Penalty: 4619.152344
	Iteration 8F: 3 clusters Score -851429.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -853016.250000 Penalty: 4619.152344
	Iteration 9F: 3 clusters Score -853016.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -853294.937500 Penalty: 4619.152344
	Iteration 10Q: 3 clusters Score -853294.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -853329.937500 Penalty: 4619.152344
	Iteration 11Q: 3 clusters Score -853329.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -853339.562500 Penalty: 4619.152344
	Iteration 12Q: 3 clusters Score -853339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -853342.000000 Penalty: 4619.152344
	Iteration 13Q: 3 clusters Score -853342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -853344.000000 Penalty: 4619.152344
	Iteration 14Q: 3 clusters Score -853344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -853345.375000 Penalty: 4619.152344
	Iteration 15Q: 3 clusters Score -853345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -853347.375000 Penalty: 4619.152344
	Iteration 16Q: 3 clusters Score -853347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -853348.062500 Penalty: 4619.152344
	Iteration 17Q: 3 clusters Score -853348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -853348.062500 Penalty: 4619.152344
	Iteration 18F: 3 clusters Score -853348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5186 members 
Entering Unmasked Estep 
Score: -150777712.000000 Penalty: 249840.625000
Splitting cluster 42 changes total score from -150771056.000000 to -150777712.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 43 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -481371.656250 Penalty: 2174.799316
	Iteration 0F: 2 clusters Score -481371.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -475988.781250 Penalty: 4349.598633
	Iteration 0F: 3 clusters Score -475988.8 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -477671.781250 Penalty: 4349.598633
	Iteration 1F: 3 clusters Score -477671.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -478211.500000 Penalty: 4349.598633
	Iteration 2F: 3 clusters Score -478211.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -478680.156250 Penalty: 4349.598633
	Iteration 3F: 3 clusters Score -478680.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -479038.906250 Penalty: 4349.598633
	Iteration 4F: 3 clusters Score -479038.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -479318.281250 Penalty: 4349.598633
	Iteration 5F: 3 clusters Score -479318.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -479537.781250 Penalty: 4349.598633
	Iteration 6Q: 3 clusters Score -479537.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -479704.593750 Penalty: 4349.598633
	Iteration 7Q: 3 clusters Score -479704.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -479834.812500 Penalty: 4349.598633
	Iteration 8Q: 3 clusters Score -479834.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -479932.093750 Penalty: 4349.598633
	Iteration 9Q: 3 clusters Score -479932.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -480020.187500 Penalty: 4349.598633
	Iteration 10Q: 3 clusters Score -480020.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -480084.125000 Penalty: 4349.598633
	Iteration 11Q: 3 clusters Score -480084.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -480142.437500 Penalty: 4349.598633
	Iteration 12Q: 3 clusters Score -480142.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -480199.156250 Penalty: 4349.598633
	Iteration 13Q: 3 clusters Score -480199.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -480237.031250 Penalty: 4349.598633
	Iteration 14Q: 3 clusters Score -480237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -480259.218750 Penalty: 4349.598633
	Iteration 15Q: 3 clusters Score -480259.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -480276.375000 Penalty: 4349.598633
	Iteration 16Q: 3 clusters Score -480276.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -480287.718750 Penalty: 4349.598633
	Iteration 17Q: 3 clusters Score -480287.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -480296.437500 Penalty: 4349.598633
	Iteration 18Q: 3 clusters Score -480296.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -480303.562500 Penalty: 4349.598633
	Iteration 19Q: 3 clusters Score -480303.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -480311.843750 Penalty: 4349.598633
	Iteration 20F: 3 clusters Score -480311.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -480317.531250 Penalty: 4349.598633
	Iteration 21Q: 3 clusters Score -480317.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -480322.343750 Penalty: 4349.598633
	Iteration 22Q: 3 clusters Score -480322.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -480327.000000 Penalty: 4349.598633
	Iteration 23Q: 3 clusters Score -480327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -480332.843750 Penalty: 4349.598633
	Iteration 24Q: 3 clusters Score -480332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -480337.906250 Penalty: 4349.598633
	Iteration 25Q: 3 clusters Score -480337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -480343.750000 Penalty: 4349.598633
	Iteration 26Q: 3 clusters Score -480343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -480354.187500 Penalty: 4349.598633
	Iteration 27Q: 3 clusters Score -480354.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -480366.531250 Penalty: 4349.598633
	Iteration 28Q: 3 clusters Score -480366.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -480377.093750 Penalty: 4349.598633
	Iteration 29Q: 3 clusters Score -480377.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -480384.750000 Penalty: 4349.598633
	Iteration 30Q: 3 clusters Score -480384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -480389.625000 Penalty: 4349.598633
	Iteration 31Q: 3 clusters Score -480389.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -480394.437500 Penalty: 4349.598633
	Iteration 32Q: 3 clusters Score -480394.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -480400.531250 Penalty: 4349.598633
	Iteration 33Q: 3 clusters Score -480400.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -480404.156250 Penalty: 4349.598633
	Iteration 34Q: 3 clusters Score -480404.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -480418.875000 Penalty: 4349.598633
	Iteration 35Q: 3 clusters Score -480418.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -480430.000000 Penalty: 4349.598633
	Iteration 36Q: 3 clusters Score -480430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -480443.312500 Penalty: 4349.598633
	Iteration 37Q: 3 clusters Score -480443.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -480454.750000 Penalty: 4349.598633
	Iteration 38Q: 3 clusters Score -480454.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -480466.281250 Penalty: 4349.598633
	Iteration 39Q: 3 clusters Score -480466.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -480474.593750 Penalty: 4349.598633
	Iteration 40F: 3 clusters Score -480474.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -480484.625000 Penalty: 4349.598633
	Iteration 41Q: 3 clusters Score -480484.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -480493.406250 Penalty: 4349.598633
	Iteration 42Q: 3 clusters Score -480493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -480500.281250 Penalty: 4349.598633
	Iteration 43Q: 3 clusters Score -480500.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -480505.875000 Penalty: 4349.598633
	Iteration 44Q: 3 clusters Score -480505.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -480509.906250 Penalty: 4349.598633
	Iteration 45Q: 3 clusters Score -480509.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -480514.375000 Penalty: 4349.598633
	Iteration 46Q: 3 clusters Score -480514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -480517.593750 Penalty: 4349.598633
	Iteration 47Q: 3 clusters Score -480517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -480523.031250 Penalty: 4349.598633
	Iteration 48Q: 3 clusters Score -480523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -480528.593750 Penalty: 4349.598633
	Iteration 49Q: 3 clusters Score -480528.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -480534.031250 Penalty: 4349.598633
	Iteration 50Q: 3 clusters Score -480534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -480539.812500 Penalty: 4349.598633
	Iteration 51Q: 3 clusters Score -480539.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -480548.156250 Penalty: 4349.598633
	Iteration 52Q: 3 clusters Score -480548.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -480556.218750 Penalty: 4349.598633
	Iteration 53Q: 3 clusters Score -480556.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -480566.500000 Penalty: 4349.598633
	Iteration 54Q: 3 clusters Score -480566.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -480583.406250 Penalty: 4349.598633
	Iteration 55Q: 3 clusters Score -480583.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -480601.500000 Penalty: 4349.598633
	Iteration 56Q: 3 clusters Score -480601.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -480618.406250 Penalty: 4349.598633
	Iteration 57Q: 3 clusters Score -480618.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -480636.781250 Penalty: 4349.598633
	Iteration 58Q: 3 clusters Score -480636.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -480664.250000 Penalty: 4349.598633
	Iteration 59Q: 3 clusters Score -480664.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -480694.125000 Penalty: 4349.598633
	Iteration 60F: 3 clusters Score -480694.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -480718.156250 Penalty: 4349.598633
	Iteration 61Q: 3 clusters Score -480718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -480731.031250 Penalty: 4349.598633
	Iteration 62Q: 3 clusters Score -480731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -480736.000000 Penalty: 4349.598633
	Iteration 63Q: 3 clusters Score -480736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -480738.312500 Penalty: 4349.598633
	Iteration 64Q: 3 clusters Score -480738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -480738.968750 Penalty: 4349.598633
	Iteration 65Q: 3 clusters Score -480739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -480739.125000 Penalty: 4349.598633
	Iteration 66Q: 3 clusters Score -480739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -480740.437500 Penalty: 4349.598633
	Iteration 67Q: 3 clusters Score -480740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -480740.750000 Penalty: 4349.598633
	Iteration 68Q: 3 clusters Score -480740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -480740.750000 Penalty: 4349.598633
	Iteration 69F: 3 clusters Score -480740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -67225.710938 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -67225.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -65262.601562 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -65262.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65628.835938 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -65628.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -65773.093750 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -65773.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65864.140625 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -65864.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -65925.023438 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -65925.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -65973.898438 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -65973.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66011.195312 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -66011.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -66038.453125 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -66038.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66054.992188 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -66054.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -66072.437500 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -66072.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -66081.929688 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -66081.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -66090.054688 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -66090.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66094.398438 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -66094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66096.890625 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -66096.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66096.890625 Penalty: 3455.615723
	Iteration 14F: 3 clusters Score -66096.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (133911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Entering Unmasked Estep 
Score: -10761330.000000 Penalty: 2927.622803
	Iteration 0F: 2 clusters Score -1.076133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -10671817.000000 Penalty: 5855.245605
	Iteration 0F: 3 clusters Score -1.067182e+07 nChanged 63856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -10708327.000000 Penalty: 5855.245605
	Iteration 1F: 3 clusters Score -1.070833e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -10709265.000000 Penalty: 5855.245605
	Iteration 2Q: 3 clusters Score -1.070926e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -10710481.000000 Penalty: 5855.245605
	Iteration 3Q: 3 clusters Score -1.071048e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -10712427.000000 Penalty: 5855.245605
	Iteration 4Q: 3 clusters Score -1.071243e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -10715471.000000 Penalty: 5855.245605
	Iteration 5Q: 3 clusters Score -1.071547e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -10720413.000000 Penalty: 5855.245605
	Iteration 6F: 3 clusters Score -1.072041e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -10727194.000000 Penalty: 5855.245605
	Iteration 7F: 3 clusters Score -1.072719e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -10735120.000000 Penalty: 5855.245605
	Iteration 8F: 3 clusters Score -1.073512e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -10742599.000000 Penalty: 5855.245605
	Iteration 9F: 3 clusters Score -1.07426e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -10748860.000000 Penalty: 5855.245605
	Iteration 10F: 3 clusters Score -1.074886e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126072 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -10753342.000000 Penalty: 5855.245605
	Iteration 11Q: 3 clusters Score -1.075334e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129354 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -10755933.000000 Penalty: 5855.245605
	Iteration 12Q: 3 clusters Score -1.075593e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131185 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10757332.000000 Penalty: 5855.245605
	Iteration 13Q: 3 clusters Score -1.075733e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10757991.000000 Penalty: 5855.245605
	Iteration 14Q: 3 clusters Score -1.075799e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10758369.000000 Penalty: 5855.245605
	Iteration 15Q: 3 clusters Score -1.075837e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132854 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10758526.000000 Penalty: 5855.245605
	Iteration 16Q: 3 clusters Score -1.075853e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133015 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10758640.000000 Penalty: 5855.245605
	Iteration 17Q: 3 clusters Score -1.075864e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133100 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10758707.000000 Penalty: 5855.245605
	Iteration 18Q: 3 clusters Score -1.075871e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133157 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10758772.000000 Penalty: 5855.245605
	Iteration 19Q: 3 clusters Score -1.075877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10758796.000000 Penalty: 5855.245605
	Iteration 20F: 3 clusters Score -1.07588e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10758817.000000 Penalty: 5855.245605
	Iteration 21Q: 3 clusters Score -1.075882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10758857.000000 Penalty: 5855.245605
	Iteration 22Q: 3 clusters Score -1.075886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10758869.000000 Penalty: 5855.245605
	Iteration 23Q: 3 clusters Score -1.075887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10758880.000000 Penalty: 5855.245605
	Iteration 24Q: 3 clusters Score -1.075888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10758889.000000 Penalty: 5855.245605
	Iteration 25Q: 3 clusters Score -1.075889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133282 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10758905.000000 Penalty: 5855.245605
	Iteration 26Q: 3 clusters Score -1.07589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10758902.000000 Penalty: 5855.245605
	Iteration 27Q: 3 clusters Score -1.07589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133307 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10758930.000000 Penalty: 5855.245605
	Iteration 28Q: 3 clusters Score -1.075893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10758941.000000 Penalty: 5855.245605
	Iteration 29Q: 3 clusters Score -1.075894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133317 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10758949.000000 Penalty: 5855.245605
	Iteration 30Q: 3 clusters Score -1.075895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10758944.000000 Penalty: 5855.245605
	Iteration 31Q: 3 clusters Score -1.075894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10758951.000000 Penalty: 5855.245605
	Iteration 32Q: 3 clusters Score -1.075895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10758952.000000 Penalty: 5855.245605
	Iteration 33Q: 3 clusters Score -1.075895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10758962.000000 Penalty: 5855.245605
	Iteration 34Q: 3 clusters Score -1.075896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10758970.000000 Penalty: 5855.245605
	Iteration 35Q: 3 clusters Score -1.075897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10758970.000000 Penalty: 5855.245605
	Iteration 36Q: 3 clusters Score -1.075897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133350 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10758973.000000 Penalty: 5855.245605
	Iteration 37Q: 3 clusters Score -1.075897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133354 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10758973.000000 Penalty: 5855.245605
	Iteration 38Q: 3 clusters Score -1.075897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133357 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10758982.000000 Penalty: 5855.245605
	Iteration 39Q: 3 clusters Score -1.075898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133358 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10758980.000000 Penalty: 5855.245605
	Iteration 40F: 3 clusters Score -1.075898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133359 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10758980.000000 Penalty: 5855.245605
	Iteration 41Q: 3 clusters Score -1.075898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10758993.000000 Penalty: 5855.245605
	Iteration 42Q: 3 clusters Score -1.075899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133361 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10758995.000000 Penalty: 5855.245605
	Iteration 43Q: 3 clusters Score -1.0759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133361 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10758995.000000 Penalty: 5855.245605
	Iteration 44F: 3 clusters Score -1.0759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -108902.257812 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -108902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -106477.359375 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -106477.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -106971.968750 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -106972 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -107170.710938 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -107170.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -107314.960938 Penalty: 3696.391602
	Iteration 3F: 3 clusters Score -107315 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -107446.835938 Penalty: 3696.391602
	Iteration 4F: 3 clusters Score -107446.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -107533.625000 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -107533.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -107580.757812 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -107580.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -107615.750000 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -107615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107638.398438 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -107638.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -107656.445312 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -107656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107668.515625 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -107668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -107674.062500 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -107674.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -107683.835938 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -107683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -107693.796875 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -107693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -107702.250000 Penalty: 3696.391602
	Iteration 14Q: 3 clusters Score -107702.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -107713.015625 Penalty: 3696.391602
	Iteration 15Q: 3 clusters Score -107713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -107724.250000 Penalty: 3696.391602
	Iteration 16Q: 3 clusters Score -107724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -107732.195312 Penalty: 3696.391602
	Iteration 17Q: 3 clusters Score -107732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -107745.945312 Penalty: 3696.391602
	Iteration 18Q: 3 clusters Score -107745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -107759.000000 Penalty: 3696.391602
	Iteration 19Q: 3 clusters Score -107759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -107774.117188 Penalty: 3696.391602
	Iteration 20F: 3 clusters Score -107774.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -107789.781250 Penalty: 3696.391602
	Iteration 21Q: 3 clusters Score -107789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107801.851562 Penalty: 3696.391602
	Iteration 22Q: 3 clusters Score -107801.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -107811.117188 Penalty: 3696.391602
	Iteration 23Q: 3 clusters Score -107811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107820.453125 Penalty: 3696.391602
	Iteration 24Q: 3 clusters Score -107820.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -107829.484375 Penalty: 3696.391602
	Iteration 25Q: 3 clusters Score -107829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -107834.078125 Penalty: 3696.391602
	Iteration 26Q: 3 clusters Score -107834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -107839.718750 Penalty: 3696.391602
	Iteration 27Q: 3 clusters Score -107839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -107842.164062 Penalty: 3696.391602
	Iteration 28Q: 3 clusters Score -107842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -107842.164062 Penalty: 3696.391602
	Iteration 29F: 3 clusters Score -107842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Entering Unmasked Estep 
Score: -1538419.625000 Penalty: 2466.708008
	Iteration 0F: 2 clusters Score -1538420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1523706.000000 Penalty: 4933.416016
	Iteration 0F: 3 clusters Score -1523706 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1528772.125000 Penalty: 4933.416016
	Iteration 1F: 3 clusters Score -1528772 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1529342.250000 Penalty: 4933.416016
	Iteration 2F: 3 clusters Score -1529342 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1529892.250000 Penalty: 4933.416016
	Iteration 3F: 3 clusters Score -1529892 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1530414.500000 Penalty: 4933.416016
	Iteration 4F: 3 clusters Score -1530414 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1530867.250000 Penalty: 4933.416016
	Iteration 5Q: 3 clusters Score -1530867 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1531285.625000 Penalty: 4933.416016
	Iteration 6Q: 3 clusters Score -1531286 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1531646.000000 Penalty: 4933.416016
	Iteration 7Q: 3 clusters Score -1531646 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1531963.750000 Penalty: 4933.416016
	Iteration 8Q: 3 clusters Score -1531964 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1532279.500000 Penalty: 4933.416016
	Iteration 9Q: 3 clusters Score -1532280 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1532635.250000 Penalty: 4933.416016
	Iteration 10Q: 3 clusters Score -1532635 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1532985.375000 Penalty: 4933.416016
	Iteration 11Q: 3 clusters Score -1532985 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1533291.125000 Penalty: 4933.416016
	Iteration 12Q: 3 clusters Score -1533291 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1533548.000000 Penalty: 4933.416016
	Iteration 13Q: 3 clusters Score -1533548 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1533761.500000 Penalty: 4933.416016
	Iteration 14Q: 3 clusters Score -1533762 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1533938.875000 Penalty: 4933.416016
	Iteration 15Q: 3 clusters Score -1533939 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1534060.375000 Penalty: 4933.416016
	Iteration 16Q: 3 clusters Score -1534060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1534145.875000 Penalty: 4933.416016
	Iteration 17Q: 3 clusters Score -1534146 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1534223.500000 Penalty: 4933.416016
	Iteration 18Q: 3 clusters Score -1534224 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1534269.875000 Penalty: 4933.416016
	Iteration 19Q: 3 clusters Score -1534270 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1534295.250000 Penalty: 4933.416016
	Iteration 20F: 3 clusters Score -1534295 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1534326.750000 Penalty: 4933.416016
	Iteration 21Q: 3 clusters Score -1534327 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1534331.000000 Penalty: 4933.416016
	Iteration 22Q: 3 clusters Score -1534331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1534353.250000 Penalty: 4933.416016
	Iteration 23Q: 3 clusters Score -1534353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1534361.500000 Penalty: 4933.416016
	Iteration 24Q: 3 clusters Score -1534362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1534366.375000 Penalty: 4933.416016
	Iteration 25Q: 3 clusters Score -1534366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1534380.500000 Penalty: 4933.416016
	Iteration 26Q: 3 clusters Score -1534380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1534386.125000 Penalty: 4933.416016
	Iteration 27Q: 3 clusters Score -1534386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1534390.125000 Penalty: 4933.416016
	Iteration 28Q: 3 clusters Score -1534390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1534391.875000 Penalty: 4933.416016
	Iteration 29Q: 3 clusters Score -1534392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1534400.125000 Penalty: 4933.416016
	Iteration 30Q: 3 clusters Score -1534400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1534400.500000 Penalty: 4933.416016
	Iteration 31Q: 3 clusters Score -1534400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1534410.000000 Penalty: 4933.416016
	Iteration 32Q: 3 clusters Score -1534410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1534412.375000 Penalty: 4933.416016
	Iteration 33Q: 3 clusters Score -1534412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1534417.500000 Penalty: 4933.416016
	Iteration 34Q: 3 clusters Score -1534418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1534418.500000 Penalty: 4933.416016
	Iteration 35Q: 3 clusters Score -1534418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1534418.875000 Penalty: 4933.416016
	Iteration 36Q: 3 clusters Score -1534419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1534420.625000 Penalty: 4933.416016
	Iteration 37Q: 3 clusters Score -1534421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1534422.250000 Penalty: 4933.416016
	Iteration 38Q: 3 clusters Score -1534422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1534419.875000 Penalty: 4933.416016
	Iteration 39Q: 3 clusters Score -1534420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1534420.625000 Penalty: 4933.416016
	Iteration 40F: 3 clusters Score -1534421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1534424.875000 Penalty: 4933.416016
	Iteration 41Q: 3 clusters Score -1534425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1534424.375000 Penalty: 4933.416016
	Iteration 42Q: 3 clusters Score -1534424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1534428.375000 Penalty: 4933.416016
	Iteration 43Q: 3 clusters Score -1534428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1534428.000000 Penalty: 4933.416016
	Iteration 44Q: 3 clusters Score -1534428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1534428.750000 Penalty: 4933.416016
	Iteration 45Q: 3 clusters Score -1534429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1534430.000000 Penalty: 4933.416016
	Iteration 46Q: 3 clusters Score -1534430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1534430.750000 Penalty: 4933.416016
	Iteration 47Q: 3 clusters Score -1534431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1534430.375000 Penalty: 4933.416016
	Iteration 48Q: 3 clusters Score -1534430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1534430.625000 Penalty: 4933.416016
	Iteration 49Q: 3 clusters Score -1534431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1534434.250000 Penalty: 4933.416016
	Iteration 50Q: 3 clusters Score -1534434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1534435.500000 Penalty: 4933.416016
	Iteration 51Q: 3 clusters Score -1534436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1534442.125000 Penalty: 4933.416016
	Iteration 52Q: 3 clusters Score -1534442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1534448.625000 Penalty: 4933.416016
	Iteration 53Q: 3 clusters Score -1534449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1534449.500000 Penalty: 4933.416016
	Iteration 54Q: 3 clusters Score -1534450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1534449.375000 Penalty: 4933.416016
	Iteration 55Q: 3 clusters Score -1534449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1534447.500000 Penalty: 4933.416016
	Iteration 56Q: 3 clusters Score -1534448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1534451.625000 Penalty: 4933.416016
	Iteration 57Q: 3 clusters Score -1534452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1534451.125000 Penalty: 4933.416016
	Iteration 58Q: 3 clusters Score -1534451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1534447.250000 Penalty: 4933.416016
	Iteration 59Q: 3 clusters Score -1534447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1534448.875000 Penalty: 4933.416016
	Iteration 60F: 3 clusters Score -1534449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1534449.875000 Penalty: 4933.416016
	Iteration 61Q: 3 clusters Score -1534450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1534456.000000 Penalty: 4933.416016
	Iteration 62Q: 3 clusters Score -1534456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1534454.125000 Penalty: 4933.416016
	Iteration 63Q: 3 clusters Score -1534454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1534452.375000 Penalty: 4933.416016
	Iteration 64Q: 3 clusters Score -1534452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1534452.500000 Penalty: 4933.416016
	Iteration 65Q: 3 clusters Score -1534452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1534456.125000 Penalty: 4933.416016
	Iteration 66Q: 3 clusters Score -1534456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1534458.500000 Penalty: 4933.416016
	Iteration 67Q: 3 clusters Score -1534458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1534458.875000 Penalty: 4933.416016
	Iteration 68Q: 3 clusters Score -1534459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1534459.250000 Penalty: 4933.416016
	Iteration 69Q: 3 clusters Score -1534459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1534460.875000 Penalty: 4933.416016
	Iteration 70Q: 3 clusters Score -1534461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1534460.625000 Penalty: 4933.416016
	Iteration 71Q: 3 clusters Score -1534461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1534461.375000 Penalty: 4933.416016
	Iteration 72Q: 3 clusters Score -1534461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1534459.250000 Penalty: 4933.416016
	Iteration 73Q: 3 clusters Score -1534459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1534455.500000 Penalty: 4933.416016
	Iteration 74Q: 3 clusters Score -1534456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1534459.125000 Penalty: 4933.416016
	Iteration 75Q: 3 clusters Score -1534459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1534459.375000 Penalty: 4933.416016
	Iteration 76Q: 3 clusters Score -1534459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1534458.625000 Penalty: 4933.416016
	Iteration 77Q: 3 clusters Score -1534459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1534458.500000 Penalty: 4933.416016
	Iteration 78Q: 3 clusters Score -1534458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1534458.750000 Penalty: 4933.416016
	Iteration 79Q: 3 clusters Score -1534459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1534460.000000 Penalty: 4933.416016
	Iteration 80F: 3 clusters Score -1534460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1534462.000000 Penalty: 4933.416016
	Iteration 81Q: 3 clusters Score -1534462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1534461.875000 Penalty: 4933.416016
	Iteration 82Q: 3 clusters Score -1534462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1534459.250000 Penalty: 4933.416016
	Iteration 83Q: 3 clusters Score -1534459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1534457.375000 Penalty: 4933.416016
	Iteration 84Q: 3 clusters Score -1534457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1534459.625000 Penalty: 4933.416016
	Iteration 85Q: 3 clusters Score -1534460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1534456.125000 Penalty: 4933.416016
	Iteration 86Q: 3 clusters Score -1534456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1534456.625000 Penalty: 4933.416016
	Iteration 87Q: 3 clusters Score -1534457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1534462.750000 Penalty: 4933.416016
	Iteration 88Q: 3 clusters Score -1534463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1534462.750000 Penalty: 4933.416016
	Iteration 89Q: 3 clusters Score -1534463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1534459.375000 Penalty: 4933.416016
	Iteration 90Q: 3 clusters Score -1534459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1534458.125000 Penalty: 4933.416016
	Iteration 91Q: 3 clusters Score -1534458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1534459.875000 Penalty: 4933.416016
	Iteration 92Q: 3 clusters Score -1534460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1534464.250000 Penalty: 4933.416016
	Iteration 93Q: 3 clusters Score -1534464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1534460.625000 Penalty: 4933.416016
	Iteration 94Q: 3 clusters Score -1534461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1534463.375000 Penalty: 4933.416016
	Iteration 95Q: 3 clusters Score -1534463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1534469.125000 Penalty: 4933.416016
	Iteration 96Q: 3 clusters Score -1534469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1534466.625000 Penalty: 4933.416016
	Iteration 97Q: 3 clusters Score -1534467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1534467.750000 Penalty: 4933.416016
	Iteration 98Q: 3 clusters Score -1534468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1534466.875000 Penalty: 4933.416016
	Iteration 99Q: 3 clusters Score -1534467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1534467.625000 Penalty: 4933.416016
	Iteration 100F: 3 clusters Score -1534468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1534469.875000 Penalty: 4933.416016
	Iteration 101Q: 3 clusters Score -1534470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1534474.000000 Penalty: 4933.416016
	Iteration 102Q: 3 clusters Score -1534474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1534473.250000 Penalty: 4933.416016
	Iteration 103Q: 3 clusters Score -1534473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1534471.750000 Penalty: 4933.416016
	Iteration 104Q: 3 clusters Score -1534472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1534470.375000 Penalty: 4933.416016
	Iteration 105Q: 3 clusters Score -1534470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1534472.125000 Penalty: 4933.416016
	Iteration 106Q: 3 clusters Score -1534472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1534473.625000 Penalty: 4933.416016
	Iteration 107Q: 3 clusters Score -1534474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1534473.875000 Penalty: 4933.416016
	Iteration 108Q: 3 clusters Score -1534474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1534475.000000 Penalty: 4933.416016
	Iteration 109Q: 3 clusters Score -1534475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1534472.250000 Penalty: 4933.416016
	Iteration 110Q: 3 clusters Score -1534472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1534474.875000 Penalty: 4933.416016
	Iteration 111Q: 3 clusters Score -1534475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1534476.000000 Penalty: 4933.416016
	Iteration 112Q: 3 clusters Score -1534476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1534476.750000 Penalty: 4933.416016
	Iteration 113Q: 3 clusters Score -1534477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1534476.750000 Penalty: 4933.416016
	Iteration 114F: 3 clusters Score -1534477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -570529.812500 Penalty: 2161.985107
	Iteration 0F: 2 clusters Score -570529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -565365.437500 Penalty: 4323.970215
	Iteration 0F: 3 clusters Score -565365.4 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -566829.437500 Penalty: 4323.970215
	Iteration 1F: 3 clusters Score -566829.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -567234.812500 Penalty: 4323.970215
	Iteration 2F: 3 clusters Score -567234.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -567561.000000 Penalty: 4323.970215
	Iteration 3F: 3 clusters Score -567561 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -567843.625000 Penalty: 4323.970215
	Iteration 4F: 3 clusters Score -567843.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -568048.000000 Penalty: 4323.970215
	Iteration 5Q: 3 clusters Score -568048 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -568223.625000 Penalty: 4323.970215
	Iteration 6Q: 3 clusters Score -568223.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -568360.625000 Penalty: 4323.970215
	Iteration 7Q: 3 clusters Score -568360.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -568444.000000 Penalty: 4323.970215
	Iteration 8Q: 3 clusters Score -568444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -568509.500000 Penalty: 4323.970215
	Iteration 9Q: 3 clusters Score -568509.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -568565.500000 Penalty: 4323.970215
	Iteration 10Q: 3 clusters Score -568565.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -568620.500000 Penalty: 4323.970215
	Iteration 11Q: 3 clusters Score -568620.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -568662.875000 Penalty: 4323.970215
	Iteration 12Q: 3 clusters Score -568662.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -568702.312500 Penalty: 4323.970215
	Iteration 13Q: 3 clusters Score -568702.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -568733.000000 Penalty: 4323.970215
	Iteration 14Q: 3 clusters Score -568733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -568759.437500 Penalty: 4323.970215
	Iteration 15Q: 3 clusters Score -568759.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -568780.500000 Penalty: 4323.970215
	Iteration 16Q: 3 clusters Score -568780.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -568799.625000 Penalty: 4323.970215
	Iteration 17Q: 3 clusters Score -568799.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -568817.562500 Penalty: 4323.970215
	Iteration 18Q: 3 clusters Score -568817.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -568833.625000 Penalty: 4323.970215
	Iteration 19Q: 3 clusters Score -568833.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -568849.625000 Penalty: 4323.970215
	Iteration 20F: 3 clusters Score -568849.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -568859.250000 Penalty: 4323.970215
	Iteration 21Q: 3 clusters Score -568859.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -568871.000000 Penalty: 4323.970215
	Iteration 22Q: 3 clusters Score -568871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -568878.187500 Penalty: 4323.970215
	Iteration 23Q: 3 clusters Score -568878.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -568889.125000 Penalty: 4323.970215
	Iteration 24Q: 3 clusters Score -568889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -568896.875000 Penalty: 4323.970215
	Iteration 25Q: 3 clusters Score -568896.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -568902.187500 Penalty: 4323.970215
	Iteration 26Q: 3 clusters Score -568902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -568908.250000 Penalty: 4323.970215
	Iteration 27Q: 3 clusters Score -568908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -568915.562500 Penalty: 4323.970215
	Iteration 28Q: 3 clusters Score -568915.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -568925.312500 Penalty: 4323.970215
	Iteration 29Q: 3 clusters Score -568925.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -568935.125000 Penalty: 4323.970215
	Iteration 30Q: 3 clusters Score -568935.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -568946.937500 Penalty: 4323.970215
	Iteration 31Q: 3 clusters Score -568946.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -568961.000000 Penalty: 4323.970215
	Iteration 32Q: 3 clusters Score -568961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -568971.312500 Penalty: 4323.970215
	Iteration 33Q: 3 clusters Score -568971.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -568982.875000 Penalty: 4323.970215
	Iteration 34Q: 3 clusters Score -568982.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -568991.875000 Penalty: 4323.970215
	Iteration 35Q: 3 clusters Score -568991.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -569001.000000 Penalty: 4323.970215
	Iteration 36Q: 3 clusters Score -569001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -569011.500000 Penalty: 4323.970215
	Iteration 37Q: 3 clusters Score -569011.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -569020.625000 Penalty: 4323.970215
	Iteration 38Q: 3 clusters Score -569020.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -569032.500000 Penalty: 4323.970215
	Iteration 39Q: 3 clusters Score -569032.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -569041.187500 Penalty: 4323.970215
	Iteration 40F: 3 clusters Score -569041.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -569050.937500 Penalty: 4323.970215
	Iteration 41Q: 3 clusters Score -569050.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -569058.687500 Penalty: 4323.970215
	Iteration 42Q: 3 clusters Score -569058.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -569066.000000 Penalty: 4323.970215
	Iteration 43Q: 3 clusters Score -569066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -569072.187500 Penalty: 4323.970215
	Iteration 44Q: 3 clusters Score -569072.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -569077.500000 Penalty: 4323.970215
	Iteration 45Q: 3 clusters Score -569077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -569086.125000 Penalty: 4323.970215
	Iteration 46Q: 3 clusters Score -569086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -569092.437500 Penalty: 4323.970215
	Iteration 47Q: 3 clusters Score -569092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -569096.500000 Penalty: 4323.970215
	Iteration 48Q: 3 clusters Score -569096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -569099.750000 Penalty: 4323.970215
	Iteration 49Q: 3 clusters Score -569099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -569103.375000 Penalty: 4323.970215
	Iteration 50Q: 3 clusters Score -569103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -569107.687500 Penalty: 4323.970215
	Iteration 51Q: 3 clusters Score -569107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -569108.625000 Penalty: 4323.970215
	Iteration 52Q: 3 clusters Score -569108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -569109.875000 Penalty: 4323.970215
	Iteration 53Q: 3 clusters Score -569109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -569113.625000 Penalty: 4323.970215
	Iteration 54Q: 3 clusters Score -569113.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -569117.937500 Penalty: 4323.970215
	Iteration 55Q: 3 clusters Score -569117.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -569127.750000 Penalty: 4323.970215
	Iteration 56Q: 3 clusters Score -569127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -569130.062500 Penalty: 4323.970215
	Iteration 57Q: 3 clusters Score -569130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -569134.750000 Penalty: 4323.970215
	Iteration 58Q: 3 clusters Score -569134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -569139.437500 Penalty: 4323.970215
	Iteration 59Q: 3 clusters Score -569139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -569142.875000 Penalty: 4323.970215
	Iteration 60F: 3 clusters Score -569142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -569145.375000 Penalty: 4323.970215
	Iteration 61Q: 3 clusters Score -569145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -569149.750000 Penalty: 4323.970215
	Iteration 62Q: 3 clusters Score -569149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -569153.437500 Penalty: 4323.970215
	Iteration 63Q: 3 clusters Score -569153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -569161.812500 Penalty: 4323.970215
	Iteration 64Q: 3 clusters Score -569161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -569167.125000 Penalty: 4323.970215
	Iteration 65Q: 3 clusters Score -569167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -569173.062500 Penalty: 4323.970215
	Iteration 66Q: 3 clusters Score -569173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -569178.062500 Penalty: 4323.970215
	Iteration 67Q: 3 clusters Score -569178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -569182.437500 Penalty: 4323.970215
	Iteration 68Q: 3 clusters Score -569182.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -569187.187500 Penalty: 4323.970215
	Iteration 69Q: 3 clusters Score -569187.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -569191.687500 Penalty: 4323.970215
	Iteration 70Q: 3 clusters Score -569191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -569196.375000 Penalty: 4323.970215
	Iteration 71Q: 3 clusters Score -569196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -569200.187500 Penalty: 4323.970215
	Iteration 72Q: 3 clusters Score -569200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -569203.000000 Penalty: 4323.970215
	Iteration 73Q: 3 clusters Score -569203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -569206.937500 Penalty: 4323.970215
	Iteration 74Q: 3 clusters Score -569206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -569210.062500 Penalty: 4323.970215
	Iteration 75Q: 3 clusters Score -569210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -569211.625000 Penalty: 4323.970215
	Iteration 76Q: 3 clusters Score -569211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -569211.625000 Penalty: 4323.970215
	Iteration 77F: 3 clusters Score -569211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -330744.593750 Penalty: 2063.229492
	Iteration 0F: 2 clusters Score -330744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -326772.937500 Penalty: 4126.458984
	Iteration 0F: 3 clusters Score -326772.9 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -327601.406250 Penalty: 4126.458984
	Iteration 1F: 3 clusters Score -327601.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -327767.406250 Penalty: 4126.458984
	Iteration 2F: 3 clusters Score -327767.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -327862.906250 Penalty: 4126.458984
	Iteration 3Q: 3 clusters Score -327862.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -327942.687500 Penalty: 4126.458984
	Iteration 4Q: 3 clusters Score -327942.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -327998.906250 Penalty: 4126.458984
	Iteration 5Q: 3 clusters Score -327998.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -328046.531250 Penalty: 4126.458984
	Iteration 6Q: 3 clusters Score -328046.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -328085.468750 Penalty: 4126.458984
	Iteration 7Q: 3 clusters Score -328085.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -328118.812500 Penalty: 4126.458984
	Iteration 8Q: 3 clusters Score -328118.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -328146.062500 Penalty: 4126.458984
	Iteration 9Q: 3 clusters Score -328146.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -328163.843750 Penalty: 4126.458984
	Iteration 10Q: 3 clusters Score -328163.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -328181.156250 Penalty: 4126.458984
	Iteration 11Q: 3 clusters Score -328181.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -328203.437500 Penalty: 4126.458984
	Iteration 12Q: 3 clusters Score -328203.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -328221.156250 Penalty: 4126.458984
	Iteration 13Q: 3 clusters Score -328221.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -328245.437500 Penalty: 4126.458984
	Iteration 14Q: 3 clusters Score -328245.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -328262.468750 Penalty: 4126.458984
	Iteration 15Q: 3 clusters Score -328262.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -328276.062500 Penalty: 4126.458984
	Iteration 16Q: 3 clusters Score -328276.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -328295.562500 Penalty: 4126.458984
	Iteration 17Q: 3 clusters Score -328295.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -328308.468750 Penalty: 4126.458984
	Iteration 18Q: 3 clusters Score -328308.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -328317.000000 Penalty: 4126.458984
	Iteration 19Q: 3 clusters Score -328317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -328323.062500 Penalty: 4126.458984
	Iteration 20F: 3 clusters Score -328323.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -328330.812500 Penalty: 4126.458984
	Iteration 21Q: 3 clusters Score -328330.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -328336.156250 Penalty: 4126.458984
	Iteration 22Q: 3 clusters Score -328336.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -328340.375000 Penalty: 4126.458984
	Iteration 23Q: 3 clusters Score -328340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -328345.250000 Penalty: 4126.458984
	Iteration 24Q: 3 clusters Score -328345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -328347.468750 Penalty: 4126.458984
	Iteration 25Q: 3 clusters Score -328347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -328350.062500 Penalty: 4126.458984
	Iteration 26Q: 3 clusters Score -328350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -328353.468750 Penalty: 4126.458984
	Iteration 27Q: 3 clusters Score -328353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -328360.000000 Penalty: 4126.458984
	Iteration 28Q: 3 clusters Score -328360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -328367.312500 Penalty: 4126.458984
	Iteration 29Q: 3 clusters Score -328367.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -328376.718750 Penalty: 4126.458984
	Iteration 30Q: 3 clusters Score -328376.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -328385.125000 Penalty: 4126.458984
	Iteration 31Q: 3 clusters Score -328385.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -328393.218750 Penalty: 4126.458984
	Iteration 32Q: 3 clusters Score -328393.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -328400.937500 Penalty: 4126.458984
	Iteration 33Q: 3 clusters Score -328400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -328404.406250 Penalty: 4126.458984
	Iteration 34Q: 3 clusters Score -328404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -328406.125000 Penalty: 4126.458984
	Iteration 35Q: 3 clusters Score -328406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -328409.062500 Penalty: 4126.458984
	Iteration 36Q: 3 clusters Score -328409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -328411.562500 Penalty: 4126.458984
	Iteration 37Q: 3 clusters Score -328411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -328413.687500 Penalty: 4126.458984
	Iteration 38Q: 3 clusters Score -328413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -328416.000000 Penalty: 4126.458984
	Iteration 39Q: 3 clusters Score -328416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -328418.375000 Penalty: 4126.458984
	Iteration 40F: 3 clusters Score -328418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -328420.812500 Penalty: 4126.458984
	Iteration 41Q: 3 clusters Score -328420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -328422.656250 Penalty: 4126.458984
	Iteration 42Q: 3 clusters Score -328422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -328424.187500 Penalty: 4126.458984
	Iteration 43Q: 3 clusters Score -328424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -328425.312500 Penalty: 4126.458984
	Iteration 44Q: 3 clusters Score -328425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -328426.125000 Penalty: 4126.458984
	Iteration 45Q: 3 clusters Score -328426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -328426.812500 Penalty: 4126.458984
	Iteration 46Q: 3 clusters Score -328426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -328427.125000 Penalty: 4126.458984
	Iteration 47Q: 3 clusters Score -328427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -328428.125000 Penalty: 4126.458984
	Iteration 48Q: 3 clusters Score -328428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -328428.125000 Penalty: 4126.458984
	Iteration 49F: 3 clusters Score -328428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -203234.609375 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -203234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200536.265625 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -200536.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -201237.140625 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -201237.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201657.921875 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -201657.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -202051.234375 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -202051.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -202385.484375 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -202385.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -202576.234375 Penalty: 3824.484131
	Iteration 5F: 3 clusters Score -202576.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -202712.968750 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -202713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202816.781250 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -202816.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -202874.531250 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -202874.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -202917.281250 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -202917.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -202955.218750 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -202955.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -202982.562500 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -202982.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -203017.546875 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -203017.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -203044.218750 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -203044.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -203072.156250 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -203072.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -203109.609375 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -203109.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -203159.062500 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -203159.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -203204.718750 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -203204.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -203243.750000 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -203243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -203273.750000 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -203273.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -203292.171875 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -203292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -203303.984375 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -203304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203309.875000 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -203309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -203316.265625 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -203316.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203320.843750 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -203320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -203323.031250 Penalty: 3824.484131
	Iteration 25Q: 3 clusters Score -203323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -203323.281250 Penalty: 3824.484131
	Iteration 26Q: 3 clusters Score -203323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -203323.796875 Penalty: 3824.484131
	Iteration 27Q: 3 clusters Score -203323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203326.781250 Penalty: 3824.484131
	Iteration 28Q: 3 clusters Score -203326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203330.140625 Penalty: 3824.484131
	Iteration 29Q: 3 clusters Score -203330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -203330.671875 Penalty: 3824.484131
	Iteration 30Q: 3 clusters Score -203330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -203331.328125 Penalty: 3824.484131
	Iteration 31Q: 3 clusters Score -203331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -203333.000000 Penalty: 3824.484131
	Iteration 32Q: 3 clusters Score -203333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -203334.515625 Penalty: 3824.484131
	Iteration 33Q: 3 clusters Score -203334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203335.015625 Penalty: 3824.484131
	Iteration 34Q: 3 clusters Score -203335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203335.015625 Penalty: 3824.484131
	Iteration 35F: 3 clusters Score -203335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 921 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5186 members 
Mstep: Class 71 contains 1134 members 
Entering Unmasked Estep 
Score: -150776240.000000 Penalty: 253409.765625
Splitting cluster 50 changes total score from -150771056.000000 to -150776240.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 51 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -1387063.500000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -1387064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1374499.875000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -1374500 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1378748.250000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -1378748 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1379268.000000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -1379268 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1379756.250000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -1379756 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1380328.250000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -1380328 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1380966.375000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -1380966 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1381629.750000 Penalty: 4849.343750
	Iteration 6F: 3 clusters Score -1381630 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1382197.500000 Penalty: 4849.343750
	Iteration 7F: 3 clusters Score -1382198 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1382653.500000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -1382654 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1382981.000000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -1382981 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1383262.375000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -1383262 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1383496.500000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -1383496 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1383682.250000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -1383682 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1383820.875000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -1383821 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1383935.125000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -1383935 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1384021.250000 Penalty: 4849.343750
	Iteration 15Q: 3 clusters Score -1384021 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1384107.625000 Penalty: 4849.343750
	Iteration 16Q: 3 clusters Score -1384108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1384191.250000 Penalty: 4849.343750
	Iteration 17Q: 3 clusters Score -1384191 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1384274.750000 Penalty: 4849.343750
	Iteration 18Q: 3 clusters Score -1384275 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1384347.875000 Penalty: 4849.343750
	Iteration 19Q: 3 clusters Score -1384348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1384428.875000 Penalty: 4849.343750
	Iteration 20F: 3 clusters Score -1384429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1384496.375000 Penalty: 4849.343750
	Iteration 21Q: 3 clusters Score -1384496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1384575.000000 Penalty: 4849.343750
	Iteration 22Q: 3 clusters Score -1384575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1384647.000000 Penalty: 4849.343750
	Iteration 23Q: 3 clusters Score -1384647 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1384716.125000 Penalty: 4849.343750
	Iteration 24Q: 3 clusters Score -1384716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1384763.750000 Penalty: 4849.343750
	Iteration 25Q: 3 clusters Score -1384764 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1384827.375000 Penalty: 4849.343750
	Iteration 26Q: 3 clusters Score -1384827 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1384871.750000 Penalty: 4849.343750
	Iteration 27Q: 3 clusters Score -1384872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1384914.250000 Penalty: 4849.343750
	Iteration 28Q: 3 clusters Score -1384914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1384950.750000 Penalty: 4849.343750
	Iteration 29Q: 3 clusters Score -1384951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1384988.750000 Penalty: 4849.343750
	Iteration 30Q: 3 clusters Score -1384989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1385028.500000 Penalty: 4849.343750
	Iteration 31Q: 3 clusters Score -1385028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1385061.375000 Penalty: 4849.343750
	Iteration 32Q: 3 clusters Score -1385061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1385094.625000 Penalty: 4849.343750
	Iteration 33Q: 3 clusters Score -1385095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1385121.250000 Penalty: 4849.343750
	Iteration 34Q: 3 clusters Score -1385121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1385146.625000 Penalty: 4849.343750
	Iteration 35Q: 3 clusters Score -1385147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1385164.375000 Penalty: 4849.343750
	Iteration 36Q: 3 clusters Score -1385164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1385182.750000 Penalty: 4849.343750
	Iteration 37Q: 3 clusters Score -1385183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1385201.500000 Penalty: 4849.343750
	Iteration 38Q: 3 clusters Score -1385202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1385216.000000 Penalty: 4849.343750
	Iteration 39Q: 3 clusters Score -1385216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1385229.625000 Penalty: 4849.343750
	Iteration 40F: 3 clusters Score -1385230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1385249.375000 Penalty: 4849.343750
	Iteration 41Q: 3 clusters Score -1385249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1385263.500000 Penalty: 4849.343750
	Iteration 42Q: 3 clusters Score -1385264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1385281.250000 Penalty: 4849.343750
	Iteration 43Q: 3 clusters Score -1385281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1385298.500000 Penalty: 4849.343750
	Iteration 44Q: 3 clusters Score -1385298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1385310.750000 Penalty: 4849.343750
	Iteration 45Q: 3 clusters Score -1385311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1385330.125000 Penalty: 4849.343750
	Iteration 46Q: 3 clusters Score -1385330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1385340.375000 Penalty: 4849.343750
	Iteration 47Q: 3 clusters Score -1385340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1385353.750000 Penalty: 4849.343750
	Iteration 48Q: 3 clusters Score -1385354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1385366.750000 Penalty: 4849.343750
	Iteration 49Q: 3 clusters Score -1385367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1385375.375000 Penalty: 4849.343750
	Iteration 50Q: 3 clusters Score -1385375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1385393.625000 Penalty: 4849.343750
	Iteration 51Q: 3 clusters Score -1385394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1385404.875000 Penalty: 4849.343750
	Iteration 52Q: 3 clusters Score -1385405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1385426.750000 Penalty: 4849.343750
	Iteration 53Q: 3 clusters Score -1385427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1385443.875000 Penalty: 4849.343750
	Iteration 54Q: 3 clusters Score -1385444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1385469.750000 Penalty: 4849.343750
	Iteration 55Q: 3 clusters Score -1385470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1385484.000000 Penalty: 4849.343750
	Iteration 56Q: 3 clusters Score -1385484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1385497.625000 Penalty: 4849.343750
	Iteration 57Q: 3 clusters Score -1385498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1385511.375000 Penalty: 4849.343750
	Iteration 58Q: 3 clusters Score -1385511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1385520.875000 Penalty: 4849.343750
	Iteration 59Q: 3 clusters Score -1385521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1385531.500000 Penalty: 4849.343750
	Iteration 60F: 3 clusters Score -1385532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1385535.125000 Penalty: 4849.343750
	Iteration 61Q: 3 clusters Score -1385535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1385538.125000 Penalty: 4849.343750
	Iteration 62Q: 3 clusters Score -1385538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1385538.000000 Penalty: 4849.343750
	Iteration 63Q: 3 clusters Score -1385538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1385542.750000 Penalty: 4849.343750
	Iteration 64Q: 3 clusters Score -1385543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1385547.750000 Penalty: 4849.343750
	Iteration 65Q: 3 clusters Score -1385548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1385550.000000 Penalty: 4849.343750
	Iteration 66Q: 3 clusters Score -1385550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1385549.375000 Penalty: 4849.343750
	Iteration 67Q: 3 clusters Score -1385549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1385553.250000 Penalty: 4849.343750
	Iteration 68Q: 3 clusters Score -1385553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1385558.250000 Penalty: 4849.343750
	Iteration 69Q: 3 clusters Score -1385558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1385563.625000 Penalty: 4849.343750
	Iteration 70Q: 3 clusters Score -1385564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1385562.750000 Penalty: 4849.343750
	Iteration 71Q: 3 clusters Score -1385563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1385562.625000 Penalty: 4849.343750
	Iteration 72Q: 3 clusters Score -1385563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1385562.625000 Penalty: 4849.343750
	Iteration 73F: 3 clusters Score -1385563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -63855.070312 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -63855.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -62137.628906 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -62137.63 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62482.285156 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -62482.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62569.406250 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -62569.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -62681.078125 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -62681.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -62810.679688 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -62810.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -62950.007812 Penalty: 3385.428223
	Iteration 5F: 3 clusters Score -62950.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63138.117188 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -63138.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63353.097656 Penalty: 3385.428223
	Iteration 7F: 3 clusters Score -63353.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -63560.503906 Penalty: 3385.428223
	Iteration 8F: 3 clusters Score -63560.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63675.078125 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -63675.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -63878.250000 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -63878.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -64014.378906 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -64014.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64047.070312 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -64047.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64083.917969 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -64083.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -64096.039062 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -64096.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -64102.929688 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -64102.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -64105.664062 Penalty: 3385.428223
	Iteration 16Q: 3 clusters Score -64105.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -64105.664062 Penalty: 3385.428223
	Iteration 17F: 3 clusters Score -64105.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 2636 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5186 members 
Mstep: Class 71 contains 1134 members 
Mstep: Class 72 contains 602 members 
Entering Unmasked Estep 
Score: -150774320.000000 Penalty: 256978.921875
Splitting cluster 52 changes total score from -150771056.000000 to -150774320.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 53 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -427727.062500 Penalty: 2135.630127
	Iteration 0F: 2 clusters Score -427727.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -422985.843750 Penalty: 4271.260254
	Iteration 0F: 3 clusters Score -422985.8 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -424352.031250 Penalty: 4271.260254
	Iteration 1F: 3 clusters Score -424352 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -424664.156250 Penalty: 4271.260254
	Iteration 2F: 3 clusters Score -424664.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -424901.312500 Penalty: 4271.260254
	Iteration 3F: 3 clusters Score -424901.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -425068.250000 Penalty: 4271.260254
	Iteration 4Q: 3 clusters Score -425068.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -425234.031250 Penalty: 4271.260254
	Iteration 5Q: 3 clusters Score -425234 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -425416.093750 Penalty: 4271.260254
	Iteration 6Q: 3 clusters Score -425416.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -425579.375000 Penalty: 4271.260254
	Iteration 7Q: 3 clusters Score -425579.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -425718.312500 Penalty: 4271.260254
	Iteration 8Q: 3 clusters Score -425718.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -425833.906250 Penalty: 4271.260254
	Iteration 9Q: 3 clusters Score -425833.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -425928.843750 Penalty: 4271.260254
	Iteration 10Q: 3 clusters Score -425928.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -425985.781250 Penalty: 4271.260254
	Iteration 11Q: 3 clusters Score -425985.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -426021.125000 Penalty: 4271.260254
	Iteration 12Q: 3 clusters Score -426021.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -426051.218750 Penalty: 4271.260254
	Iteration 13Q: 3 clusters Score -426051.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -426078.375000 Penalty: 4271.260254
	Iteration 14Q: 3 clusters Score -426078.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -426092.750000 Penalty: 4271.260254
	Iteration 15Q: 3 clusters Score -426092.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -426106.406250 Penalty: 4271.260254
	Iteration 16Q: 3 clusters Score -426106.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -426118.187500 Penalty: 4271.260254
	Iteration 17Q: 3 clusters Score -426118.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -426130.187500 Penalty: 4271.260254
	Iteration 18Q: 3 clusters Score -426130.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -426143.937500 Penalty: 4271.260254
	Iteration 19Q: 3 clusters Score -426143.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -426154.187500 Penalty: 4271.260254
	Iteration 20F: 3 clusters Score -426154.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -426163.875000 Penalty: 4271.260254
	Iteration 21Q: 3 clusters Score -426163.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -426170.625000 Penalty: 4271.260254
	Iteration 22Q: 3 clusters Score -426170.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -426175.218750 Penalty: 4271.260254
	Iteration 23Q: 3 clusters Score -426175.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -426178.843750 Penalty: 4271.260254
	Iteration 24Q: 3 clusters Score -426178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -426180.812500 Penalty: 4271.260254
	Iteration 25Q: 3 clusters Score -426180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -426182.687500 Penalty: 4271.260254
	Iteration 26Q: 3 clusters Score -426182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -426184.000000 Penalty: 4271.260254
	Iteration 27Q: 3 clusters Score -426184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -426185.687500 Penalty: 4271.260254
	Iteration 28Q: 3 clusters Score -426185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -426186.375000 Penalty: 4271.260254
	Iteration 29Q: 3 clusters Score -426186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -426187.437500 Penalty: 4271.260254
	Iteration 30Q: 3 clusters Score -426187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -426187.437500 Penalty: 4271.260254
	Iteration 31F: 3 clusters Score -426187.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -198631.937500 Penalty: 1953.500488
	Iteration 0F: 2 clusters Score -198631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -195613.078125 Penalty: 3907.000977
	Iteration 0F: 3 clusters Score -195613.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -196226.187500 Penalty: 3907.000977
	Iteration 1F: 3 clusters Score -196226.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -196486.859375 Penalty: 3907.000977
	Iteration 2F: 3 clusters Score -196486.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -196704.203125 Penalty: 3907.000977
	Iteration 3F: 3 clusters Score -196704.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -196874.687500 Penalty: 3907.000977
	Iteration 4F: 3 clusters Score -196874.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -197066.093750 Penalty: 3907.000977
	Iteration 5F: 3 clusters Score -197066.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -197328.656250 Penalty: 3907.000977
	Iteration 6F: 3 clusters Score -197328.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -197652.671875 Penalty: 3907.000977
	Iteration 7Q: 3 clusters Score -197652.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -197937.125000 Penalty: 3907.000977
	Iteration 8F: 3 clusters Score -197937.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -198107.578125 Penalty: 3907.000977
	Iteration 9Q: 3 clusters Score -198107.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -198253.593750 Penalty: 3907.000977
	Iteration 10Q: 3 clusters Score -198253.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -198389.328125 Penalty: 3907.000977
	Iteration 11Q: 3 clusters Score -198389.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -198531.031250 Penalty: 3907.000977
	Iteration 12Q: 3 clusters Score -198531 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -198731.796875 Penalty: 3907.000977
	Iteration 13Q: 3 clusters Score -198731.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -199014.703125 Penalty: 3907.000977
	Iteration 14Q: 3 clusters Score -199014.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -199184.062500 Penalty: 3907.000977
	Iteration 15Q: 3 clusters Score -199184.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -199293.718750 Penalty: 3907.000977
	Iteration 16Q: 3 clusters Score -199293.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199347.390625 Penalty: 3907.000977
	Iteration 17Q: 3 clusters Score -199347.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -199400.937500 Penalty: 3907.000977
	Iteration 18Q: 3 clusters Score -199400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -199427.406250 Penalty: 3907.000977
	Iteration 19Q: 3 clusters Score -199427.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -199440.531250 Penalty: 3907.000977
	Iteration 20F: 3 clusters Score -199440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199446.687500 Penalty: 3907.000977
	Iteration 21Q: 3 clusters Score -199446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -199450.765625 Penalty: 3907.000977
	Iteration 22Q: 3 clusters Score -199450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -199454.109375 Penalty: 3907.000977
	Iteration 23Q: 3 clusters Score -199454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -199455.609375 Penalty: 3907.000977
	Iteration 24Q: 3 clusters Score -199455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -199455.750000 Penalty: 3907.000977
	Iteration 25Q: 3 clusters Score -199455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -199455.750000 Penalty: 3907.000977
	Iteration 26F: 3 clusters Score -199455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 6135 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5186 members 
Mstep: Class 71 contains 1134 members 
Mstep: Class 72 contains 602 members 
Mstep: Class 73 contains 904 members 
Entering Unmasked Estep 
Score: -150773584.000000 Penalty: 260548.078125
Splitting cluster 54 changes total score from -150771056.000000 to -150773584.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 55 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -385136.750000 Penalty: 2107.809814
	Iteration 0F: 2 clusters Score -385136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -380721.375000 Penalty: 4215.619629
	Iteration 0F: 3 clusters Score -380721.4 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -381934.343750 Penalty: 4215.619629
	Iteration 1F: 3 clusters Score -381934.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -382247.250000 Penalty: 4215.619629
	Iteration 2F: 3 clusters Score -382247.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -382503.406250 Penalty: 4215.619629
	Iteration 3F: 3 clusters Score -382503.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -382752.406250 Penalty: 4215.619629
	Iteration 4F: 3 clusters Score -382752.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -382972.593750 Penalty: 4215.619629
	Iteration 5F: 3 clusters Score -382972.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -383132.812500 Penalty: 4215.619629
	Iteration 6Q: 3 clusters Score -383132.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -383274.218750 Penalty: 4215.619629
	Iteration 7Q: 3 clusters Score -383274.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -383369.750000 Penalty: 4215.619629
	Iteration 8Q: 3 clusters Score -383369.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -383440.562500 Penalty: 4215.619629
	Iteration 9Q: 3 clusters Score -383440.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -383504.968750 Penalty: 4215.619629
	Iteration 10Q: 3 clusters Score -383505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -383574.625000 Penalty: 4215.619629
	Iteration 11Q: 3 clusters Score -383574.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -383657.406250 Penalty: 4215.619629
	Iteration 12Q: 3 clusters Score -383657.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -383759.843750 Penalty: 4215.619629
	Iteration 13Q: 3 clusters Score -383759.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -383887.468750 Penalty: 4215.619629
	Iteration 14Q: 3 clusters Score -383887.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -384008.437500 Penalty: 4215.619629
	Iteration 15Q: 3 clusters Score -384008.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -384090.750000 Penalty: 4215.619629
	Iteration 16Q: 3 clusters Score -384090.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -384165.781250 Penalty: 4215.619629
	Iteration 17Q: 3 clusters Score -384165.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -384222.250000 Penalty: 4215.619629
	Iteration 18Q: 3 clusters Score -384222.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -384255.406250 Penalty: 4215.619629
	Iteration 19Q: 3 clusters Score -384255.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -384276.156250 Penalty: 4215.619629
	Iteration 20F: 3 clusters Score -384276.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -384291.375000 Penalty: 4215.619629
	Iteration 21Q: 3 clusters Score -384291.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -384302.656250 Penalty: 4215.619629
	Iteration 22Q: 3 clusters Score -384302.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -384313.343750 Penalty: 4215.619629
	Iteration 23Q: 3 clusters Score -384313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -384321.375000 Penalty: 4215.619629
	Iteration 24Q: 3 clusters Score -384321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -384326.125000 Penalty: 4215.619629
	Iteration 25Q: 3 clusters Score -384326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -384330.531250 Penalty: 4215.619629
	Iteration 26Q: 3 clusters Score -384330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -384332.687500 Penalty: 4215.619629
	Iteration 27Q: 3 clusters Score -384332.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -384335.906250 Penalty: 4215.619629
	Iteration 28Q: 3 clusters Score -384335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -384338.968750 Penalty: 4215.619629
	Iteration 29Q: 3 clusters Score -384339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -384339.656250 Penalty: 4215.619629
	Iteration 30Q: 3 clusters Score -384339.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -384342.781250 Penalty: 4215.619629
	Iteration 31Q: 3 clusters Score -384342.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -384343.593750 Penalty: 4215.619629
	Iteration 32Q: 3 clusters Score -384343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -384343.343750 Penalty: 4215.619629
	Iteration 33Q: 3 clusters Score -384343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -384343.343750 Penalty: 4215.619629
	Iteration 34F: 3 clusters Score -384343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106283.968750 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104075.960938 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104076 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104359.812500 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104359.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -104460.265625 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104460.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104510.953125 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104553.585938 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104553.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104591.992188 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104612.351562 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104612.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104627.125000 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104627.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104638.398438 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -104645.507812 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104652.343750 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104652.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -104659.867188 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104662.945312 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104665.937500 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -104668.117188 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104670.625000 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -104673.460938 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -104673.460938 Penalty: 3589.937988
	Iteration 17F: 3 clusters Score -104673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -146985.250000 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -146985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144652.125000 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -144652.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -145154.312500 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -145154.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145376.218750 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -145376.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145518.578125 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -145518.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -145646.015625 Penalty: 3641.697266
	Iteration 4F: 3 clusters Score -145646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145734.406250 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -145734.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145808.406250 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -145808.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145946.781250 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -145946.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146122.796875 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -146122.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -146314.781250 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -146314.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146443.484375 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -146443.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -146551.671875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -146551.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -146647.734375 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -146647.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -146730.750000 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -146730.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -146781.109375 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -146781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -146805.125000 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -146805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -146818.906250 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -146818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -146829.281250 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -146829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -146835.703125 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -146835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -146838.187500 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -146838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -146838.937500 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -146838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -146839.937500 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -146839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -146839.937500 Penalty: 3641.697266
	Iteration 22F: 3 clusters Score -146839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -550046.937500 Penalty: 2162.997803
	Iteration 0F: 2 clusters Score -550046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -544898.937500 Penalty: 4325.995605
	Iteration 0F: 3 clusters Score -544898.9 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -546991.875000 Penalty: 4325.995605
	Iteration 1F: 3 clusters Score -546991.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -548959.375000 Penalty: 4325.995605
	Iteration 2F: 3 clusters Score -548959.4 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -551219.812500 Penalty: 4325.995605
	Iteration 3F: 3 clusters Score -551219.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -552448.437500 Penalty: 4325.995605
	Iteration 4F: 3 clusters Score -552448.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -552992.750000 Penalty: 4325.995605
	Iteration 5F: 3 clusters Score -552992.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -553138.625000 Penalty: 4325.995605
	Iteration 6Q: 3 clusters Score -553138.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -553199.625000 Penalty: 4325.995605
	Iteration 7Q: 3 clusters Score -553199.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -553223.687500 Penalty: 4325.995605
	Iteration 8Q: 3 clusters Score -553223.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -553244.062500 Penalty: 4325.995605
	Iteration 9Q: 3 clusters Score -553244.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -553259.625000 Penalty: 4325.995605
	Iteration 10Q: 3 clusters Score -553259.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -553274.125000 Penalty: 4325.995605
	Iteration 11Q: 3 clusters Score -553274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -553285.812500 Penalty: 4325.995605
	Iteration 12Q: 3 clusters Score -553285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -553292.375000 Penalty: 4325.995605
	Iteration 13Q: 3 clusters Score -553292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -553298.250000 Penalty: 4325.995605
	Iteration 14Q: 3 clusters Score -553298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -553306.250000 Penalty: 4325.995605
	Iteration 15Q: 3 clusters Score -553306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -553311.312500 Penalty: 4325.995605
	Iteration 16Q: 3 clusters Score -553311.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -553315.812500 Penalty: 4325.995605
	Iteration 17Q: 3 clusters Score -553315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -553316.562500 Penalty: 4325.995605
	Iteration 18Q: 3 clusters Score -553316.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -553316.562500 Penalty: 4325.995605
	Iteration 19F: 3 clusters Score -553316.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 3482 members 
Mstep: Class 59 contains 1390 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5186 members 
Mstep: Class 71 contains 1134 members 
Mstep: Class 72 contains 602 members 
Mstep: Class 73 contains 904 members 
Mstep: Class 74 contains 2653 members 
Entering Unmasked Estep 
Score: -150775552.000000 Penalty: 264117.218750
Splitting cluster 58 changes total score from -150771056.000000 to -150775552.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 59 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -120273.429688 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -120273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118077.062500 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -118077.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -118561.820312 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -118561.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -119045.031250 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -119045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -119799.039062 Penalty: 3589.581299
	Iteration 3F: 3 clusters Score -119799 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -120354.898438 Penalty: 3589.581299
	Iteration 4F: 3 clusters Score -120354.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -120597.828125 Penalty: 3589.581299
	Iteration 5F: 3 clusters Score -120597.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -120827.882812 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -120827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -120959.679688 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -120959.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -121085.335938 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -121085.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -121153.359375 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -121153.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -121239.429688 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -121239.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -121329.359375 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -121329.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -121413.742188 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -121413.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -121488.250000 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -121488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -121509.445312 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -121509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -121518.765625 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -121518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -121528.234375 Penalty: 3589.581299
	Iteration 16Q: 3 clusters Score -121528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -121531.414062 Penalty: 3589.581299
	Iteration 17Q: 3 clusters Score -121531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -121539.289062 Penalty: 3589.581299
	Iteration 18Q: 3 clusters Score -121539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -121546.960938 Penalty: 3589.581299
	Iteration 19Q: 3 clusters Score -121547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -121552.460938 Penalty: 3589.581299
	Iteration 20F: 3 clusters Score -121552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121585.187500 Penalty: 3589.581299
	Iteration 21Q: 3 clusters Score -121585.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -121600.085938 Penalty: 3589.581299
	Iteration 22Q: 3 clusters Score -121600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121616.390625 Penalty: 3589.581299
	Iteration 23Q: 3 clusters Score -121616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -121638.820312 Penalty: 3589.581299
	Iteration 24Q: 3 clusters Score -121638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -121640.890625 Penalty: 3589.581299
	Iteration 25Q: 3 clusters Score -121640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -121642.492188 Penalty: 3589.581299
	Iteration 26Q: 3 clusters Score -121642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -121647.781250 Penalty: 3589.581299
	Iteration 27Q: 3 clusters Score -121647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -121668.531250 Penalty: 3589.581299
	Iteration 28Q: 3 clusters Score -121668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -121685.203125 Penalty: 3589.581299
	Iteration 29Q: 3 clusters Score -121685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -121708.585938 Penalty: 3589.581299
	Iteration 30Q: 3 clusters Score -121708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -121726.812500 Penalty: 3589.581299
	Iteration 31Q: 3 clusters Score -121726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -121736.570312 Penalty: 3589.581299
	Iteration 32Q: 3 clusters Score -121736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -121773.179688 Penalty: 3589.581299
	Iteration 33Q: 3 clusters Score -121773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -121828.484375 Penalty: 3589.581299
	Iteration 34Q: 3 clusters Score -121828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -121854.664062 Penalty: 3589.581299
	Iteration 35Q: 3 clusters Score -121854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -121858.390625 Penalty: 3589.581299
	Iteration 36Q: 3 clusters Score -121858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -121876.460938 Penalty: 3589.581299
	Iteration 37Q: 3 clusters Score -121876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -121885.773438 Penalty: 3589.581299
	Iteration 38Q: 3 clusters Score -121885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -121894.031250 Penalty: 3589.581299
	Iteration 39Q: 3 clusters Score -121894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -121894.031250 Penalty: 3589.581299
	Iteration 40F: 3 clusters Score -121894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 3482 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Mstep: Class 62 contains 103988 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 6196 members 
Mstep: Class 65 contains 1989 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 5511 members 
Mstep: Class 68 contains 1186 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5186 members 
Mstep: Class 71 contains 1134 members 
Mstep: Class 72 contains 602 members 
Mstep: Class 73 contains 904 members 
Mstep: Class 74 contains 2653 members 
Mstep: Class 75 contains 1062 members 
Entering Unmasked Estep 
Score: -150775168.000000 Penalty: 267686.375000
Splitting cluster 59 changes total score from -150771056.000000 to -150775168.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 60 (109399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Entering Unmasked Estep 
Score: -11561816.000000 Penalty: 2877.483887
	Iteration 0F: 2 clusters Score -1.156182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -11490863.000000 Penalty: 5754.967773
	Iteration 0F: 3 clusters Score -1.149086e+07 nChanged 51881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -11520858.000000 Penalty: 5754.967773
	Iteration 1F: 3 clusters Score -1.152086e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -11521949.000000 Penalty: 5754.967773
	Iteration 2Q: 3 clusters Score -1.152195e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -11523476.000000 Penalty: 5754.967773
	Iteration 3Q: 3 clusters Score -1.152348e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -11525782.000000 Penalty: 5754.967773
	Iteration 4Q: 3 clusters Score -1.152578e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -11529137.000000 Penalty: 5754.967773
	Iteration 5F: 3 clusters Score -1.152914e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -11534125.000000 Penalty: 5754.967773
	Iteration 6F: 3 clusters Score -1.153412e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -11540451.000000 Penalty: 5754.967773
	Iteration 7F: 3 clusters Score -1.154045e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -11546839.000000 Penalty: 5754.967773
	Iteration 8F: 3 clusters Score -1.154684e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -11551645.000000 Penalty: 5754.967773
	Iteration 9F: 3 clusters Score -1.155164e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -11554792.000000 Penalty: 5754.967773
	Iteration 10Q: 3 clusters Score -1.155479e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104421 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -11556608.000000 Penalty: 5754.967773
	Iteration 11Q: 3 clusters Score -1.155661e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -11557637.000000 Penalty: 5754.967773
	Iteration 12Q: 3 clusters Score -1.155764e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106351 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -11558188.000000 Penalty: 5754.967773
	Iteration 13Q: 3 clusters Score -1.155819e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11558612.000000 Penalty: 5754.967773
	Iteration 14Q: 3 clusters Score -1.155861e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11558868.000000 Penalty: 5754.967773
	Iteration 15Q: 3 clusters Score -1.155887e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -11559090.000000 Penalty: 5754.967773
	Iteration 16Q: 3 clusters Score -1.155909e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -11559199.000000 Penalty: 5754.967773
	Iteration 17Q: 3 clusters Score -1.15592e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -11559281.000000 Penalty: 5754.967773
	Iteration 18Q: 3 clusters Score -1.155928e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11559373.000000 Penalty: 5754.967773
	Iteration 19Q: 3 clusters Score -1.155937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11559415.000000 Penalty: 5754.967773
	Iteration 20F: 3 clusters Score -1.155942e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11559448.000000 Penalty: 5754.967773
	Iteration 21Q: 3 clusters Score -1.155945e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11559480.000000 Penalty: 5754.967773
	Iteration 22Q: 3 clusters Score -1.155948e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11559525.000000 Penalty: 5754.967773
	Iteration 23Q: 3 clusters Score -1.155952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11559571.000000 Penalty: 5754.967773
	Iteration 24Q: 3 clusters Score -1.155957e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11559594.000000 Penalty: 5754.967773
	Iteration 25Q: 3 clusters Score -1.155959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11559607.000000 Penalty: 5754.967773
	Iteration 26Q: 3 clusters Score -1.155961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11559626.000000 Penalty: 5754.967773
	Iteration 27Q: 3 clusters Score -1.155963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11559611.000000 Penalty: 5754.967773
	Iteration 28Q: 3 clusters Score -1.155961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11559625.000000 Penalty: 5754.967773
	Iteration 29Q: 3 clusters Score -1.155962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11559640.000000 Penalty: 5754.967773
	Iteration 30Q: 3 clusters Score -1.155964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11559650.000000 Penalty: 5754.967773
	Iteration 31Q: 3 clusters Score -1.155965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11559649.000000 Penalty: 5754.967773
	Iteration 32Q: 3 clusters Score -1.155965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11559673.000000 Penalty: 5754.967773
	Iteration 33Q: 3 clusters Score -1.155967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11559683.000000 Penalty: 5754.967773
	Iteration 34Q: 3 clusters Score -1.155968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11559676.000000 Penalty: 5754.967773
	Iteration 35Q: 3 clusters Score -1.155968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11559672.000000 Penalty: 5754.967773
	Iteration 36Q: 3 clusters Score -1.155967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11559682.000000 Penalty: 5754.967773
	Iteration 37Q: 3 clusters Score -1.155968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11559679.000000 Penalty: 5754.967773
	Iteration 38Q: 3 clusters Score -1.155968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11559682.000000 Penalty: 5754.967773
	Iteration 39Q: 3 clusters Score -1.155968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11559684.000000 Penalty: 5754.967773
	Iteration 40F: 3 clusters Score -1.155968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11559688.000000 Penalty: 5754.967773
	Iteration 41Q: 3 clusters Score -1.155969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11559679.000000 Penalty: 5754.967773
	Iteration 42Q: 3 clusters Score -1.155968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11559688.000000 Penalty: 5754.967773
	Iteration 43Q: 3 clusters Score -1.155969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11559686.000000 Penalty: 5754.967773
	Iteration 44Q: 3 clusters Score -1.155969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11559686.000000 Penalty: 5754.967773
	Iteration 45F: 3 clusters Score -1.155969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Entering Unmasked Estep 
Score: -1320937.000000 Penalty: 2413.679932
	Iteration 0F: 2 clusters Score -1320937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1308911.125000 Penalty: 4827.359863
	Iteration 0F: 3 clusters Score -1308911 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1313175.125000 Penalty: 4827.359863
	Iteration 1F: 3 clusters Score -1313175 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1313955.375000 Penalty: 4827.359863
	Iteration 2F: 3 clusters Score -1313955 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1314753.250000 Penalty: 4827.359863
	Iteration 3F: 3 clusters Score -1314753 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1315608.500000 Penalty: 4827.359863
	Iteration 4F: 3 clusters Score -1315608 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1316460.500000 Penalty: 4827.359863
	Iteration 5F: 3 clusters Score -1316460 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1317171.250000 Penalty: 4827.359863
	Iteration 6F: 3 clusters Score -1317171 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1317743.000000 Penalty: 4827.359863
	Iteration 7Q: 3 clusters Score -1317743 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1318234.000000 Penalty: 4827.359863
	Iteration 8Q: 3 clusters Score -1318234 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1318666.250000 Penalty: 4827.359863
	Iteration 9Q: 3 clusters Score -1318666 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1319002.000000 Penalty: 4827.359863
	Iteration 10Q: 3 clusters Score -1319002 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1319202.125000 Penalty: 4827.359863
	Iteration 11Q: 3 clusters Score -1319202 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1319295.750000 Penalty: 4827.359863
	Iteration 12Q: 3 clusters Score -1319296 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1319349.125000 Penalty: 4827.359863
	Iteration 13Q: 3 clusters Score -1319349 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1319389.000000 Penalty: 4827.359863
	Iteration 14Q: 3 clusters Score -1319389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1319414.500000 Penalty: 4827.359863
	Iteration 15Q: 3 clusters Score -1319414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1319428.250000 Penalty: 4827.359863
	Iteration 16Q: 3 clusters Score -1319428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1319437.000000 Penalty: 4827.359863
	Iteration 17Q: 3 clusters Score -1319437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1319453.750000 Penalty: 4827.359863
	Iteration 18Q: 3 clusters Score -1319454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1319469.250000 Penalty: 4827.359863
	Iteration 19Q: 3 clusters Score -1319469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1319499.875000 Penalty: 4827.359863
	Iteration 20F: 3 clusters Score -1319500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1319515.250000 Penalty: 4827.359863
	Iteration 21Q: 3 clusters Score -1319515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1319538.000000 Penalty: 4827.359863
	Iteration 22Q: 3 clusters Score -1319538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1319550.500000 Penalty: 4827.359863
	Iteration 23Q: 3 clusters Score -1319550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1319560.625000 Penalty: 4827.359863
	Iteration 24Q: 3 clusters Score -1319561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1319573.375000 Penalty: 4827.359863
	Iteration 25Q: 3 clusters Score -1319573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1319579.875000 Penalty: 4827.359863
	Iteration 26Q: 3 clusters Score -1319580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1319588.000000 Penalty: 4827.359863
	Iteration 27Q: 3 clusters Score -1319588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1319591.000000 Penalty: 4827.359863
	Iteration 28Q: 3 clusters Score -1319591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1319596.250000 Penalty: 4827.359863
	Iteration 29Q: 3 clusters Score -1319596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1319602.500000 Penalty: 4827.359863
	Iteration 30Q: 3 clusters Score -1319602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1319601.750000 Penalty: 4827.359863
	Iteration 31Q: 3 clusters Score -1319602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1319608.500000 Penalty: 4827.359863
	Iteration 32Q: 3 clusters Score -1319608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1319610.250000 Penalty: 4827.359863
	Iteration 33Q: 3 clusters Score -1319610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1319608.875000 Penalty: 4827.359863
	Iteration 34Q: 3 clusters Score -1319609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1319613.000000 Penalty: 4827.359863
	Iteration 35Q: 3 clusters Score -1319613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1319611.000000 Penalty: 4827.359863
	Iteration 36Q: 3 clusters Score -1319611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1319611.000000 Penalty: 4827.359863
	Iteration 37Q: 3 clusters Score -1319611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1319609.500000 Penalty: 4827.359863
	Iteration 38Q: 3 clusters Score -1319610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1319611.500000 Penalty: 4827.359863
	Iteration 39Q: 3 clusters Score -1319612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1319612.000000 Penalty: 4827.359863
	Iteration 40F: 3 clusters Score -1319612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1319612.125000 Penalty: 4827.359863
	Iteration 41Q: 3 clusters Score -1319612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1319608.750000 Penalty: 4827.359863
	Iteration 42Q: 3 clusters Score -1319609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1319608.625000 Penalty: 4827.359863
	Iteration 43Q: 3 clusters Score -1319609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1319608.500000 Penalty: 4827.359863
	Iteration 44Q: 3 clusters Score -1319608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1319610.625000 Penalty: 4827.359863
	Iteration 45Q: 3 clusters Score -1319611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1319616.000000 Penalty: 4827.359863
	Iteration 46Q: 3 clusters Score -1319616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1319617.000000 Penalty: 4827.359863
	Iteration 47Q: 3 clusters Score -1319617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1319615.875000 Penalty: 4827.359863
	Iteration 48Q: 3 clusters Score -1319616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1319615.125000 Penalty: 4827.359863
	Iteration 49Q: 3 clusters Score -1319615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1319616.125000 Penalty: 4827.359863
	Iteration 50Q: 3 clusters Score -1319616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1319616.125000 Penalty: 4827.359863
	Iteration 51Q: 3 clusters Score -1319616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1319617.625000 Penalty: 4827.359863
	Iteration 52Q: 3 clusters Score -1319618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1319616.500000 Penalty: 4827.359863
	Iteration 53Q: 3 clusters Score -1319616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1319617.000000 Penalty: 4827.359863
	Iteration 54Q: 3 clusters Score -1319617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1319616.000000 Penalty: 4827.359863
	Iteration 55Q: 3 clusters Score -1319616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1319617.250000 Penalty: 4827.359863
	Iteration 56Q: 3 clusters Score -1319617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1319618.875000 Penalty: 4827.359863
	Iteration 57Q: 3 clusters Score -1319619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1319618.875000 Penalty: 4827.359863
	Iteration 58F: 3 clusters Score -1319619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 163612 members 
Mstep: Class 8 contains 17301 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 12919 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 138924 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 100105 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 52795 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 8107 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 19274 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20617 members 
Mstep: Class 32 contains 139437 members 
Mstep: Class 33 contains 121305 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80795 members 
Mstep: Class 37 contains 39448 members 
Mstep: Class 38 contains 3773 members 
Mstep: Class 39 contains 35326 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3435 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1061 members 
Mstep: Class 45 contains 133911 members 
Mstep: Class 46 contains 1724 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 1098 members 
Mstep: Class 51 contains 17622 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 1732 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1544 members 
Mstep: Class 58 contains 3482 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 109399 members 
Mstep: Class 61 contains 16858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150781056.000000 Penalty: 267686.375000
Iteration 119Q: 76 clusters Score -1.507811e+08 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 5955 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 163320 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 3204 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 12988 members 
Mstep: Class 13 contains 25395 members 
Mstep: Class 14 contains 42920 members 
Mstep: Class 15 contains 138581 members 
Mstep: Class 16 contains 12735 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 99913 members 
Mstep: Class 20 contains 11820 members 
Mstep: Class 21 contains 6445 members 
Mstep: Class 22 contains 52626 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 3470 members 
Mstep: Class 27 contains 9655 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 19315 members 
Mstep: Class 30 contains 9323 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 139154 members 
Mstep: Class 33 contains 121299 members 
Mstep: Class 34 contains 733 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80404 members 
Mstep: Class 37 contains 39545 members 
Mstep: Class 38 contains 3770 members 
Mstep: Class 39 contains 35276 members 
Mstep: Class 40 contains 3096 members 
Mstep: Class 41 contains 3365 members 
Mstep: Class 42 contains 5907 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 1065 members 
Mstep: Class 45 contains 133628 members 
Mstep: Class 46 contains 1743 members 
Mstep: Class 47 contains 20877 members 
Mstep: Class 48 contains 6118 members 
Mstep: Class 49 contains 4281 members 
Mstep: Class 50 contains 1386 members 
Mstep: Class 51 contains 17513 members 
Mstep: Class 52 contains 300 members 
Mstep: Class 53 contains 5558 members 
Mstep: Class 54 contains 1811 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1523 members 
Mstep: Class 58 contains 4168 members 
Mstep: Class 59 contains 363 members 
Mstep: Class 60 contains 109929 members 
Mstep: Class 61 contains 16753 members 
Mstep: Class 62 contains 103312 members 
Mstep: Class 63 contains 792 members 
Mstep: Class 64 contains 5917 members 
Mstep: Class 65 contains 1908 members 
Mstep: Class 66 contains 4070 members 
Mstep: Class 67 contains 5701 members 
Mstep: Class 68 contains 1169 members 
Mstep: Class 69 contains 4308 members 
Mstep: Class 70 contains 5008 members 
Mstep: Class 71 contains 1032 members 
Mstep: Class 72 contains 614 members 
Mstep: Class 73 contains 860 members 
Mstep: Class 74 contains 2519 members 
Mstep: Class 75 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150787632.000000 Penalty: 267686.375000
Iteration 120F: 76 clusters Score -1.507876e+08 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 163090 members 
Mstep: Class 8 contains 17198 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 12903 members 
Mstep: Class 13 contains 25186 members 
Mstep: Class 14 contains 42899 members 
Mstep: Class 15 contains 138387 members 
Mstep: Class 16 contains 12706 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 169746 members 
Mstep: Class 19 contains 99774 members 
Mstep: Class 20 contains 11693 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 52464 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 3719 members 
Mstep: Class 27 contains 10757 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 19075 members 
Mstep: Class 30 contains 9303 members 
Mstep: Class 31 contains 20505 members 
Mstep: Class 32 contains 138954 members 
Mstep: Class 33 contains 121297 members 
Mstep: Class 34 contains 716 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 80036 members 
Mstep: Class 37 contains 39338 members 
Mstep: Class 38 contains 3775 members 
Mstep: Class 39 contains 35223 members 
Mstep: Class 40 contains 3087 members 
Mstep: Class 41 contains 3305 members 
Mstep: Class 42 contains 5870 members 
Mstep: Class 43 contains 6433 members 
Mstep: Class 44 contains 1065 members 
Mstep: Class 45 contains 133336 members 
Mstep: Class 46 contains 1705 members 
Mstep: Class 47 contains 20870 members 
Mstep: Class 48 contains 6110 members 
Mstep: Class 49 contains 4365 members 
Mstep: Class 50 contains 1562 members 
Mstep: Class 51 contains 17437 members 
Mstep: Class 52 contains 281 members 
Mstep: Class 53 contains 5543 members 
Mstep: Class 54 contains 1850 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1450 members 
Mstep: Class 58 contains 4532 members 
Mstep: Class 59 contains 390 members 
Mstep: Class 60 contains 110405 members 
Mstep: Class 61 contains 16604 members 
Mstep: Class 62 contains 103152 members 
Mstep: Class 63 contains 874 members 
Mstep: Class 64 contains 6082 members 
Mstep: Class 65 contains 1953 members 
Mstep: Class 66 contains 4087 members 
Mstep: Class 67 contains 6231 members 
Mstep: Class 68 contains 1194 members 
Mstep: Class 69 contains 4343 members 
Mstep: Class 70 contains 5079 members 
Mstep: Class 71 contains 1099 members 
Mstep: Class 72 contains 688 members 
Mstep: Class 73 contains 932 members 
Mstep: Class 74 contains 2598 members 
Mstep: Class 75 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150789840.000000 Penalty: 267686.375000
Iteration 121Q: 76 clusters Score -1.507898e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 162933 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 12858 members 
Mstep: Class 13 contains 25078 members 
Mstep: Class 14 contains 42915 members 
Mstep: Class 15 contains 138245 members 
Mstep: Class 16 contains 12687 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 169751 members 
Mstep: Class 19 contains 99667 members 
Mstep: Class 20 contains 11626 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 52324 members 
Mstep: Class 23 contains 1688 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 3826 members 
Mstep: Class 27 contains 11634 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 18945 members 
Mstep: Class 30 contains 9279 members 
Mstep: Class 31 contains 20466 members 
Mstep: Class 32 contains 138779 members 
Mstep: Class 33 contains 121315 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 79683 members 
Mstep: Class 37 contains 39200 members 
Mstep: Class 38 contains 3780 members 
Mstep: Class 39 contains 35177 members 
Mstep: Class 40 contains 3085 members 
Mstep: Class 41 contains 3258 members 
Mstep: Class 42 contains 5871 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1066 members 
Mstep: Class 45 contains 133087 members 
Mstep: Class 46 contains 1678 members 
Mstep: Class 47 contains 20861 members 
Mstep: Class 48 contains 6114 members 
Mstep: Class 49 contains 4446 members 
Mstep: Class 50 contains 1674 members 
Mstep: Class 51 contains 17360 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 5520 members 
Mstep: Class 54 contains 1865 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1415 members 
Mstep: Class 58 contains 4777 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 110823 members 
Mstep: Class 61 contains 16509 members 
Mstep: Class 62 contains 102974 members 
Mstep: Class 63 contains 894 members 
Mstep: Class 64 contains 6153 members 
Mstep: Class 65 contains 1974 members 
Mstep: Class 66 contains 4087 members 
Mstep: Class 67 contains 6551 members 
Mstep: Class 68 contains 1193 members 
Mstep: Class 69 contains 4372 members 
Mstep: Class 70 contains 5106 members 
Mstep: Class 71 contains 1157 members 
Mstep: Class 72 contains 728 members 
Mstep: Class 73 contains 952 members 
Mstep: Class 74 contains 2606 members 
Mstep: Class 75 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150790256.000000 Penalty: 267686.375000
Iteration 122Q: 76 clusters Score -1.507903e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 162821 members 
Mstep: Class 8 contains 17260 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 12839 members 
Mstep: Class 13 contains 24981 members 
Mstep: Class 14 contains 42930 members 
Mstep: Class 15 contains 138153 members 
Mstep: Class 16 contains 12674 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 169756 members 
Mstep: Class 19 contains 99586 members 
Mstep: Class 20 contains 11585 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 52198 members 
Mstep: Class 23 contains 1684 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3955 members 
Mstep: Class 26 contains 3893 members 
Mstep: Class 27 contains 12307 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 18867 members 
Mstep: Class 30 contains 9252 members 
Mstep: Class 31 contains 20428 members 
Mstep: Class 32 contains 138620 members 
Mstep: Class 33 contains 121342 members 
Mstep: Class 34 contains 697 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 79357 members 
Mstep: Class 37 contains 39104 members 
Mstep: Class 38 contains 3780 members 
Mstep: Class 39 contains 35148 members 
Mstep: Class 40 contains 3083 members 
Mstep: Class 41 contains 3231 members 
Mstep: Class 42 contains 5886 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1066 members 
Mstep: Class 45 contains 132858 members 
Mstep: Class 46 contains 1669 members 
Mstep: Class 47 contains 20852 members 
Mstep: Class 48 contains 6113 members 
Mstep: Class 49 contains 4524 members 
Mstep: Class 50 contains 1774 members 
Mstep: Class 51 contains 17313 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 5507 members 
Mstep: Class 54 contains 1879 members 
Mstep: Class 55 contains 4911 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1398 members 
Mstep: Class 58 contains 4925 members 
Mstep: Class 59 contains 415 members 
Mstep: Class 60 contains 111244 members 
Mstep: Class 61 contains 16435 members 
Mstep: Class 62 contains 102813 members 
Mstep: Class 63 contains 894 members 
Mstep: Class 64 contains 6205 members 
Mstep: Class 65 contains 1963 members 
Mstep: Class 66 contains 4093 members 
Mstep: Class 67 contains 6760 members 
Mstep: Class 68 contains 1192 members 
Mstep: Class 69 contains 4385 members 
Mstep: Class 70 contains 5124 members 
Mstep: Class 71 contains 1187 members 
Mstep: Class 72 contains 753 members 
Mstep: Class 73 contains 956 members 
Mstep: Class 74 contains 2624 members 
Mstep: Class 75 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150791328.000000 Penalty: 267686.375000
Iteration 123Q: 76 clusters Score -1.507913e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1387 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 162721 members 
Mstep: Class 8 contains 17326 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 12819 members 
Mstep: Class 13 contains 24904 members 
Mstep: Class 14 contains 42954 members 
Mstep: Class 15 contains 138131 members 
Mstep: Class 16 contains 12643 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 169763 members 
Mstep: Class 19 contains 99494 members 
Mstep: Class 20 contains 11574 members 
Mstep: Class 21 contains 6430 members 
Mstep: Class 22 contains 52109 members 
Mstep: Class 23 contains 1685 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 12874 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 18801 members 
Mstep: Class 30 contains 9237 members 
Mstep: Class 31 contains 20400 members 
Mstep: Class 32 contains 138480 members 
Mstep: Class 33 contains 121377 members 
Mstep: Class 34 contains 686 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 79079 members 
Mstep: Class 37 contains 39016 members 
Mstep: Class 38 contains 3780 members 
Mstep: Class 39 contains 35127 members 
Mstep: Class 40 contains 3082 members 
Mstep: Class 41 contains 3203 members 
Mstep: Class 42 contains 5898 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1068 members 
Mstep: Class 45 contains 132636 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 20842 members 
Mstep: Class 48 contains 6104 members 
Mstep: Class 49 contains 4581 members 
Mstep: Class 50 contains 1845 members 
Mstep: Class 51 contains 17277 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 5499 members 
Mstep: Class 54 contains 1888 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1391 members 
Mstep: Class 58 contains 5031 members 
Mstep: Class 59 contains 426 members 
Mstep: Class 60 contains 111605 members 
Mstep: Class 61 contains 16363 members 
Mstep: Class 62 contains 102701 members 
Mstep: Class 63 contains 884 members 
Mstep: Class 64 contains 6246 members 
Mstep: Class 65 contains 1954 members 
Mstep: Class 66 contains 4088 members 
Mstep: Class 67 contains 6926 members 
Mstep: Class 68 contains 1192 members 
Mstep: Class 69 contains 4397 members 
Mstep: Class 70 contains 5135 members 
Mstep: Class 71 contains 1213 members 
Mstep: Class 72 contains 764 members 
Mstep: Class 73 contains 959 members 
Mstep: Class 74 contains 2629 members 
Mstep: Class 75 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150791472.000000 Penalty: 267686.375000
Iteration 124Q: 76 clusters Score -1.507915e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162651 members 
Mstep: Class 8 contains 17400 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 12813 members 
Mstep: Class 13 contains 24835 members 
Mstep: Class 14 contains 42958 members 
Mstep: Class 15 contains 138053 members 
Mstep: Class 16 contains 12621 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 169769 members 
Mstep: Class 19 contains 99468 members 
Mstep: Class 20 contains 11556 members 
Mstep: Class 21 contains 6424 members 
Mstep: Class 22 contains 52033 members 
Mstep: Class 23 contains 1686 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 13333 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 18750 members 
Mstep: Class 30 contains 9224 members 
Mstep: Class 31 contains 20385 members 
Mstep: Class 32 contains 138377 members 
Mstep: Class 33 contains 121404 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 78793 members 
Mstep: Class 37 contains 38937 members 
Mstep: Class 38 contains 3780 members 
Mstep: Class 39 contains 35103 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3185 members 
Mstep: Class 42 contains 5910 members 
Mstep: Class 43 contains 6431 members 
Mstep: Class 44 contains 1069 members 
Mstep: Class 45 contains 132436 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 20835 members 
Mstep: Class 48 contains 6100 members 
Mstep: Class 49 contains 4636 members 
Mstep: Class 50 contains 1901 members 
Mstep: Class 51 contains 17256 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 5494 members 
Mstep: Class 54 contains 1896 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1378 members 
Mstep: Class 58 contains 5103 members 
Mstep: Class 59 contains 435 members 
Mstep: Class 60 contains 111960 members 
Mstep: Class 61 contains 16318 members 
Mstep: Class 62 contains 102605 members 
Mstep: Class 63 contains 886 members 
Mstep: Class 64 contains 6284 members 
Mstep: Class 65 contains 1952 members 
Mstep: Class 66 contains 4084 members 
Mstep: Class 67 contains 7039 members 
Mstep: Class 68 contains 1193 members 
Mstep: Class 69 contains 4400 members 
Mstep: Class 70 contains 5141 members 
Mstep: Class 71 contains 1224 members 
Mstep: Class 72 contains 775 members 
Mstep: Class 73 contains 959 members 
Mstep: Class 74 contains 2643 members 
Mstep: Class 75 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150791840.000000 Penalty: 267686.375000
Iteration 125Q: 76 clusters Score -1.507918e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7679 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162600 members 
Mstep: Class 8 contains 17440 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 12804 members 
Mstep: Class 13 contains 24780 members 
Mstep: Class 14 contains 42963 members 
Mstep: Class 15 contains 137960 members 
Mstep: Class 16 contains 12595 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 169770 members 
Mstep: Class 19 contains 99441 members 
Mstep: Class 20 contains 11542 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 51952 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3970 members 
Mstep: Class 27 contains 13742 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 18723 members 
Mstep: Class 30 contains 9207 members 
Mstep: Class 31 contains 20372 members 
Mstep: Class 32 contains 138322 members 
Mstep: Class 33 contains 121448 members 
Mstep: Class 34 contains 680 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 78525 members 
Mstep: Class 37 contains 38869 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 35086 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3164 members 
Mstep: Class 42 contains 5910 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 132250 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 20831 members 
Mstep: Class 48 contains 6095 members 
Mstep: Class 49 contains 4668 members 
Mstep: Class 50 contains 1961 members 
Mstep: Class 51 contains 17239 members 
Mstep: Class 52 contains 279 members 
Mstep: Class 53 contains 5492 members 
Mstep: Class 54 contains 1900 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 5160 members 
Mstep: Class 59 contains 443 members 
Mstep: Class 60 contains 112289 members 
Mstep: Class 61 contains 16287 members 
Mstep: Class 62 contains 102540 members 
Mstep: Class 63 contains 890 members 
Mstep: Class 64 contains 6313 members 
Mstep: Class 65 contains 1953 members 
Mstep: Class 66 contains 4084 members 
Mstep: Class 67 contains 7121 members 
Mstep: Class 68 contains 1191 members 
Mstep: Class 69 contains 4400 members 
Mstep: Class 70 contains 5148 members 
Mstep: Class 71 contains 1236 members 
Mstep: Class 72 contains 783 members 
Mstep: Class 73 contains 960 members 
Mstep: Class 74 contains 2650 members 
Mstep: Class 75 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792144.000000 Penalty: 267686.375000
Iteration 126Q: 76 clusters Score -1.507921e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7680 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162557 members 
Mstep: Class 8 contains 17467 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 12798 members 
Mstep: Class 13 contains 24754 members 
Mstep: Class 14 contains 42978 members 
Mstep: Class 15 contains 137902 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 169770 members 
Mstep: Class 19 contains 99453 members 
Mstep: Class 20 contains 11546 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 51885 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 14079 members 
Mstep: Class 28 contains 3740 members 
Mstep: Class 29 contains 18707 members 
Mstep: Class 30 contains 9197 members 
Mstep: Class 31 contains 20366 members 
Mstep: Class 32 contains 138284 members 
Mstep: Class 33 contains 121481 members 
Mstep: Class 34 contains 678 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 78246 members 
Mstep: Class 37 contains 38811 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 35062 members 
Mstep: Class 40 contains 3081 members 
Mstep: Class 41 contains 3135 members 
Mstep: Class 42 contains 5911 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1070 members 
Mstep: Class 45 contains 132098 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 20831 members 
Mstep: Class 48 contains 6088 members 
Mstep: Class 49 contains 4689 members 
Mstep: Class 50 contains 2006 members 
Mstep: Class 51 contains 17216 members 
Mstep: Class 52 contains 278 members 
Mstep: Class 53 contains 5492 members 
Mstep: Class 54 contains 1901 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1371 members 
Mstep: Class 58 contains 5196 members 
Mstep: Class 59 contains 447 members 
Mstep: Class 60 contains 112564 members 
Mstep: Class 61 contains 16252 members 
Mstep: Class 62 contains 102483 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6340 members 
Mstep: Class 65 contains 1954 members 
Mstep: Class 66 contains 4079 members 
Mstep: Class 67 contains 7178 members 
Mstep: Class 68 contains 1192 members 
Mstep: Class 69 contains 4399 members 
Mstep: Class 70 contains 5155 members 
Mstep: Class 71 contains 1241 members 
Mstep: Class 72 contains 792 members 
Mstep: Class 73 contains 961 members 
Mstep: Class 74 contains 2661 members 
Mstep: Class 75 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792224.000000 Penalty: 267686.375000
Iteration 127Q: 76 clusters Score -1.507922e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162524 members 
Mstep: Class 8 contains 17495 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 12792 members 
Mstep: Class 13 contains 24717 members 
Mstep: Class 14 contains 42988 members 
Mstep: Class 15 contains 137868 members 
Mstep: Class 16 contains 12545 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 169768 members 
Mstep: Class 19 contains 99461 members 
Mstep: Class 20 contains 11547 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 51824 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 14364 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 18701 members 
Mstep: Class 30 contains 9192 members 
Mstep: Class 31 contains 20360 members 
Mstep: Class 32 contains 138210 members 
Mstep: Class 33 contains 121533 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 5238 members 
Mstep: Class 36 contains 78044 members 
Mstep: Class 37 contains 38765 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 35040 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 3108 members 
Mstep: Class 42 contains 5912 members 
Mstep: Class 43 contains 6429 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 131969 members 
Mstep: Class 46 contains 1646 members 
Mstep: Class 47 contains 20831 members 
Mstep: Class 48 contains 6079 members 
Mstep: Class 49 contains 4704 members 
Mstep: Class 50 contains 2049 members 
Mstep: Class 51 contains 17192 members 
Mstep: Class 52 contains 281 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1901 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1375 members 
Mstep: Class 58 contains 5238 members 
Mstep: Class 59 contains 448 members 
Mstep: Class 60 contains 112790 members 
Mstep: Class 61 contains 16226 members 
Mstep: Class 62 contains 102441 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 6364 members 
Mstep: Class 65 contains 1954 members 
Mstep: Class 66 contains 4076 members 
Mstep: Class 67 contains 7224 members 
Mstep: Class 68 contains 1193 members 
Mstep: Class 69 contains 4399 members 
Mstep: Class 70 contains 5162 members 
Mstep: Class 71 contains 1248 members 
Mstep: Class 72 contains 790 members 
Mstep: Class 73 contains 962 members 
Mstep: Class 74 contains 2667 members 
Mstep: Class 75 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792336.000000 Penalty: 267686.375000
Iteration 128Q: 76 clusters Score -1.507923e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7682 members 
Mstep: Class 3 contains 1383 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 1382 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162491 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 13 contains 24701 members 
Mstep: Class 14 contains 42994 members 
Mstep: Class 15 contains 137864 members 
Mstep: Class 16 contains 12512 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 169769 members 
Mstep: Class 19 contains 99502 members 
Mstep: Class 20 contains 11543 members 
Mstep: Class 21 contains 6417 members 
Mstep: Class 22 contains 51779 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3988 members 
Mstep: Class 27 contains 14633 members 
Mstep: Class 28 contains 3716 members 
Mstep: Class 29 contains 18694 members 
Mstep: Class 30 contains 9189 members 
Mstep: Class 31 contains 20354 members 
Mstep: Class 32 contains 138111 members 
Mstep: Class 33 contains 121578 members 
Mstep: Class 34 contains 673 members 
Mstep: Class 35 contains 5237 members 
Mstep: Class 36 contains 77799 members 
Mstep: Class 37 contains 38736 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 35016 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3081 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 6429 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 131847 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 20831 members 
Mstep: Class 48 contains 6072 members 
Mstep: Class 49 contains 4710 members 
Mstep: Class 50 contains 2082 members 
Mstep: Class 51 contains 17166 members 
Mstep: Class 52 contains 285 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1902 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1373 members 
Mstep: Class 58 contains 5269 members 
Mstep: Class 59 contains 448 members 
Mstep: Class 60 contains 113027 members 
Mstep: Class 61 contains 16203 members 
Mstep: Class 62 contains 102421 members 
Mstep: Class 63 contains 905 members 
Mstep: Class 64 contains 6390 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4072 members 
Mstep: Class 67 contains 7254 members 
Mstep: Class 68 contains 1192 members 
Mstep: Class 69 contains 4398 members 
Mstep: Class 70 contains 5165 members 
Mstep: Class 71 contains 1257 members 
Mstep: Class 72 contains 791 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2669 members 
Mstep: Class 75 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792048.000000 Penalty: 267686.375000
Iteration 129Q: 76 clusters Score -1.50792e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 162466 members 
Mstep: Class 8 contains 17556 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5639 members 
Mstep: Class 12 contains 12788 members 
Mstep: Class 13 contains 24678 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 137888 members 
Mstep: Class 16 contains 12486 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 169771 members 
Mstep: Class 19 contains 99562 members 
Mstep: Class 20 contains 11541 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 51740 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3991 members 
Mstep: Class 27 contains 14837 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 18690 members 
Mstep: Class 30 contains 9186 members 
Mstep: Class 31 contains 20352 members 
Mstep: Class 32 contains 137990 members 
Mstep: Class 33 contains 121624 members 
Mstep: Class 34 contains 674 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 77584 members 
Mstep: Class 37 contains 38702 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 35006 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3066 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 6429 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 131721 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 20829 members 
Mstep: Class 48 contains 6053 members 
Mstep: Class 49 contains 4720 members 
Mstep: Class 50 contains 2117 members 
Mstep: Class 51 contains 17137 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 5489 members 
Mstep: Class 54 contains 1903 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1369 members 
Mstep: Class 58 contains 5285 members 
Mstep: Class 59 contains 450 members 
Mstep: Class 60 contains 113222 members 
Mstep: Class 61 contains 16191 members 
Mstep: Class 62 contains 102394 members 
Mstep: Class 63 contains 902 members 
Mstep: Class 64 contains 6417 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4076 members 
Mstep: Class 67 contains 7278 members 
Mstep: Class 68 contains 1192 members 
Mstep: Class 69 contains 4395 members 
Mstep: Class 70 contains 5170 members 
Mstep: Class 71 contains 1263 members 
Mstep: Class 72 contains 791 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2676 members 
Mstep: Class 75 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792432.000000 Penalty: 267686.375000
Iteration 130Q: 76 clusters Score -1.507924e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 162434 members 
Mstep: Class 8 contains 17605 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5642 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 13 contains 24660 members 
Mstep: Class 14 contains 43054 members 
Mstep: Class 15 contains 137929 members 
Mstep: Class 16 contains 12469 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 169770 members 
Mstep: Class 19 contains 99667 members 
Mstep: Class 20 contains 11541 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 51716 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 15013 members 
Mstep: Class 28 contains 3711 members 
Mstep: Class 29 contains 18683 members 
Mstep: Class 30 contains 9181 members 
Mstep: Class 31 contains 20348 members 
Mstep: Class 32 contains 137856 members 
Mstep: Class 33 contains 121661 members 
Mstep: Class 34 contains 671 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 77385 members 
Mstep: Class 37 contains 38670 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 34992 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3051 members 
Mstep: Class 42 contains 5912 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1072 members 
Mstep: Class 45 contains 131625 members 
Mstep: Class 46 contains 1636 members 
Mstep: Class 47 contains 20830 members 
Mstep: Class 48 contains 6041 members 
Mstep: Class 49 contains 4724 members 
Mstep: Class 50 contains 2147 members 
Mstep: Class 51 contains 17120 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 5489 members 
Mstep: Class 54 contains 1905 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1367 members 
Mstep: Class 58 contains 5304 members 
Mstep: Class 59 contains 452 members 
Mstep: Class 60 contains 113330 members 
Mstep: Class 61 contains 16170 members 
Mstep: Class 62 contains 102381 members 
Mstep: Class 63 contains 900 members 
Mstep: Class 64 contains 6428 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4075 members 
Mstep: Class 67 contains 7297 members 
Mstep: Class 68 contains 1191 members 
Mstep: Class 69 contains 4395 members 
Mstep: Class 70 contains 5173 members 
Mstep: Class 71 contains 1267 members 
Mstep: Class 72 contains 796 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2684 members 
Mstep: Class 75 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792416.000000 Penalty: 267686.375000
Iteration 131Q: 76 clusters Score -1.507924e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162415 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 24655 members 
Mstep: Class 14 contains 43083 members 
Mstep: Class 15 contains 137963 members 
Mstep: Class 16 contains 12438 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 169770 members 
Mstep: Class 19 contains 99796 members 
Mstep: Class 20 contains 11538 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 51686 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 15182 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 18674 members 
Mstep: Class 30 contains 9178 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 137722 members 
Mstep: Class 33 contains 121697 members 
Mstep: Class 34 contains 670 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 77182 members 
Mstep: Class 37 contains 38643 members 
Mstep: Class 38 contains 3779 members 
Mstep: Class 39 contains 34982 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3039 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1072 members 
Mstep: Class 45 contains 131533 members 
Mstep: Class 46 contains 1636 members 
Mstep: Class 47 contains 20829 members 
Mstep: Class 48 contains 6030 members 
Mstep: Class 49 contains 4728 members 
Mstep: Class 50 contains 2175 members 
Mstep: Class 51 contains 17103 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1906 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1364 members 
Mstep: Class 58 contains 5315 members 
Mstep: Class 59 contains 458 members 
Mstep: Class 60 contains 113441 members 
Mstep: Class 61 contains 16152 members 
Mstep: Class 62 contains 102370 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6437 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4073 members 
Mstep: Class 67 contains 7314 members 
Mstep: Class 68 contains 1190 members 
Mstep: Class 69 contains 4395 members 
Mstep: Class 70 contains 5174 members 
Mstep: Class 71 contains 1275 members 
Mstep: Class 72 contains 800 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2699 members 
Mstep: Class 75 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792816.000000 Penalty: 267686.375000
Iteration 132Q: 76 clusters Score -1.507928e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162402 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 13 contains 24643 members 
Mstep: Class 14 contains 43112 members 
Mstep: Class 15 contains 138000 members 
Mstep: Class 16 contains 12411 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 169774 members 
Mstep: Class 19 contains 99945 members 
Mstep: Class 20 contains 11540 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 51668 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4000 members 
Mstep: Class 27 contains 15312 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18667 members 
Mstep: Class 30 contains 9176 members 
Mstep: Class 31 contains 20344 members 
Mstep: Class 32 contains 137591 members 
Mstep: Class 33 contains 121739 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 77044 members 
Mstep: Class 37 contains 38616 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34970 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3026 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1074 members 
Mstep: Class 45 contains 131446 members 
Mstep: Class 46 contains 1639 members 
Mstep: Class 47 contains 20825 members 
Mstep: Class 48 contains 6024 members 
Mstep: Class 49 contains 4729 members 
Mstep: Class 50 contains 2201 members 
Mstep: Class 51 contains 17092 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1907 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1363 members 
Mstep: Class 58 contains 5327 members 
Mstep: Class 59 contains 458 members 
Mstep: Class 60 contains 113478 members 
Mstep: Class 61 contains 16136 members 
Mstep: Class 62 contains 102362 members 
Mstep: Class 63 contains 896 members 
Mstep: Class 64 contains 6447 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4072 members 
Mstep: Class 67 contains 7329 members 
Mstep: Class 68 contains 1191 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5175 members 
Mstep: Class 71 contains 1274 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2706 members 
Mstep: Class 75 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793168.000000 Penalty: 267686.375000
Iteration 133Q: 76 clusters Score -1.507932e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 162383 members 
Mstep: Class 8 contains 17678 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 12786 members 
Mstep: Class 13 contains 24640 members 
Mstep: Class 14 contains 43128 members 
Mstep: Class 15 contains 138051 members 
Mstep: Class 16 contains 12385 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 169776 members 
Mstep: Class 19 contains 100128 members 
Mstep: Class 20 contains 11543 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 51646 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4004 members 
Mstep: Class 27 contains 15444 members 
Mstep: Class 28 contains 3695 members 
Mstep: Class 29 contains 18661 members 
Mstep: Class 30 contains 9173 members 
Mstep: Class 31 contains 20336 members 
Mstep: Class 32 contains 137450 members 
Mstep: Class 33 contains 121776 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76911 members 
Mstep: Class 37 contains 38605 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34962 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 3010 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1074 members 
Mstep: Class 45 contains 131360 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 20822 members 
Mstep: Class 48 contains 6008 members 
Mstep: Class 49 contains 4733 members 
Mstep: Class 50 contains 2226 members 
Mstep: Class 51 contains 17087 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1907 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1365 members 
Mstep: Class 58 contains 5332 members 
Mstep: Class 59 contains 458 members 
Mstep: Class 60 contains 113476 members 
Mstep: Class 61 contains 16126 members 
Mstep: Class 62 contains 102346 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6458 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4070 members 
Mstep: Class 67 contains 7346 members 
Mstep: Class 68 contains 1191 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5176 members 
Mstep: Class 71 contains 1276 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2713 members 
Mstep: Class 75 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793440.000000 Penalty: 267686.375000
Iteration 134Q: 76 clusters Score -1.507934e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 162368 members 
Mstep: Class 8 contains 17709 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12784 members 
Mstep: Class 13 contains 24639 members 
Mstep: Class 14 contains 43141 members 
Mstep: Class 15 contains 138090 members 
Mstep: Class 16 contains 12360 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 169780 members 
Mstep: Class 19 contains 100300 members 
Mstep: Class 20 contains 11544 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 51616 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4003 members 
Mstep: Class 27 contains 15577 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18656 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 20339 members 
Mstep: Class 32 contains 137310 members 
Mstep: Class 33 contains 121808 members 
Mstep: Class 34 contains 667 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76748 members 
Mstep: Class 37 contains 38595 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34954 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2992 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 131285 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 20817 members 
Mstep: Class 48 contains 6001 members 
Mstep: Class 49 contains 4738 members 
Mstep: Class 50 contains 2245 members 
Mstep: Class 51 contains 17075 members 
Mstep: Class 52 contains 290 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1907 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1365 members 
Mstep: Class 58 contains 5334 members 
Mstep: Class 59 contains 459 members 
Mstep: Class 60 contains 113519 members 
Mstep: Class 61 contains 16117 members 
Mstep: Class 62 contains 102341 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6466 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4071 members 
Mstep: Class 67 contains 7354 members 
Mstep: Class 68 contains 1192 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5177 members 
Mstep: Class 71 contains 1279 members 
Mstep: Class 72 contains 802 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2715 members 
Mstep: Class 75 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793504.000000 Penalty: 267686.375000
Iteration 135Q: 76 clusters Score -1.507935e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7684 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 162350 members 
Mstep: Class 8 contains 17732 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12782 members 
Mstep: Class 13 contains 24634 members 
Mstep: Class 14 contains 43157 members 
Mstep: Class 15 contains 138105 members 
Mstep: Class 16 contains 12332 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 169781 members 
Mstep: Class 19 contains 100487 members 
Mstep: Class 20 contains 11543 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 51593 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4003 members 
Mstep: Class 27 contains 15703 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 18651 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 20339 members 
Mstep: Class 32 contains 137222 members 
Mstep: Class 33 contains 121849 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76591 members 
Mstep: Class 37 contains 38589 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34941 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2982 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 131210 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 20814 members 
Mstep: Class 48 contains 5996 members 
Mstep: Class 49 contains 4741 members 
Mstep: Class 50 contains 2271 members 
Mstep: Class 51 contains 17067 members 
Mstep: Class 52 contains 291 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1907 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1366 members 
Mstep: Class 58 contains 5335 members 
Mstep: Class 59 contains 460 members 
Mstep: Class 60 contains 113517 members 
Mstep: Class 61 contains 16098 members 
Mstep: Class 62 contains 102340 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6474 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4069 members 
Mstep: Class 67 contains 7361 members 
Mstep: Class 68 contains 1193 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5180 members 
Mstep: Class 71 contains 1282 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2719 members 
Mstep: Class 75 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793536.000000 Penalty: 267686.375000
Iteration 136Q: 76 clusters Score -1.507935e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 1390 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 162344 members 
Mstep: Class 8 contains 17761 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12782 members 
Mstep: Class 13 contains 24620 members 
Mstep: Class 14 contains 43174 members 
Mstep: Class 15 contains 138118 members 
Mstep: Class 16 contains 12312 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 169782 members 
Mstep: Class 19 contains 100657 members 
Mstep: Class 20 contains 11545 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 51563 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4004 members 
Mstep: Class 27 contains 15815 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18649 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 20339 members 
Mstep: Class 32 contains 137107 members 
Mstep: Class 33 contains 121874 members 
Mstep: Class 34 contains 661 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76477 members 
Mstep: Class 37 contains 38577 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34931 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2969 members 
Mstep: Class 42 contains 5913 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 131137 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 20812 members 
Mstep: Class 48 contains 5986 members 
Mstep: Class 49 contains 4741 members 
Mstep: Class 50 contains 2291 members 
Mstep: Class 51 contains 17061 members 
Mstep: Class 52 contains 291 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1906 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1370 members 
Mstep: Class 58 contains 5336 members 
Mstep: Class 59 contains 460 members 
Mstep: Class 60 contains 113525 members 
Mstep: Class 61 contains 16094 members 
Mstep: Class 62 contains 102339 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6485 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4064 members 
Mstep: Class 67 contains 7369 members 
Mstep: Class 68 contains 1194 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5182 members 
Mstep: Class 71 contains 1289 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2723 members 
Mstep: Class 75 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793872.000000 Penalty: 267686.375000
Iteration 137Q: 76 clusters Score -1.507939e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 162340 members 
Mstep: Class 8 contains 17802 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12781 members 
Mstep: Class 13 contains 24594 members 
Mstep: Class 14 contains 43197 members 
Mstep: Class 15 contains 138117 members 
Mstep: Class 16 contains 12293 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 169783 members 
Mstep: Class 19 contains 100798 members 
Mstep: Class 20 contains 11543 members 
Mstep: Class 21 contains 6411 members 
Mstep: Class 22 contains 51543 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4003 members 
Mstep: Class 27 contains 15900 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18646 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 20336 members 
Mstep: Class 32 contains 137011 members 
Mstep: Class 33 contains 121901 members 
Mstep: Class 34 contains 658 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76380 members 
Mstep: Class 37 contains 38576 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34921 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2955 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 131066 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 20810 members 
Mstep: Class 48 contains 5978 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2311 members 
Mstep: Class 51 contains 17057 members 
Mstep: Class 52 contains 293 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1907 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1367 members 
Mstep: Class 58 contains 5338 members 
Mstep: Class 59 contains 461 members 
Mstep: Class 60 contains 113541 members 
Mstep: Class 61 contains 16091 members 
Mstep: Class 62 contains 102331 members 
Mstep: Class 63 contains 898 members 
Mstep: Class 64 contains 6491 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4064 members 
Mstep: Class 67 contains 7378 members 
Mstep: Class 68 contains 1196 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5185 members 
Mstep: Class 71 contains 1292 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2728 members 
Mstep: Class 75 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793616.000000 Penalty: 267686.375000
Iteration 138Q: 76 clusters Score -1.507936e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 162342 members 
Mstep: Class 8 contains 17842 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24559 members 
Mstep: Class 14 contains 43210 members 
Mstep: Class 15 contains 138103 members 
Mstep: Class 16 contains 12280 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169783 members 
Mstep: Class 19 contains 100936 members 
Mstep: Class 20 contains 11543 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51523 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4006 members 
Mstep: Class 27 contains 15981 members 
Mstep: Class 28 contains 3700 members 
Mstep: Class 29 contains 18644 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 20335 members 
Mstep: Class 32 contains 136928 members 
Mstep: Class 33 contains 121924 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76289 members 
Mstep: Class 37 contains 38559 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34913 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2939 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 131009 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 20810 members 
Mstep: Class 48 contains 5966 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2351 members 
Mstep: Class 51 contains 17055 members 
Mstep: Class 52 contains 294 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1908 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1367 members 
Mstep: Class 58 contains 5345 members 
Mstep: Class 59 contains 463 members 
Mstep: Class 60 contains 113546 members 
Mstep: Class 61 contains 16081 members 
Mstep: Class 62 contains 102330 members 
Mstep: Class 63 contains 896 members 
Mstep: Class 64 contains 6500 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4060 members 
Mstep: Class 67 contains 7386 members 
Mstep: Class 68 contains 1196 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5187 members 
Mstep: Class 71 contains 1294 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2732 members 
Mstep: Class 75 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793936.000000 Penalty: 267686.375000
Iteration 139Q: 76 clusters Score -1.507939e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 162330 members 
Mstep: Class 8 contains 17869 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 14 contains 43221 members 
Mstep: Class 15 contains 138124 members 
Mstep: Class 16 contains 12277 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169783 members 
Mstep: Class 19 contains 101054 members 
Mstep: Class 20 contains 11547 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51509 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18640 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 20336 members 
Mstep: Class 32 contains 136843 members 
Mstep: Class 33 contains 121945 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76204 members 
Mstep: Class 37 contains 38552 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34898 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 5915 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 130941 members 
Mstep: Class 46 contains 1648 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5952 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2387 members 
Mstep: Class 51 contains 17049 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1908 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1366 members 
Mstep: Class 58 contains 5351 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113555 members 
Mstep: Class 61 contains 16078 members 
Mstep: Class 62 contains 102329 members 
Mstep: Class 63 contains 896 members 
Mstep: Class 64 contains 6509 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4057 members 
Mstep: Class 67 contains 7395 members 
Mstep: Class 68 contains 1197 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5187 members 
Mstep: Class 71 contains 1295 members 
Mstep: Class 72 contains 802 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2739 members 
Mstep: Class 75 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793872.000000 Penalty: 267686.375000
Iteration 140F: 76 clusters Score -1.507939e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162326 members 
Mstep: Class 8 contains 17901 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 24481 members 
Mstep: Class 14 contains 43236 members 
Mstep: Class 15 contains 138171 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169783 members 
Mstep: Class 19 contains 101213 members 
Mstep: Class 20 contains 11548 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51497 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 16170 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 18639 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 20333 members 
Mstep: Class 32 contains 136729 members 
Mstep: Class 33 contains 121946 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76125 members 
Mstep: Class 37 contains 38543 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34887 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1069 members 
Mstep: Class 45 contains 130885 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5942 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2419 members 
Mstep: Class 51 contains 17047 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1908 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1390 members 
Mstep: Class 57 contains 1362 members 
Mstep: Class 58 contains 5353 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113525 members 
Mstep: Class 61 contains 16069 members 
Mstep: Class 62 contains 102325 members 
Mstep: Class 63 contains 908 members 
Mstep: Class 64 contains 6518 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4056 members 
Mstep: Class 67 contains 7401 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5187 members 
Mstep: Class 71 contains 1296 members 
Mstep: Class 72 contains 802 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2744 members 
Mstep: Class 75 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794080.000000 Penalty: 267686.375000
Iteration 141Q: 76 clusters Score -1.507941e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 162325 members 
Mstep: Class 8 contains 17928 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24452 members 
Mstep: Class 14 contains 43244 members 
Mstep: Class 15 contains 138208 members 
Mstep: Class 16 contains 12268 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 101359 members 
Mstep: Class 20 contains 11547 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51487 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 16262 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 18637 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 20331 members 
Mstep: Class 32 contains 136657 members 
Mstep: Class 33 contains 121958 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76058 members 
Mstep: Class 37 contains 38534 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34875 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2884 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1067 members 
Mstep: Class 45 contains 130818 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5929 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2456 members 
Mstep: Class 51 contains 17043 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1908 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 5355 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113462 members 
Mstep: Class 61 contains 16068 members 
Mstep: Class 62 contains 102324 members 
Mstep: Class 63 contains 912 members 
Mstep: Class 64 contains 6526 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4050 members 
Mstep: Class 67 contains 7402 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5187 members 
Mstep: Class 71 contains 1300 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2740 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793920.000000 Penalty: 267686.375000
Iteration 142Q: 76 clusters Score -1.507939e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1382 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 162315 members 
Mstep: Class 8 contains 17968 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24411 members 
Mstep: Class 14 contains 43255 members 
Mstep: Class 15 contains 138246 members 
Mstep: Class 16 contains 12260 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 101518 members 
Mstep: Class 20 contains 11553 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51475 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 16340 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18637 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 20333 members 
Mstep: Class 32 contains 136540 members 
Mstep: Class 33 contains 121968 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 75999 members 
Mstep: Class 37 contains 38517 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34867 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2868 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1067 members 
Mstep: Class 45 contains 130766 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5919 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2491 members 
Mstep: Class 51 contains 17041 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1909 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1392 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 5358 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113411 members 
Mstep: Class 61 contains 16063 members 
Mstep: Class 62 contains 102322 members 
Mstep: Class 63 contains 911 members 
Mstep: Class 64 contains 6536 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4048 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5189 members 
Mstep: Class 71 contains 1303 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2744 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793984.000000 Penalty: 267686.375000
Iteration 143Q: 76 clusters Score -1.50794e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 162295 members 
Mstep: Class 8 contains 18009 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24378 members 
Mstep: Class 14 contains 43261 members 
Mstep: Class 15 contains 138280 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 101661 members 
Mstep: Class 20 contains 11555 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51463 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 16408 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 20341 members 
Mstep: Class 32 contains 136449 members 
Mstep: Class 33 contains 121991 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 75947 members 
Mstep: Class 37 contains 38510 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34857 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2860 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1069 members 
Mstep: Class 45 contains 130700 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5909 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2532 members 
Mstep: Class 51 contains 17043 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5490 members 
Mstep: Class 54 contains 1911 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 5359 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113338 members 
Mstep: Class 61 contains 16070 members 
Mstep: Class 62 contains 102322 members 
Mstep: Class 63 contains 914 members 
Mstep: Class 64 contains 6547 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4045 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5190 members 
Mstep: Class 71 contains 1302 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2742 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794176.000000 Penalty: 267686.375000
Iteration 144Q: 76 clusters Score -1.507942e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1382 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 162279 members 
Mstep: Class 8 contains 18045 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 43267 members 
Mstep: Class 15 contains 138319 members 
Mstep: Class 16 contains 12240 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 101791 members 
Mstep: Class 20 contains 11554 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4009 members 
Mstep: Class 27 contains 16472 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 20342 members 
Mstep: Class 32 contains 136342 members 
Mstep: Class 33 contains 122003 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 75928 members 
Mstep: Class 37 contains 38505 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34851 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2851 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130653 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5905 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2581 members 
Mstep: Class 51 contains 17041 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5489 members 
Mstep: Class 54 contains 1912 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 5359 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113260 members 
Mstep: Class 61 contains 16071 members 
Mstep: Class 62 contains 102322 members 
Mstep: Class 63 contains 913 members 
Mstep: Class 64 contains 6559 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4043 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5190 members 
Mstep: Class 71 contains 1302 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2740 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794096.000000 Penalty: 267686.375000
Iteration 145Q: 76 clusters Score -1.507941e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 162267 members 
Mstep: Class 8 contains 18068 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24296 members 
Mstep: Class 14 contains 43272 members 
Mstep: Class 15 contains 138362 members 
Mstep: Class 16 contains 12232 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 101905 members 
Mstep: Class 20 contains 11554 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51450 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 16520 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9164 members 
Mstep: Class 31 contains 20342 members 
Mstep: Class 32 contains 136264 members 
Mstep: Class 33 contains 122018 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 75946 members 
Mstep: Class 37 contains 38504 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34846 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2841 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130619 members 
Mstep: Class 46 contains 1648 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5896 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2628 members 
Mstep: Class 51 contains 17039 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5489 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 5358 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113142 members 
Mstep: Class 61 contains 16072 members 
Mstep: Class 62 contains 102322 members 
Mstep: Class 63 contains 908 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4045 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5191 members 
Mstep: Class 71 contains 1303 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2742 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794240.000000 Penalty: 267686.375000
Iteration 146Q: 76 clusters Score -1.507942e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 162259 members 
Mstep: Class 8 contains 18101 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24251 members 
Mstep: Class 14 contains 43274 members 
Mstep: Class 15 contains 138379 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 102016 members 
Mstep: Class 20 contains 11554 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51445 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 16571 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9164 members 
Mstep: Class 31 contains 20342 members 
Mstep: Class 32 contains 136195 members 
Mstep: Class 33 contains 122040 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 75970 members 
Mstep: Class 37 contains 38494 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34832 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2833 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130584 members 
Mstep: Class 46 contains 1645 members 
Mstep: Class 47 contains 20810 members 
Mstep: Class 48 contains 5884 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2676 members 
Mstep: Class 51 contains 17040 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5489 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1361 members 
Mstep: Class 58 contains 5358 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 113030 members 
Mstep: Class 61 contains 16071 members 
Mstep: Class 62 contains 102322 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 6570 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4045 members 
Mstep: Class 67 contains 7402 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5194 members 
Mstep: Class 71 contains 1304 members 
Mstep: Class 72 contains 807 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2745 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794400.000000 Penalty: 267686.375000
Iteration 147Q: 76 clusters Score -1.507944e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 162256 members 
Mstep: Class 8 contains 18117 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24207 members 
Mstep: Class 14 contains 43275 members 
Mstep: Class 15 contains 138376 members 
Mstep: Class 16 contains 12217 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 102117 members 
Mstep: Class 20 contains 11555 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51441 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4011 members 
Mstep: Class 27 contains 16614 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20342 members 
Mstep: Class 32 contains 136141 members 
Mstep: Class 33 contains 122061 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76023 members 
Mstep: Class 37 contains 38482 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34824 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2827 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130548 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5881 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2719 members 
Mstep: Class 51 contains 17038 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5489 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1360 members 
Mstep: Class 58 contains 5363 members 
Mstep: Class 59 contains 464 members 
Mstep: Class 60 contains 112914 members 
Mstep: Class 61 contains 16068 members 
Mstep: Class 62 contains 102320 members 
Mstep: Class 63 contains 905 members 
Mstep: Class 64 contains 6577 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4045 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5196 members 
Mstep: Class 71 contains 1303 members 
Mstep: Class 72 contains 808 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2747 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 267686.375000
Iteration 148Q: 76 clusters Score -1.507941e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7686 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 162247 members 
Mstep: Class 8 contains 18138 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24155 members 
Mstep: Class 14 contains 43284 members 
Mstep: Class 15 contains 138404 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 102212 members 
Mstep: Class 20 contains 11557 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4012 members 
Mstep: Class 27 contains 16652 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20345 members 
Mstep: Class 32 contains 136068 members 
Mstep: Class 33 contains 122091 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76052 members 
Mstep: Class 37 contains 38479 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34816 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2826 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130489 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5882 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2761 members 
Mstep: Class 51 contains 17035 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5488 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1359 members 
Mstep: Class 58 contains 5365 members 
Mstep: Class 59 contains 465 members 
Mstep: Class 60 contains 112817 members 
Mstep: Class 61 contains 16067 members 
Mstep: Class 62 contains 102319 members 
Mstep: Class 63 contains 903 members 
Mstep: Class 64 contains 6581 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4044 members 
Mstep: Class 67 contains 7404 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5197 members 
Mstep: Class 71 contains 1306 members 
Mstep: Class 72 contains 808 members 
Mstep: Class 73 contains 964 members 
Mstep: Class 74 contains 2749 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793904.000000 Penalty: 267686.375000
Iteration 149Q: 76 clusters Score -1.507939e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7687 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 162239 members 
Mstep: Class 8 contains 18151 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24100 members 
Mstep: Class 14 contains 43289 members 
Mstep: Class 15 contains 138420 members 
Mstep: Class 16 contains 12205 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 102323 members 
Mstep: Class 20 contains 11557 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4019 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 3697 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20346 members 
Mstep: Class 32 contains 136017 members 
Mstep: Class 33 contains 122117 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 76046 members 
Mstep: Class 37 contains 38478 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34815 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2822 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6428 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130440 members 
Mstep: Class 46 contains 1642 members 
Mstep: Class 47 contains 20809 members 
Mstep: Class 48 contains 5877 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2814 members 
Mstep: Class 51 contains 17029 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 5487 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1358 members 
Mstep: Class 58 contains 5366 members 
Mstep: Class 59 contains 466 members 
Mstep: Class 60 contains 112731 members 
Mstep: Class 61 contains 16061 members 
Mstep: Class 62 contains 102319 members 
Mstep: Class 63 contains 902 members 
Mstep: Class 64 contains 6585 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4044 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5198 members 
Mstep: Class 71 contains 1306 members 
Mstep: Class 72 contains 807 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2753 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793920.000000 Penalty: 267686.375000
Iteration 150Q: 76 clusters Score -1.507939e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7688 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 162240 members 
Mstep: Class 8 contains 18162 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 43300 members 
Mstep: Class 15 contains 138435 members 
Mstep: Class 16 contains 12188 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169784 members 
Mstep: Class 19 contains 102440 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51430 members 
Mstep: Class 23 contains 1697 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4020 members 
Mstep: Class 27 contains 16743 members 
Mstep: Class 28 contains 3698 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20347 members 
Mstep: Class 32 contains 135956 members 
Mstep: Class 33 contains 122150 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5235 members 
Mstep: Class 36 contains 76065 members 
Mstep: Class 37 contains 38470 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34811 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2818 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130383 members 
Mstep: Class 46 contains 1645 members 
Mstep: Class 47 contains 20807 members 
Mstep: Class 48 contains 5867 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2869 members 
Mstep: Class 51 contains 17026 members 
Mstep: Class 52 contains 299 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5367 members 
Mstep: Class 59 contains 466 members 
Mstep: Class 60 contains 112623 members 
Mstep: Class 61 contains 16063 members 
Mstep: Class 62 contains 102319 members 
Mstep: Class 63 contains 902 members 
Mstep: Class 64 contains 6585 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4043 members 
Mstep: Class 67 contains 7402 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5198 members 
Mstep: Class 71 contains 1306 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2756 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793760.000000 Penalty: 267686.375000
Iteration 151Q: 76 clusters Score -1.507938e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7691 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 162257 members 
Mstep: Class 8 contains 18186 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 24005 members 
Mstep: Class 14 contains 43310 members 
Mstep: Class 15 contains 138428 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169785 members 
Mstep: Class 19 contains 102549 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51426 members 
Mstep: Class 23 contains 1697 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 16796 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20348 members 
Mstep: Class 32 contains 135905 members 
Mstep: Class 33 contains 122181 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 5233 members 
Mstep: Class 36 contains 76106 members 
Mstep: Class 37 contains 38466 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34803 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2813 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1071 members 
Mstep: Class 45 contains 130318 members 
Mstep: Class 46 contains 1645 members 
Mstep: Class 47 contains 20804 members 
Mstep: Class 48 contains 5857 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2930 members 
Mstep: Class 51 contains 17022 members 
Mstep: Class 52 contains 300 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4909 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 5368 members 
Mstep: Class 59 contains 467 members 
Mstep: Class 60 contains 112502 members 
Mstep: Class 61 contains 16058 members 
Mstep: Class 62 contains 102316 members 
Mstep: Class 63 contains 902 members 
Mstep: Class 64 contains 6587 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4042 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5198 members 
Mstep: Class 71 contains 1307 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794000.000000 Penalty: 267686.375000
Iteration 152Q: 76 clusters Score -1.50794e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7693 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162265 members 
Mstep: Class 8 contains 18199 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23948 members 
Mstep: Class 14 contains 43320 members 
Mstep: Class 15 contains 138458 members 
Mstep: Class 16 contains 12148 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169786 members 
Mstep: Class 19 contains 102657 members 
Mstep: Class 20 contains 11560 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51415 members 
Mstep: Class 23 contains 1697 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 16852 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20348 members 
Mstep: Class 32 contains 135860 members 
Mstep: Class 33 contains 122207 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 5231 members 
Mstep: Class 36 contains 76156 members 
Mstep: Class 37 contains 38462 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34793 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2803 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1072 members 
Mstep: Class 45 contains 130271 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 20803 members 
Mstep: Class 48 contains 5857 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 2981 members 
Mstep: Class 51 contains 17017 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1914 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5371 members 
Mstep: Class 59 contains 468 members 
Mstep: Class 60 contains 112344 members 
Mstep: Class 61 contains 16054 members 
Mstep: Class 62 contains 102315 members 
Mstep: Class 63 contains 900 members 
Mstep: Class 64 contains 6591 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4042 members 
Mstep: Class 67 contains 7407 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5198 members 
Mstep: Class 71 contains 1312 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793904.000000 Penalty: 267686.375000
Iteration 153Q: 76 clusters Score -1.507939e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162269 members 
Mstep: Class 8 contains 18214 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23915 members 
Mstep: Class 14 contains 43332 members 
Mstep: Class 15 contains 138461 members 
Mstep: Class 16 contains 12128 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169787 members 
Mstep: Class 19 contains 102808 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51408 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4025 members 
Mstep: Class 27 contains 16906 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 135794 members 
Mstep: Class 33 contains 122227 members 
Mstep: Class 34 contains 656 members 
Mstep: Class 35 contains 5229 members 
Mstep: Class 36 contains 76191 members 
Mstep: Class 37 contains 38453 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34785 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2792 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 1072 members 
Mstep: Class 45 contains 130224 members 
Mstep: Class 46 contains 1648 members 
Mstep: Class 47 contains 20803 members 
Mstep: Class 48 contains 5855 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3020 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 303 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1915 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5371 members 
Mstep: Class 59 contains 469 members 
Mstep: Class 60 contains 112196 members 
Mstep: Class 61 contains 16053 members 
Mstep: Class 62 contains 102313 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6597 members 
Mstep: Class 65 contains 1956 members 
Mstep: Class 66 contains 4046 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1198 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5198 members 
Mstep: Class 71 contains 1313 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794112.000000 Penalty: 267686.375000
Iteration 154Q: 76 clusters Score -1.507941e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162268 members 
Mstep: Class 8 contains 18241 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23908 members 
Mstep: Class 14 contains 43340 members 
Mstep: Class 15 contains 138481 members 
Mstep: Class 16 contains 12115 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 169786 members 
Mstep: Class 19 contains 102986 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51409 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 16962 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20352 members 
Mstep: Class 32 contains 135699 members 
Mstep: Class 33 contains 122241 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76216 members 
Mstep: Class 37 contains 38448 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34781 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2786 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1072 members 
Mstep: Class 45 contains 130162 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 20803 members 
Mstep: Class 48 contains 5854 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3057 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 303 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1916 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1354 members 
Mstep: Class 58 contains 5372 members 
Mstep: Class 59 contains 469 members 
Mstep: Class 60 contains 112013 members 
Mstep: Class 61 contains 16053 members 
Mstep: Class 62 contains 102313 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6602 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4042 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1315 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 962 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794096.000000 Penalty: 267686.375000
Iteration 155Q: 76 clusters Score -1.507941e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162266 members 
Mstep: Class 8 contains 18269 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23895 members 
Mstep: Class 14 contains 43348 members 
Mstep: Class 15 contains 138514 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169787 members 
Mstep: Class 19 contains 103152 members 
Mstep: Class 20 contains 11564 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51405 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4031 members 
Mstep: Class 27 contains 17024 members 
Mstep: Class 28 contains 3699 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20352 members 
Mstep: Class 32 contains 135575 members 
Mstep: Class 33 contains 122262 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76259 members 
Mstep: Class 37 contains 38439 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34774 members 
Mstep: Class 40 contains 3080 members 
Mstep: Class 41 contains 2773 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 130108 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 20802 members 
Mstep: Class 48 contains 5849 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3099 members 
Mstep: Class 51 contains 17008 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1917 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 5375 members 
Mstep: Class 59 contains 469 members 
Mstep: Class 60 contains 111837 members 
Mstep: Class 61 contains 16050 members 
Mstep: Class 62 contains 102313 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6604 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4040 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1200 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1315 members 
Mstep: Class 72 contains 802 members 
Mstep: Class 73 contains 963 members 
Mstep: Class 74 contains 2758 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794080.000000 Penalty: 267686.375000
Iteration 156Q: 76 clusters Score -1.507941e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162271 members 
Mstep: Class 8 contains 18293 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23883 members 
Mstep: Class 14 contains 43366 members 
Mstep: Class 15 contains 138519 members 
Mstep: Class 16 contains 12087 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 103323 members 
Mstep: Class 20 contains 11567 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51403 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4030 members 
Mstep: Class 27 contains 17080 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 135485 members 
Mstep: Class 33 contains 122281 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76313 members 
Mstep: Class 37 contains 38434 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34773 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2765 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 130043 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5845 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3134 members 
Mstep: Class 51 contains 17003 members 
Mstep: Class 52 contains 305 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1919 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1357 members 
Mstep: Class 58 contains 5377 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 111646 members 
Mstep: Class 61 contains 16050 members 
Mstep: Class 62 contains 102313 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6606 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4039 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1200 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1316 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 965 members 
Mstep: Class 74 contains 2758 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 267686.375000
Iteration 157Q: 76 clusters Score -1.50794e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162271 members 
Mstep: Class 8 contains 18322 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23848 members 
Mstep: Class 14 contains 43382 members 
Mstep: Class 15 contains 138548 members 
Mstep: Class 16 contains 12075 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 103486 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51400 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4032 members 
Mstep: Class 27 contains 17142 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 135407 members 
Mstep: Class 33 contains 122282 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76354 members 
Mstep: Class 37 contains 38423 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34767 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2761 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 129987 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5844 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3175 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1921 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5376 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 111452 members 
Mstep: Class 61 contains 16051 members 
Mstep: Class 62 contains 102313 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6608 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4039 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1201 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1316 members 
Mstep: Class 72 contains 800 members 
Mstep: Class 73 contains 967 members 
Mstep: Class 74 contains 2758 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794320.000000 Penalty: 267686.375000
Iteration 158Q: 76 clusters Score -1.507943e+08 nChanged 1102
Entering ConstructFrom: 
Score: -150794320.000000 Penalty: 267686.375000
Entering ConstructFrom: 
Trying to split cluster 1 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -292163.062500 Penalty: 2061.531250
	Iteration 0F: 2 clusters Score -292163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -288226.906250 Penalty: 4123.062500
	Iteration 0F: 3 clusters Score -288226.9 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -289329.437500 Penalty: 4123.062500
	Iteration 1F: 3 clusters Score -289329.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -289989.468750 Penalty: 4123.062500
	Iteration 2F: 3 clusters Score -289989.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -291136.593750 Penalty: 4123.062500
	Iteration 3F: 3 clusters Score -291136.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -292492.531250 Penalty: 4123.062500
	Iteration 4F: 3 clusters Score -292492.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -293232.375000 Penalty: 4123.062500
	Iteration 5F: 3 clusters Score -293232.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -293576.687500 Penalty: 4123.062500
	Iteration 6Q: 3 clusters Score -293576.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -293749.343750 Penalty: 4123.062500
	Iteration 7Q: 3 clusters Score -293749.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -293787.843750 Penalty: 4123.062500
	Iteration 8Q: 3 clusters Score -293787.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -293797.843750 Penalty: 4123.062500
	Iteration 9Q: 3 clusters Score -293797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -293801.125000 Penalty: 4123.062500
	Iteration 10Q: 3 clusters Score -293801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -293802.093750 Penalty: 4123.062500
	Iteration 11Q: 3 clusters Score -293802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -293802.093750 Penalty: 4123.062500
	Iteration 12F: 3 clusters Score -293802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162273 members 
Mstep: Class 8 contains 18352 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23817 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 138579 members 
Mstep: Class 16 contains 12071 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 103606 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51396 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 17203 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20349 members 
Mstep: Class 32 contains 135330 members 
Mstep: Class 33 contains 122286 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76432 members 
Mstep: Class 37 contains 38409 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34761 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2758 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 129927 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5840 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3212 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1922 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 5373 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 111264 members 
Mstep: Class 61 contains 16052 members 
Mstep: Class 62 contains 102312 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6608 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4040 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1200 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1317 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 968 members 
Mstep: Class 74 contains 2759 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2106 members 
Entering Unmasked Estep 
Score: -150794272.000000 Penalty: 271255.531250
Splitting cluster 1 changes total score from -150794320.000000 to -150794272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Entering Unmasked Estep 
Score: -601816.187500 Penalty: 2219.152832
	Iteration 0F: 2 clusters Score -601816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -595619.062500 Penalty: 4438.305664
	Iteration 0F: 3 clusters Score -595619.1 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -597216.187500 Penalty: 4438.305664
	Iteration 1F: 3 clusters Score -597216.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -597443.437500 Penalty: 4438.305664
	Iteration 2F: 3 clusters Score -597443.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -597590.687500 Penalty: 4438.305664
	Iteration 3Q: 3 clusters Score -597590.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -597694.062500 Penalty: 4438.305664
	Iteration 4Q: 3 clusters Score -597694.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -597778.937500 Penalty: 4438.305664
	Iteration 5Q: 3 clusters Score -597778.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -597856.750000 Penalty: 4438.305664
	Iteration 6Q: 3 clusters Score -597856.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -597938.687500 Penalty: 4438.305664
	Iteration 7Q: 3 clusters Score -597938.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -598026.562500 Penalty: 4438.305664
	Iteration 8Q: 3 clusters Score -598026.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -598099.375000 Penalty: 4438.305664
	Iteration 9Q: 3 clusters Score -598099.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -598170.187500 Penalty: 4438.305664
	Iteration 10Q: 3 clusters Score -598170.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -598240.937500 Penalty: 4438.305664
	Iteration 11Q: 3 clusters Score -598240.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -598309.812500 Penalty: 4438.305664
	Iteration 12Q: 3 clusters Score -598309.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -598374.250000 Penalty: 4438.305664
	Iteration 13Q: 3 clusters Score -598374.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -598457.687500 Penalty: 4438.305664
	Iteration 14Q: 3 clusters Score -598457.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -598586.125000 Penalty: 4438.305664
	Iteration 15Q: 3 clusters Score -598586.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -598736.937500 Penalty: 4438.305664
	Iteration 16Q: 3 clusters Score -598736.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -598904.937500 Penalty: 4438.305664
	Iteration 17Q: 3 clusters Score -598904.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -599082.375000 Penalty: 4438.305664
	Iteration 18Q: 3 clusters Score -599082.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -599260.187500 Penalty: 4438.305664
	Iteration 19Q: 3 clusters Score -599260.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -599425.750000 Penalty: 4438.305664
	Iteration 20F: 3 clusters Score -599425.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -599534.125000 Penalty: 4438.305664
	Iteration 21Q: 3 clusters Score -599534.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -599620.437500 Penalty: 4438.305664
	Iteration 22Q: 3 clusters Score -599620.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -599688.375000 Penalty: 4438.305664
	Iteration 23Q: 3 clusters Score -599688.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -599732.437500 Penalty: 4438.305664
	Iteration 24Q: 3 clusters Score -599732.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -599769.062500 Penalty: 4438.305664
	Iteration 25Q: 3 clusters Score -599769.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -599797.750000 Penalty: 4438.305664
	Iteration 26Q: 3 clusters Score -599797.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -599825.062500 Penalty: 4438.305664
	Iteration 27Q: 3 clusters Score -599825.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -599840.187500 Penalty: 4438.305664
	Iteration 28Q: 3 clusters Score -599840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -599851.750000 Penalty: 4438.305664
	Iteration 29Q: 3 clusters Score -599851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -599861.187500 Penalty: 4438.305664
	Iteration 30Q: 3 clusters Score -599861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -599874.750000 Penalty: 4438.305664
	Iteration 31Q: 3 clusters Score -599874.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -599886.312500 Penalty: 4438.305664
	Iteration 32Q: 3 clusters Score -599886.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -599897.062500 Penalty: 4438.305664
	Iteration 33Q: 3 clusters Score -599897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -599908.000000 Penalty: 4438.305664
	Iteration 34Q: 3 clusters Score -599908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -599917.562500 Penalty: 4438.305664
	Iteration 35Q: 3 clusters Score -599917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -599921.625000 Penalty: 4438.305664
	Iteration 36Q: 3 clusters Score -599921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -599927.750000 Penalty: 4438.305664
	Iteration 37Q: 3 clusters Score -599927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -599931.187500 Penalty: 4438.305664
	Iteration 38Q: 3 clusters Score -599931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -599932.875000 Penalty: 4438.305664
	Iteration 39Q: 3 clusters Score -599932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -599937.062500 Penalty: 4438.305664
	Iteration 40F: 3 clusters Score -599937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -599937.312500 Penalty: 4438.305664
	Iteration 41Q: 3 clusters Score -599937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -599937.812500 Penalty: 4438.305664
	Iteration 42Q: 3 clusters Score -599937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -599938.375000 Penalty: 4438.305664
	Iteration 43Q: 3 clusters Score -599938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -599938.375000 Penalty: 4438.305664
	Iteration 44F: 3 clusters Score -599938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -83840.835938 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -83840.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -81656.726562 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -81656.73 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -82188.390625 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -82188.39 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -82525.179688 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -82525.18 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -82744.335938 Penalty: 3593.136719
	Iteration 3F: 3 clusters Score -82744.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -82897.757812 Penalty: 3593.136719
	Iteration 4F: 3 clusters Score -82897.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -83008.929688 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -83008.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -83100.851562 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -83100.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -83152.500000 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -83152.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83191.718750 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -83191.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -83222.882812 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -83222.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -83253.164062 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -83253.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -83273.320312 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -83273.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -83284.531250 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -83284.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -83294.250000 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -83294.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -83310.265625 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -83310.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -83335.875000 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -83335.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83364.554688 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -83364.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -83385.828125 Penalty: 3593.136719
	Iteration 17Q: 3 clusters Score -83385.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83399.179688 Penalty: 3593.136719
	Iteration 18Q: 3 clusters Score -83399.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -83413.679688 Penalty: 3593.136719
	Iteration 19Q: 3 clusters Score -83413.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -83436.281250 Penalty: 3593.136719
	Iteration 20F: 3 clusters Score -83436.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83461.359375 Penalty: 3593.136719
	Iteration 21Q: 3 clusters Score -83461.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -83474.703125 Penalty: 3593.136719
	Iteration 22Q: 3 clusters Score -83474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -83486.664062 Penalty: 3593.136719
	Iteration 23Q: 3 clusters Score -83486.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83495.500000 Penalty: 3593.136719
	Iteration 24Q: 3 clusters Score -83495.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83502.414062 Penalty: 3593.136719
	Iteration 25Q: 3 clusters Score -83502.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83503.234375 Penalty: 3593.136719
	Iteration 26Q: 3 clusters Score -83503.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -83507.250000 Penalty: 3593.136719
	Iteration 27Q: 3 clusters Score -83507.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83510.304688 Penalty: 3593.136719
	Iteration 28Q: 3 clusters Score -83510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -83512.445312 Penalty: 3593.136719
	Iteration 29Q: 3 clusters Score -83512.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83512.968750 Penalty: 3593.136719
	Iteration 30Q: 3 clusters Score -83512.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -83512.968750 Penalty: 3593.136719
	Iteration 31F: 3 clusters Score -83512.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -451106.281250 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -451106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -445941.531250 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -445941.5 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -447301.968750 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -447302 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -447559.656250 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -447559.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -447748.500000 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -447748.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -447933.718750 Penalty: 4310.057617
	Iteration 4Q: 3 clusters Score -447933.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -448154.187500 Penalty: 4310.057617
	Iteration 5Q: 3 clusters Score -448154.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -448434.343750 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -448434.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -448742.218750 Penalty: 4310.057617
	Iteration 7F: 3 clusters Score -448742.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -449044.750000 Penalty: 4310.057617
	Iteration 8F: 3 clusters Score -449044.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -449285.500000 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -449285.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -449477.093750 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -449477.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -449634.781250 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -449634.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -449775.843750 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -449775.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -449909.937500 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -449909.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -450014.718750 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -450014.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -450115.593750 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -450115.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -450225.000000 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -450225 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -450349.031250 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -450349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -450470.250000 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -450470.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -450577.562500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -450577.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -450626.750000 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -450626.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -450661.250000 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -450661.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -450688.843750 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -450688.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -450704.000000 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -450704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -450712.125000 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -450712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -450713.062500 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -450713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -450715.781250 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -450715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -450719.687500 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -450719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -450722.687500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -450722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -450723.250000 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -450723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -450723.718750 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -450723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -450723.718750 Penalty: 4310.057617
	Iteration 31F: 3 clusters Score -450723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -102165.132812 Penalty: 1793.538574
	Iteration 0F: 2 clusters Score -102165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99960.085938 Penalty: 3587.077148
	Iteration 0F: 3 clusters Score -99960.09 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100316.710938 Penalty: 3587.077148
	Iteration 1F: 3 clusters Score -100316.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100442.093750 Penalty: 3587.077148
	Iteration 2F: 3 clusters Score -100442.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -100514.859375 Penalty: 3587.077148
	Iteration 3Q: 3 clusters Score -100514.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -100556.148438 Penalty: 3587.077148
	Iteration 4Q: 3 clusters Score -100556.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -100588.453125 Penalty: 3587.077148
	Iteration 5Q: 3 clusters Score -100588.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -100616.070312 Penalty: 3587.077148
	Iteration 6Q: 3 clusters Score -100616.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100644.367188 Penalty: 3587.077148
	Iteration 7Q: 3 clusters Score -100644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100664.007812 Penalty: 3587.077148
	Iteration 8Q: 3 clusters Score -100664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100678.945312 Penalty: 3587.077148
	Iteration 9Q: 3 clusters Score -100678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -100691.437500 Penalty: 3587.077148
	Iteration 10Q: 3 clusters Score -100691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -100700.898438 Penalty: 3587.077148
	Iteration 11Q: 3 clusters Score -100700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100706.468750 Penalty: 3587.077148
	Iteration 12Q: 3 clusters Score -100706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -100712.710938 Penalty: 3587.077148
	Iteration 13Q: 3 clusters Score -100712.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -100715.929688 Penalty: 3587.077148
	Iteration 14Q: 3 clusters Score -100715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -100718.179688 Penalty: 3587.077148
	Iteration 15Q: 3 clusters Score -100718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100718.578125 Penalty: 3587.077148
	Iteration 16Q: 3 clusters Score -100718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100718.578125 Penalty: 3587.077148
	Iteration 17F: 3 clusters Score -100718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -56420.656250 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -56420.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54590.515625 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -54590.52 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54870.414062 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -54870.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55011.347656 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -55011.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55096.105469 Penalty: 3357.172607
	Iteration 3F: 3 clusters Score -55096.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -55154.511719 Penalty: 3357.172607
	Iteration 4Q: 3 clusters Score -55154.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55195.859375 Penalty: 3357.172607
	Iteration 5Q: 3 clusters Score -55195.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55209.824219 Penalty: 3357.172607
	Iteration 6Q: 3 clusters Score -55209.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55223.277344 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -55223.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55246.796875 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -55246.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55285.195312 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -55285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55305.093750 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -55305.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55330.000000 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -55330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55341.769531 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -55341.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55350.886719 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -55350.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55358.625000 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -55358.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55362.742188 Penalty: 3357.172607
	Iteration 15Q: 3 clusters Score -55362.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55375.308594 Penalty: 3357.172607
	Iteration 16Q: 3 clusters Score -55375.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55386.039062 Penalty: 3357.172607
	Iteration 17Q: 3 clusters Score -55386.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55391.386719 Penalty: 3357.172607
	Iteration 18Q: 3 clusters Score -55391.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -55393.128906 Penalty: 3357.172607
	Iteration 19Q: 3 clusters Score -55393.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -55398.011719 Penalty: 3357.172607
	Iteration 20F: 3 clusters Score -55398.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -55404.386719 Penalty: 3357.172607
	Iteration 21Q: 3 clusters Score -55404.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55410.832031 Penalty: 3357.172607
	Iteration 22Q: 3 clusters Score -55410.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55420.082031 Penalty: 3357.172607
	Iteration 23Q: 3 clusters Score -55420.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55423.300781 Penalty: 3357.172607
	Iteration 24Q: 3 clusters Score -55423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55424.917969 Penalty: 3357.172607
	Iteration 25Q: 3 clusters Score -55424.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55427.093750 Penalty: 3357.172607
	Iteration 26Q: 3 clusters Score -55427.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55427.093750 Penalty: 3357.172607
	Iteration 27F: 3 clusters Score -55427.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Entering Unmasked Estep 
Score: -13371909.000000 Penalty: 2975.264648
	Iteration 0F: 2 clusters Score -1.337191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -13263044.000000 Penalty: 5950.529297
	Iteration 0F: 3 clusters Score -1.326304e+07 nChanged 77528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -13308777.000000 Penalty: 5950.529297
	Iteration 1F: 3 clusters Score -1.330878e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -13310384.000000 Penalty: 5950.529297
	Iteration 2Q: 3 clusters Score -1.331038e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -13313217.000000 Penalty: 5950.529297
	Iteration 3Q: 3 clusters Score -1.331322e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -13318068.000000 Penalty: 5950.529297
	Iteration 4F: 3 clusters Score -1.331807e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -13326128.000000 Penalty: 5950.529297
	Iteration 5F: 3 clusters Score -1.332613e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 124895 members 
Entering Unmasked Estep 
Score: -13337536.000000 Penalty: 5950.529297
	Iteration 6F: 3 clusters Score -1.333754e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 137047 members 
Entering Unmasked Estep 
Score: -13348841.000000 Penalty: 5950.529297
	Iteration 7F: 3 clusters Score -1.334884e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 146594 members 
Entering Unmasked Estep 
Score: -13357250.000000 Penalty: 5950.529297
	Iteration 8F: 3 clusters Score -1.335725e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 153018 members 
Entering Unmasked Estep 
Score: -13362678.000000 Penalty: 5950.529297
	Iteration 9Q: 3 clusters Score -1.336268e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 156908 members 
Entering Unmasked Estep 
Score: -13365645.000000 Penalty: 5950.529297
	Iteration 10Q: 3 clusters Score -1.336564e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -13367345.000000 Penalty: 5950.529297
	Iteration 11Q: 3 clusters Score -1.336734e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -13368271.000000 Penalty: 5950.529297
	Iteration 12Q: 3 clusters Score -1.336827e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 160890 members 
Entering Unmasked Estep 
Score: -13368739.000000 Penalty: 5950.529297
	Iteration 13Q: 3 clusters Score -1.336874e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -13368958.000000 Penalty: 5950.529297
	Iteration 14Q: 3 clusters Score -1.336896e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 161402 members 
Entering Unmasked Estep 
Score: -13369083.000000 Penalty: 5950.529297
	Iteration 15Q: 3 clusters Score -1.336908e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 161518 members 
Entering Unmasked Estep 
Score: -13369183.000000 Penalty: 5950.529297
	Iteration 16Q: 3 clusters Score -1.336918e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -13369220.000000 Penalty: 5950.529297
	Iteration 17Q: 3 clusters Score -1.336922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -13369282.000000 Penalty: 5950.529297
	Iteration 18Q: 3 clusters Score -1.336928e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 161641 members 
Entering Unmasked Estep 
Score: -13369338.000000 Penalty: 5950.529297
	Iteration 19Q: 3 clusters Score -1.336934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 161656 members 
Entering Unmasked Estep 
Score: -13369346.000000 Penalty: 5950.529297
	Iteration 20F: 3 clusters Score -1.336935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 161673 members 
Entering Unmasked Estep 
Score: -13369354.000000 Penalty: 5950.529297
	Iteration 21Q: 3 clusters Score -1.336935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 161681 members 
Entering Unmasked Estep 
Score: -13369372.000000 Penalty: 5950.529297
	Iteration 22Q: 3 clusters Score -1.336937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 161691 members 
Entering Unmasked Estep 
Score: -13369374.000000 Penalty: 5950.529297
	Iteration 23Q: 3 clusters Score -1.336937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -13369371.000000 Penalty: 5950.529297
	Iteration 24Q: 3 clusters Score -1.336937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -13369385.000000 Penalty: 5950.529297
	Iteration 25Q: 3 clusters Score -1.336938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -13369405.000000 Penalty: 5950.529297
	Iteration 26Q: 3 clusters Score -1.33694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -13369407.000000 Penalty: 5950.529297
	Iteration 27Q: 3 clusters Score -1.336941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -13369403.000000 Penalty: 5950.529297
	Iteration 28Q: 3 clusters Score -1.33694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -13369410.000000 Penalty: 5950.529297
	Iteration 29Q: 3 clusters Score -1.336941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 161733 members 
Entering Unmasked Estep 
Score: -13369431.000000 Penalty: 5950.529297
	Iteration 30Q: 3 clusters Score -1.336943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -13369431.000000 Penalty: 5950.529297
	Iteration 31Q: 3 clusters Score -1.336943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -13369435.000000 Penalty: 5950.529297
	Iteration 32Q: 3 clusters Score -1.336944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -13369432.000000 Penalty: 5950.529297
	Iteration 33Q: 3 clusters Score -1.336943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -13369425.000000 Penalty: 5950.529297
	Iteration 34Q: 3 clusters Score -1.336942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -13369430.000000 Penalty: 5950.529297
	Iteration 35Q: 3 clusters Score -1.336943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -13369430.000000 Penalty: 5950.529297
	Iteration 36F: 3 clusters Score -1.336943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Entering Unmasked Estep 
Score: -1695985.875000 Penalty: 2434.738281
	Iteration 0F: 2 clusters Score -1695986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1682924.625000 Penalty: 4869.476562
	Iteration 0F: 3 clusters Score -1682925 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1687259.250000 Penalty: 4869.476562
	Iteration 1F: 3 clusters Score -1687259 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1687781.125000 Penalty: 4869.476562
	Iteration 2F: 3 clusters Score -1687781 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1688332.875000 Penalty: 4869.476562
	Iteration 3F: 3 clusters Score -1688333 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1688954.375000 Penalty: 4869.476562
	Iteration 4F: 3 clusters Score -1688954 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1689622.750000 Penalty: 4869.476562
	Iteration 5F: 3 clusters Score -1689623 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1690338.375000 Penalty: 4869.476562
	Iteration 6F: 3 clusters Score -1690338 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1691107.000000 Penalty: 4869.476562
	Iteration 7F: 3 clusters Score -1691107 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1691839.875000 Penalty: 4869.476562
	Iteration 8F: 3 clusters Score -1691840 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1692524.375000 Penalty: 4869.476562
	Iteration 9Q: 3 clusters Score -1692524 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1693076.250000 Penalty: 4869.476562
	Iteration 10Q: 3 clusters Score -1693076 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1693443.875000 Penalty: 4869.476562
	Iteration 11Q: 3 clusters Score -1693444 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1693669.875000 Penalty: 4869.476562
	Iteration 12Q: 3 clusters Score -1693670 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1693821.375000 Penalty: 4869.476562
	Iteration 13Q: 3 clusters Score -1693821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1693914.375000 Penalty: 4869.476562
	Iteration 14Q: 3 clusters Score -1693914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1693976.875000 Penalty: 4869.476562
	Iteration 15Q: 3 clusters Score -1693977 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1694033.375000 Penalty: 4869.476562
	Iteration 16Q: 3 clusters Score -1694033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1694075.875000 Penalty: 4869.476562
	Iteration 17Q: 3 clusters Score -1694076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1694103.875000 Penalty: 4869.476562
	Iteration 18Q: 3 clusters Score -1694104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1694123.750000 Penalty: 4869.476562
	Iteration 19Q: 3 clusters Score -1694124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1694138.375000 Penalty: 4869.476562
	Iteration 20F: 3 clusters Score -1694138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1694144.250000 Penalty: 4869.476562
	Iteration 21Q: 3 clusters Score -1694144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1694147.000000 Penalty: 4869.476562
	Iteration 22Q: 3 clusters Score -1694147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1694150.625000 Penalty: 4869.476562
	Iteration 23Q: 3 clusters Score -1694151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1694151.250000 Penalty: 4869.476562
	Iteration 24Q: 3 clusters Score -1694151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1694155.250000 Penalty: 4869.476562
	Iteration 25Q: 3 clusters Score -1694155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1694157.875000 Penalty: 4869.476562
	Iteration 26Q: 3 clusters Score -1694158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1694163.500000 Penalty: 4869.476562
	Iteration 27Q: 3 clusters Score -1694164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1694168.125000 Penalty: 4869.476562
	Iteration 28Q: 3 clusters Score -1694168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1694168.875000 Penalty: 4869.476562
	Iteration 29Q: 3 clusters Score -1694169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1694168.625000 Penalty: 4869.476562
	Iteration 30Q: 3 clusters Score -1694169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1694166.750000 Penalty: 4869.476562
	Iteration 31Q: 3 clusters Score -1694167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1694166.750000 Penalty: 4869.476562
	Iteration 32F: 3 clusters Score -1694167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -229318.359375 Penalty: 2034.351562
	Iteration 0F: 2 clusters Score -229318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -225766.937500 Penalty: 4068.703125
	Iteration 0F: 3 clusters Score -225766.9 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -226951.046875 Penalty: 4068.703125
	Iteration 1F: 3 clusters Score -226951 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -227433.828125 Penalty: 4068.703125
	Iteration 2F: 3 clusters Score -227433.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -227807.031250 Penalty: 4068.703125
	Iteration 3F: 3 clusters Score -227807 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -228073.796875 Penalty: 4068.703125
	Iteration 4F: 3 clusters Score -228073.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -228271.046875 Penalty: 4068.703125
	Iteration 5F: 3 clusters Score -228271 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -228380.421875 Penalty: 4068.703125
	Iteration 6Q: 3 clusters Score -228380.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -228464.750000 Penalty: 4068.703125
	Iteration 7Q: 3 clusters Score -228464.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -228518.796875 Penalty: 4068.703125
	Iteration 8Q: 3 clusters Score -228518.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -228559.171875 Penalty: 4068.703125
	Iteration 9Q: 3 clusters Score -228559.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -228580.406250 Penalty: 4068.703125
	Iteration 10Q: 3 clusters Score -228580.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -228600.484375 Penalty: 4068.703125
	Iteration 11Q: 3 clusters Score -228600.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -228621.031250 Penalty: 4068.703125
	Iteration 12Q: 3 clusters Score -228621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -228637.359375 Penalty: 4068.703125
	Iteration 13Q: 3 clusters Score -228637.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -228649.625000 Penalty: 4068.703125
	Iteration 14Q: 3 clusters Score -228649.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -228655.625000 Penalty: 4068.703125
	Iteration 15Q: 3 clusters Score -228655.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -228659.625000 Penalty: 4068.703125
	Iteration 16Q: 3 clusters Score -228659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -228662.109375 Penalty: 4068.703125
	Iteration 17Q: 3 clusters Score -228662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -228664.109375 Penalty: 4068.703125
	Iteration 18Q: 3 clusters Score -228664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -228665.781250 Penalty: 4068.703125
	Iteration 19Q: 3 clusters Score -228665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -228667.281250 Penalty: 4068.703125
	Iteration 20F: 3 clusters Score -228667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -228667.906250 Penalty: 4068.703125
	Iteration 21Q: 3 clusters Score -228667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -228668.281250 Penalty: 4068.703125
	Iteration 22Q: 3 clusters Score -228668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -228668.281250 Penalty: 4068.703125
	Iteration 23F: 3 clusters Score -228668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -244968.156250 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -244968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -241667.078125 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -241667.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -242353.265625 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -242353.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -242505.265625 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -242505.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -242588.031250 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -242588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -242648.125000 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -242648.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -242695.453125 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -242695.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -242731.562500 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -242731.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242755.828125 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -242755.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242777.312500 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -242777.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -242795.703125 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -242795.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -242810.531250 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -242810.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -242822.687500 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -242822.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -242834.687500 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -242834.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242844.890625 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -242844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -242855.343750 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -242855.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242866.531250 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -242866.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -242878.421875 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -242878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -242886.437500 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -242886.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -242896.812500 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -242896.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -242909.500000 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -242909.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242925.093750 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -242925.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -242938.828125 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -242938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -242950.625000 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -242950.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242966.031250 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -242966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242982.640625 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -242982.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -242999.656250 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -242999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243011.750000 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -243011.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -243024.234375 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -243024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -243035.609375 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -243035.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -243049.953125 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -243050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -243064.062500 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -243064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -243072.359375 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -243072.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -243080.312500 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -243080.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -243084.453125 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -243084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -243088.781250 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -243088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -243090.921875 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -243090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -243093.359375 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -243093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -243096.015625 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -243096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -243101.296875 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -243101.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -243110.312500 Penalty: 3995.515625
	Iteration 39Q: 3 clusters Score -243110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -243112.671875 Penalty: 3995.515625
	Iteration 40F: 3 clusters Score -243112.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -243118.656250 Penalty: 3995.515625
	Iteration 41Q: 3 clusters Score -243118.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -243123.281250 Penalty: 3995.515625
	Iteration 42Q: 3 clusters Score -243123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -243127.406250 Penalty: 3995.515625
	Iteration 43Q: 3 clusters Score -243127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -243130.281250 Penalty: 3995.515625
	Iteration 44Q: 3 clusters Score -243130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -243132.734375 Penalty: 3995.515625
	Iteration 45Q: 3 clusters Score -243132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -243135.531250 Penalty: 3995.515625
	Iteration 46Q: 3 clusters Score -243135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -243137.281250 Penalty: 3995.515625
	Iteration 47Q: 3 clusters Score -243137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -243139.343750 Penalty: 3995.515625
	Iteration 48Q: 3 clusters Score -243139.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -243143.312500 Penalty: 3995.515625
	Iteration 49Q: 3 clusters Score -243143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -243147.203125 Penalty: 3995.515625
	Iteration 50Q: 3 clusters Score -243147.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -243156.171875 Penalty: 3995.515625
	Iteration 51Q: 3 clusters Score -243156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -243161.984375 Penalty: 3995.515625
	Iteration 52Q: 3 clusters Score -243162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -243165.781250 Penalty: 3995.515625
	Iteration 53Q: 3 clusters Score -243165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -243170.156250 Penalty: 3995.515625
	Iteration 54Q: 3 clusters Score -243170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -243175.578125 Penalty: 3995.515625
	Iteration 55Q: 3 clusters Score -243175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -243178.781250 Penalty: 3995.515625
	Iteration 56Q: 3 clusters Score -243178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -243187.171875 Penalty: 3995.515625
	Iteration 57Q: 3 clusters Score -243187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -243190.578125 Penalty: 3995.515625
	Iteration 58Q: 3 clusters Score -243190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -243192.765625 Penalty: 3995.515625
	Iteration 59Q: 3 clusters Score -243192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -243194.015625 Penalty: 3995.515625
	Iteration 60F: 3 clusters Score -243194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -243195.031250 Penalty: 3995.515625
	Iteration 61Q: 3 clusters Score -243195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243195.359375 Penalty: 3995.515625
	Iteration 62Q: 3 clusters Score -243195.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243195.359375 Penalty: 3995.515625
	Iteration 63F: 3 clusters Score -243195.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -538242.875000 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -538242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -533360.250000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -533360.2 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -534605.562500 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -534605.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -534843.562500 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -534843.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -534980.812500 Penalty: 4285.060059
	Iteration 3Q: 3 clusters Score -534980.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -535074.062500 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -535074.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -535141.937500 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -535141.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -535185.000000 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -535185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -535227.562500 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -535227.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -535267.375000 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -535267.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -535291.500000 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -535291.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -535313.437500 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -535313.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -535330.062500 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -535330.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -535346.187500 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -535346.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -535361.312500 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -535361.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -535375.875000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -535375.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -535390.125000 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -535390.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -535403.875000 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -535403.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -535428.250000 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -535428.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -535448.000000 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -535448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -535468.437500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -535468.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -535488.562500 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -535488.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -535512.062500 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -535512.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -535533.250000 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -535533.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -535559.312500 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -535559.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -535580.062500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -535580.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -535602.187500 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -535602.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -535620.750000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -535620.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -535642.937500 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -535642.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -535665.687500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -535665.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -535688.812500 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -535688.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -535721.250000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -535721.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -535751.687500 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -535751.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -535783.937500 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -535783.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -535813.312500 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -535813.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -535846.125000 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -535846.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -535874.437500 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -535874.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -535892.250000 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -535892.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -535914.625000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -535914.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -535938.437500 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -535938.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -535969.375000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -535969.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -536007.312500 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -536007.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -536051.375000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -536051.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -536101.687500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -536101.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -536158.062500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -536158.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -536213.312500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -536213.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -536269.250000 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -536269.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -536307.062500 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -536307.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -536335.750000 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -536335.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -536363.937500 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -536363.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -536390.000000 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -536390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -536414.500000 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -536414.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -536439.375000 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -536439.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -536465.250000 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -536465.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -536489.375000 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -536489.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -536501.375000 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -536501.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -536512.875000 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -536512.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -536519.062500 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -536519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -536525.437500 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -536525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -536534.437500 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -536534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -536540.125000 Penalty: 4285.060059
	Iteration 59Q: 3 clusters Score -536540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -536545.875000 Penalty: 4285.060059
	Iteration 60F: 3 clusters Score -536545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -536548.062500 Penalty: 4285.060059
	Iteration 61Q: 3 clusters Score -536548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -536551.187500 Penalty: 4285.060059
	Iteration 62Q: 3 clusters Score -536551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -536556.500000 Penalty: 4285.060059
	Iteration 63Q: 3 clusters Score -536556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -536557.625000 Penalty: 4285.060059
	Iteration 64Q: 3 clusters Score -536557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -536559.937500 Penalty: 4285.060059
	Iteration 65Q: 3 clusters Score -536559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -536560.187500 Penalty: 4285.060059
	Iteration 66Q: 3 clusters Score -536560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -536561.062500 Penalty: 4285.060059
	Iteration 67Q: 3 clusters Score -536561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -536561.062500 Penalty: 4285.060059
	Iteration 68F: 3 clusters Score -536561.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Entering Unmasked Estep 
Score: -1040250.437500 Penalty: 2344.959229
	Iteration 0F: 2 clusters Score -1040250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1030781.937500 Penalty: 4689.918457
	Iteration 0F: 3 clusters Score -1030782 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1033571.937500 Penalty: 4689.918457
	Iteration 1F: 3 clusters Score -1033572 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1033837.812500 Penalty: 4689.918457
	Iteration 2F: 3 clusters Score -1033838 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1034051.687500 Penalty: 4689.918457
	Iteration 3Q: 3 clusters Score -1034052 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1034265.750000 Penalty: 4689.918457
	Iteration 4Q: 3 clusters Score -1034266 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1034472.937500 Penalty: 4689.918457
	Iteration 5Q: 3 clusters Score -1034473 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1034662.500000 Penalty: 4689.918457
	Iteration 6Q: 3 clusters Score -1034662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1034846.437500 Penalty: 4689.918457
	Iteration 7Q: 3 clusters Score -1034846 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1035047.562500 Penalty: 4689.918457
	Iteration 8Q: 3 clusters Score -1035048 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1035237.312500 Penalty: 4689.918457
	Iteration 9Q: 3 clusters Score -1035237 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1035417.312500 Penalty: 4689.918457
	Iteration 10Q: 3 clusters Score -1035417 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1035595.937500 Penalty: 4689.918457
	Iteration 11Q: 3 clusters Score -1035596 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1035766.125000 Penalty: 4689.918457
	Iteration 12Q: 3 clusters Score -1035766 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1035913.187500 Penalty: 4689.918457
	Iteration 13Q: 3 clusters Score -1035913 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1036039.625000 Penalty: 4689.918457
	Iteration 14Q: 3 clusters Score -1036040 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1036149.125000 Penalty: 4689.918457
	Iteration 15Q: 3 clusters Score -1036149 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1036243.750000 Penalty: 4689.918457
	Iteration 16Q: 3 clusters Score -1036244 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1036310.375000 Penalty: 4689.918457
	Iteration 17Q: 3 clusters Score -1036310 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1036367.687500 Penalty: 4689.918457
	Iteration 18Q: 3 clusters Score -1036368 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1036411.250000 Penalty: 4689.918457
	Iteration 19Q: 3 clusters Score -1036411 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1036446.187500 Penalty: 4689.918457
	Iteration 20F: 3 clusters Score -1036446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1036475.937500 Penalty: 4689.918457
	Iteration 21Q: 3 clusters Score -1036476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1036494.687500 Penalty: 4689.918457
	Iteration 22Q: 3 clusters Score -1036495 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1036514.875000 Penalty: 4689.918457
	Iteration 23Q: 3 clusters Score -1036515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1036531.250000 Penalty: 4689.918457
	Iteration 24Q: 3 clusters Score -1036531 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1036540.812500 Penalty: 4689.918457
	Iteration 25Q: 3 clusters Score -1036541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1036554.312500 Penalty: 4689.918457
	Iteration 26Q: 3 clusters Score -1036554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1036564.875000 Penalty: 4689.918457
	Iteration 27Q: 3 clusters Score -1036565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1036581.125000 Penalty: 4689.918457
	Iteration 28Q: 3 clusters Score -1036581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1036590.750000 Penalty: 4689.918457
	Iteration 29Q: 3 clusters Score -1036591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1036600.750000 Penalty: 4689.918457
	Iteration 30Q: 3 clusters Score -1036601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1036614.687500 Penalty: 4689.918457
	Iteration 31Q: 3 clusters Score -1036615 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1036633.125000 Penalty: 4689.918457
	Iteration 32Q: 3 clusters Score -1036633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1036652.375000 Penalty: 4689.918457
	Iteration 33Q: 3 clusters Score -1036652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1036673.625000 Penalty: 4689.918457
	Iteration 34Q: 3 clusters Score -1036674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1036693.750000 Penalty: 4689.918457
	Iteration 35Q: 3 clusters Score -1036694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1036713.937500 Penalty: 4689.918457
	Iteration 36Q: 3 clusters Score -1036714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1036731.000000 Penalty: 4689.918457
	Iteration 37Q: 3 clusters Score -1036731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1036753.687500 Penalty: 4689.918457
	Iteration 38Q: 3 clusters Score -1036754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1036776.687500 Penalty: 4689.918457
	Iteration 39Q: 3 clusters Score -1036777 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1036794.875000 Penalty: 4689.918457
	Iteration 40F: 3 clusters Score -1036795 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1036821.437500 Penalty: 4689.918457
	Iteration 41Q: 3 clusters Score -1036821 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1036852.500000 Penalty: 4689.918457
	Iteration 42Q: 3 clusters Score -1036852 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1036887.562500 Penalty: 4689.918457
	Iteration 43Q: 3 clusters Score -1036888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1036930.437500 Penalty: 4689.918457
	Iteration 44Q: 3 clusters Score -1036930 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1036981.500000 Penalty: 4689.918457
	Iteration 45Q: 3 clusters Score -1036982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1037034.687500 Penalty: 4689.918457
	Iteration 46Q: 3 clusters Score -1037035 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1037093.187500 Penalty: 4689.918457
	Iteration 47Q: 3 clusters Score -1037093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1037169.375000 Penalty: 4689.918457
	Iteration 48Q: 3 clusters Score -1037169 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1037254.437500 Penalty: 4689.918457
	Iteration 49Q: 3 clusters Score -1037254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1037327.937500 Penalty: 4689.918457
	Iteration 50Q: 3 clusters Score -1037328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1037431.187500 Penalty: 4689.918457
	Iteration 51Q: 3 clusters Score -1037431 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1037530.437500 Penalty: 4689.918457
	Iteration 52Q: 3 clusters Score -1037530 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1037623.000000 Penalty: 4689.918457
	Iteration 53Q: 3 clusters Score -1037623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1037712.125000 Penalty: 4689.918457
	Iteration 54Q: 3 clusters Score -1037712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1037789.000000 Penalty: 4689.918457
	Iteration 55Q: 3 clusters Score -1037789 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1037837.062500 Penalty: 4689.918457
	Iteration 56Q: 3 clusters Score -1037837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1037877.562500 Penalty: 4689.918457
	Iteration 57Q: 3 clusters Score -1037878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1037910.875000 Penalty: 4689.918457
	Iteration 58Q: 3 clusters Score -1037911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1037935.562500 Penalty: 4689.918457
	Iteration 59Q: 3 clusters Score -1037936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1037962.562500 Penalty: 4689.918457
	Iteration 60F: 3 clusters Score -1037963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1037985.625000 Penalty: 4689.918457
	Iteration 61Q: 3 clusters Score -1037986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1038007.000000 Penalty: 4689.918457
	Iteration 62Q: 3 clusters Score -1038007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1038028.437500 Penalty: 4689.918457
	Iteration 63Q: 3 clusters Score -1038028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1038048.312500 Penalty: 4689.918457
	Iteration 64Q: 3 clusters Score -1038048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1038059.687500 Penalty: 4689.918457
	Iteration 65Q: 3 clusters Score -1038060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1038069.500000 Penalty: 4689.918457
	Iteration 66Q: 3 clusters Score -1038070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1038075.812500 Penalty: 4689.918457
	Iteration 67Q: 3 clusters Score -1038076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1038084.812500 Penalty: 4689.918457
	Iteration 68Q: 3 clusters Score -1038085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1038088.312500 Penalty: 4689.918457
	Iteration 69Q: 3 clusters Score -1038088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1038091.625000 Penalty: 4689.918457
	Iteration 70Q: 3 clusters Score -1038092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1038097.062500 Penalty: 4689.918457
	Iteration 71Q: 3 clusters Score -1038097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1038101.062500 Penalty: 4689.918457
	Iteration 72Q: 3 clusters Score -1038101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1038104.375000 Penalty: 4689.918457
	Iteration 73Q: 3 clusters Score -1038104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1038107.125000 Penalty: 4689.918457
	Iteration 74Q: 3 clusters Score -1038107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1038110.437500 Penalty: 4689.918457
	Iteration 75Q: 3 clusters Score -1038110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1038112.812500 Penalty: 4689.918457
	Iteration 76Q: 3 clusters Score -1038113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1038111.562500 Penalty: 4689.918457
	Iteration 77Q: 3 clusters Score -1038112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1038111.562500 Penalty: 4689.918457
	Iteration 78F: 3 clusters Score -1038112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Entering Unmasked Estep 
Score: -2300205.250000 Penalty: 2499.382324
	Iteration 0F: 2 clusters Score -2300205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2283780.000000 Penalty: 4998.764648
	Iteration 0F: 3 clusters Score -2283780 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2289583.750000 Penalty: 4998.764648
	Iteration 1F: 3 clusters Score -2289584 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2290201.250000 Penalty: 4998.764648
	Iteration 2F: 3 clusters Score -2290201 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2290810.000000 Penalty: 4998.764648
	Iteration 3F: 3 clusters Score -2290810 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2291416.250000 Penalty: 4998.764648
	Iteration 4F: 3 clusters Score -2291416 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2292052.250000 Penalty: 4998.764648
	Iteration 5F: 3 clusters Score -2292052 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2292871.750000 Penalty: 4998.764648
	Iteration 6F: 3 clusters Score -2292872 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2293785.000000 Penalty: 4998.764648
	Iteration 7F: 3 clusters Score -2293785 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2294697.750000 Penalty: 4998.764648
	Iteration 8F: 3 clusters Score -2294698 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2295684.500000 Penalty: 4998.764648
	Iteration 9F: 3 clusters Score -2295684 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2296598.250000 Penalty: 4998.764648
	Iteration 10Q: 3 clusters Score -2296598 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2297342.250000 Penalty: 4998.764648
	Iteration 11Q: 3 clusters Score -2297342 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2297949.500000 Penalty: 4998.764648
	Iteration 12Q: 3 clusters Score -2297950 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2298325.000000 Penalty: 4998.764648
	Iteration 13Q: 3 clusters Score -2298325 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2298548.750000 Penalty: 4998.764648
	Iteration 14Q: 3 clusters Score -2298549 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2298676.250000 Penalty: 4998.764648
	Iteration 15Q: 3 clusters Score -2298676 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2298746.500000 Penalty: 4998.764648
	Iteration 16Q: 3 clusters Score -2298746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2298782.000000 Penalty: 4998.764648
	Iteration 17Q: 3 clusters Score -2298782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2298816.500000 Penalty: 4998.764648
	Iteration 18Q: 3 clusters Score -2298816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2298834.750000 Penalty: 4998.764648
	Iteration 19Q: 3 clusters Score -2298835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2298844.000000 Penalty: 4998.764648
	Iteration 20F: 3 clusters Score -2298844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2298854.750000 Penalty: 4998.764648
	Iteration 21Q: 3 clusters Score -2298855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2298867.750000 Penalty: 4998.764648
	Iteration 22Q: 3 clusters Score -2298868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2298877.250000 Penalty: 4998.764648
	Iteration 23Q: 3 clusters Score -2298877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2298888.250000 Penalty: 4998.764648
	Iteration 24Q: 3 clusters Score -2298888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2298894.500000 Penalty: 4998.764648
	Iteration 25Q: 3 clusters Score -2298894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2298894.250000 Penalty: 4998.764648
	Iteration 26Q: 3 clusters Score -2298894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2298892.750000 Penalty: 4998.764648
	Iteration 27Q: 3 clusters Score -2298893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2298899.000000 Penalty: 4998.764648
	Iteration 28Q: 3 clusters Score -2298899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2298900.000000 Penalty: 4998.764648
	Iteration 29Q: 3 clusters Score -2298900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2298904.000000 Penalty: 4998.764648
	Iteration 30Q: 3 clusters Score -2298904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2298910.000000 Penalty: 4998.764648
	Iteration 31Q: 3 clusters Score -2298910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2298911.750000 Penalty: 4998.764648
	Iteration 32Q: 3 clusters Score -2298912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2298915.750000 Penalty: 4998.764648
	Iteration 33Q: 3 clusters Score -2298916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2298919.750000 Penalty: 4998.764648
	Iteration 34Q: 3 clusters Score -2298920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2298923.750000 Penalty: 4998.764648
	Iteration 35Q: 3 clusters Score -2298924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2298927.750000 Penalty: 4998.764648
	Iteration 36Q: 3 clusters Score -2298928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2298928.500000 Penalty: 4998.764648
	Iteration 37Q: 3 clusters Score -2298928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2298929.500000 Penalty: 4998.764648
	Iteration 38Q: 3 clusters Score -2298930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2298929.500000 Penalty: 4998.764648
	Iteration 39F: 3 clusters Score -2298930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Entering Unmasked Estep 
Score: -3528870.750000 Penalty: 2648.157471
	Iteration 0F: 2 clusters Score -3528871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3499474.000000 Penalty: 5296.314941
	Iteration 0F: 3 clusters Score -3499474 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3510753.500000 Penalty: 5296.314941
	Iteration 1F: 3 clusters Score -3510754 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3511741.250000 Penalty: 5296.314941
	Iteration 2F: 3 clusters Score -3511741 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3513068.750000 Penalty: 5296.314941
	Iteration 3F: 3 clusters Score -3513069 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3514915.500000 Penalty: 5296.314941
	Iteration 4F: 3 clusters Score -3514916 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3517227.500000 Penalty: 5296.314941
	Iteration 5F: 3 clusters Score -3517228 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3519678.750000 Penalty: 5296.314941
	Iteration 6F: 3 clusters Score -3519679 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3521846.500000 Penalty: 5296.314941
	Iteration 7F: 3 clusters Score -3521846 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3523196.500000 Penalty: 5296.314941
	Iteration 8Q: 3 clusters Score -3523196 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3524031.000000 Penalty: 5296.314941
	Iteration 9Q: 3 clusters Score -3524031 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3524530.500000 Penalty: 5296.314941
	Iteration 10Q: 3 clusters Score -3524530 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3524844.250000 Penalty: 5296.314941
	Iteration 11Q: 3 clusters Score -3524844 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3525093.500000 Penalty: 5296.314941
	Iteration 12Q: 3 clusters Score -3525094 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3525274.750000 Penalty: 5296.314941
	Iteration 13Q: 3 clusters Score -3525275 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3525431.000000 Penalty: 5296.314941
	Iteration 14Q: 3 clusters Score -3525431 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3525557.000000 Penalty: 5296.314941
	Iteration 15Q: 3 clusters Score -3525557 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3525681.250000 Penalty: 5296.314941
	Iteration 16Q: 3 clusters Score -3525681 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3525775.250000 Penalty: 5296.314941
	Iteration 17Q: 3 clusters Score -3525775 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3525861.000000 Penalty: 5296.314941
	Iteration 18Q: 3 clusters Score -3525861 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3525963.500000 Penalty: 5296.314941
	Iteration 19Q: 3 clusters Score -3525964 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3526037.000000 Penalty: 5296.314941
	Iteration 20F: 3 clusters Score -3526037 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3526114.500000 Penalty: 5296.314941
	Iteration 21Q: 3 clusters Score -3526114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3526173.750000 Penalty: 5296.314941
	Iteration 22Q: 3 clusters Score -3526174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3526230.500000 Penalty: 5296.314941
	Iteration 23Q: 3 clusters Score -3526230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3526287.000000 Penalty: 5296.314941
	Iteration 24Q: 3 clusters Score -3526287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3526328.500000 Penalty: 5296.314941
	Iteration 25Q: 3 clusters Score -3526328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3526375.250000 Penalty: 5296.314941
	Iteration 26Q: 3 clusters Score -3526375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3526421.500000 Penalty: 5296.314941
	Iteration 27Q: 3 clusters Score -3526422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3526475.500000 Penalty: 5296.314941
	Iteration 28Q: 3 clusters Score -3526476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3526517.000000 Penalty: 5296.314941
	Iteration 29Q: 3 clusters Score -3526517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3526546.250000 Penalty: 5296.314941
	Iteration 30Q: 3 clusters Score -3526546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3526579.250000 Penalty: 5296.314941
	Iteration 31Q: 3 clusters Score -3526579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3526597.750000 Penalty: 5296.314941
	Iteration 32Q: 3 clusters Score -3526598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3526606.500000 Penalty: 5296.314941
	Iteration 33Q: 3 clusters Score -3526606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3526622.000000 Penalty: 5296.314941
	Iteration 34Q: 3 clusters Score -3526622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3526637.000000 Penalty: 5296.314941
	Iteration 35Q: 3 clusters Score -3526637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3526638.250000 Penalty: 5296.314941
	Iteration 36Q: 3 clusters Score -3526638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3526654.250000 Penalty: 5296.314941
	Iteration 37Q: 3 clusters Score -3526654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3526670.250000 Penalty: 5296.314941
	Iteration 38Q: 3 clusters Score -3526670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3526679.000000 Penalty: 5296.314941
	Iteration 39Q: 3 clusters Score -3526679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3526682.750000 Penalty: 5296.314941
	Iteration 40F: 3 clusters Score -3526683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3526685.500000 Penalty: 5296.314941
	Iteration 41Q: 3 clusters Score -3526686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3526692.000000 Penalty: 5296.314941
	Iteration 42Q: 3 clusters Score -3526692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3526693.000000 Penalty: 5296.314941
	Iteration 43Q: 3 clusters Score -3526693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3526687.750000 Penalty: 5296.314941
	Iteration 44Q: 3 clusters Score -3526688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3526689.000000 Penalty: 5296.314941
	Iteration 45Q: 3 clusters Score -3526689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3526690.250000 Penalty: 5296.314941
	Iteration 46Q: 3 clusters Score -3526690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3526690.250000 Penalty: 5296.314941
	Iteration 47F: 3 clusters Score -3526690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (138579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Entering Unmasked Estep 
Score: -13669254.000000 Penalty: 2936.120605
	Iteration 0F: 2 clusters Score -1.366925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -13581734.000000 Penalty: 5872.241211
	Iteration 0F: 3 clusters Score -1.358173e+07 nChanged 66214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70494 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -13619754.000000 Penalty: 5872.241211
	Iteration 1F: 3 clusters Score -1.361975e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -13620794.000000 Penalty: 5872.241211
	Iteration 2Q: 3 clusters Score -1.362079e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -13622221.000000 Penalty: 5872.241211
	Iteration 3Q: 3 clusters Score -1.362222e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -13623961.000000 Penalty: 5872.241211
	Iteration 4Q: 3 clusters Score -1.362396e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -13626541.000000 Penalty: 5872.241211
	Iteration 5Q: 3 clusters Score -1.362654e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -13630274.000000 Penalty: 5872.241211
	Iteration 6F: 3 clusters Score -1.363027e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -13635820.000000 Penalty: 5872.241211
	Iteration 7F: 3 clusters Score -1.363582e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -13642811.000000 Penalty: 5872.241211
	Iteration 8F: 3 clusters Score -1.364281e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -13649455.000000 Penalty: 5872.241211
	Iteration 9F: 3 clusters Score -1.364946e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -13653944.000000 Penalty: 5872.241211
	Iteration 10F: 3 clusters Score -1.365394e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -13656206.000000 Penalty: 5872.241211
	Iteration 11Q: 3 clusters Score -1.365621e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -13657517.000000 Penalty: 5872.241211
	Iteration 12Q: 3 clusters Score -1.365752e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110826 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -13658508.000000 Penalty: 5872.241211
	Iteration 13Q: 3 clusters Score -1.365851e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -13659244.000000 Penalty: 5872.241211
	Iteration 14Q: 3 clusters Score -1.365924e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -13660093.000000 Penalty: 5872.241211
	Iteration 15Q: 3 clusters Score -1.366009e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -13660920.000000 Penalty: 5872.241211
	Iteration 16Q: 3 clusters Score -1.366092e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -13661701.000000 Penalty: 5872.241211
	Iteration 17Q: 3 clusters Score -1.36617e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121349 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -13662528.000000 Penalty: 5872.241211
	Iteration 18Q: 3 clusters Score -1.366253e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -13663345.000000 Penalty: 5872.241211
	Iteration 19Q: 3 clusters Score -1.366334e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -13664114.000000 Penalty: 5872.241211
	Iteration 20F: 3 clusters Score -1.366411e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126705 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -13664820.000000 Penalty: 5872.241211
	Iteration 21Q: 3 clusters Score -1.366482e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -13665379.000000 Penalty: 5872.241211
	Iteration 22Q: 3 clusters Score -1.366538e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -13665928.000000 Penalty: 5872.241211
	Iteration 23Q: 3 clusters Score -1.366593e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131062 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -13666341.000000 Penalty: 5872.241211
	Iteration 24Q: 3 clusters Score -1.366634e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -13666463.000000 Penalty: 5872.241211
	Iteration 25Q: 3 clusters Score -1.366646e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133081 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -13666669.000000 Penalty: 5872.241211
	Iteration 26Q: 3 clusters Score -1.366667e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133834 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -13666812.000000 Penalty: 5872.241211
	Iteration 27Q: 3 clusters Score -1.366681e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134469 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -13666924.000000 Penalty: 5872.241211
	Iteration 28Q: 3 clusters Score -1.366692e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -13666954.000000 Penalty: 5872.241211
	Iteration 29Q: 3 clusters Score -1.366695e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135413 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -13666998.000000 Penalty: 5872.241211
	Iteration 30Q: 3 clusters Score -1.3667e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135731 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -13667035.000000 Penalty: 5872.241211
	Iteration 31Q: 3 clusters Score -1.366704e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135997 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -13667086.000000 Penalty: 5872.241211
	Iteration 32Q: 3 clusters Score -1.366709e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136214 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13667089.000000 Penalty: 5872.241211
	Iteration 33Q: 3 clusters Score -1.366709e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13667170.000000 Penalty: 5872.241211
	Iteration 34Q: 3 clusters Score -1.366717e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -13667206.000000 Penalty: 5872.241211
	Iteration 35Q: 3 clusters Score -1.366721e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136657 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -13667230.000000 Penalty: 5872.241211
	Iteration 36Q: 3 clusters Score -1.366723e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136756 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13667259.000000 Penalty: 5872.241211
	Iteration 37Q: 3 clusters Score -1.366726e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136840 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -13667222.000000 Penalty: 5872.241211
	Iteration 38Q: 3 clusters Score -1.366722e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13667239.000000 Penalty: 5872.241211
	Iteration 39Q: 3 clusters Score -1.366724e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136979 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13667241.000000 Penalty: 5872.241211
	Iteration 40F: 3 clusters Score -1.366724e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137052 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13667216.000000 Penalty: 5872.241211
	Iteration 41Q: 3 clusters Score -1.366722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13667218.000000 Penalty: 5872.241211
	Iteration 42Q: 3 clusters Score -1.366722e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13667231.000000 Penalty: 5872.241211
	Iteration 43Q: 3 clusters Score -1.366723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137140 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13667222.000000 Penalty: 5872.241211
	Iteration 44Q: 3 clusters Score -1.366722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13667241.000000 Penalty: 5872.241211
	Iteration 45Q: 3 clusters Score -1.366724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13667257.000000 Penalty: 5872.241211
	Iteration 46Q: 3 clusters Score -1.366726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -13667262.000000 Penalty: 5872.241211
	Iteration 47Q: 3 clusters Score -1.366726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137245 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13667276.000000 Penalty: 5872.241211
	Iteration 48Q: 3 clusters Score -1.366728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13667280.000000 Penalty: 5872.241211
	Iteration 49Q: 3 clusters Score -1.366728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137281 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13667291.000000 Penalty: 5872.241211
	Iteration 50Q: 3 clusters Score -1.366729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137308 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13667283.000000 Penalty: 5872.241211
	Iteration 51Q: 3 clusters Score -1.366728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -13667283.000000 Penalty: 5872.241211
	Iteration 52Q: 3 clusters Score -1.366728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137345 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13667286.000000 Penalty: 5872.241211
	Iteration 53Q: 3 clusters Score -1.366729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13667275.000000 Penalty: 5872.241211
	Iteration 54Q: 3 clusters Score -1.366728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13667280.000000 Penalty: 5872.241211
	Iteration 55Q: 3 clusters Score -1.366728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137392 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13667272.000000 Penalty: 5872.241211
	Iteration 56Q: 3 clusters Score -1.366727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13667289.000000 Penalty: 5872.241211
	Iteration 57Q: 3 clusters Score -1.366729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13667294.000000 Penalty: 5872.241211
	Iteration 58Q: 3 clusters Score -1.366729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137433 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13667305.000000 Penalty: 5872.241211
	Iteration 59Q: 3 clusters Score -1.36673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13667305.000000 Penalty: 5872.241211
	Iteration 60F: 3 clusters Score -1.36673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13667313.000000 Penalty: 5872.241211
	Iteration 61Q: 3 clusters Score -1.366731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137469 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13667323.000000 Penalty: 5872.241211
	Iteration 62Q: 3 clusters Score -1.366732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137476 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13667316.000000 Penalty: 5872.241211
	Iteration 63Q: 3 clusters Score -1.366732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -13667316.000000 Penalty: 5872.241211
	Iteration 64Q: 3 clusters Score -1.366732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13667315.000000 Penalty: 5872.241211
	Iteration 65Q: 3 clusters Score -1.366732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137490 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13667320.000000 Penalty: 5872.241211
	Iteration 66Q: 3 clusters Score -1.366732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137494 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13667318.000000 Penalty: 5872.241211
	Iteration 67Q: 3 clusters Score -1.366732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137498 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -13667315.000000 Penalty: 5872.241211
	Iteration 68Q: 3 clusters Score -1.366732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137503 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13667322.000000 Penalty: 5872.241211
	Iteration 69Q: 3 clusters Score -1.366732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137506 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13667327.000000 Penalty: 5872.241211
	Iteration 70Q: 3 clusters Score -1.366733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13667328.000000 Penalty: 5872.241211
	Iteration 71Q: 3 clusters Score -1.366733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13667336.000000 Penalty: 5872.241211
	Iteration 72Q: 3 clusters Score -1.366734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13667325.000000 Penalty: 5872.241211
	Iteration 73Q: 3 clusters Score -1.366732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137514 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13667335.000000 Penalty: 5872.241211
	Iteration 74Q: 3 clusters Score -1.366734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13667327.000000 Penalty: 5872.241211
	Iteration 75Q: 3 clusters Score -1.366733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13667326.000000 Penalty: 5872.241211
	Iteration 76Q: 3 clusters Score -1.366733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13667328.000000 Penalty: 5872.241211
	Iteration 77Q: 3 clusters Score -1.366733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137525 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -13667329.000000 Penalty: 5872.241211
	Iteration 78Q: 3 clusters Score -1.366733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13667314.000000 Penalty: 5872.241211
	Iteration 79Q: 3 clusters Score -1.366731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -13667316.000000 Penalty: 5872.241211
	Iteration 80F: 3 clusters Score -1.366732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137530 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13667317.000000 Penalty: 5872.241211
	Iteration 81Q: 3 clusters Score -1.366732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137533 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -13667322.000000 Penalty: 5872.241211
	Iteration 82Q: 3 clusters Score -1.366732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13667327.000000 Penalty: 5872.241211
	Iteration 83Q: 3 clusters Score -1.366733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137536 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -13667324.000000 Penalty: 5872.241211
	Iteration 84Q: 3 clusters Score -1.366732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13667321.000000 Penalty: 5872.241211
	Iteration 85Q: 3 clusters Score -1.366732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13667321.000000 Penalty: 5872.241211
	Iteration 86F: 3 clusters Score -1.366732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Entering Unmasked Estep 
Score: -934779.250000 Penalty: 2330.843262
	Iteration 0F: 2 clusters Score -934779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -925798.062500 Penalty: 4661.686523
	Iteration 0F: 3 clusters Score -925798.1 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -928642.000000 Penalty: 4661.686523
	Iteration 1F: 3 clusters Score -928642 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -929231.375000 Penalty: 4661.686523
	Iteration 2F: 3 clusters Score -929231.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -929889.250000 Penalty: 4661.686523
	Iteration 3F: 3 clusters Score -929889.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -930668.125000 Penalty: 4661.686523
	Iteration 4F: 3 clusters Score -930668.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -931575.937500 Penalty: 4661.686523
	Iteration 5F: 3 clusters Score -931575.9 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -932532.500000 Penalty: 4661.686523
	Iteration 6F: 3 clusters Score -932532.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -933156.187500 Penalty: 4661.686523
	Iteration 7F: 3 clusters Score -933156.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -933583.125000 Penalty: 4661.686523
	Iteration 8Q: 3 clusters Score -933583.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -933865.562500 Penalty: 4661.686523
	Iteration 9Q: 3 clusters Score -933865.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -934043.562500 Penalty: 4661.686523
	Iteration 10Q: 3 clusters Score -934043.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -934142.812500 Penalty: 4661.686523
	Iteration 11Q: 3 clusters Score -934142.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -934198.250000 Penalty: 4661.686523
	Iteration 12Q: 3 clusters Score -934198.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -934239.812500 Penalty: 4661.686523
	Iteration 13Q: 3 clusters Score -934239.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -934269.375000 Penalty: 4661.686523
	Iteration 14Q: 3 clusters Score -934269.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -934302.125000 Penalty: 4661.686523
	Iteration 15Q: 3 clusters Score -934302.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -934335.000000 Penalty: 4661.686523
	Iteration 16Q: 3 clusters Score -934335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -934360.375000 Penalty: 4661.686523
	Iteration 17Q: 3 clusters Score -934360.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -934389.187500 Penalty: 4661.686523
	Iteration 18Q: 3 clusters Score -934389.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -934408.750000 Penalty: 4661.686523
	Iteration 19Q: 3 clusters Score -934408.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -934421.937500 Penalty: 4661.686523
	Iteration 20F: 3 clusters Score -934421.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -934430.125000 Penalty: 4661.686523
	Iteration 21Q: 3 clusters Score -934430.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -934430.750000 Penalty: 4661.686523
	Iteration 22Q: 3 clusters Score -934430.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -934434.250000 Penalty: 4661.686523
	Iteration 23Q: 3 clusters Score -934434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -934432.500000 Penalty: 4661.686523
	Iteration 24Q: 3 clusters Score -934432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -934433.500000 Penalty: 4661.686523
	Iteration 25Q: 3 clusters Score -934433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -934435.937500 Penalty: 4661.686523
	Iteration 26Q: 3 clusters Score -934435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -934438.000000 Penalty: 4661.686523
	Iteration 27Q: 3 clusters Score -934438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -934438.000000 Penalty: 4661.686523
	Iteration 28Q: 3 clusters Score -934438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -934436.125000 Penalty: 4661.686523
	Iteration 29Q: 3 clusters Score -934436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -934436.125000 Penalty: 4661.686523
	Iteration 30F: 3 clusters Score -934436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -114139.523438 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -114139.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111946.703125 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -111946.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112266.289062 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -112266.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -112347.023438 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -112347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112383.156250 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -112383.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112402.343750 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -112402.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -112425.664062 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -112425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -112443.421875 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -112443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -112459.406250 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -112459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112467.140625 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -112467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -112472.210938 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -112472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -112479.578125 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -112479.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -112483.992188 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -112484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -112483.992188 Penalty: 3574.730957
	Iteration 12F: 3 clusters Score -112484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169789 members 
Entering Unmasked Estep 
Score: -13929229.000000 Penalty: 2986.493408
	Iteration 0F: 2 clusters Score -1.392923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -13815419.000000 Penalty: 5972.986816
	Iteration 0F: 3 clusters Score -1.381542e+07 nChanged 81313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -13862822.000000 Penalty: 5972.986816
	Iteration 1F: 3 clusters Score -1.386282e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -13864230.000000 Penalty: 5972.986816
	Iteration 2Q: 3 clusters Score -1.386423e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -13866440.000000 Penalty: 5972.986816
	Iteration 3Q: 3 clusters Score -1.386644e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -13869269.000000 Penalty: 5972.986816
	Iteration 4Q: 3 clusters Score -1.386927e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -13873283.000000 Penalty: 5972.986816
	Iteration 5F: 3 clusters Score -1.387328e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -13878221.000000 Penalty: 5972.986816
	Iteration 6F: 3 clusters Score -1.387822e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -13883041.000000 Penalty: 5972.986816
	Iteration 7F: 3 clusters Score -1.388304e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -13887095.000000 Penalty: 5972.986816
	Iteration 8F: 3 clusters Score -1.38871e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -13890280.000000 Penalty: 5972.986816
	Iteration 9Q: 3 clusters Score -1.389028e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -13892540.000000 Penalty: 5972.986816
	Iteration 10Q: 3 clusters Score -1.389254e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -13893876.000000 Penalty: 5972.986816
	Iteration 11Q: 3 clusters Score -1.389388e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -13894311.000000 Penalty: 5972.986816
	Iteration 12Q: 3 clusters Score -1.389431e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -13894674.000000 Penalty: 5972.986816
	Iteration 13Q: 3 clusters Score -1.389467e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -13894942.000000 Penalty: 5972.986816
	Iteration 14Q: 3 clusters Score -1.389494e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -13894972.000000 Penalty: 5972.986816
	Iteration 15Q: 3 clusters Score -1.389497e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -13895048.000000 Penalty: 5972.986816
	Iteration 16Q: 3 clusters Score -1.389505e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -13895119.000000 Penalty: 5972.986816
	Iteration 17Q: 3 clusters Score -1.389512e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -13895116.000000 Penalty: 5972.986816
	Iteration 18Q: 3 clusters Score -1.389512e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -13895164.000000 Penalty: 5972.986816
	Iteration 19Q: 3 clusters Score -1.389516e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -13895221.000000 Penalty: 5972.986816
	Iteration 20F: 3 clusters Score -1.389522e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -13895211.000000 Penalty: 5972.986816
	Iteration 21Q: 3 clusters Score -1.389521e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -13895214.000000 Penalty: 5972.986816
	Iteration 22Q: 3 clusters Score -1.389521e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -13895250.000000 Penalty: 5972.986816
	Iteration 23Q: 3 clusters Score -1.389525e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -13895276.000000 Penalty: 5972.986816
	Iteration 24Q: 3 clusters Score -1.389528e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -13895293.000000 Penalty: 5972.986816
	Iteration 25Q: 3 clusters Score -1.389529e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -13895358.000000 Penalty: 5972.986816
	Iteration 26Q: 3 clusters Score -1.389536e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -13895392.000000 Penalty: 5972.986816
	Iteration 27Q: 3 clusters Score -1.389539e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -13895388.000000 Penalty: 5972.986816
	Iteration 28Q: 3 clusters Score -1.389539e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -13895474.000000 Penalty: 5972.986816
	Iteration 29Q: 3 clusters Score -1.389547e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -13895577.000000 Penalty: 5972.986816
	Iteration 30Q: 3 clusters Score -1.389558e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -13895714.000000 Penalty: 5972.986816
	Iteration 31Q: 3 clusters Score -1.389571e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -13895823.000000 Penalty: 5972.986816
	Iteration 32Q: 3 clusters Score -1.389582e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -13895939.000000 Penalty: 5972.986816
	Iteration 33Q: 3 clusters Score -1.389594e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -13896193.000000 Penalty: 5972.986816
	Iteration 34Q: 3 clusters Score -1.389619e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -13896494.000000 Penalty: 5972.986816
	Iteration 35Q: 3 clusters Score -1.389649e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -13896950.000000 Penalty: 5972.986816
	Iteration 36Q: 3 clusters Score -1.389695e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -13897576.000000 Penalty: 5972.986816
	Iteration 37Q: 3 clusters Score -1.389758e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -13898258.000000 Penalty: 5972.986816
	Iteration 38Q: 3 clusters Score -1.389826e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -13899205.000000 Penalty: 5972.986816
	Iteration 39Q: 3 clusters Score -1.38992e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 104385 members 
Entering Unmasked Estep 
Score: -13900477.000000 Penalty: 5972.986816
	Iteration 40F: 3 clusters Score -1.390048e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -13901864.000000 Penalty: 5972.986816
	Iteration 41Q: 3 clusters Score -1.390186e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -13903847.000000 Penalty: 5972.986816
	Iteration 42Q: 3 clusters Score -1.390385e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -13905998.000000 Penalty: 5972.986816
	Iteration 43Q: 3 clusters Score -1.3906e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 127919 members 
Entering Unmasked Estep 
Score: -13908533.000000 Penalty: 5972.986816
	Iteration 44Q: 3 clusters Score -1.390853e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 134573 members 
Entering Unmasked Estep 
Score: -13911541.000000 Penalty: 5972.986816
	Iteration 45Q: 3 clusters Score -1.391154e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -13914254.000000 Penalty: 5972.986816
	Iteration 46Q: 3 clusters Score -1.391425e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -13917293.000000 Penalty: 5972.986816
	Iteration 47Q: 3 clusters Score -1.391729e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -13919802.000000 Penalty: 5972.986816
	Iteration 48Q: 3 clusters Score -1.39198e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -13921660.000000 Penalty: 5972.986816
	Iteration 49Q: 3 clusters Score -1.392166e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 159790 members 
Entering Unmasked Estep 
Score: -13923097.000000 Penalty: 5972.986816
	Iteration 50Q: 3 clusters Score -1.39231e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 162281 members 
Entering Unmasked Estep 
Score: -13924268.000000 Penalty: 5972.986816
	Iteration 51Q: 3 clusters Score -1.392427e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -13924971.000000 Penalty: 5972.986816
	Iteration 52Q: 3 clusters Score -1.392497e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -13925558.000000 Penalty: 5972.986816
	Iteration 53Q: 3 clusters Score -1.392556e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -13925917.000000 Penalty: 5972.986816
	Iteration 54Q: 3 clusters Score -1.392592e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 166725 members 
Entering Unmasked Estep 
Score: -13926085.000000 Penalty: 5972.986816
	Iteration 55Q: 3 clusters Score -1.392608e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -13926263.000000 Penalty: 5972.986816
	Iteration 56Q: 3 clusters Score -1.392626e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -13926355.000000 Penalty: 5972.986816
	Iteration 57Q: 3 clusters Score -1.392636e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -13926454.000000 Penalty: 5972.986816
	Iteration 58Q: 3 clusters Score -1.392645e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -13926546.000000 Penalty: 5972.986816
	Iteration 59Q: 3 clusters Score -1.392655e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -13926612.000000 Penalty: 5972.986816
	Iteration 60F: 3 clusters Score -1.392661e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 167996 members 
Entering Unmasked Estep 
Score: -13926622.000000 Penalty: 5972.986816
	Iteration 61Q: 3 clusters Score -1.392662e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 168071 members 
Entering Unmasked Estep 
Score: -13926668.000000 Penalty: 5972.986816
	Iteration 62Q: 3 clusters Score -1.392667e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -13926710.000000 Penalty: 5972.986816
	Iteration 63Q: 3 clusters Score -1.392671e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 168163 members 
Entering Unmasked Estep 
Score: -13926716.000000 Penalty: 5972.986816
	Iteration 64Q: 3 clusters Score -1.392672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -13926728.000000 Penalty: 5972.986816
	Iteration 65Q: 3 clusters Score -1.392673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 168219 members 
Entering Unmasked Estep 
Score: -13926729.000000 Penalty: 5972.986816
	Iteration 66Q: 3 clusters Score -1.392673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -13926752.000000 Penalty: 5972.986816
	Iteration 67Q: 3 clusters Score -1.392675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -13926775.000000 Penalty: 5972.986816
	Iteration 68Q: 3 clusters Score -1.392678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -13926771.000000 Penalty: 5972.986816
	Iteration 69Q: 3 clusters Score -1.392677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -13926781.000000 Penalty: 5972.986816
	Iteration 70Q: 3 clusters Score -1.392678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -13926789.000000 Penalty: 5972.986816
	Iteration 71Q: 3 clusters Score -1.392679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -13926806.000000 Penalty: 5972.986816
	Iteration 72Q: 3 clusters Score -1.392681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -13926823.000000 Penalty: 5972.986816
	Iteration 73Q: 3 clusters Score -1.392682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -13926844.000000 Penalty: 5972.986816
	Iteration 74Q: 3 clusters Score -1.392684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -13926825.000000 Penalty: 5972.986816
	Iteration 75Q: 3 clusters Score -1.392682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -13926828.000000 Penalty: 5972.986816
	Iteration 76Q: 3 clusters Score -1.392683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -13926835.000000 Penalty: 5972.986816
	Iteration 77Q: 3 clusters Score -1.392684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
Score: -13926863.000000 Penalty: 5972.986816
	Iteration 78Q: 3 clusters Score -1.392686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -13926886.000000 Penalty: 5972.986816
	Iteration 79Q: 3 clusters Score -1.392689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -13926873.000000 Penalty: 5972.986816
	Iteration 80F: 3 clusters Score -1.392687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -13926867.000000 Penalty: 5972.986816
	Iteration 81Q: 3 clusters Score -1.392687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -13926876.000000 Penalty: 5972.986816
	Iteration 82Q: 3 clusters Score -1.392688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 168477 members 
Entering Unmasked Estep 
Score: -13926870.000000 Penalty: 5972.986816
	Iteration 83Q: 3 clusters Score -1.392687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -13926876.000000 Penalty: 5972.986816
	Iteration 84Q: 3 clusters Score -1.392688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 168498 members 
Entering Unmasked Estep 
Score: -13926876.000000 Penalty: 5972.986816
	Iteration 85Q: 3 clusters Score -1.392688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -13926874.000000 Penalty: 5972.986816
	Iteration 86Q: 3 clusters Score -1.392687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 168508 members 
Entering Unmasked Estep 
Score: -13926873.000000 Penalty: 5972.986816
	Iteration 87Q: 3 clusters Score -1.392687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 168513 members 
Entering Unmasked Estep 
Score: -13926879.000000 Penalty: 5972.986816
	Iteration 88Q: 3 clusters Score -1.392688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -13926872.000000 Penalty: 5972.986816
	Iteration 89Q: 3 clusters Score -1.392687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -13926872.000000 Penalty: 5972.986816
	Iteration 90Q: 3 clusters Score -1.392687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -13926870.000000 Penalty: 5972.986816
	Iteration 91Q: 3 clusters Score -1.392687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 168520 members 
Entering Unmasked Estep 
Score: -13926849.000000 Penalty: 5972.986816
	Iteration 92Q: 3 clusters Score -1.392685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -13926855.000000 Penalty: 5972.986816
	Iteration 93Q: 3 clusters Score -1.392686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 168525 members 
Entering Unmasked Estep 
Score: -13926852.000000 Penalty: 5972.986816
	Iteration 94Q: 3 clusters Score -1.392685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -13926859.000000 Penalty: 5972.986816
	Iteration 95Q: 3 clusters Score -1.392686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
Score: -13926859.000000 Penalty: 5972.986816
	Iteration 96Q: 3 clusters Score -1.392686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
Score: -13926859.000000 Penalty: 5972.986816
	Iteration 97F: 3 clusters Score -1.392686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Entering Unmasked Estep 
Score: -10978096.000000 Penalty: 2863.990967
	Iteration 0F: 2 clusters Score -1.09781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -10912286.000000 Penalty: 5727.981934
	Iteration 0F: 3 clusters Score -1.091229e+07 nChanged 49167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -10940620.000000 Penalty: 5727.981934
	Iteration 1F: 3 clusters Score -1.094062e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -10942136.000000 Penalty: 5727.981934
	Iteration 2Q: 3 clusters Score -1.094214e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -10943915.000000 Penalty: 5727.981934
	Iteration 3Q: 3 clusters Score -1.094392e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -10946729.000000 Penalty: 5727.981934
	Iteration 4F: 3 clusters Score -1.094673e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -10950151.000000 Penalty: 5727.981934
	Iteration 5F: 3 clusters Score -1.095015e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -10954353.000000 Penalty: 5727.981934
	Iteration 6F: 3 clusters Score -1.095435e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -10958738.000000 Penalty: 5727.981934
	Iteration 7F: 3 clusters Score -1.095874e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -10962534.000000 Penalty: 5727.981934
	Iteration 8F: 3 clusters Score -1.096253e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -10965494.000000 Penalty: 5727.981934
	Iteration 9F: 3 clusters Score -1.096549e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -10967471.000000 Penalty: 5727.981934
	Iteration 10Q: 3 clusters Score -1.096747e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -10968390.000000 Penalty: 5727.981934
	Iteration 11Q: 3 clusters Score -1.096839e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -10969041.000000 Penalty: 5727.981934
	Iteration 12Q: 3 clusters Score -1.096904e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -10969526.000000 Penalty: 5727.981934
	Iteration 13Q: 3 clusters Score -1.096953e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -10970052.000000 Penalty: 5727.981934
	Iteration 14Q: 3 clusters Score -1.097005e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -10970621.000000 Penalty: 5727.981934
	Iteration 15Q: 3 clusters Score -1.097062e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -10971211.000000 Penalty: 5727.981934
	Iteration 16Q: 3 clusters Score -1.097121e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -10971764.000000 Penalty: 5727.981934
	Iteration 17Q: 3 clusters Score -1.097176e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -10972317.000000 Penalty: 5727.981934
	Iteration 18Q: 3 clusters Score -1.097232e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -10972941.000000 Penalty: 5727.981934
	Iteration 19Q: 3 clusters Score -1.097294e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -10973422.000000 Penalty: 5727.981934
	Iteration 20F: 3 clusters Score -1.097342e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -10973792.000000 Penalty: 5727.981934
	Iteration 21Q: 3 clusters Score -1.097379e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -10974166.000000 Penalty: 5727.981934
	Iteration 22Q: 3 clusters Score -1.097417e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -10974481.000000 Penalty: 5727.981934
	Iteration 23Q: 3 clusters Score -1.097448e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -10974706.000000 Penalty: 5727.981934
	Iteration 24Q: 3 clusters Score -1.097471e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -10974936.000000 Penalty: 5727.981934
	Iteration 25Q: 3 clusters Score -1.097494e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -10975033.000000 Penalty: 5727.981934
	Iteration 26Q: 3 clusters Score -1.097503e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -10975164.000000 Penalty: 5727.981934
	Iteration 27Q: 3 clusters Score -1.097516e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -10975261.000000 Penalty: 5727.981934
	Iteration 28Q: 3 clusters Score -1.097526e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -10975339.000000 Penalty: 5727.981934
	Iteration 29Q: 3 clusters Score -1.097534e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -10975363.000000 Penalty: 5727.981934
	Iteration 30Q: 3 clusters Score -1.097536e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -10975453.000000 Penalty: 5727.981934
	Iteration 31Q: 3 clusters Score -1.097545e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -10975479.000000 Penalty: 5727.981934
	Iteration 32Q: 3 clusters Score -1.097548e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -10975504.000000 Penalty: 5727.981934
	Iteration 33Q: 3 clusters Score -1.09755e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -10975555.000000 Penalty: 5727.981934
	Iteration 34Q: 3 clusters Score -1.097556e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 75032 members 
Entering Unmasked Estep 
Score: -10975588.000000 Penalty: 5727.981934
	Iteration 35Q: 3 clusters Score -1.097559e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -10975548.000000 Penalty: 5727.981934
	Iteration 36Q: 3 clusters Score -1.097555e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -10975605.000000 Penalty: 5727.981934
	Iteration 37Q: 3 clusters Score -1.09756e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -10975659.000000 Penalty: 5727.981934
	Iteration 38Q: 3 clusters Score -1.097566e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -10975662.000000 Penalty: 5727.981934
	Iteration 39Q: 3 clusters Score -1.097566e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -10975686.000000 Penalty: 5727.981934
	Iteration 40F: 3 clusters Score -1.097569e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -10975708.000000 Penalty: 5727.981934
	Iteration 41Q: 3 clusters Score -1.097571e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -10975676.000000 Penalty: 5727.981934
	Iteration 42Q: 3 clusters Score -1.097568e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -10975734.000000 Penalty: 5727.981934
	Iteration 43Q: 3 clusters Score -1.097573e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -10975725.000000 Penalty: 5727.981934
	Iteration 44Q: 3 clusters Score -1.097572e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -10975733.000000 Penalty: 5727.981934
	Iteration 45Q: 3 clusters Score -1.097573e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -10975818.000000 Penalty: 5727.981934
	Iteration 46Q: 3 clusters Score -1.097582e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -10975812.000000 Penalty: 5727.981934
	Iteration 47Q: 3 clusters Score -1.097581e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -10975849.000000 Penalty: 5727.981934
	Iteration 48Q: 3 clusters Score -1.097585e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10975841.000000 Penalty: 5727.981934
	Iteration 49Q: 3 clusters Score -1.097584e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -10975871.000000 Penalty: 5727.981934
	Iteration 50Q: 3 clusters Score -1.097587e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -10975901.000000 Penalty: 5727.981934
	Iteration 51Q: 3 clusters Score -1.09759e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -10975917.000000 Penalty: 5727.981934
	Iteration 52Q: 3 clusters Score -1.097592e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -10975912.000000 Penalty: 5727.981934
	Iteration 53Q: 3 clusters Score -1.097591e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 82554 members 
Entering Unmasked Estep 
Score: -10975901.000000 Penalty: 5727.981934
	Iteration 54Q: 3 clusters Score -1.09759e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -10975937.000000 Penalty: 5727.981934
	Iteration 55Q: 3 clusters Score -1.097594e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -10975938.000000 Penalty: 5727.981934
	Iteration 56Q: 3 clusters Score -1.097594e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -10975964.000000 Penalty: 5727.981934
	Iteration 57Q: 3 clusters Score -1.097596e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -10975989.000000 Penalty: 5727.981934
	Iteration 58Q: 3 clusters Score -1.097599e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -10976014.000000 Penalty: 5727.981934
	Iteration 59Q: 3 clusters Score -1.097601e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -10975994.000000 Penalty: 5727.981934
	Iteration 60F: 3 clusters Score -1.097599e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -10976018.000000 Penalty: 5727.981934
	Iteration 61Q: 3 clusters Score -1.097602e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -10976011.000000 Penalty: 5727.981934
	Iteration 62Q: 3 clusters Score -1.097601e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -10976046.000000 Penalty: 5727.981934
	Iteration 63Q: 3 clusters Score -1.097605e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -10976105.000000 Penalty: 5727.981934
	Iteration 64Q: 3 clusters Score -1.09761e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -10976120.000000 Penalty: 5727.981934
	Iteration 65Q: 3 clusters Score -1.097612e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -10976112.000000 Penalty: 5727.981934
	Iteration 66Q: 3 clusters Score -1.097611e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 85927 members 
Entering Unmasked Estep 
Score: -10976090.000000 Penalty: 5727.981934
	Iteration 67Q: 3 clusters Score -1.097609e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -10976071.000000 Penalty: 5727.981934
	Iteration 68Q: 3 clusters Score -1.097607e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -10976099.000000 Penalty: 5727.981934
	Iteration 69Q: 3 clusters Score -1.09761e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -10976159.000000 Penalty: 5727.981934
	Iteration 70Q: 3 clusters Score -1.097616e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -10976175.000000 Penalty: 5727.981934
	Iteration 71Q: 3 clusters Score -1.097618e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -10976172.000000 Penalty: 5727.981934
	Iteration 72Q: 3 clusters Score -1.097617e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -10976161.000000 Penalty: 5727.981934
	Iteration 73Q: 3 clusters Score -1.097616e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -10976168.000000 Penalty: 5727.981934
	Iteration 74Q: 3 clusters Score -1.097617e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -10976181.000000 Penalty: 5727.981934
	Iteration 75Q: 3 clusters Score -1.097618e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -10976185.000000 Penalty: 5727.981934
	Iteration 76Q: 3 clusters Score -1.097618e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 87824 members 
Entering Unmasked Estep 
Score: -10976220.000000 Penalty: 5727.981934
	Iteration 77Q: 3 clusters Score -1.097622e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -10976224.000000 Penalty: 5727.981934
	Iteration 78Q: 3 clusters Score -1.097622e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -10976241.000000 Penalty: 5727.981934
	Iteration 79Q: 3 clusters Score -1.097624e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -10976224.000000 Penalty: 5727.981934
	Iteration 80F: 3 clusters Score -1.097622e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -10976255.000000 Penalty: 5727.981934
	Iteration 81Q: 3 clusters Score -1.097626e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -10976253.000000 Penalty: 5727.981934
	Iteration 82Q: 3 clusters Score -1.097625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -10976237.000000 Penalty: 5727.981934
	Iteration 83Q: 3 clusters Score -1.097624e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -10976248.000000 Penalty: 5727.981934
	Iteration 84Q: 3 clusters Score -1.097625e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -10976247.000000 Penalty: 5727.981934
	Iteration 85Q: 3 clusters Score -1.097625e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -10976237.000000 Penalty: 5727.981934
	Iteration 86Q: 3 clusters Score -1.097624e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -10976239.000000 Penalty: 5727.981934
	Iteration 87Q: 3 clusters Score -1.097624e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -10976231.000000 Penalty: 5727.981934
	Iteration 88Q: 3 clusters Score -1.097623e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -10976208.000000 Penalty: 5727.981934
	Iteration 89Q: 3 clusters Score -1.097621e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -10976193.000000 Penalty: 5727.981934
	Iteration 90Q: 3 clusters Score -1.097619e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -10976202.000000 Penalty: 5727.981934
	Iteration 91Q: 3 clusters Score -1.09762e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -10976215.000000 Penalty: 5727.981934
	Iteration 92Q: 3 clusters Score -1.097622e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -10976185.000000 Penalty: 5727.981934
	Iteration 93Q: 3 clusters Score -1.097618e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -10976208.000000 Penalty: 5727.981934
	Iteration 94Q: 3 clusters Score -1.097621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -10976213.000000 Penalty: 5727.981934
	Iteration 95Q: 3 clusters Score -1.097621e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 90334 members 
Entering Unmasked Estep 
Score: -10976218.000000 Penalty: 5727.981934
	Iteration 96Q: 3 clusters Score -1.097622e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -10976226.000000 Penalty: 5727.981934
	Iteration 97Q: 3 clusters Score -1.097623e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -10976214.000000 Penalty: 5727.981934
	Iteration 98Q: 3 clusters Score -1.097621e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 90516 members 
Entering Unmasked Estep 
Score: -10976230.000000 Penalty: 5727.981934
	Iteration 99Q: 3 clusters Score -1.097623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -10976231.000000 Penalty: 5727.981934
	Iteration 100F: 3 clusters Score -1.097623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -10976225.000000 Penalty: 5727.981934
	Iteration 101Q: 3 clusters Score -1.097622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -10976246.000000 Penalty: 5727.981934
	Iteration 102Q: 3 clusters Score -1.097625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -10976239.000000 Penalty: 5727.981934
	Iteration 103Q: 3 clusters Score -1.097624e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10976234.000000 Penalty: 5727.981934
	Iteration 104Q: 3 clusters Score -1.097623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -10976235.000000 Penalty: 5727.981934
	Iteration 105Q: 3 clusters Score -1.097624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -10976242.000000 Penalty: 5727.981934
	Iteration 106Q: 3 clusters Score -1.097624e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -10976246.000000 Penalty: 5727.981934
	Iteration 107Q: 3 clusters Score -1.097625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -10976255.000000 Penalty: 5727.981934
	Iteration 108Q: 3 clusters Score -1.097626e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -10976242.000000 Penalty: 5727.981934
	Iteration 109Q: 3 clusters Score -1.097624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -10976243.000000 Penalty: 5727.981934
	Iteration 110Q: 3 clusters Score -1.097624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -10976214.000000 Penalty: 5727.981934
	Iteration 111Q: 3 clusters Score -1.097621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -10976231.000000 Penalty: 5727.981934
	Iteration 112Q: 3 clusters Score -1.097623e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -10976215.000000 Penalty: 5727.981934
	Iteration 113Q: 3 clusters Score -1.097622e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -10976222.000000 Penalty: 5727.981934
	Iteration 114Q: 3 clusters Score -1.097622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -10976196.000000 Penalty: 5727.981934
	Iteration 115Q: 3 clusters Score -1.09762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -10976191.000000 Penalty: 5727.981934
	Iteration 116Q: 3 clusters Score -1.097619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -10976192.000000 Penalty: 5727.981934
	Iteration 117Q: 3 clusters Score -1.097619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -10976183.000000 Penalty: 5727.981934
	Iteration 118Q: 3 clusters Score -1.097618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -10976195.000000 Penalty: 5727.981934
	Iteration 119Q: 3 clusters Score -1.09762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -10976197.000000 Penalty: 5727.981934
	Iteration 120F: 3 clusters Score -1.09762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -10976195.000000 Penalty: 5727.981934
	Iteration 121Q: 3 clusters Score -1.09762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 91577 members 
Entering Unmasked Estep 
Score: -10976179.000000 Penalty: 5727.981934
	Iteration 122Q: 3 clusters Score -1.097618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -10976188.000000 Penalty: 5727.981934
	Iteration 123Q: 3 clusters Score -1.097619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -10976186.000000 Penalty: 5727.981934
	Iteration 124Q: 3 clusters Score -1.097619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -10976198.000000 Penalty: 5727.981934
	Iteration 125Q: 3 clusters Score -1.09762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -10976168.000000 Penalty: 5727.981934
	Iteration 126Q: 3 clusters Score -1.097617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -10976147.000000 Penalty: 5727.981934
	Iteration 127Q: 3 clusters Score -1.097615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -10976154.000000 Penalty: 5727.981934
	Iteration 128Q: 3 clusters Score -1.097615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -10976148.000000 Penalty: 5727.981934
	Iteration 129Q: 3 clusters Score -1.097615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -10976153.000000 Penalty: 5727.981934
	Iteration 130Q: 3 clusters Score -1.097615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -10976140.000000 Penalty: 5727.981934
	Iteration 131Q: 3 clusters Score -1.097614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -10976137.000000 Penalty: 5727.981934
	Iteration 132Q: 3 clusters Score -1.097614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -10976151.000000 Penalty: 5727.981934
	Iteration 133Q: 3 clusters Score -1.097615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -10976146.000000 Penalty: 5727.981934
	Iteration 134Q: 3 clusters Score -1.097615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -10976146.000000 Penalty: 5727.981934
	Iteration 135Q: 3 clusters Score -1.097615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -10976145.000000 Penalty: 5727.981934
	Iteration 136Q: 3 clusters Score -1.097614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -10976127.000000 Penalty: 5727.981934
	Iteration 137Q: 3 clusters Score -1.097613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -10976144.000000 Penalty: 5727.981934
	Iteration 138Q: 3 clusters Score -1.097614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -10976133.000000 Penalty: 5727.981934
	Iteration 139Q: 3 clusters Score -1.097613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -10976113.000000 Penalty: 5727.981934
	Iteration 140F: 3 clusters Score -1.097611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -10976109.000000 Penalty: 5727.981934
	Iteration 141Q: 3 clusters Score -1.097611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -10976108.000000 Penalty: 5727.981934
	Iteration 142Q: 3 clusters Score -1.097611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -10976122.000000 Penalty: 5727.981934
	Iteration 143Q: 3 clusters Score -1.097612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -10976114.000000 Penalty: 5727.981934
	Iteration 144Q: 3 clusters Score -1.097611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -10976108.000000 Penalty: 5727.981934
	Iteration 145Q: 3 clusters Score -1.097611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -10976115.000000 Penalty: 5727.981934
	Iteration 146Q: 3 clusters Score -1.097612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -10976111.000000 Penalty: 5727.981934
	Iteration 147Q: 3 clusters Score -1.097611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -10976113.000000 Penalty: 5727.981934
	Iteration 148Q: 3 clusters Score -1.097611e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -10976127.000000 Penalty: 5727.981934
	Iteration 149Q: 3 clusters Score -1.097613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -10976112.000000 Penalty: 5727.981934
	Iteration 150Q: 3 clusters Score -1.097611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -10976112.000000 Penalty: 5727.981934
	Iteration 151Q: 3 clusters Score -1.097611e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -10976108.000000 Penalty: 5727.981934
	Iteration 152Q: 3 clusters Score -1.097611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -10976108.000000 Penalty: 5727.981934
	Iteration 153Q: 3 clusters Score -1.097611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -10976121.000000 Penalty: 5727.981934
	Iteration 154Q: 3 clusters Score -1.097612e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -10976119.000000 Penalty: 5727.981934
	Iteration 155Q: 3 clusters Score -1.097612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -10976114.000000 Penalty: 5727.981934
	Iteration 156Q: 3 clusters Score -1.097611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -10976113.000000 Penalty: 5727.981934
	Iteration 157Q: 3 clusters Score -1.097611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -10976133.000000 Penalty: 5727.981934
	Iteration 158Q: 3 clusters Score -1.097613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -10976139.000000 Penalty: 5727.981934
	Iteration 159Q: 3 clusters Score -1.097614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -10976116.000000 Penalty: 5727.981934
	Iteration 160F: 3 clusters Score -1.097612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -10976111.000000 Penalty: 5727.981934
	Iteration 161Q: 3 clusters Score -1.097611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -10976117.000000 Penalty: 5727.981934
	Iteration 162Q: 3 clusters Score -1.097612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -10976117.000000 Penalty: 5727.981934
	Iteration 163Q: 3 clusters Score -1.097612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -10976106.000000 Penalty: 5727.981934
	Iteration 164Q: 3 clusters Score -1.097611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -10976119.000000 Penalty: 5727.981934
	Iteration 165Q: 3 clusters Score -1.097612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -10976106.000000 Penalty: 5727.981934
	Iteration 166Q: 3 clusters Score -1.097611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -10976111.000000 Penalty: 5727.981934
	Iteration 167Q: 3 clusters Score -1.097611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -10976097.000000 Penalty: 5727.981934
	Iteration 168Q: 3 clusters Score -1.09761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -10976095.000000 Penalty: 5727.981934
	Iteration 169Q: 3 clusters Score -1.09761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -10976094.000000 Penalty: 5727.981934
	Iteration 170Q: 3 clusters Score -1.097609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -10976089.000000 Penalty: 5727.981934
	Iteration 171Q: 3 clusters Score -1.097609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -10976094.000000 Penalty: 5727.981934
	Iteration 172Q: 3 clusters Score -1.097609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -10976093.000000 Penalty: 5727.981934
	Iteration 173Q: 3 clusters Score -1.097609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -10976093.000000 Penalty: 5727.981934
	Iteration 174Q: 3 clusters Score -1.097609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -10976091.000000 Penalty: 5727.981934
	Iteration 175Q: 3 clusters Score -1.097609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -10976094.000000 Penalty: 5727.981934
	Iteration 176Q: 3 clusters Score -1.097609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -10976098.000000 Penalty: 5727.981934
	Iteration 177Q: 3 clusters Score -1.09761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -10976076.000000 Penalty: 5727.981934
	Iteration 178Q: 3 clusters Score -1.097608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -10976085.000000 Penalty: 5727.981934
	Iteration 179Q: 3 clusters Score -1.097608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -10976086.000000 Penalty: 5727.981934
	Iteration 180F: 3 clusters Score -1.097609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -10976117.000000 Penalty: 5727.981934
	Iteration 181Q: 3 clusters Score -1.097612e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -10976125.000000 Penalty: 5727.981934
	Iteration 182Q: 3 clusters Score -1.097612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -10976118.000000 Penalty: 5727.981934
	Iteration 183Q: 3 clusters Score -1.097612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -10976130.000000 Penalty: 5727.981934
	Iteration 184Q: 3 clusters Score -1.097613e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -10976141.000000 Penalty: 5727.981934
	Iteration 185Q: 3 clusters Score -1.097614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -10976137.000000 Penalty: 5727.981934
	Iteration 186Q: 3 clusters Score -1.097614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -10976130.000000 Penalty: 5727.981934
	Iteration 187Q: 3 clusters Score -1.097613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -10976118.000000 Penalty: 5727.981934
	Iteration 188Q: 3 clusters Score -1.097612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -10976129.000000 Penalty: 5727.981934
	Iteration 189Q: 3 clusters Score -1.097613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -10976131.000000 Penalty: 5727.981934
	Iteration 190Q: 3 clusters Score -1.097613e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -10976165.000000 Penalty: 5727.981934
	Iteration 191Q: 3 clusters Score -1.097616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -10976161.000000 Penalty: 5727.981934
	Iteration 192Q: 3 clusters Score -1.097616e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -10976170.000000 Penalty: 5727.981934
	Iteration 193Q: 3 clusters Score -1.097617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -10976183.000000 Penalty: 5727.981934
	Iteration 194Q: 3 clusters Score -1.097618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -10976176.000000 Penalty: 5727.981934
	Iteration 195Q: 3 clusters Score -1.097618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -10976210.000000 Penalty: 5727.981934
	Iteration 196Q: 3 clusters Score -1.097621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -10976202.000000 Penalty: 5727.981934
	Iteration 197Q: 3 clusters Score -1.09762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -10976198.000000 Penalty: 5727.981934
	Iteration 198Q: 3 clusters Score -1.09762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -10976199.000000 Penalty: 5727.981934
	Iteration 199Q: 3 clusters Score -1.09762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -10976210.000000 Penalty: 5727.981934
	Iteration 200F: 3 clusters Score -1.097621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -10976212.000000 Penalty: 5727.981934
	Iteration 201Q: 3 clusters Score -1.097621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 94079 members 
Entering Unmasked Estep 
Score: -10976213.000000 Penalty: 5727.981934
	Iteration 202Q: 3 clusters Score -1.097621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -10976208.000000 Penalty: 5727.981934
	Iteration 203Q: 3 clusters Score -1.097621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -10976214.000000 Penalty: 5727.981934
	Iteration 204Q: 3 clusters Score -1.097621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -10976219.000000 Penalty: 5727.981934
	Iteration 205Q: 3 clusters Score -1.097622e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -10976225.000000 Penalty: 5727.981934
	Iteration 206Q: 3 clusters Score -1.097622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -10976229.000000 Penalty: 5727.981934
	Iteration 207Q: 3 clusters Score -1.097623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -10976233.000000 Penalty: 5727.981934
	Iteration 208Q: 3 clusters Score -1.097623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -10976255.000000 Penalty: 5727.981934
	Iteration 209Q: 3 clusters Score -1.097626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 94291 members 
Entering Unmasked Estep 
Score: -10976258.000000 Penalty: 5727.981934
	Iteration 210Q: 3 clusters Score -1.097626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -10976240.000000 Penalty: 5727.981934
	Iteration 211Q: 3 clusters Score -1.097624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -10976239.000000 Penalty: 5727.981934
	Iteration 212Q: 3 clusters Score -1.097624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -10976236.000000 Penalty: 5727.981934
	Iteration 213Q: 3 clusters Score -1.097624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 94376 members 
Entering Unmasked Estep 
Score: -10976233.000000 Penalty: 5727.981934
	Iteration 214Q: 3 clusters Score -1.097623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -10976229.000000 Penalty: 5727.981934
	Iteration 215Q: 3 clusters Score -1.097623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -10976235.000000 Penalty: 5727.981934
	Iteration 216Q: 3 clusters Score -1.097624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -10976231.000000 Penalty: 5727.981934
	Iteration 217Q: 3 clusters Score -1.097623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -10976237.000000 Penalty: 5727.981934
	Iteration 218Q: 3 clusters Score -1.097624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 94483 members 
Entering Unmasked Estep 
Score: -10976250.000000 Penalty: 5727.981934
	Iteration 219Q: 3 clusters Score -1.097625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -10976250.000000 Penalty: 5727.981934
	Iteration 220F: 3 clusters Score -1.097625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -10976239.000000 Penalty: 5727.981934
	Iteration 221Q: 3 clusters Score -1.097624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -10976227.000000 Penalty: 5727.981934
	Iteration 222Q: 3 clusters Score -1.097623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -10976219.000000 Penalty: 5727.981934
	Iteration 223Q: 3 clusters Score -1.097622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -10976202.000000 Penalty: 5727.981934
	Iteration 224Q: 3 clusters Score -1.09762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -10976211.000000 Penalty: 5727.981934
	Iteration 225Q: 3 clusters Score -1.097621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -10976220.000000 Penalty: 5727.981934
	Iteration 226Q: 3 clusters Score -1.097622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -10976225.000000 Penalty: 5727.981934
	Iteration 227Q: 3 clusters Score -1.097622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -10976212.000000 Penalty: 5727.981934
	Iteration 228Q: 3 clusters Score -1.097621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -10976199.000000 Penalty: 5727.981934
	Iteration 229Q: 3 clusters Score -1.09762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -10976213.000000 Penalty: 5727.981934
	Iteration 230Q: 3 clusters Score -1.097621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -10976217.000000 Penalty: 5727.981934
	Iteration 231Q: 3 clusters Score -1.097622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -10976222.000000 Penalty: 5727.981934
	Iteration 232Q: 3 clusters Score -1.097622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -10976230.000000 Penalty: 5727.981934
	Iteration 233Q: 3 clusters Score -1.097623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -10976225.000000 Penalty: 5727.981934
	Iteration 234Q: 3 clusters Score -1.097622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -10976226.000000 Penalty: 5727.981934
	Iteration 235Q: 3 clusters Score -1.097623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -10976217.000000 Penalty: 5727.981934
	Iteration 236Q: 3 clusters Score -1.097622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -10976217.000000 Penalty: 5727.981934
	Iteration 237Q: 3 clusters Score -1.097622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -10976209.000000 Penalty: 5727.981934
	Iteration 238Q: 3 clusters Score -1.097621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -10976217.000000 Penalty: 5727.981934
	Iteration 239Q: 3 clusters Score -1.097622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -10976224.000000 Penalty: 5727.981934
	Iteration 240F: 3 clusters Score -1.097622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -10976211.000000 Penalty: 5727.981934
	Iteration 241Q: 3 clusters Score -1.097621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -10976208.000000 Penalty: 5727.981934
	Iteration 242Q: 3 clusters Score -1.097621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -10976210.000000 Penalty: 5727.981934
	Iteration 243Q: 3 clusters Score -1.097621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -10976212.000000 Penalty: 5727.981934
	Iteration 244Q: 3 clusters Score -1.097621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -10976211.000000 Penalty: 5727.981934
	Iteration 245Q: 3 clusters Score -1.097621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -10976209.000000 Penalty: 5727.981934
	Iteration 246Q: 3 clusters Score -1.097621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -10976222.000000 Penalty: 5727.981934
	Iteration 247Q: 3 clusters Score -1.097622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -10976211.000000 Penalty: 5727.981934
	Iteration 248Q: 3 clusters Score -1.097621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -10976214.000000 Penalty: 5727.981934
	Iteration 249Q: 3 clusters Score -1.097621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -10976220.000000 Penalty: 5727.981934
	Iteration 250Q: 3 clusters Score -1.097622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -10976226.000000 Penalty: 5727.981934
	Iteration 251Q: 3 clusters Score -1.097623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -10976209.000000 Penalty: 5727.981934
	Iteration 252Q: 3 clusters Score -1.097621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -10976205.000000 Penalty: 5727.981934
	Iteration 253Q: 3 clusters Score -1.09762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -10976203.000000 Penalty: 5727.981934
	Iteration 254Q: 3 clusters Score -1.09762e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -10976207.000000 Penalty: 5727.981934
	Iteration 255Q: 3 clusters Score -1.097621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -10976196.000000 Penalty: 5727.981934
	Iteration 256Q: 3 clusters Score -1.09762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -10976193.000000 Penalty: 5727.981934
	Iteration 257Q: 3 clusters Score -1.097619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -10976193.000000 Penalty: 5727.981934
	Iteration 258Q: 3 clusters Score -1.097619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -10976178.000000 Penalty: 5727.981934
	Iteration 259Q: 3 clusters Score -1.097618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -10976182.000000 Penalty: 5727.981934
	Iteration 260F: 3 clusters Score -1.097618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -10976210.000000 Penalty: 5727.981934
	Iteration 261Q: 3 clusters Score -1.097621e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 95516 members 
Entering Unmasked Estep 
Score: -10976222.000000 Penalty: 5727.981934
	Iteration 262Q: 3 clusters Score -1.097622e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 263Q: 3 clusters Score -1.097623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 264Q: 3 clusters Score -1.097623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -10976243.000000 Penalty: 5727.981934
	Iteration 265Q: 3 clusters Score -1.097624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -10976250.000000 Penalty: 5727.981934
	Iteration 266Q: 3 clusters Score -1.097625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -10976266.000000 Penalty: 5727.981934
	Iteration 267Q: 3 clusters Score -1.097627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -10976263.000000 Penalty: 5727.981934
	Iteration 268Q: 3 clusters Score -1.097626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -10976274.000000 Penalty: 5727.981934
	Iteration 269Q: 3 clusters Score -1.097627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -10976272.000000 Penalty: 5727.981934
	Iteration 270Q: 3 clusters Score -1.097627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -10976264.000000 Penalty: 5727.981934
	Iteration 271Q: 3 clusters Score -1.097626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -10976272.000000 Penalty: 5727.981934
	Iteration 272Q: 3 clusters Score -1.097627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -10976265.000000 Penalty: 5727.981934
	Iteration 273Q: 3 clusters Score -1.097626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 95888 members 
Entering Unmasked Estep 
Score: -10976277.000000 Penalty: 5727.981934
	Iteration 274Q: 3 clusters Score -1.097628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10976262.000000 Penalty: 5727.981934
	Iteration 275Q: 3 clusters Score -1.097626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -10976249.000000 Penalty: 5727.981934
	Iteration 276Q: 3 clusters Score -1.097625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 95947 members 
Entering Unmasked Estep 
Score: -10976265.000000 Penalty: 5727.981934
	Iteration 277Q: 3 clusters Score -1.097626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -10976263.000000 Penalty: 5727.981934
	Iteration 278Q: 3 clusters Score -1.097626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -10976253.000000 Penalty: 5727.981934
	Iteration 279Q: 3 clusters Score -1.097625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -10976261.000000 Penalty: 5727.981934
	Iteration 280F: 3 clusters Score -1.097626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -10976256.000000 Penalty: 5727.981934
	Iteration 281Q: 3 clusters Score -1.097626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -10976253.000000 Penalty: 5727.981934
	Iteration 282Q: 3 clusters Score -1.097625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -10976264.000000 Penalty: 5727.981934
	Iteration 283Q: 3 clusters Score -1.097626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -10976257.000000 Penalty: 5727.981934
	Iteration 284Q: 3 clusters Score -1.097626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -10976254.000000 Penalty: 5727.981934
	Iteration 285Q: 3 clusters Score -1.097625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -10976264.000000 Penalty: 5727.981934
	Iteration 286Q: 3 clusters Score -1.097626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 96068 members 
Entering Unmasked Estep 
Score: -10976251.000000 Penalty: 5727.981934
	Iteration 287Q: 3 clusters Score -1.097625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -10976260.000000 Penalty: 5727.981934
	Iteration 288Q: 3 clusters Score -1.097626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -10976249.000000 Penalty: 5727.981934
	Iteration 289Q: 3 clusters Score -1.097625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -10976261.000000 Penalty: 5727.981934
	Iteration 290Q: 3 clusters Score -1.097626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -10976252.000000 Penalty: 5727.981934
	Iteration 291Q: 3 clusters Score -1.097625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -10976250.000000 Penalty: 5727.981934
	Iteration 292Q: 3 clusters Score -1.097625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -10976259.000000 Penalty: 5727.981934
	Iteration 293Q: 3 clusters Score -1.097626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -10976252.000000 Penalty: 5727.981934
	Iteration 294Q: 3 clusters Score -1.097625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -10976252.000000 Penalty: 5727.981934
	Iteration 295Q: 3 clusters Score -1.097625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -10976249.000000 Penalty: 5727.981934
	Iteration 296Q: 3 clusters Score -1.097625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -10976242.000000 Penalty: 5727.981934
	Iteration 297Q: 3 clusters Score -1.097624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -10976235.000000 Penalty: 5727.981934
	Iteration 298Q: 3 clusters Score -1.097624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -10976248.000000 Penalty: 5727.981934
	Iteration 299Q: 3 clusters Score -1.097625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -10976259.000000 Penalty: 5727.981934
	Iteration 300F: 3 clusters Score -1.097626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -10976261.000000 Penalty: 5727.981934
	Iteration 301Q: 3 clusters Score -1.097626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -10976252.000000 Penalty: 5727.981934
	Iteration 302Q: 3 clusters Score -1.097625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -10976253.000000 Penalty: 5727.981934
	Iteration 303Q: 3 clusters Score -1.097625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -10976241.000000 Penalty: 5727.981934
	Iteration 304Q: 3 clusters Score -1.097624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -10976236.000000 Penalty: 5727.981934
	Iteration 305Q: 3 clusters Score -1.097624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -10976234.000000 Penalty: 5727.981934
	Iteration 306Q: 3 clusters Score -1.097623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -10976249.000000 Penalty: 5727.981934
	Iteration 307Q: 3 clusters Score -1.097625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -10976237.000000 Penalty: 5727.981934
	Iteration 308Q: 3 clusters Score -1.097624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -10976241.000000 Penalty: 5727.981934
	Iteration 309Q: 3 clusters Score -1.097624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -10976253.000000 Penalty: 5727.981934
	Iteration 310Q: 3 clusters Score -1.097625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -10976242.000000 Penalty: 5727.981934
	Iteration 311Q: 3 clusters Score -1.097624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -10976238.000000 Penalty: 5727.981934
	Iteration 312Q: 3 clusters Score -1.097624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -10976233.000000 Penalty: 5727.981934
	Iteration 313Q: 3 clusters Score -1.097623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 314Q: 3 clusters Score -1.097623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 315Q: 3 clusters Score -1.097623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -10976236.000000 Penalty: 5727.981934
	Iteration 316Q: 3 clusters Score -1.097624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -10976230.000000 Penalty: 5727.981934
	Iteration 317Q: 3 clusters Score -1.097623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -10976224.000000 Penalty: 5727.981934
	Iteration 318Q: 3 clusters Score -1.097622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -10976223.000000 Penalty: 5727.981934
	Iteration 319Q: 3 clusters Score -1.097622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -10976217.000000 Penalty: 5727.981934
	Iteration 320F: 3 clusters Score -1.097622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -10976217.000000 Penalty: 5727.981934
	Iteration 321Q: 3 clusters Score -1.097622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -10976228.000000 Penalty: 5727.981934
	Iteration 322Q: 3 clusters Score -1.097623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -10976227.000000 Penalty: 5727.981934
	Iteration 323Q: 3 clusters Score -1.097623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 324Q: 3 clusters Score -1.097623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 325Q: 3 clusters Score -1.097623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -10976232.000000 Penalty: 5727.981934
	Iteration 326F: 3 clusters Score -1.097623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -900569.250000 Penalty: 2320.458984
	Iteration 0F: 2 clusters Score -900569.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -891846.812500 Penalty: 4640.917969
	Iteration 0F: 3 clusters Score -891846.8 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -894594.250000 Penalty: 4640.917969
	Iteration 1F: 3 clusters Score -894594.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -895035.000000 Penalty: 4640.917969
	Iteration 2F: 3 clusters Score -895035 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -895460.312500 Penalty: 4640.917969
	Iteration 3F: 3 clusters Score -895460.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -895857.000000 Penalty: 4640.917969
	Iteration 4F: 3 clusters Score -895857 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -896263.750000 Penalty: 4640.917969
	Iteration 5F: 3 clusters Score -896263.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -896642.812500 Penalty: 4640.917969
	Iteration 6F: 3 clusters Score -896642.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -896949.562500 Penalty: 4640.917969
	Iteration 7Q: 3 clusters Score -896949.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -897178.937500 Penalty: 4640.917969
	Iteration 8Q: 3 clusters Score -897178.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -897340.937500 Penalty: 4640.917969
	Iteration 9Q: 3 clusters Score -897340.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -897480.937500 Penalty: 4640.917969
	Iteration 10Q: 3 clusters Score -897480.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -897582.250000 Penalty: 4640.917969
	Iteration 11Q: 3 clusters Score -897582.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -897662.875000 Penalty: 4640.917969
	Iteration 12Q: 3 clusters Score -897662.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -897714.812500 Penalty: 4640.917969
	Iteration 13Q: 3 clusters Score -897714.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -897778.375000 Penalty: 4640.917969
	Iteration 14Q: 3 clusters Score -897778.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -897826.437500 Penalty: 4640.917969
	Iteration 15Q: 3 clusters Score -897826.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -897874.125000 Penalty: 4640.917969
	Iteration 16Q: 3 clusters Score -897874.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -897912.562500 Penalty: 4640.917969
	Iteration 17Q: 3 clusters Score -897912.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -897965.625000 Penalty: 4640.917969
	Iteration 18Q: 3 clusters Score -897965.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -898019.625000 Penalty: 4640.917969
	Iteration 19Q: 3 clusters Score -898019.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -898073.812500 Penalty: 4640.917969
	Iteration 20F: 3 clusters Score -898073.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -898129.250000 Penalty: 4640.917969
	Iteration 21Q: 3 clusters Score -898129.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -898192.437500 Penalty: 4640.917969
	Iteration 22Q: 3 clusters Score -898192.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -898240.187500 Penalty: 4640.917969
	Iteration 23Q: 3 clusters Score -898240.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -898285.125000 Penalty: 4640.917969
	Iteration 24Q: 3 clusters Score -898285.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -898339.187500 Penalty: 4640.917969
	Iteration 25Q: 3 clusters Score -898339.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -898397.375000 Penalty: 4640.917969
	Iteration 26Q: 3 clusters Score -898397.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -898450.562500 Penalty: 4640.917969
	Iteration 27Q: 3 clusters Score -898450.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -898503.187500 Penalty: 4640.917969
	Iteration 28Q: 3 clusters Score -898503.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -898548.875000 Penalty: 4640.917969
	Iteration 29Q: 3 clusters Score -898548.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -898598.875000 Penalty: 4640.917969
	Iteration 30Q: 3 clusters Score -898598.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -898634.437500 Penalty: 4640.917969
	Iteration 31Q: 3 clusters Score -898634.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -898668.562500 Penalty: 4640.917969
	Iteration 32Q: 3 clusters Score -898668.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -898703.250000 Penalty: 4640.917969
	Iteration 33Q: 3 clusters Score -898703.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -898727.312500 Penalty: 4640.917969
	Iteration 34Q: 3 clusters Score -898727.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -898755.812500 Penalty: 4640.917969
	Iteration 35Q: 3 clusters Score -898755.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -898773.187500 Penalty: 4640.917969
	Iteration 36Q: 3 clusters Score -898773.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -898785.937500 Penalty: 4640.917969
	Iteration 37Q: 3 clusters Score -898785.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -898800.937500 Penalty: 4640.917969
	Iteration 38Q: 3 clusters Score -898800.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -898806.437500 Penalty: 4640.917969
	Iteration 39Q: 3 clusters Score -898806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -898813.500000 Penalty: 4640.917969
	Iteration 40F: 3 clusters Score -898813.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -898820.250000 Penalty: 4640.917969
	Iteration 41Q: 3 clusters Score -898820.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -898824.062500 Penalty: 4640.917969
	Iteration 42Q: 3 clusters Score -898824.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -898832.812500 Penalty: 4640.917969
	Iteration 43Q: 3 clusters Score -898832.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -898840.500000 Penalty: 4640.917969
	Iteration 44Q: 3 clusters Score -898840.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -898849.500000 Penalty: 4640.917969
	Iteration 45Q: 3 clusters Score -898849.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -898857.375000 Penalty: 4640.917969
	Iteration 46Q: 3 clusters Score -898857.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -898861.000000 Penalty: 4640.917969
	Iteration 47Q: 3 clusters Score -898861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -898868.312500 Penalty: 4640.917969
	Iteration 48Q: 3 clusters Score -898868.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -898872.125000 Penalty: 4640.917969
	Iteration 49Q: 3 clusters Score -898872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -898878.125000 Penalty: 4640.917969
	Iteration 50Q: 3 clusters Score -898878.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -898878.750000 Penalty: 4640.917969
	Iteration 51Q: 3 clusters Score -898878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -898878.125000 Penalty: 4640.917969
	Iteration 52Q: 3 clusters Score -898878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -898880.250000 Penalty: 4640.917969
	Iteration 53Q: 3 clusters Score -898880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -898884.500000 Penalty: 4640.917969
	Iteration 54Q: 3 clusters Score -898884.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -898884.687500 Penalty: 4640.917969
	Iteration 55Q: 3 clusters Score -898884.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -898886.437500 Penalty: 4640.917969
	Iteration 56Q: 3 clusters Score -898886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -898886.187500 Penalty: 4640.917969
	Iteration 57Q: 3 clusters Score -898886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -898888.250000 Penalty: 4640.917969
	Iteration 58Q: 3 clusters Score -898888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -898890.000000 Penalty: 4640.917969
	Iteration 59Q: 3 clusters Score -898890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -898888.875000 Penalty: 4640.917969
	Iteration 60F: 3 clusters Score -898888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -492199.312500 Penalty: 2173.756348
	Iteration 0F: 2 clusters Score -492199.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -486773.375000 Penalty: 4347.512695
	Iteration 0F: 3 clusters Score -486773.4 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -488251.750000 Penalty: 4347.512695
	Iteration 1F: 3 clusters Score -488251.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -488736.437500 Penalty: 4347.512695
	Iteration 2F: 3 clusters Score -488736.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -489237.312500 Penalty: 4347.512695
	Iteration 3F: 3 clusters Score -489237.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -489695.906250 Penalty: 4347.512695
	Iteration 4F: 3 clusters Score -489695.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -490093.250000 Penalty: 4347.512695
	Iteration 5F: 3 clusters Score -490093.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -490375.531250 Penalty: 4347.512695
	Iteration 6F: 3 clusters Score -490375.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -490588.375000 Penalty: 4347.512695
	Iteration 7Q: 3 clusters Score -490588.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -490744.687500 Penalty: 4347.512695
	Iteration 8Q: 3 clusters Score -490744.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -490872.281250 Penalty: 4347.512695
	Iteration 9Q: 3 clusters Score -490872.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -491019.718750 Penalty: 4347.512695
	Iteration 10Q: 3 clusters Score -491019.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -491200.500000 Penalty: 4347.512695
	Iteration 11Q: 3 clusters Score -491200.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -491485.031250 Penalty: 4347.512695
	Iteration 12Q: 3 clusters Score -491485 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -491907.468750 Penalty: 4347.512695
	Iteration 13Q: 3 clusters Score -491907.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -492278.875000 Penalty: 4347.512695
	Iteration 14Q: 3 clusters Score -492278.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -492504.281250 Penalty: 4347.512695
	Iteration 15Q: 3 clusters Score -492504.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -492689.937500 Penalty: 4347.512695
	Iteration 16Q: 3 clusters Score -492689.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -492816.218750 Penalty: 4347.512695
	Iteration 17Q: 3 clusters Score -492816.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -492905.468750 Penalty: 4347.512695
	Iteration 18Q: 3 clusters Score -492905.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -492974.062500 Penalty: 4347.512695
	Iteration 19Q: 3 clusters Score -492974.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -493017.312500 Penalty: 4347.512695
	Iteration 20F: 3 clusters Score -493017.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -493047.312500 Penalty: 4347.512695
	Iteration 21Q: 3 clusters Score -493047.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -493060.968750 Penalty: 4347.512695
	Iteration 22Q: 3 clusters Score -493061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -493069.875000 Penalty: 4347.512695
	Iteration 23Q: 3 clusters Score -493069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -493074.218750 Penalty: 4347.512695
	Iteration 24Q: 3 clusters Score -493074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -493078.156250 Penalty: 4347.512695
	Iteration 25Q: 3 clusters Score -493078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -493080.687500 Penalty: 4347.512695
	Iteration 26Q: 3 clusters Score -493080.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -493084.218750 Penalty: 4347.512695
	Iteration 27Q: 3 clusters Score -493084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -493085.406250 Penalty: 4347.512695
	Iteration 28Q: 3 clusters Score -493085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -493089.781250 Penalty: 4347.512695
	Iteration 29Q: 3 clusters Score -493089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -493094.593750 Penalty: 4347.512695
	Iteration 30Q: 3 clusters Score -493094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -493095.843750 Penalty: 4347.512695
	Iteration 31Q: 3 clusters Score -493095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -493097.812500 Penalty: 4347.512695
	Iteration 32Q: 3 clusters Score -493097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -493098.156250 Penalty: 4347.512695
	Iteration 33Q: 3 clusters Score -493098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -493098.437500 Penalty: 4347.512695
	Iteration 34Q: 3 clusters Score -493098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -493098.281250 Penalty: 4347.512695
	Iteration 35Q: 3 clusters Score -493098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -493099.312500 Penalty: 4347.512695
	Iteration 36Q: 3 clusters Score -493099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -493101.031250 Penalty: 4347.512695
	Iteration 37Q: 3 clusters Score -493101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -493100.812500 Penalty: 4347.512695
	Iteration 38Q: 3 clusters Score -493100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -493100.812500 Penalty: 4347.512695
	Iteration 39F: 3 clusters Score -493100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162273 members 
Mstep: Class 8 contains 18352 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23817 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 138579 members 
Mstep: Class 16 contains 12071 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 103606 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 51396 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 17203 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20349 members 
Mstep: Class 32 contains 135330 members 
Mstep: Class 33 contains 122286 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76432 members 
Mstep: Class 37 contains 38409 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34761 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2758 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 129927 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5840 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3212 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1922 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 5373 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 111264 members 
Mstep: Class 61 contains 16052 members 
Mstep: Class 62 contains 102312 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6608 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4040 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1200 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1317 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 968 members 
Mstep: Class 74 contains 2759 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 4233 members 
Entering Unmasked Estep 
Score: -150793712.000000 Penalty: 271255.531250
Splitting cluster 21 changes total score from -150794320.000000 to -150793712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Entering Unmasked Estep 
Score: -4193273.750000 Penalty: 2690.134277
	Iteration 0F: 2 clusters Score -4193274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4158628.000000 Penalty: 5380.268555
	Iteration 0F: 3 clusters Score -4158628 nChanged 23705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4172291.250000 Penalty: 5380.268555
	Iteration 1F: 3 clusters Score -4172291 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4173433.000000 Penalty: 5380.268555
	Iteration 2Q: 3 clusters Score -4173433 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4174769.500000 Penalty: 5380.268555
	Iteration 3F: 3 clusters Score -4174770 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4176520.000000 Penalty: 5380.268555
	Iteration 4F: 3 clusters Score -4176520 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4178392.000000 Penalty: 5380.268555
	Iteration 5F: 3 clusters Score -4178392 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4180102.000000 Penalty: 5380.268555
	Iteration 6F: 3 clusters Score -4180102 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4181414.250000 Penalty: 5380.268555
	Iteration 7F: 3 clusters Score -4181414 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4182257.750000 Penalty: 5380.268555
	Iteration 8Q: 3 clusters Score -4182258 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4182725.750000 Penalty: 5380.268555
	Iteration 9Q: 3 clusters Score -4182726 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4183055.000000 Penalty: 5380.268555
	Iteration 10Q: 3 clusters Score -4183055 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4183255.000000 Penalty: 5380.268555
	Iteration 11Q: 3 clusters Score -4183255 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -4183373.500000 Penalty: 5380.268555
	Iteration 12Q: 3 clusters Score -4183374 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4183467.000000 Penalty: 5380.268555
	Iteration 13Q: 3 clusters Score -4183467 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4183517.000000 Penalty: 5380.268555
	Iteration 14Q: 3 clusters Score -4183517 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4183553.250000 Penalty: 5380.268555
	Iteration 15Q: 3 clusters Score -4183553 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4183559.000000 Penalty: 5380.268555
	Iteration 16Q: 3 clusters Score -4183559 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -4183583.500000 Penalty: 5380.268555
	Iteration 17Q: 3 clusters Score -4183584 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4183583.250000 Penalty: 5380.268555
	Iteration 18Q: 3 clusters Score -4183583 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4183611.250000 Penalty: 5380.268555
	Iteration 19Q: 3 clusters Score -4183611 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4183613.000000 Penalty: 5380.268555
	Iteration 20F: 3 clusters Score -4183613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4183631.250000 Penalty: 5380.268555
	Iteration 21Q: 3 clusters Score -4183631 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4183651.250000 Penalty: 5380.268555
	Iteration 22Q: 3 clusters Score -4183651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4183665.000000 Penalty: 5380.268555
	Iteration 23Q: 3 clusters Score -4183665 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4183668.500000 Penalty: 5380.268555
	Iteration 24Q: 3 clusters Score -4183668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4183672.250000 Penalty: 5380.268555
	Iteration 25Q: 3 clusters Score -4183672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4183688.500000 Penalty: 5380.268555
	Iteration 26Q: 3 clusters Score -4183688 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4183695.250000 Penalty: 5380.268555
	Iteration 27Q: 3 clusters Score -4183695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4183691.250000 Penalty: 5380.268555
	Iteration 28Q: 3 clusters Score -4183691 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -4183704.750000 Penalty: 5380.268555
	Iteration 29Q: 3 clusters Score -4183705 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4183721.750000 Penalty: 5380.268555
	Iteration 30Q: 3 clusters Score -4183722 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4183724.750000 Penalty: 5380.268555
	Iteration 31Q: 3 clusters Score -4183725 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4183737.750000 Penalty: 5380.268555
	Iteration 32Q: 3 clusters Score -4183738 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4183789.750000 Penalty: 5380.268555
	Iteration 33Q: 3 clusters Score -4183790 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -4183805.500000 Penalty: 5380.268555
	Iteration 34Q: 3 clusters Score -4183806 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4183815.500000 Penalty: 5380.268555
	Iteration 35Q: 3 clusters Score -4183816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4183826.000000 Penalty: 5380.268555
	Iteration 36Q: 3 clusters Score -4183826 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4183865.750000 Penalty: 5380.268555
	Iteration 37Q: 3 clusters Score -4183866 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -4183913.500000 Penalty: 5380.268555
	Iteration 38Q: 3 clusters Score -4183914 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4183959.750000 Penalty: 5380.268555
	Iteration 39Q: 3 clusters Score -4183960 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4184006.750000 Penalty: 5380.268555
	Iteration 40F: 3 clusters Score -4184007 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4184037.250000 Penalty: 5380.268555
	Iteration 41Q: 3 clusters Score -4184037 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -4184117.750000 Penalty: 5380.268555
	Iteration 42Q: 3 clusters Score -4184118 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4184234.500000 Penalty: 5380.268555
	Iteration 43Q: 3 clusters Score -4184234 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4184345.750000 Penalty: 5380.268555
	Iteration 44Q: 3 clusters Score -4184346 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4184548.750000 Penalty: 5380.268555
	Iteration 45Q: 3 clusters Score -4184549 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4184715.500000 Penalty: 5380.268555
	Iteration 46Q: 3 clusters Score -4184716 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4184964.000000 Penalty: 5380.268555
	Iteration 47Q: 3 clusters Score -4184964 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4185222.750000 Penalty: 5380.268555
	Iteration 48Q: 3 clusters Score -4185223 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4185584.000000 Penalty: 5380.268555
	Iteration 49Q: 3 clusters Score -4185584 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4185988.500000 Penalty: 5380.268555
	Iteration 50Q: 3 clusters Score -4185988 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4186442.500000 Penalty: 5380.268555
	Iteration 51Q: 3 clusters Score -4186442 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4186901.250000 Penalty: 5380.268555
	Iteration 52Q: 3 clusters Score -4186901 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -4187367.500000 Penalty: 5380.268555
	Iteration 53Q: 3 clusters Score -4187368 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4187877.000000 Penalty: 5380.268555
	Iteration 54Q: 3 clusters Score -4187877 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4188393.750000 Penalty: 5380.268555
	Iteration 55Q: 3 clusters Score -4188394 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -4188854.250000 Penalty: 5380.268555
	Iteration 56Q: 3 clusters Score -4188854 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -4189187.250000 Penalty: 5380.268555
	Iteration 57Q: 3 clusters Score -4189187 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4189556.250000 Penalty: 5380.268555
	Iteration 58Q: 3 clusters Score -4189556 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -4189830.500000 Penalty: 5380.268555
	Iteration 59Q: 3 clusters Score -4189830 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -4190110.750000 Penalty: 5380.268555
	Iteration 60F: 3 clusters Score -4190111 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -4190321.750000 Penalty: 5380.268555
	Iteration 61Q: 3 clusters Score -4190322 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -4190472.750000 Penalty: 5380.268555
	Iteration 62Q: 3 clusters Score -4190473 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -4190566.000000 Penalty: 5380.268555
	Iteration 63Q: 3 clusters Score -4190566 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -4190660.750000 Penalty: 5380.268555
	Iteration 64Q: 3 clusters Score -4190661 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -4190746.750000 Penalty: 5380.268555
	Iteration 65Q: 3 clusters Score -4190747 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -4190826.500000 Penalty: 5380.268555
	Iteration 66Q: 3 clusters Score -4190826 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -4190882.500000 Penalty: 5380.268555
	Iteration 67Q: 3 clusters Score -4190882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -4190927.750000 Penalty: 5380.268555
	Iteration 68Q: 3 clusters Score -4190928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -4190982.000000 Penalty: 5380.268555
	Iteration 69Q: 3 clusters Score -4190982 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -4191009.000000 Penalty: 5380.268555
	Iteration 70Q: 3 clusters Score -4191009 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -4191043.750000 Penalty: 5380.268555
	Iteration 71Q: 3 clusters Score -4191044 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -4191074.000000 Penalty: 5380.268555
	Iteration 72Q: 3 clusters Score -4191074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -4191081.500000 Penalty: 5380.268555
	Iteration 73Q: 3 clusters Score -4191082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -4191102.250000 Penalty: 5380.268555
	Iteration 74Q: 3 clusters Score -4191102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -4191112.000000 Penalty: 5380.268555
	Iteration 75Q: 3 clusters Score -4191112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -4191129.500000 Penalty: 5380.268555
	Iteration 76Q: 3 clusters Score -4191130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -4191142.000000 Penalty: 5380.268555
	Iteration 77Q: 3 clusters Score -4191142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -4191167.000000 Penalty: 5380.268555
	Iteration 78Q: 3 clusters Score -4191167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -4191171.250000 Penalty: 5380.268555
	Iteration 79Q: 3 clusters Score -4191171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -4191182.000000 Penalty: 5380.268555
	Iteration 80F: 3 clusters Score -4191182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -4191191.500000 Penalty: 5380.268555
	Iteration 81Q: 3 clusters Score -4191192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -4191203.750000 Penalty: 5380.268555
	Iteration 82Q: 3 clusters Score -4191204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -4191210.250000 Penalty: 5380.268555
	Iteration 83Q: 3 clusters Score -4191210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -4191212.250000 Penalty: 5380.268555
	Iteration 84Q: 3 clusters Score -4191212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -4191215.000000 Penalty: 5380.268555
	Iteration 85Q: 3 clusters Score -4191215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -4191227.750000 Penalty: 5380.268555
	Iteration 86Q: 3 clusters Score -4191228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -4191230.750000 Penalty: 5380.268555
	Iteration 87Q: 3 clusters Score -4191231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -4191230.250000 Penalty: 5380.268555
	Iteration 88Q: 3 clusters Score -4191230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -4191231.750000 Penalty: 5380.268555
	Iteration 89Q: 3 clusters Score -4191232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -4191229.250000 Penalty: 5380.268555
	Iteration 90Q: 3 clusters Score -4191229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -4191233.750000 Penalty: 5380.268555
	Iteration 91Q: 3 clusters Score -4191234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -4191236.750000 Penalty: 5380.268555
	Iteration 92Q: 3 clusters Score -4191237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -4191237.000000 Penalty: 5380.268555
	Iteration 93Q: 3 clusters Score -4191237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -4191232.750000 Penalty: 5380.268555
	Iteration 94Q: 3 clusters Score -4191233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -4191238.250000 Penalty: 5380.268555
	Iteration 95Q: 3 clusters Score -4191238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -4191247.000000 Penalty: 5380.268555
	Iteration 96Q: 3 clusters Score -4191247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -4191250.000000 Penalty: 5380.268555
	Iteration 97Q: 3 clusters Score -4191250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -4191250.000000 Penalty: 5380.268555
	Iteration 98Q: 3 clusters Score -4191250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -4191250.250000 Penalty: 5380.268555
	Iteration 99Q: 3 clusters Score -4191250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -4191254.500000 Penalty: 5380.268555
	Iteration 100F: 3 clusters Score -4191254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -4191253.500000 Penalty: 5380.268555
	Iteration 101Q: 3 clusters Score -4191254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -4191250.250000 Penalty: 5380.268555
	Iteration 102Q: 3 clusters Score -4191250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -4191254.750000 Penalty: 5380.268555
	Iteration 103Q: 3 clusters Score -4191255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -4191256.500000 Penalty: 5380.268555
	Iteration 104Q: 3 clusters Score -4191256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -4191258.250000 Penalty: 5380.268555
	Iteration 105Q: 3 clusters Score -4191258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -4191257.750000 Penalty: 5380.268555
	Iteration 106Q: 3 clusters Score -4191258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -4191257.750000 Penalty: 5380.268555
	Iteration 107F: 3 clusters Score -4191258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -132804.906250 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -132804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -130333.945312 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -130333.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -130695.171875 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -130695.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -130801.914062 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -130801.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130879.125000 Penalty: 3689.146484
	Iteration 3Q: 3 clusters Score -130879.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130937.757812 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -130937.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -130970.062500 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -130970.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130994.234375 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -130994.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131010.812500 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -131010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131023.757812 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -131023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -131032.609375 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -131032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131046.914062 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -131046.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -131058.453125 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -131058.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131071.921875 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -131071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -131085.531250 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -131085.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131105.343750 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -131105.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -131129.890625 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -131129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131149.234375 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -131149.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131171.390625 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -131171.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -131185.484375 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -131185.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -131195.234375 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -131195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -131208.390625 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -131208.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131217.750000 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -131217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131223.015625 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -131223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -131226.671875 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -131226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131228.468750 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -131228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131229.484375 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -131229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131230.375000 Penalty: 3689.146484
	Iteration 26Q: 3 clusters Score -131230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131232.640625 Penalty: 3689.146484
	Iteration 27Q: 3 clusters Score -131232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131232.640625 Penalty: 3689.146484
	Iteration 28F: 3 clusters Score -131232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -193386.671875 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193386.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -193976.453125 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -193976.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -194159.828125 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194159.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -194277.718750 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -194277.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -194402.968750 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -194518.859375 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194518.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -194611.828125 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194611.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -194680.671875 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194680.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194749.359375 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194749.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194806.250000 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194806.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -194854.875000 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194854.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -194893.343750 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194893.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -194924.062500 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194924.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -194959.171875 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -194993.312500 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194993.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -195025.015625 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -195025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -195052.484375 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -195052.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -195073.843750 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -195073.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -195088.828125 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -195088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -195103.406250 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -195103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -195110.828125 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -195110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -195116.156250 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -195116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -195120.671875 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -195120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -195126.359375 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -195126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -195128.828125 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -195128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -195129.156250 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -195129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -195129.156250 Penalty: 3885.072510
	Iteration 26F: 3 clusters Score -195129.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -309084.343750 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -309084.3 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 1998 members 
Entering Unmasked Estep 
Score: -305191.312500 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -305191.3 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -306053.250000 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -306053.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -306257.312500 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -306257.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306385.781250 Penalty: 4108.111816
	Iteration 3F: 3 clusters Score -306385.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -306455.687500 Penalty: 4108.111816
	Iteration 4Q: 3 clusters Score -306455.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -306512.375000 Penalty: 4108.111816
	Iteration 5Q: 3 clusters Score -306512.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -306561.156250 Penalty: 4108.111816
	Iteration 6Q: 3 clusters Score -306561.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -306594.875000 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -306594.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -306628.437500 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -306628.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -306663.718750 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -306663.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -306692.156250 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -306692.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306717.093750 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -306717.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -306734.625000 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -306734.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -306760.343750 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -306760.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -306789.875000 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -306789.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -306825.312500 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -306825.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -306866.500000 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -306866.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -306894.781250 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -306894.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -306930.437500 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -306930.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -306973.531250 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -306973.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -307024.000000 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -307024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307060.500000 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -307060.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -307087.281250 Penalty: 4108.111816
	Iteration 22Q: 3 clusters Score -307087.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -307108.281250 Penalty: 4108.111816
	Iteration 23Q: 3 clusters Score -307108.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -307130.000000 Penalty: 4108.111816
	Iteration 24Q: 3 clusters Score -307130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -307151.343750 Penalty: 4108.111816
	Iteration 25Q: 3 clusters Score -307151.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -307162.875000 Penalty: 4108.111816
	Iteration 26Q: 3 clusters Score -307162.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -307172.343750 Penalty: 4108.111816
	Iteration 27Q: 3 clusters Score -307172.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -307182.781250 Penalty: 4108.111816
	Iteration 28Q: 3 clusters Score -307182.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -307195.906250 Penalty: 4108.111816
	Iteration 29Q: 3 clusters Score -307195.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -307208.468750 Penalty: 4108.111816
	Iteration 30Q: 3 clusters Score -307208.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -307219.906250 Penalty: 4108.111816
	Iteration 31Q: 3 clusters Score -307219.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -307230.343750 Penalty: 4108.111816
	Iteration 32Q: 3 clusters Score -307230.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -307235.812500 Penalty: 4108.111816
	Iteration 33Q: 3 clusters Score -307235.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -307241.812500 Penalty: 4108.111816
	Iteration 34Q: 3 clusters Score -307241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -307245.718750 Penalty: 4108.111816
	Iteration 35Q: 3 clusters Score -307245.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -307249.406250 Penalty: 4108.111816
	Iteration 36Q: 3 clusters Score -307249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -307254.656250 Penalty: 4108.111816
	Iteration 37Q: 3 clusters Score -307254.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -307260.281250 Penalty: 4108.111816
	Iteration 38Q: 3 clusters Score -307260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -307263.906250 Penalty: 4108.111816
	Iteration 39Q: 3 clusters Score -307263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -307265.000000 Penalty: 4108.111816
	Iteration 40F: 3 clusters Score -307265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -307267.000000 Penalty: 4108.111816
	Iteration 41Q: 3 clusters Score -307267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -307268.593750 Penalty: 4108.111816
	Iteration 42Q: 3 clusters Score -307268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -307270.062500 Penalty: 4108.111816
	Iteration 43Q: 3 clusters Score -307270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -307275.000000 Penalty: 4108.111816
	Iteration 44Q: 3 clusters Score -307275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -307279.093750 Penalty: 4108.111816
	Iteration 45Q: 3 clusters Score -307279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -307282.406250 Penalty: 4108.111816
	Iteration 46Q: 3 clusters Score -307282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -307285.968750 Penalty: 4108.111816
	Iteration 47Q: 3 clusters Score -307286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -307288.593750 Penalty: 4108.111816
	Iteration 48Q: 3 clusters Score -307288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -307289.562500 Penalty: 4108.111816
	Iteration 49Q: 3 clusters Score -307289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -307289.687500 Penalty: 4108.111816
	Iteration 50Q: 3 clusters Score -307289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -307290.218750 Penalty: 4108.111816
	Iteration 51Q: 3 clusters Score -307290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -307290.312500 Penalty: 4108.111816
	Iteration 52Q: 3 clusters Score -307290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -307291.000000 Penalty: 4108.111816
	Iteration 53Q: 3 clusters Score -307291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -307290.906250 Penalty: 4108.111816
	Iteration 54Q: 3 clusters Score -307290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -307292.187500 Penalty: 4108.111816
	Iteration 55Q: 3 clusters Score -307292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -307292.187500 Penalty: 4108.111816
	Iteration 56F: 3 clusters Score -307292.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -388035.343750 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -388035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -384180.750000 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -384180.8 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -385143.312500 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -385143.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -385359.468750 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -385359.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -385484.593750 Penalty: 4118.169922
	Iteration 3F: 3 clusters Score -385484.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -385559.531250 Penalty: 4118.169922
	Iteration 4Q: 3 clusters Score -385559.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -385619.750000 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -385619.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -385664.531250 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -385664.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -385703.843750 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -385703.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -385737.437500 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -385737.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -385764.781250 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -385764.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -385787.750000 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -385787.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -385807.031250 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -385807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -385830.281250 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -385830.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -385849.375000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -385849.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -385870.187500 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -385870.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -385890.718750 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -385890.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -385910.781250 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -385910.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -385930.343750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -385930.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -385948.343750 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -385948.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -385965.406250 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -385965.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -385982.187500 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -385982.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -385997.968750 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -385998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -386009.625000 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -386009.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -386028.375000 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -386028.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -386051.437500 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -386051.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -386060.937500 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -386060.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -386067.750000 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -386067.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -386072.968750 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -386073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -386077.843750 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -386077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -386080.375000 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -386080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -386082.562500 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -386082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -386083.843750 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -386083.8 nChanged 8
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: -386086.093750 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -386086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -386088.937500 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -386088.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -386092.437500 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -386092.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -386099.562500 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -386099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -386105.875000 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -386105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -386110.250000 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -386110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -386113.750000 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -386113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -386118.312500 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -386118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -386120.625000 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -386120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -386123.531250 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -386123.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -386126.687500 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -386126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -386131.312500 Penalty: 4118.169922
	Iteration 43Q: 3 clusters Score -386131.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -386133.687500 Penalty: 4118.169922
	Iteration 44Q: 3 clusters Score -386133.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -386135.812500 Penalty: 4118.169922
	Iteration 45Q: 3 clusters Score -386135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386138.156250 Penalty: 4118.169922
	Iteration 46Q: 3 clusters Score -386138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -386139.250000 Penalty: 4118.169922
	Iteration 47Q: 3 clusters Score -386139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -386140.125000 Penalty: 4118.169922
	Iteration 48Q: 3 clusters Score -386140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -386140.812500 Penalty: 4118.169922
	Iteration 49Q: 3 clusters Score -386140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -386141.906250 Penalty: 4118.169922
	Iteration 50Q: 3 clusters Score -386141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -386142.437500 Penalty: 4118.169922
	Iteration 51Q: 3 clusters Score -386142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -386142.687500 Penalty: 4118.169922
	Iteration 52Q: 3 clusters Score -386142.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -386144.593750 Penalty: 4118.169922
	Iteration 53Q: 3 clusters Score -386144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -386148.500000 Penalty: 4118.169922
	Iteration 54Q: 3 clusters Score -386148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -386152.437500 Penalty: 4118.169922
	Iteration 55Q: 3 clusters Score -386152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -386155.875000 Penalty: 4118.169922
	Iteration 56Q: 3 clusters Score -386155.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -386158.843750 Penalty: 4118.169922
	Iteration 57Q: 3 clusters Score -386158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -386160.656250 Penalty: 4118.169922
	Iteration 58Q: 3 clusters Score -386160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -386160.968750 Penalty: 4118.169922
	Iteration 59Q: 3 clusters Score -386161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -386163.250000 Penalty: 4118.169922
	Iteration 60F: 3 clusters Score -386163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -386164.906250 Penalty: 4118.169922
	Iteration 61Q: 3 clusters Score -386164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -386164.625000 Penalty: 4118.169922
	Iteration 62Q: 3 clusters Score -386164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -386164.281250 Penalty: 4118.169922
	Iteration 63Q: 3 clusters Score -386164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -386165.375000 Penalty: 4118.169922
	Iteration 64Q: 3 clusters Score -386165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -386165.781250 Penalty: 4118.169922
	Iteration 65Q: 3 clusters Score -386165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -386165.781250 Penalty: 4118.169922
	Iteration 66F: 3 clusters Score -386165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Entering Unmasked Estep 
Score: -1233548.500000 Penalty: 2418.704102
	Iteration 0F: 2 clusters Score -1233548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1221284.375000 Penalty: 4837.408203
	Iteration 0F: 3 clusters Score -1221284 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1225433.250000 Penalty: 4837.408203
	Iteration 1F: 3 clusters Score -1225433 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1225881.000000 Penalty: 4837.408203
	Iteration 2F: 3 clusters Score -1225881 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1226233.875000 Penalty: 4837.408203
	Iteration 3Q: 3 clusters Score -1226234 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1226576.750000 Penalty: 4837.408203
	Iteration 4Q: 3 clusters Score -1226577 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1226946.125000 Penalty: 4837.408203
	Iteration 5Q: 3 clusters Score -1226946 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1227347.125000 Penalty: 4837.408203
	Iteration 6Q: 3 clusters Score -1227347 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1227756.000000 Penalty: 4837.408203
	Iteration 7Q: 3 clusters Score -1227756 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1228189.000000 Penalty: 4837.408203
	Iteration 8Q: 3 clusters Score -1228189 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1228622.250000 Penalty: 4837.408203
	Iteration 9Q: 3 clusters Score -1228622 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1229095.500000 Penalty: 4837.408203
	Iteration 10Q: 3 clusters Score -1229096 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1229552.000000 Penalty: 4837.408203
	Iteration 11Q: 3 clusters Score -1229552 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1229953.500000 Penalty: 4837.408203
	Iteration 12Q: 3 clusters Score -1229954 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1230296.250000 Penalty: 4837.408203
	Iteration 13Q: 3 clusters Score -1230296 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1230554.250000 Penalty: 4837.408203
	Iteration 14Q: 3 clusters Score -1230554 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1230751.625000 Penalty: 4837.408203
	Iteration 15Q: 3 clusters Score -1230752 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1230904.875000 Penalty: 4837.408203
	Iteration 16Q: 3 clusters Score -1230905 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1231050.250000 Penalty: 4837.408203
	Iteration 17Q: 3 clusters Score -1231050 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1231210.500000 Penalty: 4837.408203
	Iteration 18Q: 3 clusters Score -1231210 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1231358.250000 Penalty: 4837.408203
	Iteration 19Q: 3 clusters Score -1231358 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1231495.625000 Penalty: 4837.408203
	Iteration 20F: 3 clusters Score -1231496 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1231597.750000 Penalty: 4837.408203
	Iteration 21Q: 3 clusters Score -1231598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1231686.250000 Penalty: 4837.408203
	Iteration 22Q: 3 clusters Score -1231686 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1231773.625000 Penalty: 4837.408203
	Iteration 23Q: 3 clusters Score -1231774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1231837.250000 Penalty: 4837.408203
	Iteration 24Q: 3 clusters Score -1231837 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1231892.000000 Penalty: 4837.408203
	Iteration 25Q: 3 clusters Score -1231892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1231932.500000 Penalty: 4837.408203
	Iteration 26Q: 3 clusters Score -1231932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1231956.625000 Penalty: 4837.408203
	Iteration 27Q: 3 clusters Score -1231957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1231984.375000 Penalty: 4837.408203
	Iteration 28Q: 3 clusters Score -1231984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1232009.250000 Penalty: 4837.408203
	Iteration 29Q: 3 clusters Score -1232009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1232036.750000 Penalty: 4837.408203
	Iteration 30Q: 3 clusters Score -1232037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1232055.375000 Penalty: 4837.408203
	Iteration 31Q: 3 clusters Score -1232055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1232074.625000 Penalty: 4837.408203
	Iteration 32Q: 3 clusters Score -1232075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1232100.750000 Penalty: 4837.408203
	Iteration 33Q: 3 clusters Score -1232101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1232133.625000 Penalty: 4837.408203
	Iteration 34Q: 3 clusters Score -1232134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1232175.125000 Penalty: 4837.408203
	Iteration 35Q: 3 clusters Score -1232175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1232217.000000 Penalty: 4837.408203
	Iteration 36Q: 3 clusters Score -1232217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1232256.750000 Penalty: 4837.408203
	Iteration 37Q: 3 clusters Score -1232257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1232290.250000 Penalty: 4837.408203
	Iteration 38Q: 3 clusters Score -1232290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1232314.250000 Penalty: 4837.408203
	Iteration 39Q: 3 clusters Score -1232314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1232330.375000 Penalty: 4837.408203
	Iteration 40F: 3 clusters Score -1232330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1232335.250000 Penalty: 4837.408203
	Iteration 41Q: 3 clusters Score -1232335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1232338.875000 Penalty: 4837.408203
	Iteration 42Q: 3 clusters Score -1232339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1232343.250000 Penalty: 4837.408203
	Iteration 43Q: 3 clusters Score -1232343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1232346.000000 Penalty: 4837.408203
	Iteration 44Q: 3 clusters Score -1232346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1232345.500000 Penalty: 4837.408203
	Iteration 45Q: 3 clusters Score -1232346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1232345.500000 Penalty: 4837.408203
	Iteration 46F: 3 clusters Score -1232346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -364746.156250 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -364746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -361041.406250 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -361041.4 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -361919.687500 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -361919.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -362213.312500 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -362213.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -362482.031250 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -362482 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -362747.000000 Penalty: 4076.384521
	Iteration 4F: 3 clusters Score -362747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -362976.968750 Penalty: 4076.384521
	Iteration 5F: 3 clusters Score -362977 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -363119.875000 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -363119.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -363222.531250 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -363222.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -363293.375000 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -363293.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -363361.531250 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -363361.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -363415.468750 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -363415.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -363461.843750 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -363461.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -363509.656250 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -363509.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -363540.906250 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -363540.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -363571.968750 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -363572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -363608.343750 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -363608.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -363646.843750 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -363646.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -363687.875000 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -363687.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -363736.593750 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -363736.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -363778.406250 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -363778.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -363820.281250 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -363820.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -363854.812500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -363854.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -363880.718750 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -363880.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -363917.781250 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -363917.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -363945.937500 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -363945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -363976.812500 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -363976.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -364028.187500 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -364028.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -364146.781250 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -364146.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -364249.406250 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -364249.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -364292.468750 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -364292.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -364318.875000 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -364318.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -364341.468750 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -364341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -364361.406250 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -364361.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -364376.562500 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -364376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -364386.281250 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -364386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -364394.718750 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -364394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -364403.500000 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -364403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -364411.125000 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -364411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -364416.125000 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -364416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -364418.281250 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -364418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -364418.312500 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -364418.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Entering Unmasked Estep 
Score: -1504478.625000 Penalty: 2438.546875
	Iteration 0F: 2 clusters Score -1504479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1491420.375000 Penalty: 4877.093750
	Iteration 0F: 3 clusters Score -1491420 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1495722.375000 Penalty: 4877.093750
	Iteration 1F: 3 clusters Score -1495722 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1496070.750000 Penalty: 4877.093750
	Iteration 2F: 3 clusters Score -1496071 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1496320.875000 Penalty: 4877.093750
	Iteration 3Q: 3 clusters Score -1496321 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1496503.500000 Penalty: 4877.093750
	Iteration 4Q: 3 clusters Score -1496504 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1496669.625000 Penalty: 4877.093750
	Iteration 5Q: 3 clusters Score -1496670 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1496826.500000 Penalty: 4877.093750
	Iteration 6Q: 3 clusters Score -1496826 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1496972.875000 Penalty: 4877.093750
	Iteration 7Q: 3 clusters Score -1496973 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1497100.375000 Penalty: 4877.093750
	Iteration 8Q: 3 clusters Score -1497100 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1497249.375000 Penalty: 4877.093750
	Iteration 9Q: 3 clusters Score -1497249 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1497418.250000 Penalty: 4877.093750
	Iteration 10Q: 3 clusters Score -1497418 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1497651.875000 Penalty: 4877.093750
	Iteration 11Q: 3 clusters Score -1497652 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1497981.250000 Penalty: 4877.093750
	Iteration 12Q: 3 clusters Score -1497981 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1498460.125000 Penalty: 4877.093750
	Iteration 13Q: 3 clusters Score -1498460 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1499075.875000 Penalty: 4877.093750
	Iteration 14Q: 3 clusters Score -1499076 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1499797.375000 Penalty: 4877.093750
	Iteration 15F: 3 clusters Score -1499797 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1500531.750000 Penalty: 4877.093750
	Iteration 16Q: 3 clusters Score -1500532 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1501123.250000 Penalty: 4877.093750
	Iteration 17Q: 3 clusters Score -1501123 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1501536.875000 Penalty: 4877.093750
	Iteration 18Q: 3 clusters Score -1501537 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1501809.500000 Penalty: 4877.093750
	Iteration 19Q: 3 clusters Score -1501810 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1501986.750000 Penalty: 4877.093750
	Iteration 20F: 3 clusters Score -1501987 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1502094.375000 Penalty: 4877.093750
	Iteration 21Q: 3 clusters Score -1502094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1502171.750000 Penalty: 4877.093750
	Iteration 22Q: 3 clusters Score -1502172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1502218.500000 Penalty: 4877.093750
	Iteration 23Q: 3 clusters Score -1502218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1502261.125000 Penalty: 4877.093750
	Iteration 24Q: 3 clusters Score -1502261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1502285.375000 Penalty: 4877.093750
	Iteration 25Q: 3 clusters Score -1502285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1502306.875000 Penalty: 4877.093750
	Iteration 26Q: 3 clusters Score -1502307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1502318.250000 Penalty: 4877.093750
	Iteration 27Q: 3 clusters Score -1502318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1502327.125000 Penalty: 4877.093750
	Iteration 28Q: 3 clusters Score -1502327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1502338.375000 Penalty: 4877.093750
	Iteration 29Q: 3 clusters Score -1502338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1502348.625000 Penalty: 4877.093750
	Iteration 30Q: 3 clusters Score -1502349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1502354.125000 Penalty: 4877.093750
	Iteration 31Q: 3 clusters Score -1502354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1502371.750000 Penalty: 4877.093750
	Iteration 32Q: 3 clusters Score -1502372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1502382.375000 Penalty: 4877.093750
	Iteration 33Q: 3 clusters Score -1502382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1502396.875000 Penalty: 4877.093750
	Iteration 34Q: 3 clusters Score -1502397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1502399.125000 Penalty: 4877.093750
	Iteration 35Q: 3 clusters Score -1502399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1502405.875000 Penalty: 4877.093750
	Iteration 36Q: 3 clusters Score -1502406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1502408.000000 Penalty: 4877.093750
	Iteration 37Q: 3 clusters Score -1502408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1502406.875000 Penalty: 4877.093750
	Iteration 38Q: 3 clusters Score -1502407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1502406.875000 Penalty: 4877.093750
	Iteration 39F: 3 clusters Score -1502407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -947493.562500 Penalty: 2262.459229
	Iteration 0F: 2 clusters Score -947493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -940412.750000 Penalty: 4524.918457
	Iteration 0F: 3 clusters Score -940412.8 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -942342.625000 Penalty: 4524.918457
	Iteration 1F: 3 clusters Score -942342.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -942621.250000 Penalty: 4524.918457
	Iteration 2F: 3 clusters Score -942621.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -942813.125000 Penalty: 4524.918457
	Iteration 3Q: 3 clusters Score -942813.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -942947.250000 Penalty: 4524.918457
	Iteration 4Q: 3 clusters Score -942947.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -943023.375000 Penalty: 4524.918457
	Iteration 5Q: 3 clusters Score -943023.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -943101.562500 Penalty: 4524.918457
	Iteration 6Q: 3 clusters Score -943101.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -943165.562500 Penalty: 4524.918457
	Iteration 7Q: 3 clusters Score -943165.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -943220.562500 Penalty: 4524.918457
	Iteration 8Q: 3 clusters Score -943220.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -943262.437500 Penalty: 4524.918457
	Iteration 9Q: 3 clusters Score -943262.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -943298.000000 Penalty: 4524.918457
	Iteration 10Q: 3 clusters Score -943298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -943335.000000 Penalty: 4524.918457
	Iteration 11Q: 3 clusters Score -943335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -943362.437500 Penalty: 4524.918457
	Iteration 12Q: 3 clusters Score -943362.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -943391.375000 Penalty: 4524.918457
	Iteration 13Q: 3 clusters Score -943391.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -943418.437500 Penalty: 4524.918457
	Iteration 14Q: 3 clusters Score -943418.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -943441.812500 Penalty: 4524.918457
	Iteration 15Q: 3 clusters Score -943441.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -943463.500000 Penalty: 4524.918457
	Iteration 16Q: 3 clusters Score -943463.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -943481.062500 Penalty: 4524.918457
	Iteration 17Q: 3 clusters Score -943481.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -943492.000000 Penalty: 4524.918457
	Iteration 18Q: 3 clusters Score -943492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -943504.312500 Penalty: 4524.918457
	Iteration 19Q: 3 clusters Score -943504.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -943508.875000 Penalty: 4524.918457
	Iteration 20F: 3 clusters Score -943508.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -943517.812500 Penalty: 4524.918457
	Iteration 21Q: 3 clusters Score -943517.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -943522.687500 Penalty: 4524.918457
	Iteration 22Q: 3 clusters Score -943522.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -943528.937500 Penalty: 4524.918457
	Iteration 23Q: 3 clusters Score -943528.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -943537.312500 Penalty: 4524.918457
	Iteration 24Q: 3 clusters Score -943537.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -943542.687500 Penalty: 4524.918457
	Iteration 25Q: 3 clusters Score -943542.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -943546.312500 Penalty: 4524.918457
	Iteration 26Q: 3 clusters Score -943546.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -943553.000000 Penalty: 4524.918457
	Iteration 27Q: 3 clusters Score -943553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -943559.875000 Penalty: 4524.918457
	Iteration 28Q: 3 clusters Score -943559.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -943562.875000 Penalty: 4524.918457
	Iteration 29Q: 3 clusters Score -943562.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -943568.500000 Penalty: 4524.918457
	Iteration 30Q: 3 clusters Score -943568.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -943572.250000 Penalty: 4524.918457
	Iteration 31Q: 3 clusters Score -943572.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -943578.375000 Penalty: 4524.918457
	Iteration 32Q: 3 clusters Score -943578.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -943582.000000 Penalty: 4524.918457
	Iteration 33Q: 3 clusters Score -943582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -943586.625000 Penalty: 4524.918457
	Iteration 34Q: 3 clusters Score -943586.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -943594.812500 Penalty: 4524.918457
	Iteration 35Q: 3 clusters Score -943594.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -943606.187500 Penalty: 4524.918457
	Iteration 36Q: 3 clusters Score -943606.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -943613.625000 Penalty: 4524.918457
	Iteration 37Q: 3 clusters Score -943613.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -943627.500000 Penalty: 4524.918457
	Iteration 38Q: 3 clusters Score -943627.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -943646.562500 Penalty: 4524.918457
	Iteration 39Q: 3 clusters Score -943646.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -943663.687500 Penalty: 4524.918457
	Iteration 40F: 3 clusters Score -943663.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -943690.187500 Penalty: 4524.918457
	Iteration 41Q: 3 clusters Score -943690.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -943726.125000 Penalty: 4524.918457
	Iteration 42Q: 3 clusters Score -943726.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -943769.437500 Penalty: 4524.918457
	Iteration 43Q: 3 clusters Score -943769.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -943821.875000 Penalty: 4524.918457
	Iteration 44Q: 3 clusters Score -943821.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -943892.812500 Penalty: 4524.918457
	Iteration 45Q: 3 clusters Score -943892.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -943989.187500 Penalty: 4524.918457
	Iteration 46Q: 3 clusters Score -943989.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -944104.500000 Penalty: 4524.918457
	Iteration 47Q: 3 clusters Score -944104.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -944240.000000 Penalty: 4524.918457
	Iteration 48Q: 3 clusters Score -944240 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -944395.562500 Penalty: 4524.918457
	Iteration 49Q: 3 clusters Score -944395.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -944561.250000 Penalty: 4524.918457
	Iteration 50Q: 3 clusters Score -944561.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -944758.250000 Penalty: 4524.918457
	Iteration 51Q: 3 clusters Score -944758.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -944956.937500 Penalty: 4524.918457
	Iteration 52Q: 3 clusters Score -944956.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -945107.750000 Penalty: 4524.918457
	Iteration 53Q: 3 clusters Score -945107.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -945268.687500 Penalty: 4524.918457
	Iteration 54Q: 3 clusters Score -945268.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -945400.937500 Penalty: 4524.918457
	Iteration 55Q: 3 clusters Score -945400.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -945492.750000 Penalty: 4524.918457
	Iteration 56Q: 3 clusters Score -945492.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -945560.000000 Penalty: 4524.918457
	Iteration 57Q: 3 clusters Score -945560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -945600.000000 Penalty: 4524.918457
	Iteration 58Q: 3 clusters Score -945600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -945623.062500 Penalty: 4524.918457
	Iteration 59Q: 3 clusters Score -945623.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -945648.437500 Penalty: 4524.918457
	Iteration 60F: 3 clusters Score -945648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -945664.437500 Penalty: 4524.918457
	Iteration 61Q: 3 clusters Score -945664.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -945690.187500 Penalty: 4524.918457
	Iteration 62Q: 3 clusters Score -945690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -945703.375000 Penalty: 4524.918457
	Iteration 63Q: 3 clusters Score -945703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -945708.937500 Penalty: 4524.918457
	Iteration 64Q: 3 clusters Score -945708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -945711.312500 Penalty: 4524.918457
	Iteration 65Q: 3 clusters Score -945711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -945715.375000 Penalty: 4524.918457
	Iteration 66Q: 3 clusters Score -945715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -945718.437500 Penalty: 4524.918457
	Iteration 67Q: 3 clusters Score -945718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -945719.812500 Penalty: 4524.918457
	Iteration 68Q: 3 clusters Score -945719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -945721.062500 Penalty: 4524.918457
	Iteration 69Q: 3 clusters Score -945721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -945722.125000 Penalty: 4524.918457
	Iteration 70Q: 3 clusters Score -945722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -945722.187500 Penalty: 4524.918457
	Iteration 71Q: 3 clusters Score -945722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -945720.562500 Penalty: 4524.918457
	Iteration 72Q: 3 clusters Score -945720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -945724.500000 Penalty: 4524.918457
	Iteration 73Q: 3 clusters Score -945724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -945724.687500 Penalty: 4524.918457
	Iteration 74Q: 3 clusters Score -945724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -945727.812500 Penalty: 4524.918457
	Iteration 75Q: 3 clusters Score -945727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -945729.187500 Penalty: 4524.918457
	Iteration 76Q: 3 clusters Score -945729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -945733.687500 Penalty: 4524.918457
	Iteration 77Q: 3 clusters Score -945733.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -945739.812500 Penalty: 4524.918457
	Iteration 78Q: 3 clusters Score -945739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -945743.937500 Penalty: 4524.918457
	Iteration 79Q: 3 clusters Score -945743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -945747.062500 Penalty: 4524.918457
	Iteration 80F: 3 clusters Score -945747.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -945748.875000 Penalty: 4524.918457
	Iteration 81Q: 3 clusters Score -945748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -945751.312500 Penalty: 4524.918457
	Iteration 82Q: 3 clusters Score -945751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -945752.937500 Penalty: 4524.918457
	Iteration 83Q: 3 clusters Score -945752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -945754.000000 Penalty: 4524.918457
	Iteration 84Q: 3 clusters Score -945754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -945754.312500 Penalty: 4524.918457
	Iteration 85Q: 3 clusters Score -945754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -945756.562500 Penalty: 4524.918457
	Iteration 86Q: 3 clusters Score -945756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -945756.562500 Penalty: 4524.918457
	Iteration 87F: 3 clusters Score -945756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Entering Unmasked Estep 
Score: -1629327.250000 Penalty: 2460.355225
	Iteration 0F: 2 clusters Score -1629327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1614989.875000 Penalty: 4920.710449
	Iteration 0F: 3 clusters Score -1614990 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1620015.750000 Penalty: 4920.710449
	Iteration 1F: 3 clusters Score -1620016 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1620831.875000 Penalty: 4920.710449
	Iteration 2F: 3 clusters Score -1620832 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1621522.875000 Penalty: 4920.710449
	Iteration 3F: 3 clusters Score -1621523 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1622170.875000 Penalty: 4920.710449
	Iteration 4F: 3 clusters Score -1622171 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1622885.875000 Penalty: 4920.710449
	Iteration 5F: 3 clusters Score -1622886 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1623630.750000 Penalty: 4920.710449
	Iteration 6F: 3 clusters Score -1623631 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1624362.125000 Penalty: 4920.710449
	Iteration 7F: 3 clusters Score -1624362 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1625028.625000 Penalty: 4920.710449
	Iteration 8F: 3 clusters Score -1625029 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1625543.875000 Penalty: 4920.710449
	Iteration 9Q: 3 clusters Score -1625544 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1625927.625000 Penalty: 4920.710449
	Iteration 10Q: 3 clusters Score -1625928 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1626230.375000 Penalty: 4920.710449
	Iteration 11Q: 3 clusters Score -1626230 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1626472.875000 Penalty: 4920.710449
	Iteration 12Q: 3 clusters Score -1626473 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1626668.375000 Penalty: 4920.710449
	Iteration 13Q: 3 clusters Score -1626668 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1626821.375000 Penalty: 4920.710449
	Iteration 14Q: 3 clusters Score -1626821 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1626957.375000 Penalty: 4920.710449
	Iteration 15Q: 3 clusters Score -1626957 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1627048.375000 Penalty: 4920.710449
	Iteration 16Q: 3 clusters Score -1627048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1627132.375000 Penalty: 4920.710449
	Iteration 17Q: 3 clusters Score -1627132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1627197.125000 Penalty: 4920.710449
	Iteration 18Q: 3 clusters Score -1627197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1627251.375000 Penalty: 4920.710449
	Iteration 19Q: 3 clusters Score -1627251 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1627297.125000 Penalty: 4920.710449
	Iteration 20F: 3 clusters Score -1627297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1627332.000000 Penalty: 4920.710449
	Iteration 21Q: 3 clusters Score -1627332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1627353.750000 Penalty: 4920.710449
	Iteration 22Q: 3 clusters Score -1627354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1627369.250000 Penalty: 4920.710449
	Iteration 23Q: 3 clusters Score -1627369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1627384.625000 Penalty: 4920.710449
	Iteration 24Q: 3 clusters Score -1627385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1627398.500000 Penalty: 4920.710449
	Iteration 25Q: 3 clusters Score -1627398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1627406.750000 Penalty: 4920.710449
	Iteration 26Q: 3 clusters Score -1627407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1627412.375000 Penalty: 4920.710449
	Iteration 27Q: 3 clusters Score -1627412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1627418.000000 Penalty: 4920.710449
	Iteration 28Q: 3 clusters Score -1627418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1627427.250000 Penalty: 4920.710449
	Iteration 29Q: 3 clusters Score -1627427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1627432.000000 Penalty: 4920.710449
	Iteration 30Q: 3 clusters Score -1627432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1627439.750000 Penalty: 4920.710449
	Iteration 31Q: 3 clusters Score -1627440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1627443.625000 Penalty: 4920.710449
	Iteration 32Q: 3 clusters Score -1627444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1627448.000000 Penalty: 4920.710449
	Iteration 33Q: 3 clusters Score -1627448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1627452.125000 Penalty: 4920.710449
	Iteration 34Q: 3 clusters Score -1627452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1627451.875000 Penalty: 4920.710449
	Iteration 35Q: 3 clusters Score -1627452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1627455.750000 Penalty: 4920.710449
	Iteration 36Q: 3 clusters Score -1627456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1627455.000000 Penalty: 4920.710449
	Iteration 37Q: 3 clusters Score -1627455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1627454.500000 Penalty: 4920.710449
	Iteration 38Q: 3 clusters Score -1627454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1627454.500000 Penalty: 4920.710449
	Iteration 39F: 3 clusters Score -1627454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (135330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135330 members 
Entering Unmasked Estep 
Score: -13341861.000000 Penalty: 2930.237061
	Iteration 0F: 2 clusters Score -1.334186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -13255293.000000 Penalty: 5860.474121
	Iteration 0F: 3 clusters Score -1.325529e+07 nChanged 64485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -13292772.000000 Penalty: 5860.474121
	Iteration 1F: 3 clusters Score -1.329277e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -13294634.000000 Penalty: 5860.474121
	Iteration 2Q: 3 clusters Score -1.329463e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -13297966.000000 Penalty: 5860.474121
	Iteration 3F: 3 clusters Score -1.329797e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -13303914.000000 Penalty: 5860.474121
	Iteration 4F: 3 clusters Score -1.330391e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -13313334.000000 Penalty: 5860.474121
	Iteration 5F: 3 clusters Score -1.331333e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -13324987.000000 Penalty: 5860.474121
	Iteration 6F: 3 clusters Score -1.332499e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -13334050.000000 Penalty: 5860.474121
	Iteration 7F: 3 clusters Score -1.333405e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -13337574.000000 Penalty: 5860.474121
	Iteration 8Q: 3 clusters Score -1.333757e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -13338681.000000 Penalty: 5860.474121
	Iteration 9Q: 3 clusters Score -1.333868e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -13339017.000000 Penalty: 5860.474121
	Iteration 10Q: 3 clusters Score -1.333902e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -13339222.000000 Penalty: 5860.474121
	Iteration 11Q: 3 clusters Score -1.333922e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 134909 members 
Entering Unmasked Estep 
Score: -13339317.000000 Penalty: 5860.474121
	Iteration 12Q: 3 clusters Score -1.333932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 134944 members 
Entering Unmasked Estep 
Score: -13339361.000000 Penalty: 5860.474121
	Iteration 13Q: 3 clusters Score -1.333936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 134964 members 
Entering Unmasked Estep 
Score: -13339364.000000 Penalty: 5860.474121
	Iteration 14Q: 3 clusters Score -1.333936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 134974 members 
Entering Unmasked Estep 
Score: -13339387.000000 Penalty: 5860.474121
	Iteration 15Q: 3 clusters Score -1.333939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -13339395.000000 Penalty: 5860.474121
	Iteration 16Q: 3 clusters Score -1.33394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 134979 members 
Entering Unmasked Estep 
Score: -13339397.000000 Penalty: 5860.474121
	Iteration 17Q: 3 clusters Score -1.33394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 134984 members 
Entering Unmasked Estep 
Score: -13339408.000000 Penalty: 5860.474121
	Iteration 18Q: 3 clusters Score -1.333941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 134988 members 
Entering Unmasked Estep 
Score: -13339412.000000 Penalty: 5860.474121
	Iteration 19Q: 3 clusters Score -1.333941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -13339440.000000 Penalty: 5860.474121
	Iteration 20F: 3 clusters Score -1.333944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -13339437.000000 Penalty: 5860.474121
	Iteration 21Q: 3 clusters Score -1.333944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -13339429.000000 Penalty: 5860.474121
	Iteration 22Q: 3 clusters Score -1.333943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 134997 members 
Entering Unmasked Estep 
Score: -13339437.000000 Penalty: 5860.474121
	Iteration 23Q: 3 clusters Score -1.333944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -13339444.000000 Penalty: 5860.474121
	Iteration 24Q: 3 clusters Score -1.333944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -13339434.000000 Penalty: 5860.474121
	Iteration 25Q: 3 clusters Score -1.333943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -13339442.000000 Penalty: 5860.474121
	Iteration 26Q: 3 clusters Score -1.333944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -13339448.000000 Penalty: 5860.474121
	Iteration 27Q: 3 clusters Score -1.333945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 134999 members 
Entering Unmasked Estep 
Score: -13339460.000000 Penalty: 5860.474121
	Iteration 28Q: 3 clusters Score -1.333946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 135000 members 
Entering Unmasked Estep 
Score: -13339465.000000 Penalty: 5860.474121
	Iteration 29Q: 3 clusters Score -1.333946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -13339479.000000 Penalty: 5860.474121
	Iteration 30Q: 3 clusters Score -1.333948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 135008 members 
Entering Unmasked Estep 
Score: -13339481.000000 Penalty: 5860.474121
	Iteration 31Q: 3 clusters Score -1.333948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 135012 members 
Entering Unmasked Estep 
Score: -13339480.000000 Penalty: 5860.474121
	Iteration 32Q: 3 clusters Score -1.333948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -13339493.000000 Penalty: 5860.474121
	Iteration 33Q: 3 clusters Score -1.333949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 135012 members 
Entering Unmasked Estep 
Score: -13339500.000000 Penalty: 5860.474121
	Iteration 34Q: 3 clusters Score -1.33395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -13339497.000000 Penalty: 5860.474121
	Iteration 35Q: 3 clusters Score -1.33395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -13339499.000000 Penalty: 5860.474121
	Iteration 36Q: 3 clusters Score -1.33395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -13339499.000000 Penalty: 5860.474121
	Iteration 37F: 3 clusters Score -1.33395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (122286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Entering Unmasked Estep 
Score: -9905310.000000 Penalty: 2905.101318
	Iteration 0F: 2 clusters Score -9905310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -9823622.000000 Penalty: 5810.202637
	Iteration 0F: 3 clusters Score -9823622 nChanged 58158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -9857458.000000 Penalty: 5810.202637
	Iteration 1F: 3 clusters Score -9857458 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -9858576.000000 Penalty: 5810.202637
	Iteration 2Q: 3 clusters Score -9858576 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -9860277.000000 Penalty: 5810.202637
	Iteration 3Q: 3 clusters Score -9860277 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -9863187.000000 Penalty: 5810.202637
	Iteration 4F: 3 clusters Score -9863187 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -9867602.000000 Penalty: 5810.202637
	Iteration 5F: 3 clusters Score -9867602 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -9874824.000000 Penalty: 5810.202637
	Iteration 6F: 3 clusters Score -9874824 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 102191 members 
Entering Unmasked Estep 
Score: -9883776.000000 Penalty: 5810.202637
	Iteration 7F: 3 clusters Score -9883776 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -9892219.000000 Penalty: 5810.202637
	Iteration 8F: 3 clusters Score -9892219 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -9897758.000000 Penalty: 5810.202637
	Iteration 9Q: 3 clusters Score -9897758 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 119665 members 
Entering Unmasked Estep 
Score: -9900587.000000 Penalty: 5810.202637
	Iteration 10Q: 3 clusters Score -9900587 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 120915 members 
Entering Unmasked Estep 
Score: -9901815.000000 Penalty: 5810.202637
	Iteration 11Q: 3 clusters Score -9901815 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 121392 members 
Entering Unmasked Estep 
Score: -9902292.000000 Penalty: 5810.202637
	Iteration 12Q: 3 clusters Score -9902292 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -9902495.000000 Penalty: 5810.202637
	Iteration 13Q: 3 clusters Score -9902495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 121684 members 
Entering Unmasked Estep 
Score: -9902639.000000 Penalty: 5810.202637
	Iteration 14Q: 3 clusters Score -9902639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 121738 members 
Entering Unmasked Estep 
Score: -9902701.000000 Penalty: 5810.202637
	Iteration 15Q: 3 clusters Score -9902701 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 121775 members 
Entering Unmasked Estep 
Score: -9902763.000000 Penalty: 5810.202637
	Iteration 16Q: 3 clusters Score -9902763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -9902801.000000 Penalty: 5810.202637
	Iteration 17Q: 3 clusters Score -9902801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 121811 members 
Entering Unmasked Estep 
Score: -9902838.000000 Penalty: 5810.202637
	Iteration 18Q: 3 clusters Score -9902838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -9902860.000000 Penalty: 5810.202637
	Iteration 19Q: 3 clusters Score -9902860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -9902883.000000 Penalty: 5810.202637
	Iteration 20F: 3 clusters Score -9902883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -9902892.000000 Penalty: 5810.202637
	Iteration 21Q: 3 clusters Score -9902892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -9902901.000000 Penalty: 5810.202637
	Iteration 22Q: 3 clusters Score -9902901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -9902908.000000 Penalty: 5810.202637
	Iteration 23Q: 3 clusters Score -9902908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -9902908.000000 Penalty: 5810.202637
	Iteration 24Q: 3 clusters Score -9902908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -9902909.000000 Penalty: 5810.202637
	Iteration 25Q: 3 clusters Score -9902909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -9902916.000000 Penalty: 5810.202637
	Iteration 26Q: 3 clusters Score -9902916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -9902904.000000 Penalty: 5810.202637
	Iteration 27Q: 3 clusters Score -9902904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 121840 members 
Entering Unmasked Estep 
Score: -9902904.000000 Penalty: 5810.202637
	Iteration 28Q: 3 clusters Score -9902904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -9902901.000000 Penalty: 5810.202637
	Iteration 29Q: 3 clusters Score -9902901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -9902908.000000 Penalty: 5810.202637
	Iteration 30Q: 3 clusters Score -9902908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -9902917.000000 Penalty: 5810.202637
	Iteration 31Q: 3 clusters Score -9902917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -9902913.000000 Penalty: 5810.202637
	Iteration 32Q: 3 clusters Score -9902913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -9902925.000000 Penalty: 5810.202637
	Iteration 33Q: 3 clusters Score -9902925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -9902919.000000 Penalty: 5810.202637
	Iteration 34Q: 3 clusters Score -9902919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -9902919.000000 Penalty: 5810.202637
	Iteration 35F: 3 clusters Score -9902919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -53426.050781 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -53426.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51727.832031 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -51727.83 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51935.468750 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -51935.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52030.269531 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -52030.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52102.128906 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -52102.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52132.074219 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -52132.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52152.285156 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -52152.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52156.902344 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -52156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52159.933594 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52159.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52160.316406 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -52160.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52160.316406 Penalty: 3215.621338
	Iteration 9F: 3 clusters Score -52160.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -440428.718750 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440428.7 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -441528.937500 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441528.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -441707.375000 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441707.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -441818.906250 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441818.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -441927.031250 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441927 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -442008.625000 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -442008.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -442061.187500 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -442061.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -442108.406250 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442108.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -442154.218750 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442154.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -442196.343750 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442196.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -442234.312500 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442234.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -442267.093750 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442267.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -442308.406250 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442308.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -442355.000000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442355 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -442405.218750 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442405.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -442458.125000 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442458.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -442506.968750 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -442553.562500 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442553.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -442611.656250 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442611.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -442671.468750 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442671.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -442733.625000 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442733.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -442805.312500 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442805.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -442877.406250 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442877.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -442933.875000 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442933.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -442982.718750 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442982.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -443020.468750 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -443020.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -443057.968750 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -443058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -443078.156250 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -443078.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -443092.937500 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -443092.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -443111.843750 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -443111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -443129.218750 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -443129.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -443148.343750 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -443148.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -443167.093750 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -443167.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -443184.562500 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -443184.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -443199.187500 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -443199.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -443214.781250 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -443214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -443227.312500 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -443227.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -443245.968750 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -443246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -443259.781250 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -443259.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -443273.843750 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -443273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -443282.062500 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -443282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -443291.875000 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -443291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -443292.218750 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -443292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -443294.812500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -443294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -443296.562500 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -443296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -443296.562500 Penalty: 4246.834473
	Iteration 45F: 3 clusters Score -443296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (76432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Entering Unmasked Estep 
Score: -8222578.500000 Penalty: 2788.550781
	Iteration 0F: 2 clusters Score -8222578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8172425.500000 Penalty: 5577.101562
	Iteration 0F: 3 clusters Score -8172426 nChanged 35897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8192629.000000 Penalty: 5577.101562
	Iteration 1F: 3 clusters Score -8192629 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -8193226.500000 Penalty: 5577.101562
	Iteration 2Q: 3 clusters Score -8193226 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -8193777.500000 Penalty: 5577.101562
	Iteration 3Q: 3 clusters Score -8193778 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -8194270.500000 Penalty: 5577.101562
	Iteration 4Q: 3 clusters Score -8194270 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8195049.500000 Penalty: 5577.101562
	Iteration 5Q: 3 clusters Score -8195050 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -8196347.500000 Penalty: 5577.101562
	Iteration 6Q: 3 clusters Score -8196348 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -8198561.000000 Penalty: 5577.101562
	Iteration 7F: 3 clusters Score -8198561 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -8202365.500000 Penalty: 5577.101562
	Iteration 8F: 3 clusters Score -8202366 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8207660.000000 Penalty: 5577.101562
	Iteration 9F: 3 clusters Score -8207660 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -8213058.500000 Penalty: 5577.101562
	Iteration 10F: 3 clusters Score -8213058 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -8216977.000000 Penalty: 5577.101562
	Iteration 11F: 3 clusters Score -8216977 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -8218834.000000 Penalty: 5577.101562
	Iteration 12Q: 3 clusters Score -8218834 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -8219554.500000 Penalty: 5577.101562
	Iteration 13Q: 3 clusters Score -8219554 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -8219828.500000 Penalty: 5577.101562
	Iteration 14Q: 3 clusters Score -8219828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -8219929.000000 Penalty: 5577.101562
	Iteration 15Q: 3 clusters Score -8219929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -8219998.000000 Penalty: 5577.101562
	Iteration 16Q: 3 clusters Score -8219998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -8220035.500000 Penalty: 5577.101562
	Iteration 17Q: 3 clusters Score -8220036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -8220072.000000 Penalty: 5577.101562
	Iteration 18Q: 3 clusters Score -8220072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -8220097.000000 Penalty: 5577.101562
	Iteration 19Q: 3 clusters Score -8220097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8220118.000000 Penalty: 5577.101562
	Iteration 20F: 3 clusters Score -8220118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -8220120.500000 Penalty: 5577.101562
	Iteration 21Q: 3 clusters Score -8220120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8220118.000000 Penalty: 5577.101562
	Iteration 22Q: 3 clusters Score -8220118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8220118.000000 Penalty: 5577.101562
	Iteration 23F: 3 clusters Score -8220118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Entering Unmasked Estep 
Score: -3087352.000000 Penalty: 2617.899658
	Iteration 0F: 2 clusters Score -3087352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3061239.500000 Penalty: 5235.799316
	Iteration 0F: 3 clusters Score -3061240 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3070980.500000 Penalty: 5235.799316
	Iteration 1F: 3 clusters Score -3070980 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3071664.500000 Penalty: 5235.799316
	Iteration 2Q: 3 clusters Score -3071664 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3072453.750000 Penalty: 5235.799316
	Iteration 3Q: 3 clusters Score -3072454 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3073357.750000 Penalty: 5235.799316
	Iteration 4Q: 3 clusters Score -3073358 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3074556.750000 Penalty: 5235.799316
	Iteration 5F: 3 clusters Score -3074557 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3076028.500000 Penalty: 5235.799316
	Iteration 6F: 3 clusters Score -3076028 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3077700.250000 Penalty: 5235.799316
	Iteration 7F: 3 clusters Score -3077700 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3079425.250000 Penalty: 5235.799316
	Iteration 8F: 3 clusters Score -3079425 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3081050.250000 Penalty: 5235.799316
	Iteration 9F: 3 clusters Score -3081050 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3082396.750000 Penalty: 5235.799316
	Iteration 10Q: 3 clusters Score -3082397 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3083349.250000 Penalty: 5235.799316
	Iteration 11Q: 3 clusters Score -3083349 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3083990.250000 Penalty: 5235.799316
	Iteration 12Q: 3 clusters Score -3083990 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3084366.250000 Penalty: 5235.799316
	Iteration 13Q: 3 clusters Score -3084366 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3084633.250000 Penalty: 5235.799316
	Iteration 14Q: 3 clusters Score -3084633 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3084791.000000 Penalty: 5235.799316
	Iteration 15Q: 3 clusters Score -3084791 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3084867.250000 Penalty: 5235.799316
	Iteration 16Q: 3 clusters Score -3084867 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3084926.000000 Penalty: 5235.799316
	Iteration 17Q: 3 clusters Score -3084926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3084993.250000 Penalty: 5235.799316
	Iteration 18Q: 3 clusters Score -3084993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3085037.750000 Penalty: 5235.799316
	Iteration 19Q: 3 clusters Score -3085038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3085063.000000 Penalty: 5235.799316
	Iteration 20F: 3 clusters Score -3085063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3085084.250000 Penalty: 5235.799316
	Iteration 21Q: 3 clusters Score -3085084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3085108.000000 Penalty: 5235.799316
	Iteration 22Q: 3 clusters Score -3085108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3085125.250000 Penalty: 5235.799316
	Iteration 23Q: 3 clusters Score -3085125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3085142.250000 Penalty: 5235.799316
	Iteration 24Q: 3 clusters Score -3085142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3085153.000000 Penalty: 5235.799316
	Iteration 25Q: 3 clusters Score -3085153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3085158.750000 Penalty: 5235.799316
	Iteration 26Q: 3 clusters Score -3085159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3085165.750000 Penalty: 5235.799316
	Iteration 27Q: 3 clusters Score -3085166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3085173.250000 Penalty: 5235.799316
	Iteration 28Q: 3 clusters Score -3085173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3085181.750000 Penalty: 5235.799316
	Iteration 29Q: 3 clusters Score -3085182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3085194.750000 Penalty: 5235.799316
	Iteration 30Q: 3 clusters Score -3085195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3085202.000000 Penalty: 5235.799316
	Iteration 31Q: 3 clusters Score -3085202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3085202.500000 Penalty: 5235.799316
	Iteration 32Q: 3 clusters Score -3085202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3085203.000000 Penalty: 5235.799316
	Iteration 33Q: 3 clusters Score -3085203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3085204.750000 Penalty: 5235.799316
	Iteration 34Q: 3 clusters Score -3085205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3085205.500000 Penalty: 5235.799316
	Iteration 35Q: 3 clusters Score -3085206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3085205.750000 Penalty: 5235.799316
	Iteration 36Q: 3 clusters Score -3085206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3085205.500000 Penalty: 5235.799316
	Iteration 37Q: 3 clusters Score -3085206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3085205.750000 Penalty: 5235.799316
	Iteration 38Q: 3 clusters Score -3085206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3085205.750000 Penalty: 5235.799316
	Iteration 39F: 3 clusters Score -3085206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294025.406250 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -294025.4 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -294823.000000 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294823 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -295029.843750 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295029.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -295157.281250 Penalty: 4085.527100
	Iteration 3Q: 3 clusters Score -295157.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -295235.843750 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295235.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -295313.312500 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295313.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -295372.062500 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295372.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -295415.187500 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295415.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -295461.875000 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295461.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -295495.218750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295495.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295519.437500 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295519.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -295542.250000 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295542.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -295563.625000 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295563.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -295579.968750 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -295589.687500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -295589.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295600.656250 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -295600.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295611.625000 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -295611.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295616.906250 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -295616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -295626.500000 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -295626.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -295637.062500 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -295637.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295643.687500 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -295643.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -295648.531250 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -295648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -295654.812500 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -295654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295658.875000 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -295658.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -295664.750000 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -295664.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -295674.406250 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -295674.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -295683.468750 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -295683.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -295689.718750 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -295689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295692.906250 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -295692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -295695.000000 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -295695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295696.625000 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -295696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -295699.843750 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -295699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -295703.875000 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -295703.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -295707.968750 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -295708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -295710.093750 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -295710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -295712.343750 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -295712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -295716.031250 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -295716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295718.843750 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -295718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -295719.906250 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -295719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -295720.937500 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -295720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -295723.593750 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -295723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -295725.000000 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -295725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -295727.031250 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -295727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -295729.000000 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -295729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -295731.625000 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -295731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -295733.718750 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -295733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295737.125000 Penalty: 4085.527100
	Iteration 46Q: 3 clusters Score -295737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -295741.781250 Penalty: 4085.527100
	Iteration 47Q: 3 clusters Score -295741.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -295746.281250 Penalty: 4085.527100
	Iteration 48Q: 3 clusters Score -295746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -295750.093750 Penalty: 4085.527100
	Iteration 49Q: 3 clusters Score -295750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -295754.625000 Penalty: 4085.527100
	Iteration 50Q: 3 clusters Score -295754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -295758.093750 Penalty: 4085.527100
	Iteration 51Q: 3 clusters Score -295758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295760.593750 Penalty: 4085.527100
	Iteration 52Q: 3 clusters Score -295760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -295762.781250 Penalty: 4085.527100
	Iteration 53Q: 3 clusters Score -295762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295765.343750 Penalty: 4085.527100
	Iteration 54Q: 3 clusters Score -295765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -295769.406250 Penalty: 4085.527100
	Iteration 55Q: 3 clusters Score -295769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -295774.906250 Penalty: 4085.527100
	Iteration 56Q: 3 clusters Score -295774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -295782.562500 Penalty: 4085.527100
	Iteration 57Q: 3 clusters Score -295782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -295788.843750 Penalty: 4085.527100
	Iteration 58Q: 3 clusters Score -295788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -295797.187500 Penalty: 4085.527100
	Iteration 59Q: 3 clusters Score -295797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -295804.312500 Penalty: 4085.527100
	Iteration 60F: 3 clusters Score -295804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -295808.875000 Penalty: 4085.527100
	Iteration 61Q: 3 clusters Score -295808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -295814.687500 Penalty: 4085.527100
	Iteration 62Q: 3 clusters Score -295814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -295820.906250 Penalty: 4085.527100
	Iteration 63Q: 3 clusters Score -295820.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -295827.250000 Penalty: 4085.527100
	Iteration 64Q: 3 clusters Score -295827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -295833.187500 Penalty: 4085.527100
	Iteration 65Q: 3 clusters Score -295833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -295841.343750 Penalty: 4085.527100
	Iteration 66Q: 3 clusters Score -295841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -295853.343750 Penalty: 4085.527100
	Iteration 67Q: 3 clusters Score -295853.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -295862.437500 Penalty: 4085.527100
	Iteration 68Q: 3 clusters Score -295862.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -295875.312500 Penalty: 4085.527100
	Iteration 69Q: 3 clusters Score -295875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -295887.312500 Penalty: 4085.527100
	Iteration 70Q: 3 clusters Score -295887.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -295898.500000 Penalty: 4085.527100
	Iteration 71Q: 3 clusters Score -295898.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -295906.531250 Penalty: 4085.527100
	Iteration 72Q: 3 clusters Score -295906.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -295916.468750 Penalty: 4085.527100
	Iteration 73Q: 3 clusters Score -295916.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -295923.625000 Penalty: 4085.527100
	Iteration 74Q: 3 clusters Score -295923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -295929.156250 Penalty: 4085.527100
	Iteration 75Q: 3 clusters Score -295929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -295931.656250 Penalty: 4085.527100
	Iteration 76Q: 3 clusters Score -295931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -295935.531250 Penalty: 4085.527100
	Iteration 77Q: 3 clusters Score -295935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -295940.375000 Penalty: 4085.527100
	Iteration 78Q: 3 clusters Score -295940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -295943.593750 Penalty: 4085.527100
	Iteration 79Q: 3 clusters Score -295943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -295948.750000 Penalty: 4085.527100
	Iteration 80F: 3 clusters Score -295948.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -295952.093750 Penalty: 4085.527100
	Iteration 81Q: 3 clusters Score -295952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -295957.093750 Penalty: 4085.527100
	Iteration 82Q: 3 clusters Score -295957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -295960.625000 Penalty: 4085.527100
	Iteration 83Q: 3 clusters Score -295960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -295962.593750 Penalty: 4085.527100
	Iteration 84Q: 3 clusters Score -295962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -295964.500000 Penalty: 4085.527100
	Iteration 85Q: 3 clusters Score -295964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -295965.843750 Penalty: 4085.527100
	Iteration 86Q: 3 clusters Score -295965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -295967.656250 Penalty: 4085.527100
	Iteration 87Q: 3 clusters Score -295967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -295971.531250 Penalty: 4085.527100
	Iteration 88Q: 3 clusters Score -295971.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -295973.781250 Penalty: 4085.527100
	Iteration 89Q: 3 clusters Score -295973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -295974.437500 Penalty: 4085.527100
	Iteration 90Q: 3 clusters Score -295974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -295974.531250 Penalty: 4085.527100
	Iteration 91Q: 3 clusters Score -295974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -295974.531250 Penalty: 4085.527100
	Iteration 92F: 3 clusters Score -295974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Entering Unmasked Estep 
Score: -2740403.500000 Penalty: 2593.150391
	Iteration 0F: 2 clusters Score -2740404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2716749.250000 Penalty: 5186.300781
	Iteration 0F: 3 clusters Score -2716749 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2725233.750000 Penalty: 5186.300781
	Iteration 1F: 3 clusters Score -2725234 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2725787.750000 Penalty: 5186.300781
	Iteration 2Q: 3 clusters Score -2725788 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2726311.750000 Penalty: 5186.300781
	Iteration 3Q: 3 clusters Score -2726312 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2726932.000000 Penalty: 5186.300781
	Iteration 4Q: 3 clusters Score -2726932 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2727668.250000 Penalty: 5186.300781
	Iteration 5Q: 3 clusters Score -2727668 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2728575.250000 Penalty: 5186.300781
	Iteration 6Q: 3 clusters Score -2728575 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2729659.000000 Penalty: 5186.300781
	Iteration 7F: 3 clusters Score -2729659 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2730928.000000 Penalty: 5186.300781
	Iteration 8F: 3 clusters Score -2730928 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2732189.250000 Penalty: 5186.300781
	Iteration 9F: 3 clusters Score -2732189 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2733378.250000 Penalty: 5186.300781
	Iteration 10F: 3 clusters Score -2733378 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2734472.000000 Penalty: 5186.300781
	Iteration 11Q: 3 clusters Score -2734472 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2735337.000000 Penalty: 5186.300781
	Iteration 12Q: 3 clusters Score -2735337 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2735868.000000 Penalty: 5186.300781
	Iteration 13Q: 3 clusters Score -2735868 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2736194.500000 Penalty: 5186.300781
	Iteration 14Q: 3 clusters Score -2736194 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2736457.500000 Penalty: 5186.300781
	Iteration 15Q: 3 clusters Score -2736458 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2736677.250000 Penalty: 5186.300781
	Iteration 16Q: 3 clusters Score -2736677 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2736845.250000 Penalty: 5186.300781
	Iteration 17Q: 3 clusters Score -2736845 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2736996.250000 Penalty: 5186.300781
	Iteration 18Q: 3 clusters Score -2736996 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2737101.000000 Penalty: 5186.300781
	Iteration 19Q: 3 clusters Score -2737101 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2737215.500000 Penalty: 5186.300781
	Iteration 20F: 3 clusters Score -2737216 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2737275.750000 Penalty: 5186.300781
	Iteration 21Q: 3 clusters Score -2737276 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2737349.250000 Penalty: 5186.300781
	Iteration 22Q: 3 clusters Score -2737349 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2737402.000000 Penalty: 5186.300781
	Iteration 23Q: 3 clusters Score -2737402 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2737446.750000 Penalty: 5186.300781
	Iteration 24Q: 3 clusters Score -2737447 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2737509.750000 Penalty: 5186.300781
	Iteration 25Q: 3 clusters Score -2737510 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2737539.000000 Penalty: 5186.300781
	Iteration 26Q: 3 clusters Score -2737539 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2737565.500000 Penalty: 5186.300781
	Iteration 27Q: 3 clusters Score -2737566 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2737596.000000 Penalty: 5186.300781
	Iteration 28Q: 3 clusters Score -2737596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2737607.750000 Penalty: 5186.300781
	Iteration 29Q: 3 clusters Score -2737608 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2737623.000000 Penalty: 5186.300781
	Iteration 30Q: 3 clusters Score -2737623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2737638.500000 Penalty: 5186.300781
	Iteration 31Q: 3 clusters Score -2737638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2737660.000000 Penalty: 5186.300781
	Iteration 32Q: 3 clusters Score -2737660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2737678.000000 Penalty: 5186.300781
	Iteration 33Q: 3 clusters Score -2737678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2737703.250000 Penalty: 5186.300781
	Iteration 34Q: 3 clusters Score -2737703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2737709.500000 Penalty: 5186.300781
	Iteration 35Q: 3 clusters Score -2737710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2737726.250000 Penalty: 5186.300781
	Iteration 36Q: 3 clusters Score -2737726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2737747.000000 Penalty: 5186.300781
	Iteration 37Q: 3 clusters Score -2737747 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2737767.500000 Penalty: 5186.300781
	Iteration 38Q: 3 clusters Score -2737768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2737803.000000 Penalty: 5186.300781
	Iteration 39Q: 3 clusters Score -2737803 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2737824.500000 Penalty: 5186.300781
	Iteration 40F: 3 clusters Score -2737824 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2737841.500000 Penalty: 5186.300781
	Iteration 41Q: 3 clusters Score -2737842 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2737856.250000 Penalty: 5186.300781
	Iteration 42Q: 3 clusters Score -2737856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2737877.000000 Penalty: 5186.300781
	Iteration 43Q: 3 clusters Score -2737877 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2737882.000000 Penalty: 5186.300781
	Iteration 44Q: 3 clusters Score -2737882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2737899.250000 Penalty: 5186.300781
	Iteration 45Q: 3 clusters Score -2737899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2737911.750000 Penalty: 5186.300781
	Iteration 46Q: 3 clusters Score -2737912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2737922.750000 Penalty: 5186.300781
	Iteration 47Q: 3 clusters Score -2737923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2737931.500000 Penalty: 5186.300781
	Iteration 48Q: 3 clusters Score -2737932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2737944.250000 Penalty: 5186.300781
	Iteration 49Q: 3 clusters Score -2737944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2737950.750000 Penalty: 5186.300781
	Iteration 50Q: 3 clusters Score -2737951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2737967.750000 Penalty: 5186.300781
	Iteration 51Q: 3 clusters Score -2737968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2737956.500000 Penalty: 5186.300781
	Iteration 52Q: 3 clusters Score -2737956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2737960.250000 Penalty: 5186.300781
	Iteration 53Q: 3 clusters Score -2737960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2737959.750000 Penalty: 5186.300781
	Iteration 54Q: 3 clusters Score -2737960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -2737964.750000 Penalty: 5186.300781
	Iteration 55Q: 3 clusters Score -2737965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2737970.750000 Penalty: 5186.300781
	Iteration 56Q: 3 clusters Score -2737971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2737971.000000 Penalty: 5186.300781
	Iteration 57Q: 3 clusters Score -2737971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2737978.250000 Penalty: 5186.300781
	Iteration 58Q: 3 clusters Score -2737978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2737981.250000 Penalty: 5186.300781
	Iteration 59Q: 3 clusters Score -2737981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2737984.250000 Penalty: 5186.300781
	Iteration 60F: 3 clusters Score -2737984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2737991.500000 Penalty: 5186.300781
	Iteration 61Q: 3 clusters Score -2737992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2738000.250000 Penalty: 5186.300781
	Iteration 62Q: 3 clusters Score -2738000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2738007.750000 Penalty: 5186.300781
	Iteration 63Q: 3 clusters Score -2738008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2738014.000000 Penalty: 5186.300781
	Iteration 64Q: 3 clusters Score -2738014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2738026.000000 Penalty: 5186.300781
	Iteration 65Q: 3 clusters Score -2738026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2738030.750000 Penalty: 5186.300781
	Iteration 66Q: 3 clusters Score -2738031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -2738034.250000 Penalty: 5186.300781
	Iteration 67Q: 3 clusters Score -2738034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2738040.000000 Penalty: 5186.300781
	Iteration 68Q: 3 clusters Score -2738040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2738030.500000 Penalty: 5186.300781
	Iteration 69Q: 3 clusters Score -2738030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2738038.500000 Penalty: 5186.300781
	Iteration 70Q: 3 clusters Score -2738038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2738033.500000 Penalty: 5186.300781
	Iteration 71Q: 3 clusters Score -2738034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2738039.250000 Penalty: 5186.300781
	Iteration 72Q: 3 clusters Score -2738039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -2738041.500000 Penalty: 5186.300781
	Iteration 73Q: 3 clusters Score -2738042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2738050.250000 Penalty: 5186.300781
	Iteration 74Q: 3 clusters Score -2738050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2738056.000000 Penalty: 5186.300781
	Iteration 75Q: 3 clusters Score -2738056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2738059.000000 Penalty: 5186.300781
	Iteration 76Q: 3 clusters Score -2738059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2738061.500000 Penalty: 5186.300781
	Iteration 77Q: 3 clusters Score -2738062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -2738068.000000 Penalty: 5186.300781
	Iteration 78Q: 3 clusters Score -2738068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -2738072.000000 Penalty: 5186.300781
	Iteration 79Q: 3 clusters Score -2738072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2738077.750000 Penalty: 5186.300781
	Iteration 80F: 3 clusters Score -2738078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2738077.750000 Penalty: 5186.300781
	Iteration 81Q: 3 clusters Score -2738078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2738077.500000 Penalty: 5186.300781
	Iteration 82Q: 3 clusters Score -2738078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2738081.500000 Penalty: 5186.300781
	Iteration 83Q: 3 clusters Score -2738082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2738093.000000 Penalty: 5186.300781
	Iteration 84Q: 3 clusters Score -2738093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2738109.250000 Penalty: 5186.300781
	Iteration 85Q: 3 clusters Score -2738109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2738115.000000 Penalty: 5186.300781
	Iteration 86Q: 3 clusters Score -2738115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2738112.250000 Penalty: 5186.300781
	Iteration 87Q: 3 clusters Score -2738112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2738109.250000 Penalty: 5186.300781
	Iteration 88Q: 3 clusters Score -2738109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2738112.250000 Penalty: 5186.300781
	Iteration 89Q: 3 clusters Score -2738112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -2738120.250000 Penalty: 5186.300781
	Iteration 90Q: 3 clusters Score -2738120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -2738118.750000 Penalty: 5186.300781
	Iteration 91Q: 3 clusters Score -2738119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -2738128.000000 Penalty: 5186.300781
	Iteration 92Q: 3 clusters Score -2738128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -2738129.250000 Penalty: 5186.300781
	Iteration 93Q: 3 clusters Score -2738129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2738128.750000 Penalty: 5186.300781
	Iteration 94Q: 3 clusters Score -2738129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -2738134.500000 Penalty: 5186.300781
	Iteration 95Q: 3 clusters Score -2738134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -2738135.500000 Penalty: 5186.300781
	Iteration 96Q: 3 clusters Score -2738136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -2738137.000000 Penalty: 5186.300781
	Iteration 97Q: 3 clusters Score -2738137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -2738133.500000 Penalty: 5186.300781
	Iteration 98Q: 3 clusters Score -2738134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -2738145.250000 Penalty: 5186.300781
	Iteration 99Q: 3 clusters Score -2738145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2738145.500000 Penalty: 5186.300781
	Iteration 100F: 3 clusters Score -2738146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -2738144.750000 Penalty: 5186.300781
	Iteration 101Q: 3 clusters Score -2738145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -2738150.000000 Penalty: 5186.300781
	Iteration 102Q: 3 clusters Score -2738150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2738149.750000 Penalty: 5186.300781
	Iteration 103Q: 3 clusters Score -2738150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -2738145.250000 Penalty: 5186.300781
	Iteration 104Q: 3 clusters Score -2738145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2738142.000000 Penalty: 5186.300781
	Iteration 105Q: 3 clusters Score -2738142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -2738141.000000 Penalty: 5186.300781
	Iteration 106Q: 3 clusters Score -2738141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2738142.250000 Penalty: 5186.300781
	Iteration 107Q: 3 clusters Score -2738142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -2738144.000000 Penalty: 5186.300781
	Iteration 108Q: 3 clusters Score -2738144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -2738145.000000 Penalty: 5186.300781
	Iteration 109Q: 3 clusters Score -2738145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -2738144.000000 Penalty: 5186.300781
	Iteration 110Q: 3 clusters Score -2738144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2738140.000000 Penalty: 5186.300781
	Iteration 111Q: 3 clusters Score -2738140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2738139.250000 Penalty: 5186.300781
	Iteration 112Q: 3 clusters Score -2738139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -2738136.750000 Penalty: 5186.300781
	Iteration 113Q: 3 clusters Score -2738137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2738137.000000 Penalty: 5186.300781
	Iteration 114Q: 3 clusters Score -2738137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -2738137.250000 Penalty: 5186.300781
	Iteration 115Q: 3 clusters Score -2738137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -2738131.000000 Penalty: 5186.300781
	Iteration 116Q: 3 clusters Score -2738131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -2738131.000000 Penalty: 5186.300781
	Iteration 117F: 3 clusters Score -2738131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -224489.671875 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -224489.7 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 1534 members 
Entering Unmasked Estep 
Score: -221197.843750 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -221197.8 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -221924.546875 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -221924.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -222123.046875 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -222123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -222284.546875 Penalty: 3984.050537
	Iteration 3Q: 3 clusters Score -222284.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -222455.187500 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -222455.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -222605.484375 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -222605.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -222702.687500 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -222702.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -222789.234375 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -222789.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -222863.937500 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -222863.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -222933.843750 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -222933.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -222986.343750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -222986.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -223032.078125 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -223032.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -223071.281250 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -223071.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -223103.312500 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -223103.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -223123.468750 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -223123.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -223136.125000 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -223136.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -223156.171875 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -223156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -223173.671875 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -223173.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223199.234375 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -223199.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -223219.546875 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -223219.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -223235.562500 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -223235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -223249.531250 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -223249.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -223267.359375 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -223267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -223279.218750 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -223279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -223287.140625 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -223287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -223289.265625 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -223289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223290.015625 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -223290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -223291.390625 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -223291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223293.109375 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -223293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223293.781250 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -223293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223294.750000 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -223294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223295.250000 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -223295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -223295.250000 Penalty: 3984.050537
	Iteration 32F: 3 clusters Score -223295.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -187671.375000 Penalty: 1964.720825
	Iteration 0F: 2 clusters Score -187671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -184587.437500 Penalty: 3929.441650
	Iteration 0F: 3 clusters Score -184587.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -185350.093750 Penalty: 3929.441650
	Iteration 1F: 3 clusters Score -185350.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -185676.500000 Penalty: 3929.441650
	Iteration 2F: 3 clusters Score -185676.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -185919.890625 Penalty: 3929.441650
	Iteration 3F: 3 clusters Score -185919.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -186166.656250 Penalty: 3929.441650
	Iteration 4F: 3 clusters Score -186166.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -186386.218750 Penalty: 3929.441650
	Iteration 5F: 3 clusters Score -186386.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -186550.250000 Penalty: 3929.441650
	Iteration 6Q: 3 clusters Score -186550.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -186722.703125 Penalty: 3929.441650
	Iteration 7Q: 3 clusters Score -186722.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -186818.609375 Penalty: 3929.441650
	Iteration 8Q: 3 clusters Score -186818.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -186886.406250 Penalty: 3929.441650
	Iteration 9Q: 3 clusters Score -186886.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -186921.843750 Penalty: 3929.441650
	Iteration 10Q: 3 clusters Score -186921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -186942.109375 Penalty: 3929.441650
	Iteration 11Q: 3 clusters Score -186942.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -186949.968750 Penalty: 3929.441650
	Iteration 12Q: 3 clusters Score -186950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -186952.640625 Penalty: 3929.441650
	Iteration 13Q: 3 clusters Score -186952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -186954.875000 Penalty: 3929.441650
	Iteration 14Q: 3 clusters Score -186954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -186956.468750 Penalty: 3929.441650
	Iteration 15Q: 3 clusters Score -186956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -186958.078125 Penalty: 3929.441650
	Iteration 16Q: 3 clusters Score -186958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -186958.078125 Penalty: 3929.441650
	Iteration 17F: 3 clusters Score -186958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -463749.437500 Penalty: 2153.983154
	Iteration 0F: 2 clusters Score -463749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -458687.437500 Penalty: 4307.966309
	Iteration 0F: 3 clusters Score -458687.4 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -459986.437500 Penalty: 4307.966309
	Iteration 1F: 3 clusters Score -459986.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -460243.625000 Penalty: 4307.966309
	Iteration 2F: 3 clusters Score -460243.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -460407.843750 Penalty: 4307.966309
	Iteration 3F: 3 clusters Score -460407.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -460528.437500 Penalty: 4307.966309
	Iteration 4Q: 3 clusters Score -460528.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -460630.812500 Penalty: 4307.966309
	Iteration 5Q: 3 clusters Score -460630.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -460721.375000 Penalty: 4307.966309
	Iteration 6Q: 3 clusters Score -460721.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -460804.687500 Penalty: 4307.966309
	Iteration 7Q: 3 clusters Score -460804.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -460897.562500 Penalty: 4307.966309
	Iteration 8Q: 3 clusters Score -460897.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -460997.718750 Penalty: 4307.966309
	Iteration 9Q: 3 clusters Score -460997.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -461092.593750 Penalty: 4307.966309
	Iteration 10Q: 3 clusters Score -461092.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -461163.968750 Penalty: 4307.966309
	Iteration 11Q: 3 clusters Score -461164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -461220.812500 Penalty: 4307.966309
	Iteration 12Q: 3 clusters Score -461220.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -461265.250000 Penalty: 4307.966309
	Iteration 13Q: 3 clusters Score -461265.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -461298.937500 Penalty: 4307.966309
	Iteration 14Q: 3 clusters Score -461298.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -461336.281250 Penalty: 4307.966309
	Iteration 15Q: 3 clusters Score -461336.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461377.875000 Penalty: 4307.966309
	Iteration 16Q: 3 clusters Score -461377.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -461409.312500 Penalty: 4307.966309
	Iteration 17Q: 3 clusters Score -461409.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -461437.062500 Penalty: 4307.966309
	Iteration 18Q: 3 clusters Score -461437.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -461452.718750 Penalty: 4307.966309
	Iteration 19Q: 3 clusters Score -461452.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -461466.062500 Penalty: 4307.966309
	Iteration 20F: 3 clusters Score -461466.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -461477.031250 Penalty: 4307.966309
	Iteration 21Q: 3 clusters Score -461477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -461489.187500 Penalty: 4307.966309
	Iteration 22Q: 3 clusters Score -461489.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -461502.406250 Penalty: 4307.966309
	Iteration 23Q: 3 clusters Score -461502.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -461516.000000 Penalty: 4307.966309
	Iteration 24Q: 3 clusters Score -461516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -461524.187500 Penalty: 4307.966309
	Iteration 25Q: 3 clusters Score -461524.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -461533.937500 Penalty: 4307.966309
	Iteration 26Q: 3 clusters Score -461533.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -461542.031250 Penalty: 4307.966309
	Iteration 27Q: 3 clusters Score -461542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -461553.218750 Penalty: 4307.966309
	Iteration 28Q: 3 clusters Score -461553.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -461566.031250 Penalty: 4307.966309
	Iteration 29Q: 3 clusters Score -461566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -461577.000000 Penalty: 4307.966309
	Iteration 30Q: 3 clusters Score -461577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -461589.843750 Penalty: 4307.966309
	Iteration 31Q: 3 clusters Score -461589.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -461609.250000 Penalty: 4307.966309
	Iteration 32Q: 3 clusters Score -461609.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -461646.718750 Penalty: 4307.966309
	Iteration 33Q: 3 clusters Score -461646.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -461675.156250 Penalty: 4307.966309
	Iteration 34Q: 3 clusters Score -461675.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -461704.187500 Penalty: 4307.966309
	Iteration 35Q: 3 clusters Score -461704.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -461723.093750 Penalty: 4307.966309
	Iteration 36Q: 3 clusters Score -461723.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -461735.593750 Penalty: 4307.966309
	Iteration 37Q: 3 clusters Score -461735.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -461744.781250 Penalty: 4307.966309
	Iteration 38Q: 3 clusters Score -461744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -461752.218750 Penalty: 4307.966309
	Iteration 39Q: 3 clusters Score -461752.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461761.125000 Penalty: 4307.966309
	Iteration 40F: 3 clusters Score -461761.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -461770.343750 Penalty: 4307.966309
	Iteration 41Q: 3 clusters Score -461770.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -461780.031250 Penalty: 4307.966309
	Iteration 42Q: 3 clusters Score -461780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -461790.187500 Penalty: 4307.966309
	Iteration 43Q: 3 clusters Score -461790.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -461799.125000 Penalty: 4307.966309
	Iteration 44Q: 3 clusters Score -461799.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -461808.406250 Penalty: 4307.966309
	Iteration 45Q: 3 clusters Score -461808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -461816.906250 Penalty: 4307.966309
	Iteration 46Q: 3 clusters Score -461816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -461820.593750 Penalty: 4307.966309
	Iteration 47Q: 3 clusters Score -461820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -461822.500000 Penalty: 4307.966309
	Iteration 48Q: 3 clusters Score -461822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -461823.968750 Penalty: 4307.966309
	Iteration 49Q: 3 clusters Score -461824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -461824.500000 Penalty: 4307.966309
	Iteration 50Q: 3 clusters Score -461824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -461824.500000 Penalty: 4307.966309
	Iteration 51F: 3 clusters Score -461824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -480871.781250 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -480871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -475527.625000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -475527.6 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -476974.125000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -476974.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -477224.593750 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -477224.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -477411.718750 Penalty: 4348.981445
	Iteration 3F: 3 clusters Score -477411.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -477570.718750 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -477570.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -477738.562500 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -477738.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -477896.312500 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -477896.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -478041.750000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -478041.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -478192.125000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -478192.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -478349.187500 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -478349.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -478510.625000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -478510.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -478686.000000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -478686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -478858.781250 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -478858.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -479024.593750 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -479024.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -479171.062500 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -479171.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -479286.125000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -479286.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -479386.093750 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -479386.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -479495.625000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -479495.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -479635.156250 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -479635.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -479752.312500 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -479752.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -479828.625000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -479828.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -479879.125000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -479879.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -479914.781250 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -479914.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -479937.625000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -479937.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -479951.000000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -479951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -479962.406250 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -479962.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -479968.500000 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -479968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -479974.562500 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -479974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -479978.343750 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -479978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -479982.156250 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -479982.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -479983.468750 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -479983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -479986.500000 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -479986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -479987.125000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -479987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -479987.156250 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -479987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -479989.375000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -479989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -479989.875000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -479989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -479992.281250 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -479992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -479993.625000 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -479993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -479994.031250 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -479994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -479994.031250 Penalty: 4348.981445
	Iteration 39F: 3 clusters Score -479994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -68017.617188 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -68017.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66042.664062 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -66042.66 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -66347.968750 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -66347.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66448.281250 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -66448.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66517.718750 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -66517.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66586.656250 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -66586.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -66632.320312 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -66632.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66673.632812 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -66673.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66689.218750 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -66689.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66694.867188 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -66694.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66699.695312 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -66699.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66712.984375 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -66712.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -66722.671875 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -66722.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66729.695312 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -66729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66732.578125 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -66732.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -66734.890625 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -66734.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -66734.890625 Penalty: 3461.194092
	Iteration 15F: 3 clusters Score -66734.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (129927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Entering Unmasked Estep 
Score: -10461502.000000 Penalty: 2920.132568
	Iteration 0F: 2 clusters Score -1.04615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -10374262.000000 Penalty: 5840.265137
	Iteration 0F: 3 clusters Score -1.037426e+07 nChanged 62002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -10410426.000000 Penalty: 5840.265137
	Iteration 1F: 3 clusters Score -1.041043e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -10411447.000000 Penalty: 5840.265137
	Iteration 2Q: 3 clusters Score -1.041145e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -10412617.000000 Penalty: 5840.265137
	Iteration 3Q: 3 clusters Score -1.041262e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -10414705.000000 Penalty: 5840.265137
	Iteration 4Q: 3 clusters Score -1.04147e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -10417780.000000 Penalty: 5840.265137
	Iteration 5F: 3 clusters Score -1.041778e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -10422442.000000 Penalty: 5840.265137
	Iteration 6F: 3 clusters Score -1.042244e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -10428958.000000 Penalty: 5840.265137
	Iteration 7F: 3 clusters Score -1.042896e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -10436704.000000 Penalty: 5840.265137
	Iteration 8F: 3 clusters Score -1.04367e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -10444797.000000 Penalty: 5840.265137
	Iteration 9F: 3 clusters Score -1.04448e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122101 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -10451734.000000 Penalty: 5840.265137
	Iteration 10F: 3 clusters Score -1.045173e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -10455882.000000 Penalty: 5840.265137
	Iteration 11Q: 3 clusters Score -1.045588e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128466 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10457740.000000 Penalty: 5840.265137
	Iteration 12Q: 3 clusters Score -1.045774e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129207 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10458388.000000 Penalty: 5840.265137
	Iteration 13Q: 3 clusters Score -1.045839e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129428 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10458624.000000 Penalty: 5840.265137
	Iteration 14Q: 3 clusters Score -1.045862e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129515 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10458733.000000 Penalty: 5840.265137
	Iteration 15Q: 3 clusters Score -1.045873e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10458785.000000 Penalty: 5840.265137
	Iteration 16Q: 3 clusters Score -1.045878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10458814.000000 Penalty: 5840.265137
	Iteration 17Q: 3 clusters Score -1.045881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10458838.000000 Penalty: 5840.265137
	Iteration 18Q: 3 clusters Score -1.045884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129583 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10458846.000000 Penalty: 5840.265137
	Iteration 19Q: 3 clusters Score -1.045885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10458854.000000 Penalty: 5840.265137
	Iteration 20F: 3 clusters Score -1.045885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10458866.000000 Penalty: 5840.265137
	Iteration 21Q: 3 clusters Score -1.045887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129594 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10458867.000000 Penalty: 5840.265137
	Iteration 22Q: 3 clusters Score -1.045887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10458867.000000 Penalty: 5840.265137
	Iteration 23Q: 3 clusters Score -1.045887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10458873.000000 Penalty: 5840.265137
	Iteration 24Q: 3 clusters Score -1.045887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129596 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10458878.000000 Penalty: 5840.265137
	Iteration 25Q: 3 clusters Score -1.045888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10458891.000000 Penalty: 5840.265137
	Iteration 26Q: 3 clusters Score -1.045889e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10458912.000000 Penalty: 5840.265137
	Iteration 27Q: 3 clusters Score -1.045891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10458928.000000 Penalty: 5840.265137
	Iteration 28Q: 3 clusters Score -1.045893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129607 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10458931.000000 Penalty: 5840.265137
	Iteration 29Q: 3 clusters Score -1.045893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10458937.000000 Penalty: 5840.265137
	Iteration 30Q: 3 clusters Score -1.045894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129603 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10458937.000000 Penalty: 5840.265137
	Iteration 31Q: 3 clusters Score -1.045894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10458936.000000 Penalty: 5840.265137
	Iteration 32Q: 3 clusters Score -1.045894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10458929.000000 Penalty: 5840.265137
	Iteration 33Q: 3 clusters Score -1.045893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10458957.000000 Penalty: 5840.265137
	Iteration 34Q: 3 clusters Score -1.045896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10458975.000000 Penalty: 5840.265137
	Iteration 35Q: 3 clusters Score -1.045898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10458997.000000 Penalty: 5840.265137
	Iteration 36Q: 3 clusters Score -1.0459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10458999.000000 Penalty: 5840.265137
	Iteration 37Q: 3 clusters Score -1.0459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10459002.000000 Penalty: 5840.265137
	Iteration 38Q: 3 clusters Score -1.0459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10459002.000000 Penalty: 5840.265137
	Iteration 39F: 3 clusters Score -1.0459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -104541.148438 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -104541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -102141.789062 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -102141.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -102576.179688 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -102576.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -102748.734375 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -102748.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -102895.289062 Penalty: 3674.931641
	Iteration 3F: 3 clusters Score -102895.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103012.515625 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -103012.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103122.296875 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -103122.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103197.851562 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -103197.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103245.796875 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -103245.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103278.257812 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -103278.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103300.062500 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -103300.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103320.093750 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -103320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103332.570312 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -103332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103345.773438 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -103345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103356.218750 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -103356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103361.125000 Penalty: 3674.931641
	Iteration 14Q: 3 clusters Score -103361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103365.031250 Penalty: 3674.931641
	Iteration 15Q: 3 clusters Score -103365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103371.226562 Penalty: 3674.931641
	Iteration 16Q: 3 clusters Score -103371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103375.023438 Penalty: 3674.931641
	Iteration 17Q: 3 clusters Score -103375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103378.484375 Penalty: 3674.931641
	Iteration 18Q: 3 clusters Score -103378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103382.265625 Penalty: 3674.931641
	Iteration 19Q: 3 clusters Score -103382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103385.718750 Penalty: 3674.931641
	Iteration 20F: 3 clusters Score -103385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103387.804688 Penalty: 3674.931641
	Iteration 21Q: 3 clusters Score -103387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -103389.453125 Penalty: 3674.931641
	Iteration 22Q: 3 clusters Score -103389.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103391.421875 Penalty: 3674.931641
	Iteration 23Q: 3 clusters Score -103391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103396.421875 Penalty: 3674.931641
	Iteration 24Q: 3 clusters Score -103396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103397.312500 Penalty: 3674.931641
	Iteration 25Q: 3 clusters Score -103397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103403.039062 Penalty: 3674.931641
	Iteration 26Q: 3 clusters Score -103403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103408.851562 Penalty: 3674.931641
	Iteration 27Q: 3 clusters Score -103408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103413.179688 Penalty: 3674.931641
	Iteration 28Q: 3 clusters Score -103413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103415.132812 Penalty: 3674.931641
	Iteration 29Q: 3 clusters Score -103415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103418.687500 Penalty: 3674.931641
	Iteration 30Q: 3 clusters Score -103418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -103422.359375 Penalty: 3674.931641
	Iteration 31Q: 3 clusters Score -103422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103422.757812 Penalty: 3674.931641
	Iteration 32Q: 3 clusters Score -103422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103426.695312 Penalty: 3674.931641
	Iteration 33Q: 3 clusters Score -103426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103427.007812 Penalty: 3674.931641
	Iteration 34Q: 3 clusters Score -103427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103428.375000 Penalty: 3674.931641
	Iteration 35Q: 3 clusters Score -103428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103428.695312 Penalty: 3674.931641
	Iteration 36Q: 3 clusters Score -103428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103428.695312 Penalty: 3674.931641
	Iteration 37F: 3 clusters Score -103428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Entering Unmasked Estep 
Score: -1532753.125000 Penalty: 2465.779785
	Iteration 0F: 2 clusters Score -1532753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1518122.000000 Penalty: 4931.559570
	Iteration 0F: 3 clusters Score -1518122 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1523231.125000 Penalty: 4931.559570
	Iteration 1F: 3 clusters Score -1523231 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1523843.375000 Penalty: 4931.559570
	Iteration 2F: 3 clusters Score -1523843 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1524340.750000 Penalty: 4931.559570
	Iteration 3F: 3 clusters Score -1524341 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1524775.750000 Penalty: 4931.559570
	Iteration 4Q: 3 clusters Score -1524776 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1525166.875000 Penalty: 4931.559570
	Iteration 5Q: 3 clusters Score -1525167 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1525539.125000 Penalty: 4931.559570
	Iteration 6Q: 3 clusters Score -1525539 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1525865.375000 Penalty: 4931.559570
	Iteration 7Q: 3 clusters Score -1525865 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1526164.375000 Penalty: 4931.559570
	Iteration 8Q: 3 clusters Score -1526164 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1526432.000000 Penalty: 4931.559570
	Iteration 9Q: 3 clusters Score -1526432 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1526683.000000 Penalty: 4931.559570
	Iteration 10Q: 3 clusters Score -1526683 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1526965.125000 Penalty: 4931.559570
	Iteration 11Q: 3 clusters Score -1526965 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1527277.875000 Penalty: 4931.559570
	Iteration 12Q: 3 clusters Score -1527278 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1527588.625000 Penalty: 4931.559570
	Iteration 13Q: 3 clusters Score -1527589 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1527850.000000 Penalty: 4931.559570
	Iteration 14Q: 3 clusters Score -1527850 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1528079.250000 Penalty: 4931.559570
	Iteration 15Q: 3 clusters Score -1528079 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1528265.000000 Penalty: 4931.559570
	Iteration 16Q: 3 clusters Score -1528265 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1528417.625000 Penalty: 4931.559570
	Iteration 17Q: 3 clusters Score -1528418 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1528539.250000 Penalty: 4931.559570
	Iteration 18Q: 3 clusters Score -1528539 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1528642.125000 Penalty: 4931.559570
	Iteration 19Q: 3 clusters Score -1528642 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1528736.250000 Penalty: 4931.559570
	Iteration 20F: 3 clusters Score -1528736 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1528804.500000 Penalty: 4931.559570
	Iteration 21Q: 3 clusters Score -1528804 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1528863.625000 Penalty: 4931.559570
	Iteration 22Q: 3 clusters Score -1528864 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1528923.125000 Penalty: 4931.559570
	Iteration 23Q: 3 clusters Score -1528923 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1528959.625000 Penalty: 4931.559570
	Iteration 24Q: 3 clusters Score -1528960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1529002.000000 Penalty: 4931.559570
	Iteration 25Q: 3 clusters Score -1529002 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1529045.250000 Penalty: 4931.559570
	Iteration 26Q: 3 clusters Score -1529045 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1529089.625000 Penalty: 4931.559570
	Iteration 27Q: 3 clusters Score -1529090 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1529139.750000 Penalty: 4931.559570
	Iteration 28Q: 3 clusters Score -1529140 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1529186.250000 Penalty: 4931.559570
	Iteration 29Q: 3 clusters Score -1529186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1529231.750000 Penalty: 4931.559570
	Iteration 30Q: 3 clusters Score -1529232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1529256.750000 Penalty: 4931.559570
	Iteration 31Q: 3 clusters Score -1529257 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1529289.875000 Penalty: 4931.559570
	Iteration 32Q: 3 clusters Score -1529290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1529325.125000 Penalty: 4931.559570
	Iteration 33Q: 3 clusters Score -1529325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1529352.500000 Penalty: 4931.559570
	Iteration 34Q: 3 clusters Score -1529352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1529385.500000 Penalty: 4931.559570
	Iteration 35Q: 3 clusters Score -1529386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1529422.125000 Penalty: 4931.559570
	Iteration 36Q: 3 clusters Score -1529422 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1529446.000000 Penalty: 4931.559570
	Iteration 37Q: 3 clusters Score -1529446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1529481.500000 Penalty: 4931.559570
	Iteration 38Q: 3 clusters Score -1529482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1529519.875000 Penalty: 4931.559570
	Iteration 39Q: 3 clusters Score -1529520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1529566.875000 Penalty: 4931.559570
	Iteration 40F: 3 clusters Score -1529567 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1529611.125000 Penalty: 4931.559570
	Iteration 41Q: 3 clusters Score -1529611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1529659.500000 Penalty: 4931.559570
	Iteration 42Q: 3 clusters Score -1529660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1529719.000000 Penalty: 4931.559570
	Iteration 43Q: 3 clusters Score -1529719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1529800.000000 Penalty: 4931.559570
	Iteration 44Q: 3 clusters Score -1529800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1529878.625000 Penalty: 4931.559570
	Iteration 45Q: 3 clusters Score -1529879 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1529946.875000 Penalty: 4931.559570
	Iteration 46Q: 3 clusters Score -1529947 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1530022.375000 Penalty: 4931.559570
	Iteration 47Q: 3 clusters Score -1530022 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1530102.250000 Penalty: 4931.559570
	Iteration 48Q: 3 clusters Score -1530102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1530169.375000 Penalty: 4931.559570
	Iteration 49Q: 3 clusters Score -1530169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1530240.250000 Penalty: 4931.559570
	Iteration 50Q: 3 clusters Score -1530240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1530310.000000 Penalty: 4931.559570
	Iteration 51Q: 3 clusters Score -1530310 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1530366.500000 Penalty: 4931.559570
	Iteration 52Q: 3 clusters Score -1530366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1530422.000000 Penalty: 4931.559570
	Iteration 53Q: 3 clusters Score -1530422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1530472.375000 Penalty: 4931.559570
	Iteration 54Q: 3 clusters Score -1530472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1530507.750000 Penalty: 4931.559570
	Iteration 55Q: 3 clusters Score -1530508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1530538.875000 Penalty: 4931.559570
	Iteration 56Q: 3 clusters Score -1530539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1530565.750000 Penalty: 4931.559570
	Iteration 57Q: 3 clusters Score -1530566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1530600.500000 Penalty: 4931.559570
	Iteration 58Q: 3 clusters Score -1530600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1530629.000000 Penalty: 4931.559570
	Iteration 59Q: 3 clusters Score -1530629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1530652.500000 Penalty: 4931.559570
	Iteration 60F: 3 clusters Score -1530652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1530671.625000 Penalty: 4931.559570
	Iteration 61Q: 3 clusters Score -1530672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1530689.875000 Penalty: 4931.559570
	Iteration 62Q: 3 clusters Score -1530690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1530711.750000 Penalty: 4931.559570
	Iteration 63Q: 3 clusters Score -1530712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1530717.250000 Penalty: 4931.559570
	Iteration 64Q: 3 clusters Score -1530717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1530727.375000 Penalty: 4931.559570
	Iteration 65Q: 3 clusters Score -1530727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1530740.875000 Penalty: 4931.559570
	Iteration 66Q: 3 clusters Score -1530741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1530757.000000 Penalty: 4931.559570
	Iteration 67Q: 3 clusters Score -1530757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1530764.625000 Penalty: 4931.559570
	Iteration 68Q: 3 clusters Score -1530765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1530773.500000 Penalty: 4931.559570
	Iteration 69Q: 3 clusters Score -1530774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1530785.500000 Penalty: 4931.559570
	Iteration 70Q: 3 clusters Score -1530786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1530795.750000 Penalty: 4931.559570
	Iteration 71Q: 3 clusters Score -1530796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1530810.750000 Penalty: 4931.559570
	Iteration 72Q: 3 clusters Score -1530811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1530822.000000 Penalty: 4931.559570
	Iteration 73Q: 3 clusters Score -1530822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1530835.000000 Penalty: 4931.559570
	Iteration 74Q: 3 clusters Score -1530835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1530844.750000 Penalty: 4931.559570
	Iteration 75Q: 3 clusters Score -1530845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1530851.000000 Penalty: 4931.559570
	Iteration 76Q: 3 clusters Score -1530851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1530852.125000 Penalty: 4931.559570
	Iteration 77Q: 3 clusters Score -1530852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1530854.750000 Penalty: 4931.559570
	Iteration 78Q: 3 clusters Score -1530855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1530850.500000 Penalty: 4931.559570
	Iteration 79Q: 3 clusters Score -1530850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1530853.125000 Penalty: 4931.559570
	Iteration 80F: 3 clusters Score -1530853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1530860.375000 Penalty: 4931.559570
	Iteration 81Q: 3 clusters Score -1530860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1530859.250000 Penalty: 4931.559570
	Iteration 82Q: 3 clusters Score -1530859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1530864.500000 Penalty: 4931.559570
	Iteration 83Q: 3 clusters Score -1530864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1530866.750000 Penalty: 4931.559570
	Iteration 84Q: 3 clusters Score -1530867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1530873.000000 Penalty: 4931.559570
	Iteration 85Q: 3 clusters Score -1530873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1530875.625000 Penalty: 4931.559570
	Iteration 86Q: 3 clusters Score -1530876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1530885.500000 Penalty: 4931.559570
	Iteration 87Q: 3 clusters Score -1530886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1530891.500000 Penalty: 4931.559570
	Iteration 88Q: 3 clusters Score -1530892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1530899.500000 Penalty: 4931.559570
	Iteration 89Q: 3 clusters Score -1530900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1530907.250000 Penalty: 4931.559570
	Iteration 90Q: 3 clusters Score -1530907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1530916.750000 Penalty: 4931.559570
	Iteration 91Q: 3 clusters Score -1530917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1530926.875000 Penalty: 4931.559570
	Iteration 92Q: 3 clusters Score -1530927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1530931.500000 Penalty: 4931.559570
	Iteration 93Q: 3 clusters Score -1530932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1530936.625000 Penalty: 4931.559570
	Iteration 94Q: 3 clusters Score -1530937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1530938.875000 Penalty: 4931.559570
	Iteration 95Q: 3 clusters Score -1530939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1530942.625000 Penalty: 4931.559570
	Iteration 96Q: 3 clusters Score -1530943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1530943.250000 Penalty: 4931.559570
	Iteration 97Q: 3 clusters Score -1530943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1530943.250000 Penalty: 4931.559570
	Iteration 98Q: 3 clusters Score -1530943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1530951.250000 Penalty: 4931.559570
	Iteration 99Q: 3 clusters Score -1530951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1530956.375000 Penalty: 4931.559570
	Iteration 100F: 3 clusters Score -1530956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1530961.000000 Penalty: 4931.559570
	Iteration 101Q: 3 clusters Score -1530961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1530962.500000 Penalty: 4931.559570
	Iteration 102Q: 3 clusters Score -1530962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1530966.250000 Penalty: 4931.559570
	Iteration 103Q: 3 clusters Score -1530966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1530975.250000 Penalty: 4931.559570
	Iteration 104Q: 3 clusters Score -1530975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1530980.250000 Penalty: 4931.559570
	Iteration 105Q: 3 clusters Score -1530980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1530983.500000 Penalty: 4931.559570
	Iteration 106Q: 3 clusters Score -1530984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -1530985.875000 Penalty: 4931.559570
	Iteration 107Q: 3 clusters Score -1530986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1530988.375000 Penalty: 4931.559570
	Iteration 108Q: 3 clusters Score -1530988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1530993.125000 Penalty: 4931.559570
	Iteration 109Q: 3 clusters Score -1530993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1530992.625000 Penalty: 4931.559570
	Iteration 110Q: 3 clusters Score -1530993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1530989.625000 Penalty: 4931.559570
	Iteration 111Q: 3 clusters Score -1530990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1530992.875000 Penalty: 4931.559570
	Iteration 112Q: 3 clusters Score -1530993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1530999.250000 Penalty: 4931.559570
	Iteration 113Q: 3 clusters Score -1530999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1531000.375000 Penalty: 4931.559570
	Iteration 114Q: 3 clusters Score -1531000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1531006.750000 Penalty: 4931.559570
	Iteration 115Q: 3 clusters Score -1531007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1531007.375000 Penalty: 4931.559570
	Iteration 116Q: 3 clusters Score -1531007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1531012.625000 Penalty: 4931.559570
	Iteration 117Q: 3 clusters Score -1531013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1531015.125000 Penalty: 4931.559570
	Iteration 118Q: 3 clusters Score -1531015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1531014.750000 Penalty: 4931.559570
	Iteration 119Q: 3 clusters Score -1531015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1531014.375000 Penalty: 4931.559570
	Iteration 120F: 3 clusters Score -1531014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -547696.625000 Penalty: 2150.776611
	Iteration 0F: 2 clusters Score -547696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -542769.375000 Penalty: 4301.553223
	Iteration 0F: 3 clusters Score -542769.4 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -544050.062500 Penalty: 4301.553223
	Iteration 1F: 3 clusters Score -544050.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -544278.437500 Penalty: 4301.553223
	Iteration 2F: 3 clusters Score -544278.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -544431.187500 Penalty: 4301.553223
	Iteration 3Q: 3 clusters Score -544431.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -544563.125000 Penalty: 4301.553223
	Iteration 4Q: 3 clusters Score -544563.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -544700.187500 Penalty: 4301.553223
	Iteration 5Q: 3 clusters Score -544700.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -544831.062500 Penalty: 4301.553223
	Iteration 6Q: 3 clusters Score -544831.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -544937.875000 Penalty: 4301.553223
	Iteration 7Q: 3 clusters Score -544937.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -545037.937500 Penalty: 4301.553223
	Iteration 8Q: 3 clusters Score -545037.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -545139.812500 Penalty: 4301.553223
	Iteration 9Q: 3 clusters Score -545139.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -545238.187500 Penalty: 4301.553223
	Iteration 10Q: 3 clusters Score -545238.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -545321.687500 Penalty: 4301.553223
	Iteration 11Q: 3 clusters Score -545321.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -545381.937500 Penalty: 4301.553223
	Iteration 12Q: 3 clusters Score -545381.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -545432.125000 Penalty: 4301.553223
	Iteration 13Q: 3 clusters Score -545432.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -545476.625000 Penalty: 4301.553223
	Iteration 14Q: 3 clusters Score -545476.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -545510.000000 Penalty: 4301.553223
	Iteration 15Q: 3 clusters Score -545510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -545539.562500 Penalty: 4301.553223
	Iteration 16Q: 3 clusters Score -545539.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -545562.000000 Penalty: 4301.553223
	Iteration 17Q: 3 clusters Score -545562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -545574.875000 Penalty: 4301.553223
	Iteration 18Q: 3 clusters Score -545574.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -545588.125000 Penalty: 4301.553223
	Iteration 19Q: 3 clusters Score -545588.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -545597.500000 Penalty: 4301.553223
	Iteration 20F: 3 clusters Score -545597.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -545604.937500 Penalty: 4301.553223
	Iteration 21Q: 3 clusters Score -545604.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -545612.250000 Penalty: 4301.553223
	Iteration 22Q: 3 clusters Score -545612.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -545617.875000 Penalty: 4301.553223
	Iteration 23Q: 3 clusters Score -545617.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -545620.437500 Penalty: 4301.553223
	Iteration 24Q: 3 clusters Score -545620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -545623.250000 Penalty: 4301.553223
	Iteration 25Q: 3 clusters Score -545623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -545626.312500 Penalty: 4301.553223
	Iteration 26Q: 3 clusters Score -545626.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -545629.437500 Penalty: 4301.553223
	Iteration 27Q: 3 clusters Score -545629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -545632.000000 Penalty: 4301.553223
	Iteration 28Q: 3 clusters Score -545632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -545635.375000 Penalty: 4301.553223
	Iteration 29Q: 3 clusters Score -545635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -545637.687500 Penalty: 4301.553223
	Iteration 30Q: 3 clusters Score -545637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -545640.062500 Penalty: 4301.553223
	Iteration 31Q: 3 clusters Score -545640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -545643.437500 Penalty: 4301.553223
	Iteration 32Q: 3 clusters Score -545643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -545647.250000 Penalty: 4301.553223
	Iteration 33Q: 3 clusters Score -545647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -545649.062500 Penalty: 4301.553223
	Iteration 34Q: 3 clusters Score -545649.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -545651.250000 Penalty: 4301.553223
	Iteration 35Q: 3 clusters Score -545651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -545651.562500 Penalty: 4301.553223
	Iteration 36Q: 3 clusters Score -545651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -545653.312500 Penalty: 4301.553223
	Iteration 37Q: 3 clusters Score -545653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -545655.062500 Penalty: 4301.553223
	Iteration 38Q: 3 clusters Score -545655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -545654.500000 Penalty: 4301.553223
	Iteration 39Q: 3 clusters Score -545654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -545656.125000 Penalty: 4301.553223
	Iteration 40F: 3 clusters Score -545656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -545656.062500 Penalty: 4301.553223
	Iteration 41Q: 3 clusters Score -545656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -545657.125000 Penalty: 4301.553223
	Iteration 42Q: 3 clusters Score -545657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -545657.562500 Penalty: 4301.553223
	Iteration 43Q: 3 clusters Score -545657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -545657.562500 Penalty: 4301.553223
	Iteration 44Q: 3 clusters Score -545657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -545660.125000 Penalty: 4301.553223
	Iteration 45Q: 3 clusters Score -545660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -545658.562500 Penalty: 4301.553223
	Iteration 46Q: 3 clusters Score -545658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -545659.937500 Penalty: 4301.553223
	Iteration 47Q: 3 clusters Score -545659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -545659.937500 Penalty: 4301.553223
	Iteration 48F: 3 clusters Score -545659.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -382632.625000 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -382632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -378337.500000 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -378337.5 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -379293.687500 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -379293.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -379554.812500 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -379554.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -379708.750000 Penalty: 4198.354980
	Iteration 3F: 3 clusters Score -379708.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -379804.812500 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -379804.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -379874.062500 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -379874.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -379938.250000 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -379938.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -380013.656250 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -380013.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -380069.656250 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -380069.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -380118.781250 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -380118.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -380156.750000 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -380156.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -380199.937500 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -380199.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -380228.625000 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -380228.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -380253.468750 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -380253.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -380276.562500 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -380276.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -380303.500000 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -380303.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -380330.718750 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -380330.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -380361.406250 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -380361.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -380382.937500 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -380382.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -380407.281250 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -380407.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -380426.875000 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -380426.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -380445.062500 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -380445.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -380467.343750 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -380467.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -380484.093750 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -380484.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -380504.906250 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -380504.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -380525.781250 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -380525.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -380552.093750 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -380552.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -380579.031250 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -380579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -380602.937500 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -380602.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -380616.281250 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -380616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -380623.625000 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -380623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -380633.750000 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -380633.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -380640.093750 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -380640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -380648.562500 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -380648.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -380657.406250 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -380657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -380666.812500 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -380666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -380676.000000 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -380676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -380682.031250 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -380682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -380687.937500 Penalty: 4198.354980
	Iteration 38Q: 3 clusters Score -380687.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -380693.312500 Penalty: 4198.354980
	Iteration 39Q: 3 clusters Score -380693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -380697.156250 Penalty: 4198.354980
	Iteration 40F: 3 clusters Score -380697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -380700.531250 Penalty: 4198.354980
	Iteration 41Q: 3 clusters Score -380700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -380703.562500 Penalty: 4198.354980
	Iteration 42Q: 3 clusters Score -380703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -380706.031250 Penalty: 4198.354980
	Iteration 43Q: 3 clusters Score -380706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -380707.593750 Penalty: 4198.354980
	Iteration 44Q: 3 clusters Score -380707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -380710.031250 Penalty: 4198.354980
	Iteration 45Q: 3 clusters Score -380710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -380712.625000 Penalty: 4198.354980
	Iteration 46Q: 3 clusters Score -380712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -380715.937500 Penalty: 4198.354980
	Iteration 47Q: 3 clusters Score -380715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -380721.656250 Penalty: 4198.354980
	Iteration 48Q: 3 clusters Score -380721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -380724.093750 Penalty: 4198.354980
	Iteration 49Q: 3 clusters Score -380724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -380727.531250 Penalty: 4198.354980
	Iteration 50Q: 3 clusters Score -380727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -380727.625000 Penalty: 4198.354980
	Iteration 51Q: 3 clusters Score -380727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -380727.843750 Penalty: 4198.354980
	Iteration 52Q: 3 clusters Score -380727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -380728.125000 Penalty: 4198.354980
	Iteration 53Q: 3 clusters Score -380728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -380729.281250 Penalty: 4198.354980
	Iteration 54Q: 3 clusters Score -380729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -380732.656250 Penalty: 4198.354980
	Iteration 55Q: 3 clusters Score -380732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -380732.375000 Penalty: 4198.354980
	Iteration 56Q: 3 clusters Score -380732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -380733.500000 Penalty: 4198.354980
	Iteration 57Q: 3 clusters Score -380733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -380734.687500 Penalty: 4198.354980
	Iteration 58Q: 3 clusters Score -380734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -380734.312500 Penalty: 4198.354980
	Iteration 59Q: 3 clusters Score -380734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -380734.312500 Penalty: 4198.354980
	Iteration 60F: 3 clusters Score -380734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -322601.500000 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -322601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -319174.093750 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -319174.1 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -319973.343750 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -319973.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -320206.343750 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -320206.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -320363.187500 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -320363.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -320492.781250 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -320492.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -320622.218750 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -320622.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -320740.281250 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -320740.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -320851.000000 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -320851 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -320938.562500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -320938.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -321005.687500 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -321005.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -321078.062500 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -321078.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -321143.656250 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -321143.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -321213.187500 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -321213.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -321272.937500 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -321272.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -321309.187500 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -321309.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -321327.718750 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -321327.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -321339.218750 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -321339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -321348.312500 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -321348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -321356.406250 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -321356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -321367.031250 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -321367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -321375.593750 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -321375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -321378.625000 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -321378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -321379.593750 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -321379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -321381.718750 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -321381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -321386.968750 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -321387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -321390.718750 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -321390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -321392.656250 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -321392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -321393.656250 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -321393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -321396.875000 Penalty: 4005.025879
	Iteration 28Q: 3 clusters Score -321396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -321397.437500 Penalty: 4005.025879
	Iteration 29Q: 3 clusters Score -321397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -321397.437500 Penalty: 4005.025879
	Iteration 30F: 3 clusters Score -321397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Entering Unmasked Estep 
Score: -1343103.000000 Penalty: 2415.760254
	Iteration 0F: 2 clusters Score -1343103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1330872.125000 Penalty: 4831.520508
	Iteration 0F: 3 clusters Score -1330872 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1335033.250000 Penalty: 4831.520508
	Iteration 1F: 3 clusters Score -1335033 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1335659.125000 Penalty: 4831.520508
	Iteration 2F: 3 clusters Score -1335659 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1336262.750000 Penalty: 4831.520508
	Iteration 3F: 3 clusters Score -1336263 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1336928.000000 Penalty: 4831.520508
	Iteration 4F: 3 clusters Score -1336928 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1337562.000000 Penalty: 4831.520508
	Iteration 5F: 3 clusters Score -1337562 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1338158.000000 Penalty: 4831.520508
	Iteration 6F: 3 clusters Score -1338158 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1338722.750000 Penalty: 4831.520508
	Iteration 7F: 3 clusters Score -1338723 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1339238.375000 Penalty: 4831.520508
	Iteration 8Q: 3 clusters Score -1339238 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1339691.625000 Penalty: 4831.520508
	Iteration 9Q: 3 clusters Score -1339692 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1340077.125000 Penalty: 4831.520508
	Iteration 10Q: 3 clusters Score -1340077 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1340366.875000 Penalty: 4831.520508
	Iteration 11Q: 3 clusters Score -1340367 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1340571.500000 Penalty: 4831.520508
	Iteration 12Q: 3 clusters Score -1340572 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1340722.625000 Penalty: 4831.520508
	Iteration 13Q: 3 clusters Score -1340723 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1340898.625000 Penalty: 4831.520508
	Iteration 14Q: 3 clusters Score -1340899 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1341082.125000 Penalty: 4831.520508
	Iteration 15Q: 3 clusters Score -1341082 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1341296.500000 Penalty: 4831.520508
	Iteration 16Q: 3 clusters Score -1341296 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1341535.500000 Penalty: 4831.520508
	Iteration 17Q: 3 clusters Score -1341536 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1341793.625000 Penalty: 4831.520508
	Iteration 18Q: 3 clusters Score -1341794 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1342008.375000 Penalty: 4831.520508
	Iteration 19Q: 3 clusters Score -1342008 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1342213.125000 Penalty: 4831.520508
	Iteration 20F: 3 clusters Score -1342213 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1342360.750000 Penalty: 4831.520508
	Iteration 21Q: 3 clusters Score -1342361 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1342445.625000 Penalty: 4831.520508
	Iteration 22Q: 3 clusters Score -1342446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1342496.875000 Penalty: 4831.520508
	Iteration 23Q: 3 clusters Score -1342497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1342530.750000 Penalty: 4831.520508
	Iteration 24Q: 3 clusters Score -1342531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1342546.375000 Penalty: 4831.520508
	Iteration 25Q: 3 clusters Score -1342546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1342568.750000 Penalty: 4831.520508
	Iteration 26Q: 3 clusters Score -1342569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1342580.500000 Penalty: 4831.520508
	Iteration 27Q: 3 clusters Score -1342580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1342594.625000 Penalty: 4831.520508
	Iteration 28Q: 3 clusters Score -1342595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1342597.250000 Penalty: 4831.520508
	Iteration 29Q: 3 clusters Score -1342597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1342608.500000 Penalty: 4831.520508
	Iteration 30Q: 3 clusters Score -1342608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1342614.000000 Penalty: 4831.520508
	Iteration 31Q: 3 clusters Score -1342614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1342611.625000 Penalty: 4831.520508
	Iteration 32Q: 3 clusters Score -1342612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1342617.000000 Penalty: 4831.520508
	Iteration 33Q: 3 clusters Score -1342617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1342619.375000 Penalty: 4831.520508
	Iteration 34Q: 3 clusters Score -1342619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1342630.500000 Penalty: 4831.520508
	Iteration 35Q: 3 clusters Score -1342630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1342627.000000 Penalty: 4831.520508
	Iteration 36Q: 3 clusters Score -1342627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1342626.000000 Penalty: 4831.520508
	Iteration 37Q: 3 clusters Score -1342626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1342628.000000 Penalty: 4831.520508
	Iteration 38Q: 3 clusters Score -1342628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1342631.000000 Penalty: 4831.520508
	Iteration 39Q: 3 clusters Score -1342631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1342629.375000 Penalty: 4831.520508
	Iteration 40F: 3 clusters Score -1342629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1342630.500000 Penalty: 4831.520508
	Iteration 41Q: 3 clusters Score -1342630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1342632.250000 Penalty: 4831.520508
	Iteration 42Q: 3 clusters Score -1342632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1342632.750000 Penalty: 4831.520508
	Iteration 43Q: 3 clusters Score -1342633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1342632.750000 Penalty: 4831.520508
	Iteration 44F: 3 clusters Score -1342633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17488.458984 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17488.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17590.017578 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17590.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17632.964844 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17632.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17662.052734 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17662.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17664.904297 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17664.904297 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -17664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427481.625000 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427481.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -422700.968750 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422701 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -423868.500000 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423868.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -424115.937500 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424115.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -424295.468750 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424295.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -424461.812500 Penalty: 4270.356934
	Iteration 4Q: 3 clusters Score -424461.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -424629.406250 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -424629.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -424826.687500 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -424826.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -425010.375000 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -425010.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -425209.500000 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425209.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -425382.625000 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425382.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -425540.906250 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425540.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -425650.687500 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425650.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -425721.031250 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -425778.250000 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425778.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -425824.750000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425824.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -425863.843750 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425863.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -425891.093750 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -425891.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -425908.312500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -425908.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -425920.468750 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -425920.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -425925.718750 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -425925.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -425934.968750 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -425935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -425941.062500 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -425941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -425947.187500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -425947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -425953.687500 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -425953.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -425960.500000 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -425960.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -425966.812500 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -425966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -425970.937500 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -425970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -425975.562500 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -425975.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -425977.593750 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -425977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -425981.500000 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -425981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -425983.062500 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -425983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -425984.187500 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -425984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -425986.375000 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -425986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -425988.250000 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -425988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -425988.468750 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -425988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -425988.781250 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -425988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -425989.250000 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -425989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -425988.625000 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -425988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -425990.343750 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -425990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -425991.625000 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -425991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -425991.625000 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -425991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -425994.156250 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -425994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -425996.250000 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -425996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -425997.250000 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -425997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -425998.187500 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -425998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -425998.250000 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -425998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -425998.125000 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -425998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -425999.406250 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -425999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -425999.406250 Penalty: 4270.356934
	Iteration 48F: 3 clusters Score -425999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -146242.656250 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -146242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143691.578125 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -143691.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -144151.859375 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -144151.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -144291.312500 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -144291.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144403.328125 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -144403.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -144477.609375 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -144477.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -144535.531250 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -144535.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144576.765625 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -144576.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -144602.531250 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -144602.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -144621.453125 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -144621.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -144642.671875 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -144642.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -144660.281250 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -144660.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144671.312500 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -144671.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144684.187500 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -144684.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -144699.296875 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -144699.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -144710.687500 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -144710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -144729.171875 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -144729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144742.984375 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -144743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -144751.156250 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -144751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -144760.859375 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -144760.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -144770.750000 Penalty: 3750.316162
	Iteration 19Q: 3 clusters Score -144770.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144781.359375 Penalty: 3750.316162
	Iteration 20F: 3 clusters Score -144781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -144788.812500 Penalty: 3750.316162
	Iteration 21Q: 3 clusters Score -144788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144789.750000 Penalty: 3750.316162
	Iteration 22Q: 3 clusters Score -144789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144793.375000 Penalty: 3750.316162
	Iteration 23Q: 3 clusters Score -144793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144797.515625 Penalty: 3750.316162
	Iteration 24Q: 3 clusters Score -144797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144802.468750 Penalty: 3750.316162
	Iteration 25Q: 3 clusters Score -144802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144805.765625 Penalty: 3750.316162
	Iteration 26Q: 3 clusters Score -144805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144807.156250 Penalty: 3750.316162
	Iteration 27Q: 3 clusters Score -144807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144808.421875 Penalty: 3750.316162
	Iteration 28Q: 3 clusters Score -144808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144812.531250 Penalty: 3750.316162
	Iteration 29Q: 3 clusters Score -144812.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144817.500000 Penalty: 3750.316162
	Iteration 30Q: 3 clusters Score -144817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -144819.921875 Penalty: 3750.316162
	Iteration 31Q: 3 clusters Score -144819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -144822.109375 Penalty: 3750.316162
	Iteration 32Q: 3 clusters Score -144822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144824.609375 Penalty: 3750.316162
	Iteration 33Q: 3 clusters Score -144824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -144828.468750 Penalty: 3750.316162
	Iteration 34Q: 3 clusters Score -144828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -144832.171875 Penalty: 3750.316162
	Iteration 35Q: 3 clusters Score -144832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144834.531250 Penalty: 3750.316162
	Iteration 36Q: 3 clusters Score -144834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -144837.406250 Penalty: 3750.316162
	Iteration 37Q: 3 clusters Score -144837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144840.562500 Penalty: 3750.316162
	Iteration 38Q: 3 clusters Score -144840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144840.843750 Penalty: 3750.316162
	Iteration 39Q: 3 clusters Score -144840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144840.843750 Penalty: 3750.316162
	Iteration 40F: 3 clusters Score -144840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -380546.000000 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380546 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -381631.375000 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381631.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -381875.812500 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381875.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -382027.218750 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382027.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -382116.875000 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -382116.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -382175.718750 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -382175.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -382235.187500 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -382235.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -382302.468750 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -382302.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -382400.437500 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -382400.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -382523.906250 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -382523.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -382667.656250 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -382667.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -382831.312500 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -382831.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -383002.562500 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383002.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -383192.562500 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383192.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -383350.937500 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -383350.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -383521.875000 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -383521.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -383703.437500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -383703.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -383837.968750 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -383838 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -383933.093750 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -383933.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -384006.781250 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -384006.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -384048.781250 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -384048.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -384079.656250 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -384079.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -384107.093750 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -384107.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -384132.343750 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -384132.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -384153.375000 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -384153.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -384162.718750 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -384162.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -384167.343750 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -384167.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -384170.437500 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -384170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -384174.093750 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -384174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -384177.625000 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -384177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -384181.593750 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -384181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -384183.343750 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -384183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -384183.875000 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -384183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -384185.281250 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -384185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -384186.906250 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -384186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -384187.593750 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -384187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -384190.062500 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -384190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -384192.531250 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -384192.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -384196.562500 Penalty: 4215.518555
	Iteration 38Q: 3 clusters Score -384196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -384196.937500 Penalty: 4215.518555
	Iteration 39Q: 3 clusters Score -384196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -384199.093750 Penalty: 4215.518555
	Iteration 40F: 3 clusters Score -384199.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -384204.312500 Penalty: 4215.518555
	Iteration 41Q: 3 clusters Score -384204.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -384207.218750 Penalty: 4215.518555
	Iteration 42Q: 3 clusters Score -384207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -384209.687500 Penalty: 4215.518555
	Iteration 43Q: 3 clusters Score -384209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -384210.937500 Penalty: 4215.518555
	Iteration 44Q: 3 clusters Score -384210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -384211.375000 Penalty: 4215.518555
	Iteration 45Q: 3 clusters Score -384211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -384213.156250 Penalty: 4215.518555
	Iteration 46Q: 3 clusters Score -384213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -384214.343750 Penalty: 4215.518555
	Iteration 47Q: 3 clusters Score -384214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -384214.437500 Penalty: 4215.518555
	Iteration 48Q: 3 clusters Score -384214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -384216.562500 Penalty: 4215.518555
	Iteration 49Q: 3 clusters Score -384216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -384218.750000 Penalty: 4215.518555
	Iteration 50Q: 3 clusters Score -384218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -384219.593750 Penalty: 4215.518555
	Iteration 51Q: 3 clusters Score -384219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -384219.906250 Penalty: 4215.518555
	Iteration 52Q: 3 clusters Score -384219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -384219.906250 Penalty: 4215.518555
	Iteration 53F: 3 clusters Score -384219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104052.390625 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104052.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104412.007812 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -104520.812500 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104520.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104566.984375 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104600.578125 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104625.929688 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104635.125000 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104635.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104647.609375 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104658.171875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104658.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104671.125000 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104675.898438 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104678.531250 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104680.210938 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104681.703125 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104686.156250 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104689.390625 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104690.476562 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104692.375000 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -104692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104694.664062 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -104694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -104699.320312 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -104699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104699.968750 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -104700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104704.156250 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -104704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104708.867188 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -104708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104711.835938 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -104711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -104716.875000 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -104716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104721.500000 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -104721.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104727.382812 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -104727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104733.984375 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -104734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104741.179688 Penalty: 3589.937988
	Iteration 28Q: 3 clusters Score -104741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -104745.593750 Penalty: 3589.937988
	Iteration 29Q: 3 clusters Score -104745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -104746.937500 Penalty: 3589.937988
	Iteration 30Q: 3 clusters Score -104746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -104748.148438 Penalty: 3589.937988
	Iteration 31Q: 3 clusters Score -104748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104749.304688 Penalty: 3589.937988
	Iteration 32Q: 3 clusters Score -104749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104749.968750 Penalty: 3589.937988
	Iteration 33Q: 3 clusters Score -104750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104749.968750 Penalty: 3589.937988
	Iteration 34F: 3 clusters Score -104750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -129606.906250 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -129606.9 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 698 members 
Entering Unmasked Estep 
Score: -127441.750000 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -127441.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127789.226562 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -127789.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -127927.921875 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -127927.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128034.500000 Penalty: 3576.932129
	Iteration 3Q: 3 clusters Score -128034.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -128194.328125 Penalty: 3576.932129
	Iteration 4F: 3 clusters Score -128194.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128363.414062 Penalty: 3576.932129
	Iteration 5F: 3 clusters Score -128363.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128551.828125 Penalty: 3576.932129
	Iteration 6F: 3 clusters Score -128551.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128835.906250 Penalty: 3576.932129
	Iteration 7F: 3 clusters Score -128835.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129131.570312 Penalty: 3576.932129
	Iteration 8F: 3 clusters Score -129131.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -129300.132812 Penalty: 3576.932129
	Iteration 9F: 3 clusters Score -129300.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129366.125000 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -129366.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -129398.242188 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -129398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129424.703125 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -129424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -129435.234375 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -129435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -129440.039062 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -129440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129441.203125 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -129441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129441.203125 Penalty: 3576.932129
	Iteration 16F: 3 clusters Score -129441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -503129.468750 Penalty: 2130.107178
	Iteration 0F: 2 clusters Score -503129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -498395.843750 Penalty: 4260.214355
	Iteration 0F: 3 clusters Score -498395.8 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -499653.156250 Penalty: 4260.214355
	Iteration 1F: 3 clusters Score -499653.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -500031.750000 Penalty: 4260.214355
	Iteration 2F: 3 clusters Score -500031.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -500302.343750 Penalty: 4260.214355
	Iteration 3F: 3 clusters Score -500302.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -500531.593750 Penalty: 4260.214355
	Iteration 4F: 3 clusters Score -500531.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -500735.593750 Penalty: 4260.214355
	Iteration 5F: 3 clusters Score -500735.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -500911.906250 Penalty: 4260.214355
	Iteration 6Q: 3 clusters Score -500911.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -501056.781250 Penalty: 4260.214355
	Iteration 7Q: 3 clusters Score -501056.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -501162.468750 Penalty: 4260.214355
	Iteration 8Q: 3 clusters Score -501162.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -501239.406250 Penalty: 4260.214355
	Iteration 9Q: 3 clusters Score -501239.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -501288.468750 Penalty: 4260.214355
	Iteration 10Q: 3 clusters Score -501288.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -501328.437500 Penalty: 4260.214355
	Iteration 11Q: 3 clusters Score -501328.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -501351.343750 Penalty: 4260.214355
	Iteration 12Q: 3 clusters Score -501351.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -501373.562500 Penalty: 4260.214355
	Iteration 13Q: 3 clusters Score -501373.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -501388.468750 Penalty: 4260.214355
	Iteration 14Q: 3 clusters Score -501388.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -501400.687500 Penalty: 4260.214355
	Iteration 15Q: 3 clusters Score -501400.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -501409.375000 Penalty: 4260.214355
	Iteration 16Q: 3 clusters Score -501409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -501414.406250 Penalty: 4260.214355
	Iteration 17Q: 3 clusters Score -501414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -501419.343750 Penalty: 4260.214355
	Iteration 18Q: 3 clusters Score -501419.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -501423.031250 Penalty: 4260.214355
	Iteration 19Q: 3 clusters Score -501423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -501426.375000 Penalty: 4260.214355
	Iteration 20F: 3 clusters Score -501426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -501430.343750 Penalty: 4260.214355
	Iteration 21Q: 3 clusters Score -501430.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -501435.531250 Penalty: 4260.214355
	Iteration 22Q: 3 clusters Score -501435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -501440.875000 Penalty: 4260.214355
	Iteration 23Q: 3 clusters Score -501440.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -501443.812500 Penalty: 4260.214355
	Iteration 24Q: 3 clusters Score -501443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -501447.656250 Penalty: 4260.214355
	Iteration 25Q: 3 clusters Score -501447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -501448.937500 Penalty: 4260.214355
	Iteration 26Q: 3 clusters Score -501448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -501452.937500 Penalty: 4260.214355
	Iteration 27Q: 3 clusters Score -501452.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -501454.250000 Penalty: 4260.214355
	Iteration 28Q: 3 clusters Score -501454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -501456.718750 Penalty: 4260.214355
	Iteration 29Q: 3 clusters Score -501456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -501458.843750 Penalty: 4260.214355
	Iteration 30Q: 3 clusters Score -501458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -501459.562500 Penalty: 4260.214355
	Iteration 31Q: 3 clusters Score -501459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -501461.406250 Penalty: 4260.214355
	Iteration 32Q: 3 clusters Score -501461.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -501464.968750 Penalty: 4260.214355
	Iteration 33Q: 3 clusters Score -501465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -501466.312500 Penalty: 4260.214355
	Iteration 34Q: 3 clusters Score -501466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -501468.156250 Penalty: 4260.214355
	Iteration 35Q: 3 clusters Score -501468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -501468.593750 Penalty: 4260.214355
	Iteration 36Q: 3 clusters Score -501468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -501469.656250 Penalty: 4260.214355
	Iteration 37Q: 3 clusters Score -501469.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -501471.312500 Penalty: 4260.214355
	Iteration 38Q: 3 clusters Score -501471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -501474.000000 Penalty: 4260.214355
	Iteration 39Q: 3 clusters Score -501474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -501475.468750 Penalty: 4260.214355
	Iteration 40F: 3 clusters Score -501475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -501476.406250 Penalty: 4260.214355
	Iteration 41Q: 3 clusters Score -501476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -501477.875000 Penalty: 4260.214355
	Iteration 42Q: 3 clusters Score -501477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -501478.906250 Penalty: 4260.214355
	Iteration 43Q: 3 clusters Score -501478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -501480.625000 Penalty: 4260.214355
	Iteration 44Q: 3 clusters Score -501480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -501481.875000 Penalty: 4260.214355
	Iteration 45Q: 3 clusters Score -501481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -501485.812500 Penalty: 4260.214355
	Iteration 46Q: 3 clusters Score -501485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -501487.406250 Penalty: 4260.214355
	Iteration 47Q: 3 clusters Score -501487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -501489.562500 Penalty: 4260.214355
	Iteration 48Q: 3 clusters Score -501489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -501490.406250 Penalty: 4260.214355
	Iteration 49Q: 3 clusters Score -501490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -501493.500000 Penalty: 4260.214355
	Iteration 50Q: 3 clusters Score -501493.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -501497.031250 Penalty: 4260.214355
	Iteration 51Q: 3 clusters Score -501497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -501498.843750 Penalty: 4260.214355
	Iteration 52Q: 3 clusters Score -501498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -501501.406250 Penalty: 4260.214355
	Iteration 53Q: 3 clusters Score -501501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -501503.625000 Penalty: 4260.214355
	Iteration 54Q: 3 clusters Score -501503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -501505.312500 Penalty: 4260.214355
	Iteration 55Q: 3 clusters Score -501505.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -501507.156250 Penalty: 4260.214355
	Iteration 56Q: 3 clusters Score -501507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -501508.593750 Penalty: 4260.214355
	Iteration 57Q: 3 clusters Score -501508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -501508.593750 Penalty: 4260.214355
	Iteration 58F: 3 clusters Score -501508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -41567.210938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -41567.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40102.851562 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -40102.85 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40262.207031 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -40262.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40312.496094 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -40312.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40361.730469 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -40361.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40401.914062 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -40401.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40433.589844 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -40433.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40469.386719 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -40469.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40499.457031 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -40499.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40525.414062 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -40525.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40550.503906 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -40550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40585.882812 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -40585.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40619.812500 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -40619.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40628.898438 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -40628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40648.410156 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -40648.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40670.925781 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -40670.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40692.410156 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -40692.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40723.417969 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -40723.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40751.117188 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -40751.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40769.093750 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -40769.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40797.621094 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -40797.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40818.070312 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -40818.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40833.992188 Penalty: 3051.755371
	Iteration 21Q: 3 clusters Score -40833.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40838.015625 Penalty: 3051.755371
	Iteration 22Q: 3 clusters Score -40838.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40840.148438 Penalty: 3051.755371
	Iteration 23Q: 3 clusters Score -40840.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40840.148438 Penalty: 3051.755371
	Iteration 24F: 3 clusters Score -40840.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (111264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Entering Unmasked Estep 
Score: -11746405.000000 Penalty: 2881.676025
	Iteration 0F: 2 clusters Score -1.17464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -11674699.000000 Penalty: 5763.352051
	Iteration 0F: 3 clusters Score -1.16747e+07 nChanged 52773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -11705083.000000 Penalty: 5763.352051
	Iteration 1F: 3 clusters Score -1.170508e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -11706379.000000 Penalty: 5763.352051
	Iteration 2Q: 3 clusters Score -1.170638e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -11708643.000000 Penalty: 5763.352051
	Iteration 3Q: 3 clusters Score -1.170864e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -11712466.000000 Penalty: 5763.352051
	Iteration 4F: 3 clusters Score -1.171247e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -11718142.000000 Penalty: 5763.352051
	Iteration 5F: 3 clusters Score -1.171814e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -11725432.000000 Penalty: 5763.352051
	Iteration 6F: 3 clusters Score -1.172543e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -11732679.000000 Penalty: 5763.352051
	Iteration 7F: 3 clusters Score -1.173268e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -11738007.000000 Penalty: 5763.352051
	Iteration 8F: 3 clusters Score -1.173801e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -11740608.000000 Penalty: 5763.352051
	Iteration 9Q: 3 clusters Score -1.174061e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -11741900.000000 Penalty: 5763.352051
	Iteration 10Q: 3 clusters Score -1.17419e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -11742609.000000 Penalty: 5763.352051
	Iteration 11Q: 3 clusters Score -1.174261e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -11743025.000000 Penalty: 5763.352051
	Iteration 12Q: 3 clusters Score -1.174302e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -11743257.000000 Penalty: 5763.352051
	Iteration 13Q: 3 clusters Score -1.174326e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -11743574.000000 Penalty: 5763.352051
	Iteration 14Q: 3 clusters Score -1.174357e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -11743700.000000 Penalty: 5763.352051
	Iteration 15Q: 3 clusters Score -1.17437e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -11743804.000000 Penalty: 5763.352051
	Iteration 16Q: 3 clusters Score -1.17438e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -11743843.000000 Penalty: 5763.352051
	Iteration 17Q: 3 clusters Score -1.174384e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -11743896.000000 Penalty: 5763.352051
	Iteration 18Q: 3 clusters Score -1.17439e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -11743916.000000 Penalty: 5763.352051
	Iteration 19Q: 3 clusters Score -1.174392e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 101866 members 
Entering Unmasked Estep 
Score: -11743943.000000 Penalty: 5763.352051
	Iteration 20F: 3 clusters Score -1.174394e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -11743965.000000 Penalty: 5763.352051
	Iteration 21Q: 3 clusters Score -1.174396e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -11743970.000000 Penalty: 5763.352051
	Iteration 22Q: 3 clusters Score -1.174397e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -11744016.000000 Penalty: 5763.352051
	Iteration 23Q: 3 clusters Score -1.174402e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -11744062.000000 Penalty: 5763.352051
	Iteration 24Q: 3 clusters Score -1.174406e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -11744077.000000 Penalty: 5763.352051
	Iteration 25Q: 3 clusters Score -1.174408e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -11744070.000000 Penalty: 5763.352051
	Iteration 26Q: 3 clusters Score -1.174407e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -11744079.000000 Penalty: 5763.352051
	Iteration 27Q: 3 clusters Score -1.174408e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -11744122.000000 Penalty: 5763.352051
	Iteration 28Q: 3 clusters Score -1.174412e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -11744129.000000 Penalty: 5763.352051
	Iteration 29Q: 3 clusters Score -1.174413e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -11744184.000000 Penalty: 5763.352051
	Iteration 30Q: 3 clusters Score -1.174418e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -11744167.000000 Penalty: 5763.352051
	Iteration 31Q: 3 clusters Score -1.174417e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -11744216.000000 Penalty: 5763.352051
	Iteration 32Q: 3 clusters Score -1.174422e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -11744230.000000 Penalty: 5763.352051
	Iteration 33Q: 3 clusters Score -1.174423e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -11744223.000000 Penalty: 5763.352051
	Iteration 34Q: 3 clusters Score -1.174422e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 106127 members 
Entering Unmasked Estep 
Score: -11744211.000000 Penalty: 5763.352051
	Iteration 35Q: 3 clusters Score -1.174421e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -11744197.000000 Penalty: 5763.352051
	Iteration 36Q: 3 clusters Score -1.17442e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -11744189.000000 Penalty: 5763.352051
	Iteration 37Q: 3 clusters Score -1.174419e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -11744222.000000 Penalty: 5763.352051
	Iteration 38Q: 3 clusters Score -1.174422e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 106637 members 
Entering Unmasked Estep 
Score: -11744217.000000 Penalty: 5763.352051
	Iteration 39Q: 3 clusters Score -1.174422e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -11744228.000000 Penalty: 5763.352051
	Iteration 40F: 3 clusters Score -1.174423e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -11744220.000000 Penalty: 5763.352051
	Iteration 41Q: 3 clusters Score -1.174422e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -11744224.000000 Penalty: 5763.352051
	Iteration 42Q: 3 clusters Score -1.174422e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -11744225.000000 Penalty: 5763.352051
	Iteration 43Q: 3 clusters Score -1.174422e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -11744245.000000 Penalty: 5763.352051
	Iteration 44Q: 3 clusters Score -1.174424e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -11744265.000000 Penalty: 5763.352051
	Iteration 45Q: 3 clusters Score -1.174426e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -11744279.000000 Penalty: 5763.352051
	Iteration 46Q: 3 clusters Score -1.174428e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 107374 members 
Entering Unmasked Estep 
Score: -11744267.000000 Penalty: 5763.352051
	Iteration 47Q: 3 clusters Score -1.174427e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -11744292.000000 Penalty: 5763.352051
	Iteration 48Q: 3 clusters Score -1.174429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -11744309.000000 Penalty: 5763.352051
	Iteration 49Q: 3 clusters Score -1.174431e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -11744311.000000 Penalty: 5763.352051
	Iteration 50Q: 3 clusters Score -1.174431e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -11744310.000000 Penalty: 5763.352051
	Iteration 51Q: 3 clusters Score -1.174431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -11744313.000000 Penalty: 5763.352051
	Iteration 52Q: 3 clusters Score -1.174431e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -11744328.000000 Penalty: 5763.352051
	Iteration 53Q: 3 clusters Score -1.174433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -11744308.000000 Penalty: 5763.352051
	Iteration 54Q: 3 clusters Score -1.174431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -11744308.000000 Penalty: 5763.352051
	Iteration 55Q: 3 clusters Score -1.174431e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -11744296.000000 Penalty: 5763.352051
	Iteration 56Q: 3 clusters Score -1.17443e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 107952 members 
Entering Unmasked Estep 
Score: -11744300.000000 Penalty: 5763.352051
	Iteration 57Q: 3 clusters Score -1.17443e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -11744306.000000 Penalty: 5763.352051
	Iteration 58Q: 3 clusters Score -1.174431e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -11744322.000000 Penalty: 5763.352051
	Iteration 59Q: 3 clusters Score -1.174432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -11744319.000000 Penalty: 5763.352051
	Iteration 60F: 3 clusters Score -1.174432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 108144 members 
Entering Unmasked Estep 
Score: -11744329.000000 Penalty: 5763.352051
	Iteration 61Q: 3 clusters Score -1.174433e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 108185 members 
Entering Unmasked Estep 
Score: -11744332.000000 Penalty: 5763.352051
	Iteration 62Q: 3 clusters Score -1.174433e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 108222 members 
Entering Unmasked Estep 
Score: -11744356.000000 Penalty: 5763.352051
	Iteration 63Q: 3 clusters Score -1.174436e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -11744358.000000 Penalty: 5763.352051
	Iteration 64Q: 3 clusters Score -1.174436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -11744362.000000 Penalty: 5763.352051
	Iteration 65Q: 3 clusters Score -1.174436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 108283 members 
Entering Unmasked Estep 
Score: -11744364.000000 Penalty: 5763.352051
	Iteration 66Q: 3 clusters Score -1.174436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -11744360.000000 Penalty: 5763.352051
	Iteration 67Q: 3 clusters Score -1.174436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -11744363.000000 Penalty: 5763.352051
	Iteration 68Q: 3 clusters Score -1.174436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -11744360.000000 Penalty: 5763.352051
	Iteration 69Q: 3 clusters Score -1.174436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -11744365.000000 Penalty: 5763.352051
	Iteration 70Q: 3 clusters Score -1.174436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -11744367.000000 Penalty: 5763.352051
	Iteration 71Q: 3 clusters Score -1.174437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -11744373.000000 Penalty: 5763.352051
	Iteration 72Q: 3 clusters Score -1.174437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 108385 members 
Entering Unmasked Estep 
Score: -11744387.000000 Penalty: 5763.352051
	Iteration 73Q: 3 clusters Score -1.174439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -11744415.000000 Penalty: 5763.352051
	Iteration 74Q: 3 clusters Score -1.174442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -11744415.000000 Penalty: 5763.352051
	Iteration 75Q: 3 clusters Score -1.174442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -11744411.000000 Penalty: 5763.352051
	Iteration 76Q: 3 clusters Score -1.174441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 108482 members 
Entering Unmasked Estep 
Score: -11744427.000000 Penalty: 5763.352051
	Iteration 77Q: 3 clusters Score -1.174443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -11744411.000000 Penalty: 5763.352051
	Iteration 78Q: 3 clusters Score -1.174441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -11744413.000000 Penalty: 5763.352051
	Iteration 79Q: 3 clusters Score -1.174441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -11744415.000000 Penalty: 5763.352051
	Iteration 80F: 3 clusters Score -1.174442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -11744412.000000 Penalty: 5763.352051
	Iteration 81Q: 3 clusters Score -1.174441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -11744424.000000 Penalty: 5763.352051
	Iteration 82Q: 3 clusters Score -1.174442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 108560 members 
Entering Unmasked Estep 
Score: -11744417.000000 Penalty: 5763.352051
	Iteration 83Q: 3 clusters Score -1.174442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -11744421.000000 Penalty: 5763.352051
	Iteration 84Q: 3 clusters Score -1.174442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -11744413.000000 Penalty: 5763.352051
	Iteration 85Q: 3 clusters Score -1.174441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 108606 members 
Entering Unmasked Estep 
Score: -11744426.000000 Penalty: 5763.352051
	Iteration 86Q: 3 clusters Score -1.174443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -11744433.000000 Penalty: 5763.352051
	Iteration 87Q: 3 clusters Score -1.174443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -11744448.000000 Penalty: 5763.352051
	Iteration 88Q: 3 clusters Score -1.174445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -11744445.000000 Penalty: 5763.352051
	Iteration 89Q: 3 clusters Score -1.174444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -11744459.000000 Penalty: 5763.352051
	Iteration 90Q: 3 clusters Score -1.174446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -11744453.000000 Penalty: 5763.352051
	Iteration 91Q: 3 clusters Score -1.174445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 108661 members 
Entering Unmasked Estep 
Score: -11744453.000000 Penalty: 5763.352051
	Iteration 92Q: 3 clusters Score -1.174445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -11744459.000000 Penalty: 5763.352051
	Iteration 93Q: 3 clusters Score -1.174446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -11744453.000000 Penalty: 5763.352051
	Iteration 94Q: 3 clusters Score -1.174445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -11744455.000000 Penalty: 5763.352051
	Iteration 95Q: 3 clusters Score -1.174446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -11744460.000000 Penalty: 5763.352051
	Iteration 96Q: 3 clusters Score -1.174446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -11744459.000000 Penalty: 5763.352051
	Iteration 97Q: 3 clusters Score -1.174446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -11744463.000000 Penalty: 5763.352051
	Iteration 98Q: 3 clusters Score -1.174446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 108701 members 
Entering Unmasked Estep 
Score: -11744467.000000 Penalty: 5763.352051
	Iteration 99Q: 3 clusters Score -1.174447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -11744462.000000 Penalty: 5763.352051
	Iteration 100F: 3 clusters Score -1.174446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -11744454.000000 Penalty: 5763.352051
	Iteration 101Q: 3 clusters Score -1.174445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -11744459.000000 Penalty: 5763.352051
	Iteration 102Q: 3 clusters Score -1.174446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -11744464.000000 Penalty: 5763.352051
	Iteration 103Q: 3 clusters Score -1.174446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 108724 members 
Entering Unmasked Estep 
Score: -11744469.000000 Penalty: 5763.352051
	Iteration 104Q: 3 clusters Score -1.174447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -11744466.000000 Penalty: 5763.352051
	Iteration 105Q: 3 clusters Score -1.174447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -11744465.000000 Penalty: 5763.352051
	Iteration 106Q: 3 clusters Score -1.174446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -11744465.000000 Penalty: 5763.352051
	Iteration 107F: 3 clusters Score -1.174446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Entering Unmasked Estep 
Score: -1264262.250000 Penalty: 2401.530029
	Iteration 0F: 2 clusters Score -1264262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1252853.000000 Penalty: 4803.060059
	Iteration 0F: 3 clusters Score -1252853 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1256744.000000 Penalty: 4803.060059
	Iteration 1F: 3 clusters Score -1256744 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1257467.250000 Penalty: 4803.060059
	Iteration 2F: 3 clusters Score -1257467 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1258206.125000 Penalty: 4803.060059
	Iteration 3F: 3 clusters Score -1258206 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1258773.875000 Penalty: 4803.060059
	Iteration 4F: 3 clusters Score -1258774 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1259314.500000 Penalty: 4803.060059
	Iteration 5F: 3 clusters Score -1259314 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1259821.125000 Penalty: 4803.060059
	Iteration 6F: 3 clusters Score -1259821 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1260261.875000 Penalty: 4803.060059
	Iteration 7Q: 3 clusters Score -1260262 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1260665.500000 Penalty: 4803.060059
	Iteration 8Q: 3 clusters Score -1260666 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1261008.875000 Penalty: 4803.060059
	Iteration 9Q: 3 clusters Score -1261009 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1261310.250000 Penalty: 4803.060059
	Iteration 10Q: 3 clusters Score -1261310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1261598.000000 Penalty: 4803.060059
	Iteration 11Q: 3 clusters Score -1261598 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1261889.500000 Penalty: 4803.060059
	Iteration 12Q: 3 clusters Score -1261890 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1262198.625000 Penalty: 4803.060059
	Iteration 13Q: 3 clusters Score -1262199 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1262491.875000 Penalty: 4803.060059
	Iteration 14Q: 3 clusters Score -1262492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1262771.250000 Penalty: 4803.060059
	Iteration 15Q: 3 clusters Score -1262771 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1263011.875000 Penalty: 4803.060059
	Iteration 16Q: 3 clusters Score -1263012 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1263221.125000 Penalty: 4803.060059
	Iteration 17Q: 3 clusters Score -1263221 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1263363.625000 Penalty: 4803.060059
	Iteration 18Q: 3 clusters Score -1263364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1263484.875000 Penalty: 4803.060059
	Iteration 19Q: 3 clusters Score -1263485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1263563.375000 Penalty: 4803.060059
	Iteration 20F: 3 clusters Score -1263563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1263605.375000 Penalty: 4803.060059
	Iteration 21Q: 3 clusters Score -1263605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1263633.375000 Penalty: 4803.060059
	Iteration 22Q: 3 clusters Score -1263633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1263648.750000 Penalty: 4803.060059
	Iteration 23Q: 3 clusters Score -1263649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1263657.000000 Penalty: 4803.060059
	Iteration 24Q: 3 clusters Score -1263657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1263661.875000 Penalty: 4803.060059
	Iteration 25Q: 3 clusters Score -1263662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1263665.375000 Penalty: 4803.060059
	Iteration 26Q: 3 clusters Score -1263665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1263668.000000 Penalty: 4803.060059
	Iteration 27Q: 3 clusters Score -1263668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1263675.125000 Penalty: 4803.060059
	Iteration 28Q: 3 clusters Score -1263675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1263676.625000 Penalty: 4803.060059
	Iteration 29Q: 3 clusters Score -1263677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1263679.000000 Penalty: 4803.060059
	Iteration 30Q: 3 clusters Score -1263679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1263679.000000 Penalty: 4803.060059
	Iteration 31Q: 3 clusters Score -1263679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1263679.000000 Penalty: 4803.060059
	Iteration 32F: 3 clusters Score -1263679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (102312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Entering Unmasked Estep 
Score: -8214501.000000 Penalty: 2860.874023
	Iteration 0F: 2 clusters Score -8214501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -8146202.000000 Penalty: 5721.748047
	Iteration 0F: 3 clusters Score -8146202 nChanged 48138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -8174026.500000 Penalty: 5721.748047
	Iteration 1F: 3 clusters Score -8174026 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -8175078.000000 Penalty: 5721.748047
	Iteration 2Q: 3 clusters Score -8175078 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -8176628.000000 Penalty: 5721.748047
	Iteration 3Q: 3 clusters Score -8176628 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -8179273.000000 Penalty: 5721.748047
	Iteration 4F: 3 clusters Score -8179273 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -8183318.000000 Penalty: 5721.748047
	Iteration 5F: 3 clusters Score -8183318 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -8188567.500000 Penalty: 5721.748047
	Iteration 6F: 3 clusters Score -8188568 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -8193909.500000 Penalty: 5721.748047
	Iteration 7F: 3 clusters Score -8193910 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -8198432.000000 Penalty: 5721.748047
	Iteration 8F: 3 clusters Score -8198432 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -8201742.500000 Penalty: 5721.748047
	Iteration 9F: 3 clusters Score -8201742 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -8204139.000000 Penalty: 5721.748047
	Iteration 10Q: 3 clusters Score -8204139 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -8206125.000000 Penalty: 5721.748047
	Iteration 11Q: 3 clusters Score -8206125 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -8207789.000000 Penalty: 5721.748047
	Iteration 12Q: 3 clusters Score -8207789 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -8209127.500000 Penalty: 5721.748047
	Iteration 13Q: 3 clusters Score -8209128 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -8210216.500000 Penalty: 5721.748047
	Iteration 14Q: 3 clusters Score -8210216 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -8210912.000000 Penalty: 5721.748047
	Iteration 15Q: 3 clusters Score -8210912 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -8211340.500000 Penalty: 5721.748047
	Iteration 16Q: 3 clusters Score -8211340 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -8211576.000000 Penalty: 5721.748047
	Iteration 17Q: 3 clusters Score -8211576 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -8211742.000000 Penalty: 5721.748047
	Iteration 18Q: 3 clusters Score -8211742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -8211812.500000 Penalty: 5721.748047
	Iteration 19Q: 3 clusters Score -8211812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -8211867.000000 Penalty: 5721.748047
	Iteration 20F: 3 clusters Score -8211867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -8211899.000000 Penalty: 5721.748047
	Iteration 21Q: 3 clusters Score -8211899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -8211935.500000 Penalty: 5721.748047
	Iteration 22Q: 3 clusters Score -8211936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -8211964.500000 Penalty: 5721.748047
	Iteration 23Q: 3 clusters Score -8211964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -8211991.000000 Penalty: 5721.748047
	Iteration 24Q: 3 clusters Score -8211991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 101779 members 
Entering Unmasked Estep 
Score: -8212003.500000 Penalty: 5721.748047
	Iteration 25Q: 3 clusters Score -8212004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -8212019.500000 Penalty: 5721.748047
	Iteration 26Q: 3 clusters Score -8212020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -8212036.000000 Penalty: 5721.748047
	Iteration 27Q: 3 clusters Score -8212036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101809 members 
Entering Unmasked Estep 
Score: -8212043.000000 Penalty: 5721.748047
	Iteration 28Q: 3 clusters Score -8212043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -8212053.500000 Penalty: 5721.748047
	Iteration 29Q: 3 clusters Score -8212054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -8212072.500000 Penalty: 5721.748047
	Iteration 30Q: 3 clusters Score -8212072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 101826 members 
Entering Unmasked Estep 
Score: -8212080.000000 Penalty: 5721.748047
	Iteration 31Q: 3 clusters Score -8212080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -8212087.000000 Penalty: 5721.748047
	Iteration 32Q: 3 clusters Score -8212087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 101838 members 
Entering Unmasked Estep 
Score: -8212098.000000 Penalty: 5721.748047
	Iteration 33Q: 3 clusters Score -8212098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -8212094.000000 Penalty: 5721.748047
	Iteration 34Q: 3 clusters Score -8212094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -8212104.000000 Penalty: 5721.748047
	Iteration 35Q: 3 clusters Score -8212104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -8212101.000000 Penalty: 5721.748047
	Iteration 36Q: 3 clusters Score -8212101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -8212101.000000 Penalty: 5721.748047
	Iteration 37F: 3 clusters Score -8212101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -70547.132812 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -70547.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68689.453125 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -68689.45 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69038.445312 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -69038.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69313.671875 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -69313.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69545.375000 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -69545.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69699.515625 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -69699.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69809.406250 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -69809.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69910.242188 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -69910.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70011.156250 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -70011.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70055.671875 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -70055.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70081.101562 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -70081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70108.539062 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -70108.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70116.203125 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -70116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70123.171875 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -70123.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70136.726562 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -70136.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70153.593750 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -70153.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70174.335938 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -70174.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70187.132812 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -70187.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70193.343750 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -70193.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70195.390625 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -70195.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70198.750000 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -70198.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70198.796875 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -70198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70216.570312 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -70216.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70217.882812 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -70217.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70217.882812 Penalty: 3372.331787
	Iteration 23F: 3 clusters Score -70217.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -517264.625000 Penalty: 2181.416992
	Iteration 0F: 2 clusters Score -517264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -511742.656250 Penalty: 4362.833984
	Iteration 0F: 3 clusters Score -511742.7 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -513350.875000 Penalty: 4362.833984
	Iteration 1F: 3 clusters Score -513350.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -513714.468750 Penalty: 4362.833984
	Iteration 2F: 3 clusters Score -513714.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -513978.343750 Penalty: 4362.833984
	Iteration 3F: 3 clusters Score -513978.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -514194.812500 Penalty: 4362.833984
	Iteration 4F: 3 clusters Score -514194.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -514384.312500 Penalty: 4362.833984
	Iteration 5Q: 3 clusters Score -514384.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -514519.062500 Penalty: 4362.833984
	Iteration 6Q: 3 clusters Score -514519.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -514610.750000 Penalty: 4362.833984
	Iteration 7Q: 3 clusters Score -514610.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -514692.718750 Penalty: 4362.833984
	Iteration 8Q: 3 clusters Score -514692.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -514753.343750 Penalty: 4362.833984
	Iteration 9Q: 3 clusters Score -514753.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -514810.906250 Penalty: 4362.833984
	Iteration 10Q: 3 clusters Score -514810.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -514863.218750 Penalty: 4362.833984
	Iteration 11Q: 3 clusters Score -514863.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -514906.593750 Penalty: 4362.833984
	Iteration 12Q: 3 clusters Score -514906.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -514956.625000 Penalty: 4362.833984
	Iteration 13Q: 3 clusters Score -514956.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -515011.125000 Penalty: 4362.833984
	Iteration 14Q: 3 clusters Score -515011.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -515075.281250 Penalty: 4362.833984
	Iteration 15Q: 3 clusters Score -515075.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -515138.562500 Penalty: 4362.833984
	Iteration 16Q: 3 clusters Score -515138.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -515210.468750 Penalty: 4362.833984
	Iteration 17Q: 3 clusters Score -515210.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -515288.750000 Penalty: 4362.833984
	Iteration 18Q: 3 clusters Score -515288.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -515369.812500 Penalty: 4362.833984
	Iteration 19Q: 3 clusters Score -515369.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -515464.187500 Penalty: 4362.833984
	Iteration 20F: 3 clusters Score -515464.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -515566.562500 Penalty: 4362.833984
	Iteration 21Q: 3 clusters Score -515566.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -515628.375000 Penalty: 4362.833984
	Iteration 22Q: 3 clusters Score -515628.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -515660.875000 Penalty: 4362.833984
	Iteration 23Q: 3 clusters Score -515660.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -515677.125000 Penalty: 4362.833984
	Iteration 24Q: 3 clusters Score -515677.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -515690.875000 Penalty: 4362.833984
	Iteration 25Q: 3 clusters Score -515690.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -515707.062500 Penalty: 4362.833984
	Iteration 26Q: 3 clusters Score -515707.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -515719.062500 Penalty: 4362.833984
	Iteration 27Q: 3 clusters Score -515719.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -515726.968750 Penalty: 4362.833984
	Iteration 28Q: 3 clusters Score -515727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -515733.281250 Penalty: 4362.833984
	Iteration 29Q: 3 clusters Score -515733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -515735.718750 Penalty: 4362.833984
	Iteration 30Q: 3 clusters Score -515735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -515738.812500 Penalty: 4362.833984
	Iteration 31Q: 3 clusters Score -515738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -515740.343750 Penalty: 4362.833984
	Iteration 32Q: 3 clusters Score -515740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -515740.437500 Penalty: 4362.833984
	Iteration 33Q: 3 clusters Score -515740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -515740.281250 Penalty: 4362.833984
	Iteration 34Q: 3 clusters Score -515740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -515740.312500 Penalty: 4362.833984
	Iteration 35Q: 3 clusters Score -515740.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -515741.906250 Penalty: 4362.833984
	Iteration 36Q: 3 clusters Score -515741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -515741.906250 Penalty: 4362.833984
	Iteration 37F: 3 clusters Score -515741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -146800.843750 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146800.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -147299.343750 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147299.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147434.078125 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147434.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147489.062500 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147489.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -147524.406250 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147524.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -147544.843750 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147544.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -147560.140625 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147575.421875 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147575.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147587.015625 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147594.390625 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147600.984375 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -147604.578125 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147604.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147607.031250 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147608.500000 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -147609.046875 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -147609.500000 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -147609.500000 Penalty: 3758.760254
	Iteration 16F: 3 clusters Score -147609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -373669.250000 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -373669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -369777.750000 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -369777.8 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -370714.562500 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -370714.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -370947.218750 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -370947.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -371127.281250 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -371127.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -371286.656250 Penalty: 4118.784180
	Iteration 4Q: 3 clusters Score -371286.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -371456.656250 Penalty: 4118.784180
	Iteration 5Q: 3 clusters Score -371456.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -371584.562500 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -371584.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -371655.750000 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -371655.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -371718.437500 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -371718.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -371759.562500 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -371759.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -371791.468750 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -371791.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -371824.156250 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -371824.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -371851.500000 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -371851.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -371874.187500 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -371874.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -371890.125000 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -371890.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -371902.125000 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -371902.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -371911.968750 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -371912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -371922.156250 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -371922.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -371930.281250 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -371930.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -371933.125000 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -371933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -371935.437500 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -371935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -371935.593750 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -371935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -371938.000000 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -371938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -371939.437500 Penalty: 4118.784180
	Iteration 23Q: 3 clusters Score -371939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -371940.968750 Penalty: 4118.784180
	Iteration 24Q: 3 clusters Score -371941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -371941.062500 Penalty: 4118.784180
	Iteration 25Q: 3 clusters Score -371941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -371942.406250 Penalty: 4118.784180
	Iteration 26Q: 3 clusters Score -371942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -371944.375000 Penalty: 4118.784180
	Iteration 27Q: 3 clusters Score -371944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371945.156250 Penalty: 4118.784180
	Iteration 28Q: 3 clusters Score -371945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371944.968750 Penalty: 4118.784180
	Iteration 29Q: 3 clusters Score -371945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -371944.968750 Penalty: 4118.784180
	Iteration 30F: 3 clusters Score -371945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -523173.968750 Penalty: 2209.691406
	Iteration 0F: 2 clusters Score -523174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -517155.812500 Penalty: 4419.382812
	Iteration 0F: 3 clusters Score -517155.8 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -518781.687500 Penalty: 4419.382812
	Iteration 1F: 3 clusters Score -518781.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -519216.843750 Penalty: 4419.382812
	Iteration 2F: 3 clusters Score -519216.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -519626.656250 Penalty: 4419.382812
	Iteration 3F: 3 clusters Score -519626.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -520032.875000 Penalty: 4419.382812
	Iteration 4F: 3 clusters Score -520032.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -520488.625000 Penalty: 4419.382812
	Iteration 5F: 3 clusters Score -520488.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -520909.468750 Penalty: 4419.382812
	Iteration 6F: 3 clusters Score -520909.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -521184.312500 Penalty: 4419.382812
	Iteration 7Q: 3 clusters Score -521184.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -521377.906250 Penalty: 4419.382812
	Iteration 8Q: 3 clusters Score -521377.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -521525.281250 Penalty: 4419.382812
	Iteration 9Q: 3 clusters Score -521525.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -521634.218750 Penalty: 4419.382812
	Iteration 10Q: 3 clusters Score -521634.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -521706.125000 Penalty: 4419.382812
	Iteration 11Q: 3 clusters Score -521706.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -521774.250000 Penalty: 4419.382812
	Iteration 12Q: 3 clusters Score -521774.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -521835.562500 Penalty: 4419.382812
	Iteration 13Q: 3 clusters Score -521835.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -521885.781250 Penalty: 4419.382812
	Iteration 14Q: 3 clusters Score -521885.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -521932.937500 Penalty: 4419.382812
	Iteration 15Q: 3 clusters Score -521932.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -521988.375000 Penalty: 4419.382812
	Iteration 16Q: 3 clusters Score -521988.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -522031.406250 Penalty: 4419.382812
	Iteration 17Q: 3 clusters Score -522031.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -522060.593750 Penalty: 4419.382812
	Iteration 18Q: 3 clusters Score -522060.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -522088.093750 Penalty: 4419.382812
	Iteration 19Q: 3 clusters Score -522088.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -522108.031250 Penalty: 4419.382812
	Iteration 20F: 3 clusters Score -522108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -522123.281250 Penalty: 4419.382812
	Iteration 21Q: 3 clusters Score -522123.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -522133.562500 Penalty: 4419.382812
	Iteration 22Q: 3 clusters Score -522133.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -522144.250000 Penalty: 4419.382812
	Iteration 23Q: 3 clusters Score -522144.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -522154.781250 Penalty: 4419.382812
	Iteration 24Q: 3 clusters Score -522154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -522163.468750 Penalty: 4419.382812
	Iteration 25Q: 3 clusters Score -522163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -522164.656250 Penalty: 4419.382812
	Iteration 26Q: 3 clusters Score -522164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -522165.437500 Penalty: 4419.382812
	Iteration 27Q: 3 clusters Score -522165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -522166.125000 Penalty: 4419.382812
	Iteration 28Q: 3 clusters Score -522166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -522167.500000 Penalty: 4419.382812
	Iteration 29Q: 3 clusters Score -522167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -522166.500000 Penalty: 4419.382812
	Iteration 30Q: 3 clusters Score -522166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -522167.156250 Penalty: 4419.382812
	Iteration 31Q: 3 clusters Score -522167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -522167.468750 Penalty: 4419.382812
	Iteration 32Q: 3 clusters Score -522167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -522167.468750 Penalty: 4419.382812
	Iteration 33F: 3 clusters Score -522167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -108390.703125 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -108390.7 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 608 members 
Entering Unmasked Estep 
Score: -106340.515625 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -106340.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106731.070312 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -106731.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -106869.125000 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -106869.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -106956.656250 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -106956.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -107054.242188 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -107054.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -107151.273438 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -107151.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -107236.375000 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -107236.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -107291.031250 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -107291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -107341.742188 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -107341.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -107385.734375 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -107385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -107415.562500 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -107415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107438.445312 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -107438.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -107473.648438 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -107473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -107497.656250 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -107497.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -107520.609375 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -107520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -107529.296875 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -107529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -107535.890625 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -107535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -107539.148438 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -107539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -107541.187500 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -107541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107544.375000 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -107544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107547.531250 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -107547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107551.515625 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -107551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -107553.062500 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -107553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -107556.054688 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -107556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -107558.765625 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -107558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -107558.765625 Penalty: 3516.678223
	Iteration 25F: 3 clusters Score -107558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -343986.906250 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -343986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -339800.000000 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -339800 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -340774.125000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -340774.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -341017.781250 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -341017.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -341187.718750 Penalty: 4160.106934
	Iteration 3F: 3 clusters Score -341187.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -341365.312500 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -341365.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -341514.718750 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -341514.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -341632.093750 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -341632.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -341737.375000 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -341737.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -341837.625000 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -341837.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -341938.781250 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -341938.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -342021.625000 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -342021.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -342120.531250 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -342120.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -342186.875000 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -342186.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -342236.375000 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -342236.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -342277.437500 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -342277.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -342311.937500 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -342311.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -342348.562500 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -342348.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -342381.218750 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -342381.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -342407.031250 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -342407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -342435.125000 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -342435.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -342464.187500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -342464.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -342489.093750 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -342489.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -342514.156250 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -342514.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -342545.937500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -342545.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -342578.968750 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -342579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -342613.281250 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -342613.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -342632.968750 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -342633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -342648.906250 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -342648.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -342661.062500 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -342661.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -342676.468750 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -342676.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -342688.187500 Penalty: 4160.106934
	Iteration 30Q: 3 clusters Score -342688.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -342696.687500 Penalty: 4160.106934
	Iteration 31Q: 3 clusters Score -342696.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -342702.937500 Penalty: 4160.106934
	Iteration 32Q: 3 clusters Score -342702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -342709.531250 Penalty: 4160.106934
	Iteration 33Q: 3 clusters Score -342709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -342713.843750 Penalty: 4160.106934
	Iteration 34Q: 3 clusters Score -342713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -342716.406250 Penalty: 4160.106934
	Iteration 35Q: 3 clusters Score -342716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -342716.218750 Penalty: 4160.106934
	Iteration 36Q: 3 clusters Score -342716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -342716.375000 Penalty: 4160.106934
	Iteration 37Q: 3 clusters Score -342716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -342718.000000 Penalty: 4160.106934
	Iteration 38Q: 3 clusters Score -342718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -342720.218750 Penalty: 4160.106934
	Iteration 39Q: 3 clusters Score -342720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -342723.000000 Penalty: 4160.106934
	Iteration 40F: 3 clusters Score -342723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -342724.187500 Penalty: 4160.106934
	Iteration 41Q: 3 clusters Score -342724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -342726.812500 Penalty: 4160.106934
	Iteration 42Q: 3 clusters Score -342726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -342727.468750 Penalty: 4160.106934
	Iteration 43Q: 3 clusters Score -342727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -342729.968750 Penalty: 4160.106934
	Iteration 44Q: 3 clusters Score -342730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -342732.593750 Penalty: 4160.106934
	Iteration 45Q: 3 clusters Score -342732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -342734.593750 Penalty: 4160.106934
	Iteration 46Q: 3 clusters Score -342734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -342735.687500 Penalty: 4160.106934
	Iteration 47Q: 3 clusters Score -342735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342736.218750 Penalty: 4160.106934
	Iteration 48Q: 3 clusters Score -342736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342736.218750 Penalty: 4160.106934
	Iteration 49F: 3 clusters Score -342736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -402563.781250 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -402563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -397938.093750 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -397938.1 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -399068.343750 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -399068.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -399301.062500 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -399301.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -399446.906250 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -399446.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -399561.843750 Penalty: 4243.886230
	Iteration 4Q: 3 clusters Score -399561.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -399671.843750 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -399671.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -399786.468750 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -399786.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -399903.687500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -399903.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -400056.343750 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -400056.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -400200.593750 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -400200.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -400325.031250 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -400325 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -400429.031250 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -400429 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -400496.937500 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -400496.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -400547.500000 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -400547.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -400587.250000 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -400587.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -400615.687500 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -400615.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -400636.437500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -400636.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -400660.656250 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -400660.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -400685.218750 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -400685.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -400706.343750 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -400706.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -400728.062500 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -400728.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -400746.781250 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -400746.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -400761.656250 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -400761.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -400773.875000 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -400773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -400782.781250 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -400782.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -400792.937500 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -400792.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -400804.406250 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -400804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -400815.062500 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -400815.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -400825.531250 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -400825.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -400833.125000 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -400833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -400839.781250 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -400839.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -400846.437500 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -400846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -400849.687500 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -400849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -400852.968750 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -400853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -400856.156250 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -400856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -400859.312500 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -400859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -400860.875000 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -400860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -400861.875000 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -400861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -400864.093750 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -400864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -400864.093750 Penalty: 4243.886230
	Iteration 39F: 3 clusters Score -400864.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (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: -114361.851562 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -114361.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112205.656250 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -112205.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -112683.164062 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -112683.2 nChanged 114
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: -112901.125000 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -112901.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -113046.046875 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -113046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -113136.132812 Penalty: 3562.823486
	Iteration 4F: 3 clusters Score -113136.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113181.210938 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -113181.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -113207.609375 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -113207.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -113226.507812 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -113226.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -113240.023438 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -113240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -113245.953125 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -113246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -113253.367188 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -113253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -113260.164062 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -113260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -113264.648438 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -113264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -113269.835938 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -113269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -113275.812500 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -113275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -113275.984375 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -113276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -113275.984375 Penalty: 3562.823486
	Iteration 16F: 3 clusters Score -113276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -63222.253906 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -63222.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61508.503906 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -61508.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61817.652344 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -61817.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61911.003906 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -61911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61968.664062 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -61968.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62023.476562 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -62023.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62078.339844 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -62078.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62102.093750 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -62102.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62121.703125 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -62121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62138.226562 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -62138.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62158.027344 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -62158.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62174.136719 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -62174.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62180.574219 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -62180.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62194.683594 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -62194.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62225.519531 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -62225.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62266.933594 Penalty: 3316.187012
	Iteration 14Q: 3 clusters Score -62266.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62303.777344 Penalty: 3316.187012
	Iteration 15Q: 3 clusters Score -62303.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62330.152344 Penalty: 3316.187012
	Iteration 16Q: 3 clusters Score -62330.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62368.425781 Penalty: 3316.187012
	Iteration 17Q: 3 clusters Score -62368.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62400.195312 Penalty: 3316.187012
	Iteration 18Q: 3 clusters Score -62400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62427.511719 Penalty: 3316.187012
	Iteration 19Q: 3 clusters Score -62427.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62476.734375 Penalty: 3316.187012
	Iteration 20F: 3 clusters Score -62476.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62500.515625 Penalty: 3316.187012
	Iteration 21Q: 3 clusters Score -62500.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62512.421875 Penalty: 3316.187012
	Iteration 22Q: 3 clusters Score -62512.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62524.695312 Penalty: 3316.187012
	Iteration 23Q: 3 clusters Score -62524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62549.003906 Penalty: 3316.187012
	Iteration 24Q: 3 clusters Score -62549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62580.425781 Penalty: 3316.187012
	Iteration 25Q: 3 clusters Score -62580.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62597.718750 Penalty: 3316.187012
	Iteration 26Q: 3 clusters Score -62597.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -62618.472656 Penalty: 3316.187012
	Iteration 27Q: 3 clusters Score -62618.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -62642.964844 Penalty: 3316.187012
	Iteration 28Q: 3 clusters Score -62642.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62654.000000 Penalty: 3316.187012
	Iteration 29Q: 3 clusters Score -62654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62663.937500 Penalty: 3316.187012
	Iteration 30Q: 3 clusters Score -62663.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62665.445312 Penalty: 3316.187012
	Iteration 31Q: 3 clusters Score -62665.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62665.445312 Penalty: 3316.187012
	Iteration 32F: 3 clusters Score -62665.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -75114.437500 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -75114.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73210.093750 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -73210.09 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73464.273438 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -73464.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73532.398438 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -73532.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73548.023438 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -73548.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73556.125000 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -73556.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73561.289062 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -73561.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -73565.867188 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -73565.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -73569.531250 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -73569.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -73569.820312 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -73569.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -73569.820312 Penalty: 3410.115234
	Iteration 9F: 3 clusters Score -73569.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -244440.890625 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -244440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -241359.171875 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -241359.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -242020.953125 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -242021 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242251.203125 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -242251.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242441.500000 Penalty: 3929.621338
	Iteration 3F: 3 clusters Score -242441.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -242601.484375 Penalty: 3929.621338
	Iteration 4F: 3 clusters Score -242601.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242731.500000 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -242731.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -242861.187500 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -242861.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -242984.359375 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -242984.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -243083.312500 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -243083.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243143.250000 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -243143.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243188.640625 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -243188.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -243223.343750 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -243223.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -243246.828125 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -243246.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -243270.609375 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -243270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -243291.828125 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -243291.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243306.843750 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -243306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -243312.109375 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -243312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243313.578125 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -243313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -243316.671875 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -243316.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243319.812500 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -243319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243325.953125 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -243326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243334.593750 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -243334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -243337.656250 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -243337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -243341.000000 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -243341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243341.796875 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -243341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243342.281250 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -243342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -243344.625000 Penalty: 3929.621338
	Iteration 26Q: 3 clusters Score -243344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -243345.765625 Penalty: 3929.621338
	Iteration 27Q: 3 clusters Score -243345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243345.796875 Penalty: 3929.621338
	Iteration 28Q: 3 clusters Score -243345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243345.796875 Penalty: 3929.621338
	Iteration 29F: 3 clusters Score -243345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.640625 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99986.906250 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -99986.91 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100407.687500 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100407.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -100550.515625 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100550.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -100643.937500 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -100643.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100727.015625 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -100727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100795.382812 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -100795.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100872.906250 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -100872.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100945.984375 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -100946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101027.507812 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101027.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101111.695312 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101111.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101206.546875 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101206.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101276.226562 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101276.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101343.882812 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -101343.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -101391.835938 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -101391.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101426.007812 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -101426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101443.875000 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -101443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101453.250000 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -101453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101468.351562 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -101468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101476.609375 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -101476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101476.843750 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -101476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101480.437500 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -101480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101483.781250 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -101483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101483.781250 Penalty: 3492.974121
	Iteration 22F: 3 clusters Score -101483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162273 members 
Mstep: Class 8 contains 18352 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23817 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 138579 members 
Mstep: Class 16 contains 12071 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 103606 members 
Mstep: Class 20 contains 11576 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51396 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 17203 members 
Mstep: Class 28 contains 3709 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20349 members 
Mstep: Class 32 contains 135330 members 
Mstep: Class 33 contains 122286 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76432 members 
Mstep: Class 37 contains 38409 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34761 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2758 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 129927 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5840 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3212 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1922 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 5373 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 111264 members 
Mstep: Class 61 contains 16052 members 
Mstep: Class 62 contains 102312 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6608 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4040 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1200 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5199 members 
Mstep: Class 71 contains 1317 members 
Mstep: Class 72 contains 801 members 
Mstep: Class 73 contains 968 members 
Mstep: Class 74 contains 2759 members 
Mstep: Class 75 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794224.000000 Penalty: 267686.375000
Iteration 159Q: 76 clusters Score -1.507942e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162270 members 
Mstep: Class 8 contains 18371 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23786 members 
Mstep: Class 14 contains 43405 members 
Mstep: Class 15 contains 138608 members 
Mstep: Class 16 contains 12066 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 103722 members 
Mstep: Class 20 contains 11574 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51390 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 17278 members 
Mstep: Class 28 contains 3715 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20349 members 
Mstep: Class 32 contains 135242 members 
Mstep: Class 33 contains 122305 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76514 members 
Mstep: Class 37 contains 38403 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34748 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2746 members 
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Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 129866 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 20798 members 
Mstep: Class 48 contains 5832 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3245 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1922 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1355 members 
Mstep: Class 58 contains 5374 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 111107 members 
Mstep: Class 61 contains 16048 members 
Mstep: Class 62 contains 102312 members 
Mstep: Class 63 contains 898 members 
Mstep: Class 64 contains 6608 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4036 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5200 members 
Mstep: Class 71 contains 1320 members 
Mstep: Class 72 contains 802 members 
Mstep: Class 73 contains 969 members 
Mstep: Class 74 contains 2758 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794304.000000 Penalty: 267686.375000
Iteration 160F: 76 clusters Score -1.507943e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162276 members 
Mstep: Class 8 contains 18393 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23754 members 
Mstep: Class 14 contains 43417 members 
Mstep: Class 15 contains 138624 members 
Mstep: Class 16 contains 12054 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 103858 members 
Mstep: Class 20 contains 11574 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51386 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4036 members 
Mstep: Class 27 contains 17332 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20353 members 
Mstep: Class 32 contains 135166 members 
Mstep: Class 33 contains 122320 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76563 members 
Mstep: Class 37 contains 38401 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34736 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2745 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1073 members 
Mstep: Class 45 contains 129801 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5828 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3279 members 
Mstep: Class 51 contains 16999 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1923 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5374 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 110955 members 
Mstep: Class 61 contains 16053 members 
Mstep: Class 62 contains 102312 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6609 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4036 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1322 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 969 members 
Mstep: Class 74 contains 2758 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794240.000000 Penalty: 267686.375000
Iteration 161Q: 76 clusters Score -1.507942e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162269 members 
Mstep: Class 8 contains 18410 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23705 members 
Mstep: Class 14 contains 43428 members 
Mstep: Class 15 contains 138637 members 
Mstep: Class 16 contains 12043 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 104002 members 
Mstep: Class 20 contains 11578 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51382 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4038 members 
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Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20351 members 
Mstep: Class 32 contains 135122 members 
Mstep: Class 33 contains 122342 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76628 members 
Mstep: Class 37 contains 38396 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34728 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2740 members 
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Mstep: Class 43 contains 6426 members 
Mstep: Class 44 contains 1074 members 
Mstep: Class 45 contains 129737 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5827 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3319 members 
Mstep: Class 51 contains 17004 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1924 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5373 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 110772 members 
Mstep: Class 61 contains 16055 members 
Mstep: Class 62 contains 102312 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6609 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4035 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1323 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 969 members 
Mstep: Class 74 contains 2759 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794224.000000 Penalty: 267686.375000
Iteration 162Q: 76 clusters Score -1.507942e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162259 members 
Mstep: Class 8 contains 18426 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23662 members 
Mstep: Class 14 contains 43438 members 
Mstep: Class 15 contains 138647 members 
Mstep: Class 16 contains 12026 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 104139 members 
Mstep: Class 20 contains 11580 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51380 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4039 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20351 members 
Mstep: Class 32 contains 135077 members 
Mstep: Class 33 contains 122377 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76715 members 
Mstep: Class 37 contains 38394 members 
Mstep: Class 38 contains 3778 members 
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Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2739 members 
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Mstep: Class 43 contains 6426 members 
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Mstep: Class 45 contains 129676 members 
Mstep: Class 46 contains 1653 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5819 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3367 members 
Mstep: Class 51 contains 17002 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1924 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
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Mstep: Class 58 contains 5371 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 110569 members 
Mstep: Class 61 contains 16058 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6609 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4034 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1327 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 969 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794432.000000 Penalty: 267686.375000
Iteration 163Q: 76 clusters Score -1.507944e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162254 members 
Mstep: Class 8 contains 18423 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 43448 members 
Mstep: Class 15 contains 138660 members 
Mstep: Class 16 contains 12005 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 104288 members 
Mstep: Class 20 contains 11583 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51383 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4039 members 
Mstep: Class 27 contains 17480 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20352 members 
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Mstep: Class 33 contains 122399 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76785 members 
Mstep: Class 37 contains 38388 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34712 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2740 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6425 members 
Mstep: Class 44 contains 1074 members 
Mstep: Class 45 contains 129623 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5811 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3426 members 
Mstep: Class 51 contains 17004 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1924 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1356 members 
Mstep: Class 58 contains 5370 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 110352 members 
Mstep: Class 61 contains 16060 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6610 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4035 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1332 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 970 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794256.000000 Penalty: 267686.375000
Iteration 164Q: 76 clusters Score -1.507943e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5937 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162249 members 
Mstep: Class 8 contains 18435 members 
Mstep: Class 9 contains 3686 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 138697 members 
Mstep: Class 16 contains 11983 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 104440 members 
Mstep: Class 20 contains 11585 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51383 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 17531 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20353 members 
Mstep: Class 32 contains 135023 members 
Mstep: Class 33 contains 122421 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76851 members 
Mstep: Class 37 contains 38381 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34703 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2739 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1074 members 
Mstep: Class 45 contains 129574 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5806 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3490 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1924 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1357 members 
Mstep: Class 58 contains 5376 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 110137 members 
Mstep: Class 61 contains 16060 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6610 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4035 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1332 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2757 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794304.000000 Penalty: 267686.375000
Iteration 165Q: 76 clusters Score -1.507943e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5936 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162253 members 
Mstep: Class 8 contains 18444 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23477 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 138733 members 
Mstep: Class 16 contains 11964 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 104586 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51381 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 17584 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20354 members 
Mstep: Class 32 contains 134975 members 
Mstep: Class 33 contains 122441 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76892 members 
Mstep: Class 37 contains 38373 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34693 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2738 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 129525 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5798 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3559 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1926 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1357 members 
Mstep: Class 58 contains 5380 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 109929 members 
Mstep: Class 61 contains 16061 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6611 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4034 members 
Mstep: Class 67 contains 7406 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1336 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2758 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794336.000000 Penalty: 267686.375000
Iteration 166Q: 76 clusters Score -1.507943e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162250 members 
Mstep: Class 8 contains 18446 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23446 members 
Mstep: Class 14 contains 43464 members 
Mstep: Class 15 contains 138777 members 
Mstep: Class 16 contains 11929 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 104730 members 
Mstep: Class 20 contains 11588 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51377 members 
Mstep: Class 23 contains 1705 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 17637 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20356 members 
Mstep: Class 32 contains 134918 members 
Mstep: Class 33 contains 122466 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76957 members 
Mstep: Class 37 contains 38364 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34686 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2738 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 129486 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5784 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3607 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1357 members 
Mstep: Class 58 contains 5383 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 109720 members 
Mstep: Class 61 contains 16062 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6612 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4035 members 
Mstep: Class 67 contains 7404 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1337 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2760 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794352.000000 Penalty: 267686.375000
Iteration 167Q: 76 clusters Score -1.507944e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162252 members 
Mstep: Class 8 contains 18450 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23414 members 
Mstep: Class 14 contains 43475 members 
Mstep: Class 15 contains 138812 members 
Mstep: Class 16 contains 11899 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169787 members 
Mstep: Class 19 contains 104862 members 
Mstep: Class 20 contains 11590 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 51375 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4046 members 
Mstep: Class 27 contains 17698 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20352 members 
Mstep: Class 32 contains 134860 members 
Mstep: Class 33 contains 122492 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77034 members 
Mstep: Class 37 contains 38348 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34680 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2731 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 129442 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5775 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3653 members 
Mstep: Class 51 contains 17004 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1358 members 
Mstep: Class 58 contains 5386 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 109515 members 
Mstep: Class 61 contains 16061 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6612 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4033 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1340 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2762 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794224.000000 Penalty: 267686.375000
Iteration 168Q: 76 clusters Score -1.507942e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162248 members 
Mstep: Class 8 contains 18448 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23370 members 
Mstep: Class 14 contains 43484 members 
Mstep: Class 15 contains 138857 members 
Mstep: Class 16 contains 11868 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169787 members 
Mstep: Class 19 contains 104974 members 
Mstep: Class 20 contains 11592 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51370 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4046 members 
Mstep: Class 27 contains 17751 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20352 members 
Mstep: Class 32 contains 134820 members 
Mstep: Class 33 contains 122528 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77126 members 
Mstep: Class 37 contains 38349 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34668 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2727 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 129393 members 
Mstep: Class 46 contains 1655 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5769 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3710 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1359 members 
Mstep: Class 58 contains 5387 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 109300 members 
Mstep: Class 61 contains 16062 members 
Mstep: Class 62 contains 102311 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6614 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4031 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1340 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2765 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794192.000000 Penalty: 267686.375000
Iteration 169Q: 76 clusters Score -1.507942e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 162254 members 
Mstep: Class 8 contains 18440 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23319 members 
Mstep: Class 14 contains 43482 members 
Mstep: Class 15 contains 138903 members 
Mstep: Class 16 contains 11834 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169787 members 
Mstep: Class 19 contains 105109 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51368 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4049 members 
Mstep: Class 27 contains 17795 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20350 members 
Mstep: Class 32 contains 134785 members 
Mstep: Class 33 contains 122567 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77187 members 
Mstep: Class 37 contains 38349 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34658 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2720 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1074 members 
Mstep: Class 45 contains 129353 members 
Mstep: Class 46 contains 1656 members 
Mstep: Class 47 contains 20797 members 
Mstep: Class 48 contains 5757 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3763 members 
Mstep: Class 51 contains 17003 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1359 members 
Mstep: Class 58 contains 5394 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 109103 members 
Mstep: Class 61 contains 16062 members 
Mstep: Class 62 contains 102310 members 
Mstep: Class 63 contains 900 members 
Mstep: Class 64 contains 6617 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4028 members 
Mstep: Class 67 contains 7404 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1339 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2767 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794480.000000 Penalty: 267686.375000
Iteration 170Q: 76 clusters Score -1.507945e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 162255 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23272 members 
Mstep: Class 14 contains 43487 members 
Mstep: Class 15 contains 138931 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169787 members 
Mstep: Class 19 contains 105268 members 
Mstep: Class 20 contains 11594 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51371 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4050 members 
Mstep: Class 27 contains 17837 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20351 members 
Mstep: Class 32 contains 134756 members 
Mstep: Class 33 contains 122609 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77219 members 
Mstep: Class 37 contains 38347 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34646 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2715 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 129310 members 
Mstep: Class 46 contains 1658 members 
Mstep: Class 47 contains 20796 members 
Mstep: Class 48 contains 5749 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3824 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1359 members 
Mstep: Class 58 contains 5394 members 
Mstep: Class 59 contains 470 members 
Mstep: Class 60 contains 108902 members 
Mstep: Class 61 contains 16063 members 
Mstep: Class 62 contains 102310 members 
Mstep: Class 63 contains 900 members 
Mstep: Class 64 contains 6618 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4027 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1339 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2767 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794016.000000 Penalty: 267686.375000
Iteration 171Q: 76 clusters Score -1.50794e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 162252 members 
Mstep: Class 8 contains 18444 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23231 members 
Mstep: Class 14 contains 43494 members 
Mstep: Class 15 contains 138953 members 
Mstep: Class 16 contains 11759 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 105413 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51379 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 17891 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20351 members 
Mstep: Class 32 contains 134722 members 
Mstep: Class 33 contains 122646 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77274 members 
Mstep: Class 37 contains 38339 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34632 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2710 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 129265 members 
Mstep: Class 46 contains 1658 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5745 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3867 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1362 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 108708 members 
Mstep: Class 61 contains 16066 members 
Mstep: Class 62 contains 102310 members 
Mstep: Class 63 contains 900 members 
Mstep: Class 64 contains 6621 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4025 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1340 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2769 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793808.000000 Penalty: 267686.375000
Iteration 172Q: 76 clusters Score -1.507938e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 162241 members 
Mstep: Class 8 contains 18442 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23172 members 
Mstep: Class 14 contains 43498 members 
Mstep: Class 15 contains 138996 members 
Mstep: Class 16 contains 11720 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 105584 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51377 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 17947 members 
Mstep: Class 28 contains 3723 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20354 members 
Mstep: Class 32 contains 134666 members 
Mstep: Class 33 contains 122702 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77308 members 
Mstep: Class 37 contains 38338 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34618 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2700 members 
Mstep: Class 42 contains 5916 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 129213 members 
Mstep: Class 46 contains 1659 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5744 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3927 members 
Mstep: Class 51 contains 17002 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1364 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 108512 members 
Mstep: Class 61 contains 16068 members 
Mstep: Class 62 contains 102310 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 6622 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4024 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1341 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 971 members 
Mstep: Class 74 contains 2770 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793600.000000 Penalty: 267686.375000
Iteration 173Q: 76 clusters Score -1.507936e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 162227 members 
Mstep: Class 8 contains 18435 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23146 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 15 contains 139021 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 105771 members 
Mstep: Class 20 contains 11596 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51383 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 18003 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20354 members 
Mstep: Class 32 contains 134620 members 
Mstep: Class 33 contains 122763 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77362 members 
Mstep: Class 37 contains 38338 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34599 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2694 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 129140 members 
Mstep: Class 46 contains 1660 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5741 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3968 members 
Mstep: Class 51 contains 17004 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1364 members 
Mstep: Class 58 contains 5396 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 108289 members 
Mstep: Class 61 contains 16068 members 
Mstep: Class 62 contains 102310 members 
Mstep: Class 63 contains 898 members 
Mstep: Class 64 contains 6623 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4023 members 
Mstep: Class 67 contains 7403 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1342 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 972 members 
Mstep: Class 74 contains 2771 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793744.000000 Penalty: 267686.375000
Iteration 174Q: 76 clusters Score -1.507937e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1396 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162205 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23117 members 
Mstep: Class 14 contains 43500 members 
Mstep: Class 15 contains 139069 members 
Mstep: Class 16 contains 11653 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169788 members 
Mstep: Class 19 contains 105942 members 
Mstep: Class 20 contains 11598 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51383 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 18076 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20353 members 
Mstep: Class 32 contains 134572 members 
Mstep: Class 33 contains 122844 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77377 members 
Mstep: Class 37 contains 38337 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34576 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2684 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 129071 members 
Mstep: Class 46 contains 1660 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5736 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 3999 members 
Mstep: Class 51 contains 17004 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1366 members 
Mstep: Class 58 contains 5394 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 108098 members 
Mstep: Class 61 contains 16070 members 
Mstep: Class 62 contains 102310 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6624 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4019 members 
Mstep: Class 67 contains 7402 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4389 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1347 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 973 members 
Mstep: Class 74 contains 2771 members 
Mstep: Class 75 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793504.000000 Penalty: 267686.375000
Iteration 175Q: 76 clusters Score -1.507935e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162195 members 
Mstep: Class 8 contains 18453 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 43507 members 
Mstep: Class 15 contains 139136 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 106117 members 
Mstep: Class 20 contains 11600 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51383 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4056 members 
Mstep: Class 27 contains 18149 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20355 members 
Mstep: Class 32 contains 134509 members 
Mstep: Class 33 contains 122921 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77392 members 
Mstep: Class 37 contains 38334 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34549 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2676 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 128981 members 
Mstep: Class 46 contains 1660 members 
Mstep: Class 47 contains 20794 members 
Mstep: Class 48 contains 5734 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4044 members 
Mstep: Class 51 contains 16998 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1367 members 
Mstep: Class 58 contains 5392 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 107897 members 
Mstep: Class 61 contains 16077 members 
Mstep: Class 62 contains 102309 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6624 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4019 members 
Mstep: Class 67 contains 7402 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1350 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 974 members 
Mstep: Class 74 contains 2771 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793296.000000 Penalty: 267686.375000
Iteration 176Q: 76 clusters Score -1.507933e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162190 members 
Mstep: Class 8 contains 18473 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 23020 members 
Mstep: Class 14 contains 43515 members 
Mstep: Class 15 contains 139178 members 
Mstep: Class 16 contains 11592 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 106285 members 
Mstep: Class 20 contains 11601 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51387 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4056 members 
Mstep: Class 27 contains 18215 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20358 members 
Mstep: Class 32 contains 134460 members 
Mstep: Class 33 contains 122987 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77446 members 
Mstep: Class 37 contains 38325 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34516 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2673 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128900 members 
Mstep: Class 46 contains 1660 members 
Mstep: Class 47 contains 20793 members 
Mstep: Class 48 contains 5727 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4086 members 
Mstep: Class 51 contains 16994 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1370 members 
Mstep: Class 58 contains 5387 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 107678 members 
Mstep: Class 61 contains 16078 members 
Mstep: Class 62 contains 102307 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6625 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4017 members 
Mstep: Class 67 contains 7404 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1350 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 975 members 
Mstep: Class 74 contains 2771 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793232.000000 Penalty: 267686.375000
Iteration 177Q: 76 clusters Score -1.507932e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162181 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 3742 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 22973 members 
Mstep: Class 14 contains 43528 members 
Mstep: Class 15 contains 139202 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 106455 members 
Mstep: Class 20 contains 11602 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51392 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 18282 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20360 members 
Mstep: Class 32 contains 134426 members 
Mstep: Class 33 contains 123053 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77460 members 
Mstep: Class 37 contains 38322 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34486 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2670 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128820 members 
Mstep: Class 46 contains 1663 members 
Mstep: Class 47 contains 20793 members 
Mstep: Class 48 contains 5722 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4136 members 
Mstep: Class 51 contains 16992 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1926 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1371 members 
Mstep: Class 58 contains 5387 members 
Mstep: Class 59 contains 471 members 
Mstep: Class 60 contains 107482 members 
Mstep: Class 61 contains 16081 members 
Mstep: Class 62 contains 102305 members 
Mstep: Class 63 contains 897 members 
Mstep: Class 64 contains 6627 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4012 members 
Mstep: Class 67 contains 7407 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1350 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 974 members 
Mstep: Class 74 contains 2771 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792992.000000 Penalty: 267686.375000
Iteration 178Q: 76 clusters Score -1.50793e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 1384 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162165 members 
Mstep: Class 8 contains 18517 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 22908 members 
Mstep: Class 14 contains 43536 members 
Mstep: Class 15 contains 139201 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 106638 members 
Mstep: Class 20 contains 11602 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51396 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 18373 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20362 members 
Mstep: Class 32 contains 134418 members 
Mstep: Class 33 contains 123131 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77482 members 
Mstep: Class 37 contains 38316 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34461 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2660 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128726 members 
Mstep: Class 46 contains 1665 members 
Mstep: Class 47 contains 20793 members 
Mstep: Class 48 contains 5717 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4189 members 
Mstep: Class 51 contains 16987 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1927 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1371 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 472 members 
Mstep: Class 60 contains 107289 members 
Mstep: Class 61 contains 16085 members 
Mstep: Class 62 contains 102304 members 
Mstep: Class 63 contains 896 members 
Mstep: Class 64 contains 6627 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4006 members 
Mstep: Class 67 contains 7411 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5202 members 
Mstep: Class 71 contains 1352 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 974 members 
Mstep: Class 74 contains 2772 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793136.000000 Penalty: 267686.375000
Iteration 179Q: 76 clusters Score -1.507931e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162142 members 
Mstep: Class 8 contains 18523 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22885 members 
Mstep: Class 14 contains 43545 members 
Mstep: Class 15 contains 139219 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 106795 members 
Mstep: Class 20 contains 11603 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51400 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 18473 members 
Mstep: Class 28 contains 3722 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20364 members 
Mstep: Class 32 contains 134418 members 
Mstep: Class 33 contains 123186 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77491 members 
Mstep: Class 37 contains 38308 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34433 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2649 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128632 members 
Mstep: Class 46 contains 1665 members 
Mstep: Class 47 contains 20793 members 
Mstep: Class 48 contains 5713 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4230 members 
Mstep: Class 51 contains 16983 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1929 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1371 members 
Mstep: Class 58 contains 5382 members 
Mstep: Class 59 contains 472 members 
Mstep: Class 60 contains 107085 members 
Mstep: Class 61 contains 16088 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 895 members 
Mstep: Class 64 contains 6631 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4003 members 
Mstep: Class 67 contains 7411 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1359 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 975 members 
Mstep: Class 74 contains 2772 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792768.000000 Penalty: 267686.375000
Iteration 180F: 76 clusters Score -1.507928e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 162118 members 
Mstep: Class 8 contains 18520 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22869 members 
Mstep: Class 14 contains 43557 members 
Mstep: Class 15 contains 139227 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 106948 members 
Mstep: Class 20 contains 11607 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51402 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 18556 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20366 members 
Mstep: Class 32 contains 134417 members 
Mstep: Class 33 contains 123235 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77468 members 
Mstep: Class 37 contains 38299 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34408 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2641 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128541 members 
Mstep: Class 46 contains 1667 members 
Mstep: Class 47 contains 20792 members 
Mstep: Class 48 contains 5709 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4267 members 
Mstep: Class 51 contains 16976 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1930 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1372 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 472 members 
Mstep: Class 60 contains 106928 members 
Mstep: Class 61 contains 16091 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 894 members 
Mstep: Class 64 contains 6638 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 4002 members 
Mstep: Class 67 contains 7411 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4390 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1366 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 976 members 
Mstep: Class 74 contains 2773 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792832.000000 Penalty: 267686.375000
Iteration 181Q: 76 clusters Score -1.507928e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162094 members 
Mstep: Class 8 contains 18532 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22849 members 
Mstep: Class 14 contains 43559 members 
Mstep: Class 15 contains 139251 members 
Mstep: Class 16 contains 11481 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 107100 members 
Mstep: Class 20 contains 11608 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51408 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 18619 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 134381 members 
Mstep: Class 33 contains 123285 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77455 members 
Mstep: Class 37 contains 38296 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34383 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2639 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128455 members 
Mstep: Class 46 contains 1668 members 
Mstep: Class 47 contains 20791 members 
Mstep: Class 48 contains 5705 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4304 members 
Mstep: Class 51 contains 16974 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1930 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1373 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 106772 members 
Mstep: Class 61 contains 16097 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 894 members 
Mstep: Class 64 contains 6641 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3999 members 
Mstep: Class 67 contains 7410 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1368 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 977 members 
Mstep: Class 74 contains 2773 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793296.000000 Penalty: 267686.375000
Iteration 182Q: 76 clusters Score -1.507933e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162070 members 
Mstep: Class 8 contains 18543 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22818 members 
Mstep: Class 14 contains 43559 members 
Mstep: Class 15 contains 139266 members 
Mstep: Class 16 contains 11494 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 107273 members 
Mstep: Class 20 contains 11609 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51408 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 18674 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20372 members 
Mstep: Class 32 contains 134355 members 
Mstep: Class 33 contains 123341 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77449 members 
Mstep: Class 37 contains 38290 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34353 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2635 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 128384 members 
Mstep: Class 46 contains 1668 members 
Mstep: Class 47 contains 20791 members 
Mstep: Class 48 contains 5703 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4335 members 
Mstep: Class 51 contains 16972 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5485 members 
Mstep: Class 54 contains 1930 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1373 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 476 members 
Mstep: Class 60 contains 106601 members 
Mstep: Class 61 contains 16102 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 894 members 
Mstep: Class 64 contains 6642 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3998 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4391 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1371 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 978 members 
Mstep: Class 74 contains 2774 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793632.000000 Penalty: 267686.375000
Iteration 183Q: 76 clusters Score -1.507936e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 162065 members 
Mstep: Class 8 contains 18558 members 
Mstep: Class 9 contains 3775 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22771 members 
Mstep: Class 14 contains 43555 members 
Mstep: Class 15 contains 139293 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 107417 members 
Mstep: Class 20 contains 11611 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51410 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 18723 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20373 members 
Mstep: Class 32 contains 134334 members 
Mstep: Class 33 contains 123401 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77436 members 
Mstep: Class 37 contains 38284 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34323 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2628 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 128315 members 
Mstep: Class 46 contains 1670 members 
Mstep: Class 47 contains 20791 members 
Mstep: Class 48 contains 5702 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4377 members 
Mstep: Class 51 contains 16967 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1930 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1375 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 477 members 
Mstep: Class 60 contains 106453 members 
Mstep: Class 61 contains 16104 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6642 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3994 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5201 members 
Mstep: Class 71 contains 1373 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 979 members 
Mstep: Class 74 contains 2775 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793344.000000 Penalty: 267686.375000
Iteration 184Q: 76 clusters Score -1.507933e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 162066 members 
Mstep: Class 8 contains 18578 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22747 members 
Mstep: Class 14 contains 43560 members 
Mstep: Class 15 contains 139330 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 107555 members 
Mstep: Class 20 contains 11613 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51419 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 18768 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20373 members 
Mstep: Class 32 contains 134299 members 
Mstep: Class 33 contains 123459 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77406 members 
Mstep: Class 37 contains 38277 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34288 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2624 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 128221 members 
Mstep: Class 46 contains 1672 members 
Mstep: Class 47 contains 20792 members 
Mstep: Class 48 contains 5697 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4413 members 
Mstep: Class 51 contains 16966 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1930 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1375 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 477 members 
Mstep: Class 60 contains 106316 members 
Mstep: Class 61 contains 16107 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6642 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3992 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5204 members 
Mstep: Class 71 contains 1373 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 980 members 
Mstep: Class 74 contains 2775 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793232.000000 Penalty: 267686.375000
Iteration 185Q: 76 clusters Score -1.507932e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 162080 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22726 members 
Mstep: Class 14 contains 43566 members 
Mstep: Class 15 contains 139363 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 107709 members 
Mstep: Class 20 contains 11615 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51419 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 18810 members 
Mstep: Class 28 contains 3721 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20374 members 
Mstep: Class 32 contains 134250 members 
Mstep: Class 33 contains 123484 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77395 members 
Mstep: Class 37 contains 38266 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34263 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2615 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 128147 members 
Mstep: Class 46 contains 1675 members 
Mstep: Class 47 contains 20793 members 
Mstep: Class 48 contains 5694 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4450 members 
Mstep: Class 51 contains 16968 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1376 members 
Mstep: Class 58 contains 5383 members 
Mstep: Class 59 contains 478 members 
Mstep: Class 60 contains 106164 members 
Mstep: Class 61 contains 16107 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6645 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3990 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4393 members 
Mstep: Class 70 contains 5204 members 
Mstep: Class 71 contains 1372 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 980 members 
Mstep: Class 74 contains 2776 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793376.000000 Penalty: 267686.375000
Iteration 186Q: 76 clusters Score -1.507934e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1400 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 162075 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 3792 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22703 members 
Mstep: Class 14 contains 43576 members 
Mstep: Class 15 contains 139408 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 107862 members 
Mstep: Class 20 contains 11618 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51427 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4072 members 
Mstep: Class 27 contains 18862 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20375 members 
Mstep: Class 32 contains 134203 members 
Mstep: Class 33 contains 123522 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77361 members 
Mstep: Class 37 contains 38254 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34233 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2605 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 128076 members 
Mstep: Class 46 contains 1675 members 
Mstep: Class 47 contains 20793 members 
Mstep: Class 48 contains 5696 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4494 members 
Mstep: Class 51 contains 16969 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1376 members 
Mstep: Class 58 contains 5382 members 
Mstep: Class 59 contains 478 members 
Mstep: Class 60 contains 106015 members 
Mstep: Class 61 contains 16112 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6646 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3987 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4393 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1369 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 980 members 
Mstep: Class 74 contains 2776 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793440.000000 Penalty: 267686.375000
Iteration 187Q: 76 clusters Score -1.507934e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7694 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162077 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22686 members 
Mstep: Class 14 contains 43583 members 
Mstep: Class 15 contains 139458 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 108017 members 
Mstep: Class 20 contains 11622 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 18901 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20376 members 
Mstep: Class 32 contains 134136 members 
Mstep: Class 33 contains 123549 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77341 members 
Mstep: Class 37 contains 38241 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34211 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2596 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 128028 members 
Mstep: Class 46 contains 1676 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5696 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4522 members 
Mstep: Class 51 contains 16972 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1376 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 478 members 
Mstep: Class 60 contains 105879 members 
Mstep: Class 61 contains 16111 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6648 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3984 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1371 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 980 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793520.000000 Penalty: 267686.375000
Iteration 188Q: 76 clusters Score -1.507935e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162083 members 
Mstep: Class 8 contains 18637 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 43598 members 
Mstep: Class 15 contains 139529 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 108160 members 
Mstep: Class 20 contains 11621 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51436 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 18932 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20376 members 
Mstep: Class 32 contains 134068 members 
Mstep: Class 33 contains 123597 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77314 members 
Mstep: Class 37 contains 38235 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34184 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2589 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 127964 members 
Mstep: Class 46 contains 1679 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5690 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4542 members 
Mstep: Class 51 contains 16974 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1376 members 
Mstep: Class 58 contains 5378 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105753 members 
Mstep: Class 61 contains 16113 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6651 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3981 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1372 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 980 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793664.000000 Penalty: 267686.375000
Iteration 189Q: 76 clusters Score -1.507937e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162079 members 
Mstep: Class 8 contains 18647 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22624 members 
Mstep: Class 14 contains 43608 members 
Mstep: Class 15 contains 139641 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 108294 members 
Mstep: Class 20 contains 11620 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51442 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 18972 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20377 members 
Mstep: Class 32 contains 133974 members 
Mstep: Class 33 contains 123632 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77293 members 
Mstep: Class 37 contains 38229 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34154 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2587 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6423 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 127909 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5686 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4569 members 
Mstep: Class 51 contains 16974 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1377 members 
Mstep: Class 58 contains 5378 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105621 members 
Mstep: Class 61 contains 16115 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6653 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3981 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1373 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 980 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793376.000000 Penalty: 267686.375000
Iteration 190Q: 76 clusters Score -1.507934e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162077 members 
Mstep: Class 8 contains 18652 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22610 members 
Mstep: Class 14 contains 43619 members 
Mstep: Class 15 contains 139724 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 169790 members 
Mstep: Class 19 contains 108438 members 
Mstep: Class 20 contains 11622 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51448 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 19011 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 133898 members 
Mstep: Class 33 contains 123643 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77259 members 
Mstep: Class 37 contains 38224 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34135 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2585 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6423 members 
Mstep: Class 44 contains 1082 members 
Mstep: Class 45 contains 127851 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20798 members 
Mstep: Class 48 contains 5685 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4584 members 
Mstep: Class 51 contains 16977 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1378 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105498 members 
Mstep: Class 61 contains 16116 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 894 members 
Mstep: Class 64 contains 6653 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3978 members 
Mstep: Class 67 contains 7407 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1374 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 981 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793264.000000 Penalty: 267686.375000
Iteration 191Q: 76 clusters Score -1.507933e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162079 members 
Mstep: Class 8 contains 18668 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22592 members 
Mstep: Class 14 contains 43626 members 
Mstep: Class 15 contains 139802 members 
Mstep: Class 16 contains 11499 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 108586 members 
Mstep: Class 20 contains 11622 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51450 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 19033 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 133821 members 
Mstep: Class 33 contains 123652 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77205 members 
Mstep: Class 37 contains 38220 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34118 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2585 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127802 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5686 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4601 members 
Mstep: Class 51 contains 16982 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1378 members 
Mstep: Class 58 contains 5378 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105387 members 
Mstep: Class 61 contains 16121 members 
Mstep: Class 62 contains 102302 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6653 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3978 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1375 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 983 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793280.000000 Penalty: 267686.375000
Iteration 192Q: 76 clusters Score -1.507933e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162091 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22561 members 
Mstep: Class 14 contains 43634 members 
Mstep: Class 15 contains 139883 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169791 members 
Mstep: Class 19 contains 108722 members 
Mstep: Class 20 contains 11624 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51451 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 19050 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 133747 members 
Mstep: Class 33 contains 123653 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77164 members 
Mstep: Class 37 contains 38216 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34100 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2586 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127760 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20800 members 
Mstep: Class 48 contains 5685 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4620 members 
Mstep: Class 51 contains 16985 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1378 members 
Mstep: Class 58 contains 5378 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105290 members 
Mstep: Class 61 contains 16120 members 
Mstep: Class 62 contains 102303 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6654 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3976 members 
Mstep: Class 67 contains 7402 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1376 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 985 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793104.000000 Penalty: 267686.375000
Iteration 193Q: 76 clusters Score -1.507931e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162091 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 3821 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 22532 members 
Mstep: Class 14 contains 43642 members 
Mstep: Class 15 contains 139941 members 
Mstep: Class 16 contains 11516 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169793 members 
Mstep: Class 19 contains 108837 members 
Mstep: Class 20 contains 11624 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51457 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4078 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18636 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 133706 members 
Mstep: Class 33 contains 123660 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77135 members 
Mstep: Class 37 contains 38211 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34080 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2584 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127730 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20798 members 
Mstep: Class 48 contains 5684 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4643 members 
Mstep: Class 51 contains 16989 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1377 members 
Mstep: Class 58 contains 5380 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105187 members 
Mstep: Class 61 contains 16123 members 
Mstep: Class 62 contains 102301 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6658 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3974 members 
Mstep: Class 67 contains 7405 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1375 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 989 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793152.000000 Penalty: 267686.375000
Iteration 194Q: 76 clusters Score -1.507932e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1397 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162100 members 
Mstep: Class 8 contains 18706 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 22497 members 
Mstep: Class 14 contains 43640 members 
Mstep: Class 15 contains 140030 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169793 members 
Mstep: Class 19 contains 108954 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51458 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 19072 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20381 members 
Mstep: Class 32 contains 133628 members 
Mstep: Class 33 contains 123667 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77088 members 
Mstep: Class 37 contains 38204 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34063 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127704 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5683 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4655 members 
Mstep: Class 51 contains 16990 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1377 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105107 members 
Mstep: Class 61 contains 16125 members 
Mstep: Class 62 contains 102299 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6661 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1377 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 992 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792992.000000 Penalty: 267686.375000
Iteration 195Q: 76 clusters Score -1.50793e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162100 members 
Mstep: Class 8 contains 18726 members 
Mstep: Class 9 contains 3828 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12778 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 43644 members 
Mstep: Class 15 contains 140122 members 
Mstep: Class 16 contains 11539 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169793 members 
Mstep: Class 19 contains 109066 members 
Mstep: Class 20 contains 11630 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51457 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 19108 members 
Mstep: Class 28 contains 3720 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20381 members 
Mstep: Class 32 contains 133555 members 
Mstep: Class 33 contains 123664 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77036 members 
Mstep: Class 37 contains 38201 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34048 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2574 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127673 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5682 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4671 members 
Mstep: Class 51 contains 16991 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1376 members 
Mstep: Class 58 contains 5376 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 105030 members 
Mstep: Class 61 contains 16125 members 
Mstep: Class 62 contains 102296 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6662 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7407 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1376 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 992 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150792848.000000 Penalty: 267686.375000
Iteration 196Q: 76 clusters Score -1.507928e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162106 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 43651 members 
Mstep: Class 15 contains 140218 members 
Mstep: Class 16 contains 11545 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169794 members 
Mstep: Class 19 contains 109172 members 
Mstep: Class 20 contains 11631 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51452 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 19127 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20381 members 
Mstep: Class 32 contains 133486 members 
Mstep: Class 33 contains 123668 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76993 members 
Mstep: Class 37 contains 38201 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34036 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2569 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127641 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20799 members 
Mstep: Class 48 contains 5679 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4686 members 
Mstep: Class 51 contains 16994 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1377 members 
Mstep: Class 58 contains 5375 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104944 members 
Mstep: Class 61 contains 16126 members 
Mstep: Class 62 contains 102292 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6663 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1378 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 992 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793264.000000 Penalty: 267686.375000
Iteration 197Q: 76 clusters Score -1.507933e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162102 members 
Mstep: Class 8 contains 18743 members 
Mstep: Class 9 contains 3840 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 140314 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169795 members 
Mstep: Class 19 contains 109273 members 
Mstep: Class 20 contains 11629 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51453 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 19139 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20381 members 
Mstep: Class 32 contains 133426 members 
Mstep: Class 33 contains 123677 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76924 members 
Mstep: Class 37 contains 38202 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34022 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2565 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1083 members 
Mstep: Class 45 contains 127626 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20801 members 
Mstep: Class 48 contains 5676 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4711 members 
Mstep: Class 51 contains 16997 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1932 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1378 members 
Mstep: Class 58 contains 5376 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104867 members 
Mstep: Class 61 contains 16126 members 
Mstep: Class 62 contains 102290 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6665 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7408 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1379 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793168.000000 Penalty: 267686.375000
Iteration 198Q: 76 clusters Score -1.507932e+08 nChanged 719
Entering ConstructFrom: 
Score: -150793168.000000 Penalty: 267686.375000
Entering ConstructFrom: 
Trying to split cluster 1 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -291752.906250 Penalty: 2061.165771
	Iteration 0F: 2 clusters Score -291752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -287802.750000 Penalty: 4122.331543
	Iteration 0F: 3 clusters Score -287802.8 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -288815.687500 Penalty: 4122.331543
	Iteration 1F: 3 clusters Score -288815.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -289499.875000 Penalty: 4122.331543
	Iteration 2F: 3 clusters Score -289499.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -290776.968750 Penalty: 4122.331543
	Iteration 3F: 3 clusters Score -290777 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -292445.843750 Penalty: 4122.331543
	Iteration 4F: 3 clusters Score -292445.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -293218.406250 Penalty: 4122.331543
	Iteration 5F: 3 clusters Score -293218.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -293370.531250 Penalty: 4122.331543
	Iteration 6Q: 3 clusters Score -293370.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -293387.156250 Penalty: 4122.331543
	Iteration 7Q: 3 clusters Score -293387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -293392.375000 Penalty: 4122.331543
	Iteration 8Q: 3 clusters Score -293392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -293395.968750 Penalty: 4122.331543
	Iteration 9Q: 3 clusters Score -293396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -293396.468750 Penalty: 4122.331543
	Iteration 10Q: 3 clusters Score -293396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -293396.468750 Penalty: 4122.331543
	Iteration 11F: 3 clusters Score -293396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162098 members 
Mstep: Class 8 contains 18756 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 140361 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169796 members 
Mstep: Class 19 contains 109358 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51452 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 19154 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 133395 members 
Mstep: Class 33 contains 123681 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76884 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34016 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2560 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 127609 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20800 members 
Mstep: Class 48 contains 5677 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4726 members 
Mstep: Class 51 contains 16998 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1379 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104798 members 
Mstep: Class 61 contains 16129 members 
Mstep: Class 62 contains 102289 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6667 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1381 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2122 members 
Entering Unmasked Estep 
Score: -150793216.000000 Penalty: 271255.531250
Splitting cluster 1 changes total score from -150793168.000000 to -150793216.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 2 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -601892.750000 Penalty: 2219.184814
	Iteration 0F: 2 clusters Score -601892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -595767.562500 Penalty: 4438.369629
	Iteration 0F: 3 clusters Score -595767.6 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -597417.437500 Penalty: 4438.369629
	Iteration 1F: 3 clusters Score -597417.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -597686.562500 Penalty: 4438.369629
	Iteration 2F: 3 clusters Score -597686.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -597864.937500 Penalty: 4438.369629
	Iteration 3F: 3 clusters Score -597864.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -597994.125000 Penalty: 4438.369629
	Iteration 4Q: 3 clusters Score -597994.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -598102.125000 Penalty: 4438.369629
	Iteration 5Q: 3 clusters Score -598102.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -598214.437500 Penalty: 4438.369629
	Iteration 6Q: 3 clusters Score -598214.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -598322.250000 Penalty: 4438.369629
	Iteration 7Q: 3 clusters Score -598322.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -598442.875000 Penalty: 4438.369629
	Iteration 8Q: 3 clusters Score -598442.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -598589.187500 Penalty: 4438.369629
	Iteration 9Q: 3 clusters Score -598589.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -598753.625000 Penalty: 4438.369629
	Iteration 10Q: 3 clusters Score -598753.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -598888.187500 Penalty: 4438.369629
	Iteration 11Q: 3 clusters Score -598888.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -599024.250000 Penalty: 4438.369629
	Iteration 12Q: 3 clusters Score -599024.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -599157.625000 Penalty: 4438.369629
	Iteration 13Q: 3 clusters Score -599157.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -599298.750000 Penalty: 4438.369629
	Iteration 14Q: 3 clusters Score -599298.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -599425.562500 Penalty: 4438.369629
	Iteration 15Q: 3 clusters Score -599425.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -599522.312500 Penalty: 4438.369629
	Iteration 16Q: 3 clusters Score -599522.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -599596.375000 Penalty: 4438.369629
	Iteration 17Q: 3 clusters Score -599596.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -599657.750000 Penalty: 4438.369629
	Iteration 18Q: 3 clusters Score -599657.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -599720.500000 Penalty: 4438.369629
	Iteration 19Q: 3 clusters Score -599720.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -599778.437500 Penalty: 4438.369629
	Iteration 20F: 3 clusters Score -599778.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -599826.375000 Penalty: 4438.369629
	Iteration 21Q: 3 clusters Score -599826.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -599856.687500 Penalty: 4438.369629
	Iteration 22Q: 3 clusters Score -599856.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -599882.125000 Penalty: 4438.369629
	Iteration 23Q: 3 clusters Score -599882.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -599892.625000 Penalty: 4438.369629
	Iteration 24Q: 3 clusters Score -599892.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -599900.437500 Penalty: 4438.369629
	Iteration 25Q: 3 clusters Score -599900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -599904.750000 Penalty: 4438.369629
	Iteration 26Q: 3 clusters Score -599904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -599910.812500 Penalty: 4438.369629
	Iteration 27Q: 3 clusters Score -599910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -599914.375000 Penalty: 4438.369629
	Iteration 28Q: 3 clusters Score -599914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -599919.000000 Penalty: 4438.369629
	Iteration 29Q: 3 clusters Score -599919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -599920.062500 Penalty: 4438.369629
	Iteration 30Q: 3 clusters Score -599920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -599920.062500 Penalty: 4438.369629
	Iteration 31F: 3 clusters Score -599920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -83745.140625 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -83745.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -81623.757812 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -81623.76 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82118.562500 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -82118.56 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -82398.046875 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -82398.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82633.789062 Penalty: 3592.427734
	Iteration 3F: 3 clusters Score -82633.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82771.148438 Penalty: 3592.427734
	Iteration 4F: 3 clusters Score -82771.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -82874.382812 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -82874.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -82942.578125 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -82942.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -82981.539062 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -82981.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -83006.937500 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -83006.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83019.390625 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -83019.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83026.507812 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -83026.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -83031.906250 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -83031.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -83037.000000 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -83037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83039.265625 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -83039.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83040.296875 Penalty: 3592.427734
	Iteration 14Q: 3 clusters Score -83040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -83040.843750 Penalty: 3592.427734
	Iteration 15Q: 3 clusters Score -83040.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -83040.843750 Penalty: 3592.427734
	Iteration 16F: 3 clusters Score -83040.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451208.625000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451208.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -446097.250000 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446097.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -447382.906250 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447382.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -447613.718750 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447613.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -447777.718750 Penalty: 4310.141602
	Iteration 3Q: 3 clusters Score -447777.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -447903.406250 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -447903.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -448018.968750 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -448019 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -448143.937500 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -448143.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -448283.062500 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -448283.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -448479.687500 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -448479.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -448746.375000 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -448746.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -449115.281250 Penalty: 4310.141602
	Iteration 10F: 3 clusters Score -449115.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -449545.812500 Penalty: 4310.141602
	Iteration 11F: 3 clusters Score -449545.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -449980.531250 Penalty: 4310.141602
	Iteration 12F: 3 clusters Score -449980.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -450269.312500 Penalty: 4310.141602
	Iteration 13F: 3 clusters Score -450269.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -450450.281250 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -450450.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -450572.156250 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -450572.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -450626.343750 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -450626.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -450659.062500 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -450659.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -450689.156250 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -450689.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -450716.281250 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -450716.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -450736.093750 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -450736.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -450752.937500 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -450752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -450763.375000 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -450763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -450772.312500 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -450772.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -450774.312500 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -450774.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -450777.343750 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -450777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -450777.437500 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -450777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -450778.593750 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -450778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -450779.781250 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -450779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -450779.875000 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -450779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -450780.156250 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -450780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -450780.156250 Penalty: 4310.141602
	Iteration 31F: 3 clusters Score -450780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100153.289062 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100153.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -100518.039062 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100613.820312 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100613.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100667.664062 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100667.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100697.156250 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100697.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100720.820312 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100720.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100739.953125 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100754.843750 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100773.000000 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100787.343750 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100787.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100809.906250 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100809.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100833.039062 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100846.070312 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100846.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100859.000000 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -100859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100866.304688 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -100866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100869.070312 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -100869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100871.523438 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -100871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100876.101562 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -100876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100878.484375 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -100878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100881.296875 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -100881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100884.046875 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -100884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100886.335938 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -100886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100889.640625 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -100889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100896.453125 Penalty: 3588.151855
	Iteration 23Q: 3 clusters Score -100896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100899.937500 Penalty: 3588.151855
	Iteration 24Q: 3 clusters Score -100899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100901.507812 Penalty: 3588.151855
	Iteration 25Q: 3 clusters Score -100901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100901.507812 Penalty: 3588.151855
	Iteration 26F: 3 clusters Score -100901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -56447.121094 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -56447.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54607.550781 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -54607.55 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54857.882812 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -54857.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54944.539062 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -54944.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -54984.449219 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -54984.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55007.476562 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -55007.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55029.585938 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -55029.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55042.804688 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -55042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55055.644531 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -55055.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55066.406250 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -55066.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55090.066406 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -55090.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55111.257812 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -55111.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55134.031250 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -55134.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -55158.890625 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -55158.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -55176.585938 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -55176.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55201.414062 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -55201.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -55221.457031 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -55221.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55241.156250 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -55241.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55267.746094 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -55267.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55281.937500 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -55281.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55288.765625 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -55288.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55298.324219 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -55298.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55304.671875 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -55304.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55309.906250 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -55309.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55319.312500 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -55319.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55324.449219 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -55324.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55327.917969 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -55327.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55329.406250 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -55329.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55330.277344 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -55330.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55334.171875 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -55334.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55335.488281 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -55335.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -55337.687500 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -55337.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55338.628906 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -55338.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55340.687500 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -55340.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55353.566406 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -55353.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55364.082031 Penalty: 3357.742432
	Iteration 34Q: 3 clusters Score -55364.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55377.269531 Penalty: 3357.742432
	Iteration 35Q: 3 clusters Score -55377.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55399.035156 Penalty: 3357.742432
	Iteration 36Q: 3 clusters Score -55399.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55414.277344 Penalty: 3357.742432
	Iteration 37Q: 3 clusters Score -55414.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -55418.773438 Penalty: 3357.742432
	Iteration 38Q: 3 clusters Score -55418.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55427.066406 Penalty: 3357.742432
	Iteration 39Q: 3 clusters Score -55427.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55434.718750 Penalty: 3357.742432
	Iteration 40F: 3 clusters Score -55434.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -55445.988281 Penalty: 3357.742432
	Iteration 41Q: 3 clusters Score -55445.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -55466.621094 Penalty: 3357.742432
	Iteration 42Q: 3 clusters Score -55466.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55490.511719 Penalty: 3357.742432
	Iteration 43Q: 3 clusters Score -55490.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55518.703125 Penalty: 3357.742432
	Iteration 44Q: 3 clusters Score -55518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55532.226562 Penalty: 3357.742432
	Iteration 45Q: 3 clusters Score -55532.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55548.125000 Penalty: 3357.742432
	Iteration 46Q: 3 clusters Score -55548.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55567.968750 Penalty: 3357.742432
	Iteration 47Q: 3 clusters Score -55567.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55609.375000 Penalty: 3357.742432
	Iteration 48Q: 3 clusters Score -55609.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55654.015625 Penalty: 3357.742432
	Iteration 49Q: 3 clusters Score -55654.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55689.902344 Penalty: 3357.742432
	Iteration 50Q: 3 clusters Score -55689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55710.296875 Penalty: 3357.742432
	Iteration 51Q: 3 clusters Score -55710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55717.636719 Penalty: 3357.742432
	Iteration 52Q: 3 clusters Score -55717.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55721.800781 Penalty: 3357.742432
	Iteration 53Q: 3 clusters Score -55721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55724.140625 Penalty: 3357.742432
	Iteration 54Q: 3 clusters Score -55724.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55724.140625 Penalty: 3357.742432
	Iteration 55F: 3 clusters Score -55724.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162098 members 
Entering Unmasked Estep 
Score: -13361624.000000 Penalty: 2974.997070
	Iteration 0F: 2 clusters Score -1.336162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -13252867.000000 Penalty: 5949.994141
	Iteration 0F: 3 clusters Score -1.325287e+07 nChanged 77679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -13298082.000000 Penalty: 5949.994141
	Iteration 1F: 3 clusters Score -1.329808e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85035 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -13298870.000000 Penalty: 5949.994141
	Iteration 2Q: 3 clusters Score -1.329887e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -13299840.000000 Penalty: 5949.994141
	Iteration 3Q: 3 clusters Score -1.329984e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -13301093.000000 Penalty: 5949.994141
	Iteration 4Q: 3 clusters Score -1.330109e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -13303338.000000 Penalty: 5949.994141
	Iteration 5Q: 3 clusters Score -1.330334e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -13307334.000000 Penalty: 5949.994141
	Iteration 6F: 3 clusters Score -1.330733e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115954 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -13314996.000000 Penalty: 5949.994141
	Iteration 7F: 3 clusters Score -1.3315e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -13328064.000000 Penalty: 5949.994141
	Iteration 8F: 3 clusters Score -1.332806e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -13342613.000000 Penalty: 5949.994141
	Iteration 9F: 3 clusters Score -1.334261e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155636 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -13352852.000000 Penalty: 5949.994141
	Iteration 10F: 3 clusters Score -1.335285e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -13357116.000000 Penalty: 5949.994141
	Iteration 11Q: 3 clusters Score -1.335712e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13358448.000000 Penalty: 5949.994141
	Iteration 12Q: 3 clusters Score -1.335845e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161704 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13358741.000000 Penalty: 5949.994141
	Iteration 13Q: 3 clusters Score -1.335874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -13358890.000000 Penalty: 5949.994141
	Iteration 14Q: 3 clusters Score -1.335889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161826 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13358941.000000 Penalty: 5949.994141
	Iteration 15Q: 3 clusters Score -1.335894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161829 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -13358975.000000 Penalty: 5949.994141
	Iteration 16Q: 3 clusters Score -1.335898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13358991.000000 Penalty: 5949.994141
	Iteration 17Q: 3 clusters Score -1.335899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13358992.000000 Penalty: 5949.994141
	Iteration 18Q: 3 clusters Score -1.335899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161833 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13358990.000000 Penalty: 5949.994141
	Iteration 19Q: 3 clusters Score -1.335899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161834 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13359000.000000 Penalty: 5949.994141
	Iteration 20F: 3 clusters Score -1.3359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13359002.000000 Penalty: 5949.994141
	Iteration 21Q: 3 clusters Score -1.3359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13359011.000000 Penalty: 5949.994141
	Iteration 22Q: 3 clusters Score -1.335901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161838 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13359010.000000 Penalty: 5949.994141
	Iteration 23Q: 3 clusters Score -1.335901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13359014.000000 Penalty: 5949.994141
	Iteration 24Q: 3 clusters Score -1.335901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13359011.000000 Penalty: 5949.994141
	Iteration 25Q: 3 clusters Score -1.335901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13359009.000000 Penalty: 5949.994141
	Iteration 26Q: 3 clusters Score -1.335901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13359009.000000 Penalty: 5949.994141
	Iteration 27F: 3 clusters Score -1.335901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Entering Unmasked Estep 
Score: -1738035.375000 Penalty: 2440.138672
	Iteration 0F: 2 clusters Score -1738035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1724876.500000 Penalty: 4880.277344
	Iteration 0F: 3 clusters Score -1724876 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1729394.875000 Penalty: 4880.277344
	Iteration 1F: 3 clusters Score -1729395 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1729988.375000 Penalty: 4880.277344
	Iteration 2F: 3 clusters Score -1729988 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1730595.750000 Penalty: 4880.277344
	Iteration 3F: 3 clusters Score -1730596 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1731233.250000 Penalty: 4880.277344
	Iteration 4F: 3 clusters Score -1731233 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1731906.125000 Penalty: 4880.277344
	Iteration 5F: 3 clusters Score -1731906 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1732525.000000 Penalty: 4880.277344
	Iteration 6F: 3 clusters Score -1732525 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1733107.875000 Penalty: 4880.277344
	Iteration 7F: 3 clusters Score -1733108 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1733597.000000 Penalty: 4880.277344
	Iteration 8Q: 3 clusters Score -1733597 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1734002.125000 Penalty: 4880.277344
	Iteration 9Q: 3 clusters Score -1734002 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1734333.625000 Penalty: 4880.277344
	Iteration 10Q: 3 clusters Score -1734334 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1734640.250000 Penalty: 4880.277344
	Iteration 11Q: 3 clusters Score -1734640 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1734891.500000 Penalty: 4880.277344
	Iteration 12Q: 3 clusters Score -1734892 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1735111.750000 Penalty: 4880.277344
	Iteration 13Q: 3 clusters Score -1735112 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1735290.875000 Penalty: 4880.277344
	Iteration 14Q: 3 clusters Score -1735291 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1735465.500000 Penalty: 4880.277344
	Iteration 15Q: 3 clusters Score -1735466 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1735629.250000 Penalty: 4880.277344
	Iteration 16Q: 3 clusters Score -1735629 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1735772.125000 Penalty: 4880.277344
	Iteration 17Q: 3 clusters Score -1735772 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1735871.625000 Penalty: 4880.277344
	Iteration 18Q: 3 clusters Score -1735872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1735947.750000 Penalty: 4880.277344
	Iteration 19Q: 3 clusters Score -1735948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1736004.500000 Penalty: 4880.277344
	Iteration 20F: 3 clusters Score -1736004 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1736048.250000 Penalty: 4880.277344
	Iteration 21Q: 3 clusters Score -1736048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1736077.875000 Penalty: 4880.277344
	Iteration 22Q: 3 clusters Score -1736078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1736094.875000 Penalty: 4880.277344
	Iteration 23Q: 3 clusters Score -1736095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1736109.250000 Penalty: 4880.277344
	Iteration 24Q: 3 clusters Score -1736109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1736126.875000 Penalty: 4880.277344
	Iteration 25Q: 3 clusters Score -1736127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1736144.000000 Penalty: 4880.277344
	Iteration 26Q: 3 clusters Score -1736144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1736155.625000 Penalty: 4880.277344
	Iteration 27Q: 3 clusters Score -1736156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1736160.250000 Penalty: 4880.277344
	Iteration 28Q: 3 clusters Score -1736160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1736164.875000 Penalty: 4880.277344
	Iteration 29Q: 3 clusters Score -1736165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1736173.250000 Penalty: 4880.277344
	Iteration 30Q: 3 clusters Score -1736173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1736183.875000 Penalty: 4880.277344
	Iteration 31Q: 3 clusters Score -1736184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1736191.750000 Penalty: 4880.277344
	Iteration 32Q: 3 clusters Score -1736192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1736194.375000 Penalty: 4880.277344
	Iteration 33Q: 3 clusters Score -1736194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1736196.000000 Penalty: 4880.277344
	Iteration 34Q: 3 clusters Score -1736196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1736199.125000 Penalty: 4880.277344
	Iteration 35Q: 3 clusters Score -1736199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1736200.875000 Penalty: 4880.277344
	Iteration 36Q: 3 clusters Score -1736201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1736205.625000 Penalty: 4880.277344
	Iteration 37Q: 3 clusters Score -1736206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1736209.625000 Penalty: 4880.277344
	Iteration 38Q: 3 clusters Score -1736210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1736211.125000 Penalty: 4880.277344
	Iteration 39Q: 3 clusters Score -1736211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1736209.500000 Penalty: 4880.277344
	Iteration 40F: 3 clusters Score -1736210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1736209.875000 Penalty: 4880.277344
	Iteration 41Q: 3 clusters Score -1736210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1736210.625000 Penalty: 4880.277344
	Iteration 42Q: 3 clusters Score -1736211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1736214.625000 Penalty: 4880.277344
	Iteration 43Q: 3 clusters Score -1736215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1736220.125000 Penalty: 4880.277344
	Iteration 44Q: 3 clusters Score -1736220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1736221.000000 Penalty: 4880.277344
	Iteration 45Q: 3 clusters Score -1736221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1736222.000000 Penalty: 4880.277344
	Iteration 46Q: 3 clusters Score -1736222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1736222.625000 Penalty: 4880.277344
	Iteration 47Q: 3 clusters Score -1736223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1736229.000000 Penalty: 4880.277344
	Iteration 48Q: 3 clusters Score -1736229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1736227.250000 Penalty: 4880.277344
	Iteration 49Q: 3 clusters Score -1736227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1736228.750000 Penalty: 4880.277344
	Iteration 50Q: 3 clusters Score -1736229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1736228.000000 Penalty: 4880.277344
	Iteration 51Q: 3 clusters Score -1736228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1736229.625000 Penalty: 4880.277344
	Iteration 52Q: 3 clusters Score -1736230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1736232.250000 Penalty: 4880.277344
	Iteration 53Q: 3 clusters Score -1736232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1736232.250000 Penalty: 4880.277344
	Iteration 54Q: 3 clusters Score -1736232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1736233.250000 Penalty: 4880.277344
	Iteration 55Q: 3 clusters Score -1736233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1736233.250000 Penalty: 4880.277344
	Iteration 56F: 3 clusters Score -1736233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -242257.203125 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -242257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -238517.062500 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -238517.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -239531.531250 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -239531.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -240001.828125 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -240001.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -240487.312500 Penalty: 4094.633301
	Iteration 3F: 3 clusters Score -240487.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -240890.828125 Penalty: 4094.633301
	Iteration 4F: 3 clusters Score -240890.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -241167.609375 Penalty: 4094.633301
	Iteration 5F: 3 clusters Score -241167.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -241314.468750 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -241314.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -241418.328125 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -241418.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -241493.796875 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -241493.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -241550.484375 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -241550.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -241599.296875 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -241599.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -241656.984375 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -241657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -241714.625000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -241714.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -241770.234375 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -241770.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -241817.078125 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -241817.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -241852.703125 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -241852.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -241875.046875 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -241875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -241895.562500 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -241895.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -241915.843750 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -241915.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -241936.312500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -241936.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -241951.500000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -241951.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -241960.406250 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -241960.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -241967.375000 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -241967.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -241971.609375 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -241971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -241974.781250 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -241974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -241980.468750 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -241980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241990.421875 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -241990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -242000.484375 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -242000.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -242006.593750 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -242006.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -242010.968750 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -242011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -242012.515625 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -242012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -242012.546875 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -242012.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -242012.546875 Penalty: 4094.633301
	Iteration 32F: 3 clusters Score -242012.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -244968.156250 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -244968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -241584.796875 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -241584.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -242254.828125 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -242254.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -242406.625000 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -242406.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -242511.062500 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -242511.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -242577.437500 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -242577.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -242626.453125 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -242626.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -242662.312500 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -242662.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -242683.312500 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -242683.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -242695.375000 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -242695.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242704.953125 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -242705 nChanged 18
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: -242710.984375 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -242711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -242714.937500 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -242714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -242717.750000 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -242717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -242720.453125 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -242720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -242720.531250 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -242720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -242720.531250 Penalty: 3995.515625
	Iteration 15F: 3 clusters Score -242720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -537884.625000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -537884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -532988.625000 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -532988.6 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -534250.812500 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -534250.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -534473.687500 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -534473.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534623.000000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -534623 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -534745.625000 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -534745.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -534859.437500 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -534859.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -534971.687500 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -534971.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -535084.437500 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -535084.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -535215.937500 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -535215.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -535342.000000 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -535342 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -535447.937500 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -535447.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -535543.687500 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -535543.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -535638.187500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -535638.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -535723.812500 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -535723.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -535804.437500 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -535804.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -535895.125000 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -535895.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -535969.687500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -535969.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -536025.875000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -536025.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -536069.062500 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -536069.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -536096.937500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -536096.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -536115.625000 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -536115.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -536128.687500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -536128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -536137.062500 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -536137.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -536146.375000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -536146.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -536161.187500 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -536161.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -536168.375000 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -536168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -536171.937500 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -536171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -536174.250000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -536174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -536175.437500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -536175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -536176.625000 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -536176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -536177.625000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -536177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -536178.125000 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -536178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -536179.812500 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -536179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -536180.125000 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -536180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -536180.625000 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -536180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -536181.437500 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -536181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -536182.687500 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -536182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -536185.500000 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -536185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -536187.875000 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -536187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -536190.000000 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -536190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -536191.500000 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -536191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -536192.312500 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -536192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -536192.937500 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -536192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -536192.937500 Penalty: 4284.708496
	Iteration 43F: 3 clusters Score -536192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Entering Unmasked Estep 
Score: -1040346.500000 Penalty: 2344.978516
	Iteration 0F: 2 clusters Score -1040346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1030770.062500 Penalty: 4689.957031
	Iteration 0F: 3 clusters Score -1030770 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1033738.125000 Penalty: 4689.957031
	Iteration 1F: 3 clusters Score -1033738 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1034070.875000 Penalty: 4689.957031
	Iteration 2F: 3 clusters Score -1034071 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1034260.687500 Penalty: 4689.957031
	Iteration 3Q: 3 clusters Score -1034261 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1034392.812500 Penalty: 4689.957031
	Iteration 4Q: 3 clusters Score -1034393 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1034504.500000 Penalty: 4689.957031
	Iteration 5Q: 3 clusters Score -1034504 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1034608.625000 Penalty: 4689.957031
	Iteration 6Q: 3 clusters Score -1034609 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1034677.375000 Penalty: 4689.957031
	Iteration 7Q: 3 clusters Score -1034677 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1034739.000000 Penalty: 4689.957031
	Iteration 8Q: 3 clusters Score -1034739 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1034802.562500 Penalty: 4689.957031
	Iteration 9Q: 3 clusters Score -1034803 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1034864.125000 Penalty: 4689.957031
	Iteration 10Q: 3 clusters Score -1034864 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1034935.875000 Penalty: 4689.957031
	Iteration 11Q: 3 clusters Score -1034936 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1035026.875000 Penalty: 4689.957031
	Iteration 12Q: 3 clusters Score -1035027 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1035134.562500 Penalty: 4689.957031
	Iteration 13Q: 3 clusters Score -1035135 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1035279.750000 Penalty: 4689.957031
	Iteration 14Q: 3 clusters Score -1035280 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1035464.250000 Penalty: 4689.957031
	Iteration 15Q: 3 clusters Score -1035464 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1035688.000000 Penalty: 4689.957031
	Iteration 16Q: 3 clusters Score -1035688 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1035912.687500 Penalty: 4689.957031
	Iteration 17Q: 3 clusters Score -1035913 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1036130.312500 Penalty: 4689.957031
	Iteration 18Q: 3 clusters Score -1036130 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1036339.625000 Penalty: 4689.957031
	Iteration 19Q: 3 clusters Score -1036340 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1036491.812500 Penalty: 4689.957031
	Iteration 20F: 3 clusters Score -1036492 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1036600.562500 Penalty: 4689.957031
	Iteration 21Q: 3 clusters Score -1036601 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1036696.437500 Penalty: 4689.957031
	Iteration 22Q: 3 clusters Score -1036696 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1036781.562500 Penalty: 4689.957031
	Iteration 23Q: 3 clusters Score -1036782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1036846.562500 Penalty: 4689.957031
	Iteration 24Q: 3 clusters Score -1036847 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1036899.437500 Penalty: 4689.957031
	Iteration 25Q: 3 clusters Score -1036899 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1036940.125000 Penalty: 4689.957031
	Iteration 26Q: 3 clusters Score -1036940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1036972.062500 Penalty: 4689.957031
	Iteration 27Q: 3 clusters Score -1036972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1037003.000000 Penalty: 4689.957031
	Iteration 28Q: 3 clusters Score -1037003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1037035.562500 Penalty: 4689.957031
	Iteration 29Q: 3 clusters Score -1037036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1037063.437500 Penalty: 4689.957031
	Iteration 30Q: 3 clusters Score -1037063 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1037097.062500 Penalty: 4689.957031
	Iteration 31Q: 3 clusters Score -1037097 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1037130.812500 Penalty: 4689.957031
	Iteration 32Q: 3 clusters Score -1037131 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1037180.937500 Penalty: 4689.957031
	Iteration 33Q: 3 clusters Score -1037181 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1037224.625000 Penalty: 4689.957031
	Iteration 34Q: 3 clusters Score -1037225 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1037278.062500 Penalty: 4689.957031
	Iteration 35Q: 3 clusters Score -1037278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1037346.187500 Penalty: 4689.957031
	Iteration 36Q: 3 clusters Score -1037346 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1037416.812500 Penalty: 4689.957031
	Iteration 37Q: 3 clusters Score -1037417 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1037490.375000 Penalty: 4689.957031
	Iteration 38Q: 3 clusters Score -1037490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1037546.250000 Penalty: 4689.957031
	Iteration 39Q: 3 clusters Score -1037546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1037592.875000 Penalty: 4689.957031
	Iteration 40F: 3 clusters Score -1037593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1037635.312500 Penalty: 4689.957031
	Iteration 41Q: 3 clusters Score -1037635 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1037672.250000 Penalty: 4689.957031
	Iteration 42Q: 3 clusters Score -1037672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1037709.750000 Penalty: 4689.957031
	Iteration 43Q: 3 clusters Score -1037710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1037731.812500 Penalty: 4689.957031
	Iteration 44Q: 3 clusters Score -1037732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1037742.687500 Penalty: 4689.957031
	Iteration 45Q: 3 clusters Score -1037743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1037756.312500 Penalty: 4689.957031
	Iteration 46Q: 3 clusters Score -1037756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1037767.937500 Penalty: 4689.957031
	Iteration 47Q: 3 clusters Score -1037768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1037774.437500 Penalty: 4689.957031
	Iteration 48Q: 3 clusters Score -1037774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1037783.625000 Penalty: 4689.957031
	Iteration 49Q: 3 clusters Score -1037784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1037790.312500 Penalty: 4689.957031
	Iteration 50Q: 3 clusters Score -1037790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1037797.875000 Penalty: 4689.957031
	Iteration 51Q: 3 clusters Score -1037798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1037803.875000 Penalty: 4689.957031
	Iteration 52Q: 3 clusters Score -1037804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1037807.562500 Penalty: 4689.957031
	Iteration 53Q: 3 clusters Score -1037808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1037810.562500 Penalty: 4689.957031
	Iteration 54Q: 3 clusters Score -1037811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1037812.062500 Penalty: 4689.957031
	Iteration 55Q: 3 clusters Score -1037812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1037811.875000 Penalty: 4689.957031
	Iteration 56Q: 3 clusters Score -1037812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1037814.500000 Penalty: 4689.957031
	Iteration 57Q: 3 clusters Score -1037814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1037812.250000 Penalty: 4689.957031
	Iteration 58Q: 3 clusters Score -1037812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1037817.812500 Penalty: 4689.957031
	Iteration 59Q: 3 clusters Score -1037818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1037816.937500 Penalty: 4689.957031
	Iteration 60F: 3 clusters Score -1037817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1037818.375000 Penalty: 4689.957031
	Iteration 61Q: 3 clusters Score -1037818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1037817.750000 Penalty: 4689.957031
	Iteration 62Q: 3 clusters Score -1037818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1037817.687500 Penalty: 4689.957031
	Iteration 63Q: 3 clusters Score -1037818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1037819.687500 Penalty: 4689.957031
	Iteration 64Q: 3 clusters Score -1037820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1037819.375000 Penalty: 4689.957031
	Iteration 65Q: 3 clusters Score -1037819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1037820.875000 Penalty: 4689.957031
	Iteration 66Q: 3 clusters Score -1037821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1037822.687500 Penalty: 4689.957031
	Iteration 67Q: 3 clusters Score -1037823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1037821.750000 Penalty: 4689.957031
	Iteration 68Q: 3 clusters Score -1037822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1037821.750000 Penalty: 4689.957031
	Iteration 69F: 3 clusters Score -1037822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Entering Unmasked Estep 
Score: -2148455.250000 Penalty: 2484.015381
	Iteration 0F: 2 clusters Score -2148455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2132967.750000 Penalty: 4968.030762
	Iteration 0F: 3 clusters Score -2132968 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2138164.750000 Penalty: 4968.030762
	Iteration 1F: 3 clusters Score -2138165 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2138608.250000 Penalty: 4968.030762
	Iteration 2F: 3 clusters Score -2138608 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2139066.000000 Penalty: 4968.030762
	Iteration 3Q: 3 clusters Score -2139066 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2139648.250000 Penalty: 4968.030762
	Iteration 4F: 3 clusters Score -2139648 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2140448.750000 Penalty: 4968.030762
	Iteration 5F: 3 clusters Score -2140449 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2141453.000000 Penalty: 4968.030762
	Iteration 6F: 3 clusters Score -2141453 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2142719.000000 Penalty: 4968.030762
	Iteration 7F: 3 clusters Score -2142719 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2144066.750000 Penalty: 4968.030762
	Iteration 8F: 3 clusters Score -2144067 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2145187.000000 Penalty: 4968.030762
	Iteration 9Q: 3 clusters Score -2145187 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2146036.000000 Penalty: 4968.030762
	Iteration 10Q: 3 clusters Score -2146036 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2146629.500000 Penalty: 4968.030762
	Iteration 11Q: 3 clusters Score -2146630 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2147087.250000 Penalty: 4968.030762
	Iteration 12Q: 3 clusters Score -2147087 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2147322.500000 Penalty: 4968.030762
	Iteration 13Q: 3 clusters Score -2147322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2147456.750000 Penalty: 4968.030762
	Iteration 14Q: 3 clusters Score -2147457 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2147517.000000 Penalty: 4968.030762
	Iteration 15Q: 3 clusters Score -2147517 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2147534.750000 Penalty: 4968.030762
	Iteration 16Q: 3 clusters Score -2147535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2147546.750000 Penalty: 4968.030762
	Iteration 17Q: 3 clusters Score -2147547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2147551.000000 Penalty: 4968.030762
	Iteration 18Q: 3 clusters Score -2147551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2147554.750000 Penalty: 4968.030762
	Iteration 19Q: 3 clusters Score -2147555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2147557.000000 Penalty: 4968.030762
	Iteration 20F: 3 clusters Score -2147557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2147558.500000 Penalty: 4968.030762
	Iteration 21Q: 3 clusters Score -2147558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2147559.000000 Penalty: 4968.030762
	Iteration 22Q: 3 clusters Score -2147559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2147557.250000 Penalty: 4968.030762
	Iteration 23Q: 3 clusters Score -2147557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2147559.250000 Penalty: 4968.030762
	Iteration 24Q: 3 clusters Score -2147559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2147559.000000 Penalty: 4968.030762
	Iteration 25Q: 3 clusters Score -2147559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2147559.000000 Penalty: 4968.030762
	Iteration 26F: 3 clusters Score -2147559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Entering Unmasked Estep 
Score: -3550100.250000 Penalty: 2649.633301
	Iteration 0F: 2 clusters Score -3550100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3520692.000000 Penalty: 5299.266602
	Iteration 0F: 3 clusters Score -3520692 nChanged 20040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3531801.250000 Penalty: 5299.266602
	Iteration 1F: 3 clusters Score -3531801 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3532524.250000 Penalty: 5299.266602
	Iteration 2Q: 3 clusters Score -3532524 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3533289.500000 Penalty: 5299.266602
	Iteration 3Q: 3 clusters Score -3533290 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3534176.250000 Penalty: 5299.266602
	Iteration 4Q: 3 clusters Score -3534176 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3535248.750000 Penalty: 5299.266602
	Iteration 5F: 3 clusters Score -3535249 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3536637.000000 Penalty: 5299.266602
	Iteration 6F: 3 clusters Score -3536637 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -3538439.500000 Penalty: 5299.266602
	Iteration 7F: 3 clusters Score -3538440 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -3540693.000000 Penalty: 5299.266602
	Iteration 8F: 3 clusters Score -3540693 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -3543087.000000 Penalty: 5299.266602
	Iteration 9F: 3 clusters Score -3543087 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -3545077.000000 Penalty: 5299.266602
	Iteration 10F: 3 clusters Score -3545077 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -3546411.250000 Penalty: 5299.266602
	Iteration 11Q: 3 clusters Score -3546411 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -3547115.250000 Penalty: 5299.266602
	Iteration 12Q: 3 clusters Score -3547115 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -3547428.250000 Penalty: 5299.266602
	Iteration 13Q: 3 clusters Score -3547428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -3547594.750000 Penalty: 5299.266602
	Iteration 14Q: 3 clusters Score -3547595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -3547709.500000 Penalty: 5299.266602
	Iteration 15Q: 3 clusters Score -3547710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -3547763.000000 Penalty: 5299.266602
	Iteration 16Q: 3 clusters Score -3547763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -3547796.250000 Penalty: 5299.266602
	Iteration 17Q: 3 clusters Score -3547796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -3547821.250000 Penalty: 5299.266602
	Iteration 18Q: 3 clusters Score -3547821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -3547835.750000 Penalty: 5299.266602
	Iteration 19Q: 3 clusters Score -3547836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -3547848.750000 Penalty: 5299.266602
	Iteration 20F: 3 clusters Score -3547849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -3547861.500000 Penalty: 5299.266602
	Iteration 21Q: 3 clusters Score -3547862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -3547873.750000 Penalty: 5299.266602
	Iteration 22Q: 3 clusters Score -3547874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -3547875.500000 Penalty: 5299.266602
	Iteration 23Q: 3 clusters Score -3547876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -3547874.500000 Penalty: 5299.266602
	Iteration 24Q: 3 clusters Score -3547874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -3547875.500000 Penalty: 5299.266602
	Iteration 25Q: 3 clusters Score -3547876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -3547875.500000 Penalty: 5299.266602
	Iteration 26F: 3 clusters Score -3547876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (140361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Entering Unmasked Estep 
Score: -13845298.000000 Penalty: 2939.289307
	Iteration 0F: 2 clusters Score -1.38453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -13757414.000000 Penalty: 5878.578613
	Iteration 0F: 3 clusters Score -1.375741e+07 nChanged 67041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -13796934.000000 Penalty: 5878.578613
	Iteration 1F: 3 clusters Score -1.379693e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -13798931.000000 Penalty: 5878.578613
	Iteration 2Q: 3 clusters Score -1.379893e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -13802386.000000 Penalty: 5878.578613
	Iteration 3F: 3 clusters Score -1.380239e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -13808238.000000 Penalty: 5878.578613
	Iteration 4F: 3 clusters Score -1.380824e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -13816890.000000 Penalty: 5878.578613
	Iteration 5F: 3 clusters Score -1.381689e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -13827076.000000 Penalty: 5878.578613
	Iteration 6F: 3 clusters Score -1.382708e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -13835631.000000 Penalty: 5878.578613
	Iteration 7F: 3 clusters Score -1.383563e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134617 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -13839919.000000 Penalty: 5878.578613
	Iteration 8Q: 3 clusters Score -1.383992e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -13841668.000000 Penalty: 5878.578613
	Iteration 9Q: 3 clusters Score -1.384167e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139076 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13842270.000000 Penalty: 5878.578613
	Iteration 10Q: 3 clusters Score -1.384227e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139539 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13842438.000000 Penalty: 5878.578613
	Iteration 11Q: 3 clusters Score -1.384244e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -13842608.000000 Penalty: 5878.578613
	Iteration 12Q: 3 clusters Score -1.384261e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13842676.000000 Penalty: 5878.578613
	Iteration 13Q: 3 clusters Score -1.384268e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13842726.000000 Penalty: 5878.578613
	Iteration 14Q: 3 clusters Score -1.384273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13842740.000000 Penalty: 5878.578613
	Iteration 15Q: 3 clusters Score -1.384274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139862 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13842768.000000 Penalty: 5878.578613
	Iteration 16Q: 3 clusters Score -1.384277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13842782.000000 Penalty: 5878.578613
	Iteration 17Q: 3 clusters Score -1.384278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13842793.000000 Penalty: 5878.578613
	Iteration 18Q: 3 clusters Score -1.384279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13842826.000000 Penalty: 5878.578613
	Iteration 19Q: 3 clusters Score -1.384283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139884 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13842841.000000 Penalty: 5878.578613
	Iteration 20F: 3 clusters Score -1.384284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139887 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13842843.000000 Penalty: 5878.578613
	Iteration 21Q: 3 clusters Score -1.384284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -13842838.000000 Penalty: 5878.578613
	Iteration 22Q: 3 clusters Score -1.384284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13842843.000000 Penalty: 5878.578613
	Iteration 23Q: 3 clusters Score -1.384284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13842846.000000 Penalty: 5878.578613
	Iteration 24Q: 3 clusters Score -1.384285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139893 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13842846.000000 Penalty: 5878.578613
	Iteration 25Q: 3 clusters Score -1.384285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13842850.000000 Penalty: 5878.578613
	Iteration 26Q: 3 clusters Score -1.384285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13842850.000000 Penalty: 5878.578613
	Iteration 27F: 3 clusters Score -1.384285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Entering Unmasked Estep 
Score: -901692.062500 Penalty: 2319.987061
	Iteration 0F: 2 clusters Score -901692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -893068.500000 Penalty: 4639.974121
	Iteration 0F: 3 clusters Score -893068.5 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -895614.437500 Penalty: 4639.974121
	Iteration 1F: 3 clusters Score -895614.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -896130.937500 Penalty: 4639.974121
	Iteration 2F: 3 clusters Score -896130.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -896857.000000 Penalty: 4639.974121
	Iteration 3F: 3 clusters Score -896857 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -897721.312500 Penalty: 4639.974121
	Iteration 4F: 3 clusters Score -897721.3 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -898615.625000 Penalty: 4639.974121
	Iteration 5F: 3 clusters Score -898615.6 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -899517.125000 Penalty: 4639.974121
	Iteration 6F: 3 clusters Score -899517.1 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -900238.500000 Penalty: 4639.974121
	Iteration 7F: 3 clusters Score -900238.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -900660.375000 Penalty: 4639.974121
	Iteration 8Q: 3 clusters Score -900660.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -900854.125000 Penalty: 4639.974121
	Iteration 9Q: 3 clusters Score -900854.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -900967.562500 Penalty: 4639.974121
	Iteration 10Q: 3 clusters Score -900967.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -901027.500000 Penalty: 4639.974121
	Iteration 11Q: 3 clusters Score -901027.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -901070.750000 Penalty: 4639.974121
	Iteration 12Q: 3 clusters Score -901070.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -901097.000000 Penalty: 4639.974121
	Iteration 13Q: 3 clusters Score -901097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -901110.187500 Penalty: 4639.974121
	Iteration 14Q: 3 clusters Score -901110.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -901122.750000 Penalty: 4639.974121
	Iteration 15Q: 3 clusters Score -901122.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -901132.437500 Penalty: 4639.974121
	Iteration 16Q: 3 clusters Score -901132.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -901138.812500 Penalty: 4639.974121
	Iteration 17Q: 3 clusters Score -901138.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -901146.625000 Penalty: 4639.974121
	Iteration 18Q: 3 clusters Score -901146.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -901151.000000 Penalty: 4639.974121
	Iteration 19Q: 3 clusters Score -901151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -901153.125000 Penalty: 4639.974121
	Iteration 20F: 3 clusters Score -901153.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -901155.812500 Penalty: 4639.974121
	Iteration 21Q: 3 clusters Score -901155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -901159.250000 Penalty: 4639.974121
	Iteration 22Q: 3 clusters Score -901159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -901163.625000 Penalty: 4639.974121
	Iteration 23Q: 3 clusters Score -901163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -901166.312500 Penalty: 4639.974121
	Iteration 24Q: 3 clusters Score -901166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -901167.687500 Penalty: 4639.974121
	Iteration 25Q: 3 clusters Score -901167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -901169.562500 Penalty: 4639.974121
	Iteration 26Q: 3 clusters Score -901169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -901170.375000 Penalty: 4639.974121
	Iteration 27Q: 3 clusters Score -901170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -901174.125000 Penalty: 4639.974121
	Iteration 28Q: 3 clusters Score -901174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -901175.250000 Penalty: 4639.974121
	Iteration 29Q: 3 clusters Score -901175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -901177.125000 Penalty: 4639.974121
	Iteration 30Q: 3 clusters Score -901177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -901173.187500 Penalty: 4639.974121
	Iteration 31Q: 3 clusters Score -901173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -901174.000000 Penalty: 4639.974121
	Iteration 32Q: 3 clusters Score -901174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -901175.000000 Penalty: 4639.974121
	Iteration 33Q: 3 clusters Score -901175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -901173.250000 Penalty: 4639.974121
	Iteration 34Q: 3 clusters Score -901173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -901175.937500 Penalty: 4639.974121
	Iteration 35Q: 3 clusters Score -901175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -901175.250000 Penalty: 4639.974121
	Iteration 36Q: 3 clusters Score -901175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -901176.437500 Penalty: 4639.974121
	Iteration 37Q: 3 clusters Score -901176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -901177.062500 Penalty: 4639.974121
	Iteration 38Q: 3 clusters Score -901177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -901176.812500 Penalty: 4639.974121
	Iteration 39Q: 3 clusters Score -901176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -901176.812500 Penalty: 4639.974121
	Iteration 40F: 3 clusters Score -901176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -113356.351562 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -113356.4 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 686 members 
Entering Unmasked Estep 
Score: -111229.898438 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -111229.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111625.953125 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -111626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -111751.289062 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -111751.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -111813.562500 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -111813.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -111870.140625 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -111870.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -111907.796875 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -111907.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111935.960938 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -111936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111955.453125 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -111955.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111979.609375 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -111979.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -112001.601562 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -112001.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -112017.437500 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -112017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -112034.421875 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -112034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -112040.953125 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -112041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -112046.875000 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -112046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112052.351562 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -112052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -112056.226562 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -112056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112058.000000 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -112058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -112059.062500 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -112059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112060.492188 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -112060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112060.492188 Penalty: 3571.410645
	Iteration 19F: 3 clusters Score -112060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Entering Unmasked Estep 
Score: -13929758.000000 Penalty: 2986.503418
	Iteration 0F: 2 clusters Score -1.392976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85074 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -13816113.000000 Penalty: 5973.006836
	Iteration 0F: 3 clusters Score -1.381611e+07 nChanged 80977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -13863310.000000 Penalty: 5973.006836
	Iteration 1F: 3 clusters Score -1.386331e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -13864638.000000 Penalty: 5973.006836
	Iteration 2Q: 3 clusters Score -1.386464e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -13867025.000000 Penalty: 5973.006836
	Iteration 3Q: 3 clusters Score -1.386702e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -13871122.000000 Penalty: 5973.006836
	Iteration 4F: 3 clusters Score -1.387112e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -13877657.000000 Penalty: 5973.006836
	Iteration 5F: 3 clusters Score -1.387766e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -13886521.000000 Penalty: 5973.006836
	Iteration 6F: 3 clusters Score -1.388652e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132714 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -13895578.000000 Penalty: 5973.006836
	Iteration 7F: 3 clusters Score -1.389558e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142935 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -13903634.000000 Penalty: 5973.006836
	Iteration 8F: 3 clusters Score -1.390363e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -13910720.000000 Penalty: 5973.006836
	Iteration 9F: 3 clusters Score -1.391072e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159342 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -13917397.000000 Penalty: 5973.006836
	Iteration 10Q: 3 clusters Score -1.39174e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -13922447.000000 Penalty: 5973.006836
	Iteration 11Q: 3 clusters Score -1.392245e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -13925243.000000 Penalty: 5973.006836
	Iteration 12Q: 3 clusters Score -1.392524e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13926368.000000 Penalty: 5973.006836
	Iteration 13Q: 3 clusters Score -1.392637e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13926787.000000 Penalty: 5973.006836
	Iteration 14Q: 3 clusters Score -1.392679e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13926961.000000 Penalty: 5973.006836
	Iteration 15Q: 3 clusters Score -1.392696e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13927029.000000 Penalty: 5973.006836
	Iteration 16Q: 3 clusters Score -1.392703e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -13927077.000000 Penalty: 5973.006836
	Iteration 17Q: 3 clusters Score -1.392708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -13927111.000000 Penalty: 5973.006836
	Iteration 18Q: 3 clusters Score -1.392711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13927129.000000 Penalty: 5973.006836
	Iteration 19Q: 3 clusters Score -1.392713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13927155.000000 Penalty: 5973.006836
	Iteration 20F: 3 clusters Score -1.392716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13927166.000000 Penalty: 5973.006836
	Iteration 21Q: 3 clusters Score -1.392717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13927173.000000 Penalty: 5973.006836
	Iteration 22Q: 3 clusters Score -1.392717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13927182.000000 Penalty: 5973.006836
	Iteration 23Q: 3 clusters Score -1.392718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13927177.000000 Penalty: 5973.006836
	Iteration 24Q: 3 clusters Score -1.392718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13927185.000000 Penalty: 5973.006836
	Iteration 25Q: 3 clusters Score -1.392718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13927195.000000 Penalty: 5973.006836
	Iteration 26Q: 3 clusters Score -1.39272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13927196.000000 Penalty: 5973.006836
	Iteration 27Q: 3 clusters Score -1.39272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13927193.000000 Penalty: 5973.006836
	Iteration 28Q: 3 clusters Score -1.392719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13927194.000000 Penalty: 5973.006836
	Iteration 29Q: 3 clusters Score -1.392719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13927210.000000 Penalty: 5973.006836
	Iteration 30Q: 3 clusters Score -1.392721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13927211.000000 Penalty: 5973.006836
	Iteration 31Q: 3 clusters Score -1.392721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13927211.000000 Penalty: 5973.006836
	Iteration 32F: 3 clusters Score -1.392721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Entering Unmasked Estep 
Score: -11590192.000000 Penalty: 2877.390869
	Iteration 0F: 2 clusters Score -1.159019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -11521222.000000 Penalty: 5754.781738
	Iteration 0F: 3 clusters Score -1.152122e+07 nChanged 51891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -11550976.000000 Penalty: 5754.781738
	Iteration 1F: 3 clusters Score -1.155098e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -11552242.000000 Penalty: 5754.781738
	Iteration 2Q: 3 clusters Score -1.155224e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -11554333.000000 Penalty: 5754.781738
	Iteration 3Q: 3 clusters Score -1.155433e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -11557895.000000 Penalty: 5754.781738
	Iteration 4F: 3 clusters Score -1.15579e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -11562801.000000 Penalty: 5754.781738
	Iteration 5F: 3 clusters Score -1.15628e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -11569128.000000 Penalty: 5754.781738
	Iteration 6F: 3 clusters Score -1.156913e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -11575064.000000 Penalty: 5754.781738
	Iteration 7F: 3 clusters Score -1.157506e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -11580253.000000 Penalty: 5754.781738
	Iteration 8F: 3 clusters Score -1.158025e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -11583497.000000 Penalty: 5754.781738
	Iteration 9Q: 3 clusters Score -1.15835e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -11585584.000000 Penalty: 5754.781738
	Iteration 10Q: 3 clusters Score -1.158558e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -11586817.000000 Penalty: 5754.781738
	Iteration 11Q: 3 clusters Score -1.158682e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -11587415.000000 Penalty: 5754.781738
	Iteration 12Q: 3 clusters Score -1.158742e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -11587672.000000 Penalty: 5754.781738
	Iteration 13Q: 3 clusters Score -1.158767e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -11587838.000000 Penalty: 5754.781738
	Iteration 14Q: 3 clusters Score -1.158784e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -11587914.000000 Penalty: 5754.781738
	Iteration 15Q: 3 clusters Score -1.158791e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -11587988.000000 Penalty: 5754.781738
	Iteration 16Q: 3 clusters Score -1.158799e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -11588034.000000 Penalty: 5754.781738
	Iteration 17Q: 3 clusters Score -1.158803e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11588052.000000 Penalty: 5754.781738
	Iteration 18Q: 3 clusters Score -1.158805e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -11588091.000000 Penalty: 5754.781738
	Iteration 19Q: 3 clusters Score -1.158809e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104655 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -11588111.000000 Penalty: 5754.781738
	Iteration 20F: 3 clusters Score -1.158811e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -11588136.000000 Penalty: 5754.781738
	Iteration 21Q: 3 clusters Score -1.158814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -11588146.000000 Penalty: 5754.781738
	Iteration 22Q: 3 clusters Score -1.158815e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -11588155.000000 Penalty: 5754.781738
	Iteration 23Q: 3 clusters Score -1.158816e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -11588172.000000 Penalty: 5754.781738
	Iteration 24Q: 3 clusters Score -1.158817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -11588171.000000 Penalty: 5754.781738
	Iteration 25Q: 3 clusters Score -1.158817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -11588167.000000 Penalty: 5754.781738
	Iteration 26Q: 3 clusters Score -1.158817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -11588155.000000 Penalty: 5754.781738
	Iteration 27Q: 3 clusters Score -1.158816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -11588136.000000 Penalty: 5754.781738
	Iteration 28Q: 3 clusters Score -1.158814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104670 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -11588167.000000 Penalty: 5754.781738
	Iteration 29Q: 3 clusters Score -1.158817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -11588164.000000 Penalty: 5754.781738
	Iteration 30Q: 3 clusters Score -1.158816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11588165.000000 Penalty: 5754.781738
	Iteration 31Q: 3 clusters Score -1.158816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -11588159.000000 Penalty: 5754.781738
	Iteration 32Q: 3 clusters Score -1.158816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11588166.000000 Penalty: 5754.781738
	Iteration 33Q: 3 clusters Score -1.158817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -11588155.000000 Penalty: 5754.781738
	Iteration 34Q: 3 clusters Score -1.158816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -11588140.000000 Penalty: 5754.781738
	Iteration 35Q: 3 clusters Score -1.158814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -11588147.000000 Penalty: 5754.781738
	Iteration 36Q: 3 clusters Score -1.158815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -11588165.000000 Penalty: 5754.781738
	Iteration 37Q: 3 clusters Score -1.158816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11588166.000000 Penalty: 5754.781738
	Iteration 38Q: 3 clusters Score -1.158817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11588173.000000 Penalty: 5754.781738
	Iteration 39Q: 3 clusters Score -1.158817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -11588179.000000 Penalty: 5754.781738
	Iteration 40F: 3 clusters Score -1.158818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11588172.000000 Penalty: 5754.781738
	Iteration 41Q: 3 clusters Score -1.158817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11588171.000000 Penalty: 5754.781738
	Iteration 42Q: 3 clusters Score -1.158817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11588172.000000 Penalty: 5754.781738
	Iteration 43Q: 3 clusters Score -1.158817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11588177.000000 Penalty: 5754.781738
	Iteration 44Q: 3 clusters Score -1.158818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11588190.000000 Penalty: 5754.781738
	Iteration 45Q: 3 clusters Score -1.158819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -11588179.000000 Penalty: 5754.781738
	Iteration 46Q: 3 clusters Score -1.158818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11588183.000000 Penalty: 5754.781738
	Iteration 47Q: 3 clusters Score -1.158818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -11588180.000000 Penalty: 5754.781738
	Iteration 48Q: 3 clusters Score -1.158818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -11588170.000000 Penalty: 5754.781738
	Iteration 49Q: 3 clusters Score -1.158817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104660 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -11588190.000000 Penalty: 5754.781738
	Iteration 50Q: 3 clusters Score -1.158819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -11588187.000000 Penalty: 5754.781738
	Iteration 51Q: 3 clusters Score -1.158819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -11588198.000000 Penalty: 5754.781738
	Iteration 52Q: 3 clusters Score -1.15882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -11588189.000000 Penalty: 5754.781738
	Iteration 53Q: 3 clusters Score -1.158819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -11588190.000000 Penalty: 5754.781738
	Iteration 54Q: 3 clusters Score -1.158819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -11588186.000000 Penalty: 5754.781738
	Iteration 55Q: 3 clusters Score -1.158819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -11588180.000000 Penalty: 5754.781738
	Iteration 56Q: 3 clusters Score -1.158818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -11588188.000000 Penalty: 5754.781738
	Iteration 57Q: 3 clusters Score -1.158819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -11588202.000000 Penalty: 5754.781738
	Iteration 58Q: 3 clusters Score -1.15882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -11588198.000000 Penalty: 5754.781738
	Iteration 59Q: 3 clusters Score -1.15882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -11588195.000000 Penalty: 5754.781738
	Iteration 60F: 3 clusters Score -1.15882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11588198.000000 Penalty: 5754.781738
	Iteration 61Q: 3 clusters Score -1.15882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -11588193.000000 Penalty: 5754.781738
	Iteration 62Q: 3 clusters Score -1.158819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11588192.000000 Penalty: 5754.781738
	Iteration 63Q: 3 clusters Score -1.158819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -11588201.000000 Penalty: 5754.781738
	Iteration 64Q: 3 clusters Score -1.15882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -11588207.000000 Penalty: 5754.781738
	Iteration 65Q: 3 clusters Score -1.158821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104634 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -11588207.000000 Penalty: 5754.781738
	Iteration 66Q: 3 clusters Score -1.158821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -11588205.000000 Penalty: 5754.781738
	Iteration 67Q: 3 clusters Score -1.15882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -11588207.000000 Penalty: 5754.781738
	Iteration 68Q: 3 clusters Score -1.158821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -11588198.000000 Penalty: 5754.781738
	Iteration 69Q: 3 clusters Score -1.15882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104621 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11588202.000000 Penalty: 5754.781738
	Iteration 70Q: 3 clusters Score -1.15882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -11588206.000000 Penalty: 5754.781738
	Iteration 71Q: 3 clusters Score -1.158821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11588197.000000 Penalty: 5754.781738
	Iteration 72Q: 3 clusters Score -1.15882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11588197.000000 Penalty: 5754.781738
	Iteration 73Q: 3 clusters Score -1.15882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11588199.000000 Penalty: 5754.781738
	Iteration 74Q: 3 clusters Score -1.15882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11588197.000000 Penalty: 5754.781738
	Iteration 75Q: 3 clusters Score -1.15882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -11588199.000000 Penalty: 5754.781738
	Iteration 76Q: 3 clusters Score -1.15882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -11588200.000000 Penalty: 5754.781738
	Iteration 77Q: 3 clusters Score -1.15882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -11588194.000000 Penalty: 5754.781738
	Iteration 78Q: 3 clusters Score -1.158819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11588209.000000 Penalty: 5754.781738
	Iteration 79Q: 3 clusters Score -1.158821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11588210.000000 Penalty: 5754.781738
	Iteration 80F: 3 clusters Score -1.158821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11588208.000000 Penalty: 5754.781738
	Iteration 81Q: 3 clusters Score -1.158821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11588203.000000 Penalty: 5754.781738
	Iteration 82Q: 3 clusters Score -1.15882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -11588210.000000 Penalty: 5754.781738
	Iteration 83Q: 3 clusters Score -1.158821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104616 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11588210.000000 Penalty: 5754.781738
	Iteration 84Q: 3 clusters Score -1.158821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -11588215.000000 Penalty: 5754.781738
	Iteration 85Q: 3 clusters Score -1.158822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104621 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11588204.000000 Penalty: 5754.781738
	Iteration 86Q: 3 clusters Score -1.15882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -11588208.000000 Penalty: 5754.781738
	Iteration 87Q: 3 clusters Score -1.158821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104621 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11588206.000000 Penalty: 5754.781738
	Iteration 88Q: 3 clusters Score -1.158821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11588208.000000 Penalty: 5754.781738
	Iteration 89Q: 3 clusters Score -1.158821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11588208.000000 Penalty: 5754.781738
	Iteration 90F: 3 clusters Score -1.158821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Entering Unmasked Estep 
Score: -904306.750000 Penalty: 2321.570557
	Iteration 0F: 2 clusters Score -904306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -895626.250000 Penalty: 4643.141113
	Iteration 0F: 3 clusters Score -895626.2 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -898158.500000 Penalty: 4643.141113
	Iteration 1F: 3 clusters Score -898158.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -898545.250000 Penalty: 4643.141113
	Iteration 2F: 3 clusters Score -898545.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -898954.812500 Penalty: 4643.141113
	Iteration 3F: 3 clusters Score -898954.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -899452.437500 Penalty: 4643.141113
	Iteration 4F: 3 clusters Score -899452.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -900025.625000 Penalty: 4643.141113
	Iteration 5F: 3 clusters Score -900025.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -900537.375000 Penalty: 4643.141113
	Iteration 6F: 3 clusters Score -900537.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -900974.687500 Penalty: 4643.141113
	Iteration 7F: 3 clusters Score -900974.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -901274.562500 Penalty: 4643.141113
	Iteration 8Q: 3 clusters Score -901274.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -901476.750000 Penalty: 4643.141113
	Iteration 9Q: 3 clusters Score -901476.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -901647.062500 Penalty: 4643.141113
	Iteration 10Q: 3 clusters Score -901647.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -901773.812500 Penalty: 4643.141113
	Iteration 11Q: 3 clusters Score -901773.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -901882.687500 Penalty: 4643.141113
	Iteration 12Q: 3 clusters Score -901882.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -902002.562500 Penalty: 4643.141113
	Iteration 13Q: 3 clusters Score -902002.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -902127.375000 Penalty: 4643.141113
	Iteration 14Q: 3 clusters Score -902127.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -902238.125000 Penalty: 4643.141113
	Iteration 15Q: 3 clusters Score -902238.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -902337.187500 Penalty: 4643.141113
	Iteration 16Q: 3 clusters Score -902337.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -902425.125000 Penalty: 4643.141113
	Iteration 17Q: 3 clusters Score -902425.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -902506.062500 Penalty: 4643.141113
	Iteration 18Q: 3 clusters Score -902506.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -902566.000000 Penalty: 4643.141113
	Iteration 19Q: 3 clusters Score -902566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -902599.687500 Penalty: 4643.141113
	Iteration 20F: 3 clusters Score -902599.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -902625.437500 Penalty: 4643.141113
	Iteration 21Q: 3 clusters Score -902625.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -902641.750000 Penalty: 4643.141113
	Iteration 22Q: 3 clusters Score -902641.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -902654.312500 Penalty: 4643.141113
	Iteration 23Q: 3 clusters Score -902654.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -902663.375000 Penalty: 4643.141113
	Iteration 24Q: 3 clusters Score -902663.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -902670.500000 Penalty: 4643.141113
	Iteration 25Q: 3 clusters Score -902670.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -902680.562500 Penalty: 4643.141113
	Iteration 26Q: 3 clusters Score -902680.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -902691.437500 Penalty: 4643.141113
	Iteration 27Q: 3 clusters Score -902691.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -902699.375000 Penalty: 4643.141113
	Iteration 28Q: 3 clusters Score -902699.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -902708.875000 Penalty: 4643.141113
	Iteration 29Q: 3 clusters Score -902708.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -902717.375000 Penalty: 4643.141113
	Iteration 30Q: 3 clusters Score -902717.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -902724.625000 Penalty: 4643.141113
	Iteration 31Q: 3 clusters Score -902724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -902731.625000 Penalty: 4643.141113
	Iteration 32Q: 3 clusters Score -902731.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -902739.250000 Penalty: 4643.141113
	Iteration 33Q: 3 clusters Score -902739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -902745.000000 Penalty: 4643.141113
	Iteration 34Q: 3 clusters Score -902745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -902748.000000 Penalty: 4643.141113
	Iteration 35Q: 3 clusters Score -902748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -902751.375000 Penalty: 4643.141113
	Iteration 36Q: 3 clusters Score -902751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -902750.812500 Penalty: 4643.141113
	Iteration 37Q: 3 clusters Score -902750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -902750.812500 Penalty: 4643.141113
	Iteration 38F: 3 clusters Score -902750.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -492354.281250 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -492354.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -486966.031250 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -486966 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -488512.000000 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -488512 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -488912.781250 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -488912.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -489278.781250 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -489278.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -489644.500000 Penalty: 4347.666992
	Iteration 4F: 3 clusters Score -489644.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -490084.781250 Penalty: 4347.666992
	Iteration 5F: 3 clusters Score -490084.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -490516.062500 Penalty: 4347.666992
	Iteration 6F: 3 clusters Score -490516.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -490888.562500 Penalty: 4347.666992
	Iteration 7F: 3 clusters Score -490888.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -491126.062500 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -491126.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -491299.343750 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -491299.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -491426.218750 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -491426.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -491513.781250 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -491513.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -491562.062500 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -491562.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -491608.718750 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -491608.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -491650.093750 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -491650.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -491682.312500 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -491682.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -491721.593750 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -491721.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -491756.718750 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -491756.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -491800.437500 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -491800.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -491870.312500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -491870.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -491944.781250 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -491944.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -492041.375000 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -492041.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -492126.531250 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -492126.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -492220.343750 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -492220.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -492316.625000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -492316.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -492425.468750 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -492425.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -492541.187500 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -492541.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -492661.781250 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -492661.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -492785.593750 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -492785.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -492899.312500 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -492899.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -493010.125000 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -493010.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -493126.125000 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -493126.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -493240.906250 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -493240.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493295.687500 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -493295.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493306.062500 Penalty: 4347.666992
	Iteration 34Q: 3 clusters Score -493306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493311.500000 Penalty: 4347.666992
	Iteration 35Q: 3 clusters Score -493311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -493312.218750 Penalty: 4347.666992
	Iteration 36Q: 3 clusters Score -493312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -493312.750000 Penalty: 4347.666992
	Iteration 37Q: 3 clusters Score -493312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -493313.812500 Penalty: 4347.666992
	Iteration 38Q: 3 clusters Score -493313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493313.875000 Penalty: 4347.666992
	Iteration 39Q: 3 clusters Score -493313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -493313.875000 Penalty: 4347.666992
	Iteration 40F: 3 clusters Score -493313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162098 members 
Mstep: Class 8 contains 18756 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 140361 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169796 members 
Mstep: Class 19 contains 109358 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 51452 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 19154 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 133395 members 
Mstep: Class 33 contains 123681 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76884 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34016 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2560 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 127609 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20800 members 
Mstep: Class 48 contains 5677 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4726 members 
Mstep: Class 51 contains 16998 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1379 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104798 members 
Mstep: Class 61 contains 16129 members 
Mstep: Class 62 contains 102289 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6667 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1381 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2122 members 
Mstep: Class 77 contains 1792 members 
Entering Unmasked Estep 
Score: -150792640.000000 Penalty: 274824.687500
Splitting cluster 21 changes total score from -150793168.000000 to -150792640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Entering Unmasked Estep 
Score: -4198537.000000 Penalty: 2690.404297
	Iteration 0F: 2 clusters Score -4198537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4163854.750000 Penalty: 5380.808594
	Iteration 0F: 3 clusters Score -4163855 nChanged 23724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4177047.000000 Penalty: 5380.808594
	Iteration 1F: 3 clusters Score -4177047 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -4177708.250000 Penalty: 5380.808594
	Iteration 2Q: 3 clusters Score -4177708 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4178355.500000 Penalty: 5380.808594
	Iteration 3Q: 3 clusters Score -4178356 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4179187.250000 Penalty: 5380.808594
	Iteration 4Q: 3 clusters Score -4179187 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -4180180.000000 Penalty: 5380.808594
	Iteration 5Q: 3 clusters Score -4180180 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4181355.000000 Penalty: 5380.808594
	Iteration 6Q: 3 clusters Score -4181355 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4182687.250000 Penalty: 5380.808594
	Iteration 7Q: 3 clusters Score -4182687 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4183973.250000 Penalty: 5380.808594
	Iteration 8F: 3 clusters Score -4183973 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4185212.500000 Penalty: 5380.808594
	Iteration 9Q: 3 clusters Score -4185212 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4186316.500000 Penalty: 5380.808594
	Iteration 10Q: 3 clusters Score -4186316 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -4187179.500000 Penalty: 5380.808594
	Iteration 11Q: 3 clusters Score -4187180 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4187884.250000 Penalty: 5380.808594
	Iteration 12Q: 3 clusters Score -4187884 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4188391.500000 Penalty: 5380.808594
	Iteration 13Q: 3 clusters Score -4188392 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4188844.750000 Penalty: 5380.808594
	Iteration 14Q: 3 clusters Score -4188845 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4189217.750000 Penalty: 5380.808594
	Iteration 15Q: 3 clusters Score -4189218 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4189600.000000 Penalty: 5380.808594
	Iteration 16Q: 3 clusters Score -4189600 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4190066.250000 Penalty: 5380.808594
	Iteration 17Q: 3 clusters Score -4190066 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4190513.250000 Penalty: 5380.808594
	Iteration 18Q: 3 clusters Score -4190513 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4190985.000000 Penalty: 5380.808594
	Iteration 19Q: 3 clusters Score -4190985 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4191494.000000 Penalty: 5380.808594
	Iteration 20F: 3 clusters Score -4191494 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4192038.250000 Penalty: 5380.808594
	Iteration 21Q: 3 clusters Score -4192038 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4192576.250000 Penalty: 5380.808594
	Iteration 22Q: 3 clusters Score -4192576 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4193101.250000 Penalty: 5380.808594
	Iteration 23Q: 3 clusters Score -4193101 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -4193627.250000 Penalty: 5380.808594
	Iteration 24Q: 3 clusters Score -4193627 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -4194114.000000 Penalty: 5380.808594
	Iteration 25Q: 3 clusters Score -4194114 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -4194501.000000 Penalty: 5380.808594
	Iteration 26Q: 3 clusters Score -4194501 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -4194870.500000 Penalty: 5380.808594
	Iteration 27Q: 3 clusters Score -4194870 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -4195153.500000 Penalty: 5380.808594
	Iteration 28Q: 3 clusters Score -4195154 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -4195428.000000 Penalty: 5380.808594
	Iteration 29Q: 3 clusters Score -4195428 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -4195597.500000 Penalty: 5380.808594
	Iteration 30Q: 3 clusters Score -4195598 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -4195758.000000 Penalty: 5380.808594
	Iteration 31Q: 3 clusters Score -4195758 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -4195849.000000 Penalty: 5380.808594
	Iteration 32Q: 3 clusters Score -4195849 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -4195950.000000 Penalty: 5380.808594
	Iteration 33Q: 3 clusters Score -4195950 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -4196014.500000 Penalty: 5380.808594
	Iteration 34Q: 3 clusters Score -4196014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -4196082.000000 Penalty: 5380.808594
	Iteration 35Q: 3 clusters Score -4196082 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -4196151.500000 Penalty: 5380.808594
	Iteration 36Q: 3 clusters Score -4196152 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -4196187.500000 Penalty: 5380.808594
	Iteration 37Q: 3 clusters Score -4196188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -4196218.500000 Penalty: 5380.808594
	Iteration 38Q: 3 clusters Score -4196218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -4196257.000000 Penalty: 5380.808594
	Iteration 39Q: 3 clusters Score -4196257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -4196276.000000 Penalty: 5380.808594
	Iteration 40F: 3 clusters Score -4196276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -4196295.500000 Penalty: 5380.808594
	Iteration 41Q: 3 clusters Score -4196296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -4196304.500000 Penalty: 5380.808594
	Iteration 42Q: 3 clusters Score -4196304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -4196313.500000 Penalty: 5380.808594
	Iteration 43Q: 3 clusters Score -4196314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -4196327.500000 Penalty: 5380.808594
	Iteration 44Q: 3 clusters Score -4196328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -4196342.000000 Penalty: 5380.808594
	Iteration 45Q: 3 clusters Score -4196342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -4196368.500000 Penalty: 5380.808594
	Iteration 46Q: 3 clusters Score -4196368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -4196376.000000 Penalty: 5380.808594
	Iteration 47Q: 3 clusters Score -4196376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4196398.000000 Penalty: 5380.808594
	Iteration 48Q: 3 clusters Score -4196398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -4196411.500000 Penalty: 5380.808594
	Iteration 49Q: 3 clusters Score -4196412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -4196424.500000 Penalty: 5380.808594
	Iteration 50Q: 3 clusters Score -4196424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -4196439.500000 Penalty: 5380.808594
	Iteration 51Q: 3 clusters Score -4196440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -4196456.000000 Penalty: 5380.808594
	Iteration 52Q: 3 clusters Score -4196456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -4196452.500000 Penalty: 5380.808594
	Iteration 53Q: 3 clusters Score -4196452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -4196463.500000 Penalty: 5380.808594
	Iteration 54Q: 3 clusters Score -4196464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -4196471.000000 Penalty: 5380.808594
	Iteration 55Q: 3 clusters Score -4196471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -4196478.500000 Penalty: 5380.808594
	Iteration 56Q: 3 clusters Score -4196478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -4196480.000000 Penalty: 5380.808594
	Iteration 57Q: 3 clusters Score -4196480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -4196482.000000 Penalty: 5380.808594
	Iteration 58Q: 3 clusters Score -4196482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -4196483.500000 Penalty: 5380.808594
	Iteration 59Q: 3 clusters Score -4196484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -4196490.000000 Penalty: 5380.808594
	Iteration 60F: 3 clusters Score -4196490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -4196491.000000 Penalty: 5380.808594
	Iteration 61Q: 3 clusters Score -4196491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -4196495.000000 Penalty: 5380.808594
	Iteration 62Q: 3 clusters Score -4196495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -4196496.500000 Penalty: 5380.808594
	Iteration 63Q: 3 clusters Score -4196496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -4196492.500000 Penalty: 5380.808594
	Iteration 64Q: 3 clusters Score -4196492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -4196496.000000 Penalty: 5380.808594
	Iteration 65Q: 3 clusters Score -4196496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -4196498.000000 Penalty: 5380.808594
	Iteration 66Q: 3 clusters Score -4196498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -4196501.500000 Penalty: 5380.808594
	Iteration 67Q: 3 clusters Score -4196502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -4196500.000000 Penalty: 5380.808594
	Iteration 68Q: 3 clusters Score -4196500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -4196500.000000 Penalty: 5380.808594
	Iteration 69Q: 3 clusters Score -4196500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -4196505.500000 Penalty: 5380.808594
	Iteration 70Q: 3 clusters Score -4196506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -4196504.500000 Penalty: 5380.808594
	Iteration 71Q: 3 clusters Score -4196504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -4196501.000000 Penalty: 5380.808594
	Iteration 72Q: 3 clusters Score -4196501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -4196502.500000 Penalty: 5380.808594
	Iteration 73Q: 3 clusters Score -4196502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -4196508.000000 Penalty: 5380.808594
	Iteration 74Q: 3 clusters Score -4196508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -4196511.500000 Penalty: 5380.808594
	Iteration 75Q: 3 clusters Score -4196512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -4196510.500000 Penalty: 5380.808594
	Iteration 76Q: 3 clusters Score -4196510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -4196510.500000 Penalty: 5380.808594
	Iteration 77Q: 3 clusters Score -4196510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -4196509.000000 Penalty: 5380.808594
	Iteration 78Q: 3 clusters Score -4196509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -4196512.000000 Penalty: 5380.808594
	Iteration 79Q: 3 clusters Score -4196512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -4196510.000000 Penalty: 5380.808594
	Iteration 80F: 3 clusters Score -4196510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -4196512.000000 Penalty: 5380.808594
	Iteration 81Q: 3 clusters Score -4196512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -4196512.000000 Penalty: 5380.808594
	Iteration 82Q: 3 clusters Score -4196512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -4196508.500000 Penalty: 5380.808594
	Iteration 83Q: 3 clusters Score -4196508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -4196510.000000 Penalty: 5380.808594
	Iteration 84Q: 3 clusters Score -4196510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -4196510.000000 Penalty: 5380.808594
	Iteration 85F: 3 clusters Score -4196510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -133778.125000 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -133778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -131302.046875 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -131302 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -131765.000000 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -131765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -131874.734375 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -131874.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131931.875000 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -131931.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131968.796875 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -131968.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -131987.406250 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -131987.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132000.109375 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -132000.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132011.156250 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -132011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -132017.828125 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -132017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132024.781250 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -132024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -132029.125000 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -132029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132031.750000 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -132031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132031.750000 Penalty: 3692.927002
	Iteration 12F: 3 clusters Score -132031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -193436.078125 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193436.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -194010.953125 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -194011 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -194185.968750 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -194296.187500 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -194296.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -194368.375000 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194368.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -194422.640625 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194422.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -194474.750000 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194474.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -194521.578125 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194521.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -194562.734375 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194562.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194614.531250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194614.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -194639.968750 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -194662.546875 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194662.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -194684.921875 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194684.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -194702.453125 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194702.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -194716.937500 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194716.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -194731.156250 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -194743.718750 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194743.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -194756.406250 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -194765.734375 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194765.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -194778.156250 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -194786.234375 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -194791.406250 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -194795.203125 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194795.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -194802.421875 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -194804.953125 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -194807.546875 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -194807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -194808.250000 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -194808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -194808.734375 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -194808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -194809.218750 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -194809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -194809.218750 Penalty: 3885.072510
	Iteration 29F: 3 clusters Score -194809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -309084.343750 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -309084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -305239.156250 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -305239.2 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -306069.968750 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -306070 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -306246.968750 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -306247 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -306338.812500 Penalty: 4108.111816
	Iteration 3Q: 3 clusters Score -306338.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -306394.468750 Penalty: 4108.111816
	Iteration 4Q: 3 clusters Score -306394.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -306446.500000 Penalty: 4108.111816
	Iteration 5Q: 3 clusters Score -306446.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -306489.656250 Penalty: 4108.111816
	Iteration 6Q: 3 clusters Score -306489.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -306537.093750 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -306537.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -306580.031250 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -306580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -306624.218750 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -306624.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306673.187500 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -306673.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -306720.312500 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -306720.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -306764.875000 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -306764.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -306795.437500 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -306795.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -306824.718750 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -306824.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306861.406250 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -306861.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -306895.343750 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -306895.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -306933.500000 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -306933.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -306963.593750 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -306963.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -306989.093750 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -306989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -307009.187500 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -307009.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -307029.531250 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -307029.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -307054.968750 Penalty: 4108.111816
	Iteration 22Q: 3 clusters Score -307055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -307084.156250 Penalty: 4108.111816
	Iteration 23Q: 3 clusters Score -307084.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -307104.250000 Penalty: 4108.111816
	Iteration 24Q: 3 clusters Score -307104.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -307125.875000 Penalty: 4108.111816
	Iteration 25Q: 3 clusters Score -307125.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -307147.312500 Penalty: 4108.111816
	Iteration 26Q: 3 clusters Score -307147.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -307165.750000 Penalty: 4108.111816
	Iteration 27Q: 3 clusters Score -307165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -307183.781250 Penalty: 4108.111816
	Iteration 28Q: 3 clusters Score -307183.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -307203.718750 Penalty: 4108.111816
	Iteration 29Q: 3 clusters Score -307203.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -307214.406250 Penalty: 4108.111816
	Iteration 30Q: 3 clusters Score -307214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -307220.781250 Penalty: 4108.111816
	Iteration 31Q: 3 clusters Score -307220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -307229.843750 Penalty: 4108.111816
	Iteration 32Q: 3 clusters Score -307229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -307237.750000 Penalty: 4108.111816
	Iteration 33Q: 3 clusters Score -307237.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -307245.812500 Penalty: 4108.111816
	Iteration 34Q: 3 clusters Score -307245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -307251.031250 Penalty: 4108.111816
	Iteration 35Q: 3 clusters Score -307251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -307254.875000 Penalty: 4108.111816
	Iteration 36Q: 3 clusters Score -307254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -307258.875000 Penalty: 4108.111816
	Iteration 37Q: 3 clusters Score -307258.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -307262.562500 Penalty: 4108.111816
	Iteration 38Q: 3 clusters Score -307262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -307265.218750 Penalty: 4108.111816
	Iteration 39Q: 3 clusters Score -307265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -307271.562500 Penalty: 4108.111816
	Iteration 40F: 3 clusters Score -307271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -307279.843750 Penalty: 4108.111816
	Iteration 41Q: 3 clusters Score -307279.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -307285.437500 Penalty: 4108.111816
	Iteration 42Q: 3 clusters Score -307285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -307289.000000 Penalty: 4108.111816
	Iteration 43Q: 3 clusters Score -307289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -307292.968750 Penalty: 4108.111816
	Iteration 44Q: 3 clusters Score -307293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -307294.843750 Penalty: 4108.111816
	Iteration 45Q: 3 clusters Score -307294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -307298.625000 Penalty: 4108.111816
	Iteration 46Q: 3 clusters Score -307298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -307298.625000 Penalty: 4108.111816
	Iteration 47F: 3 clusters Score -307298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -391731.218750 Penalty: 2061.531250
	Iteration 0F: 2 clusters Score -391731.2 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 2012 members 
Entering Unmasked Estep 
Score: -387797.312500 Penalty: 4123.062500
	Iteration 0F: 3 clusters Score -387797.3 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -388709.031250 Penalty: 4123.062500
	Iteration 1F: 3 clusters Score -388709 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -388918.500000 Penalty: 4123.062500
	Iteration 2F: 3 clusters Score -388918.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -389080.312500 Penalty: 4123.062500
	Iteration 3F: 3 clusters Score -389080.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -389217.312500 Penalty: 4123.062500
	Iteration 4Q: 3 clusters Score -389217.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389344.781250 Penalty: 4123.062500
	Iteration 5Q: 3 clusters Score -389344.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -389474.437500 Penalty: 4123.062500
	Iteration 6Q: 3 clusters Score -389474.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389587.500000 Penalty: 4123.062500
	Iteration 7Q: 3 clusters Score -389587.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -389687.468750 Penalty: 4123.062500
	Iteration 8Q: 3 clusters Score -389687.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -389769.250000 Penalty: 4123.062500
	Iteration 9Q: 3 clusters Score -389769.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -389835.812500 Penalty: 4123.062500
	Iteration 10Q: 3 clusters Score -389835.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -389882.406250 Penalty: 4123.062500
	Iteration 11Q: 3 clusters Score -389882.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -389924.687500 Penalty: 4123.062500
	Iteration 12Q: 3 clusters Score -389924.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -389956.562500 Penalty: 4123.062500
	Iteration 13Q: 3 clusters Score -389956.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -389979.125000 Penalty: 4123.062500
	Iteration 14Q: 3 clusters Score -389979.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -390000.625000 Penalty: 4123.062500
	Iteration 15Q: 3 clusters Score -390000.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -390010.312500 Penalty: 4123.062500
	Iteration 16Q: 3 clusters Score -390010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -390016.281250 Penalty: 4123.062500
	Iteration 17Q: 3 clusters Score -390016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -390021.031250 Penalty: 4123.062500
	Iteration 18Q: 3 clusters Score -390021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -390022.937500 Penalty: 4123.062500
	Iteration 19Q: 3 clusters Score -390022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -390025.375000 Penalty: 4123.062500
	Iteration 20F: 3 clusters Score -390025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -390027.906250 Penalty: 4123.062500
	Iteration 21Q: 3 clusters Score -390027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -390031.031250 Penalty: 4123.062500
	Iteration 22Q: 3 clusters Score -390031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -390034.656250 Penalty: 4123.062500
	Iteration 23Q: 3 clusters Score -390034.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -390037.718750 Penalty: 4123.062500
	Iteration 24Q: 3 clusters Score -390037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -390039.656250 Penalty: 4123.062500
	Iteration 25Q: 3 clusters Score -390039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -390042.718750 Penalty: 4123.062500
	Iteration 26Q: 3 clusters Score -390042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -390043.812500 Penalty: 4123.062500
	Iteration 27Q: 3 clusters Score -390043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -390047.812500 Penalty: 4123.062500
	Iteration 28Q: 3 clusters Score -390047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -390048.718750 Penalty: 4123.062500
	Iteration 29Q: 3 clusters Score -390048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -390049.437500 Penalty: 4123.062500
	Iteration 30Q: 3 clusters Score -390049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -390053.156250 Penalty: 4123.062500
	Iteration 31Q: 3 clusters Score -390053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -390057.125000 Penalty: 4123.062500
	Iteration 32Q: 3 clusters Score -390057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -390058.625000 Penalty: 4123.062500
	Iteration 33Q: 3 clusters Score -390058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -390061.781250 Penalty: 4123.062500
	Iteration 34Q: 3 clusters Score -390061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -390063.250000 Penalty: 4123.062500
	Iteration 35Q: 3 clusters Score -390063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -390063.250000 Penalty: 4123.062500
	Iteration 36F: 3 clusters Score -390063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Entering Unmasked Estep 
Score: -1376254.375000 Penalty: 2445.346191
	Iteration 0F: 2 clusters Score -1376254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9003 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1372762 nChanged 32
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	Iteration 45Q: 3 clusters Score -1372770 nChanged 43
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	Iteration 49Q: 3 clusters Score -1372780 nChanged 26
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	Iteration 50Q: 3 clusters Score -1372780 nChanged 22
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	Iteration 54Q: 3 clusters Score -1372794 nChanged 15
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	Iteration 55Q: 3 clusters Score -1372792 nChanged 8
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	Iteration 56Q: 3 clusters Score -1372793 nChanged 6
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	Iteration 57Q: 3 clusters Score -1372795 nChanged 6
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	Iteration 58Q: 3 clusters Score -1372796 nChanged 11
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	Iteration 60F: 3 clusters Score -1372797 nChanged 4
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Mstep: Class 1 contains 9794 members 
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	Iteration 62Q: 3 clusters Score -1372798 nChanged 7
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	Iteration 63Q: 3 clusters Score -1372796 nChanged 7
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	Iteration 64Q: 3 clusters Score -1372792 nChanged 4
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	Iteration 66Q: 3 clusters Score -1372802 nChanged 7
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	Iteration 67Q: 3 clusters Score -1372805 nChanged 7
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	Iteration 68Q: 3 clusters Score -1372805 nChanged 6
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	Iteration 69Q: 3 clusters Score -1372802 nChanged 9
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	Iteration 70Q: 3 clusters Score -1372800 nChanged 8
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	Iteration 71Q: 3 clusters Score -1372805 nChanged 8
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	Iteration 72Q: 3 clusters Score -1372806 nChanged 6
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	Iteration 73Q: 3 clusters Score -1372804 nChanged 6
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	Iteration 74Q: 3 clusters Score -1372804 nChanged 8
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	Iteration 75Q: 3 clusters Score -1372805 nChanged 7
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	Iteration 76Q: 3 clusters Score -1372803 nChanged 8
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	Iteration 77Q: 3 clusters Score -1372807 nChanged 11
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	Iteration 79Q: 3 clusters Score -1372808 nChanged 12
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	Iteration 80F: 3 clusters Score -1372809 nChanged 9
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	Iteration 81Q: 3 clusters Score -1372806 nChanged 11
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	Iteration 82Q: 3 clusters Score -1372814 nChanged 10
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	Iteration 83Q: 3 clusters Score -1372818 nChanged 13
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	Iteration 84Q: 3 clusters Score -1372821 nChanged 19
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	Iteration 85Q: 3 clusters Score -1372818 nChanged 15
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	Iteration 86Q: 3 clusters Score -1372817 nChanged 21
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1372826 nChanged 24
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Mstep: Class 1 contains 9996 members 
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	Iteration 88Q: 3 clusters Score -1372820 nChanged 36
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	Iteration 89Q: 3 clusters Score -1372823 nChanged 26
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	Iteration 90Q: 3 clusters Score -1372828 nChanged 24
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	Iteration 91Q: 3 clusters Score -1372829 nChanged 26
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1372838 nChanged 27
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9025 members 
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	Iteration 93Q: 3 clusters Score -1372837 nChanged 24
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Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9003 members 
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	Iteration 94Q: 3 clusters Score -1372837 nChanged 21
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Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8982 members 
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	Iteration 95Q: 3 clusters Score -1372838 nChanged 17
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8965 members 
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	Iteration 96Q: 3 clusters Score -1372840 nChanged 29
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Mstep: Class 1 contains 10214 members 
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	Iteration 97Q: 3 clusters Score -1372845 nChanged 25
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Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8917 members 
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	Iteration 98Q: 3 clusters Score -1372850 nChanged 22
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8899 members 
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Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 8892 members 
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	Iteration 100F: 3 clusters Score -1372849 nChanged 16
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Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8880 members 
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	Iteration 101Q: 3 clusters Score -1372850 nChanged 20
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Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 8862 members 
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	Iteration 102Q: 3 clusters Score -1372853 nChanged 21
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Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8841 members 
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	Iteration 103Q: 3 clusters Score -1372850 nChanged 18
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8823 members 
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	Iteration 104Q: 3 clusters Score -1372856 nChanged 19
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Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8806 members 
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	Iteration 105Q: 3 clusters Score -1372855 nChanged 21
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Mstep: Class 1 contains 10367 members 
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Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8772 members 
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	Iteration 107Q: 3 clusters Score -1372864 nChanged 14
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8758 members 
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	Iteration 108Q: 3 clusters Score -1372865 nChanged 15
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Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8743 members 
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	Iteration 109Q: 3 clusters Score -1372863 nChanged 25
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Mstep: Class 1 contains 10436 members 
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Mstep: Class 1 contains 10456 members 
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	Iteration 111Q: 3 clusters Score -1372868 nChanged 15
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Mstep: Class 1 contains 10469 members 
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	Iteration 112Q: 3 clusters Score -1372871 nChanged 18
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Mstep: Class 1 contains 10487 members 
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	Iteration 113Q: 3 clusters Score -1372876 nChanged 21
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	Iteration 114Q: 3 clusters Score -1372874 nChanged 19
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Mstep: Class 1 contains 10523 members 
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	Iteration 115Q: 3 clusters Score -1372874 nChanged 23
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Mstep: Class 1 contains 10542 members 
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	Iteration 116Q: 3 clusters Score -1372877 nChanged 18
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Mstep: Class 1 contains 10581 members 
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Mstep: Class 1 contains 10604 members 
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	Iteration 119Q: 3 clusters Score -1372880 nChanged 20
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Mstep: Class 1 contains 10624 members 
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	Iteration 120F: 3 clusters Score -1372886 nChanged 27
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	Iteration 121Q: 3 clusters Score -1372888 nChanged 34
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Mstep: Class 1 contains 11091 members 
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Mstep: Class 1 contains 11391 members 
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Mstep: Class 1 contains 12710 members 
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	Iteration 140F: 3 clusters Score -1373616 nChanged 284
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Mstep: Class 1 contains 13484 members 
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	Iteration 146Q: 3 clusters Score -1374257 nChanged 242
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	Iteration 148Q: 3 clusters Score -1374423 nChanged 206
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Mstep: Class 1 contains 15744 members 
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Mstep: Class 1 contains 15889 members 
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Mstep: Class 1 contains 16033 members 
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	Iteration 157Q: 3 clusters Score -1374921 nChanged 96
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	Iteration 160F: 3 clusters Score -1374990 nChanged 50
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	Iteration 161Q: 3 clusters Score -1375001 nChanged 44
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	Iteration 162Q: 3 clusters Score -1375010 nChanged 34
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	Iteration 163Q: 3 clusters Score -1375017 nChanged 34
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	Iteration 164Q: 3 clusters Score -1375022 nChanged 39
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	Iteration 165Q: 3 clusters Score -1375035 nChanged 50
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	Iteration 166Q: 3 clusters Score -1375045 nChanged 34
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	Iteration 167Q: 3 clusters Score -1375051 nChanged 36
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Mstep: Class 1 contains 16925 members 
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	Iteration 168Q: 3 clusters Score -1375058 nChanged 32
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	Iteration 170Q: 3 clusters Score -1375076 nChanged 28
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	Iteration 172Q: 3 clusters Score -1375092 nChanged 31
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	Iteration 173Q: 3 clusters Score -1375100 nChanged 17
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	Iteration 174Q: 3 clusters Score -1375104 nChanged 15
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	Iteration 175Q: 3 clusters Score -1375110 nChanged 11
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	Iteration 176Q: 3 clusters Score -1375112 nChanged 10
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	Iteration 177Q: 3 clusters Score -1375111 nChanged 11
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	Iteration 178Q: 3 clusters Score -1375118 nChanged 11
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	Iteration 179Q: 3 clusters Score -1375122 nChanged 6
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	Iteration 180F: 3 clusters Score -1375122 nChanged 4
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	Iteration 181Q: 3 clusters Score -1375123 nChanged 7
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	Iteration 182Q: 3 clusters Score -1375122 nChanged 4
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	Iteration 183Q: 3 clusters Score -1375121 nChanged 1
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	Iteration 184Q: 3 clusters Score -1375123 nChanged 1
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Score: -1375124.250000 Penalty: 4890.692383
	Iteration 185Q: 3 clusters Score -1375124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1375127.875000 Penalty: 4890.692383
	Iteration 186Q: 3 clusters Score -1375128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1375124.625000 Penalty: 4890.692383
	Iteration 187Q: 3 clusters Score -1375125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1375126.625000 Penalty: 4890.692383
	Iteration 188Q: 3 clusters Score -1375127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1375128.000000 Penalty: 4890.692383
	Iteration 189Q: 3 clusters Score -1375128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1375125.125000 Penalty: 4890.692383
	Iteration 190Q: 3 clusters Score -1375125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1375125.125000 Penalty: 4890.692383
	Iteration 191Q: 3 clusters Score -1375125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1375126.250000 Penalty: 4890.692383
	Iteration 192Q: 3 clusters Score -1375126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1375127.250000 Penalty: 4890.692383
	Iteration 193Q: 3 clusters Score -1375127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1375127.250000 Penalty: 4890.692383
	Iteration 194F: 3 clusters Score -1375127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -366245.156250 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -366245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -362546.500000 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -362546.5 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -363417.562500 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -363417.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -363687.718750 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -363687.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -363871.000000 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -363871 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -364005.375000 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -364005.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -364125.468750 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -364125.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -364266.343750 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -364266.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -364400.281250 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -364400.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364563.250000 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -364563.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -364755.281250 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -364755.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -364887.031250 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -364887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -364991.812500 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -364991.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -365096.875000 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -365096.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -365192.437500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -365192.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -365265.843750 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -365265.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -365324.562500 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -365324.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -365371.437500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -365371.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -365399.406250 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -365399.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -365425.093750 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -365425.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -365440.906250 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -365440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -365450.593750 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -365450.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365462.343750 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -365462.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -365482.312500 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -365482.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -365516.000000 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -365516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -365598.500000 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -365598.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -365705.718750 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -365705.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -365762.468750 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -365762.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -365803.093750 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -365803.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -365832.218750 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -365832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -365852.281250 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -365852.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -365868.625000 Penalty: 4078.386475
	Iteration 30Q: 3 clusters Score -365868.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -365878.000000 Penalty: 4078.386475
	Iteration 31Q: 3 clusters Score -365878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -365882.812500 Penalty: 4078.386475
	Iteration 32Q: 3 clusters Score -365882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -365891.593750 Penalty: 4078.386475
	Iteration 33Q: 3 clusters Score -365891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365903.781250 Penalty: 4078.386475
	Iteration 34Q: 3 clusters Score -365903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -365909.625000 Penalty: 4078.386475
	Iteration 35Q: 3 clusters Score -365909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -365913.468750 Penalty: 4078.386475
	Iteration 36Q: 3 clusters Score -365913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -365914.312500 Penalty: 4078.386475
	Iteration 37Q: 3 clusters Score -365914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -365915.062500 Penalty: 4078.386475
	Iteration 38Q: 3 clusters Score -365915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -365915.062500 Penalty: 4078.386475
	Iteration 39F: 3 clusters Score -365915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Entering Unmasked Estep 
Score: -1504403.625000 Penalty: 2438.533691
	Iteration 0F: 2 clusters Score -1504404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1491275.375000 Penalty: 4877.067383
	Iteration 0F: 3 clusters Score -1491275 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1496208.750000 Penalty: 4877.067383
	Iteration 1F: 3 clusters Score -1496209 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1497348.125000 Penalty: 4877.067383
	Iteration 2F: 3 clusters Score -1497348 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1498622.375000 Penalty: 4877.067383
	Iteration 3F: 3 clusters Score -1498622 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1499778.000000 Penalty: 4877.067383
	Iteration 4F: 3 clusters Score -1499778 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1500563.125000 Penalty: 4877.067383
	Iteration 5F: 3 clusters Score -1500563 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1501007.375000 Penalty: 4877.067383
	Iteration 6Q: 3 clusters Score -1501007 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1501272.875000 Penalty: 4877.067383
	Iteration 7Q: 3 clusters Score -1501273 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1501461.875000 Penalty: 4877.067383
	Iteration 8Q: 3 clusters Score -1501462 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1501584.125000 Penalty: 4877.067383
	Iteration 9Q: 3 clusters Score -1501584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1501681.750000 Penalty: 4877.067383
	Iteration 10Q: 3 clusters Score -1501682 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1501758.000000 Penalty: 4877.067383
	Iteration 11Q: 3 clusters Score -1501758 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1501820.125000 Penalty: 4877.067383
	Iteration 12Q: 3 clusters Score -1501820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1501876.375000 Penalty: 4877.067383
	Iteration 13Q: 3 clusters Score -1501876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1501944.625000 Penalty: 4877.067383
	Iteration 14Q: 3 clusters Score -1501945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1502008.875000 Penalty: 4877.067383
	Iteration 15Q: 3 clusters Score -1502009 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1502056.750000 Penalty: 4877.067383
	Iteration 16Q: 3 clusters Score -1502057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1502092.875000 Penalty: 4877.067383
	Iteration 17Q: 3 clusters Score -1502093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1502131.375000 Penalty: 4877.067383
	Iteration 18Q: 3 clusters Score -1502131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1502157.750000 Penalty: 4877.067383
	Iteration 19Q: 3 clusters Score -1502158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1502178.625000 Penalty: 4877.067383
	Iteration 20F: 3 clusters Score -1502179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1502196.625000 Penalty: 4877.067383
	Iteration 21Q: 3 clusters Score -1502197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1502225.125000 Penalty: 4877.067383
	Iteration 22Q: 3 clusters Score -1502225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1502241.250000 Penalty: 4877.067383
	Iteration 23Q: 3 clusters Score -1502241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1502257.625000 Penalty: 4877.067383
	Iteration 24Q: 3 clusters Score -1502258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1502270.625000 Penalty: 4877.067383
	Iteration 25Q: 3 clusters Score -1502271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1502285.750000 Penalty: 4877.067383
	Iteration 26Q: 3 clusters Score -1502286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1502302.125000 Penalty: 4877.067383
	Iteration 27Q: 3 clusters Score -1502302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1502319.250000 Penalty: 4877.067383
	Iteration 28Q: 3 clusters Score -1502319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1502330.375000 Penalty: 4877.067383
	Iteration 29Q: 3 clusters Score -1502330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1502345.000000 Penalty: 4877.067383
	Iteration 30Q: 3 clusters Score -1502345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1502355.875000 Penalty: 4877.067383
	Iteration 31Q: 3 clusters Score -1502356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1502362.500000 Penalty: 4877.067383
	Iteration 32Q: 3 clusters Score -1502362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1502372.125000 Penalty: 4877.067383
	Iteration 33Q: 3 clusters Score -1502372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1502378.750000 Penalty: 4877.067383
	Iteration 34Q: 3 clusters Score -1502379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1502380.000000 Penalty: 4877.067383
	Iteration 35Q: 3 clusters Score -1502380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1502382.875000 Penalty: 4877.067383
	Iteration 36Q: 3 clusters Score -1502383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1502383.125000 Penalty: 4877.067383
	Iteration 37Q: 3 clusters Score -1502383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1502381.500000 Penalty: 4877.067383
	Iteration 38Q: 3 clusters Score -1502382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1502383.625000 Penalty: 4877.067383
	Iteration 39Q: 3 clusters Score -1502384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1502384.875000 Penalty: 4877.067383
	Iteration 40F: 3 clusters Score -1502385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1502385.875000 Penalty: 4877.067383
	Iteration 41Q: 3 clusters Score -1502386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1502387.125000 Penalty: 4877.067383
	Iteration 42Q: 3 clusters Score -1502387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1502387.625000 Penalty: 4877.067383
	Iteration 43Q: 3 clusters Score -1502388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1502387.875000 Penalty: 4877.067383
	Iteration 44Q: 3 clusters Score -1502388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1502391.750000 Penalty: 4877.067383
	Iteration 45Q: 3 clusters Score -1502392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1502392.750000 Penalty: 4877.067383
	Iteration 46Q: 3 clusters Score -1502393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1502389.500000 Penalty: 4877.067383
	Iteration 47Q: 3 clusters Score -1502390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1502392.750000 Penalty: 4877.067383
	Iteration 48Q: 3 clusters Score -1502393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1502391.000000 Penalty: 4877.067383
	Iteration 49Q: 3 clusters Score -1502391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1502392.875000 Penalty: 4877.067383
	Iteration 50Q: 3 clusters Score -1502393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1502392.875000 Penalty: 4877.067383
	Iteration 51F: 3 clusters Score -1502393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -947495.500000 Penalty: 2262.459229
	Iteration 0F: 2 clusters Score -947495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -940370.375000 Penalty: 4524.918457
	Iteration 0F: 3 clusters Score -940370.4 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -942485.187500 Penalty: 4524.918457
	Iteration 1F: 3 clusters Score -942485.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -942881.625000 Penalty: 4524.918457
	Iteration 2F: 3 clusters Score -942881.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -943242.500000 Penalty: 4524.918457
	Iteration 3F: 3 clusters Score -943242.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -943618.687500 Penalty: 4524.918457
	Iteration 4F: 3 clusters Score -943618.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -943991.875000 Penalty: 4524.918457
	Iteration 5F: 3 clusters Score -943991.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -944323.625000 Penalty: 4524.918457
	Iteration 6F: 3 clusters Score -944323.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -944617.812500 Penalty: 4524.918457
	Iteration 7Q: 3 clusters Score -944617.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -944888.687500 Penalty: 4524.918457
	Iteration 8Q: 3 clusters Score -944888.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -945117.187500 Penalty: 4524.918457
	Iteration 9Q: 3 clusters Score -945117.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -945336.375000 Penalty: 4524.918457
	Iteration 10Q: 3 clusters Score -945336.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -945508.062500 Penalty: 4524.918457
	Iteration 11Q: 3 clusters Score -945508.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -945630.250000 Penalty: 4524.918457
	Iteration 12Q: 3 clusters Score -945630.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -945721.062500 Penalty: 4524.918457
	Iteration 13Q: 3 clusters Score -945721.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -945788.250000 Penalty: 4524.918457
	Iteration 14Q: 3 clusters Score -945788.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -945824.875000 Penalty: 4524.918457
	Iteration 15Q: 3 clusters Score -945824.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -945846.187500 Penalty: 4524.918457
	Iteration 16Q: 3 clusters Score -945846.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -945864.125000 Penalty: 4524.918457
	Iteration 17Q: 3 clusters Score -945864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -945871.125000 Penalty: 4524.918457
	Iteration 18Q: 3 clusters Score -945871.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -945882.562500 Penalty: 4524.918457
	Iteration 19Q: 3 clusters Score -945882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -945891.625000 Penalty: 4524.918457
	Iteration 20F: 3 clusters Score -945891.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -945894.625000 Penalty: 4524.918457
	Iteration 21Q: 3 clusters Score -945894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -945899.875000 Penalty: 4524.918457
	Iteration 22Q: 3 clusters Score -945899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -945905.812500 Penalty: 4524.918457
	Iteration 23Q: 3 clusters Score -945905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -945912.187500 Penalty: 4524.918457
	Iteration 24Q: 3 clusters Score -945912.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -945924.562500 Penalty: 4524.918457
	Iteration 25Q: 3 clusters Score -945924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -945926.875000 Penalty: 4524.918457
	Iteration 26Q: 3 clusters Score -945926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -945928.437500 Penalty: 4524.918457
	Iteration 27Q: 3 clusters Score -945928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -945931.125000 Penalty: 4524.918457
	Iteration 28Q: 3 clusters Score -945931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -945931.125000 Penalty: 4524.918457
	Iteration 29Q: 3 clusters Score -945931.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -945936.250000 Penalty: 4524.918457
	Iteration 30Q: 3 clusters Score -945936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -945937.875000 Penalty: 4524.918457
	Iteration 31Q: 3 clusters Score -945937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -945938.375000 Penalty: 4524.918457
	Iteration 32Q: 3 clusters Score -945938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -945938.375000 Penalty: 4524.918457
	Iteration 33F: 3 clusters Score -945938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Entering Unmasked Estep 
Score: -1631499.500000 Penalty: 2460.720459
	Iteration 0F: 2 clusters Score -1631500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1617220.375000 Penalty: 4921.440918
	Iteration 0F: 3 clusters Score -1617220 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1622371.875000 Penalty: 4921.440918
	Iteration 1F: 3 clusters Score -1622372 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1623212.000000 Penalty: 4921.440918
	Iteration 2F: 3 clusters Score -1623212 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1624233.375000 Penalty: 4921.440918
	Iteration 3F: 3 clusters Score -1624233 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1625282.750000 Penalty: 4921.440918
	Iteration 4F: 3 clusters Score -1625283 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1626243.500000 Penalty: 4921.440918
	Iteration 5F: 3 clusters Score -1626244 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1626960.125000 Penalty: 4921.440918
	Iteration 6F: 3 clusters Score -1626960 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1627420.625000 Penalty: 4921.440918
	Iteration 7Q: 3 clusters Score -1627421 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1627761.125000 Penalty: 4921.440918
	Iteration 8Q: 3 clusters Score -1627761 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1628033.375000 Penalty: 4921.440918
	Iteration 9Q: 3 clusters Score -1628033 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1628268.875000 Penalty: 4921.440918
	Iteration 10Q: 3 clusters Score -1628269 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1628458.500000 Penalty: 4921.440918
	Iteration 11Q: 3 clusters Score -1628458 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1628631.750000 Penalty: 4921.440918
	Iteration 12Q: 3 clusters Score -1628632 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1628779.750000 Penalty: 4921.440918
	Iteration 13Q: 3 clusters Score -1628780 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1628917.875000 Penalty: 4921.440918
	Iteration 14Q: 3 clusters Score -1628918 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1629024.000000 Penalty: 4921.440918
	Iteration 15Q: 3 clusters Score -1629024 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1629122.500000 Penalty: 4921.440918
	Iteration 16Q: 3 clusters Score -1629122 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1629220.000000 Penalty: 4921.440918
	Iteration 17Q: 3 clusters Score -1629220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1629301.125000 Penalty: 4921.440918
	Iteration 18Q: 3 clusters Score -1629301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1629367.250000 Penalty: 4921.440918
	Iteration 19Q: 3 clusters Score -1629367 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1629416.625000 Penalty: 4921.440918
	Iteration 20F: 3 clusters Score -1629417 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1629460.625000 Penalty: 4921.440918
	Iteration 21Q: 3 clusters Score -1629461 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1629483.500000 Penalty: 4921.440918
	Iteration 22Q: 3 clusters Score -1629484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1629512.875000 Penalty: 4921.440918
	Iteration 23Q: 3 clusters Score -1629513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1629535.125000 Penalty: 4921.440918
	Iteration 24Q: 3 clusters Score -1629535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1629547.625000 Penalty: 4921.440918
	Iteration 25Q: 3 clusters Score -1629548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1629562.250000 Penalty: 4921.440918
	Iteration 26Q: 3 clusters Score -1629562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1629577.000000 Penalty: 4921.440918
	Iteration 27Q: 3 clusters Score -1629577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1629585.000000 Penalty: 4921.440918
	Iteration 28Q: 3 clusters Score -1629585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1629591.500000 Penalty: 4921.440918
	Iteration 29Q: 3 clusters Score -1629592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1629606.125000 Penalty: 4921.440918
	Iteration 30Q: 3 clusters Score -1629606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1629610.125000 Penalty: 4921.440918
	Iteration 31Q: 3 clusters Score -1629610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1629620.750000 Penalty: 4921.440918
	Iteration 32Q: 3 clusters Score -1629621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1629628.000000 Penalty: 4921.440918
	Iteration 33Q: 3 clusters Score -1629628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1629634.125000 Penalty: 4921.440918
	Iteration 34Q: 3 clusters Score -1629634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1629637.000000 Penalty: 4921.440918
	Iteration 35Q: 3 clusters Score -1629637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1629639.875000 Penalty: 4921.440918
	Iteration 36Q: 3 clusters Score -1629640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1629641.500000 Penalty: 4921.440918
	Iteration 37Q: 3 clusters Score -1629642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1629638.750000 Penalty: 4921.440918
	Iteration 38Q: 3 clusters Score -1629639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1629637.750000 Penalty: 4921.440918
	Iteration 39Q: 3 clusters Score -1629638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1629638.375000 Penalty: 4921.440918
	Iteration 40F: 3 clusters Score -1629638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (133395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133395 members 
Entering Unmasked Estep 
Score: -13162119.000000 Penalty: 2926.665527
	Iteration 0F: 2 clusters Score -1.316212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -13076130.000000 Penalty: 5853.331055
	Iteration 0F: 3 clusters Score -1.307613e+07 nChanged 63660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -13112863.000000 Penalty: 5853.331055
	Iteration 1F: 3 clusters Score -1.311286e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -13113890.000000 Penalty: 5853.331055
	Iteration 2Q: 3 clusters Score -1.311389e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -13115218.000000 Penalty: 5853.331055
	Iteration 3Q: 3 clusters Score -1.311522e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -13116812.000000 Penalty: 5853.331055
	Iteration 4Q: 3 clusters Score -1.311681e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -13119179.000000 Penalty: 5853.331055
	Iteration 5Q: 3 clusters Score -1.311918e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -13122295.000000 Penalty: 5853.331055
	Iteration 6Q: 3 clusters Score -1.31223e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -13127076.000000 Penalty: 5853.331055
	Iteration 7F: 3 clusters Score -1.312708e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -13132970.000000 Penalty: 5853.331055
	Iteration 8F: 3 clusters Score -1.313297e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -13139028.000000 Penalty: 5853.331055
	Iteration 9F: 3 clusters Score -1.313903e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -13142855.000000 Penalty: 5853.331055
	Iteration 10F: 3 clusters Score -1.314286e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52228 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -13144532.000000 Penalty: 5853.331055
	Iteration 11Q: 3 clusters Score -1.314453e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -13145445.000000 Penalty: 5853.331055
	Iteration 12Q: 3 clusters Score -1.314544e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -13146102.000000 Penalty: 5853.331055
	Iteration 13Q: 3 clusters Score -1.31461e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -13146841.000000 Penalty: 5853.331055
	Iteration 14Q: 3 clusters Score -1.314684e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -13147420.000000 Penalty: 5853.331055
	Iteration 15Q: 3 clusters Score -1.314742e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -13148192.000000 Penalty: 5853.331055
	Iteration 16Q: 3 clusters Score -1.314819e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -13149081.000000 Penalty: 5853.331055
	Iteration 17Q: 3 clusters Score -1.314908e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -13149954.000000 Penalty: 5853.331055
	Iteration 18Q: 3 clusters Score -1.314995e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -13150955.000000 Penalty: 5853.331055
	Iteration 19Q: 3 clusters Score -1.315096e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -13151918.000000 Penalty: 5853.331055
	Iteration 20F: 3 clusters Score -1.315192e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
Score: -13152746.000000 Penalty: 5853.331055
	Iteration 21Q: 3 clusters Score -1.315275e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -13153489.000000 Penalty: 5853.331055
	Iteration 22Q: 3 clusters Score -1.315349e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -13154045.000000 Penalty: 5853.331055
	Iteration 23Q: 3 clusters Score -1.315404e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -13154561.000000 Penalty: 5853.331055
	Iteration 24Q: 3 clusters Score -1.315456e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -13155001.000000 Penalty: 5853.331055
	Iteration 25Q: 3 clusters Score -1.3155e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -13155301.000000 Penalty: 5853.331055
	Iteration 26Q: 3 clusters Score -1.31553e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -13155620.000000 Penalty: 5853.331055
	Iteration 27Q: 3 clusters Score -1.315562e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -13155833.000000 Penalty: 5853.331055
	Iteration 28Q: 3 clusters Score -1.315583e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -13156098.000000 Penalty: 5853.331055
	Iteration 29Q: 3 clusters Score -1.31561e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -13156302.000000 Penalty: 5853.331055
	Iteration 30Q: 3 clusters Score -1.31563e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 108892 members 
Entering Unmasked Estep 
Score: -13156551.000000 Penalty: 5853.331055
	Iteration 31Q: 3 clusters Score -1.315655e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -13156795.000000 Penalty: 5853.331055
	Iteration 32Q: 3 clusters Score -1.31568e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -13157060.000000 Penalty: 5853.331055
	Iteration 33Q: 3 clusters Score -1.315706e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -13157208.000000 Penalty: 5853.331055
	Iteration 34Q: 3 clusters Score -1.315721e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -13157424.000000 Penalty: 5853.331055
	Iteration 35Q: 3 clusters Score -1.315742e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -13157704.000000 Penalty: 5853.331055
	Iteration 36Q: 3 clusters Score -1.31577e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -13157977.000000 Penalty: 5853.331055
	Iteration 37Q: 3 clusters Score -1.315798e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -13158210.000000 Penalty: 5853.331055
	Iteration 38Q: 3 clusters Score -1.315821e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
Score: -13158555.000000 Penalty: 5853.331055
	Iteration 39Q: 3 clusters Score -1.315856e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -13158800.000000 Penalty: 5853.331055
	Iteration 40F: 3 clusters Score -1.31588e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 118615 members 
Entering Unmasked Estep 
Score: -13159064.000000 Penalty: 5853.331055
	Iteration 41Q: 3 clusters Score -1.315906e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -13159299.000000 Penalty: 5853.331055
	Iteration 42Q: 3 clusters Score -1.31593e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -13159475.000000 Penalty: 5853.331055
	Iteration 43Q: 3 clusters Score -1.315948e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -13159797.000000 Penalty: 5853.331055
	Iteration 44Q: 3 clusters Score -1.31598e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 122009 members 
Entering Unmasked Estep 
Score: -13160097.000000 Penalty: 5853.331055
	Iteration 45Q: 3 clusters Score -1.31601e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 122733 members 
Entering Unmasked Estep 
Score: -13160355.000000 Penalty: 5853.331055
	Iteration 46Q: 3 clusters Score -1.316036e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -13160514.000000 Penalty: 5853.331055
	Iteration 47Q: 3 clusters Score -1.316051e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -13160617.000000 Penalty: 5853.331055
	Iteration 48Q: 3 clusters Score -1.316062e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -13160677.000000 Penalty: 5853.331055
	Iteration 49Q: 3 clusters Score -1.316068e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 125301 members 
Entering Unmasked Estep 
Score: -13160723.000000 Penalty: 5853.331055
	Iteration 50Q: 3 clusters Score -1.316072e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -13160796.000000 Penalty: 5853.331055
	Iteration 51Q: 3 clusters Score -1.31608e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -13160838.000000 Penalty: 5853.331055
	Iteration 52Q: 3 clusters Score -1.316084e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -13160888.000000 Penalty: 5853.331055
	Iteration 53Q: 3 clusters Score -1.316089e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 127183 members 
Entering Unmasked Estep 
Score: -13160887.000000 Penalty: 5853.331055
	Iteration 54Q: 3 clusters Score -1.316089e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -13160812.000000 Penalty: 5853.331055
	Iteration 55Q: 3 clusters Score -1.316081e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 127883 members 
Entering Unmasked Estep 
Score: -13160835.000000 Penalty: 5853.331055
	Iteration 56Q: 3 clusters Score -1.316084e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 128165 members 
Entering Unmasked Estep 
Score: -13160802.000000 Penalty: 5853.331055
	Iteration 57Q: 3 clusters Score -1.31608e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -13160818.000000 Penalty: 5853.331055
	Iteration 58Q: 3 clusters Score -1.316082e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
Score: -13160779.000000 Penalty: 5853.331055
	Iteration 59Q: 3 clusters Score -1.316078e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 128902 members 
Entering Unmasked Estep 
Score: -13160792.000000 Penalty: 5853.331055
	Iteration 60F: 3 clusters Score -1.316079e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 129129 members 
Entering Unmasked Estep 
Score: -13160818.000000 Penalty: 5853.331055
	Iteration 61Q: 3 clusters Score -1.316082e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 129334 members 
Entering Unmasked Estep 
Score: -13160850.000000 Penalty: 5853.331055
	Iteration 62Q: 3 clusters Score -1.316085e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -13160840.000000 Penalty: 5853.331055
	Iteration 63Q: 3 clusters Score -1.316084e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
Score: -13160837.000000 Penalty: 5853.331055
	Iteration 64Q: 3 clusters Score -1.316084e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -13160857.000000 Penalty: 5853.331055
	Iteration 65Q: 3 clusters Score -1.316086e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 130009 members 
Entering Unmasked Estep 
Score: -13160851.000000 Penalty: 5853.331055
	Iteration 66Q: 3 clusters Score -1.316085e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -13160864.000000 Penalty: 5853.331055
	Iteration 67Q: 3 clusters Score -1.316086e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 130221 members 
Entering Unmasked Estep 
Score: -13160819.000000 Penalty: 5853.331055
	Iteration 68Q: 3 clusters Score -1.316082e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -13160787.000000 Penalty: 5853.331055
	Iteration 69Q: 3 clusters Score -1.316079e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 130420 members 
Entering Unmasked Estep 
Score: -13160782.000000 Penalty: 5853.331055
	Iteration 70Q: 3 clusters Score -1.316078e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -13160791.000000 Penalty: 5853.331055
	Iteration 71Q: 3 clusters Score -1.316079e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -13160822.000000 Penalty: 5853.331055
	Iteration 72Q: 3 clusters Score -1.316082e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 130685 members 
Entering Unmasked Estep 
Score: -13160806.000000 Penalty: 5853.331055
	Iteration 73Q: 3 clusters Score -1.316081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -13160810.000000 Penalty: 5853.331055
	Iteration 74Q: 3 clusters Score -1.316081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 130812 members 
Entering Unmasked Estep 
Score: -13160802.000000 Penalty: 5853.331055
	Iteration 75Q: 3 clusters Score -1.31608e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -13160809.000000 Penalty: 5853.331055
	Iteration 76Q: 3 clusters Score -1.316081e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -13160778.000000 Penalty: 5853.331055
	Iteration 77Q: 3 clusters Score -1.316078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -13160794.000000 Penalty: 5853.331055
	Iteration 78Q: 3 clusters Score -1.316079e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 130985 members 
Entering Unmasked Estep 
Score: -13160788.000000 Penalty: 5853.331055
	Iteration 79Q: 3 clusters Score -1.316079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -13160785.000000 Penalty: 5853.331055
	Iteration 80F: 3 clusters Score -1.316078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -13160783.000000 Penalty: 5853.331055
	Iteration 81Q: 3 clusters Score -1.316078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 131073 members 
Entering Unmasked Estep 
Score: -13160802.000000 Penalty: 5853.331055
	Iteration 82Q: 3 clusters Score -1.31608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -13160793.000000 Penalty: 5853.331055
	Iteration 83Q: 3 clusters Score -1.316079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 131130 members 
Entering Unmasked Estep 
Score: -13160795.000000 Penalty: 5853.331055
	Iteration 84Q: 3 clusters Score -1.31608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -13160801.000000 Penalty: 5853.331055
	Iteration 85Q: 3 clusters Score -1.31608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 131177 members 
Entering Unmasked Estep 
Score: -13160794.000000 Penalty: 5853.331055
	Iteration 86Q: 3 clusters Score -1.316079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -13160778.000000 Penalty: 5853.331055
	Iteration 87Q: 3 clusters Score -1.316078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 131232 members 
Entering Unmasked Estep 
Score: -13160767.000000 Penalty: 5853.331055
	Iteration 88Q: 3 clusters Score -1.316077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 131243 members 
Entering Unmasked Estep 
Score: -13160775.000000 Penalty: 5853.331055
	Iteration 89Q: 3 clusters Score -1.316078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 131253 members 
Entering Unmasked Estep 
Score: -13160765.000000 Penalty: 5853.331055
	Iteration 90Q: 3 clusters Score -1.316076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 131261 members 
Entering Unmasked Estep 
Score: -13160773.000000 Penalty: 5853.331055
	Iteration 91Q: 3 clusters Score -1.316077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 131266 members 
Entering Unmasked Estep 
Score: -13160764.000000 Penalty: 5853.331055
	Iteration 92Q: 3 clusters Score -1.316076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 131271 members 
Entering Unmasked Estep 
Score: -13160765.000000 Penalty: 5853.331055
	Iteration 93Q: 3 clusters Score -1.316076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -13160753.000000 Penalty: 5853.331055
	Iteration 94Q: 3 clusters Score -1.316075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 131278 members 
Entering Unmasked Estep 
Score: -13160765.000000 Penalty: 5853.331055
	Iteration 95Q: 3 clusters Score -1.316076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -13160753.000000 Penalty: 5853.331055
	Iteration 96Q: 3 clusters Score -1.316075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 131283 members 
Entering Unmasked Estep 
Score: -13160762.000000 Penalty: 5853.331055
	Iteration 97Q: 3 clusters Score -1.316076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 131284 members 
Entering Unmasked Estep 
Score: -13160762.000000 Penalty: 5853.331055
	Iteration 98Q: 3 clusters Score -1.316076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -13160766.000000 Penalty: 5853.331055
	Iteration 99Q: 3 clusters Score -1.316077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 131287 members 
Entering Unmasked Estep 
Score: -13160770.000000 Penalty: 5853.331055
	Iteration 100F: 3 clusters Score -1.316077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
Score: -13160766.000000 Penalty: 5853.331055
	Iteration 101Q: 3 clusters Score -1.316077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -13160762.000000 Penalty: 5853.331055
	Iteration 102Q: 3 clusters Score -1.316076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -13160770.000000 Penalty: 5853.331055
	Iteration 103Q: 3 clusters Score -1.316077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -13160768.000000 Penalty: 5853.331055
	Iteration 104Q: 3 clusters Score -1.316077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -13160768.000000 Penalty: 5853.331055
	Iteration 105F: 3 clusters Score -1.316077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Entering Unmasked Estep 
Score: -10012501.000000 Penalty: 2907.914307
	Iteration 0F: 2 clusters Score -1.00125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -9930052.000000 Penalty: 5815.828613
	Iteration 0F: 3 clusters Score -9930052 nChanged 58977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9963833.000000 Penalty: 5815.828613
	Iteration 1F: 3 clusters Score -9963833 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -9964906.000000 Penalty: 5815.828613
	Iteration 2Q: 3 clusters Score -9964906 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -9966370.000000 Penalty: 5815.828613
	Iteration 3Q: 3 clusters Score -9966370 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -9968668.000000 Penalty: 5815.828613
	Iteration 4Q: 3 clusters Score -9968668 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -9972430.000000 Penalty: 5815.828613
	Iteration 5F: 3 clusters Score -9972430 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -9978135.000000 Penalty: 5815.828613
	Iteration 6F: 3 clusters Score -9978135 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -9985735.000000 Penalty: 5815.828613
	Iteration 7F: 3 clusters Score -9985735 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -9993820.000000 Penalty: 5815.828613
	Iteration 8F: 3 clusters Score -9993820 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113234 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -10001028.000000 Penalty: 5815.828613
	Iteration 9F: 3 clusters Score -1.000103e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118443 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -10005726.000000 Penalty: 5815.828613
	Iteration 10Q: 3 clusters Score -1.000573e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10008156.000000 Penalty: 5815.828613
	Iteration 11Q: 3 clusters Score -1.000816e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122283 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10009167.000000 Penalty: 5815.828613
	Iteration 12Q: 3 clusters Score -1.000917e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10009574.000000 Penalty: 5815.828613
	Iteration 13Q: 3 clusters Score -1.000957e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122915 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10009799.000000 Penalty: 5815.828613
	Iteration 14Q: 3 clusters Score -1.00098e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10009878.000000 Penalty: 5815.828613
	Iteration 15Q: 3 clusters Score -1.000988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123039 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10009925.000000 Penalty: 5815.828613
	Iteration 16Q: 3 clusters Score -1.000992e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123062 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10009979.000000 Penalty: 5815.828613
	Iteration 17Q: 3 clusters Score -1.000998e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10009986.000000 Penalty: 5815.828613
	Iteration 18Q: 3 clusters Score -1.000999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10009993.000000 Penalty: 5815.828613
	Iteration 19Q: 3 clusters Score -1.000999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10010014.000000 Penalty: 5815.828613
	Iteration 20F: 3 clusters Score -1.001001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10010025.000000 Penalty: 5815.828613
	Iteration 21Q: 3 clusters Score -1.001002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123135 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10010039.000000 Penalty: 5815.828613
	Iteration 22Q: 3 clusters Score -1.001004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123142 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10010035.000000 Penalty: 5815.828613
	Iteration 23Q: 3 clusters Score -1.001004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10010039.000000 Penalty: 5815.828613
	Iteration 24Q: 3 clusters Score -1.001004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123148 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10010045.000000 Penalty: 5815.828613
	Iteration 25Q: 3 clusters Score -1.001004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10010046.000000 Penalty: 5815.828613
	Iteration 26Q: 3 clusters Score -1.001005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123157 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10010058.000000 Penalty: 5815.828613
	Iteration 27Q: 3 clusters Score -1.001006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123162 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10010071.000000 Penalty: 5815.828613
	Iteration 28Q: 3 clusters Score -1.001007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123170 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10010083.000000 Penalty: 5815.828613
	Iteration 29Q: 3 clusters Score -1.001008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123168 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10010082.000000 Penalty: 5815.828613
	Iteration 30Q: 3 clusters Score -1.001008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123172 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10010084.000000 Penalty: 5815.828613
	Iteration 31Q: 3 clusters Score -1.001008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10010090.000000 Penalty: 5815.828613
	Iteration 32Q: 3 clusters Score -1.001009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10010088.000000 Penalty: 5815.828613
	Iteration 33Q: 3 clusters Score -1.001009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123187 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10010089.000000 Penalty: 5815.828613
	Iteration 34Q: 3 clusters Score -1.001009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10010100.000000 Penalty: 5815.828613
	Iteration 35Q: 3 clusters Score -1.00101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10010106.000000 Penalty: 5815.828613
	Iteration 36Q: 3 clusters Score -1.001011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10010117.000000 Penalty: 5815.828613
	Iteration 37Q: 3 clusters Score -1.001012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10010111.000000 Penalty: 5815.828613
	Iteration 38Q: 3 clusters Score -1.001011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10010111.000000 Penalty: 5815.828613
	Iteration 39F: 3 clusters Score -1.001011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -53426.050781 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -53426.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51793.464844 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -51793.46 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52040.992188 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -52040.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52119.945312 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -52119.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52152.273438 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -52152.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52177.324219 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -52177.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52197.691406 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -52197.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52204.621094 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -52204.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52208.796875 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52215.011719 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -52215.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52221.914062 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -52221.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52224.937500 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -52224.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52229.664062 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -52229.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52229.664062 Penalty: 3215.621338
	Iteration 12F: 3 clusters Score -52229.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -440439.406250 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440439.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -441470.218750 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441470.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -441670.937500 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441670.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -441790.281250 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441790.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -441890.531250 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441890.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -441968.875000 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -441968.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -442026.125000 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -442026.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -442077.218750 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442077.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -442114.781250 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442114.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -442149.312500 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442149.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -442178.031250 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -442214.187500 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442214.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -442265.781250 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442265.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -442315.718750 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442315.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -442364.375000 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442364.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -442420.437500 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442420.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -442473.437500 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442473.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -442526.031250 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -442584.187500 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442584.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -442635.468750 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442635.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -442693.281250 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442693.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -442748.281250 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442748.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -442806.250000 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442806.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -442856.906250 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442856.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -442898.687500 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442898.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -442933.312500 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442933.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -442965.812500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442965.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -442997.906250 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442997.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -443021.437500 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -443021.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -443048.906250 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -443048.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -443068.187500 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -443068.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -443091.281250 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -443091.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -443108.468750 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -443108.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -443124.656250 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -443124.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -443134.218750 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -443134.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -443150.281250 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -443150.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -443159.593750 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -443159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -443168.062500 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -443168.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -443182.562500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -443182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -443197.718750 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -443197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -443209.812500 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -443209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -443217.093750 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -443217.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -443225.593750 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -443225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -443234.281250 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -443234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -443239.968750 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -443240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -443246.968750 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -443247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -443255.562500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -443255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -443260.750000 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -443260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -443270.437500 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -443270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -443275.375000 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -443275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -443276.812500 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -443276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -443276.812500 Penalty: 4246.834473
	Iteration 51F: 3 clusters Score -443276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (76884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Entering Unmasked Estep 
Score: -8263238.500000 Penalty: 2790.013184
	Iteration 0F: 2 clusters Score -8263238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -8212567.500000 Penalty: 5580.026367
	Iteration 0F: 3 clusters Score -8212568 nChanged 36205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -8233042.500000 Penalty: 5580.026367
	Iteration 1F: 3 clusters Score -8233042 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -8233910.000000 Penalty: 5580.026367
	Iteration 2Q: 3 clusters Score -8233910 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8234947.500000 Penalty: 5580.026367
	Iteration 3Q: 3 clusters Score -8234948 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -8236255.000000 Penalty: 5580.026367
	Iteration 4Q: 3 clusters Score -8236255 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -8237953.000000 Penalty: 5580.026367
	Iteration 5F: 3 clusters Score -8237953 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -8239815.000000 Penalty: 5580.026367
	Iteration 6F: 3 clusters Score -8239815 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -8241738.500000 Penalty: 5580.026367
	Iteration 7F: 3 clusters Score -8241738 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8243622.000000 Penalty: 5580.026367
	Iteration 8F: 3 clusters Score -8243622 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -8245610.000000 Penalty: 5580.026367
	Iteration 9Q: 3 clusters Score -8245610 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -8247705.000000 Penalty: 5580.026367
	Iteration 10Q: 3 clusters Score -8247705 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -8250467.000000 Penalty: 5580.026367
	Iteration 11Q: 3 clusters Score -8250467 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -8253271.000000 Penalty: 5580.026367
	Iteration 12Q: 3 clusters Score -8253271 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8255773.500000 Penalty: 5580.026367
	Iteration 13Q: 3 clusters Score -8255774 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8257680.500000 Penalty: 5580.026367
	Iteration 14Q: 3 clusters Score -8257680 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8258974.000000 Penalty: 5580.026367
	Iteration 15Q: 3 clusters Score -8258974 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8259797.500000 Penalty: 5580.026367
	Iteration 16Q: 3 clusters Score -8259798 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8260254.500000 Penalty: 5580.026367
	Iteration 17Q: 3 clusters Score -8260254 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8260477.000000 Penalty: 5580.026367
	Iteration 18Q: 3 clusters Score -8260477 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8260573.500000 Penalty: 5580.026367
	Iteration 19Q: 3 clusters Score -8260574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8260639.500000 Penalty: 5580.026367
	Iteration 20F: 3 clusters Score -8260640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8260672.500000 Penalty: 5580.026367
	Iteration 21Q: 3 clusters Score -8260672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8260709.000000 Penalty: 5580.026367
	Iteration 22Q: 3 clusters Score -8260709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8260722.000000 Penalty: 5580.026367
	Iteration 23Q: 3 clusters Score -8260722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8260729.000000 Penalty: 5580.026367
	Iteration 24Q: 3 clusters Score -8260729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8260743.000000 Penalty: 5580.026367
	Iteration 25Q: 3 clusters Score -8260743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8260755.500000 Penalty: 5580.026367
	Iteration 26Q: 3 clusters Score -8260756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8260767.000000 Penalty: 5580.026367
	Iteration 27Q: 3 clusters Score -8260767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8260768.000000 Penalty: 5580.026367
	Iteration 28Q: 3 clusters Score -8260768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8260771.000000 Penalty: 5580.026367
	Iteration 29Q: 3 clusters Score -8260771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8260769.500000 Penalty: 5580.026367
	Iteration 30Q: 3 clusters Score -8260770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8260772.000000 Penalty: 5580.026367
	Iteration 31Q: 3 clusters Score -8260772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8260774.000000 Penalty: 5580.026367
	Iteration 32Q: 3 clusters Score -8260774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8260775.500000 Penalty: 5580.026367
	Iteration 33Q: 3 clusters Score -8260776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8260780.500000 Penalty: 5580.026367
	Iteration 34Q: 3 clusters Score -8260780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8260778.000000 Penalty: 5580.026367
	Iteration 35Q: 3 clusters Score -8260778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8260783.500000 Penalty: 5580.026367
	Iteration 36Q: 3 clusters Score -8260784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8260782.500000 Penalty: 5580.026367
	Iteration 37Q: 3 clusters Score -8260782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8260795.500000 Penalty: 5580.026367
	Iteration 38Q: 3 clusters Score -8260796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8260797.000000 Penalty: 5580.026367
	Iteration 39Q: 3 clusters Score -8260797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8260800.500000 Penalty: 5580.026367
	Iteration 40F: 3 clusters Score -8260800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8260803.500000 Penalty: 5580.026367
	Iteration 41Q: 3 clusters Score -8260804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8260803.500000 Penalty: 5580.026367
	Iteration 42F: 3 clusters Score -8260804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Entering Unmasked Estep 
Score: -3072418.500000 Penalty: 2616.546387
	Iteration 0F: 2 clusters Score -3072418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3046400.500000 Penalty: 5233.092773
	Iteration 0F: 3 clusters Score -3046400 nChanged 17373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3056020.500000 Penalty: 5233.092773
	Iteration 1F: 3 clusters Score -3056020 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3056540.000000 Penalty: 5233.092773
	Iteration 2Q: 3 clusters Score -3056540 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3057085.250000 Penalty: 5233.092773
	Iteration 3Q: 3 clusters Score -3057085 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3057705.000000 Penalty: 5233.092773
	Iteration 4Q: 3 clusters Score -3057705 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3058565.500000 Penalty: 5233.092773
	Iteration 5Q: 3 clusters Score -3058566 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3059823.250000 Penalty: 5233.092773
	Iteration 6F: 3 clusters Score -3059823 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3061606.000000 Penalty: 5233.092773
	Iteration 7F: 3 clusters Score -3061606 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3063851.250000 Penalty: 5233.092773
	Iteration 8F: 3 clusters Score -3063851 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -3066038.750000 Penalty: 5233.092773
	Iteration 9F: 3 clusters Score -3066039 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3067755.250000 Penalty: 5233.092773
	Iteration 10F: 3 clusters Score -3067755 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3068914.500000 Penalty: 5233.092773
	Iteration 11Q: 3 clusters Score -3068914 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -3069547.000000 Penalty: 5233.092773
	Iteration 12Q: 3 clusters Score -3069547 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3069864.500000 Penalty: 5233.092773
	Iteration 13Q: 3 clusters Score -3069864 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -3070048.250000 Penalty: 5233.092773
	Iteration 14Q: 3 clusters Score -3070048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3070158.250000 Penalty: 5233.092773
	Iteration 15Q: 3 clusters Score -3070158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3070227.500000 Penalty: 5233.092773
	Iteration 16Q: 3 clusters Score -3070228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -3070270.750000 Penalty: 5233.092773
	Iteration 17Q: 3 clusters Score -3070271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -3070286.750000 Penalty: 5233.092773
	Iteration 18Q: 3 clusters Score -3070287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -3070297.000000 Penalty: 5233.092773
	Iteration 19Q: 3 clusters Score -3070297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -3070316.000000 Penalty: 5233.092773
	Iteration 20F: 3 clusters Score -3070316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -3070323.000000 Penalty: 5233.092773
	Iteration 21Q: 3 clusters Score -3070323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -3070335.250000 Penalty: 5233.092773
	Iteration 22Q: 3 clusters Score -3070335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -3070338.500000 Penalty: 5233.092773
	Iteration 23Q: 3 clusters Score -3070338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -3070337.750000 Penalty: 5233.092773
	Iteration 24Q: 3 clusters Score -3070338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -3070344.500000 Penalty: 5233.092773
	Iteration 25Q: 3 clusters Score -3070344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3070343.500000 Penalty: 5233.092773
	Iteration 26Q: 3 clusters Score -3070344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -3070347.500000 Penalty: 5233.092773
	Iteration 27Q: 3 clusters Score -3070348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -3070347.500000 Penalty: 5233.092773
	Iteration 28F: 3 clusters Score -3070348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -294037.187500 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -294037.2 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -294872.531250 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294872.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -295122.906250 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295122.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -295273.375000 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -295273.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -295422.500000 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295422.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -295556.718750 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295556.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -295653.781250 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295653.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -295722.031250 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -295783.687500 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295783.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -295822.718750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295822.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -295862.656250 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295862.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295896.937500 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295896.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -295929.750000 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295929.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -295968.343750 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295968.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -296000.437500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -296000.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -296021.875000 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -296021.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -296040.156250 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -296040.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -296070.312500 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -296070.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -296104.875000 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -296104.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -296132.375000 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -296132.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -296150.000000 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -296150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -296165.593750 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -296165.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -296174.281250 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -296174.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -296180.156250 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -296180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296188.937500 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -296188.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -296194.062500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -296194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -296200.250000 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -296200.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -296205.156250 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -296205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -296207.031250 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -296207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -296209.687500 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -296209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -296212.093750 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -296212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -296213.593750 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -296213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -296218.187500 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -296218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -296219.375000 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -296219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -296220.281250 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -296220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -296221.375000 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -296221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -296224.250000 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -296224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -296226.031250 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -296226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -296226.375000 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -296226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -296225.812500 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -296225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -296226.843750 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -296226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -296228.718750 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -296228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -296233.375000 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -296233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -296234.750000 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -296234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -296237.250000 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -296237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -296240.218750 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -296240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -296242.062500 Penalty: 4085.527100
	Iteration 46Q: 3 clusters Score -296242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -296243.968750 Penalty: 4085.527100
	Iteration 47Q: 3 clusters Score -296244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -296244.406250 Penalty: 4085.527100
	Iteration 48Q: 3 clusters Score -296244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -296247.281250 Penalty: 4085.527100
	Iteration 49Q: 3 clusters Score -296247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -296249.937500 Penalty: 4085.527100
	Iteration 50Q: 3 clusters Score -296249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -296250.218750 Penalty: 4085.527100
	Iteration 51Q: 3 clusters Score -296250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -296251.437500 Penalty: 4085.527100
	Iteration 52Q: 3 clusters Score -296251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -296251.843750 Penalty: 4085.527100
	Iteration 53Q: 3 clusters Score -296251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -296253.218750 Penalty: 4085.527100
	Iteration 54Q: 3 clusters Score -296253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -296255.250000 Penalty: 4085.527100
	Iteration 55Q: 3 clusters Score -296255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -296256.375000 Penalty: 4085.527100
	Iteration 56Q: 3 clusters Score -296256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -296257.218750 Penalty: 4085.527100
	Iteration 57Q: 3 clusters Score -296257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -296257.218750 Penalty: 4085.527100
	Iteration 58F: 3 clusters Score -296257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Entering Unmasked Estep 
Score: -2683580.750000 Penalty: 2587.777344
	Iteration 0F: 2 clusters Score -2683581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2660355.250000 Penalty: 5175.554688
	Iteration 0F: 3 clusters Score -2660355 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2668762.250000 Penalty: 5175.554688
	Iteration 1F: 3 clusters Score -2668762 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2669292.250000 Penalty: 5175.554688
	Iteration 2Q: 3 clusters Score -2669292 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2669822.750000 Penalty: 5175.554688
	Iteration 3Q: 3 clusters Score -2669823 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2670484.750000 Penalty: 5175.554688
	Iteration 4Q: 3 clusters Score -2670485 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2671429.000000 Penalty: 5175.554688
	Iteration 5F: 3 clusters Score -2671429 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2672703.000000 Penalty: 5175.554688
	Iteration 6F: 3 clusters Score -2672703 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2674216.750000 Penalty: 5175.554688
	Iteration 7F: 3 clusters Score -2674217 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2675929.750000 Penalty: 5175.554688
	Iteration 8F: 3 clusters Score -2675930 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2677479.000000 Penalty: 5175.554688
	Iteration 9F: 3 clusters Score -2677479 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2678802.000000 Penalty: 5175.554688
	Iteration 10Q: 3 clusters Score -2678802 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2679742.000000 Penalty: 5175.554688
	Iteration 11Q: 3 clusters Score -2679742 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2680203.500000 Penalty: 5175.554688
	Iteration 12Q: 3 clusters Score -2680204 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2680418.000000 Penalty: 5175.554688
	Iteration 13Q: 3 clusters Score -2680418 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2680575.250000 Penalty: 5175.554688
	Iteration 14Q: 3 clusters Score -2680575 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2680672.500000 Penalty: 5175.554688
	Iteration 15Q: 3 clusters Score -2680672 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2680756.250000 Penalty: 5175.554688
	Iteration 16Q: 3 clusters Score -2680756 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2680852.250000 Penalty: 5175.554688
	Iteration 17Q: 3 clusters Score -2680852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2680929.250000 Penalty: 5175.554688
	Iteration 18Q: 3 clusters Score -2680929 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2681039.000000 Penalty: 5175.554688
	Iteration 19Q: 3 clusters Score -2681039 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2681190.500000 Penalty: 5175.554688
	Iteration 20F: 3 clusters Score -2681190 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2681384.500000 Penalty: 5175.554688
	Iteration 21Q: 3 clusters Score -2681384 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2681671.250000 Penalty: 5175.554688
	Iteration 22Q: 3 clusters Score -2681671 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2681908.750000 Penalty: 5175.554688
	Iteration 23Q: 3 clusters Score -2681909 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2682034.000000 Penalty: 5175.554688
	Iteration 24Q: 3 clusters Score -2682034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2682101.750000 Penalty: 5175.554688
	Iteration 25Q: 3 clusters Score -2682102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2682143.000000 Penalty: 5175.554688
	Iteration 26Q: 3 clusters Score -2682143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2682154.250000 Penalty: 5175.554688
	Iteration 27Q: 3 clusters Score -2682154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2682159.000000 Penalty: 5175.554688
	Iteration 28Q: 3 clusters Score -2682159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2682157.000000 Penalty: 5175.554688
	Iteration 29Q: 3 clusters Score -2682157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2682169.750000 Penalty: 5175.554688
	Iteration 30Q: 3 clusters Score -2682170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2682165.750000 Penalty: 5175.554688
	Iteration 31Q: 3 clusters Score -2682166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2682175.000000 Penalty: 5175.554688
	Iteration 32Q: 3 clusters Score -2682175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2682169.250000 Penalty: 5175.554688
	Iteration 33Q: 3 clusters Score -2682169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2682171.750000 Penalty: 5175.554688
	Iteration 34Q: 3 clusters Score -2682172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2682176.500000 Penalty: 5175.554688
	Iteration 35Q: 3 clusters Score -2682176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2682173.250000 Penalty: 5175.554688
	Iteration 36Q: 3 clusters Score -2682173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2682177.750000 Penalty: 5175.554688
	Iteration 37Q: 3 clusters Score -2682178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2682179.000000 Penalty: 5175.554688
	Iteration 38Q: 3 clusters Score -2682179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2682178.500000 Penalty: 5175.554688
	Iteration 39Q: 3 clusters Score -2682178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2682179.750000 Penalty: 5175.554688
	Iteration 40F: 3 clusters Score -2682180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2682177.000000 Penalty: 5175.554688
	Iteration 41Q: 3 clusters Score -2682177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2682179.500000 Penalty: 5175.554688
	Iteration 42Q: 3 clusters Score -2682180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2682179.250000 Penalty: 5175.554688
	Iteration 43Q: 3 clusters Score -2682179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2682181.750000 Penalty: 5175.554688
	Iteration 44Q: 3 clusters Score -2682182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2682182.000000 Penalty: 5175.554688
	Iteration 45Q: 3 clusters Score -2682182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2682182.000000 Penalty: 5175.554688
	Iteration 46F: 3 clusters Score -2682182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -224489.671875 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -224489.7 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 1534 members 
Entering Unmasked Estep 
Score: -221196.968750 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -221197 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -221932.015625 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -221932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -222119.125000 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -222119.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -222255.359375 Penalty: 3984.050537
	Iteration 3Q: 3 clusters Score -222255.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -222349.421875 Penalty: 3984.050537
	Iteration 4Q: 3 clusters Score -222349.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -222425.828125 Penalty: 3984.050537
	Iteration 5Q: 3 clusters Score -222425.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -222507.609375 Penalty: 3984.050537
	Iteration 6Q: 3 clusters Score -222507.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -222596.734375 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -222596.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -222691.109375 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -222691.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -222819.265625 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -222819.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -222969.296875 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -222969.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -223112.593750 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -223112.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -223237.046875 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -223237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -223359.703125 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -223359.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -223459.734375 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -223459.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -223527.890625 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -223527.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -223569.375000 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -223569.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -223607.515625 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -223607.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -223630.078125 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -223630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -223639.437500 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -223639.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -223647.859375 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -223647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -223649.828125 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -223649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -223651.375000 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -223651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -223652.843750 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -223652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -223654.421875 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -223654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -223657.203125 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -223657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -223660.765625 Penalty: 3984.050537
	Iteration 26Q: 3 clusters Score -223660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -223663.343750 Penalty: 3984.050537
	Iteration 27Q: 3 clusters Score -223663.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223665.546875 Penalty: 3984.050537
	Iteration 28Q: 3 clusters Score -223665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -223667.156250 Penalty: 3984.050537
	Iteration 29Q: 3 clusters Score -223667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -223668.125000 Penalty: 3984.050537
	Iteration 30Q: 3 clusters Score -223668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -223668.875000 Penalty: 3984.050537
	Iteration 31Q: 3 clusters Score -223668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -223668.875000 Penalty: 3984.050537
	Iteration 32F: 3 clusters Score -223668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -173961.765625 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -173961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -171010.468750 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -171010.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -171606.968750 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -171607 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -171820.734375 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -171820.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -171947.156250 Penalty: 3892.490234
	Iteration 3F: 3 clusters Score -171947.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -172054.343750 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -172054.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -172173.312500 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -172173.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -172319.437500 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -172319.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -172460.937500 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -172460.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -172600.687500 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -172600.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -172733.343750 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -172733.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -172849.093750 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -172849.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -172929.687500 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -172929.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -172974.500000 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -172974.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -173016.250000 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -173016.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -173056.968750 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -173057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -173110.296875 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -173110.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -173161.875000 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -173161.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -173198.109375 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -173198.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -173221.187500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -173221.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -173233.718750 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -173233.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -173243.171875 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -173243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -173251.968750 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -173252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -173261.343750 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -173261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -173274.343750 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -173274.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -173285.546875 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -173285.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -173293.546875 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -173293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -173304.031250 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -173304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -173307.437500 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -173307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -173310.109375 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -173310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -173311.875000 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -173311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -173314.093750 Penalty: 3892.490234
	Iteration 30Q: 3 clusters Score -173314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -173314.718750 Penalty: 3892.490234
	Iteration 31Q: 3 clusters Score -173314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -173315.156250 Penalty: 3892.490234
	Iteration 32Q: 3 clusters Score -173315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -173316.015625 Penalty: 3892.490234
	Iteration 33Q: 3 clusters Score -173316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -173316.015625 Penalty: 3892.490234
	Iteration 34F: 3 clusters Score -173316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -463986.000000 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -463986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -458906.906250 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -458906.9 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -460140.843750 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -460140.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -460402.687500 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -460402.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -460584.781250 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -460584.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -460704.593750 Penalty: 4308.217773
	Iteration 4Q: 3 clusters Score -460704.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -460788.437500 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -460788.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -460846.812500 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -460846.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -460899.625000 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -460899.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -460966.500000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -460966.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -461041.375000 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -461041.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -461117.187500 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -461117.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -461199.062500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -461199.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -461302.687500 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -461302.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -461396.750000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -461396.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -461492.312500 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -461492.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -461578.000000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -461578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -461645.500000 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -461645.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -461717.500000 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -461717.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -461772.906250 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -461772.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -461836.000000 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -461836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -461899.343750 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -461899.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -461950.718750 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -461950.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -461992.468750 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -461992.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -462026.375000 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -462026.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -462054.750000 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -462054.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -462075.625000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -462075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -462090.281250 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -462090.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -462102.093750 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -462102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -462111.687500 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -462111.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -462116.906250 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -462116.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -462125.375000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -462125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -462135.312500 Penalty: 4308.217773
	Iteration 31Q: 3 clusters Score -462135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -462138.687500 Penalty: 4308.217773
	Iteration 32Q: 3 clusters Score -462138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -462141.906250 Penalty: 4308.217773
	Iteration 33Q: 3 clusters Score -462141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -462145.281250 Penalty: 4308.217773
	Iteration 34Q: 3 clusters Score -462145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -462149.625000 Penalty: 4308.217773
	Iteration 35Q: 3 clusters Score -462149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -462153.875000 Penalty: 4308.217773
	Iteration 36Q: 3 clusters Score -462153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -462155.000000 Penalty: 4308.217773
	Iteration 37Q: 3 clusters Score -462155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -462158.437500 Penalty: 4308.217773
	Iteration 38Q: 3 clusters Score -462158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -462158.250000 Penalty: 4308.217773
	Iteration 39Q: 3 clusters Score -462158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -462160.687500 Penalty: 4308.217773
	Iteration 40F: 3 clusters Score -462160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -462163.562500 Penalty: 4308.217773
	Iteration 41Q: 3 clusters Score -462163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -462165.812500 Penalty: 4308.217773
	Iteration 42Q: 3 clusters Score -462165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -462167.312500 Penalty: 4308.217773
	Iteration 43Q: 3 clusters Score -462167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -462169.250000 Penalty: 4308.217773
	Iteration 44Q: 3 clusters Score -462169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -462171.000000 Penalty: 4308.217773
	Iteration 45Q: 3 clusters Score -462171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -462175.187500 Penalty: 4308.217773
	Iteration 46Q: 3 clusters Score -462175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -462177.593750 Penalty: 4308.217773
	Iteration 47Q: 3 clusters Score -462177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -462178.875000 Penalty: 4308.217773
	Iteration 48Q: 3 clusters Score -462178.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -462179.906250 Penalty: 4308.217773
	Iteration 49Q: 3 clusters Score -462179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -462181.250000 Penalty: 4308.217773
	Iteration 50Q: 3 clusters Score -462181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -462181.250000 Penalty: 4308.217773
	Iteration 51F: 3 clusters Score -462181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Entering Unmasked Estep 
Score: -480727.625000 Penalty: 2174.413574
	Iteration 0F: 2 clusters Score -480727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -475363.000000 Penalty: 4348.827148
	Iteration 0F: 3 clusters Score -475363 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -476802.875000 Penalty: 4348.827148
	Iteration 1F: 3 clusters Score -476802.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -477163.906250 Penalty: 4348.827148
	Iteration 2F: 3 clusters Score -477163.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -477519.968750 Penalty: 4348.827148
	Iteration 3F: 3 clusters Score -477520 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -477842.156250 Penalty: 4348.827148
	Iteration 4F: 3 clusters Score -477842.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -478143.062500 Penalty: 4348.827148
	Iteration 5F: 3 clusters Score -478143.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -478447.343750 Penalty: 4348.827148
	Iteration 6F: 3 clusters Score -478447.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -478699.250000 Penalty: 4348.827148
	Iteration 7Q: 3 clusters Score -478699.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -478936.562500 Penalty: 4348.827148
	Iteration 8Q: 3 clusters Score -478936.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -479152.156250 Penalty: 4348.827148
	Iteration 9Q: 3 clusters Score -479152.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -479336.312500 Penalty: 4348.827148
	Iteration 10Q: 3 clusters Score -479336.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -479526.906250 Penalty: 4348.827148
	Iteration 11Q: 3 clusters Score -479526.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -479724.968750 Penalty: 4348.827148
	Iteration 12Q: 3 clusters Score -479725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -479894.562500 Penalty: 4348.827148
	Iteration 13Q: 3 clusters Score -479894.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -480029.000000 Penalty: 4348.827148
	Iteration 14Q: 3 clusters Score -480029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -480099.062500 Penalty: 4348.827148
	Iteration 15Q: 3 clusters Score -480099.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -480149.125000 Penalty: 4348.827148
	Iteration 16Q: 3 clusters Score -480149.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -480201.343750 Penalty: 4348.827148
	Iteration 17Q: 3 clusters Score -480201.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -480247.687500 Penalty: 4348.827148
	Iteration 18Q: 3 clusters Score -480247.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -480310.593750 Penalty: 4348.827148
	Iteration 19Q: 3 clusters Score -480310.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -480368.500000 Penalty: 4348.827148
	Iteration 20F: 3 clusters Score -480368.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -480420.625000 Penalty: 4348.827148
	Iteration 21Q: 3 clusters Score -480420.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -480474.812500 Penalty: 4348.827148
	Iteration 22Q: 3 clusters Score -480474.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -480519.250000 Penalty: 4348.827148
	Iteration 23Q: 3 clusters Score -480519.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -480555.968750 Penalty: 4348.827148
	Iteration 24Q: 3 clusters Score -480556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -480585.125000 Penalty: 4348.827148
	Iteration 25Q: 3 clusters Score -480585.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -480608.718750 Penalty: 4348.827148
	Iteration 26Q: 3 clusters Score -480608.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -480616.031250 Penalty: 4348.827148
	Iteration 27Q: 3 clusters Score -480616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -480627.250000 Penalty: 4348.827148
	Iteration 28Q: 3 clusters Score -480627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -480632.031250 Penalty: 4348.827148
	Iteration 29Q: 3 clusters Score -480632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -480636.593750 Penalty: 4348.827148
	Iteration 30Q: 3 clusters Score -480636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -480637.968750 Penalty: 4348.827148
	Iteration 31Q: 3 clusters Score -480638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -480640.437500 Penalty: 4348.827148
	Iteration 32Q: 3 clusters Score -480640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -480641.406250 Penalty: 4348.827148
	Iteration 33Q: 3 clusters Score -480641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -480641.156250 Penalty: 4348.827148
	Iteration 34Q: 3 clusters Score -480641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -480643.343750 Penalty: 4348.827148
	Iteration 35Q: 3 clusters Score -480643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -480643.312500 Penalty: 4348.827148
	Iteration 36Q: 3 clusters Score -480643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -480643.062500 Penalty: 4348.827148
	Iteration 37Q: 3 clusters Score -480643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -480644.312500 Penalty: 4348.827148
	Iteration 38Q: 3 clusters Score -480644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -480644.750000 Penalty: 4348.827148
	Iteration 39Q: 3 clusters Score -480644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -480646.812500 Penalty: 4348.827148
	Iteration 40F: 3 clusters Score -480646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -480647.156250 Penalty: 4348.827148
	Iteration 41Q: 3 clusters Score -480647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -480646.656250 Penalty: 4348.827148
	Iteration 42Q: 3 clusters Score -480646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -480647.343750 Penalty: 4348.827148
	Iteration 43Q: 3 clusters Score -480647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -480649.656250 Penalty: 4348.827148
	Iteration 44Q: 3 clusters Score -480649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -480648.625000 Penalty: 4348.827148
	Iteration 45Q: 3 clusters Score -480648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -480649.343750 Penalty: 4348.827148
	Iteration 46Q: 3 clusters Score -480649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -480650.812500 Penalty: 4348.827148
	Iteration 47Q: 3 clusters Score -480650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -480651.343750 Penalty: 4348.827148
	Iteration 48Q: 3 clusters Score -480651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -480652.562500 Penalty: 4348.827148
	Iteration 49Q: 3 clusters Score -480652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -480652.656250 Penalty: 4348.827148
	Iteration 50Q: 3 clusters Score -480652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -480654.343750 Penalty: 4348.827148
	Iteration 51Q: 3 clusters Score -480654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -480655.000000 Penalty: 4348.827148
	Iteration 52Q: 3 clusters Score -480655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -480656.093750 Penalty: 4348.827148
	Iteration 53Q: 3 clusters Score -480656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -480655.062500 Penalty: 4348.827148
	Iteration 54Q: 3 clusters Score -480655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -480655.781250 Penalty: 4348.827148
	Iteration 55Q: 3 clusters Score -480655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -480656.343750 Penalty: 4348.827148
	Iteration 56Q: 3 clusters Score -480656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -480656.750000 Penalty: 4348.827148
	Iteration 57Q: 3 clusters Score -480656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -480656.750000 Penalty: 4348.827148
	Iteration 58F: 3 clusters Score -480656.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -68751.343750 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -68751.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66799.070312 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -66799.07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67142.570312 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -67142.57 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -67306.890625 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -67306.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -67390.265625 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -67390.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67464.031250 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -67464.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67498.132812 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -67498.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67516.828125 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -67516.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -67529.671875 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -67529.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -67542.007812 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -67542.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67548.726562 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -67548.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -67555.554688 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -67555.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67569.421875 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -67569.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -67578.234375 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -67578.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67582.414062 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -67582.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67585.085938 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -67585.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -67586.687500 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -67586.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -67588.562500 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -67588.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67591.625000 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -67591.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67591.625000 Penalty: 3466.252930
	Iteration 18F: 3 clusters Score -67591.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127609 members 
Entering Unmasked Estep 
Score: -10282296.000000 Penalty: 2915.668213
	Iteration 0F: 2 clusters Score -1.02823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -10196771.000000 Penalty: 5831.336426
	Iteration 0F: 3 clusters Score -1.019677e+07 nChanged 60909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -10232335.000000 Penalty: 5831.336426
	Iteration 1F: 3 clusters Score -1.023234e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -10233612.000000 Penalty: 5831.336426
	Iteration 2Q: 3 clusters Score -1.023361e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -10235249.000000 Penalty: 5831.336426
	Iteration 3Q: 3 clusters Score -1.023525e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -10237664.000000 Penalty: 5831.336426
	Iteration 4Q: 3 clusters Score -1.023766e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -10241018.000000 Penalty: 5831.336426
	Iteration 5Q: 3 clusters Score -1.024102e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -10245327.000000 Penalty: 5831.336426
	Iteration 6F: 3 clusters Score -1.024533e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -10250866.000000 Penalty: 5831.336426
	Iteration 7F: 3 clusters Score -1.025087e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99884 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -10257306.000000 Penalty: 5831.336426
	Iteration 8F: 3 clusters Score -1.025731e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107994 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -10263844.000000 Penalty: 5831.336426
	Iteration 9F: 3 clusters Score -1.026384e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115169 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -10269745.000000 Penalty: 5831.336426
	Iteration 10F: 3 clusters Score -1.026974e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -10274181.000000 Penalty: 5831.336426
	Iteration 11Q: 3 clusters Score -1.027418e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123839 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -10276876.000000 Penalty: 5831.336426
	Iteration 12Q: 3 clusters Score -1.027688e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125660 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10278396.000000 Penalty: 5831.336426
	Iteration 13Q: 3 clusters Score -1.02784e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10279091.000000 Penalty: 5831.336426
	Iteration 14Q: 3 clusters Score -1.027909e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10279405.000000 Penalty: 5831.336426
	Iteration 15Q: 3 clusters Score -1.02794e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127040 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10279565.000000 Penalty: 5831.336426
	Iteration 16Q: 3 clusters Score -1.027956e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10279647.000000 Penalty: 5831.336426
	Iteration 17Q: 3 clusters Score -1.027965e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10279678.000000 Penalty: 5831.336426
	Iteration 18Q: 3 clusters Score -1.027968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10279715.000000 Penalty: 5831.336426
	Iteration 19Q: 3 clusters Score -1.027972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10279733.000000 Penalty: 5831.336426
	Iteration 20F: 3 clusters Score -1.027973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127209 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10279753.000000 Penalty: 5831.336426
	Iteration 21Q: 3 clusters Score -1.027975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10279771.000000 Penalty: 5831.336426
	Iteration 22Q: 3 clusters Score -1.027977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10279782.000000 Penalty: 5831.336426
	Iteration 23Q: 3 clusters Score -1.027978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10279794.000000 Penalty: 5831.336426
	Iteration 24Q: 3 clusters Score -1.027979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10279794.000000 Penalty: 5831.336426
	Iteration 25Q: 3 clusters Score -1.027979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10279803.000000 Penalty: 5831.336426
	Iteration 26Q: 3 clusters Score -1.02798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10279809.000000 Penalty: 5831.336426
	Iteration 27Q: 3 clusters Score -1.027981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10279825.000000 Penalty: 5831.336426
	Iteration 28Q: 3 clusters Score -1.027982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10279822.000000 Penalty: 5831.336426
	Iteration 29Q: 3 clusters Score -1.027982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10279830.000000 Penalty: 5831.336426
	Iteration 30Q: 3 clusters Score -1.027983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10279827.000000 Penalty: 5831.336426
	Iteration 31Q: 3 clusters Score -1.027983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127251 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10279820.000000 Penalty: 5831.336426
	Iteration 32Q: 3 clusters Score -1.027982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10279828.000000 Penalty: 5831.336426
	Iteration 33Q: 3 clusters Score -1.027983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10279828.000000 Penalty: 5831.336426
	Iteration 34Q: 3 clusters Score -1.027983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10279832.000000 Penalty: 5831.336426
	Iteration 35Q: 3 clusters Score -1.027983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10279835.000000 Penalty: 5831.336426
	Iteration 36Q: 3 clusters Score -1.027984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10279840.000000 Penalty: 5831.336426
	Iteration 37Q: 3 clusters Score -1.027984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127257 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10279848.000000 Penalty: 5831.336426
	Iteration 38Q: 3 clusters Score -1.027985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127258 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10279846.000000 Penalty: 5831.336426
	Iteration 39Q: 3 clusters Score -1.027985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10279857.000000 Penalty: 5831.336426
	Iteration 40F: 3 clusters Score -1.027986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10279850.000000 Penalty: 5831.336426
	Iteration 41Q: 3 clusters Score -1.027985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10279848.000000 Penalty: 5831.336426
	Iteration 42Q: 3 clusters Score -1.027985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127262 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10279853.000000 Penalty: 5831.336426
	Iteration 43Q: 3 clusters Score -1.027985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10279855.000000 Penalty: 5831.336426
	Iteration 44Q: 3 clusters Score -1.027986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10279855.000000 Penalty: 5831.336426
	Iteration 45F: 3 clusters Score -1.027986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -106470.335938 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -106470.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -104077.164062 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -104077.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -104567.781250 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -104567.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104725.210938 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -104725.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -104814.078125 Penalty: 3683.568359
	Iteration 3Q: 3 clusters Score -104814.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -104889.531250 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -104889.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -104973.132812 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -104973.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -105068.679688 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -105068.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -105127.257812 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -105127.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -105191.273438 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -105191.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -105236.820312 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -105236.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -105267.148438 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -105267.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -105282.156250 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -105282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -105302.726562 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -105302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -105318.789062 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -105318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -105330.476562 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -105330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -105339.062500 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -105339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -105341.000000 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -105341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -105343.093750 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -105343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -105345.414062 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -105345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -105347.609375 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -105347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -105348.054688 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -105348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Entering Unmasked Estep 
Score: -1532746.375000 Penalty: 2465.791504
	Iteration 0F: 2 clusters Score -1532746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1518191.625000 Penalty: 4931.583008
	Iteration 0F: 3 clusters Score -1518192 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1523137.000000 Penalty: 4931.583008
	Iteration 1F: 3 clusters Score -1523137 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1523688.750000 Penalty: 4931.583008
	Iteration 2F: 3 clusters Score -1523689 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1524204.750000 Penalty: 4931.583008
	Iteration 3F: 3 clusters Score -1524205 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1524744.750000 Penalty: 4931.583008
	Iteration 4F: 3 clusters Score -1524745 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1525347.625000 Penalty: 4931.583008
	Iteration 5F: 3 clusters Score -1525348 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1525961.625000 Penalty: 4931.583008
	Iteration 6F: 3 clusters Score -1525962 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1526511.500000 Penalty: 4931.583008
	Iteration 7Q: 3 clusters Score -1526512 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1527003.500000 Penalty: 4931.583008
	Iteration 8Q: 3 clusters Score -1527004 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1527496.875000 Penalty: 4931.583008
	Iteration 9Q: 3 clusters Score -1527497 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1528031.125000 Penalty: 4931.583008
	Iteration 10Q: 3 clusters Score -1528031 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1528483.375000 Penalty: 4931.583008
	Iteration 11Q: 3 clusters Score -1528483 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1528860.375000 Penalty: 4931.583008
	Iteration 12Q: 3 clusters Score -1528860 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1529210.625000 Penalty: 4931.583008
	Iteration 13Q: 3 clusters Score -1529211 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1529526.250000 Penalty: 4931.583008
	Iteration 14Q: 3 clusters Score -1529526 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1529790.500000 Penalty: 4931.583008
	Iteration 15Q: 3 clusters Score -1529790 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1530045.250000 Penalty: 4931.583008
	Iteration 16Q: 3 clusters Score -1530045 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1530257.875000 Penalty: 4931.583008
	Iteration 17Q: 3 clusters Score -1530258 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1530440.125000 Penalty: 4931.583008
	Iteration 18Q: 3 clusters Score -1530440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1530580.250000 Penalty: 4931.583008
	Iteration 19Q: 3 clusters Score -1530580 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1530678.750000 Penalty: 4931.583008
	Iteration 20F: 3 clusters Score -1530679 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1530764.625000 Penalty: 4931.583008
	Iteration 21Q: 3 clusters Score -1530765 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1530827.500000 Penalty: 4931.583008
	Iteration 22Q: 3 clusters Score -1530828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1530868.625000 Penalty: 4931.583008
	Iteration 23Q: 3 clusters Score -1530869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -1530907.125000 Penalty: 4931.583008
	Iteration 24Q: 3 clusters Score -1530907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1530941.250000 Penalty: 4931.583008
	Iteration 25Q: 3 clusters Score -1530941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1530960.750000 Penalty: 4931.583008
	Iteration 26Q: 3 clusters Score -1530961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1530981.125000 Penalty: 4931.583008
	Iteration 27Q: 3 clusters Score -1530981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1531002.500000 Penalty: 4931.583008
	Iteration 28Q: 3 clusters Score -1531002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1531025.500000 Penalty: 4931.583008
	Iteration 29Q: 3 clusters Score -1531026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1531036.250000 Penalty: 4931.583008
	Iteration 30Q: 3 clusters Score -1531036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1531050.500000 Penalty: 4931.583008
	Iteration 31Q: 3 clusters Score -1531050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1531059.500000 Penalty: 4931.583008
	Iteration 32Q: 3 clusters Score -1531060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1531067.875000 Penalty: 4931.583008
	Iteration 33Q: 3 clusters Score -1531068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1531077.125000 Penalty: 4931.583008
	Iteration 34Q: 3 clusters Score -1531077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1531085.500000 Penalty: 4931.583008
	Iteration 35Q: 3 clusters Score -1531086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1531091.000000 Penalty: 4931.583008
	Iteration 36Q: 3 clusters Score -1531091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1531092.125000 Penalty: 4931.583008
	Iteration 37Q: 3 clusters Score -1531092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1531094.500000 Penalty: 4931.583008
	Iteration 38Q: 3 clusters Score -1531094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1531099.125000 Penalty: 4931.583008
	Iteration 39Q: 3 clusters Score -1531099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1531102.375000 Penalty: 4931.583008
	Iteration 40F: 3 clusters Score -1531102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1531105.375000 Penalty: 4931.583008
	Iteration 41Q: 3 clusters Score -1531105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1531105.125000 Penalty: 4931.583008
	Iteration 42Q: 3 clusters Score -1531105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1531106.875000 Penalty: 4931.583008
	Iteration 43Q: 3 clusters Score -1531107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1531109.500000 Penalty: 4931.583008
	Iteration 44Q: 3 clusters Score -1531110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1531110.125000 Penalty: 4931.583008
	Iteration 45Q: 3 clusters Score -1531110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1531108.750000 Penalty: 4931.583008
	Iteration 46Q: 3 clusters Score -1531109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1531113.375000 Penalty: 4931.583008
	Iteration 47Q: 3 clusters Score -1531113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1531114.375000 Penalty: 4931.583008
	Iteration 48Q: 3 clusters Score -1531114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1531115.125000 Penalty: 4931.583008
	Iteration 49Q: 3 clusters Score -1531115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1531114.250000 Penalty: 4931.583008
	Iteration 50Q: 3 clusters Score -1531114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1531114.250000 Penalty: 4931.583008
	Iteration 51F: 3 clusters Score -1531114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -532836.312500 Penalty: 2143.756348
	Iteration 0F: 2 clusters Score -532836.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -527891.375000 Penalty: 4287.512695
	Iteration 0F: 3 clusters Score -527891.4 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -529144.125000 Penalty: 4287.512695
	Iteration 1F: 3 clusters Score -529144.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -529396.562500 Penalty: 4287.512695
	Iteration 2F: 3 clusters Score -529396.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -529557.937500 Penalty: 4287.512695
	Iteration 3F: 3 clusters Score -529557.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -529712.687500 Penalty: 4287.512695
	Iteration 4Q: 3 clusters Score -529712.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -529861.875000 Penalty: 4287.512695
	Iteration 5Q: 3 clusters Score -529861.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -530007.375000 Penalty: 4287.512695
	Iteration 6Q: 3 clusters Score -530007.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -530144.812500 Penalty: 4287.512695
	Iteration 7Q: 3 clusters Score -530144.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -530281.500000 Penalty: 4287.512695
	Iteration 8Q: 3 clusters Score -530281.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -530397.625000 Penalty: 4287.512695
	Iteration 9Q: 3 clusters Score -530397.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -530475.562500 Penalty: 4287.512695
	Iteration 10Q: 3 clusters Score -530475.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -530549.937500 Penalty: 4287.512695
	Iteration 11Q: 3 clusters Score -530549.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -530610.000000 Penalty: 4287.512695
	Iteration 12Q: 3 clusters Score -530610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -530660.312500 Penalty: 4287.512695
	Iteration 13Q: 3 clusters Score -530660.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -530699.812500 Penalty: 4287.512695
	Iteration 14Q: 3 clusters Score -530699.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -530734.187500 Penalty: 4287.512695
	Iteration 15Q: 3 clusters Score -530734.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -530768.250000 Penalty: 4287.512695
	Iteration 16Q: 3 clusters Score -530768.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -530789.500000 Penalty: 4287.512695
	Iteration 17Q: 3 clusters Score -530789.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -530810.375000 Penalty: 4287.512695
	Iteration 18Q: 3 clusters Score -530810.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -530834.687500 Penalty: 4287.512695
	Iteration 19Q: 3 clusters Score -530834.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -530857.437500 Penalty: 4287.512695
	Iteration 20F: 3 clusters Score -530857.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -530875.687500 Penalty: 4287.512695
	Iteration 21Q: 3 clusters Score -530875.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -530895.750000 Penalty: 4287.512695
	Iteration 22Q: 3 clusters Score -530895.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -530917.625000 Penalty: 4287.512695
	Iteration 23Q: 3 clusters Score -530917.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -530942.125000 Penalty: 4287.512695
	Iteration 24Q: 3 clusters Score -530942.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -530965.000000 Penalty: 4287.512695
	Iteration 25Q: 3 clusters Score -530965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -530988.625000 Penalty: 4287.512695
	Iteration 26Q: 3 clusters Score -530988.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -531009.625000 Penalty: 4287.512695
	Iteration 27Q: 3 clusters Score -531009.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -531022.187500 Penalty: 4287.512695
	Iteration 28Q: 3 clusters Score -531022.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -531036.375000 Penalty: 4287.512695
	Iteration 29Q: 3 clusters Score -531036.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -531051.187500 Penalty: 4287.512695
	Iteration 30Q: 3 clusters Score -531051.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -531062.562500 Penalty: 4287.512695
	Iteration 31Q: 3 clusters Score -531062.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -531071.812500 Penalty: 4287.512695
	Iteration 32Q: 3 clusters Score -531071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -531075.500000 Penalty: 4287.512695
	Iteration 33Q: 3 clusters Score -531075.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -531080.750000 Penalty: 4287.512695
	Iteration 34Q: 3 clusters Score -531080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -531084.187500 Penalty: 4287.512695
	Iteration 35Q: 3 clusters Score -531084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -531090.125000 Penalty: 4287.512695
	Iteration 36Q: 3 clusters Score -531090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -531096.750000 Penalty: 4287.512695
	Iteration 37Q: 3 clusters Score -531096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -531101.562500 Penalty: 4287.512695
	Iteration 38Q: 3 clusters Score -531101.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -531105.937500 Penalty: 4287.512695
	Iteration 39Q: 3 clusters Score -531105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -531111.250000 Penalty: 4287.512695
	Iteration 40F: 3 clusters Score -531111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -531114.500000 Penalty: 4287.512695
	Iteration 41Q: 3 clusters Score -531114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -531120.000000 Penalty: 4287.512695
	Iteration 42Q: 3 clusters Score -531120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -531124.750000 Penalty: 4287.512695
	Iteration 43Q: 3 clusters Score -531124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -531128.625000 Penalty: 4287.512695
	Iteration 44Q: 3 clusters Score -531128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -531132.375000 Penalty: 4287.512695
	Iteration 45Q: 3 clusters Score -531132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -531135.250000 Penalty: 4287.512695
	Iteration 46Q: 3 clusters Score -531135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -531140.750000 Penalty: 4287.512695
	Iteration 47Q: 3 clusters Score -531140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -531144.125000 Penalty: 4287.512695
	Iteration 48Q: 3 clusters Score -531144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -531146.625000 Penalty: 4287.512695
	Iteration 49Q: 3 clusters Score -531146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -531148.500000 Penalty: 4287.512695
	Iteration 50Q: 3 clusters Score -531148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -531149.875000 Penalty: 4287.512695
	Iteration 51Q: 3 clusters Score -531149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -531151.625000 Penalty: 4287.512695
	Iteration 52Q: 3 clusters Score -531151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -531153.250000 Penalty: 4287.512695
	Iteration 53Q: 3 clusters Score -531153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -531154.000000 Penalty: 4287.512695
	Iteration 54Q: 3 clusters Score -531154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -531155.687500 Penalty: 4287.512695
	Iteration 55Q: 3 clusters Score -531155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -531162.312500 Penalty: 4287.512695
	Iteration 56Q: 3 clusters Score -531162.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -531166.437500 Penalty: 4287.512695
	Iteration 57Q: 3 clusters Score -531166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -531171.125000 Penalty: 4287.512695
	Iteration 58Q: 3 clusters Score -531171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -531174.375000 Penalty: 4287.512695
	Iteration 59Q: 3 clusters Score -531174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -531179.687500 Penalty: 4287.512695
	Iteration 60F: 3 clusters Score -531179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -531181.625000 Penalty: 4287.512695
	Iteration 61Q: 3 clusters Score -531181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -531184.812500 Penalty: 4287.512695
	Iteration 62Q: 3 clusters Score -531184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -531185.875000 Penalty: 4287.512695
	Iteration 63Q: 3 clusters Score -531185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -531187.687500 Penalty: 4287.512695
	Iteration 64Q: 3 clusters Score -531187.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -531190.437500 Penalty: 4287.512695
	Iteration 65Q: 3 clusters Score -531190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -531196.312500 Penalty: 4287.512695
	Iteration 66Q: 3 clusters Score -531196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -531200.500000 Penalty: 4287.512695
	Iteration 67Q: 3 clusters Score -531200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -531203.687500 Penalty: 4287.512695
	Iteration 68Q: 3 clusters Score -531203.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -531210.375000 Penalty: 4287.512695
	Iteration 69Q: 3 clusters Score -531210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -531213.812500 Penalty: 4287.512695
	Iteration 70Q: 3 clusters Score -531213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -531217.625000 Penalty: 4287.512695
	Iteration 71Q: 3 clusters Score -531217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -531221.437500 Penalty: 4287.512695
	Iteration 72Q: 3 clusters Score -531221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -531224.062500 Penalty: 4287.512695
	Iteration 73Q: 3 clusters Score -531224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -531224.250000 Penalty: 4287.512695
	Iteration 74Q: 3 clusters Score -531224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -531224.437500 Penalty: 4287.512695
	Iteration 75Q: 3 clusters Score -531224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -531224.312500 Penalty: 4287.512695
	Iteration 76Q: 3 clusters Score -531224.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -531225.687500 Penalty: 4287.512695
	Iteration 77Q: 3 clusters Score -531225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -531225.187500 Penalty: 4287.512695
	Iteration 78Q: 3 clusters Score -531225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -531226.000000 Penalty: 4287.512695
	Iteration 79Q: 3 clusters Score -531226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -531226.937500 Penalty: 4287.512695
	Iteration 80F: 3 clusters Score -531226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -531227.437500 Penalty: 4287.512695
	Iteration 81Q: 3 clusters Score -531227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -531227.437500 Penalty: 4287.512695
	Iteration 82F: 3 clusters Score -531227.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -382632.625000 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -382632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -378227.625000 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -378227.6 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -379296.281250 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -379296.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -379481.781250 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -379481.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -379592.312500 Penalty: 4198.354980
	Iteration 3Q: 3 clusters Score -379592.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -379664.718750 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -379664.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -379722.031250 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -379722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -379767.593750 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -379767.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -379804.656250 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -379804.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -379839.812500 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -379839.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -379865.875000 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -379865.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -379885.312500 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -379885.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -379899.843750 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -379899.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -379908.437500 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -379908.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -379915.312500 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -379915.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -379920.250000 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -379920.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -379928.968750 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -379929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -379937.750000 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -379937.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -379950.281250 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -379950.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -379962.468750 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -379962.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -379968.718750 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -379968.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -379978.343750 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -379978.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -379985.125000 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -379985.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -379993.593750 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -379993.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -380000.687500 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -380000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -380005.156250 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -380005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -380009.468750 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -380009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -380011.625000 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -380011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -380014.250000 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -380014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -380015.468750 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -380015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -380016.312500 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -380016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -380017.906250 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -380017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -380019.468750 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -380019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -380019.406250 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -380019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -380022.468750 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -380022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -380023.437500 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -380023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -380026.531250 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -380026.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -380028.656250 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -380028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -380030.875000 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -380030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -380032.781250 Penalty: 4198.354980
	Iteration 38Q: 3 clusters Score -380032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -380036.656250 Penalty: 4198.354980
	Iteration 39Q: 3 clusters Score -380036.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -380038.156250 Penalty: 4198.354980
	Iteration 40F: 3 clusters Score -380038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -380042.281250 Penalty: 4198.354980
	Iteration 41Q: 3 clusters Score -380042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -380043.687500 Penalty: 4198.354980
	Iteration 42Q: 3 clusters Score -380043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -380045.656250 Penalty: 4198.354980
	Iteration 43Q: 3 clusters Score -380045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -380045.687500 Penalty: 4198.354980
	Iteration 44Q: 3 clusters Score -380045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -380045.687500 Penalty: 4198.354980
	Iteration 45F: 3 clusters Score -380045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -477766.781250 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -477766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -473402.187500 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -473402.2 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -474456.468750 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -474456.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -474717.843750 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -474717.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -474902.312500 Penalty: 4196.573730
	Iteration 3F: 3 clusters Score -474902.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -475049.875000 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -475049.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -475206.406250 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -475206.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -475350.093750 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -475350.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -475512.187500 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -475512.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -475685.343750 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -475685.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -475853.000000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -475853 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -475993.312500 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -475993.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -476099.187500 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -476099.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -476173.968750 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -476174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -476239.093750 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -476239.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -476284.031250 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -476284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -476313.031250 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -476313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -476339.250000 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -476339.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -476355.218750 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -476355.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -476372.281250 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -476372.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -476381.843750 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -476381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -476386.000000 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -476386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -476393.750000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -476393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -476397.906250 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -476397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -476400.406250 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -476400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -476402.718750 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -476402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -476403.625000 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -476403.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -476404.968750 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -476405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -476406.250000 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -476406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -476406.250000 Penalty: 4196.573730
	Iteration 28F: 3 clusters Score -476406.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -1342760.500000 Penalty: 2415.731201
	Iteration 0F: 2 clusters Score -1342760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1330564.625000 Penalty: 4831.462402
	Iteration 0F: 3 clusters Score -1330565 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1334569.375000 Penalty: 4831.462402
	Iteration 1F: 3 clusters Score -1334569 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1335031.500000 Penalty: 4831.462402
	Iteration 2F: 3 clusters Score -1335032 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1335496.625000 Penalty: 4831.462402
	Iteration 3F: 3 clusters Score -1335497 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1336046.000000 Penalty: 4831.462402
	Iteration 4F: 3 clusters Score -1336046 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1336622.000000 Penalty: 4831.462402
	Iteration 5F: 3 clusters Score -1336622 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1337322.750000 Penalty: 4831.462402
	Iteration 6F: 3 clusters Score -1337323 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1338138.000000 Penalty: 4831.462402
	Iteration 7F: 3 clusters Score -1338138 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1338981.750000 Penalty: 4831.462402
	Iteration 8F: 3 clusters Score -1338982 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1339696.625000 Penalty: 4831.462402
	Iteration 9F: 3 clusters Score -1339697 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1340245.375000 Penalty: 4831.462402
	Iteration 10Q: 3 clusters Score -1340245 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1340688.875000 Penalty: 4831.462402
	Iteration 11Q: 3 clusters Score -1340689 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1341115.000000 Penalty: 4831.462402
	Iteration 12Q: 3 clusters Score -1341115 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1341563.125000 Penalty: 4831.462402
	Iteration 13Q: 3 clusters Score -1341563 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1341905.125000 Penalty: 4831.462402
	Iteration 14Q: 3 clusters Score -1341905 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1342077.375000 Penalty: 4831.462402
	Iteration 15Q: 3 clusters Score -1342077 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1342168.125000 Penalty: 4831.462402
	Iteration 16Q: 3 clusters Score -1342168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1342214.875000 Penalty: 4831.462402
	Iteration 17Q: 3 clusters Score -1342215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1342240.125000 Penalty: 4831.462402
	Iteration 18Q: 3 clusters Score -1342240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1342252.375000 Penalty: 4831.462402
	Iteration 19Q: 3 clusters Score -1342252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1342264.625000 Penalty: 4831.462402
	Iteration 20F: 3 clusters Score -1342265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1342273.000000 Penalty: 4831.462402
	Iteration 21Q: 3 clusters Score -1342273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1342274.875000 Penalty: 4831.462402
	Iteration 22Q: 3 clusters Score -1342275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1342281.375000 Penalty: 4831.462402
	Iteration 23Q: 3 clusters Score -1342281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1342282.375000 Penalty: 4831.462402
	Iteration 24Q: 3 clusters Score -1342282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1342284.875000 Penalty: 4831.462402
	Iteration 25Q: 3 clusters Score -1342285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1342287.625000 Penalty: 4831.462402
	Iteration 26Q: 3 clusters Score -1342288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1342288.875000 Penalty: 4831.462402
	Iteration 27Q: 3 clusters Score -1342289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1342294.250000 Penalty: 4831.462402
	Iteration 28Q: 3 clusters Score -1342294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1342296.125000 Penalty: 4831.462402
	Iteration 29Q: 3 clusters Score -1342296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1342300.000000 Penalty: 4831.462402
	Iteration 30Q: 3 clusters Score -1342300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1342298.000000 Penalty: 4831.462402
	Iteration 31Q: 3 clusters Score -1342298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1342299.500000 Penalty: 4831.462402
	Iteration 32Q: 3 clusters Score -1342300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1342303.250000 Penalty: 4831.462402
	Iteration 33Q: 3 clusters Score -1342303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1342303.125000 Penalty: 4831.462402
	Iteration 34Q: 3 clusters Score -1342303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1342303.500000 Penalty: 4831.462402
	Iteration 35Q: 3 clusters Score -1342304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1342306.375000 Penalty: 4831.462402
	Iteration 36Q: 3 clusters Score -1342306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1342308.125000 Penalty: 4831.462402
	Iteration 37Q: 3 clusters Score -1342308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1342306.750000 Penalty: 4831.462402
	Iteration 38Q: 3 clusters Score -1342307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1342306.000000 Penalty: 4831.462402
	Iteration 39Q: 3 clusters Score -1342306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1342305.125000 Penalty: 4831.462402
	Iteration 40F: 3 clusters Score -1342305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1342305.625000 Penalty: 4831.462402
	Iteration 41Q: 3 clusters Score -1342306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1342303.250000 Penalty: 4831.462402
	Iteration 42Q: 3 clusters Score -1342303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1342306.500000 Penalty: 4831.462402
	Iteration 43Q: 3 clusters Score -1342306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1342306.500000 Penalty: 4831.462402
	Iteration 44F: 3 clusters Score -1342306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17488.683594 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17488.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17643.640625 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17643.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17713.185547 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -17713.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17763.945312 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17763.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17803.339844 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17803.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17839.626953 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -17839.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17851.724609 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -17851.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17875.632812 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -17875.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17883.458984 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -17883.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17888.730469 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -17888.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17900.189453 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -17900.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17901.769531 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -17901.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17901.769531 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -17901.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -422596.031250 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422596 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -423939.468750 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423939.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -424305.062500 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424305.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -424622.375000 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424622.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -424866.593750 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -424866.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -425083.843750 Penalty: 4270.356934
	Iteration 5F: 3 clusters Score -425083.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -425291.343750 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -425291.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -425452.718750 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -425452.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -425600.906250 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425600.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -425733.437500 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425733.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -425813.406250 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425813.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -425867.125000 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425867.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -425898.593750 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425898.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -425923.343750 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425923.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -425940.250000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425940.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -425954.250000 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425954.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -425965.125000 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -425965.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -425975.687500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -425975.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -425987.468750 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -425987.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -426002.218750 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -426002.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -426014.593750 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -426014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -426020.750000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -426020.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -426026.468750 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -426026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -426028.187500 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -426028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -426033.468750 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -426033.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -426037.937500 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -426037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -426042.562500 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -426042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -426045.500000 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -426045.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -426049.093750 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -426049.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -426054.968750 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -426055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -426063.125000 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -426063.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -426071.218750 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -426071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -426077.531250 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -426077.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -426086.593750 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -426086.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -426092.906250 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -426092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -426096.562500 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -426096.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -426100.843750 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -426100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -426106.156250 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -426106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -426110.562500 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -426110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -426113.343750 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -426113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -426115.468750 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -426115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -426116.156250 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -426116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -426118.843750 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -426118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -426119.906250 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -426119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -426119.218750 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -426119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -426122.593750 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -426122.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -426126.968750 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -426127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -426130.375000 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -426130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -426133.937500 Penalty: 4270.356934
	Iteration 48Q: 3 clusters Score -426133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -426140.312500 Penalty: 4270.356934
	Iteration 49Q: 3 clusters Score -426140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -426144.343750 Penalty: 4270.356934
	Iteration 50Q: 3 clusters Score -426144.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -426148.312500 Penalty: 4270.356934
	Iteration 51Q: 3 clusters Score -426148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -426148.437500 Penalty: 4270.356934
	Iteration 52Q: 3 clusters Score -426148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -426149.218750 Penalty: 4270.356934
	Iteration 53Q: 3 clusters Score -426149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -426149.218750 Penalty: 4270.356934
	Iteration 54F: 3 clusters Score -426149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144293.062500 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144293.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -144818.656250 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144818.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -145001.609375 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -145001.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -145102.875000 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -145102.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -145170.609375 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -145170.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -145212.437500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -145212.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145251.328125 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145251.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145277.343750 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145277.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145299.625000 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -145314.546875 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145314.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145327.203125 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145327.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145344.437500 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145344.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145361.406250 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145361.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145376.875000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145376.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145392.546875 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145392.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145399.156250 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145410.937500 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145410.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145427.562500 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145442.859375 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145442.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145456.437500 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145456.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145476.140625 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145486.718750 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145497.765625 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145506.640625 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145513.062500 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145514.656250 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -145514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145518.062500 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -145518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145519.906250 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -145519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145520.875000 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -145520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145521.359375 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -145521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145523.250000 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -145523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145525.359375 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -145525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -145526.296875 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -145526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145528.437500 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -145528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145529.906250 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -145529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145529.906250 Penalty: 3752.633545
	Iteration 35F: 3 clusters Score -145529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -380568.062500 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380568.1 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -381590.937500 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381590.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -381835.687500 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381835.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -382067.781250 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382067.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -382325.718750 Penalty: 4215.518555
	Iteration 4F: 3 clusters Score -382325.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -382567.156250 Penalty: 4215.518555
	Iteration 5F: 3 clusters Score -382567.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -382808.312500 Penalty: 4215.518555
	Iteration 6F: 3 clusters Score -382808.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -382999.875000 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -382999.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -383198.718750 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -383198.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -383399.937500 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383399.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -383569.500000 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383569.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -383724.968750 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383725 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -383852.375000 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383852.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -383976.500000 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383976.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -384099.718750 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -384099.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -384181.843750 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -384181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -384231.531250 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -384231.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -384263.937500 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -384263.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -384279.437500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -384279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -384283.687500 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -384283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -384286.250000 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -384286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -384286.562500 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -384286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -384287.718750 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -384287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -384287.812500 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -384287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -384288.093750 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -384288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -384288.093750 Penalty: 4215.518555
	Iteration 25F: 3 clusters Score -384288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -104048.062500 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104048.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104449.421875 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104449.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -104585.937500 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104585.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104660.523438 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104660.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104709.304688 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104709.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104742.062500 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104742.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104760.804688 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104777.906250 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104788.945312 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104797.515625 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104808.132812 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104815.601562 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104818.398438 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104823.445312 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104825.640625 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104826.054688 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104826.054688 Penalty: 3589.937988
	Iteration 16F: 3 clusters Score -104826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -131933.953125 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -131934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -129793.539062 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -129793.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130197.164062 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -130197.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -130396.070312 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -130396.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -130652.140625 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -130652.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -130901.664062 Penalty: 3585.640625
	Iteration 4F: 3 clusters Score -130901.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131128.234375 Penalty: 3585.640625
	Iteration 5F: 3 clusters Score -131128.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131321.890625 Penalty: 3585.640625
	Iteration 6F: 3 clusters Score -131321.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131454.562500 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -131454.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131564.859375 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -131564.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131625.203125 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -131625.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131658.796875 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -131658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131676.734375 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -131676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -131692.250000 Penalty: 3585.640625
	Iteration 12Q: 3 clusters Score -131692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131700.750000 Penalty: 3585.640625
	Iteration 13Q: 3 clusters Score -131700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131705.187500 Penalty: 3585.640625
	Iteration 14Q: 3 clusters Score -131705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131708.687500 Penalty: 3585.640625
	Iteration 15Q: 3 clusters Score -131708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -131710.359375 Penalty: 3585.640625
	Iteration 16Q: 3 clusters Score -131710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -131712.250000 Penalty: 3585.640625
	Iteration 17Q: 3 clusters Score -131712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -131712.250000 Penalty: 3585.640625
	Iteration 18F: 3 clusters Score -131712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Entering Unmasked Estep 
Score: -503769.531250 Penalty: 2130.383789
	Iteration 0F: 2 clusters Score -503769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -498970.031250 Penalty: 4260.767578
	Iteration 0F: 3 clusters Score -498970 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -500231.375000 Penalty: 4260.767578
	Iteration 1F: 3 clusters Score -500231.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -500540.062500 Penalty: 4260.767578
	Iteration 2F: 3 clusters Score -500540.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -500773.500000 Penalty: 4260.767578
	Iteration 3F: 3 clusters Score -500773.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -500952.250000 Penalty: 4260.767578
	Iteration 4Q: 3 clusters Score -500952.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -501104.031250 Penalty: 4260.767578
	Iteration 5Q: 3 clusters Score -501104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -501248.906250 Penalty: 4260.767578
	Iteration 6Q: 3 clusters Score -501248.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -501396.343750 Penalty: 4260.767578
	Iteration 7Q: 3 clusters Score -501396.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -501549.093750 Penalty: 4260.767578
	Iteration 8Q: 3 clusters Score -501549.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -501681.187500 Penalty: 4260.767578
	Iteration 9Q: 3 clusters Score -501681.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -501793.218750 Penalty: 4260.767578
	Iteration 10Q: 3 clusters Score -501793.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -501897.656250 Penalty: 4260.767578
	Iteration 11Q: 3 clusters Score -501897.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502009.218750 Penalty: 4260.767578
	Iteration 12Q: 3 clusters Score -502009.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -502087.343750 Penalty: 4260.767578
	Iteration 13Q: 3 clusters Score -502087.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -502154.187500 Penalty: 4260.767578
	Iteration 14Q: 3 clusters Score -502154.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -502205.625000 Penalty: 4260.767578
	Iteration 15Q: 3 clusters Score -502205.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -502258.062500 Penalty: 4260.767578
	Iteration 16Q: 3 clusters Score -502258.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -502305.343750 Penalty: 4260.767578
	Iteration 17Q: 3 clusters Score -502305.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -502343.062500 Penalty: 4260.767578
	Iteration 18Q: 3 clusters Score -502343.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -502368.968750 Penalty: 4260.767578
	Iteration 19Q: 3 clusters Score -502369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -502398.687500 Penalty: 4260.767578
	Iteration 20F: 3 clusters Score -502398.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -502434.218750 Penalty: 4260.767578
	Iteration 21Q: 3 clusters Score -502434.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -502463.343750 Penalty: 4260.767578
	Iteration 22Q: 3 clusters Score -502463.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -502480.343750 Penalty: 4260.767578
	Iteration 23Q: 3 clusters Score -502480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -502492.062500 Penalty: 4260.767578
	Iteration 24Q: 3 clusters Score -502492.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -502502.625000 Penalty: 4260.767578
	Iteration 25Q: 3 clusters Score -502502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -502511.343750 Penalty: 4260.767578
	Iteration 26Q: 3 clusters Score -502511.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -502519.375000 Penalty: 4260.767578
	Iteration 27Q: 3 clusters Score -502519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -502526.000000 Penalty: 4260.767578
	Iteration 28Q: 3 clusters Score -502526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -502532.937500 Penalty: 4260.767578
	Iteration 29Q: 3 clusters Score -502532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -502537.906250 Penalty: 4260.767578
	Iteration 30Q: 3 clusters Score -502537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -502544.250000 Penalty: 4260.767578
	Iteration 31Q: 3 clusters Score -502544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -502549.500000 Penalty: 4260.767578
	Iteration 32Q: 3 clusters Score -502549.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -502553.187500 Penalty: 4260.767578
	Iteration 33Q: 3 clusters Score -502553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -502554.437500 Penalty: 4260.767578
	Iteration 34Q: 3 clusters Score -502554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -502556.218750 Penalty: 4260.767578
	Iteration 35Q: 3 clusters Score -502556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -502556.125000 Penalty: 4260.767578
	Iteration 36Q: 3 clusters Score -502556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -502556.906250 Penalty: 4260.767578
	Iteration 37Q: 3 clusters Score -502556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -502558.156250 Penalty: 4260.767578
	Iteration 38Q: 3 clusters Score -502558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -502559.437500 Penalty: 4260.767578
	Iteration 39Q: 3 clusters Score -502559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -502561.531250 Penalty: 4260.767578
	Iteration 40F: 3 clusters Score -502561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -502562.781250 Penalty: 4260.767578
	Iteration 41Q: 3 clusters Score -502562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -502563.343750 Penalty: 4260.767578
	Iteration 42Q: 3 clusters Score -502563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -502563.843750 Penalty: 4260.767578
	Iteration 43Q: 3 clusters Score -502563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -502564.593750 Penalty: 4260.767578
	Iteration 44Q: 3 clusters Score -502564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -502565.343750 Penalty: 4260.767578
	Iteration 45Q: 3 clusters Score -502565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -502566.937500 Penalty: 4260.767578
	Iteration 46Q: 3 clusters Score -502566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -502568.781250 Penalty: 4260.767578
	Iteration 47Q: 3 clusters Score -502568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -502568.781250 Penalty: 4260.767578
	Iteration 48F: 3 clusters Score -502568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -42438.246094 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -42438.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40948.617188 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -40948.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41100.953125 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -41100.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41167.871094 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -41167.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41186.199219 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -41186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41198.773438 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -41198.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41203.226562 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -41203.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41203.226562 Penalty: 3062.197998
	Iteration 6F: 3 clusters Score -41203.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (104798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Entering Unmasked Estep 
Score: -11062115.000000 Penalty: 2866.827881
	Iteration 0F: 2 clusters Score -1.106212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -10994273.000000 Penalty: 5733.655762
	Iteration 0F: 3 clusters Score -1.099427e+07 nChanged 49526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -11022758.000000 Penalty: 5733.655762
	Iteration 1F: 3 clusters Score -1.102276e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -11023833.000000 Penalty: 5733.655762
	Iteration 2Q: 3 clusters Score -1.102383e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -11025483.000000 Penalty: 5733.655762
	Iteration 3Q: 3 clusters Score -1.102548e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -11028273.000000 Penalty: 5733.655762
	Iteration 4F: 3 clusters Score -1.102827e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -11032627.000000 Penalty: 5733.655762
	Iteration 5F: 3 clusters Score -1.103263e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -11038219.000000 Penalty: 5733.655762
	Iteration 6F: 3 clusters Score -1.103822e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -11044851.000000 Penalty: 5733.655762
	Iteration 7F: 3 clusters Score -1.104485e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -11051301.000000 Penalty: 5733.655762
	Iteration 8F: 3 clusters Score -1.10513e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -11055983.000000 Penalty: 5733.655762
	Iteration 9Q: 3 clusters Score -1.105598e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85229 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -11057695.000000 Penalty: 5733.655762
	Iteration 10Q: 3 clusters Score -1.10577e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -11058338.000000 Penalty: 5733.655762
	Iteration 11Q: 3 clusters Score -1.105834e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -11058610.000000 Penalty: 5733.655762
	Iteration 12Q: 3 clusters Score -1.105861e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -11058795.000000 Penalty: 5733.655762
	Iteration 13Q: 3 clusters Score -1.10588e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -11058959.000000 Penalty: 5733.655762
	Iteration 14Q: 3 clusters Score -1.105896e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -11059124.000000 Penalty: 5733.655762
	Iteration 15Q: 3 clusters Score -1.105912e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -11059231.000000 Penalty: 5733.655762
	Iteration 16Q: 3 clusters Score -1.105923e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -11059310.000000 Penalty: 5733.655762
	Iteration 17Q: 3 clusters Score -1.105931e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -11059421.000000 Penalty: 5733.655762
	Iteration 18Q: 3 clusters Score -1.105942e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -11059491.000000 Penalty: 5733.655762
	Iteration 19Q: 3 clusters Score -1.105949e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -11059560.000000 Penalty: 5733.655762
	Iteration 20F: 3 clusters Score -1.105956e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -11059600.000000 Penalty: 5733.655762
	Iteration 21Q: 3 clusters Score -1.10596e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -11059658.000000 Penalty: 5733.655762
	Iteration 22Q: 3 clusters Score -1.105966e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -11059656.000000 Penalty: 5733.655762
	Iteration 23Q: 3 clusters Score -1.105966e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -11059655.000000 Penalty: 5733.655762
	Iteration 24Q: 3 clusters Score -1.105966e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -11059659.000000 Penalty: 5733.655762
	Iteration 25Q: 3 clusters Score -1.105966e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -11059689.000000 Penalty: 5733.655762
	Iteration 26Q: 3 clusters Score -1.105969e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -11059743.000000 Penalty: 5733.655762
	Iteration 27Q: 3 clusters Score -1.105974e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -11059781.000000 Penalty: 5733.655762
	Iteration 28Q: 3 clusters Score -1.105978e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -11059834.000000 Penalty: 5733.655762
	Iteration 29Q: 3 clusters Score -1.105983e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95628 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -11059879.000000 Penalty: 5733.655762
	Iteration 30Q: 3 clusters Score -1.105988e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -11059893.000000 Penalty: 5733.655762
	Iteration 31Q: 3 clusters Score -1.105989e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -11059911.000000 Penalty: 5733.655762
	Iteration 32Q: 3 clusters Score -1.105991e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -11059926.000000 Penalty: 5733.655762
	Iteration 33Q: 3 clusters Score -1.105993e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -11060001.000000 Penalty: 5733.655762
	Iteration 34Q: 3 clusters Score -1.106e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -11060038.000000 Penalty: 5733.655762
	Iteration 35Q: 3 clusters Score -1.106004e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -11060060.000000 Penalty: 5733.655762
	Iteration 36Q: 3 clusters Score -1.106006e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -11060025.000000 Penalty: 5733.655762
	Iteration 37Q: 3 clusters Score -1.106002e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -11060067.000000 Penalty: 5733.655762
	Iteration 38Q: 3 clusters Score -1.106007e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -11060089.000000 Penalty: 5733.655762
	Iteration 39Q: 3 clusters Score -1.106009e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -11060112.000000 Penalty: 5733.655762
	Iteration 40F: 3 clusters Score -1.106011e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -11060083.000000 Penalty: 5733.655762
	Iteration 41Q: 3 clusters Score -1.106008e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -11060107.000000 Penalty: 5733.655762
	Iteration 42Q: 3 clusters Score -1.106011e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98731 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -11060127.000000 Penalty: 5733.655762
	Iteration 43Q: 3 clusters Score -1.106013e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -11060115.000000 Penalty: 5733.655762
	Iteration 44Q: 3 clusters Score -1.106012e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -11060123.000000 Penalty: 5733.655762
	Iteration 45Q: 3 clusters Score -1.106012e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -11060138.000000 Penalty: 5733.655762
	Iteration 46Q: 3 clusters Score -1.106014e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -11060145.000000 Penalty: 5733.655762
	Iteration 47Q: 3 clusters Score -1.106014e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -11060131.000000 Penalty: 5733.655762
	Iteration 48Q: 3 clusters Score -1.106013e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -11060128.000000 Penalty: 5733.655762
	Iteration 49Q: 3 clusters Score -1.106013e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -11060146.000000 Penalty: 5733.655762
	Iteration 50Q: 3 clusters Score -1.106015e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -11060151.000000 Penalty: 5733.655762
	Iteration 51Q: 3 clusters Score -1.106015e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -11060150.000000 Penalty: 5733.655762
	Iteration 52Q: 3 clusters Score -1.106015e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -11060175.000000 Penalty: 5733.655762
	Iteration 53Q: 3 clusters Score -1.106018e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -11060167.000000 Penalty: 5733.655762
	Iteration 54Q: 3 clusters Score -1.106017e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -11060198.000000 Penalty: 5733.655762
	Iteration 55Q: 3 clusters Score -1.10602e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -11060212.000000 Penalty: 5733.655762
	Iteration 56Q: 3 clusters Score -1.106021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -11060221.000000 Penalty: 5733.655762
	Iteration 57Q: 3 clusters Score -1.106022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -11060205.000000 Penalty: 5733.655762
	Iteration 58Q: 3 clusters Score -1.10602e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -11060195.000000 Penalty: 5733.655762
	Iteration 59Q: 3 clusters Score -1.10602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100050 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -11060221.000000 Penalty: 5733.655762
	Iteration 60F: 3 clusters Score -1.106022e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -11060215.000000 Penalty: 5733.655762
	Iteration 61Q: 3 clusters Score -1.106022e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100175 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -11060249.000000 Penalty: 5733.655762
	Iteration 62Q: 3 clusters Score -1.106025e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -11060247.000000 Penalty: 5733.655762
	Iteration 63Q: 3 clusters Score -1.106025e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -11060249.000000 Penalty: 5733.655762
	Iteration 64Q: 3 clusters Score -1.106025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -11060238.000000 Penalty: 5733.655762
	Iteration 65Q: 3 clusters Score -1.106024e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -11060226.000000 Penalty: 5733.655762
	Iteration 66Q: 3 clusters Score -1.106023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -11060236.000000 Penalty: 5733.655762
	Iteration 67Q: 3 clusters Score -1.106024e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -11060250.000000 Penalty: 5733.655762
	Iteration 68Q: 3 clusters Score -1.106025e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -11060261.000000 Penalty: 5733.655762
	Iteration 69Q: 3 clusters Score -1.106026e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100528 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -11060259.000000 Penalty: 5733.655762
	Iteration 70Q: 3 clusters Score -1.106026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -11060252.000000 Penalty: 5733.655762
	Iteration 71Q: 3 clusters Score -1.106025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -11060259.000000 Penalty: 5733.655762
	Iteration 72Q: 3 clusters Score -1.106026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11060249.000000 Penalty: 5733.655762
	Iteration 73Q: 3 clusters Score -1.106025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100659 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -11060273.000000 Penalty: 5733.655762
	Iteration 74Q: 3 clusters Score -1.106027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -11060269.000000 Penalty: 5733.655762
	Iteration 75Q: 3 clusters Score -1.106027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -11060264.000000 Penalty: 5733.655762
	Iteration 76Q: 3 clusters Score -1.106026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -11060257.000000 Penalty: 5733.655762
	Iteration 77Q: 3 clusters Score -1.106026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -11060251.000000 Penalty: 5733.655762
	Iteration 78Q: 3 clusters Score -1.106025e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -11060246.000000 Penalty: 5733.655762
	Iteration 79Q: 3 clusters Score -1.106025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -11060237.000000 Penalty: 5733.655762
	Iteration 80F: 3 clusters Score -1.106024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -11060226.000000 Penalty: 5733.655762
	Iteration 81Q: 3 clusters Score -1.106023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -11060234.000000 Penalty: 5733.655762
	Iteration 82Q: 3 clusters Score -1.106023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -11060250.000000 Penalty: 5733.655762
	Iteration 83Q: 3 clusters Score -1.106025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -11060265.000000 Penalty: 5733.655762
	Iteration 84Q: 3 clusters Score -1.106026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -11060262.000000 Penalty: 5733.655762
	Iteration 85Q: 3 clusters Score -1.106026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -11060250.000000 Penalty: 5733.655762
	Iteration 86Q: 3 clusters Score -1.106025e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -11060255.000000 Penalty: 5733.655762
	Iteration 87Q: 3 clusters Score -1.106026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -11060254.000000 Penalty: 5733.655762
	Iteration 88Q: 3 clusters Score -1.106025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101120 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -11060248.000000 Penalty: 5733.655762
	Iteration 89Q: 3 clusters Score -1.106025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -11060239.000000 Penalty: 5733.655762
	Iteration 90Q: 3 clusters Score -1.106024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -11060252.000000 Penalty: 5733.655762
	Iteration 91Q: 3 clusters Score -1.106025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -11060260.000000 Penalty: 5733.655762
	Iteration 92Q: 3 clusters Score -1.106026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -11060274.000000 Penalty: 5733.655762
	Iteration 93Q: 3 clusters Score -1.106027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -11060271.000000 Penalty: 5733.655762
	Iteration 94Q: 3 clusters Score -1.106027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -11060291.000000 Penalty: 5733.655762
	Iteration 95Q: 3 clusters Score -1.106029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -11060294.000000 Penalty: 5733.655762
	Iteration 96Q: 3 clusters Score -1.106029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101341 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11060301.000000 Penalty: 5733.655762
	Iteration 97Q: 3 clusters Score -1.10603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -11060307.000000 Penalty: 5733.655762
	Iteration 98Q: 3 clusters Score -1.106031e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11060314.000000 Penalty: 5733.655762
	Iteration 99Q: 3 clusters Score -1.106031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -11060317.000000 Penalty: 5733.655762
	Iteration 100F: 3 clusters Score -1.106032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -11060322.000000 Penalty: 5733.655762
	Iteration 101Q: 3 clusters Score -1.106032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -11060318.000000 Penalty: 5733.655762
	Iteration 102Q: 3 clusters Score -1.106032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -11060330.000000 Penalty: 5733.655762
	Iteration 103Q: 3 clusters Score -1.106033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -11060317.000000 Penalty: 5733.655762
	Iteration 104Q: 3 clusters Score -1.106032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11060292.000000 Penalty: 5733.655762
	Iteration 105Q: 3 clusters Score -1.106029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101535 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -11060301.000000 Penalty: 5733.655762
	Iteration 106Q: 3 clusters Score -1.10603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -11060307.000000 Penalty: 5733.655762
	Iteration 107Q: 3 clusters Score -1.106031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -11060309.000000 Penalty: 5733.655762
	Iteration 108Q: 3 clusters Score -1.106031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -11060340.000000 Penalty: 5733.655762
	Iteration 109Q: 3 clusters Score -1.106034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -11060350.000000 Penalty: 5733.655762
	Iteration 110Q: 3 clusters Score -1.106035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11060348.000000 Penalty: 5733.655762
	Iteration 111Q: 3 clusters Score -1.106035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -11060348.000000 Penalty: 5733.655762
	Iteration 112Q: 3 clusters Score -1.106035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -11060346.000000 Penalty: 5733.655762
	Iteration 113Q: 3 clusters Score -1.106035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101745 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -11060368.000000 Penalty: 5733.655762
	Iteration 114Q: 3 clusters Score -1.106037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -11060353.000000 Penalty: 5733.655762
	Iteration 115Q: 3 clusters Score -1.106035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -11060345.000000 Penalty: 5733.655762
	Iteration 116Q: 3 clusters Score -1.106034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11060357.000000 Penalty: 5733.655762
	Iteration 117Q: 3 clusters Score -1.106036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101848 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11060349.000000 Penalty: 5733.655762
	Iteration 118Q: 3 clusters Score -1.106035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11060356.000000 Penalty: 5733.655762
	Iteration 119Q: 3 clusters Score -1.106036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11060357.000000 Penalty: 5733.655762
	Iteration 120F: 3 clusters Score -1.106036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -11060357.000000 Penalty: 5733.655762
	Iteration 121Q: 3 clusters Score -1.106036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -11060361.000000 Penalty: 5733.655762
	Iteration 122Q: 3 clusters Score -1.106036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -11060357.000000 Penalty: 5733.655762
	Iteration 123Q: 3 clusters Score -1.106036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -11060350.000000 Penalty: 5733.655762
	Iteration 124Q: 3 clusters Score -1.106035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -11060339.000000 Penalty: 5733.655762
	Iteration 125Q: 3 clusters Score -1.106034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -11060356.000000 Penalty: 5733.655762
	Iteration 126Q: 3 clusters Score -1.106036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -11060346.000000 Penalty: 5733.655762
	Iteration 127Q: 3 clusters Score -1.106035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11060369.000000 Penalty: 5733.655762
	Iteration 128Q: 3 clusters Score -1.106037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -11060365.000000 Penalty: 5733.655762
	Iteration 129Q: 3 clusters Score -1.106036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -11060353.000000 Penalty: 5733.655762
	Iteration 130Q: 3 clusters Score -1.106035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102033 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11060357.000000 Penalty: 5733.655762
	Iteration 131Q: 3 clusters Score -1.106036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -11060361.000000 Penalty: 5733.655762
	Iteration 132Q: 3 clusters Score -1.106036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102050 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -11060362.000000 Penalty: 5733.655762
	Iteration 133Q: 3 clusters Score -1.106036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11060360.000000 Penalty: 5733.655762
	Iteration 134Q: 3 clusters Score -1.106036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11060358.000000 Penalty: 5733.655762
	Iteration 135Q: 3 clusters Score -1.106036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -11060364.000000 Penalty: 5733.655762
	Iteration 136Q: 3 clusters Score -1.106036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -11060368.000000 Penalty: 5733.655762
	Iteration 137Q: 3 clusters Score -1.106037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -11060365.000000 Penalty: 5733.655762
	Iteration 138Q: 3 clusters Score -1.106036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102077 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -11060356.000000 Penalty: 5733.655762
	Iteration 139Q: 3 clusters Score -1.106036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11060353.000000 Penalty: 5733.655762
	Iteration 140F: 3 clusters Score -1.106035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -11060350.000000 Penalty: 5733.655762
	Iteration 141Q: 3 clusters Score -1.106035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11060359.000000 Penalty: 5733.655762
	Iteration 142Q: 3 clusters Score -1.106036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11060354.000000 Penalty: 5733.655762
	Iteration 143Q: 3 clusters Score -1.106035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11060354.000000 Penalty: 5733.655762
	Iteration 144F: 3 clusters Score -1.106035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Entering Unmasked Estep 
Score: -1269768.875000 Penalty: 2402.716797
	Iteration 0F: 2 clusters Score -1269769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1258347.875000 Penalty: 4805.433594
	Iteration 0F: 3 clusters Score -1258348 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1262332.750000 Penalty: 4805.433594
	Iteration 1F: 3 clusters Score -1262333 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1263182.125000 Penalty: 4805.433594
	Iteration 2F: 3 clusters Score -1263182 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1263992.625000 Penalty: 4805.433594
	Iteration 3F: 3 clusters Score -1263993 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1264693.500000 Penalty: 4805.433594
	Iteration 4F: 3 clusters Score -1264694 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1265309.250000 Penalty: 4805.433594
	Iteration 5F: 3 clusters Score -1265309 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1265854.125000 Penalty: 4805.433594
	Iteration 6F: 3 clusters Score -1265854 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1266343.125000 Penalty: 4805.433594
	Iteration 7Q: 3 clusters Score -1266343 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1266812.625000 Penalty: 4805.433594
	Iteration 8Q: 3 clusters Score -1266813 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1267263.125000 Penalty: 4805.433594
	Iteration 9Q: 3 clusters Score -1267263 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1267640.250000 Penalty: 4805.433594
	Iteration 10Q: 3 clusters Score -1267640 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1267959.250000 Penalty: 4805.433594
	Iteration 11Q: 3 clusters Score -1267959 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1268223.375000 Penalty: 4805.433594
	Iteration 12Q: 3 clusters Score -1268223 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1268396.625000 Penalty: 4805.433594
	Iteration 13Q: 3 clusters Score -1268397 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1268539.250000 Penalty: 4805.433594
	Iteration 14Q: 3 clusters Score -1268539 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1268642.000000 Penalty: 4805.433594
	Iteration 15Q: 3 clusters Score -1268642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1268729.750000 Penalty: 4805.433594
	Iteration 16Q: 3 clusters Score -1268730 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1268813.125000 Penalty: 4805.433594
	Iteration 17Q: 3 clusters Score -1268813 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1268867.000000 Penalty: 4805.433594
	Iteration 18Q: 3 clusters Score -1268867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1268912.750000 Penalty: 4805.433594
	Iteration 19Q: 3 clusters Score -1268913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1268940.500000 Penalty: 4805.433594
	Iteration 20F: 3 clusters Score -1268940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1268967.375000 Penalty: 4805.433594
	Iteration 21Q: 3 clusters Score -1268967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1268982.625000 Penalty: 4805.433594
	Iteration 22Q: 3 clusters Score -1268983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1268989.375000 Penalty: 4805.433594
	Iteration 23Q: 3 clusters Score -1268989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1268997.625000 Penalty: 4805.433594
	Iteration 24Q: 3 clusters Score -1268998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1269004.625000 Penalty: 4805.433594
	Iteration 25Q: 3 clusters Score -1269005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1269001.375000 Penalty: 4805.433594
	Iteration 26Q: 3 clusters Score -1269001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1268998.500000 Penalty: 4805.433594
	Iteration 27Q: 3 clusters Score -1268998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1269001.000000 Penalty: 4805.433594
	Iteration 28Q: 3 clusters Score -1269001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1269002.500000 Penalty: 4805.433594
	Iteration 29Q: 3 clusters Score -1269002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1269003.875000 Penalty: 4805.433594
	Iteration 30Q: 3 clusters Score -1269004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1269006.500000 Penalty: 4805.433594
	Iteration 31Q: 3 clusters Score -1269006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1269008.125000 Penalty: 4805.433594
	Iteration 32Q: 3 clusters Score -1269008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1269007.250000 Penalty: 4805.433594
	Iteration 33Q: 3 clusters Score -1269007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1269008.000000 Penalty: 4805.433594
	Iteration 34Q: 3 clusters Score -1269008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1269007.500000 Penalty: 4805.433594
	Iteration 35Q: 3 clusters Score -1269008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1269009.875000 Penalty: 4805.433594
	Iteration 36Q: 3 clusters Score -1269010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1269008.625000 Penalty: 4805.433594
	Iteration 37Q: 3 clusters Score -1269009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1269008.750000 Penalty: 4805.433594
	Iteration 38Q: 3 clusters Score -1269009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1269008.375000 Penalty: 4805.433594
	Iteration 39Q: 3 clusters Score -1269008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1269008.375000 Penalty: 4805.433594
	Iteration 40F: 3 clusters Score -1269008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1269009.500000 Penalty: 4805.433594
	Iteration 41Q: 3 clusters Score -1269010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1269009.875000 Penalty: 4805.433594
	Iteration 42Q: 3 clusters Score -1269010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1269009.625000 Penalty: 4805.433594
	Iteration 43Q: 3 clusters Score -1269010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1269007.625000 Penalty: 4805.433594
	Iteration 44Q: 3 clusters Score -1269008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1269008.250000 Penalty: 4805.433594
	Iteration 45Q: 3 clusters Score -1269008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1269008.250000 Penalty: 4805.433594
	Iteration 46F: 3 clusters Score -1269008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (102289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Entering Unmasked Estep 
Score: -8212869.000000 Penalty: 2860.818359
	Iteration 0F: 2 clusters Score -8212869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -8144673.000000 Penalty: 5721.636719
	Iteration 0F: 3 clusters Score -8144673 nChanged 48314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -8172082.000000 Penalty: 5721.636719
	Iteration 1F: 3 clusters Score -8172082 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -8172657.500000 Penalty: 5721.636719
	Iteration 2Q: 3 clusters Score -8172658 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -8173400.000000 Penalty: 5721.636719
	Iteration 3Q: 3 clusters Score -8173400 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -8174383.000000 Penalty: 5721.636719
	Iteration 4Q: 3 clusters Score -8174383 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -8175575.000000 Penalty: 5721.636719
	Iteration 5Q: 3 clusters Score -8175575 nChanged 4185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -8177231.500000 Penalty: 5721.636719
	Iteration 6Q: 3 clusters Score -8177232 nChanged 4716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -8179328.500000 Penalty: 5721.636719
	Iteration 7Q: 3 clusters Score -8179328 nChanged 5276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -8181768.000000 Penalty: 5721.636719
	Iteration 8F: 3 clusters Score -8181768 nChanged 5534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -8184331.500000 Penalty: 5721.636719
	Iteration 9F: 3 clusters Score -8184332 nChanged 5205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -8186480.000000 Penalty: 5721.636719
	Iteration 10F: 3 clusters Score -8186480 nChanged 4535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -8188120.000000 Penalty: 5721.636719
	Iteration 11Q: 3 clusters Score -8188120 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -8189311.500000 Penalty: 5721.636719
	Iteration 12Q: 3 clusters Score -8189312 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8190367.000000 Penalty: 5721.636719
	Iteration 13Q: 3 clusters Score -8190367 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8191087.500000 Penalty: 5721.636719
	Iteration 14Q: 3 clusters Score -8191088 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8191799.500000 Penalty: 5721.636719
	Iteration 15Q: 3 clusters Score -8191800 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -8192306.500000 Penalty: 5721.636719
	Iteration 16Q: 3 clusters Score -8192306 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8192730.000000 Penalty: 5721.636719
	Iteration 17Q: 3 clusters Score -8192730 nChanged 1766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8193015.000000 Penalty: 5721.636719
	Iteration 18Q: 3 clusters Score -8193015 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8193197.000000 Penalty: 5721.636719
	Iteration 19Q: 3 clusters Score -8193197 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -8193371.000000 Penalty: 5721.636719
	Iteration 20F: 3 clusters Score -8193371 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -8193522.000000 Penalty: 5721.636719
	Iteration 21Q: 3 clusters Score -8193522 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8193631.500000 Penalty: 5721.636719
	Iteration 22Q: 3 clusters Score -8193632 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8193714.000000 Penalty: 5721.636719
	Iteration 23Q: 3 clusters Score -8193714 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -8193802.000000 Penalty: 5721.636719
	Iteration 24Q: 3 clusters Score -8193802 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -8193925.000000 Penalty: 5721.636719
	Iteration 25Q: 3 clusters Score -8193925 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -8194014.000000 Penalty: 5721.636719
	Iteration 26Q: 3 clusters Score -8194014 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -8194182.000000 Penalty: 5721.636719
	Iteration 27Q: 3 clusters Score -8194182 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -8194392.000000 Penalty: 5721.636719
	Iteration 28Q: 3 clusters Score -8194392 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -8194668.000000 Penalty: 5721.636719
	Iteration 29Q: 3 clusters Score -8194668 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -8195069.000000 Penalty: 5721.636719
	Iteration 30Q: 3 clusters Score -8195069 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -8195594.000000 Penalty: 5721.636719
	Iteration 31Q: 3 clusters Score -8195594 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -8196265.500000 Penalty: 5721.636719
	Iteration 32Q: 3 clusters Score -8196266 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -8196959.000000 Penalty: 5721.636719
	Iteration 33Q: 3 clusters Score -8196959 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8197953.500000 Penalty: 5721.636719
	Iteration 34Q: 3 clusters Score -8197954 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8199191.000000 Penalty: 5721.636719
	Iteration 35Q: 3 clusters Score -8199191 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -8200509.500000 Penalty: 5721.636719
	Iteration 36Q: 3 clusters Score -8200510 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -8202042.000000 Penalty: 5721.636719
	Iteration 37Q: 3 clusters Score -8202042 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -8203625.000000 Penalty: 5721.636719
	Iteration 38Q: 3 clusters Score -8203625 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -8205242.000000 Penalty: 5721.636719
	Iteration 39Q: 3 clusters Score -8205242 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8206629.000000 Penalty: 5721.636719
	Iteration 40F: 3 clusters Score -8206629 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -8207865.000000 Penalty: 5721.636719
	Iteration 41Q: 3 clusters Score -8207865 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8208800.000000 Penalty: 5721.636719
	Iteration 42Q: 3 clusters Score -8208800 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8209413.500000 Penalty: 5721.636719
	Iteration 43Q: 3 clusters Score -8209414 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8209772.000000 Penalty: 5721.636719
	Iteration 44Q: 3 clusters Score -8209772 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8209971.000000 Penalty: 5721.636719
	Iteration 45Q: 3 clusters Score -8209971 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8210100.500000 Penalty: 5721.636719
	Iteration 46Q: 3 clusters Score -8210100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8210196.500000 Penalty: 5721.636719
	Iteration 47Q: 3 clusters Score -8210196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8210208.000000 Penalty: 5721.636719
	Iteration 48Q: 3 clusters Score -8210208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8210261.000000 Penalty: 5721.636719
	Iteration 49Q: 3 clusters Score -8210261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8210295.500000 Penalty: 5721.636719
	Iteration 50Q: 3 clusters Score -8210296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8210335.000000 Penalty: 5721.636719
	Iteration 51Q: 3 clusters Score -8210335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8210375.000000 Penalty: 5721.636719
	Iteration 52Q: 3 clusters Score -8210375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8210376.000000 Penalty: 5721.636719
	Iteration 53Q: 3 clusters Score -8210376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8210395.000000 Penalty: 5721.636719
	Iteration 54Q: 3 clusters Score -8210395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8210406.000000 Penalty: 5721.636719
	Iteration 55Q: 3 clusters Score -8210406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8210419.000000 Penalty: 5721.636719
	Iteration 56Q: 3 clusters Score -8210419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8210429.000000 Penalty: 5721.636719
	Iteration 57Q: 3 clusters Score -8210429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8210424.000000 Penalty: 5721.636719
	Iteration 58Q: 3 clusters Score -8210424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8210433.500000 Penalty: 5721.636719
	Iteration 59Q: 3 clusters Score -8210434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8210445.000000 Penalty: 5721.636719
	Iteration 60F: 3 clusters Score -8210445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8210451.000000 Penalty: 5721.636719
	Iteration 61Q: 3 clusters Score -8210451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8210459.500000 Penalty: 5721.636719
	Iteration 62Q: 3 clusters Score -8210460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8210452.000000 Penalty: 5721.636719
	Iteration 63Q: 3 clusters Score -8210452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8210454.500000 Penalty: 5721.636719
	Iteration 64Q: 3 clusters Score -8210454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8210449.000000 Penalty: 5721.636719
	Iteration 65Q: 3 clusters Score -8210449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8210446.000000 Penalty: 5721.636719
	Iteration 66Q: 3 clusters Score -8210446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8210450.000000 Penalty: 5721.636719
	Iteration 67Q: 3 clusters Score -8210450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8210449.000000 Penalty: 5721.636719
	Iteration 68Q: 3 clusters Score -8210449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8210449.500000 Penalty: 5721.636719
	Iteration 69Q: 3 clusters Score -8210450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8210451.500000 Penalty: 5721.636719
	Iteration 70Q: 3 clusters Score -8210452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8210457.000000 Penalty: 5721.636719
	Iteration 71Q: 3 clusters Score -8210457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8210464.000000 Penalty: 5721.636719
	Iteration 72Q: 3 clusters Score -8210464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8210462.000000 Penalty: 5721.636719
	Iteration 73Q: 3 clusters Score -8210462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8210463.500000 Penalty: 5721.636719
	Iteration 74Q: 3 clusters Score -8210464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8210470.000000 Penalty: 5721.636719
	Iteration 75Q: 3 clusters Score -8210470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8210470.000000 Penalty: 5721.636719
	Iteration 76Q: 3 clusters Score -8210470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8210469.500000 Penalty: 5721.636719
	Iteration 77Q: 3 clusters Score -8210470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8210472.000000 Penalty: 5721.636719
	Iteration 78Q: 3 clusters Score -8210472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8210474.000000 Penalty: 5721.636719
	Iteration 79Q: 3 clusters Score -8210474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8210497.000000 Penalty: 5721.636719
	Iteration 80F: 3 clusters Score -8210497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8210488.500000 Penalty: 5721.636719
	Iteration 81Q: 3 clusters Score -8210488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8210486.500000 Penalty: 5721.636719
	Iteration 82Q: 3 clusters Score -8210486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8210498.000000 Penalty: 5721.636719
	Iteration 83Q: 3 clusters Score -8210498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8210490.000000 Penalty: 5721.636719
	Iteration 84Q: 3 clusters Score -8210490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8210490.000000 Penalty: 5721.636719
	Iteration 85Q: 3 clusters Score -8210490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8210490.000000 Penalty: 5721.636719
	Iteration 86F: 3 clusters Score -8210490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -70085.101562 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -70085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -68279.468750 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -68279.47 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68641.914062 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -68641.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68780.453125 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -68780.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68868.906250 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -68868.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68953.500000 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -68953.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69025.859375 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -69025.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -69090.125000 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -69090.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69144.789062 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -69144.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69189.617188 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -69189.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69203.515625 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -69203.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69222.195312 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -69222.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69246.054688 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -69246.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69268.429688 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -69268.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69291.765625 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -69291.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69298.046875 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -69298.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69306.859375 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -69306.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69314.828125 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -69314.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69319.421875 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -69319.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69322.039062 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -69322.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69323.203125 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -69323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69323.203125 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -69323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -521694.281250 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -521694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -516168.312500 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -516168.3 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -517587.781250 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -517587.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -517823.375000 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -517823.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -517981.593750 Penalty: 4367.242676
	Iteration 3Q: 3 clusters Score -517981.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -518104.500000 Penalty: 4367.242676
	Iteration 4Q: 3 clusters Score -518104.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -518201.312500 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -518201.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -518304.968750 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -518305 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -518397.843750 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -518397.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -518501.062500 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -518501.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -518601.781250 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -518601.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -518702.562500 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -518702.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -518801.156250 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -518801.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -518911.937500 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -518911.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -519014.437500 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -519014.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -519121.000000 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -519121 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -519220.000000 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -519220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -519330.343750 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -519330.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -519438.062500 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -519438.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -519516.375000 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -519516.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -519592.906250 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -519592.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -519651.531250 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -519651.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -519698.000000 Penalty: 4367.242676
	Iteration 21Q: 3 clusters Score -519698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -519730.625000 Penalty: 4367.242676
	Iteration 22Q: 3 clusters Score -519730.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -519755.156250 Penalty: 4367.242676
	Iteration 23Q: 3 clusters Score -519755.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -519775.062500 Penalty: 4367.242676
	Iteration 24Q: 3 clusters Score -519775.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -519791.093750 Penalty: 4367.242676
	Iteration 25Q: 3 clusters Score -519791.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -519818.062500 Penalty: 4367.242676
	Iteration 26Q: 3 clusters Score -519818.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -519854.250000 Penalty: 4367.242676
	Iteration 27Q: 3 clusters Score -519854.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -519896.500000 Penalty: 4367.242676
	Iteration 28Q: 3 clusters Score -519896.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -519930.625000 Penalty: 4367.242676
	Iteration 29Q: 3 clusters Score -519930.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -519966.500000 Penalty: 4367.242676
	Iteration 30Q: 3 clusters Score -519966.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -519997.468750 Penalty: 4367.242676
	Iteration 31Q: 3 clusters Score -519997.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -520025.656250 Penalty: 4367.242676
	Iteration 32Q: 3 clusters Score -520025.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -520050.250000 Penalty: 4367.242676
	Iteration 33Q: 3 clusters Score -520050.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -520073.437500 Penalty: 4367.242676
	Iteration 34Q: 3 clusters Score -520073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -520087.750000 Penalty: 4367.242676
	Iteration 35Q: 3 clusters Score -520087.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -520100.031250 Penalty: 4367.242676
	Iteration 36Q: 3 clusters Score -520100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -520116.500000 Penalty: 4367.242676
	Iteration 37Q: 3 clusters Score -520116.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -520132.406250 Penalty: 4367.242676
	Iteration 38Q: 3 clusters Score -520132.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -520144.656250 Penalty: 4367.242676
	Iteration 39Q: 3 clusters Score -520144.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -520159.812500 Penalty: 4367.242676
	Iteration 40F: 3 clusters Score -520159.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -520170.062500 Penalty: 4367.242676
	Iteration 41Q: 3 clusters Score -520170.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -520175.531250 Penalty: 4367.242676
	Iteration 42Q: 3 clusters Score -520175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -520177.750000 Penalty: 4367.242676
	Iteration 43Q: 3 clusters Score -520177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -520179.187500 Penalty: 4367.242676
	Iteration 44Q: 3 clusters Score -520179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -520180.312500 Penalty: 4367.242676
	Iteration 45Q: 3 clusters Score -520180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -520182.906250 Penalty: 4367.242676
	Iteration 46Q: 3 clusters Score -520182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -520183.281250 Penalty: 4367.242676
	Iteration 47Q: 3 clusters Score -520183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -520183.343750 Penalty: 4367.242676
	Iteration 48Q: 3 clusters Score -520183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -520183.343750 Penalty: 4367.242676
	Iteration 49F: 3 clusters Score -520183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -146774.171875 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146774.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -147277.828125 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147277.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -147433.015625 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -147513.531250 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147513.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147565.562500 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147565.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147596.593750 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147596.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -147614.984375 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -147637.000000 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -147656.171875 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -147665.125000 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147673.843750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147680.796875 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147686.531250 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147686.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147694.031250 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147701.812500 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147703.265625 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147704.375000 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147707.234375 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147709.875000 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -147712.531250 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -147716.718750 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -147721.843750 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -147721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147729.250000 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -147729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147734.296875 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -147734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147737.296875 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -147737.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147740.515625 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -147740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147742.625000 Penalty: 3758.760254
	Iteration 26Q: 3 clusters Score -147742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147743.593750 Penalty: 3758.760254
	Iteration 27Q: 3 clusters Score -147743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147744.468750 Penalty: 3758.760254
	Iteration 28Q: 3 clusters Score -147744.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147744.468750 Penalty: 3758.760254
	Iteration 29F: 3 clusters Score -147744.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -367334.000000 Penalty: 2055.369385
	Iteration 0F: 2 clusters Score -367334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -363485.406250 Penalty: 4110.738770
	Iteration 0F: 3 clusters Score -363485.4 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -364372.875000 Penalty: 4110.738770
	Iteration 1F: 3 clusters Score -364372.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -364560.281250 Penalty: 4110.738770
	Iteration 2F: 3 clusters Score -364560.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -364686.937500 Penalty: 4110.738770
	Iteration 3Q: 3 clusters Score -364686.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -364771.375000 Penalty: 4110.738770
	Iteration 4Q: 3 clusters Score -364771.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -364840.281250 Penalty: 4110.738770
	Iteration 5Q: 3 clusters Score -364840.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -364907.500000 Penalty: 4110.738770
	Iteration 6Q: 3 clusters Score -364907.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -364980.125000 Penalty: 4110.738770
	Iteration 7Q: 3 clusters Score -364980.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -365061.218750 Penalty: 4110.738770
	Iteration 8Q: 3 clusters Score -365061.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -365145.093750 Penalty: 4110.738770
	Iteration 9Q: 3 clusters Score -365145.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -365216.625000 Penalty: 4110.738770
	Iteration 10Q: 3 clusters Score -365216.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -365288.468750 Penalty: 4110.738770
	Iteration 11Q: 3 clusters Score -365288.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -365351.031250 Penalty: 4110.738770
	Iteration 12Q: 3 clusters Score -365351 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -365406.406250 Penalty: 4110.738770
	Iteration 13Q: 3 clusters Score -365406.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -365451.437500 Penalty: 4110.738770
	Iteration 14Q: 3 clusters Score -365451.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -365484.812500 Penalty: 4110.738770
	Iteration 15Q: 3 clusters Score -365484.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -365510.687500 Penalty: 4110.738770
	Iteration 16Q: 3 clusters Score -365510.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -365535.593750 Penalty: 4110.738770
	Iteration 17Q: 3 clusters Score -365535.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -365555.281250 Penalty: 4110.738770
	Iteration 18Q: 3 clusters Score -365555.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -365571.406250 Penalty: 4110.738770
	Iteration 19Q: 3 clusters Score -365571.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -365592.312500 Penalty: 4110.738770
	Iteration 20F: 3 clusters Score -365592.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -365612.750000 Penalty: 4110.738770
	Iteration 21Q: 3 clusters Score -365612.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -365627.093750 Penalty: 4110.738770
	Iteration 22Q: 3 clusters Score -365627.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -365641.093750 Penalty: 4110.738770
	Iteration 23Q: 3 clusters Score -365641.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -365653.437500 Penalty: 4110.738770
	Iteration 24Q: 3 clusters Score -365653.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -365661.843750 Penalty: 4110.738770
	Iteration 25Q: 3 clusters Score -365661.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -365668.218750 Penalty: 4110.738770
	Iteration 26Q: 3 clusters Score -365668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -365674.062500 Penalty: 4110.738770
	Iteration 27Q: 3 clusters Score -365674.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -365679.656250 Penalty: 4110.738770
	Iteration 28Q: 3 clusters Score -365679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -365684.187500 Penalty: 4110.738770
	Iteration 29Q: 3 clusters Score -365684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -365689.000000 Penalty: 4110.738770
	Iteration 30Q: 3 clusters Score -365689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -365690.562500 Penalty: 4110.738770
	Iteration 31Q: 3 clusters Score -365690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -365692.250000 Penalty: 4110.738770
	Iteration 32Q: 3 clusters Score -365692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -365693.718750 Penalty: 4110.738770
	Iteration 33Q: 3 clusters Score -365693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -365694.250000 Penalty: 4110.738770
	Iteration 34Q: 3 clusters Score -365694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -365696.187500 Penalty: 4110.738770
	Iteration 35Q: 3 clusters Score -365696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -365697.781250 Penalty: 4110.738770
	Iteration 36Q: 3 clusters Score -365697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -365700.437500 Penalty: 4110.738770
	Iteration 37Q: 3 clusters Score -365700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -365704.875000 Penalty: 4110.738770
	Iteration 38Q: 3 clusters Score -365704.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -365709.250000 Penalty: 4110.738770
	Iteration 39Q: 3 clusters Score -365709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -365709.781250 Penalty: 4110.738770
	Iteration 40F: 3 clusters Score -365709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -365711.125000 Penalty: 4110.738770
	Iteration 41Q: 3 clusters Score -365711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -365711.937500 Penalty: 4110.738770
	Iteration 42Q: 3 clusters Score -365711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -365713.156250 Penalty: 4110.738770
	Iteration 43Q: 3 clusters Score -365713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -365713.500000 Penalty: 4110.738770
	Iteration 44Q: 3 clusters Score -365713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -365713.500000 Penalty: 4110.738770
	Iteration 45F: 3 clusters Score -365713.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -523562.156250 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -523562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -517567.937500 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -517567.9 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -519305.656250 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -519305.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -519691.375000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -519691.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -520017.062500 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -520017.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -520261.343750 Penalty: 4419.583496
	Iteration 4F: 3 clusters Score -520261.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -520481.281250 Penalty: 4419.583496
	Iteration 5Q: 3 clusters Score -520481.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -520681.375000 Penalty: 4419.583496
	Iteration 6Q: 3 clusters Score -520681.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -520855.218750 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -520855.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -521016.593750 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -521016.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -521169.125000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -521169.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -521323.500000 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -521323.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -521469.781250 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -521469.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -521590.968750 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -521591 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -521715.593750 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -521715.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -521832.937500 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -521832.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -521918.093750 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -521918.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -521974.812500 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -521974.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -522017.187500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -522017.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -522063.000000 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -522063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -522110.125000 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -522110.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -522149.343750 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -522149.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -522182.406250 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -522182.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -522209.031250 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -522209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -522235.343750 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -522235.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -522254.781250 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -522254.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -522270.187500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -522270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -522287.781250 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -522287.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -522302.437500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -522302.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -522315.031250 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -522315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -522331.156250 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -522331.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -522346.125000 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -522346.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -522357.687500 Penalty: 4419.583496
	Iteration 31Q: 3 clusters Score -522357.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -522378.687500 Penalty: 4419.583496
	Iteration 32Q: 3 clusters Score -522378.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -522397.187500 Penalty: 4419.583496
	Iteration 33Q: 3 clusters Score -522397.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -522409.593750 Penalty: 4419.583496
	Iteration 34Q: 3 clusters Score -522409.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -522420.687500 Penalty: 4419.583496
	Iteration 35Q: 3 clusters Score -522420.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -522431.406250 Penalty: 4419.583496
	Iteration 36Q: 3 clusters Score -522431.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -522436.562500 Penalty: 4419.583496
	Iteration 37Q: 3 clusters Score -522436.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -522439.781250 Penalty: 4419.583496
	Iteration 38Q: 3 clusters Score -522439.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -522444.031250 Penalty: 4419.583496
	Iteration 39Q: 3 clusters Score -522444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -522446.031250 Penalty: 4419.583496
	Iteration 40F: 3 clusters Score -522446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -522449.531250 Penalty: 4419.583496
	Iteration 41Q: 3 clusters Score -522449.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -522456.343750 Penalty: 4419.583496
	Iteration 42Q: 3 clusters Score -522456.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -522464.250000 Penalty: 4419.583496
	Iteration 43Q: 3 clusters Score -522464.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -522468.218750 Penalty: 4419.583496
	Iteration 44Q: 3 clusters Score -522468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -522472.375000 Penalty: 4419.583496
	Iteration 45Q: 3 clusters Score -522472.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -522475.875000 Penalty: 4419.583496
	Iteration 46Q: 3 clusters Score -522475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -522477.187500 Penalty: 4419.583496
	Iteration 47Q: 3 clusters Score -522477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -522482.781250 Penalty: 4419.583496
	Iteration 48Q: 3 clusters Score -522482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -522488.843750 Penalty: 4419.583496
	Iteration 49Q: 3 clusters Score -522488.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -522493.625000 Penalty: 4419.583496
	Iteration 50Q: 3 clusters Score -522493.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -522498.781250 Penalty: 4419.583496
	Iteration 51Q: 3 clusters Score -522498.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -522503.218750 Penalty: 4419.583496
	Iteration 52Q: 3 clusters Score -522503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -522508.281250 Penalty: 4419.583496
	Iteration 53Q: 3 clusters Score -522508.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -522514.031250 Penalty: 4419.583496
	Iteration 54Q: 3 clusters Score -522514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -522517.750000 Penalty: 4419.583496
	Iteration 55Q: 3 clusters Score -522517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -522523.406250 Penalty: 4419.583496
	Iteration 56Q: 3 clusters Score -522523.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -522525.625000 Penalty: 4419.583496
	Iteration 57Q: 3 clusters Score -522525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -522527.187500 Penalty: 4419.583496
	Iteration 58Q: 3 clusters Score -522527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -522527.500000 Penalty: 4419.583496
	Iteration 59Q: 3 clusters Score -522527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -522529.968750 Penalty: 4419.583496
	Iteration 60F: 3 clusters Score -522530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -106217.460938 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106217.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -106628.835938 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106628.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106817.664062 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -106817.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106979.187500 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -106979.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -107158.078125 Penalty: 3516.264404
	Iteration 4F: 3 clusters Score -107158.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107306.875000 Penalty: 3516.264404
	Iteration 5F: 3 clusters Score -107306.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107437.375000 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107437.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -107523.156250 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107523.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -107578.789062 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107604.109375 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107604.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -107616.187500 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107629.289062 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -107636.445312 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -107639.093750 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107641.960938 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -107642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107647.406250 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -107647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107651.328125 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -107651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107652.414062 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -107652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -107654.312500 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -107654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -107655.656250 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -107655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107659.632812 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -107659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Entering Unmasked Estep 
Score: -344198.781250 Penalty: 2080.222900
	Iteration 0F: 2 clusters Score -344198.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -340075.718750 Penalty: 4160.445801
	Iteration 0F: 3 clusters Score -340075.7 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -341028.562500 Penalty: 4160.445801
	Iteration 1F: 3 clusters Score -341028.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -341265.375000 Penalty: 4160.445801
	Iteration 2F: 3 clusters Score -341265.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -341434.375000 Penalty: 4160.445801
	Iteration 3F: 3 clusters Score -341434.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -341559.687500 Penalty: 4160.445801
	Iteration 4Q: 3 clusters Score -341559.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -341692.343750 Penalty: 4160.445801
	Iteration 5Q: 3 clusters Score -341692.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -341838.250000 Penalty: 4160.445801
	Iteration 6Q: 3 clusters Score -341838.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -341973.250000 Penalty: 4160.445801
	Iteration 7Q: 3 clusters Score -341973.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -342089.937500 Penalty: 4160.445801
	Iteration 8Q: 3 clusters Score -342089.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -342205.312500 Penalty: 4160.445801
	Iteration 9Q: 3 clusters Score -342205.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -342318.406250 Penalty: 4160.445801
	Iteration 10Q: 3 clusters Score -342318.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -342403.062500 Penalty: 4160.445801
	Iteration 11Q: 3 clusters Score -342403.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -342468.656250 Penalty: 4160.445801
	Iteration 12Q: 3 clusters Score -342468.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -342524.687500 Penalty: 4160.445801
	Iteration 13Q: 3 clusters Score -342524.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -342569.781250 Penalty: 4160.445801
	Iteration 14Q: 3 clusters Score -342569.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -342606.437500 Penalty: 4160.445801
	Iteration 15Q: 3 clusters Score -342606.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -342634.812500 Penalty: 4160.445801
	Iteration 16Q: 3 clusters Score -342634.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -342658.093750 Penalty: 4160.445801
	Iteration 17Q: 3 clusters Score -342658.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -342677.250000 Penalty: 4160.445801
	Iteration 18Q: 3 clusters Score -342677.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -342693.000000 Penalty: 4160.445801
	Iteration 19Q: 3 clusters Score -342693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -342706.437500 Penalty: 4160.445801
	Iteration 20F: 3 clusters Score -342706.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -342719.312500 Penalty: 4160.445801
	Iteration 21Q: 3 clusters Score -342719.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -342732.781250 Penalty: 4160.445801
	Iteration 22Q: 3 clusters Score -342732.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -342752.000000 Penalty: 4160.445801
	Iteration 23Q: 3 clusters Score -342752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -342762.156250 Penalty: 4160.445801
	Iteration 24Q: 3 clusters Score -342762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -342772.812500 Penalty: 4160.445801
	Iteration 25Q: 3 clusters Score -342772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -342779.875000 Penalty: 4160.445801
	Iteration 26Q: 3 clusters Score -342779.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -342789.937500 Penalty: 4160.445801
	Iteration 27Q: 3 clusters Score -342789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -342800.218750 Penalty: 4160.445801
	Iteration 28Q: 3 clusters Score -342800.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -342812.343750 Penalty: 4160.445801
	Iteration 29Q: 3 clusters Score -342812.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -342820.062500 Penalty: 4160.445801
	Iteration 30Q: 3 clusters Score -342820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -342830.750000 Penalty: 4160.445801
	Iteration 31Q: 3 clusters Score -342830.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -342847.125000 Penalty: 4160.445801
	Iteration 32Q: 3 clusters Score -342847.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -342868.031250 Penalty: 4160.445801
	Iteration 33Q: 3 clusters Score -342868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -342900.562500 Penalty: 4160.445801
	Iteration 34Q: 3 clusters Score -342900.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -342938.500000 Penalty: 4160.445801
	Iteration 35Q: 3 clusters Score -342938.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -342993.718750 Penalty: 4160.445801
	Iteration 36Q: 3 clusters Score -342993.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -343044.531250 Penalty: 4160.445801
	Iteration 37Q: 3 clusters Score -343044.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -343098.593750 Penalty: 4160.445801
	Iteration 38Q: 3 clusters Score -343098.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -343148.843750 Penalty: 4160.445801
	Iteration 39Q: 3 clusters Score -343148.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -343205.343750 Penalty: 4160.445801
	Iteration 40F: 3 clusters Score -343205.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -343254.406250 Penalty: 4160.445801
	Iteration 41Q: 3 clusters Score -343254.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -343296.656250 Penalty: 4160.445801
	Iteration 42Q: 3 clusters Score -343296.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343344.812500 Penalty: 4160.445801
	Iteration 43Q: 3 clusters Score -343344.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -343413.375000 Penalty: 4160.445801
	Iteration 44Q: 3 clusters Score -343413.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -343495.093750 Penalty: 4160.445801
	Iteration 45Q: 3 clusters Score -343495.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -343571.593750 Penalty: 4160.445801
	Iteration 46Q: 3 clusters Score -343571.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -343608.906250 Penalty: 4160.445801
	Iteration 47Q: 3 clusters Score -343608.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -343647.750000 Penalty: 4160.445801
	Iteration 48Q: 3 clusters Score -343647.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -343680.812500 Penalty: 4160.445801
	Iteration 49Q: 3 clusters Score -343680.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -343699.031250 Penalty: 4160.445801
	Iteration 50Q: 3 clusters Score -343699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -343708.250000 Penalty: 4160.445801
	Iteration 51Q: 3 clusters Score -343708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -343709.906250 Penalty: 4160.445801
	Iteration 52Q: 3 clusters Score -343709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -343711.562500 Penalty: 4160.445801
	Iteration 53Q: 3 clusters Score -343711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -343713.062500 Penalty: 4160.445801
	Iteration 54Q: 3 clusters Score -343713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -343713.781250 Penalty: 4160.445801
	Iteration 55Q: 3 clusters Score -343713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -343713.781250 Penalty: 4160.445801
	Iteration 56F: 3 clusters Score -343713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -403050.656250 Penalty: 2122.229004
	Iteration 0F: 2 clusters Score -403050.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -398473.312500 Penalty: 4244.458008
	Iteration 0F: 3 clusters Score -398473.3 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -399585.281250 Penalty: 4244.458008
	Iteration 1F: 3 clusters Score -399585.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -399796.093750 Penalty: 4244.458008
	Iteration 2F: 3 clusters Score -399796.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -399911.781250 Penalty: 4244.458008
	Iteration 3Q: 3 clusters Score -399911.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -399986.437500 Penalty: 4244.458008
	Iteration 4Q: 3 clusters Score -399986.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -400042.093750 Penalty: 4244.458008
	Iteration 5Q: 3 clusters Score -400042.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -400088.656250 Penalty: 4244.458008
	Iteration 6Q: 3 clusters Score -400088.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -400138.093750 Penalty: 4244.458008
	Iteration 7Q: 3 clusters Score -400138.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -400184.562500 Penalty: 4244.458008
	Iteration 8Q: 3 clusters Score -400184.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -400219.875000 Penalty: 4244.458008
	Iteration 9Q: 3 clusters Score -400219.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -400251.937500 Penalty: 4244.458008
	Iteration 10Q: 3 clusters Score -400251.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -400287.250000 Penalty: 4244.458008
	Iteration 11Q: 3 clusters Score -400287.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -400322.687500 Penalty: 4244.458008
	Iteration 12Q: 3 clusters Score -400322.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -400355.312500 Penalty: 4244.458008
	Iteration 13Q: 3 clusters Score -400355.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -400389.843750 Penalty: 4244.458008
	Iteration 14Q: 3 clusters Score -400389.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -400425.937500 Penalty: 4244.458008
	Iteration 15Q: 3 clusters Score -400425.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -400465.562500 Penalty: 4244.458008
	Iteration 16Q: 3 clusters Score -400465.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -400510.500000 Penalty: 4244.458008
	Iteration 17Q: 3 clusters Score -400510.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -400559.718750 Penalty: 4244.458008
	Iteration 18Q: 3 clusters Score -400559.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -400603.500000 Penalty: 4244.458008
	Iteration 19Q: 3 clusters Score -400603.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -400636.843750 Penalty: 4244.458008
	Iteration 20F: 3 clusters Score -400636.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -400664.000000 Penalty: 4244.458008
	Iteration 21Q: 3 clusters Score -400664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -400693.812500 Penalty: 4244.458008
	Iteration 22Q: 3 clusters Score -400693.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -400727.843750 Penalty: 4244.458008
	Iteration 23Q: 3 clusters Score -400727.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -400764.000000 Penalty: 4244.458008
	Iteration 24Q: 3 clusters Score -400764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -400809.468750 Penalty: 4244.458008
	Iteration 25Q: 3 clusters Score -400809.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -400846.250000 Penalty: 4244.458008
	Iteration 26Q: 3 clusters Score -400846.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -400873.531250 Penalty: 4244.458008
	Iteration 27Q: 3 clusters Score -400873.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -400898.093750 Penalty: 4244.458008
	Iteration 28Q: 3 clusters Score -400898.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -400918.625000 Penalty: 4244.458008
	Iteration 29Q: 3 clusters Score -400918.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -400945.687500 Penalty: 4244.458008
	Iteration 30Q: 3 clusters Score -400945.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -400977.218750 Penalty: 4244.458008
	Iteration 31Q: 3 clusters Score -400977.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -401029.093750 Penalty: 4244.458008
	Iteration 32Q: 3 clusters Score -401029.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -401062.875000 Penalty: 4244.458008
	Iteration 33Q: 3 clusters Score -401062.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -401092.031250 Penalty: 4244.458008
	Iteration 34Q: 3 clusters Score -401092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -401109.656250 Penalty: 4244.458008
	Iteration 35Q: 3 clusters Score -401109.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -401124.093750 Penalty: 4244.458008
	Iteration 36Q: 3 clusters Score -401124.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -401137.406250 Penalty: 4244.458008
	Iteration 37Q: 3 clusters Score -401137.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -401148.437500 Penalty: 4244.458008
	Iteration 38Q: 3 clusters Score -401148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -401157.718750 Penalty: 4244.458008
	Iteration 39Q: 3 clusters Score -401157.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -401168.343750 Penalty: 4244.458008
	Iteration 40F: 3 clusters Score -401168.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -401173.375000 Penalty: 4244.458008
	Iteration 41Q: 3 clusters Score -401173.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -401179.562500 Penalty: 4244.458008
	Iteration 42Q: 3 clusters Score -401179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -401184.593750 Penalty: 4244.458008
	Iteration 43Q: 3 clusters Score -401184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -401187.593750 Penalty: 4244.458008
	Iteration 44Q: 3 clusters Score -401187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -401189.125000 Penalty: 4244.458008
	Iteration 45Q: 3 clusters Score -401189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -401190.500000 Penalty: 4244.458008
	Iteration 46Q: 3 clusters Score -401190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -401194.000000 Penalty: 4244.458008
	Iteration 47Q: 3 clusters Score -401194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -401194.968750 Penalty: 4244.458008
	Iteration 48Q: 3 clusters Score -401195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -401197.250000 Penalty: 4244.458008
	Iteration 49Q: 3 clusters Score -401197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -401199.593750 Penalty: 4244.458008
	Iteration 50Q: 3 clusters Score -401199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -401199.468750 Penalty: 4244.458008
	Iteration 51Q: 3 clusters Score -401199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -401201.531250 Penalty: 4244.458008
	Iteration 52Q: 3 clusters Score -401201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -401201.906250 Penalty: 4244.458008
	Iteration 53Q: 3 clusters Score -401201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -401201.375000 Penalty: 4244.458008
	Iteration 54Q: 3 clusters Score -401201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -401201.375000 Penalty: 4244.458008
	Iteration 55F: 3 clusters Score -401201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -119897.414062 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -119897.4 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 692 members 
Entering Unmasked Estep 
Score: -117691.101562 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -117691.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118063.679688 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -118063.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -118173.523438 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -118173.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118221.867188 Penalty: 3586.359375
	Iteration 3Q: 3 clusters Score -118221.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -118257.507812 Penalty: 3586.359375
	Iteration 4Q: 3 clusters Score -118257.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118291.898438 Penalty: 3586.359375
	Iteration 5Q: 3 clusters Score -118291.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -118318.132812 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -118318.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -118352.312500 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -118352.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118382.062500 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -118382.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118427.000000 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -118427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118483.164062 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -118483.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118534.492188 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -118534.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118568.648438 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -118568.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118598.796875 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -118598.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118630.953125 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -118631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118646.656250 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -118646.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118659.351562 Penalty: 3586.359375
	Iteration 16Q: 3 clusters Score -118659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118666.218750 Penalty: 3586.359375
	Iteration 17Q: 3 clusters Score -118666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118674.476562 Penalty: 3586.359375
	Iteration 18Q: 3 clusters Score -118674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118684.929688 Penalty: 3586.359375
	Iteration 19Q: 3 clusters Score -118684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118697.867188 Penalty: 3586.359375
	Iteration 20F: 3 clusters Score -118697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118713.773438 Penalty: 3586.359375
	Iteration 21Q: 3 clusters Score -118713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118720.523438 Penalty: 3586.359375
	Iteration 22Q: 3 clusters Score -118720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118731.257812 Penalty: 3586.359375
	Iteration 23Q: 3 clusters Score -118731.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118742.039062 Penalty: 3586.359375
	Iteration 24Q: 3 clusters Score -118742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118749.781250 Penalty: 3586.359375
	Iteration 25Q: 3 clusters Score -118749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118757.625000 Penalty: 3586.359375
	Iteration 26Q: 3 clusters Score -118757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118763.757812 Penalty: 3586.359375
	Iteration 27Q: 3 clusters Score -118763.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118773.187500 Penalty: 3586.359375
	Iteration 28Q: 3 clusters Score -118773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118782.937500 Penalty: 3586.359375
	Iteration 29Q: 3 clusters Score -118782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118790.789062 Penalty: 3586.359375
	Iteration 30Q: 3 clusters Score -118790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118798.742188 Penalty: 3586.359375
	Iteration 31Q: 3 clusters Score -118798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118803.296875 Penalty: 3586.359375
	Iteration 32Q: 3 clusters Score -118803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118808.046875 Penalty: 3586.359375
	Iteration 33Q: 3 clusters Score -118808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118810.437500 Penalty: 3586.359375
	Iteration 34Q: 3 clusters Score -118810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118817.531250 Penalty: 3586.359375
	Iteration 35Q: 3 clusters Score -118817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118823.046875 Penalty: 3586.359375
	Iteration 36Q: 3 clusters Score -118823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118824.632812 Penalty: 3586.359375
	Iteration 37Q: 3 clusters Score -118824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118824.632812 Penalty: 3586.359375
	Iteration 38F: 3 clusters Score -118824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -63397.632812 Penalty: 1658.711914
	Iteration 0F: 2 clusters Score -63397.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61649.015625 Penalty: 3317.423828
	Iteration 0F: 3 clusters Score -61649.02 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61934.667969 Penalty: 3317.423828
	Iteration 1F: 3 clusters Score -61934.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62034.769531 Penalty: 3317.423828
	Iteration 2F: 3 clusters Score -62034.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62074.988281 Penalty: 3317.423828
	Iteration 3Q: 3 clusters Score -62074.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62108.937500 Penalty: 3317.423828
	Iteration 4Q: 3 clusters Score -62108.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62137.957031 Penalty: 3317.423828
	Iteration 5Q: 3 clusters Score -62137.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62158.617188 Penalty: 3317.423828
	Iteration 6Q: 3 clusters Score -62158.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62181.093750 Penalty: 3317.423828
	Iteration 7Q: 3 clusters Score -62181.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62196.683594 Penalty: 3317.423828
	Iteration 8Q: 3 clusters Score -62196.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62213.519531 Penalty: 3317.423828
	Iteration 9Q: 3 clusters Score -62213.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -62241.996094 Penalty: 3317.423828
	Iteration 10Q: 3 clusters Score -62242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62267.242188 Penalty: 3317.423828
	Iteration 11Q: 3 clusters Score -62267.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62281.207031 Penalty: 3317.423828
	Iteration 12Q: 3 clusters Score -62281.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -62309.160156 Penalty: 3317.423828
	Iteration 13Q: 3 clusters Score -62309.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62345.054688 Penalty: 3317.423828
	Iteration 14Q: 3 clusters Score -62345.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62389.265625 Penalty: 3317.423828
	Iteration 15Q: 3 clusters Score -62389.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -62428.203125 Penalty: 3317.423828
	Iteration 16Q: 3 clusters Score -62428.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62453.476562 Penalty: 3317.423828
	Iteration 17Q: 3 clusters Score -62453.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -62483.519531 Penalty: 3317.423828
	Iteration 18Q: 3 clusters Score -62483.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -62494.441406 Penalty: 3317.423828
	Iteration 19Q: 3 clusters Score -62494.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62511.140625 Penalty: 3317.423828
	Iteration 20F: 3 clusters Score -62511.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -62544.343750 Penalty: 3317.423828
	Iteration 21Q: 3 clusters Score -62544.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -62565.960938 Penalty: 3317.423828
	Iteration 22Q: 3 clusters Score -62565.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -62582.003906 Penalty: 3317.423828
	Iteration 23Q: 3 clusters Score -62582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -62600.484375 Penalty: 3317.423828
	Iteration 24Q: 3 clusters Score -62600.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -62609.214844 Penalty: 3317.423828
	Iteration 25Q: 3 clusters Score -62609.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62613.351562 Penalty: 3317.423828
	Iteration 26Q: 3 clusters Score -62613.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62614.570312 Penalty: 3317.423828
	Iteration 27Q: 3 clusters Score -62614.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62614.570312 Penalty: 3317.423828
	Iteration 28F: 3 clusters Score -62614.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -76984.218750 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -76984.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75011.601562 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -75011.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75284.390625 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -75284.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75363.195312 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -75363.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75394.515625 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -75394.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75418.421875 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -75418.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75431.070312 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -75431.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75437.656250 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -75437.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75440.125000 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -75440.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75441.773438 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -75441.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75443.765625 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -75443.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75444.546875 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -75444.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75445.203125 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -75445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75445.203125 Penalty: 3422.762451
	Iteration 12F: 3 clusters Score -75445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -246177.421875 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -246177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -243005.468750 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -243005.5 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -243651.500000 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -243651.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -243815.640625 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -243815.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -243931.312500 Penalty: 3933.203857
	Iteration 3F: 3 clusters Score -243931.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -244018.812500 Penalty: 3933.203857
	Iteration 4Q: 3 clusters Score -244018.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -244075.031250 Penalty: 3933.203857
	Iteration 5Q: 3 clusters Score -244075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -244129.140625 Penalty: 3933.203857
	Iteration 6Q: 3 clusters Score -244129.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -244162.328125 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -244162.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -244194.468750 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -244194.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -244209.593750 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -244209.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -244230.140625 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -244230.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -244257.062500 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -244257.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -244288.562500 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -244288.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -244316.671875 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -244316.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -244346.468750 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -244346.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -244382.421875 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -244382.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -244431.843750 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -244431.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -244478.796875 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -244478.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -244516.015625 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -244516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -244542.171875 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -244542.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -244576.328125 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -244576.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -244618.875000 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -244618.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -244669.906250 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -244669.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -244738.171875 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -244738.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -244791.578125 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -244791.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -244848.890625 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -244848.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -244903.312500 Penalty: 3933.203857
	Iteration 26Q: 3 clusters Score -244903.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -244931.546875 Penalty: 3933.203857
	Iteration 27Q: 3 clusters Score -244931.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -244949.515625 Penalty: 3933.203857
	Iteration 28Q: 3 clusters Score -244949.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -244965.421875 Penalty: 3933.203857
	Iteration 29Q: 3 clusters Score -244965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -244983.562500 Penalty: 3933.203857
	Iteration 30Q: 3 clusters Score -244983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -244992.468750 Penalty: 3933.203857
	Iteration 31Q: 3 clusters Score -244992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -244999.265625 Penalty: 3933.203857
	Iteration 32Q: 3 clusters Score -244999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -245001.953125 Penalty: 3933.203857
	Iteration 33Q: 3 clusters Score -245002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -245005.828125 Penalty: 3933.203857
	Iteration 34Q: 3 clusters Score -245005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -245009.406250 Penalty: 3933.203857
	Iteration 35Q: 3 clusters Score -245009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -245012.296875 Penalty: 3933.203857
	Iteration 36Q: 3 clusters Score -245012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -245012.828125 Penalty: 3933.203857
	Iteration 37Q: 3 clusters Score -245012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -245013.171875 Penalty: 3933.203857
	Iteration 38Q: 3 clusters Score -245013.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -245013.171875 Penalty: 3933.203857
	Iteration 39F: 3 clusters Score -245013.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (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: -101825.820312 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -101825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99888.367188 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -99888.37 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100306.507812 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -100306.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -100599.484375 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -100599.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -100943.804688 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -100943.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101267.664062 Penalty: 3492.105957
	Iteration 4F: 3 clusters Score -101267.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -101469.398438 Penalty: 3492.105957
	Iteration 5F: 3 clusters Score -101469.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -101546.265625 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -101546.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101588.890625 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -101588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101595.468750 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -101595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101608.734375 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -101608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101611.500000 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -101611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101612.289062 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -101612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101612.992188 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -101613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101612.992188 Penalty: 3492.105957
	Iteration 13F: 3 clusters Score -101613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162098 members 
Mstep: Class 8 contains 18756 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 43652 members 
Mstep: Class 15 contains 140361 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169796 members 
Mstep: Class 19 contains 109358 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51452 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 19154 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18635 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 133395 members 
Mstep: Class 33 contains 123681 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76884 members 
Mstep: Class 37 contains 38200 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34016 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 2560 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 127609 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20800 members 
Mstep: Class 48 contains 5677 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4726 members 
Mstep: Class 51 contains 16998 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1379 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104798 members 
Mstep: Class 61 contains 16129 members 
Mstep: Class 62 contains 102289 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6667 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7409 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5205 members 
Mstep: Class 71 contains 1381 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793552.000000 Penalty: 271255.531250
Iteration 199Q: 77 clusters Score -1.507936e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162092 members 
Mstep: Class 8 contains 18777 members 
Mstep: Class 9 contains 3849 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 22364 members 
Mstep: Class 14 contains 43660 members 
Mstep: Class 15 contains 140454 members 
Mstep: Class 16 contains 11555 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169802 members 
Mstep: Class 19 contains 109440 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51447 members 
Mstep: Class 23 contains 1712 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 19179 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18641 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 133292 members 
Mstep: Class 33 contains 123686 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76837 members 
Mstep: Class 37 contains 38198 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 34004 members 
Mstep: Class 40 contains 3093 members 
Mstep: Class 41 contains 2554 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 127591 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20795 members 
Mstep: Class 48 contains 5677 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 4754 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1379 members 
Mstep: Class 58 contains 5380 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104744 members 
Mstep: Class 61 contains 16131 members 
Mstep: Class 62 contains 102308 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6667 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7450 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1382 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150793856.000000 Penalty: 271255.531250
Iteration 200F: 77 clusters Score -1.507939e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162094 members 
Mstep: Class 8 contains 18801 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 22330 members 
Mstep: Class 14 contains 43665 members 
Mstep: Class 15 contains 140560 members 
Mstep: Class 16 contains 11559 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 109514 members 
Mstep: Class 20 contains 11630 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51448 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4075 members 
Mstep: Class 27 contains 19196 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18602 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 133201 members 
Mstep: Class 33 contains 123684 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76812 members 
Mstep: Class 37 contains 38194 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33996 members 
Mstep: Class 40 contains 3088 members 
Mstep: Class 41 contains 2551 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 127575 members 
Mstep: Class 46 contains 1680 members 
Mstep: Class 47 contains 20791 members 
Mstep: Class 48 contains 5672 members 
Mstep: Class 49 contains 4737 members 
Mstep: Class 50 contains 4782 members 
Mstep: Class 51 contains 16999 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1379 members 
Mstep: Class 58 contains 5380 members 
Mstep: Class 59 contains 480 members 
Mstep: Class 60 contains 104667 members 
Mstep: Class 61 contains 16131 members 
Mstep: Class 62 contains 102132 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6667 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7404 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1382 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794144.000000 Penalty: 271255.531250
Iteration 201Q: 77 clusters Score -1.507941e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162089 members 
Mstep: Class 8 contains 18815 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 3152 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12690 members 
Mstep: Class 13 contains 22295 members 
Mstep: Class 14 contains 43669 members 
Mstep: Class 15 contains 140670 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 109587 members 
Mstep: Class 20 contains 11633 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51448 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4078 members 
Mstep: Class 27 contains 19203 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18580 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20375 members 
Mstep: Class 32 contains 133113 members 
Mstep: Class 33 contains 123692 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76777 members 
Mstep: Class 37 contains 38189 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33991 members 
Mstep: Class 40 contains 3075 members 
Mstep: Class 41 contains 2551 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1085 members 
Mstep: Class 45 contains 127563 members 
Mstep: Class 46 contains 1682 members 
Mstep: Class 47 contains 20790 members 
Mstep: Class 48 contains 5666 members 
Mstep: Class 49 contains 4734 members 
Mstep: Class 50 contains 4819 members 
Mstep: Class 51 contains 17001 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1380 members 
Mstep: Class 58 contains 5381 members 
Mstep: Class 59 contains 481 members 
Mstep: Class 60 contains 104590 members 
Mstep: Class 61 contains 16130 members 
Mstep: Class 62 contains 102008 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6668 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7371 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1383 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794176.000000 Penalty: 271255.531250
Iteration 202Q: 77 clusters Score -1.507942e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162086 members 
Mstep: Class 8 contains 18820 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 22244 members 
Mstep: Class 14 contains 43674 members 
Mstep: Class 15 contains 140772 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 109659 members 
Mstep: Class 20 contains 11635 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51448 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 19213 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18563 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 133021 members 
Mstep: Class 33 contains 123696 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76757 members 
Mstep: Class 37 contains 38187 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33989 members 
Mstep: Class 40 contains 3067 members 
Mstep: Class 41 contains 2551 members 
Mstep: Class 42 contains 5918 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1085 members 
Mstep: Class 45 contains 127548 members 
Mstep: Class 46 contains 1682 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5666 members 
Mstep: Class 49 contains 4734 members 
Mstep: Class 50 contains 4863 members 
Mstep: Class 51 contains 17000 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1379 members 
Mstep: Class 58 contains 5381 members 
Mstep: Class 59 contains 482 members 
Mstep: Class 60 contains 104526 members 
Mstep: Class 61 contains 16133 members 
Mstep: Class 62 contains 101937 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6667 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7352 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4394 members 
Mstep: Class 70 contains 5206 members 
Mstep: Class 71 contains 1383 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794432.000000 Penalty: 271255.531250
Iteration 203Q: 77 clusters Score -1.507944e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162085 members 
Mstep: Class 8 contains 18825 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 22221 members 
Mstep: Class 14 contains 43679 members 
Mstep: Class 15 contains 140868 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 109732 members 
Mstep: Class 20 contains 11636 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 51446 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 19219 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18557 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 132929 members 
Mstep: Class 33 contains 123702 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76734 members 
Mstep: Class 37 contains 38188 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 3065 members 
Mstep: Class 41 contains 2551 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1085 members 
Mstep: Class 45 contains 127531 members 
Mstep: Class 46 contains 1683 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5666 members 
Mstep: Class 49 contains 4736 members 
Mstep: Class 50 contains 4891 members 
Mstep: Class 51 contains 16999 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5380 members 
Mstep: Class 59 contains 482 members 
Mstep: Class 60 contains 104458 members 
Mstep: Class 61 contains 16135 members 
Mstep: Class 62 contains 101864 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6669 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3974 members 
Mstep: Class 67 contains 7334 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4393 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1384 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794688.000000 Penalty: 271255.531250
Iteration 204Q: 77 clusters Score -1.507947e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162083 members 
Mstep: Class 8 contains 18842 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12653 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 43681 members 
Mstep: Class 15 contains 140983 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 109795 members 
Mstep: Class 20 contains 11636 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51445 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4083 members 
Mstep: Class 27 contains 19224 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18553 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 132814 members 
Mstep: Class 33 contains 123702 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76710 members 
Mstep: Class 37 contains 38184 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33988 members 
Mstep: Class 40 contains 3057 members 
Mstep: Class 41 contains 2549 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1085 members 
Mstep: Class 45 contains 127523 members 
Mstep: Class 46 contains 1684 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5662 members 
Mstep: Class 49 contains 4737 members 
Mstep: Class 50 contains 4917 members 
Mstep: Class 51 contains 17002 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5375 members 
Mstep: Class 59 contains 483 members 
Mstep: Class 60 contains 104407 members 
Mstep: Class 61 contains 16135 members 
Mstep: Class 62 contains 101818 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6670 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3977 members 
Mstep: Class 67 contains 7316 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4393 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1382 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 993 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794928.000000 Penalty: 271255.531250
Iteration 205Q: 77 clusters Score -1.507949e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162087 members 
Mstep: Class 8 contains 18874 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12652 members 
Mstep: Class 13 contains 22155 members 
Mstep: Class 14 contains 43684 members 
Mstep: Class 15 contains 141118 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169805 members 
Mstep: Class 19 contains 109859 members 
Mstep: Class 20 contains 11636 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4085 members 
Mstep: Class 27 contains 19238 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 18554 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 132665 members 
Mstep: Class 33 contains 123704 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76694 members 
Mstep: Class 37 contains 38180 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 3046 members 
Mstep: Class 41 contains 2546 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 1086 members 
Mstep: Class 45 contains 127508 members 
Mstep: Class 46 contains 1684 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5659 members 
Mstep: Class 49 contains 4737 members 
Mstep: Class 50 contains 4948 members 
Mstep: Class 51 contains 17002 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5373 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104354 members 
Mstep: Class 61 contains 16137 members 
Mstep: Class 62 contains 101788 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7300 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1382 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794784.000000 Penalty: 271255.531250
Iteration 206Q: 77 clusters Score -1.507948e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162092 members 
Mstep: Class 8 contains 18899 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12651 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 43687 members 
Mstep: Class 15 contains 141235 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109925 members 
Mstep: Class 20 contains 11636 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 19251 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18553 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 132523 members 
Mstep: Class 33 contains 123707 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76665 members 
Mstep: Class 37 contains 38179 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 3035 members 
Mstep: Class 41 contains 2542 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6423 members 
Mstep: Class 44 contains 1088 members 
Mstep: Class 45 contains 127489 members 
Mstep: Class 46 contains 1683 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5657 members 
Mstep: Class 49 contains 4737 members 
Mstep: Class 50 contains 4982 members 
Mstep: Class 51 contains 17004 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5375 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104317 members 
Mstep: Class 61 contains 16135 members 
Mstep: Class 62 contains 101761 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3973 members 
Mstep: Class 67 contains 7282 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1383 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150794896.000000 Penalty: 271255.531250
Iteration 207Q: 77 clusters Score -1.507949e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 162095 members 
Mstep: Class 8 contains 18906 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12653 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 43692 members 
Mstep: Class 15 contains 141389 members 
Mstep: Class 16 contains 11567 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109984 members 
Mstep: Class 20 contains 11636 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51435 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 4089 members 
Mstep: Class 27 contains 19261 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 132350 members 
Mstep: Class 33 contains 123705 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76649 members 
Mstep: Class 37 contains 38175 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33982 members 
Mstep: Class 40 contains 3025 members 
Mstep: Class 41 contains 2541 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1089 members 
Mstep: Class 45 contains 127475 members 
Mstep: Class 46 contains 1683 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5656 members 
Mstep: Class 49 contains 4736 members 
Mstep: Class 50 contains 5033 members 
Mstep: Class 51 contains 17006 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5375 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104282 members 
Mstep: Class 61 contains 16136 members 
Mstep: Class 62 contains 101739 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7276 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1382 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795040.000000 Penalty: 271255.531250
Iteration 208Q: 77 clusters Score -1.50795e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 162091 members 
Mstep: Class 8 contains 18929 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12650 members 
Mstep: Class 13 contains 22035 members 
Mstep: Class 14 contains 43698 members 
Mstep: Class 15 contains 141501 members 
Mstep: Class 16 contains 11569 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110062 members 
Mstep: Class 20 contains 11637 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4091 members 
Mstep: Class 27 contains 19270 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18552 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 132203 members 
Mstep: Class 33 contains 123702 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76624 members 
Mstep: Class 37 contains 38173 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 3017 members 
Mstep: Class 41 contains 2540 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1090 members 
Mstep: Class 45 contains 127461 members 
Mstep: Class 46 contains 1684 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5658 members 
Mstep: Class 49 contains 4737 members 
Mstep: Class 50 contains 5079 members 
Mstep: Class 51 contains 17008 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5381 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104228 members 
Mstep: Class 61 contains 16136 members 
Mstep: Class 62 contains 101729 members 
Mstep: Class 63 contains 891 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3974 members 
Mstep: Class 67 contains 7273 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1381 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795248.000000 Penalty: 271255.531250
Iteration 209Q: 77 clusters Score -1.507952e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162091 members 
Mstep: Class 8 contains 18933 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12645 members 
Mstep: Class 13 contains 22014 members 
Mstep: Class 14 contains 43703 members 
Mstep: Class 15 contains 141628 members 
Mstep: Class 16 contains 11570 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110139 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51435 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4091 members 
Mstep: Class 27 contains 19282 members 
Mstep: Class 28 contains 3724 members 
Mstep: Class 29 contains 18550 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 132076 members 
Mstep: Class 33 contains 123704 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76609 members 
Mstep: Class 37 contains 38169 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33982 members 
Mstep: Class 40 contains 3008 members 
Mstep: Class 41 contains 2539 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1090 members 
Mstep: Class 45 contains 127444 members 
Mstep: Class 46 contains 1685 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5655 members 
Mstep: Class 49 contains 4738 members 
Mstep: Class 50 contains 5113 members 
Mstep: Class 51 contains 17008 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5382 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104147 members 
Mstep: Class 61 contains 16136 members 
Mstep: Class 62 contains 101727 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3973 members 
Mstep: Class 67 contains 7269 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1385 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795328.000000 Penalty: 271255.531250
Iteration 210Q: 77 clusters Score -1.507953e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162096 members 
Mstep: Class 8 contains 18952 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12642 members 
Mstep: Class 13 contains 22004 members 
Mstep: Class 14 contains 43709 members 
Mstep: Class 15 contains 141745 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110235 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51431 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4091 members 
Mstep: Class 27 contains 19293 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18550 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131938 members 
Mstep: Class 33 contains 123703 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76563 members 
Mstep: Class 37 contains 38168 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33982 members 
Mstep: Class 40 contains 3003 members 
Mstep: Class 41 contains 2539 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1090 members 
Mstep: Class 45 contains 127428 members 
Mstep: Class 46 contains 1685 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5648 members 
Mstep: Class 49 contains 4739 members 
Mstep: Class 50 contains 5134 members 
Mstep: Class 51 contains 17008 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5384 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104090 members 
Mstep: Class 61 contains 16136 members 
Mstep: Class 62 contains 101724 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7266 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1385 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795536.000000 Penalty: 271255.531250
Iteration 211Q: 77 clusters Score -1.507955e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162095 members 
Mstep: Class 8 contains 18969 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12642 members 
Mstep: Class 13 contains 21995 members 
Mstep: Class 14 contains 43716 members 
Mstep: Class 15 contains 141844 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110320 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51429 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 19296 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18550 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131821 members 
Mstep: Class 33 contains 123703 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76535 members 
Mstep: Class 37 contains 38166 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 3000 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127420 members 
Mstep: Class 46 contains 1685 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5641 members 
Mstep: Class 49 contains 4739 members 
Mstep: Class 50 contains 5147 members 
Mstep: Class 51 contains 17008 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5384 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 104034 members 
Mstep: Class 61 contains 16137 members 
Mstep: Class 62 contains 101725 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3977 members 
Mstep: Class 67 contains 7261 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1385 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795520.000000 Penalty: 271255.531250
Iteration 212Q: 77 clusters Score -1.507955e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162099 members 
Mstep: Class 8 contains 18975 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12641 members 
Mstep: Class 13 contains 21986 members 
Mstep: Class 14 contains 43719 members 
Mstep: Class 15 contains 141962 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110411 members 
Mstep: Class 20 contains 11641 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51428 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 19299 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131693 members 
Mstep: Class 33 contains 123703 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76486 members 
Mstep: Class 37 contains 38165 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2999 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127407 members 
Mstep: Class 46 contains 1685 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5637 members 
Mstep: Class 49 contains 4740 members 
Mstep: Class 50 contains 5164 members 
Mstep: Class 51 contains 17009 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1381 members 
Mstep: Class 58 contains 5386 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 103992 members 
Mstep: Class 61 contains 16137 members 
Mstep: Class 62 contains 101724 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 6671 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7259 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1386 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795568.000000 Penalty: 271255.531250
Iteration 213Q: 77 clusters Score -1.507956e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162100 members 
Mstep: Class 8 contains 18984 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12640 members 
Mstep: Class 13 contains 21989 members 
Mstep: Class 14 contains 43720 members 
Mstep: Class 15 contains 142085 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110483 members 
Mstep: Class 20 contains 11641 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51428 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4092 members 
Mstep: Class 27 contains 19298 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131537 members 
Mstep: Class 33 contains 123706 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76447 members 
Mstep: Class 37 contains 38165 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2996 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127399 members 
Mstep: Class 46 contains 1685 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5631 members 
Mstep: Class 49 contains 4740 members 
Mstep: Class 50 contains 5177 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5387 members 
Mstep: Class 59 contains 484 members 
Mstep: Class 60 contains 103969 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6672 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3976 members 
Mstep: Class 67 contains 7263 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1386 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2777 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795552.000000 Penalty: 271255.531250
Iteration 214Q: 77 clusters Score -1.507956e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162100 members 
Mstep: Class 8 contains 18993 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21990 members 
Mstep: Class 14 contains 43721 members 
Mstep: Class 15 contains 142173 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110551 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51428 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4095 members 
Mstep: Class 27 contains 19300 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131413 members 
Mstep: Class 33 contains 123706 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76420 members 
Mstep: Class 37 contains 38166 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2994 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127393 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5627 members 
Mstep: Class 49 contains 4742 members 
Mstep: Class 50 contains 5191 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5385 members 
Mstep: Class 59 contains 485 members 
Mstep: Class 60 contains 103941 members 
Mstep: Class 61 contains 16139 members 
Mstep: Class 62 contains 101721 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 6673 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3975 members 
Mstep: Class 67 contains 7263 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1387 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795632.000000 Penalty: 271255.531250
Iteration 215Q: 77 clusters Score -1.507956e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162100 members 
Mstep: Class 8 contains 19011 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21984 members 
Mstep: Class 14 contains 43722 members 
Mstep: Class 15 contains 142237 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110616 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51428 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 19302 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131302 members 
Mstep: Class 33 contains 123707 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76415 members 
Mstep: Class 37 contains 38166 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127390 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5622 members 
Mstep: Class 49 contains 4743 members 
Mstep: Class 50 contains 5209 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5382 members 
Mstep: Class 59 contains 485 members 
Mstep: Class 60 contains 103903 members 
Mstep: Class 61 contains 16139 members 
Mstep: Class 62 contains 101722 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3976 members 
Mstep: Class 67 contains 7263 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1388 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795696.000000 Penalty: 271255.531250
Iteration 216Q: 77 clusters Score -1.507957e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162099 members 
Mstep: Class 8 contains 19025 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 43722 members 
Mstep: Class 15 contains 142278 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110679 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51426 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 19309 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131232 members 
Mstep: Class 33 contains 123707 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76411 members 
Mstep: Class 37 contains 38165 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127387 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5619 members 
Mstep: Class 49 contains 4745 members 
Mstep: Class 50 contains 5228 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5386 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 103841 members 
Mstep: Class 61 contains 16139 members 
Mstep: Class 62 contains 101721 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3972 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1387 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795904.000000 Penalty: 271255.531250
Iteration 217Q: 77 clusters Score -1.507959e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162098 members 
Mstep: Class 8 contains 19033 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21983 members 
Mstep: Class 14 contains 43723 members 
Mstep: Class 15 contains 142309 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110735 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51427 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 19310 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9164 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 131167 members 
Mstep: Class 33 contains 123708 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76411 members 
Mstep: Class 37 contains 38165 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127385 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5245 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5386 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 103793 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1388 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795888.000000 Penalty: 271255.531250
Iteration 218Q: 77 clusters Score -1.507959e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162097 members 
Mstep: Class 8 contains 19026 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 14 contains 43723 members 
Mstep: Class 15 contains 142351 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110803 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51427 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 19310 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9164 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 131110 members 
Mstep: Class 33 contains 123710 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76407 members 
Mstep: Class 37 contains 38165 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127384 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5265 members 
Mstep: Class 51 contains 17012 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5388 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 103741 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795904.000000 Penalty: 271255.531250
Iteration 219Q: 77 clusters Score -1.507959e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162100 members 
Mstep: Class 8 contains 19028 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21950 members 
Mstep: Class 14 contains 43725 members 
Mstep: Class 15 contains 142385 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110861 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51428 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 19310 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 131048 members 
Mstep: Class 33 contains 123710 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76414 members 
Mstep: Class 37 contains 38166 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127378 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5618 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5281 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5390 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 103701 members 
Mstep: Class 61 contains 16139 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3972 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795856.000000 Penalty: 271255.531250
Iteration 220F: 77 clusters Score -1.507959e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162102 members 
Mstep: Class 8 contains 19042 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21934 members 
Mstep: Class 14 contains 43728 members 
Mstep: Class 15 contains 142449 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110916 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51429 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 19312 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 130966 members 
Mstep: Class 33 contains 123711 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76395 members 
Mstep: Class 37 contains 38166 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33984 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127368 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5300 members 
Mstep: Class 51 contains 17009 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5390 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 103667 members 
Mstep: Class 61 contains 16140 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795824.000000 Penalty: 271255.531250
Iteration 221Q: 77 clusters Score -1.507958e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162104 members 
Mstep: Class 8 contains 19059 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21902 members 
Mstep: Class 14 contains 43733 members 
Mstep: Class 15 contains 142560 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110975 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51430 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 19313 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 130848 members 
Mstep: Class 33 contains 123712 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76359 members 
Mstep: Class 37 contains 38165 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33984 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127358 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5614 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5328 members 
Mstep: Class 51 contains 17009 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5390 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 103641 members 
Mstep: Class 61 contains 16141 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1390 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795920.000000 Penalty: 271255.531250
Iteration 222Q: 77 clusters Score -1.507959e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162107 members 
Mstep: Class 8 contains 19081 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21883 members 
Mstep: Class 14 contains 43738 members 
Mstep: Class 15 contains 142647 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111036 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51433 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 19314 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20370 members 
Mstep: Class 32 contains 130703 members 
Mstep: Class 33 contains 123712 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76355 members 
Mstep: Class 37 contains 38164 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127348 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5342 members 
Mstep: Class 51 contains 17009 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5393 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103616 members 
Mstep: Class 61 contains 16140 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795664.000000 Penalty: 271255.531250
Iteration 223Q: 77 clusters Score -1.507957e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162110 members 
Mstep: Class 8 contains 19077 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 43743 members 
Mstep: Class 15 contains 142806 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111090 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4103 members 
Mstep: Class 27 contains 19315 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 130530 members 
Mstep: Class 33 contains 123712 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76338 members 
Mstep: Class 37 contains 38164 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33983 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127341 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5361 members 
Mstep: Class 51 contains 17009 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5394 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103595 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1398 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795408.000000 Penalty: 271255.531250
Iteration 224Q: 77 clusters Score -1.507954e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162113 members 
Mstep: Class 8 contains 19081 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21827 members 
Mstep: Class 14 contains 43746 members 
Mstep: Class 15 contains 142966 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111142 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51433 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4104 members 
Mstep: Class 27 contains 19318 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 130365 members 
Mstep: Class 33 contains 123711 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76315 members 
Mstep: Class 37 contains 38164 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127332 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5614 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5389 members 
Mstep: Class 51 contains 17009 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1386 members 
Mstep: Class 58 contains 5394 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 103568 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1398 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1142 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795616.000000 Penalty: 271255.531250
Iteration 225Q: 77 clusters Score -1.507956e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162116 members 
Mstep: Class 8 contains 19070 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21813 members 
Mstep: Class 14 contains 43752 members 
Mstep: Class 15 contains 143110 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111187 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51432 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 19317 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20369 members 
Mstep: Class 32 contains 130210 members 
Mstep: Class 33 contains 123714 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76318 members 
Mstep: Class 37 contains 38164 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127321 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5412 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1386 members 
Mstep: Class 58 contains 5396 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103524 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1400 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795472.000000 Penalty: 271255.531250
Iteration 226Q: 77 clusters Score -1.507955e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162117 members 
Mstep: Class 8 contains 19067 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21788 members 
Mstep: Class 14 contains 43756 members 
Mstep: Class 15 contains 143270 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111234 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51433 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 19317 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 130023 members 
Mstep: Class 33 contains 123714 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76338 members 
Mstep: Class 37 contains 38164 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127314 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5613 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5435 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1386 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103489 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1401 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795456.000000 Penalty: 271255.531250
Iteration 227Q: 77 clusters Score -1.507955e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162117 members 
Mstep: Class 8 contains 19058 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21759 members 
Mstep: Class 14 contains 43760 members 
Mstep: Class 15 contains 143427 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111264 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51435 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 19318 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129859 members 
Mstep: Class 33 contains 123715 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76364 members 
Mstep: Class 37 contains 38164 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127306 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5617 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5461 members 
Mstep: Class 51 contains 17010 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103444 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3972 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1402 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795504.000000 Penalty: 271255.531250
Iteration 228Q: 77 clusters Score -1.507955e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162117 members 
Mstep: Class 8 contains 19055 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21745 members 
Mstep: Class 14 contains 43764 members 
Mstep: Class 15 contains 143546 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111301 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51436 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 19319 members 
Mstep: Class 28 contains 3729 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129736 members 
Mstep: Class 33 contains 123716 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76382 members 
Mstep: Class 37 contains 38161 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127301 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5615 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5485 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5397 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103390 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3973 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1401 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2778 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795232.000000 Penalty: 271255.531250
Iteration 229Q: 77 clusters Score -1.507952e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162118 members 
Mstep: Class 8 contains 19032 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21740 members 
Mstep: Class 14 contains 43766 members 
Mstep: Class 15 contains 143657 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111347 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4105 members 
Mstep: Class 27 contains 19319 members 
Mstep: Class 28 contains 3730 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129618 members 
Mstep: Class 33 contains 123716 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76400 members 
Mstep: Class 37 contains 38161 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127297 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5494 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5395 members 
Mstep: Class 59 contains 487 members 
Mstep: Class 60 contains 103357 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 890 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1402 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795264.000000 Penalty: 271255.531250
Iteration 230Q: 77 clusters Score -1.507953e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162118 members 
Mstep: Class 8 contains 19014 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21739 members 
Mstep: Class 14 contains 43767 members 
Mstep: Class 15 contains 143774 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111404 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 19321 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129482 members 
Mstep: Class 33 contains 123715 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76427 members 
Mstep: Class 37 contains 38161 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127295 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5610 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5507 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1386 members 
Mstep: Class 58 contains 5395 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 103297 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 890 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1400 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795392.000000 Penalty: 271255.531250
Iteration 231Q: 77 clusters Score -1.507954e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162117 members 
Mstep: Class 8 contains 19005 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 43767 members 
Mstep: Class 15 contains 143902 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111434 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 19325 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129358 members 
Mstep: Class 33 contains 123716 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76445 members 
Mstep: Class 37 contains 38158 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2538 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127295 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5609 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5526 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5394 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 103248 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1402 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795232.000000 Penalty: 271255.531250
Iteration 232Q: 77 clusters Score -1.507952e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 162116 members 
Mstep: Class 8 contains 18983 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21721 members 
Mstep: Class 14 contains 43767 members 
Mstep: Class 15 contains 144018 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111461 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 19330 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129257 members 
Mstep: Class 33 contains 123716 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76447 members 
Mstep: Class 37 contains 38157 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2536 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127294 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5611 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5540 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5396 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 103206 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1403 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795376.000000 Penalty: 271255.531250
Iteration 233Q: 77 clusters Score -1.507954e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162117 members 
Mstep: Class 8 contains 18962 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21719 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 144058 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111487 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4117 members 
Mstep: Class 27 contains 19331 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129218 members 
Mstep: Class 33 contains 123716 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76454 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2535 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127292 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5611 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5565 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 103165 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1401 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795360.000000 Penalty: 271255.531250
Iteration 234Q: 77 clusters Score -1.507954e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162118 members 
Mstep: Class 8 contains 18941 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21729 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 144159 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111508 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4119 members 
Mstep: Class 27 contains 19333 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129113 members 
Mstep: Class 33 contains 123717 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76469 members 
Mstep: Class 37 contains 38155 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2535 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127288 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5608 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5576 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5399 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 103131 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 888 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3971 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1403 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795216.000000 Penalty: 271255.531250
Iteration 235Q: 77 clusters Score -1.507952e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162119 members 
Mstep: Class 8 contains 18917 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21731 members 
Mstep: Class 14 contains 43769 members 
Mstep: Class 15 contains 144243 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111546 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4122 members 
Mstep: Class 27 contains 19335 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 129013 members 
Mstep: Class 33 contains 123718 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76483 members 
Mstep: Class 37 contains 38155 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2535 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127283 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5602 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5590 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 103102 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 888 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3970 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1406 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1143 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795296.000000 Penalty: 271255.531250
Iteration 236Q: 77 clusters Score -1.507953e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 18896 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21728 members 
Mstep: Class 14 contains 43771 members 
Mstep: Class 15 contains 144328 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111562 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51437 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 19338 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128934 members 
Mstep: Class 33 contains 123719 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76505 members 
Mstep: Class 37 contains 38155 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2535 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127277 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5602 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5605 members 
Mstep: Class 51 contains 17011 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1386 members 
Mstep: Class 58 contains 5402 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 103063 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 888 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3968 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1409 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795216.000000 Penalty: 271255.531250
Iteration 237Q: 77 clusters Score -1.507952e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162122 members 
Mstep: Class 8 contains 18887 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21734 members 
Mstep: Class 14 contains 43771 members 
Mstep: Class 15 contains 144393 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111570 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51438 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 19339 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128844 members 
Mstep: Class 33 contains 123721 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76531 members 
Mstep: Class 37 contains 38155 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33987 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127271 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5614 members 
Mstep: Class 51 contains 17012 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 103046 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3969 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795184.000000 Penalty: 271255.531250
Iteration 238Q: 77 clusters Score -1.507952e+08 nChanged 917
Entering ConstructFrom: 
Score: -150795184.000000 Penalty: 271255.531250
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -156716.375000 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156716.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -157176.546875 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157176.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -157317.062500 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157317.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -157409.828125 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -157409.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -157490.937500 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157490.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -157558.359375 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157558.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157635.125000 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157635.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -157705.796875 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -157705.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -157761.046875 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -157761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -157791.796875 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -157791.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -157820.156250 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -157820.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -157837.125000 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -157837.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -157853.546875 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -157853.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -157869.796875 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -157869.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -157879.078125 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -157879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -157889.078125 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -157889.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -157897.578125 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -157897.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -157906.812500 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -157906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -157912.500000 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -157912.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -157918.593750 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -157918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -157926.062500 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -157926.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -157931.375000 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -157931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -157935.109375 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -157935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -157937.984375 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -157938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -157940.109375 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -157940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -157940.921875 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -157940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157942.656250 Penalty: 3812.108887
	Iteration 26Q: 3 clusters Score -157942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -157944.312500 Penalty: 3812.108887
	Iteration 27Q: 3 clusters Score -157944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -157945.859375 Penalty: 3812.108887
	Iteration 28Q: 3 clusters Score -157945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -157947.093750 Penalty: 3812.108887
	Iteration 29Q: 3 clusters Score -157947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -157948.687500 Penalty: 3812.108887
	Iteration 30Q: 3 clusters Score -157948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -157954.468750 Penalty: 3812.108887
	Iteration 31Q: 3 clusters Score -157954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157961.531250 Penalty: 3812.108887
	Iteration 32Q: 3 clusters Score -157961.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -157967.531250 Penalty: 3812.108887
	Iteration 33Q: 3 clusters Score -157967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -157976.796875 Penalty: 3812.108887
	Iteration 34Q: 3 clusters Score -157976.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -157987.703125 Penalty: 3812.108887
	Iteration 35Q: 3 clusters Score -157987.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -157992.937500 Penalty: 3812.108887
	Iteration 36Q: 3 clusters Score -157992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -157998.656250 Penalty: 3812.108887
	Iteration 37Q: 3 clusters Score -157998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -158001.609375 Penalty: 3812.108887
	Iteration 38Q: 3 clusters Score -158001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -158008.421875 Penalty: 3812.108887
	Iteration 39Q: 3 clusters Score -158008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158012.140625 Penalty: 3812.108887
	Iteration 40F: 3 clusters Score -158012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -158016.546875 Penalty: 3812.108887
	Iteration 41Q: 3 clusters Score -158016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -158018.390625 Penalty: 3812.108887
	Iteration 42Q: 3 clusters Score -158018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158020.562500 Penalty: 3812.108887
	Iteration 43Q: 3 clusters Score -158020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158025.437500 Penalty: 3812.108887
	Iteration 44Q: 3 clusters Score -158025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -158028.078125 Penalty: 3812.108887
	Iteration 45Q: 3 clusters Score -158028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -158032.062500 Penalty: 3812.108887
	Iteration 46Q: 3 clusters Score -158032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -158034.312500 Penalty: 3812.108887
	Iteration 47Q: 3 clusters Score -158034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -158034.312500 Penalty: 3812.108887
	Iteration 48F: 3 clusters Score -158034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -595715.312500 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595715.3 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -597410.250000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597410.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -597657.312500 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597657.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -597804.000000 Penalty: 4438.434082
	Iteration 3Q: 3 clusters Score -597804 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -597924.687500 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -597924.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -598034.687500 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -598034.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -598162.187500 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598162.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -598310.250000 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598310.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -598474.625000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598474.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -598652.687500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598652.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -598850.562500 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598850.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -599055.125000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -599055.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -599231.062500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -599231.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -599383.062500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -599383.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -599506.500000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -599506.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -599614.500000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -599614.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -599700.250000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -599700.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -599760.000000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -599760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -599804.875000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -599804.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -599842.312500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -599842.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -599866.125000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -599866.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -599884.375000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -599884.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -599906.312500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -599906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -599927.250000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -599927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -599943.812500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -599943.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -599957.312500 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -599957.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -599968.562500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -599968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -599983.250000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -599983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -599992.437500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -599992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -600005.875000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -600005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -600017.375000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -600017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -600027.187500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -600027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -600033.812500 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -600033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -600039.312500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -600039.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -600042.500000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -600042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -600051.250000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -600051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -600058.687500 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -600058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -600066.937500 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -600066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -600074.812500 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -600074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -600091.250000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -600091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -600098.562500 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -600098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -600101.750000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -600101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -600104.437500 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -600104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -600106.562500 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -600106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -600106.562500 Penalty: 4438.434082
	Iteration 44F: 3 clusters Score -600106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -81330.781250 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81330.78 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -81777.140625 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -81777.14 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -81967.453125 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -81967.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82053.929688 Penalty: 3591.006592
	Iteration 3Q: 3 clusters Score -82053.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -82121.078125 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -82121.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82179.500000 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -82179.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82241.796875 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -82241.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82304.539062 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -82304.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82375.710938 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -82375.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -82409.750000 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -82409.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82443.945312 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -82443.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -82476.148438 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -82476.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -82499.164062 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -82499.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82524.234375 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -82524.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -82538.632812 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -82538.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -82546.257812 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -82546.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82552.367188 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -82552.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82556.898438 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -82556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82560.312500 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -82560.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82568.171875 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -82568.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82579.695312 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -82579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -82589.468750 Penalty: 3591.006592
	Iteration 21Q: 3 clusters Score -82589.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -82596.578125 Penalty: 3591.006592
	Iteration 22Q: 3 clusters Score -82596.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -82609.406250 Penalty: 3591.006592
	Iteration 23Q: 3 clusters Score -82609.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -82633.265625 Penalty: 3591.006592
	Iteration 24Q: 3 clusters Score -82633.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -82651.335938 Penalty: 3591.006592
	Iteration 25Q: 3 clusters Score -82651.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -82660.140625 Penalty: 3591.006592
	Iteration 26Q: 3 clusters Score -82660.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -82674.414062 Penalty: 3591.006592
	Iteration 27Q: 3 clusters Score -82674.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82687.570312 Penalty: 3591.006592
	Iteration 28Q: 3 clusters Score -82687.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -82698.367188 Penalty: 3591.006592
	Iteration 29Q: 3 clusters Score -82698.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -82702.125000 Penalty: 3591.006592
	Iteration 30Q: 3 clusters Score -82702.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -82705.906250 Penalty: 3591.006592
	Iteration 31Q: 3 clusters Score -82705.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -82705.906250 Penalty: 3591.006592
	Iteration 32F: 3 clusters Score -82705.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -446055.343750 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446055.3 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -447384.406250 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447384.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -447712.218750 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447712.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -447981.750000 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -447981.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -448230.156250 Penalty: 4310.141602
	Iteration 4F: 3 clusters Score -448230.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -448456.687500 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -448456.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -448692.843750 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -448692.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -448900.031250 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -448900 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -449086.187500 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -449086.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -449337.406250 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -449337.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -449633.562500 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -449633.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -449917.468750 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -449917.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -450138.281250 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -450138.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -450281.812500 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -450281.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -450378.406250 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -450378.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -450440.218750 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -450440.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -450467.218750 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -450467.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -450487.843750 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -450487.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -450502.500000 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -450502.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -450517.093750 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -450517.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -450527.187500 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -450527.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -450534.656250 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -450534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -450539.500000 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -450539.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -450544.250000 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -450544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -450546.687500 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -450546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -450548.000000 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -450548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -450549.468750 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -450549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -450550.250000 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -450550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -450550.468750 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -450550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -450550.562500 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -450550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -450550.562500 Penalty: 4310.141602
	Iteration 30F: 3 clusters Score -450550.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -100096.140625 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100096.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -100453.921875 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100453.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -100570.070312 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100570.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -100644.296875 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100644.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -100689.632812 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -100712.476562 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100712.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -100734.218750 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100734.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -100749.453125 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -100762.921875 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -100768.343750 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100768.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -100773.148438 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -100776.867188 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -100787.328125 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -100794.015625 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -100794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -100800.445312 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -100800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -100812.437500 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -100812.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -100818.312500 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -100818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -100820.960938 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -100821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -100824.476562 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -100824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -100829.375000 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -100829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -100832.921875 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -100832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -100836.078125 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -100836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -100837.929688 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -100837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -100840.031250 Penalty: 3588.151855
	Iteration 23Q: 3 clusters Score -100840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -100844.476562 Penalty: 3588.151855
	Iteration 24Q: 3 clusters Score -100844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -100850.546875 Penalty: 3588.151855
	Iteration 25Q: 3 clusters Score -100850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -100852.132812 Penalty: 3588.151855
	Iteration 26Q: 3 clusters Score -100852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -100855.289062 Penalty: 3588.151855
	Iteration 27Q: 3 clusters Score -100855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -100859.867188 Penalty: 3588.151855
	Iteration 28Q: 3 clusters Score -100859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -100864.398438 Penalty: 3588.151855
	Iteration 29Q: 3 clusters Score -100864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -100868.593750 Penalty: 3588.151855
	Iteration 30Q: 3 clusters Score -100868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100874.992188 Penalty: 3588.151855
	Iteration 31Q: 3 clusters Score -100875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -100881.171875 Penalty: 3588.151855
	Iteration 32Q: 3 clusters Score -100881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -100891.640625 Penalty: 3588.151855
	Iteration 33Q: 3 clusters Score -100891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -100906.578125 Penalty: 3588.151855
	Iteration 34Q: 3 clusters Score -100906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100919.250000 Penalty: 3588.151855
	Iteration 35Q: 3 clusters Score -100919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -100930.929688 Penalty: 3588.151855
	Iteration 36Q: 3 clusters Score -100930.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100946.210938 Penalty: 3588.151855
	Iteration 37Q: 3 clusters Score -100946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100956.664062 Penalty: 3588.151855
	Iteration 38Q: 3 clusters Score -100956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -100961.593750 Penalty: 3588.151855
	Iteration 39Q: 3 clusters Score -100961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100964.953125 Penalty: 3588.151855
	Iteration 40F: 3 clusters Score -100965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100966.992188 Penalty: 3588.151855
	Iteration 41Q: 3 clusters Score -100967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -100969.078125 Penalty: 3588.151855
	Iteration 42Q: 3 clusters Score -100969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -100969.679688 Penalty: 3588.151855
	Iteration 43Q: 3 clusters Score -100969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -100969.679688 Penalty: 3588.151855
	Iteration 44F: 3 clusters Score -100969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54504.578125 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54504.58 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54820.472656 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54820.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54938.785156 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -54938.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55002.066406 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -55002.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55041.457031 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55041.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55063.925781 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55063.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -55076.367188 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55076.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -55083.082031 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55083.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55090.000000 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55090.000000 Penalty: 3356.602051
	Iteration 9F: 3 clusters Score -55090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162121 members 
Entering Unmasked Estep 
Score: -13363793.000000 Penalty: 2975.032471
	Iteration 0F: 2 clusters Score -1.336379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -13255171.000000 Penalty: 5950.064941
	Iteration 0F: 3 clusters Score -1.325517e+07 nChanged 77576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -13300880.000000 Penalty: 5950.064941
	Iteration 1F: 3 clusters Score -1.330088e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -13303253.000000 Penalty: 5950.064941
	Iteration 2Q: 3 clusters Score -1.330325e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -13307456.000000 Penalty: 5950.064941
	Iteration 3F: 3 clusters Score -1.330746e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -13315299.000000 Penalty: 5950.064941
	Iteration 4F: 3 clusters Score -1.33153e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125618 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -13327386.000000 Penalty: 5950.064941
	Iteration 5F: 3 clusters Score -1.332739e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139234 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -13340607.000000 Penalty: 5950.064941
	Iteration 6F: 3 clusters Score -1.334061e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -13350384.000000 Penalty: 5950.064941
	Iteration 7F: 3 clusters Score -1.335038e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -13356019.000000 Penalty: 5950.064941
	Iteration 8Q: 3 clusters Score -1.335602e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -13358813.000000 Penalty: 5950.064941
	Iteration 9Q: 3 clusters Score -1.335881e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -13360046.000000 Penalty: 5950.064941
	Iteration 10Q: 3 clusters Score -1.336005e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13360575.000000 Penalty: 5950.064941
	Iteration 11Q: 3 clusters Score -1.336058e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13360867.000000 Penalty: 5950.064941
	Iteration 12Q: 3 clusters Score -1.336087e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13360958.000000 Penalty: 5950.064941
	Iteration 13Q: 3 clusters Score -1.336096e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13361043.000000 Penalty: 5950.064941
	Iteration 14Q: 3 clusters Score -1.336104e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13361053.000000 Penalty: 5950.064941
	Iteration 15Q: 3 clusters Score -1.336105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13361067.000000 Penalty: 5950.064941
	Iteration 16Q: 3 clusters Score -1.336107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13361083.000000 Penalty: 5950.064941
	Iteration 17Q: 3 clusters Score -1.336108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -13361112.000000 Penalty: 5950.064941
	Iteration 18Q: 3 clusters Score -1.336111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161637 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13361108.000000 Penalty: 5950.064941
	Iteration 19Q: 3 clusters Score -1.336111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161649 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13361134.000000 Penalty: 5950.064941
	Iteration 20F: 3 clusters Score -1.336113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161653 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13361133.000000 Penalty: 5950.064941
	Iteration 21Q: 3 clusters Score -1.336113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13361155.000000 Penalty: 5950.064941
	Iteration 22Q: 3 clusters Score -1.336116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161655 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13361146.000000 Penalty: 5950.064941
	Iteration 23Q: 3 clusters Score -1.336115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161658 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13361160.000000 Penalty: 5950.064941
	Iteration 24Q: 3 clusters Score -1.336116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13361167.000000 Penalty: 5950.064941
	Iteration 25Q: 3 clusters Score -1.336117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13361177.000000 Penalty: 5950.064941
	Iteration 26Q: 3 clusters Score -1.336118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161662 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13361170.000000 Penalty: 5950.064941
	Iteration 27Q: 3 clusters Score -1.336117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -13361181.000000 Penalty: 5950.064941
	Iteration 28Q: 3 clusters Score -1.336118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13361193.000000 Penalty: 5950.064941
	Iteration 29Q: 3 clusters Score -1.336119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161667 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13361186.000000 Penalty: 5950.064941
	Iteration 30Q: 3 clusters Score -1.336119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161669 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13361204.000000 Penalty: 5950.064941
	Iteration 31Q: 3 clusters Score -1.33612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -13361206.000000 Penalty: 5950.064941
	Iteration 32Q: 3 clusters Score -1.336121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13361197.000000 Penalty: 5950.064941
	Iteration 33Q: 3 clusters Score -1.33612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13361209.000000 Penalty: 5950.064941
	Iteration 34Q: 3 clusters Score -1.336121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13361212.000000 Penalty: 5950.064941
	Iteration 35Q: 3 clusters Score -1.336121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13361218.000000 Penalty: 5950.064941
	Iteration 36Q: 3 clusters Score -1.336122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13361217.000000 Penalty: 5950.064941
	Iteration 37Q: 3 clusters Score -1.336122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161676 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13361217.000000 Penalty: 5950.064941
	Iteration 38Q: 3 clusters Score -1.336122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13361217.000000 Penalty: 5950.064941
	Iteration 39Q: 3 clusters Score -1.336122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13361223.000000 Penalty: 5950.064941
	Iteration 40F: 3 clusters Score -1.336122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Entering Unmasked Estep 
Score: -1751596.875000 Penalty: 2441.641357
	Iteration 0F: 2 clusters Score -1751597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1738321.500000 Penalty: 4883.282715
	Iteration 0F: 3 clusters Score -1738322 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1743051.125000 Penalty: 4883.282715
	Iteration 1F: 3 clusters Score -1743051 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1743601.875000 Penalty: 4883.282715
	Iteration 2F: 3 clusters Score -1743602 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1744094.500000 Penalty: 4883.282715
	Iteration 3F: 3 clusters Score -1744094 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1744599.500000 Penalty: 4883.282715
	Iteration 4Q: 3 clusters Score -1744600 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1745095.625000 Penalty: 4883.282715
	Iteration 5Q: 3 clusters Score -1745096 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1745533.375000 Penalty: 4883.282715
	Iteration 6Q: 3 clusters Score -1745533 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1745917.375000 Penalty: 4883.282715
	Iteration 7Q: 3 clusters Score -1745917 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1746237.375000 Penalty: 4883.282715
	Iteration 8Q: 3 clusters Score -1746237 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1746602.750000 Penalty: 4883.282715
	Iteration 9Q: 3 clusters Score -1746603 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1746931.500000 Penalty: 4883.282715
	Iteration 10Q: 3 clusters Score -1746932 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1747222.625000 Penalty: 4883.282715
	Iteration 11Q: 3 clusters Score -1747223 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1747538.625000 Penalty: 4883.282715
	Iteration 12Q: 3 clusters Score -1747539 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1747862.875000 Penalty: 4883.282715
	Iteration 13Q: 3 clusters Score -1747863 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1748162.375000 Penalty: 4883.282715
	Iteration 14Q: 3 clusters Score -1748162 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1748423.000000 Penalty: 4883.282715
	Iteration 15Q: 3 clusters Score -1748423 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1748631.375000 Penalty: 4883.282715
	Iteration 16Q: 3 clusters Score -1748631 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1748779.875000 Penalty: 4883.282715
	Iteration 17Q: 3 clusters Score -1748780 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1748893.875000 Penalty: 4883.282715
	Iteration 18Q: 3 clusters Score -1748894 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1748992.500000 Penalty: 4883.282715
	Iteration 19Q: 3 clusters Score -1748992 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1749058.250000 Penalty: 4883.282715
	Iteration 20F: 3 clusters Score -1749058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1749112.375000 Penalty: 4883.282715
	Iteration 21Q: 3 clusters Score -1749112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1749162.625000 Penalty: 4883.282715
	Iteration 22Q: 3 clusters Score -1749163 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1749200.000000 Penalty: 4883.282715
	Iteration 23Q: 3 clusters Score -1749200 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1749240.875000 Penalty: 4883.282715
	Iteration 24Q: 3 clusters Score -1749241 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1749275.750000 Penalty: 4883.282715
	Iteration 25Q: 3 clusters Score -1749276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1749295.500000 Penalty: 4883.282715
	Iteration 26Q: 3 clusters Score -1749296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1749317.000000 Penalty: 4883.282715
	Iteration 27Q: 3 clusters Score -1749317 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1749331.000000 Penalty: 4883.282715
	Iteration 28Q: 3 clusters Score -1749331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1749357.625000 Penalty: 4883.282715
	Iteration 29Q: 3 clusters Score -1749358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1749365.625000 Penalty: 4883.282715
	Iteration 30Q: 3 clusters Score -1749366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1749372.500000 Penalty: 4883.282715
	Iteration 31Q: 3 clusters Score -1749372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1749389.500000 Penalty: 4883.282715
	Iteration 32Q: 3 clusters Score -1749390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1749394.875000 Penalty: 4883.282715
	Iteration 33Q: 3 clusters Score -1749395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1749408.125000 Penalty: 4883.282715
	Iteration 34Q: 3 clusters Score -1749408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1749413.500000 Penalty: 4883.282715
	Iteration 35Q: 3 clusters Score -1749414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1749425.375000 Penalty: 4883.282715
	Iteration 36Q: 3 clusters Score -1749425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1749428.000000 Penalty: 4883.282715
	Iteration 37Q: 3 clusters Score -1749428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1749436.375000 Penalty: 4883.282715
	Iteration 38Q: 3 clusters Score -1749436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1749444.375000 Penalty: 4883.282715
	Iteration 39Q: 3 clusters Score -1749444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1749449.750000 Penalty: 4883.282715
	Iteration 40F: 3 clusters Score -1749450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1749451.125000 Penalty: 4883.282715
	Iteration 41Q: 3 clusters Score -1749451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1749457.250000 Penalty: 4883.282715
	Iteration 42Q: 3 clusters Score -1749457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1749464.375000 Penalty: 4883.282715
	Iteration 43Q: 3 clusters Score -1749464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1749473.750000 Penalty: 4883.282715
	Iteration 44Q: 3 clusters Score -1749474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1749473.250000 Penalty: 4883.282715
	Iteration 45Q: 3 clusters Score -1749473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1749474.875000 Penalty: 4883.282715
	Iteration 46Q: 3 clusters Score -1749475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1749484.375000 Penalty: 4883.282715
	Iteration 47Q: 3 clusters Score -1749484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1749488.500000 Penalty: 4883.282715
	Iteration 48Q: 3 clusters Score -1749488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1749495.625000 Penalty: 4883.282715
	Iteration 49Q: 3 clusters Score -1749496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1749500.375000 Penalty: 4883.282715
	Iteration 50Q: 3 clusters Score -1749500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1749503.625000 Penalty: 4883.282715
	Iteration 51Q: 3 clusters Score -1749504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1749505.625000 Penalty: 4883.282715
	Iteration 52Q: 3 clusters Score -1749506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1749508.375000 Penalty: 4883.282715
	Iteration 53Q: 3 clusters Score -1749508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1749512.125000 Penalty: 4883.282715
	Iteration 54Q: 3 clusters Score -1749512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1749521.500000 Penalty: 4883.282715
	Iteration 55Q: 3 clusters Score -1749522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1749530.250000 Penalty: 4883.282715
	Iteration 56Q: 3 clusters Score -1749530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1749537.625000 Penalty: 4883.282715
	Iteration 57Q: 3 clusters Score -1749538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1749540.625000 Penalty: 4883.282715
	Iteration 58Q: 3 clusters Score -1749541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1749549.625000 Penalty: 4883.282715
	Iteration 59Q: 3 clusters Score -1749550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1749556.375000 Penalty: 4883.282715
	Iteration 60F: 3 clusters Score -1749556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1749556.000000 Penalty: 4883.282715
	Iteration 61Q: 3 clusters Score -1749556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1749560.250000 Penalty: 4883.282715
	Iteration 62Q: 3 clusters Score -1749560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1749569.875000 Penalty: 4883.282715
	Iteration 63Q: 3 clusters Score -1749570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1749574.375000 Penalty: 4883.282715
	Iteration 64Q: 3 clusters Score -1749574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1749581.000000 Penalty: 4883.282715
	Iteration 65Q: 3 clusters Score -1749581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1749584.625000 Penalty: 4883.282715
	Iteration 66Q: 3 clusters Score -1749585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1749588.375000 Penalty: 4883.282715
	Iteration 67Q: 3 clusters Score -1749588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1749590.750000 Penalty: 4883.282715
	Iteration 68Q: 3 clusters Score -1749591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1749598.250000 Penalty: 4883.282715
	Iteration 69Q: 3 clusters Score -1749598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1749604.250000 Penalty: 4883.282715
	Iteration 70Q: 3 clusters Score -1749604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1749610.125000 Penalty: 4883.282715
	Iteration 71Q: 3 clusters Score -1749610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1749614.750000 Penalty: 4883.282715
	Iteration 72Q: 3 clusters Score -1749615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1749621.000000 Penalty: 4883.282715
	Iteration 73Q: 3 clusters Score -1749621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1749624.500000 Penalty: 4883.282715
	Iteration 74Q: 3 clusters Score -1749624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1749633.875000 Penalty: 4883.282715
	Iteration 75Q: 3 clusters Score -1749634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1749642.875000 Penalty: 4883.282715
	Iteration 76Q: 3 clusters Score -1749643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1749647.625000 Penalty: 4883.282715
	Iteration 77Q: 3 clusters Score -1749648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1749656.750000 Penalty: 4883.282715
	Iteration 78Q: 3 clusters Score -1749657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1749665.875000 Penalty: 4883.282715
	Iteration 79Q: 3 clusters Score -1749666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1749670.000000 Penalty: 4883.282715
	Iteration 80F: 3 clusters Score -1749670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1749672.875000 Penalty: 4883.282715
	Iteration 81Q: 3 clusters Score -1749673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1749675.125000 Penalty: 4883.282715
	Iteration 82Q: 3 clusters Score -1749675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1749681.625000 Penalty: 4883.282715
	Iteration 83Q: 3 clusters Score -1749682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1749689.500000 Penalty: 4883.282715
	Iteration 84Q: 3 clusters Score -1749690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1749701.500000 Penalty: 4883.282715
	Iteration 85Q: 3 clusters Score -1749702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1749712.500000 Penalty: 4883.282715
	Iteration 86Q: 3 clusters Score -1749712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1749714.125000 Penalty: 4883.282715
	Iteration 87Q: 3 clusters Score -1749714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1749719.125000 Penalty: 4883.282715
	Iteration 88Q: 3 clusters Score -1749719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1749718.875000 Penalty: 4883.282715
	Iteration 89Q: 3 clusters Score -1749719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1749720.125000 Penalty: 4883.282715
	Iteration 90Q: 3 clusters Score -1749720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1749724.125000 Penalty: 4883.282715
	Iteration 91Q: 3 clusters Score -1749724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1749723.500000 Penalty: 4883.282715
	Iteration 92Q: 3 clusters Score -1749724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1749726.375000 Penalty: 4883.282715
	Iteration 93Q: 3 clusters Score -1749726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1749726.500000 Penalty: 4883.282715
	Iteration 94Q: 3 clusters Score -1749726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1749734.750000 Penalty: 4883.282715
	Iteration 95Q: 3 clusters Score -1749735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1749735.000000 Penalty: 4883.282715
	Iteration 96Q: 3 clusters Score -1749735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1749738.375000 Penalty: 4883.282715
	Iteration 97Q: 3 clusters Score -1749738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1749743.875000 Penalty: 4883.282715
	Iteration 98Q: 3 clusters Score -1749744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1749746.625000 Penalty: 4883.282715
	Iteration 99Q: 3 clusters Score -1749747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1749750.875000 Penalty: 4883.282715
	Iteration 100F: 3 clusters Score -1749751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1749755.125000 Penalty: 4883.282715
	Iteration 101Q: 3 clusters Score -1749755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1749760.000000 Penalty: 4883.282715
	Iteration 102Q: 3 clusters Score -1749760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1749762.750000 Penalty: 4883.282715
	Iteration 103Q: 3 clusters Score -1749763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1749762.750000 Penalty: 4883.282715
	Iteration 104Q: 3 clusters Score -1749763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1749766.625000 Penalty: 4883.282715
	Iteration 105Q: 3 clusters Score -1749767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1749774.000000 Penalty: 4883.282715
	Iteration 106Q: 3 clusters Score -1749774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1749777.125000 Penalty: 4883.282715
	Iteration 107Q: 3 clusters Score -1749777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1749779.375000 Penalty: 4883.282715
	Iteration 108Q: 3 clusters Score -1749779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1749786.750000 Penalty: 4883.282715
	Iteration 109Q: 3 clusters Score -1749787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1749794.625000 Penalty: 4883.282715
	Iteration 110Q: 3 clusters Score -1749795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1749795.625000 Penalty: 4883.282715
	Iteration 111Q: 3 clusters Score -1749796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1749797.250000 Penalty: 4883.282715
	Iteration 112Q: 3 clusters Score -1749797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1749801.375000 Penalty: 4883.282715
	Iteration 113Q: 3 clusters Score -1749801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1749802.750000 Penalty: 4883.282715
	Iteration 114Q: 3 clusters Score -1749803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1749807.250000 Penalty: 4883.282715
	Iteration 115Q: 3 clusters Score -1749807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1749805.625000 Penalty: 4883.282715
	Iteration 116Q: 3 clusters Score -1749806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1749806.875000 Penalty: 4883.282715
	Iteration 117Q: 3 clusters Score -1749807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1749813.875000 Penalty: 4883.282715
	Iteration 118Q: 3 clusters Score -1749814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1749813.000000 Penalty: 4883.282715
	Iteration 119Q: 3 clusters Score -1749813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1749820.000000 Penalty: 4883.282715
	Iteration 120F: 3 clusters Score -1749820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1749820.000000 Penalty: 4883.282715
	Iteration 121Q: 3 clusters Score -1749820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1749821.500000 Penalty: 4883.282715
	Iteration 122Q: 3 clusters Score -1749822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1749824.750000 Penalty: 4883.282715
	Iteration 123Q: 3 clusters Score -1749825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1749825.750000 Penalty: 4883.282715
	Iteration 124Q: 3 clusters Score -1749826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1749826.625000 Penalty: 4883.282715
	Iteration 125Q: 3 clusters Score -1749827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1749829.750000 Penalty: 4883.282715
	Iteration 126Q: 3 clusters Score -1749830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1749833.375000 Penalty: 4883.282715
	Iteration 127Q: 3 clusters Score -1749833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1749833.000000 Penalty: 4883.282715
	Iteration 128Q: 3 clusters Score -1749833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1749835.250000 Penalty: 4883.282715
	Iteration 129Q: 3 clusters Score -1749835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1749838.000000 Penalty: 4883.282715
	Iteration 130Q: 3 clusters Score -1749838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1749841.500000 Penalty: 4883.282715
	Iteration 131Q: 3 clusters Score -1749842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1749841.125000 Penalty: 4883.282715
	Iteration 132Q: 3 clusters Score -1749841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1749842.625000 Penalty: 4883.282715
	Iteration 133Q: 3 clusters Score -1749843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1749839.625000 Penalty: 4883.282715
	Iteration 134Q: 3 clusters Score -1749840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1749842.000000 Penalty: 4883.282715
	Iteration 135Q: 3 clusters Score -1749842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1749841.875000 Penalty: 4883.282715
	Iteration 136Q: 3 clusters Score -1749842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1749842.875000 Penalty: 4883.282715
	Iteration 137Q: 3 clusters Score -1749843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1749841.750000 Penalty: 4883.282715
	Iteration 138Q: 3 clusters Score -1749842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1749841.750000 Penalty: 4883.282715
	Iteration 139F: 3 clusters Score -1749842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -240625.828125 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240625.8 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -241595.062500 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -241595.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -241882.578125 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -241882.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -242138.359375 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -242138.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -242476.468750 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -242476.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -242742.125000 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -242742.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -242912.375000 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -242912.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -243020.937500 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -243020.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -243097.859375 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243097.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -243156.968750 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -243211.218750 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243211.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -243281.421875 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -243281.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -243324.218750 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -243324.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -243362.703125 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -243362.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -243398.515625 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -243398.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -243427.343750 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -243427.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -243457.640625 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -243457.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -243493.234375 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -243493.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -243542.140625 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -243542.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -243597.250000 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -243597.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -243648.671875 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -243648.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -243687.812500 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -243687.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -243718.593750 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -243718.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -243745.421875 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -243745.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -243769.453125 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -243769.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -243790.812500 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -243790.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -243807.765625 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -243807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -243815.703125 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -243815.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -243820.562500 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -243820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -243822.953125 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -243823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -243825.218750 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -243825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -243826.625000 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -243826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -243828.484375 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -243828.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -243831.671875 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -243831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -243835.578125 Penalty: 4098.868652
	Iteration 34Q: 3 clusters Score -243835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -243838.781250 Penalty: 4098.868652
	Iteration 35Q: 3 clusters Score -243838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -243840.640625 Penalty: 4098.868652
	Iteration 36Q: 3 clusters Score -243840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -243842.234375 Penalty: 4098.868652
	Iteration 37Q: 3 clusters Score -243842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -243844.062500 Penalty: 4098.868652
	Iteration 38Q: 3 clusters Score -243844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -243845.687500 Penalty: 4098.868652
	Iteration 39Q: 3 clusters Score -243845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -243846.703125 Penalty: 4098.868652
	Iteration 40F: 3 clusters Score -243846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -243848.515625 Penalty: 4098.868652
	Iteration 41Q: 3 clusters Score -243848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -243854.656250 Penalty: 4098.868652
	Iteration 42Q: 3 clusters Score -243854.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -243860.656250 Penalty: 4098.868652
	Iteration 43Q: 3 clusters Score -243860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -243866.875000 Penalty: 4098.868652
	Iteration 44Q: 3 clusters Score -243866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -243867.984375 Penalty: 4098.868652
	Iteration 45Q: 3 clusters Score -243868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -243868.437500 Penalty: 4098.868652
	Iteration 46Q: 3 clusters Score -243868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -243868.437500 Penalty: 4098.868652
	Iteration 47F: 3 clusters Score -243868.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -241731.015625 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241731 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -242407.359375 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242407.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -242574.671875 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242574.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -242673.062500 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242673.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -242741.218750 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242741.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -242792.312500 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242792.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -242826.250000 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242826.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -242857.625000 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242857.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -242887.640625 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242887.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -242914.296875 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242914.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -242941.640625 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242941.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -242965.812500 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242965.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -242986.390625 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -242986.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -243012.562500 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -243012.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -243039.796875 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -243039.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -243067.828125 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -243067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -243085.109375 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -243085.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -243102.421875 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -243102.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -243125.812500 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -243125.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -243147.328125 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -243147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -243164.890625 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -243164.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -243181.734375 Penalty: 3995.830322
	Iteration 21Q: 3 clusters Score -243181.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -243200.875000 Penalty: 3995.830322
	Iteration 22Q: 3 clusters Score -243200.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -243218.781250 Penalty: 3995.830322
	Iteration 23Q: 3 clusters Score -243218.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -243237.468750 Penalty: 3995.830322
	Iteration 24Q: 3 clusters Score -243237.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -243259.796875 Penalty: 3995.830322
	Iteration 25Q: 3 clusters Score -243259.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -243279.015625 Penalty: 3995.830322
	Iteration 26Q: 3 clusters Score -243279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -243291.968750 Penalty: 3995.830322
	Iteration 27Q: 3 clusters Score -243292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -243301.734375 Penalty: 3995.830322
	Iteration 28Q: 3 clusters Score -243301.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -243312.656250 Penalty: 3995.830322
	Iteration 29Q: 3 clusters Score -243312.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -243324.718750 Penalty: 3995.830322
	Iteration 30Q: 3 clusters Score -243324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -243338.140625 Penalty: 3995.830322
	Iteration 31Q: 3 clusters Score -243338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -243350.875000 Penalty: 3995.830322
	Iteration 32Q: 3 clusters Score -243350.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -243363.937500 Penalty: 3995.830322
	Iteration 33Q: 3 clusters Score -243363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -243374.609375 Penalty: 3995.830322
	Iteration 34Q: 3 clusters Score -243374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -243386.390625 Penalty: 3995.830322
	Iteration 35Q: 3 clusters Score -243386.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -243406.656250 Penalty: 3995.830322
	Iteration 36Q: 3 clusters Score -243406.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -243418.484375 Penalty: 3995.830322
	Iteration 37Q: 3 clusters Score -243418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -243425.843750 Penalty: 3995.830322
	Iteration 38Q: 3 clusters Score -243425.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -243430.843750 Penalty: 3995.830322
	Iteration 39Q: 3 clusters Score -243430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -243434.031250 Penalty: 3995.830322
	Iteration 40F: 3 clusters Score -243434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -243437.265625 Penalty: 3995.830322
	Iteration 41Q: 3 clusters Score -243437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -243439.687500 Penalty: 3995.830322
	Iteration 42Q: 3 clusters Score -243439.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -243444.468750 Penalty: 3995.830322
	Iteration 43Q: 3 clusters Score -243444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -243446.437500 Penalty: 3995.830322
	Iteration 44Q: 3 clusters Score -243446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -243447.312500 Penalty: 3995.830322
	Iteration 45Q: 3 clusters Score -243447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -243449.171875 Penalty: 3995.830322
	Iteration 46Q: 3 clusters Score -243449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -243450.000000 Penalty: 3995.830322
	Iteration 47Q: 3 clusters Score -243450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -243453.578125 Penalty: 3995.830322
	Iteration 48Q: 3 clusters Score -243453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -243457.968750 Penalty: 3995.830322
	Iteration 49Q: 3 clusters Score -243458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -243460.406250 Penalty: 3995.830322
	Iteration 50Q: 3 clusters Score -243460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -243460.406250 Penalty: 3995.830322
	Iteration 51F: 3 clusters Score -243460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -537980.625000 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -537980.6 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 2858 members 
Entering Unmasked Estep 
Score: -533117.500000 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -533117.5 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -534391.500000 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -534391.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -534656.312500 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -534656.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -534828.562500 Penalty: 4284.796387
	Iteration 3F: 3 clusters Score -534828.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -534936.875000 Penalty: 4284.796387
	Iteration 4Q: 3 clusters Score -534936.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -535006.062500 Penalty: 4284.796387
	Iteration 5Q: 3 clusters Score -535006.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -535057.062500 Penalty: 4284.796387
	Iteration 6Q: 3 clusters Score -535057.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -535092.562500 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -535092.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -535121.500000 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -535121.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -535143.937500 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -535143.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -535164.062500 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -535164.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -535178.187500 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -535178.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -535195.312500 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -535195.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -535209.375000 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -535209.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -535221.062500 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -535221.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -535229.812500 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -535229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -535237.062500 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -535237.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -535244.437500 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -535244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -535250.937500 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -535250.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -535258.187500 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -535258.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -535266.375000 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -535266.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -535275.937500 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -535275.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -535284.312500 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -535284.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -535292.625000 Penalty: 4284.796387
	Iteration 23Q: 3 clusters Score -535292.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -535298.187500 Penalty: 4284.796387
	Iteration 24Q: 3 clusters Score -535298.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -535305.500000 Penalty: 4284.796387
	Iteration 25Q: 3 clusters Score -535305.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -535314.250000 Penalty: 4284.796387
	Iteration 26Q: 3 clusters Score -535314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -535324.000000 Penalty: 4284.796387
	Iteration 27Q: 3 clusters Score -535324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -535337.625000 Penalty: 4284.796387
	Iteration 28Q: 3 clusters Score -535337.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -535350.312500 Penalty: 4284.796387
	Iteration 29Q: 3 clusters Score -535350.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -535368.187500 Penalty: 4284.796387
	Iteration 30Q: 3 clusters Score -535368.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -535387.000000 Penalty: 4284.796387
	Iteration 31Q: 3 clusters Score -535387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -535399.312500 Penalty: 4284.796387
	Iteration 32Q: 3 clusters Score -535399.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -535409.375000 Penalty: 4284.796387
	Iteration 33Q: 3 clusters Score -535409.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -535421.187500 Penalty: 4284.796387
	Iteration 34Q: 3 clusters Score -535421.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -535431.875000 Penalty: 4284.796387
	Iteration 35Q: 3 clusters Score -535431.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -535445.937500 Penalty: 4284.796387
	Iteration 36Q: 3 clusters Score -535445.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -535462.875000 Penalty: 4284.796387
	Iteration 37Q: 3 clusters Score -535462.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -535478.312500 Penalty: 4284.796387
	Iteration 38Q: 3 clusters Score -535478.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -535495.812500 Penalty: 4284.796387
	Iteration 39Q: 3 clusters Score -535495.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -535507.437500 Penalty: 4284.796387
	Iteration 40F: 3 clusters Score -535507.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -535522.500000 Penalty: 4284.796387
	Iteration 41Q: 3 clusters Score -535522.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -535536.750000 Penalty: 4284.796387
	Iteration 42Q: 3 clusters Score -535536.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -535557.437500 Penalty: 4284.796387
	Iteration 43Q: 3 clusters Score -535557.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -535579.750000 Penalty: 4284.796387
	Iteration 44Q: 3 clusters Score -535579.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -535603.062500 Penalty: 4284.796387
	Iteration 45Q: 3 clusters Score -535603.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -535620.937500 Penalty: 4284.796387
	Iteration 46Q: 3 clusters Score -535620.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -535640.562500 Penalty: 4284.796387
	Iteration 47Q: 3 clusters Score -535640.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -535664.625000 Penalty: 4284.796387
	Iteration 48Q: 3 clusters Score -535664.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -535687.875000 Penalty: 4284.796387
	Iteration 49Q: 3 clusters Score -535687.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -535719.750000 Penalty: 4284.796387
	Iteration 50Q: 3 clusters Score -535719.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -535751.687500 Penalty: 4284.796387
	Iteration 51Q: 3 clusters Score -535751.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -535784.250000 Penalty: 4284.796387
	Iteration 52Q: 3 clusters Score -535784.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -535832.812500 Penalty: 4284.796387
	Iteration 53Q: 3 clusters Score -535832.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -535869.062500 Penalty: 4284.796387
	Iteration 54Q: 3 clusters Score -535869.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -535902.125000 Penalty: 4284.796387
	Iteration 55Q: 3 clusters Score -535902.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -535935.500000 Penalty: 4284.796387
	Iteration 56Q: 3 clusters Score -535935.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -535963.437500 Penalty: 4284.796387
	Iteration 57Q: 3 clusters Score -535963.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -535981.687500 Penalty: 4284.796387
	Iteration 58Q: 3 clusters Score -535981.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -535994.875000 Penalty: 4284.796387
	Iteration 59Q: 3 clusters Score -535994.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -536015.500000 Penalty: 4284.796387
	Iteration 60F: 3 clusters Score -536015.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -536030.375000 Penalty: 4284.796387
	Iteration 61Q: 3 clusters Score -536030.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -536044.812500 Penalty: 4284.796387
	Iteration 62Q: 3 clusters Score -536044.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -536060.937500 Penalty: 4284.796387
	Iteration 63Q: 3 clusters Score -536060.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -536074.125000 Penalty: 4284.796387
	Iteration 64Q: 3 clusters Score -536074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -536083.625000 Penalty: 4284.796387
	Iteration 65Q: 3 clusters Score -536083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -536092.562500 Penalty: 4284.796387
	Iteration 66Q: 3 clusters Score -536092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -536098.812500 Penalty: 4284.796387
	Iteration 67Q: 3 clusters Score -536098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -536105.937500 Penalty: 4284.796387
	Iteration 68Q: 3 clusters Score -536105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -536109.750000 Penalty: 4284.796387
	Iteration 69Q: 3 clusters Score -536109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -536113.812500 Penalty: 4284.796387
	Iteration 70Q: 3 clusters Score -536113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -536116.750000 Penalty: 4284.796387
	Iteration 71Q: 3 clusters Score -536116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -536117.500000 Penalty: 4284.796387
	Iteration 72Q: 3 clusters Score -536117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -536119.625000 Penalty: 4284.796387
	Iteration 73Q: 3 clusters Score -536119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -536122.312500 Penalty: 4284.796387
	Iteration 74Q: 3 clusters Score -536122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -536121.687500 Penalty: 4284.796387
	Iteration 75Q: 3 clusters Score -536121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -536122.062500 Penalty: 4284.796387
	Iteration 76Q: 3 clusters Score -536122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -536122.312500 Penalty: 4284.796387
	Iteration 77Q: 3 clusters Score -536122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -536123.625000 Penalty: 4284.796387
	Iteration 78Q: 3 clusters Score -536123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -536127.312500 Penalty: 4284.796387
	Iteration 79Q: 3 clusters Score -536127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -536127.937500 Penalty: 4284.796387
	Iteration 80F: 3 clusters Score -536127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -536129.250000 Penalty: 4284.796387
	Iteration 81Q: 3 clusters Score -536129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -536129.000000 Penalty: 4284.796387
	Iteration 82Q: 3 clusters Score -536129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -536131.187500 Penalty: 4284.796387
	Iteration 83Q: 3 clusters Score -536131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -536131.187500 Penalty: 4284.796387
	Iteration 84F: 3 clusters Score -536131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1020852.812500 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020853 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1023755.000000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023755 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1024144.625000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024145 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1024430.125000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1024430 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1024656.062500 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1024656 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1024816.437500 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1024816 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1024974.562500 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1024975 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1025159.812500 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1025160 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1025354.625000 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1025355 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1025567.375000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1025567 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1025811.937500 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1025812 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1026073.062500 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1026073 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1026335.062500 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1026335 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1026555.437500 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1026555 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1026742.625000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1026743 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1026861.437500 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1026861 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1026952.250000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1026952 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1027035.750000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1027036 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1027115.125000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1027115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1027167.875000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1027168 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1027219.187500 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1027219 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1027246.312500 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1027246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1027272.812500 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1027273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1027303.625000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1027304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1027329.437500 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1027329 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1027353.812500 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1027354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1027373.812500 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1027374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1027390.062500 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1027390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1027401.000000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1027401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1027413.875000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1027414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1027425.687500 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1027426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1027439.562500 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1027440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1027450.000000 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1027450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1027458.750000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1027459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1027458.500000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1027458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1027464.562500 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1027465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1027467.562500 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1027468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1027467.750000 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1027468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1027471.125000 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1027471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1027471.125000 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1027471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1027471.375000 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1027471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1027471.125000 Penalty: 4684.493164
	Iteration 41Q: 3 clusters Score -1027471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1027471.000000 Penalty: 4684.493164
	Iteration 42Q: 3 clusters Score -1027471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1027471.750000 Penalty: 4684.493164
	Iteration 43Q: 3 clusters Score -1027472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1027472.875000 Penalty: 4684.493164
	Iteration 44Q: 3 clusters Score -1027473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1027471.750000 Penalty: 4684.493164
	Iteration 45Q: 3 clusters Score -1027472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1027471.750000 Penalty: 4684.493164
	Iteration 46F: 3 clusters Score -1027472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Entering Unmasked Estep 
Score: -2078465.250000 Penalty: 2476.741943
	Iteration 0F: 2 clusters Score -2078465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2063343.875000 Penalty: 4953.483887
	Iteration 0F: 3 clusters Score -2063344 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2068446.250000 Penalty: 4953.483887
	Iteration 1F: 3 clusters Score -2068446 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2068924.125000 Penalty: 4953.483887
	Iteration 2F: 3 clusters Score -2068924 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2069316.625000 Penalty: 4953.483887
	Iteration 3Q: 3 clusters Score -2069317 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2069768.750000 Penalty: 4953.483887
	Iteration 4Q: 3 clusters Score -2069769 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2070395.875000 Penalty: 4953.483887
	Iteration 5F: 3 clusters Score -2070396 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2071155.000000 Penalty: 4953.483887
	Iteration 6F: 3 clusters Score -2071155 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2072151.375000 Penalty: 4953.483887
	Iteration 7F: 3 clusters Score -2072151 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2073418.750000 Penalty: 4953.483887
	Iteration 8F: 3 clusters Score -2073419 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2074682.875000 Penalty: 4953.483887
	Iteration 9F: 3 clusters Score -2074683 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2075807.125000 Penalty: 4953.483887
	Iteration 10Q: 3 clusters Score -2075807 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2076569.625000 Penalty: 4953.483887
	Iteration 11Q: 3 clusters Score -2076570 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2076978.875000 Penalty: 4953.483887
	Iteration 12Q: 3 clusters Score -2076979 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2077155.250000 Penalty: 4953.483887
	Iteration 13Q: 3 clusters Score -2077155 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2077228.875000 Penalty: 4953.483887
	Iteration 14Q: 3 clusters Score -2077229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2077270.250000 Penalty: 4953.483887
	Iteration 15Q: 3 clusters Score -2077270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2077280.625000 Penalty: 4953.483887
	Iteration 16Q: 3 clusters Score -2077281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2077286.375000 Penalty: 4953.483887
	Iteration 17Q: 3 clusters Score -2077286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2077290.375000 Penalty: 4953.483887
	Iteration 18Q: 3 clusters Score -2077290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2077289.625000 Penalty: 4953.483887
	Iteration 19Q: 3 clusters Score -2077290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2077288.750000 Penalty: 4953.483887
	Iteration 20F: 3 clusters Score -2077289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2077293.500000 Penalty: 4953.483887
	Iteration 21Q: 3 clusters Score -2077294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2077296.750000 Penalty: 4953.483887
	Iteration 22Q: 3 clusters Score -2077297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2077296.875000 Penalty: 4953.483887
	Iteration 23Q: 3 clusters Score -2077297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2077294.125000 Penalty: 4953.483887
	Iteration 24Q: 3 clusters Score -2077294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2077296.875000 Penalty: 4953.483887
	Iteration 25Q: 3 clusters Score -2077297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2077294.000000 Penalty: 4953.483887
	Iteration 26Q: 3 clusters Score -2077294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2077294.625000 Penalty: 4953.483887
	Iteration 27Q: 3 clusters Score -2077295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2077297.125000 Penalty: 4953.483887
	Iteration 28Q: 3 clusters Score -2077297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2077294.875000 Penalty: 4953.483887
	Iteration 29Q: 3 clusters Score -2077295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2077301.750000 Penalty: 4953.483887
	Iteration 30Q: 3 clusters Score -2077302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2077305.000000 Penalty: 4953.483887
	Iteration 31Q: 3 clusters Score -2077305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2077301.375000 Penalty: 4953.483887
	Iteration 32Q: 3 clusters Score -2077301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2077304.125000 Penalty: 4953.483887
	Iteration 33Q: 3 clusters Score -2077304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2077305.250000 Penalty: 4953.483887
	Iteration 34Q: 3 clusters Score -2077305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2077304.875000 Penalty: 4953.483887
	Iteration 35Q: 3 clusters Score -2077305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2077304.125000 Penalty: 4953.483887
	Iteration 36Q: 3 clusters Score -2077304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2077305.125000 Penalty: 4953.483887
	Iteration 37Q: 3 clusters Score -2077305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2077305.625000 Penalty: 4953.483887
	Iteration 38Q: 3 clusters Score -2077306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2077308.375000 Penalty: 4953.483887
	Iteration 39Q: 3 clusters Score -2077308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2077309.000000 Penalty: 4953.483887
	Iteration 40F: 3 clusters Score -2077309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2077308.250000 Penalty: 4953.483887
	Iteration 41Q: 3 clusters Score -2077308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2077308.250000 Penalty: 4953.483887
	Iteration 42F: 3 clusters Score -2077308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Entering Unmasked Estep 
Score: -3559975.000000 Penalty: 2650.330811
	Iteration 0F: 2 clusters Score -3559975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3530292.000000 Penalty: 5300.661621
	Iteration 0F: 3 clusters Score -3530292 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3541081.250000 Penalty: 5300.661621
	Iteration 1F: 3 clusters Score -3541081 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3541649.000000 Penalty: 5300.661621
	Iteration 2Q: 3 clusters Score -3541649 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3542157.750000 Penalty: 5300.661621
	Iteration 3Q: 3 clusters Score -3542158 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3542722.250000 Penalty: 5300.661621
	Iteration 4Q: 3 clusters Score -3542722 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3543387.500000 Penalty: 5300.661621
	Iteration 5Q: 3 clusters Score -3543388 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3544180.500000 Penalty: 5300.661621
	Iteration 6Q: 3 clusters Score -3544180 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3545263.250000 Penalty: 5300.661621
	Iteration 7Q: 3 clusters Score -3545263 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3546756.500000 Penalty: 5300.661621
	Iteration 8F: 3 clusters Score -3546756 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3548655.000000 Penalty: 5300.661621
	Iteration 9F: 3 clusters Score -3548655 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3550811.750000 Penalty: 5300.661621
	Iteration 10F: 3 clusters Score -3550812 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3552759.000000 Penalty: 5300.661621
	Iteration 11F: 3 clusters Score -3552759 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3554155.750000 Penalty: 5300.661621
	Iteration 12Q: 3 clusters Score -3554156 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3555190.500000 Penalty: 5300.661621
	Iteration 13Q: 3 clusters Score -3555190 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3555883.750000 Penalty: 5300.661621
	Iteration 14Q: 3 clusters Score -3555884 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3556341.000000 Penalty: 5300.661621
	Iteration 15Q: 3 clusters Score -3556341 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3556668.250000 Penalty: 5300.661621
	Iteration 16Q: 3 clusters Score -3556668 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3556942.750000 Penalty: 5300.661621
	Iteration 17Q: 3 clusters Score -3556943 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3557157.250000 Penalty: 5300.661621
	Iteration 18Q: 3 clusters Score -3557157 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3557355.750000 Penalty: 5300.661621
	Iteration 19Q: 3 clusters Score -3557356 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3557524.500000 Penalty: 5300.661621
	Iteration 20F: 3 clusters Score -3557524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3557652.250000 Penalty: 5300.661621
	Iteration 21Q: 3 clusters Score -3557652 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3557740.500000 Penalty: 5300.661621
	Iteration 22Q: 3 clusters Score -3557740 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3557835.000000 Penalty: 5300.661621
	Iteration 23Q: 3 clusters Score -3557835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3557878.500000 Penalty: 5300.661621
	Iteration 24Q: 3 clusters Score -3557878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3557929.750000 Penalty: 5300.661621
	Iteration 25Q: 3 clusters Score -3557930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3557957.750000 Penalty: 5300.661621
	Iteration 26Q: 3 clusters Score -3557958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3557976.000000 Penalty: 5300.661621
	Iteration 27Q: 3 clusters Score -3557976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3557991.250000 Penalty: 5300.661621
	Iteration 28Q: 3 clusters Score -3557991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3558002.250000 Penalty: 5300.661621
	Iteration 29Q: 3 clusters Score -3558002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3558011.250000 Penalty: 5300.661621
	Iteration 30Q: 3 clusters Score -3558011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3558025.500000 Penalty: 5300.661621
	Iteration 31Q: 3 clusters Score -3558026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3558037.750000 Penalty: 5300.661621
	Iteration 32Q: 3 clusters Score -3558038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3558050.750000 Penalty: 5300.661621
	Iteration 33Q: 3 clusters Score -3558051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3558071.000000 Penalty: 5300.661621
	Iteration 34Q: 3 clusters Score -3558071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3558072.000000 Penalty: 5300.661621
	Iteration 35Q: 3 clusters Score -3558072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3558074.500000 Penalty: 5300.661621
	Iteration 36Q: 3 clusters Score -3558074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3558076.250000 Penalty: 5300.661621
	Iteration 37Q: 3 clusters Score -3558076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3558078.000000 Penalty: 5300.661621
	Iteration 38Q: 3 clusters Score -3558078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3558083.750000 Penalty: 5300.661621
	Iteration 39Q: 3 clusters Score -3558084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3558084.250000 Penalty: 5300.661621
	Iteration 40F: 3 clusters Score -3558084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3558090.750000 Penalty: 5300.661621
	Iteration 41Q: 3 clusters Score -3558091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3558093.500000 Penalty: 5300.661621
	Iteration 42Q: 3 clusters Score -3558094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3558098.000000 Penalty: 5300.661621
	Iteration 43Q: 3 clusters Score -3558098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3558098.750000 Penalty: 5300.661621
	Iteration 44Q: 3 clusters Score -3558099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3558101.000000 Penalty: 5300.661621
	Iteration 45Q: 3 clusters Score -3558101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3558101.750000 Penalty: 5300.661621
	Iteration 46Q: 3 clusters Score -3558102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3558100.750000 Penalty: 5300.661621
	Iteration 47Q: 3 clusters Score -3558101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3558103.250000 Penalty: 5300.661621
	Iteration 48Q: 3 clusters Score -3558103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3558105.000000 Penalty: 5300.661621
	Iteration 49Q: 3 clusters Score -3558105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3558108.500000 Penalty: 5300.661621
	Iteration 50Q: 3 clusters Score -3558108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3558107.750000 Penalty: 5300.661621
	Iteration 51Q: 3 clusters Score -3558108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3558105.750000 Penalty: 5300.661621
	Iteration 52Q: 3 clusters Score -3558106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3558110.250000 Penalty: 5300.661621
	Iteration 53Q: 3 clusters Score -3558110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3558110.250000 Penalty: 5300.661621
	Iteration 54F: 3 clusters Score -3558110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Entering Unmasked Estep 
Score: -14237870.000000 Penalty: 2946.427979
	Iteration 0F: 2 clusters Score -1.423787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -14149643.000000 Penalty: 5892.855957
	Iteration 0F: 3 clusters Score -1.414964e+07 nChanged 68913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -14189309.000000 Penalty: 5892.855957
	Iteration 1F: 3 clusters Score -1.418931e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -14190071.000000 Penalty: 5892.855957
	Iteration 2Q: 3 clusters Score -1.419007e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 72318 members 
Entering Unmasked Estep 
Score: -14191114.000000 Penalty: 5892.855957
	Iteration 3Q: 3 clusters Score -1.419111e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -14192298.000000 Penalty: 5892.855957
	Iteration 4Q: 3 clusters Score -1.41923e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -14193903.000000 Penalty: 5892.855957
	Iteration 5Q: 3 clusters Score -1.41939e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -14196106.000000 Penalty: 5892.855957
	Iteration 6Q: 3 clusters Score -1.419611e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -14199265.000000 Penalty: 5892.855957
	Iteration 7Q: 3 clusters Score -1.419926e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -14204085.000000 Penalty: 5892.855957
	Iteration 8F: 3 clusters Score -1.420408e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -14211002.000000 Penalty: 5892.855957
	Iteration 9F: 3 clusters Score -1.4211e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -14218815.000000 Penalty: 5892.855957
	Iteration 10F: 3 clusters Score -1.421882e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -14224862.000000 Penalty: 5892.855957
	Iteration 11F: 3 clusters Score -1.422486e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -14228124.000000 Penalty: 5892.855957
	Iteration 12Q: 3 clusters Score -1.422812e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -14229685.000000 Penalty: 5892.855957
	Iteration 13Q: 3 clusters Score -1.422968e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -14230780.000000 Penalty: 5892.855957
	Iteration 14Q: 3 clusters Score -1.423078e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -14231630.000000 Penalty: 5892.855957
	Iteration 15Q: 3 clusters Score -1.423163e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -14232168.000000 Penalty: 5892.855957
	Iteration 16Q: 3 clusters Score -1.423217e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -14232657.000000 Penalty: 5892.855957
	Iteration 17Q: 3 clusters Score -1.423266e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -14233112.000000 Penalty: 5892.855957
	Iteration 18Q: 3 clusters Score -1.423311e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -14233371.000000 Penalty: 5892.855957
	Iteration 19Q: 3 clusters Score -1.423337e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -14233589.000000 Penalty: 5892.855957
	Iteration 20F: 3 clusters Score -1.423359e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -14233673.000000 Penalty: 5892.855957
	Iteration 21Q: 3 clusters Score -1.423367e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -14233843.000000 Penalty: 5892.855957
	Iteration 22Q: 3 clusters Score -1.423384e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -14233977.000000 Penalty: 5892.855957
	Iteration 23Q: 3 clusters Score -1.423398e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -14234036.000000 Penalty: 5892.855957
	Iteration 24Q: 3 clusters Score -1.423404e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -14234094.000000 Penalty: 5892.855957
	Iteration 25Q: 3 clusters Score -1.423409e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -14234163.000000 Penalty: 5892.855957
	Iteration 26Q: 3 clusters Score -1.423416e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -14234216.000000 Penalty: 5892.855957
	Iteration 27Q: 3 clusters Score -1.423422e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -14234247.000000 Penalty: 5892.855957
	Iteration 28Q: 3 clusters Score -1.423425e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -14234311.000000 Penalty: 5892.855957
	Iteration 29Q: 3 clusters Score -1.423431e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -14234372.000000 Penalty: 5892.855957
	Iteration 30Q: 3 clusters Score -1.423437e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -14234423.000000 Penalty: 5892.855957
	Iteration 31Q: 3 clusters Score -1.423442e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -14234401.000000 Penalty: 5892.855957
	Iteration 32Q: 3 clusters Score -1.42344e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -14234389.000000 Penalty: 5892.855957
	Iteration 33Q: 3 clusters Score -1.423439e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -14234401.000000 Penalty: 5892.855957
	Iteration 34Q: 3 clusters Score -1.42344e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -14234433.000000 Penalty: 5892.855957
	Iteration 35Q: 3 clusters Score -1.423443e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -14234437.000000 Penalty: 5892.855957
	Iteration 36Q: 3 clusters Score -1.423444e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -14234444.000000 Penalty: 5892.855957
	Iteration 37Q: 3 clusters Score -1.423444e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -14234484.000000 Penalty: 5892.855957
	Iteration 38Q: 3 clusters Score -1.423448e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -14234476.000000 Penalty: 5892.855957
	Iteration 39Q: 3 clusters Score -1.423448e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -14234522.000000 Penalty: 5892.855957
	Iteration 40F: 3 clusters Score -1.423452e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -14234559.000000 Penalty: 5892.855957
	Iteration 41Q: 3 clusters Score -1.423456e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -14234546.000000 Penalty: 5892.855957
	Iteration 42Q: 3 clusters Score -1.423455e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -14234593.000000 Penalty: 5892.855957
	Iteration 43Q: 3 clusters Score -1.423459e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -14234595.000000 Penalty: 5892.855957
	Iteration 44Q: 3 clusters Score -1.42346e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -14234660.000000 Penalty: 5892.855957
	Iteration 45Q: 3 clusters Score -1.423466e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -14234644.000000 Penalty: 5892.855957
	Iteration 46Q: 3 clusters Score -1.423464e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -14234650.000000 Penalty: 5892.855957
	Iteration 47Q: 3 clusters Score -1.423465e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -14234675.000000 Penalty: 5892.855957
	Iteration 48Q: 3 clusters Score -1.423468e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -14234753.000000 Penalty: 5892.855957
	Iteration 49Q: 3 clusters Score -1.423475e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -14234747.000000 Penalty: 5892.855957
	Iteration 50Q: 3 clusters Score -1.423475e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -14234790.000000 Penalty: 5892.855957
	Iteration 51Q: 3 clusters Score -1.423479e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -14234763.000000 Penalty: 5892.855957
	Iteration 52Q: 3 clusters Score -1.423476e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -14234766.000000 Penalty: 5892.855957
	Iteration 53Q: 3 clusters Score -1.423477e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -14234783.000000 Penalty: 5892.855957
	Iteration 54Q: 3 clusters Score -1.423478e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -14234807.000000 Penalty: 5892.855957
	Iteration 55Q: 3 clusters Score -1.423481e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -14234835.000000 Penalty: 5892.855957
	Iteration 56Q: 3 clusters Score -1.423484e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -14234816.000000 Penalty: 5892.855957
	Iteration 57Q: 3 clusters Score -1.423482e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -14234821.000000 Penalty: 5892.855957
	Iteration 58Q: 3 clusters Score -1.423482e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -14234795.000000 Penalty: 5892.855957
	Iteration 59Q: 3 clusters Score -1.42348e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -14234828.000000 Penalty: 5892.855957
	Iteration 60F: 3 clusters Score -1.423483e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -14234865.000000 Penalty: 5892.855957
	Iteration 61Q: 3 clusters Score -1.423486e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -14234838.000000 Penalty: 5892.855957
	Iteration 62Q: 3 clusters Score -1.423484e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -14234912.000000 Penalty: 5892.855957
	Iteration 63Q: 3 clusters Score -1.423491e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -14234952.000000 Penalty: 5892.855957
	Iteration 64Q: 3 clusters Score -1.423495e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -14234973.000000 Penalty: 5892.855957
	Iteration 65Q: 3 clusters Score -1.423497e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -14235057.000000 Penalty: 5892.855957
	Iteration 66Q: 3 clusters Score -1.423506e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -14235085.000000 Penalty: 5892.855957
	Iteration 67Q: 3 clusters Score -1.423508e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -14235065.000000 Penalty: 5892.855957
	Iteration 68Q: 3 clusters Score -1.423506e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -14235052.000000 Penalty: 5892.855957
	Iteration 69Q: 3 clusters Score -1.423505e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -14235053.000000 Penalty: 5892.855957
	Iteration 70Q: 3 clusters Score -1.423505e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -14235098.000000 Penalty: 5892.855957
	Iteration 71Q: 3 clusters Score -1.42351e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -14235097.000000 Penalty: 5892.855957
	Iteration 72Q: 3 clusters Score -1.42351e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -14235135.000000 Penalty: 5892.855957
	Iteration 73Q: 3 clusters Score -1.423514e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -14235163.000000 Penalty: 5892.855957
	Iteration 74Q: 3 clusters Score -1.423516e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -14235189.000000 Penalty: 5892.855957
	Iteration 75Q: 3 clusters Score -1.423519e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -14235199.000000 Penalty: 5892.855957
	Iteration 76Q: 3 clusters Score -1.42352e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -14235156.000000 Penalty: 5892.855957
	Iteration 77Q: 3 clusters Score -1.423516e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -14235139.000000 Penalty: 5892.855957
	Iteration 78Q: 3 clusters Score -1.423514e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -14235133.000000 Penalty: 5892.855957
	Iteration 79Q: 3 clusters Score -1.423513e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -14235139.000000 Penalty: 5892.855957
	Iteration 80F: 3 clusters Score -1.423514e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -14235123.000000 Penalty: 5892.855957
	Iteration 81Q: 3 clusters Score -1.423512e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -14235159.000000 Penalty: 5892.855957
	Iteration 82Q: 3 clusters Score -1.423516e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -14235224.000000 Penalty: 5892.855957
	Iteration 83Q: 3 clusters Score -1.423522e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -14235260.000000 Penalty: 5892.855957
	Iteration 84Q: 3 clusters Score -1.423526e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -14235292.000000 Penalty: 5892.855957
	Iteration 85Q: 3 clusters Score -1.423529e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -14235334.000000 Penalty: 5892.855957
	Iteration 86Q: 3 clusters Score -1.423533e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -14235350.000000 Penalty: 5892.855957
	Iteration 87Q: 3 clusters Score -1.423535e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 80712 members 
Entering Unmasked Estep 
Score: -14235363.000000 Penalty: 5892.855957
	Iteration 88Q: 3 clusters Score -1.423536e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -14235416.000000 Penalty: 5892.855957
	Iteration 89Q: 3 clusters Score -1.423542e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -14235405.000000 Penalty: 5892.855957
	Iteration 90Q: 3 clusters Score -1.42354e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -14235430.000000 Penalty: 5892.855957
	Iteration 91Q: 3 clusters Score -1.423543e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -14235455.000000 Penalty: 5892.855957
	Iteration 92Q: 3 clusters Score -1.423546e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -14235484.000000 Penalty: 5892.855957
	Iteration 93Q: 3 clusters Score -1.423548e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 82864 members 
Entering Unmasked Estep 
Score: -14235450.000000 Penalty: 5892.855957
	Iteration 94Q: 3 clusters Score -1.423545e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -14235472.000000 Penalty: 5892.855957
	Iteration 95Q: 3 clusters Score -1.423547e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -14235496.000000 Penalty: 5892.855957
	Iteration 96Q: 3 clusters Score -1.42355e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
Score: -14235492.000000 Penalty: 5892.855957
	Iteration 97Q: 3 clusters Score -1.423549e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -14235510.000000 Penalty: 5892.855957
	Iteration 98Q: 3 clusters Score -1.423551e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -14235546.000000 Penalty: 5892.855957
	Iteration 99Q: 3 clusters Score -1.423555e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -14235581.000000 Penalty: 5892.855957
	Iteration 100F: 3 clusters Score -1.423558e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -14235600.000000 Penalty: 5892.855957
	Iteration 101Q: 3 clusters Score -1.42356e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -14235569.000000 Penalty: 5892.855957
	Iteration 102Q: 3 clusters Score -1.423557e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -14235553.000000 Penalty: 5892.855957
	Iteration 103Q: 3 clusters Score -1.423555e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -14235555.000000 Penalty: 5892.855957
	Iteration 104Q: 3 clusters Score -1.423556e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -14235614.000000 Penalty: 5892.855957
	Iteration 105Q: 3 clusters Score -1.423561e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -14235580.000000 Penalty: 5892.855957
	Iteration 106Q: 3 clusters Score -1.423558e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -14235574.000000 Penalty: 5892.855957
	Iteration 107Q: 3 clusters Score -1.423557e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -14235570.000000 Penalty: 5892.855957
	Iteration 108Q: 3 clusters Score -1.423557e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -14235577.000000 Penalty: 5892.855957
	Iteration 109Q: 3 clusters Score -1.423558e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -14235606.000000 Penalty: 5892.855957
	Iteration 110Q: 3 clusters Score -1.423561e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -14235592.000000 Penalty: 5892.855957
	Iteration 111Q: 3 clusters Score -1.423559e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -14235622.000000 Penalty: 5892.855957
	Iteration 112Q: 3 clusters Score -1.423562e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -14235689.000000 Penalty: 5892.855957
	Iteration 113Q: 3 clusters Score -1.423569e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -14235664.000000 Penalty: 5892.855957
	Iteration 114Q: 3 clusters Score -1.423566e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -14235678.000000 Penalty: 5892.855957
	Iteration 115Q: 3 clusters Score -1.423568e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -14235663.000000 Penalty: 5892.855957
	Iteration 116Q: 3 clusters Score -1.423566e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -14235688.000000 Penalty: 5892.855957
	Iteration 117Q: 3 clusters Score -1.423569e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -14235694.000000 Penalty: 5892.855957
	Iteration 118Q: 3 clusters Score -1.423569e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -14235755.000000 Penalty: 5892.855957
	Iteration 119Q: 3 clusters Score -1.423576e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -14235749.000000 Penalty: 5892.855957
	Iteration 120F: 3 clusters Score -1.423575e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -14235777.000000 Penalty: 5892.855957
	Iteration 121Q: 3 clusters Score -1.423578e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -14235800.000000 Penalty: 5892.855957
	Iteration 122Q: 3 clusters Score -1.42358e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -14235813.000000 Penalty: 5892.855957
	Iteration 123Q: 3 clusters Score -1.423581e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -14235816.000000 Penalty: 5892.855957
	Iteration 124Q: 3 clusters Score -1.423582e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 91914 members 
Entering Unmasked Estep 
Score: -14235822.000000 Penalty: 5892.855957
	Iteration 125Q: 3 clusters Score -1.423582e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -14235815.000000 Penalty: 5892.855957
	Iteration 126Q: 3 clusters Score -1.423582e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 92333 members 
Entering Unmasked Estep 
Score: -14235810.000000 Penalty: 5892.855957
	Iteration 127Q: 3 clusters Score -1.423581e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -14235809.000000 Penalty: 5892.855957
	Iteration 128Q: 3 clusters Score -1.423581e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -14235815.000000 Penalty: 5892.855957
	Iteration 129Q: 3 clusters Score -1.423582e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -14235808.000000 Penalty: 5892.855957
	Iteration 130Q: 3 clusters Score -1.423581e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -14235822.000000 Penalty: 5892.855957
	Iteration 131Q: 3 clusters Score -1.423582e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -14235807.000000 Penalty: 5892.855957
	Iteration 132Q: 3 clusters Score -1.423581e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -14235836.000000 Penalty: 5892.855957
	Iteration 133Q: 3 clusters Score -1.423584e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -14235843.000000 Penalty: 5892.855957
	Iteration 134Q: 3 clusters Score -1.423584e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -14235859.000000 Penalty: 5892.855957
	Iteration 135Q: 3 clusters Score -1.423586e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -14235865.000000 Penalty: 5892.855957
	Iteration 136Q: 3 clusters Score -1.423586e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -14235872.000000 Penalty: 5892.855957
	Iteration 137Q: 3 clusters Score -1.423587e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -14235887.000000 Penalty: 5892.855957
	Iteration 138Q: 3 clusters Score -1.423589e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -14235891.000000 Penalty: 5892.855957
	Iteration 139Q: 3 clusters Score -1.423589e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 94727 members 
Entering Unmasked Estep 
Score: -14235908.000000 Penalty: 5892.855957
	Iteration 140F: 3 clusters Score -1.423591e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -14235897.000000 Penalty: 5892.855957
	Iteration 141Q: 3 clusters Score -1.42359e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -14235946.000000 Penalty: 5892.855957
	Iteration 142Q: 3 clusters Score -1.423595e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -14235967.000000 Penalty: 5892.855957
	Iteration 143Q: 3 clusters Score -1.423597e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -14235991.000000 Penalty: 5892.855957
	Iteration 144Q: 3 clusters Score -1.423599e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -14235990.000000 Penalty: 5892.855957
	Iteration 145Q: 3 clusters Score -1.423599e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -14236007.000000 Penalty: 5892.855957
	Iteration 146Q: 3 clusters Score -1.423601e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -14236018.000000 Penalty: 5892.855957
	Iteration 147Q: 3 clusters Score -1.423602e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -14236017.000000 Penalty: 5892.855957
	Iteration 148Q: 3 clusters Score -1.423602e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -14236028.000000 Penalty: 5892.855957
	Iteration 149Q: 3 clusters Score -1.423603e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -14236023.000000 Penalty: 5892.855957
	Iteration 150Q: 3 clusters Score -1.423602e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -14236037.000000 Penalty: 5892.855957
	Iteration 151Q: 3 clusters Score -1.423604e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -14236026.000000 Penalty: 5892.855957
	Iteration 152Q: 3 clusters Score -1.423603e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -14236021.000000 Penalty: 5892.855957
	Iteration 153Q: 3 clusters Score -1.423602e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -14236051.000000 Penalty: 5892.855957
	Iteration 154Q: 3 clusters Score -1.423605e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -14236050.000000 Penalty: 5892.855957
	Iteration 155Q: 3 clusters Score -1.423605e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -14236034.000000 Penalty: 5892.855957
	Iteration 156Q: 3 clusters Score -1.423603e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -14236024.000000 Penalty: 5892.855957
	Iteration 157Q: 3 clusters Score -1.423602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -14236027.000000 Penalty: 5892.855957
	Iteration 158Q: 3 clusters Score -1.423603e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -14236005.000000 Penalty: 5892.855957
	Iteration 159Q: 3 clusters Score -1.4236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -14236029.000000 Penalty: 5892.855957
	Iteration 160F: 3 clusters Score -1.423603e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -14236033.000000 Penalty: 5892.855957
	Iteration 161Q: 3 clusters Score -1.423603e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -14236044.000000 Penalty: 5892.855957
	Iteration 162Q: 3 clusters Score -1.423604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 97419 members 
Entering Unmasked Estep 
Score: -14236039.000000 Penalty: 5892.855957
	Iteration 163Q: 3 clusters Score -1.423604e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -14236046.000000 Penalty: 5892.855957
	Iteration 164Q: 3 clusters Score -1.423605e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -14236042.000000 Penalty: 5892.855957
	Iteration 165Q: 3 clusters Score -1.423604e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 97635 members 
Entering Unmasked Estep 
Score: -14236025.000000 Penalty: 5892.855957
	Iteration 166Q: 3 clusters Score -1.423602e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -14236007.000000 Penalty: 5892.855957
	Iteration 167Q: 3 clusters Score -1.423601e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -14236003.000000 Penalty: 5892.855957
	Iteration 168Q: 3 clusters Score -1.4236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -14236020.000000 Penalty: 5892.855957
	Iteration 169Q: 3 clusters Score -1.423602e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -14236015.000000 Penalty: 5892.855957
	Iteration 170Q: 3 clusters Score -1.423602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -14236009.000000 Penalty: 5892.855957
	Iteration 171Q: 3 clusters Score -1.423601e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -14236015.000000 Penalty: 5892.855957
	Iteration 172Q: 3 clusters Score -1.423602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -14236015.000000 Penalty: 5892.855957
	Iteration 173Q: 3 clusters Score -1.423602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -14236028.000000 Penalty: 5892.855957
	Iteration 174Q: 3 clusters Score -1.423603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 97992 members 
Entering Unmasked Estep 
Score: -14236030.000000 Penalty: 5892.855957
	Iteration 175Q: 3 clusters Score -1.423603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 98010 members 
Entering Unmasked Estep 
Score: -14236026.000000 Penalty: 5892.855957
	Iteration 176Q: 3 clusters Score -1.423603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -14236023.000000 Penalty: 5892.855957
	Iteration 177Q: 3 clusters Score -1.423602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -14236009.000000 Penalty: 5892.855957
	Iteration 178Q: 3 clusters Score -1.423601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 98054 members 
Entering Unmasked Estep 
Score: -14236006.000000 Penalty: 5892.855957
	Iteration 179Q: 3 clusters Score -1.423601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -14236019.000000 Penalty: 5892.855957
	Iteration 180F: 3 clusters Score -1.423602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -14236017.000000 Penalty: 5892.855957
	Iteration 181Q: 3 clusters Score -1.423602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -14236005.000000 Penalty: 5892.855957
	Iteration 182Q: 3 clusters Score -1.4236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -14236018.000000 Penalty: 5892.855957
	Iteration 183Q: 3 clusters Score -1.423602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -14236003.000000 Penalty: 5892.855957
	Iteration 184Q: 3 clusters Score -1.4236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -14236011.000000 Penalty: 5892.855957
	Iteration 185Q: 3 clusters Score -1.423601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -14236009.000000 Penalty: 5892.855957
	Iteration 186Q: 3 clusters Score -1.423601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -14236007.000000 Penalty: 5892.855957
	Iteration 187Q: 3 clusters Score -1.423601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -14236004.000000 Penalty: 5892.855957
	Iteration 188Q: 3 clusters Score -1.4236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -14236015.000000 Penalty: 5892.855957
	Iteration 189Q: 3 clusters Score -1.423602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -14236025.000000 Penalty: 5892.855957
	Iteration 190Q: 3 clusters Score -1.423602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -14236027.000000 Penalty: 5892.855957
	Iteration 191Q: 3 clusters Score -1.423603e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -14236010.000000 Penalty: 5892.855957
	Iteration 192Q: 3 clusters Score -1.423601e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -14236015.000000 Penalty: 5892.855957
	Iteration 193Q: 3 clusters Score -1.423602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -14235992.000000 Penalty: 5892.855957
	Iteration 194Q: 3 clusters Score -1.423599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -14236002.000000 Penalty: 5892.855957
	Iteration 195Q: 3 clusters Score -1.4236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -14235979.000000 Penalty: 5892.855957
	Iteration 196Q: 3 clusters Score -1.423598e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -14235991.000000 Penalty: 5892.855957
	Iteration 197Q: 3 clusters Score -1.423599e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -14235995.000000 Penalty: 5892.855957
	Iteration 198Q: 3 clusters Score -1.4236e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -14235992.000000 Penalty: 5892.855957
	Iteration 199Q: 3 clusters Score -1.423599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -14236006.000000 Penalty: 5892.855957
	Iteration 200F: 3 clusters Score -1.423601e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -14235992.000000 Penalty: 5892.855957
	Iteration 201Q: 3 clusters Score -1.423599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -14235999.000000 Penalty: 5892.855957
	Iteration 202Q: 3 clusters Score -1.4236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -14236004.000000 Penalty: 5892.855957
	Iteration 203Q: 3 clusters Score -1.4236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -14236000.000000 Penalty: 5892.855957
	Iteration 204Q: 3 clusters Score -1.4236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -14236002.000000 Penalty: 5892.855957
	Iteration 205Q: 3 clusters Score -1.4236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -14235991.000000 Penalty: 5892.855957
	Iteration 206Q: 3 clusters Score -1.423599e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -14235980.000000 Penalty: 5892.855957
	Iteration 207Q: 3 clusters Score -1.423598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 98876 members 
Entering Unmasked Estep 
Score: -14235987.000000 Penalty: 5892.855957
	Iteration 208Q: 3 clusters Score -1.423599e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -14236007.000000 Penalty: 5892.855957
	Iteration 209Q: 3 clusters Score -1.423601e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -14235977.000000 Penalty: 5892.855957
	Iteration 210Q: 3 clusters Score -1.423598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -14235983.000000 Penalty: 5892.855957
	Iteration 211Q: 3 clusters Score -1.423598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -14236010.000000 Penalty: 5892.855957
	Iteration 212Q: 3 clusters Score -1.423601e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -14236027.000000 Penalty: 5892.855957
	Iteration 213Q: 3 clusters Score -1.423603e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -14236015.000000 Penalty: 5892.855957
	Iteration 214Q: 3 clusters Score -1.423602e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -14235997.000000 Penalty: 5892.855957
	Iteration 215Q: 3 clusters Score -1.4236e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -14236010.000000 Penalty: 5892.855957
	Iteration 216Q: 3 clusters Score -1.423601e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 99359 members 
Entering Unmasked Estep 
Score: -14236027.000000 Penalty: 5892.855957
	Iteration 217Q: 3 clusters Score -1.423603e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -14236000.000000 Penalty: 5892.855957
	Iteration 218Q: 3 clusters Score -1.4236e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -14235999.000000 Penalty: 5892.855957
	Iteration 219Q: 3 clusters Score -1.4236e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -14236007.000000 Penalty: 5892.855957
	Iteration 220F: 3 clusters Score -1.423601e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -14236004.000000 Penalty: 5892.855957
	Iteration 221Q: 3 clusters Score -1.4236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -14235991.000000 Penalty: 5892.855957
	Iteration 222Q: 3 clusters Score -1.423599e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -14236000.000000 Penalty: 5892.855957
	Iteration 223Q: 3 clusters Score -1.4236e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -14236005.000000 Penalty: 5892.855957
	Iteration 224Q: 3 clusters Score -1.4236e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -14235991.000000 Penalty: 5892.855957
	Iteration 225Q: 3 clusters Score -1.423599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -14235986.000000 Penalty: 5892.855957
	Iteration 226Q: 3 clusters Score -1.423599e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -14235982.000000 Penalty: 5892.855957
	Iteration 227Q: 3 clusters Score -1.423598e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -14235992.000000 Penalty: 5892.855957
	Iteration 228Q: 3 clusters Score -1.423599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -14235982.000000 Penalty: 5892.855957
	Iteration 229Q: 3 clusters Score -1.423598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -14235973.000000 Penalty: 5892.855957
	Iteration 230Q: 3 clusters Score -1.423597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -14235972.000000 Penalty: 5892.855957
	Iteration 231Q: 3 clusters Score -1.423597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -14235983.000000 Penalty: 5892.855957
	Iteration 232Q: 3 clusters Score -1.423598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -14235996.000000 Penalty: 5892.855957
	Iteration 233Q: 3 clusters Score -1.4236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -14235988.000000 Penalty: 5892.855957
	Iteration 234Q: 3 clusters Score -1.423599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -14235972.000000 Penalty: 5892.855957
	Iteration 235Q: 3 clusters Score -1.423597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -14235975.000000 Penalty: 5892.855957
	Iteration 236Q: 3 clusters Score -1.423598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -14235973.000000 Penalty: 5892.855957
	Iteration 237Q: 3 clusters Score -1.423597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -14235983.000000 Penalty: 5892.855957
	Iteration 238Q: 3 clusters Score -1.423598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -14235961.000000 Penalty: 5892.855957
	Iteration 239Q: 3 clusters Score -1.423596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -14235966.000000 Penalty: 5892.855957
	Iteration 240F: 3 clusters Score -1.423597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -14235957.000000 Penalty: 5892.855957
	Iteration 241Q: 3 clusters Score -1.423596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -14235951.000000 Penalty: 5892.855957
	Iteration 242Q: 3 clusters Score -1.423595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.423596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -14235967.000000 Penalty: 5892.855957
	Iteration 244Q: 3 clusters Score -1.423597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -14235962.000000 Penalty: 5892.855957
	Iteration 245Q: 3 clusters Score -1.423596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -14235978.000000 Penalty: 5892.855957
	Iteration 246Q: 3 clusters Score -1.423598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 100261 members 
Entering Unmasked Estep 
Score: -14235989.000000 Penalty: 5892.855957
	Iteration 247Q: 3 clusters Score -1.423599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -14235985.000000 Penalty: 5892.855957
	Iteration 248Q: 3 clusters Score -1.423598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -14235970.000000 Penalty: 5892.855957
	Iteration 249Q: 3 clusters Score -1.423597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -14235956.000000 Penalty: 5892.855957
	Iteration 250Q: 3 clusters Score -1.423596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -14235975.000000 Penalty: 5892.855957
	Iteration 251Q: 3 clusters Score -1.423598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -14235974.000000 Penalty: 5892.855957
	Iteration 252Q: 3 clusters Score -1.423597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 100314 members 
Entering Unmasked Estep 
Score: -14235963.000000 Penalty: 5892.855957
	Iteration 253Q: 3 clusters Score -1.423596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -14235959.000000 Penalty: 5892.855957
	Iteration 254Q: 3 clusters Score -1.423596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -14235960.000000 Penalty: 5892.855957
	Iteration 255Q: 3 clusters Score -1.423596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -14235962.000000 Penalty: 5892.855957
	Iteration 256Q: 3 clusters Score -1.423596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -14235957.000000 Penalty: 5892.855957
	Iteration 257Q: 3 clusters Score -1.423596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -14235958.000000 Penalty: 5892.855957
	Iteration 258Q: 3 clusters Score -1.423596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -14235959.000000 Penalty: 5892.855957
	Iteration 259Q: 3 clusters Score -1.423596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -14235948.000000 Penalty: 5892.855957
	Iteration 260F: 3 clusters Score -1.423595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -14235967.000000 Penalty: 5892.855957
	Iteration 261Q: 3 clusters Score -1.423597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -14235973.000000 Penalty: 5892.855957
	Iteration 262Q: 3 clusters Score -1.423597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -14235972.000000 Penalty: 5892.855957
	Iteration 263Q: 3 clusters Score -1.423597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -14235970.000000 Penalty: 5892.855957
	Iteration 264Q: 3 clusters Score -1.423597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -14235959.000000 Penalty: 5892.855957
	Iteration 265Q: 3 clusters Score -1.423596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -14235975.000000 Penalty: 5892.855957
	Iteration 266Q: 3 clusters Score -1.423598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -14235971.000000 Penalty: 5892.855957
	Iteration 267Q: 3 clusters Score -1.423597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -14235961.000000 Penalty: 5892.855957
	Iteration 268Q: 3 clusters Score -1.423596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -14235952.000000 Penalty: 5892.855957
	Iteration 269Q: 3 clusters Score -1.423595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -14235946.000000 Penalty: 5892.855957
	Iteration 270Q: 3 clusters Score -1.423595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -14235960.000000 Penalty: 5892.855957
	Iteration 271Q: 3 clusters Score -1.423596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -14235971.000000 Penalty: 5892.855957
	Iteration 272Q: 3 clusters Score -1.423597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -14235975.000000 Penalty: 5892.855957
	Iteration 273Q: 3 clusters Score -1.423598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -14235966.000000 Penalty: 5892.855957
	Iteration 274Q: 3 clusters Score -1.423597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -14235965.000000 Penalty: 5892.855957
	Iteration 275Q: 3 clusters Score -1.423596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -14235960.000000 Penalty: 5892.855957
	Iteration 276Q: 3 clusters Score -1.423596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -14235967.000000 Penalty: 5892.855957
	Iteration 277Q: 3 clusters Score -1.423597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -14235960.000000 Penalty: 5892.855957
	Iteration 278Q: 3 clusters Score -1.423596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -14235969.000000 Penalty: 5892.855957
	Iteration 279Q: 3 clusters Score -1.423597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -14235955.000000 Penalty: 5892.855957
	Iteration 280F: 3 clusters Score -1.423596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -14235947.000000 Penalty: 5892.855957
	Iteration 281Q: 3 clusters Score -1.423595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -14235955.000000 Penalty: 5892.855957
	Iteration 282Q: 3 clusters Score -1.423596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -14235940.000000 Penalty: 5892.855957
	Iteration 283Q: 3 clusters Score -1.423594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -14235931.000000 Penalty: 5892.855957
	Iteration 284Q: 3 clusters Score -1.423593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -14235940.000000 Penalty: 5892.855957
	Iteration 285Q: 3 clusters Score -1.423594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -14235939.000000 Penalty: 5892.855957
	Iteration 286Q: 3 clusters Score -1.423594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -14235938.000000 Penalty: 5892.855957
	Iteration 287Q: 3 clusters Score -1.423594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -14235931.000000 Penalty: 5892.855957
	Iteration 288Q: 3 clusters Score -1.423593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -14235950.000000 Penalty: 5892.855957
	Iteration 289Q: 3 clusters Score -1.423595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -14235948.000000 Penalty: 5892.855957
	Iteration 290Q: 3 clusters Score -1.423595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -14235931.000000 Penalty: 5892.855957
	Iteration 291Q: 3 clusters Score -1.423593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -14235928.000000 Penalty: 5892.855957
	Iteration 292Q: 3 clusters Score -1.423593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -14235926.000000 Penalty: 5892.855957
	Iteration 293Q: 3 clusters Score -1.423593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -14235921.000000 Penalty: 5892.855957
	Iteration 294Q: 3 clusters Score -1.423592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -14235927.000000 Penalty: 5892.855957
	Iteration 295Q: 3 clusters Score -1.423593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -14235920.000000 Penalty: 5892.855957
	Iteration 296Q: 3 clusters Score -1.423592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -14235916.000000 Penalty: 5892.855957
	Iteration 297Q: 3 clusters Score -1.423592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -14235919.000000 Penalty: 5892.855957
	Iteration 298Q: 3 clusters Score -1.423592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -14235921.000000 Penalty: 5892.855957
	Iteration 299Q: 3 clusters Score -1.423592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -14235916.000000 Penalty: 5892.855957
	Iteration 300F: 3 clusters Score -1.423592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -14235918.000000 Penalty: 5892.855957
	Iteration 301Q: 3 clusters Score -1.423592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -14235910.000000 Penalty: 5892.855957
	Iteration 302Q: 3 clusters Score -1.423591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -14235918.000000 Penalty: 5892.855957
	Iteration 303Q: 3 clusters Score -1.423592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -14235919.000000 Penalty: 5892.855957
	Iteration 304Q: 3 clusters Score -1.423592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -14235915.000000 Penalty: 5892.855957
	Iteration 305Q: 3 clusters Score -1.423592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -14235919.000000 Penalty: 5892.855957
	Iteration 306Q: 3 clusters Score -1.423592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -14235912.000000 Penalty: 5892.855957
	Iteration 307Q: 3 clusters Score -1.423591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -14235913.000000 Penalty: 5892.855957
	Iteration 308Q: 3 clusters Score -1.423591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -14235913.000000 Penalty: 5892.855957
	Iteration 309Q: 3 clusters Score -1.423591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -14235908.000000 Penalty: 5892.855957
	Iteration 310Q: 3 clusters Score -1.423591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -14235908.000000 Penalty: 5892.855957
	Iteration 311F: 3 clusters Score -1.423591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -894518.437500 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894518.4 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -897203.187500 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897203.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -897843.437500 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -897843.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -898480.062500 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -898480.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -899024.875000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -899024.9 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -899625.562500 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -899625.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -900301.250000 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -900301.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -900984.437500 Penalty: 4640.746094
	Iteration 7F: 3 clusters Score -900984.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -901539.812500 Penalty: 4640.746094
	Iteration 8F: 3 clusters Score -901539.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -901942.062500 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -901942.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -902181.750000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -902181.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -902336.500000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -902336.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -902449.187500 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -902449.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -902510.562500 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -902510.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -902572.250000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -902572.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -902613.312500 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902613.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -902647.750000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902647.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -902671.875000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902671.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -902687.187500 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902687.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -902705.062500 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902705.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -902711.437500 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902711.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -902730.687500 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902730.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -902741.250000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902741.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -902748.875000 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -902748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -902755.000000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -902755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -902763.875000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -902763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -902768.750000 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -902768.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -902771.687500 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -902771.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -902776.750000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -902776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -902776.562500 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -902776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -902776.625000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -902776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -902777.187500 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -902777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -902777.187500 Penalty: 4640.746094
	Iteration 32F: 3 clusters Score -902777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -113098.335938 Penalty: 1785.149536
	Iteration 0F: 2 clusters Score -113098.3 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 653 members 
Entering Unmasked Estep 
Score: -110922.875000 Penalty: 3570.299072
	Iteration 0F: 3 clusters Score -110922.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -111257.445312 Penalty: 3570.299072
	Iteration 1F: 3 clusters Score -111257.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -111363.718750 Penalty: 3570.299072
	Iteration 2F: 3 clusters Score -111363.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -111425.343750 Penalty: 3570.299072
	Iteration 3Q: 3 clusters Score -111425.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111466.140625 Penalty: 3570.299072
	Iteration 4Q: 3 clusters Score -111466.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111494.460938 Penalty: 3570.299072
	Iteration 5Q: 3 clusters Score -111494.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111512.218750 Penalty: 3570.299072
	Iteration 6Q: 3 clusters Score -111512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -111523.367188 Penalty: 3570.299072
	Iteration 7Q: 3 clusters Score -111523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -111536.656250 Penalty: 3570.299072
	Iteration 8Q: 3 clusters Score -111536.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -111548.085938 Penalty: 3570.299072
	Iteration 9Q: 3 clusters Score -111548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -111556.031250 Penalty: 3570.299072
	Iteration 10Q: 3 clusters Score -111556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -111567.359375 Penalty: 3570.299072
	Iteration 11Q: 3 clusters Score -111567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -111579.882812 Penalty: 3570.299072
	Iteration 12Q: 3 clusters Score -111579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111594.757812 Penalty: 3570.299072
	Iteration 13Q: 3 clusters Score -111594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111603.695312 Penalty: 3570.299072
	Iteration 14Q: 3 clusters Score -111603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111607.554688 Penalty: 3570.299072
	Iteration 15Q: 3 clusters Score -111607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111615.515625 Penalty: 3570.299072
	Iteration 16Q: 3 clusters Score -111615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -111626.343750 Penalty: 3570.299072
	Iteration 17Q: 3 clusters Score -111626.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111632.757812 Penalty: 3570.299072
	Iteration 18Q: 3 clusters Score -111632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -111636.078125 Penalty: 3570.299072
	Iteration 19Q: 3 clusters Score -111636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111641.828125 Penalty: 3570.299072
	Iteration 20F: 3 clusters Score -111641.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -111651.078125 Penalty: 3570.299072
	Iteration 21Q: 3 clusters Score -111651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -111661.398438 Penalty: 3570.299072
	Iteration 22Q: 3 clusters Score -111661.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -111676.226562 Penalty: 3570.299072
	Iteration 23Q: 3 clusters Score -111676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111681.671875 Penalty: 3570.299072
	Iteration 24Q: 3 clusters Score -111681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111687.250000 Penalty: 3570.299072
	Iteration 25Q: 3 clusters Score -111687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -111690.382812 Penalty: 3570.299072
	Iteration 26Q: 3 clusters Score -111690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -111693.125000 Penalty: 3570.299072
	Iteration 27Q: 3 clusters Score -111693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111697.054688 Penalty: 3570.299072
	Iteration 28Q: 3 clusters Score -111697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -111698.835938 Penalty: 3570.299072
	Iteration 29Q: 3 clusters Score -111698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -111701.695312 Penalty: 3570.299072
	Iteration 30Q: 3 clusters Score -111701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -111704.125000 Penalty: 3570.299072
	Iteration 31Q: 3 clusters Score -111704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111706.015625 Penalty: 3570.299072
	Iteration 32Q: 3 clusters Score -111706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111707.773438 Penalty: 3570.299072
	Iteration 33Q: 3 clusters Score -111707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111707.773438 Penalty: 3570.299072
	Iteration 34F: 3 clusters Score -111707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -13816298.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.38163e+07 nChanged 81446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -13863216.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386322e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -13864074.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.386407e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -13864939.000000 Penalty: 5973.030762
	Iteration 3Q: 3 clusters Score -1.386494e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -13866191.000000 Penalty: 5973.030762
	Iteration 4Q: 3 clusters Score -1.386619e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -13867975.000000 Penalty: 5973.030762
	Iteration 5Q: 3 clusters Score -1.386798e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -13870759.000000 Penalty: 5973.030762
	Iteration 6Q: 3 clusters Score -1.387076e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -13875302.000000 Penalty: 5973.030762
	Iteration 7Q: 3 clusters Score -1.38753e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -13882518.000000 Penalty: 5973.030762
	Iteration 8F: 3 clusters Score -1.388252e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 125294 members 
Entering Unmasked Estep 
Score: -13892728.000000 Penalty: 5973.030762
	Iteration 9F: 3 clusters Score -1.389273e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 137316 members 
Entering Unmasked Estep 
Score: -13903849.000000 Penalty: 5973.030762
	Iteration 10F: 3 clusters Score -1.390385e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 147839 members 
Entering Unmasked Estep 
Score: -13913508.000000 Penalty: 5973.030762
	Iteration 11F: 3 clusters Score -1.391351e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 155539 members 
Entering Unmasked Estep 
Score: -13919886.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.391989e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -13923487.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.392349e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 163513 members 
Entering Unmasked Estep 
Score: -13925453.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.392545e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -13926513.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.392651e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -13927128.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.392713e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 167090 members 
Entering Unmasked Estep 
Score: -13927474.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.392747e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -13927715.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.392772e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 167796 members 
Entering Unmasked Estep 
Score: -13927872.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.392787e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -13927987.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.392799e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -13928084.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.392808e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -13928161.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.392816e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -13928210.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.392821e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -13928234.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392823e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -13928277.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.392828e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -13928278.000000 Penalty: 5973.030762
	Iteration 26Q: 3 clusters Score -1.392828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -13928308.000000 Penalty: 5973.030762
	Iteration 27Q: 3 clusters Score -1.392831e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -13928321.000000 Penalty: 5973.030762
	Iteration 28Q: 3 clusters Score -1.392832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -13928329.000000 Penalty: 5973.030762
	Iteration 29Q: 3 clusters Score -1.392833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -13928342.000000 Penalty: 5973.030762
	Iteration 30Q: 3 clusters Score -1.392834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 168536 members 
Entering Unmasked Estep 
Score: -13928337.000000 Penalty: 5973.030762
	Iteration 31Q: 3 clusters Score -1.392834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -13928366.000000 Penalty: 5973.030762
	Iteration 32Q: 3 clusters Score -1.392837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -13928385.000000 Penalty: 5973.030762
	Iteration 33Q: 3 clusters Score -1.392838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -13928400.000000 Penalty: 5973.030762
	Iteration 34Q: 3 clusters Score -1.39284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -13928410.000000 Penalty: 5973.030762
	Iteration 35Q: 3 clusters Score -1.392841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -13928390.000000 Penalty: 5973.030762
	Iteration 36Q: 3 clusters Score -1.392839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 168571 members 
Entering Unmasked Estep 
Score: -13928407.000000 Penalty: 5973.030762
	Iteration 37Q: 3 clusters Score -1.392841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -13928412.000000 Penalty: 5973.030762
	Iteration 38Q: 3 clusters Score -1.392841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 168578 members 
Entering Unmasked Estep 
Score: -13928401.000000 Penalty: 5973.030762
	Iteration 39Q: 3 clusters Score -1.39284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 168585 members 
Entering Unmasked Estep 
Score: -13928417.000000 Penalty: 5973.030762
	Iteration 40F: 3 clusters Score -1.392842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 168590 members 
Entering Unmasked Estep 
Score: -13928399.000000 Penalty: 5973.030762
	Iteration 41Q: 3 clusters Score -1.39284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 168605 members 
Entering Unmasked Estep 
Score: -13928420.000000 Penalty: 5973.030762
	Iteration 42Q: 3 clusters Score -1.392842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -13928435.000000 Penalty: 5973.030762
	Iteration 43Q: 3 clusters Score -1.392844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 168619 members 
Entering Unmasked Estep 
Score: -13928435.000000 Penalty: 5973.030762
	Iteration 44Q: 3 clusters Score -1.392844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 168626 members 
Entering Unmasked Estep 
Score: -13928437.000000 Penalty: 5973.030762
	Iteration 45Q: 3 clusters Score -1.392844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -13928441.000000 Penalty: 5973.030762
	Iteration 46Q: 3 clusters Score -1.392844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -13928440.000000 Penalty: 5973.030762
	Iteration 47Q: 3 clusters Score -1.392844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -13928439.000000 Penalty: 5973.030762
	Iteration 48Q: 3 clusters Score -1.392844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -13928445.000000 Penalty: 5973.030762
	Iteration 49Q: 3 clusters Score -1.392844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 168647 members 
Entering Unmasked Estep 
Score: -13928445.000000 Penalty: 5973.030762
	Iteration 50Q: 3 clusters Score -1.392844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -13928436.000000 Penalty: 5973.030762
	Iteration 51Q: 3 clusters Score -1.392844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 168656 members 
Entering Unmasked Estep 
Score: -13928451.000000 Penalty: 5973.030762
	Iteration 52Q: 3 clusters Score -1.392845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -13928469.000000 Penalty: 5973.030762
	Iteration 53Q: 3 clusters Score -1.392847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -13928462.000000 Penalty: 5973.030762
	Iteration 54Q: 3 clusters Score -1.392846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 168664 members 
Entering Unmasked Estep 
Score: -13928469.000000 Penalty: 5973.030762
	Iteration 55Q: 3 clusters Score -1.392847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 168664 members 
Entering Unmasked Estep 
Score: -13928478.000000 Penalty: 5973.030762
	Iteration 56Q: 3 clusters Score -1.392848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -13928482.000000 Penalty: 5973.030762
	Iteration 57Q: 3 clusters Score -1.392848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 168662 members 
Entering Unmasked Estep 
Score: -13928470.000000 Penalty: 5973.030762
	Iteration 58Q: 3 clusters Score -1.392847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -13928468.000000 Penalty: 5973.030762
	Iteration 59Q: 3 clusters Score -1.392847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 168662 members 
Entering Unmasked Estep 
Score: -13928483.000000 Penalty: 5973.030762
	Iteration 60F: 3 clusters Score -1.392848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Entering Unmasked Estep 
Score: -11824724.000000 Penalty: 2882.390381
	Iteration 0F: 2 clusters Score -1.182472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -11754670.000000 Penalty: 5764.780762
	Iteration 0F: 3 clusters Score -1.175467e+07 nChanged 52951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -11784966.000000 Penalty: 5764.780762
	Iteration 1F: 3 clusters Score -1.178497e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -11785669.000000 Penalty: 5764.780762
	Iteration 2Q: 3 clusters Score -1.178567e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -11786337.000000 Penalty: 5764.780762
	Iteration 3Q: 3 clusters Score -1.178634e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -11786981.000000 Penalty: 5764.780762
	Iteration 4Q: 3 clusters Score -1.178698e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -11787846.000000 Penalty: 5764.780762
	Iteration 5Q: 3 clusters Score -1.178785e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -11788772.000000 Penalty: 5764.780762
	Iteration 6Q: 3 clusters Score -1.178877e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -11790291.000000 Penalty: 5764.780762
	Iteration 7Q: 3 clusters Score -1.179029e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -11792506.000000 Penalty: 5764.780762
	Iteration 8Q: 3 clusters Score -1.179251e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -11795569.000000 Penalty: 5764.780762
	Iteration 9Q: 3 clusters Score -1.179557e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -11800053.000000 Penalty: 5764.780762
	Iteration 10F: 3 clusters Score -1.180005e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -11805330.000000 Penalty: 5764.780762
	Iteration 11F: 3 clusters Score -1.180533e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -11811076.000000 Penalty: 5764.780762
	Iteration 12F: 3 clusters Score -1.181108e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -11816007.000000 Penalty: 5764.780762
	Iteration 13F: 3 clusters Score -1.181601e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -11819451.000000 Penalty: 5764.780762
	Iteration 14Q: 3 clusters Score -1.181945e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -11821968.000000 Penalty: 5764.780762
	Iteration 15Q: 3 clusters Score -1.182197e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -11823611.000000 Penalty: 5764.780762
	Iteration 16Q: 3 clusters Score -1.182361e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -11824650.000000 Penalty: 5764.780762
	Iteration 17Q: 3 clusters Score -1.182465e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -11825159.000000 Penalty: 5764.780762
	Iteration 18Q: 3 clusters Score -1.182516e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -11825505.000000 Penalty: 5764.780762
	Iteration 19Q: 3 clusters Score -1.18255e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -11825656.000000 Penalty: 5764.780762
	Iteration 20F: 3 clusters Score -1.182566e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -11825828.000000 Penalty: 5764.780762
	Iteration 21Q: 3 clusters Score -1.182583e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -11825867.000000 Penalty: 5764.780762
	Iteration 22Q: 3 clusters Score -1.182587e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -11825887.000000 Penalty: 5764.780762
	Iteration 23Q: 3 clusters Score -1.182589e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -11825940.000000 Penalty: 5764.780762
	Iteration 24Q: 3 clusters Score -1.182594e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -11825955.000000 Penalty: 5764.780762
	Iteration 25Q: 3 clusters Score -1.182596e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -11825979.000000 Penalty: 5764.780762
	Iteration 26Q: 3 clusters Score -1.182598e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -11826020.000000 Penalty: 5764.780762
	Iteration 27Q: 3 clusters Score -1.182602e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -11826034.000000 Penalty: 5764.780762
	Iteration 28Q: 3 clusters Score -1.182603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -11826040.000000 Penalty: 5764.780762
	Iteration 29Q: 3 clusters Score -1.182604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -11826038.000000 Penalty: 5764.780762
	Iteration 30Q: 3 clusters Score -1.182604e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104723 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -11826006.000000 Penalty: 5764.780762
	Iteration 31Q: 3 clusters Score -1.182601e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -11825992.000000 Penalty: 5764.780762
	Iteration 32Q: 3 clusters Score -1.182599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -11826018.000000 Penalty: 5764.780762
	Iteration 33Q: 3 clusters Score -1.182602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104824 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -11826021.000000 Penalty: 5764.780762
	Iteration 34Q: 3 clusters Score -1.182602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -11826006.000000 Penalty: 5764.780762
	Iteration 35Q: 3 clusters Score -1.182601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -11826002.000000 Penalty: 5764.780762
	Iteration 36Q: 3 clusters Score -1.1826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -11825997.000000 Penalty: 5764.780762
	Iteration 37Q: 3 clusters Score -1.1826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -11826006.000000 Penalty: 5764.780762
	Iteration 38Q: 3 clusters Score -1.182601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -11826009.000000 Penalty: 5764.780762
	Iteration 39Q: 3 clusters Score -1.182601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -11826003.000000 Penalty: 5764.780762
	Iteration 40F: 3 clusters Score -1.1826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -11826005.000000 Penalty: 5764.780762
	Iteration 41Q: 3 clusters Score -1.1826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -11825999.000000 Penalty: 5764.780762
	Iteration 42Q: 3 clusters Score -1.1826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -11826000.000000 Penalty: 5764.780762
	Iteration 43Q: 3 clusters Score -1.1826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -11825989.000000 Penalty: 5764.780762
	Iteration 44Q: 3 clusters Score -1.182599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -11825993.000000 Penalty: 5764.780762
	Iteration 45Q: 3 clusters Score -1.182599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -11826000.000000 Penalty: 5764.780762
	Iteration 46Q: 3 clusters Score -1.1826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -11825997.000000 Penalty: 5764.780762
	Iteration 47Q: 3 clusters Score -1.1826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -11825988.000000 Penalty: 5764.780762
	Iteration 48Q: 3 clusters Score -1.182599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -11825999.000000 Penalty: 5764.780762
	Iteration 49Q: 3 clusters Score -1.1826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -11826004.000000 Penalty: 5764.780762
	Iteration 50Q: 3 clusters Score -1.1826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -11825995.000000 Penalty: 5764.780762
	Iteration 51Q: 3 clusters Score -1.1826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -11826002.000000 Penalty: 5764.780762
	Iteration 52Q: 3 clusters Score -1.1826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -11826007.000000 Penalty: 5764.780762
	Iteration 53Q: 3 clusters Score -1.182601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -11825994.000000 Penalty: 5764.780762
	Iteration 54Q: 3 clusters Score -1.182599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -11825994.000000 Penalty: 5764.780762
	Iteration 55F: 3 clusters Score -1.182599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21739 members 
Mstep: Class 14 contains 43775 members 
Mstep: Class 15 contains 144460 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 104909 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 19340 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128737 members 
Mstep: Class 33 contains 123723 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76567 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127263 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5596 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5621 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103042 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3969 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 6676 members 
Entering Unmasked Estep 
Score: -150795600.000000 Penalty: 274824.687500
Splitting cluster 19 changes total score from -150795184.000000 to -150795600.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 20 (11640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Entering Unmasked Estep 
Score: -905200.562500 Penalty: 2321.826172
	Iteration 0F: 2 clusters Score -905200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -896459.500000 Penalty: 4643.652344
	Iteration 0F: 3 clusters Score -896459.5 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -898970.500000 Penalty: 4643.652344
	Iteration 1F: 3 clusters Score -898970.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -899356.750000 Penalty: 4643.652344
	Iteration 2F: 3 clusters Score -899356.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -899765.625000 Penalty: 4643.652344
	Iteration 3F: 3 clusters Score -899765.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -900203.812500 Penalty: 4643.652344
	Iteration 4F: 3 clusters Score -900203.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -900651.125000 Penalty: 4643.652344
	Iteration 5F: 3 clusters Score -900651.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -901089.562500 Penalty: 4643.652344
	Iteration 6F: 3 clusters Score -901089.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -901465.062500 Penalty: 4643.652344
	Iteration 7F: 3 clusters Score -901465.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -901736.250000 Penalty: 4643.652344
	Iteration 8Q: 3 clusters Score -901736.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -901949.437500 Penalty: 4643.652344
	Iteration 9Q: 3 clusters Score -901949.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -902078.187500 Penalty: 4643.652344
	Iteration 10Q: 3 clusters Score -902078.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -902184.812500 Penalty: 4643.652344
	Iteration 11Q: 3 clusters Score -902184.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -902259.250000 Penalty: 4643.652344
	Iteration 12Q: 3 clusters Score -902259.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -902321.250000 Penalty: 4643.652344
	Iteration 13Q: 3 clusters Score -902321.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -902369.062500 Penalty: 4643.652344
	Iteration 14Q: 3 clusters Score -902369.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -902404.187500 Penalty: 4643.652344
	Iteration 15Q: 3 clusters Score -902404.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -902430.937500 Penalty: 4643.652344
	Iteration 16Q: 3 clusters Score -902430.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -902453.937500 Penalty: 4643.652344
	Iteration 17Q: 3 clusters Score -902453.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -902464.687500 Penalty: 4643.652344
	Iteration 18Q: 3 clusters Score -902464.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -902475.750000 Penalty: 4643.652344
	Iteration 19Q: 3 clusters Score -902475.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -902483.937500 Penalty: 4643.652344
	Iteration 20F: 3 clusters Score -902483.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -902491.250000 Penalty: 4643.652344
	Iteration 21Q: 3 clusters Score -902491.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -902500.062500 Penalty: 4643.652344
	Iteration 22Q: 3 clusters Score -902500.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -902513.187500 Penalty: 4643.652344
	Iteration 23Q: 3 clusters Score -902513.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -902529.437500 Penalty: 4643.652344
	Iteration 24Q: 3 clusters Score -902529.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -902546.125000 Penalty: 4643.652344
	Iteration 25Q: 3 clusters Score -902546.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -902573.250000 Penalty: 4643.652344
	Iteration 26Q: 3 clusters Score -902573.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -902611.750000 Penalty: 4643.652344
	Iteration 27Q: 3 clusters Score -902611.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -902666.875000 Penalty: 4643.652344
	Iteration 28Q: 3 clusters Score -902666.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -902727.187500 Penalty: 4643.652344
	Iteration 29Q: 3 clusters Score -902727.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -902791.312500 Penalty: 4643.652344
	Iteration 30Q: 3 clusters Score -902791.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -902841.750000 Penalty: 4643.652344
	Iteration 31Q: 3 clusters Score -902841.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -902896.687500 Penalty: 4643.652344
	Iteration 32Q: 3 clusters Score -902896.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -902946.500000 Penalty: 4643.652344
	Iteration 33Q: 3 clusters Score -902946.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -902990.812500 Penalty: 4643.652344
	Iteration 34Q: 3 clusters Score -902990.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -903033.500000 Penalty: 4643.652344
	Iteration 35Q: 3 clusters Score -903033.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -903087.000000 Penalty: 4643.652344
	Iteration 36Q: 3 clusters Score -903087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -903125.250000 Penalty: 4643.652344
	Iteration 37Q: 3 clusters Score -903125.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -903147.500000 Penalty: 4643.652344
	Iteration 38Q: 3 clusters Score -903147.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -903180.375000 Penalty: 4643.652344
	Iteration 39Q: 3 clusters Score -903180.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -903212.375000 Penalty: 4643.652344
	Iteration 40F: 3 clusters Score -903212.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -903238.250000 Penalty: 4643.652344
	Iteration 41Q: 3 clusters Score -903238.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -903260.562500 Penalty: 4643.652344
	Iteration 42Q: 3 clusters Score -903260.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -903278.812500 Penalty: 4643.652344
	Iteration 43Q: 3 clusters Score -903278.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -903294.500000 Penalty: 4643.652344
	Iteration 44Q: 3 clusters Score -903294.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -903315.125000 Penalty: 4643.652344
	Iteration 45Q: 3 clusters Score -903315.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -903332.937500 Penalty: 4643.652344
	Iteration 46Q: 3 clusters Score -903332.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -903355.125000 Penalty: 4643.652344
	Iteration 47Q: 3 clusters Score -903355.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -903374.687500 Penalty: 4643.652344
	Iteration 48Q: 3 clusters Score -903374.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -903398.875000 Penalty: 4643.652344
	Iteration 49Q: 3 clusters Score -903398.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -903417.562500 Penalty: 4643.652344
	Iteration 50Q: 3 clusters Score -903417.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -903438.250000 Penalty: 4643.652344
	Iteration 51Q: 3 clusters Score -903438.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -903458.750000 Penalty: 4643.652344
	Iteration 52Q: 3 clusters Score -903458.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -903478.625000 Penalty: 4643.652344
	Iteration 53Q: 3 clusters Score -903478.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -903499.937500 Penalty: 4643.652344
	Iteration 54Q: 3 clusters Score -903499.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -903519.250000 Penalty: 4643.652344
	Iteration 55Q: 3 clusters Score -903519.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -903536.437500 Penalty: 4643.652344
	Iteration 56Q: 3 clusters Score -903536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -903546.937500 Penalty: 4643.652344
	Iteration 57Q: 3 clusters Score -903546.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -903563.187500 Penalty: 4643.652344
	Iteration 58Q: 3 clusters Score -903563.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -903578.500000 Penalty: 4643.652344
	Iteration 59Q: 3 clusters Score -903578.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -903587.375000 Penalty: 4643.652344
	Iteration 60F: 3 clusters Score -903587.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -903592.625000 Penalty: 4643.652344
	Iteration 61Q: 3 clusters Score -903592.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -903603.562500 Penalty: 4643.652344
	Iteration 62Q: 3 clusters Score -903603.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -903611.375000 Penalty: 4643.652344
	Iteration 63Q: 3 clusters Score -903611.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -903617.500000 Penalty: 4643.652344
	Iteration 64Q: 3 clusters Score -903617.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -903622.687500 Penalty: 4643.652344
	Iteration 65Q: 3 clusters Score -903622.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -903629.312500 Penalty: 4643.652344
	Iteration 66Q: 3 clusters Score -903629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -903638.375000 Penalty: 4643.652344
	Iteration 67Q: 3 clusters Score -903638.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -903642.750000 Penalty: 4643.652344
	Iteration 68Q: 3 clusters Score -903642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -903647.125000 Penalty: 4643.652344
	Iteration 69Q: 3 clusters Score -903647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -903649.625000 Penalty: 4643.652344
	Iteration 70Q: 3 clusters Score -903649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -903651.125000 Penalty: 4643.652344
	Iteration 71Q: 3 clusters Score -903651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -903652.750000 Penalty: 4643.652344
	Iteration 72Q: 3 clusters Score -903652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -903652.062500 Penalty: 4643.652344
	Iteration 73Q: 3 clusters Score -903652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -903654.250000 Penalty: 4643.652344
	Iteration 74Q: 3 clusters Score -903654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -903656.250000 Penalty: 4643.652344
	Iteration 75Q: 3 clusters Score -903656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -903656.250000 Penalty: 4643.652344
	Iteration 76F: 3 clusters Score -903656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -486889.500000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486889.5 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -488480.281250 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488480.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -489085.656250 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -489085.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -489862.781250 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -489862.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -490852.625000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -490852.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -491822.906250 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -491822.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -492372.468750 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -492372.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -492616.375000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -492616.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -492777.375000 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -492777.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -492895.718750 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -492895.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -492986.343750 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -492986.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -493041.187500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -493041.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -493092.562500 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -493092.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -493115.437500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -493115.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -493122.656250 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -493122.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -493133.500000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -493133.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -493143.062500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -493143.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -493154.156250 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -493154.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -493158.937500 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -493158.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -493164.562500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -493164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -493167.750000 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -493167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -493172.718750 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -493172.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -493177.125000 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -493177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -493180.437500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -493180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -493179.875000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -493179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -493180.218750 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -493180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -493180.218750 Penalty: 4347.590332
	Iteration 26F: 3 clusters Score -493180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21739 members 
Mstep: Class 14 contains 43775 members 
Mstep: Class 15 contains 144460 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 104909 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 19340 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128737 members 
Mstep: Class 33 contains 123723 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76567 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127263 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5596 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5621 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103042 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3969 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 6676 members 
Mstep: Class 78 contains 2204 members 
Entering Unmasked Estep 
Score: -150795008.000000 Penalty: 278393.843750
Splitting cluster 21 changes total score from -150795184.000000 to -150795008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Entering Unmasked Estep 
Score: -4197776.000000 Penalty: 2690.341797
	Iteration 0F: 2 clusters Score -4197776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -4162869.500000 Penalty: 5380.683594
	Iteration 0F: 3 clusters Score -4162870 nChanged 23762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4176250.250000 Penalty: 5380.683594
	Iteration 1F: 3 clusters Score -4176250 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4176956.250000 Penalty: 5380.683594
	Iteration 2Q: 3 clusters Score -4176956 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4177902.500000 Penalty: 5380.683594
	Iteration 3Q: 3 clusters Score -4177902 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4179313.500000 Penalty: 5380.683594
	Iteration 4F: 3 clusters Score -4179314 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4181552.250000 Penalty: 5380.683594
	Iteration 5F: 3 clusters Score -4181552 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4184420.000000 Penalty: 5380.683594
	Iteration 6F: 3 clusters Score -4184420 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4187189.500000 Penalty: 5380.683594
	Iteration 7F: 3 clusters Score -4187190 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -4189432.250000 Penalty: 5380.683594
	Iteration 8F: 3 clusters Score -4189432 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -4191111.250000 Penalty: 5380.683594
	Iteration 9Q: 3 clusters Score -4191111 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -4192389.250000 Penalty: 5380.683594
	Iteration 10Q: 3 clusters Score -4192389 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -4193354.000000 Penalty: 5380.683594
	Iteration 11Q: 3 clusters Score -4193354 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -4194069.000000 Penalty: 5380.683594
	Iteration 12Q: 3 clusters Score -4194069 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -4194629.000000 Penalty: 5380.683594
	Iteration 13Q: 3 clusters Score -4194629 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -4195065.500000 Penalty: 5380.683594
	Iteration 14Q: 3 clusters Score -4195066 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -4195404.500000 Penalty: 5380.683594
	Iteration 15Q: 3 clusters Score -4195404 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -4195626.000000 Penalty: 5380.683594
	Iteration 16Q: 3 clusters Score -4195626 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -4195758.500000 Penalty: 5380.683594
	Iteration 17Q: 3 clusters Score -4195758 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -4195843.500000 Penalty: 5380.683594
	Iteration 18Q: 3 clusters Score -4195844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -4195913.000000 Penalty: 5380.683594
	Iteration 19Q: 3 clusters Score -4195913 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -4195947.500000 Penalty: 5380.683594
	Iteration 20F: 3 clusters Score -4195948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4195970.000000 Penalty: 5380.683594
	Iteration 21Q: 3 clusters Score -4195970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -4195979.500000 Penalty: 5380.683594
	Iteration 22Q: 3 clusters Score -4195980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -4195983.000000 Penalty: 5380.683594
	Iteration 23Q: 3 clusters Score -4195983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -4195993.000000 Penalty: 5380.683594
	Iteration 24Q: 3 clusters Score -4195993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -4195998.500000 Penalty: 5380.683594
	Iteration 25Q: 3 clusters Score -4195998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -4196008.500000 Penalty: 5380.683594
	Iteration 26Q: 3 clusters Score -4196008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -4196010.000000 Penalty: 5380.683594
	Iteration 27Q: 3 clusters Score -4196010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -4196012.500000 Penalty: 5380.683594
	Iteration 28Q: 3 clusters Score -4196012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -4196027.000000 Penalty: 5380.683594
	Iteration 29Q: 3 clusters Score -4196027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -4196029.000000 Penalty: 5380.683594
	Iteration 30Q: 3 clusters Score -4196029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -4196037.000000 Penalty: 5380.683594
	Iteration 31Q: 3 clusters Score -4196037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -4196029.500000 Penalty: 5380.683594
	Iteration 32Q: 3 clusters Score -4196030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -4196032.500000 Penalty: 5380.683594
	Iteration 33Q: 3 clusters Score -4196032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -4196030.500000 Penalty: 5380.683594
	Iteration 34Q: 3 clusters Score -4196030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -4196025.000000 Penalty: 5380.683594
	Iteration 35Q: 3 clusters Score -4196025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -4196027.500000 Penalty: 5380.683594
	Iteration 36Q: 3 clusters Score -4196028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -4196027.500000 Penalty: 5380.683594
	Iteration 37F: 3 clusters Score -4196028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -131418.406250 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131418.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -131812.593750 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131812.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131909.500000 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131909.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -131969.375000 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -131969.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -132011.546875 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132011.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -132038.890625 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132038.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132058.312500 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132058.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132076.015625 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -132084.156250 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -132090.625000 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -132096.828125 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -132104.968750 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132112.000000 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132116.406250 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132117.343750 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -132117.343750 Penalty: 3693.216797
	Iteration 15F: 3 clusters Score -132117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -193416.531250 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193416.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -194021.921875 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -194021.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -194203.843750 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194203.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -194312.687500 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -194312.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -194377.890625 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194377.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -194437.312500 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194437.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -194484.593750 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194484.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -194533.937500 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194533.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -194574.234375 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194574.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -194603.593750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194603.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -194636.390625 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194636.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -194675.531250 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194675.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -194712.109375 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194712.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -194741.578125 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194741.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -194773.015625 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -194807.953125 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -194847.437500 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194847.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -194884.734375 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194884.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -194927.281250 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194927.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -194967.343750 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194967.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -195015.718750 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -195015.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -195052.265625 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -195052.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -195093.796875 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -195093.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -195135.312500 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -195135.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -195166.062500 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -195166.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -195206.593750 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -195206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -195243.578125 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -195243.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -195278.843750 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -195278.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -195304.234375 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -195304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -195324.796875 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -195324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -195344.343750 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -195344.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -195375.453125 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -195375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -195404.062500 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -195404.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -195429.265625 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -195429.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -195451.843750 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -195451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -195469.484375 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -195469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -195487.843750 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -195487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -195503.578125 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -195503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -195509.296875 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -195509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -195515.046875 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -195515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -195516.046875 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -195516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -305166.906250 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305166.9 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -306036.906250 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -306036.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -306265.000000 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306265 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -306382.625000 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -306382.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -306460.281250 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306460.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -306519.812500 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306519.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -306571.906250 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306571.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -306630.093750 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306630.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -306680.906250 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306680.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -306726.531250 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306726.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -306759.187500 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306759.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -306789.718750 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -306789.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -306812.093750 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -306812.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -306826.750000 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -306826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -306838.531250 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -306838.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -306853.937500 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -306853.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -306867.625000 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -306867.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -306875.125000 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -306875.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -306884.281250 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -306884.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -306893.656250 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -306893.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -306904.593750 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -306904.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -306913.875000 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -306913.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306922.156250 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -306922.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -306929.406250 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -306929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -306933.250000 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -306933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -306937.093750 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -306937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306940.312500 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -306940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -306943.156250 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -306943.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306948.500000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -306948.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306951.906250 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -306951.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306954.375000 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -306954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306956.625000 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -306956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306958.531250 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -306958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -306959.000000 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -306959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -306959.281250 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -306959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306960.187500 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -306960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -306961.781250 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -306961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -306963.812500 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -306963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -306966.156250 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -306966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306968.718750 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -306968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -306970.531250 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -306970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306970.625000 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -306970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -306971.062500 Penalty: 4107.986328
	Iteration 42Q: 3 clusters Score -306971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306971.500000 Penalty: 4107.986328
	Iteration 43Q: 3 clusters Score -306971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -306971.843750 Penalty: 4107.986328
	Iteration 44Q: 3 clusters Score -306971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -306971.843750 Penalty: 4107.986328
	Iteration 45F: 3 clusters Score -306971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -396457.687500 Penalty: 2064.615723
	Iteration 0F: 2 clusters Score -396457.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -392438.281250 Penalty: 4129.231445
	Iteration 0F: 3 clusters Score -392438.3 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -393392.562500 Penalty: 4129.231445
	Iteration 1F: 3 clusters Score -393392.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -393631.468750 Penalty: 4129.231445
	Iteration 2F: 3 clusters Score -393631.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -393797.343750 Penalty: 4129.231445
	Iteration 3F: 3 clusters Score -393797.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -393946.281250 Penalty: 4129.231445
	Iteration 4Q: 3 clusters Score -393946.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -394089.750000 Penalty: 4129.231445
	Iteration 5Q: 3 clusters Score -394089.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -394222.500000 Penalty: 4129.231445
	Iteration 6Q: 3 clusters Score -394222.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -394330.187500 Penalty: 4129.231445
	Iteration 7Q: 3 clusters Score -394330.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -394416.375000 Penalty: 4129.231445
	Iteration 8Q: 3 clusters Score -394416.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -394476.718750 Penalty: 4129.231445
	Iteration 9Q: 3 clusters Score -394476.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -394521.093750 Penalty: 4129.231445
	Iteration 10Q: 3 clusters Score -394521.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -394550.812500 Penalty: 4129.231445
	Iteration 11Q: 3 clusters Score -394550.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -394572.906250 Penalty: 4129.231445
	Iteration 12Q: 3 clusters Score -394572.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -394591.531250 Penalty: 4129.231445
	Iteration 13Q: 3 clusters Score -394591.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -394603.562500 Penalty: 4129.231445
	Iteration 14Q: 3 clusters Score -394603.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -394608.625000 Penalty: 4129.231445
	Iteration 15Q: 3 clusters Score -394608.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -394616.125000 Penalty: 4129.231445
	Iteration 16Q: 3 clusters Score -394616.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -394622.406250 Penalty: 4129.231445
	Iteration 17Q: 3 clusters Score -394622.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394631.218750 Penalty: 4129.231445
	Iteration 18Q: 3 clusters Score -394631.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -394635.156250 Penalty: 4129.231445
	Iteration 19Q: 3 clusters Score -394635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -394639.906250 Penalty: 4129.231445
	Iteration 20F: 3 clusters Score -394639.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -394643.343750 Penalty: 4129.231445
	Iteration 21Q: 3 clusters Score -394643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -394647.406250 Penalty: 4129.231445
	Iteration 22Q: 3 clusters Score -394647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -394649.843750 Penalty: 4129.231445
	Iteration 23Q: 3 clusters Score -394649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -394653.593750 Penalty: 4129.231445
	Iteration 24Q: 3 clusters Score -394653.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -394657.812500 Penalty: 4129.231445
	Iteration 25Q: 3 clusters Score -394657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -394662.750000 Penalty: 4129.231445
	Iteration 26Q: 3 clusters Score -394662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -394665.187500 Penalty: 4129.231445
	Iteration 27Q: 3 clusters Score -394665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -394668.343750 Penalty: 4129.231445
	Iteration 28Q: 3 clusters Score -394668.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -394673.062500 Penalty: 4129.231445
	Iteration 29Q: 3 clusters Score -394673.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -394674.937500 Penalty: 4129.231445
	Iteration 30Q: 3 clusters Score -394674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -394677.531250 Penalty: 4129.231445
	Iteration 31Q: 3 clusters Score -394677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -394680.562500 Penalty: 4129.231445
	Iteration 32Q: 3 clusters Score -394680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -394683.406250 Penalty: 4129.231445
	Iteration 33Q: 3 clusters Score -394683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394684.781250 Penalty: 4129.231445
	Iteration 34Q: 3 clusters Score -394684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -394686.500000 Penalty: 4129.231445
	Iteration 35Q: 3 clusters Score -394686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -394688.375000 Penalty: 4129.231445
	Iteration 36Q: 3 clusters Score -394688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -394689.156250 Penalty: 4129.231445
	Iteration 37Q: 3 clusters Score -394689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -394690.875000 Penalty: 4129.231445
	Iteration 38Q: 3 clusters Score -394690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -394691.218750 Penalty: 4129.231445
	Iteration 39Q: 3 clusters Score -394691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -394691.718750 Penalty: 4129.231445
	Iteration 40F: 3 clusters Score -394691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Entering Unmasked Estep 
Score: -1390148.250000 Penalty: 2447.742920
	Iteration 0F: 2 clusters Score -1390148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1376592.250000 Penalty: 4895.485840
	Iteration 0F: 3 clusters Score -1376592 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1381221.875000 Penalty: 4895.485840
	Iteration 1F: 3 clusters Score -1381222 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1381703.625000 Penalty: 4895.485840
	Iteration 2F: 3 clusters Score -1381704 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1382177.750000 Penalty: 4895.485840
	Iteration 3F: 3 clusters Score -1382178 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1382597.625000 Penalty: 4895.485840
	Iteration 4Q: 3 clusters Score -1382598 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1383010.375000 Penalty: 4895.485840
	Iteration 5Q: 3 clusters Score -1383010 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1383432.500000 Penalty: 4895.485840
	Iteration 6Q: 3 clusters Score -1383432 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1383846.375000 Penalty: 4895.485840
	Iteration 7Q: 3 clusters Score -1383846 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1384297.500000 Penalty: 4895.485840
	Iteration 8Q: 3 clusters Score -1384298 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1384725.250000 Penalty: 4895.485840
	Iteration 9Q: 3 clusters Score -1384725 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1385143.625000 Penalty: 4895.485840
	Iteration 10Q: 3 clusters Score -1385144 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1385535.375000 Penalty: 4895.485840
	Iteration 11Q: 3 clusters Score -1385535 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1385853.375000 Penalty: 4895.485840
	Iteration 12Q: 3 clusters Score -1385853 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1386123.000000 Penalty: 4895.485840
	Iteration 13Q: 3 clusters Score -1386123 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1386338.125000 Penalty: 4895.485840
	Iteration 14Q: 3 clusters Score -1386338 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1386533.000000 Penalty: 4895.485840
	Iteration 15Q: 3 clusters Score -1386533 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1386705.750000 Penalty: 4895.485840
	Iteration 16Q: 3 clusters Score -1386706 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1386877.500000 Penalty: 4895.485840
	Iteration 17Q: 3 clusters Score -1386878 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1387021.250000 Penalty: 4895.485840
	Iteration 18Q: 3 clusters Score -1387021 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1387164.000000 Penalty: 4895.485840
	Iteration 19Q: 3 clusters Score -1387164 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1387288.750000 Penalty: 4895.485840
	Iteration 20F: 3 clusters Score -1387289 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1387413.250000 Penalty: 4895.485840
	Iteration 21Q: 3 clusters Score -1387413 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1387519.500000 Penalty: 4895.485840
	Iteration 22Q: 3 clusters Score -1387520 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1387624.375000 Penalty: 4895.485840
	Iteration 23Q: 3 clusters Score -1387624 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1387716.750000 Penalty: 4895.485840
	Iteration 24Q: 3 clusters Score -1387717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1387784.500000 Penalty: 4895.485840
	Iteration 25Q: 3 clusters Score -1387784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1387857.375000 Penalty: 4895.485840
	Iteration 26Q: 3 clusters Score -1387857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1387920.500000 Penalty: 4895.485840
	Iteration 27Q: 3 clusters Score -1387920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1387957.750000 Penalty: 4895.485840
	Iteration 28Q: 3 clusters Score -1387958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1387991.500000 Penalty: 4895.485840
	Iteration 29Q: 3 clusters Score -1387992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1388020.375000 Penalty: 4895.485840
	Iteration 30Q: 3 clusters Score -1388020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -1388042.500000 Penalty: 4895.485840
	Iteration 31Q: 3 clusters Score -1388042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1388065.625000 Penalty: 4895.485840
	Iteration 32Q: 3 clusters Score -1388066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1388086.250000 Penalty: 4895.485840
	Iteration 33Q: 3 clusters Score -1388086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1388104.500000 Penalty: 4895.485840
	Iteration 34Q: 3 clusters Score -1388104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1388126.000000 Penalty: 4895.485840
	Iteration 35Q: 3 clusters Score -1388126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1388134.625000 Penalty: 4895.485840
	Iteration 36Q: 3 clusters Score -1388135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1388145.375000 Penalty: 4895.485840
	Iteration 37Q: 3 clusters Score -1388145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1388151.375000 Penalty: 4895.485840
	Iteration 38Q: 3 clusters Score -1388151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1388159.875000 Penalty: 4895.485840
	Iteration 39Q: 3 clusters Score -1388160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1388169.250000 Penalty: 4895.485840
	Iteration 40F: 3 clusters Score -1388169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1388179.625000 Penalty: 4895.485840
	Iteration 41Q: 3 clusters Score -1388180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1388191.625000 Penalty: 4895.485840
	Iteration 42Q: 3 clusters Score -1388192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1388199.125000 Penalty: 4895.485840
	Iteration 43Q: 3 clusters Score -1388199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1388202.125000 Penalty: 4895.485840
	Iteration 44Q: 3 clusters Score -1388202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1388208.375000 Penalty: 4895.485840
	Iteration 45Q: 3 clusters Score -1388208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1388212.625000 Penalty: 4895.485840
	Iteration 46Q: 3 clusters Score -1388213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1388221.875000 Penalty: 4895.485840
	Iteration 47Q: 3 clusters Score -1388222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1388224.125000 Penalty: 4895.485840
	Iteration 48Q: 3 clusters Score -1388224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1388226.500000 Penalty: 4895.485840
	Iteration 49Q: 3 clusters Score -1388226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1388230.375000 Penalty: 4895.485840
	Iteration 50Q: 3 clusters Score -1388230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1388231.000000 Penalty: 4895.485840
	Iteration 51Q: 3 clusters Score -1388231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1388232.500000 Penalty: 4895.485840
	Iteration 52Q: 3 clusters Score -1388232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1388234.250000 Penalty: 4895.485840
	Iteration 53Q: 3 clusters Score -1388234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1388232.625000 Penalty: 4895.485840
	Iteration 54Q: 3 clusters Score -1388233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1388237.750000 Penalty: 4895.485840
	Iteration 55Q: 3 clusters Score -1388238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1388237.250000 Penalty: 4895.485840
	Iteration 56Q: 3 clusters Score -1388237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1388239.000000 Penalty: 4895.485840
	Iteration 57Q: 3 clusters Score -1388239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1388239.000000 Penalty: 4895.485840
	Iteration 58Q: 3 clusters Score -1388239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1388239.000000 Penalty: 4895.485840
	Iteration 59F: 3 clusters Score -1388239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -366902.625000 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -366902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -363181.500000 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -363181.5 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -364051.250000 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -364051.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -364254.437500 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -364254.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -364374.437500 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -364374.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -364456.031250 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -364456 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -364526.250000 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -364526.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -364618.437500 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -364618.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -364690.343750 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -364690.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -364748.218750 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -364748.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -364803.750000 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -364803.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -364856.093750 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -364856.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -364896.312500 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -364896.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -364930.687500 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -364930.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364967.156250 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -364967.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -365002.093750 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -365002.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -365032.781250 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -365032.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -365090.906250 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -365090.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -365177.093750 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -365177.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -365261.375000 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -365261.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -365353.656250 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -365353.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -365436.968750 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -365437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -365497.937500 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -365497.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -365532.281250 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -365532.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -365566.593750 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -365566.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -365610.093750 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -365610.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -365641.343750 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -365641.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -365663.000000 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -365663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -365682.187500 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -365682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -365694.156250 Penalty: 4079.318359
	Iteration 28Q: 3 clusters Score -365694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -365697.093750 Penalty: 4079.318359
	Iteration 29Q: 3 clusters Score -365697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -365703.000000 Penalty: 4079.318359
	Iteration 30Q: 3 clusters Score -365703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -365708.437500 Penalty: 4079.318359
	Iteration 31Q: 3 clusters Score -365708.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -365712.093750 Penalty: 4079.318359
	Iteration 32Q: 3 clusters Score -365712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -365715.625000 Penalty: 4079.318359
	Iteration 33Q: 3 clusters Score -365715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -365719.875000 Penalty: 4079.318359
	Iteration 34Q: 3 clusters Score -365719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -365724.875000 Penalty: 4079.318359
	Iteration 35Q: 3 clusters Score -365724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -365729.187500 Penalty: 4079.318359
	Iteration 36Q: 3 clusters Score -365729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -365731.625000 Penalty: 4079.318359
	Iteration 37Q: 3 clusters Score -365731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -365733.812500 Penalty: 4079.318359
	Iteration 38Q: 3 clusters Score -365733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -365735.218750 Penalty: 4079.318359
	Iteration 39Q: 3 clusters Score -365735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -365734.906250 Penalty: 4079.318359
	Iteration 40F: 3 clusters Score -365734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -365735.687500 Penalty: 4079.318359
	Iteration 41Q: 3 clusters Score -365735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -365736.125000 Penalty: 4079.318359
	Iteration 42Q: 3 clusters Score -365736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -365736.125000 Penalty: 4079.318359
	Iteration 43F: 3 clusters Score -365736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1485247.000000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485247 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1489489.750000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489490 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1489813.000000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489813 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1490052.625000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490053 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1490278.125000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490278 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1490501.125000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490501 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1490823.250000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1490823 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1491284.375000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1491284 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1491961.250000 Penalty: 4874.826172
	Iteration 8F: 3 clusters Score -1491961 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1492853.250000 Penalty: 4874.826172
	Iteration 9F: 3 clusters Score -1492853 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1493742.250000 Penalty: 4874.826172
	Iteration 10F: 3 clusters Score -1493742 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1494469.875000 Penalty: 4874.826172
	Iteration 11F: 3 clusters Score -1494470 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1494972.125000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -1494972 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1495349.625000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1495350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1495608.500000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1495608 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1495778.625000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1495779 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1495916.250000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1495916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1496007.250000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1496007 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1496076.875000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1496077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1496121.375000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1496121 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1496160.875000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1496161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1496181.250000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1496181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1496196.750000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1496197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1496214.875000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1496215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1496223.375000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1496223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1496231.500000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1496232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1496238.500000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1496238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1496248.750000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1496249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1496254.750000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1496255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1496255.875000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1496256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1496258.000000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1496258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1496263.125000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1496263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1496265.125000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1496265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1496271.250000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1496271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1496274.000000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1496274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1496277.125000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1496277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1496280.125000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1496280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1496282.750000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1496283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1496285.625000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1496286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1496288.375000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1496288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1496289.500000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1496290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1496292.500000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -1496292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1496294.875000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -1496295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1496294.625000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -1496295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1496295.000000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -1496295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1496297.000000 Penalty: 4874.826172
	Iteration 45Q: 3 clusters Score -1496297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1496297.000000 Penalty: 4874.826172
	Iteration 46F: 3 clusters Score -1496297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -947485.000000 Penalty: 2262.459229
	Iteration 0F: 2 clusters Score -947485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -940378.812500 Penalty: 4524.918457
	Iteration 0F: 3 clusters Score -940378.8 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -942264.812500 Penalty: 4524.918457
	Iteration 1F: 3 clusters Score -942264.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -942619.937500 Penalty: 4524.918457
	Iteration 2F: 3 clusters Score -942619.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -942872.375000 Penalty: 4524.918457
	Iteration 3F: 3 clusters Score -942872.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -943069.875000 Penalty: 4524.918457
	Iteration 4Q: 3 clusters Score -943069.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -943227.500000 Penalty: 4524.918457
	Iteration 5Q: 3 clusters Score -943227.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -943375.062500 Penalty: 4524.918457
	Iteration 6Q: 3 clusters Score -943375.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -943522.312500 Penalty: 4524.918457
	Iteration 7Q: 3 clusters Score -943522.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -943662.000000 Penalty: 4524.918457
	Iteration 8Q: 3 clusters Score -943662 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -943800.000000 Penalty: 4524.918457
	Iteration 9Q: 3 clusters Score -943800 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -943930.000000 Penalty: 4524.918457
	Iteration 10Q: 3 clusters Score -943930 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -944048.312500 Penalty: 4524.918457
	Iteration 11Q: 3 clusters Score -944048.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -944154.000000 Penalty: 4524.918457
	Iteration 12Q: 3 clusters Score -944154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -944257.437500 Penalty: 4524.918457
	Iteration 13Q: 3 clusters Score -944257.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -944373.750000 Penalty: 4524.918457
	Iteration 14Q: 3 clusters Score -944373.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -944500.062500 Penalty: 4524.918457
	Iteration 15Q: 3 clusters Score -944500.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -944619.875000 Penalty: 4524.918457
	Iteration 16Q: 3 clusters Score -944619.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -944729.812500 Penalty: 4524.918457
	Iteration 17Q: 3 clusters Score -944729.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -944838.687500 Penalty: 4524.918457
	Iteration 18Q: 3 clusters Score -944838.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -944958.937500 Penalty: 4524.918457
	Iteration 19Q: 3 clusters Score -944958.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -945086.687500 Penalty: 4524.918457
	Iteration 20F: 3 clusters Score -945086.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -945214.812500 Penalty: 4524.918457
	Iteration 21Q: 3 clusters Score -945214.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -945361.125000 Penalty: 4524.918457
	Iteration 22Q: 3 clusters Score -945361.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -945495.187500 Penalty: 4524.918457
	Iteration 23Q: 3 clusters Score -945495.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -945592.750000 Penalty: 4524.918457
	Iteration 24Q: 3 clusters Score -945592.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -945673.812500 Penalty: 4524.918457
	Iteration 25Q: 3 clusters Score -945673.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -945736.812500 Penalty: 4524.918457
	Iteration 26Q: 3 clusters Score -945736.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -945786.125000 Penalty: 4524.918457
	Iteration 27Q: 3 clusters Score -945786.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -945813.625000 Penalty: 4524.918457
	Iteration 28Q: 3 clusters Score -945813.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -945834.187500 Penalty: 4524.918457
	Iteration 29Q: 3 clusters Score -945834.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -945845.562500 Penalty: 4524.918457
	Iteration 30Q: 3 clusters Score -945845.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -945858.750000 Penalty: 4524.918457
	Iteration 31Q: 3 clusters Score -945858.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -945870.187500 Penalty: 4524.918457
	Iteration 32Q: 3 clusters Score -945870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -945880.437500 Penalty: 4524.918457
	Iteration 33Q: 3 clusters Score -945880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -945888.687500 Penalty: 4524.918457
	Iteration 34Q: 3 clusters Score -945888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -945890.187500 Penalty: 4524.918457
	Iteration 35Q: 3 clusters Score -945890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -945893.687500 Penalty: 4524.918457
	Iteration 36Q: 3 clusters Score -945893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -945893.750000 Penalty: 4524.918457
	Iteration 37Q: 3 clusters Score -945893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -945894.000000 Penalty: 4524.918457
	Iteration 38Q: 3 clusters Score -945894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -945895.062500 Penalty: 4524.918457
	Iteration 39Q: 3 clusters Score -945895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -945895.062500 Penalty: 4524.918457
	Iteration 40F: 3 clusters Score -945895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1616431.250000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616431 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1621346.500000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1621346 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1622043.125000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1622043 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1622961.875000 Penalty: 4921.173340
	Iteration 3F: 3 clusters Score -1622962 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1624018.125000 Penalty: 4921.173340
	Iteration 4F: 3 clusters Score -1624018 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1625042.875000 Penalty: 4921.173340
	Iteration 5F: 3 clusters Score -1625043 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1625921.000000 Penalty: 4921.173340
	Iteration 6F: 3 clusters Score -1625921 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1626606.875000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -1626607 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1627126.250000 Penalty: 4921.173340
	Iteration 8Q: 3 clusters Score -1627126 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1627489.125000 Penalty: 4921.173340
	Iteration 9Q: 3 clusters Score -1627489 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1627733.625000 Penalty: 4921.173340
	Iteration 10Q: 3 clusters Score -1627734 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1627930.000000 Penalty: 4921.173340
	Iteration 11Q: 3 clusters Score -1627930 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1628120.000000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1628120 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1628286.875000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1628287 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1628448.000000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1628448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1628588.500000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1628588 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1628680.375000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1628680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1628752.125000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1628752 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1628824.500000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1628824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1628869.625000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1628870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1628906.250000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1628906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1628927.625000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1628928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1628954.625000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1628955 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1628978.875000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1628979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1628993.875000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1628994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1629006.250000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1629006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1629019.875000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1629020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1629024.625000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1629025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1629032.750000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1629033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1629041.750000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1629042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1629052.875000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1629053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1629059.875000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1629060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1629065.625000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1629066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1629074.750000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1629075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1629081.875000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1629082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1629083.250000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1629083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1629091.625000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1629092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1629094.500000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1629094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1629102.250000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1629102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1629106.500000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1629106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1629107.000000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1629107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1629114.750000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -1629115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1629115.875000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -1629116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1629121.375000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -1629121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1629125.750000 Penalty: 4921.173340
	Iteration 44Q: 3 clusters Score -1629126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1629121.750000 Penalty: 4921.173340
	Iteration 45Q: 3 clusters Score -1629122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1629120.625000 Penalty: 4921.173340
	Iteration 46Q: 3 clusters Score -1629121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1629122.375000 Penalty: 4921.173340
	Iteration 47Q: 3 clusters Score -1629122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1629122.375000 Penalty: 4921.173340
	Iteration 48F: 3 clusters Score -1629122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Entering Unmasked Estep 
Score: -12719710.000000 Penalty: 2917.850586
	Iteration 0F: 2 clusters Score -1.271971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -12635438.000000 Penalty: 5835.701172
	Iteration 0F: 3 clusters Score -1.263544e+07 nChanged 61251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -12671457.000000 Penalty: 5835.701172
	Iteration 1F: 3 clusters Score -1.267146e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -12673098.000000 Penalty: 5835.701172
	Iteration 2Q: 3 clusters Score -1.26731e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -12675129.000000 Penalty: 5835.701172
	Iteration 3Q: 3 clusters Score -1.267513e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -12677964.000000 Penalty: 5835.701172
	Iteration 4Q: 3 clusters Score -1.267796e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -12681543.000000 Penalty: 5835.701172
	Iteration 5F: 3 clusters Score -1.268154e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -12686093.000000 Penalty: 5835.701172
	Iteration 6F: 3 clusters Score -1.268609e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -12691125.000000 Penalty: 5835.701172
	Iteration 7F: 3 clusters Score -1.269112e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -12695903.000000 Penalty: 5835.701172
	Iteration 8F: 3 clusters Score -1.26959e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -12699503.000000 Penalty: 5835.701172
	Iteration 9F: 3 clusters Score -1.26995e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -12701586.000000 Penalty: 5835.701172
	Iteration 10Q: 3 clusters Score -1.270159e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -12702558.000000 Penalty: 5835.701172
	Iteration 11Q: 3 clusters Score -1.270256e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -12703202.000000 Penalty: 5835.701172
	Iteration 12Q: 3 clusters Score -1.27032e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -12703673.000000 Penalty: 5835.701172
	Iteration 13Q: 3 clusters Score -1.270367e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -12704217.000000 Penalty: 5835.701172
	Iteration 14Q: 3 clusters Score -1.270422e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -12704593.000000 Penalty: 5835.701172
	Iteration 15Q: 3 clusters Score -1.270459e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -12705015.000000 Penalty: 5835.701172
	Iteration 16Q: 3 clusters Score -1.270502e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -12705452.000000 Penalty: 5835.701172
	Iteration 17Q: 3 clusters Score -1.270545e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -12705849.000000 Penalty: 5835.701172
	Iteration 18Q: 3 clusters Score -1.270585e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -12706181.000000 Penalty: 5835.701172
	Iteration 19Q: 3 clusters Score -1.270618e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -12706547.000000 Penalty: 5835.701172
	Iteration 20F: 3 clusters Score -1.270655e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -12706863.000000 Penalty: 5835.701172
	Iteration 21Q: 3 clusters Score -1.270686e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -12707172.000000 Penalty: 5835.701172
	Iteration 22Q: 3 clusters Score -1.270717e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -12707419.000000 Penalty: 5835.701172
	Iteration 23Q: 3 clusters Score -1.270742e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -12707737.000000 Penalty: 5835.701172
	Iteration 24Q: 3 clusters Score -1.270774e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -12707965.000000 Penalty: 5835.701172
	Iteration 25Q: 3 clusters Score -1.270796e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -12708264.000000 Penalty: 5835.701172
	Iteration 26Q: 3 clusters Score -1.270826e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -12708631.000000 Penalty: 5835.701172
	Iteration 27Q: 3 clusters Score -1.270863e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -12708994.000000 Penalty: 5835.701172
	Iteration 28Q: 3 clusters Score -1.270899e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -12709261.000000 Penalty: 5835.701172
	Iteration 29Q: 3 clusters Score -1.270926e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -12709598.000000 Penalty: 5835.701172
	Iteration 30Q: 3 clusters Score -1.27096e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -12709940.000000 Penalty: 5835.701172
	Iteration 31Q: 3 clusters Score -1.270994e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -12710328.000000 Penalty: 5835.701172
	Iteration 32Q: 3 clusters Score -1.271033e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -12710766.000000 Penalty: 5835.701172
	Iteration 33Q: 3 clusters Score -1.271077e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -12711088.000000 Penalty: 5835.701172
	Iteration 34Q: 3 clusters Score -1.271109e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -12711341.000000 Penalty: 5835.701172
	Iteration 35Q: 3 clusters Score -1.271134e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -12711700.000000 Penalty: 5835.701172
	Iteration 36Q: 3 clusters Score -1.27117e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -12712076.000000 Penalty: 5835.701172
	Iteration 37Q: 3 clusters Score -1.271208e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -12712501.000000 Penalty: 5835.701172
	Iteration 38Q: 3 clusters Score -1.27125e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -12712982.000000 Penalty: 5835.701172
	Iteration 39Q: 3 clusters Score -1.271298e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -12713433.000000 Penalty: 5835.701172
	Iteration 40F: 3 clusters Score -1.271343e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -12713854.000000 Penalty: 5835.701172
	Iteration 41Q: 3 clusters Score -1.271385e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -12714314.000000 Penalty: 5835.701172
	Iteration 42Q: 3 clusters Score -1.271431e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -12714801.000000 Penalty: 5835.701172
	Iteration 43Q: 3 clusters Score -1.27148e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -12715179.000000 Penalty: 5835.701172
	Iteration 44Q: 3 clusters Score -1.271518e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -12715558.000000 Penalty: 5835.701172
	Iteration 45Q: 3 clusters Score -1.271556e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -12715945.000000 Penalty: 5835.701172
	Iteration 46Q: 3 clusters Score -1.271594e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -12716263.000000 Penalty: 5835.701172
	Iteration 47Q: 3 clusters Score -1.271626e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -12716557.000000 Penalty: 5835.701172
	Iteration 48Q: 3 clusters Score -1.271656e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125234 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -12716779.000000 Penalty: 5835.701172
	Iteration 49Q: 3 clusters Score -1.271678e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -12716991.000000 Penalty: 5835.701172
	Iteration 50Q: 3 clusters Score -1.271699e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12717121.000000 Penalty: 5835.701172
	Iteration 51Q: 3 clusters Score -1.271712e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12717179.000000 Penalty: 5835.701172
	Iteration 52Q: 3 clusters Score -1.271718e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126818 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12717284.000000 Penalty: 5835.701172
	Iteration 53Q: 3 clusters Score -1.271728e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12717357.000000 Penalty: 5835.701172
	Iteration 54Q: 3 clusters Score -1.271736e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12717444.000000 Penalty: 5835.701172
	Iteration 55Q: 3 clusters Score -1.271744e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12717454.000000 Penalty: 5835.701172
	Iteration 56Q: 3 clusters Score -1.271745e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12717469.000000 Penalty: 5835.701172
	Iteration 57Q: 3 clusters Score -1.271747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127421 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12717496.000000 Penalty: 5835.701172
	Iteration 58Q: 3 clusters Score -1.27175e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -12717530.000000 Penalty: 5835.701172
	Iteration 59Q: 3 clusters Score -1.271753e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127513 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12717529.000000 Penalty: 5835.701172
	Iteration 60F: 3 clusters Score -1.271753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127545 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12717546.000000 Penalty: 5835.701172
	Iteration 61Q: 3 clusters Score -1.271755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -12717533.000000 Penalty: 5835.701172
	Iteration 62Q: 3 clusters Score -1.271753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12717549.000000 Penalty: 5835.701172
	Iteration 63Q: 3 clusters Score -1.271755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -12717543.000000 Penalty: 5835.701172
	Iteration 64Q: 3 clusters Score -1.271754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -12717541.000000 Penalty: 5835.701172
	Iteration 65Q: 3 clusters Score -1.271754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127607 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12717547.000000 Penalty: 5835.701172
	Iteration 66Q: 3 clusters Score -1.271755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -12717570.000000 Penalty: 5835.701172
	Iteration 67Q: 3 clusters Score -1.271757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12717572.000000 Penalty: 5835.701172
	Iteration 68Q: 3 clusters Score -1.271757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127655 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12717576.000000 Penalty: 5835.701172
	Iteration 69Q: 3 clusters Score -1.271758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127671 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12717591.000000 Penalty: 5835.701172
	Iteration 70Q: 3 clusters Score -1.271759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12717588.000000 Penalty: 5835.701172
	Iteration 71Q: 3 clusters Score -1.271759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12717582.000000 Penalty: 5835.701172
	Iteration 72Q: 3 clusters Score -1.271758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127699 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12717587.000000 Penalty: 5835.701172
	Iteration 73Q: 3 clusters Score -1.271759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127704 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -12717591.000000 Penalty: 5835.701172
	Iteration 74Q: 3 clusters Score -1.271759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12717593.000000 Penalty: 5835.701172
	Iteration 75Q: 3 clusters Score -1.271759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127712 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12717582.000000 Penalty: 5835.701172
	Iteration 76Q: 3 clusters Score -1.271758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12717605.000000 Penalty: 5835.701172
	Iteration 77Q: 3 clusters Score -1.27176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12717597.000000 Penalty: 5835.701172
	Iteration 78Q: 3 clusters Score -1.27176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127715 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12717597.000000 Penalty: 5835.701172
	Iteration 79Q: 3 clusters Score -1.27176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127715 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12717597.000000 Penalty: 5835.701172
	Iteration 80F: 3 clusters Score -1.27176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Entering Unmasked Estep 
Score: -10015966.000000 Penalty: 2907.998535
	Iteration 0F: 2 clusters Score -1.001597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -9933321.000000 Penalty: 5815.997070
	Iteration 0F: 3 clusters Score -9933321 nChanged 59030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -9967547.000000 Penalty: 5815.997070
	Iteration 1F: 3 clusters Score -9967547 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -9968800.000000 Penalty: 5815.997070
	Iteration 2Q: 3 clusters Score -9968800 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -9970374.000000 Penalty: 5815.997070
	Iteration 3Q: 3 clusters Score -9970374 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -9972263.000000 Penalty: 5815.997070
	Iteration 4Q: 3 clusters Score -9972263 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -9974601.000000 Penalty: 5815.997070
	Iteration 5Q: 3 clusters Score -9974601 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -9977091.000000 Penalty: 5815.997070
	Iteration 6Q: 3 clusters Score -9977091 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -9979961.000000 Penalty: 5815.997070
	Iteration 7F: 3 clusters Score -9979961 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -9983234.000000 Penalty: 5815.997070
	Iteration 8F: 3 clusters Score -9983234 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -9986844.000000 Penalty: 5815.997070
	Iteration 9F: 3 clusters Score -9986844 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -9990686.000000 Penalty: 5815.997070
	Iteration 10F: 3 clusters Score -9990686 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -9994896.000000 Penalty: 5815.997070
	Iteration 11Q: 3 clusters Score -9994896 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -9998965.000000 Penalty: 5815.997070
	Iteration 12Q: 3 clusters Score -9998965 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -10002439.000000 Penalty: 5815.997070
	Iteration 13Q: 3 clusters Score -1.000244e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -10005081.000000 Penalty: 5815.997070
	Iteration 14Q: 3 clusters Score -1.000508e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -10007220.000000 Penalty: 5815.997070
	Iteration 15Q: 3 clusters Score -1.000722e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -10008968.000000 Penalty: 5815.997070
	Iteration 16Q: 3 clusters Score -1.000897e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -10010353.000000 Penalty: 5815.997070
	Iteration 17Q: 3 clusters Score -1.001035e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -10011332.000000 Penalty: 5815.997070
	Iteration 18Q: 3 clusters Score -1.001133e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -10012067.000000 Penalty: 5815.997070
	Iteration 19Q: 3 clusters Score -1.001207e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10012576.000000 Penalty: 5815.997070
	Iteration 20F: 3 clusters Score -1.001258e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -10012872.000000 Penalty: 5815.997070
	Iteration 21Q: 3 clusters Score -1.001287e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10013082.000000 Penalty: 5815.997070
	Iteration 22Q: 3 clusters Score -1.001308e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10013249.000000 Penalty: 5815.997070
	Iteration 23Q: 3 clusters Score -1.001325e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10013338.000000 Penalty: 5815.997070
	Iteration 24Q: 3 clusters Score -1.001334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10013394.000000 Penalty: 5815.997070
	Iteration 25Q: 3 clusters Score -1.001339e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10013453.000000 Penalty: 5815.997070
	Iteration 26Q: 3 clusters Score -1.001345e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10013473.000000 Penalty: 5815.997070
	Iteration 27Q: 3 clusters Score -1.001347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123038 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10013489.000000 Penalty: 5815.997070
	Iteration 28Q: 3 clusters Score -1.001349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10013491.000000 Penalty: 5815.997070
	Iteration 29Q: 3 clusters Score -1.001349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10013501.000000 Penalty: 5815.997070
	Iteration 30Q: 3 clusters Score -1.00135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10013508.000000 Penalty: 5815.997070
	Iteration 31Q: 3 clusters Score -1.001351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10013521.000000 Penalty: 5815.997070
	Iteration 32Q: 3 clusters Score -1.001352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10013526.000000 Penalty: 5815.997070
	Iteration 33Q: 3 clusters Score -1.001353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10013539.000000 Penalty: 5815.997070
	Iteration 34Q: 3 clusters Score -1.001354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10013531.000000 Penalty: 5815.997070
	Iteration 35Q: 3 clusters Score -1.001353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10013527.000000 Penalty: 5815.997070
	Iteration 36Q: 3 clusters Score -1.001353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123118 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10013534.000000 Penalty: 5815.997070
	Iteration 37Q: 3 clusters Score -1.001353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123120 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10013525.000000 Penalty: 5815.997070
	Iteration 38Q: 3 clusters Score -1.001352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123123 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10013516.000000 Penalty: 5815.997070
	Iteration 39Q: 3 clusters Score -1.001352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123127 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10013521.000000 Penalty: 5815.997070
	Iteration 40F: 3 clusters Score -1.001352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123129 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10013526.000000 Penalty: 5815.997070
	Iteration 41Q: 3 clusters Score -1.001353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123131 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10013532.000000 Penalty: 5815.997070
	Iteration 42Q: 3 clusters Score -1.001353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123133 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10013534.000000 Penalty: 5815.997070
	Iteration 43Q: 3 clusters Score -1.001353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123135 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10013523.000000 Penalty: 5815.997070
	Iteration 44Q: 3 clusters Score -1.001352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10013530.000000 Penalty: 5815.997070
	Iteration 45Q: 3 clusters Score -1.001353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10013530.000000 Penalty: 5815.997070
	Iteration 46F: 3 clusters Score -1.001353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -53426.050781 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -53426.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51791.171875 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -51791.17 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52048.058594 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -52048.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52129.671875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -52129.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52172.187500 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -52172.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52205.765625 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -52205.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52220.605469 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -52220.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52238.980469 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -52238.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52248.804688 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52263.007812 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -52263.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52273.011719 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -52273.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52283.898438 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -52283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52290.953125 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -52290.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52298.339844 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -52298.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52301.574219 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -52301.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52305.089844 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -52305.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52305.089844 Penalty: 3215.621338
	Iteration 15F: 3 clusters Score -52305.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -440431.968750 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440432 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -441545.812500 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441545.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -441749.250000 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441749.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -441858.625000 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441858.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -441924.718750 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441924.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -441966.218750 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -441966.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -442005.406250 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -442005.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -442044.468750 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442044.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -442079.187500 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442079.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -442111.625000 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442111.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -442135.437500 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442135.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -442155.906250 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442155.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -442177.562500 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442177.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -442200.375000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442200.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -442225.343750 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442225.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -442255.000000 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -442284.562500 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442284.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -442319.562500 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442319.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -442356.218750 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442356.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -442387.812500 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442387.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -442421.718750 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442421.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -442456.312500 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442456.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -442489.718750 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442489.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -442519.312500 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442519.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -442554.500000 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442554.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -442591.000000 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -442639.562500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442639.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -442696.187500 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442696.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -442765.312500 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -442765.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -442827.937500 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -442827.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -442875.250000 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -442875.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -442917.000000 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -442917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -442957.718750 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -442957.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -442988.343750 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -442988.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -443014.468750 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -443014.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -443037.437500 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -443037.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -443062.437500 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -443062.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -443087.562500 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -443087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -443107.312500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -443107.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -443124.406250 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -443124.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -443142.750000 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -443142.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -443158.656250 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -443158.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -443172.031250 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -443172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -443178.062500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -443178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -443184.156250 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -443184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -443193.343750 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -443193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -443200.437500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -443200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -443208.000000 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -443208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -443213.562500 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -443213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -443217.875000 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -443217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -443219.000000 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -443219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -443221.062500 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -443221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -443224.093750 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -443224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -443225.156250 Penalty: 4246.834473
	Iteration 53Q: 3 clusters Score -443225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -443226.250000 Penalty: 4246.834473
	Iteration 54Q: 3 clusters Score -443226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -443226.250000 Penalty: 4246.834473
	Iteration 55F: 3 clusters Score -443226.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (76567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Entering Unmasked Estep 
Score: -8227606.000000 Penalty: 2788.988525
	Iteration 0F: 2 clusters Score -8227606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -8177271.000000 Penalty: 5577.977051
	Iteration 0F: 3 clusters Score -8177271 nChanged 35910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -8197882.000000 Penalty: 5577.977051
	Iteration 1F: 3 clusters Score -8197882 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -8198662.000000 Penalty: 5577.977051
	Iteration 2Q: 3 clusters Score -8198662 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8199399.500000 Penalty: 5577.977051
	Iteration 3Q: 3 clusters Score -8199400 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8200211.500000 Penalty: 5577.977051
	Iteration 4Q: 3 clusters Score -8200212 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8201441.000000 Penalty: 5577.977051
	Iteration 5Q: 3 clusters Score -8201441 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -8203112.500000 Penalty: 5577.977051
	Iteration 6F: 3 clusters Score -8203112 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -8205577.000000 Penalty: 5577.977051
	Iteration 7F: 3 clusters Score -8205577 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -8208732.000000 Penalty: 5577.977051
	Iteration 8F: 3 clusters Score -8208732 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -8212667.000000 Penalty: 5577.977051
	Iteration 9F: 3 clusters Score -8212667 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -8216869.500000 Penalty: 5577.977051
	Iteration 10F: 3 clusters Score -8216870 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -8220326.000000 Penalty: 5577.977051
	Iteration 11F: 3 clusters Score -8220326 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -8222593.500000 Penalty: 5577.977051
	Iteration 12Q: 3 clusters Score -8222594 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -8223852.000000 Penalty: 5577.977051
	Iteration 13Q: 3 clusters Score -8223852 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -8224477.000000 Penalty: 5577.977051
	Iteration 14Q: 3 clusters Score -8224477 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -8224768.500000 Penalty: 5577.977051
	Iteration 15Q: 3 clusters Score -8224768 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -8224938.500000 Penalty: 5577.977051
	Iteration 16Q: 3 clusters Score -8224938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -8225018.000000 Penalty: 5577.977051
	Iteration 17Q: 3 clusters Score -8225018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -8225094.000000 Penalty: 5577.977051
	Iteration 18Q: 3 clusters Score -8225094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -8225136.000000 Penalty: 5577.977051
	Iteration 19Q: 3 clusters Score -8225136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8225161.500000 Penalty: 5577.977051
	Iteration 20F: 3 clusters Score -8225162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -8225183.000000 Penalty: 5577.977051
	Iteration 21Q: 3 clusters Score -8225183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -8225187.500000 Penalty: 5577.977051
	Iteration 22Q: 3 clusters Score -8225188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -8225195.000000 Penalty: 5577.977051
	Iteration 23Q: 3 clusters Score -8225195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -8225204.000000 Penalty: 5577.977051
	Iteration 24Q: 3 clusters Score -8225204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -8225209.500000 Penalty: 5577.977051
	Iteration 25Q: 3 clusters Score -8225210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -8225209.500000 Penalty: 5577.977051
	Iteration 26F: 3 clusters Score -8225210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Entering Unmasked Estep 
Score: -3069217.250000 Penalty: 2616.260742
	Iteration 0F: 2 clusters Score -3069217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3043270.250000 Penalty: 5232.521484
	Iteration 0F: 3 clusters Score -3043270 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3052934.250000 Penalty: 5232.521484
	Iteration 1F: 3 clusters Score -3052934 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3053511.500000 Penalty: 5232.521484
	Iteration 2Q: 3 clusters Score -3053512 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3054037.750000 Penalty: 5232.521484
	Iteration 3Q: 3 clusters Score -3054038 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3054591.250000 Penalty: 5232.521484
	Iteration 4Q: 3 clusters Score -3054591 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3055304.250000 Penalty: 5232.521484
	Iteration 5Q: 3 clusters Score -3055304 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3056240.500000 Penalty: 5232.521484
	Iteration 6Q: 3 clusters Score -3056240 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3057401.000000 Penalty: 5232.521484
	Iteration 7F: 3 clusters Score -3057401 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3058896.000000 Penalty: 5232.521484
	Iteration 8F: 3 clusters Score -3058896 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3060602.250000 Penalty: 5232.521484
	Iteration 9F: 3 clusters Score -3060602 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3062047.250000 Penalty: 5232.521484
	Iteration 10F: 3 clusters Score -3062047 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3063017.500000 Penalty: 5232.521484
	Iteration 11Q: 3 clusters Score -3063018 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3063628.500000 Penalty: 5232.521484
	Iteration 12Q: 3 clusters Score -3063628 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3063969.750000 Penalty: 5232.521484
	Iteration 13Q: 3 clusters Score -3063970 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3064186.500000 Penalty: 5232.521484
	Iteration 14Q: 3 clusters Score -3064186 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3064337.500000 Penalty: 5232.521484
	Iteration 15Q: 3 clusters Score -3064338 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3064466.250000 Penalty: 5232.521484
	Iteration 16Q: 3 clusters Score -3064466 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3064560.250000 Penalty: 5232.521484
	Iteration 17Q: 3 clusters Score -3064560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3064629.250000 Penalty: 5232.521484
	Iteration 18Q: 3 clusters Score -3064629 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3064704.750000 Penalty: 5232.521484
	Iteration 19Q: 3 clusters Score -3064705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3064763.250000 Penalty: 5232.521484
	Iteration 20F: 3 clusters Score -3064763 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3064799.250000 Penalty: 5232.521484
	Iteration 21Q: 3 clusters Score -3064799 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3064857.000000 Penalty: 5232.521484
	Iteration 22Q: 3 clusters Score -3064857 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3064898.250000 Penalty: 5232.521484
	Iteration 23Q: 3 clusters Score -3064898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3064934.250000 Penalty: 5232.521484
	Iteration 24Q: 3 clusters Score -3064934 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3064983.500000 Penalty: 5232.521484
	Iteration 25Q: 3 clusters Score -3064984 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3065003.500000 Penalty: 5232.521484
	Iteration 26Q: 3 clusters Score -3065004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3065020.750000 Penalty: 5232.521484
	Iteration 27Q: 3 clusters Score -3065021 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -3065050.500000 Penalty: 5232.521484
	Iteration 28Q: 3 clusters Score -3065050 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3065080.250000 Penalty: 5232.521484
	Iteration 29Q: 3 clusters Score -3065080 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3065114.250000 Penalty: 5232.521484
	Iteration 30Q: 3 clusters Score -3065114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3065142.750000 Penalty: 5232.521484
	Iteration 31Q: 3 clusters Score -3065143 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3065202.750000 Penalty: 5232.521484
	Iteration 32Q: 3 clusters Score -3065203 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -3065239.000000 Penalty: 5232.521484
	Iteration 33Q: 3 clusters Score -3065239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3065276.500000 Penalty: 5232.521484
	Iteration 34Q: 3 clusters Score -3065276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3065337.750000 Penalty: 5232.521484
	Iteration 35Q: 3 clusters Score -3065338 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3065401.750000 Penalty: 5232.521484
	Iteration 36Q: 3 clusters Score -3065402 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3065450.250000 Penalty: 5232.521484
	Iteration 37Q: 3 clusters Score -3065450 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3065528.500000 Penalty: 5232.521484
	Iteration 38Q: 3 clusters Score -3065528 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -3065590.500000 Penalty: 5232.521484
	Iteration 39Q: 3 clusters Score -3065590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3065649.250000 Penalty: 5232.521484
	Iteration 40F: 3 clusters Score -3065649 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3065692.250000 Penalty: 5232.521484
	Iteration 41Q: 3 clusters Score -3065692 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3065748.750000 Penalty: 5232.521484
	Iteration 42Q: 3 clusters Score -3065749 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -3065791.000000 Penalty: 5232.521484
	Iteration 43Q: 3 clusters Score -3065791 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3065830.250000 Penalty: 5232.521484
	Iteration 44Q: 3 clusters Score -3065830 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -3065874.000000 Penalty: 5232.521484
	Iteration 45Q: 3 clusters Score -3065874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -3065903.500000 Penalty: 5232.521484
	Iteration 46Q: 3 clusters Score -3065904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -3065958.500000 Penalty: 5232.521484
	Iteration 47Q: 3 clusters Score -3065958 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3065993.500000 Penalty: 5232.521484
	Iteration 48Q: 3 clusters Score -3065994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -3066030.250000 Penalty: 5232.521484
	Iteration 49Q: 3 clusters Score -3066030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -3066070.750000 Penalty: 5232.521484
	Iteration 50Q: 3 clusters Score -3066071 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -3066097.000000 Penalty: 5232.521484
	Iteration 51Q: 3 clusters Score -3066097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -3066149.250000 Penalty: 5232.521484
	Iteration 52Q: 3 clusters Score -3066149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -3066197.500000 Penalty: 5232.521484
	Iteration 53Q: 3 clusters Score -3066198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -3066250.250000 Penalty: 5232.521484
	Iteration 54Q: 3 clusters Score -3066250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3066297.500000 Penalty: 5232.521484
	Iteration 55Q: 3 clusters Score -3066298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3066343.250000 Penalty: 5232.521484
	Iteration 56Q: 3 clusters Score -3066343 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -3066375.250000 Penalty: 5232.521484
	Iteration 57Q: 3 clusters Score -3066375 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -3066410.250000 Penalty: 5232.521484
	Iteration 58Q: 3 clusters Score -3066410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3066439.750000 Penalty: 5232.521484
	Iteration 59Q: 3 clusters Score -3066440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -3066472.500000 Penalty: 5232.521484
	Iteration 60F: 3 clusters Score -3066472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3066487.750000 Penalty: 5232.521484
	Iteration 61Q: 3 clusters Score -3066488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -3066510.750000 Penalty: 5232.521484
	Iteration 62Q: 3 clusters Score -3066511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3066529.250000 Penalty: 5232.521484
	Iteration 63Q: 3 clusters Score -3066529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -3066551.500000 Penalty: 5232.521484
	Iteration 64Q: 3 clusters Score -3066552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -3066568.750000 Penalty: 5232.521484
	Iteration 65Q: 3 clusters Score -3066569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -3066598.500000 Penalty: 5232.521484
	Iteration 66Q: 3 clusters Score -3066598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -3066617.750000 Penalty: 5232.521484
	Iteration 67Q: 3 clusters Score -3066618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -3066644.250000 Penalty: 5232.521484
	Iteration 68Q: 3 clusters Score -3066644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3066658.500000 Penalty: 5232.521484
	Iteration 69Q: 3 clusters Score -3066658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -3066684.250000 Penalty: 5232.521484
	Iteration 70Q: 3 clusters Score -3066684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -3066712.000000 Penalty: 5232.521484
	Iteration 71Q: 3 clusters Score -3066712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -3066728.750000 Penalty: 5232.521484
	Iteration 72Q: 3 clusters Score -3066729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -3066754.750000 Penalty: 5232.521484
	Iteration 73Q: 3 clusters Score -3066755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3066772.500000 Penalty: 5232.521484
	Iteration 74Q: 3 clusters Score -3066772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -3066792.750000 Penalty: 5232.521484
	Iteration 75Q: 3 clusters Score -3066793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3066810.500000 Penalty: 5232.521484
	Iteration 76Q: 3 clusters Score -3066810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -3066834.750000 Penalty: 5232.521484
	Iteration 77Q: 3 clusters Score -3066835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -3066848.250000 Penalty: 5232.521484
	Iteration 78Q: 3 clusters Score -3066848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3066867.000000 Penalty: 5232.521484
	Iteration 79Q: 3 clusters Score -3066867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3066884.000000 Penalty: 5232.521484
	Iteration 80F: 3 clusters Score -3066884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -3066897.750000 Penalty: 5232.521484
	Iteration 81Q: 3 clusters Score -3066898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3066910.000000 Penalty: 5232.521484
	Iteration 82Q: 3 clusters Score -3066910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -3066928.250000 Penalty: 5232.521484
	Iteration 83Q: 3 clusters Score -3066928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -3066937.250000 Penalty: 5232.521484
	Iteration 84Q: 3 clusters Score -3066937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -3066947.500000 Penalty: 5232.521484
	Iteration 85Q: 3 clusters Score -3066948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -3066953.000000 Penalty: 5232.521484
	Iteration 86Q: 3 clusters Score -3066953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3066953.500000 Penalty: 5232.521484
	Iteration 87Q: 3 clusters Score -3066954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3066957.500000 Penalty: 5232.521484
	Iteration 88Q: 3 clusters Score -3066958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -3066962.000000 Penalty: 5232.521484
	Iteration 89Q: 3 clusters Score -3066962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -3066970.250000 Penalty: 5232.521484
	Iteration 90Q: 3 clusters Score -3066970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -3066972.750000 Penalty: 5232.521484
	Iteration 91Q: 3 clusters Score -3066973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -3066985.750000 Penalty: 5232.521484
	Iteration 92Q: 3 clusters Score -3066986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3066985.000000 Penalty: 5232.521484
	Iteration 93Q: 3 clusters Score -3066985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -3066993.250000 Penalty: 5232.521484
	Iteration 94Q: 3 clusters Score -3066993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -3066995.000000 Penalty: 5232.521484
	Iteration 95Q: 3 clusters Score -3066995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -3067002.250000 Penalty: 5232.521484
	Iteration 96Q: 3 clusters Score -3067002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -3067002.250000 Penalty: 5232.521484
	Iteration 97F: 3 clusters Score -3067002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -294001.000000 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -294001 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -294824.343750 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294824.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -295035.562500 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295035.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -295161.875000 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -295161.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -295253.593750 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295253.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -295321.812500 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295321.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -295372.406250 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295372.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -295410.437500 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295410.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -295440.812500 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295440.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -295468.031250 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -295494.312500 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295494.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -295516.500000 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295516.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -295539.062500 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295539.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -295571.187500 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295571.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -295601.343750 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -295601.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -295630.312500 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -295630.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -295660.593750 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -295660.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -295695.500000 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -295695.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -295721.187500 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -295721.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -295740.218750 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -295740.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -295772.906250 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -295772.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -295812.375000 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -295812.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -295853.937500 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -295853.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -295885.875000 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -295885.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -295923.250000 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -295923.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -295956.312500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -295956.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -295985.218750 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -295985.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -296020.750000 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -296020.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -296065.468750 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -296065.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -296108.312500 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -296108.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -296142.875000 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -296142.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -296163.343750 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -296163.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -296178.250000 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -296178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -296188.562500 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -296188.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -296199.812500 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -296199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -296209.875000 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -296209.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -296217.937500 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -296217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -296225.468750 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -296225.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -296229.937500 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -296229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -296232.125000 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -296232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -296232.562500 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -296232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -296234.343750 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -296234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -296235.062500 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -296235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -296235.062500 Penalty: 4085.527100
	Iteration 43F: 3 clusters Score -296235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Entering Unmasked Estep 
Score: -2681255.000000 Penalty: 2587.558594
	Iteration 0F: 2 clusters Score -2681255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2658082.750000 Penalty: 5175.117188
	Iteration 0F: 3 clusters Score -2658083 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2666352.000000 Penalty: 5175.117188
	Iteration 1F: 3 clusters Score -2666352 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2666851.250000 Penalty: 5175.117188
	Iteration 2Q: 3 clusters Score -2666851 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2667340.250000 Penalty: 5175.117188
	Iteration 3Q: 3 clusters Score -2667340 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2667881.250000 Penalty: 5175.117188
	Iteration 4Q: 3 clusters Score -2667881 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2668457.750000 Penalty: 5175.117188
	Iteration 5Q: 3 clusters Score -2668458 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2669102.000000 Penalty: 5175.117188
	Iteration 6Q: 3 clusters Score -2669102 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2669930.000000 Penalty: 5175.117188
	Iteration 7Q: 3 clusters Score -2669930 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2670898.500000 Penalty: 5175.117188
	Iteration 8F: 3 clusters Score -2670898 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2672023.500000 Penalty: 5175.117188
	Iteration 9F: 3 clusters Score -2672024 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2673343.500000 Penalty: 5175.117188
	Iteration 10F: 3 clusters Score -2673344 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -2674624.500000 Penalty: 5175.117188
	Iteration 11F: 3 clusters Score -2674624 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -2675733.000000 Penalty: 5175.117188
	Iteration 12Q: 3 clusters Score -2675733 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2676690.500000 Penalty: 5175.117188
	Iteration 13Q: 3 clusters Score -2676690 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -2677427.250000 Penalty: 5175.117188
	Iteration 14Q: 3 clusters Score -2677427 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -2677973.250000 Penalty: 5175.117188
	Iteration 15Q: 3 clusters Score -2677973 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -2678307.500000 Penalty: 5175.117188
	Iteration 16Q: 3 clusters Score -2678308 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -2678491.000000 Penalty: 5175.117188
	Iteration 17Q: 3 clusters Score -2678491 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -2678621.500000 Penalty: 5175.117188
	Iteration 18Q: 3 clusters Score -2678622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -2678743.250000 Penalty: 5175.117188
	Iteration 19Q: 3 clusters Score -2678743 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -2678849.500000 Penalty: 5175.117188
	Iteration 20F: 3 clusters Score -2678850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -2678925.750000 Penalty: 5175.117188
	Iteration 21Q: 3 clusters Score -2678926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -2678980.500000 Penalty: 5175.117188
	Iteration 22Q: 3 clusters Score -2678980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -2679036.250000 Penalty: 5175.117188
	Iteration 23Q: 3 clusters Score -2679036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -2679085.000000 Penalty: 5175.117188
	Iteration 24Q: 3 clusters Score -2679085 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -2679120.250000 Penalty: 5175.117188
	Iteration 25Q: 3 clusters Score -2679120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -2679151.000000 Penalty: 5175.117188
	Iteration 26Q: 3 clusters Score -2679151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -2679183.250000 Penalty: 5175.117188
	Iteration 27Q: 3 clusters Score -2679183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -2679221.500000 Penalty: 5175.117188
	Iteration 28Q: 3 clusters Score -2679222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -2679263.500000 Penalty: 5175.117188
	Iteration 29Q: 3 clusters Score -2679264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -2679299.250000 Penalty: 5175.117188
	Iteration 30Q: 3 clusters Score -2679299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -2679340.500000 Penalty: 5175.117188
	Iteration 31Q: 3 clusters Score -2679340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -2679370.250000 Penalty: 5175.117188
	Iteration 32Q: 3 clusters Score -2679370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -2679399.500000 Penalty: 5175.117188
	Iteration 33Q: 3 clusters Score -2679400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -2679416.000000 Penalty: 5175.117188
	Iteration 34Q: 3 clusters Score -2679416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -2679427.750000 Penalty: 5175.117188
	Iteration 35Q: 3 clusters Score -2679428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -2679434.750000 Penalty: 5175.117188
	Iteration 36Q: 3 clusters Score -2679435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -2679439.250000 Penalty: 5175.117188
	Iteration 37Q: 3 clusters Score -2679439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -2679444.750000 Penalty: 5175.117188
	Iteration 38Q: 3 clusters Score -2679445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -2679445.000000 Penalty: 5175.117188
	Iteration 39Q: 3 clusters Score -2679445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -2679453.000000 Penalty: 5175.117188
	Iteration 40F: 3 clusters Score -2679453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -2679459.250000 Penalty: 5175.117188
	Iteration 41Q: 3 clusters Score -2679459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -2679454.750000 Penalty: 5175.117188
	Iteration 42Q: 3 clusters Score -2679455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -2679462.000000 Penalty: 5175.117188
	Iteration 43Q: 3 clusters Score -2679462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -2679468.250000 Penalty: 5175.117188
	Iteration 44Q: 3 clusters Score -2679468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -2679477.750000 Penalty: 5175.117188
	Iteration 45Q: 3 clusters Score -2679478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -2679482.250000 Penalty: 5175.117188
	Iteration 46Q: 3 clusters Score -2679482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -2679486.000000 Penalty: 5175.117188
	Iteration 47Q: 3 clusters Score -2679486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -2679484.250000 Penalty: 5175.117188
	Iteration 48Q: 3 clusters Score -2679484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -2679484.250000 Penalty: 5175.117188
	Iteration 49F: 3 clusters Score -2679484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -215171.687500 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215171.7 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -215810.750000 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215810.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -215973.015625 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -215973 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -216060.125000 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -216060.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -216133.437500 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -216133.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -216187.500000 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216187.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -216236.890625 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216236.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -216273.156250 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216273.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -216318.062500 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216318.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -216365.046875 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -216416.187500 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -216416.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -216468.062500 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -216468.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -216509.093750 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -216509.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -216546.984375 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -216547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -216600.875000 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -216600.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -216654.515625 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -216654.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -216709.234375 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -216709.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -216765.984375 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -216766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216826.046875 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -216826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -216867.625000 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -216867.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -216903.500000 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -216903.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -216931.296875 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -216931.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -216952.296875 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -216952.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -216980.296875 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -216980.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -217006.906250 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217006.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -217036.921875 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217036.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -217060.437500 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217060.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -217093.968750 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -217094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -217131.187500 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -217131.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -217162.750000 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -217162.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -217191.265625 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -217191.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -217210.734375 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -217210.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -217220.890625 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -217220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -217226.875000 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -217226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -217231.828125 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -217231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -217240.296875 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -217240.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -217248.093750 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -217248.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -217253.203125 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -217253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -217258.046875 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -217258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -217263.500000 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -217263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -217267.156250 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -217267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -217269.578125 Penalty: 3969.999512
	Iteration 41Q: 3 clusters Score -217269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -217271.921875 Penalty: 3969.999512
	Iteration 42Q: 3 clusters Score -217271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -217275.046875 Penalty: 3969.999512
	Iteration 43Q: 3 clusters Score -217275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -217279.453125 Penalty: 3969.999512
	Iteration 44Q: 3 clusters Score -217279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -217284.640625 Penalty: 3969.999512
	Iteration 45Q: 3 clusters Score -217284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -217285.953125 Penalty: 3969.999512
	Iteration 46Q: 3 clusters Score -217286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -217286.953125 Penalty: 3969.999512
	Iteration 47Q: 3 clusters Score -217287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -217286.953125 Penalty: 3969.999512
	Iteration 48F: 3 clusters Score -217287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -169144.375000 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169144.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -169755.750000 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169755.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -170012.015625 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -170012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -170242.156250 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -170242.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -170433.203125 Penalty: 3887.427002
	Iteration 4F: 3 clusters Score -170433.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -170614.171875 Penalty: 3887.427002
	Iteration 5F: 3 clusters Score -170614.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -170764.984375 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -170765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -170862.687500 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -170862.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -170928.593750 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -170928.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -171005.625000 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -171005.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -171107.515625 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -171107.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -171215.359375 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -171215.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -171279.000000 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -171279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -171302.484375 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -171302.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -171316.000000 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -171316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -171326.968750 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -171327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -171334.093750 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -171334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -171340.234375 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -171340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -171350.890625 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -171350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -171353.296875 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -171353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -171354.750000 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -171354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -171355.234375 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -171355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -171355.828125 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -171355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -171355.812500 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -171355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -171355.812500 Penalty: 3887.427002
	Iteration 24F: 3 clusters Score -171355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -458774.187500 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458774.2 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -460076.375000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -460076.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -460352.218750 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460352.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -460567.562500 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -460567.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -460733.531250 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460733.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -460853.281250 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460853.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -460959.312500 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -460959.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -461073.406250 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -461073.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -461197.593750 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -461197.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -461287.031250 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -461287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -461361.312500 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -461361.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -461448.468750 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461448.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -461529.218750 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461529.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -461605.281250 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461605.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -461677.281250 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461677.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -461745.281250 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461745.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -461811.187500 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461811.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -461862.750000 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461862.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -461918.468750 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461918.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -461970.531250 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461970.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -462008.218750 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -462008.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -462030.281250 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -462030.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -462050.437500 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -462050.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -462069.281250 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -462069.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -462080.187500 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -462080.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -462088.968750 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -462089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -462097.968750 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -462098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -462106.000000 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -462106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -462112.625000 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -462112.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -462121.281250 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -462121.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -462129.218750 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -462129.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -462135.781250 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -462135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -462138.906250 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -462138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -462145.406250 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -462145.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -462149.281250 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -462149.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -462157.875000 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -462157.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -462165.375000 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -462165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -462170.843750 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -462170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -462175.093750 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -462175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -462178.656250 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -462178.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -462184.906250 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -462184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -462189.906250 Penalty: 4308.050293
	Iteration 41Q: 3 clusters Score -462189.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -462196.375000 Penalty: 4308.050293
	Iteration 42Q: 3 clusters Score -462196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -462198.843750 Penalty: 4308.050293
	Iteration 43Q: 3 clusters Score -462198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -462200.500000 Penalty: 4308.050293
	Iteration 44Q: 3 clusters Score -462200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -462203.468750 Penalty: 4308.050293
	Iteration 45Q: 3 clusters Score -462203.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -462209.187500 Penalty: 4308.050293
	Iteration 46Q: 3 clusters Score -462209.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -462216.562500 Penalty: 4308.050293
	Iteration 47Q: 3 clusters Score -462216.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -462228.937500 Penalty: 4308.050293
	Iteration 48Q: 3 clusters Score -462228.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -462241.250000 Penalty: 4308.050293
	Iteration 49Q: 3 clusters Score -462241.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -462250.812500 Penalty: 4308.050293
	Iteration 50Q: 3 clusters Score -462250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -462259.437500 Penalty: 4308.050293
	Iteration 51Q: 3 clusters Score -462259.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -462268.500000 Penalty: 4308.050293
	Iteration 52Q: 3 clusters Score -462268.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -462275.312500 Penalty: 4308.050293
	Iteration 53Q: 3 clusters Score -462275.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -462280.687500 Penalty: 4308.050293
	Iteration 54Q: 3 clusters Score -462280.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -462285.562500 Penalty: 4308.050293
	Iteration 55Q: 3 clusters Score -462285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462287.093750 Penalty: 4308.050293
	Iteration 56Q: 3 clusters Score -462287.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -462288.312500 Penalty: 4308.050293
	Iteration 57Q: 3 clusters Score -462288.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -462292.031250 Penalty: 4308.050293
	Iteration 58Q: 3 clusters Score -462292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -462298.062500 Penalty: 4308.050293
	Iteration 59Q: 3 clusters Score -462298.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -462306.687500 Penalty: 4308.050293
	Iteration 60F: 3 clusters Score -462306.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -462312.281250 Penalty: 4308.050293
	Iteration 61Q: 3 clusters Score -462312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -462317.250000 Penalty: 4308.050293
	Iteration 62Q: 3 clusters Score -462317.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -462324.093750 Penalty: 4308.050293
	Iteration 63Q: 3 clusters Score -462324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -462327.562500 Penalty: 4308.050293
	Iteration 64Q: 3 clusters Score -462327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -462328.843750 Penalty: 4308.050293
	Iteration 65Q: 3 clusters Score -462328.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -462329.625000 Penalty: 4308.050293
	Iteration 66Q: 3 clusters Score -462329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -462331.156250 Penalty: 4308.050293
	Iteration 67Q: 3 clusters Score -462331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -462333.250000 Penalty: 4308.050293
	Iteration 68Q: 3 clusters Score -462333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -462333.875000 Penalty: 4308.050293
	Iteration 69Q: 3 clusters Score -462333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -462334.593750 Penalty: 4308.050293
	Iteration 70Q: 3 clusters Score -462334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -462336.468750 Penalty: 4308.050293
	Iteration 71Q: 3 clusters Score -462336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -462335.906250 Penalty: 4308.050293
	Iteration 72Q: 3 clusters Score -462335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -462336.718750 Penalty: 4308.050293
	Iteration 73Q: 3 clusters Score -462336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -462337.468750 Penalty: 4308.050293
	Iteration 74Q: 3 clusters Score -462337.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -462337.468750 Penalty: 4308.050293
	Iteration 75F: 3 clusters Score -462337.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -475150.312500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475150.3 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -476770.218750 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476770.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -477145.593750 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -477145.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -477420.281250 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477420.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -477696.687500 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -477696.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -477944.156250 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -477944.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -478176.375000 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -478176.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -478411.093750 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -478411.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -478632.531250 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -478632.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -478857.156250 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -478857.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -479123.531250 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -479123.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -479347.468750 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -479347.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -479641.593750 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -479641.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -479818.218750 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -479818.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -479912.437500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -479912.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -479970.406250 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -479970.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -480019.062500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -480019.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -480053.031250 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -480053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -480071.562500 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -480071.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -480094.312500 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -480094.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -480113.406250 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -480113.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -480141.375000 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -480141.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -480187.906250 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -480187.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -480253.562500 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -480253.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -480335.625000 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -480335.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -480408.593750 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -480408.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -480446.531250 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -480446.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -480475.593750 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -480475.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -480493.656250 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -480493.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -480513.375000 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -480513.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -480525.593750 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -480525.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -480541.312500 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -480541.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -480561.468750 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -480561.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -480577.187500 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -480577.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -480591.281250 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -480591.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -480604.593750 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -480604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -480613.843750 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -480613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -480620.312500 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -480620.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -480623.843750 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -480623.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -480629.000000 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -480629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -480629.937500 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -480629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -480631.218750 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -480631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -480631.218750 Penalty: 4348.672363
	Iteration 42F: 3 clusters Score -480631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21739 members 
Mstep: Class 14 contains 43775 members 
Mstep: Class 15 contains 144460 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 104909 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 19340 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128737 members 
Mstep: Class 33 contains 123723 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76567 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 3953 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127263 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5596 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5621 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103042 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3969 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 6676 members 
Mstep: Class 78 contains 2469 members 
Entering Unmasked Estep 
Score: -150794208.000000 Penalty: 278393.843750
Splitting cluster 43 changes total score from -150795184.000000 to -150794208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -67241.765625 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67241.77 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67580.156250 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67580.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -67672.351562 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67672.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67728.593750 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67728.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67764.773438 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67764.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67792.882812 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67792.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -67825.976562 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67825.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -67863.890625 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67863.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67901.757812 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67901.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67922.437500 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -67922.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67933.648438 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -67933.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -67939.875000 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -67939.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -67945.343750 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -67945.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67946.187500 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -67946.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67946.187500 Penalty: 3469.445801
	Iteration 14F: 3 clusters Score -67946.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Entering Unmasked Estep 
Score: -10255420.000000 Penalty: 2914.994873
	Iteration 0F: 2 clusters Score -1.025542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -10170013.000000 Penalty: 5829.989746
	Iteration 0F: 3 clusters Score -1.017001e+07 nChanged 60475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -10204909.000000 Penalty: 5829.989746
	Iteration 1F: 3 clusters Score -1.020491e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -10205533.000000 Penalty: 5829.989746
	Iteration 2Q: 3 clusters Score -1.020553e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -10206259.000000 Penalty: 5829.989746
	Iteration 3Q: 3 clusters Score -1.020626e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -10206965.000000 Penalty: 5829.989746
	Iteration 4Q: 3 clusters Score -1.020696e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -10207992.000000 Penalty: 5829.989746
	Iteration 5Q: 3 clusters Score -1.020799e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -10209120.000000 Penalty: 5829.989746
	Iteration 6Q: 3 clusters Score -1.020912e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -10210461.000000 Penalty: 5829.989746
	Iteration 7Q: 3 clusters Score -1.021046e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -10212349.000000 Penalty: 5829.989746
	Iteration 8Q: 3 clusters Score -1.021235e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -10214824.000000 Penalty: 5829.989746
	Iteration 9Q: 3 clusters Score -1.021482e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -10218011.000000 Penalty: 5829.989746
	Iteration 10Q: 3 clusters Score -1.021801e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -10221868.000000 Penalty: 5829.989746
	Iteration 11F: 3 clusters Score -1.022187e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -10226580.000000 Penalty: 5829.989746
	Iteration 12F: 3 clusters Score -1.022658e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -10231965.000000 Penalty: 5829.989746
	Iteration 13F: 3 clusters Score -1.023196e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -10237599.000000 Penalty: 5829.989746
	Iteration 14F: 3 clusters Score -1.02376e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 111104 members 
Entering Unmasked Estep 
Score: -10242533.000000 Penalty: 5829.989746
	Iteration 15F: 3 clusters Score -1.024253e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -10246409.000000 Penalty: 5829.989746
	Iteration 16Q: 3 clusters Score -1.024641e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 120387 members 
Entering Unmasked Estep 
Score: -10249079.000000 Penalty: 5829.989746
	Iteration 17Q: 3 clusters Score -1.024908e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 122804 members 
Entering Unmasked Estep 
Score: -10250666.000000 Penalty: 5829.989746
	Iteration 18Q: 3 clusters Score -1.025067e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -10251555.000000 Penalty: 5829.989746
	Iteration 19Q: 3 clusters Score -1.025156e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 125085 members 
Entering Unmasked Estep 
Score: -10252080.000000 Penalty: 5829.989746
	Iteration 20F: 3 clusters Score -1.025208e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -10252343.000000 Penalty: 5829.989746
	Iteration 21Q: 3 clusters Score -1.025234e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -10252518.000000 Penalty: 5829.989746
	Iteration 22Q: 3 clusters Score -1.025252e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -10252624.000000 Penalty: 5829.989746
	Iteration 23Q: 3 clusters Score -1.025262e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -10252717.000000 Penalty: 5829.989746
	Iteration 24Q: 3 clusters Score -1.025272e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 126238 members 
Entering Unmasked Estep 
Score: -10252792.000000 Penalty: 5829.989746
	Iteration 25Q: 3 clusters Score -1.025279e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 126296 members 
Entering Unmasked Estep 
Score: -10252831.000000 Penalty: 5829.989746
	Iteration 26Q: 3 clusters Score -1.025283e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -10252876.000000 Penalty: 5829.989746
	Iteration 27Q: 3 clusters Score -1.025288e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 126370 members 
Entering Unmasked Estep 
Score: -10252890.000000 Penalty: 5829.989746
	Iteration 28Q: 3 clusters Score -1.025289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -10252908.000000 Penalty: 5829.989746
	Iteration 29Q: 3 clusters Score -1.025291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -10252914.000000 Penalty: 5829.989746
	Iteration 30Q: 3 clusters Score -1.025291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 126427 members 
Entering Unmasked Estep 
Score: -10252933.000000 Penalty: 5829.989746
	Iteration 31Q: 3 clusters Score -1.025293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 126446 members 
Entering Unmasked Estep 
Score: -10252949.000000 Penalty: 5829.989746
	Iteration 32Q: 3 clusters Score -1.025295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 126463 members 
Entering Unmasked Estep 
Score: -10252955.000000 Penalty: 5829.989746
	Iteration 33Q: 3 clusters Score -1.025296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -10252960.000000 Penalty: 5829.989746
	Iteration 34Q: 3 clusters Score -1.025296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -10252960.000000 Penalty: 5829.989746
	Iteration 35Q: 3 clusters Score -1.025296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -10252962.000000 Penalty: 5829.989746
	Iteration 36Q: 3 clusters Score -1.025296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 126478 members 
Entering Unmasked Estep 
Score: -10252975.000000 Penalty: 5829.989746
	Iteration 37Q: 3 clusters Score -1.025298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -10252973.000000 Penalty: 5829.989746
	Iteration 38Q: 3 clusters Score -1.025297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -10252973.000000 Penalty: 5829.989746
	Iteration 39F: 3 clusters Score -1.025297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -104529.429688 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104529.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -105037.914062 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -105037.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -105236.179688 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105236.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -105366.867188 Penalty: 3685.336670
	Iteration 3F: 3 clusters Score -105366.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -105456.015625 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -105456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -105500.703125 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105500.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -105525.515625 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105525.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -105549.945312 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -105564.843750 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105564.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -105582.234375 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -105591.078125 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -105596.320312 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105596.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -105598.507812 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -105599.773438 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105601.671875 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -105602.015625 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105603.148438 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105604.953125 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -105605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105604.953125 Penalty: 3685.336670
	Iteration 18F: 3 clusters Score -105605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1517330.875000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517331 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1522346.750000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522347 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1522957.500000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1522958 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1523550.625000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -1523551 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1524096.875000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -1524097 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1524619.375000 Penalty: 4931.321289
	Iteration 5F: 3 clusters Score -1524619 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1525142.875000 Penalty: 4931.321289
	Iteration 6Q: 3 clusters Score -1525143 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1525695.000000 Penalty: 4931.321289
	Iteration 7Q: 3 clusters Score -1525695 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1526277.625000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -1526278 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1526835.000000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1526835 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1527388.375000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1527388 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1527865.875000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1527866 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1528252.250000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1528252 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1528578.750000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1528579 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1528882.500000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1528882 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1529157.875000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1529158 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1529368.750000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1529369 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1529545.625000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1529546 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1529705.250000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1529705 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1529837.500000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1529838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1529943.000000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1529943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1530017.375000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1530017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1530073.875000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1530074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1530125.375000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1530125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1530165.875000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1530166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1530204.125000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1530204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1530236.375000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1530236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1530259.500000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1530260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1530274.625000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1530279.875000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1530288.875000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1530290.500000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -1530290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1530295.750000 Penalty: 4931.321289
	Iteration 32Q: 3 clusters Score -1530296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1530299.000000 Penalty: 4931.321289
	Iteration 33Q: 3 clusters Score -1530299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1530300.250000 Penalty: 4931.321289
	Iteration 34Q: 3 clusters Score -1530300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1530301.750000 Penalty: 4931.321289
	Iteration 35Q: 3 clusters Score -1530302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -1530307.125000 Penalty: 4931.321289
	Iteration 36Q: 3 clusters Score -1530307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1530310.000000 Penalty: 4931.321289
	Iteration 37Q: 3 clusters Score -1530310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1530316.750000 Penalty: 4931.321289
	Iteration 38Q: 3 clusters Score -1530317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1530322.750000 Penalty: 4931.321289
	Iteration 39Q: 3 clusters Score -1530323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1530329.250000 Penalty: 4931.321289
	Iteration 40F: 3 clusters Score -1530329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1530330.125000 Penalty: 4931.321289
	Iteration 41Q: 3 clusters Score -1530330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1530330.125000 Penalty: 4931.321289
	Iteration 42F: 3 clusters Score -1530330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Entering Unmasked Estep 
Score: -525094.875000 Penalty: 2140.192139
	Iteration 0F: 2 clusters Score -525094.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -520142.000000 Penalty: 4280.384277
	Iteration 0F: 3 clusters Score -520142 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -521407.812500 Penalty: 4280.384277
	Iteration 1F: 3 clusters Score -521407.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -521631.656250 Penalty: 4280.384277
	Iteration 2F: 3 clusters Score -521631.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -521826.187500 Penalty: 4280.384277
	Iteration 3F: 3 clusters Score -521826.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -522030.093750 Penalty: 4280.384277
	Iteration 4F: 3 clusters Score -522030.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -522243.250000 Penalty: 4280.384277
	Iteration 5F: 3 clusters Score -522243.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -522431.093750 Penalty: 4280.384277
	Iteration 6F: 3 clusters Score -522431.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -522604.968750 Penalty: 4280.384277
	Iteration 7Q: 3 clusters Score -522605 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -522743.812500 Penalty: 4280.384277
	Iteration 8Q: 3 clusters Score -522743.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -522852.062500 Penalty: 4280.384277
	Iteration 9Q: 3 clusters Score -522852.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -522925.406250 Penalty: 4280.384277
	Iteration 10Q: 3 clusters Score -522925.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -522975.500000 Penalty: 4280.384277
	Iteration 11Q: 3 clusters Score -522975.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -523013.531250 Penalty: 4280.384277
	Iteration 12Q: 3 clusters Score -523013.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -523038.875000 Penalty: 4280.384277
	Iteration 13Q: 3 clusters Score -523038.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -523059.781250 Penalty: 4280.384277
	Iteration 14Q: 3 clusters Score -523059.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -523074.250000 Penalty: 4280.384277
	Iteration 15Q: 3 clusters Score -523074.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -523087.875000 Penalty: 4280.384277
	Iteration 16Q: 3 clusters Score -523087.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -523098.906250 Penalty: 4280.384277
	Iteration 17Q: 3 clusters Score -523098.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -523105.281250 Penalty: 4280.384277
	Iteration 18Q: 3 clusters Score -523105.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -523110.093750 Penalty: 4280.384277
	Iteration 19Q: 3 clusters Score -523110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -523114.375000 Penalty: 4280.384277
	Iteration 20F: 3 clusters Score -523114.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -523116.718750 Penalty: 4280.384277
	Iteration 21Q: 3 clusters Score -523116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -523118.343750 Penalty: 4280.384277
	Iteration 22Q: 3 clusters Score -523118.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -523120.875000 Penalty: 4280.384277
	Iteration 23Q: 3 clusters Score -523120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -523122.031250 Penalty: 4280.384277
	Iteration 24Q: 3 clusters Score -523122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -523123.312500 Penalty: 4280.384277
	Iteration 25Q: 3 clusters Score -523123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -523123.312500 Penalty: 4280.384277
	Iteration 26F: 3 clusters Score -523123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -378623.000000 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378623 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -379560.593750 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379560.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -379716.500000 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379716.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -379801.812500 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -379801.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -379872.125000 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -379872.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -379929.250000 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -379929.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -379971.906250 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -379971.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -380006.468750 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380006.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -380028.687500 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380028.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -380046.281250 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380046.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -380060.500000 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380060.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -380074.156250 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380074.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -380087.156250 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380087.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -380097.593750 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380097.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -380108.062500 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380108.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -380117.250000 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380117.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -380126.468750 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380126.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -380134.281250 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380134.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -380141.312500 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380141.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -380149.718750 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380149.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -380156.093750 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380156.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -380164.625000 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -380173.156250 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380173.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -380180.937500 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380180.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -380192.156250 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380192.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -380202.406250 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380202.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -380214.750000 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380214.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -380228.187500 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380228.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -380249.718750 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -380249.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -380273.968750 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -380274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -380306.250000 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -380306.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -380341.062500 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -380341.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -380371.062500 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -380371.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -380397.406250 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -380397.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -380430.718750 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -380430.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -380468.156250 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -380468.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -380512.062500 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -380512.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -380554.937500 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -380554.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -380606.968750 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -380607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -380652.656250 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -380652.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -380690.968750 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -380691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -380733.906250 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -380733.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -380767.500000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -380767.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -380795.593750 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -380795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -380819.937500 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -380819.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -380847.906250 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -380847.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -380876.437500 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -380876.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -380905.500000 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -380905.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -380931.187500 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -380931.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -380952.625000 Penalty: 4198.668457
	Iteration 49Q: 3 clusters Score -380952.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -380975.656250 Penalty: 4198.668457
	Iteration 50Q: 3 clusters Score -380975.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -380993.968750 Penalty: 4198.668457
	Iteration 51Q: 3 clusters Score -380994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -381012.750000 Penalty: 4198.668457
	Iteration 52Q: 3 clusters Score -381012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -381023.375000 Penalty: 4198.668457
	Iteration 53Q: 3 clusters Score -381023.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -381031.500000 Penalty: 4198.668457
	Iteration 54Q: 3 clusters Score -381031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -381040.375000 Penalty: 4198.668457
	Iteration 55Q: 3 clusters Score -381040.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -381053.468750 Penalty: 4198.668457
	Iteration 56Q: 3 clusters Score -381053.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -381064.281250 Penalty: 4198.668457
	Iteration 57Q: 3 clusters Score -381064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -381072.718750 Penalty: 4198.668457
	Iteration 58Q: 3 clusters Score -381072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -381076.156250 Penalty: 4198.668457
	Iteration 59Q: 3 clusters Score -381076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -381082.437500 Penalty: 4198.668457
	Iteration 60F: 3 clusters Score -381082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -381091.875000 Penalty: 4198.668457
	Iteration 61Q: 3 clusters Score -381091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -381100.406250 Penalty: 4198.668457
	Iteration 62Q: 3 clusters Score -381100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -381103.875000 Penalty: 4198.668457
	Iteration 63Q: 3 clusters Score -381103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -381107.812500 Penalty: 4198.668457
	Iteration 64Q: 3 clusters Score -381107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -381110.500000 Penalty: 4198.668457
	Iteration 65Q: 3 clusters Score -381110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -381111.000000 Penalty: 4198.668457
	Iteration 66Q: 3 clusters Score -381111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -381111.000000 Penalty: 4198.668457
	Iteration 67F: 3 clusters Score -381111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -568260.687500 Penalty: 2141.297607
	Iteration 0F: 2 clusters Score -568260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -563372.937500 Penalty: 4282.595215
	Iteration 0F: 3 clusters Score -563372.9 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -564618.812500 Penalty: 4282.595215
	Iteration 1F: 3 clusters Score -564618.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -564859.625000 Penalty: 4282.595215
	Iteration 2F: 3 clusters Score -564859.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -565013.875000 Penalty: 4282.595215
	Iteration 3F: 3 clusters Score -565013.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -565135.562500 Penalty: 4282.595215
	Iteration 4Q: 3 clusters Score -565135.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565243.125000 Penalty: 4282.595215
	Iteration 5Q: 3 clusters Score -565243.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -565365.500000 Penalty: 4282.595215
	Iteration 6Q: 3 clusters Score -565365.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -565481.312500 Penalty: 4282.595215
	Iteration 7Q: 3 clusters Score -565481.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -565588.437500 Penalty: 4282.595215
	Iteration 8Q: 3 clusters Score -565588.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -565696.625000 Penalty: 4282.595215
	Iteration 9Q: 3 clusters Score -565696.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -565824.687500 Penalty: 4282.595215
	Iteration 10Q: 3 clusters Score -565824.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -565949.750000 Penalty: 4282.595215
	Iteration 11Q: 3 clusters Score -565949.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -566082.000000 Penalty: 4282.595215
	Iteration 12Q: 3 clusters Score -566082 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -566180.375000 Penalty: 4282.595215
	Iteration 13Q: 3 clusters Score -566180.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -566246.000000 Penalty: 4282.595215
	Iteration 14Q: 3 clusters Score -566246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -566313.562500 Penalty: 4282.595215
	Iteration 15Q: 3 clusters Score -566313.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -566378.937500 Penalty: 4282.595215
	Iteration 16Q: 3 clusters Score -566378.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -566430.750000 Penalty: 4282.595215
	Iteration 17Q: 3 clusters Score -566430.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -566469.187500 Penalty: 4282.595215
	Iteration 18Q: 3 clusters Score -566469.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -566505.500000 Penalty: 4282.595215
	Iteration 19Q: 3 clusters Score -566505.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -566543.562500 Penalty: 4282.595215
	Iteration 20F: 3 clusters Score -566543.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -566577.875000 Penalty: 4282.595215
	Iteration 21Q: 3 clusters Score -566577.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -566608.000000 Penalty: 4282.595215
	Iteration 22Q: 3 clusters Score -566608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -566628.625000 Penalty: 4282.595215
	Iteration 23Q: 3 clusters Score -566628.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -566647.312500 Penalty: 4282.595215
	Iteration 24Q: 3 clusters Score -566647.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -566658.562500 Penalty: 4282.595215
	Iteration 25Q: 3 clusters Score -566658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -566663.500000 Penalty: 4282.595215
	Iteration 26Q: 3 clusters Score -566663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -566670.062500 Penalty: 4282.595215
	Iteration 27Q: 3 clusters Score -566670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -566680.562500 Penalty: 4282.595215
	Iteration 28Q: 3 clusters Score -566680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -566686.062500 Penalty: 4282.595215
	Iteration 29Q: 3 clusters Score -566686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -566690.875000 Penalty: 4282.595215
	Iteration 30Q: 3 clusters Score -566690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -566693.500000 Penalty: 4282.595215
	Iteration 31Q: 3 clusters Score -566693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -566694.750000 Penalty: 4282.595215
	Iteration 32Q: 3 clusters Score -566694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -566694.750000 Penalty: 4282.595215
	Iteration 33F: 3 clusters Score -566694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1331615.000000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331615 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1335650.625000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335651 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1336264.000000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1336264 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1337118.875000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1337119 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1338259.000000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -1338259 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1339378.625000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -1339379 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1340244.000000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1340244 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1340863.250000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1340863 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1341375.250000 Penalty: 4831.899414
	Iteration 8Q: 3 clusters Score -1341375 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1341863.250000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -1341863 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1342331.875000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1342332 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1342761.250000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1342761 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1343058.125000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1343058 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1343195.375000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1343195 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1343281.000000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1343281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1343322.875000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1343323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1343346.750000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1343347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1343361.125000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1343361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1343366.625000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1343367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1343371.625000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1343372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1343374.375000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1343374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1343372.875000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1343373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1343375.750000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1343376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1343376.125000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1343376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1343376.250000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1343376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1343377.750000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1343378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1343378.000000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1343378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1343376.750000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1343377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1343377.500000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1343378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1343378.000000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1343378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1343378.000000 Penalty: 4831.899414
	Iteration 30F: 3 clusters Score -1343378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17533.218750 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17533.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17654.517578 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17654.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17688.179688 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17688.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17704.031250 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17704.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17715.837891 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17715.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17718.357422 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -17718.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17720.318359 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -17720.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17720.318359 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -17720.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 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 2782 members 
Entering Unmasked Estep 
Score: -422713.531250 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422713.5 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -423958.312500 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423958.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -424351.781250 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424351.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -424660.000000 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424660 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -424858.625000 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -424858.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -424988.562500 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -424988.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -425070.062500 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -425070.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -425121.250000 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -425121.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -425170.031250 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -425202.875000 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425202.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -425232.218750 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425232.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -425254.937500 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425254.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -425279.875000 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425279.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -425303.812500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425303.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -425337.750000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425337.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -425376.062500 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425376.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -425423.343750 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -425423.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -425462.125000 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -425462.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -425493.093750 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -425493.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -425514.343750 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -425514.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -425535.687500 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -425535.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -425558.812500 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -425558.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -425574.187500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -425574.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -425587.218750 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -425587.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -425594.187500 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -425594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -425602.468750 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -425602.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -425610.156250 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -425610.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -425616.312500 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -425616.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425624.062500 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -425624.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -425632.468750 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -425632.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -425638.218750 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -425638.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -425644.781250 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -425644.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -425649.500000 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -425649.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -425656.750000 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -425656.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -425665.125000 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -425665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -425674.906250 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -425674.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -425685.312500 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -425685.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -425697.437500 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -425697.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -425707.718750 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -425707.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -425715.500000 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -425715.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -425722.687500 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -425722.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -425732.781250 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -425732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -425739.093750 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -425739.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -425743.875000 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -425743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -425749.718750 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -425749.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -425754.875000 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -425754.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -425759.125000 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -425759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -425763.718750 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -425763.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -425766.812500 Penalty: 4270.356934
	Iteration 48Q: 3 clusters Score -425766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -425770.375000 Penalty: 4270.356934
	Iteration 49Q: 3 clusters Score -425770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -425773.375000 Penalty: 4270.356934
	Iteration 50Q: 3 clusters Score -425773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -425775.218750 Penalty: 4270.356934
	Iteration 51Q: 3 clusters Score -425775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -425778.093750 Penalty: 4270.356934
	Iteration 52Q: 3 clusters Score -425778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -425778.625000 Penalty: 4270.356934
	Iteration 53Q: 3 clusters Score -425778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -425784.656250 Penalty: 4270.356934
	Iteration 54Q: 3 clusters Score -425784.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -425789.250000 Penalty: 4270.356934
	Iteration 55Q: 3 clusters Score -425789.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -425794.656250 Penalty: 4270.356934
	Iteration 56Q: 3 clusters Score -425794.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -425798.781250 Penalty: 4270.356934
	Iteration 57Q: 3 clusters Score -425798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -425802.781250 Penalty: 4270.356934
	Iteration 58Q: 3 clusters Score -425802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -425805.250000 Penalty: 4270.356934
	Iteration 59Q: 3 clusters Score -425805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -425809.562500 Penalty: 4270.356934
	Iteration 60F: 3 clusters Score -425809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -425814.875000 Penalty: 4270.356934
	Iteration 61Q: 3 clusters Score -425814.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -425820.031250 Penalty: 4270.356934
	Iteration 62Q: 3 clusters Score -425820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -425824.843750 Penalty: 4270.356934
	Iteration 63Q: 3 clusters Score -425824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -425827.531250 Penalty: 4270.356934
	Iteration 64Q: 3 clusters Score -425827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -425828.343750 Penalty: 4270.356934
	Iteration 65Q: 3 clusters Score -425828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -425828.781250 Penalty: 4270.356934
	Iteration 66Q: 3 clusters Score -425828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -425830.062500 Penalty: 4270.356934
	Iteration 67Q: 3 clusters Score -425830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -425830.125000 Penalty: 4270.356934
	Iteration 68Q: 3 clusters Score -425830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -425830.812500 Penalty: 4270.356934
	Iteration 69Q: 3 clusters Score -425830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -425832.968750 Penalty: 4270.356934
	Iteration 70Q: 3 clusters Score -425833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -425835.187500 Penalty: 4270.356934
	Iteration 71Q: 3 clusters Score -425835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -425838.312500 Penalty: 4270.356934
	Iteration 72Q: 3 clusters Score -425838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -425839.843750 Penalty: 4270.356934
	Iteration 73Q: 3 clusters Score -425839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -425840.562500 Penalty: 4270.356934
	Iteration 74Q: 3 clusters Score -425840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -425840.562500 Penalty: 4270.356934
	Iteration 75F: 3 clusters Score -425840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144252.796875 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144252.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144678.546875 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144678.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -144827.843750 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -144827.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -144945.781250 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -144945.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -145066.484375 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -145066.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -145125.812500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -145125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145161.593750 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145161.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -145194.000000 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -145219.765625 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145219.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145237.000000 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -145255.031250 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -145270.328125 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -145279.578125 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -145287.250000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -145293.296875 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145293.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145303.828125 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145303.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -145321.156250 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145321.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145337.453125 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145337.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145354.515625 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145354.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145378.062500 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145378.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -145401.359375 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145401.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145423.671875 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145423.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145437.296875 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145437.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -145456.906250 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145474.671875 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145483.000000 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -145483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145490.046875 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -145490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145492.531250 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -145492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145493.421875 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -145493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145495.328125 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -145495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145496.187500 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -145496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145497.296875 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -145497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145497.484375 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -145497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145497.484375 Penalty: 3752.633545
	Iteration 33F: 3 clusters Score -145497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -380561.781250 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380561.8 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -381663.468750 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381663.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -381963.625000 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381963.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -382221.437500 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382221.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -382438.375000 Penalty: 4215.518555
	Iteration 4F: 3 clusters Score -382438.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -382637.843750 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -382637.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -382819.531250 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -382819.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -383010.375000 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -383010.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -383242.437500 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -383242.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -383449.656250 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383449.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -383632.687500 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383632.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -383773.468750 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383773.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -383908.937500 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383908.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -384005.437500 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -384005.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -384071.375000 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -384071.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -384133.593750 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -384133.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -384190.312500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -384190.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -384233.312500 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -384233.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -384263.375000 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -384263.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -384289.718750 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -384289.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -384309.718750 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -384309.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -384324.218750 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -384324.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -384335.531250 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -384335.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -384340.218750 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -384340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -384346.875000 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -384346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -384349.656250 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -384349.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -384354.093750 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -384354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -384357.156250 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -384357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -384360.937500 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -384360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -384361.468750 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -384361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -384362.437500 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -384362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -384364.437500 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -384364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -384365.156250 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -384365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -384367.625000 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -384367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -384368.312500 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -384368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -384368.656250 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -384368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -384368.656250 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -384368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384368.062500 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -384368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384368.937500 Penalty: 4215.518555
	Iteration 38Q: 3 clusters Score -384368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384368.937500 Penalty: 4215.518555
	Iteration 39F: 3 clusters Score -384368.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104010.210938 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104010.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104385.960938 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -104491.906250 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104491.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104555.078125 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104555.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104586.359375 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104586.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104611.609375 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104611.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104624.890625 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104624.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104639.164062 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -104647.320312 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104656.242188 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104659.875000 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104664.812500 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104672.507812 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104679.007812 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104682.250000 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104684.851562 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104688.265625 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104690.679688 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -104690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104690.679688 Penalty: 3589.937988
	Iteration 18F: 3 clusters Score -104690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -132522.593750 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -132522.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130386.218750 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -130386.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131017.718750 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -131017.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -131454.796875 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -131454.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131774.531250 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -131774.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -131995.312500 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -131995.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -132104.468750 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -132104.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132163.671875 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -132163.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132183.171875 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -132183.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132205.375000 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -132205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132213.453125 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -132213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132227.984375 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -132228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -132231.609375 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -132231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -132243.953125 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -132244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132252.000000 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -132252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132252.312500 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -132252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132253.828125 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -132253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132253.828125 Penalty: 3587.793945
	Iteration 16F: 3 clusters Score -132253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -505985.531250 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -505985.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -501197.125000 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -501197.1 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -502577.875000 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -502577.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -503007.312500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -503007.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -503327.125000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -503327.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -503562.625000 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -503562.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -503724.406250 Penalty: 4262.792480
	Iteration 5Q: 3 clusters Score -503724.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -503848.718750 Penalty: 4262.792480
	Iteration 6Q: 3 clusters Score -503848.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -503950.343750 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -503950.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -504049.093750 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -504049.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -504125.000000 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -504125 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -504186.406250 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -504186.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -504228.156250 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -504228.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -504251.750000 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -504251.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -504270.250000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -504270.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -504283.000000 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -504283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -504295.187500 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -504295.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -504305.031250 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -504305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -504312.906250 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -504312.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -504316.937500 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -504316.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -504322.906250 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -504322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -504327.250000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -504327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -504329.500000 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -504329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -504331.343750 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -504331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -504332.968750 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -504333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -504336.500000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -504336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -504336.593750 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -504336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -504339.375000 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -504339.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -504341.906250 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -504341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -504342.031250 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -504342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -504341.843750 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -504341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -504343.437500 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -504343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -504342.812500 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -504342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -504344.656250 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -504344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -504344.187500 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -504344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -504344.187500 Penalty: 4262.792480
	Iteration 34F: 3 clusters Score -504344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43327.515625 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -43327.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41832.007812 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -41832.01 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41992.046875 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -41992.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42045.019531 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -42045.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42065.582031 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -42065.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42093.851562 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -42093.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42131.765625 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -42131.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42153.503906 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -42153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42177.476562 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -42177.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42195.281250 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -42195.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42199.515625 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -42199.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42201.964844 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -42201.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42201.964844 Penalty: 3072.425049
	Iteration 11F: 3 clusters Score -42201.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (103042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Entering Unmasked Estep 
Score: -10876698.000000 Penalty: 2862.637207
	Iteration 0F: 2 clusters Score -1.08767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -10809490.000000 Penalty: 5725.274414
	Iteration 0F: 3 clusters Score -1.080949e+07 nChanged 48842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -10837482.000000 Penalty: 5725.274414
	Iteration 1F: 3 clusters Score -1.083748e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -10838160.000000 Penalty: 5725.274414
	Iteration 2Q: 3 clusters Score -1.083816e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -10838895.000000 Penalty: 5725.274414
	Iteration 3Q: 3 clusters Score -1.08389e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -10839781.000000 Penalty: 5725.274414
	Iteration 4Q: 3 clusters Score -1.083978e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -10841149.000000 Penalty: 5725.274414
	Iteration 5Q: 3 clusters Score -1.084115e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -10843514.000000 Penalty: 5725.274414
	Iteration 6Q: 3 clusters Score -1.084351e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -10847026.000000 Penalty: 5725.274414
	Iteration 7F: 3 clusters Score -1.084703e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -10851839.000000 Penalty: 5725.274414
	Iteration 8F: 3 clusters Score -1.085184e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -10857144.000000 Penalty: 5725.274414
	Iteration 9F: 3 clusters Score -1.085714e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -10861824.000000 Penalty: 5725.274414
	Iteration 10F: 3 clusters Score -1.086182e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -10865324.000000 Penalty: 5725.274414
	Iteration 11Q: 3 clusters Score -1.086532e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -10867850.000000 Penalty: 5725.274414
	Iteration 12Q: 3 clusters Score -1.086785e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -10869541.000000 Penalty: 5725.274414
	Iteration 13Q: 3 clusters Score -1.086954e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -10870827.000000 Penalty: 5725.274414
	Iteration 14Q: 3 clusters Score -1.087083e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -10871881.000000 Penalty: 5725.274414
	Iteration 15Q: 3 clusters Score -1.087188e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -10872632.000000 Penalty: 5725.274414
	Iteration 16Q: 3 clusters Score -1.087263e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -10873161.000000 Penalty: 5725.274414
	Iteration 17Q: 3 clusters Score -1.087316e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -10873548.000000 Penalty: 5725.274414
	Iteration 18Q: 3 clusters Score -1.087355e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -10873942.000000 Penalty: 5725.274414
	Iteration 19Q: 3 clusters Score -1.087394e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -10874263.000000 Penalty: 5725.274414
	Iteration 20F: 3 clusters Score -1.087426e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -10874490.000000 Penalty: 5725.274414
	Iteration 21Q: 3 clusters Score -1.087449e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -10874678.000000 Penalty: 5725.274414
	Iteration 22Q: 3 clusters Score -1.087468e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -10874846.000000 Penalty: 5725.274414
	Iteration 23Q: 3 clusters Score -1.087485e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -10874932.000000 Penalty: 5725.274414
	Iteration 24Q: 3 clusters Score -1.087493e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 99768 members 
Entering Unmasked Estep 
Score: -10875016.000000 Penalty: 5725.274414
	Iteration 25Q: 3 clusters Score -1.087502e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -10875089.000000 Penalty: 5725.274414
	Iteration 26Q: 3 clusters Score -1.087509e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -10875145.000000 Penalty: 5725.274414
	Iteration 27Q: 3 clusters Score -1.087514e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -10875196.000000 Penalty: 5725.274414
	Iteration 28Q: 3 clusters Score -1.08752e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -10875226.000000 Penalty: 5725.274414
	Iteration 29Q: 3 clusters Score -1.087523e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -10875281.000000 Penalty: 5725.274414
	Iteration 30Q: 3 clusters Score -1.087528e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -10875341.000000 Penalty: 5725.274414
	Iteration 31Q: 3 clusters Score -1.087534e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -10875346.000000 Penalty: 5725.274414
	Iteration 32Q: 3 clusters Score -1.087535e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -10875378.000000 Penalty: 5725.274414
	Iteration 33Q: 3 clusters Score -1.087538e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -10875406.000000 Penalty: 5725.274414
	Iteration 34Q: 3 clusters Score -1.087541e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -10875419.000000 Penalty: 5725.274414
	Iteration 35Q: 3 clusters Score -1.087542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -10875420.000000 Penalty: 5725.274414
	Iteration 36Q: 3 clusters Score -1.087542e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -10875430.000000 Penalty: 5725.274414
	Iteration 37Q: 3 clusters Score -1.087543e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -10875445.000000 Penalty: 5725.274414
	Iteration 38Q: 3 clusters Score -1.087544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -10875424.000000 Penalty: 5725.274414
	Iteration 39Q: 3 clusters Score -1.087542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 100298 members 
Entering Unmasked Estep 
Score: -10875434.000000 Penalty: 5725.274414
	Iteration 40F: 3 clusters Score -1.087543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -10875423.000000 Penalty: 5725.274414
	Iteration 41Q: 3 clusters Score -1.087542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -10875427.000000 Penalty: 5725.274414
	Iteration 42Q: 3 clusters Score -1.087543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -10875439.000000 Penalty: 5725.274414
	Iteration 43Q: 3 clusters Score -1.087544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -10875435.000000 Penalty: 5725.274414
	Iteration 44Q: 3 clusters Score -1.087544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -10875440.000000 Penalty: 5725.274414
	Iteration 45Q: 3 clusters Score -1.087544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -10875441.000000 Penalty: 5725.274414
	Iteration 46Q: 3 clusters Score -1.087544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -10875428.000000 Penalty: 5725.274414
	Iteration 47Q: 3 clusters Score -1.087543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -10875434.000000 Penalty: 5725.274414
	Iteration 48Q: 3 clusters Score -1.087543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -10875436.000000 Penalty: 5725.274414
	Iteration 49Q: 3 clusters Score -1.087544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -10875436.000000 Penalty: 5725.274414
	Iteration 50Q: 3 clusters Score -1.087544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -10875435.000000 Penalty: 5725.274414
	Iteration 51Q: 3 clusters Score -1.087544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -10875441.000000 Penalty: 5725.274414
	Iteration 52Q: 3 clusters Score -1.087544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -10875439.000000 Penalty: 5725.274414
	Iteration 53Q: 3 clusters Score -1.087544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -10875445.000000 Penalty: 5725.274414
	Iteration 54Q: 3 clusters Score -1.087544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -10875453.000000 Penalty: 5725.274414
	Iteration 55Q: 3 clusters Score -1.087545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -10875453.000000 Penalty: 5725.274414
	Iteration 56Q: 3 clusters Score -1.087545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -10875461.000000 Penalty: 5725.274414
	Iteration 57Q: 3 clusters Score -1.087546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -10875457.000000 Penalty: 5725.274414
	Iteration 58Q: 3 clusters Score -1.087546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -10875463.000000 Penalty: 5725.274414
	Iteration 59Q: 3 clusters Score -1.087546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -10875460.000000 Penalty: 5725.274414
	Iteration 60F: 3 clusters Score -1.087546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -10875465.000000 Penalty: 5725.274414
	Iteration 61Q: 3 clusters Score -1.087546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -10875457.000000 Penalty: 5725.274414
	Iteration 62Q: 3 clusters Score -1.087546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -10875458.000000 Penalty: 5725.274414
	Iteration 63Q: 3 clusters Score -1.087546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -10875470.000000 Penalty: 5725.274414
	Iteration 64Q: 3 clusters Score -1.087547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -10875478.000000 Penalty: 5725.274414
	Iteration 65Q: 3 clusters Score -1.087548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -10875473.000000 Penalty: 5725.274414
	Iteration 66Q: 3 clusters Score -1.087547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 100368 members 
Entering Unmasked Estep 
Score: -10875471.000000 Penalty: 5725.274414
	Iteration 67Q: 3 clusters Score -1.087547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -10875472.000000 Penalty: 5725.274414
	Iteration 68Q: 3 clusters Score -1.087547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -10875472.000000 Penalty: 5725.274414
	Iteration 69F: 3 clusters Score -1.087547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1258783.625000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258784 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1262787.500000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262788 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1263575.875000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263576 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1264425.250000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1264425 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1265269.875000 Penalty: 4805.710449
	Iteration 4F: 3 clusters Score -1265270 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1266094.125000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1266094 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1266870.500000 Penalty: 4805.710449
	Iteration 6F: 3 clusters Score -1266870 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1267536.125000 Penalty: 4805.710449
	Iteration 7F: 3 clusters Score -1267536 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1268006.750000 Penalty: 4805.710449
	Iteration 8Q: 3 clusters Score -1268007 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1268346.875000 Penalty: 4805.710449
	Iteration 9Q: 3 clusters Score -1268347 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1268545.125000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1268545 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1268663.500000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1268664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1268728.250000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1268728 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1268763.750000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1268764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1268783.000000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1268783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1268803.375000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1268803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1268818.125000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1268818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1268832.750000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1268833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1268842.250000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1268842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1268849.125000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1268849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1268853.625000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1268854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1268861.875000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1268862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1268867.375000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1268867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1268872.625000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1268873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1268874.375000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1268874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1268880.375000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1268880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1268886.500000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1268886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1268887.625000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1268888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1268888.125000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1268888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1268887.000000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1268887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1268890.875000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1268891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1268891.750000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1268892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1268891.500000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1268892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1268894.250000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1268894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1268891.375000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1268891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1268894.375000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1268894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1268896.375000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1268896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1268900.500000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1268900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1268899.000000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1268899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1268901.875000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1268902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1268903.000000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1268903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1268904.125000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1268904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1268909.375000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1268909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1268911.875000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1268912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1268912.750000 Penalty: 4805.710449
	Iteration 44Q: 3 clusters Score -1268913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1268914.500000 Penalty: 4805.710449
	Iteration 45Q: 3 clusters Score -1268914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1268914.375000 Penalty: 4805.710449
	Iteration 46Q: 3 clusters Score -1268914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1268918.750000 Penalty: 4805.710449
	Iteration 47Q: 3 clusters Score -1268919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1268920.125000 Penalty: 4805.710449
	Iteration 48Q: 3 clusters Score -1268920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1268918.875000 Penalty: 4805.710449
	Iteration 49Q: 3 clusters Score -1268919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1268920.625000 Penalty: 4805.710449
	Iteration 50Q: 3 clusters Score -1268921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1268923.500000 Penalty: 4805.710449
	Iteration 51Q: 3 clusters Score -1268924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1268923.375000 Penalty: 4805.710449
	Iteration 52Q: 3 clusters Score -1268923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1268924.500000 Penalty: 4805.710449
	Iteration 53Q: 3 clusters Score -1268924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1268933.875000 Penalty: 4805.710449
	Iteration 54Q: 3 clusters Score -1268934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1268937.625000 Penalty: 4805.710449
	Iteration 55Q: 3 clusters Score -1268938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1268938.500000 Penalty: 4805.710449
	Iteration 56Q: 3 clusters Score -1268938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1268945.625000 Penalty: 4805.710449
	Iteration 57Q: 3 clusters Score -1268946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1268946.875000 Penalty: 4805.710449
	Iteration 58Q: 3 clusters Score -1268947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1268946.500000 Penalty: 4805.710449
	Iteration 59Q: 3 clusters Score -1268946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1268945.750000 Penalty: 4805.710449
	Iteration 60F: 3 clusters Score -1268946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1268949.875000 Penalty: 4805.710449
	Iteration 61Q: 3 clusters Score -1268950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1268951.125000 Penalty: 4805.710449
	Iteration 62Q: 3 clusters Score -1268951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1268957.125000 Penalty: 4805.710449
	Iteration 63Q: 3 clusters Score -1268957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1268957.750000 Penalty: 4805.710449
	Iteration 64Q: 3 clusters Score -1268958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1268961.000000 Penalty: 4805.710449
	Iteration 65Q: 3 clusters Score -1268961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1268966.750000 Penalty: 4805.710449
	Iteration 66Q: 3 clusters Score -1268967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1268968.875000 Penalty: 4805.710449
	Iteration 67Q: 3 clusters Score -1268969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1268972.125000 Penalty: 4805.710449
	Iteration 68Q: 3 clusters Score -1268972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1268975.000000 Penalty: 4805.710449
	Iteration 69Q: 3 clusters Score -1268975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1268977.375000 Penalty: 4805.710449
	Iteration 70Q: 3 clusters Score -1268977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1268977.250000 Penalty: 4805.710449
	Iteration 71Q: 3 clusters Score -1268977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1268981.625000 Penalty: 4805.710449
	Iteration 72Q: 3 clusters Score -1268982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1268986.375000 Penalty: 4805.710449
	Iteration 73Q: 3 clusters Score -1268986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1268987.875000 Penalty: 4805.710449
	Iteration 74Q: 3 clusters Score -1268988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1268989.500000 Penalty: 4805.710449
	Iteration 75Q: 3 clusters Score -1268990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1268991.000000 Penalty: 4805.710449
	Iteration 76Q: 3 clusters Score -1268991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1268995.000000 Penalty: 4805.710449
	Iteration 77Q: 3 clusters Score -1268995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1269000.250000 Penalty: 4805.710449
	Iteration 78Q: 3 clusters Score -1269000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1269006.000000 Penalty: 4805.710449
	Iteration 79Q: 3 clusters Score -1269006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1269007.875000 Penalty: 4805.710449
	Iteration 80F: 3 clusters Score -1269008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1269017.500000 Penalty: 4805.710449
	Iteration 81Q: 3 clusters Score -1269018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1269019.375000 Penalty: 4805.710449
	Iteration 82Q: 3 clusters Score -1269019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1269022.000000 Penalty: 4805.710449
	Iteration 83Q: 3 clusters Score -1269022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1269024.250000 Penalty: 4805.710449
	Iteration 84Q: 3 clusters Score -1269024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1269023.500000 Penalty: 4805.710449
	Iteration 85Q: 3 clusters Score -1269024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1269029.500000 Penalty: 4805.710449
	Iteration 86Q: 3 clusters Score -1269030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1269037.125000 Penalty: 4805.710449
	Iteration 87Q: 3 clusters Score -1269037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1269039.750000 Penalty: 4805.710449
	Iteration 88Q: 3 clusters Score -1269040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1269039.500000 Penalty: 4805.710449
	Iteration 89Q: 3 clusters Score -1269040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1269048.750000 Penalty: 4805.710449
	Iteration 90Q: 3 clusters Score -1269049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1269052.000000 Penalty: 4805.710449
	Iteration 91Q: 3 clusters Score -1269052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1269060.750000 Penalty: 4805.710449
	Iteration 92Q: 3 clusters Score -1269061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1269066.250000 Penalty: 4805.710449
	Iteration 93Q: 3 clusters Score -1269066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1269070.375000 Penalty: 4805.710449
	Iteration 94Q: 3 clusters Score -1269070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1269073.000000 Penalty: 4805.710449
	Iteration 95Q: 3 clusters Score -1269073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1269080.750000 Penalty: 4805.710449
	Iteration 96Q: 3 clusters Score -1269081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1269078.750000 Penalty: 4805.710449
	Iteration 97Q: 3 clusters Score -1269079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1269084.250000 Penalty: 4805.710449
	Iteration 98Q: 3 clusters Score -1269084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1269084.000000 Penalty: 4805.710449
	Iteration 99Q: 3 clusters Score -1269084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1269086.625000 Penalty: 4805.710449
	Iteration 100F: 3 clusters Score -1269087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1269090.875000 Penalty: 4805.710449
	Iteration 101Q: 3 clusters Score -1269091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1269091.875000 Penalty: 4805.710449
	Iteration 102Q: 3 clusters Score -1269092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1269092.125000 Penalty: 4805.710449
	Iteration 103Q: 3 clusters Score -1269092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1269092.625000 Penalty: 4805.710449
	Iteration 104Q: 3 clusters Score -1269093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1269092.625000 Penalty: 4805.710449
	Iteration 105F: 3 clusters Score -1269093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -8103124.500000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103124 nChanged 48039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -8130828.500000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8130828 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -8131946.500000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8131946 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -8133344.500000 Penalty: 5718.870117
	Iteration 3Q: 3 clusters Score -8133344 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -8134995.500000 Penalty: 5718.870117
	Iteration 4Q: 3 clusters Score -8134996 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8137055.000000 Penalty: 5718.870117
	Iteration 5Q: 3 clusters Score -8137055 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8139423.500000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8139424 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -8142279.500000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8142280 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -8145262.000000 Penalty: 5718.870117
	Iteration 8F: 3 clusters Score -8145262 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8148033.500000 Penalty: 5718.870117
	Iteration 9F: 3 clusters Score -8148034 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -8150651.000000 Penalty: 5718.870117
	Iteration 10F: 3 clusters Score -8150651 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -8152762.000000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8152762 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -8154520.500000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8154520 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8156155.500000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8156156 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -8157765.500000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8157766 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -8159540.000000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8159540 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -8161317.000000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8161317 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -8163181.000000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8163181 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -8164864.000000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8164864 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8166284.500000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8166284 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8167351.000000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8167351 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8167965.500000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8167966 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8168297.500000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8168439.500000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8168533.000000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8168594.500000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8168630.500000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8168662.500000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8168672.500000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8168680.500000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8168690.500000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8168702.500000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8168713.500000 Penalty: 5718.870117
	Iteration 32Q: 3 clusters Score -8168714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8168716.000000 Penalty: 5718.870117
	Iteration 33Q: 3 clusters Score -8168716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8168716.500000 Penalty: 5718.870117
	Iteration 34Q: 3 clusters Score -8168716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8168715.500000 Penalty: 5718.870117
	Iteration 35Q: 3 clusters Score -8168716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8168711.500000 Penalty: 5718.870117
	Iteration 36Q: 3 clusters Score -8168712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8168714.500000 Penalty: 5718.870117
	Iteration 37Q: 3 clusters Score -8168714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8168714.500000 Penalty: 5718.870117
	Iteration 38F: 3 clusters Score -8168714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -69747.570312 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -69747.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67933.835938 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -67933.84 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68277.437500 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -68277.44 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68441.328125 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -68441.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68584.367188 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -68584.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68711.164062 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -68711.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -68818.117188 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -68818.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -68910.617188 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -68910.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69005.773438 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -69005.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -69084.554688 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -69084.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69131.078125 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -69131.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69166.359375 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -69166.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69185.914062 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -69185.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69201.796875 Penalty: 3366.771240
	Iteration 12Q: 3 clusters Score -69201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69206.734375 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -69206.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69214.195312 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -69214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69223.945312 Penalty: 3366.771240
	Iteration 15Q: 3 clusters Score -69223.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69236.000000 Penalty: 3366.771240
	Iteration 16Q: 3 clusters Score -69236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69247.710938 Penalty: 3366.771240
	Iteration 17Q: 3 clusters Score -69247.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69255.367188 Penalty: 3366.771240
	Iteration 18Q: 3 clusters Score -69255.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69258.734375 Penalty: 3366.771240
	Iteration 19Q: 3 clusters Score -69258.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69259.234375 Penalty: 3366.771240
	Iteration 20F: 3 clusters Score -69259.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -516708.875000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516708.9 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -518191.843750 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518191.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -518579.531250 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518579.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -518872.093750 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518872.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -519091.218750 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -519091.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -519283.781250 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -519283.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -519458.281250 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -519458.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -519606.468750 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -519606.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -519729.906250 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519729.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -519842.531250 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -519842.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -519945.625000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -519945.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -520029.750000 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -520029.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -520114.843750 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -520114.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -520196.625000 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -520196.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -520276.718750 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -520276.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -520344.125000 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -520344.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -520416.468750 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -520416.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -520482.937500 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -520482.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -520529.000000 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -520529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -520565.593750 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -520565.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -520595.343750 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -520595.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -520613.656250 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -520613.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -520627.781250 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -520627.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -520641.187500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -520641.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -520651.000000 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -520661.406250 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -520661.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -520667.906250 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -520667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -520672.375000 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -520672.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -520678.187500 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -520678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -520683.937500 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -520683.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -520688.531250 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -520688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -520690.843750 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -520690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -520693.375000 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -520693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -520694.500000 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -520694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -520695.031250 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -520695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -520697.781250 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -520697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -520699.406250 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -520699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -520703.031250 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -520703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -520703.500000 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -520703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -520705.312500 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -520705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -520706.406250 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -520706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -520707.000000 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -520707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -520707.000000 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -520707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -520707.718750 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -520707.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -520709.093750 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -520709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -520712.156250 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -520712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -520712.875000 Penalty: 4367.763672
	Iteration 46Q: 3 clusters Score -520712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -520712.093750 Penalty: 4367.763672
	Iteration 47Q: 3 clusters Score -520712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -520713.781250 Penalty: 4367.763672
	Iteration 48Q: 3 clusters Score -520713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -520714.312500 Penalty: 4367.763672
	Iteration 49Q: 3 clusters Score -520714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -520714.312500 Penalty: 4367.763672
	Iteration 50F: 3 clusters Score -520714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146873.781250 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146873.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -147371.046875 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147371 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -147509.609375 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147509.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147574.140625 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147574.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -147624.140625 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147624.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -147657.343750 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147657.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -147685.046875 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -147705.906250 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147705.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147720.375000 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -147724.656250 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147724.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -147732.390625 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147738.734375 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -147744.171875 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -147747.265625 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147747.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -147749.281250 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -147749.671875 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -147749.671875 Penalty: 3758.760254
	Iteration 16F: 3 clusters Score -147749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -366583.281250 Penalty: 2054.994873
	Iteration 0F: 2 clusters Score -366583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -362716.218750 Penalty: 4109.989746
	Iteration 0F: 3 clusters Score -362716.2 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -363645.906250 Penalty: 4109.989746
	Iteration 1F: 3 clusters Score -363645.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -363854.781250 Penalty: 4109.989746
	Iteration 2F: 3 clusters Score -363854.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -363988.656250 Penalty: 4109.989746
	Iteration 3F: 3 clusters Score -363988.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -364074.781250 Penalty: 4109.989746
	Iteration 4Q: 3 clusters Score -364074.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -364124.468750 Penalty: 4109.989746
	Iteration 5Q: 3 clusters Score -364124.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -364159.125000 Penalty: 4109.989746
	Iteration 6Q: 3 clusters Score -364159.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -364196.750000 Penalty: 4109.989746
	Iteration 7Q: 3 clusters Score -364196.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -364227.531250 Penalty: 4109.989746
	Iteration 8Q: 3 clusters Score -364227.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -364251.937500 Penalty: 4109.989746
	Iteration 9Q: 3 clusters Score -364251.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -364275.781250 Penalty: 4109.989746
	Iteration 10Q: 3 clusters Score -364275.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -364298.906250 Penalty: 4109.989746
	Iteration 11Q: 3 clusters Score -364298.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -364319.906250 Penalty: 4109.989746
	Iteration 12Q: 3 clusters Score -364319.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -364335.875000 Penalty: 4109.989746
	Iteration 13Q: 3 clusters Score -364335.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -364354.437500 Penalty: 4109.989746
	Iteration 14Q: 3 clusters Score -364354.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -364371.625000 Penalty: 4109.989746
	Iteration 15Q: 3 clusters Score -364371.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -364390.531250 Penalty: 4109.989746
	Iteration 16Q: 3 clusters Score -364390.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -364398.625000 Penalty: 4109.989746
	Iteration 17Q: 3 clusters Score -364398.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -364405.937500 Penalty: 4109.989746
	Iteration 18Q: 3 clusters Score -364405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -364411.406250 Penalty: 4109.989746
	Iteration 19Q: 3 clusters Score -364411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -364415.968750 Penalty: 4109.989746
	Iteration 20F: 3 clusters Score -364416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -364419.312500 Penalty: 4109.989746
	Iteration 21Q: 3 clusters Score -364419.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -364422.750000 Penalty: 4109.989746
	Iteration 22Q: 3 clusters Score -364422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -364427.000000 Penalty: 4109.989746
	Iteration 23Q: 3 clusters Score -364427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -364431.000000 Penalty: 4109.989746
	Iteration 24Q: 3 clusters Score -364431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -364435.031250 Penalty: 4109.989746
	Iteration 25Q: 3 clusters Score -364435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -364437.281250 Penalty: 4109.989746
	Iteration 26Q: 3 clusters Score -364437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -364440.312500 Penalty: 4109.989746
	Iteration 27Q: 3 clusters Score -364440.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -364442.781250 Penalty: 4109.989746
	Iteration 28Q: 3 clusters Score -364442.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -364444.343750 Penalty: 4109.989746
	Iteration 29Q: 3 clusters Score -364444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -364444.906250 Penalty: 4109.989746
	Iteration 30Q: 3 clusters Score -364444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -364444.906250 Penalty: 4109.989746
	Iteration 31F: 3 clusters Score -364444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -507367.843750 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507367.8 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -509217.937500 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -509217.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -509612.187500 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509612.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -509892.843750 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509892.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -510116.343750 Penalty: 4409.643555
	Iteration 4Q: 3 clusters Score -510116.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -510290.156250 Penalty: 4409.643555
	Iteration 5Q: 3 clusters Score -510290.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -510430.281250 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510430.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -510543.062500 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510543.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -510640.093750 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -510640.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -510697.875000 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -510697.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -510739.843750 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -510739.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -510794.375000 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -510794.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -510851.812500 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -510851.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -510903.468750 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -510903.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -510949.093750 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -510949.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -510997.062500 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -510997.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -511035.281250 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -511035.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -511071.750000 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -511071.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -511105.593750 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -511105.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -511134.375000 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -511134.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -511158.812500 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511158.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -511178.843750 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511178.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -511196.375000 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511196.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -511220.343750 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511220.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -511238.437500 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511238.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -511257.125000 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511257.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -511277.125000 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511277.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -511290.875000 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511290.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -511311.250000 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511311.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -511335.875000 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511335.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -511363.375000 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -511363.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -511392.031250 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -511392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -511427.437500 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -511427.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -511455.156250 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -511455.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -511487.375000 Penalty: 4409.643555
	Iteration 34Q: 3 clusters Score -511487.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -511518.156250 Penalty: 4409.643555
	Iteration 35Q: 3 clusters Score -511518.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -511548.937500 Penalty: 4409.643555
	Iteration 36Q: 3 clusters Score -511548.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -511579.812500 Penalty: 4409.643555
	Iteration 37Q: 3 clusters Score -511579.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -511601.656250 Penalty: 4409.643555
	Iteration 38Q: 3 clusters Score -511601.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -511619.593750 Penalty: 4409.643555
	Iteration 39Q: 3 clusters Score -511619.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -511637.500000 Penalty: 4409.643555
	Iteration 40F: 3 clusters Score -511637.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -511651.343750 Penalty: 4409.643555
	Iteration 41Q: 3 clusters Score -511651.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -511665.531250 Penalty: 4409.643555
	Iteration 42Q: 3 clusters Score -511665.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -511679.187500 Penalty: 4409.643555
	Iteration 43Q: 3 clusters Score -511679.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -511689.062500 Penalty: 4409.643555
	Iteration 44Q: 3 clusters Score -511689.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -511702.375000 Penalty: 4409.643555
	Iteration 45Q: 3 clusters Score -511702.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -511717.906250 Penalty: 4409.643555
	Iteration 46Q: 3 clusters Score -511717.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -511731.406250 Penalty: 4409.643555
	Iteration 47Q: 3 clusters Score -511731.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -511742.625000 Penalty: 4409.643555
	Iteration 48Q: 3 clusters Score -511742.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -511750.843750 Penalty: 4409.643555
	Iteration 49Q: 3 clusters Score -511750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -511756.437500 Penalty: 4409.643555
	Iteration 50Q: 3 clusters Score -511756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -511761.343750 Penalty: 4409.643555
	Iteration 51Q: 3 clusters Score -511761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -511763.375000 Penalty: 4409.643555
	Iteration 52Q: 3 clusters Score -511763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -511764.593750 Penalty: 4409.643555
	Iteration 53Q: 3 clusters Score -511764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -511766.656250 Penalty: 4409.643555
	Iteration 54Q: 3 clusters Score -511766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -511771.375000 Penalty: 4409.643555
	Iteration 55Q: 3 clusters Score -511771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -511771.406250 Penalty: 4409.643555
	Iteration 56Q: 3 clusters Score -511771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -511774.500000 Penalty: 4409.643555
	Iteration 57Q: 3 clusters Score -511774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -511779.468750 Penalty: 4409.643555
	Iteration 58Q: 3 clusters Score -511779.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -511782.093750 Penalty: 4409.643555
	Iteration 59Q: 3 clusters Score -511782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -511788.093750 Penalty: 4409.643555
	Iteration 60F: 3 clusters Score -511788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -511795.531250 Penalty: 4409.643555
	Iteration 61Q: 3 clusters Score -511795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -511804.750000 Penalty: 4409.643555
	Iteration 62Q: 3 clusters Score -511804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -511814.343750 Penalty: 4409.643555
	Iteration 63Q: 3 clusters Score -511814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -511822.687500 Penalty: 4409.643555
	Iteration 64Q: 3 clusters Score -511822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -511829.000000 Penalty: 4409.643555
	Iteration 65Q: 3 clusters Score -511829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -511832.375000 Penalty: 4409.643555
	Iteration 66Q: 3 clusters Score -511832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -511835.437500 Penalty: 4409.643555
	Iteration 67Q: 3 clusters Score -511835.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -511839.062500 Penalty: 4409.643555
	Iteration 68Q: 3 clusters Score -511839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -511842.937500 Penalty: 4409.643555
	Iteration 69Q: 3 clusters Score -511842.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -511850.531250 Penalty: 4409.643555
	Iteration 70Q: 3 clusters Score -511850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -511856.593750 Penalty: 4409.643555
	Iteration 71Q: 3 clusters Score -511856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -511860.500000 Penalty: 4409.643555
	Iteration 72Q: 3 clusters Score -511860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -511865.562500 Penalty: 4409.643555
	Iteration 73Q: 3 clusters Score -511865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -511869.156250 Penalty: 4409.643555
	Iteration 74Q: 3 clusters Score -511869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -511870.968750 Penalty: 4409.643555
	Iteration 75Q: 3 clusters Score -511871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -511872.687500 Penalty: 4409.643555
	Iteration 76Q: 3 clusters Score -511872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -511873.468750 Penalty: 4409.643555
	Iteration 77Q: 3 clusters Score -511873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -511875.281250 Penalty: 4409.643555
	Iteration 78Q: 3 clusters Score -511875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -511876.187500 Penalty: 4409.643555
	Iteration 79Q: 3 clusters Score -511876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -511879.562500 Penalty: 4409.643555
	Iteration 80F: 3 clusters Score -511879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -511880.906250 Penalty: 4409.643555
	Iteration 81Q: 3 clusters Score -511880.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -511880.906250 Penalty: 4409.643555
	Iteration 82F: 3 clusters Score -511880.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 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 623 members 
Entering Unmasked Estep 
Score: -106254.546875 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106254.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -106587.539062 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106587.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -106726.812500 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -106726.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106864.781250 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -106864.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -106981.640625 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -106981.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -107079.445312 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -107079.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107207.539062 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107207.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -107309.773438 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107309.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107424.015625 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -107507.523438 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107507.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -107568.453125 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107606.335938 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -107620.968750 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -107632.718750 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107636.656250 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -107636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -107641.859375 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -107641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107646.257812 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -107646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107647.632812 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -107647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107647.632812 Penalty: 3516.264404
	Iteration 18F: 3 clusters Score -107647.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -339937.125000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339937.1 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -340956.031250 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -340956 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -341271.968750 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -341272 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -341524.968750 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -341525 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -341740.125000 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -341740.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -341933.875000 Penalty: 4160.219727
	Iteration 5F: 3 clusters Score -341933.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -342094.718750 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -342094.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -342224.437500 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -342224.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -342323.781250 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -342323.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -342415.093750 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -342415.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -342489.843750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -342489.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -342537.968750 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -342538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -342572.718750 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -342572.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -342608.750000 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -342608.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -342637.593750 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -342637.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -342663.093750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -342663.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -342687.187500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -342687.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -342710.500000 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -342710.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -342723.656250 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -342723.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -342737.125000 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -342737.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -342746.687500 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -342746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -342752.875000 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -342752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -342757.687500 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -342757.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -342764.406250 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -342764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -342769.125000 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -342769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -342773.250000 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -342773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -342779.000000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -342779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -342781.000000 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -342781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -342782.968750 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -342783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -342785.343750 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -342785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -342786.562500 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -342786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -342787.875000 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -342787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -342790.187500 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -342790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -342792.031250 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -342792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -342795.843750 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -342795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -342800.468750 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -342800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -342804.500000 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -342804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -342809.812500 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -342809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -342811.062500 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -342811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -342812.468750 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -342812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -342812.531250 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -342812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -342812.687500 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -342812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -342813.625000 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -342813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -342817.468750 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -342817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -342818.406250 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -342818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -342818.406250 Penalty: 4160.219727
	Iteration 45F: 3 clusters Score -342818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -398576.218750 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398576.2 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -399660.500000 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399660.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -399866.937500 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -399866.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -399999.406250 Penalty: 4244.648438
	Iteration 3Q: 3 clusters Score -399999.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -400106.781250 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400106.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -400185.718750 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400185.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -400260.812500 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400260.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -400337.125000 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400337.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -400418.312500 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -400418.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -400496.968750 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -400497 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -400590.062500 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -400590.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -400692.937500 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -400692.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -400810.218750 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -400810.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -400923.750000 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -400923.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -401035.562500 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -401035.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -401141.062500 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -401141.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -401236.343750 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -401236.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -401289.437500 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -401289.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -401318.625000 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -401318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -401343.562500 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -401343.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -401370.218750 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -401370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -401389.750000 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -401389.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -401406.968750 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -401407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -401417.937500 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -401417.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -401427.812500 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -401427.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -401439.687500 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -401439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -401446.031250 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -401446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -401452.750000 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -401452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -401456.125000 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -401456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -401458.437500 Penalty: 4244.648438
	Iteration 29Q: 3 clusters Score -401458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -401461.937500 Penalty: 4244.648438
	Iteration 30Q: 3 clusters Score -401461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -401464.312500 Penalty: 4244.648438
	Iteration 31Q: 3 clusters Score -401464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -401465.000000 Penalty: 4244.648438
	Iteration 32Q: 3 clusters Score -401465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -401466.031250 Penalty: 4244.648438
	Iteration 33Q: 3 clusters Score -401466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -401466.031250 Penalty: 4244.648438
	Iteration 34F: 3 clusters Score -401466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -122899.296875 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -122899.3 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 703 members 
Entering Unmasked Estep 
Score: -120639.921875 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -120639.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -121110.210938 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -121110.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121322.335938 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -121322.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121462.773438 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -121462.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -121538.601562 Penalty: 3598.773438
	Iteration 4Q: 3 clusters Score -121538.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121607.648438 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -121607.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121672.929688 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -121672.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121725.976562 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -121726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121756.890625 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -121756.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -121780.148438 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -121780.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121810.882812 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -121810.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121828.929688 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -121828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121836.554688 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -121836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121844.351562 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -121844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121849.156250 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -121849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121851.492188 Penalty: 3598.773438
	Iteration 15Q: 3 clusters Score -121851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121854.585938 Penalty: 3598.773438
	Iteration 16Q: 3 clusters Score -121854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121855.070312 Penalty: 3598.773438
	Iteration 17Q: 3 clusters Score -121855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121855.609375 Penalty: 3598.773438
	Iteration 18Q: 3 clusters Score -121855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121856.156250 Penalty: 3598.773438
	Iteration 19Q: 3 clusters Score -121856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121857.984375 Penalty: 3598.773438
	Iteration 20F: 3 clusters Score -121858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61682.261719 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61682.26 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61989.804688 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -61989.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62188.679688 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62188.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62333.355469 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -62333.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62471.542969 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -62471.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62583.761719 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62583.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62667.316406 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62667.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62712.503906 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62712.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62734.964844 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62734.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62738.015625 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62738.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62740.175781 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62740.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62740.175781 Penalty: 3318.041016
	Iteration 11F: 3 clusters Score -62740.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75089.132812 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75089.13 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75354.664062 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75354.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75421.132812 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -75421.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75458.601562 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -75485.828125 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75485.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -75503.671875 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75503.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75523.390625 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75523.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75531.406250 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -75531.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -75535.710938 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -75535.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75546.390625 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -75546.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75552.390625 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -75552.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75553.015625 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -75553.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75553.773438 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -75553.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75555.281250 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -75555.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75557.585938 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -75557.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75557.585938 Penalty: 3423.261719
	Iteration 15F: 3 clusters Score -75557.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -246265.515625 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -246265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243145.875000 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -243145.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -243745.156250 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -243745.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -243982.375000 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -243982.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -244165.078125 Penalty: 3933.382324
	Iteration 3F: 3 clusters Score -244165.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -244340.812500 Penalty: 3933.382324
	Iteration 4F: 3 clusters Score -244340.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -244498.328125 Penalty: 3933.382324
	Iteration 5F: 3 clusters Score -244498.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -244655.218750 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -244655.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -244818.734375 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -244818.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -244958.203125 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -244958.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -245045.453125 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -245045.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -245111.140625 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -245111.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -245163.531250 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -245163.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -245202.890625 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -245202.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -245228.531250 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -245228.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -245242.109375 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -245242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -245248.140625 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -245248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -245250.781250 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -245250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -245252.500000 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -245252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -245253.750000 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -245253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -245253.750000 Penalty: 3933.382324
	Iteration 19F: 3 clusters Score -245253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100035.179688 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -100035.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100424.710938 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100424.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100645.914062 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100645.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100763.070312 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -100763.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100848.234375 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -100848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100889.132812 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -100889.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100926.820312 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -100926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100955.234375 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -100955.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100988.851562 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -100988.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101015.148438 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101015.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101042.984375 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101071.078125 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101071.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101094.109375 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -101094.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101115.367188 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -101115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101138.703125 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -101138.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101175.820312 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -101175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101209.367188 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -101209.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101272.835938 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -101272.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101350.179688 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -101350.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101417.343750 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -101417.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -101487.390625 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -101487.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -101538.382812 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -101538.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -101567.437500 Penalty: 3492.974121
	Iteration 22Q: 3 clusters Score -101567.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101580.023438 Penalty: 3492.974121
	Iteration 23Q: 3 clusters Score -101580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -101593.171875 Penalty: 3492.974121
	Iteration 24Q: 3 clusters Score -101593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101601.726562 Penalty: 3492.974121
	Iteration 25Q: 3 clusters Score -101601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101609.085938 Penalty: 3492.974121
	Iteration 26Q: 3 clusters Score -101609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101624.546875 Penalty: 3492.974121
	Iteration 27Q: 3 clusters Score -101624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -101640.898438 Penalty: 3492.974121
	Iteration 28Q: 3 clusters Score -101640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -101648.796875 Penalty: 3492.974121
	Iteration 29Q: 3 clusters Score -101648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -101664.179688 Penalty: 3492.974121
	Iteration 30Q: 3 clusters Score -101664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -101672.781250 Penalty: 3492.974121
	Iteration 31Q: 3 clusters Score -101672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101678.906250 Penalty: 3492.974121
	Iteration 32Q: 3 clusters Score -101678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101690.359375 Penalty: 3492.974121
	Iteration 33Q: 3 clusters Score -101690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101695.085938 Penalty: 3492.974121
	Iteration 34Q: 3 clusters Score -101695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101696.085938 Penalty: 3492.974121
	Iteration 35Q: 3 clusters Score -101696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -101700.070312 Penalty: 3492.974121
	Iteration 36Q: 3 clusters Score -101700.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101700.523438 Penalty: 3492.974121
	Iteration 37Q: 3 clusters Score -101700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101712.960938 Penalty: 3492.974121
	Iteration 38F: 3 clusters Score -101713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101735.507812 Penalty: 3492.974121
	Iteration 39Q: 3 clusters Score -101735.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -101749.851562 Penalty: 3492.974121
	Iteration 40F: 3 clusters Score -101749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101764.851562 Penalty: 3492.974121
	Iteration 41Q: 3 clusters Score -101764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -101780.937500 Penalty: 3492.974121
	Iteration 42Q: 3 clusters Score -101780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101788.562500 Penalty: 3492.974121
	Iteration 43Q: 3 clusters Score -101788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101789.218750 Penalty: 3492.974121
	Iteration 44Q: 3 clusters Score -101789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101789.687500 Penalty: 3492.974121
	Iteration 45Q: 3 clusters Score -101789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101790.210938 Penalty: 3492.974121
	Iteration 46Q: 3 clusters Score -101790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -101790.640625 Penalty: 3492.974121
	Iteration 47Q: 3 clusters Score -101790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -101790.640625 Penalty: 3492.974121
	Iteration 48F: 3 clusters Score -101790.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -211526.375000 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211526.4 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -212207.875000 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212207.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -212391.015625 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212391 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -212505.281250 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -212505.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -212605.968750 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -212675.109375 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212675.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -212729.703125 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212729.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -212760.796875 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212760.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -212783.078125 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212783.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -212803.046875 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -212826.015625 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -212848.906250 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212848.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -212867.500000 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212867.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -212878.046875 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -212883.875000 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212883.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -212889.296875 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -212892.343750 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212892.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -212894.031250 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -212897.515625 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -212898.843750 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -212900.390625 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -212901.406250 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -212901.656250 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -212902.812500 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -212903.359375 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -212903.812500 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -212903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -212905.171875 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -212905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -212905.171875 Penalty: 3956.901855
	Iteration 27F: 3 clusters Score -212905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162121 members 
Mstep: Class 8 contains 18870 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21739 members 
Mstep: Class 14 contains 43775 members 
Mstep: Class 15 contains 144460 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 104909 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4126 members 
Mstep: Class 27 contains 19340 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128737 members 
Mstep: Class 33 contains 123723 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 76567 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127263 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5596 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5621 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103042 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3969 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150795888.000000 Penalty: 274824.687500
Iteration 239Q: 78 clusters Score -1.507959e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162124 members 
Mstep: Class 8 contains 18847 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21671 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 143554 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 105366 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4131 members 
Mstep: Class 27 contains 19341 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 128234 members 
Mstep: Class 33 contains 123723 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77566 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127256 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5656 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103053 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3968 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1418 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2780 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150797184.000000 Penalty: 274824.687500
Iteration 240F: 78 clusters Score -1.507972e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162124 members 
Mstep: Class 8 contains 18785 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21596 members 
Mstep: Class 14 contains 43782 members 
Mstep: Class 15 contains 143013 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 105617 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 19342 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 127781 members 
Mstep: Class 33 contains 123724 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77776 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127250 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5647 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103058 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3967 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 7351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798208.000000 Penalty: 274824.687500
Iteration 241Q: 78 clusters Score -1.507982e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162124 members 
Mstep: Class 8 contains 18714 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21520 members 
Mstep: Class 14 contains 43782 members 
Mstep: Class 15 contains 142645 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 105861 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4134 members 
Mstep: Class 27 contains 19346 members 
Mstep: Class 28 contains 3725 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 127354 members 
Mstep: Class 33 contains 123724 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77887 members 
Mstep: Class 37 contains 38155 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127247 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5663 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 103062 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 887 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3968 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 7913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 242Q: 78 clusters Score -1.50799e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162124 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21475 members 
Mstep: Class 14 contains 43784 members 
Mstep: Class 15 contains 142516 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106052 members 
Mstep: Class 20 contains 11640 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 19347 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 126906 members 
Mstep: Class 33 contains 123725 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 77977 members 
Mstep: Class 37 contains 38154 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127244 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5688 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102999 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 886 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3967 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799520.000000 Penalty: 274824.687500
Iteration 243Q: 78 clusters Score -1.507995e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162125 members 
Mstep: Class 8 contains 18556 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 43785 members 
Mstep: Class 15 contains 142458 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106286 members 
Mstep: Class 20 contains 11641 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 19348 members 
Mstep: Class 28 contains 3727 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 126477 members 
Mstep: Class 33 contains 123727 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78072 members 
Mstep: Class 37 contains 38153 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127240 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5702 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102889 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3967 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 8747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799856.000000 Penalty: 274824.687500
Iteration 244Q: 78 clusters Score -1.507999e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162127 members 
Mstep: Class 8 contains 18458 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21379 members 
Mstep: Class 14 contains 43786 members 
Mstep: Class 15 contains 142542 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106440 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 19348 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 126107 members 
Mstep: Class 33 contains 123727 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78160 members 
Mstep: Class 37 contains 38151 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127237 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5599 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5718 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102750 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3963 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 9057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799856.000000 Penalty: 274824.687500
Iteration 245Q: 78 clusters Score -1.507999e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162129 members 
Mstep: Class 8 contains 18372 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21339 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 142675 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106556 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4133 members 
Mstep: Class 27 contains 19348 members 
Mstep: Class 28 contains 3729 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 125759 members 
Mstep: Class 33 contains 123727 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78229 members 
Mstep: Class 37 contains 38151 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127233 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5598 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5747 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102624 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3961 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1418 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800224.000000 Penalty: 274824.687500
Iteration 246Q: 78 clusters Score -1.508002e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162131 members 
Mstep: Class 8 contains 18284 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21294 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 142849 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106670 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4128 members 
Mstep: Class 27 contains 19348 members 
Mstep: Class 28 contains 3729 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 125392 members 
Mstep: Class 33 contains 123727 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78321 members 
Mstep: Class 37 contains 38151 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127231 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5598 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5772 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102504 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3961 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 9541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800240.000000 Penalty: 274824.687500
Iteration 247Q: 78 clusters Score -1.508002e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162131 members 
Mstep: Class 8 contains 18189 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143010 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106764 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4130 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3730 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 125046 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78420 members 
Mstep: Class 37 contains 38148 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127231 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5596 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5809 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5402 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102408 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3958 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1412 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 9744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800256.000000 Penalty: 274824.687500
Iteration 248Q: 78 clusters Score -1.508003e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 18106 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143141 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 106874 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51439 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4134 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 124740 members 
Mstep: Class 33 contains 123729 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78497 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5834 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5400 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102327 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3957 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2783 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800432.000000 Penalty: 274824.687500
Iteration 249Q: 78 clusters Score -1.508004e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 18010 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143285 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107001 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4135 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 124435 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78606 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5858 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5402 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102234 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3956 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2783 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800208.000000 Penalty: 274824.687500
Iteration 250Q: 78 clusters Score -1.508002e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17923 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21137 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143409 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1337 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107135 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3731 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 124158 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78680 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5871 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5399 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102151 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3954 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2783 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800064.000000 Penalty: 274824.687500
Iteration 251Q: 78 clusters Score -1.508001e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17829 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21098 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143557 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107282 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 123903 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78730 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5597 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5890 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 102058 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3955 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150800064.000000 Penalty: 274824.687500
Iteration 252Q: 78 clusters Score -1.508001e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17738 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21055 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143659 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107398 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4143 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 123690 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78806 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5597 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5918 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5400 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101975 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3956 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799856.000000 Penalty: 274824.687500
Iteration 253Q: 78 clusters Score -1.507999e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 21007 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143760 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107547 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 123473 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78864 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5601 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5939 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5399 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101917 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3955 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2785 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799952.000000 Penalty: 274824.687500
Iteration 254Q: 78 clusters Score -1.508e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17559 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5646 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20970 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143827 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4146 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 123269 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78935 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5608 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5962 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5400 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101835 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2785 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799888.000000 Penalty: 274824.687500
Iteration 255Q: 78 clusters Score -1.507999e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17484 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20919 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143881 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 107851 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 123065 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79008 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5608 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 5993 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5402 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101741 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3953 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2785 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799808.000000 Penalty: 274824.687500
Iteration 256Q: 78 clusters Score -1.507998e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17407 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20882 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143942 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108021 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3734 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122854 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79071 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5611 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6020 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5400 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101671 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2785 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799680.000000 Penalty: 274824.687500
Iteration 257Q: 78 clusters Score -1.507997e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17329 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20846 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143991 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108176 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3735 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122684 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79123 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6049 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101584 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799664.000000 Penalty: 274824.687500
Iteration 258Q: 78 clusters Score -1.507997e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17257 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20815 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143972 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108313 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4153 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3736 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122610 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79181 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6081 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5397 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101464 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3950 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799648.000000 Penalty: 274824.687500
Iteration 259Q: 78 clusters Score -1.507996e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20792 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143975 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108462 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3737 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9157 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122511 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79214 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5611 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6099 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5397 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101364 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3950 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 10958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799232.000000 Penalty: 274824.687500
Iteration 260F: 78 clusters Score -1.507992e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17168 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20767 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143965 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108615 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3738 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9155 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122435 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79222 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5610 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6115 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5399 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101273 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799392.000000 Penalty: 274824.687500
Iteration 261Q: 78 clusters Score -1.507994e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5656 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20753 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143956 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108726 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4158 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3738 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9153 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122368 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79246 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5609 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6132 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5400 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101185 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799376.000000 Penalty: 274824.687500
Iteration 262Q: 78 clusters Score -1.507994e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 17052 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20720 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143973 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108816 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3736 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122300 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79282 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6152 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5398 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101098 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3951 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2784 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799248.000000 Penalty: 274824.687500
Iteration 263Q: 78 clusters Score -1.507992e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16992 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5659 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143976 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 108912 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3736 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122237 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79281 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5612 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6163 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 101031 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799296.000000 Penalty: 274824.687500
Iteration 264Q: 78 clusters Score -1.507993e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16926 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20687 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144006 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109013 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3738 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122166 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79274 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5610 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6171 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5401 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100965 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 265Q: 78 clusters Score -1.507991e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16865 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20684 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144055 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109111 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3738 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 122068 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79254 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5609 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6182 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1385 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100914 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3950 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799200.000000 Penalty: 274824.687500
Iteration 266Q: 78 clusters Score -1.507992e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16808 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20678 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144091 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109189 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4169 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3738 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121990 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79257 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5603 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6194 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100850 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3950 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 267Q: 78 clusters Score -1.507991e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16746 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20663 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144092 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109305 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4171 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3739 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121951 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79253 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5603 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6202 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100780 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1418 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799040.000000 Penalty: 274824.687500
Iteration 268Q: 78 clusters Score -1.50799e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16706 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20643 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144097 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109404 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4175 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121912 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79245 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5604 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6213 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100708 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1418 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799040.000000 Penalty: 274824.687500
Iteration 269Q: 78 clusters Score -1.50799e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20630 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144082 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109491 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121871 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79262 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5604 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6218 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100656 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3950 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1418 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 270Q: 78 clusters Score -1.507991e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16624 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20627 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144065 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109604 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121832 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79275 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5604 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6223 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100587 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3951 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1419 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799232.000000 Penalty: 274824.687500
Iteration 271Q: 78 clusters Score -1.507992e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16586 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20613 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144027 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109724 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4175 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121793 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79297 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5608 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6235 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100520 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3952 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1419 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799200.000000 Penalty: 274824.687500
Iteration 272Q: 78 clusters Score -1.507992e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16546 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20600 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144010 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109835 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4173 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121756 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79319 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5609 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6243 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100452 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3951 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1419 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799264.000000 Penalty: 274824.687500
Iteration 273Q: 78 clusters Score -1.507993e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16508 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20586 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144024 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109921 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4172 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121699 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79345 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5607 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6253 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100391 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1419 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 274Q: 78 clusters Score -1.50799e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16476 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20578 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144024 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 109991 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4170 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3744 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121654 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79366 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5602 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6264 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1382 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100338 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1419 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 275Q: 78 clusters Score -1.507989e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20570 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144033 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110043 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121644 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79381 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6272 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100259 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 276Q: 78 clusters Score -1.507989e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20564 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144007 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110106 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4177 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121653 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79386 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6276 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100186 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 277Q: 78 clusters Score -1.507991e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16410 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20558 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143985 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110150 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4178 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121671 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79396 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5602 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6281 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100118 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 11996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 278Q: 78 clusters Score -1.507991e+08 nChanged 435
Entering ConstructFrom: 
Score: -150799056.000000 Penalty: 274824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -156736.687500 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156736.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -157275.281250 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157275.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -157501.203125 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157501.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -157630.437500 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -157630.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -157739.703125 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157739.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -157842.437500 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157842.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -157936.546875 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157936.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -158013.781250 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -158013.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -158063.812500 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -158063.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -158111.546875 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -158111.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -158142.656250 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -158142.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -158164.000000 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -158164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -158182.859375 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -158182.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -158199.796875 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -158199.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -158212.109375 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -158212.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -158227.390625 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -158227.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -158240.828125 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -158240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -158252.140625 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -158252.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -158265.015625 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -158265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -158271.656250 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -158271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -158276.609375 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -158276.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -158283.140625 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -158283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -158289.125000 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -158289.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -158295.046875 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -158295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -158300.140625 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -158300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -158304.093750 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -158304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -158305.171875 Penalty: 3812.108887
	Iteration 26Q: 3 clusters Score -158305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -158307.140625 Penalty: 3812.108887
	Iteration 27Q: 3 clusters Score -158307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -158308.765625 Penalty: 3812.108887
	Iteration 28Q: 3 clusters Score -158308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -158310.062500 Penalty: 3812.108887
	Iteration 29Q: 3 clusters Score -158310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -158311.843750 Penalty: 3812.108887
	Iteration 30Q: 3 clusters Score -158311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -158311.843750 Penalty: 3812.108887
	Iteration 31F: 3 clusters Score -158311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -595731.062500 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595731.1 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -597445.687500 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597445.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -597723.250000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597723.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -597909.750000 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -597909.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -598037.250000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -598037.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -598147.500000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -598147.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -598249.812500 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598249.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -598342.312500 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598342.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -598424.125000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598424.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -598497.500000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598497.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -598573.312500 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598573.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -598651.062500 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -598651.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -598734.250000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -598734.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -598823.375000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -598823.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -598906.875000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -598906.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -598980.062500 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -598980.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -599034.000000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -599034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -599082.687500 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -599082.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -599138.000000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -599138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -599193.812500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -599193.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -599246.562500 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -599246.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -599299.812500 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -599299.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -599349.187500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -599349.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -599387.750000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -599387.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -599419.625000 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -599419.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -599444.812500 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -599444.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -599462.625000 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -599462.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -599474.437500 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -599474.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -599481.187500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -599481.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -599485.500000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -599485.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -599490.062500 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -599490.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -599493.937500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -599493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -599496.125000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -599496.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -599501.750000 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -599501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -599502.500000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -599502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -599503.125000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -599503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -599506.625000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -599506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -599509.000000 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -599509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -599511.625000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -599511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -599514.250000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -599514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -599516.125000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -599516.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -599521.000000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -599521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -599523.812500 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -599523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -599525.875000 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -599525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -599527.937500 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -599527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -599529.062500 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -599529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -599529.000000 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -599529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -599529.125000 Penalty: 4438.434082
	Iteration 47Q: 3 clusters Score -599529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -599530.937500 Penalty: 4438.434082
	Iteration 48Q: 3 clusters Score -599530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -599531.062500 Penalty: 4438.434082
	Iteration 49Q: 3 clusters Score -599531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -599531.437500 Penalty: 4438.434082
	Iteration 50Q: 3 clusters Score -599531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -599532.250000 Penalty: 4438.434082
	Iteration 51Q: 3 clusters Score -599532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -599533.937500 Penalty: 4438.434082
	Iteration 52Q: 3 clusters Score -599533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -599533.875000 Penalty: 4438.434082
	Iteration 53Q: 3 clusters Score -599533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -599535.312500 Penalty: 4438.434082
	Iteration 54Q: 3 clusters Score -599535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -599534.750000 Penalty: 4438.434082
	Iteration 55Q: 3 clusters Score -599534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -599536.250000 Penalty: 4438.434082
	Iteration 56Q: 3 clusters Score -599536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -599536.375000 Penalty: 4438.434082
	Iteration 57Q: 3 clusters Score -599536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -599537.812500 Penalty: 4438.434082
	Iteration 58Q: 3 clusters Score -599537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -599538.000000 Penalty: 4438.434082
	Iteration 59Q: 3 clusters Score -599538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -599539.562500 Penalty: 4438.434082
	Iteration 60F: 3 clusters Score -599539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -599540.250000 Penalty: 4438.434082
	Iteration 61Q: 3 clusters Score -599540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -599542.000000 Penalty: 4438.434082
	Iteration 62Q: 3 clusters Score -599542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -599541.375000 Penalty: 4438.434082
	Iteration 63Q: 3 clusters Score -599541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -599543.250000 Penalty: 4438.434082
	Iteration 64Q: 3 clusters Score -599543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -599543.500000 Penalty: 4438.434082
	Iteration 65Q: 3 clusters Score -599543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -599542.187500 Penalty: 4438.434082
	Iteration 66Q: 3 clusters Score -599542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -599541.625000 Penalty: 4438.434082
	Iteration 67Q: 3 clusters Score -599541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -599541.625000 Penalty: 4438.434082
	Iteration 68F: 3 clusters Score -599541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -81299.828125 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81299.83 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -81858.445312 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -81858.45 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -82158.812500 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -82158.81 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -82338.898438 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -82338.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -82470.804688 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -82470.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -82605.117188 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -82605.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82730.000000 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -82730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82811.296875 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -82811.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82860.695312 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -82860.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -82893.421875 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -82893.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -82915.296875 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -82915.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82933.562500 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -82933.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -82937.281250 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -82937.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -82939.460938 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -82939.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -82941.257812 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -82941.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -82944.914062 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -82944.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -82948.914062 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -82948.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -82952.054688 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -82952.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -82952.406250 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -82952.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -82952.406250 Penalty: 3591.006592
	Iteration 19F: 3 clusters Score -82952.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 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 2930 members 
Entering Unmasked Estep 
Score: -446156.750000 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446156.8 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -447454.500000 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447454.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -447713.656250 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447713.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -447897.000000 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -447897 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -448037.500000 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -448037.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -448135.843750 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -448135.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -448223.812500 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -448223.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -448308.718750 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -448308.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -448415.781250 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -448415.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -448527.312500 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -448527.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -448639.656250 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -448639.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -448741.531250 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -448741.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -448856.625000 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -448856.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -448960.312500 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -448960.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -449082.750000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -449082.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -449215.031250 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -449215 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -449362.218750 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -449362.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -449491.281250 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -449491.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -449586.343750 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -449586.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -449665.875000 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -449665.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -449725.843750 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -449725.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -449766.218750 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -449766.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -449799.156250 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -449799.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -449823.656250 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -449823.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -449840.218750 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -449840.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -449852.468750 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -449852.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -449863.093750 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -449863.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -449874.875000 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -449874.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -449884.500000 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -449884.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -449891.625000 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -449891.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -449900.687500 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -449900.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -449907.468750 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -449907.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -449914.375000 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -449914.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -449924.500000 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -449924.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -449931.781250 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -449931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -449938.281250 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -449938.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -449945.468750 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -449945.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -449953.843750 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -449953.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -449966.187500 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -449966.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -449982.718750 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -449982.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -450005.718750 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -450005.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -450023.812500 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -450023.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -450045.906250 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -450045.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -450066.750000 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -450066.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -450088.937500 Penalty: 4310.141602
	Iteration 44Q: 3 clusters Score -450088.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -450106.656250 Penalty: 4310.141602
	Iteration 45Q: 3 clusters Score -450106.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -450124.500000 Penalty: 4310.141602
	Iteration 46Q: 3 clusters Score -450124.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -450146.718750 Penalty: 4310.141602
	Iteration 47Q: 3 clusters Score -450146.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -450168.843750 Penalty: 4310.141602
	Iteration 48Q: 3 clusters Score -450168.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -450191.656250 Penalty: 4310.141602
	Iteration 49Q: 3 clusters Score -450191.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -450222.281250 Penalty: 4310.141602
	Iteration 50Q: 3 clusters Score -450222.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -450252.687500 Penalty: 4310.141602
	Iteration 51Q: 3 clusters Score -450252.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -450298.531250 Penalty: 4310.141602
	Iteration 52Q: 3 clusters Score -450298.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -450357.781250 Penalty: 4310.141602
	Iteration 53Q: 3 clusters Score -450357.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -450429.750000 Penalty: 4310.141602
	Iteration 54Q: 3 clusters Score -450429.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -450516.031250 Penalty: 4310.141602
	Iteration 55Q: 3 clusters Score -450516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -450606.906250 Penalty: 4310.141602
	Iteration 56Q: 3 clusters Score -450606.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -450669.312500 Penalty: 4310.141602
	Iteration 57Q: 3 clusters Score -450669.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -450705.343750 Penalty: 4310.141602
	Iteration 58Q: 3 clusters Score -450705.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -450726.187500 Penalty: 4310.141602
	Iteration 59Q: 3 clusters Score -450726.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -450745.687500 Penalty: 4310.141602
	Iteration 60F: 3 clusters Score -450745.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -450757.593750 Penalty: 4310.141602
	Iteration 61Q: 3 clusters Score -450757.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -450767.343750 Penalty: 4310.141602
	Iteration 62Q: 3 clusters Score -450767.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -450772.875000 Penalty: 4310.141602
	Iteration 63Q: 3 clusters Score -450772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -450779.906250 Penalty: 4310.141602
	Iteration 64Q: 3 clusters Score -450779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -450782.093750 Penalty: 4310.141602
	Iteration 65Q: 3 clusters Score -450782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -450786.281250 Penalty: 4310.141602
	Iteration 66Q: 3 clusters Score -450786.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -450787.781250 Penalty: 4310.141602
	Iteration 67Q: 3 clusters Score -450787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -450788.750000 Penalty: 4310.141602
	Iteration 68Q: 3 clusters Score -450788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -450790.656250 Penalty: 4310.141602
	Iteration 69Q: 3 clusters Score -450790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -450789.843750 Penalty: 4310.141602
	Iteration 70Q: 3 clusters Score -450789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -450789.843750 Penalty: 4310.141602
	Iteration 71F: 3 clusters Score -450789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -100126.187500 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100126.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -100507.937500 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100507.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -100629.375000 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100629.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -100675.757812 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100675.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100703.718750 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100703.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -100722.296875 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100722.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -100737.109375 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100737.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -100749.445312 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -100753.906250 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100754.867188 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -100756.734375 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -100759.710938 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100761.445312 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100761.445312 Penalty: 3588.151855
	Iteration 13F: 3 clusters Score -100761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54522.957031 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54522.96 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54885.828125 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54885.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55000.792969 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -55000.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55061.863281 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -55061.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55088.890625 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55088.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55107.554688 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55107.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -55133.082031 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55133.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55158.203125 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55178.738281 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55178.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55189.980469 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -55189.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55195.875000 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -55195.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55200.296875 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -55200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55203.476562 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -55203.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55204.140625 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -55204.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55208.449219 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -55208.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55209.347656 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -55209.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -55209.347656 Penalty: 3356.602051
	Iteration 16F: 3 clusters Score -55209.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 2975.046143
	Iteration 0F: 2 clusters Score -1.336454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -13255668.000000 Penalty: 5950.092285
	Iteration 0F: 3 clusters Score -1.325567e+07 nChanged 77702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -13300681.000000 Penalty: 5950.092285
	Iteration 1F: 3 clusters Score -1.330068e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -13301559.000000 Penalty: 5950.092285
	Iteration 2Q: 3 clusters Score -1.330156e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -13302728.000000 Penalty: 5950.092285
	Iteration 3Q: 3 clusters Score -1.330273e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -13304296.000000 Penalty: 5950.092285
	Iteration 4Q: 3 clusters Score -1.33043e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -13307072.000000 Penalty: 5950.092285
	Iteration 5Q: 3 clusters Score -1.330707e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -13311427.000000 Penalty: 5950.092285
	Iteration 6F: 3 clusters Score -1.331143e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -13317557.000000 Penalty: 5950.092285
	Iteration 7F: 3 clusters Score -1.331756e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -13324563.000000 Penalty: 5950.092285
	Iteration 8F: 3 clusters Score -1.332456e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -13331794.000000 Penalty: 5950.092285
	Iteration 9F: 3 clusters Score -1.333179e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 131210 members 
Entering Unmasked Estep 
Score: -13338920.000000 Penalty: 5950.092285
	Iteration 10F: 3 clusters Score -1.333892e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -13345353.000000 Penalty: 5950.092285
	Iteration 11F: 3 clusters Score -1.334535e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -13350755.000000 Penalty: 5950.092285
	Iteration 12Q: 3 clusters Score -1.335076e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -13354879.000000 Penalty: 5950.092285
	Iteration 13Q: 3 clusters Score -1.335488e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 156165 members 
Entering Unmasked Estep 
Score: -13357653.000000 Penalty: 5950.092285
	Iteration 14Q: 3 clusters Score -1.335765e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -13359548.000000 Penalty: 5950.092285
	Iteration 15Q: 3 clusters Score -1.335955e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -13360534.000000 Penalty: 5950.092285
	Iteration 16Q: 3 clusters Score -1.336053e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -13361143.000000 Penalty: 5950.092285
	Iteration 17Q: 3 clusters Score -1.336114e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 161002 members 
Entering Unmasked Estep 
Score: -13361506.000000 Penalty: 5950.092285
	Iteration 18Q: 3 clusters Score -1.336151e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 161214 members 
Entering Unmasked Estep 
Score: -13361681.000000 Penalty: 5950.092285
	Iteration 19Q: 3 clusters Score -1.336168e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -13361743.000000 Penalty: 5950.092285
	Iteration 20F: 3 clusters Score -1.336174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -13361811.000000 Penalty: 5950.092285
	Iteration 21Q: 3 clusters Score -1.336181e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 161427 members 
Entering Unmasked Estep 
Score: -13361861.000000 Penalty: 5950.092285
	Iteration 22Q: 3 clusters Score -1.336186e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161458 members 
Entering Unmasked Estep 
Score: -13361919.000000 Penalty: 5950.092285
	Iteration 23Q: 3 clusters Score -1.336192e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -13361954.000000 Penalty: 5950.092285
	Iteration 24Q: 3 clusters Score -1.336195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 161489 members 
Entering Unmasked Estep 
Score: -13361967.000000 Penalty: 5950.092285
	Iteration 25Q: 3 clusters Score -1.336197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 161499 members 
Entering Unmasked Estep 
Score: -13361972.000000 Penalty: 5950.092285
	Iteration 26Q: 3 clusters Score -1.336197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 161505 members 
Entering Unmasked Estep 
Score: -13361975.000000 Penalty: 5950.092285
	Iteration 27Q: 3 clusters Score -1.336198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -13361979.000000 Penalty: 5950.092285
	Iteration 28Q: 3 clusters Score -1.336198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 161519 members 
Entering Unmasked Estep 
Score: -13361974.000000 Penalty: 5950.092285
	Iteration 29Q: 3 clusters Score -1.336197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -13361971.000000 Penalty: 5950.092285
	Iteration 30Q: 3 clusters Score -1.336197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 161525 members 
Entering Unmasked Estep 
Score: -13361988.000000 Penalty: 5950.092285
	Iteration 31Q: 3 clusters Score -1.336199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -13362009.000000 Penalty: 5950.092285
	Iteration 32Q: 3 clusters Score -1.336201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -13362005.000000 Penalty: 5950.092285
	Iteration 33Q: 3 clusters Score -1.3362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 161534 members 
Entering Unmasked Estep 
Score: -13362018.000000 Penalty: 5950.092285
	Iteration 34Q: 3 clusters Score -1.336202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 161539 members 
Entering Unmasked Estep 
Score: -13362009.000000 Penalty: 5950.092285
	Iteration 35Q: 3 clusters Score -1.336201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 161546 members 
Entering Unmasked Estep 
Score: -13362013.000000 Penalty: 5950.092285
	Iteration 36Q: 3 clusters Score -1.336201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -13362029.000000 Penalty: 5950.092285
	Iteration 37Q: 3 clusters Score -1.336203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -13362025.000000 Penalty: 5950.092285
	Iteration 38Q: 3 clusters Score -1.336202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -13362031.000000 Penalty: 5950.092285
	Iteration 39Q: 3 clusters Score -1.336203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 161553 members 
Entering Unmasked Estep 
Score: -13362024.000000 Penalty: 5950.092285
	Iteration 40F: 3 clusters Score -1.336202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -13362036.000000 Penalty: 5950.092285
	Iteration 41Q: 3 clusters Score -1.336204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -13362036.000000 Penalty: 5950.092285
	Iteration 42F: 3 clusters Score -1.336204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Entering Unmasked Estep 
Score: -1519042.125000 Penalty: 2406.803711
	Iteration 0F: 2 clusters Score -1519042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1507317.500000 Penalty: 4813.607422
	Iteration 0F: 3 clusters Score -1507318 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1511092.250000 Penalty: 4813.607422
	Iteration 1F: 3 clusters Score -1511092 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1511639.250000 Penalty: 4813.607422
	Iteration 2F: 3 clusters Score -1511639 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1512183.750000 Penalty: 4813.607422
	Iteration 3F: 3 clusters Score -1512184 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1512782.375000 Penalty: 4813.607422
	Iteration 4F: 3 clusters Score -1512782 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1513451.625000 Penalty: 4813.607422
	Iteration 5F: 3 clusters Score -1513452 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1514155.750000 Penalty: 4813.607422
	Iteration 6F: 3 clusters Score -1514156 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1514792.875000 Penalty: 4813.607422
	Iteration 7F: 3 clusters Score -1514793 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1515289.000000 Penalty: 4813.607422
	Iteration 8Q: 3 clusters Score -1515289 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1515674.750000 Penalty: 4813.607422
	Iteration 9Q: 3 clusters Score -1515675 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1516012.125000 Penalty: 4813.607422
	Iteration 10Q: 3 clusters Score -1516012 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1516242.500000 Penalty: 4813.607422
	Iteration 11Q: 3 clusters Score -1516242 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1516418.875000 Penalty: 4813.607422
	Iteration 12Q: 3 clusters Score -1516419 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1516563.625000 Penalty: 4813.607422
	Iteration 13Q: 3 clusters Score -1516564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1516675.750000 Penalty: 4813.607422
	Iteration 14Q: 3 clusters Score -1516676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1516807.375000 Penalty: 4813.607422
	Iteration 15Q: 3 clusters Score -1516807 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1516899.750000 Penalty: 4813.607422
	Iteration 16Q: 3 clusters Score -1516900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1516976.500000 Penalty: 4813.607422
	Iteration 17Q: 3 clusters Score -1516976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1517037.000000 Penalty: 4813.607422
	Iteration 18Q: 3 clusters Score -1517037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1517077.250000 Penalty: 4813.607422
	Iteration 19Q: 3 clusters Score -1517077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1517092.250000 Penalty: 4813.607422
	Iteration 20F: 3 clusters Score -1517092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1517120.750000 Penalty: 4813.607422
	Iteration 21Q: 3 clusters Score -1517121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1517134.500000 Penalty: 4813.607422
	Iteration 22Q: 3 clusters Score -1517134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1517142.500000 Penalty: 4813.607422
	Iteration 23Q: 3 clusters Score -1517142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1517154.875000 Penalty: 4813.607422
	Iteration 24Q: 3 clusters Score -1517155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1517159.375000 Penalty: 4813.607422
	Iteration 25Q: 3 clusters Score -1517159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1517166.125000 Penalty: 4813.607422
	Iteration 26Q: 3 clusters Score -1517166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1517169.250000 Penalty: 4813.607422
	Iteration 27Q: 3 clusters Score -1517169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1517175.375000 Penalty: 4813.607422
	Iteration 28Q: 3 clusters Score -1517175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1517190.125000 Penalty: 4813.607422
	Iteration 29Q: 3 clusters Score -1517190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1517204.125000 Penalty: 4813.607422
	Iteration 30Q: 3 clusters Score -1517204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1517207.250000 Penalty: 4813.607422
	Iteration 31Q: 3 clusters Score -1517207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1517216.250000 Penalty: 4813.607422
	Iteration 32Q: 3 clusters Score -1517216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1517219.250000 Penalty: 4813.607422
	Iteration 33Q: 3 clusters Score -1517219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1517222.125000 Penalty: 4813.607422
	Iteration 34Q: 3 clusters Score -1517222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1517224.375000 Penalty: 4813.607422
	Iteration 35Q: 3 clusters Score -1517224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1517226.125000 Penalty: 4813.607422
	Iteration 36Q: 3 clusters Score -1517226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1517228.000000 Penalty: 4813.607422
	Iteration 37Q: 3 clusters Score -1517228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1517226.000000 Penalty: 4813.607422
	Iteration 38Q: 3 clusters Score -1517226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1517227.875000 Penalty: 4813.607422
	Iteration 39Q: 3 clusters Score -1517228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1517230.250000 Penalty: 4813.607422
	Iteration 40F: 3 clusters Score -1517230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 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 1932 members 
Entering Unmasked Estep 
Score: -240647.328125 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240647.3 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -241687.203125 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -241687.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -242009.218750 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -242009.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -242246.656250 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -242246.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -242410.859375 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -242410.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -242588.562500 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -242588.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -242836.015625 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -242836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -243115.781250 Penalty: 4098.868652
	Iteration 7F: 3 clusters Score -243115.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -243405.203125 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243405.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -243631.031250 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243631 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -243771.375000 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243771.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -243859.203125 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -243859.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -243903.546875 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -243903.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -243929.468750 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -243929.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -243947.171875 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -243947.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -243955.718750 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -243955.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243962.921875 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -243962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -243970.031250 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -243970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -243978.531250 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -243978.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -243982.843750 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -243982.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -243987.750000 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -243987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -243990.750000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -243990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -243994.906250 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -243994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -243998.671875 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -243998.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -244005.250000 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -244005.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -244015.546875 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -244015.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -244027.500000 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -244027.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -244038.578125 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -244038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -244046.453125 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -244046.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -244055.296875 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -244055.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -244063.187500 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -244063.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -244067.796875 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -244067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -244071.031250 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -244071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -244077.734375 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -244077.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -244085.187500 Penalty: 4098.868652
	Iteration 34Q: 3 clusters Score -244085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -244089.140625 Penalty: 4098.868652
	Iteration 35Q: 3 clusters Score -244089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -244093.953125 Penalty: 4098.868652
	Iteration 36Q: 3 clusters Score -244094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -244097.812500 Penalty: 4098.868652
	Iteration 37Q: 3 clusters Score -244097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -244101.531250 Penalty: 4098.868652
	Iteration 38Q: 3 clusters Score -244101.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -244106.781250 Penalty: 4098.868652
	Iteration 39Q: 3 clusters Score -244106.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -244113.781250 Penalty: 4098.868652
	Iteration 40F: 3 clusters Score -244113.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -244121.625000 Penalty: 4098.868652
	Iteration 41Q: 3 clusters Score -244121.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -244131.375000 Penalty: 4098.868652
	Iteration 42Q: 3 clusters Score -244131.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -244143.750000 Penalty: 4098.868652
	Iteration 43Q: 3 clusters Score -244143.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -244160.281250 Penalty: 4098.868652
	Iteration 44Q: 3 clusters Score -244160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -244173.562500 Penalty: 4098.868652
	Iteration 45Q: 3 clusters Score -244173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -244182.796875 Penalty: 4098.868652
	Iteration 46Q: 3 clusters Score -244182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -244190.843750 Penalty: 4098.868652
	Iteration 47Q: 3 clusters Score -244190.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -244194.328125 Penalty: 4098.868652
	Iteration 48Q: 3 clusters Score -244194.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -244197.828125 Penalty: 4098.868652
	Iteration 49Q: 3 clusters Score -244197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -244200.343750 Penalty: 4098.868652
	Iteration 50Q: 3 clusters Score -244200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -244201.796875 Penalty: 4098.868652
	Iteration 51Q: 3 clusters Score -244201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244203.328125 Penalty: 4098.868652
	Iteration 52Q: 3 clusters Score -244203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -244204.468750 Penalty: 4098.868652
	Iteration 53Q: 3 clusters Score -244204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -244205.484375 Penalty: 4098.868652
	Iteration 54Q: 3 clusters Score -244205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -244206.171875 Penalty: 4098.868652
	Iteration 55Q: 3 clusters Score -244206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -244207.859375 Penalty: 4098.868652
	Iteration 56Q: 3 clusters Score -244207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -244208.453125 Penalty: 4098.868652
	Iteration 57Q: 3 clusters Score -244208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -244208.453125 Penalty: 4098.868652
	Iteration 58F: 3 clusters Score -244208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -241757.484375 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241757.5 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -242470.890625 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242470.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -242636.484375 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242636.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -242730.093750 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242730.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -242784.546875 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242784.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -242822.000000 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -242855.796875 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242855.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -242876.640625 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242876.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -242892.812500 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -242902.703125 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242902.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -242914.609375 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242914.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -242925.921875 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242925.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -242934.921875 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -242934.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -242940.234375 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -242940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -242946.906250 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -242946.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -242951.312500 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -242951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -242957.000000 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -242957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -242959.390625 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -242959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -242963.109375 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -242963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -242966.187500 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -242966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -242967.859375 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -242967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -242970.093750 Penalty: 3995.830322
	Iteration 21Q: 3 clusters Score -242970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -242971.921875 Penalty: 3995.830322
	Iteration 22Q: 3 clusters Score -242971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -242973.921875 Penalty: 3995.830322
	Iteration 23Q: 3 clusters Score -242973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -242975.750000 Penalty: 3995.830322
	Iteration 24Q: 3 clusters Score -242975.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -242976.171875 Penalty: 3995.830322
	Iteration 25Q: 3 clusters Score -242976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -242976.078125 Penalty: 3995.830322
	Iteration 26Q: 3 clusters Score -242976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -242976.078125 Penalty: 3995.830322
	Iteration 27F: 3 clusters Score -242976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -539343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -534420.125000 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -534420.1 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -535602.937500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -535602.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -535845.250000 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -535845.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -536034.437500 Penalty: 4286.024902
	Iteration 3F: 3 clusters Score -536034.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -536185.937500 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -536185.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -536304.750000 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -536304.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -536389.687500 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -536389.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -536449.437500 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -536449.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -536497.125000 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -536497.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -536539.187500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -536539.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -536574.375000 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -536574.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -536606.500000 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -536606.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -536635.812500 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -536635.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -536659.500000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -536659.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -536675.250000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -536675.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -536694.937500 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -536694.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -536717.687500 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -536717.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -536737.062500 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -536737.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -536760.000000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -536760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -536779.187500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -536779.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -536798.437500 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -536798.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -536817.187500 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -536817.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -536839.000000 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -536839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -536862.062500 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -536862.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -536887.750000 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -536887.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -536912.062500 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -536912.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -536937.250000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -536937.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -536976.750000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -536976.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -537014.937500 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -537014.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -537052.937500 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -537052.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -537096.500000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -537096.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -537136.437500 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -537136.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -537174.000000 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -537174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -537214.062500 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -537214.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -537257.062500 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -537257.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -537292.625000 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -537292.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -537325.625000 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -537325.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -537362.000000 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -537362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -537393.500000 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -537393.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -537424.187500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -537424.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -537448.625000 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -537448.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -537476.437500 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -537476.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -537505.000000 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -537505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -537529.437500 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -537529.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -537547.875000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -537547.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -537560.375000 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -537560.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -537569.312500 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -537569.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -537578.750000 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -537578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -537586.250000 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -537586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -537594.562500 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -537594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -537602.875000 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -537602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -537609.437500 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -537609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -537613.250000 Penalty: 4286.024902
	Iteration 52Q: 3 clusters Score -537613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -537621.562500 Penalty: 4286.024902
	Iteration 53Q: 3 clusters Score -537621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -537628.625000 Penalty: 4286.024902
	Iteration 54Q: 3 clusters Score -537628.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -537635.687500 Penalty: 4286.024902
	Iteration 55Q: 3 clusters Score -537635.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -537642.375000 Penalty: 4286.024902
	Iteration 56Q: 3 clusters Score -537642.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -537648.062500 Penalty: 4286.024902
	Iteration 57Q: 3 clusters Score -537648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -537649.937500 Penalty: 4286.024902
	Iteration 58Q: 3 clusters Score -537649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -537652.187500 Penalty: 4286.024902
	Iteration 59Q: 3 clusters Score -537652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -537654.125000 Penalty: 4286.024902
	Iteration 60F: 3 clusters Score -537654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -537655.375000 Penalty: 4286.024902
	Iteration 61Q: 3 clusters Score -537655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -537658.750000 Penalty: 4286.024902
	Iteration 62Q: 3 clusters Score -537658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -537660.750000 Penalty: 4286.024902
	Iteration 63Q: 3 clusters Score -537660.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -537662.375000 Penalty: 4286.024902
	Iteration 64Q: 3 clusters Score -537662.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -537663.500000 Penalty: 4286.024902
	Iteration 65Q: 3 clusters Score -537663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -537662.937500 Penalty: 4286.024902
	Iteration 66Q: 3 clusters Score -537662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -537662.937500 Penalty: 4286.024902
	Iteration 67F: 3 clusters Score -537662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1020914.250000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020914 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1023672.812500 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023673 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1024009.125000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024009 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1024305.375000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1024305 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1024611.437500 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1024611 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1024940.875000 Penalty: 4684.493164
	Iteration 5F: 3 clusters Score -1024941 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1025303.437500 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1025303 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1025724.062500 Penalty: 4684.493164
	Iteration 7F: 3 clusters Score -1025724 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1026161.625000 Penalty: 4684.493164
	Iteration 8F: 3 clusters Score -1026162 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1026553.687500 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1026554 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1026881.000000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1026881 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1027153.937500 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1027154 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1027377.812500 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1027378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1027573.250000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1027573 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1027707.750000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1027708 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1027836.250000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1027836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1027942.500000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1027942 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1028036.687500 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1028037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1028100.312500 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1028100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1028144.500000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1028144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1028190.875000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1028191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1028223.562500 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1028224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1028238.187500 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1028238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1028250.000000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1028250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1028253.187500 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1028253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1028259.125000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1028259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1028263.750000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1028264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1028272.687500 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1028273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1028279.562500 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1028280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1028290.937500 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1028291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1028293.687500 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1028294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1028300.750000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1028301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1028304.437500 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1028304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1028308.812500 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1028309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1028310.750000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1028311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1028313.000000 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1028313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1028316.750000 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1028317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1028321.812500 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1028322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1028324.187500 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1028324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1028323.937500 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1028324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1028324.562500 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1028325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -1959543.125000 Penalty: 2462.913574
	Iteration 0F: 2 clusters Score -1959543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1945139.250000 Penalty: 4925.827148
	Iteration 0F: 3 clusters Score -1945139 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1949959.375000 Penalty: 4925.827148
	Iteration 1F: 3 clusters Score -1949959 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1950366.625000 Penalty: 4925.827148
	Iteration 2F: 3 clusters Score -1950367 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1950731.125000 Penalty: 4925.827148
	Iteration 3Q: 3 clusters Score -1950731 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1951096.125000 Penalty: 4925.827148
	Iteration 4Q: 3 clusters Score -1951096 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1951506.000000 Penalty: 4925.827148
	Iteration 5Q: 3 clusters Score -1951506 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1951970.000000 Penalty: 4925.827148
	Iteration 6Q: 3 clusters Score -1951970 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1952510.125000 Penalty: 4925.827148
	Iteration 7Q: 3 clusters Score -1952510 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1953129.375000 Penalty: 4925.827148
	Iteration 8Q: 3 clusters Score -1953129 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1953860.750000 Penalty: 4925.827148
	Iteration 9F: 3 clusters Score -1953861 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1954632.375000 Penalty: 4925.827148
	Iteration 10F: 3 clusters Score -1954632 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1955367.000000 Penalty: 4925.827148
	Iteration 11Q: 3 clusters Score -1955367 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1956009.750000 Penalty: 4925.827148
	Iteration 12Q: 3 clusters Score -1956010 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1956540.500000 Penalty: 4925.827148
	Iteration 13Q: 3 clusters Score -1956540 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1956897.500000 Penalty: 4925.827148
	Iteration 14Q: 3 clusters Score -1956898 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1957154.500000 Penalty: 4925.827148
	Iteration 15Q: 3 clusters Score -1957154 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1957379.125000 Penalty: 4925.827148
	Iteration 16Q: 3 clusters Score -1957379 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1957566.500000 Penalty: 4925.827148
	Iteration 17Q: 3 clusters Score -1957566 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1957721.375000 Penalty: 4925.827148
	Iteration 18Q: 3 clusters Score -1957721 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1957841.000000 Penalty: 4925.827148
	Iteration 19Q: 3 clusters Score -1957841 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1957934.750000 Penalty: 4925.827148
	Iteration 20F: 3 clusters Score -1957935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1958061.000000 Penalty: 4925.827148
	Iteration 21Q: 3 clusters Score -1958061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1958249.250000 Penalty: 4925.827148
	Iteration 22Q: 3 clusters Score -1958249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1958398.000000 Penalty: 4925.827148
	Iteration 23Q: 3 clusters Score -1958398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1958503.250000 Penalty: 4925.827148
	Iteration 24Q: 3 clusters Score -1958503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1958551.875000 Penalty: 4925.827148
	Iteration 25Q: 3 clusters Score -1958552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1958586.375000 Penalty: 4925.827148
	Iteration 26Q: 3 clusters Score -1958586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1958605.250000 Penalty: 4925.827148
	Iteration 27Q: 3 clusters Score -1958605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1958614.375000 Penalty: 4925.827148
	Iteration 28Q: 3 clusters Score -1958614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1958614.750000 Penalty: 4925.827148
	Iteration 29Q: 3 clusters Score -1958615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1958616.750000 Penalty: 4925.827148
	Iteration 30Q: 3 clusters Score -1958617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1958620.750000 Penalty: 4925.827148
	Iteration 31Q: 3 clusters Score -1958621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1958621.250000 Penalty: 4925.827148
	Iteration 32Q: 3 clusters Score -1958621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1958621.625000 Penalty: 4925.827148
	Iteration 33Q: 3 clusters Score -1958622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1958622.500000 Penalty: 4925.827148
	Iteration 34Q: 3 clusters Score -1958622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1958623.250000 Penalty: 4925.827148
	Iteration 35Q: 3 clusters Score -1958623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1958622.375000 Penalty: 4925.827148
	Iteration 36Q: 3 clusters Score -1958622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1958624.250000 Penalty: 4925.827148
	Iteration 37F: 3 clusters Score -1958624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1958624.000000 Penalty: 4925.827148
	Iteration 38Q: 3 clusters Score -1958624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1958625.375000 Penalty: 4925.827148
	Iteration 39Q: 3 clusters Score -1958625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1958624.750000 Penalty: 4925.827148
	Iteration 40F: 3 clusters Score -1958625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1958624.875000 Penalty: 4925.827148
	Iteration 41Q: 3 clusters Score -1958625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1958625.750000 Penalty: 4925.827148
	Iteration 42Q: 3 clusters Score -1958626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1958625.750000 Penalty: 4925.827148
	Iteration 43F: 3 clusters Score -1958626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Entering Unmasked Estep 
Score: -3561032.500000 Penalty: 2650.404541
	Iteration 0F: 2 clusters Score -3561032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3531374.250000 Penalty: 5300.809082
	Iteration 0F: 3 clusters Score -3531374 nChanged 20034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3542563.500000 Penalty: 5300.809082
	Iteration 1F: 3 clusters Score -3542564 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3542982.250000 Penalty: 5300.809082
	Iteration 2Q: 3 clusters Score -3542982 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3543408.250000 Penalty: 5300.809082
	Iteration 3Q: 3 clusters Score -3543408 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3543825.000000 Penalty: 5300.809082
	Iteration 4Q: 3 clusters Score -3543825 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3544210.750000 Penalty: 5300.809082
	Iteration 5Q: 3 clusters Score -3544211 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3544625.250000 Penalty: 5300.809082
	Iteration 6Q: 3 clusters Score -3544625 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3545118.250000 Penalty: 5300.809082
	Iteration 7Q: 3 clusters Score -3545118 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3545694.250000 Penalty: 5300.809082
	Iteration 8Q: 3 clusters Score -3545694 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3546387.250000 Penalty: 5300.809082
	Iteration 9Q: 3 clusters Score -3546387 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3547293.000000 Penalty: 5300.809082
	Iteration 10Q: 3 clusters Score -3547293 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3548504.000000 Penalty: 5300.809082
	Iteration 11Q: 3 clusters Score -3548504 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3549897.500000 Penalty: 5300.809082
	Iteration 12F: 3 clusters Score -3549898 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -3551469.500000 Penalty: 5300.809082
	Iteration 13Q: 3 clusters Score -3551470 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -3552993.000000 Penalty: 5300.809082
	Iteration 14Q: 3 clusters Score -3552993 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -3554373.000000 Penalty: 5300.809082
	Iteration 15Q: 3 clusters Score -3554373 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -3555381.000000 Penalty: 5300.809082
	Iteration 16Q: 3 clusters Score -3555381 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -3556158.500000 Penalty: 5300.809082
	Iteration 17Q: 3 clusters Score -3556158 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -3556713.500000 Penalty: 5300.809082
	Iteration 18Q: 3 clusters Score -3556714 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -3557174.750000 Penalty: 5300.809082
	Iteration 19Q: 3 clusters Score -3557175 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -3557552.250000 Penalty: 5300.809082
	Iteration 20F: 3 clusters Score -3557552 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -3557819.250000 Penalty: 5300.809082
	Iteration 21Q: 3 clusters Score -3557819 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -3558014.000000 Penalty: 5300.809082
	Iteration 22Q: 3 clusters Score -3558014 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -3558177.000000 Penalty: 5300.809082
	Iteration 23Q: 3 clusters Score -3558177 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -3558290.000000 Penalty: 5300.809082
	Iteration 24Q: 3 clusters Score -3558290 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -3558408.000000 Penalty: 5300.809082
	Iteration 25Q: 3 clusters Score -3558408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -3558491.250000 Penalty: 5300.809082
	Iteration 26Q: 3 clusters Score -3558491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -3558539.500000 Penalty: 5300.809082
	Iteration 27Q: 3 clusters Score -3558540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -3558601.500000 Penalty: 5300.809082
	Iteration 28Q: 3 clusters Score -3558602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -3558629.250000 Penalty: 5300.809082
	Iteration 29Q: 3 clusters Score -3558629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -3558657.000000 Penalty: 5300.809082
	Iteration 30Q: 3 clusters Score -3558657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -3558677.750000 Penalty: 5300.809082
	Iteration 31Q: 3 clusters Score -3558678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -3558689.500000 Penalty: 5300.809082
	Iteration 32Q: 3 clusters Score -3558690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -3558698.750000 Penalty: 5300.809082
	Iteration 33Q: 3 clusters Score -3558699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -3558715.250000 Penalty: 5300.809082
	Iteration 34Q: 3 clusters Score -3558715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -3558714.000000 Penalty: 5300.809082
	Iteration 35Q: 3 clusters Score -3558714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -3558715.750000 Penalty: 5300.809082
	Iteration 36Q: 3 clusters Score -3558716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -3558713.750000 Penalty: 5300.809082
	Iteration 37Q: 3 clusters Score -3558714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -3558715.500000 Penalty: 5300.809082
	Iteration 38Q: 3 clusters Score -3558716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -3558715.500000 Penalty: 5300.809082
	Iteration 39F: 3 clusters Score -3558716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (143952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143952 members 
Entering Unmasked Estep 
Score: -14156043.000000 Penalty: 2945.554443
	Iteration 0F: 2 clusters Score -1.415604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -14068006.000000 Penalty: 5891.108887
	Iteration 0F: 3 clusters Score -1.406801e+07 nChanged 68733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 70365 members 
Entering Unmasked Estep 
Score: -14107747.000000 Penalty: 5891.108887
	Iteration 1F: 3 clusters Score -1.410775e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -14108790.000000 Penalty: 5891.108887
	Iteration 2Q: 3 clusters Score -1.410879e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -14109979.000000 Penalty: 5891.108887
	Iteration 3Q: 3 clusters Score -1.410998e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -14111656.000000 Penalty: 5891.108887
	Iteration 4Q: 3 clusters Score -1.411166e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -14114206.000000 Penalty: 5891.108887
	Iteration 5Q: 3 clusters Score -1.411421e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -14118134.000000 Penalty: 5891.108887
	Iteration 6F: 3 clusters Score -1.411813e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -14124797.000000 Penalty: 5891.108887
	Iteration 7F: 3 clusters Score -1.41248e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -14133259.000000 Penalty: 5891.108887
	Iteration 8F: 3 clusters Score -1.413326e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112999 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -14141710.000000 Penalty: 5891.108887
	Iteration 9F: 3 clusters Score -1.414171e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -14148199.000000 Penalty: 5891.108887
	Iteration 10F: 3 clusters Score -1.41482e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -14151442.000000 Penalty: 5891.108887
	Iteration 11Q: 3 clusters Score -1.415144e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124262 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -14152998.000000 Penalty: 5891.108887
	Iteration 12Q: 3 clusters Score -1.4153e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -14153885.000000 Penalty: 5891.108887
	Iteration 13Q: 3 clusters Score -1.415388e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128500 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -14154389.000000 Penalty: 5891.108887
	Iteration 14Q: 3 clusters Score -1.415439e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130537 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -14154776.000000 Penalty: 5891.108887
	Iteration 15Q: 3 clusters Score -1.415478e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132538 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -14155041.000000 Penalty: 5891.108887
	Iteration 16Q: 3 clusters Score -1.415504e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -14155141.000000 Penalty: 5891.108887
	Iteration 17Q: 3 clusters Score -1.415514e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135867 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -14155045.000000 Penalty: 5891.108887
	Iteration 18Q: 3 clusters Score -1.415504e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -14155111.000000 Penalty: 5891.108887
	Iteration 19Q: 3 clusters Score -1.415511e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138420 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -14154856.000000 Penalty: 5891.108887
	Iteration 20F: 3 clusters Score -1.415486e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139434 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -14154755.000000 Penalty: 5891.108887
	Iteration 21Q: 3 clusters Score -1.415476e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -14154771.000000 Penalty: 5891.108887
	Iteration 22Q: 3 clusters Score -1.415477e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140863 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -14154668.000000 Penalty: 5891.108887
	Iteration 23Q: 3 clusters Score -1.415467e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141336 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -14154609.000000 Penalty: 5891.108887
	Iteration 24Q: 3 clusters Score -1.415461e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -14154534.000000 Penalty: 5891.108887
	Iteration 25Q: 3 clusters Score -1.415453e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141949 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14154464.000000 Penalty: 5891.108887
	Iteration 26Q: 3 clusters Score -1.415446e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -14154396.000000 Penalty: 5891.108887
	Iteration 27Q: 3 clusters Score -1.41544e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142341 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14154358.000000 Penalty: 5891.108887
	Iteration 28Q: 3 clusters Score -1.415436e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -14154326.000000 Penalty: 5891.108887
	Iteration 29Q: 3 clusters Score -1.415433e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14154311.000000 Penalty: 5891.108887
	Iteration 30Q: 3 clusters Score -1.415431e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142650 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14154272.000000 Penalty: 5891.108887
	Iteration 31Q: 3 clusters Score -1.415427e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14154241.000000 Penalty: 5891.108887
	Iteration 32Q: 3 clusters Score -1.415424e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14154213.000000 Penalty: 5891.108887
	Iteration 33Q: 3 clusters Score -1.415421e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14154212.000000 Penalty: 5891.108887
	Iteration 34Q: 3 clusters Score -1.415421e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142890 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14154189.000000 Penalty: 5891.108887
	Iteration 35Q: 3 clusters Score -1.415419e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142926 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -14154163.000000 Penalty: 5891.108887
	Iteration 36Q: 3 clusters Score -1.415416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14154166.000000 Penalty: 5891.108887
	Iteration 37Q: 3 clusters Score -1.415417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142969 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -14154168.000000 Penalty: 5891.108887
	Iteration 38Q: 3 clusters Score -1.415417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14154174.000000 Penalty: 5891.108887
	Iteration 39Q: 3 clusters Score -1.415417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14154167.000000 Penalty: 5891.108887
	Iteration 40F: 3 clusters Score -1.415417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -14154158.000000 Penalty: 5891.108887
	Iteration 41Q: 3 clusters Score -1.415416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14154162.000000 Penalty: 5891.108887
	Iteration 42Q: 3 clusters Score -1.415416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143048 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14154173.000000 Penalty: 5891.108887
	Iteration 43Q: 3 clusters Score -1.415417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14154179.000000 Penalty: 5891.108887
	Iteration 44Q: 3 clusters Score -1.415418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14154187.000000 Penalty: 5891.108887
	Iteration 45Q: 3 clusters Score -1.415419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143062 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14154172.000000 Penalty: 5891.108887
	Iteration 46Q: 3 clusters Score -1.415417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14154170.000000 Penalty: 5891.108887
	Iteration 47Q: 3 clusters Score -1.415417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143067 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14154162.000000 Penalty: 5891.108887
	Iteration 48Q: 3 clusters Score -1.415416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14154170.000000 Penalty: 5891.108887
	Iteration 49Q: 3 clusters Score -1.415417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14154181.000000 Penalty: 5891.108887
	Iteration 50Q: 3 clusters Score -1.415418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14154184.000000 Penalty: 5891.108887
	Iteration 51Q: 3 clusters Score -1.415418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -14154181.000000 Penalty: 5891.108887
	Iteration 52Q: 3 clusters Score -1.415418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -14154176.000000 Penalty: 5891.108887
	Iteration 53Q: 3 clusters Score -1.415418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -14154162.000000 Penalty: 5891.108887
	Iteration 54Q: 3 clusters Score -1.415416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14154177.000000 Penalty: 5891.108887
	Iteration 55Q: 3 clusters Score -1.415418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14154158.000000 Penalty: 5891.108887
	Iteration 56Q: 3 clusters Score -1.415416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143091 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -14154174.000000 Penalty: 5891.108887
	Iteration 57Q: 3 clusters Score -1.415417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14154163.000000 Penalty: 5891.108887
	Iteration 58Q: 3 clusters Score -1.415416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143094 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14154162.000000 Penalty: 5891.108887
	Iteration 59Q: 3 clusters Score -1.415416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14154158.000000 Penalty: 5891.108887
	Iteration 60F: 3 clusters Score -1.415416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14154175.000000 Penalty: 5891.108887
	Iteration 61Q: 3 clusters Score -1.415418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -14154175.000000 Penalty: 5891.108887
	Iteration 62F: 3 clusters Score -1.415418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -894471.187500 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894471.2 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -897157.500000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897157.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -897495.687500 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -897495.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -897744.437500 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -897744.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -897920.375000 Penalty: 4640.746094
	Iteration 4Q: 3 clusters Score -897920.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -898058.625000 Penalty: 4640.746094
	Iteration 5Q: 3 clusters Score -898058.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -898211.562500 Penalty: 4640.746094
	Iteration 6Q: 3 clusters Score -898211.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -898414.625000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -898414.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -898707.875000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -898707.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -899151.625000 Penalty: 4640.746094
	Iteration 9F: 3 clusters Score -899151.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -899661.375000 Penalty: 4640.746094
	Iteration 10F: 3 clusters Score -899661.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -900229.625000 Penalty: 4640.746094
	Iteration 11F: 3 clusters Score -900229.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -900823.687500 Penalty: 4640.746094
	Iteration 12F: 3 clusters Score -900823.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -901388.937500 Penalty: 4640.746094
	Iteration 13F: 3 clusters Score -901388.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -901820.125000 Penalty: 4640.746094
	Iteration 14F: 3 clusters Score -901820.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -902098.937500 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902098.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -902287.500000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902287.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -902415.875000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902415.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -902499.500000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902499.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -902557.562500 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902557.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -902591.437500 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902591.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -902620.375000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902620.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -902642.812500 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902642.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -902659.437500 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -902659.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -902675.375000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -902675.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -902684.000000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -902684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -902692.812500 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -902692.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -902699.687500 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -902699.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -902703.687500 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -902703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -902705.625000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -902705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -902707.375000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -902707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -902708.812500 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -902708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -902709.562500 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -902709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -902710.812500 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -902710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -902710.375000 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -902710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -902712.500000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -902712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -902711.750000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -902711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -902714.500000 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -902714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -902713.625000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -902713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -902715.625000 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -902715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -902716.687500 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -902716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -902718.000000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -902718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -902721.812500 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -902721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -902722.937500 Penalty: 4640.746094
	Iteration 43Q: 3 clusters Score -902722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -902722.000000 Penalty: 4640.746094
	Iteration 44Q: 3 clusters Score -902722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -902721.625000 Penalty: 4640.746094
	Iteration 45Q: 3 clusters Score -902721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -902723.187500 Penalty: 4640.746094
	Iteration 46Q: 3 clusters Score -902723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -902723.437500 Penalty: 4640.746094
	Iteration 47Q: 3 clusters Score -902723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -902723.500000 Penalty: 4640.746094
	Iteration 48Q: 3 clusters Score -902723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -902723.500000 Penalty: 4640.746094
	Iteration 49F: 3 clusters Score -902723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -112831.648438 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -112831.6 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 683 members 
Entering Unmasked Estep 
Score: -110644.898438 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -110644.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110970.085938 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -110970.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -111077.460938 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -111077.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -111148.281250 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -111148.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -111188.726562 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -111188.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -111205.757812 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -111205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -111222.875000 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -111222.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -111242.539062 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -111242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111252.617188 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -111252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111259.375000 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -111259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111267.179688 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -111267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111278.671875 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -111278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111294.820312 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -111294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -111300.578125 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -111300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -111302.195312 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -111302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111303.812500 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -111303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -111306.218750 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -111306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -111311.453125 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -111311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -111317.195312 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -111317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -111327.125000 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -111327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -111328.609375 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -111328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -111329.617188 Penalty: 3569.184814
	Iteration 21Q: 3 clusters Score -111329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -111331.000000 Penalty: 3569.184814
	Iteration 22Q: 3 clusters Score -111331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -111331.750000 Penalty: 3569.184814
	Iteration 23Q: 3 clusters Score -111331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -111332.179688 Penalty: 3569.184814
	Iteration 24Q: 3 clusters Score -111332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -111332.179688 Penalty: 3569.184814
	Iteration 25F: 3 clusters Score -111332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -13816681.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.381668e+07 nChanged 81186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -13865047.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386505e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97339 members 
Mstep: Class 2 contains 72465 members 
Entering Unmasked Estep 
Score: -13867905.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.38679e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -13872247.000000 Penalty: 5973.030762
	Iteration 3F: 3 clusters Score -1.387225e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -13879700.000000 Penalty: 5973.030762
	Iteration 4F: 3 clusters Score -1.38797e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -13890716.000000 Penalty: 5973.030762
	Iteration 5F: 3 clusters Score -1.389072e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -13904656.000000 Penalty: 5973.030762
	Iteration 6F: 3 clusters Score -1.390466e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -13916825.000000 Penalty: 5973.030762
	Iteration 7F: 3 clusters Score -1.391682e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158151 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -13923134.000000 Penalty: 5973.030762
	Iteration 8Q: 3 clusters Score -1.392313e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160525 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -13925344.000000 Penalty: 5973.030762
	Iteration 9Q: 3 clusters Score -1.392534e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -13926092.000000 Penalty: 5973.030762
	Iteration 10Q: 3 clusters Score -1.392609e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162853 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -13926510.000000 Penalty: 5973.030762
	Iteration 11Q: 3 clusters Score -1.392651e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -13926882.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.392688e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164280 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -13927210.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.392721e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164816 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -13927385.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.392738e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -13927551.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.392755e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -13927656.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.392766e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165937 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -13927756.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.392776e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -13927838.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.392784e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13927900.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.39279e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166566 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -13927934.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.392793e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -13927961.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.392796e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166836 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -13928022.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.392802e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -13928034.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.392803e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -13928046.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392805e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167092 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13928068.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.392807e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -13928079.000000 Penalty: 5973.030762
	Iteration 26Q: 3 clusters Score -1.392808e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167200 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13928088.000000 Penalty: 5973.030762
	Iteration 27Q: 3 clusters Score -1.392809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167246 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13928074.000000 Penalty: 5973.030762
	Iteration 28Q: 3 clusters Score -1.392807e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13928093.000000 Penalty: 5973.030762
	Iteration 29Q: 3 clusters Score -1.392809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -13928106.000000 Penalty: 5973.030762
	Iteration 30Q: 3 clusters Score -1.392811e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13928133.000000 Penalty: 5973.030762
	Iteration 31Q: 3 clusters Score -1.392813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -13928161.000000 Penalty: 5973.030762
	Iteration 32Q: 3 clusters Score -1.392816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13928157.000000 Penalty: 5973.030762
	Iteration 33Q: 3 clusters Score -1.392816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -13928178.000000 Penalty: 5973.030762
	Iteration 34Q: 3 clusters Score -1.392818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -13928179.000000 Penalty: 5973.030762
	Iteration 35Q: 3 clusters Score -1.392818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -13928185.000000 Penalty: 5973.030762
	Iteration 36Q: 3 clusters Score -1.392818e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13928187.000000 Penalty: 5973.030762
	Iteration 37Q: 3 clusters Score -1.392819e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167529 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13928206.000000 Penalty: 5973.030762
	Iteration 38Q: 3 clusters Score -1.392821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -13928205.000000 Penalty: 5973.030762
	Iteration 39Q: 3 clusters Score -1.39282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -13928206.000000 Penalty: 5973.030762
	Iteration 40F: 3 clusters Score -1.392821e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -13928209.000000 Penalty: 5973.030762
	Iteration 41Q: 3 clusters Score -1.392821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13928211.000000 Penalty: 5973.030762
	Iteration 42Q: 3 clusters Score -1.392821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13928213.000000 Penalty: 5973.030762
	Iteration 43Q: 3 clusters Score -1.392821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13928224.000000 Penalty: 5973.030762
	Iteration 44Q: 3 clusters Score -1.392822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13928239.000000 Penalty: 5973.030762
	Iteration 45Q: 3 clusters Score -1.392824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -13928250.000000 Penalty: 5973.030762
	Iteration 46Q: 3 clusters Score -1.392825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167761 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13928255.000000 Penalty: 5973.030762
	Iteration 47Q: 3 clusters Score -1.392826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13928269.000000 Penalty: 5973.030762
	Iteration 48Q: 3 clusters Score -1.392827e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13928272.000000 Penalty: 5973.030762
	Iteration 49Q: 3 clusters Score -1.392827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167838 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -13928271.000000 Penalty: 5973.030762
	Iteration 50Q: 3 clusters Score -1.392827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -13928290.000000 Penalty: 5973.030762
	Iteration 51Q: 3 clusters Score -1.392829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -13928301.000000 Penalty: 5973.030762
	Iteration 52Q: 3 clusters Score -1.39283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13928311.000000 Penalty: 5973.030762
	Iteration 53Q: 3 clusters Score -1.392831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -13928315.000000 Penalty: 5973.030762
	Iteration 54Q: 3 clusters Score -1.392832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -13928312.000000 Penalty: 5973.030762
	Iteration 55Q: 3 clusters Score -1.392831e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167976 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13928357.000000 Penalty: 5973.030762
	Iteration 56Q: 3 clusters Score -1.392836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13928364.000000 Penalty: 5973.030762
	Iteration 57Q: 3 clusters Score -1.392836e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168011 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -13928371.000000 Penalty: 5973.030762
	Iteration 58Q: 3 clusters Score -1.392837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13928384.000000 Penalty: 5973.030762
	Iteration 59Q: 3 clusters Score -1.392838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -13928384.000000 Penalty: 5973.030762
	Iteration 60F: 3 clusters Score -1.392838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13928402.000000 Penalty: 5973.030762
	Iteration 61Q: 3 clusters Score -1.39284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168103 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13928403.000000 Penalty: 5973.030762
	Iteration 62Q: 3 clusters Score -1.39284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13928401.000000 Penalty: 5973.030762
	Iteration 63Q: 3 clusters Score -1.39284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -13928403.000000 Penalty: 5973.030762
	Iteration 64Q: 3 clusters Score -1.39284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13928412.000000 Penalty: 5973.030762
	Iteration 65Q: 3 clusters Score -1.392841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13928413.000000 Penalty: 5973.030762
	Iteration 66Q: 3 clusters Score -1.392841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168146 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13928413.000000 Penalty: 5973.030762
	Iteration 67Q: 3 clusters Score -1.392841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168148 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -13928424.000000 Penalty: 5973.030762
	Iteration 68Q: 3 clusters Score -1.392842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168152 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -13928430.000000 Penalty: 5973.030762
	Iteration 69Q: 3 clusters Score -1.392843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168153 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13928434.000000 Penalty: 5973.030762
	Iteration 70Q: 3 clusters Score -1.392843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168153 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -13928432.000000 Penalty: 5973.030762
	Iteration 71Q: 3 clusters Score -1.392843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -13928430.000000 Penalty: 5973.030762
	Iteration 72Q: 3 clusters Score -1.392843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13928430.000000 Penalty: 5973.030762
	Iteration 73Q: 3 clusters Score -1.392843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13928430.000000 Penalty: 5973.030762
	Iteration 74F: 3 clusters Score -1.392843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (110199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Entering Unmasked Estep 
Score: -11616203.000000 Penalty: 2879.290771
	Iteration 0F: 2 clusters Score -1.16162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -11546730.000000 Penalty: 5758.581543
	Iteration 0F: 3 clusters Score -1.154673e+07 nChanged 52253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -11576609.000000 Penalty: 5758.581543
	Iteration 1F: 3 clusters Score -1.157661e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -11577388.000000 Penalty: 5758.581543
	Iteration 2Q: 3 clusters Score -1.157739e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -11578370.000000 Penalty: 5758.581543
	Iteration 3Q: 3 clusters Score -1.157837e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -11579430.000000 Penalty: 5758.581543
	Iteration 4Q: 3 clusters Score -1.157943e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -11580724.000000 Penalty: 5758.581543
	Iteration 5Q: 3 clusters Score -1.158072e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -11582201.000000 Penalty: 5758.581543
	Iteration 6Q: 3 clusters Score -1.15822e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -11583950.000000 Penalty: 5758.581543
	Iteration 7Q: 3 clusters Score -1.158395e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -11586197.000000 Penalty: 5758.581543
	Iteration 8Q: 3 clusters Score -1.15862e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -11589261.000000 Penalty: 5758.581543
	Iteration 9Q: 3 clusters Score -1.158926e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -11593322.000000 Penalty: 5758.581543
	Iteration 10F: 3 clusters Score -1.159332e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -11597935.000000 Penalty: 5758.581543
	Iteration 11F: 3 clusters Score -1.159794e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -11601948.000000 Penalty: 5758.581543
	Iteration 12F: 3 clusters Score -1.160195e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -11604409.000000 Penalty: 5758.581543
	Iteration 13Q: 3 clusters Score -1.160441e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -11605750.000000 Penalty: 5758.581543
	Iteration 14Q: 3 clusters Score -1.160575e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -11606826.000000 Penalty: 5758.581543
	Iteration 15Q: 3 clusters Score -1.160683e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -11607642.000000 Penalty: 5758.581543
	Iteration 16Q: 3 clusters Score -1.160764e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -11608494.000000 Penalty: 5758.581543
	Iteration 17Q: 3 clusters Score -1.160849e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -11609347.000000 Penalty: 5758.581543
	Iteration 18Q: 3 clusters Score -1.160935e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -11609933.000000 Penalty: 5758.581543
	Iteration 19Q: 3 clusters Score -1.160993e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -11610552.000000 Penalty: 5758.581543
	Iteration 20F: 3 clusters Score -1.161055e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -11611021.000000 Penalty: 5758.581543
	Iteration 21Q: 3 clusters Score -1.161102e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -11611412.000000 Penalty: 5758.581543
	Iteration 22Q: 3 clusters Score -1.161141e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -11611795.000000 Penalty: 5758.581543
	Iteration 23Q: 3 clusters Score -1.16118e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -11612032.000000 Penalty: 5758.581543
	Iteration 24Q: 3 clusters Score -1.161203e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -11612233.000000 Penalty: 5758.581543
	Iteration 25Q: 3 clusters Score -1.161223e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -11612387.000000 Penalty: 5758.581543
	Iteration 26Q: 3 clusters Score -1.161239e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -11612494.000000 Penalty: 5758.581543
	Iteration 27Q: 3 clusters Score -1.161249e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -11612647.000000 Penalty: 5758.581543
	Iteration 28Q: 3 clusters Score -1.161265e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -11612757.000000 Penalty: 5758.581543
	Iteration 29Q: 3 clusters Score -1.161276e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -11612809.000000 Penalty: 5758.581543
	Iteration 30Q: 3 clusters Score -1.161281e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -11612918.000000 Penalty: 5758.581543
	Iteration 31Q: 3 clusters Score -1.161292e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -11612934.000000 Penalty: 5758.581543
	Iteration 32Q: 3 clusters Score -1.161293e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -11612967.000000 Penalty: 5758.581543
	Iteration 33Q: 3 clusters Score -1.161297e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11613006.000000 Penalty: 5758.581543
	Iteration 34Q: 3 clusters Score -1.161301e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -11613067.000000 Penalty: 5758.581543
	Iteration 35Q: 3 clusters Score -1.161307e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -11613120.000000 Penalty: 5758.581543
	Iteration 36Q: 3 clusters Score -1.161312e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -11613157.000000 Penalty: 5758.581543
	Iteration 37Q: 3 clusters Score -1.161316e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -11613202.000000 Penalty: 5758.581543
	Iteration 38Q: 3 clusters Score -1.16132e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -11613248.000000 Penalty: 5758.581543
	Iteration 39Q: 3 clusters Score -1.161325e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -11613265.000000 Penalty: 5758.581543
	Iteration 40F: 3 clusters Score -1.161326e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -11613244.000000 Penalty: 5758.581543
	Iteration 41Q: 3 clusters Score -1.161324e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -11613302.000000 Penalty: 5758.581543
	Iteration 42Q: 3 clusters Score -1.16133e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -11613333.000000 Penalty: 5758.581543
	Iteration 43Q: 3 clusters Score -1.161333e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 98180 members 
Entering Unmasked Estep 
Score: -11613353.000000 Penalty: 5758.581543
	Iteration 44Q: 3 clusters Score -1.161335e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -11613371.000000 Penalty: 5758.581543
	Iteration 45Q: 3 clusters Score -1.161337e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -11613405.000000 Penalty: 5758.581543
	Iteration 46Q: 3 clusters Score -1.16134e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 98964 members 
Entering Unmasked Estep 
Score: -11613431.000000 Penalty: 5758.581543
	Iteration 47Q: 3 clusters Score -1.161343e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -11613448.000000 Penalty: 5758.581543
	Iteration 48Q: 3 clusters Score -1.161345e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -11613481.000000 Penalty: 5758.581543
	Iteration 49Q: 3 clusters Score -1.161348e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -11613487.000000 Penalty: 5758.581543
	Iteration 50Q: 3 clusters Score -1.161349e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -11613500.000000 Penalty: 5758.581543
	Iteration 51Q: 3 clusters Score -1.16135e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -11613560.000000 Penalty: 5758.581543
	Iteration 52Q: 3 clusters Score -1.161356e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -11613566.000000 Penalty: 5758.581543
	Iteration 53Q: 3 clusters Score -1.161357e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -11613558.000000 Penalty: 5758.581543
	Iteration 54Q: 3 clusters Score -1.161356e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -11613595.000000 Penalty: 5758.581543
	Iteration 55Q: 3 clusters Score -1.16136e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -11613623.000000 Penalty: 5758.581543
	Iteration 56Q: 3 clusters Score -1.161362e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -11613664.000000 Penalty: 5758.581543
	Iteration 57Q: 3 clusters Score -1.161366e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -11613669.000000 Penalty: 5758.581543
	Iteration 58Q: 3 clusters Score -1.161367e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -11613661.000000 Penalty: 5758.581543
	Iteration 59Q: 3 clusters Score -1.161366e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -11613702.000000 Penalty: 5758.581543
	Iteration 60F: 3 clusters Score -1.16137e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -11613731.000000 Penalty: 5758.581543
	Iteration 61Q: 3 clusters Score -1.161373e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -11613750.000000 Penalty: 5758.581543
	Iteration 62Q: 3 clusters Score -1.161375e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -11613752.000000 Penalty: 5758.581543
	Iteration 63Q: 3 clusters Score -1.161375e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -11613733.000000 Penalty: 5758.581543
	Iteration 64Q: 3 clusters Score -1.161373e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -11613744.000000 Penalty: 5758.581543
	Iteration 65Q: 3 clusters Score -1.161374e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -11613726.000000 Penalty: 5758.581543
	Iteration 66Q: 3 clusters Score -1.161373e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -11613781.000000 Penalty: 5758.581543
	Iteration 67Q: 3 clusters Score -1.161378e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -11613807.000000 Penalty: 5758.581543
	Iteration 68Q: 3 clusters Score -1.161381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -11613771.000000 Penalty: 5758.581543
	Iteration 69Q: 3 clusters Score -1.161377e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -11613764.000000 Penalty: 5758.581543
	Iteration 70Q: 3 clusters Score -1.161376e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -11613765.000000 Penalty: 5758.581543
	Iteration 71Q: 3 clusters Score -1.161376e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -11613750.000000 Penalty: 5758.581543
	Iteration 72Q: 3 clusters Score -1.161375e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -11613740.000000 Penalty: 5758.581543
	Iteration 73Q: 3 clusters Score -1.161374e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -11613756.000000 Penalty: 5758.581543
	Iteration 74Q: 3 clusters Score -1.161376e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -11613753.000000 Penalty: 5758.581543
	Iteration 75Q: 3 clusters Score -1.161375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -11613753.000000 Penalty: 5758.581543
	Iteration 76Q: 3 clusters Score -1.161375e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -11613743.000000 Penalty: 5758.581543
	Iteration 77Q: 3 clusters Score -1.161374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -11613762.000000 Penalty: 5758.581543
	Iteration 78Q: 3 clusters Score -1.161376e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -11613752.000000 Penalty: 5758.581543
	Iteration 79Q: 3 clusters Score -1.161375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -11613745.000000 Penalty: 5758.581543
	Iteration 80F: 3 clusters Score -1.161374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -11613756.000000 Penalty: 5758.581543
	Iteration 81Q: 3 clusters Score -1.161376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -11613752.000000 Penalty: 5758.581543
	Iteration 82Q: 3 clusters Score -1.161375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -11613746.000000 Penalty: 5758.581543
	Iteration 83Q: 3 clusters Score -1.161375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -11613762.000000 Penalty: 5758.581543
	Iteration 84Q: 3 clusters Score -1.161376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -11613763.000000 Penalty: 5758.581543
	Iteration 85Q: 3 clusters Score -1.161376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 104270 members 
Entering Unmasked Estep 
Score: -11613760.000000 Penalty: 5758.581543
	Iteration 86Q: 3 clusters Score -1.161376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -11613761.000000 Penalty: 5758.581543
	Iteration 87Q: 3 clusters Score -1.161376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -11613766.000000 Penalty: 5758.581543
	Iteration 88Q: 3 clusters Score -1.161377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -11613764.000000 Penalty: 5758.581543
	Iteration 89Q: 3 clusters Score -1.161376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -11613772.000000 Penalty: 5758.581543
	Iteration 90Q: 3 clusters Score -1.161377e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -11613786.000000 Penalty: 5758.581543
	Iteration 91Q: 3 clusters Score -1.161379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -11613792.000000 Penalty: 5758.581543
	Iteration 92Q: 3 clusters Score -1.161379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -11613780.000000 Penalty: 5758.581543
	Iteration 93Q: 3 clusters Score -1.161378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -11613787.000000 Penalty: 5758.581543
	Iteration 94Q: 3 clusters Score -1.161379e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -11613788.000000 Penalty: 5758.581543
	Iteration 95Q: 3 clusters Score -1.161379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -11613802.000000 Penalty: 5758.581543
	Iteration 96Q: 3 clusters Score -1.16138e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -11613817.000000 Penalty: 5758.581543
	Iteration 97Q: 3 clusters Score -1.161382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
Score: -11613818.000000 Penalty: 5758.581543
	Iteration 98Q: 3 clusters Score -1.161382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -11613809.000000 Penalty: 5758.581543
	Iteration 99Q: 3 clusters Score -1.161381e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -11613837.000000 Penalty: 5758.581543
	Iteration 100F: 3 clusters Score -1.161384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -11613840.000000 Penalty: 5758.581543
	Iteration 101Q: 3 clusters Score -1.161384e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -11613846.000000 Penalty: 5758.581543
	Iteration 102Q: 3 clusters Score -1.161385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
Score: -11613825.000000 Penalty: 5758.581543
	Iteration 103Q: 3 clusters Score -1.161382e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 105102 members 
Entering Unmasked Estep 
Score: -11613827.000000 Penalty: 5758.581543
	Iteration 104Q: 3 clusters Score -1.161383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -11613832.000000 Penalty: 5758.581543
	Iteration 105Q: 3 clusters Score -1.161383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -11613855.000000 Penalty: 5758.581543
	Iteration 106Q: 3 clusters Score -1.161386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -11613862.000000 Penalty: 5758.581543
	Iteration 107Q: 3 clusters Score -1.161386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -11613843.000000 Penalty: 5758.581543
	Iteration 108Q: 3 clusters Score -1.161384e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -11613853.000000 Penalty: 5758.581543
	Iteration 109Q: 3 clusters Score -1.161385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -11613857.000000 Penalty: 5758.581543
	Iteration 110Q: 3 clusters Score -1.161386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 105448 members 
Entering Unmasked Estep 
Score: -11613854.000000 Penalty: 5758.581543
	Iteration 111Q: 3 clusters Score -1.161385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -11613846.000000 Penalty: 5758.581543
	Iteration 112Q: 3 clusters Score -1.161385e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 105536 members 
Entering Unmasked Estep 
Score: -11613861.000000 Penalty: 5758.581543
	Iteration 113Q: 3 clusters Score -1.161386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -11613857.000000 Penalty: 5758.581543
	Iteration 114Q: 3 clusters Score -1.161386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -11613872.000000 Penalty: 5758.581543
	Iteration 115Q: 3 clusters Score -1.161387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -11613888.000000 Penalty: 5758.581543
	Iteration 116Q: 3 clusters Score -1.161389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -11613915.000000 Penalty: 5758.581543
	Iteration 117Q: 3 clusters Score -1.161392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 105766 members 
Entering Unmasked Estep 
Score: -11613919.000000 Penalty: 5758.581543
	Iteration 118Q: 3 clusters Score -1.161392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -11613906.000000 Penalty: 5758.581543
	Iteration 119Q: 3 clusters Score -1.161391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -11613915.000000 Penalty: 5758.581543
	Iteration 120F: 3 clusters Score -1.161392e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -11613919.000000 Penalty: 5758.581543
	Iteration 121Q: 3 clusters Score -1.161392e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -11613940.000000 Penalty: 5758.581543
	Iteration 122Q: 3 clusters Score -1.161394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -11613972.000000 Penalty: 5758.581543
	Iteration 123Q: 3 clusters Score -1.161397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -11613997.000000 Penalty: 5758.581543
	Iteration 124Q: 3 clusters Score -1.1614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -11614009.000000 Penalty: 5758.581543
	Iteration 125Q: 3 clusters Score -1.161401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -11614022.000000 Penalty: 5758.581543
	Iteration 126Q: 3 clusters Score -1.161402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -11614027.000000 Penalty: 5758.581543
	Iteration 127Q: 3 clusters Score -1.161403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -11614014.000000 Penalty: 5758.581543
	Iteration 128Q: 3 clusters Score -1.161401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -11614014.000000 Penalty: 5758.581543
	Iteration 129Q: 3 clusters Score -1.161401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -11614004.000000 Penalty: 5758.581543
	Iteration 130Q: 3 clusters Score -1.1614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -11614009.000000 Penalty: 5758.581543
	Iteration 131Q: 3 clusters Score -1.161401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -11613998.000000 Penalty: 5758.581543
	Iteration 132Q: 3 clusters Score -1.1614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -11614002.000000 Penalty: 5758.581543
	Iteration 133Q: 3 clusters Score -1.1614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -11614002.000000 Penalty: 5758.581543
	Iteration 134Q: 3 clusters Score -1.1614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -11613989.000000 Penalty: 5758.581543
	Iteration 135Q: 3 clusters Score -1.161399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -11613987.000000 Penalty: 5758.581543
	Iteration 136Q: 3 clusters Score -1.161399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -11613982.000000 Penalty: 5758.581543
	Iteration 137Q: 3 clusters Score -1.161398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -11613984.000000 Penalty: 5758.581543
	Iteration 138Q: 3 clusters Score -1.161398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -11613974.000000 Penalty: 5758.581543
	Iteration 139Q: 3 clusters Score -1.161397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -11613983.000000 Penalty: 5758.581543
	Iteration 140F: 3 clusters Score -1.161398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -11613990.000000 Penalty: 5758.581543
	Iteration 141Q: 3 clusters Score -1.161399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -11613990.000000 Penalty: 5758.581543
	Iteration 142Q: 3 clusters Score -1.161399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 106448 members 
Entering Unmasked Estep 
Score: -11613995.000000 Penalty: 5758.581543
	Iteration 143Q: 3 clusters Score -1.1614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -11614006.000000 Penalty: 5758.581543
	Iteration 144Q: 3 clusters Score -1.161401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -11614017.000000 Penalty: 5758.581543
	Iteration 145Q: 3 clusters Score -1.161402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -11614002.000000 Penalty: 5758.581543
	Iteration 146Q: 3 clusters Score -1.1614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 106488 members 
Entering Unmasked Estep 
Score: -11613991.000000 Penalty: 5758.581543
	Iteration 147Q: 3 clusters Score -1.161399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 106496 members 
Entering Unmasked Estep 
Score: -11613989.000000 Penalty: 5758.581543
	Iteration 148Q: 3 clusters Score -1.161399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -11613998.000000 Penalty: 5758.581543
	Iteration 149Q: 3 clusters Score -1.1614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -11614001.000000 Penalty: 5758.581543
	Iteration 150Q: 3 clusters Score -1.1614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -11613993.000000 Penalty: 5758.581543
	Iteration 151Q: 3 clusters Score -1.161399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -11613995.000000 Penalty: 5758.581543
	Iteration 152Q: 3 clusters Score -1.1614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -11614002.000000 Penalty: 5758.581543
	Iteration 153Q: 3 clusters Score -1.1614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -11614002.000000 Penalty: 5758.581543
	Iteration 154Q: 3 clusters Score -1.1614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -11614008.000000 Penalty: 5758.581543
	Iteration 155Q: 3 clusters Score -1.161401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -11613998.000000 Penalty: 5758.581543
	Iteration 156Q: 3 clusters Score -1.1614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -11614015.000000 Penalty: 5758.581543
	Iteration 157Q: 3 clusters Score -1.161402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -11614015.000000 Penalty: 5758.581543
	Iteration 158Q: 3 clusters Score -1.161402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -11614016.000000 Penalty: 5758.581543
	Iteration 159Q: 3 clusters Score -1.161402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -11614015.000000 Penalty: 5758.581543
	Iteration 160F: 3 clusters Score -1.161402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -11614007.000000 Penalty: 5758.581543
	Iteration 161Q: 3 clusters Score -1.161401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -11614014.000000 Penalty: 5758.581543
	Iteration 162Q: 3 clusters Score -1.161401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -11614004.000000 Penalty: 5758.581543
	Iteration 163Q: 3 clusters Score -1.1614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -11614004.000000 Penalty: 5758.581543
	Iteration 164Q: 3 clusters Score -1.1614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -11614010.000000 Penalty: 5758.581543
	Iteration 165Q: 3 clusters Score -1.161401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -11614011.000000 Penalty: 5758.581543
	Iteration 166Q: 3 clusters Score -1.161401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -11614009.000000 Penalty: 5758.581543
	Iteration 167Q: 3 clusters Score -1.161401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -11614018.000000 Penalty: 5758.581543
	Iteration 168Q: 3 clusters Score -1.161402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 106606 members 
Entering Unmasked Estep 
Score: -11614010.000000 Penalty: 5758.581543
	Iteration 169Q: 3 clusters Score -1.161401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -11614008.000000 Penalty: 5758.581543
	Iteration 170Q: 3 clusters Score -1.161401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -11614013.000000 Penalty: 5758.581543
	Iteration 171Q: 3 clusters Score -1.161401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -11614005.000000 Penalty: 5758.581543
	Iteration 172Q: 3 clusters Score -1.1614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -11614009.000000 Penalty: 5758.581543
	Iteration 173Q: 3 clusters Score -1.161401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -11614021.000000 Penalty: 5758.581543
	Iteration 174Q: 3 clusters Score -1.161402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -11614015.000000 Penalty: 5758.581543
	Iteration 175Q: 3 clusters Score -1.161402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -11614009.000000 Penalty: 5758.581543
	Iteration 176Q: 3 clusters Score -1.161401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -11614009.000000 Penalty: 5758.581543
	Iteration 177F: 3 clusters Score -1.161401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -905416.437500 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -905416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -896765.187500 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -896765.2 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -899331.000000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -899331 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -899636.687500 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -899636.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -899853.687500 Penalty: 4643.780273
	Iteration 3Q: 3 clusters Score -899853.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -900045.062500 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -900045.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -900224.187500 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -900224.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -900390.437500 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -900390.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -900565.000000 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -900565 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -900746.187500 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -900746.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -900926.625000 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -900926.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -901125.500000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -901125.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -901401.062500 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -901401.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -901760.875000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -901760.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -902198.250000 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -902198.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -902684.312500 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -902684.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -903138.062500 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -903138.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -903540.500000 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -903540.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -903776.437500 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -903776.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -903904.750000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -903904.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -903974.875000 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -903974.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -904029.062500 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -904029.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -904060.375000 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -904060.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -904078.625000 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -904078.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -904093.187500 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -904093.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -904101.187500 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -904101.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -904112.750000 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -904112.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -904123.375000 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -904123.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -904138.000000 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -904138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -904149.437500 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -904149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -904154.687500 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -904154.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -904161.000000 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -904161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -904168.625000 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -904168.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -904175.562500 Penalty: 4643.780273
	Iteration 32Q: 3 clusters Score -904175.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -904183.812500 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -904183.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -904190.562500 Penalty: 4643.780273
	Iteration 34Q: 3 clusters Score -904190.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -904195.562500 Penalty: 4643.780273
	Iteration 35Q: 3 clusters Score -904195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -904195.750000 Penalty: 4643.780273
	Iteration 36Q: 3 clusters Score -904195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -904198.750000 Penalty: 4643.780273
	Iteration 37Q: 3 clusters Score -904198.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -904204.187500 Penalty: 4643.780273
	Iteration 38Q: 3 clusters Score -904204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -904209.312500 Penalty: 4643.780273
	Iteration 39Q: 3 clusters Score -904209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -904212.000000 Penalty: 4643.780273
	Iteration 40F: 3 clusters Score -904212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -904212.312500 Penalty: 4643.780273
	Iteration 41Q: 3 clusters Score -904212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -904212.375000 Penalty: 4643.780273
	Iteration 42Q: 3 clusters Score -904212.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -904215.812500 Penalty: 4643.780273
	Iteration 43Q: 3 clusters Score -904215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -904216.125000 Penalty: 4643.780273
	Iteration 44Q: 3 clusters Score -904216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -904218.750000 Penalty: 4643.780273
	Iteration 45Q: 3 clusters Score -904218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -904222.250000 Penalty: 4643.780273
	Iteration 46Q: 3 clusters Score -904222.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -904223.500000 Penalty: 4643.780273
	Iteration 47Q: 3 clusters Score -904223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -904226.937500 Penalty: 4643.780273
	Iteration 48Q: 3 clusters Score -904226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -904227.562500 Penalty: 4643.780273
	Iteration 49Q: 3 clusters Score -904227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -904228.562500 Penalty: 4643.780273
	Iteration 50Q: 3 clusters Score -904228.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -904237.250000 Penalty: 4643.780273
	Iteration 51Q: 3 clusters Score -904237.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -904238.000000 Penalty: 4643.780273
	Iteration 52Q: 3 clusters Score -904238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -904240.500000 Penalty: 4643.780273
	Iteration 53Q: 3 clusters Score -904240.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -904244.875000 Penalty: 4643.780273
	Iteration 54Q: 3 clusters Score -904244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -904246.125000 Penalty: 4643.780273
	Iteration 55Q: 3 clusters Score -904246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -904249.250000 Penalty: 4643.780273
	Iteration 56Q: 3 clusters Score -904249.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -904252.062500 Penalty: 4643.780273
	Iteration 57Q: 3 clusters Score -904252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -904255.250000 Penalty: 4643.780273
	Iteration 58Q: 3 clusters Score -904255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -904256.625000 Penalty: 4643.780273
	Iteration 59Q: 3 clusters Score -904256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -904258.937500 Penalty: 4643.780273
	Iteration 60F: 3 clusters Score -904258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -904257.062500 Penalty: 4643.780273
	Iteration 61Q: 3 clusters Score -904257.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -904259.562500 Penalty: 4643.780273
	Iteration 62Q: 3 clusters Score -904259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -904260.750000 Penalty: 4643.780273
	Iteration 63Q: 3 clusters Score -904260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -904261.687500 Penalty: 4643.780273
	Iteration 64Q: 3 clusters Score -904261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -904265.312500 Penalty: 4643.780273
	Iteration 65Q: 3 clusters Score -904265.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -904266.000000 Penalty: 4643.780273
	Iteration 66Q: 3 clusters Score -904266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -904267.562500 Penalty: 4643.780273
	Iteration 67Q: 3 clusters Score -904267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -904272.187500 Penalty: 4643.780273
	Iteration 68Q: 3 clusters Score -904272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -904272.250000 Penalty: 4643.780273
	Iteration 69Q: 3 clusters Score -904272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -904275.125000 Penalty: 4643.780273
	Iteration 70Q: 3 clusters Score -904275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -904277.500000 Penalty: 4643.780273
	Iteration 71Q: 3 clusters Score -904277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -904277.562500 Penalty: 4643.780273
	Iteration 72Q: 3 clusters Score -904277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -904280.125000 Penalty: 4643.780273
	Iteration 73Q: 3 clusters Score -904280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -904280.875000 Penalty: 4643.780273
	Iteration 74Q: 3 clusters Score -904280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -904279.500000 Penalty: 4643.780273
	Iteration 75Q: 3 clusters Score -904279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -904281.687500 Penalty: 4643.780273
	Iteration 76Q: 3 clusters Score -904281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -904284.312500 Penalty: 4643.780273
	Iteration 77Q: 3 clusters Score -904284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -904283.125000 Penalty: 4643.780273
	Iteration 78Q: 3 clusters Score -904283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -904283.000000 Penalty: 4643.780273
	Iteration 79Q: 3 clusters Score -904283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -904284.500000 Penalty: 4643.780273
	Iteration 80F: 3 clusters Score -904284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -904283.187500 Penalty: 4643.780273
	Iteration 81Q: 3 clusters Score -904283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -904281.562500 Penalty: 4643.780273
	Iteration 82Q: 3 clusters Score -904281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -904281.562500 Penalty: 4643.780273
	Iteration 83F: 3 clusters Score -904281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -486869.687500 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486869.7 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -488343.906250 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488343.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -488809.718750 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -488809.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -489429.468750 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -489429.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -490321.468750 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -490321.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -491382.843750 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -491382.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -492283.250000 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -492283.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -492740.500000 Penalty: 4347.590332
	Iteration 7F: 3 clusters Score -492740.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -492946.718750 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -492946.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -493101.468750 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -493101.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -493200.750000 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -493200.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -493230.406250 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -493230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -493240.156250 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -493240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -493244.812500 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -493244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493245.656250 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -493245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -493246.000000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -493246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493246.875000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -493246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493246.875000 Penalty: 4347.590332
	Iteration 17F: 3 clusters Score -493246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20560 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143952 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110199 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4179 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121678 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79429 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100040 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12023 members 
Mstep: Class 78 contains 1804 members 
Entering Unmasked Estep 
Score: -150798400.000000 Penalty: 278393.843750
Splitting cluster 21 changes total score from -150799056.000000 to -150798400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 2690.346436
	Iteration 0F: 2 clusters Score -4197856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4163128.500000 Penalty: 5380.692871
	Iteration 0F: 3 clusters Score -4163128 nChanged 23928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -4176535.000000 Penalty: 5380.692871
	Iteration 1F: 3 clusters Score -4176535 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -4177189.000000 Penalty: 5380.692871
	Iteration 2Q: 3 clusters Score -4177189 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4177926.250000 Penalty: 5380.692871
	Iteration 3Q: 3 clusters Score -4177926 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4178864.750000 Penalty: 5380.692871
	Iteration 4Q: 3 clusters Score -4178865 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4180190.750000 Penalty: 5380.692871
	Iteration 5F: 3 clusters Score -4180191 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4182063.000000 Penalty: 5380.692871
	Iteration 6F: 3 clusters Score -4182063 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -4184403.250000 Penalty: 5380.692871
	Iteration 7F: 3 clusters Score -4184403 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -4186948.000000 Penalty: 5380.692871
	Iteration 8F: 3 clusters Score -4186948 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -4189309.250000 Penalty: 5380.692871
	Iteration 9F: 3 clusters Score -4189309 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -4191303.250000 Penalty: 5380.692871
	Iteration 10F: 3 clusters Score -4191303 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -4192852.000000 Penalty: 5380.692871
	Iteration 11Q: 3 clusters Score -4192852 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -4193935.500000 Penalty: 5380.692871
	Iteration 12Q: 3 clusters Score -4193936 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -4194646.500000 Penalty: 5380.692871
	Iteration 13Q: 3 clusters Score -4194646 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -4195139.000000 Penalty: 5380.692871
	Iteration 14Q: 3 clusters Score -4195139 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -4195548.500000 Penalty: 5380.692871
	Iteration 15Q: 3 clusters Score -4195548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -4195797.000000 Penalty: 5380.692871
	Iteration 16Q: 3 clusters Score -4195797 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -4195931.000000 Penalty: 5380.692871
	Iteration 17Q: 3 clusters Score -4195931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -4196015.500000 Penalty: 5380.692871
	Iteration 18Q: 3 clusters Score -4196016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -4196074.000000 Penalty: 5380.692871
	Iteration 19Q: 3 clusters Score -4196074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -4196099.500000 Penalty: 5380.692871
	Iteration 20F: 3 clusters Score -4196100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -4196125.000000 Penalty: 5380.692871
	Iteration 21Q: 3 clusters Score -4196125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -4196131.500000 Penalty: 5380.692871
	Iteration 22Q: 3 clusters Score -4196132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -4196143.000000 Penalty: 5380.692871
	Iteration 23Q: 3 clusters Score -4196143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -4196150.000000 Penalty: 5380.692871
	Iteration 24Q: 3 clusters Score -4196150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -4196165.000000 Penalty: 5380.692871
	Iteration 25Q: 3 clusters Score -4196165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -4196168.000000 Penalty: 5380.692871
	Iteration 26Q: 3 clusters Score -4196168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -4196175.500000 Penalty: 5380.692871
	Iteration 27Q: 3 clusters Score -4196176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -4196175.500000 Penalty: 5380.692871
	Iteration 28Q: 3 clusters Score -4196176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -4196179.000000 Penalty: 5380.692871
	Iteration 29Q: 3 clusters Score -4196179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -4196186.000000 Penalty: 5380.692871
	Iteration 30Q: 3 clusters Score -4196186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -4196185.500000 Penalty: 5380.692871
	Iteration 31Q: 3 clusters Score -4196186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -4196190.000000 Penalty: 5380.692871
	Iteration 32Q: 3 clusters Score -4196190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -4196190.500000 Penalty: 5380.692871
	Iteration 33Q: 3 clusters Score -4196190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -4196190.500000 Penalty: 5380.692871
	Iteration 34Q: 3 clusters Score -4196190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -4196190.500000 Penalty: 5380.692871
	Iteration 35Q: 3 clusters Score -4196190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -4196189.500000 Penalty: 5380.692871
	Iteration 36Q: 3 clusters Score -4196190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -4196188.000000 Penalty: 5380.692871
	Iteration 37Q: 3 clusters Score -4196188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -4196188.000000 Penalty: 5380.692871
	Iteration 38Q: 3 clusters Score -4196188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -4196190.000000 Penalty: 5380.692871
	Iteration 39Q: 3 clusters Score -4196190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -4196190.000000 Penalty: 5380.692871
	Iteration 40F: 3 clusters Score -4196190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 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 875 members 
Entering Unmasked Estep 
Score: -131392.640625 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131392.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -131803.281250 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131803.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -131922.562500 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131922.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -131975.953125 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -131976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -132008.937500 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132008.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -132034.546875 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132034.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -132055.953125 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -132073.203125 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132073.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -132087.140625 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132087.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132101.015625 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -132112.843750 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -132119.968750 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -132132.484375 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -132141.468750 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132148.828125 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132151.640625 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -132151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132159.140625 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -132159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132166.453125 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -132166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132168.718750 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -132168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132171.093750 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -132171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132172.468750 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -132172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -193396.156250 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193396.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -193979.421875 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -193979.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -194101.109375 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194101.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -194176.734375 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -194176.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -194219.656250 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194219.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -194245.515625 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194245.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -194262.203125 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -194279.234375 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194279.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -194299.781250 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194299.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -194318.593750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -194328.375000 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -194336.796875 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -194345.109375 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -194347.734375 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -194350.937500 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -194353.468750 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -194355.265625 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -194357.531250 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -194358.140625 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194360.171875 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194362.406250 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -194363.343750 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -194364.250000 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -194364.515625 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -194365.265625 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -194366.265625 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -194366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194367.062500 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -194367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194367.937500 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -194367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194367.937500 Penalty: 3885.072510
	Iteration 28F: 3 clusters Score -194367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -305161.500000 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305161.5 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -306018.093750 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -306018.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -306197.781250 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306197.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -306309.406250 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -306309.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -306381.781250 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306381.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -306453.218750 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306453.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -306511.937500 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306511.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -306554.812500 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306554.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -306592.406250 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306592.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -306623.406250 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306623.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -306649.562500 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306649.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -306671.218750 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -306671.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -306697.875000 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -306697.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -306725.750000 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -306725.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -306745.875000 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -306745.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -306766.312500 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -306766.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -306796.968750 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -306797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -306829.656250 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -306829.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -306860.062500 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -306860.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -306891.343750 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -306891.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -306915.093750 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -306915.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -306934.593750 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -306934.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -306956.375000 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -306956.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -306972.437500 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -306972.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -306985.718750 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -306985.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -306997.250000 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -306997.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -307010.500000 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -307010.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -307021.062500 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -307021.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -307035.125000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -307035.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -307045.468750 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -307045.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -307058.156250 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -307058.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -307067.687500 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -307067.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307075.156250 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -307075.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -307084.125000 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -307084.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -307092.031250 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -307092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -307097.156250 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -307097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -307100.812500 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -307100.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -307107.593750 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -307107.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307111.812500 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -307111.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -307117.218750 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -307117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -307121.312500 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -307121.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -307126.968750 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -307127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -307130.812500 Penalty: 4107.986328
	Iteration 42Q: 3 clusters Score -307130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -307135.093750 Penalty: 4107.986328
	Iteration 43Q: 3 clusters Score -307135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -307139.062500 Penalty: 4107.986328
	Iteration 44Q: 3 clusters Score -307139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -307140.437500 Penalty: 4107.986328
	Iteration 45Q: 3 clusters Score -307140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -307141.281250 Penalty: 4107.986328
	Iteration 46Q: 3 clusters Score -307141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -307143.562500 Penalty: 4107.986328
	Iteration 47Q: 3 clusters Score -307143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -307146.218750 Penalty: 4107.986328
	Iteration 48Q: 3 clusters Score -307146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307148.406250 Penalty: 4107.986328
	Iteration 49Q: 3 clusters Score -307148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -307154.312500 Penalty: 4107.986328
	Iteration 50Q: 3 clusters Score -307154.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -307159.968750 Penalty: 4107.986328
	Iteration 51Q: 3 clusters Score -307160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -307165.062500 Penalty: 4107.986328
	Iteration 52Q: 3 clusters Score -307165.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -307169.750000 Penalty: 4107.986328
	Iteration 53Q: 3 clusters Score -307169.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -307176.218750 Penalty: 4107.986328
	Iteration 54Q: 3 clusters Score -307176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307181.656250 Penalty: 4107.986328
	Iteration 55Q: 3 clusters Score -307181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -307186.343750 Penalty: 4107.986328
	Iteration 56Q: 3 clusters Score -307186.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -307191.656250 Penalty: 4107.986328
	Iteration 57Q: 3 clusters Score -307191.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -307196.375000 Penalty: 4107.986328
	Iteration 58Q: 3 clusters Score -307196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -307200.375000 Penalty: 4107.986328
	Iteration 59Q: 3 clusters Score -307200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -307204.906250 Penalty: 4107.986328
	Iteration 60F: 3 clusters Score -307204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -307205.875000 Penalty: 4107.986328
	Iteration 61Q: 3 clusters Score -307205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -307206.843750 Penalty: 4107.986328
	Iteration 62Q: 3 clusters Score -307206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307208.062500 Penalty: 4107.986328
	Iteration 63Q: 3 clusters Score -307208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307208.062500 Penalty: 4107.986328
	Iteration 64F: 3 clusters Score -307208.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -401704.687500 Penalty: 2067.781250
	Iteration 0F: 2 clusters Score -401704.7 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 2110 members 
Entering Unmasked Estep 
Score: -397679.937500 Penalty: 4135.562500
	Iteration 0F: 3 clusters Score -397679.9 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -398699.406250 Penalty: 4135.562500
	Iteration 1F: 3 clusters Score -398699.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -398989.562500 Penalty: 4135.562500
	Iteration 2F: 3 clusters Score -398989.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -399185.000000 Penalty: 4135.562500
	Iteration 3F: 3 clusters Score -399185 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -399345.656250 Penalty: 4135.562500
	Iteration 4Q: 3 clusters Score -399345.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -399469.625000 Penalty: 4135.562500
	Iteration 5Q: 3 clusters Score -399469.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -399570.281250 Penalty: 4135.562500
	Iteration 6Q: 3 clusters Score -399570.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -399645.375000 Penalty: 4135.562500
	Iteration 7Q: 3 clusters Score -399645.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -399704.343750 Penalty: 4135.562500
	Iteration 8Q: 3 clusters Score -399704.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -399759.718750 Penalty: 4135.562500
	Iteration 9Q: 3 clusters Score -399759.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -399804.406250 Penalty: 4135.562500
	Iteration 10Q: 3 clusters Score -399804.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -399840.562500 Penalty: 4135.562500
	Iteration 11Q: 3 clusters Score -399840.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -399867.031250 Penalty: 4135.562500
	Iteration 12Q: 3 clusters Score -399867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -399884.437500 Penalty: 4135.562500
	Iteration 13Q: 3 clusters Score -399884.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399902.468750 Penalty: 4135.562500
	Iteration 14Q: 3 clusters Score -399902.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -399914.656250 Penalty: 4135.562500
	Iteration 15Q: 3 clusters Score -399914.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -399924.437500 Penalty: 4135.562500
	Iteration 16Q: 3 clusters Score -399924.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -399936.812500 Penalty: 4135.562500
	Iteration 17Q: 3 clusters Score -399936.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -399950.375000 Penalty: 4135.562500
	Iteration 18Q: 3 clusters Score -399950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -399959.843750 Penalty: 4135.562500
	Iteration 19Q: 3 clusters Score -399959.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -399969.031250 Penalty: 4135.562500
	Iteration 20F: 3 clusters Score -399969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -399976.437500 Penalty: 4135.562500
	Iteration 21Q: 3 clusters Score -399976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -399981.156250 Penalty: 4135.562500
	Iteration 22Q: 3 clusters Score -399981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -399984.468750 Penalty: 4135.562500
	Iteration 23Q: 3 clusters Score -399984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -399985.687500 Penalty: 4135.562500
	Iteration 24Q: 3 clusters Score -399985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -399986.906250 Penalty: 4135.562500
	Iteration 25Q: 3 clusters Score -399986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399987.781250 Penalty: 4135.562500
	Iteration 26Q: 3 clusters Score -399987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -399989.187500 Penalty: 4135.562500
	Iteration 27Q: 3 clusters Score -399989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -399989.000000 Penalty: 4135.562500
	Iteration 28Q: 3 clusters Score -399989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -399990.031250 Penalty: 4135.562500
	Iteration 29Q: 3 clusters Score -399990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -399990.406250 Penalty: 4135.562500
	Iteration 30Q: 3 clusters Score -399990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399989.843750 Penalty: 4135.562500
	Iteration 31Q: 3 clusters Score -399989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399989.843750 Penalty: 4135.562500
	Iteration 32F: 3 clusters Score -399989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 2447.871094
	Iteration 0F: 2 clusters Score -1390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1377295.750000 Penalty: 4895.742188
	Iteration 0F: 3 clusters Score -1377296 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1381839.000000 Penalty: 4895.742188
	Iteration 1F: 3 clusters Score -1381839 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1382315.750000 Penalty: 4895.742188
	Iteration 2F: 3 clusters Score -1382316 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1382723.875000 Penalty: 4895.742188
	Iteration 3Q: 3 clusters Score -1382724 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1383144.875000 Penalty: 4895.742188
	Iteration 4Q: 3 clusters Score -1383145 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1383602.125000 Penalty: 4895.742188
	Iteration 5Q: 3 clusters Score -1383602 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1384097.375000 Penalty: 4895.742188
	Iteration 6Q: 3 clusters Score -1384097 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1384629.375000 Penalty: 4895.742188
	Iteration 7Q: 3 clusters Score -1384629 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1385131.625000 Penalty: 4895.742188
	Iteration 8Q: 3 clusters Score -1385132 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1385571.000000 Penalty: 4895.742188
	Iteration 9Q: 3 clusters Score -1385571 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1385914.750000 Penalty: 4895.742188
	Iteration 10Q: 3 clusters Score -1385915 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1386233.375000 Penalty: 4895.742188
	Iteration 11Q: 3 clusters Score -1386233 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1386504.000000 Penalty: 4895.742188
	Iteration 12Q: 3 clusters Score -1386504 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1386732.750000 Penalty: 4895.742188
	Iteration 13Q: 3 clusters Score -1386733 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1386961.000000 Penalty: 4895.742188
	Iteration 14Q: 3 clusters Score -1386961 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1387154.875000 Penalty: 4895.742188
	Iteration 15Q: 3 clusters Score -1387155 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1387403.750000 Penalty: 4895.742188
	Iteration 16Q: 3 clusters Score -1387404 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1387631.500000 Penalty: 4895.742188
	Iteration 17Q: 3 clusters Score -1387632 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1387828.500000 Penalty: 4895.742188
	Iteration 18Q: 3 clusters Score -1387828 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1387993.875000 Penalty: 4895.742188
	Iteration 19Q: 3 clusters Score -1387994 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1388119.875000 Penalty: 4895.742188
	Iteration 20F: 3 clusters Score -1388120 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1388222.125000 Penalty: 4895.742188
	Iteration 21Q: 3 clusters Score -1388222 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1388294.625000 Penalty: 4895.742188
	Iteration 22Q: 3 clusters Score -1388295 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1388359.875000 Penalty: 4895.742188
	Iteration 23Q: 3 clusters Score -1388360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1388407.875000 Penalty: 4895.742188
	Iteration 24Q: 3 clusters Score -1388408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1388447.000000 Penalty: 4895.742188
	Iteration 25Q: 3 clusters Score -1388447 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1388482.750000 Penalty: 4895.742188
	Iteration 26Q: 3 clusters Score -1388483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1388503.625000 Penalty: 4895.742188
	Iteration 27Q: 3 clusters Score -1388504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1388518.875000 Penalty: 4895.742188
	Iteration 28Q: 3 clusters Score -1388519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1388534.500000 Penalty: 4895.742188
	Iteration 29Q: 3 clusters Score -1388534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1388554.375000 Penalty: 4895.742188
	Iteration 30Q: 3 clusters Score -1388554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1388574.625000 Penalty: 4895.742188
	Iteration 31Q: 3 clusters Score -1388575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1388591.625000 Penalty: 4895.742188
	Iteration 32Q: 3 clusters Score -1388592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1388611.750000 Penalty: 4895.742188
	Iteration 33Q: 3 clusters Score -1388612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1388634.125000 Penalty: 4895.742188
	Iteration 34Q: 3 clusters Score -1388634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1388652.750000 Penalty: 4895.742188
	Iteration 35Q: 3 clusters Score -1388653 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1388669.125000 Penalty: 4895.742188
	Iteration 36Q: 3 clusters Score -1388669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1388686.500000 Penalty: 4895.742188
	Iteration 37Q: 3 clusters Score -1388686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1388706.250000 Penalty: 4895.742188
	Iteration 38Q: 3 clusters Score -1388706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1388727.125000 Penalty: 4895.742188
	Iteration 39Q: 3 clusters Score -1388727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1388744.750000 Penalty: 4895.742188
	Iteration 40F: 3 clusters Score -1388745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1388759.250000 Penalty: 4895.742188
	Iteration 41Q: 3 clusters Score -1388759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1388771.625000 Penalty: 4895.742188
	Iteration 42Q: 3 clusters Score -1388772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1388786.125000 Penalty: 4895.742188
	Iteration 43Q: 3 clusters Score -1388786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1388806.125000 Penalty: 4895.742188
	Iteration 44Q: 3 clusters Score -1388806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1388846.375000 Penalty: 4895.742188
	Iteration 45Q: 3 clusters Score -1388846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1388882.750000 Penalty: 4895.742188
	Iteration 46Q: 3 clusters Score -1388883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1388915.750000 Penalty: 4895.742188
	Iteration 47Q: 3 clusters Score -1388916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1388937.875000 Penalty: 4895.742188
	Iteration 48Q: 3 clusters Score -1388938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1388962.625000 Penalty: 4895.742188
	Iteration 49Q: 3 clusters Score -1388963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1388986.125000 Penalty: 4895.742188
	Iteration 50Q: 3 clusters Score -1388986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1389000.250000 Penalty: 4895.742188
	Iteration 51Q: 3 clusters Score -1389000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1389017.250000 Penalty: 4895.742188
	Iteration 52Q: 3 clusters Score -1389017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1389027.875000 Penalty: 4895.742188
	Iteration 53Q: 3 clusters Score -1389028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1389032.125000 Penalty: 4895.742188
	Iteration 54Q: 3 clusters Score -1389032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1389045.875000 Penalty: 4895.742188
	Iteration 55Q: 3 clusters Score -1389046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1389047.500000 Penalty: 4895.742188
	Iteration 56Q: 3 clusters Score -1389048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1389051.875000 Penalty: 4895.742188
	Iteration 57Q: 3 clusters Score -1389052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1389060.125000 Penalty: 4895.742188
	Iteration 58Q: 3 clusters Score -1389060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1389067.625000 Penalty: 4895.742188
	Iteration 59Q: 3 clusters Score -1389068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1389072.000000 Penalty: 4895.742188
	Iteration 60F: 3 clusters Score -1389072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1389082.500000 Penalty: 4895.742188
	Iteration 61Q: 3 clusters Score -1389082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1389086.500000 Penalty: 4895.742188
	Iteration 62Q: 3 clusters Score -1389086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1389093.625000 Penalty: 4895.742188
	Iteration 63Q: 3 clusters Score -1389094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1389098.250000 Penalty: 4895.742188
	Iteration 64Q: 3 clusters Score -1389098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1389101.750000 Penalty: 4895.742188
	Iteration 65Q: 3 clusters Score -1389102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1389101.250000 Penalty: 4895.742188
	Iteration 66Q: 3 clusters Score -1389101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1389103.250000 Penalty: 4895.742188
	Iteration 67Q: 3 clusters Score -1389103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1389104.125000 Penalty: 4895.742188
	Iteration 68Q: 3 clusters Score -1389104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1389109.375000 Penalty: 4895.742188
	Iteration 69Q: 3 clusters Score -1389109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1389111.500000 Penalty: 4895.742188
	Iteration 70Q: 3 clusters Score -1389112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1389116.000000 Penalty: 4895.742188
	Iteration 71Q: 3 clusters Score -1389116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1389113.625000 Penalty: 4895.742188
	Iteration 72Q: 3 clusters Score -1389114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1389118.625000 Penalty: 4895.742188
	Iteration 73Q: 3 clusters Score -1389119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1389117.625000 Penalty: 4895.742188
	Iteration 74Q: 3 clusters Score -1389118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1389120.500000 Penalty: 4895.742188
	Iteration 75Q: 3 clusters Score -1389120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1389121.625000 Penalty: 4895.742188
	Iteration 76Q: 3 clusters Score -1389122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1389121.250000 Penalty: 4895.742188
	Iteration 77Q: 3 clusters Score -1389121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1389122.625000 Penalty: 4895.742188
	Iteration 78Q: 3 clusters Score -1389123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1389125.625000 Penalty: 4895.742188
	Iteration 79Q: 3 clusters Score -1389126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1389127.750000 Penalty: 4895.742188
	Iteration 80F: 3 clusters Score -1389128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1389127.375000 Penalty: 4895.742188
	Iteration 81Q: 3 clusters Score -1389127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1389127.375000 Penalty: 4895.742188
	Iteration 82F: 3 clusters Score -1389127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -368304.500000 Penalty: 2040.654175
	Iteration 0F: 2 clusters Score -368304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -364570.437500 Penalty: 4081.308350
	Iteration 0F: 3 clusters Score -364570.4 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -365471.937500 Penalty: 4081.308350
	Iteration 1F: 3 clusters Score -365471.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -365754.125000 Penalty: 4081.308350
	Iteration 2F: 3 clusters Score -365754.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -365953.968750 Penalty: 4081.308350
	Iteration 3F: 3 clusters Score -365954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -366116.031250 Penalty: 4081.308350
	Iteration 4Q: 3 clusters Score -366116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -366251.406250 Penalty: 4081.308350
	Iteration 5Q: 3 clusters Score -366251.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -366365.375000 Penalty: 4081.308350
	Iteration 6Q: 3 clusters Score -366365.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366460.281250 Penalty: 4081.308350
	Iteration 7Q: 3 clusters Score -366460.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -366560.562500 Penalty: 4081.308350
	Iteration 8Q: 3 clusters Score -366560.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -366651.593750 Penalty: 4081.308350
	Iteration 9Q: 3 clusters Score -366651.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -366734.125000 Penalty: 4081.308350
	Iteration 10Q: 3 clusters Score -366734.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -366804.937500 Penalty: 4081.308350
	Iteration 11Q: 3 clusters Score -366804.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -366860.437500 Penalty: 4081.308350
	Iteration 12Q: 3 clusters Score -366860.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -366911.312500 Penalty: 4081.308350
	Iteration 13Q: 3 clusters Score -366911.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -366952.218750 Penalty: 4081.308350
	Iteration 14Q: 3 clusters Score -366952.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -366985.406250 Penalty: 4081.308350
	Iteration 15Q: 3 clusters Score -366985.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -367007.250000 Penalty: 4081.308350
	Iteration 16Q: 3 clusters Score -367007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -367018.156250 Penalty: 4081.308350
	Iteration 17Q: 3 clusters Score -367018.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -367024.750000 Penalty: 4081.308350
	Iteration 18Q: 3 clusters Score -367024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -367033.312500 Penalty: 4081.308350
	Iteration 19Q: 3 clusters Score -367033.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -367039.562500 Penalty: 4081.308350
	Iteration 20F: 3 clusters Score -367039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -367044.968750 Penalty: 4081.308350
	Iteration 21Q: 3 clusters Score -367045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -367046.843750 Penalty: 4081.308350
	Iteration 22Q: 3 clusters Score -367046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -367047.468750 Penalty: 4081.308350
	Iteration 23Q: 3 clusters Score -367047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -367047.093750 Penalty: 4081.308350
	Iteration 24Q: 3 clusters Score -367047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -367047.093750 Penalty: 4081.308350
	Iteration 25F: 3 clusters Score -367047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1485260.500000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485260 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1489528.875000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489529 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1489865.500000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489866 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1490108.375000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490108 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1490296.125000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490296 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1490435.125000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490435 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1490552.000000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1490552 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1490663.000000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1490663 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1490785.875000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -1490786 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1490931.375000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -1490931 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1491107.625000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -1491108 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1491320.750000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -1491321 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1491584.500000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -1491584 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1491919.750000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1491920 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1492314.750000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1492315 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1492794.125000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1492794 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1493304.375000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1493304 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1493657.000000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1493657 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1493882.125000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1493882 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1494045.625000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1494046 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1494137.500000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1494138 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1494193.125000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1494193 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1494226.125000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1494226 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1494254.500000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1494254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1494271.750000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1494272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1494277.625000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1494278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1494281.125000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1494281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1494287.500000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1494288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1494285.250000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1494285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1494291.000000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1494291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1494293.250000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1494293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1494296.000000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1494296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1494294.125000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1494294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1494296.875000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1494297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1494299.250000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1494299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1494299.875000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1494300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1494298.000000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1494298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1494298.375000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1494298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1494299.000000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1494299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1494295.750000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1494296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1494296.875000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1494297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1494299.125000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -1494299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1494298.875000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -1494299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1494298.875000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -1494299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1494297.750000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -1494298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1494297.750000 Penalty: 4874.826172
	Iteration 45F: 3 clusters Score -1494298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -946317.750000 Penalty: 2262.134277
	Iteration 0F: 2 clusters Score -946317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -939255.312500 Penalty: 4524.268555
	Iteration 0F: 3 clusters Score -939255.3 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -941260.562500 Penalty: 4524.268555
	Iteration 1F: 3 clusters Score -941260.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -941548.375000 Penalty: 4524.268555
	Iteration 2F: 3 clusters Score -941548.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -941745.500000 Penalty: 4524.268555
	Iteration 3Q: 3 clusters Score -941745.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -941907.937500 Penalty: 4524.268555
	Iteration 4Q: 3 clusters Score -941907.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -942037.375000 Penalty: 4524.268555
	Iteration 5Q: 3 clusters Score -942037.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -942174.437500 Penalty: 4524.268555
	Iteration 6Q: 3 clusters Score -942174.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -942316.250000 Penalty: 4524.268555
	Iteration 7Q: 3 clusters Score -942316.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -942457.875000 Penalty: 4524.268555
	Iteration 8Q: 3 clusters Score -942457.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -942587.000000 Penalty: 4524.268555
	Iteration 9Q: 3 clusters Score -942587 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -942744.625000 Penalty: 4524.268555
	Iteration 10Q: 3 clusters Score -942744.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -942911.562500 Penalty: 4524.268555
	Iteration 11Q: 3 clusters Score -942911.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -943120.187500 Penalty: 4524.268555
	Iteration 12Q: 3 clusters Score -943120.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -943379.812500 Penalty: 4524.268555
	Iteration 13Q: 3 clusters Score -943379.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -943612.250000 Penalty: 4524.268555
	Iteration 14Q: 3 clusters Score -943612.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -943866.125000 Penalty: 4524.268555
	Iteration 15Q: 3 clusters Score -943866.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -944086.250000 Penalty: 4524.268555
	Iteration 16Q: 3 clusters Score -944086.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -944250.562500 Penalty: 4524.268555
	Iteration 17Q: 3 clusters Score -944250.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -944404.812500 Penalty: 4524.268555
	Iteration 18Q: 3 clusters Score -944404.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -944504.437500 Penalty: 4524.268555
	Iteration 19Q: 3 clusters Score -944504.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -944576.312500 Penalty: 4524.268555
	Iteration 20F: 3 clusters Score -944576.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -944626.687500 Penalty: 4524.268555
	Iteration 21Q: 3 clusters Score -944626.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -944662.500000 Penalty: 4524.268555
	Iteration 22Q: 3 clusters Score -944662.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -944685.500000 Penalty: 4524.268555
	Iteration 23Q: 3 clusters Score -944685.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -944706.125000 Penalty: 4524.268555
	Iteration 24Q: 3 clusters Score -944706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -944718.437500 Penalty: 4524.268555
	Iteration 25Q: 3 clusters Score -944718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -944726.625000 Penalty: 4524.268555
	Iteration 26Q: 3 clusters Score -944726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -944732.437500 Penalty: 4524.268555
	Iteration 27Q: 3 clusters Score -944732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -944739.250000 Penalty: 4524.268555
	Iteration 28Q: 3 clusters Score -944739.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -944745.562500 Penalty: 4524.268555
	Iteration 29Q: 3 clusters Score -944745.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -944752.500000 Penalty: 4524.268555
	Iteration 30Q: 3 clusters Score -944752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -944756.500000 Penalty: 4524.268555
	Iteration 31Q: 3 clusters Score -944756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -944762.062500 Penalty: 4524.268555
	Iteration 32Q: 3 clusters Score -944762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -944764.625000 Penalty: 4524.268555
	Iteration 33Q: 3 clusters Score -944764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -944768.125000 Penalty: 4524.268555
	Iteration 34Q: 3 clusters Score -944768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -944767.937500 Penalty: 4524.268555
	Iteration 35Q: 3 clusters Score -944767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -944768.625000 Penalty: 4524.268555
	Iteration 36Q: 3 clusters Score -944768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -944769.437500 Penalty: 4524.268555
	Iteration 37Q: 3 clusters Score -944769.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -944769.437500 Penalty: 4524.268555
	Iteration 38F: 3 clusters Score -944769.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1616252.750000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616253 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1621055.500000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1621056 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1621508.875000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1621509 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1621951.625000 Penalty: 4921.173340
	Iteration 3F: 3 clusters Score -1621952 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1622525.375000 Penalty: 4921.173340
	Iteration 4Q: 3 clusters Score -1622525 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1623253.125000 Penalty: 4921.173340
	Iteration 5F: 3 clusters Score -1623253 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1624070.500000 Penalty: 4921.173340
	Iteration 6F: 3 clusters Score -1624070 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1624873.125000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -1624873 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1625848.875000 Penalty: 4921.173340
	Iteration 8F: 3 clusters Score -1625849 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1626989.250000 Penalty: 4921.173340
	Iteration 9F: 3 clusters Score -1626989 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1628161.625000 Penalty: 4921.173340
	Iteration 10F: 3 clusters Score -1628162 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1628976.625000 Penalty: 4921.173340
	Iteration 11F: 3 clusters Score -1628977 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1629489.250000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1629489 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1629791.875000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1629792 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1629973.250000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1629973 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1630064.625000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1630065 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1630128.500000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1630128 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1630183.625000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1630184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1630227.500000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1630228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1630254.250000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1630254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1630284.000000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1630284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1630313.625000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1630314 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1630347.625000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1630348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1630381.250000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1630381 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1630436.375000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1630436 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1630511.875000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1630512 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1630618.625000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1630619 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1630753.375000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1630753 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1630920.250000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1630920 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1631105.375000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1631105 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1631230.000000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1631230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1631306.000000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1631306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1631359.500000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1631360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1631388.125000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1631388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1631397.500000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1631398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1631402.250000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1631402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1631406.000000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1631406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1631417.500000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1631418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1631414.125000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1631414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1631418.125000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1631418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1631418.125000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1631418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1631426.375000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -1631426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1631430.000000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -1631430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1631429.875000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -1631430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1631432.125000 Penalty: 4921.173340
	Iteration 44Q: 3 clusters Score -1631432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1631430.000000 Penalty: 4921.173340
	Iteration 45Q: 3 clusters Score -1631430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1631428.875000 Penalty: 4921.173340
	Iteration 46Q: 3 clusters Score -1631429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1631430.500000 Penalty: 4921.173340
	Iteration 47Q: 3 clusters Score -1631430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1631431.250000 Penalty: 4921.173340
	Iteration 48Q: 3 clusters Score -1631431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1631431.250000 Penalty: 4921.173340
	Iteration 49Q: 3 clusters Score -1631431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1631427.750000 Penalty: 4921.173340
	Iteration 50Q: 3 clusters Score -1631428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1631428.250000 Penalty: 4921.173340
	Iteration 51Q: 3 clusters Score -1631428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1631428.000000 Penalty: 4921.173340
	Iteration 52Q: 3 clusters Score -1631428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1631424.625000 Penalty: 4921.173340
	Iteration 53Q: 3 clusters Score -1631425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1631424.625000 Penalty: 4921.173340
	Iteration 54F: 3 clusters Score -1631425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20560 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143952 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110199 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4179 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 7471 members 
Mstep: Class 32 contains 121678 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79429 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100040 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12023 members 
Mstep: Class 78 contains 12897 members 
Entering Unmasked Estep 
Score: -150797472.000000 Penalty: 278393.843750
Splitting cluster 31 changes total score from -150799056.000000 to -150797472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (121678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121678 members 
Entering Unmasked Estep 
Score: -12016387.000000 Penalty: 2903.864990
	Iteration 0F: 2 clusters Score -1.201639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -11935408.000000 Penalty: 5807.729980
	Iteration 0F: 3 clusters Score -1.193541e+07 nChanged 57816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -11968734.000000 Penalty: 5807.729980
	Iteration 1F: 3 clusters Score -1.196873e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -11969630.000000 Penalty: 5807.729980
	Iteration 2Q: 3 clusters Score -1.196963e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -11970470.000000 Penalty: 5807.729980
	Iteration 3Q: 3 clusters Score -1.197047e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -11971378.000000 Penalty: 5807.729980
	Iteration 4Q: 3 clusters Score -1.197138e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -11972408.000000 Penalty: 5807.729980
	Iteration 5Q: 3 clusters Score -1.197241e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -11973693.000000 Penalty: 5807.729980
	Iteration 6Q: 3 clusters Score -1.197369e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -11975418.000000 Penalty: 5807.729980
	Iteration 7Q: 3 clusters Score -1.197542e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -11977787.000000 Penalty: 5807.729980
	Iteration 8Q: 3 clusters Score -1.197779e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74397 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -11981016.000000 Penalty: 5807.729980
	Iteration 9F: 3 clusters Score -1.198102e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -11985169.000000 Penalty: 5807.729980
	Iteration 10F: 3 clusters Score -1.198517e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -11990284.000000 Penalty: 5807.729980
	Iteration 11F: 3 clusters Score -1.199028e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -11995772.000000 Penalty: 5807.729980
	Iteration 12F: 3 clusters Score -1.199577e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -12000612.000000 Penalty: 5807.729980
	Iteration 13Q: 3 clusters Score -1.200061e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99199 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -12004676.000000 Penalty: 5807.729980
	Iteration 14Q: 3 clusters Score -1.200468e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -12007122.000000 Penalty: 5807.729980
	Iteration 15Q: 3 clusters Score -1.200712e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -12008491.000000 Penalty: 5807.729980
	Iteration 16Q: 3 clusters Score -1.200849e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -12009361.000000 Penalty: 5807.729980
	Iteration 17Q: 3 clusters Score -1.200936e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -12009994.000000 Penalty: 5807.729980
	Iteration 18Q: 3 clusters Score -1.200999e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -12010400.000000 Penalty: 5807.729980
	Iteration 19Q: 3 clusters Score -1.20104e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -12010759.000000 Penalty: 5807.729980
	Iteration 20F: 3 clusters Score -1.201076e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -12011027.000000 Penalty: 5807.729980
	Iteration 21Q: 3 clusters Score -1.201103e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -12011218.000000 Penalty: 5807.729980
	Iteration 22Q: 3 clusters Score -1.201122e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -12011468.000000 Penalty: 5807.729980
	Iteration 23Q: 3 clusters Score -1.201147e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -12011709.000000 Penalty: 5807.729980
	Iteration 24Q: 3 clusters Score -1.201171e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -12012013.000000 Penalty: 5807.729980
	Iteration 25Q: 3 clusters Score -1.201201e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -12012270.000000 Penalty: 5807.729980
	Iteration 26Q: 3 clusters Score -1.201227e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -12012472.000000 Penalty: 5807.729980
	Iteration 27Q: 3 clusters Score -1.201247e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -12012663.000000 Penalty: 5807.729980
	Iteration 28Q: 3 clusters Score -1.201266e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115159 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -12012884.000000 Penalty: 5807.729980
	Iteration 29Q: 3 clusters Score -1.201288e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -12013106.000000 Penalty: 5807.729980
	Iteration 30Q: 3 clusters Score -1.201311e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -12013217.000000 Penalty: 5807.729980
	Iteration 31Q: 3 clusters Score -1.201322e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116570 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -12013317.000000 Penalty: 5807.729980
	Iteration 32Q: 3 clusters Score -1.201332e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -12013393.000000 Penalty: 5807.729980
	Iteration 33Q: 3 clusters Score -1.201339e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -12013521.000000 Penalty: 5807.729980
	Iteration 34Q: 3 clusters Score -1.201352e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -12013579.000000 Penalty: 5807.729980
	Iteration 35Q: 3 clusters Score -1.201358e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -12013646.000000 Penalty: 5807.729980
	Iteration 36Q: 3 clusters Score -1.201365e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117978 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -12013694.000000 Penalty: 5807.729980
	Iteration 37Q: 3 clusters Score -1.201369e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118178 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -12013716.000000 Penalty: 5807.729980
	Iteration 38Q: 3 clusters Score -1.201372e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -12013774.000000 Penalty: 5807.729980
	Iteration 39Q: 3 clusters Score -1.201377e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -12013860.000000 Penalty: 5807.729980
	Iteration 40F: 3 clusters Score -1.201386e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118678 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -12013862.000000 Penalty: 5807.729980
	Iteration 41Q: 3 clusters Score -1.201386e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118814 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12013894.000000 Penalty: 5807.729980
	Iteration 42Q: 3 clusters Score -1.201389e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -12013931.000000 Penalty: 5807.729980
	Iteration 43Q: 3 clusters Score -1.201393e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -12013972.000000 Penalty: 5807.729980
	Iteration 44Q: 3 clusters Score -1.201397e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12013982.000000 Penalty: 5807.729980
	Iteration 45Q: 3 clusters Score -1.201398e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12014014.000000 Penalty: 5807.729980
	Iteration 46Q: 3 clusters Score -1.201401e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12014049.000000 Penalty: 5807.729980
	Iteration 47Q: 3 clusters Score -1.201405e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -12014054.000000 Penalty: 5807.729980
	Iteration 48Q: 3 clusters Score -1.201405e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12014072.000000 Penalty: 5807.729980
	Iteration 49Q: 3 clusters Score -1.201407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12014084.000000 Penalty: 5807.729980
	Iteration 50Q: 3 clusters Score -1.201408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12014096.000000 Penalty: 5807.729980
	Iteration 51Q: 3 clusters Score -1.20141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119460 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -12014109.000000 Penalty: 5807.729980
	Iteration 52Q: 3 clusters Score -1.201411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119482 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -12014114.000000 Penalty: 5807.729980
	Iteration 53Q: 3 clusters Score -1.201411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -12014125.000000 Penalty: 5807.729980
	Iteration 54Q: 3 clusters Score -1.201412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12014137.000000 Penalty: 5807.729980
	Iteration 55Q: 3 clusters Score -1.201414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -12014140.000000 Penalty: 5807.729980
	Iteration 56Q: 3 clusters Score -1.201414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -12014140.000000 Penalty: 5807.729980
	Iteration 57Q: 3 clusters Score -1.201414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -12014146.000000 Penalty: 5807.729980
	Iteration 58Q: 3 clusters Score -1.201415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119608 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -12014152.000000 Penalty: 5807.729980
	Iteration 59Q: 3 clusters Score -1.201415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12014143.000000 Penalty: 5807.729980
	Iteration 60F: 3 clusters Score -1.201414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -12014162.000000 Penalty: 5807.729980
	Iteration 61Q: 3 clusters Score -1.201416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -12014173.000000 Penalty: 5807.729980
	Iteration 62Q: 3 clusters Score -1.201417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12014174.000000 Penalty: 5807.729980
	Iteration 63Q: 3 clusters Score -1.201417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -12014171.000000 Penalty: 5807.729980
	Iteration 64Q: 3 clusters Score -1.201417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -12014183.000000 Penalty: 5807.729980
	Iteration 65Q: 3 clusters Score -1.201418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12014177.000000 Penalty: 5807.729980
	Iteration 66Q: 3 clusters Score -1.201418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -12014174.000000 Penalty: 5807.729980
	Iteration 67Q: 3 clusters Score -1.201417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12014173.000000 Penalty: 5807.729980
	Iteration 68Q: 3 clusters Score -1.201417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12014173.000000 Penalty: 5807.729980
	Iteration 69F: 3 clusters Score -1.201417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Entering Unmasked Estep 
Score: -10016376.000000 Penalty: 2908.008545
	Iteration 0F: 2 clusters Score -1.001638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -9933917.000000 Penalty: 5816.017090
	Iteration 0F: 3 clusters Score -9933917 nChanged 58728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -9967493.000000 Penalty: 5816.017090
	Iteration 1F: 3 clusters Score -9967493 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -9968307.000000 Penalty: 5816.017090
	Iteration 2Q: 3 clusters Score -9968307 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -9969179.000000 Penalty: 5816.017090
	Iteration 3Q: 3 clusters Score -9969179 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -9970302.000000 Penalty: 5816.017090
	Iteration 4Q: 3 clusters Score -9970302 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -9971874.000000 Penalty: 5816.017090
	Iteration 5Q: 3 clusters Score -9971874 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -9974127.000000 Penalty: 5816.017090
	Iteration 6Q: 3 clusters Score -9974127 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -9977485.000000 Penalty: 5816.017090
	Iteration 7F: 3 clusters Score -9977485 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -9982760.000000 Penalty: 5816.017090
	Iteration 8F: 3 clusters Score -9982760 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -9989495.000000 Penalty: 5816.017090
	Iteration 9F: 3 clusters Score -9989495 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -9996199.000000 Penalty: 5816.017090
	Iteration 10F: 3 clusters Score -9996199 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -10001561.000000 Penalty: 5816.017090
	Iteration 11F: 3 clusters Score -1.000156e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -10005412.000000 Penalty: 5816.017090
	Iteration 12Q: 3 clusters Score -1.000541e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -10008135.000000 Penalty: 5816.017090
	Iteration 13Q: 3 clusters Score -1.000814e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -10010134.000000 Penalty: 5816.017090
	Iteration 14Q: 3 clusters Score -1.001013e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118570 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -10011511.000000 Penalty: 5816.017090
	Iteration 15Q: 3 clusters Score -1.001151e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119551 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -10012488.000000 Penalty: 5816.017090
	Iteration 16Q: 3 clusters Score -1.001249e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120138 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -10013054.000000 Penalty: 5816.017090
	Iteration 17Q: 3 clusters Score -1.001305e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -10013361.000000 Penalty: 5816.017090
	Iteration 18Q: 3 clusters Score -1.001336e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -10013545.000000 Penalty: 5816.017090
	Iteration 19Q: 3 clusters Score -1.001354e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120983 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -10013678.000000 Penalty: 5816.017090
	Iteration 20F: 3 clusters Score -1.001368e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -10013749.000000 Penalty: 5816.017090
	Iteration 21Q: 3 clusters Score -1.001375e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -10013830.000000 Penalty: 5816.017090
	Iteration 22Q: 3 clusters Score -1.001383e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121344 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -10013890.000000 Penalty: 5816.017090
	Iteration 23Q: 3 clusters Score -1.001389e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121419 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10013909.000000 Penalty: 5816.017090
	Iteration 24Q: 3 clusters Score -1.001391e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10013933.000000 Penalty: 5816.017090
	Iteration 25Q: 3 clusters Score -1.001393e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10013977.000000 Penalty: 5816.017090
	Iteration 26Q: 3 clusters Score -1.001398e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10013965.000000 Penalty: 5816.017090
	Iteration 27Q: 3 clusters Score -1.001396e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10013996.000000 Penalty: 5816.017090
	Iteration 28Q: 3 clusters Score -1.0014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10013990.000000 Penalty: 5816.017090
	Iteration 29Q: 3 clusters Score -1.001399e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121743 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10014002.000000 Penalty: 5816.017090
	Iteration 30Q: 3 clusters Score -1.0014e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -10014023.000000 Penalty: 5816.017090
	Iteration 31Q: 3 clusters Score -1.001402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10014038.000000 Penalty: 5816.017090
	Iteration 32Q: 3 clusters Score -1.001404e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121866 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10014069.000000 Penalty: 5816.017090
	Iteration 33Q: 3 clusters Score -1.001407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121895 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10014073.000000 Penalty: 5816.017090
	Iteration 34Q: 3 clusters Score -1.001407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121920 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10014077.000000 Penalty: 5816.017090
	Iteration 35Q: 3 clusters Score -1.001408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10014086.000000 Penalty: 5816.017090
	Iteration 36Q: 3 clusters Score -1.001409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10014098.000000 Penalty: 5816.017090
	Iteration 37Q: 3 clusters Score -1.00141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10014103.000000 Penalty: 5816.017090
	Iteration 38Q: 3 clusters Score -1.00141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122004 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10014122.000000 Penalty: 5816.017090
	Iteration 39Q: 3 clusters Score -1.001412e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10014128.000000 Penalty: 5816.017090
	Iteration 40F: 3 clusters Score -1.001413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122029 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10014123.000000 Penalty: 5816.017090
	Iteration 41Q: 3 clusters Score -1.001412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10014135.000000 Penalty: 5816.017090
	Iteration 42Q: 3 clusters Score -1.001414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122040 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10014139.000000 Penalty: 5816.017090
	Iteration 43Q: 3 clusters Score -1.001414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122043 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10014144.000000 Penalty: 5816.017090
	Iteration 44Q: 3 clusters Score -1.001414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10014142.000000 Penalty: 5816.017090
	Iteration 45Q: 3 clusters Score -1.001414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122046 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10014141.000000 Penalty: 5816.017090
	Iteration 46Q: 3 clusters Score -1.001414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122048 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10014143.000000 Penalty: 5816.017090
	Iteration 47Q: 3 clusters Score -1.001414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10014149.000000 Penalty: 5816.017090
	Iteration 48Q: 3 clusters Score -1.001415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10014146.000000 Penalty: 5816.017090
	Iteration 49Q: 3 clusters Score -1.001415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -10014148.000000 Penalty: 5816.017090
	Iteration 50Q: 3 clusters Score -1.001415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122059 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10014134.000000 Penalty: 5816.017090
	Iteration 51Q: 3 clusters Score -1.001413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122060 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10014140.000000 Penalty: 5816.017090
	Iteration 52Q: 3 clusters Score -1.001414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -10014150.000000 Penalty: 5816.017090
	Iteration 53Q: 3 clusters Score -1.001415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10014145.000000 Penalty: 5816.017090
	Iteration 54Q: 3 clusters Score -1.001414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10014145.000000 Penalty: 5816.017090
	Iteration 55F: 3 clusters Score -1.001414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -53426.050781 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -53426.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51766.933594 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -51766.93 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51960.222656 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -51960.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52048.750000 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -52048.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52120.316406 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -52120.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52151.019531 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -52151.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52177.000000 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -52177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52192.718750 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -52192.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52215.851562 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -52215.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52220.281250 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -52220.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52224.570312 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -52224.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52230.617188 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -52230.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52231.910156 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -52231.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52237.039062 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -52237.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52240.187500 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -52240.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52242.546875 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -52242.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52242.546875 Penalty: 3215.621338
	Iteration 15F: 3 clusters Score -52242.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -440404.656250 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440404.7 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -441490.218750 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441490.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -441700.812500 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441700.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -441813.875000 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441813.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -441880.593750 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441880.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -441932.156250 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -441932.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -441979.843750 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -441979.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -442007.718750 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442007.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -442032.562500 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442032.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -442052.562500 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442052.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -442069.875000 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442069.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -442082.062500 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442082.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -442092.312500 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442092.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -442102.062500 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442102.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -442112.218750 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442112.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -442123.312500 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442123.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -442130.656250 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442130.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -442137.812500 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442137.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -442143.750000 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442143.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -442149.687500 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -442153.062500 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -442156.000000 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -442158.312500 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -442161.062500 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -442165.281250 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -442165.906250 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -442169.312500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442169.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -442170.750000 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -442172.625000 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -442172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -442173.687500 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -442173.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -442175.500000 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -442175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -442176.718750 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -442176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -442176.625000 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -442176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -442179.062500 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -442179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -442179.468750 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -442179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -442179.500000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -442179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -442179.781250 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -442179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -442180.406250 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -442180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -442180.406250 Penalty: 4246.834473
	Iteration 38F: 3 clusters Score -442180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (79429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Entering Unmasked Estep 
Score: -8499158.000000 Penalty: 2798.089355
	Iteration 0F: 2 clusters Score -8499158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8446996.000000 Penalty: 5596.178711
	Iteration 0F: 3 clusters Score -8446996 nChanged 37470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -8468353.000000 Penalty: 5596.178711
	Iteration 1F: 3 clusters Score -8468353 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8469195.000000 Penalty: 5596.178711
	Iteration 2Q: 3 clusters Score -8469195 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8470306.000000 Penalty: 5596.178711
	Iteration 3Q: 3 clusters Score -8470306 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -8471981.000000 Penalty: 5596.178711
	Iteration 4Q: 3 clusters Score -8471981 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -8474956.000000 Penalty: 5596.178711
	Iteration 5F: 3 clusters Score -8474956 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -8479541.000000 Penalty: 5596.178711
	Iteration 6F: 3 clusters Score -8479541 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -8485441.000000 Penalty: 5596.178711
	Iteration 7F: 3 clusters Score -8485441 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -8490713.000000 Penalty: 5596.178711
	Iteration 8F: 3 clusters Score -8490713 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -8494122.000000 Penalty: 5596.178711
	Iteration 9Q: 3 clusters Score -8494122 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -8495659.000000 Penalty: 5596.178711
	Iteration 10Q: 3 clusters Score -8495659 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -8496186.000000 Penalty: 5596.178711
	Iteration 11Q: 3 clusters Score -8496186 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -8496411.000000 Penalty: 5596.178711
	Iteration 12Q: 3 clusters Score -8496411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -8496486.000000 Penalty: 5596.178711
	Iteration 13Q: 3 clusters Score -8496486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -8496550.000000 Penalty: 5596.178711
	Iteration 14Q: 3 clusters Score -8496550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -8496567.000000 Penalty: 5596.178711
	Iteration 15Q: 3 clusters Score -8496567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -8496587.000000 Penalty: 5596.178711
	Iteration 16Q: 3 clusters Score -8496587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -8496588.000000 Penalty: 5596.178711
	Iteration 17Q: 3 clusters Score -8496588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -8496589.000000 Penalty: 5596.178711
	Iteration 18Q: 3 clusters Score -8496589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -8496592.000000 Penalty: 5596.178711
	Iteration 19Q: 3 clusters Score -8496592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -8496592.000000 Penalty: 5596.178711
	Iteration 20F: 3 clusters Score -8496592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -8496593.000000 Penalty: 5596.178711
	Iteration 21Q: 3 clusters Score -8496593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -8496597.000000 Penalty: 5596.178711
	Iteration 22Q: 3 clusters Score -8496597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -8496602.000000 Penalty: 5596.178711
	Iteration 23Q: 3 clusters Score -8496602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -8496597.000000 Penalty: 5596.178711
	Iteration 24Q: 3 clusters Score -8496597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -8496597.000000 Penalty: 5596.178711
	Iteration 25F: 3 clusters Score -8496597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -3068729.000000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -3068729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3042752.250000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -3042752 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3052463.250000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -3052463 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3053075.250000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -3053075 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3053716.750000 Penalty: 5232.430176
	Iteration 3Q: 3 clusters Score -3053717 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3054513.000000 Penalty: 5232.430176
	Iteration 4Q: 3 clusters Score -3054513 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3055468.750000 Penalty: 5232.430176
	Iteration 5F: 3 clusters Score -3055469 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3056562.250000 Penalty: 5232.430176
	Iteration 6F: 3 clusters Score -3056562 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3057796.250000 Penalty: 5232.430176
	Iteration 7F: 3 clusters Score -3057796 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3059091.000000 Penalty: 5232.430176
	Iteration 8F: 3 clusters Score -3059091 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3060331.500000 Penalty: 5232.430176
	Iteration 9Q: 3 clusters Score -3060332 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3061721.500000 Penalty: 5232.430176
	Iteration 10Q: 3 clusters Score -3061722 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3062959.750000 Penalty: 5232.430176
	Iteration 11Q: 3 clusters Score -3062960 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3063828.750000 Penalty: 5232.430176
	Iteration 12Q: 3 clusters Score -3063829 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3064384.000000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -3064384 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3064752.500000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -3064752 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3065025.500000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -3065026 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3065245.750000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -3065246 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3065399.750000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -3065400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3065513.250000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -3065513 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3065592.250000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -3065592 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3065648.000000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -3065648 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3065712.500000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -3065712 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3065745.250000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -3065745 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3065775.500000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -3065776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3065798.500000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -3065798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3065819.750000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -3065820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3065833.000000 Penalty: 5232.430176
	Iteration 26Q: 3 clusters Score -3065833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3065839.000000 Penalty: 5232.430176
	Iteration 27Q: 3 clusters Score -3065839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3065858.750000 Penalty: 5232.430176
	Iteration 28Q: 3 clusters Score -3065859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3065880.750000 Penalty: 5232.430176
	Iteration 29Q: 3 clusters Score -3065881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3065888.000000 Penalty: 5232.430176
	Iteration 30Q: 3 clusters Score -3065888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3065895.000000 Penalty: 5232.430176
	Iteration 31Q: 3 clusters Score -3065895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3065912.000000 Penalty: 5232.430176
	Iteration 32Q: 3 clusters Score -3065912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3065919.750000 Penalty: 5232.430176
	Iteration 33Q: 3 clusters Score -3065920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3065931.750000 Penalty: 5232.430176
	Iteration 34Q: 3 clusters Score -3065932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3065941.000000 Penalty: 5232.430176
	Iteration 35Q: 3 clusters Score -3065941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3065944.000000 Penalty: 5232.430176
	Iteration 36Q: 3 clusters Score -3065944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3065949.500000 Penalty: 5232.430176
	Iteration 37Q: 3 clusters Score -3065950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3065949.000000 Penalty: 5232.430176
	Iteration 38Q: 3 clusters Score -3065949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3065958.250000 Penalty: 5232.430176
	Iteration 39Q: 3 clusters Score -3065958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3065953.750000 Penalty: 5232.430176
	Iteration 40F: 3 clusters Score -3065954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3065956.000000 Penalty: 5232.430176
	Iteration 41Q: 3 clusters Score -3065956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3065967.500000 Penalty: 5232.430176
	Iteration 42Q: 3 clusters Score -3065968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3065960.250000 Penalty: 5232.430176
	Iteration 43Q: 3 clusters Score -3065960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3065965.250000 Penalty: 5232.430176
	Iteration 44Q: 3 clusters Score -3065965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3065960.750000 Penalty: 5232.430176
	Iteration 45Q: 3 clusters Score -3065961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3065971.000000 Penalty: 5232.430176
	Iteration 46Q: 3 clusters Score -3065971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3065977.500000 Penalty: 5232.430176
	Iteration 47Q: 3 clusters Score -3065978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3065982.000000 Penalty: 5232.430176
	Iteration 48Q: 3 clusters Score -3065982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3065983.250000 Penalty: 5232.430176
	Iteration 49Q: 3 clusters Score -3065983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3065983.500000 Penalty: 5232.430176
	Iteration 50Q: 3 clusters Score -3065984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3065992.500000 Penalty: 5232.430176
	Iteration 51Q: 3 clusters Score -3065992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3065995.250000 Penalty: 5232.430176
	Iteration 52Q: 3 clusters Score -3065995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3065997.750000 Penalty: 5232.430176
	Iteration 53Q: 3 clusters Score -3065998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3065993.000000 Penalty: 5232.430176
	Iteration 54Q: 3 clusters Score -3065993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3065996.250000 Penalty: 5232.430176
	Iteration 55Q: 3 clusters Score -3065996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3065995.750000 Penalty: 5232.430176
	Iteration 56Q: 3 clusters Score -3065996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3065992.000000 Penalty: 5232.430176
	Iteration 57Q: 3 clusters Score -3065992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3065992.500000 Penalty: 5232.430176
	Iteration 58Q: 3 clusters Score -3065992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3065994.750000 Penalty: 5232.430176
	Iteration 59Q: 3 clusters Score -3065995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3065989.750000 Penalty: 5232.430176
	Iteration 60F: 3 clusters Score -3065990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3065998.250000 Penalty: 5232.430176
	Iteration 61Q: 3 clusters Score -3065998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3066001.500000 Penalty: 5232.430176
	Iteration 62Q: 3 clusters Score -3066002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3066010.500000 Penalty: 5232.430176
	Iteration 63Q: 3 clusters Score -3066010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3066005.500000 Penalty: 5232.430176
	Iteration 64Q: 3 clusters Score -3066006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3066016.000000 Penalty: 5232.430176
	Iteration 65Q: 3 clusters Score -3066016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3066015.750000 Penalty: 5232.430176
	Iteration 66Q: 3 clusters Score -3066016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3066014.750000 Penalty: 5232.430176
	Iteration 67Q: 3 clusters Score -3066015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3066016.000000 Penalty: 5232.430176
	Iteration 68Q: 3 clusters Score -3066016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3066019.750000 Penalty: 5232.430176
	Iteration 69Q: 3 clusters Score -3066020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3066016.750000 Penalty: 5232.430176
	Iteration 70Q: 3 clusters Score -3066017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3066016.250000 Penalty: 5232.430176
	Iteration 71Q: 3 clusters Score -3066016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3066017.000000 Penalty: 5232.430176
	Iteration 72Q: 3 clusters Score -3066017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3066018.250000 Penalty: 5232.430176
	Iteration 73Q: 3 clusters Score -3066018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3066018.000000 Penalty: 5232.430176
	Iteration 74Q: 3 clusters Score -3066018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3066014.500000 Penalty: 5232.430176
	Iteration 75Q: 3 clusters Score -3066014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3066013.250000 Penalty: 5232.430176
	Iteration 76Q: 3 clusters Score -3066013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3066017.500000 Penalty: 5232.430176
	Iteration 77Q: 3 clusters Score -3066018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3066014.750000 Penalty: 5232.430176
	Iteration 78Q: 3 clusters Score -3066015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3066015.000000 Penalty: 5232.430176
	Iteration 79Q: 3 clusters Score -3066015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3066018.500000 Penalty: 5232.430176
	Iteration 80F: 3 clusters Score -3066018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3066016.500000 Penalty: 5232.430176
	Iteration 81Q: 3 clusters Score -3066016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3066015.250000 Penalty: 5232.430176
	Iteration 82Q: 3 clusters Score -3066015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3066022.500000 Penalty: 5232.430176
	Iteration 83Q: 3 clusters Score -3066022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3066021.750000 Penalty: 5232.430176
	Iteration 84Q: 3 clusters Score -3066022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3066026.000000 Penalty: 5232.430176
	Iteration 85Q: 3 clusters Score -3066026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3066025.500000 Penalty: 5232.430176
	Iteration 86Q: 3 clusters Score -3066026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3066027.000000 Penalty: 5232.430176
	Iteration 87Q: 3 clusters Score -3066027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3066026.500000 Penalty: 5232.430176
	Iteration 88Q: 3 clusters Score -3066026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3066031.000000 Penalty: 5232.430176
	Iteration 89Q: 3 clusters Score -3066031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3066032.750000 Penalty: 5232.430176
	Iteration 90Q: 3 clusters Score -3066033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3066032.750000 Penalty: 5232.430176
	Iteration 91F: 3 clusters Score -3066033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -293977.562500 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -293977.6 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -294833.312500 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294833.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -295123.125000 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295123.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -295359.187500 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -295359.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -295553.718750 Penalty: 4085.527100
	Iteration 4F: 3 clusters Score -295553.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -295713.375000 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295713.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -295848.281250 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295848.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -295937.031250 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295937 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -296007.031250 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -296007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -296052.875000 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -296052.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -296084.781250 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -296084.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -296106.656250 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -296106.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -296125.531250 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -296125.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -296140.031250 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -296140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -296153.968750 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -296154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -296166.500000 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -296166.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -296176.343750 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -296176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -296180.843750 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -296180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -296186.375000 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -296186.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -296197.468750 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -296197.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -296207.312500 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -296207.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -296214.937500 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -296214.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -296221.062500 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -296221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -296224.625000 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -296224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -296227.781250 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -296227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -296230.906250 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -296230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -296231.500000 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -296231.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -296234.468750 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -296234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -296237.562500 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -296237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -296239.875000 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -296239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -296242.781250 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -296242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -296247.031250 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -296247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -296252.375000 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -296252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -296256.125000 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -296256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -296259.062500 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -296259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -296261.562500 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -296261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -296262.406250 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -296262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -296263.937500 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -296263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -296263.843750 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -296263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -296263.843750 Penalty: 4085.527100
	Iteration 39F: 3 clusters Score -296263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -2681179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2658073.250000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -2658073 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2666471.000000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -2666471 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2667048.000000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -2667048 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2667621.000000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -2667621 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2668206.750000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -2668207 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2668835.500000 Penalty: 5175.102539
	Iteration 5Q: 3 clusters Score -2668836 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2669365.500000 Penalty: 5175.102539
	Iteration 6Q: 3 clusters Score -2669366 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2669872.500000 Penalty: 5175.102539
	Iteration 7Q: 3 clusters Score -2669872 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2670401.500000 Penalty: 5175.102539
	Iteration 8Q: 3 clusters Score -2670402 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2670879.250000 Penalty: 5175.102539
	Iteration 9Q: 3 clusters Score -2670879 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2671397.000000 Penalty: 5175.102539
	Iteration 10Q: 3 clusters Score -2671397 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2672007.000000 Penalty: 5175.102539
	Iteration 11Q: 3 clusters Score -2672007 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2672754.750000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -2672755 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2673596.250000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -2673596 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2674463.000000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -2674463 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2675169.750000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -2675170 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2675615.000000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -2675615 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2675857.750000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -2675858 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2676023.000000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -2676023 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2676119.750000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -2676120 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2676196.500000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -2676196 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2676281.250000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -2676281 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2676348.250000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -2676348 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2676417.750000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -2676418 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2676481.250000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -2676481 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2676529.750000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -2676530 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2676570.250000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -2676570 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2676642.500000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -2676642 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2676702.250000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -2676702 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2676759.250000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -2676759 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2676815.500000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -2676816 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2676866.500000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -2676866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2676908.750000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -2676909 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2676935.750000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -2676936 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2676986.750000 Penalty: 5175.102539
	Iteration 34Q: 3 clusters Score -2676987 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2677038.500000 Penalty: 5175.102539
	Iteration 35Q: 3 clusters Score -2677038 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2677099.250000 Penalty: 5175.102539
	Iteration 36Q: 3 clusters Score -2677099 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2677162.500000 Penalty: 5175.102539
	Iteration 37Q: 3 clusters Score -2677162 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2677228.500000 Penalty: 5175.102539
	Iteration 38Q: 3 clusters Score -2677228 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2677288.000000 Penalty: 5175.102539
	Iteration 39Q: 3 clusters Score -2677288 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2677360.000000 Penalty: 5175.102539
	Iteration 40F: 3 clusters Score -2677360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2677422.250000 Penalty: 5175.102539
	Iteration 41Q: 3 clusters Score -2677422 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2677467 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2677531.000000 Penalty: 5175.102539
	Iteration 43Q: 3 clusters Score -2677531 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2677621.750000 Penalty: 5175.102539
	Iteration 44Q: 3 clusters Score -2677622 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2677687 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2677764 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2677845.000000 Penalty: 5175.102539
	Iteration 47Q: 3 clusters Score -2677845 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2677920 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2677984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2678029.750000 Penalty: 5175.102539
	Iteration 50Q: 3 clusters Score -2678030 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2678084 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2678131.750000 Penalty: 5175.102539
	Iteration 52Q: 3 clusters Score -2678132 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2678173.750000 Penalty: 5175.102539
	Iteration 53Q: 3 clusters Score -2678174 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2678216.750000 Penalty: 5175.102539
	Iteration 54Q: 3 clusters Score -2678217 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2678271.500000 Penalty: 5175.102539
	Iteration 55Q: 3 clusters Score -2678272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2678292.250000 Penalty: 5175.102539
	Iteration 56Q: 3 clusters Score -2678292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2678322.250000 Penalty: 5175.102539
	Iteration 57Q: 3 clusters Score -2678322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2678357.250000 Penalty: 5175.102539
	Iteration 58Q: 3 clusters Score -2678357 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2678399.250000 Penalty: 5175.102539
	Iteration 59Q: 3 clusters Score -2678399 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2678450.000000 Penalty: 5175.102539
	Iteration 60F: 3 clusters Score -2678450 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2678495.500000 Penalty: 5175.102539
	Iteration 61Q: 3 clusters Score -2678496 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2678533.250000 Penalty: 5175.102539
	Iteration 62Q: 3 clusters Score -2678533 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2678590 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2678626 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2678671.750000 Penalty: 5175.102539
	Iteration 65Q: 3 clusters Score -2678672 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2678711.750000 Penalty: 5175.102539
	Iteration 66Q: 3 clusters Score -2678712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2678740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2678773.000000 Penalty: 5175.102539
	Iteration 68Q: 3 clusters Score -2678773 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2678810 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2678851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2678898 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2678956.750000 Penalty: 5175.102539
	Iteration 72Q: 3 clusters Score -2678957 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2679003.000000 Penalty: 5175.102539
	Iteration 73Q: 3 clusters Score -2679003 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2679020.500000 Penalty: 5175.102539
	Iteration 74Q: 3 clusters Score -2679020 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2679060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2679087 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2679124.000000 Penalty: 5175.102539
	Iteration 77Q: 3 clusters Score -2679124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2679148.000000 Penalty: 5175.102539
	Iteration 78Q: 3 clusters Score -2679148 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2679177.750000 Penalty: 5175.102539
	Iteration 79Q: 3 clusters Score -2679178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2679208.000000 Penalty: 5175.102539
	Iteration 80F: 3 clusters Score -2679208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2679215.500000 Penalty: 5175.102539
	Iteration 81Q: 3 clusters Score -2679216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2679240.250000 Penalty: 5175.102539
	Iteration 82Q: 3 clusters Score -2679240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2679257.500000 Penalty: 5175.102539
	Iteration 83Q: 3 clusters Score -2679258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2679278.500000 Penalty: 5175.102539
	Iteration 84Q: 3 clusters Score -2679278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2679291.500000 Penalty: 5175.102539
	Iteration 85Q: 3 clusters Score -2679292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2679301.500000 Penalty: 5175.102539
	Iteration 86Q: 3 clusters Score -2679302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2679314.000000 Penalty: 5175.102539
	Iteration 87Q: 3 clusters Score -2679314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2679311.500000 Penalty: 5175.102539
	Iteration 88Q: 3 clusters Score -2679312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2679323.250000 Penalty: 5175.102539
	Iteration 89Q: 3 clusters Score -2679323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2679327.250000 Penalty: 5175.102539
	Iteration 90Q: 3 clusters Score -2679327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2679338.250000 Penalty: 5175.102539
	Iteration 91Q: 3 clusters Score -2679338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2679336.750000 Penalty: 5175.102539
	Iteration 92Q: 3 clusters Score -2679337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2679341.250000 Penalty: 5175.102539
	Iteration 93Q: 3 clusters Score -2679341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2679340.000000 Penalty: 5175.102539
	Iteration 94Q: 3 clusters Score -2679340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2679352.250000 Penalty: 5175.102539
	Iteration 95Q: 3 clusters Score -2679352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2679358.750000 Penalty: 5175.102539
	Iteration 96Q: 3 clusters Score -2679359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2679361.750000 Penalty: 5175.102539
	Iteration 97Q: 3 clusters Score -2679362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2679371.000000 Penalty: 5175.102539
	Iteration 98Q: 3 clusters Score -2679371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2679367.500000 Penalty: 5175.102539
	Iteration 99Q: 3 clusters Score -2679368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2679373.250000 Penalty: 5175.102539
	Iteration 100F: 3 clusters Score -2679373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2679375.250000 Penalty: 5175.102539
	Iteration 101Q: 3 clusters Score -2679375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2679387.750000 Penalty: 5175.102539
	Iteration 102Q: 3 clusters Score -2679388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2679385.500000 Penalty: 5175.102539
	Iteration 103Q: 3 clusters Score -2679386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2679385.750000 Penalty: 5175.102539
	Iteration 104Q: 3 clusters Score -2679386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2679392.750000 Penalty: 5175.102539
	Iteration 105Q: 3 clusters Score -2679393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2679396.500000 Penalty: 5175.102539
	Iteration 106Q: 3 clusters Score -2679396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2679399.500000 Penalty: 5175.102539
	Iteration 107Q: 3 clusters Score -2679400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2679404.750000 Penalty: 5175.102539
	Iteration 108Q: 3 clusters Score -2679405 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2679412.250000 Penalty: 5175.102539
	Iteration 109Q: 3 clusters Score -2679412 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2679416.000000 Penalty: 5175.102539
	Iteration 110Q: 3 clusters Score -2679416 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2679417.750000 Penalty: 5175.102539
	Iteration 111Q: 3 clusters Score -2679418 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2679420.000000 Penalty: 5175.102539
	Iteration 112Q: 3 clusters Score -2679420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2679421.500000 Penalty: 5175.102539
	Iteration 113Q: 3 clusters Score -2679422 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30154 members 
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Entering Unmasked Estep 
Score: -2679433.750000 Penalty: 5175.102539
	Iteration 114Q: 3 clusters Score -2679434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2679431.750000 Penalty: 5175.102539
	Iteration 115Q: 3 clusters Score -2679432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2679435.250000 Penalty: 5175.102539
	Iteration 116Q: 3 clusters Score -2679435 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2679439.000000 Penalty: 5175.102539
	Iteration 117Q: 3 clusters Score -2679439 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2679446.000000 Penalty: 5175.102539
	Iteration 118Q: 3 clusters Score -2679446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2679461.500000 Penalty: 5175.102539
	Iteration 119Q: 3 clusters Score -2679462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2679468.750000 Penalty: 5175.102539
	Iteration 120F: 3 clusters Score -2679469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2679476.750000 Penalty: 5175.102539
	Iteration 121Q: 3 clusters Score -2679477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2679491.500000 Penalty: 5175.102539
	Iteration 122Q: 3 clusters Score -2679492 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2679508.500000 Penalty: 5175.102539
	Iteration 123Q: 3 clusters Score -2679508 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2679517.000000 Penalty: 5175.102539
	Iteration 124Q: 3 clusters Score -2679517 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2679539.750000 Penalty: 5175.102539
	Iteration 125Q: 3 clusters Score -2679540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2679555.250000 Penalty: 5175.102539
	Iteration 126Q: 3 clusters Score -2679555 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2679575.000000 Penalty: 5175.102539
	Iteration 127Q: 3 clusters Score -2679575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2679580.500000 Penalty: 5175.102539
	Iteration 128Q: 3 clusters Score -2679580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2679596.750000 Penalty: 5175.102539
	Iteration 129Q: 3 clusters Score -2679597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2679602.000000 Penalty: 5175.102539
	Iteration 130Q: 3 clusters Score -2679602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2679605.500000 Penalty: 5175.102539
	Iteration 131Q: 3 clusters Score -2679606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2679618.750000 Penalty: 5175.102539
	Iteration 132Q: 3 clusters Score -2679619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2679628.750000 Penalty: 5175.102539
	Iteration 133Q: 3 clusters Score -2679629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2679643.500000 Penalty: 5175.102539
	Iteration 134Q: 3 clusters Score -2679644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2679665.250000 Penalty: 5175.102539
	Iteration 135Q: 3 clusters Score -2679665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2679670.250000 Penalty: 5175.102539
	Iteration 136Q: 3 clusters Score -2679670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2679675.500000 Penalty: 5175.102539
	Iteration 137Q: 3 clusters Score -2679676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2679695.750000 Penalty: 5175.102539
	Iteration 138Q: 3 clusters Score -2679696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2679705.000000 Penalty: 5175.102539
	Iteration 139Q: 3 clusters Score -2679705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2679714.750000 Penalty: 5175.102539
	Iteration 140F: 3 clusters Score -2679715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2679728.750000 Penalty: 5175.102539
	Iteration 141Q: 3 clusters Score -2679729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2679730.250000 Penalty: 5175.102539
	Iteration 142Q: 3 clusters Score -2679730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2679732.000000 Penalty: 5175.102539
	Iteration 143Q: 3 clusters Score -2679732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2679738.750000 Penalty: 5175.102539
	Iteration 144Q: 3 clusters Score -2679739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2679739.500000 Penalty: 5175.102539
	Iteration 145Q: 3 clusters Score -2679740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2679732.500000 Penalty: 5175.102539
	Iteration 146Q: 3 clusters Score -2679732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2679741.000000 Penalty: 5175.102539
	Iteration 147Q: 3 clusters Score -2679741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2679746.750000 Penalty: 5175.102539
	Iteration 148Q: 3 clusters Score -2679747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2679754.250000 Penalty: 5175.102539
	Iteration 149Q: 3 clusters Score -2679754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2679760.250000 Penalty: 5175.102539
	Iteration 150Q: 3 clusters Score -2679760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2679758.750000 Penalty: 5175.102539
	Iteration 151Q: 3 clusters Score -2679759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2679759.750000 Penalty: 5175.102539
	Iteration 152Q: 3 clusters Score -2679760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2679757.250000 Penalty: 5175.102539
	Iteration 153Q: 3 clusters Score -2679757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2679759.000000 Penalty: 5175.102539
	Iteration 154Q: 3 clusters Score -2679759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2679756.250000 Penalty: 5175.102539
	Iteration 155Q: 3 clusters Score -2679756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2679756.500000 Penalty: 5175.102539
	Iteration 156Q: 3 clusters Score -2679756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2679755.000000 Penalty: 5175.102539
	Iteration 157Q: 3 clusters Score -2679755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2679760.000000 Penalty: 5175.102539
	Iteration 158Q: 3 clusters Score -2679760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2679761.250000 Penalty: 5175.102539
	Iteration 159Q: 3 clusters Score -2679761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2679756.500000 Penalty: 5175.102539
	Iteration 160F: 3 clusters Score -2679756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2679761.000000 Penalty: 5175.102539
	Iteration 161Q: 3 clusters Score -2679761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2679760.750000 Penalty: 5175.102539
	Iteration 162Q: 3 clusters Score -2679761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2679764.750000 Penalty: 5175.102539
	Iteration 163Q: 3 clusters Score -2679765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2679761.250000 Penalty: 5175.102539
	Iteration 164Q: 3 clusters Score -2679761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2679761.250000 Penalty: 5175.102539
	Iteration 165F: 3 clusters Score -2679761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -215207.875000 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215207.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -215890.343750 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215890.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -216086.031250 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -216086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -216216.109375 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -216216.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -216340.781250 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -216340.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -216443.609375 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216443.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -216562.359375 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216562.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -216676.890625 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216676.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -216793.875000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216793.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -216923.984375 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216924 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -217042.421875 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -217042.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -217141.906250 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -217141.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -217224.218750 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -217224.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -217277.250000 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -217277.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -217310.890625 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -217310.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -217329.953125 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -217330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -217344.156250 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -217344.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -217361.250000 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -217361.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -217378.937500 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -217378.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -217401.953125 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -217402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -217420.843750 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -217420.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -217433.140625 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -217433.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -217442.171875 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -217442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -217445.656250 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -217445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -217448.140625 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -217449.843750 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -217452.078125 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -217454.000000 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -217454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -217455.109375 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -217455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -217455.109375 Penalty: 3969.999512
	Iteration 29F: 3 clusters Score -217455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -169188.500000 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169188.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -169806.890625 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169806.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170081.109375 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -170081.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -170358.437500 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -170358.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170591.843750 Penalty: 3887.427002
	Iteration 4F: 3 clusters Score -170591.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170791.062500 Penalty: 3887.427002
	Iteration 5F: 3 clusters Score -170791.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -170961.625000 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -170961.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -171108.531250 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -171108.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -171222.390625 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -171222.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -171291.015625 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -171291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -171351.828125 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -171351.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -171395.125000 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -171395.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -171424.453125 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -171424.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -171444.796875 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -171444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -171454.484375 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -171454.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -171464.796875 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -171464.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -171473.562500 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -171473.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -171484.453125 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -171484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -171490.859375 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -171490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -171493.968750 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -171494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -171495.171875 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -171495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -458722.875000 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458722.9 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -460044.750000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -460044.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -460323.062500 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460323.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -460509.750000 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -460509.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -460672.718750 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460672.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -460840.750000 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460840.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -460991.468750 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -460991.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -461114.375000 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -461114.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -461212.000000 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -461212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -461274.562500 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -461274.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -461329.843750 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -461329.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -461383.125000 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461383.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -461435.625000 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461435.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -461481.750000 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461481.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -461520.156250 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461520.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -461556.125000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461556.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -461591.187500 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461591.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -461630.531250 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461630.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -461674.281250 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461674.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -461707.531250 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461707.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -461742.281250 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -461742.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -461773.812500 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -461773.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -461804.437500 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -461804.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -461833.531250 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -461833.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -461863.218750 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -461863.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -461898.250000 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -461898.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -461920.218750 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -461920.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -461936.062500 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -461936.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -461947.625000 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -461947.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -461956.250000 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -461956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -461960.281250 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -461960.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -461964.500000 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -461964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -461967.062500 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -461967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -461967.343750 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -461967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -461968.687500 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -461968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -461969.843750 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -461969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -461970.750000 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -461970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -461970.937500 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -461970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -461971.781250 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -461971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -461972.343750 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -461972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -461972.218750 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -461972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -461973.093750 Penalty: 4308.050293
	Iteration 41Q: 3 clusters Score -461973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -461973.062500 Penalty: 4308.050293
	Iteration 42Q: 3 clusters Score -461973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -461973.062500 Penalty: 4308.050293
	Iteration 43F: 3 clusters Score -461973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -475287.312500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475287.3 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -476744.187500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476744.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -477000.000000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -477000 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -477173.781250 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477173.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -477332.468750 Penalty: 4348.672363
	Iteration 4Q: 3 clusters Score -477332.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -477511.062500 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -477511.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -477748.218750 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -477748.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -478043.062500 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -478043.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -478388.000000 Penalty: 4348.672363
	Iteration 8F: 3 clusters Score -478388 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -478770.031250 Penalty: 4348.672363
	Iteration 9F: 3 clusters Score -478770 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -479109.750000 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -479109.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -479380.625000 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -479380.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -479566.062500 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -479566.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -479714.781250 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -479714.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -479866.312500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -479866.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -480038.187500 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -480038.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -480201.187500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -480201.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -480335.500000 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -480335.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -480413.781250 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -480413.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -480447.656250 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -480447.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -480471.343750 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -480471.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -480484.375000 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -480484.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -480495.593750 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -480495.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -480503.031250 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -480503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -480512.218750 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -480512.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -480523.625000 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -480523.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -480537.937500 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -480537.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -480558.406250 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -480558.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -480575.218750 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -480575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -480584.406250 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -480584.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -480592.281250 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -480592.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -480598.281250 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -480598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -480601.437500 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -480601.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -480605.312500 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -480605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -480607.281250 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -480607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -480610.312500 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -480610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480611.093750 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -480611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -480612.125000 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -480612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -480612.812500 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -480612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -480616.093750 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -480616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -480618.937500 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -480618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -480622.218750 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -480622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -480623.062500 Penalty: 4348.672363
	Iteration 42Q: 3 clusters Score -480623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -480622.937500 Penalty: 4348.672363
	Iteration 43Q: 3 clusters Score -480622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -480622.937500 Penalty: 4348.672363
	Iteration 44F: 3 clusters Score -480622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20560 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143952 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110199 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4179 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121678 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79429 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 3910 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100040 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12023 members 
Mstep: Class 78 contains 2512 members 
Entering Unmasked Estep 
Score: -150797648.000000 Penalty: 278393.843750
Splitting cluster 43 changes total score from -150799056.000000 to -150797648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -67211.054688 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67211.05 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67554.859375 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67554.86 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67637.078125 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67637.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67690.695312 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67690.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -67726.585938 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67726.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67741.234375 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67741.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67753.875000 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67753.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67768.710938 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67768.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -67784.484375 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67784.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67807.359375 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -67807.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -67821.046875 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -67821.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67832.031250 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -67832.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -67840.773438 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -67840.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67852.265625 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -67852.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -67862.007812 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -67862.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -67869.992188 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -67869.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67875.085938 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -67875.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67876.921875 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -67876.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67878.453125 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -67878.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67879.453125 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -67879.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -67881.445312 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -67881.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -67882.343750 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -67882.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67883.164062 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -67883.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -67885.257812 Penalty: 3469.445801
	Iteration 23Q: 3 clusters Score -67885.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67886.210938 Penalty: 3469.445801
	Iteration 24Q: 3 clusters Score -67886.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67886.210938 Penalty: 3469.445801
	Iteration 25F: 3 clusters Score -67886.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Entering Unmasked Estep 
Score: -10252762.000000 Penalty: 2914.930420
	Iteration 0F: 2 clusters Score -1.025276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -10167830.000000 Penalty: 5829.860840
	Iteration 0F: 3 clusters Score -1.016783e+07 nChanged 60499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -10202751.000000 Penalty: 5829.860840
	Iteration 1F: 3 clusters Score -1.020275e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -10203685.000000 Penalty: 5829.860840
	Iteration 2Q: 3 clusters Score -1.020368e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -10205014.000000 Penalty: 5829.860840
	Iteration 3Q: 3 clusters Score -1.020501e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -10207078.000000 Penalty: 5829.860840
	Iteration 4Q: 3 clusters Score -1.020708e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -10210438.000000 Penalty: 5829.860840
	Iteration 5F: 3 clusters Score -1.021044e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -10215775.000000 Penalty: 5829.860840
	Iteration 6F: 3 clusters Score -1.021578e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -10223387.000000 Penalty: 5829.860840
	Iteration 7F: 3 clusters Score -1.022339e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -10231973.000000 Penalty: 5829.860840
	Iteration 8F: 3 clusters Score -1.023197e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -10239520.000000 Penalty: 5829.860840
	Iteration 9F: 3 clusters Score -1.023952e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 118999 members 
Entering Unmasked Estep 
Score: -10244450.000000 Penalty: 5829.860840
	Iteration 10Q: 3 clusters Score -1.024445e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -10247070.000000 Penalty: 5829.860840
	Iteration 11Q: 3 clusters Score -1.024707e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -10248463.000000 Penalty: 5829.860840
	Iteration 12Q: 3 clusters Score -1.024846e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 124830 members 
Entering Unmasked Estep 
Score: -10249202.000000 Penalty: 5829.860840
	Iteration 13Q: 3 clusters Score -1.02492e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -10249640.000000 Penalty: 5829.860840
	Iteration 14Q: 3 clusters Score -1.024964e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -10249870.000000 Penalty: 5829.860840
	Iteration 15Q: 3 clusters Score -1.024987e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -10250028.000000 Penalty: 5829.860840
	Iteration 16Q: 3 clusters Score -1.025003e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -10250124.000000 Penalty: 5829.860840
	Iteration 17Q: 3 clusters Score -1.025012e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -10250182.000000 Penalty: 5829.860840
	Iteration 18Q: 3 clusters Score -1.025018e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 126271 members 
Entering Unmasked Estep 
Score: -10250236.000000 Penalty: 5829.860840
	Iteration 19Q: 3 clusters Score -1.025024e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -10250270.000000 Penalty: 5829.860840
	Iteration 20F: 3 clusters Score -1.025027e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -10250290.000000 Penalty: 5829.860840
	Iteration 21Q: 3 clusters Score -1.025029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -10250333.000000 Penalty: 5829.860840
	Iteration 22Q: 3 clusters Score -1.025033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -10250350.000000 Penalty: 5829.860840
	Iteration 23Q: 3 clusters Score -1.025035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 126452 members 
Entering Unmasked Estep 
Score: -10250389.000000 Penalty: 5829.860840
	Iteration 24Q: 3 clusters Score -1.025039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -10250406.000000 Penalty: 5829.860840
	Iteration 25Q: 3 clusters Score -1.025041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -10250420.000000 Penalty: 5829.860840
	Iteration 26Q: 3 clusters Score -1.025042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 126495 members 
Entering Unmasked Estep 
Score: -10250424.000000 Penalty: 5829.860840
	Iteration 27Q: 3 clusters Score -1.025042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -10250422.000000 Penalty: 5829.860840
	Iteration 28Q: 3 clusters Score -1.025042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -10250435.000000 Penalty: 5829.860840
	Iteration 29Q: 3 clusters Score -1.025044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 126509 members 
Entering Unmasked Estep 
Score: -10250442.000000 Penalty: 5829.860840
	Iteration 30Q: 3 clusters Score -1.025044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -10250459.000000 Penalty: 5829.860840
	Iteration 31Q: 3 clusters Score -1.025046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -10250463.000000 Penalty: 5829.860840
	Iteration 32Q: 3 clusters Score -1.025046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -10250462.000000 Penalty: 5829.860840
	Iteration 33Q: 3 clusters Score -1.025046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 126530 members 
Entering Unmasked Estep 
Score: -10250458.000000 Penalty: 5829.860840
	Iteration 34Q: 3 clusters Score -1.025046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 126534 members 
Entering Unmasked Estep 
Score: -10250458.000000 Penalty: 5829.860840
	Iteration 35Q: 3 clusters Score -1.025046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 126535 members 
Entering Unmasked Estep 
Score: -10250465.000000 Penalty: 5829.860840
	Iteration 36Q: 3 clusters Score -1.025046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -10250466.000000 Penalty: 5829.860840
	Iteration 37Q: 3 clusters Score -1.025047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -10250466.000000 Penalty: 5829.860840
	Iteration 38F: 3 clusters Score -1.025047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 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 848 members 
Entering Unmasked Estep 
Score: -104551.343750 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104551.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -105047.718750 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -105047.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -105261.242188 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105261.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -105422.210938 Penalty: 3685.336670
	Iteration 3F: 3 clusters Score -105422.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -105550.851562 Penalty: 3685.336670
	Iteration 4F: 3 clusters Score -105550.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -105636.968750 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105703.632812 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105703.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105747.250000 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105747.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -105767.617188 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105767.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -105779.742188 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105779.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -105794.820312 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105815.648438 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105815.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -105835.765625 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -105843.343750 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105848.132812 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105854.031250 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -105855.171875 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105856.500000 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -105856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105856.500000 Penalty: 3685.336670
	Iteration 18F: 3 clusters Score -105856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1517301.625000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517302 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1522503.000000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522503 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1523173.625000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1523174 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1523836.500000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -1523836 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1524512.375000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -1524512 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1525261.750000 Penalty: 4931.321289
	Iteration 5F: 3 clusters Score -1525262 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1526081.375000 Penalty: 4931.321289
	Iteration 6F: 3 clusters Score -1526081 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1526925.250000 Penalty: 4931.321289
	Iteration 7F: 3 clusters Score -1526925 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1527722.875000 Penalty: 4931.321289
	Iteration 8F: 3 clusters Score -1527723 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1528415.500000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1528416 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1529023.250000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1529023 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1529553.000000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1529553 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1529990.625000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1529991 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1530270.875000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1530271 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1530433.875000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1530434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1530525.750000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1530526 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1530568.375000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1530568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1530594.625000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1530595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1530608.250000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1530608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1530615.250000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1530615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1530621.500000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1530622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -1530628.375000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1530628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1530631.000000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1530631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1530638.125000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1530638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1530646.375000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1530646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1530649.125000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1530649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1530658.125000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1530658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1530659.500000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1530660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1530659.250000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1530660.500000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1530660.375000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1530663.125000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -1530663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1530663.125000 Penalty: 4931.321289
	Iteration 32F: 3 clusters Score -1530663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -525875.812500 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -525875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -520959.062500 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -520959.1 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -522322.406250 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -522322.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -522616.093750 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -522616.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -522839.843750 Penalty: 4280.738770
	Iteration 3F: 3 clusters Score -522839.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -523019.187500 Penalty: 4280.738770
	Iteration 4Q: 3 clusters Score -523019.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -523183.937500 Penalty: 4280.738770
	Iteration 5Q: 3 clusters Score -523183.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -523310.500000 Penalty: 4280.738770
	Iteration 6Q: 3 clusters Score -523310.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -523442.843750 Penalty: 4280.738770
	Iteration 7Q: 3 clusters Score -523442.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -523558.437500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -523558.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -523651.562500 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -523651.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -523725.250000 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -523725.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -523799.562500 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -523799.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -523868.718750 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -523868.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -523935.000000 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -523935 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -524004.125000 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -524004.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -524059.656250 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -524059.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -524099.531250 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -524099.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -524133.031250 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -524133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -524162.093750 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -524162.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -524182.625000 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -524182.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -524205.968750 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -524206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -524220.562500 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -524220.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -524231.937500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -524231.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -524245.531250 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -524245.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -524257.281250 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -524257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -524261.562500 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -524261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -524261.968750 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -524262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -524262.468750 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -524262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -524262.468750 Penalty: 4280.738770
	Iteration 28F: 3 clusters Score -524262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -378623.937500 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378623.9 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -379634.156250 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379634.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -379811.906250 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379811.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -379922.125000 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -379922.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -379998.687500 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -379998.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -380059.406250 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -380059.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -380105.718750 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -380105.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -380140.781250 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380140.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -380167.375000 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380167.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -380196.687500 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380196.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -380221.937500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380221.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -380241.000000 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -380257.781250 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380257.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -380276.093750 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380276.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -380288.343750 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380288.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -380302.125000 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380302.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -380317.281250 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380317.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -380332.437500 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380332.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -380347.718750 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380347.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -380361.562500 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380361.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -380381.781250 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380381.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -380404.968750 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -380431.375000 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380431.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -380462.343750 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380462.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -380496.593750 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380496.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -380525.593750 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380525.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -380551.781250 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380551.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -380581.343750 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380581.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -380614.625000 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -380614.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -380646.218750 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -380646.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -380674.343750 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -380674.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -380698.437500 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -380698.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -380727.656250 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -380727.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -380752.937500 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -380752.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -380773.812500 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -380773.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -380798.625000 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -380798.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -380824.156250 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -380824.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -380848.375000 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -380848.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -380863.281250 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -380863.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -380876.593750 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -380876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -380888.156250 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -380888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -380897.375000 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -380897.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -380908.000000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -380908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -380920.500000 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -380920.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -380935.062500 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -380935.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -380948.968750 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -380949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -380960.687500 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -380960.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -380976.093750 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -380976.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -380996.375000 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -380996.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -381014.250000 Penalty: 4198.668457
	Iteration 49Q: 3 clusters Score -381014.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -381026.031250 Penalty: 4198.668457
	Iteration 50Q: 3 clusters Score -381026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -381037.687500 Penalty: 4198.668457
	Iteration 51Q: 3 clusters Score -381037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -381051.593750 Penalty: 4198.668457
	Iteration 52Q: 3 clusters Score -381051.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -381069.875000 Penalty: 4198.668457
	Iteration 53Q: 3 clusters Score -381069.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -381087.375000 Penalty: 4198.668457
	Iteration 54Q: 3 clusters Score -381087.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -381095.843750 Penalty: 4198.668457
	Iteration 55Q: 3 clusters Score -381095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -381100.187500 Penalty: 4198.668457
	Iteration 56Q: 3 clusters Score -381100.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -381107.312500 Penalty: 4198.668457
	Iteration 57Q: 3 clusters Score -381107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -381111.687500 Penalty: 4198.668457
	Iteration 58Q: 3 clusters Score -381111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -381117.031250 Penalty: 4198.668457
	Iteration 59Q: 3 clusters Score -381117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -381120.187500 Penalty: 4198.668457
	Iteration 60F: 3 clusters Score -381120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -381120.656250 Penalty: 4198.668457
	Iteration 61Q: 3 clusters Score -381120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -381122.343750 Penalty: 4198.668457
	Iteration 62Q: 3 clusters Score -381122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -381125.781250 Penalty: 4198.668457
	Iteration 63Q: 3 clusters Score -381125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -381127.625000 Penalty: 4198.668457
	Iteration 64Q: 3 clusters Score -381127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -381127.750000 Penalty: 4198.668457
	Iteration 65Q: 3 clusters Score -381127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -381129.656250 Penalty: 4198.668457
	Iteration 66Q: 3 clusters Score -381129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -381130.093750 Penalty: 4198.668457
	Iteration 67Q: 3 clusters Score -381130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -381130.031250 Penalty: 4198.668457
	Iteration 68Q: 3 clusters Score -381130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -381131.906250 Penalty: 4198.668457
	Iteration 69Q: 3 clusters Score -381131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -381134.343750 Penalty: 4198.668457
	Iteration 70Q: 3 clusters Score -381134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -381138.000000 Penalty: 4198.668457
	Iteration 71Q: 3 clusters Score -381138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -381141.031250 Penalty: 4198.668457
	Iteration 72Q: 3 clusters Score -381141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -381142.843750 Penalty: 4198.668457
	Iteration 73Q: 3 clusters Score -381142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -381144.843750 Penalty: 4198.668457
	Iteration 74Q: 3 clusters Score -381144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -381147.156250 Penalty: 4198.668457
	Iteration 75Q: 3 clusters Score -381147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -381150.406250 Penalty: 4198.668457
	Iteration 76Q: 3 clusters Score -381150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -381152.062500 Penalty: 4198.668457
	Iteration 77Q: 3 clusters Score -381152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -381153.500000 Penalty: 4198.668457
	Iteration 78Q: 3 clusters Score -381153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -381155.406250 Penalty: 4198.668457
	Iteration 79Q: 3 clusters Score -381155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -381157.593750 Penalty: 4198.668457
	Iteration 80F: 3 clusters Score -381157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -381158.125000 Penalty: 4198.668457
	Iteration 81Q: 3 clusters Score -381158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -381159.250000 Penalty: 4198.668457
	Iteration 82Q: 3 clusters Score -381159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -381159.812500 Penalty: 4198.668457
	Iteration 83Q: 3 clusters Score -381159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -381159.812500 Penalty: 4198.668457
	Iteration 84F: 3 clusters Score -381159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -634690.625000 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -634690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -629371.375000 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -629371.4 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -630639.125000 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -630639.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -630852.562500 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -630852.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -630989.625000 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -630989.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -631086.125000 Penalty: 4338.134766
	Iteration 4Q: 3 clusters Score -631086.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -631164.750000 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -631164.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -631227.875000 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -631227.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -631277.875000 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -631277.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -631326.812500 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -631326.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -631377.875000 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -631377.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -631444.937500 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -631444.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -631517.312500 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -631517.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -631590.250000 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -631590.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -631691.000000 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -631691 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -631817.125000 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -631817.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -631969.062500 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -631969.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -632148.625000 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -632148.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -632318.375000 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -632318.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -632498.437500 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -632498.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -632659.312500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -632659.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -632812.500000 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -632812.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -632921.500000 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -632921.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -632998.562500 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -632998.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -633075.812500 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -633075.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -633128.312500 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -633128.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -633159.000000 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -633159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -633178.250000 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -633178.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -633190.187500 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -633190.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -633200.750000 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -633200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -633209.375000 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -633209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -633213.187500 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -633213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -633213.187500 Penalty: 4338.134766
	Iteration 31F: 3 clusters Score -633213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1331621.750000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331622 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1335631.125000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335631 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1336072.875000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1336073 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1336468.875000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1336469 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1336806.250000 Penalty: 4831.899414
	Iteration 4Q: 3 clusters Score -1336806 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1337147.875000 Penalty: 4831.899414
	Iteration 5Q: 3 clusters Score -1337148 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1337516.500000 Penalty: 4831.899414
	Iteration 6Q: 3 clusters Score -1337516 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1337866.375000 Penalty: 4831.899414
	Iteration 7Q: 3 clusters Score -1337866 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1338190.500000 Penalty: 4831.899414
	Iteration 8Q: 3 clusters Score -1338190 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1338560.875000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -1338561 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1339038.750000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1339039 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1339574.000000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1339574 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1340138.500000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1340138 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1340720.625000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1340721 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1341202.250000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1341202 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1341662.000000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1341662 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1342068.375000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1342068 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1342427.500000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1342428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1342683.000000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1342683 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1342883.375000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1342883 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1343019.500000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1343020 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1343107.250000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1343107 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1343177.750000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1343178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1343227.375000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1343227 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1343249.500000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1343250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1343278.750000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1343279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1343296.875000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1343297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1343302.750000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1343303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1343312.125000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1343312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1343317.750000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1343318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1343325.625000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1343326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1343331.750000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1343332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1343332.625000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1343333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1343340.375000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1343340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1343339.125000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1343339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1343338.750000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1343339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1343341.250000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1343341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1343343.750000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1343344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1343343.375000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1343343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1343346.375000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1343346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1343346.125000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1343346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1343348.500000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1343348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1343350.625000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1343351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1343349.625000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1343350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1343351.375000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1343351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1343349.875000 Penalty: 4831.899414
	Iteration 45Q: 3 clusters Score -1343350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1343350.375000 Penalty: 4831.899414
	Iteration 46Q: 3 clusters Score -1343350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1343349.250000 Penalty: 4831.899414
	Iteration 47Q: 3 clusters Score -1343349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1343349.500000 Penalty: 4831.899414
	Iteration 48Q: 3 clusters Score -1343350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1343352.750000 Penalty: 4831.899414
	Iteration 49Q: 3 clusters Score -1343353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1343351.375000 Penalty: 4831.899414
	Iteration 50Q: 3 clusters Score -1343351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1343349.875000 Penalty: 4831.899414
	Iteration 51Q: 3 clusters Score -1343350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1343352.250000 Penalty: 4831.899414
	Iteration 52Q: 3 clusters Score -1343352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1343352.000000 Penalty: 4831.899414
	Iteration 53Q: 3 clusters Score -1343352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1343352.625000 Penalty: 4831.899414
	Iteration 54Q: 3 clusters Score -1343353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1343354.750000 Penalty: 4831.899414
	Iteration 55Q: 3 clusters Score -1343355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1343353.000000 Penalty: 4831.899414
	Iteration 56Q: 3 clusters Score -1343353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1343354.750000 Penalty: 4831.899414
	Iteration 57Q: 3 clusters Score -1343355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1343353.000000 Penalty: 4831.899414
	Iteration 58Q: 3 clusters Score -1343353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1343355.375000 Penalty: 4831.899414
	Iteration 59Q: 3 clusters Score -1343355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1343355.125000 Penalty: 4831.899414
	Iteration 60F: 3 clusters Score -1343355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1343353.750000 Penalty: 4831.899414
	Iteration 61Q: 3 clusters Score -1343354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1343354.375000 Penalty: 4831.899414
	Iteration 62Q: 3 clusters Score -1343354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1343356.000000 Penalty: 4831.899414
	Iteration 63Q: 3 clusters Score -1343356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1343357.250000 Penalty: 4831.899414
	Iteration 64Q: 3 clusters Score -1343357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1343357.250000 Penalty: 4831.899414
	Iteration 65F: 3 clusters Score -1343357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17521.410156 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17521.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17625.746094 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17625.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17648.984375 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17648.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17655.255859 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17655.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17655.255859 Penalty: 2838.898193
	Iteration 4F: 3 clusters Score -17655.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -422628.375000 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422628.4 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -423868.218750 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423868.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -424210.937500 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424210.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -424515.468750 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424515.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -424816.000000 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -424816 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -425149.000000 Penalty: 4270.356934
	Iteration 5F: 3 clusters Score -425149 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -425434.093750 Penalty: 4270.356934
	Iteration 6F: 3 clusters Score -425434.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -425631.625000 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -425631.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -425761.218750 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425761.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -425842.000000 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -425903.812500 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425903.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -425947.468750 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425947.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -425971.937500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425971.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -425994.656250 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425994.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -426013.000000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -426013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -426031.125000 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -426031.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -426046.187500 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -426046.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -426057.437500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -426057.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -426068.031250 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -426068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -426073.781250 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -426073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -426077.125000 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -426077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -426080.000000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -426080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -426082.687500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -426082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -426086.218750 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -426086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -426089.843750 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -426089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -426095.750000 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -426095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -426102.000000 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -426102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -426108.750000 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -426108.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -426115.281250 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -426115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -426118.781250 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -426118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -426121.906250 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -426121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -426123.968750 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -426124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -426127.437500 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -426127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -426130.375000 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -426130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -426133.875000 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -426133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -426135.500000 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -426135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -426137.093750 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -426137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -426136.656250 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -426136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -426138.406250 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -426138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -426141.875000 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -426141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -426145.687500 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -426145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -426152.625000 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -426152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -426155.812500 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -426155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -426157.312500 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -426157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -426158.968750 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -426159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -426160.906250 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -426160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -426162.656250 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -426162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426163.125000 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -426163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426163.343750 Penalty: 4270.356934
	Iteration 48Q: 3 clusters Score -426163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -426163.312500 Penalty: 4270.356934
	Iteration 49Q: 3 clusters Score -426163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -426164.218750 Penalty: 4270.356934
	Iteration 50Q: 3 clusters Score -426164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -426165.250000 Penalty: 4270.356934
	Iteration 51Q: 3 clusters Score -426165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -426166.218750 Penalty: 4270.356934
	Iteration 52Q: 3 clusters Score -426166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -426166.218750 Penalty: 4270.356934
	Iteration 53F: 3 clusters Score -426166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144274.609375 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144274.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -144811.031250 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -145054.750000 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -145054.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -145166.156250 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -145166.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -145229.734375 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -145229.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -145282.703125 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -145282.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -145320.703125 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145320.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -145338.718750 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145338.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -145358.531250 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145358.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -145371.812500 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145371.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -145381.140625 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -145388.640625 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -145395.390625 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -145402.500000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -145410.000000 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -145415.687500 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -145420.062500 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -145423.890625 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -145426.562500 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -145429.640625 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -145431.015625 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -145431.734375 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -145433.500000 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -145435.437500 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -145438.140625 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -145438.140625 Penalty: 3752.633545
	Iteration 25F: 3 clusters Score -145438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -380575.968750 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380576 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -381680.968750 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381681 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -381916.656250 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381916.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -382065.343750 Penalty: 4215.518555
	Iteration 3Q: 3 clusters Score -382065.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -382216.843750 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -382216.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -382391.812500 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -382391.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -382546.437500 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -382546.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -382737.406250 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -382737.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -382937.281250 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -382937.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -383102.562500 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383102.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -383252.531250 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383252.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -383378.875000 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383378.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -383494.875000 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383494.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -383574.125000 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383574.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -383623.562500 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -383623.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -383655.843750 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -383655.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -383676.687500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -383676.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -383691.750000 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -383691.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -383704.437500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -383704.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -383716.718750 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -383716.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -383726.781250 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -383726.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -383736.093750 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -383736.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -383743.875000 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -383743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -383747.875000 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -383747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -383751.781250 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -383751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -383756.343750 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -383756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -383759.531250 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -383759.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -383763.687500 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -383763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -383766.343750 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -383766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -383768.500000 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -383768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -383770.812500 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -383770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -383771.875000 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -383771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -383773.218750 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -383773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -383773.375000 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -383773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -383775.375000 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -383775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -383775.281250 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -383775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -383775.968750 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -383776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -383776.406250 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -383776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -383776.406250 Penalty: 4215.518555
	Iteration 38F: 3 clusters Score -383776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104051.273438 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104051.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104375.593750 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104375.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104477.195312 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104477.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -104538.687500 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104538.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104579.523438 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104579.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104602.765625 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104602.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104641.867188 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104641.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104671.570312 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104671.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104686.570312 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104697.031250 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -104704.070312 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104704.742188 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104708.906250 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104712.609375 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -104718.609375 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104723.445312 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104726.734375 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104727.523438 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -104727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104728.000000 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -104728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104728.000000 Penalty: 3589.937988
	Iteration 19F: 3 clusters Score -104728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -132301.281250 Penalty: 1793.538574
	Iteration 0F: 2 clusters Score -132301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130102.664062 Penalty: 3587.077148
	Iteration 0F: 3 clusters Score -130102.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130639.179688 Penalty: 3587.077148
	Iteration 1F: 3 clusters Score -130639.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131060.617188 Penalty: 3587.077148
	Iteration 2F: 3 clusters Score -131060.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131456.921875 Penalty: 3587.077148
	Iteration 3F: 3 clusters Score -131456.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131691.406250 Penalty: 3587.077148
	Iteration 4F: 3 clusters Score -131691.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131834.828125 Penalty: 3587.077148
	Iteration 5Q: 3 clusters Score -131834.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -131921.656250 Penalty: 3587.077148
	Iteration 6Q: 3 clusters Score -131921.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131999.875000 Penalty: 3587.077148
	Iteration 7Q: 3 clusters Score -131999.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132059.531250 Penalty: 3587.077148
	Iteration 8Q: 3 clusters Score -132059.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132088.859375 Penalty: 3587.077148
	Iteration 9Q: 3 clusters Score -132088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -132106.375000 Penalty: 3587.077148
	Iteration 10Q: 3 clusters Score -132106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132114.265625 Penalty: 3587.077148
	Iteration 11Q: 3 clusters Score -132114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132118.812500 Penalty: 3587.077148
	Iteration 12Q: 3 clusters Score -132118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132124.781250 Penalty: 3587.077148
	Iteration 13Q: 3 clusters Score -132124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -132126.609375 Penalty: 3587.077148
	Iteration 14Q: 3 clusters Score -132126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -132127.218750 Penalty: 3587.077148
	Iteration 15Q: 3 clusters Score -132127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -132127.218750 Penalty: 3587.077148
	Iteration 16F: 3 clusters Score -132127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -506672.093750 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -506672.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -501983.062500 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -501983.1 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -503185.093750 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -503185.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -503544.531250 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -503544.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -503905.281250 Penalty: 4263.434570
	Iteration 3F: 3 clusters Score -503905.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -504229.125000 Penalty: 4263.434570
	Iteration 4F: 3 clusters Score -504229.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -504498.406250 Penalty: 4263.434570
	Iteration 5F: 3 clusters Score -504498.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -504674.843750 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -504674.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -504779.531250 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -504779.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -504856.250000 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -504856.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -504904.781250 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -504904.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -504935.343750 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -504935.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -504963.406250 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -504963.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -504999.406250 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -504999.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -505031.250000 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -505031.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -505064.562500 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -505064.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -505088.187500 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -505088.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -505111.781250 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -505111.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -505136.875000 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -505136.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -505156.218750 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -505156.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -505173.781250 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -505173.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -505183.500000 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -505183.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -505188.937500 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -505188.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -505196.968750 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -505197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -505204.218750 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -505204.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -505212.843750 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -505212.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -505223.281250 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -505223.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -505229.437500 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -505229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -505235.312500 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -505235.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -505240.156250 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -505240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -505242.937500 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -505242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -505246.937500 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -505246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -505252.343750 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -505252.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -505259.875000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -505259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -505264.468750 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -505264.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -505268.031250 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -505268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -505272.218750 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -505272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -505277.031250 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -505277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -505280.312500 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -505280.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -505284.468750 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -505284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -505288.687500 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -505288.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -505293.375000 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -505293.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -505297.468750 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -505297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -505300.500000 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -505300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -505302.781250 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -505302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -505306.156250 Penalty: 4263.434570
	Iteration 44Q: 3 clusters Score -505306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -505309.375000 Penalty: 4263.434570
	Iteration 45Q: 3 clusters Score -505309.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -505314.093750 Penalty: 4263.434570
	Iteration 46Q: 3 clusters Score -505314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -505316.562500 Penalty: 4263.434570
	Iteration 47Q: 3 clusters Score -505316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -505318.000000 Penalty: 4263.434570
	Iteration 48Q: 3 clusters Score -505318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -505318.093750 Penalty: 4263.434570
	Iteration 49Q: 3 clusters Score -505318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -505319.562500 Penalty: 4263.434570
	Iteration 50Q: 3 clusters Score -505319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -505319.625000 Penalty: 4263.434570
	Iteration 51Q: 3 clusters Score -505319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -505319.031250 Penalty: 4263.434570
	Iteration 52Q: 3 clusters Score -505319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -505319.406250 Penalty: 4263.434570
	Iteration 53Q: 3 clusters Score -505319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -505320.906250 Penalty: 4263.434570
	Iteration 54Q: 3 clusters Score -505320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -505321.437500 Penalty: 4263.434570
	Iteration 55Q: 3 clusters Score -505321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -505321.562500 Penalty: 4263.434570
	Iteration 56Q: 3 clusters Score -505321.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -505321.937500 Penalty: 4263.434570
	Iteration 57Q: 3 clusters Score -505321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -505322.843750 Penalty: 4263.434570
	Iteration 58Q: 3 clusters Score -505322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -505322.781250 Penalty: 4263.434570
	Iteration 59Q: 3 clusters Score -505322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -505323.125000 Penalty: 4263.434570
	Iteration 60F: 3 clusters Score -505323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -505323.125000 Penalty: 4263.434570
	Iteration 61Q: 3 clusters Score -505323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -505323.125000 Penalty: 4263.434570
	Iteration 62F: 3 clusters Score -505323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -43327.515625 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -43327.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41851.058594 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -41851.06 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41991.035156 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -41991.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42031.156250 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -42031.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42057.761719 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -42057.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42073.621094 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -42073.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42082.835938 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -42082.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42092.960938 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -42092.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42101.500000 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -42101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42102.554688 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -42102.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42102.554688 Penalty: 3072.425049
	Iteration 9F: 3 clusters Score -42102.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (100040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Entering Unmasked Estep 
Score: -10561972.000000 Penalty: 2855.304688
	Iteration 0F: 2 clusters Score -1.056197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -10496992.000000 Penalty: 5710.609375
	Iteration 0F: 3 clusters Score -1.049699e+07 nChanged 47089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -10523797.000000 Penalty: 5710.609375
	Iteration 1F: 3 clusters Score -1.05238e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -10524634.000000 Penalty: 5710.609375
	Iteration 2Q: 3 clusters Score -1.052463e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -10525736.000000 Penalty: 5710.609375
	Iteration 3Q: 3 clusters Score -1.052574e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -10527110.000000 Penalty: 5710.609375
	Iteration 4Q: 3 clusters Score -1.052711e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -10529249.000000 Penalty: 5710.609375
	Iteration 5Q: 3 clusters Score -1.052925e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -10532232.000000 Penalty: 5710.609375
	Iteration 6Q: 3 clusters Score -1.053223e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -10536322.000000 Penalty: 5710.609375
	Iteration 7F: 3 clusters Score -1.053632e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -10541348.000000 Penalty: 5710.609375
	Iteration 8F: 3 clusters Score -1.054135e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -10546297.000000 Penalty: 5710.609375
	Iteration 9F: 3 clusters Score -1.05463e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -10550198.000000 Penalty: 5710.609375
	Iteration 10F: 3 clusters Score -1.05502e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 86446 members 
Entering Unmasked Estep 
Score: -10552797.000000 Penalty: 5710.609375
	Iteration 11Q: 3 clusters Score -1.05528e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -10554673.000000 Penalty: 5710.609375
	Iteration 12Q: 3 clusters Score -1.055467e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -10556037.000000 Penalty: 5710.609375
	Iteration 13Q: 3 clusters Score -1.055604e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -10557016.000000 Penalty: 5710.609375
	Iteration 14Q: 3 clusters Score -1.055702e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
Score: -10557769.000000 Penalty: 5710.609375
	Iteration 15Q: 3 clusters Score -1.055777e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -10558402.000000 Penalty: 5710.609375
	Iteration 16Q: 3 clusters Score -1.05584e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -10558871.000000 Penalty: 5710.609375
	Iteration 17Q: 3 clusters Score -1.055887e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -10559240.000000 Penalty: 5710.609375
	Iteration 18Q: 3 clusters Score -1.055924e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -10559563.000000 Penalty: 5710.609375
	Iteration 19Q: 3 clusters Score -1.055956e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -10559773.000000 Penalty: 5710.609375
	Iteration 20F: 3 clusters Score -1.055977e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -10559963.000000 Penalty: 5710.609375
	Iteration 21Q: 3 clusters Score -1.055996e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -10560115.000000 Penalty: 5710.609375
	Iteration 22Q: 3 clusters Score -1.056012e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -10560270.000000 Penalty: 5710.609375
	Iteration 23Q: 3 clusters Score -1.056027e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -10560362.000000 Penalty: 5710.609375
	Iteration 24Q: 3 clusters Score -1.056036e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -10560437.000000 Penalty: 5710.609375
	Iteration 25Q: 3 clusters Score -1.056044e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -10560496.000000 Penalty: 5710.609375
	Iteration 26Q: 3 clusters Score -1.05605e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -10560526.000000 Penalty: 5710.609375
	Iteration 27Q: 3 clusters Score -1.056053e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 96768 members 
Entering Unmasked Estep 
Score: -10560558.000000 Penalty: 5710.609375
	Iteration 28Q: 3 clusters Score -1.056056e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -10560582.000000 Penalty: 5710.609375
	Iteration 29Q: 3 clusters Score -1.056058e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -10560609.000000 Penalty: 5710.609375
	Iteration 30Q: 3 clusters Score -1.056061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -10560623.000000 Penalty: 5710.609375
	Iteration 31Q: 3 clusters Score -1.056062e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -10560652.000000 Penalty: 5710.609375
	Iteration 32Q: 3 clusters Score -1.056065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 96943 members 
Entering Unmasked Estep 
Score: -10560670.000000 Penalty: 5710.609375
	Iteration 33Q: 3 clusters Score -1.056067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -10560666.000000 Penalty: 5710.609375
	Iteration 34Q: 3 clusters Score -1.056067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -10560669.000000 Penalty: 5710.609375
	Iteration 35Q: 3 clusters Score -1.056067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -10560669.000000 Penalty: 5710.609375
	Iteration 36Q: 3 clusters Score -1.056067e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -10560688.000000 Penalty: 5710.609375
	Iteration 37Q: 3 clusters Score -1.056069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
Score: -10560719.000000 Penalty: 5710.609375
	Iteration 38Q: 3 clusters Score -1.056072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -10560716.000000 Penalty: 5710.609375
	Iteration 39Q: 3 clusters Score -1.056072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -10560721.000000 Penalty: 5710.609375
	Iteration 40F: 3 clusters Score -1.056072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 97050 members 
Entering Unmasked Estep 
Score: -10560731.000000 Penalty: 5710.609375
	Iteration 41Q: 3 clusters Score -1.056073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 97050 members 
Entering Unmasked Estep 
Score: -10560733.000000 Penalty: 5710.609375
	Iteration 42Q: 3 clusters Score -1.056073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -10560724.000000 Penalty: 5710.609375
	Iteration 43Q: 3 clusters Score -1.056072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -10560736.000000 Penalty: 5710.609375
	Iteration 44Q: 3 clusters Score -1.056074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -10560739.000000 Penalty: 5710.609375
	Iteration 45Q: 3 clusters Score -1.056074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 97082 members 
Entering Unmasked Estep 
Score: -10560742.000000 Penalty: 5710.609375
	Iteration 46Q: 3 clusters Score -1.056074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -10560752.000000 Penalty: 5710.609375
	Iteration 47Q: 3 clusters Score -1.056075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -10560756.000000 Penalty: 5710.609375
	Iteration 48Q: 3 clusters Score -1.056076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -10560755.000000 Penalty: 5710.609375
	Iteration 49Q: 3 clusters Score -1.056076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -10560759.000000 Penalty: 5710.609375
	Iteration 50Q: 3 clusters Score -1.056076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -10560774.000000 Penalty: 5710.609375
	Iteration 51Q: 3 clusters Score -1.056077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -10560777.000000 Penalty: 5710.609375
	Iteration 52Q: 3 clusters Score -1.056078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -10560774.000000 Penalty: 5710.609375
	Iteration 53Q: 3 clusters Score -1.056077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -10560773.000000 Penalty: 5710.609375
	Iteration 54Q: 3 clusters Score -1.056077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -10560772.000000 Penalty: 5710.609375
	Iteration 55Q: 3 clusters Score -1.056077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -10560774.000000 Penalty: 5710.609375
	Iteration 56Q: 3 clusters Score -1.056077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -10560774.000000 Penalty: 5710.609375
	Iteration 57F: 3 clusters Score -1.056077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1258848.125000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258848 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1262770.375000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262770 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1263438.750000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263439 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1264174.625000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1264175 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1264959.125000 Penalty: 4805.710449
	Iteration 4F: 3 clusters Score -1264959 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1265790.625000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1265791 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1266577.250000 Penalty: 4805.710449
	Iteration 6F: 3 clusters Score -1266577 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1267322.000000 Penalty: 4805.710449
	Iteration 7F: 3 clusters Score -1267322 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1267873.375000 Penalty: 4805.710449
	Iteration 8Q: 3 clusters Score -1267873 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1268160.125000 Penalty: 4805.710449
	Iteration 9Q: 3 clusters Score -1268160 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1268323.125000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1268323 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1268405.125000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1268405 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1268453.000000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1268453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1268495.000000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1268495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1268523.125000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1268523 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1268548.500000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1268548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1268571.250000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1268571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1268586.875000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1268587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1268602.875000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1268603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1268612.250000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1268612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1268636.125000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1268636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1268646.875000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1268647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1268660.750000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1268661 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1268666.750000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1268667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1268681.125000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1268681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1268693.000000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1268693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1268704.250000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1268704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1268717.250000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1268717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1268733.625000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1268734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1268744.750000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1268745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1268745.000000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1268745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1268759.500000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1268760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1268765.625000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1268766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1268771.000000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1268771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1268770.750000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1268771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1268776.000000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1268776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1268781.750000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1268782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1268784.250000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1268784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1268786.000000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1268786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1268783.625000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1268784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1268785.250000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1268785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1268791.500000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1268792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1268793.375000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1268793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1268800.250000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1268800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1268800.625000 Penalty: 4805.710449
	Iteration 44Q: 3 clusters Score -1268801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1268800.875000 Penalty: 4805.710449
	Iteration 45Q: 3 clusters Score -1268801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1268801.375000 Penalty: 4805.710449
	Iteration 46Q: 3 clusters Score -1268801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1268805.250000 Penalty: 4805.710449
	Iteration 47Q: 3 clusters Score -1268805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1268807.000000 Penalty: 4805.710449
	Iteration 48Q: 3 clusters Score -1268807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1268807.250000 Penalty: 4805.710449
	Iteration 49Q: 3 clusters Score -1268807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1268806.125000 Penalty: 4805.710449
	Iteration 50Q: 3 clusters Score -1268806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1268805.500000 Penalty: 4805.710449
	Iteration 51Q: 3 clusters Score -1268806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1268806.125000 Penalty: 4805.710449
	Iteration 52Q: 3 clusters Score -1268806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1268806.000000 Penalty: 4805.710449
	Iteration 53Q: 3 clusters Score -1268806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1268808.125000 Penalty: 4805.710449
	Iteration 54Q: 3 clusters Score -1268808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1268807.125000 Penalty: 4805.710449
	Iteration 55Q: 3 clusters Score -1268807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1268809.000000 Penalty: 4805.710449
	Iteration 56Q: 3 clusters Score -1268809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1268809.000000 Penalty: 4805.710449
	Iteration 57F: 3 clusters Score -1268809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -8103039.000000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103039 nChanged 48291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -8130531.500000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8130532 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -8131570.000000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8131570 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8133019.500000 Penalty: 5718.870117
	Iteration 3Q: 3 clusters Score -8133020 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -8135336.500000 Penalty: 5718.870117
	Iteration 4F: 3 clusters Score -8135336 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -8139181.500000 Penalty: 5718.870117
	Iteration 5F: 3 clusters Score -8139182 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -8144764.500000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8144764 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8150897.000000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8150897 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -8156214.500000 Penalty: 5718.870117
	Iteration 8F: 3 clusters Score -8156214 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -8160169.000000 Penalty: 5718.870117
	Iteration 9F: 3 clusters Score -8160169 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -8163049.500000 Penalty: 5718.870117
	Iteration 10Q: 3 clusters Score -8163050 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8165142.500000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8165142 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8166591.500000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8166592 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8167511.500000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8167512 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8168082.500000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8168082 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8168366.000000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8168366 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8168491.000000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8168491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8168572.000000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8168572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8168615.500000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8168616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101261 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8168670.000000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8168670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8168700.500000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8168700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101299 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8168711.000000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8168711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8168733.500000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8168747.000000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8168756.000000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8168760.000000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8168772.500000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8168783.500000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8168786.000000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8168795.000000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8168790.000000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8168795.000000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8168795.000000 Penalty: 5718.870117
	Iteration 32Q: 3 clusters Score -8168795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8168796.000000 Penalty: 5718.870117
	Iteration 33Q: 3 clusters Score -8168796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8168791.000000 Penalty: 5718.870117
	Iteration 34Q: 3 clusters Score -8168791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8168802.500000 Penalty: 5718.870117
	Iteration 35Q: 3 clusters Score -8168802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8168802.500000 Penalty: 5718.870117
	Iteration 36F: 3 clusters Score -8168802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -69582.421875 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -69582.42 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 431 members 
Entering Unmasked Estep 
Score: -67793.125000 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -67793.12 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68161.093750 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -68161.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68373.875000 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -68373.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68592.000000 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -68592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -68747.101562 Penalty: 3365.651611
	Iteration 4F: 3 clusters Score -68747.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68847.695312 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -68847.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68932.382812 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -68932.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69014.289062 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -69014.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69057.554688 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -69057.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69103.437500 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -69103.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69146.015625 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -69146.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69174.320312 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -69174.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69186.265625 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -69186.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -69197.195312 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -69197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -69209.914062 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -69209.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -69220.351562 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -69220.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -69226.414062 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -69226.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -69230.976562 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -69230.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69232.226562 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -69232.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69236.617188 Penalty: 3365.651611
	Iteration 19F: 3 clusters Score -69236.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69275.507812 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -69275.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69294.492188 Penalty: 3365.651611
	Iteration 21Q: 3 clusters Score -69294.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -69302.656250 Penalty: 3365.651611
	Iteration 22Q: 3 clusters Score -69302.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -69308.023438 Penalty: 3365.651611
	Iteration 23Q: 3 clusters Score -69308.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -69308.023438 Penalty: 3365.651611
	Iteration 24F: 3 clusters Score -69308.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -516743.500000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516743.5 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -518079.687500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518079.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -518353.500000 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518353.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -518591.250000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518591.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -518782.156250 Penalty: 4367.763672
	Iteration 4Q: 3 clusters Score -518782.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -518949.656250 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -518949.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -519096.687500 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -519096.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -519260.625000 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -519260.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -519411.062500 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519411.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -519533.656250 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -519533.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -519649.156250 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -519649.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -519751.218750 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -519751.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -519831.687500 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -519831.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -519900.875000 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -519900.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -519967.500000 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -519967.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -520027.031250 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -520027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -520071.468750 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -520071.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -520104.906250 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -520104.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -520143.093750 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -520143.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -520185.500000 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -520185.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -520226.593750 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -520226.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -520269.375000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -520269.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -520306.312500 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -520306.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -520333.343750 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -520333.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -520355.062500 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520355.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -520372.500000 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -520372.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -520391.281250 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -520391.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -520404.125000 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -520404.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -520416.375000 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -520416.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -520432.125000 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -520432.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -520442.625000 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -520442.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -520458.531250 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -520458.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -520472.531250 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -520472.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -520486.343750 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -520486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -520495.718750 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -520495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -520504.375000 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -520504.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -520512.343750 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -520512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -520521.812500 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -520521.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -520529.937500 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -520529.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -520534.000000 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -520534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -520538.531250 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -520538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -520545.031250 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -520545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -520552.593750 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -520552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -520559.781250 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -520559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -520566.843750 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -520566.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -520573.093750 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -520573.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -520578.156250 Penalty: 4367.763672
	Iteration 46Q: 3 clusters Score -520578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -520580.843750 Penalty: 4367.763672
	Iteration 47Q: 3 clusters Score -520580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -520580.875000 Penalty: 4367.763672
	Iteration 48Q: 3 clusters Score -520580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -520582.437500 Penalty: 4367.763672
	Iteration 49Q: 3 clusters Score -520582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -520582.281250 Penalty: 4367.763672
	Iteration 50Q: 3 clusters Score -520582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -520582.531250 Penalty: 4367.763672
	Iteration 51Q: 3 clusters Score -520582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -520583.125000 Penalty: 4367.763672
	Iteration 52Q: 3 clusters Score -520583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -520583.125000 Penalty: 4367.763672
	Iteration 53F: 3 clusters Score -520583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -146833.890625 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146833.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -147348.218750 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147348.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -147468.765625 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147468.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -147557.109375 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147557.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -147605.906250 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147605.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -147638.609375 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147638.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -147655.281250 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147655.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -147671.828125 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -147693.093750 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147693.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -147715.312500 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147715.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -147728.578125 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -147749.437500 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147749.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -147766.453125 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -147776.406250 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147776.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -147784.812500 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -147791.296875 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -147794.296875 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -147797.765625 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147801.281250 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -147805.203125 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -147811.343750 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -147817.078125 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -147817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -147822.640625 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -147822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -147825.812500 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -147825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -147830.859375 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -147830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -147832.921875 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -147832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -147832.921875 Penalty: 3758.760254
	Iteration 26F: 3 clusters Score -147832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -364637.343750 Penalty: 2053.679199
	Iteration 0F: 2 clusters Score -364637.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -360797.625000 Penalty: 4107.358398
	Iteration 0F: 3 clusters Score -360797.6 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -361747.343750 Penalty: 4107.358398
	Iteration 1F: 3 clusters Score -361747.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361962.031250 Penalty: 4107.358398
	Iteration 2F: 3 clusters Score -361962 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -362116.500000 Penalty: 4107.358398
	Iteration 3F: 3 clusters Score -362116.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -362232.968750 Penalty: 4107.358398
	Iteration 4Q: 3 clusters Score -362233 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -362327.875000 Penalty: 4107.358398
	Iteration 5Q: 3 clusters Score -362327.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -362411.218750 Penalty: 4107.358398
	Iteration 6Q: 3 clusters Score -362411.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -362486.250000 Penalty: 4107.358398
	Iteration 7Q: 3 clusters Score -362486.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -362555.437500 Penalty: 4107.358398
	Iteration 8Q: 3 clusters Score -362555.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -362612.781250 Penalty: 4107.358398
	Iteration 9Q: 3 clusters Score -362612.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362650.281250 Penalty: 4107.358398
	Iteration 10Q: 3 clusters Score -362650.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -362688.093750 Penalty: 4107.358398
	Iteration 11Q: 3 clusters Score -362688.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -362732.312500 Penalty: 4107.358398
	Iteration 12Q: 3 clusters Score -362732.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -362774.687500 Penalty: 4107.358398
	Iteration 13Q: 3 clusters Score -362774.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -362802.343750 Penalty: 4107.358398
	Iteration 14Q: 3 clusters Score -362802.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -362827.468750 Penalty: 4107.358398
	Iteration 15Q: 3 clusters Score -362827.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -362847.968750 Penalty: 4107.358398
	Iteration 16Q: 3 clusters Score -362848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -362863.218750 Penalty: 4107.358398
	Iteration 17Q: 3 clusters Score -362863.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -362870.343750 Penalty: 4107.358398
	Iteration 18Q: 3 clusters Score -362870.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -362883.656250 Penalty: 4107.358398
	Iteration 19Q: 3 clusters Score -362883.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -362898.625000 Penalty: 4107.358398
	Iteration 20F: 3 clusters Score -362898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -362912.062500 Penalty: 4107.358398
	Iteration 21Q: 3 clusters Score -362912.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -362920.281250 Penalty: 4107.358398
	Iteration 22Q: 3 clusters Score -362920.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362926.531250 Penalty: 4107.358398
	Iteration 23Q: 3 clusters Score -362926.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362931.500000 Penalty: 4107.358398
	Iteration 24Q: 3 clusters Score -362931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362933.187500 Penalty: 4107.358398
	Iteration 25Q: 3 clusters Score -362933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362933.875000 Penalty: 4107.358398
	Iteration 26Q: 3 clusters Score -362933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362935.218750 Penalty: 4107.358398
	Iteration 27Q: 3 clusters Score -362935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -362936.187500 Penalty: 4107.358398
	Iteration 28Q: 3 clusters Score -362936.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362935.656250 Penalty: 4107.358398
	Iteration 29Q: 3 clusters Score -362935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -362936.812500 Penalty: 4107.358398
	Iteration 30Q: 3 clusters Score -362936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -362936.593750 Penalty: 4107.358398
	Iteration 31Q: 3 clusters Score -362936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362937.187500 Penalty: 4107.358398
	Iteration 32Q: 3 clusters Score -362937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362937.093750 Penalty: 4107.358398
	Iteration 33Q: 3 clusters Score -362937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -362937.156250 Penalty: 4107.358398
	Iteration 34Q: 3 clusters Score -362937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362937.718750 Penalty: 4107.358398
	Iteration 35Q: 3 clusters Score -362937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -362937.718750 Penalty: 4107.358398
	Iteration 36F: 3 clusters Score -362937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -507316.187500 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507316.2 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -508990.437500 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -508990.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -509393.062500 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509393.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -509697.625000 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509697.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -509922.562500 Penalty: 4409.643555
	Iteration 4Q: 3 clusters Score -509922.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -510105.312500 Penalty: 4409.643555
	Iteration 5Q: 3 clusters Score -510105.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -510279.937500 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510279.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -510441.281250 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510441.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -510593.250000 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -510593.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -510738.906250 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -510738.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -510872.843750 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -510872.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -510985.843750 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -510985.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -511073.906250 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -511073.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -511148.531250 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -511148.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -511204.000000 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -511204 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -511260.218750 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -511260.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -511312.093750 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -511312.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -511347.250000 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -511347.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -511370.906250 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -511370.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -511383.500000 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -511383.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -511394.562500 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511394.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -511404.343750 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511404.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -511416.156250 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511416.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -511422.593750 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511422.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -511428.093750 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511428.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -511433.250000 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511433.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -511436.031250 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -511444.500000 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511444.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -511451.750000 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511451.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -511458.875000 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511458.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -511464.687500 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -511464.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -511472.906250 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -511472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -511480.250000 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -511480.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -511488.875000 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -511488.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -511493.312500 Penalty: 4409.643555
	Iteration 34Q: 3 clusters Score -511493.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -511499.187500 Penalty: 4409.643555
	Iteration 35Q: 3 clusters Score -511499.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -511504.062500 Penalty: 4409.643555
	Iteration 36Q: 3 clusters Score -511504.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -511511.687500 Penalty: 4409.643555
	Iteration 37Q: 3 clusters Score -511511.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -511516.031250 Penalty: 4409.643555
	Iteration 38Q: 3 clusters Score -511516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -511519.593750 Penalty: 4409.643555
	Iteration 39Q: 3 clusters Score -511519.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -511525.687500 Penalty: 4409.643555
	Iteration 40F: 3 clusters Score -511525.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -511531.500000 Penalty: 4409.643555
	Iteration 41Q: 3 clusters Score -511531.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -511542.593750 Penalty: 4409.643555
	Iteration 42Q: 3 clusters Score -511542.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -511549.937500 Penalty: 4409.643555
	Iteration 43Q: 3 clusters Score -511549.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -511556.000000 Penalty: 4409.643555
	Iteration 44Q: 3 clusters Score -511556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -511561.562500 Penalty: 4409.643555
	Iteration 45Q: 3 clusters Score -511561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -511568.625000 Penalty: 4409.643555
	Iteration 46Q: 3 clusters Score -511568.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -511572.687500 Penalty: 4409.643555
	Iteration 47Q: 3 clusters Score -511572.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -511580.125000 Penalty: 4409.643555
	Iteration 48Q: 3 clusters Score -511580.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -511585.968750 Penalty: 4409.643555
	Iteration 49Q: 3 clusters Score -511586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -511593.500000 Penalty: 4409.643555
	Iteration 50Q: 3 clusters Score -511593.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -511601.250000 Penalty: 4409.643555
	Iteration 51Q: 3 clusters Score -511601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -511606.593750 Penalty: 4409.643555
	Iteration 52Q: 3 clusters Score -511606.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -511613.468750 Penalty: 4409.643555
	Iteration 53Q: 3 clusters Score -511613.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -511621.343750 Penalty: 4409.643555
	Iteration 54Q: 3 clusters Score -511621.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -511630.625000 Penalty: 4409.643555
	Iteration 55Q: 3 clusters Score -511630.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -511646.562500 Penalty: 4409.643555
	Iteration 56Q: 3 clusters Score -511646.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -511679.281250 Penalty: 4409.643555
	Iteration 57Q: 3 clusters Score -511679.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -511727.781250 Penalty: 4409.643555
	Iteration 58Q: 3 clusters Score -511727.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -511784.593750 Penalty: 4409.643555
	Iteration 59Q: 3 clusters Score -511784.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -511838.375000 Penalty: 4409.643555
	Iteration 60F: 3 clusters Score -511838.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -511887.625000 Penalty: 4409.643555
	Iteration 61Q: 3 clusters Score -511887.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -511927.531250 Penalty: 4409.643555
	Iteration 62Q: 3 clusters Score -511927.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -511960.562500 Penalty: 4409.643555
	Iteration 63Q: 3 clusters Score -511960.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -511991.375000 Penalty: 4409.643555
	Iteration 64Q: 3 clusters Score -511991.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -512029.468750 Penalty: 4409.643555
	Iteration 65Q: 3 clusters Score -512029.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -512057.906250 Penalty: 4409.643555
	Iteration 66Q: 3 clusters Score -512057.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -512083.656250 Penalty: 4409.643555
	Iteration 67Q: 3 clusters Score -512083.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -512105.687500 Penalty: 4409.643555
	Iteration 68Q: 3 clusters Score -512105.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -512125.437500 Penalty: 4409.643555
	Iteration 69Q: 3 clusters Score -512125.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -512137.906250 Penalty: 4409.643555
	Iteration 70Q: 3 clusters Score -512137.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -512148.125000 Penalty: 4409.643555
	Iteration 71Q: 3 clusters Score -512148.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -512159.000000 Penalty: 4409.643555
	Iteration 72Q: 3 clusters Score -512159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -512165.750000 Penalty: 4409.643555
	Iteration 73Q: 3 clusters Score -512165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -512170.187500 Penalty: 4409.643555
	Iteration 74Q: 3 clusters Score -512170.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -512177.218750 Penalty: 4409.643555
	Iteration 75Q: 3 clusters Score -512177.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -512182.187500 Penalty: 4409.643555
	Iteration 76Q: 3 clusters Score -512182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -512186.343750 Penalty: 4409.643555
	Iteration 77Q: 3 clusters Score -512186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -512192.031250 Penalty: 4409.643555
	Iteration 78Q: 3 clusters Score -512192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -512194.031250 Penalty: 4409.643555
	Iteration 79Q: 3 clusters Score -512194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -512200.000000 Penalty: 4409.643555
	Iteration 80F: 3 clusters Score -512200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -512204.250000 Penalty: 4409.643555
	Iteration 81Q: 3 clusters Score -512204.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -512207.250000 Penalty: 4409.643555
	Iteration 82Q: 3 clusters Score -512207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -512214.250000 Penalty: 4409.643555
	Iteration 83Q: 3 clusters Score -512214.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -512222.000000 Penalty: 4409.643555
	Iteration 84Q: 3 clusters Score -512222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -512226.312500 Penalty: 4409.643555
	Iteration 85Q: 3 clusters Score -512226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -512227.343750 Penalty: 4409.643555
	Iteration 86Q: 3 clusters Score -512227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -512227.500000 Penalty: 4409.643555
	Iteration 87Q: 3 clusters Score -512227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -512228.687500 Penalty: 4409.643555
	Iteration 88Q: 3 clusters Score -512228.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -512229.375000 Penalty: 4409.643555
	Iteration 89Q: 3 clusters Score -512229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -512228.593750 Penalty: 4409.643555
	Iteration 90Q: 3 clusters Score -512228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -512230.406250 Penalty: 4409.643555
	Iteration 91Q: 3 clusters Score -512230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -512230.187500 Penalty: 4409.643555
	Iteration 92Q: 3 clusters Score -512230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -512230.218750 Penalty: 4409.643555
	Iteration 93Q: 3 clusters Score -512230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -512231.093750 Penalty: 4409.643555
	Iteration 94Q: 3 clusters Score -512231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -512231.093750 Penalty: 4409.643555
	Iteration 95F: 3 clusters Score -512231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106273.632812 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106273.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -106749.468750 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106749.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -107040.632812 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -107040.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -107326.320312 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -107326.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -107515.570312 Penalty: 3516.264404
	Iteration 4F: 3 clusters Score -107515.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -107591.828125 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -107591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -107630.179688 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107655.726562 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -107669.515625 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -107681.664062 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107693.101562 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107693.101562 Penalty: 3516.264404
	Iteration 11F: 3 clusters Score -107693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -339892.218750 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339892.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -340907.250000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -340907.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -341149.156250 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -341149.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -341304.687500 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -341304.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -341426.437500 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -341426.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -341532.687500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -341532.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -341622.343750 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -341622.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -341714.093750 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -341714.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -341823.593750 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -341823.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -341924.125000 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -341924.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -342009.343750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -342009.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -342093.937500 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -342093.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -342147.656250 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -342147.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -342205.812500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -342205.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -342261.343750 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -342261.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -342322.843750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -342322.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -342377.718750 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -342377.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -342429.593750 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -342429.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -342478.343750 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -342478.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -342527.156250 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -342527.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -342585.656250 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -342585.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -342647.875000 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -342647.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -342708.656250 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -342708.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -342748.906250 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -342748.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -342781.031250 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -342781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -342799.187500 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -342799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -342814.250000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -342814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -342829.093750 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -342829.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -342848.375000 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -342848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -342864.000000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -342864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -342875.156250 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -342875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -342879.406250 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -342879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -342884.656250 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -342884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -342894.656250 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -342894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -342901.656250 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -342901.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -342907.500000 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -342907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -342914.281250 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -342914.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -342922.312500 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -342922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -342929.250000 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -342929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -342933.593750 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -342933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -342933.593750 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -342933.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 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 2670 members 
Entering Unmasked Estep 
Score: -398536.906250 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398536.9 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -399686.312500 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399686.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -399881.687500 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -399881.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -399999.593750 Penalty: 4244.648438
	Iteration 3Q: 3 clusters Score -399999.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -400072.375000 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400072.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -400115.468750 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400115.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -400151.500000 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400151.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -400188.281250 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400188.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -400221.343750 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -400221.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -400253.437500 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -400253.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -400290.187500 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -400290.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -400338.843750 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -400338.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -400392.875000 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -400392.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -400445.656250 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -400445.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -400492.312500 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -400492.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -400536.750000 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -400536.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -400577.031250 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -400577 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -400634.562500 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -400634.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -400698.687500 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -400698.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -400765.250000 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -400765.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -400841.468750 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -400841.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -400922.343750 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -400922.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -401001.843750 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -401001.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -401101.093750 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -401101.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -401185.437500 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -401185.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -401250.718750 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -401250.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -401322.875000 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -401322.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -401368.062500 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -401368.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -401392.250000 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -401392.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -401417.343750 Penalty: 4244.648438
	Iteration 29Q: 3 clusters Score -401417.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -401440.437500 Penalty: 4244.648438
	Iteration 30Q: 3 clusters Score -401440.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -401460.062500 Penalty: 4244.648438
	Iteration 31Q: 3 clusters Score -401460.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -401475.062500 Penalty: 4244.648438
	Iteration 32Q: 3 clusters Score -401475.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -401485.812500 Penalty: 4244.648438
	Iteration 33Q: 3 clusters Score -401485.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -401494.125000 Penalty: 4244.648438
	Iteration 34Q: 3 clusters Score -401494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -401501.093750 Penalty: 4244.648438
	Iteration 35Q: 3 clusters Score -401501.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -401507.750000 Penalty: 4244.648438
	Iteration 36Q: 3 clusters Score -401507.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -401516.156250 Penalty: 4244.648438
	Iteration 37Q: 3 clusters Score -401516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -401524.812500 Penalty: 4244.648438
	Iteration 38Q: 3 clusters Score -401524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -401529.250000 Penalty: 4244.648438
	Iteration 39Q: 3 clusters Score -401529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -401532.437500 Penalty: 4244.648438
	Iteration 40F: 3 clusters Score -401532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -401535.187500 Penalty: 4244.648438
	Iteration 41Q: 3 clusters Score -401535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -401539.281250 Penalty: 4244.648438
	Iteration 42Q: 3 clusters Score -401539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -401541.125000 Penalty: 4244.648438
	Iteration 43Q: 3 clusters Score -401541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -401543.875000 Penalty: 4244.648438
	Iteration 44Q: 3 clusters Score -401543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -401545.093750 Penalty: 4244.648438
	Iteration 45Q: 3 clusters Score -401545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -401546.031250 Penalty: 4244.648438
	Iteration 46Q: 3 clusters Score -401546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -401546.812500 Penalty: 4244.648438
	Iteration 47Q: 3 clusters Score -401546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -401546.812500 Penalty: 4244.648438
	Iteration 48F: 3 clusters Score -401546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -122936.671875 Penalty: 1799.561646
	Iteration 0F: 2 clusters Score -122936.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -120730.992188 Penalty: 3599.123291
	Iteration 0F: 3 clusters Score -120731 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121111.554688 Penalty: 3599.123291
	Iteration 1F: 3 clusters Score -121111.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121223.156250 Penalty: 3599.123291
	Iteration 2F: 3 clusters Score -121223.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121348.085938 Penalty: 3599.123291
	Iteration 3Q: 3 clusters Score -121348.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -121461.757812 Penalty: 3599.123291
	Iteration 4Q: 3 clusters Score -121461.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121531.304688 Penalty: 3599.123291
	Iteration 5Q: 3 clusters Score -121531.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -121579.921875 Penalty: 3599.123291
	Iteration 6Q: 3 clusters Score -121579.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121624.921875 Penalty: 3599.123291
	Iteration 7Q: 3 clusters Score -121624.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121654.117188 Penalty: 3599.123291
	Iteration 8Q: 3 clusters Score -121654.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -121680.031250 Penalty: 3599.123291
	Iteration 9Q: 3 clusters Score -121680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -121698.968750 Penalty: 3599.123291
	Iteration 10Q: 3 clusters Score -121699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -121714.085938 Penalty: 3599.123291
	Iteration 11Q: 3 clusters Score -121714.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121726.507812 Penalty: 3599.123291
	Iteration 12Q: 3 clusters Score -121726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121734.421875 Penalty: 3599.123291
	Iteration 13Q: 3 clusters Score -121734.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -121747.859375 Penalty: 3599.123291
	Iteration 14Q: 3 clusters Score -121747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -121755.273438 Penalty: 3599.123291
	Iteration 15Q: 3 clusters Score -121755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121763.601562 Penalty: 3599.123291
	Iteration 16Q: 3 clusters Score -121763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121772.828125 Penalty: 3599.123291
	Iteration 17Q: 3 clusters Score -121772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121787.757812 Penalty: 3599.123291
	Iteration 18Q: 3 clusters Score -121787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -121805.289062 Penalty: 3599.123291
	Iteration 19Q: 3 clusters Score -121805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121818.750000 Penalty: 3599.123291
	Iteration 20F: 3 clusters Score -121818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121833.164062 Penalty: 3599.123291
	Iteration 21Q: 3 clusters Score -121833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -121846.671875 Penalty: 3599.123291
	Iteration 22Q: 3 clusters Score -121846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -121860.171875 Penalty: 3599.123291
	Iteration 23Q: 3 clusters Score -121860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -121881.781250 Penalty: 3599.123291
	Iteration 24Q: 3 clusters Score -121881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -121903.414062 Penalty: 3599.123291
	Iteration 25Q: 3 clusters Score -121903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121911.960938 Penalty: 3599.123291
	Iteration 26Q: 3 clusters Score -121912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121917.476562 Penalty: 3599.123291
	Iteration 27Q: 3 clusters Score -121917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121926.859375 Penalty: 3599.123291
	Iteration 28Q: 3 clusters Score -121926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121929.484375 Penalty: 3599.123291
	Iteration 29Q: 3 clusters Score -121929.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121934.375000 Penalty: 3599.123291
	Iteration 30Q: 3 clusters Score -121934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121934.375000 Penalty: 3599.123291
	Iteration 31F: 3 clusters Score -121934.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61815.460938 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61815.46 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62193.511719 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -62193.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62401.726562 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62401.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62528.710938 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -62528.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62665.445312 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -62665.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62775.101562 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62775.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62847.585938 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62847.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62893.937500 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62893.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62929.382812 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62929.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62962.492188 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62962.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62985.613281 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62985.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62994.589844 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -62994.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63000.960938 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -63000.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63004.457031 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -63004.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63015.613281 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -63015.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63025.023438 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -63025.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63031.945312 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -63031.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63035.480469 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -63035.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63043.691406 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -63043.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63052.785156 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -63052.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63066.925781 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -63066.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63072.136719 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -63072.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63084.304688 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -63084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63095.417969 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -63095.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63103.164062 Penalty: 3318.041016
	Iteration 24Q: 3 clusters Score -63103.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63107.910156 Penalty: 3318.041016
	Iteration 25Q: 3 clusters Score -63107.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63109.097656 Penalty: 3318.041016
	Iteration 26Q: 3 clusters Score -63109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63109.097656 Penalty: 3318.041016
	Iteration 27F: 3 clusters Score -63109.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75085.953125 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75085.95 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75334.726562 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75334.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75425.359375 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -75425.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75476.203125 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75514.179688 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75514.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75534.195312 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75540.414062 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75540.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75544.460938 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -75544.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75547.671875 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -75547.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75551.500000 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -75551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75554.351562 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -75554.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75555.195312 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -75555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75556.648438 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -75556.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75558.976562 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -75558.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -75561.718750 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -75561.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75567.203125 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -75567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75572.132812 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -75572.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75574.632812 Penalty: 3423.261719
	Iteration 17Q: 3 clusters Score -75574.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75578.460938 Penalty: 3423.261719
	Iteration 18Q: 3 clusters Score -75578.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75580.312500 Penalty: 3423.261719
	Iteration 19Q: 3 clusters Score -75580.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75580.312500 Penalty: 3423.261719
	Iteration 20F: 3 clusters Score -75580.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -246427.171875 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -246427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243263.843750 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -243263.8 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -243938.890625 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -243938.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -244160.000000 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -244160 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -244327.828125 Penalty: 3933.739014
	Iteration 3F: 3 clusters Score -244327.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -244494.171875 Penalty: 3933.739014
	Iteration 4Q: 3 clusters Score -244494.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -244657.125000 Penalty: 3933.739014
	Iteration 5F: 3 clusters Score -244657.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -244799.890625 Penalty: 3933.739014
	Iteration 6F: 3 clusters Score -244799.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -244911.718750 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -244911.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -245018.703125 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -245018.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -245111.515625 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -245111.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -245194.875000 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -245194.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -245267.156250 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -245267.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -245304.531250 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -245304.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -245328.890625 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -245328.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -245340.062500 Penalty: 3933.739014
	Iteration 14Q: 3 clusters Score -245340.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -245350.453125 Penalty: 3933.739014
	Iteration 15Q: 3 clusters Score -245350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -245354.281250 Penalty: 3933.739014
	Iteration 16Q: 3 clusters Score -245354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -245357.671875 Penalty: 3933.739014
	Iteration 17Q: 3 clusters Score -245357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -245358.734375 Penalty: 3933.739014
	Iteration 18Q: 3 clusters Score -245358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -245360.171875 Penalty: 3933.739014
	Iteration 19Q: 3 clusters Score -245360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -245361.437500 Penalty: 3933.739014
	Iteration 20F: 3 clusters Score -245361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -245363.125000 Penalty: 3933.739014
	Iteration 21Q: 3 clusters Score -245363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -245365.218750 Penalty: 3933.739014
	Iteration 22Q: 3 clusters Score -245365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -245365.734375 Penalty: 3933.739014
	Iteration 23Q: 3 clusters Score -245365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -245365.734375 Penalty: 3933.739014
	Iteration 24F: 3 clusters Score -245365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99988.000000 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -99988 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -100395.031250 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100395 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100587.210938 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100587.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -100724.789062 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -100724.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -100853.390625 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -100853.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -100980.054688 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -100980.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -101098.945312 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -101098.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -101213.960938 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -101214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -101317.070312 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101317.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -101401.015625 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -101454.703125 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101454.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -101511.453125 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101511.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -101565.101562 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -101565.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -101595.679688 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -101595.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -101628.351562 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -101628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -101650.070312 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -101650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -101670.390625 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -101670.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -101696.015625 Penalty: 3492.974121
	Iteration 17Q: 3 clusters Score -101696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -101703.718750 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -101703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -101714.195312 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -101714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101748.046875 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -101748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -101782.742188 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -101782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101788.648438 Penalty: 3492.974121
	Iteration 22Q: 3 clusters Score -101788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -101792.484375 Penalty: 3492.974121
	Iteration 23Q: 3 clusters Score -101792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101796.265625 Penalty: 3492.974121
	Iteration 24Q: 3 clusters Score -101796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101798.781250 Penalty: 3492.974121
	Iteration 25Q: 3 clusters Score -101798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101801.296875 Penalty: 3492.974121
	Iteration 26Q: 3 clusters Score -101801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -101802.234375 Penalty: 3492.974121
	Iteration 27Q: 3 clusters Score -101802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -101802.234375 Penalty: 3492.974121
	Iteration 28F: 3 clusters Score -101802.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -211562.468750 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211562.5 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -212191.796875 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212191.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -212380.703125 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212380.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -212487.187500 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -212487.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -212556.765625 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212556.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -212618.218750 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212618.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -212664.437500 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212664.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -212696.406250 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212696.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -212724.140625 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212724.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -212737.468750 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212737.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -212747.640625 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -212755.968750 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -212761.218750 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212766.031250 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -212770.484375 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -212774.250000 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -212777.750000 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -212783.843750 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -212789.234375 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -212793.156250 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212793.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -212798.953125 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -212804.312500 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -212809.296875 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -212813.109375 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -212816.968750 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -212821.937500 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -212821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212825.828125 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -212825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212829.421875 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -212829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -212833.125000 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -212833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -212836.062500 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -212836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -212839.109375 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -212839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -212839.843750 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -212839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -212840.890625 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -212840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -212841.890625 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -212841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -212841.890625 Penalty: 3956.901855
	Iteration 34F: 3 clusters Score -212841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1358337.750000 Penalty: 2329.854980
	Iteration 0F: 2 clusters Score -1358338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1349439.625000 Penalty: 4659.709961
	Iteration 0F: 3 clusters Score -1349440 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1352000.000000 Penalty: 4659.709961
	Iteration 1F: 3 clusters Score -1352000 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1352316.500000 Penalty: 4659.709961
	Iteration 2F: 3 clusters Score -1352316 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1352536.125000 Penalty: 4659.709961
	Iteration 3Q: 3 clusters Score -1352536 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1352718.000000 Penalty: 4659.709961
	Iteration 4Q: 3 clusters Score -1352718 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1352875.875000 Penalty: 4659.709961
	Iteration 5Q: 3 clusters Score -1352876 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1353008.125000 Penalty: 4659.709961
	Iteration 6Q: 3 clusters Score -1353008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1353121.625000 Penalty: 4659.709961
	Iteration 7Q: 3 clusters Score -1353122 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1353223.500000 Penalty: 4659.709961
	Iteration 8Q: 3 clusters Score -1353224 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1353333.875000 Penalty: 4659.709961
	Iteration 9Q: 3 clusters Score -1353334 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1353438.875000 Penalty: 4659.709961
	Iteration 10Q: 3 clusters Score -1353439 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1353559.000000 Penalty: 4659.709961
	Iteration 11Q: 3 clusters Score -1353559 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1353705.625000 Penalty: 4659.709961
	Iteration 12Q: 3 clusters Score -1353706 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1353886.250000 Penalty: 4659.709961
	Iteration 13Q: 3 clusters Score -1353886 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1354063.125000 Penalty: 4659.709961
	Iteration 14Q: 3 clusters Score -1354063 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1354257.500000 Penalty: 4659.709961
	Iteration 15Q: 3 clusters Score -1354258 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1354473.250000 Penalty: 4659.709961
	Iteration 16Q: 3 clusters Score -1354473 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1354672.500000 Penalty: 4659.709961
	Iteration 17Q: 3 clusters Score -1354672 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1354876.500000 Penalty: 4659.709961
	Iteration 18Q: 3 clusters Score -1354876 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1355097.875000 Penalty: 4659.709961
	Iteration 19Q: 3 clusters Score -1355098 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1355320.000000 Penalty: 4659.709961
	Iteration 20F: 3 clusters Score -1355320 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1355513.750000 Penalty: 4659.709961
	Iteration 21Q: 3 clusters Score -1355514 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1355698.625000 Penalty: 4659.709961
	Iteration 22Q: 3 clusters Score -1355699 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1355836.125000 Penalty: 4659.709961
	Iteration 23Q: 3 clusters Score -1355836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1355962.625000 Penalty: 4659.709961
	Iteration 24Q: 3 clusters Score -1355963 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1356049.000000 Penalty: 4659.709961
	Iteration 25Q: 3 clusters Score -1356049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1356124.000000 Penalty: 4659.709961
	Iteration 26Q: 3 clusters Score -1356124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1356177.375000 Penalty: 4659.709961
	Iteration 27Q: 3 clusters Score -1356177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1356210.875000 Penalty: 4659.709961
	Iteration 28Q: 3 clusters Score -1356211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1356225.125000 Penalty: 4659.709961
	Iteration 29Q: 3 clusters Score -1356225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1356237.125000 Penalty: 4659.709961
	Iteration 30Q: 3 clusters Score -1356237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1356261.500000 Penalty: 4659.709961
	Iteration 31Q: 3 clusters Score -1356262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1356279.375000 Penalty: 4659.709961
	Iteration 32Q: 3 clusters Score -1356279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1356291.625000 Penalty: 4659.709961
	Iteration 33Q: 3 clusters Score -1356292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1356303.875000 Penalty: 4659.709961
	Iteration 34Q: 3 clusters Score -1356304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1356315.250000 Penalty: 4659.709961
	Iteration 35Q: 3 clusters Score -1356315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1356325.125000 Penalty: 4659.709961
	Iteration 36Q: 3 clusters Score -1356325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1356340.750000 Penalty: 4659.709961
	Iteration 37Q: 3 clusters Score -1356341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1356346.875000 Penalty: 4659.709961
	Iteration 38Q: 3 clusters Score -1356347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1356351.750000 Penalty: 4659.709961
	Iteration 39Q: 3 clusters Score -1356352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1356360.125000 Penalty: 4659.709961
	Iteration 40F: 3 clusters Score -1356360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1356364.375000 Penalty: 4659.709961
	Iteration 41Q: 3 clusters Score -1356364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1356368.750000 Penalty: 4659.709961
	Iteration 42Q: 3 clusters Score -1356369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1356371.250000 Penalty: 4659.709961
	Iteration 43Q: 3 clusters Score -1356371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1356375.250000 Penalty: 4659.709961
	Iteration 44Q: 3 clusters Score -1356375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1356376.875000 Penalty: 4659.709961
	Iteration 45Q: 3 clusters Score -1356377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1356379.000000 Penalty: 4659.709961
	Iteration 46Q: 3 clusters Score -1356379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1356381.000000 Penalty: 4659.709961
	Iteration 47Q: 3 clusters Score -1356381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1356388.125000 Penalty: 4659.709961
	Iteration 48Q: 3 clusters Score -1356388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1356389.125000 Penalty: 4659.709961
	Iteration 49Q: 3 clusters Score -1356389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1356390.500000 Penalty: 4659.709961
	Iteration 50Q: 3 clusters Score -1356390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1356393.500000 Penalty: 4659.709961
	Iteration 51Q: 3 clusters Score -1356394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1356393.500000 Penalty: 4659.709961
	Iteration 52Q: 3 clusters Score -1356394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1356395.500000 Penalty: 4659.709961
	Iteration 53Q: 3 clusters Score -1356396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1356395.500000 Penalty: 4659.709961
	Iteration 54F: 3 clusters Score -1356396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20560 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143952 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110199 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4179 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121678 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79429 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5600 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6287 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 100040 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 279Q: 78 clusters Score -1.50799e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20553 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143916 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110242 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4180 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3747 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121692 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79461 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5596 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6292 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 99977 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799264.000000 Penalty: 274824.687500
Iteration 280F: 78 clusters Score -1.507993e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20548 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143908 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110263 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4181 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3748 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121691 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79497 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6301 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1383 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 99902 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 884 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3949 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799232.000000 Penalty: 274824.687500
Iteration 281Q: 78 clusters Score -1.507992e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20542 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143919 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110289 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3748 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121673 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79528 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6304 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1384 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 99835 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 884 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799120.000000 Penalty: 274824.687500
Iteration 282Q: 78 clusters Score -1.507991e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16359 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20538 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143939 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110313 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121641 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79555 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6310 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1387 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 99772 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 283Q: 78 clusters Score -1.507992e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20528 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143940 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110332 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3748 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121613 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79586 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6316 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1390 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 99727 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799152.000000 Penalty: 274824.687500
Iteration 284Q: 78 clusters Score -1.507992e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20526 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143953 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110376 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121579 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79583 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6321 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1391 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 493 members 
Mstep: Class 60 contains 99695 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3948 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799184.000000 Penalty: 274824.687500
Iteration 285Q: 78 clusters Score -1.507992e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20521 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143955 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110425 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121559 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79570 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6329 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1392 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 493 members 
Mstep: Class 60 contains 99668 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3947 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1417 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 286Q: 78 clusters Score -1.507992e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20507 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143973 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110475 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121536 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79555 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6342 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1392 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 493 members 
Mstep: Class 60 contains 99640 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3947 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799216.000000 Penalty: 274824.687500
Iteration 287Q: 78 clusters Score -1.507992e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16342 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20496 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 143997 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110519 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121504 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79545 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6351 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99609 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3947 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799264.000000 Penalty: 274824.687500
Iteration 288Q: 78 clusters Score -1.507993e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20489 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144001 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110584 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121490 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79525 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6357 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99572 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3947 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799184.000000 Penalty: 274824.687500
Iteration 289Q: 78 clusters Score -1.507992e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16334 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20488 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144023 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110628 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121467 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79522 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6361 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99528 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3947 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799184.000000 Penalty: 274824.687500
Iteration 290Q: 78 clusters Score -1.507992e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20473 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144048 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110670 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3744 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121447 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79512 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6370 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99495 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3947 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799184.000000 Penalty: 274824.687500
Iteration 291Q: 78 clusters Score -1.507992e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20457 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144058 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110715 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3744 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121426 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79516 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6377 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99462 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799312.000000 Penalty: 274824.687500
Iteration 292Q: 78 clusters Score -1.507993e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20444 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144068 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110736 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121410 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79525 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6388 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99430 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799392.000000 Penalty: 274824.687500
Iteration 293Q: 78 clusters Score -1.507994e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16321 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20428 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144069 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110766 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121408 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79547 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6402 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99382 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799392.000000 Penalty: 274824.687500
Iteration 294Q: 78 clusters Score -1.507994e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16318 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20413 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144076 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110783 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121408 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79555 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6415 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99347 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799376.000000 Penalty: 274824.687500
Iteration 295Q: 78 clusters Score -1.507994e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16317 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20396 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144088 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110800 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121409 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79551 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6425 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99319 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799408.000000 Penalty: 274824.687500
Iteration 296Q: 78 clusters Score -1.507994e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16318 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20388 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144099 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110814 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121393 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79572 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6432 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99276 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799344.000000 Penalty: 274824.687500
Iteration 297Q: 78 clusters Score -1.507993e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16318 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20378 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144115 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110826 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121385 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79602 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6437 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99217 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799248.000000 Penalty: 274824.687500
Iteration 298Q: 78 clusters Score -1.507992e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20373 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144124 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110851 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121376 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79595 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6441 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99183 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799200.000000 Penalty: 274824.687500
Iteration 299Q: 78 clusters Score -1.507992e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16316 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20369 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144147 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110879 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121359 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79562 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6451 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99165 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799216.000000 Penalty: 274824.687500
Iteration 300F: 78 clusters Score -1.507992e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20361 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144157 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110906 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121354 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79543 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6458 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99143 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799200.000000 Penalty: 274824.687500
Iteration 301Q: 78 clusters Score -1.507992e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16310 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20356 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144175 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110943 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121342 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79515 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6460 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99127 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3946 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 302Q: 78 clusters Score -1.507991e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16308 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20348 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144185 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110967 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121339 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79491 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6468 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99115 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 303Q: 78 clusters Score -1.507991e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20341 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144212 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 110993 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121314 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79476 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6473 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99099 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 304Q: 78 clusters Score -1.507991e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16302 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20328 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144232 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111003 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121296 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79469 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6482 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99089 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 305Q: 78 clusters Score -1.507992e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16301 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20323 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144252 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111015 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121288 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79445 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6485 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99083 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 306Q: 78 clusters Score -1.507991e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16299 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20313 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144252 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111038 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121280 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79412 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6490 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99091 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799072.000000 Penalty: 274824.687500
Iteration 307Q: 78 clusters Score -1.507991e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16296 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20314 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144257 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111052 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121267 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79390 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6493 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99092 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 308Q: 78 clusters Score -1.507991e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20311 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144261 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111060 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121264 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79380 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6495 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99085 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799088.000000 Penalty: 274824.687500
Iteration 309Q: 78 clusters Score -1.507991e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16289 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20303 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144265 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111072 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121256 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79372 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6497 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99076 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 310Q: 78 clusters Score -1.507992e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20301 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144269 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111084 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121250 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79360 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6498 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99064 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3945 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799184.000000 Penalty: 274824.687500
Iteration 311Q: 78 clusters Score -1.507992e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16285 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20293 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144278 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111095 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121242 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79358 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6499 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99044 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3944 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799184.000000 Penalty: 274824.687500
Iteration 312Q: 78 clusters Score -1.507992e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144278 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111110 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121230 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79361 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6504 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99023 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799152.000000 Penalty: 274824.687500
Iteration 313Q: 78 clusters Score -1.507992e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144290 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111117 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121216 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79369 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6507 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99002 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 314Q: 78 clusters Score -1.507991e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16292 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144297 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111136 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121209 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79377 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98960 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 315Q: 78 clusters Score -1.507991e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16293 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144297 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111160 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121205 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79387 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6510 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98925 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 316Q: 78 clusters Score -1.507991e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20286 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144313 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111184 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121187 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79403 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5590 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6510 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98887 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798992.000000 Penalty: 274824.687500
Iteration 317Q: 78 clusters Score -1.50799e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144327 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111196 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121177 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79419 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6510 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98857 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2782 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 318Q: 78 clusters Score -1.507991e+08 nChanged 184
Entering ConstructFrom: 
Score: -150799056.000000 Penalty: 274824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -156699.937500 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156699.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -157211.734375 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157211.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157389.281250 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157389.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -157505.156250 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -157505.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -157600.375000 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157600.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157693.515625 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157693.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157801.906250 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157801.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157866.062500 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -157866.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157909.609375 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -157909.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157942.781250 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -157942.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -157985.546875 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -157985.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158015.234375 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -158015.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -158039.390625 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -158039.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -158050.703125 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -158050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158057.562500 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -158057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158065.218750 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -158065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158071.046875 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -158071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158076.265625 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -158076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158079.390625 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -158079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158081.125000 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -158081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158082.718750 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -158082.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -595663.812500 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595663.8 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -597403.875000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597403.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -597722.625000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597722.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -597927.937500 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -597927.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -598086.375000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -598086.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -598227.937500 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -598227.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -598358.250000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598358.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -598469.625000 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598469.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -598556.500000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598556.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -598622.750000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598622.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -598688.312500 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598688.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -598749.625000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -598749.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -598804.687500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -598804.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -598859.250000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -598859.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -598914.875000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -598914.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -598975.187500 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -598975.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -599039.250000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -599039.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -599089.625000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -599089.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -599139.375000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -599139.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -599186.312500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -599186.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -599238.062500 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -599238.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -599292.125000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -599292.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -599349.500000 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -599349.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -599420.187500 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -599420.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -599504.875000 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -599504.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -599565.875000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -599565.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -599622.250000 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -599622.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -599670.125000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -599670.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -599717.562500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -599717.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -599759.437500 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -599759.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -599799.687500 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -599799.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -599826.625000 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -599826.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -599856.875000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -599856.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -599879.812500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -599879.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -599906.750000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -599906.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -599924.625000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -599924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -599946.437500 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -599946.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -599959.187500 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -599959.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -599967.250000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -599967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -599974.375000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -599974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -599983.312500 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -599983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -599988.687500 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -599988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -599994.625000 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -599994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -600001.125000 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -600001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -600007.187500 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -600007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -600010.875000 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -600010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -600013.625000 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -600013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -600015.562500 Penalty: 4438.434082
	Iteration 47Q: 3 clusters Score -600015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -600017.062500 Penalty: 4438.434082
	Iteration 48Q: 3 clusters Score -600017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -600019.312500 Penalty: 4438.434082
	Iteration 49Q: 3 clusters Score -600019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -600019.000000 Penalty: 4438.434082
	Iteration 50Q: 3 clusters Score -600019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -600019.000000 Penalty: 4438.434082
	Iteration 51F: 3 clusters Score -600019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -81344.757812 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81344.76 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -81897.265625 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -81897.27 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82169.132812 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -82169.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -82370.812500 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -82370.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82484.585938 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -82484.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -82574.148438 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -82574.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -82624.750000 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -82624.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -82672.054688 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -82672.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82733.687500 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -82733.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82787.132812 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -82787.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -82829.945312 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -82829.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82869.679688 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -82869.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82902.726562 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -82902.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -82928.796875 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -82928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82947.867188 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -82947.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -82973.601562 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -82973.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83005.414062 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -83005.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83026.484375 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -83026.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83042.664062 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -83042.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83051.664062 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -83051.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83053.390625 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -83053.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -446116.000000 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446116 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -447458.156250 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447458.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -447763.781250 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447763.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -447982.218750 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -447982.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -448165.750000 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -448165.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -448374.718750 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -448374.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -448569.375000 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -448569.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -448767.000000 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -448767 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -448985.500000 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -448985.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -449199.812500 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -449199.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -449350.968750 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -449351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -449478.750000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -449478.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -449570.875000 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -449570.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -449629.718750 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -449629.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -449661.718750 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -449661.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -449686.281250 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -449686.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -449706.125000 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -449706.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -449724.500000 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -449724.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -449735.656250 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -449735.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -449744.156250 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -449744.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -449750.500000 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -449750.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -449755.812500 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -449755.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -449760.562500 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -449760.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -449763.875000 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -449763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -449765.906250 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -449765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -449768.656250 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -449768.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -449771.562500 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -449771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -449775.687500 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -449775.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -449781.031250 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -449781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -449783.156250 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -449783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -449787.687500 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -449787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -449788.312500 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -449788.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -449789.406250 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -449789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -449790.375000 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -449790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -449790.718750 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -449790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -449792.312500 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -449792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -449792.218750 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -449792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -449793.468750 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -449793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -449793.281250 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -449793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -449797.062500 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -449797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -449797.562500 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -449797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -449799.187500 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -449799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -449801.312500 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -449801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -449802.406250 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -449802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -449803.187500 Penalty: 4310.141602
	Iteration 44Q: 3 clusters Score -449803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -449804.906250 Penalty: 4310.141602
	Iteration 45Q: 3 clusters Score -449804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -449805.468750 Penalty: 4310.141602
	Iteration 46Q: 3 clusters Score -449805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -449806.468750 Penalty: 4310.141602
	Iteration 47Q: 3 clusters Score -449806.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -449807.937500 Penalty: 4310.141602
	Iteration 48Q: 3 clusters Score -449807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -449811.187500 Penalty: 4310.141602
	Iteration 49Q: 3 clusters Score -449811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -449811.375000 Penalty: 4310.141602
	Iteration 50Q: 3 clusters Score -449811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -449813.843750 Penalty: 4310.141602
	Iteration 51Q: 3 clusters Score -449813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -449815.531250 Penalty: 4310.141602
	Iteration 52Q: 3 clusters Score -449815.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -449818.593750 Penalty: 4310.141602
	Iteration 53Q: 3 clusters Score -449818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -449820.937500 Penalty: 4310.141602
	Iteration 54Q: 3 clusters Score -449820.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -449827.187500 Penalty: 4310.141602
	Iteration 55Q: 3 clusters Score -449827.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -449833.187500 Penalty: 4310.141602
	Iteration 56Q: 3 clusters Score -449833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -449838.843750 Penalty: 4310.141602
	Iteration 57Q: 3 clusters Score -449838.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -449846.781250 Penalty: 4310.141602
	Iteration 58Q: 3 clusters Score -449846.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -449852.718750 Penalty: 4310.141602
	Iteration 59Q: 3 clusters Score -449852.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -449857.343750 Penalty: 4310.141602
	Iteration 60F: 3 clusters Score -449857.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -449863.156250 Penalty: 4310.141602
	Iteration 61Q: 3 clusters Score -449863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -449870.562500 Penalty: 4310.141602
	Iteration 62Q: 3 clusters Score -449870.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -449877.125000 Penalty: 4310.141602
	Iteration 63Q: 3 clusters Score -449877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -449882.562500 Penalty: 4310.141602
	Iteration 64Q: 3 clusters Score -449882.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -449890.812500 Penalty: 4310.141602
	Iteration 65Q: 3 clusters Score -449890.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -449899.562500 Penalty: 4310.141602
	Iteration 66Q: 3 clusters Score -449899.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -449907.500000 Penalty: 4310.141602
	Iteration 67Q: 3 clusters Score -449907.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -449916.312500 Penalty: 4310.141602
	Iteration 68Q: 3 clusters Score -449916.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -449926.250000 Penalty: 4310.141602
	Iteration 69Q: 3 clusters Score -449926.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -449942.156250 Penalty: 4310.141602
	Iteration 70Q: 3 clusters Score -449942.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -449957.593750 Penalty: 4310.141602
	Iteration 71Q: 3 clusters Score -449957.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -449972.781250 Penalty: 4310.141602
	Iteration 72Q: 3 clusters Score -449972.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -449985.750000 Penalty: 4310.141602
	Iteration 73Q: 3 clusters Score -449985.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -450000.875000 Penalty: 4310.141602
	Iteration 74Q: 3 clusters Score -450000.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -450012.375000 Penalty: 4310.141602
	Iteration 75Q: 3 clusters Score -450012.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -450024.156250 Penalty: 4310.141602
	Iteration 76Q: 3 clusters Score -450024.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -450045.500000 Penalty: 4310.141602
	Iteration 77Q: 3 clusters Score -450045.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -450068.812500 Penalty: 4310.141602
	Iteration 78Q: 3 clusters Score -450068.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -450091.062500 Penalty: 4310.141602
	Iteration 79Q: 3 clusters Score -450091.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -450113.187500 Penalty: 4310.141602
	Iteration 80F: 3 clusters Score -450113.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -450142.687500 Penalty: 4310.141602
	Iteration 81Q: 3 clusters Score -450142.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -450170.187500 Penalty: 4310.141602
	Iteration 82Q: 3 clusters Score -450170.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -450203.093750 Penalty: 4310.141602
	Iteration 83Q: 3 clusters Score -450203.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -450249.906250 Penalty: 4310.141602
	Iteration 84Q: 3 clusters Score -450249.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -450307.875000 Penalty: 4310.141602
	Iteration 85Q: 3 clusters Score -450307.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -450380.718750 Penalty: 4310.141602
	Iteration 86Q: 3 clusters Score -450380.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -450474.562500 Penalty: 4310.141602
	Iteration 87Q: 3 clusters Score -450474.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -450592.031250 Penalty: 4310.141602
	Iteration 88Q: 3 clusters Score -450592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -450663.343750 Penalty: 4310.141602
	Iteration 89Q: 3 clusters Score -450663.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -450692.781250 Penalty: 4310.141602
	Iteration 90Q: 3 clusters Score -450692.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -450717.406250 Penalty: 4310.141602
	Iteration 91Q: 3 clusters Score -450717.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -450730.187500 Penalty: 4310.141602
	Iteration 92Q: 3 clusters Score -450730.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -450737.500000 Penalty: 4310.141602
	Iteration 93Q: 3 clusters Score -450737.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -450744.375000 Penalty: 4310.141602
	Iteration 94Q: 3 clusters Score -450744.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -450748.968750 Penalty: 4310.141602
	Iteration 95Q: 3 clusters Score -450749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -450751.937500 Penalty: 4310.141602
	Iteration 96Q: 3 clusters Score -450751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -450752.562500 Penalty: 4310.141602
	Iteration 97Q: 3 clusters Score -450752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -450757.687500 Penalty: 4310.141602
	Iteration 98Q: 3 clusters Score -450757.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -450762.031250 Penalty: 4310.141602
	Iteration 99Q: 3 clusters Score -450762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -450765.687500 Penalty: 4310.141602
	Iteration 100F: 3 clusters Score -450765.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -450769.687500 Penalty: 4310.141602
	Iteration 101Q: 3 clusters Score -450769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -450772.031250 Penalty: 4310.141602
	Iteration 102Q: 3 clusters Score -450772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -450777.406250 Penalty: 4310.141602
	Iteration 103Q: 3 clusters Score -450777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -450779.593750 Penalty: 4310.141602
	Iteration 104Q: 3 clusters Score -450779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -450781.250000 Penalty: 4310.141602
	Iteration 105Q: 3 clusters Score -450781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -450781.812500 Penalty: 4310.141602
	Iteration 106Q: 3 clusters Score -450781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -450783.375000 Penalty: 4310.141602
	Iteration 107Q: 3 clusters Score -450783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -450784.562500 Penalty: 4310.141602
	Iteration 108Q: 3 clusters Score -450784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -450786.625000 Penalty: 4310.141602
	Iteration 109Q: 3 clusters Score -450786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -450786.968750 Penalty: 4310.141602
	Iteration 110Q: 3 clusters Score -450787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -450787.843750 Penalty: 4310.141602
	Iteration 111Q: 3 clusters Score -450787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -450787.843750 Penalty: 4310.141602
	Iteration 112F: 3 clusters Score -450787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -100165.375000 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100165.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100524.312500 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100524.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -100605.265625 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100605.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -100633.781250 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100633.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100656.234375 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -100674.570312 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100674.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100692.390625 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100692.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100699.445312 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100705.156250 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100707.953125 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -100708.992188 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -100709.664062 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100710.187500 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100710.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100710.187500 Penalty: 3588.151855
	Iteration 13F: 3 clusters Score -100710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54540.546875 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54540.55 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54840.511719 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54840.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54960.406250 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -54960.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55000.210938 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -55000.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55023.207031 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55023.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55034.707031 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55034.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55047.382812 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55047.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55056.507812 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55056.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55065.195312 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55070.125000 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -55070.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55070.125000 Penalty: 3356.602051
	Iteration 10F: 3 clusters Score -55070.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 2975.046143
	Iteration 0F: 2 clusters Score -1.336454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -13255601.000000 Penalty: 5950.092285
	Iteration 0F: 3 clusters Score -1.32556e+07 nChanged 77621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -13300320.000000 Penalty: 5950.092285
	Iteration 1F: 3 clusters Score -1.330032e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -13301351.000000 Penalty: 5950.092285
	Iteration 2Q: 3 clusters Score -1.330135e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -13303056.000000 Penalty: 5950.092285
	Iteration 3Q: 3 clusters Score -1.330306e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -13306146.000000 Penalty: 5950.092285
	Iteration 4Q: 3 clusters Score -1.330615e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -13312022.000000 Penalty: 5950.092285
	Iteration 5F: 3 clusters Score -1.331202e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 119108 members 
Entering Unmasked Estep 
Score: -13321896.000000 Penalty: 5950.092285
	Iteration 6F: 3 clusters Score -1.33219e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 133245 members 
Entering Unmasked Estep 
Score: -13335186.000000 Penalty: 5950.092285
	Iteration 7F: 3 clusters Score -1.333519e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -13347258.000000 Penalty: 5950.092285
	Iteration 8F: 3 clusters Score -1.334726e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 153815 members 
Entering Unmasked Estep 
Score: -13354863.000000 Penalty: 5950.092285
	Iteration 9F: 3 clusters Score -1.335486e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -13358657.000000 Penalty: 5950.092285
	Iteration 10Q: 3 clusters Score -1.335866e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 160219 members 
Entering Unmasked Estep 
Score: -13360387.000000 Penalty: 5950.092285
	Iteration 11Q: 3 clusters Score -1.336039e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -13361160.000000 Penalty: 5950.092285
	Iteration 12Q: 3 clusters Score -1.336116e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 161463 members 
Entering Unmasked Estep 
Score: -13361517.000000 Penalty: 5950.092285
	Iteration 13Q: 3 clusters Score -1.336152e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 161605 members 
Entering Unmasked Estep 
Score: -13361677.000000 Penalty: 5950.092285
	Iteration 14Q: 3 clusters Score -1.336168e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161681 members 
Entering Unmasked Estep 
Score: -13361751.000000 Penalty: 5950.092285
	Iteration 15Q: 3 clusters Score -1.336175e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -13361832.000000 Penalty: 5950.092285
	Iteration 16Q: 3 clusters Score -1.336183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -13361856.000000 Penalty: 5950.092285
	Iteration 17Q: 3 clusters Score -1.336186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 161757 members 
Entering Unmasked Estep 
Score: -13361898.000000 Penalty: 5950.092285
	Iteration 18Q: 3 clusters Score -1.33619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161772 members 
Entering Unmasked Estep 
Score: -13361916.000000 Penalty: 5950.092285
	Iteration 19Q: 3 clusters Score -1.336192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -13361922.000000 Penalty: 5950.092285
	Iteration 20F: 3 clusters Score -1.336192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -13361929.000000 Penalty: 5950.092285
	Iteration 21Q: 3 clusters Score -1.336193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 161785 members 
Entering Unmasked Estep 
Score: -13361941.000000 Penalty: 5950.092285
	Iteration 22Q: 3 clusters Score -1.336194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 161790 members 
Entering Unmasked Estep 
Score: -13361937.000000 Penalty: 5950.092285
	Iteration 23Q: 3 clusters Score -1.336194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161795 members 
Entering Unmasked Estep 
Score: -13361964.000000 Penalty: 5950.092285
	Iteration 24Q: 3 clusters Score -1.336196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -13361966.000000 Penalty: 5950.092285
	Iteration 25Q: 3 clusters Score -1.336197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -13361966.000000 Penalty: 5950.092285
	Iteration 26Q: 3 clusters Score -1.336197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -13361973.000000 Penalty: 5950.092285
	Iteration 27Q: 3 clusters Score -1.336197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -13361976.000000 Penalty: 5950.092285
	Iteration 28Q: 3 clusters Score -1.336198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 161802 members 
Entering Unmasked Estep 
Score: -13361976.000000 Penalty: 5950.092285
	Iteration 29F: 3 clusters Score -1.336198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -1508715.500000 Penalty: 2405.134521
	Iteration 0F: 2 clusters Score -1508716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1497070.125000 Penalty: 4810.269043
	Iteration 0F: 3 clusters Score -1497070 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1500970.250000 Penalty: 4810.269043
	Iteration 1F: 3 clusters Score -1500970 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1501445.875000 Penalty: 4810.269043
	Iteration 2F: 3 clusters Score -1501446 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1501872.750000 Penalty: 4810.269043
	Iteration 3F: 3 clusters Score -1501873 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1502283.000000 Penalty: 4810.269043
	Iteration 4Q: 3 clusters Score -1502283 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1502680.875000 Penalty: 4810.269043
	Iteration 5Q: 3 clusters Score -1502681 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1503111.875000 Penalty: 4810.269043
	Iteration 6Q: 3 clusters Score -1503112 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1503567.000000 Penalty: 4810.269043
	Iteration 7Q: 3 clusters Score -1503567 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1504022.375000 Penalty: 4810.269043
	Iteration 8Q: 3 clusters Score -1504022 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1504481.625000 Penalty: 4810.269043
	Iteration 9Q: 3 clusters Score -1504482 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1504947.625000 Penalty: 4810.269043
	Iteration 10Q: 3 clusters Score -1504948 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1505389.250000 Penalty: 4810.269043
	Iteration 11Q: 3 clusters Score -1505389 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1505750.375000 Penalty: 4810.269043
	Iteration 12Q: 3 clusters Score -1505750 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1506020.375000 Penalty: 4810.269043
	Iteration 13Q: 3 clusters Score -1506020 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1506260.750000 Penalty: 4810.269043
	Iteration 14Q: 3 clusters Score -1506261 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1506411.500000 Penalty: 4810.269043
	Iteration 15Q: 3 clusters Score -1506412 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1506527.125000 Penalty: 4810.269043
	Iteration 16Q: 3 clusters Score -1506527 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1506605.750000 Penalty: 4810.269043
	Iteration 17Q: 3 clusters Score -1506606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1506672.500000 Penalty: 4810.269043
	Iteration 18Q: 3 clusters Score -1506672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1506728.750000 Penalty: 4810.269043
	Iteration 19Q: 3 clusters Score -1506729 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1506764.750000 Penalty: 4810.269043
	Iteration 20F: 3 clusters Score -1506765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1506797.875000 Penalty: 4810.269043
	Iteration 21Q: 3 clusters Score -1506798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1506812.250000 Penalty: 4810.269043
	Iteration 22Q: 3 clusters Score -1506812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1506826.500000 Penalty: 4810.269043
	Iteration 23Q: 3 clusters Score -1506826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1506843.500000 Penalty: 4810.269043
	Iteration 24Q: 3 clusters Score -1506844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1506849.625000 Penalty: 4810.269043
	Iteration 25Q: 3 clusters Score -1506850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1506856.125000 Penalty: 4810.269043
	Iteration 26Q: 3 clusters Score -1506856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1506862.500000 Penalty: 4810.269043
	Iteration 27Q: 3 clusters Score -1506862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1506869.375000 Penalty: 4810.269043
	Iteration 28Q: 3 clusters Score -1506869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1506876.500000 Penalty: 4810.269043
	Iteration 29Q: 3 clusters Score -1506876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1506881.750000 Penalty: 4810.269043
	Iteration 30Q: 3 clusters Score -1506882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1506884.500000 Penalty: 4810.269043
	Iteration 31Q: 3 clusters Score -1506884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1506882.750000 Penalty: 4810.269043
	Iteration 32Q: 3 clusters Score -1506883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1506882.750000 Penalty: 4810.269043
	Iteration 33F: 3 clusters Score -1506883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -240621.265625 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240621.3 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -241582.953125 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -241583 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -242082.437500 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -242082.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -242511.781250 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -242511.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -242861.093750 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -242861.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -243140.250000 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -243140.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -243362.765625 Penalty: 4098.868652
	Iteration 6F: 3 clusters Score -243362.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -243538.218750 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -243538.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -243685.703125 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243685.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -243794.125000 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243794.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -243862.187500 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243862.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -243906.125000 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -243906.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243929.546875 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -243929.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -243948.281250 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -243948.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -243962.328125 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -243962.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243975.703125 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -243975.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243994.968750 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -243995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -244014.359375 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -244014.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244024.343750 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -244024.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -244031.906250 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -244031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -244034.906250 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -244034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -244037.375000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -244037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -244041.515625 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -244041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -244043.828125 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -244043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244044.593750 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -244044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244046.093750 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -244046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -244049.015625 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -244049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -244052.109375 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -244052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244054.406250 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -244054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244054.406250 Penalty: 4098.868652
	Iteration 29F: 3 clusters Score -244054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -241758.531250 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241758.5 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -242410.562500 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242410.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -242551.875000 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242551.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -242628.468750 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242628.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -242681.062500 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242681.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -242716.078125 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242716.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -242749.171875 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242749.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -242779.406250 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242779.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -242802.109375 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242802.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -242825.265625 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242825.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -242840.968750 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -242850.609375 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242850.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -242860.031250 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -242860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242864.562500 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -242864.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -242867.000000 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -242867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242869.343750 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -242869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242870.375000 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -242870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -242870.578125 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -242870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -242872.218750 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -242872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -242874.656250 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -242874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -242877.703125 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -242877.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -242879.531250 Penalty: 3995.830322
	Iteration 21Q: 3 clusters Score -242879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242882.734375 Penalty: 3995.830322
	Iteration 22Q: 3 clusters Score -242882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242884.640625 Penalty: 3995.830322
	Iteration 23Q: 3 clusters Score -242884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242885.703125 Penalty: 3995.830322
	Iteration 24Q: 3 clusters Score -242885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242885.687500 Penalty: 3995.830322
	Iteration 25Q: 3 clusters Score -242885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242885.687500 Penalty: 3995.830322
	Iteration 26F: 3 clusters Score -242885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -539343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -534456.062500 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -534456.1 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -535710.562500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -535710.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -535896.750000 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -535896.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -536028.250000 Penalty: 4286.024902
	Iteration 3Q: 3 clusters Score -536028.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -536132.437500 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -536132.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -536238.062500 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -536238.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -536336.937500 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -536336.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -536446.187500 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -536446.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -536540.562500 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -536540.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -536644.750000 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -536644.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -536778.500000 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -536778.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -536909.812500 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -536909.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -537055.625000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -537055.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -537194.375000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -537194.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -537307.062500 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -537307.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -537405.875000 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -537405.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -537479.125000 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -537479.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -537531.000000 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -537531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -537567.875000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -537567.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -537593.625000 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -537593.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -537610.375000 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -537610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -537622.937500 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -537622.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -537637.937500 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -537637.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -537656.562500 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -537656.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -537668.937500 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -537668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -537678.187500 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -537678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -537686.625000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -537686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -537691.000000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -537691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -537693.375000 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -537693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -537696.500000 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -537696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -537697.875000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -537697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -537697.875000 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -537697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -537699.125000 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -537699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -537699.062500 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -537699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -537699.062500 Penalty: 4286.024902
	Iteration 34F: 3 clusters Score -537699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1020966.375000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020966 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1023964.625000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023965 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1024374.625000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024375 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1024733.500000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1024734 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1025048.500000 Penalty: 4684.493164
	Iteration 4F: 3 clusters Score -1025048 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1025333.125000 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1025333 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1025642.875000 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1025643 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1025946.562500 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1025947 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1026248.875000 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1026249 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1026529.875000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1026530 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1026783.250000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1026783 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1026976.750000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1026977 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1027178.250000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1027178 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1027365.562500 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1027366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1027563.250000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1027563 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1027727.625000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1027728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1027856.250000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1027856 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1027958.937500 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1027959 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1028043.625000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1028044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1028092.187500 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1028092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1028135.375000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1028135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1028165.875000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1028166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1028182.437500 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1028182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1028200.875000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1028201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1028210.500000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1028210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1028218.625000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1028219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1028224.437500 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1028224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1028233.437500 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1028233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1028240.375000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1028240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1028245.875000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1028246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1028255.562500 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1028256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1028261.562500 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1028262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1028265.812500 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1028266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1028265.375000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1028265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1028269.875000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1028270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1028268.937500 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1028269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1028269.437500 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1028269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1028270.937500 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1028271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1028270.937500 Penalty: 4684.493164
	Iteration 38F: 3 clusters Score -1028271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Entering Unmasked Estep 
Score: -1932030.375000 Penalty: 2459.537354
	Iteration 0F: 2 clusters Score -1932030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1917806.500000 Penalty: 4919.074707
	Iteration 0F: 3 clusters Score -1917806 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1922572.250000 Penalty: 4919.074707
	Iteration 1F: 3 clusters Score -1922572 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1923088.500000 Penalty: 4919.074707
	Iteration 2F: 3 clusters Score -1923088 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1923544.875000 Penalty: 4919.074707
	Iteration 3F: 3 clusters Score -1923545 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1923957.875000 Penalty: 4919.074707
	Iteration 4Q: 3 clusters Score -1923958 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1926339 nChanged 883
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Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1926899 nChanged 820
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Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1927370 nChanged 682
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Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1927871 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1927983 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1928071 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1928144 nChanged 212
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Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1928215 nChanged 224
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Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1928356 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1928415 nChanged 209
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Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1928486 nChanged 191
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Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1928536 nChanged 158
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Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1928591 nChanged 155
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Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1928628 nChanged 169
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1928673 nChanged 161
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Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1928716 nChanged 135
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1928753 nChanged 135
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Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 14070 members 
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	Iteration 28Q: 3 clusters Score -1928787 nChanged 137
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Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1928866 nChanged 124
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1928895 nChanged 120
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Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1928923 nChanged 112
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Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 14586 members 
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	Iteration 33Q: 3 clusters Score -1928946 nChanged 115
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1928972 nChanged 95
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Mstep: Class 1 contains 5520 members 
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	Iteration 35Q: 3 clusters Score -1928998 nChanged 84
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Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1929008 nChanged 81
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1929023 nChanged 72
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Mstep: Class 1 contains 5301 members 
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	Iteration 38Q: 3 clusters Score -1929037 nChanged 64
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Mstep: Class 1 contains 5241 members 
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	Iteration 39Q: 3 clusters Score -1929045 nChanged 70
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Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1929047 nChanged 65
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 15231 members 
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	Iteration 42Q: 3 clusters Score -1929080 nChanged 83
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Mstep: Class 1 contains 4976 members 
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	Iteration 43Q: 3 clusters Score -1929110 nChanged 84
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Mstep: Class 1 contains 4902 members 
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	Iteration 44Q: 3 clusters Score -1929124 nChanged 77
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Mstep: Class 1 contains 4829 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1929140 nChanged 86
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Mstep: Class 1 contains 4745 members 
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	Iteration 46Q: 3 clusters Score -1929155 nChanged 70
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Mstep: Class 1 contains 4677 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1929171 nChanged 48
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Mstep: Class 1 contains 4633 members 
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	Iteration 48Q: 3 clusters Score -1929184 nChanged 56
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Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15705 members 
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	Iteration 49Q: 3 clusters Score -1929192 nChanged 67
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Mstep: Class 1 contains 4512 members 
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	Iteration 50Q: 3 clusters Score -1929210 nChanged 77
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Mstep: Class 1 contains 4437 members 
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	Iteration 51Q: 3 clusters Score -1929226 nChanged 79
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 15920 members 
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	Iteration 52Q: 3 clusters Score -1929246 nChanged 89
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1929271 nChanged 97
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Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 16098 members 
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	Iteration 54Q: 3 clusters Score -1929296 nChanged 104
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Mstep: Class 1 contains 4080 members 
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	Iteration 55Q: 3 clusters Score -1929326 nChanged 123
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Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1929358 nChanged 122
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Mstep: Class 1 contains 3837 members 
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	Iteration 57Q: 3 clusters Score -1929413 nChanged 146
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Mstep: Class 1 contains 3693 members 
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	Iteration 58Q: 3 clusters Score -1929468 nChanged 137
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Mstep: Class 1 contains 3556 members 
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	Iteration 59Q: 3 clusters Score -1929516 nChanged 141
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 16865 members 
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	Iteration 60F: 3 clusters Score -1929566 nChanged 145
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17010 members 
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	Iteration 61Q: 3 clusters Score -1929609 nChanged 127
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Mstep: Class 1 contains 3145 members 
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	Iteration 62Q: 3 clusters Score -1929653 nChanged 133
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Mstep: Class 1 contains 3014 members 
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	Iteration 63Q: 3 clusters Score -1929693 nChanged 123
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Mstep: Class 1 contains 2891 members 
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	Iteration 64Q: 3 clusters Score -1929740 nChanged 115
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Mstep: Class 1 contains 2778 members 
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	Iteration 65Q: 3 clusters Score -1929787 nChanged 118
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Mstep: Class 1 contains 2660 members 
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	Iteration 66Q: 3 clusters Score -1929817 nChanged 113
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Mstep: Class 1 contains 2547 members 
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	Iteration 67Q: 3 clusters Score -1929854 nChanged 129
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Mstep: Class 1 contains 2420 members 
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	Iteration 68Q: 3 clusters Score -1929906 nChanged 132
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Mstep: Class 1 contains 2288 members 
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	Iteration 69Q: 3 clusters Score -1929964 nChanged 131
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Mstep: Class 2 contains 18125 members 
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	Iteration 70Q: 3 clusters Score -1930015 nChanged 114
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18237 members 
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	Iteration 71Q: 3 clusters Score -1930072 nChanged 103
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Mstep: Class 1 contains 1944 members 
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	Iteration 72Q: 3 clusters Score -1930117 nChanged 106
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	Iteration 73Q: 3 clusters Score -1930170 nChanged 107
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	Iteration 74Q: 3 clusters Score -1930230 nChanged 99
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Mstep: Class 1 contains 1636 members 
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	Iteration 75Q: 3 clusters Score -1930275 nChanged 83
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	Iteration 76Q: 3 clusters Score -1930326 nChanged 77
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	Iteration 78Q: 3 clusters Score -1930392 nChanged 48
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	Iteration 79Q: 3 clusters Score -1930421 nChanged 38
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	Iteration 80F: 3 clusters Score -1930435 nChanged 25
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	Iteration 81Q: 3 clusters Score -1930440 nChanged 19
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	Iteration 82Q: 3 clusters Score -1930449 nChanged 13
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	Iteration 83Q: 3 clusters Score -1930449 nChanged 11
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	Iteration 84Q: 3 clusters Score -1930457 nChanged 14
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	Iteration 85Q: 3 clusters Score -1930465 nChanged 8
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	Iteration 86Q: 3 clusters Score -1930468 nChanged 14
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	Iteration 87Q: 3 clusters Score -1930470 nChanged 15
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	Iteration 88Q: 3 clusters Score -1930478 nChanged 5
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	Iteration 89Q: 3 clusters Score -1930478 nChanged 8
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	Iteration 90Q: 3 clusters Score -1930479 nChanged 5
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	Iteration 91Q: 3 clusters Score -1930479 nChanged 2
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	Iteration 92Q: 3 clusters Score -1930481 nChanged 1
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	Iteration 94Q: 3 clusters Score -1930482 nChanged 2
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	Iteration 95Q: 3 clusters Score -1930481 nChanged 1
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	Iteration 96Q: 3 clusters Score -1930480 nChanged 2
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	Iteration 97Q: 3 clusters Score -1930478 nChanged 3
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	Iteration 98Q: 3 clusters Score -1930481 nChanged 1
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Entering Unmasked Estep 
Score: -1930481.375000 Penalty: 4919.074707
	Iteration 99Q: 3 clusters Score -1930481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1930481.875000 Penalty: 4919.074707
	Iteration 100F: 3 clusters Score -1930482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1930481.250000 Penalty: 4919.074707
	Iteration 101Q: 3 clusters Score -1930481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1930481.250000 Penalty: 4919.074707
	Iteration 102F: 3 clusters Score -1930481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Entering Unmasked Estep 
Score: -3561032.500000 Penalty: 2650.404541
	Iteration 0F: 2 clusters Score -3561032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3531332.500000 Penalty: 5300.809082
	Iteration 0F: 3 clusters Score -3531332 nChanged 20266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3542399.500000 Penalty: 5300.809082
	Iteration 1F: 3 clusters Score -3542400 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3542907.000000 Penalty: 5300.809082
	Iteration 2Q: 3 clusters Score -3542907 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3543410.750000 Penalty: 5300.809082
	Iteration 3Q: 3 clusters Score -3543411 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3543981.000000 Penalty: 5300.809082
	Iteration 4Q: 3 clusters Score -3543981 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3544695.750000 Penalty: 5300.809082
	Iteration 5Q: 3 clusters Score -3544696 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3545641.000000 Penalty: 5300.809082
	Iteration 6Q: 3 clusters Score -3545641 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3546962.750000 Penalty: 5300.809082
	Iteration 7F: 3 clusters Score -3546963 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3548888.250000 Penalty: 5300.809082
	Iteration 8F: 3 clusters Score -3548888 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3551270.500000 Penalty: 5300.809082
	Iteration 9F: 3 clusters Score -3551270 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3553582.000000 Penalty: 5300.809082
	Iteration 10F: 3 clusters Score -3553582 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3555442.000000 Penalty: 5300.809082
	Iteration 11Q: 3 clusters Score -3555442 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3556737.500000 Penalty: 5300.809082
	Iteration 12Q: 3 clusters Score -3556738 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3557588.250000 Penalty: 5300.809082
	Iteration 13Q: 3 clusters Score -3557588 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3558092.000000 Penalty: 5300.809082
	Iteration 14Q: 3 clusters Score -3558092 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3558438.750000 Penalty: 5300.809082
	Iteration 15Q: 3 clusters Score -3558439 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3558640.000000 Penalty: 5300.809082
	Iteration 16Q: 3 clusters Score -3558640 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3558762.250000 Penalty: 5300.809082
	Iteration 17Q: 3 clusters Score -3558762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3558847.750000 Penalty: 5300.809082
	Iteration 18Q: 3 clusters Score -3558848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3558909.750000 Penalty: 5300.809082
	Iteration 19Q: 3 clusters Score -3558910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3558954.000000 Penalty: 5300.809082
	Iteration 20F: 3 clusters Score -3558954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3559001.250000 Penalty: 5300.809082
	Iteration 21Q: 3 clusters Score -3559001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3559031.250000 Penalty: 5300.809082
	Iteration 22Q: 3 clusters Score -3559031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3559050.750000 Penalty: 5300.809082
	Iteration 23Q: 3 clusters Score -3559051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3559061.250000 Penalty: 5300.809082
	Iteration 24Q: 3 clusters Score -3559061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3559072.500000 Penalty: 5300.809082
	Iteration 25Q: 3 clusters Score -3559072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3559086.250000 Penalty: 5300.809082
	Iteration 26Q: 3 clusters Score -3559086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3559100.250000 Penalty: 5300.809082
	Iteration 27Q: 3 clusters Score -3559100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3559109.500000 Penalty: 5300.809082
	Iteration 28Q: 3 clusters Score -3559110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3559120.000000 Penalty: 5300.809082
	Iteration 29Q: 3 clusters Score -3559120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3559127.000000 Penalty: 5300.809082
	Iteration 30Q: 3 clusters Score -3559127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3559132.250000 Penalty: 5300.809082
	Iteration 31Q: 3 clusters Score -3559132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3559136.250000 Penalty: 5300.809082
	Iteration 32Q: 3 clusters Score -3559136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3559135.000000 Penalty: 5300.809082
	Iteration 33Q: 3 clusters Score -3559135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3559135.250000 Penalty: 5300.809082
	Iteration 34Q: 3 clusters Score -3559135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3559141.250000 Penalty: 5300.809082
	Iteration 35Q: 3 clusters Score -3559141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3559143.500000 Penalty: 5300.809082
	Iteration 36Q: 3 clusters Score -3559144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3559148.250000 Penalty: 5300.809082
	Iteration 37Q: 3 clusters Score -3559148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3559153.250000 Penalty: 5300.809082
	Iteration 38Q: 3 clusters Score -3559153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3559156.750000 Penalty: 5300.809082
	Iteration 39Q: 3 clusters Score -3559157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3559156.750000 Penalty: 5300.809082
	Iteration 40F: 3 clusters Score -3559157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Entering Unmasked Estep 
Score: -14192557.000000 Penalty: 2946.220215
	Iteration 0F: 2 clusters Score -1.419256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -14104202.000000 Penalty: 5892.440430
	Iteration 0F: 3 clusters Score -1.41042e+07 nChanged 69041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -14144949.000000 Penalty: 5892.440430
	Iteration 1F: 3 clusters Score -1.414495e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79538 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -14146720.000000 Penalty: 5892.440430
	Iteration 2Q: 3 clusters Score -1.414672e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -14149120.000000 Penalty: 5892.440430
	Iteration 3Q: 3 clusters Score -1.414912e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -14152713.000000 Penalty: 5892.440430
	Iteration 4F: 3 clusters Score -1.415271e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -14158165.000000 Penalty: 5892.440430
	Iteration 5F: 3 clusters Score -1.415816e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -14165522.000000 Penalty: 5892.440430
	Iteration 6F: 3 clusters Score -1.416552e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114921 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -14173306.000000 Penalty: 5892.440430
	Iteration 7F: 3 clusters Score -1.417331e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -14180546.000000 Penalty: 5892.440430
	Iteration 8F: 3 clusters Score -1.418055e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130547 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -14185401.000000 Penalty: 5892.440430
	Iteration 9Q: 3 clusters Score -1.41854e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -14187768.000000 Penalty: 5892.440430
	Iteration 10Q: 3 clusters Score -1.418777e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -14188955.000000 Penalty: 5892.440430
	Iteration 11Q: 3 clusters Score -1.418896e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -14189754.000000 Penalty: 5892.440430
	Iteration 12Q: 3 clusters Score -1.418975e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141498 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -14190128.000000 Penalty: 5892.440430
	Iteration 13Q: 3 clusters Score -1.419013e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142146 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -14190251.000000 Penalty: 5892.440430
	Iteration 14Q: 3 clusters Score -1.419025e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14190351.000000 Penalty: 5892.440430
	Iteration 15Q: 3 clusters Score -1.419035e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -14190413.000000 Penalty: 5892.440430
	Iteration 16Q: 3 clusters Score -1.419041e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14190543.000000 Penalty: 5892.440430
	Iteration 17Q: 3 clusters Score -1.419054e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -14190500.000000 Penalty: 5892.440430
	Iteration 18Q: 3 clusters Score -1.41905e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14190524.000000 Penalty: 5892.440430
	Iteration 19Q: 3 clusters Score -1.419052e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14190495.000000 Penalty: 5892.440430
	Iteration 20F: 3 clusters Score -1.41905e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -14190513.000000 Penalty: 5892.440430
	Iteration 21Q: 3 clusters Score -1.419051e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14190543.000000 Penalty: 5892.440430
	Iteration 22Q: 3 clusters Score -1.419054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143399 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14190568.000000 Penalty: 5892.440430
	Iteration 23Q: 3 clusters Score -1.419057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -14190601.000000 Penalty: 5892.440430
	Iteration 24Q: 3 clusters Score -1.41906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14190581.000000 Penalty: 5892.440430
	Iteration 25Q: 3 clusters Score -1.419058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143450 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14190582.000000 Penalty: 5892.440430
	Iteration 26Q: 3 clusters Score -1.419058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143463 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -14190580.000000 Penalty: 5892.440430
	Iteration 27Q: 3 clusters Score -1.419058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143462 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14190603.000000 Penalty: 5892.440430
	Iteration 28Q: 3 clusters Score -1.41906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143469 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -14190606.000000 Penalty: 5892.440430
	Iteration 29Q: 3 clusters Score -1.419061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143476 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -14190609.000000 Penalty: 5892.440430
	Iteration 30Q: 3 clusters Score -1.419061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143483 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -14190597.000000 Penalty: 5892.440430
	Iteration 31Q: 3 clusters Score -1.41906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14190598.000000 Penalty: 5892.440430
	Iteration 32Q: 3 clusters Score -1.41906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14190591.000000 Penalty: 5892.440430
	Iteration 33Q: 3 clusters Score -1.419059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143503 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14190596.000000 Penalty: 5892.440430
	Iteration 34Q: 3 clusters Score -1.41906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -14190594.000000 Penalty: 5892.440430
	Iteration 35Q: 3 clusters Score -1.419059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143506 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14190600.000000 Penalty: 5892.440430
	Iteration 36Q: 3 clusters Score -1.41906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143507 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14190592.000000 Penalty: 5892.440430
	Iteration 37Q: 3 clusters Score -1.419059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14190598.000000 Penalty: 5892.440430
	Iteration 38Q: 3 clusters Score -1.41906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14190598.000000 Penalty: 5892.440430
	Iteration 39F: 3 clusters Score -1.41906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -894608.125000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894608.1 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -897602.437500 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897602.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -898676.750000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -898676.8 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -899838.562500 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -899838.6 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -900912.687500 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -900912.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -901655.312500 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -901655.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -902088.937500 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -902088.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -902276.687500 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -902276.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -902374.437500 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -902374.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -902437.812500 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -902437.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -902479.750000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -902479.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -902508.125000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -902508.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -902531.375000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -902531.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -902549.750000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -902549.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -902563.125000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -902563.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -902575.625000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902575.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -902583.750000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902583.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -902590.750000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902590.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -902600.437500 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902600.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -902608.312500 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902608.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -902617.625000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902617.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -902625.125000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902625.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -902632.062500 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902632.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -902642.812500 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -902642.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -902656.812500 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -902656.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -902665.187500 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -902665.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -902674.187500 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -902674.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -902676.750000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -902676.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -902683.937500 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -902683.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -902685.437500 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -902685.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -902691.437500 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -902691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -902692.437500 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -902692.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -902694.187500 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -902694.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -902697.437500 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -902697.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -902704.312500 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -902704.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -902705.062500 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -902705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -902706.500000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -902706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -902710.500000 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -902710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -902711.187500 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -902711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -902710.437500 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -902710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -902713.312500 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -902713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -902717.500000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -902717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -902718.437500 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -902718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -902717.812500 Penalty: 4640.746094
	Iteration 43Q: 3 clusters Score -902717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -902718.062500 Penalty: 4640.746094
	Iteration 44Q: 3 clusters Score -902718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -902718.250000 Penalty: 4640.746094
	Iteration 45Q: 3 clusters Score -902718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -902716.250000 Penalty: 4640.746094
	Iteration 46Q: 3 clusters Score -902716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -902717.062500 Penalty: 4640.746094
	Iteration 47Q: 3 clusters Score -902717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -902719.062500 Penalty: 4640.746094
	Iteration 48Q: 3 clusters Score -902719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -902719.562500 Penalty: 4640.746094
	Iteration 49Q: 3 clusters Score -902719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -902718.625000 Penalty: 4640.746094
	Iteration 50Q: 3 clusters Score -902718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -902719.562500 Penalty: 4640.746094
	Iteration 51Q: 3 clusters Score -902719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -902719.562500 Penalty: 4640.746094
	Iteration 52F: 3 clusters Score -902719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -112831.648438 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -112831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110638.171875 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -110638.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110998.257812 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -110998.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -111119.921875 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -111119.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111182.953125 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -111183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111214.656250 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -111214.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111227.992188 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -111228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -111236.546875 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -111236.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -111246.218750 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -111246.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -111256.718750 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -111256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111264.609375 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -111264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -111266.554688 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -111266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111267.679688 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -111267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111268.796875 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -111268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111268.796875 Penalty: 3569.184814
	Iteration 13F: 3 clusters Score -111268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -13816496.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.38165e+07 nChanged 81417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -13864669.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386467e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -13866945.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.386694e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -13870734.000000 Penalty: 5973.030762
	Iteration 3Q: 3 clusters Score -1.387073e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -13876790.000000 Penalty: 5973.030762
	Iteration 4F: 3 clusters Score -1.387679e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116271 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -13884831.000000 Penalty: 5973.030762
	Iteration 5F: 3 clusters Score -1.388483e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127245 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -13894055.000000 Penalty: 5973.030762
	Iteration 6F: 3 clusters Score -1.389406e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -13902541.000000 Penalty: 5973.030762
	Iteration 7F: 3 clusters Score -1.390254e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -13910154.000000 Penalty: 5973.030762
	Iteration 8F: 3 clusters Score -1.391015e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -13916556.000000 Penalty: 5973.030762
	Iteration 9Q: 3 clusters Score -1.391656e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -13921594.000000 Penalty: 5973.030762
	Iteration 10Q: 3 clusters Score -1.392159e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -13924804.000000 Penalty: 5973.030762
	Iteration 11Q: 3 clusters Score -1.39248e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13926469.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.392647e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13927230.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.392723e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13927553.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.392755e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13927718.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.392772e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169080 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13927811.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.392781e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169135 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13927863.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.392786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169166 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13927925.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.392792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -13927934.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.392793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13927950.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.392795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169218 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -13927953.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.392795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13927958.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.392796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -13927952.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.392795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13927962.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169236 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -13927960.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.392796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13927958.000000 Penalty: 5973.030762
	Iteration 26Q: 3 clusters Score -1.392796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13927967.000000 Penalty: 5973.030762
	Iteration 27Q: 3 clusters Score -1.392797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13927969.000000 Penalty: 5973.030762
	Iteration 28Q: 3 clusters Score -1.392797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13927969.000000 Penalty: 5973.030762
	Iteration 29F: 3 clusters Score -1.392797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111200 members 
Entering Unmasked Estep 
Score: -11719843.000000 Penalty: 2881.533203
	Iteration 0F: 2 clusters Score -1.171984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -11649696.000000 Penalty: 5763.066406
	Iteration 0F: 3 clusters Score -1.16497e+07 nChanged 52975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -11680280.000000 Penalty: 5763.066406
	Iteration 1F: 3 clusters Score -1.168028e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -11681535.000000 Penalty: 5763.066406
	Iteration 2Q: 3 clusters Score -1.168154e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -11683255.000000 Penalty: 5763.066406
	Iteration 3Q: 3 clusters Score -1.168326e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -11685542.000000 Penalty: 5763.066406
	Iteration 4F: 3 clusters Score -1.168554e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -11688789.000000 Penalty: 5763.066406
	Iteration 5F: 3 clusters Score -1.168879e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -11692425.000000 Penalty: 5763.066406
	Iteration 6F: 3 clusters Score -1.169242e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -11696457.000000 Penalty: 5763.066406
	Iteration 7F: 3 clusters Score -1.169646e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -11700390.000000 Penalty: 5763.066406
	Iteration 8F: 3 clusters Score -1.170039e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -11704663.000000 Penalty: 5763.066406
	Iteration 9F: 3 clusters Score -1.170466e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -11708843.000000 Penalty: 5763.066406
	Iteration 10Q: 3 clusters Score -1.170884e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -11711816.000000 Penalty: 5763.066406
	Iteration 11Q: 3 clusters Score -1.171182e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -11713352.000000 Penalty: 5763.066406
	Iteration 12Q: 3 clusters Score -1.171335e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -11714150.000000 Penalty: 5763.066406
	Iteration 13Q: 3 clusters Score -1.171415e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -11714687.000000 Penalty: 5763.066406
	Iteration 14Q: 3 clusters Score -1.171469e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -11715073.000000 Penalty: 5763.066406
	Iteration 15Q: 3 clusters Score -1.171507e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -11715375.000000 Penalty: 5763.066406
	Iteration 16Q: 3 clusters Score -1.171538e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -11715640.000000 Penalty: 5763.066406
	Iteration 17Q: 3 clusters Score -1.171564e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -11715871.000000 Penalty: 5763.066406
	Iteration 18Q: 3 clusters Score -1.171587e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -11716030.000000 Penalty: 5763.066406
	Iteration 19Q: 3 clusters Score -1.171603e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -11716149.000000 Penalty: 5763.066406
	Iteration 20F: 3 clusters Score -1.171615e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -11716250.000000 Penalty: 5763.066406
	Iteration 21Q: 3 clusters Score -1.171625e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -11716332.000000 Penalty: 5763.066406
	Iteration 22Q: 3 clusters Score -1.171633e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -11716409.000000 Penalty: 5763.066406
	Iteration 23Q: 3 clusters Score -1.171641e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -11716484.000000 Penalty: 5763.066406
	Iteration 24Q: 3 clusters Score -1.171648e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -11716541.000000 Penalty: 5763.066406
	Iteration 25Q: 3 clusters Score -1.171654e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -11716588.000000 Penalty: 5763.066406
	Iteration 26Q: 3 clusters Score -1.171659e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -11716640.000000 Penalty: 5763.066406
	Iteration 27Q: 3 clusters Score -1.171664e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -11716641.000000 Penalty: 5763.066406
	Iteration 28Q: 3 clusters Score -1.171664e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96923 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -11716673.000000 Penalty: 5763.066406
	Iteration 29Q: 3 clusters Score -1.171667e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -11716716.000000 Penalty: 5763.066406
	Iteration 30Q: 3 clusters Score -1.171672e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -11716746.000000 Penalty: 5763.066406
	Iteration 31Q: 3 clusters Score -1.171675e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -11716774.000000 Penalty: 5763.066406
	Iteration 32Q: 3 clusters Score -1.171677e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -11716850.000000 Penalty: 5763.066406
	Iteration 33Q: 3 clusters Score -1.171685e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98537 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -11716877.000000 Penalty: 5763.066406
	Iteration 34Q: 3 clusters Score -1.171688e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -11716903.000000 Penalty: 5763.066406
	Iteration 35Q: 3 clusters Score -1.17169e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -11716964.000000 Penalty: 5763.066406
	Iteration 36Q: 3 clusters Score -1.171696e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99402 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -11716994.000000 Penalty: 5763.066406
	Iteration 37Q: 3 clusters Score -1.171699e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -11717038.000000 Penalty: 5763.066406
	Iteration 38Q: 3 clusters Score -1.171704e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -11717079.000000 Penalty: 5763.066406
	Iteration 39Q: 3 clusters Score -1.171708e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -11717086.000000 Penalty: 5763.066406
	Iteration 40F: 3 clusters Score -1.171709e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -11717117.000000 Penalty: 5763.066406
	Iteration 41Q: 3 clusters Score -1.171712e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -11717156.000000 Penalty: 5763.066406
	Iteration 42Q: 3 clusters Score -1.171716e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -11717174.000000 Penalty: 5763.066406
	Iteration 43Q: 3 clusters Score -1.171717e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101322 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -11717193.000000 Penalty: 5763.066406
	Iteration 44Q: 3 clusters Score -1.171719e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -11717197.000000 Penalty: 5763.066406
	Iteration 45Q: 3 clusters Score -1.17172e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -11717209.000000 Penalty: 5763.066406
	Iteration 46Q: 3 clusters Score -1.171721e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -11717234.000000 Penalty: 5763.066406
	Iteration 47Q: 3 clusters Score -1.171723e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102274 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -11717226.000000 Penalty: 5763.066406
	Iteration 48Q: 3 clusters Score -1.171723e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -11717221.000000 Penalty: 5763.066406
	Iteration 49Q: 3 clusters Score -1.171722e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -11717199.000000 Penalty: 5763.066406
	Iteration 50Q: 3 clusters Score -1.17172e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -11717243.000000 Penalty: 5763.066406
	Iteration 51Q: 3 clusters Score -1.171724e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -11717244.000000 Penalty: 5763.066406
	Iteration 52Q: 3 clusters Score -1.171724e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -11717262.000000 Penalty: 5763.066406
	Iteration 53Q: 3 clusters Score -1.171726e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -11717243.000000 Penalty: 5763.066406
	Iteration 54Q: 3 clusters Score -1.171724e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -11717282.000000 Penalty: 5763.066406
	Iteration 55Q: 3 clusters Score -1.171728e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103806 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -11717336.000000 Penalty: 5763.066406
	Iteration 56Q: 3 clusters Score -1.171734e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -11717331.000000 Penalty: 5763.066406
	Iteration 57Q: 3 clusters Score -1.171733e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -11717340.000000 Penalty: 5763.066406
	Iteration 58Q: 3 clusters Score -1.171734e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -11717364.000000 Penalty: 5763.066406
	Iteration 59Q: 3 clusters Score -1.171736e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -11717348.000000 Penalty: 5763.066406
	Iteration 60F: 3 clusters Score -1.171735e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -11717335.000000 Penalty: 5763.066406
	Iteration 61Q: 3 clusters Score -1.171734e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -11717327.000000 Penalty: 5763.066406
	Iteration 62Q: 3 clusters Score -1.171733e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -11717304.000000 Penalty: 5763.066406
	Iteration 63Q: 3 clusters Score -1.17173e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -11717305.000000 Penalty: 5763.066406
	Iteration 64Q: 3 clusters Score -1.17173e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -11717337.000000 Penalty: 5763.066406
	Iteration 65Q: 3 clusters Score -1.171734e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -11717339.000000 Penalty: 5763.066406
	Iteration 66Q: 3 clusters Score -1.171734e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -11717342.000000 Penalty: 5763.066406
	Iteration 67Q: 3 clusters Score -1.171734e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -11717323.000000 Penalty: 5763.066406
	Iteration 68Q: 3 clusters Score -1.171732e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -11717314.000000 Penalty: 5763.066406
	Iteration 69Q: 3 clusters Score -1.171731e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105062 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -11717332.000000 Penalty: 5763.066406
	Iteration 70Q: 3 clusters Score -1.171733e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -11717319.000000 Penalty: 5763.066406
	Iteration 71Q: 3 clusters Score -1.171732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -11717322.000000 Penalty: 5763.066406
	Iteration 72Q: 3 clusters Score -1.171732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -11717327.000000 Penalty: 5763.066406
	Iteration 73Q: 3 clusters Score -1.171733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105270 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -11717319.000000 Penalty: 5763.066406
	Iteration 74Q: 3 clusters Score -1.171732e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -11717308.000000 Penalty: 5763.066406
	Iteration 75Q: 3 clusters Score -1.171731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -11717303.000000 Penalty: 5763.066406
	Iteration 76Q: 3 clusters Score -1.17173e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -11717308.000000 Penalty: 5763.066406
	Iteration 77Q: 3 clusters Score -1.171731e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -11717292.000000 Penalty: 5763.066406
	Iteration 78Q: 3 clusters Score -1.171729e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -11717321.000000 Penalty: 5763.066406
	Iteration 79Q: 3 clusters Score -1.171732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -11717330.000000 Penalty: 5763.066406
	Iteration 80F: 3 clusters Score -1.171733e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -11717353.000000 Penalty: 5763.066406
	Iteration 81Q: 3 clusters Score -1.171735e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -11717346.000000 Penalty: 5763.066406
	Iteration 82Q: 3 clusters Score -1.171735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -11717344.000000 Penalty: 5763.066406
	Iteration 83Q: 3 clusters Score -1.171734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -11717364.000000 Penalty: 5763.066406
	Iteration 84Q: 3 clusters Score -1.171736e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -11717369.000000 Penalty: 5763.066406
	Iteration 85Q: 3 clusters Score -1.171737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -11717385.000000 Penalty: 5763.066406
	Iteration 86Q: 3 clusters Score -1.171738e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -11717420.000000 Penalty: 5763.066406
	Iteration 87Q: 3 clusters Score -1.171742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -11717427.000000 Penalty: 5763.066406
	Iteration 88Q: 3 clusters Score -1.171743e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -11717464.000000 Penalty: 5763.066406
	Iteration 89Q: 3 clusters Score -1.171746e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -11717479.000000 Penalty: 5763.066406
	Iteration 90Q: 3 clusters Score -1.171748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -11717486.000000 Penalty: 5763.066406
	Iteration 91Q: 3 clusters Score -1.171749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -11717479.000000 Penalty: 5763.066406
	Iteration 92Q: 3 clusters Score -1.171748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -11717507.000000 Penalty: 5763.066406
	Iteration 93Q: 3 clusters Score -1.171751e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -11717483.000000 Penalty: 5763.066406
	Iteration 94Q: 3 clusters Score -1.171748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -11717482.000000 Penalty: 5763.066406
	Iteration 95Q: 3 clusters Score -1.171748e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -11717490.000000 Penalty: 5763.066406
	Iteration 96Q: 3 clusters Score -1.171749e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -11717498.000000 Penalty: 5763.066406
	Iteration 97Q: 3 clusters Score -1.17175e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -11717528.000000 Penalty: 5763.066406
	Iteration 98Q: 3 clusters Score -1.171753e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -11717515.000000 Penalty: 5763.066406
	Iteration 99Q: 3 clusters Score -1.171752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -11717536.000000 Penalty: 5763.066406
	Iteration 100F: 3 clusters Score -1.171754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -11717541.000000 Penalty: 5763.066406
	Iteration 101Q: 3 clusters Score -1.171754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -11717527.000000 Penalty: 5763.066406
	Iteration 102Q: 3 clusters Score -1.171753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -11717529.000000 Penalty: 5763.066406
	Iteration 103Q: 3 clusters Score -1.171753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106775 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -11717546.000000 Penalty: 5763.066406
	Iteration 104Q: 3 clusters Score -1.171755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106800 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11717542.000000 Penalty: 5763.066406
	Iteration 105Q: 3 clusters Score -1.171754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -11717531.000000 Penalty: 5763.066406
	Iteration 106Q: 3 clusters Score -1.171753e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -11717533.000000 Penalty: 5763.066406
	Iteration 107Q: 3 clusters Score -1.171753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -11717537.000000 Penalty: 5763.066406
	Iteration 108Q: 3 clusters Score -1.171754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -11717532.000000 Penalty: 5763.066406
	Iteration 109Q: 3 clusters Score -1.171753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -11717527.000000 Penalty: 5763.066406
	Iteration 110Q: 3 clusters Score -1.171753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -11717521.000000 Penalty: 5763.066406
	Iteration 111Q: 3 clusters Score -1.171752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11717552.000000 Penalty: 5763.066406
	Iteration 112Q: 3 clusters Score -1.171755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -11717572.000000 Penalty: 5763.066406
	Iteration 113Q: 3 clusters Score -1.171757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -11717550.000000 Penalty: 5763.066406
	Iteration 114Q: 3 clusters Score -1.171755e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107118 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -11717544.000000 Penalty: 5763.066406
	Iteration 115Q: 3 clusters Score -1.171754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -11717578.000000 Penalty: 5763.066406
	Iteration 116Q: 3 clusters Score -1.171758e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -11717594.000000 Penalty: 5763.066406
	Iteration 117Q: 3 clusters Score -1.171759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -11717602.000000 Penalty: 5763.066406
	Iteration 118Q: 3 clusters Score -1.17176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107261 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -11717589.000000 Penalty: 5763.066406
	Iteration 119Q: 3 clusters Score -1.171759e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -11717597.000000 Penalty: 5763.066406
	Iteration 120F: 3 clusters Score -1.17176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -11717590.000000 Penalty: 5763.066406
	Iteration 121Q: 3 clusters Score -1.171759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107355 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -11717588.000000 Penalty: 5763.066406
	Iteration 122Q: 3 clusters Score -1.171759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -11717578.000000 Penalty: 5763.066406
	Iteration 123Q: 3 clusters Score -1.171758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -11717583.000000 Penalty: 5763.066406
	Iteration 124Q: 3 clusters Score -1.171758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -11717593.000000 Penalty: 5763.066406
	Iteration 125Q: 3 clusters Score -1.171759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -11717597.000000 Penalty: 5763.066406
	Iteration 126Q: 3 clusters Score -1.17176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107450 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -11717585.000000 Penalty: 5763.066406
	Iteration 127Q: 3 clusters Score -1.171758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -11717589.000000 Penalty: 5763.066406
	Iteration 128Q: 3 clusters Score -1.171759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -11717594.000000 Penalty: 5763.066406
	Iteration 129Q: 3 clusters Score -1.171759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -11717601.000000 Penalty: 5763.066406
	Iteration 130Q: 3 clusters Score -1.17176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -11717590.000000 Penalty: 5763.066406
	Iteration 131Q: 3 clusters Score -1.171759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -11717602.000000 Penalty: 5763.066406
	Iteration 132Q: 3 clusters Score -1.17176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -11717613.000000 Penalty: 5763.066406
	Iteration 133Q: 3 clusters Score -1.171761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -11717602.000000 Penalty: 5763.066406
	Iteration 134Q: 3 clusters Score -1.17176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -11717620.000000 Penalty: 5763.066406
	Iteration 135Q: 3 clusters Score -1.171762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11717620.000000 Penalty: 5763.066406
	Iteration 136Q: 3 clusters Score -1.171762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -11717632.000000 Penalty: 5763.066406
	Iteration 137Q: 3 clusters Score -1.171763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -11717642.000000 Penalty: 5763.066406
	Iteration 138Q: 3 clusters Score -1.171764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -11717623.000000 Penalty: 5763.066406
	Iteration 139Q: 3 clusters Score -1.171762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11717627.000000 Penalty: 5763.066406
	Iteration 140F: 3 clusters Score -1.171763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -11717628.000000 Penalty: 5763.066406
	Iteration 141Q: 3 clusters Score -1.171763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -11717633.000000 Penalty: 5763.066406
	Iteration 142Q: 3 clusters Score -1.171763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -11717643.000000 Penalty: 5763.066406
	Iteration 143Q: 3 clusters Score -1.171764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -11717636.000000 Penalty: 5763.066406
	Iteration 144Q: 3 clusters Score -1.171764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -11717643.000000 Penalty: 5763.066406
	Iteration 145Q: 3 clusters Score -1.171764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107697 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -11717654.000000 Penalty: 5763.066406
	Iteration 146Q: 3 clusters Score -1.171765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -11717657.000000 Penalty: 5763.066406
	Iteration 147Q: 3 clusters Score -1.171766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -11717655.000000 Penalty: 5763.066406
	Iteration 148Q: 3 clusters Score -1.171766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -11717649.000000 Penalty: 5763.066406
	Iteration 149Q: 3 clusters Score -1.171765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -11717639.000000 Penalty: 5763.066406
	Iteration 150Q: 3 clusters Score -1.171764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -11717636.000000 Penalty: 5763.066406
	Iteration 151Q: 3 clusters Score -1.171764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11717642.000000 Penalty: 5763.066406
	Iteration 152Q: 3 clusters Score -1.171764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -11717640.000000 Penalty: 5763.066406
	Iteration 153Q: 3 clusters Score -1.171764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -11717631.000000 Penalty: 5763.066406
	Iteration 154Q: 3 clusters Score -1.171763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -11717645.000000 Penalty: 5763.066406
	Iteration 155Q: 3 clusters Score -1.171764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11717639.000000 Penalty: 5763.066406
	Iteration 156Q: 3 clusters Score -1.171764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -11717636.000000 Penalty: 5763.066406
	Iteration 157Q: 3 clusters Score -1.171764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -11717640.000000 Penalty: 5763.066406
	Iteration 158Q: 3 clusters Score -1.171764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -11717645.000000 Penalty: 5763.066406
	Iteration 159Q: 3 clusters Score -1.171764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107824 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -11717642.000000 Penalty: 5763.066406
	Iteration 160F: 3 clusters Score -1.171764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -11717643.000000 Penalty: 5763.066406
	Iteration 161Q: 3 clusters Score -1.171764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -11717639.000000 Penalty: 5763.066406
	Iteration 162Q: 3 clusters Score -1.171764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -11717637.000000 Penalty: 5763.066406
	Iteration 163Q: 3 clusters Score -1.171764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107850 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -11717642.000000 Penalty: 5763.066406
	Iteration 164Q: 3 clusters Score -1.171764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -11717645.000000 Penalty: 5763.066406
	Iteration 165Q: 3 clusters Score -1.171764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -11717652.000000 Penalty: 5763.066406
	Iteration 166Q: 3 clusters Score -1.171765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -11717648.000000 Penalty: 5763.066406
	Iteration 167Q: 3 clusters Score -1.171765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -11717651.000000 Penalty: 5763.066406
	Iteration 168Q: 3 clusters Score -1.171765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -11717640.000000 Penalty: 5763.066406
	Iteration 169Q: 3 clusters Score -1.171764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107885 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -11717647.000000 Penalty: 5763.066406
	Iteration 170Q: 3 clusters Score -1.171765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -11717650.000000 Penalty: 5763.066406
	Iteration 171Q: 3 clusters Score -1.171765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -11717652.000000 Penalty: 5763.066406
	Iteration 172Q: 3 clusters Score -1.171765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -11717646.000000 Penalty: 5763.066406
	Iteration 173Q: 3 clusters Score -1.171765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -11717656.000000 Penalty: 5763.066406
	Iteration 174Q: 3 clusters Score -1.171766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -11717645.000000 Penalty: 5763.066406
	Iteration 175Q: 3 clusters Score -1.171764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -11717643.000000 Penalty: 5763.066406
	Iteration 176Q: 3 clusters Score -1.171764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -11717639.000000 Penalty: 5763.066406
	Iteration 177Q: 3 clusters Score -1.171764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -11717656.000000 Penalty: 5763.066406
	Iteration 178Q: 3 clusters Score -1.171766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -11717646.000000 Penalty: 5763.066406
	Iteration 179Q: 3 clusters Score -1.171765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -11717649.000000 Penalty: 5763.066406
	Iteration 180F: 3 clusters Score -1.171765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -11717650.000000 Penalty: 5763.066406
	Iteration 181Q: 3 clusters Score -1.171765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -11717650.000000 Penalty: 5763.066406
	Iteration 182Q: 3 clusters Score -1.171765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -11717656.000000 Penalty: 5763.066406
	Iteration 183Q: 3 clusters Score -1.171766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -11717653.000000 Penalty: 5763.066406
	Iteration 184Q: 3 clusters Score -1.171765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -11717633.000000 Penalty: 5763.066406
	Iteration 185Q: 3 clusters Score -1.171763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -11717648.000000 Penalty: 5763.066406
	Iteration 186Q: 3 clusters Score -1.171765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -11717637.000000 Penalty: 5763.066406
	Iteration 187Q: 3 clusters Score -1.171764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -11717651.000000 Penalty: 5763.066406
	Iteration 188Q: 3 clusters Score -1.171765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -11717648.000000 Penalty: 5763.066406
	Iteration 189Q: 3 clusters Score -1.171765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11717646.000000 Penalty: 5763.066406
	Iteration 190Q: 3 clusters Score -1.171765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -11717651.000000 Penalty: 5763.066406
	Iteration 191Q: 3 clusters Score -1.171765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -11717650.000000 Penalty: 5763.066406
	Iteration 192Q: 3 clusters Score -1.171765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -11717644.000000 Penalty: 5763.066406
	Iteration 193Q: 3 clusters Score -1.171764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -11717644.000000 Penalty: 5763.066406
	Iteration 194F: 3 clusters Score -1.171764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -905416.437500 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -905416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -896724.500000 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -896724.5 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -899321.562500 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -899321.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -899641.437500 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -899641.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -899863.375000 Penalty: 4643.780273
	Iteration 3Q: 3 clusters Score -899863.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -900047.250000 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -900047.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -900216.187500 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -900216.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -900376.187500 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -900376.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -900551.812500 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -900551.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -900749.937500 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -900749.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -900962.875000 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -900962.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -901192.000000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -901192 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -901442.562500 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -901442.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -901722.875000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -901722.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -902049.312500 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -902049.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -902377.312500 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -902377.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -902699.000000 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -902699 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -903033.687500 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -903033.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -903360.062500 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -903360.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -903626.500000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -903626.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -903762.187500 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -903762.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -903851.437500 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -903851.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -903922.250000 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -903922.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -904032.125000 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -904032.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -904150.750000 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -904150.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -904215.500000 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -904215.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -904258.437500 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -904258.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -904286.687500 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -904286.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -904297.812500 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -904297.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -904309.062500 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -904309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -904314.250000 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -904314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -904317.500000 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -904317.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -904323.750000 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -904323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -904327.312500 Penalty: 4643.780273
	Iteration 32Q: 3 clusters Score -904327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -904327.625000 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -904327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -904328.937500 Penalty: 4643.780273
	Iteration 34Q: 3 clusters Score -904328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -904327.187500 Penalty: 4643.780273
	Iteration 35Q: 3 clusters Score -904327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -904326.562500 Penalty: 4643.780273
	Iteration 36Q: 3 clusters Score -904326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -904327.187500 Penalty: 4643.780273
	Iteration 37Q: 3 clusters Score -904327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -904327.187500 Penalty: 4643.780273
	Iteration 38F: 3 clusters Score -904327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -486869.468750 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486869.5 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -488380.875000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488380.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -488879.781250 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -488879.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -489392.406250 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -489392.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -489950.812500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -489950.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -490501.312500 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -490501.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -490953.187500 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -490953.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -491319.531250 Penalty: 4347.590332
	Iteration 7F: 3 clusters Score -491319.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -491651.031250 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -491651 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -491923.187500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -491923.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -492081.968750 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -492082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -492188.812500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -492188.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -492257.625000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -492257.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -492309.093750 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -492309.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -492347.437500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -492347.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -492385.656250 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -492385.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -492414.093750 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -492414.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -492434.968750 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -492435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -492455.781250 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -492455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -492471.125000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -492471.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -492478.343750 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -492478.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -492482.218750 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -492482.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -492487.468750 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -492487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -492493.750000 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -492493.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -492503.437500 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -492503.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -492512.750000 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -492512.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -492524.562500 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -492524.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -492535.750000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -492535.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -492549.562500 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -492549.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -492562.000000 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -492562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -492572.812500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -492572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -492583.312500 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -492583.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -492596.593750 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -492596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -492613.906250 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -492613.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -492641.187500 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -492641.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -492666.375000 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -492666.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -492680.062500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -492680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -492688.031250 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -492688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -492692.406250 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -492692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -492695.468750 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -492695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -492696.843750 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -492696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -492699.375000 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -492699.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -492701.656250 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -492701.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -492706.593750 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -492706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -492705.625000 Penalty: 4347.590332
	Iteration 44Q: 3 clusters Score -492705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -492706.343750 Penalty: 4347.590332
	Iteration 45Q: 3 clusters Score -492706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -492706.781250 Penalty: 4347.590332
	Iteration 46Q: 3 clusters Score -492706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -492708.125000 Penalty: 4347.590332
	Iteration 47Q: 3 clusters Score -492708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -492708.406250 Penalty: 4347.590332
	Iteration 48Q: 3 clusters Score -492708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -492708.406250 Penalty: 4347.590332
	Iteration 49F: 3 clusters Score -492708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20282 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144339 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111200 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121162 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79442 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98838 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12507 members 
Mstep: Class 78 contains 2774 members 
Entering Unmasked Estep 
Score: -150797920.000000 Penalty: 278393.843750
Splitting cluster 21 changes total score from -150799056.000000 to -150797920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 2690.346436
	Iteration 0F: 2 clusters Score -4197856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4163147.000000 Penalty: 5380.692871
	Iteration 0F: 3 clusters Score -4163147 nChanged 23886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -4176896.500000 Penalty: 5380.692871
	Iteration 1F: 3 clusters Score -4176896 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -4177823.500000 Penalty: 5380.692871
	Iteration 2Q: 3 clusters Score -4177824 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4178885.750000 Penalty: 5380.692871
	Iteration 3Q: 3 clusters Score -4178886 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4180423.250000 Penalty: 5380.692871
	Iteration 4F: 3 clusters Score -4180423 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4182305.000000 Penalty: 5380.692871
	Iteration 5F: 3 clusters Score -4182305 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4184479.750000 Penalty: 5380.692871
	Iteration 6F: 3 clusters Score -4184480 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4186783.250000 Penalty: 5380.692871
	Iteration 7F: 3 clusters Score -4186783 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4188849.250000 Penalty: 5380.692871
	Iteration 8F: 3 clusters Score -4188849 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -4190755.000000 Penalty: 5380.692871
	Iteration 9Q: 3 clusters Score -4190755 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -4192448.000000 Penalty: 5380.692871
	Iteration 10Q: 3 clusters Score -4192448 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -4193814.000000 Penalty: 5380.692871
	Iteration 11Q: 3 clusters Score -4193814 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -4194632.500000 Penalty: 5380.692871
	Iteration 12Q: 3 clusters Score -4194632 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -4195100.500000 Penalty: 5380.692871
	Iteration 13Q: 3 clusters Score -4195100 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -4195396.000000 Penalty: 5380.692871
	Iteration 14Q: 3 clusters Score -4195396 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -4195567.000000 Penalty: 5380.692871
	Iteration 15Q: 3 clusters Score -4195567 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -4195655.000000 Penalty: 5380.692871
	Iteration 16Q: 3 clusters Score -4195655 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -4195735.000000 Penalty: 5380.692871
	Iteration 17Q: 3 clusters Score -4195735 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -4195789.500000 Penalty: 5380.692871
	Iteration 18Q: 3 clusters Score -4195790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -4195828.500000 Penalty: 5380.692871
	Iteration 19Q: 3 clusters Score -4195828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -4195858.000000 Penalty: 5380.692871
	Iteration 20F: 3 clusters Score -4195858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -4195885.500000 Penalty: 5380.692871
	Iteration 21Q: 3 clusters Score -4195886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -4195904.500000 Penalty: 5380.692871
	Iteration 22Q: 3 clusters Score -4195904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -4195905.000000 Penalty: 5380.692871
	Iteration 23Q: 3 clusters Score -4195905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -4195911.000000 Penalty: 5380.692871
	Iteration 24Q: 3 clusters Score -4195911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -4195920.000000 Penalty: 5380.692871
	Iteration 25Q: 3 clusters Score -4195920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -4195930.000000 Penalty: 5380.692871
	Iteration 26Q: 3 clusters Score -4195930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -4195940.000000 Penalty: 5380.692871
	Iteration 27Q: 3 clusters Score -4195940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -4195949.000000 Penalty: 5380.692871
	Iteration 28Q: 3 clusters Score -4195949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -4195964.500000 Penalty: 5380.692871
	Iteration 29Q: 3 clusters Score -4195964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -4195963.500000 Penalty: 5380.692871
	Iteration 30Q: 3 clusters Score -4195964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -4195973.500000 Penalty: 5380.692871
	Iteration 31Q: 3 clusters Score -4195974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -4195976.500000 Penalty: 5380.692871
	Iteration 32Q: 3 clusters Score -4195976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -4195979.000000 Penalty: 5380.692871
	Iteration 33Q: 3 clusters Score -4195979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -4195983.500000 Penalty: 5380.692871
	Iteration 34Q: 3 clusters Score -4195984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -4195988.500000 Penalty: 5380.692871
	Iteration 35Q: 3 clusters Score -4195988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -4195981.000000 Penalty: 5380.692871
	Iteration 36Q: 3 clusters Score -4195981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -4195986.500000 Penalty: 5380.692871
	Iteration 37Q: 3 clusters Score -4195986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -4195986.500000 Penalty: 5380.692871
	Iteration 38Q: 3 clusters Score -4195986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -4195993.000000 Penalty: 5380.692871
	Iteration 39Q: 3 clusters Score -4195993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -4195993.000000 Penalty: 5380.692871
	Iteration 40F: 3 clusters Score -4195993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -4195997.000000 Penalty: 5380.692871
	Iteration 41Q: 3 clusters Score -4195997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -4195995.500000 Penalty: 5380.692871
	Iteration 42Q: 3 clusters Score -4195996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -4195996.500000 Penalty: 5380.692871
	Iteration 43Q: 3 clusters Score -4195996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -4195996.000000 Penalty: 5380.692871
	Iteration 44Q: 3 clusters Score -4195996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -4195996.000000 Penalty: 5380.692871
	Iteration 45Q: 3 clusters Score -4195996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -4195999.000000 Penalty: 5380.692871
	Iteration 46Q: 3 clusters Score -4195999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -4195996.000000 Penalty: 5380.692871
	Iteration 47Q: 3 clusters Score -4195996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -4195998.000000 Penalty: 5380.692871
	Iteration 48Q: 3 clusters Score -4195998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -4195997.500000 Penalty: 5380.692871
	Iteration 49Q: 3 clusters Score -4195998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -4195997.500000 Penalty: 5380.692871
	Iteration 50Q: 3 clusters Score -4195998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -4195997.500000 Penalty: 5380.692871
	Iteration 51F: 3 clusters Score -4195998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -131364.843750 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131364.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -131782.312500 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131782.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131924.718750 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131924.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131999.796875 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -131999.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132045.109375 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132045.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -132067.312500 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132067.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -132087.171875 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132087.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -132097.640625 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132097.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132103.375000 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -132108.890625 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132112.843750 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132114.984375 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132117.093750 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -132118.546875 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132121.187500 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132123.218750 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -132123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132126.062500 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -132126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -132128.265625 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -132128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132128.734375 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -132128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132128.734375 Penalty: 3693.216797
	Iteration 19F: 3 clusters Score -132128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -193430.375000 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193430.4 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -194061.234375 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -194061.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -194203.578125 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194203.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -194295.500000 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -194295.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -194346.375000 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194346.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -194380.562500 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194380.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -194408.906250 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194408.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -194424.906250 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194424.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -194439.281250 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194439.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -194452.343750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194452.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -194460.140625 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194466.343750 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -194468.781250 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -194470.265625 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -194472.328125 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -194474.515625 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -194475.203125 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -194476.828125 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -194479.718750 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194479.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -194483.875000 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -194487.015625 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -194491.218750 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -194494.062500 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -194496.531250 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -194498.781250 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -194499.515625 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -194499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -194501.406250 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -194501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -194502.484375 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -194502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -194504.031250 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -194504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -194505.468750 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -194505.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -194507.015625 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -194507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -194510.437500 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -194510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -194513.406250 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -194513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -194514.875000 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -194514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -194515.734375 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -194515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -194517.859375 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -194517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -194520.125000 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -194520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -194522.968750 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -194523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -194527.375000 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -194527.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -194534.359375 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -194534.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -194542.218750 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -194542.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -194553.421875 Penalty: 3885.072510
	Iteration 41Q: 3 clusters Score -194553.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -194560.359375 Penalty: 3885.072510
	Iteration 42Q: 3 clusters Score -194560.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -194566.390625 Penalty: 3885.072510
	Iteration 43Q: 3 clusters Score -194566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -194568.984375 Penalty: 3885.072510
	Iteration 44Q: 3 clusters Score -194569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -194572.265625 Penalty: 3885.072510
	Iteration 45Q: 3 clusters Score -194572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -194575.359375 Penalty: 3885.072510
	Iteration 46Q: 3 clusters Score -194575.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -194579.421875 Penalty: 3885.072510
	Iteration 47Q: 3 clusters Score -194579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -194586.484375 Penalty: 3885.072510
	Iteration 48Q: 3 clusters Score -194586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -194593.015625 Penalty: 3885.072510
	Iteration 49Q: 3 clusters Score -194593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -194599.796875 Penalty: 3885.072510
	Iteration 50Q: 3 clusters Score -194599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -194609.265625 Penalty: 3885.072510
	Iteration 51Q: 3 clusters Score -194609.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -194616.359375 Penalty: 3885.072510
	Iteration 52Q: 3 clusters Score -194616.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -194626.171875 Penalty: 3885.072510
	Iteration 53Q: 3 clusters Score -194626.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -194637.640625 Penalty: 3885.072510
	Iteration 54Q: 3 clusters Score -194637.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -194649.484375 Penalty: 3885.072510
	Iteration 55Q: 3 clusters Score -194649.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194662.640625 Penalty: 3885.072510
	Iteration 56Q: 3 clusters Score -194662.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -194678.078125 Penalty: 3885.072510
	Iteration 57Q: 3 clusters Score -194678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -194684.046875 Penalty: 3885.072510
	Iteration 58Q: 3 clusters Score -194684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -194690.109375 Penalty: 3885.072510
	Iteration 59Q: 3 clusters Score -194690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -194697.859375 Penalty: 3885.072510
	Iteration 60F: 3 clusters Score -194697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -194703.453125 Penalty: 3885.072510
	Iteration 61Q: 3 clusters Score -194703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -194706.890625 Penalty: 3885.072510
	Iteration 62Q: 3 clusters Score -194706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -194712.734375 Penalty: 3885.072510
	Iteration 63Q: 3 clusters Score -194712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -194717.062500 Penalty: 3885.072510
	Iteration 64Q: 3 clusters Score -194717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -194721.390625 Penalty: 3885.072510
	Iteration 65Q: 3 clusters Score -194721.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -194733.656250 Penalty: 3885.072510
	Iteration 66Q: 3 clusters Score -194733.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -194742.687500 Penalty: 3885.072510
	Iteration 67Q: 3 clusters Score -194742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -194757.437500 Penalty: 3885.072510
	Iteration 68Q: 3 clusters Score -194757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -194769.734375 Penalty: 3885.072510
	Iteration 69Q: 3 clusters Score -194769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -194779.000000 Penalty: 3885.072510
	Iteration 70Q: 3 clusters Score -194779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -194788.437500 Penalty: 3885.072510
	Iteration 71Q: 3 clusters Score -194788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -194795.734375 Penalty: 3885.072510
	Iteration 72Q: 3 clusters Score -194795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -194801.734375 Penalty: 3885.072510
	Iteration 73Q: 3 clusters Score -194801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -194804.921875 Penalty: 3885.072510
	Iteration 74Q: 3 clusters Score -194804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -194805.734375 Penalty: 3885.072510
	Iteration 75Q: 3 clusters Score -194805.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -194805.734375 Penalty: 3885.072510
	Iteration 76F: 3 clusters Score -194805.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -305103.312500 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305103.3 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -306027.156250 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -306027.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -306198.843750 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306198.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -306312.750000 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -306312.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -306405.187500 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306405.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -306483.125000 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306483.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -306542.375000 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306542.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306588.187500 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306588.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -306626.343750 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306626.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306670.687500 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306670.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -306720.750000 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306720.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -306777.625000 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -306777.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -306844.531250 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -306844.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -306899.687500 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -306899.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -306943.250000 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -306943.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -306985.250000 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -306985.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -307014.406250 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -307014.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -307037.218750 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -307037.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -307060.500000 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -307060.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -307079.281250 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -307079.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -307101.031250 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -307101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -307121.437500 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -307121.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -307137.562500 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -307137.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -307150.437500 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -307150.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -307164.781250 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -307164.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -307180.687500 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -307180.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -307196.250000 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -307196.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -307211.375000 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -307211.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -307222.375000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -307222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -307228.156250 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -307228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -307233.375000 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -307233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -307236.656250 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -307236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -307241.468750 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -307241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -307245.312500 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -307245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -307246.562500 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -307246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -307248.937500 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -307248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -307251.906250 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -307251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -307254.187500 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -307254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -307255.500000 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -307255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -307255.781250 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -307255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -307256.406250 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -307256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -307256.125000 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -307256.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -307256.125000 Penalty: 4107.986328
	Iteration 42F: 3 clusters Score -307256.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -402450.000000 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -402450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -398513.125000 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -398513.1 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -399476.093750 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -399476.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -399695.937500 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -399695.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -399824.218750 Penalty: 4136.510742
	Iteration 3F: 3 clusters Score -399824.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -399896.093750 Penalty: 4136.510742
	Iteration 4Q: 3 clusters Score -399896.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -399963.750000 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -399963.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -400016.031250 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -400016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -400057.218750 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -400057.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -400098.000000 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -400098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -400128.000000 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -400128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -400158.250000 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -400158.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -400183.500000 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -400183.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -400211.812500 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -400211.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -400238.375000 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -400238.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -400264.593750 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -400264.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -400280.250000 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -400280.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -400292.718750 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -400292.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -400302.937500 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -400302.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -400317.937500 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -400317.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -400341.250000 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -400341.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -400357.062500 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -400357.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -400371.875000 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -400371.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -400379.156250 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -400379.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -400389.187500 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -400389.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -400400.156250 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -400400.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -400407.062500 Penalty: 4136.510742
	Iteration 25Q: 3 clusters Score -400407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -400415.031250 Penalty: 4136.510742
	Iteration 26Q: 3 clusters Score -400415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -400423.750000 Penalty: 4136.510742
	Iteration 27Q: 3 clusters Score -400423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -400432.718750 Penalty: 4136.510742
	Iteration 28Q: 3 clusters Score -400432.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -400443.156250 Penalty: 4136.510742
	Iteration 29Q: 3 clusters Score -400443.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -400453.718750 Penalty: 4136.510742
	Iteration 30Q: 3 clusters Score -400453.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -400463.781250 Penalty: 4136.510742
	Iteration 31Q: 3 clusters Score -400463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -400472.031250 Penalty: 4136.510742
	Iteration 32Q: 3 clusters Score -400472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -400479.000000 Penalty: 4136.510742
	Iteration 33Q: 3 clusters Score -400479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -400484.781250 Penalty: 4136.510742
	Iteration 34Q: 3 clusters Score -400484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -400489.500000 Penalty: 4136.510742
	Iteration 35Q: 3 clusters Score -400489.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -400496.125000 Penalty: 4136.510742
	Iteration 36Q: 3 clusters Score -400496.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -400503.781250 Penalty: 4136.510742
	Iteration 37Q: 3 clusters Score -400503.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400510.406250 Penalty: 4136.510742
	Iteration 38Q: 3 clusters Score -400510.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400514.531250 Penalty: 4136.510742
	Iteration 39Q: 3 clusters Score -400514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -400519.375000 Penalty: 4136.510742
	Iteration 40F: 3 clusters Score -400519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -400523.906250 Penalty: 4136.510742
	Iteration 41Q: 3 clusters Score -400523.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -400526.656250 Penalty: 4136.510742
	Iteration 42Q: 3 clusters Score -400526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -400532.937500 Penalty: 4136.510742
	Iteration 43Q: 3 clusters Score -400532.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -400541.125000 Penalty: 4136.510742
	Iteration 44Q: 3 clusters Score -400541.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -400551.468750 Penalty: 4136.510742
	Iteration 45Q: 3 clusters Score -400551.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -400563.375000 Penalty: 4136.510742
	Iteration 46Q: 3 clusters Score -400563.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -400579.843750 Penalty: 4136.510742
	Iteration 47Q: 3 clusters Score -400579.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -400596.156250 Penalty: 4136.510742
	Iteration 48Q: 3 clusters Score -400596.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -400610.250000 Penalty: 4136.510742
	Iteration 49Q: 3 clusters Score -400610.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -400624.187500 Penalty: 4136.510742
	Iteration 50Q: 3 clusters Score -400624.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -400632.718750 Penalty: 4136.510742
	Iteration 51Q: 3 clusters Score -400632.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -400642.500000 Penalty: 4136.510742
	Iteration 52Q: 3 clusters Score -400642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -400649.843750 Penalty: 4136.510742
	Iteration 53Q: 3 clusters Score -400649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -400655.562500 Penalty: 4136.510742
	Iteration 54Q: 3 clusters Score -400655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400660.250000 Penalty: 4136.510742
	Iteration 55Q: 3 clusters Score -400660.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -400665.968750 Penalty: 4136.510742
	Iteration 56Q: 3 clusters Score -400666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -400668.281250 Penalty: 4136.510742
	Iteration 57Q: 3 clusters Score -400668.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -400674.343750 Penalty: 4136.510742
	Iteration 58Q: 3 clusters Score -400674.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -400682.375000 Penalty: 4136.510742
	Iteration 59Q: 3 clusters Score -400682.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -400692.125000 Penalty: 4136.510742
	Iteration 60F: 3 clusters Score -400692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -400704.531250 Penalty: 4136.510742
	Iteration 61Q: 3 clusters Score -400704.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -400714.875000 Penalty: 4136.510742
	Iteration 62Q: 3 clusters Score -400714.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -400721.343750 Penalty: 4136.510742
	Iteration 63Q: 3 clusters Score -400721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -400724.156250 Penalty: 4136.510742
	Iteration 64Q: 3 clusters Score -400724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -400724.687500 Penalty: 4136.510742
	Iteration 65Q: 3 clusters Score -400724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -400726.312500 Penalty: 4136.510742
	Iteration 66Q: 3 clusters Score -400726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -400727.625000 Penalty: 4136.510742
	Iteration 67Q: 3 clusters Score -400727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -400728.500000 Penalty: 4136.510742
	Iteration 68Q: 3 clusters Score -400728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -400728.781250 Penalty: 4136.510742
	Iteration 69Q: 3 clusters Score -400728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -400728.531250 Penalty: 4136.510742
	Iteration 70Q: 3 clusters Score -400728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -400730.500000 Penalty: 4136.510742
	Iteration 71Q: 3 clusters Score -400730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -400731.750000 Penalty: 4136.510742
	Iteration 72Q: 3 clusters Score -400731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -400733.625000 Penalty: 4136.510742
	Iteration 73Q: 3 clusters Score -400733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -400733.562500 Penalty: 4136.510742
	Iteration 74Q: 3 clusters Score -400733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -400735.375000 Penalty: 4136.510742
	Iteration 75Q: 3 clusters Score -400735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -400738.843750 Penalty: 4136.510742
	Iteration 76Q: 3 clusters Score -400738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -400740.906250 Penalty: 4136.510742
	Iteration 77Q: 3 clusters Score -400740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -400743.343750 Penalty: 4136.510742
	Iteration 78Q: 3 clusters Score -400743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -400745.906250 Penalty: 4136.510742
	Iteration 79Q: 3 clusters Score -400745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -400745.875000 Penalty: 4136.510742
	Iteration 80F: 3 clusters Score -400745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -400747.406250 Penalty: 4136.510742
	Iteration 81Q: 3 clusters Score -400747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -400749.031250 Penalty: 4136.510742
	Iteration 82Q: 3 clusters Score -400749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -400749.031250 Penalty: 4136.510742
	Iteration 83F: 3 clusters Score -400749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 2447.871094
	Iteration 0F: 2 clusters Score -1390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1377197.250000 Penalty: 4895.742188
	Iteration 0F: 3 clusters Score -1377197 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1381838.375000 Penalty: 4895.742188
	Iteration 1F: 3 clusters Score -1381838 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1382423.875000 Penalty: 4895.742188
	Iteration 2F: 3 clusters Score -1382424 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1383043.875000 Penalty: 4895.742188
	Iteration 3F: 3 clusters Score -1383044 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1383746.625000 Penalty: 4895.742188
	Iteration 4F: 3 clusters Score -1383747 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1384445.500000 Penalty: 4895.742188
	Iteration 5F: 3 clusters Score -1384446 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1385100.375000 Penalty: 4895.742188
	Iteration 6F: 3 clusters Score -1385100 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1385652.875000 Penalty: 4895.742188
	Iteration 7F: 3 clusters Score -1385653 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1386127.500000 Penalty: 4895.742188
	Iteration 8Q: 3 clusters Score -1386128 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1386481.125000 Penalty: 4895.742188
	Iteration 9Q: 3 clusters Score -1386481 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1386776.625000 Penalty: 4895.742188
	Iteration 10Q: 3 clusters Score -1386777 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1386984.750000 Penalty: 4895.742188
	Iteration 11Q: 3 clusters Score -1386985 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1387198.875000 Penalty: 4895.742188
	Iteration 12Q: 3 clusters Score -1387199 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1387426.625000 Penalty: 4895.742188
	Iteration 13Q: 3 clusters Score -1387427 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1387653.500000 Penalty: 4895.742188
	Iteration 14Q: 3 clusters Score -1387654 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1387832.750000 Penalty: 4895.742188
	Iteration 15Q: 3 clusters Score -1387833 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1388013.875000 Penalty: 4895.742188
	Iteration 16Q: 3 clusters Score -1388014 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1388201.000000 Penalty: 4895.742188
	Iteration 17Q: 3 clusters Score -1388201 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1388386.750000 Penalty: 4895.742188
	Iteration 18Q: 3 clusters Score -1388387 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1388529.625000 Penalty: 4895.742188
	Iteration 19Q: 3 clusters Score -1388530 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1388633.000000 Penalty: 4895.742188
	Iteration 20F: 3 clusters Score -1388633 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1388725.500000 Penalty: 4895.742188
	Iteration 21Q: 3 clusters Score -1388726 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1388827.500000 Penalty: 4895.742188
	Iteration 22Q: 3 clusters Score -1388828 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1388903.250000 Penalty: 4895.742188
	Iteration 23Q: 3 clusters Score -1388903 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1388976.500000 Penalty: 4895.742188
	Iteration 24Q: 3 clusters Score -1388976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1389038.875000 Penalty: 4895.742188
	Iteration 25Q: 3 clusters Score -1389039 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1389097.000000 Penalty: 4895.742188
	Iteration 26Q: 3 clusters Score -1389097 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1389163.500000 Penalty: 4895.742188
	Iteration 27Q: 3 clusters Score -1389164 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1389232.750000 Penalty: 4895.742188
	Iteration 28Q: 3 clusters Score -1389233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1389288.250000 Penalty: 4895.742188
	Iteration 29Q: 3 clusters Score -1389288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1389339.875000 Penalty: 4895.742188
	Iteration 30Q: 3 clusters Score -1389340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1389383.500000 Penalty: 4895.742188
	Iteration 31Q: 3 clusters Score -1389384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1389414.000000 Penalty: 4895.742188
	Iteration 32Q: 3 clusters Score -1389414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1389446.375000 Penalty: 4895.742188
	Iteration 33Q: 3 clusters Score -1389446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1389479.250000 Penalty: 4895.742188
	Iteration 34Q: 3 clusters Score -1389479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1389497.500000 Penalty: 4895.742188
	Iteration 35Q: 3 clusters Score -1389498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1389516.250000 Penalty: 4895.742188
	Iteration 36Q: 3 clusters Score -1389516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1389533.875000 Penalty: 4895.742188
	Iteration 37Q: 3 clusters Score -1389534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1389544.125000 Penalty: 4895.742188
	Iteration 38Q: 3 clusters Score -1389544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1389553.000000 Penalty: 4895.742188
	Iteration 39Q: 3 clusters Score -1389553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1389566.875000 Penalty: 4895.742188
	Iteration 40F: 3 clusters Score -1389567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1389577.625000 Penalty: 4895.742188
	Iteration 41Q: 3 clusters Score -1389578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1389588.000000 Penalty: 4895.742188
	Iteration 42Q: 3 clusters Score -1389588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1389597.250000 Penalty: 4895.742188
	Iteration 43Q: 3 clusters Score -1389597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1389609.000000 Penalty: 4895.742188
	Iteration 44Q: 3 clusters Score -1389609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1389619.750000 Penalty: 4895.742188
	Iteration 45Q: 3 clusters Score -1389620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1389631.500000 Penalty: 4895.742188
	Iteration 46Q: 3 clusters Score -1389632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1389642.250000 Penalty: 4895.742188
	Iteration 47Q: 3 clusters Score -1389642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1389646.750000 Penalty: 4895.742188
	Iteration 48Q: 3 clusters Score -1389647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1389653.000000 Penalty: 4895.742188
	Iteration 49Q: 3 clusters Score -1389653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1389657.625000 Penalty: 4895.742188
	Iteration 50Q: 3 clusters Score -1389658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1389658.375000 Penalty: 4895.742188
	Iteration 51Q: 3 clusters Score -1389658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1389662.750000 Penalty: 4895.742188
	Iteration 52Q: 3 clusters Score -1389663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1389670.125000 Penalty: 4895.742188
	Iteration 53Q: 3 clusters Score -1389670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1389673.250000 Penalty: 4895.742188
	Iteration 54Q: 3 clusters Score -1389673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1389672.375000 Penalty: 4895.742188
	Iteration 55Q: 3 clusters Score -1389672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1389675.125000 Penalty: 4895.742188
	Iteration 56Q: 3 clusters Score -1389675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1389679.875000 Penalty: 4895.742188
	Iteration 57Q: 3 clusters Score -1389680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1389681.625000 Penalty: 4895.742188
	Iteration 58Q: 3 clusters Score -1389682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1389686.375000 Penalty: 4895.742188
	Iteration 59Q: 3 clusters Score -1389686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1389690.625000 Penalty: 4895.742188
	Iteration 60F: 3 clusters Score -1389691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1389702.375000 Penalty: 4895.742188
	Iteration 61Q: 3 clusters Score -1389702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1389702.125000 Penalty: 4895.742188
	Iteration 62Q: 3 clusters Score -1389702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1389708.500000 Penalty: 4895.742188
	Iteration 63Q: 3 clusters Score -1389708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1389715.125000 Penalty: 4895.742188
	Iteration 64Q: 3 clusters Score -1389715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1389721.375000 Penalty: 4895.742188
	Iteration 65Q: 3 clusters Score -1389721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1389723.250000 Penalty: 4895.742188
	Iteration 66Q: 3 clusters Score -1389723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1389729.375000 Penalty: 4895.742188
	Iteration 67Q: 3 clusters Score -1389729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1389734.125000 Penalty: 4895.742188
	Iteration 68Q: 3 clusters Score -1389734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1389733.375000 Penalty: 4895.742188
	Iteration 69Q: 3 clusters Score -1389733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1389736.375000 Penalty: 4895.742188
	Iteration 70Q: 3 clusters Score -1389736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1389734.875000 Penalty: 4895.742188
	Iteration 71Q: 3 clusters Score -1389735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1389735.000000 Penalty: 4895.742188
	Iteration 72Q: 3 clusters Score -1389735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1389736.500000 Penalty: 4895.742188
	Iteration 73Q: 3 clusters Score -1389736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1389737.875000 Penalty: 4895.742188
	Iteration 74Q: 3 clusters Score -1389738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1389742.625000 Penalty: 4895.742188
	Iteration 75Q: 3 clusters Score -1389743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1389745.625000 Penalty: 4895.742188
	Iteration 76Q: 3 clusters Score -1389746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1389744.750000 Penalty: 4895.742188
	Iteration 77Q: 3 clusters Score -1389745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1389749.250000 Penalty: 4895.742188
	Iteration 78Q: 3 clusters Score -1389749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1389749.625000 Penalty: 4895.742188
	Iteration 79Q: 3 clusters Score -1389750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1389750.125000 Penalty: 4895.742188
	Iteration 80F: 3 clusters Score -1389750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1389753.375000 Penalty: 4895.742188
	Iteration 81Q: 3 clusters Score -1389753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1389756.000000 Penalty: 4895.742188
	Iteration 82Q: 3 clusters Score -1389756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1389756.625000 Penalty: 4895.742188
	Iteration 83Q: 3 clusters Score -1389757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1389756.625000 Penalty: 4895.742188
	Iteration 84Q: 3 clusters Score -1389757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1389761.250000 Penalty: 4895.742188
	Iteration 85Q: 3 clusters Score -1389761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1389758.875000 Penalty: 4895.742188
	Iteration 86Q: 3 clusters Score -1389759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1389761.375000 Penalty: 4895.742188
	Iteration 87Q: 3 clusters Score -1389761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1389761.625000 Penalty: 4895.742188
	Iteration 88Q: 3 clusters Score -1389762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1389764.000000 Penalty: 4895.742188
	Iteration 89Q: 3 clusters Score -1389764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1389764.000000 Penalty: 4895.742188
	Iteration 90F: 3 clusters Score -1389764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -367984.437500 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -367984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -364242.187500 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -364242.2 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -365133.625000 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -365133.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -365400.250000 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -365400.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -365597.968750 Penalty: 4080.910889
	Iteration 3F: 3 clusters Score -365598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -365762.312500 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -365762.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -365918.281250 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -365918.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -366078.156250 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -366078.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -366209.000000 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -366209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -366298.281250 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -366298.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -366388.781250 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -366388.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -366494.562500 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -366494.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -366583.218750 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -366583.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -366652.812500 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -366652.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -366695.062500 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -366695.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -366723.187500 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -366723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -366738.187500 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -366738.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -366748.062500 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -366748.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -366764.218750 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -366764.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -366779.125000 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -366779.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -366791.781250 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -366791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -366801.656250 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -366801.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -366810.406250 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -366810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -366814.406250 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -366814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -366820.125000 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -366820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -366821.687500 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -366821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -366822.437500 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -366822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -366824.781250 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -366824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -366827.625000 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -366827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -366829.156250 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -366829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -366830.968750 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -366831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -366835.125000 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -366835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -366836.093750 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -366836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -366835.843750 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -366835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -366835.843750 Penalty: 4080.910889
	Iteration 33F: 3 clusters Score -366835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1485151.500000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485152 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1489507.875000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489508 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1489830.500000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489830 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1490142.000000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490142 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1490477.000000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490477 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1490857.375000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490857 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1491242.375000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1491242 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1491739.000000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1491739 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1492413.500000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -1492414 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1493192.375000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -1493192 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1493962.125000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -1493962 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1494572.125000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -1494572 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1495013.500000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -1495014 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1495301.500000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1495302 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1495517.250000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1495517 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1495669.625000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1495670 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1495801.625000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1495802 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1495905.750000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1495906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1495984.250000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1495984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1496042.625000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1496043 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1496092.875000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1496093 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1496129.500000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1496130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1496163.375000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1496163 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1496192.250000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1496192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1496214.875000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1496215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1496237.000000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1496237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1496245.500000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1496246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1496257.000000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1496257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1496269.125000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1496269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1496278.125000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1496278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1496283.375000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1496283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1496293.875000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1496294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1496295.625000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1496296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1496298.500000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1496298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1496301.250000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1496301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1496304.250000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1496304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1496304.250000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1496304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1496308.375000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1496308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1496312.250000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1496312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1496313.625000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1496314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1496313.625000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1496314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -946317.750000 Penalty: 2262.134277
	Iteration 0F: 2 clusters Score -946317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -939160.750000 Penalty: 4524.268555
	Iteration 0F: 3 clusters Score -939160.8 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -941374.187500 Penalty: 4524.268555
	Iteration 1F: 3 clusters Score -941374.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -941788.625000 Penalty: 4524.268555
	Iteration 2F: 3 clusters Score -941788.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -942145.312500 Penalty: 4524.268555
	Iteration 3F: 3 clusters Score -942145.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -942503.312500 Penalty: 4524.268555
	Iteration 4F: 3 clusters Score -942503.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -942781.437500 Penalty: 4524.268555
	Iteration 5F: 3 clusters Score -942781.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -943000.437500 Penalty: 4524.268555
	Iteration 6Q: 3 clusters Score -943000.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -943205.125000 Penalty: 4524.268555
	Iteration 7Q: 3 clusters Score -943205.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -943399.500000 Penalty: 4524.268555
	Iteration 8Q: 3 clusters Score -943399.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -943566.687500 Penalty: 4524.268555
	Iteration 9Q: 3 clusters Score -943566.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -943732.937500 Penalty: 4524.268555
	Iteration 10Q: 3 clusters Score -943732.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -943913.062500 Penalty: 4524.268555
	Iteration 11Q: 3 clusters Score -943913.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -944069.812500 Penalty: 4524.268555
	Iteration 12Q: 3 clusters Score -944069.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -944212.000000 Penalty: 4524.268555
	Iteration 13Q: 3 clusters Score -944212 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -944338.937500 Penalty: 4524.268555
	Iteration 14Q: 3 clusters Score -944338.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -944437.937500 Penalty: 4524.268555
	Iteration 15Q: 3 clusters Score -944437.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -944517.812500 Penalty: 4524.268555
	Iteration 16Q: 3 clusters Score -944517.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -944569.812500 Penalty: 4524.268555
	Iteration 17Q: 3 clusters Score -944569.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -944614.625000 Penalty: 4524.268555
	Iteration 18Q: 3 clusters Score -944614.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -944649.500000 Penalty: 4524.268555
	Iteration 19Q: 3 clusters Score -944649.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -944680.625000 Penalty: 4524.268555
	Iteration 20F: 3 clusters Score -944680.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -944706.375000 Penalty: 4524.268555
	Iteration 21Q: 3 clusters Score -944706.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -944721.125000 Penalty: 4524.268555
	Iteration 22Q: 3 clusters Score -944721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -944726.500000 Penalty: 4524.268555
	Iteration 23Q: 3 clusters Score -944726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -944730.250000 Penalty: 4524.268555
	Iteration 24Q: 3 clusters Score -944730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -944733.687500 Penalty: 4524.268555
	Iteration 25Q: 3 clusters Score -944733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -944740.125000 Penalty: 4524.268555
	Iteration 26Q: 3 clusters Score -944740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -944746.562500 Penalty: 4524.268555
	Iteration 27Q: 3 clusters Score -944746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -944749.187500 Penalty: 4524.268555
	Iteration 28Q: 3 clusters Score -944749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -944752.500000 Penalty: 4524.268555
	Iteration 29Q: 3 clusters Score -944752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -944756.937500 Penalty: 4524.268555
	Iteration 30Q: 3 clusters Score -944756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -944759.312500 Penalty: 4524.268555
	Iteration 31Q: 3 clusters Score -944759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -944764.062500 Penalty: 4524.268555
	Iteration 32Q: 3 clusters Score -944764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -944769.000000 Penalty: 4524.268555
	Iteration 33Q: 3 clusters Score -944769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -944774.312500 Penalty: 4524.268555
	Iteration 34Q: 3 clusters Score -944774.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -944773.125000 Penalty: 4524.268555
	Iteration 35Q: 3 clusters Score -944773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -944777.687500 Penalty: 4524.268555
	Iteration 36Q: 3 clusters Score -944777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -944779.625000 Penalty: 4524.268555
	Iteration 37Q: 3 clusters Score -944779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -944779.625000 Penalty: 4524.268555
	Iteration 38F: 3 clusters Score -944779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1616268.375000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616268 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1621269.000000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1621269 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1621783.750000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1621784 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1622320.250000 Penalty: 4921.173340
	Iteration 3F: 3 clusters Score -1622320 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1622848.125000 Penalty: 4921.173340
	Iteration 4F: 3 clusters Score -1622848 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1623362.000000 Penalty: 4921.173340
	Iteration 5Q: 3 clusters Score -1623362 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1623875.875000 Penalty: 4921.173340
	Iteration 6Q: 3 clusters Score -1623876 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1624468.375000 Penalty: 4921.173340
	Iteration 7Q: 3 clusters Score -1624468 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1625303.000000 Penalty: 4921.173340
	Iteration 8F: 3 clusters Score -1625303 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1626352.875000 Penalty: 4921.173340
	Iteration 9F: 3 clusters Score -1626353 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1627580.000000 Penalty: 4921.173340
	Iteration 10F: 3 clusters Score -1627580 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1628624.500000 Penalty: 4921.173340
	Iteration 11F: 3 clusters Score -1628624 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1629375.125000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1629375 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1629884.000000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1629884 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1630331.875000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1630332 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1630636.750000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1630637 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1630867.375000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1630867 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1631023.250000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1631023 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1631136.500000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1631136 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1631215.125000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1631215 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1631267.375000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1631267 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1631309.625000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1631310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1631337.125000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1631337 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1631349.125000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1631349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1631366.625000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1631367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1631377.250000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1631377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1631378.875000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1631379 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1631390.750000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1631391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1631401.875000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1631402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1631405.250000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1631405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1631412.125000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1631412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1631417.500000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1631418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1631418.750000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1631419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1631422.750000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1631423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1631423.250000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1631423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1631423.000000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1631423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1631428.000000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1631428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1631430.125000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1631430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1631427.250000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1631427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1631422.125000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1631422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1631424.250000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1631424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20282 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144339 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111200 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 7478 members 
Mstep: Class 32 contains 121162 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79442 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98838 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12507 members 
Mstep: Class 78 contains 12890 members 
Entering Unmasked Estep 
Score: -150797600.000000 Penalty: 278393.843750
Splitting cluster 31 changes total score from -150799056.000000 to -150797600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (121162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Entering Unmasked Estep 
Score: -11965953.000000 Penalty: 2902.811035
	Iteration 0F: 2 clusters Score -1.196595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -11885152.000000 Penalty: 5805.622070
	Iteration 0F: 3 clusters Score -1.188515e+07 nChanged 57708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -11918554.000000 Penalty: 5805.622070
	Iteration 1F: 3 clusters Score -1.191855e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -11919536.000000 Penalty: 5805.622070
	Iteration 2Q: 3 clusters Score -1.191954e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -11920784.000000 Penalty: 5805.622070
	Iteration 3Q: 3 clusters Score -1.192078e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65134 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -11922111.000000 Penalty: 5805.622070
	Iteration 4Q: 3 clusters Score -1.192211e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -11923944.000000 Penalty: 5805.622070
	Iteration 5Q: 3 clusters Score -1.192394e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -11926380.000000 Penalty: 5805.622070
	Iteration 6Q: 3 clusters Score -1.192638e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -11929592.000000 Penalty: 5805.622070
	Iteration 7Q: 3 clusters Score -1.192959e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -11933584.000000 Penalty: 5805.622070
	Iteration 8F: 3 clusters Score -1.193358e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84763 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -11938242.000000 Penalty: 5805.622070
	Iteration 9F: 3 clusters Score -1.193824e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -11942953.000000 Penalty: 5805.622070
	Iteration 10F: 3 clusters Score -1.194295e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -11946842.000000 Penalty: 5805.622070
	Iteration 11Q: 3 clusters Score -1.194684e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -11949987.000000 Penalty: 5805.622070
	Iteration 12Q: 3 clusters Score -1.194999e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -11952402.000000 Penalty: 5805.622070
	Iteration 13Q: 3 clusters Score -1.19524e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -11954535.000000 Penalty: 5805.622070
	Iteration 14Q: 3 clusters Score -1.195454e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -11956257.000000 Penalty: 5805.622070
	Iteration 15Q: 3 clusters Score -1.195626e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -11957743.000000 Penalty: 5805.622070
	Iteration 16Q: 3 clusters Score -1.195774e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -11959087.000000 Penalty: 5805.622070
	Iteration 17Q: 3 clusters Score -1.195909e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -11960191.000000 Penalty: 5805.622070
	Iteration 18Q: 3 clusters Score -1.196019e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -11961115.000000 Penalty: 5805.622070
	Iteration 19Q: 3 clusters Score -1.196112e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -11961854.000000 Penalty: 5805.622070
	Iteration 20F: 3 clusters Score -1.196185e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -11962297.000000 Penalty: 5805.622070
	Iteration 21Q: 3 clusters Score -1.19623e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119084 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11962686.000000 Penalty: 5805.622070
	Iteration 22Q: 3 clusters Score -1.196269e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11962914.000000 Penalty: 5805.622070
	Iteration 23Q: 3 clusters Score -1.196291e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11963046.000000 Penalty: 5805.622070
	Iteration 24Q: 3 clusters Score -1.196305e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119837 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11963151.000000 Penalty: 5805.622070
	Iteration 25Q: 3 clusters Score -1.196315e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11963223.000000 Penalty: 5805.622070
	Iteration 26Q: 3 clusters Score -1.196322e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120018 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11963277.000000 Penalty: 5805.622070
	Iteration 27Q: 3 clusters Score -1.196328e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11963327.000000 Penalty: 5805.622070
	Iteration 28Q: 3 clusters Score -1.196333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11963374.000000 Penalty: 5805.622070
	Iteration 29Q: 3 clusters Score -1.196337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11963400.000000 Penalty: 5805.622070
	Iteration 30Q: 3 clusters Score -1.19634e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120192 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11963394.000000 Penalty: 5805.622070
	Iteration 31Q: 3 clusters Score -1.196339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11963438.000000 Penalty: 5805.622070
	Iteration 32Q: 3 clusters Score -1.196344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11963455.000000 Penalty: 5805.622070
	Iteration 33Q: 3 clusters Score -1.196346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11963466.000000 Penalty: 5805.622070
	Iteration 34Q: 3 clusters Score -1.196347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11963483.000000 Penalty: 5805.622070
	Iteration 35Q: 3 clusters Score -1.196348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120292 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11963496.000000 Penalty: 5805.622070
	Iteration 36Q: 3 clusters Score -1.19635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11963503.000000 Penalty: 5805.622070
	Iteration 37Q: 3 clusters Score -1.19635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11963498.000000 Penalty: 5805.622070
	Iteration 38Q: 3 clusters Score -1.19635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11963495.000000 Penalty: 5805.622070
	Iteration 39Q: 3 clusters Score -1.19635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11963492.000000 Penalty: 5805.622070
	Iteration 40F: 3 clusters Score -1.196349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11963499.000000 Penalty: 5805.622070
	Iteration 41Q: 3 clusters Score -1.19635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11963497.000000 Penalty: 5805.622070
	Iteration 42Q: 3 clusters Score -1.19635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11963502.000000 Penalty: 5805.622070
	Iteration 43Q: 3 clusters Score -1.19635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11963502.000000 Penalty: 5805.622070
	Iteration 44F: 3 clusters Score -1.19635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Entering Unmasked Estep 
Score: -10016376.000000 Penalty: 2908.008545
	Iteration 0F: 2 clusters Score -1.001638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -9933926.000000 Penalty: 5816.017090
	Iteration 0F: 3 clusters Score -9933926 nChanged 58805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -9967404.000000 Penalty: 5816.017090
	Iteration 1F: 3 clusters Score -9967404 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -9968433.000000 Penalty: 5816.017090
	Iteration 2Q: 3 clusters Score -9968433 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -9969462.000000 Penalty: 5816.017090
	Iteration 3Q: 3 clusters Score -9969462 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -9970581.000000 Penalty: 5816.017090
	Iteration 4Q: 3 clusters Score -9970581 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -9972187.000000 Penalty: 5816.017090
	Iteration 5Q: 3 clusters Score -9972187 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -9974463.000000 Penalty: 5816.017090
	Iteration 6Q: 3 clusters Score -9974463 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -9977666.000000 Penalty: 5816.017090
	Iteration 7Q: 3 clusters Score -9977666 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -9982094.000000 Penalty: 5816.017090
	Iteration 8F: 3 clusters Score -9982094 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -9987589.000000 Penalty: 5816.017090
	Iteration 9F: 3 clusters Score -9987589 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -9993103.000000 Penalty: 5816.017090
	Iteration 10F: 3 clusters Score -9993103 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -9997631.000000 Penalty: 5816.017090
	Iteration 11F: 3 clusters Score -9997631 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -10000649.000000 Penalty: 5816.017090
	Iteration 12Q: 3 clusters Score -1.000065e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -10002907.000000 Penalty: 5816.017090
	Iteration 13Q: 3 clusters Score -1.000291e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -10004618.000000 Penalty: 5816.017090
	Iteration 14Q: 3 clusters Score -1.000462e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 108691 members 
Entering Unmasked Estep 
Score: -10006166.000000 Penalty: 5816.017090
	Iteration 15Q: 3 clusters Score -1.000617e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 111140 members 
Entering Unmasked Estep 
Score: -10007574.000000 Penalty: 5816.017090
	Iteration 16Q: 3 clusters Score -1.000757e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -10008845.000000 Penalty: 5816.017090
	Iteration 17Q: 3 clusters Score -1.000884e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -10010114.000000 Penalty: 5816.017090
	Iteration 18Q: 3 clusters Score -1.001011e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -10011346.000000 Penalty: 5816.017090
	Iteration 19Q: 3 clusters Score -1.001135e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 117404 members 
Entering Unmasked Estep 
Score: -10012245.000000 Penalty: 5816.017090
	Iteration 20F: 3 clusters Score -1.001224e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 118110 members 
Entering Unmasked Estep 
Score: -10012687.000000 Penalty: 5816.017090
	Iteration 21Q: 3 clusters Score -1.001269e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 118655 members 
Entering Unmasked Estep 
Score: -10013124.000000 Penalty: 5816.017090
	Iteration 22Q: 3 clusters Score -1.001312e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 119110 members 
Entering Unmasked Estep 
Score: -10013333.000000 Penalty: 5816.017090
	Iteration 23Q: 3 clusters Score -1.001333e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -10013497.000000 Penalty: 5816.017090
	Iteration 24Q: 3 clusters Score -1.00135e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -10013612.000000 Penalty: 5816.017090
	Iteration 25Q: 3 clusters Score -1.001361e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -10013694.000000 Penalty: 5816.017090
	Iteration 26Q: 3 clusters Score -1.001369e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 120075 members 
Entering Unmasked Estep 
Score: -10013730.000000 Penalty: 5816.017090
	Iteration 27Q: 3 clusters Score -1.001373e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -10013760.000000 Penalty: 5816.017090
	Iteration 28Q: 3 clusters Score -1.001376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -10013837.000000 Penalty: 5816.017090
	Iteration 29Q: 3 clusters Score -1.001384e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 120501 members 
Entering Unmasked Estep 
Score: -10013884.000000 Penalty: 5816.017090
	Iteration 30Q: 3 clusters Score -1.001388e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -10013887.000000 Penalty: 5816.017090
	Iteration 31Q: 3 clusters Score -1.001389e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 120696 members 
Entering Unmasked Estep 
Score: -10013887.000000 Penalty: 5816.017090
	Iteration 32Q: 3 clusters Score -1.001389e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 120774 members 
Entering Unmasked Estep 
Score: -10013925.000000 Penalty: 5816.017090
	Iteration 33Q: 3 clusters Score -1.001392e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -10013944.000000 Penalty: 5816.017090
	Iteration 34Q: 3 clusters Score -1.001394e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -10013949.000000 Penalty: 5816.017090
	Iteration 35Q: 3 clusters Score -1.001395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 120991 members 
Entering Unmasked Estep 
Score: -10013963.000000 Penalty: 5816.017090
	Iteration 36Q: 3 clusters Score -1.001396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 121047 members 
Entering Unmasked Estep 
Score: -10013963.000000 Penalty: 5816.017090
	Iteration 37Q: 3 clusters Score -1.001396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 121098 members 
Entering Unmasked Estep 
Score: -10013992.000000 Penalty: 5816.017090
	Iteration 38Q: 3 clusters Score -1.001399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 121136 members 
Entering Unmasked Estep 
Score: -10013975.000000 Penalty: 5816.017090
	Iteration 39Q: 3 clusters Score -1.001398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
Score: -10014003.000000 Penalty: 5816.017090
	Iteration 40F: 3 clusters Score -1.0014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 121216 members 
Entering Unmasked Estep 
Score: -10014002.000000 Penalty: 5816.017090
	Iteration 41Q: 3 clusters Score -1.0014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 121253 members 
Entering Unmasked Estep 
Score: -10014017.000000 Penalty: 5816.017090
	Iteration 42Q: 3 clusters Score -1.001402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -10014033.000000 Penalty: 5816.017090
	Iteration 43Q: 3 clusters Score -1.001403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 121315 members 
Entering Unmasked Estep 
Score: -10014037.000000 Penalty: 5816.017090
	Iteration 44Q: 3 clusters Score -1.001404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 121333 members 
Entering Unmasked Estep 
Score: -10014036.000000 Penalty: 5816.017090
	Iteration 45Q: 3 clusters Score -1.001404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -10014036.000000 Penalty: 5816.017090
	Iteration 46Q: 3 clusters Score -1.001404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 121361 members 
Entering Unmasked Estep 
Score: -10014034.000000 Penalty: 5816.017090
	Iteration 47Q: 3 clusters Score -1.001403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -10014051.000000 Penalty: 5816.017090
	Iteration 48Q: 3 clusters Score -1.001405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 121385 members 
Entering Unmasked Estep 
Score: -10014067.000000 Penalty: 5816.017090
	Iteration 49Q: 3 clusters Score -1.001407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 121394 members 
Entering Unmasked Estep 
Score: -10014075.000000 Penalty: 5816.017090
	Iteration 50Q: 3 clusters Score -1.001408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 121405 members 
Entering Unmasked Estep 
Score: -10014093.000000 Penalty: 5816.017090
	Iteration 51Q: 3 clusters Score -1.001409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
Score: -10014093.000000 Penalty: 5816.017090
	Iteration 52Q: 3 clusters Score -1.001409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -10014103.000000 Penalty: 5816.017090
	Iteration 53Q: 3 clusters Score -1.00141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 121439 members 
Entering Unmasked Estep 
Score: -10014097.000000 Penalty: 5816.017090
	Iteration 54Q: 3 clusters Score -1.00141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -10014104.000000 Penalty: 5816.017090
	Iteration 55Q: 3 clusters Score -1.00141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 121458 members 
Entering Unmasked Estep 
Score: -10014105.000000 Penalty: 5816.017090
	Iteration 56Q: 3 clusters Score -1.00141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -10014108.000000 Penalty: 5816.017090
	Iteration 57Q: 3 clusters Score -1.001411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -10014105.000000 Penalty: 5816.017090
	Iteration 58Q: 3 clusters Score -1.00141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -10014103.000000 Penalty: 5816.017090
	Iteration 59Q: 3 clusters Score -1.00141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -10014103.000000 Penalty: 5816.017090
	Iteration 60F: 3 clusters Score -1.00141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -10014103.000000 Penalty: 5816.017090
	Iteration 61Q: 3 clusters Score -1.00141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 121502 members 
Entering Unmasked Estep 
Score: -10014094.000000 Penalty: 5816.017090
	Iteration 62Q: 3 clusters Score -1.001409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -10014101.000000 Penalty: 5816.017090
	Iteration 63Q: 3 clusters Score -1.00141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -10014088.000000 Penalty: 5816.017090
	Iteration 64Q: 3 clusters Score -1.001409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -10014090.000000 Penalty: 5816.017090
	Iteration 65Q: 3 clusters Score -1.001409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 121552 members 
Entering Unmasked Estep 
Score: -10014103.000000 Penalty: 5816.017090
	Iteration 66Q: 3 clusters Score -1.00141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -10014102.000000 Penalty: 5816.017090
	Iteration 67Q: 3 clusters Score -1.00141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 121587 members 
Entering Unmasked Estep 
Score: -10014099.000000 Penalty: 5816.017090
	Iteration 68Q: 3 clusters Score -1.00141e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 121598 members 
Entering Unmasked Estep 
Score: -10014101.000000 Penalty: 5816.017090
	Iteration 69Q: 3 clusters Score -1.00141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -10014106.000000 Penalty: 5816.017090
	Iteration 70Q: 3 clusters Score -1.001411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -10014116.000000 Penalty: 5816.017090
	Iteration 71Q: 3 clusters Score -1.001412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 121616 members 
Entering Unmasked Estep 
Score: -10014113.000000 Penalty: 5816.017090
	Iteration 72Q: 3 clusters Score -1.001411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -10014110.000000 Penalty: 5816.017090
	Iteration 73Q: 3 clusters Score -1.001411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -10014109.000000 Penalty: 5816.017090
	Iteration 74Q: 3 clusters Score -1.001411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -10014112.000000 Penalty: 5816.017090
	Iteration 75Q: 3 clusters Score -1.001411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -10014113.000000 Penalty: 5816.017090
	Iteration 76Q: 3 clusters Score -1.001411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 121622 members 
Entering Unmasked Estep 
Score: -10014113.000000 Penalty: 5816.017090
	Iteration 77Q: 3 clusters Score -1.001411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -10014112.000000 Penalty: 5816.017090
	Iteration 78Q: 3 clusters Score -1.001411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -10014112.000000 Penalty: 5816.017090
	Iteration 79F: 3 clusters Score -1.001411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -53512.183594 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -53512.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51838.574219 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51838.57 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52027.843750 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -52027.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52111.679688 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -52111.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52149.824219 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -52149.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52159.613281 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -52159.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52162.972656 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -52162.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52173.324219 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -52173.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52187.535156 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -52187.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52190.339844 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -52190.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52200.453125 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -52200.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52209.191406 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -52209.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52225.304688 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -52225.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52244.843750 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -52244.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52247.218750 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -52247.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52255.515625 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -52255.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52265.210938 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -52265.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52271.160156 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -52271.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52271.160156 Penalty: 3216.379150
	Iteration 17F: 3 clusters Score -52271.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -440464.000000 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440464 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -441600.875000 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441600.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -441784.562500 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441784.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -441891.343750 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441891.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -441955.312500 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441955.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -442005.218750 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -442005.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -442041.437500 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -442041.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -442063.593750 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442063.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -442083.000000 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -442108.312500 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442108.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -442132.812500 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442132.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -442153.625000 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442153.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -442173.406250 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442173.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -442193.000000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -442211.406250 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442211.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -442234.500000 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442234.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -442256.281250 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442256.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -442279.250000 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442279.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -442302.750000 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442302.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -442325.656250 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442325.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -442344.781250 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442344.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -442364.031250 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -442382.812500 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442382.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -442398.718750 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442398.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -442411.281250 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442411.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -442420.031250 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -442429.375000 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442429.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -442441.937500 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442441.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -442454.218750 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -442454.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -442467.906250 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -442467.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -442484.843750 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -442484.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -442504.000000 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -442504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -442532.937500 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -442532.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -442566.468750 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -442566.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -442597.531250 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -442597.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -442628.125000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -442628.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -442659.562500 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -442659.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -442693.812500 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -442693.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -442718.125000 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -442718.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -442739.281250 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -442739.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -442765.187500 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -442765.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -442799.875000 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -442799.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -442842.406250 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -442842.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -442881.687500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -442881.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -442915.875000 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -442915.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -442953.312500 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -442953.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -442981.875000 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -442981.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -443005.062500 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -443005.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -443027.656250 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -443027.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -443052.812500 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -443052.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -443081.000000 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -443081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -443102.781250 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -443102.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -443116.062500 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -443116.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -443128.062500 Penalty: 4246.834473
	Iteration 53Q: 3 clusters Score -443128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -443140.343750 Penalty: 4246.834473
	Iteration 54Q: 3 clusters Score -443140.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -443149.093750 Penalty: 4246.834473
	Iteration 55Q: 3 clusters Score -443149.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -443156.687500 Penalty: 4246.834473
	Iteration 56Q: 3 clusters Score -443156.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -443166.187500 Penalty: 4246.834473
	Iteration 57Q: 3 clusters Score -443166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -443174.156250 Penalty: 4246.834473
	Iteration 58Q: 3 clusters Score -443174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -443178.968750 Penalty: 4246.834473
	Iteration 59Q: 3 clusters Score -443179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -443183.500000 Penalty: 4246.834473
	Iteration 60F: 3 clusters Score -443183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -443189.906250 Penalty: 4246.834473
	Iteration 61Q: 3 clusters Score -443189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -443193.687500 Penalty: 4246.834473
	Iteration 62Q: 3 clusters Score -443193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -443197.406250 Penalty: 4246.834473
	Iteration 63Q: 3 clusters Score -443197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -443199.781250 Penalty: 4246.834473
	Iteration 64Q: 3 clusters Score -443199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -443205.156250 Penalty: 4246.834473
	Iteration 65Q: 3 clusters Score -443205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -443206.406250 Penalty: 4246.834473
	Iteration 66Q: 3 clusters Score -443206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -443207.937500 Penalty: 4246.834473
	Iteration 67Q: 3 clusters Score -443207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -443210.656250 Penalty: 4246.834473
	Iteration 68Q: 3 clusters Score -443210.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -443214.906250 Penalty: 4246.834473
	Iteration 69Q: 3 clusters Score -443214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -443222.125000 Penalty: 4246.834473
	Iteration 70Q: 3 clusters Score -443222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -443227.968750 Penalty: 4246.834473
	Iteration 71Q: 3 clusters Score -443228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -443232.812500 Penalty: 4246.834473
	Iteration 72Q: 3 clusters Score -443232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -443237.187500 Penalty: 4246.834473
	Iteration 73Q: 3 clusters Score -443237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -443239.375000 Penalty: 4246.834473
	Iteration 74Q: 3 clusters Score -443239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -443240.968750 Penalty: 4246.834473
	Iteration 75Q: 3 clusters Score -443241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -443242.812500 Penalty: 4246.834473
	Iteration 76Q: 3 clusters Score -443242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -443244.093750 Penalty: 4246.834473
	Iteration 77Q: 3 clusters Score -443244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -443247.125000 Penalty: 4246.834473
	Iteration 78Q: 3 clusters Score -443247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -443247.250000 Penalty: 4246.834473
	Iteration 79Q: 3 clusters Score -443247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -443248.093750 Penalty: 4246.834473
	Iteration 80F: 3 clusters Score -443248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (79442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Entering Unmasked Estep 
Score: -8498786.000000 Penalty: 2798.130127
	Iteration 0F: 2 clusters Score -8498786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8446446.000000 Penalty: 5596.260254
	Iteration 0F: 3 clusters Score -8446446 nChanged 37225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -8467775.000000 Penalty: 5596.260254
	Iteration 1F: 3 clusters Score -8467775 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -8468484.000000 Penalty: 5596.260254
	Iteration 2Q: 3 clusters Score -8468484 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -8469178.000000 Penalty: 5596.260254
	Iteration 3Q: 3 clusters Score -8469178 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -8470041.000000 Penalty: 5596.260254
	Iteration 4Q: 3 clusters Score -8470041 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -8471159.000000 Penalty: 5596.260254
	Iteration 5Q: 3 clusters Score -8471159 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -8472869.000000 Penalty: 5596.260254
	Iteration 6Q: 3 clusters Score -8472869 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8475361.000000 Penalty: 5596.260254
	Iteration 7F: 3 clusters Score -8475361 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -8479115.000000 Penalty: 5596.260254
	Iteration 8F: 3 clusters Score -8479115 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -8483657.000000 Penalty: 5596.260254
	Iteration 9F: 3 clusters Score -8483657 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -8488142.000000 Penalty: 5596.260254
	Iteration 10F: 3 clusters Score -8488142 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8491751.000000 Penalty: 5596.260254
	Iteration 11Q: 3 clusters Score -8491751 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8493928.000000 Penalty: 5596.260254
	Iteration 12Q: 3 clusters Score -8493928 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8495086.000000 Penalty: 5596.260254
	Iteration 13Q: 3 clusters Score -8495086 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8495665.000000 Penalty: 5596.260254
	Iteration 14Q: 3 clusters Score -8495665 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8495938.000000 Penalty: 5596.260254
	Iteration 15Q: 3 clusters Score -8495938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8496071.000000 Penalty: 5596.260254
	Iteration 16Q: 3 clusters Score -8496071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8496170.000000 Penalty: 5596.260254
	Iteration 17Q: 3 clusters Score -8496170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8496228.000000 Penalty: 5596.260254
	Iteration 18Q: 3 clusters Score -8496228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8496261.000000 Penalty: 5596.260254
	Iteration 19Q: 3 clusters Score -8496261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8496298.000000 Penalty: 5596.260254
	Iteration 20F: 3 clusters Score -8496298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8496326.000000 Penalty: 5596.260254
	Iteration 21Q: 3 clusters Score -8496326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8496330.000000 Penalty: 5596.260254
	Iteration 22Q: 3 clusters Score -8496330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8496339.000000 Penalty: 5596.260254
	Iteration 23Q: 3 clusters Score -8496339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8496352.000000 Penalty: 5596.260254
	Iteration 24Q: 3 clusters Score -8496352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8496358.000000 Penalty: 5596.260254
	Iteration 25Q: 3 clusters Score -8496358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8496358.000000 Penalty: 5596.260254
	Iteration 26F: 3 clusters Score -8496358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -3068729.000000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -3068729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3042854.250000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -3042854 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3052468.000000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -3052468 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3052985.500000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -3052986 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3053469.750000 Penalty: 5232.430176
	Iteration 3Q: 3 clusters Score -3053470 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3053915.250000 Penalty: 5232.430176
	Iteration 4Q: 3 clusters Score -3053915 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3054397.500000 Penalty: 5232.430176
	Iteration 5Q: 3 clusters Score -3054398 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3054919.750000 Penalty: 5232.430176
	Iteration 6Q: 3 clusters Score -3054920 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3055541.750000 Penalty: 5232.430176
	Iteration 7Q: 3 clusters Score -3055542 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3056271.750000 Penalty: 5232.430176
	Iteration 8Q: 3 clusters Score -3056272 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3057155.250000 Penalty: 5232.430176
	Iteration 9Q: 3 clusters Score -3057155 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3058125.500000 Penalty: 5232.430176
	Iteration 10Q: 3 clusters Score -3058126 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3059103.750000 Penalty: 5232.430176
	Iteration 11Q: 3 clusters Score -3059104 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3060062.500000 Penalty: 5232.430176
	Iteration 12Q: 3 clusters Score -3060062 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3060877.000000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -3060877 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3061564.750000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -3061565 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3062188.500000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -3062188 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3062730.000000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -3062730 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3063252.000000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -3063252 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3063687.750000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -3063688 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3064133.250000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -3064133 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3064593.500000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -3064594 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3065008.750000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -3065009 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3065347.750000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -3065348 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3065631.000000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -3065631 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3065867.000000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -3065867 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3066041.500000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -3066042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3066187.500000 Penalty: 5232.430176
	Iteration 26Q: 3 clusters Score -3066188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3066282.750000 Penalty: 5232.430176
	Iteration 27Q: 3 clusters Score -3066283 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3066357.750000 Penalty: 5232.430176
	Iteration 28Q: 3 clusters Score -3066358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3066409.500000 Penalty: 5232.430176
	Iteration 29Q: 3 clusters Score -3066410 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3066452.250000 Penalty: 5232.430176
	Iteration 30Q: 3 clusters Score -3066452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3066498.250000 Penalty: 5232.430176
	Iteration 31Q: 3 clusters Score -3066498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3066536.000000 Penalty: 5232.430176
	Iteration 32Q: 3 clusters Score -3066536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3066569.500000 Penalty: 5232.430176
	Iteration 33Q: 3 clusters Score -3066570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3066586.750000 Penalty: 5232.430176
	Iteration 34Q: 3 clusters Score -3066587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3066604.250000 Penalty: 5232.430176
	Iteration 35Q: 3 clusters Score -3066604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3066615.750000 Penalty: 5232.430176
	Iteration 36Q: 3 clusters Score -3066616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3066629.000000 Penalty: 5232.430176
	Iteration 37Q: 3 clusters Score -3066629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3066646.250000 Penalty: 5232.430176
	Iteration 38Q: 3 clusters Score -3066646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3066656.750000 Penalty: 5232.430176
	Iteration 39Q: 3 clusters Score -3066657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3066687.000000 Penalty: 5232.430176
	Iteration 40F: 3 clusters Score -3066687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3066700.250000 Penalty: 5232.430176
	Iteration 41Q: 3 clusters Score -3066700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3066721.000000 Penalty: 5232.430176
	Iteration 42Q: 3 clusters Score -3066721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3066719.750000 Penalty: 5232.430176
	Iteration 43Q: 3 clusters Score -3066720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3066734.500000 Penalty: 5232.430176
	Iteration 44Q: 3 clusters Score -3066734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3066748.000000 Penalty: 5232.430176
	Iteration 45Q: 3 clusters Score -3066748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3066759.250000 Penalty: 5232.430176
	Iteration 46Q: 3 clusters Score -3066759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3066772.250000 Penalty: 5232.430176
	Iteration 47Q: 3 clusters Score -3066772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3066777.250000 Penalty: 5232.430176
	Iteration 48Q: 3 clusters Score -3066777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3066775.750000 Penalty: 5232.430176
	Iteration 49Q: 3 clusters Score -3066776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3066779.750000 Penalty: 5232.430176
	Iteration 50Q: 3 clusters Score -3066780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3066779.750000 Penalty: 5232.430176
	Iteration 51F: 3 clusters Score -3066780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -293992.468750 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -293992.5 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -294794.343750 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294794.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -294953.406250 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -294953.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -295040.468750 Penalty: 4085.527100
	Iteration 3Q: 3 clusters Score -295040.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -295112.281250 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295112.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -295165.437500 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295165.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -295203.812500 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295203.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -295247.312500 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295247.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -295289.406250 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295289.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -295336.468750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295336.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -295367.906250 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295367.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -295392.750000 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295392.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -295415.093750 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295415.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -295435.593750 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295435.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -295458.312500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -295458.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -295483.000000 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -295483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -295500.406250 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -295500.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -295517.187500 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -295517.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -295531.656250 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -295531.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -295544.312500 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -295544.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -295550.562500 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -295550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -295556.375000 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -295556.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -295559.000000 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -295559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -295564.031250 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -295564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295570.500000 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -295570.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295577.562500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -295577.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295584.593750 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -295584.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295595.843750 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -295595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295607.843750 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -295607.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -295620.406250 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -295620.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -295632.687500 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -295632.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -295646.875000 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -295646.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -295661.031250 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -295661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295677.687500 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -295677.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -295690.218750 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -295690.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -295700.500000 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -295700.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -295705.562500 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -295705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295715.343750 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -295715.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -295724.562500 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -295724.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -295731.218750 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -295731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -295739.625000 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -295739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -295743.000000 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -295743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295748.687500 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -295748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -295751.093750 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -295751.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -295752.406250 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -295752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295753.125000 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -295753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295754.031250 Penalty: 4085.527100
	Iteration 46Q: 3 clusters Score -295754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295755.062500 Penalty: 4085.527100
	Iteration 47Q: 3 clusters Score -295755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295756.468750 Penalty: 4085.527100
	Iteration 48Q: 3 clusters Score -295756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -295757.406250 Penalty: 4085.527100
	Iteration 49Q: 3 clusters Score -295757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -295758.125000 Penalty: 4085.527100
	Iteration 50Q: 3 clusters Score -295758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -295759.531250 Penalty: 4085.527100
	Iteration 51Q: 3 clusters Score -295759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -295760.937500 Penalty: 4085.527100
	Iteration 52Q: 3 clusters Score -295760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -295762.218750 Penalty: 4085.527100
	Iteration 53Q: 3 clusters Score -295762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -295763.062500 Penalty: 4085.527100
	Iteration 54Q: 3 clusters Score -295763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -295764.593750 Penalty: 4085.527100
	Iteration 55Q: 3 clusters Score -295764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -295765.718750 Penalty: 4085.527100
	Iteration 56Q: 3 clusters Score -295765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295766.468750 Penalty: 4085.527100
	Iteration 57Q: 3 clusters Score -295766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -295767.593750 Penalty: 4085.527100
	Iteration 58Q: 3 clusters Score -295767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -295770.000000 Penalty: 4085.527100
	Iteration 59Q: 3 clusters Score -295770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -295770.781250 Penalty: 4085.527100
	Iteration 60F: 3 clusters Score -295770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -295772.375000 Penalty: 4085.527100
	Iteration 61Q: 3 clusters Score -295772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295773.531250 Penalty: 4085.527100
	Iteration 62Q: 3 clusters Score -295773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -295774.312500 Penalty: 4085.527100
	Iteration 63Q: 3 clusters Score -295774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -295774.781250 Penalty: 4085.527100
	Iteration 64Q: 3 clusters Score -295774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -295776.656250 Penalty: 4085.527100
	Iteration 65Q: 3 clusters Score -295776.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -295777.312500 Penalty: 4085.527100
	Iteration 66Q: 3 clusters Score -295777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -295781.000000 Penalty: 4085.527100
	Iteration 67Q: 3 clusters Score -295781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -295784.625000 Penalty: 4085.527100
	Iteration 68Q: 3 clusters Score -295784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -295786.562500 Penalty: 4085.527100
	Iteration 69Q: 3 clusters Score -295786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -295787.218750 Penalty: 4085.527100
	Iteration 70Q: 3 clusters Score -295787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -295788.812500 Penalty: 4085.527100
	Iteration 71Q: 3 clusters Score -295788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -295790.062500 Penalty: 4085.527100
	Iteration 72Q: 3 clusters Score -295790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -295791.250000 Penalty: 4085.527100
	Iteration 73Q: 3 clusters Score -295791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295794.656250 Penalty: 4085.527100
	Iteration 74Q: 3 clusters Score -295794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -295798.218750 Penalty: 4085.527100
	Iteration 75Q: 3 clusters Score -295798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -295803.250000 Penalty: 4085.527100
	Iteration 76Q: 3 clusters Score -295803.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295809.125000 Penalty: 4085.527100
	Iteration 77Q: 3 clusters Score -295809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295815.718750 Penalty: 4085.527100
	Iteration 78Q: 3 clusters Score -295815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -295819.812500 Penalty: 4085.527100
	Iteration 79Q: 3 clusters Score -295819.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -295828.062500 Penalty: 4085.527100
	Iteration 80F: 3 clusters Score -295828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -295833.406250 Penalty: 4085.527100
	Iteration 81Q: 3 clusters Score -295833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -295837.093750 Penalty: 4085.527100
	Iteration 82Q: 3 clusters Score -295837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -295838.531250 Penalty: 4085.527100
	Iteration 83Q: 3 clusters Score -295838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -295839.250000 Penalty: 4085.527100
	Iteration 84Q: 3 clusters Score -295839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -295839.593750 Penalty: 4085.527100
	Iteration 85Q: 3 clusters Score -295839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -295840.562500 Penalty: 4085.527100
	Iteration 86Q: 3 clusters Score -295840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -295841.093750 Penalty: 4085.527100
	Iteration 87Q: 3 clusters Score -295841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -295841.312500 Penalty: 4085.527100
	Iteration 88Q: 3 clusters Score -295841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -295841.312500 Penalty: 4085.527100
	Iteration 89F: 3 clusters Score -295841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -2681179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2657854.000000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -2657854 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2666496.000000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -2666496 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2667062.500000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -2667062 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2667623.500000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -2667624 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2668205.750000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -2668206 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2668832.750000 Penalty: 5175.102539
	Iteration 5Q: 3 clusters Score -2668833 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2669559.750000 Penalty: 5175.102539
	Iteration 6Q: 3 clusters Score -2669560 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2670489.250000 Penalty: 5175.102539
	Iteration 7Q: 3 clusters Score -2670489 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2671754.500000 Penalty: 5175.102539
	Iteration 8F: 3 clusters Score -2671754 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2673191.000000 Penalty: 5175.102539
	Iteration 9F: 3 clusters Score -2673191 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2674540.000000 Penalty: 5175.102539
	Iteration 10F: 3 clusters Score -2674540 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2675445.250000 Penalty: 5175.102539
	Iteration 11Q: 3 clusters Score -2675445 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2675996.500000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -2675996 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2676281.750000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -2676282 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2676466.250000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -2676466 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2676596.250000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -2676596 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2676705.250000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -2676705 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2676823.500000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -2676824 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2676951.500000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -2676952 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2677104.250000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -2677104 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -2677281.000000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -2677281 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -2677493.750000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -2677494 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2677691.000000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -2677691 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -2677914.750000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -2677915 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -2678118.750000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -2678119 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -2678332.000000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -2678332 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -2678545.750000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -2678546 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -2678750.500000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -2678750 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2678919.750000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -2678920 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2679040.750000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -2679041 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -2679097.250000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -2679097 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -2679144.750000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -2679145 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -2679189.500000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -2679190 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -2679201.000000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -2679201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -2679223.250000 Penalty: 5175.102539
	Iteration 34Q: 3 clusters Score -2679223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -2679246.000000 Penalty: 5175.102539
	Iteration 35Q: 3 clusters Score -2679246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2679265.000000 Penalty: 5175.102539
	Iteration 36Q: 3 clusters Score -2679265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -2679281.000000 Penalty: 5175.102539
	Iteration 37Q: 3 clusters Score -2679281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -2679296.500000 Penalty: 5175.102539
	Iteration 38Q: 3 clusters Score -2679296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -2679296.250000 Penalty: 5175.102539
	Iteration 39Q: 3 clusters Score -2679296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -2679305.750000 Penalty: 5175.102539
	Iteration 40F: 3 clusters Score -2679306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2679304.250000 Penalty: 5175.102539
	Iteration 41Q: 3 clusters Score -2679304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -2679317.750000 Penalty: 5175.102539
	Iteration 42Q: 3 clusters Score -2679318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -2679319.750000 Penalty: 5175.102539
	Iteration 43Q: 3 clusters Score -2679320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -2679325.750000 Penalty: 5175.102539
	Iteration 44Q: 3 clusters Score -2679326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -2679336.500000 Penalty: 5175.102539
	Iteration 45Q: 3 clusters Score -2679336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -2679351.000000 Penalty: 5175.102539
	Iteration 46Q: 3 clusters Score -2679351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2679346.750000 Penalty: 5175.102539
	Iteration 47Q: 3 clusters Score -2679347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -2679352.250000 Penalty: 5175.102539
	Iteration 48Q: 3 clusters Score -2679352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2679357.250000 Penalty: 5175.102539
	Iteration 49Q: 3 clusters Score -2679357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -2679360.500000 Penalty: 5175.102539
	Iteration 50Q: 3 clusters Score -2679360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -2679362.500000 Penalty: 5175.102539
	Iteration 51Q: 3 clusters Score -2679362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -2679357.250000 Penalty: 5175.102539
	Iteration 52Q: 3 clusters Score -2679357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2679360.500000 Penalty: 5175.102539
	Iteration 53Q: 3 clusters Score -2679360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -2679363.250000 Penalty: 5175.102539
	Iteration 54Q: 3 clusters Score -2679363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -2679367.750000 Penalty: 5175.102539
	Iteration 55Q: 3 clusters Score -2679368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -2679367.000000 Penalty: 5175.102539
	Iteration 56Q: 3 clusters Score -2679367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -2679372.000000 Penalty: 5175.102539
	Iteration 57Q: 3 clusters Score -2679372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -2679371.000000 Penalty: 5175.102539
	Iteration 58Q: 3 clusters Score -2679371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -2679376.500000 Penalty: 5175.102539
	Iteration 59Q: 3 clusters Score -2679376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -2679370.750000 Penalty: 5175.102539
	Iteration 60F: 3 clusters Score -2679371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -2679370.500000 Penalty: 5175.102539
	Iteration 61Q: 3 clusters Score -2679370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -2679369.250000 Penalty: 5175.102539
	Iteration 62Q: 3 clusters Score -2679369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -2679371.250000 Penalty: 5175.102539
	Iteration 63Q: 3 clusters Score -2679371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -2679375.250000 Penalty: 5175.102539
	Iteration 64Q: 3 clusters Score -2679375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -2679370.750000 Penalty: 5175.102539
	Iteration 65Q: 3 clusters Score -2679371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -2679376.250000 Penalty: 5175.102539
	Iteration 66Q: 3 clusters Score -2679376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2679374.500000 Penalty: 5175.102539
	Iteration 67Q: 3 clusters Score -2679374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2679376.500000 Penalty: 5175.102539
	Iteration 68Q: 3 clusters Score -2679376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -2679373.750000 Penalty: 5175.102539
	Iteration 69Q: 3 clusters Score -2679374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -2679373.500000 Penalty: 5175.102539
	Iteration 70Q: 3 clusters Score -2679374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -2679374.000000 Penalty: 5175.102539
	Iteration 71Q: 3 clusters Score -2679374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -2679371.500000 Penalty: 5175.102539
	Iteration 72Q: 3 clusters Score -2679372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -2679373.750000 Penalty: 5175.102539
	Iteration 73Q: 3 clusters Score -2679374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -2679375.250000 Penalty: 5175.102539
	Iteration 74Q: 3 clusters Score -2679375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -2679375.250000 Penalty: 5175.102539
	Iteration 75F: 3 clusters Score -2679375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215206.937500 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215206.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -215856.828125 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215856.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -216054.171875 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -216054.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -216189.578125 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -216189.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -216314.531250 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -216314.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -216429.937500 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216429.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -216548.609375 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216548.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -216687.593750 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216687.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -216808.531250 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216808.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -216934.984375 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216935 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -217079.109375 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -217079.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -217174.343750 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -217174.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -217247.359375 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -217247.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -217319.078125 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -217319.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217362.953125 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -217363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217390.218750 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -217390.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -217420.484375 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -217420.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -217431.765625 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -217431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -217438.515625 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -217438.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -217445.109375 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -217445.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217455.078125 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -217455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217461.765625 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -217461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217468.500000 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -217468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217473.062500 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -217473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -217478.890625 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -217480.890625 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217481.031250 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217481.031250 Penalty: 3969.999512
	Iteration 27F: 3 clusters Score -217481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -169187.515625 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169187.5 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -169768.953125 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169769 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -169931.687500 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -169931.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -170028.453125 Penalty: 3887.427002
	Iteration 3Q: 3 clusters Score -170028.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -170098.015625 Penalty: 3887.427002
	Iteration 4Q: 3 clusters Score -170098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -170163.250000 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -170163.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -170226.609375 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -170226.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -170297.187500 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -170297.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -170379.531250 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -170379.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -170459.406250 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -170459.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -170536.968750 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -170537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -170590.250000 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -170590.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -170657.593750 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -170657.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -170719.921875 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -170719.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -170766.562500 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -170766.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170808.437500 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -170808.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -170836.234375 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -170836.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -170853.578125 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -170853.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -170862.125000 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -170862.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170869.031250 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -170869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -170873.437500 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -170873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -170875.109375 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -170875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -170879.093750 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -170879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -170881.171875 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -170881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -170883.359375 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -170883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -170887.937500 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -170887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170890.031250 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -170890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -170890.031250 Penalty: 3887.427002
	Iteration 27F: 3 clusters Score -170890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -458782.812500 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458782.8 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -460051.875000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -460051.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -460299.218750 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460299.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -460467.343750 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -460467.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -460601.937500 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460601.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -460718.437500 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460718.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -460841.781250 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -460841.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -460937.343750 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -460937.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -461027.218750 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -461027.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -461117.281250 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -461117.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -461202.468750 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -461202.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -461272.437500 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461272.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -461337.250000 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461337.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -461417.250000 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461417.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -461493.218750 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461493.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -461565.125000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461565.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -461619.062500 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461619.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -461670.156250 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461670.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -461711.000000 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -461747.875000 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461747.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -461793.187500 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -461793.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -461829.062500 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -461829.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -461852.281250 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -461852.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -461869.406250 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -461869.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -461883.781250 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -461883.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -461892.812500 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -461892.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -461901.906250 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -461901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -461912.062500 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -461912.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -461924.468750 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -461924.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -461937.531250 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -461937.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -461952.093750 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -461952.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -461965.968750 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -461966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -461979.250000 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -461979.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -461986.125000 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -461986.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -461994.000000 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -461994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -461999.437500 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -461999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -462004.687500 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -462004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -462005.000000 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -462005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -462006.156250 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -462006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -462006.656250 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -462006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -462007.593750 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -462007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -462008.031250 Penalty: 4308.050293
	Iteration 41Q: 3 clusters Score -462008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -462008.281250 Penalty: 4308.050293
	Iteration 42Q: 3 clusters Score -462008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -462008.531250 Penalty: 4308.050293
	Iteration 43Q: 3 clusters Score -462008.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -462008.531250 Penalty: 4308.050293
	Iteration 44F: 3 clusters Score -462008.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -475203.281250 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475203.3 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -476793.968750 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476794 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -477220.406250 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -477220.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -477669.062500 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477669.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -478129.156250 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -478129.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -478602.937500 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -478602.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -479064.687500 Penalty: 4348.672363
	Iteration 6F: 3 clusters Score -479064.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -479468.937500 Penalty: 4348.672363
	Iteration 7F: 3 clusters Score -479468.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -479744.531250 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -479744.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -479929.656250 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -479929.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -480066.000000 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -480066 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -480139.062500 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -480139.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -480171.687500 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -480171.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -480184.437500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -480184.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -480193.750000 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -480193.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -480197.468750 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -480197.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -480202.656250 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -480202.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -480205.250000 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -480205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -480208.625000 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -480208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -480211.687500 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -480211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -480213.625000 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -480213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -480216.218750 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -480216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -480215.875000 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -480215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -480215.375000 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -480215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -480215.375000 Penalty: 4348.672363
	Iteration 24F: 3 clusters Score -480215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67225.937500 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67225.94 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67580.265625 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67580.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67682.914062 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67682.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67739.984375 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67739.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67767.343750 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67767.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67784.867188 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67784.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67790.218750 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67790.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67800.265625 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67800.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67805.523438 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67805.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -67810.929688 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -67810.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67814.140625 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -67814.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67817.875000 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -67817.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67820.046875 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -67820.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67821.398438 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -67821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67823.835938 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -67823.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67827.578125 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -67827.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67831.382812 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -67831.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67832.718750 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -67832.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67832.718750 Penalty: 3469.445801
	Iteration 18F: 3 clusters Score -67832.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Entering Unmasked Estep 
Score: -10252762.000000 Penalty: 2914.930420
	Iteration 0F: 2 clusters Score -1.025276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -10167737.000000 Penalty: 5829.860840
	Iteration 0F: 3 clusters Score -1.016774e+07 nChanged 60567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -10202594.000000 Penalty: 5829.860840
	Iteration 1F: 3 clusters Score -1.020259e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -10203755.000000 Penalty: 5829.860840
	Iteration 2Q: 3 clusters Score -1.020376e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -10205528.000000 Penalty: 5829.860840
	Iteration 3Q: 3 clusters Score -1.020553e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -10208465.000000 Penalty: 5829.860840
	Iteration 4Q: 3 clusters Score -1.020846e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -10213133.000000 Penalty: 5829.860840
	Iteration 5F: 3 clusters Score -1.021313e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -10220545.000000 Penalty: 5829.860840
	Iteration 6F: 3 clusters Score -1.022054e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -10229828.000000 Penalty: 5829.860840
	Iteration 7F: 3 clusters Score -1.022983e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 115202 members 
Entering Unmasked Estep 
Score: -10238852.000000 Penalty: 5829.860840
	Iteration 8F: 3 clusters Score -1.023885e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 121619 members 
Entering Unmasked Estep 
Score: -10245160.000000 Penalty: 5829.860840
	Iteration 9F: 3 clusters Score -1.024516e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 124947 members 
Entering Unmasked Estep 
Score: -10248312.000000 Penalty: 5829.860840
	Iteration 10Q: 3 clusters Score -1.024831e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 126271 members 
Entering Unmasked Estep 
Score: -10249529.000000 Penalty: 5829.860840
	Iteration 11Q: 3 clusters Score -1.024953e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 126694 members 
Entering Unmasked Estep 
Score: -10249936.000000 Penalty: 5829.860840
	Iteration 12Q: 3 clusters Score -1.024994e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -10250079.000000 Penalty: 5829.860840
	Iteration 13Q: 3 clusters Score -1.025008e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -10250144.000000 Penalty: 5829.860840
	Iteration 14Q: 3 clusters Score -1.025014e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -10250210.000000 Penalty: 5829.860840
	Iteration 15Q: 3 clusters Score -1.025021e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 126898 members 
Entering Unmasked Estep 
Score: -10250240.000000 Penalty: 5829.860840
	Iteration 16Q: 3 clusters Score -1.025024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -10250273.000000 Penalty: 5829.860840
	Iteration 17Q: 3 clusters Score -1.025027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -10250287.000000 Penalty: 5829.860840
	Iteration 18Q: 3 clusters Score -1.025029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -10250292.000000 Penalty: 5829.860840
	Iteration 19Q: 3 clusters Score -1.025029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -10250305.000000 Penalty: 5829.860840
	Iteration 20F: 3 clusters Score -1.02503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 126899 members 
Entering Unmasked Estep 
Score: -10250309.000000 Penalty: 5829.860840
	Iteration 21Q: 3 clusters Score -1.025031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 126899 members 
Entering Unmasked Estep 
Score: -10250306.000000 Penalty: 5829.860840
	Iteration 22Q: 3 clusters Score -1.025031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -10250313.000000 Penalty: 5829.860840
	Iteration 23Q: 3 clusters Score -1.025031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
Score: -10250321.000000 Penalty: 5829.860840
	Iteration 24Q: 3 clusters Score -1.025032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -10250314.000000 Penalty: 5829.860840
	Iteration 25Q: 3 clusters Score -1.025031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 126903 members 
Entering Unmasked Estep 
Score: -10250315.000000 Penalty: 5829.860840
	Iteration 26Q: 3 clusters Score -1.025032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -10250317.000000 Penalty: 5829.860840
	Iteration 27Q: 3 clusters Score -1.025032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 126905 members 
Entering Unmasked Estep 
Score: -10250323.000000 Penalty: 5829.860840
	Iteration 28Q: 3 clusters Score -1.025032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 126907 members 
Entering Unmasked Estep 
Score: -10250322.000000 Penalty: 5829.860840
	Iteration 29Q: 3 clusters Score -1.025032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -10250328.000000 Penalty: 5829.860840
	Iteration 30Q: 3 clusters Score -1.025033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 126912 members 
Entering Unmasked Estep 
Score: -10250325.000000 Penalty: 5829.860840
	Iteration 31Q: 3 clusters Score -1.025032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 126911 members 
Entering Unmasked Estep 
Score: -10250331.000000 Penalty: 5829.860840
	Iteration 32Q: 3 clusters Score -1.025033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -10250339.000000 Penalty: 5829.860840
	Iteration 33Q: 3 clusters Score -1.025034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -10250339.000000 Penalty: 5829.860840
	Iteration 34F: 3 clusters Score -1.025034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104520.195312 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104520.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -104988.898438 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -104988.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105173.742188 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105173.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -105289.757812 Penalty: 3685.336670
	Iteration 3F: 3 clusters Score -105289.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105358.976562 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -105359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105437.593750 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105437.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105489.671875 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105489.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -105531.335938 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105531.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -105577.867188 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105577.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105618.804688 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105618.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105652.195312 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -105687.843750 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105687.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105706.250000 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105714.562500 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105717.835938 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -105721.320312 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105724.640625 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -105727.257812 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -105727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -105731.710938 Penalty: 3685.336670
	Iteration 18Q: 3 clusters Score -105731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -105732.507812 Penalty: 3685.336670
	Iteration 19Q: 3 clusters Score -105732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105733.109375 Penalty: 3685.336670
	Iteration 20F: 3 clusters Score -105733.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1517347.500000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517348 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1522715.875000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522716 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1523431.000000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1523431 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1524050.250000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -1524050 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1524609.875000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -1524610 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1525142.875000 Penalty: 4931.321289
	Iteration 5Q: 3 clusters Score -1525143 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1525729.500000 Penalty: 4931.321289
	Iteration 6Q: 3 clusters Score -1525730 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1526384.375000 Penalty: 4931.321289
	Iteration 7Q: 3 clusters Score -1526384 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1527066.500000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -1527066 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1527748.625000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1527749 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1528327.500000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1528328 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1528770.500000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1528770 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1529145.875000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1529146 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1529424.250000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1529424 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1529636.125000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1529636 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1529800.875000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1529801 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1529908.750000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1529909 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1529990.750000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1529991 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1530057.125000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1530057 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1530098.125000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1530098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1530130.500000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1530130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1530151.250000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1530151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1530174.125000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1530174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1530183.750000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1530184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1530192.750000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1530193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1530201.875000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1530202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1530204.750000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1530205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1530206.625000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1530207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1530218.750000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1530223.125000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1530224.750000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1530226.625000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -1530227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1530230.375000 Penalty: 4931.321289
	Iteration 32Q: 3 clusters Score -1530230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1530231.625000 Penalty: 4931.321289
	Iteration 33Q: 3 clusters Score -1530232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1530231.000000 Penalty: 4931.321289
	Iteration 34Q: 3 clusters Score -1530231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1530233.750000 Penalty: 4931.321289
	Iteration 35Q: 3 clusters Score -1530234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1530233.500000 Penalty: 4931.321289
	Iteration 36Q: 3 clusters Score -1530234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1530234.875000 Penalty: 4931.321289
	Iteration 37Q: 3 clusters Score -1530235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1530234.500000 Penalty: 4931.321289
	Iteration 38Q: 3 clusters Score -1530234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1530238.875000 Penalty: 4931.321289
	Iteration 39Q: 3 clusters Score -1530239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1530239.625000 Penalty: 4931.321289
	Iteration 40F: 3 clusters Score -1530240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1530239.875000 Penalty: 4931.321289
	Iteration 41Q: 3 clusters Score -1530240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1530241.500000 Penalty: 4931.321289
	Iteration 42Q: 3 clusters Score -1530242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1530242.625000 Penalty: 4931.321289
	Iteration 43Q: 3 clusters Score -1530243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1530242.000000 Penalty: 4931.321289
	Iteration 44Q: 3 clusters Score -1530242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1530244.250000 Penalty: 4931.321289
	Iteration 45Q: 3 clusters Score -1530244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1530245.375000 Penalty: 4931.321289
	Iteration 46Q: 3 clusters Score -1530245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1530245.375000 Penalty: 4931.321289
	Iteration 47Q: 3 clusters Score -1530245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1530246.000000 Penalty: 4931.321289
	Iteration 48Q: 3 clusters Score -1530246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1530246.000000 Penalty: 4931.321289
	Iteration 49F: 3 clusters Score -1530246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -525081.937500 Penalty: 2139.970703
	Iteration 0F: 2 clusters Score -525081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -520186.406250 Penalty: 4279.941406
	Iteration 0F: 3 clusters Score -520186.4 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -521383.031250 Penalty: 4279.941406
	Iteration 1F: 3 clusters Score -521383 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -521632.843750 Penalty: 4279.941406
	Iteration 2F: 3 clusters Score -521632.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -521841.812500 Penalty: 4279.941406
	Iteration 3F: 3 clusters Score -521841.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -522010.843750 Penalty: 4279.941406
	Iteration 4Q: 3 clusters Score -522010.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -522161.687500 Penalty: 4279.941406
	Iteration 5Q: 3 clusters Score -522161.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -522313.375000 Penalty: 4279.941406
	Iteration 6Q: 3 clusters Score -522313.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -522473.375000 Penalty: 4279.941406
	Iteration 7Q: 3 clusters Score -522473.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -522606.937500 Penalty: 4279.941406
	Iteration 8Q: 3 clusters Score -522606.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -522716.031250 Penalty: 4279.941406
	Iteration 9Q: 3 clusters Score -522716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -522798.562500 Penalty: 4279.941406
	Iteration 10Q: 3 clusters Score -522798.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -522850.906250 Penalty: 4279.941406
	Iteration 11Q: 3 clusters Score -522850.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -522895.500000 Penalty: 4279.941406
	Iteration 12Q: 3 clusters Score -522895.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -522927.281250 Penalty: 4279.941406
	Iteration 13Q: 3 clusters Score -522927.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -522952.125000 Penalty: 4279.941406
	Iteration 14Q: 3 clusters Score -522952.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -522971.187500 Penalty: 4279.941406
	Iteration 15Q: 3 clusters Score -522971.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -522989.781250 Penalty: 4279.941406
	Iteration 16Q: 3 clusters Score -522989.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -523002.093750 Penalty: 4279.941406
	Iteration 17Q: 3 clusters Score -523002.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -523008.000000 Penalty: 4279.941406
	Iteration 18Q: 3 clusters Score -523008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -523010.593750 Penalty: 4279.941406
	Iteration 19Q: 3 clusters Score -523010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -523010.937500 Penalty: 4279.941406
	Iteration 20F: 3 clusters Score -523010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -523011.656250 Penalty: 4279.941406
	Iteration 21Q: 3 clusters Score -523011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -523011.343750 Penalty: 4279.941406
	Iteration 22Q: 3 clusters Score -523011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -523013.156250 Penalty: 4279.941406
	Iteration 23Q: 3 clusters Score -523013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -523016.000000 Penalty: 4279.941406
	Iteration 24Q: 3 clusters Score -523016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -523016.437500 Penalty: 4279.941406
	Iteration 25Q: 3 clusters Score -523016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -523016.875000 Penalty: 4279.941406
	Iteration 26Q: 3 clusters Score -523016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -523018.437500 Penalty: 4279.941406
	Iteration 27Q: 3 clusters Score -523018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -523018.000000 Penalty: 4279.941406
	Iteration 28Q: 3 clusters Score -523018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -523017.968750 Penalty: 4279.941406
	Iteration 29Q: 3 clusters Score -523018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -523018.500000 Penalty: 4279.941406
	Iteration 30Q: 3 clusters Score -523018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -523019.500000 Penalty: 4279.941406
	Iteration 31Q: 3 clusters Score -523019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -523019.156250 Penalty: 4279.941406
	Iteration 32Q: 3 clusters Score -523019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -523019.156250 Penalty: 4279.941406
	Iteration 33F: 3 clusters Score -523019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -378597.500000 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378597.5 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -379638.156250 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379638.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -379826.750000 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379826.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -379937.187500 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -379937.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -380023.687500 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -380023.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -380091.718750 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -380091.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -380135.781250 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -380135.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -380180.437500 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380180.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -380234.093750 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380234.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -380281.625000 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380281.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -380318.875000 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380318.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -380349.468750 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380349.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -380377.156250 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380377.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -380404.375000 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380404.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -380430.531250 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380430.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -380454.906250 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380454.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -380471.875000 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380471.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -380483.531250 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380483.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -380502.437500 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380502.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -380520.718750 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380520.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -380533.656250 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380533.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -380542.250000 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380542.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -380550.781250 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380550.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -380561.468750 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -380566.781250 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -380574.687500 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380574.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -380581.593750 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380581.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380588.843750 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380588.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380597.093750 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -380597.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380605.062500 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -380605.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -380615.125000 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -380615.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -380621.625000 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -380621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -380626.781250 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -380626.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -380632.812500 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -380632.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -380639.718750 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -380639.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -380651.125000 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -380651.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -380664.781250 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -380664.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -380678.187500 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -380678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -380688.593750 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -380688.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -380700.343750 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -380700.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -380710.968750 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -380711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -380726.625000 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -380726.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -380740.250000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -380740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -380752.343750 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -380752.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -380761.062500 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -380761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -380770.812500 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -380770.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -380779.500000 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -380779.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -380788.750000 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -380788.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -380801.031250 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -380801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -380808.593750 Penalty: 4198.668457
	Iteration 49Q: 3 clusters Score -380808.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -380816.531250 Penalty: 4198.668457
	Iteration 50Q: 3 clusters Score -380816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -380825.281250 Penalty: 4198.668457
	Iteration 51Q: 3 clusters Score -380825.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -380838.250000 Penalty: 4198.668457
	Iteration 52Q: 3 clusters Score -380838.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -380850.656250 Penalty: 4198.668457
	Iteration 53Q: 3 clusters Score -380850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -380860.781250 Penalty: 4198.668457
	Iteration 54Q: 3 clusters Score -380860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -380867.968750 Penalty: 4198.668457
	Iteration 55Q: 3 clusters Score -380868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -380875.468750 Penalty: 4198.668457
	Iteration 56Q: 3 clusters Score -380875.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -380884.031250 Penalty: 4198.668457
	Iteration 57Q: 3 clusters Score -380884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -380890.812500 Penalty: 4198.668457
	Iteration 58Q: 3 clusters Score -380890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -380896.718750 Penalty: 4198.668457
	Iteration 59Q: 3 clusters Score -380896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -380902.906250 Penalty: 4198.668457
	Iteration 60F: 3 clusters Score -380902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -380908.125000 Penalty: 4198.668457
	Iteration 61Q: 3 clusters Score -380908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -380914.687500 Penalty: 4198.668457
	Iteration 62Q: 3 clusters Score -380914.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -380919.656250 Penalty: 4198.668457
	Iteration 63Q: 3 clusters Score -380919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -380927.000000 Penalty: 4198.668457
	Iteration 64Q: 3 clusters Score -380927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -380933.968750 Penalty: 4198.668457
	Iteration 65Q: 3 clusters Score -380934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -380941.875000 Penalty: 4198.668457
	Iteration 66Q: 3 clusters Score -380941.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -380953.687500 Penalty: 4198.668457
	Iteration 67Q: 3 clusters Score -380953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -380958.687500 Penalty: 4198.668457
	Iteration 68Q: 3 clusters Score -380958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -380963.031250 Penalty: 4198.668457
	Iteration 69Q: 3 clusters Score -380963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -380965.000000 Penalty: 4198.668457
	Iteration 70Q: 3 clusters Score -380965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -380967.375000 Penalty: 4198.668457
	Iteration 71Q: 3 clusters Score -380967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -380970.531250 Penalty: 4198.668457
	Iteration 72Q: 3 clusters Score -380970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -380972.781250 Penalty: 4198.668457
	Iteration 73Q: 3 clusters Score -380972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -380974.906250 Penalty: 4198.668457
	Iteration 74Q: 3 clusters Score -380974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -380979.593750 Penalty: 4198.668457
	Iteration 75Q: 3 clusters Score -380979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -380983.406250 Penalty: 4198.668457
	Iteration 76Q: 3 clusters Score -380983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -380988.843750 Penalty: 4198.668457
	Iteration 77Q: 3 clusters Score -380988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -380990.906250 Penalty: 4198.668457
	Iteration 78Q: 3 clusters Score -380990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -380992.625000 Penalty: 4198.668457
	Iteration 79Q: 3 clusters Score -380992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -380993.250000 Penalty: 4198.668457
	Iteration 80F: 3 clusters Score -380993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -380995.093750 Penalty: 4198.668457
	Iteration 81Q: 3 clusters Score -380995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -380995.093750 Penalty: 4198.668457
	Iteration 82F: 3 clusters Score -380995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -657024.250000 Penalty: 2177.673340
	Iteration 0F: 2 clusters Score -657024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -651558.375000 Penalty: 4355.346680
	Iteration 0F: 3 clusters Score -651558.4 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -652873.187500 Penalty: 4355.346680
	Iteration 1F: 3 clusters Score -652873.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -653090.875000 Penalty: 4355.346680
	Iteration 2F: 3 clusters Score -653090.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -653237.875000 Penalty: 4355.346680
	Iteration 3Q: 3 clusters Score -653237.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -653343.750000 Penalty: 4355.346680
	Iteration 4Q: 3 clusters Score -653343.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -653432.250000 Penalty: 4355.346680
	Iteration 5Q: 3 clusters Score -653432.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -653527.500000 Penalty: 4355.346680
	Iteration 6Q: 3 clusters Score -653527.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -653605.187500 Penalty: 4355.346680
	Iteration 7Q: 3 clusters Score -653605.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -653666.062500 Penalty: 4355.346680
	Iteration 8Q: 3 clusters Score -653666.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -653712.312500 Penalty: 4355.346680
	Iteration 9Q: 3 clusters Score -653712.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -653764.500000 Penalty: 4355.346680
	Iteration 10Q: 3 clusters Score -653764.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -653815.937500 Penalty: 4355.346680
	Iteration 11Q: 3 clusters Score -653815.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -653865.625000 Penalty: 4355.346680
	Iteration 12Q: 3 clusters Score -653865.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -653901.687500 Penalty: 4355.346680
	Iteration 13Q: 3 clusters Score -653901.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -653945.187500 Penalty: 4355.346680
	Iteration 14Q: 3 clusters Score -653945.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -653995.125000 Penalty: 4355.346680
	Iteration 15Q: 3 clusters Score -653995.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -654058.125000 Penalty: 4355.346680
	Iteration 16Q: 3 clusters Score -654058.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -654125.312500 Penalty: 4355.346680
	Iteration 17Q: 3 clusters Score -654125.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -654210.875000 Penalty: 4355.346680
	Iteration 18Q: 3 clusters Score -654210.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -654305.250000 Penalty: 4355.346680
	Iteration 19Q: 3 clusters Score -654305.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -654409.687500 Penalty: 4355.346680
	Iteration 20F: 3 clusters Score -654409.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -654539.437500 Penalty: 4355.346680
	Iteration 21Q: 3 clusters Score -654539.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -654662.062500 Penalty: 4355.346680
	Iteration 22Q: 3 clusters Score -654662.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -654810.250000 Penalty: 4355.346680
	Iteration 23Q: 3 clusters Score -654810.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -654948.125000 Penalty: 4355.346680
	Iteration 24Q: 3 clusters Score -654948.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -655064.375000 Penalty: 4355.346680
	Iteration 25Q: 3 clusters Score -655064.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -655162.562500 Penalty: 4355.346680
	Iteration 26Q: 3 clusters Score -655162.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -655228.687500 Penalty: 4355.346680
	Iteration 27Q: 3 clusters Score -655228.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -655275.312500 Penalty: 4355.346680
	Iteration 28Q: 3 clusters Score -655275.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -655310.687500 Penalty: 4355.346680
	Iteration 29Q: 3 clusters Score -655310.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -655337.187500 Penalty: 4355.346680
	Iteration 30Q: 3 clusters Score -655337.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -655360.250000 Penalty: 4355.346680
	Iteration 31Q: 3 clusters Score -655360.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -655376.187500 Penalty: 4355.346680
	Iteration 32Q: 3 clusters Score -655376.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -655390.687500 Penalty: 4355.346680
	Iteration 33Q: 3 clusters Score -655390.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -655404.625000 Penalty: 4355.346680
	Iteration 34Q: 3 clusters Score -655404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -655416.187500 Penalty: 4355.346680
	Iteration 35Q: 3 clusters Score -655416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -655421.875000 Penalty: 4355.346680
	Iteration 36Q: 3 clusters Score -655421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -655429.312500 Penalty: 4355.346680
	Iteration 37Q: 3 clusters Score -655429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -655434.562500 Penalty: 4355.346680
	Iteration 38Q: 3 clusters Score -655434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -655437.625000 Penalty: 4355.346680
	Iteration 39Q: 3 clusters Score -655437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -655439.000000 Penalty: 4355.346680
	Iteration 40F: 3 clusters Score -655439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -655442.625000 Penalty: 4355.346680
	Iteration 41Q: 3 clusters Score -655442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -655445.562500 Penalty: 4355.346680
	Iteration 42Q: 3 clusters Score -655445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -655449.000000 Penalty: 4355.346680
	Iteration 43Q: 3 clusters Score -655449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -655453.687500 Penalty: 4355.346680
	Iteration 44Q: 3 clusters Score -655453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -655459.750000 Penalty: 4355.346680
	Iteration 45Q: 3 clusters Score -655459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -655464.375000 Penalty: 4355.346680
	Iteration 46Q: 3 clusters Score -655464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -655465.437500 Penalty: 4355.346680
	Iteration 47Q: 3 clusters Score -655465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -655467.687500 Penalty: 4355.346680
	Iteration 48Q: 3 clusters Score -655467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -655470.312500 Penalty: 4355.346680
	Iteration 49Q: 3 clusters Score -655470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -655471.250000 Penalty: 4355.346680
	Iteration 50Q: 3 clusters Score -655471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -655472.937500 Penalty: 4355.346680
	Iteration 51Q: 3 clusters Score -655472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -655475.375000 Penalty: 4355.346680
	Iteration 52Q: 3 clusters Score -655475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -655475.312500 Penalty: 4355.346680
	Iteration 53Q: 3 clusters Score -655475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -655478.062500 Penalty: 4355.346680
	Iteration 54Q: 3 clusters Score -655478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -655478.062500 Penalty: 4355.346680
	Iteration 55F: 3 clusters Score -655478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1331607.125000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331607 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1335624.125000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335624 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1336006.625000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1336007 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1336328.750000 Penalty: 4831.899414
	Iteration 3Q: 3 clusters Score -1336329 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1336676.125000 Penalty: 4831.899414
	Iteration 4Q: 3 clusters Score -1336676 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1337101.625000 Penalty: 4831.899414
	Iteration 5Q: 3 clusters Score -1337102 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1337660.250000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1337660 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1338378.000000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1338378 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1339171.000000 Penalty: 4831.899414
	Iteration 8F: 3 clusters Score -1339171 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1339992.375000 Penalty: 4831.899414
	Iteration 9F: 3 clusters Score -1339992 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1340841.750000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1340842 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1341627.625000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1341628 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1342168.250000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1342168 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1342436.750000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1342437 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1342595.375000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1342595 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1342697.250000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1342697 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1342786.375000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1342786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1342876.125000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1342876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1342972.875000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1342973 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1343021.500000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1343022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1343069.125000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1343069 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1343110.250000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1343110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1343139.000000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1343139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1343161.875000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1343162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1343194.375000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1343194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1343207.000000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1343207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1343218.875000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1343219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1343237.875000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1343238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1343245.875000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1343246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1343254.500000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1343254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1343258.375000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1343258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1343269.625000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1343270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1343280.875000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1343281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1343282.000000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1343282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1343286.750000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1343287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1343292.125000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1343292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1343292.000000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1343292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1343295.375000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1343295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1343297.375000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1343297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1343301.875000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1343302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1343299.375000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1343299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1343307.000000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1343307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1343311.750000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1343312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1343314.625000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1343315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1343315.000000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1343315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1343315.875000 Penalty: 4831.899414
	Iteration 45Q: 3 clusters Score -1343316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1343319.625000 Penalty: 4831.899414
	Iteration 46Q: 3 clusters Score -1343320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1343323.500000 Penalty: 4831.899414
	Iteration 47Q: 3 clusters Score -1343324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1343322.250000 Penalty: 4831.899414
	Iteration 48Q: 3 clusters Score -1343322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1343321.125000 Penalty: 4831.899414
	Iteration 49Q: 3 clusters Score -1343321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1343325.875000 Penalty: 4831.899414
	Iteration 50Q: 3 clusters Score -1343326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1343321.375000 Penalty: 4831.899414
	Iteration 51Q: 3 clusters Score -1343321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1343323.125000 Penalty: 4831.899414
	Iteration 52Q: 3 clusters Score -1343323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1343326.500000 Penalty: 4831.899414
	Iteration 53Q: 3 clusters Score -1343326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1343329.375000 Penalty: 4831.899414
	Iteration 54Q: 3 clusters Score -1343329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1343332.625000 Penalty: 4831.899414
	Iteration 55Q: 3 clusters Score -1343333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1343332.125000 Penalty: 4831.899414
	Iteration 56Q: 3 clusters Score -1343332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1343334.375000 Penalty: 4831.899414
	Iteration 57Q: 3 clusters Score -1343334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1343336.500000 Penalty: 4831.899414
	Iteration 58Q: 3 clusters Score -1343336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1343336.375000 Penalty: 4831.899414
	Iteration 59Q: 3 clusters Score -1343336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1343337.500000 Penalty: 4831.899414
	Iteration 60F: 3 clusters Score -1343338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1343341.625000 Penalty: 4831.899414
	Iteration 61Q: 3 clusters Score -1343342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1343340.000000 Penalty: 4831.899414
	Iteration 62Q: 3 clusters Score -1343340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1343339.500000 Penalty: 4831.899414
	Iteration 63Q: 3 clusters Score -1343340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1343339.500000 Penalty: 4831.899414
	Iteration 64F: 3 clusters Score -1343340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17518.019531 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17518.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17632.142578 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17632.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17676.951172 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17676.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17733.984375 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17733.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17755.250000 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17755.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17781.716797 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -17781.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17793.468750 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -17793.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17820.570312 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -17820.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17829.164062 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -17829.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17846.343750 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -17846.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17854.052734 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -17854.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17854.052734 Penalty: 2838.898193
	Iteration 11F: 3 clusters Score -17854.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -422678.406250 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422678.4 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -423810.687500 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423810.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -424051.406250 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424051.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -424251.156250 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424251.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -424438.718750 Penalty: 4270.356934
	Iteration 4Q: 3 clusters Score -424438.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -424614.250000 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -424614.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -424722.625000 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -424722.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -424829.062500 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -424829.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -424914.718750 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -424914.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -424986.406250 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -424986.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -425044.281250 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425044.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -425083.718750 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425083.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -425110.312500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425110.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -425137.562500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425137.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -425159.781250 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425159.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -425178.593750 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425178.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -425190.812500 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -425190.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -425205.875000 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -425205.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -425220.250000 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -425220.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -425231.531250 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -425231.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -425242.562500 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -425242.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -425256.375000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -425256.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -425276.093750 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -425276.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -425296.750000 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -425296.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -425321.093750 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -425321.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -425352.031250 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -425352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -425380.531250 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -425380.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -425411.843750 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -425411.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -425434.718750 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -425434.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -425454.218750 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -425454.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -425473.312500 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -425473.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -425493.718750 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -425493.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -425510.468750 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -425510.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -425532.718750 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -425532.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -425558.093750 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -425558.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -425582.437500 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -425582.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -425600.468750 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -425600.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -425620.906250 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -425620.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -425643.250000 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -425643.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -425661.531250 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -425661.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -425674.218750 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -425674.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -425685.625000 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -425685.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -425696.656250 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -425696.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -425708.312500 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -425708.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -425720.718750 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -425720.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -425731.500000 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -425731.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -425741.625000 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -425741.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -425753.562500 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -425753.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -425763.812500 Penalty: 4270.356934
	Iteration 48Q: 3 clusters Score -425763.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -425771.375000 Penalty: 4270.356934
	Iteration 49Q: 3 clusters Score -425771.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -425781.562500 Penalty: 4270.356934
	Iteration 50Q: 3 clusters Score -425781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -425789.312500 Penalty: 4270.356934
	Iteration 51Q: 3 clusters Score -425789.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -425795.531250 Penalty: 4270.356934
	Iteration 52Q: 3 clusters Score -425795.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -425802.937500 Penalty: 4270.356934
	Iteration 53Q: 3 clusters Score -425802.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -425808.656250 Penalty: 4270.356934
	Iteration 54Q: 3 clusters Score -425808.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -425813.593750 Penalty: 4270.356934
	Iteration 55Q: 3 clusters Score -425813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -425815.875000 Penalty: 4270.356934
	Iteration 56Q: 3 clusters Score -425815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -425818.031250 Penalty: 4270.356934
	Iteration 57Q: 3 clusters Score -425818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -425819.500000 Penalty: 4270.356934
	Iteration 58Q: 3 clusters Score -425819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -425821.875000 Penalty: 4270.356934
	Iteration 59Q: 3 clusters Score -425821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -425822.218750 Penalty: 4270.356934
	Iteration 60F: 3 clusters Score -425822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -425822.906250 Penalty: 4270.356934
	Iteration 61Q: 3 clusters Score -425822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -425822.906250 Penalty: 4270.356934
	Iteration 62F: 3 clusters Score -425822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -144220.750000 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144220.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144681.828125 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144681.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -144817.218750 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -144817.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -144885.812500 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -144885.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -144926.937500 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -144926.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -144963.531250 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -144963.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -144988.218750 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -144988.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -145013.515625 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145013.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145037.375000 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145053.031250 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145063.468750 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -145079.078125 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145079.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -145107.343750 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145107.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -145145.359375 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145145.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145185.828125 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145185.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145226.531250 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145226.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145264.234375 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145264.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145299.562500 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145315.812500 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145315.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145328.593750 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145335.890625 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145345.578125 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -145357.328125 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145367.265625 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145372.515625 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145372.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145378.828125 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -145378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145383.218750 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -145383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145387.968750 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -145388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145390.890625 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -145390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145393.421875 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -145393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145394.875000 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -145394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -145396.031250 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -145396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145397.203125 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -145397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145398.968750 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -145399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145399.562500 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -145399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145400.984375 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -145401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145403.343750 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -145403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145406.921875 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -145406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145412.125000 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -145412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145419.515625 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -145419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145425.328125 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -145425.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145434.578125 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -145434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -145439.750000 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -145439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145444.031250 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -145444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145448.328125 Penalty: 3752.633545
	Iteration 44Q: 3 clusters Score -145448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -145451.093750 Penalty: 3752.633545
	Iteration 45Q: 3 clusters Score -145451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -145452.859375 Penalty: 3752.633545
	Iteration 46Q: 3 clusters Score -145452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -145455.062500 Penalty: 3752.633545
	Iteration 47Q: 3 clusters Score -145455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -145456.750000 Penalty: 3752.633545
	Iteration 48Q: 3 clusters Score -145456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145457.671875 Penalty: 3752.633545
	Iteration 49Q: 3 clusters Score -145457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -145458.921875 Penalty: 3752.633545
	Iteration 50Q: 3 clusters Score -145458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -145460.187500 Penalty: 3752.633545
	Iteration 51Q: 3 clusters Score -145460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -145462.171875 Penalty: 3752.633545
	Iteration 52Q: 3 clusters Score -145462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -145464.984375 Penalty: 3752.633545
	Iteration 53Q: 3 clusters Score -145465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145465.828125 Penalty: 3752.633545
	Iteration 54Q: 3 clusters Score -145465.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145465.828125 Penalty: 3752.633545
	Iteration 55F: 3 clusters Score -145465.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 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 2474 members 
Entering Unmasked Estep 
Score: -380588.187500 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380588.2 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -381702.937500 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381702.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -382009.125000 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -382009.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -382256.062500 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382256.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -382481.031250 Penalty: 4215.518555
	Iteration 4F: 3 clusters Score -382481 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -382700.500000 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -382700.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -382958.937500 Penalty: 4215.518555
	Iteration 6F: 3 clusters Score -382958.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -383257.812500 Penalty: 4215.518555
	Iteration 7F: 3 clusters Score -383257.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -383464.750000 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -383464.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -383617.593750 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383617.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -383721.562500 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383721.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -383809.281250 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383809.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -383885.843750 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383885.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -383972.687500 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383972.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -384065.250000 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -384065.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -384134.656250 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -384134.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384196.312500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -384196.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -384228.781250 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -384228.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -384248.187500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -384248.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -384268.062500 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -384268.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -384276.437500 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -384276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -384279.187500 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -384279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -384282.406250 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -384282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384283.812500 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -384283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -384284.750000 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -384284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384285.000000 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -384285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -384287.281250 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -384287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -384288.437500 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -384288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384289.906250 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -384289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384290.437500 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -384290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -384290.437500 Penalty: 4215.518555
	Iteration 30F: 3 clusters Score -384290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 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 709 members 
Entering Unmasked Estep 
Score: -103992.835938 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -103992.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104349.359375 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104349.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104452.242188 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104452.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104513.453125 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104513.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104552.539062 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104552.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -104571.468750 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104571.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104591.335938 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104591.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -104611.671875 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104625.046875 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104627.593750 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104634.476562 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -104641.789062 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104652.500000 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104661.828125 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104664.507812 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104667.132812 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104670.593750 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104673.289062 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -104673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104676.679688 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -104676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -104681.765625 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -104681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104687.890625 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -104687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -104690.609375 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -104690.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104691.812500 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -104691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104691.812500 Penalty: 3589.937988
	Iteration 23F: 3 clusters Score -104691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -133562.500000 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -133562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -131369.656250 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -131369.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131946.656250 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -131946.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132291.328125 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -132291.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -132581.812500 Penalty: 3591.717773
	Iteration 3F: 3 clusters Score -132581.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -132800.812500 Penalty: 3591.717773
	Iteration 4F: 3 clusters Score -132800.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132975.437500 Penalty: 3591.717773
	Iteration 5F: 3 clusters Score -132975.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133111.781250 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -133111.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133179.015625 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -133179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133217.296875 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -133217.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133248.656250 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -133248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133262.984375 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -133263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133276.484375 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -133276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133285.078125 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -133285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133285.453125 Penalty: 3591.717773
	Iteration 13Q: 3 clusters Score -133285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133287.343750 Penalty: 3591.717773
	Iteration 14Q: 3 clusters Score -133287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133289.000000 Penalty: 3591.717773
	Iteration 15Q: 3 clusters Score -133289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133292.468750 Penalty: 3591.717773
	Iteration 16Q: 3 clusters Score -133292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133292.468750 Penalty: 3591.717773
	Iteration 17F: 3 clusters Score -133292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -506481.250000 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -506481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -501752.281250 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -501752.3 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -503108.781250 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -503108.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -503491.250000 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -503491.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -503773.031250 Penalty: 4263.250977
	Iteration 3F: 3 clusters Score -503773 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -504021.562500 Penalty: 4263.250977
	Iteration 4F: 3 clusters Score -504021.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -504284.562500 Penalty: 4263.250977
	Iteration 5F: 3 clusters Score -504284.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -504492.937500 Penalty: 4263.250977
	Iteration 6Q: 3 clusters Score -504492.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -504650.437500 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -504650.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -504784.906250 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -504784.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -504901.843750 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -504901.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -504990.687500 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -504990.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -505072.562500 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -505072.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -505128.437500 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -505128.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -505160.312500 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -505160.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -505176.718750 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -505176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -505189.312500 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -505189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -505210.562500 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -505210.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -505228.437500 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -505228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -505237.750000 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -505237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -505243.718750 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -505243.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -505249.687500 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -505249.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -505257.281250 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -505257.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -505264.531250 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -505264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -505269.156250 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -505269.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -505272.968750 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -505273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -505276.468750 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -505276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -505278.531250 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -505278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -505279.843750 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -505279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -505280.718750 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -505280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -505280.718750 Penalty: 4263.250977
	Iteration 29F: 3 clusters Score -505280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -43695.941406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -43695.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42207.773438 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -42207.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42395.148438 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -42395.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42448.574219 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -42448.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42463.820312 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -42463.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42475.769531 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -42475.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42475.769531 Penalty: 3076.457764
	Iteration 5F: 3 clusters Score -42475.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (98838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Entering Unmasked Estep 
Score: -10435016.000000 Penalty: 2852.306885
	Iteration 0F: 2 clusters Score -1.043502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -10370750.000000 Penalty: 5704.613770
	Iteration 0F: 3 clusters Score -1.037075e+07 nChanged 46693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -10397183.000000 Penalty: 5704.613770
	Iteration 1F: 3 clusters Score -1.039718e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -10398004.000000 Penalty: 5704.613770
	Iteration 2Q: 3 clusters Score -1.0398e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -10398929.000000 Penalty: 5704.613770
	Iteration 3Q: 3 clusters Score -1.039893e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -10399884.000000 Penalty: 5704.613770
	Iteration 4Q: 3 clusters Score -1.039988e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -10401170.000000 Penalty: 5704.613770
	Iteration 5Q: 3 clusters Score -1.040117e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -10402767.000000 Penalty: 5704.613770
	Iteration 6Q: 3 clusters Score -1.040277e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -10404869.000000 Penalty: 5704.613770
	Iteration 7Q: 3 clusters Score -1.040487e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -10407983.000000 Penalty: 5704.613770
	Iteration 8F: 3 clusters Score -1.040798e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -10412149.000000 Penalty: 5704.613770
	Iteration 9F: 3 clusters Score -1.041215e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -10417025.000000 Penalty: 5704.613770
	Iteration 10F: 3 clusters Score -1.041702e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -10421895.000000 Penalty: 5704.613770
	Iteration 11F: 3 clusters Score -1.04219e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -10425810.000000 Penalty: 5704.613770
	Iteration 12F: 3 clusters Score -1.042581e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -10428345.000000 Penalty: 5704.613770
	Iteration 13Q: 3 clusters Score -1.042834e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -10429976.000000 Penalty: 5704.613770
	Iteration 14Q: 3 clusters Score -1.042998e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -10430967.000000 Penalty: 5704.613770
	Iteration 15Q: 3 clusters Score -1.043097e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10431565.000000 Penalty: 5704.613770
	Iteration 16Q: 3 clusters Score -1.043156e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10431900.000000 Penalty: 5704.613770
	Iteration 17Q: 3 clusters Score -1.04319e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10432073.000000 Penalty: 5704.613770
	Iteration 18Q: 3 clusters Score -1.043207e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10432223.000000 Penalty: 5704.613770
	Iteration 19Q: 3 clusters Score -1.043222e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10432320.000000 Penalty: 5704.613770
	Iteration 20F: 3 clusters Score -1.043232e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10432392.000000 Penalty: 5704.613770
	Iteration 21Q: 3 clusters Score -1.043239e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10432466.000000 Penalty: 5704.613770
	Iteration 22Q: 3 clusters Score -1.043247e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98091 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10432504.000000 Penalty: 5704.613770
	Iteration 23Q: 3 clusters Score -1.04325e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98127 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10432541.000000 Penalty: 5704.613770
	Iteration 24Q: 3 clusters Score -1.043254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10432550.000000 Penalty: 5704.613770
	Iteration 25Q: 3 clusters Score -1.043255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10432565.000000 Penalty: 5704.613770
	Iteration 26Q: 3 clusters Score -1.043256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10432585.000000 Penalty: 5704.613770
	Iteration 27Q: 3 clusters Score -1.043258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10432590.000000 Penalty: 5704.613770
	Iteration 28Q: 3 clusters Score -1.043259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10432596.000000 Penalty: 5704.613770
	Iteration 29Q: 3 clusters Score -1.04326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10432597.000000 Penalty: 5704.613770
	Iteration 30Q: 3 clusters Score -1.04326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10432601.000000 Penalty: 5704.613770
	Iteration 31Q: 3 clusters Score -1.04326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10432600.000000 Penalty: 5704.613770
	Iteration 32Q: 3 clusters Score -1.04326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10432605.000000 Penalty: 5704.613770
	Iteration 33Q: 3 clusters Score -1.04326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10432610.000000 Penalty: 5704.613770
	Iteration 34Q: 3 clusters Score -1.043261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10432614.000000 Penalty: 5704.613770
	Iteration 35Q: 3 clusters Score -1.043261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10432613.000000 Penalty: 5704.613770
	Iteration 36Q: 3 clusters Score -1.043261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10432626.000000 Penalty: 5704.613770
	Iteration 37Q: 3 clusters Score -1.043263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10432622.000000 Penalty: 5704.613770
	Iteration 38Q: 3 clusters Score -1.043262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10432616.000000 Penalty: 5704.613770
	Iteration 39Q: 3 clusters Score -1.043262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10432625.000000 Penalty: 5704.613770
	Iteration 40F: 3 clusters Score -1.043262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10432612.000000 Penalty: 5704.613770
	Iteration 41Q: 3 clusters Score -1.043261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10432606.000000 Penalty: 5704.613770
	Iteration 42Q: 3 clusters Score -1.043261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10432606.000000 Penalty: 5704.613770
	Iteration 43F: 3 clusters Score -1.043261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1258799.375000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258799 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1262703.500000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262704 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1263419.000000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263419 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1264401.625000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1264402 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1265586.375000 Penalty: 4805.710449
	Iteration 4F: 3 clusters Score -1265586 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1266651.375000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1266651 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1267467.625000 Penalty: 4805.710449
	Iteration 6F: 3 clusters Score -1267468 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1268100.875000 Penalty: 4805.710449
	Iteration 7Q: 3 clusters Score -1268101 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1268514.750000 Penalty: 4805.710449
	Iteration 8Q: 3 clusters Score -1268515 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1268795.000000 Penalty: 4805.710449
	Iteration 9Q: 3 clusters Score -1268795 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1268980.250000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1268980 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1269079.625000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1269080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1269152.750000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1269153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1269205.500000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1269206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1269257.750000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1269258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1269308.625000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1269309 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1269329.125000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1269329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1269342.375000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1269342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1269359.375000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1269359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1269366.500000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1269366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1269369.750000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1269370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1269381.750000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1269382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1269392.500000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1269392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1269398.375000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1269398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1269400.500000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1269400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1269405.875000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1269406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1269405.750000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1269406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1269409.875000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1269410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1269413.000000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1269413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1269412.000000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1269412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1269413.000000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1269413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1269417.000000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1269417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1269416.750000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1269417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1269420.000000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1269420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1269419.625000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1269420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1269419.750000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1269420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1269419.625000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1269420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1269424.500000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1269424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1269421.750000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1269422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1269422.000000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1269422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1269423.000000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1269423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1269421.625000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1269422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1269425.375000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1269425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1269428.625000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1269429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1269429.625000 Penalty: 4805.710449
	Iteration 44Q: 3 clusters Score -1269430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1269434.375000 Penalty: 4805.710449
	Iteration 45Q: 3 clusters Score -1269434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1269436.250000 Penalty: 4805.710449
	Iteration 46Q: 3 clusters Score -1269436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1269439.000000 Penalty: 4805.710449
	Iteration 47Q: 3 clusters Score -1269439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1269445.250000 Penalty: 4805.710449
	Iteration 48Q: 3 clusters Score -1269445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1269445.125000 Penalty: 4805.710449
	Iteration 49Q: 3 clusters Score -1269445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1269449.125000 Penalty: 4805.710449
	Iteration 50Q: 3 clusters Score -1269449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1269449.000000 Penalty: 4805.710449
	Iteration 51Q: 3 clusters Score -1269449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1269454.500000 Penalty: 4805.710449
	Iteration 52Q: 3 clusters Score -1269454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1269459.125000 Penalty: 4805.710449
	Iteration 53Q: 3 clusters Score -1269459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1269461.500000 Penalty: 4805.710449
	Iteration 54Q: 3 clusters Score -1269462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1269464.125000 Penalty: 4805.710449
	Iteration 55Q: 3 clusters Score -1269464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1269464.750000 Penalty: 4805.710449
	Iteration 56Q: 3 clusters Score -1269465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1269470.500000 Penalty: 4805.710449
	Iteration 57Q: 3 clusters Score -1269470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1269469.250000 Penalty: 4805.710449
	Iteration 58Q: 3 clusters Score -1269469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1269472.125000 Penalty: 4805.710449
	Iteration 59Q: 3 clusters Score -1269472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1269475.250000 Penalty: 4805.710449
	Iteration 60F: 3 clusters Score -1269475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1269476.500000 Penalty: 4805.710449
	Iteration 61Q: 3 clusters Score -1269476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1269478.375000 Penalty: 4805.710449
	Iteration 62Q: 3 clusters Score -1269478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1269482.750000 Penalty: 4805.710449
	Iteration 63Q: 3 clusters Score -1269483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1269484.875000 Penalty: 4805.710449
	Iteration 64Q: 3 clusters Score -1269485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1269486.875000 Penalty: 4805.710449
	Iteration 65Q: 3 clusters Score -1269487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1269489.625000 Penalty: 4805.710449
	Iteration 66Q: 3 clusters Score -1269490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1269491.000000 Penalty: 4805.710449
	Iteration 67Q: 3 clusters Score -1269491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1269490.125000 Penalty: 4805.710449
	Iteration 68Q: 3 clusters Score -1269490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1269493.000000 Penalty: 4805.710449
	Iteration 69Q: 3 clusters Score -1269493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1269493.625000 Penalty: 4805.710449
	Iteration 70Q: 3 clusters Score -1269494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1269496.375000 Penalty: 4805.710449
	Iteration 71Q: 3 clusters Score -1269496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1269496.625000 Penalty: 4805.710449
	Iteration 72Q: 3 clusters Score -1269497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1269496.625000 Penalty: 4805.710449
	Iteration 73F: 3 clusters Score -1269497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -8103114.500000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103114 nChanged 48142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -8130599.500000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8130600 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -8131720.000000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8131720 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -8133280.500000 Penalty: 5718.870117
	Iteration 3Q: 3 clusters Score -8133280 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -8135587.000000 Penalty: 5718.870117
	Iteration 4Q: 3 clusters Score -8135587 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -8138941.500000 Penalty: 5718.870117
	Iteration 5F: 3 clusters Score -8138942 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -8143828.500000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8143828 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -8150295.000000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8150295 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -8157207.000000 Penalty: 5718.870117
	Iteration 8F: 3 clusters Score -8157207 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -8162245.000000 Penalty: 5718.870117
	Iteration 9Q: 3 clusters Score -8162245 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -8164984.000000 Penalty: 5718.870117
	Iteration 10Q: 3 clusters Score -8164984 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -8166243.000000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8166243 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -8167016.000000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8167016 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -8167461.000000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8167461 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -8167821.000000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8167821 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -8168016.000000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8168016 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -8168170.500000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8168170 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -8168322.500000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8168322 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -8168444.500000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8168444 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -8168555.000000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8168555 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -8168660.500000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8168660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -8168688.500000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8168688 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -8168750.000000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -8168778.000000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -8168805.000000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -8168820.500000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -8168846.500000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -8168862.000000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -8168884.500000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -8168900.000000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
Score: -8168909.500000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -8168924.000000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -8168937.500000 Penalty: 5718.870117
	Iteration 32Q: 3 clusters Score -8168938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -8168939.000000 Penalty: 5718.870117
	Iteration 33Q: 3 clusters Score -8168939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -8168940.000000 Penalty: 5718.870117
	Iteration 34Q: 3 clusters Score -8168940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -8168950.000000 Penalty: 5718.870117
	Iteration 35Q: 3 clusters Score -8168950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -8168965.000000 Penalty: 5718.870117
	Iteration 36Q: 3 clusters Score -8168965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -8168965.500000 Penalty: 5718.870117
	Iteration 37Q: 3 clusters Score -8168966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -8168981.000000 Penalty: 5718.870117
	Iteration 38Q: 3 clusters Score -8168981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 99848 members 
Entering Unmasked Estep 
Score: -8168981.000000 Penalty: 5718.870117
	Iteration 39Q: 3 clusters Score -8168981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -8168983.500000 Penalty: 5718.870117
	Iteration 40F: 3 clusters Score -8168984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -8168987.500000 Penalty: 5718.870117
	Iteration 41Q: 3 clusters Score -8168988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -8168988.500000 Penalty: 5718.870117
	Iteration 42Q: 3 clusters Score -8168988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -8168988.500000 Penalty: 5718.870117
	Iteration 43Q: 3 clusters Score -8168988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -8168980.500000 Penalty: 5718.870117
	Iteration 44Q: 3 clusters Score -8168980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -8168997.000000 Penalty: 5718.870117
	Iteration 45Q: 3 clusters Score -8168997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -8169003.500000 Penalty: 5718.870117
	Iteration 46Q: 3 clusters Score -8169004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -8169015.000000 Penalty: 5718.870117
	Iteration 47Q: 3 clusters Score -8169015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -8169007.000000 Penalty: 5718.870117
	Iteration 48Q: 3 clusters Score -8169007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -8169006.500000 Penalty: 5718.870117
	Iteration 49Q: 3 clusters Score -8169006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -8169012.000000 Penalty: 5718.870117
	Iteration 50Q: 3 clusters Score -8169012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -8169013.500000 Penalty: 5718.870117
	Iteration 51Q: 3 clusters Score -8169014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 99929 members 
Entering Unmasked Estep 
Score: -8169013.500000 Penalty: 5718.870117
	Iteration 52F: 3 clusters Score -8169014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -69329.820312 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -69329.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67529.710938 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -67529.71 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67833.625000 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -67833.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67951.578125 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -67951.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68077.000000 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -68077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68199.000000 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -68199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68342.179688 Penalty: 3363.967285
	Iteration 5F: 3 clusters Score -68342.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68454.015625 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -68454.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68543.257812 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -68543.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68595.820312 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -68595.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68618.640625 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -68618.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68638.843750 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -68638.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68664.273438 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -68664.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68689.921875 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -68689.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68706.156250 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -68706.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68729.671875 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -68729.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68741.476562 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -68741.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68762.898438 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -68762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68771.914062 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -68771.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68785.640625 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -68785.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68795.351562 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -68795.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68799.906250 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -68799.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68805.109375 Penalty: 3363.967285
	Iteration 21Q: 3 clusters Score -68805.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68808.812500 Penalty: 3363.967285
	Iteration 22Q: 3 clusters Score -68808.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -68816.531250 Penalty: 3363.967285
	Iteration 23Q: 3 clusters Score -68816.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68823.156250 Penalty: 3363.967285
	Iteration 24Q: 3 clusters Score -68823.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68824.929688 Penalty: 3363.967285
	Iteration 25Q: 3 clusters Score -68824.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68824.929688 Penalty: 3363.967285
	Iteration 26F: 3 clusters Score -68824.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -516632.062500 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516632.1 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -518039.718750 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518039.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -518294.750000 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518294.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -518459.093750 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518459.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -518573.593750 Penalty: 4367.763672
	Iteration 4Q: 3 clusters Score -518573.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -518687.031250 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -518687 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -518809.062500 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -518809.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -518970.687500 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -518970.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -519137.500000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519137.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -519288.000000 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -519288 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -519464.500000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -519464.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -519645.937500 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -519645.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -519784.687500 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -519784.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -519900.281250 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -519900.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -519987.687500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -519987.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -520062.000000 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -520062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -520133.656250 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -520133.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -520202.875000 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -520202.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -520268.562500 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -520268.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -520350.062500 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -520350.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -520427.937500 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -520427.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -520486.125000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -520486.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -520528.718750 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -520528.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -520558.843750 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -520558.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -520588.968750 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -520612.343750 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -520612.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -520626.125000 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -520626.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -520638.718750 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -520638.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -520643.156250 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -520643.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -520649.187500 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -520649.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -520655.000000 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -520655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -520659.875000 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -520659.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -520663.968750 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -520664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -520667.812500 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -520667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -520671.093750 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -520671.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -520673.843750 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -520673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -520675.781250 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -520675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -520675.781250 Penalty: 4367.763672
	Iteration 37F: 3 clusters Score -520675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146843.046875 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146843 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -147260.406250 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147260.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -147369.484375 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147369.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -147440.468750 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147440.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -147494.609375 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147494.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -147542.093750 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147542.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -147582.765625 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -147604.968750 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -147626.359375 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147626.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -147647.843750 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147647.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147669.718750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147669.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147687.328125 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147687.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -147706.687500 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147706.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147720.515625 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -147730.609375 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147736.593750 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147740.546875 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147747.843750 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -147754.515625 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -147762.453125 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147769.187500 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147771.500000 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -147771.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147777.031250 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -147777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147782.656250 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -147782.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -147786.140625 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -147786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -147792.484375 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -147792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147798.843750 Penalty: 3758.760254
	Iteration 26Q: 3 clusters Score -147798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -147809.015625 Penalty: 3758.760254
	Iteration 27Q: 3 clusters Score -147809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -147821.421875 Penalty: 3758.760254
	Iteration 28Q: 3 clusters Score -147821.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -147833.421875 Penalty: 3758.760254
	Iteration 29Q: 3 clusters Score -147833.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147841.390625 Penalty: 3758.760254
	Iteration 30Q: 3 clusters Score -147841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -147847.859375 Penalty: 3758.760254
	Iteration 31Q: 3 clusters Score -147847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -147851.531250 Penalty: 3758.760254
	Iteration 32Q: 3 clusters Score -147851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -147853.546875 Penalty: 3758.760254
	Iteration 33Q: 3 clusters Score -147853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147856.859375 Penalty: 3758.760254
	Iteration 34Q: 3 clusters Score -147856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147857.531250 Penalty: 3758.760254
	Iteration 35Q: 3 clusters Score -147857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147857.843750 Penalty: 3758.760254
	Iteration 36Q: 3 clusters Score -147857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147857.843750 Penalty: 3758.760254
	Iteration 37F: 3 clusters Score -147857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -363966.500000 Penalty: 2053.239258
	Iteration 0F: 2 clusters Score -363966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -360120.312500 Penalty: 4106.478516
	Iteration 0F: 3 clusters Score -360120.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -360964.750000 Penalty: 4106.478516
	Iteration 1F: 3 clusters Score -360964.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -361157.718750 Penalty: 4106.478516
	Iteration 2F: 3 clusters Score -361157.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -361264.750000 Penalty: 4106.478516
	Iteration 3Q: 3 clusters Score -361264.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -361351.812500 Penalty: 4106.478516
	Iteration 4Q: 3 clusters Score -361351.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -361419.656250 Penalty: 4106.478516
	Iteration 5Q: 3 clusters Score -361419.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -361487.906250 Penalty: 4106.478516
	Iteration 6Q: 3 clusters Score -361487.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -361546.843750 Penalty: 4106.478516
	Iteration 7Q: 3 clusters Score -361546.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -361588.718750 Penalty: 4106.478516
	Iteration 8Q: 3 clusters Score -361588.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -361635.343750 Penalty: 4106.478516
	Iteration 9Q: 3 clusters Score -361635.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -361678.000000 Penalty: 4106.478516
	Iteration 10Q: 3 clusters Score -361678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -361716.437500 Penalty: 4106.478516
	Iteration 11Q: 3 clusters Score -361716.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -361750.500000 Penalty: 4106.478516
	Iteration 12Q: 3 clusters Score -361750.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -361778.312500 Penalty: 4106.478516
	Iteration 13Q: 3 clusters Score -361778.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -361809.812500 Penalty: 4106.478516
	Iteration 14Q: 3 clusters Score -361809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -361852.031250 Penalty: 4106.478516
	Iteration 15Q: 3 clusters Score -361852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -361892.875000 Penalty: 4106.478516
	Iteration 16Q: 3 clusters Score -361892.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -361934.218750 Penalty: 4106.478516
	Iteration 17Q: 3 clusters Score -361934.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -361982.937500 Penalty: 4106.478516
	Iteration 18Q: 3 clusters Score -361982.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -362037.218750 Penalty: 4106.478516
	Iteration 19Q: 3 clusters Score -362037.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -362081.468750 Penalty: 4106.478516
	Iteration 20F: 3 clusters Score -362081.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -362131.718750 Penalty: 4106.478516
	Iteration 21Q: 3 clusters Score -362131.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -362174.250000 Penalty: 4106.478516
	Iteration 22Q: 3 clusters Score -362174.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -362213.156250 Penalty: 4106.478516
	Iteration 23Q: 3 clusters Score -362213.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -362252.156250 Penalty: 4106.478516
	Iteration 24Q: 3 clusters Score -362252.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -362281.500000 Penalty: 4106.478516
	Iteration 25Q: 3 clusters Score -362281.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -362304.468750 Penalty: 4106.478516
	Iteration 26Q: 3 clusters Score -362304.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -362323.625000 Penalty: 4106.478516
	Iteration 27Q: 3 clusters Score -362323.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -362345.843750 Penalty: 4106.478516
	Iteration 28Q: 3 clusters Score -362345.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -362368.187500 Penalty: 4106.478516
	Iteration 29Q: 3 clusters Score -362368.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -362385.500000 Penalty: 4106.478516
	Iteration 30Q: 3 clusters Score -362385.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -362402.312500 Penalty: 4106.478516
	Iteration 31Q: 3 clusters Score -362402.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -362420.843750 Penalty: 4106.478516
	Iteration 32Q: 3 clusters Score -362420.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -362439.656250 Penalty: 4106.478516
	Iteration 33Q: 3 clusters Score -362439.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -362453.250000 Penalty: 4106.478516
	Iteration 34Q: 3 clusters Score -362453.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -362464.062500 Penalty: 4106.478516
	Iteration 35Q: 3 clusters Score -362464.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -362473.250000 Penalty: 4106.478516
	Iteration 36Q: 3 clusters Score -362473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -362479.406250 Penalty: 4106.478516
	Iteration 37Q: 3 clusters Score -362479.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -362481.031250 Penalty: 4106.478516
	Iteration 38Q: 3 clusters Score -362481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -362480.687500 Penalty: 4106.478516
	Iteration 39Q: 3 clusters Score -362480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -362480.687500 Penalty: 4106.478516
	Iteration 40F: 3 clusters Score -362480.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -507391.125000 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507391.1 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -509251.593750 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -509251.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -509655.281250 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509655.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -509941.218750 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509941.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -510232.250000 Penalty: 4409.643555
	Iteration 4F: 3 clusters Score -510232.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -510505.750000 Penalty: 4409.643555
	Iteration 5F: 3 clusters Score -510505.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -510726.187500 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510726.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -510923.906250 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510923.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -511105.906250 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -511105.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -511252.312500 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -511252.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -511378.812500 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -511378.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -511484.187500 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -511484.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -511561.781250 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -511561.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -511632.968750 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -511633 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -511690.718750 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -511690.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -511731.125000 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -511731.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -511755.625000 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -511755.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -511776.281250 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -511776.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -511793.406250 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -511793.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -511806.562500 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -511806.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -511821.750000 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511821.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -511838.750000 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511838.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -511850.437500 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511850.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -511857.750000 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511857.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -511864.093750 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -511870.718750 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511870.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -511874.937500 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511874.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -511882.906250 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511882.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -511890.750000 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511890.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -511899.625000 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511899.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -511909.187500 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -511909.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -511925.000000 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -511925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -511944.031250 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -511944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -511968.343750 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -511968.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -511988.718750 Penalty: 4409.643555
	Iteration 34Q: 3 clusters Score -511988.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -512002.968750 Penalty: 4409.643555
	Iteration 35Q: 3 clusters Score -512003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -512012.343750 Penalty: 4409.643555
	Iteration 36Q: 3 clusters Score -512012.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -512020.812500 Penalty: 4409.643555
	Iteration 37Q: 3 clusters Score -512020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -512028.031250 Penalty: 4409.643555
	Iteration 38Q: 3 clusters Score -512028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -512035.562500 Penalty: 4409.643555
	Iteration 39Q: 3 clusters Score -512035.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -512043.375000 Penalty: 4409.643555
	Iteration 40F: 3 clusters Score -512043.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -512053.875000 Penalty: 4409.643555
	Iteration 41Q: 3 clusters Score -512053.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -512066.375000 Penalty: 4409.643555
	Iteration 42Q: 3 clusters Score -512066.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -512075.531250 Penalty: 4409.643555
	Iteration 43Q: 3 clusters Score -512075.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -512094.562500 Penalty: 4409.643555
	Iteration 44Q: 3 clusters Score -512094.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -512114.093750 Penalty: 4409.643555
	Iteration 45Q: 3 clusters Score -512114.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -512130.062500 Penalty: 4409.643555
	Iteration 46Q: 3 clusters Score -512130.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -512158.718750 Penalty: 4409.643555
	Iteration 47Q: 3 clusters Score -512158.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -512184.968750 Penalty: 4409.643555
	Iteration 48Q: 3 clusters Score -512185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -512209.156250 Penalty: 4409.643555
	Iteration 49Q: 3 clusters Score -512209.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -512229.937500 Penalty: 4409.643555
	Iteration 50Q: 3 clusters Score -512229.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -512243.781250 Penalty: 4409.643555
	Iteration 51Q: 3 clusters Score -512243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -512249.906250 Penalty: 4409.643555
	Iteration 52Q: 3 clusters Score -512249.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -512252.437500 Penalty: 4409.643555
	Iteration 53Q: 3 clusters Score -512252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -512256.718750 Penalty: 4409.643555
	Iteration 54Q: 3 clusters Score -512256.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -512257.125000 Penalty: 4409.643555
	Iteration 55Q: 3 clusters Score -512257.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -512262.000000 Penalty: 4409.643555
	Iteration 56Q: 3 clusters Score -512262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -512262.562500 Penalty: 4409.643555
	Iteration 57Q: 3 clusters Score -512262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -512264.000000 Penalty: 4409.643555
	Iteration 58Q: 3 clusters Score -512264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -512264.718750 Penalty: 4409.643555
	Iteration 59Q: 3 clusters Score -512264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -512265.250000 Penalty: 4409.643555
	Iteration 60F: 3 clusters Score -512265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -106282.640625 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106282.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106679.593750 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106679.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -106816.031250 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -106816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106921.007812 Penalty: 3516.264404
	Iteration 3Q: 3 clusters Score -106921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106989.367188 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -106989.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -107041.289062 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -107041.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107089.476562 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107129.140625 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107129.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107159.421875 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -107189.093750 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107189.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107205.828125 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107217.726562 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107227.085938 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107238.242188 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107251.554688 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -107251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -107266.687500 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -107266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107280.117188 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -107280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107299.117188 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -107299.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107333.296875 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -107333.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107353.789062 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -107353.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107366.132812 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -107366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107371.640625 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -107371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107378.609375 Penalty: 3516.264404
	Iteration 22Q: 3 clusters Score -107378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107390.750000 Penalty: 3516.264404
	Iteration 23Q: 3 clusters Score -107390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107394.960938 Penalty: 3516.264404
	Iteration 24Q: 3 clusters Score -107395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107399.890625 Penalty: 3516.264404
	Iteration 25Q: 3 clusters Score -107399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107407.335938 Penalty: 3516.264404
	Iteration 26Q: 3 clusters Score -107407.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107410.546875 Penalty: 3516.264404
	Iteration 27Q: 3 clusters Score -107410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107413.109375 Penalty: 3516.264404
	Iteration 28Q: 3 clusters Score -107413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107420.062500 Penalty: 3516.264404
	Iteration 29Q: 3 clusters Score -107420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107422.679688 Penalty: 3516.264404
	Iteration 30Q: 3 clusters Score -107422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107422.679688 Penalty: 3516.264404
	Iteration 31F: 3 clusters Score -107422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -339921.156250 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339921.2 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -340976.906250 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -340976.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -341267.937500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -341267.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -341474.656250 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -341474.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -341610.500000 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -341610.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -341695.656250 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -341695.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -341774.031250 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -341774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -341846.218750 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -341846.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -341924.625000 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -341924.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -342002.781250 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -342002.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -342109.093750 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -342109.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -342199.218750 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -342199.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -342278.312500 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -342278.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -342371.375000 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -342371.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -342472.156250 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -342472.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -342579.343750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -342579.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -342654.812500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -342654.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -342709.312500 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -342709.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -342747.906250 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -342747.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -342772.968750 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -342773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -342786.187500 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -342786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -342798.281250 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -342798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -342811.906250 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -342811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -342832.875000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -342832.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -342856.250000 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -342856.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -342874.906250 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -342874.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -342894.218750 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -342894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -342906.937500 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -342906.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -342912.781250 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -342912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -342916.593750 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -342916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -342917.718750 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -342917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -342919.500000 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -342919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -342920.281250 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -342920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -342920.406250 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -342920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -342920.406250 Penalty: 4160.219727
	Iteration 34F: 3 clusters Score -342920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -398569.843750 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398569.8 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -399642.531250 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399642.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -399846.531250 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -399846.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -399965.687500 Penalty: 4244.648438
	Iteration 3Q: 3 clusters Score -399965.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -400056.437500 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400056.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -400121.906250 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400121.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -400183.343750 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400183.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -400239.781250 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400239.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -400296.093750 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -400296.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -400355.843750 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -400355.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -400417.656250 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -400417.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -400472.875000 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -400472.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -400528.125000 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -400528.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -400572.937500 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -400572.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -400618.593750 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -400618.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400671.656250 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -400671.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -400721.593750 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -400721.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -400764.375000 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -400764.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -400805.406250 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -400805.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -400864.750000 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -400864.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -400932.625000 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -400932.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -401015.156250 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -401015.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401073.281250 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -401073.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -401108.281250 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -401108.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -401140.437500 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -401140.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -401166.593750 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -401166.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -401190.187500 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -401190.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -401211.687500 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -401211.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -401230.843750 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -401230.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -401252.218750 Penalty: 4244.648438
	Iteration 29Q: 3 clusters Score -401252.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -401270.656250 Penalty: 4244.648438
	Iteration 30Q: 3 clusters Score -401270.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -401290.187500 Penalty: 4244.648438
	Iteration 31Q: 3 clusters Score -401290.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -401305.781250 Penalty: 4244.648438
	Iteration 32Q: 3 clusters Score -401305.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -401324.843750 Penalty: 4244.648438
	Iteration 33Q: 3 clusters Score -401324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -401338.125000 Penalty: 4244.648438
	Iteration 34Q: 3 clusters Score -401338.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -401349.906250 Penalty: 4244.648438
	Iteration 35Q: 3 clusters Score -401349.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -401363.656250 Penalty: 4244.648438
	Iteration 36Q: 3 clusters Score -401363.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -401382.687500 Penalty: 4244.648438
	Iteration 37Q: 3 clusters Score -401382.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -401404.437500 Penalty: 4244.648438
	Iteration 38Q: 3 clusters Score -401404.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -401425.281250 Penalty: 4244.648438
	Iteration 39Q: 3 clusters Score -401425.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -401442.125000 Penalty: 4244.648438
	Iteration 40F: 3 clusters Score -401442.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -401457.156250 Penalty: 4244.648438
	Iteration 41Q: 3 clusters Score -401457.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -401468.718750 Penalty: 4244.648438
	Iteration 42Q: 3 clusters Score -401468.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -401478.781250 Penalty: 4244.648438
	Iteration 43Q: 3 clusters Score -401478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -401487.187500 Penalty: 4244.648438
	Iteration 44Q: 3 clusters Score -401487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -401493.531250 Penalty: 4244.648438
	Iteration 45Q: 3 clusters Score -401493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -401497.468750 Penalty: 4244.648438
	Iteration 46Q: 3 clusters Score -401497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -401500.156250 Penalty: 4244.648438
	Iteration 47Q: 3 clusters Score -401500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -401500.812500 Penalty: 4244.648438
	Iteration 48Q: 3 clusters Score -401500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -401502.656250 Penalty: 4244.648438
	Iteration 49Q: 3 clusters Score -401502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -401503.156250 Penalty: 4244.648438
	Iteration 50Q: 3 clusters Score -401503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -401503.593750 Penalty: 4244.648438
	Iteration 51Q: 3 clusters Score -401503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -401503.312500 Penalty: 4244.648438
	Iteration 52Q: 3 clusters Score -401503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -401502.906250 Penalty: 4244.648438
	Iteration 53Q: 3 clusters Score -401502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -401504.437500 Penalty: 4244.648438
	Iteration 54Q: 3 clusters Score -401504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -401506.625000 Penalty: 4244.648438
	Iteration 55Q: 3 clusters Score -401506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -401509.687500 Penalty: 4244.648438
	Iteration 56Q: 3 clusters Score -401509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -401513.812500 Penalty: 4244.648438
	Iteration 57Q: 3 clusters Score -401513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -401518.500000 Penalty: 4244.648438
	Iteration 58Q: 3 clusters Score -401518.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -401525.437500 Penalty: 4244.648438
	Iteration 59Q: 3 clusters Score -401525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -401529.468750 Penalty: 4244.648438
	Iteration 60F: 3 clusters Score -401529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -401531.906250 Penalty: 4244.648438
	Iteration 61Q: 3 clusters Score -401531.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -401537.781250 Penalty: 4244.648438
	Iteration 62Q: 3 clusters Score -401537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -401543.656250 Penalty: 4244.648438
	Iteration 63Q: 3 clusters Score -401543.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -401549.281250 Penalty: 4244.648438
	Iteration 64Q: 3 clusters Score -401549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -401550.937500 Penalty: 4244.648438
	Iteration 65Q: 3 clusters Score -401550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -401553.125000 Penalty: 4244.648438
	Iteration 66Q: 3 clusters Score -401553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -401554.437500 Penalty: 4244.648438
	Iteration 67Q: 3 clusters Score -401554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -401555.000000 Penalty: 4244.648438
	Iteration 68Q: 3 clusters Score -401555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -401555.000000 Penalty: 4244.648438
	Iteration 69F: 3 clusters Score -401555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Entering Unmasked Estep 
Score: -122752.187500 Penalty: 1799.211426
	Iteration 0F: 2 clusters Score -122752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120546.742188 Penalty: 3598.422852
	Iteration 0F: 3 clusters Score -120546.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -120933.046875 Penalty: 3598.422852
	Iteration 1F: 3 clusters Score -120933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121066.296875 Penalty: 3598.422852
	Iteration 2F: 3 clusters Score -121066.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121152.242188 Penalty: 3598.422852
	Iteration 3Q: 3 clusters Score -121152.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121240.101562 Penalty: 3598.422852
	Iteration 4Q: 3 clusters Score -121240.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121346.289062 Penalty: 3598.422852
	Iteration 5Q: 3 clusters Score -121346.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121433.179688 Penalty: 3598.422852
	Iteration 6Q: 3 clusters Score -121433.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -121491.851562 Penalty: 3598.422852
	Iteration 7Q: 3 clusters Score -121491.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121534.382812 Penalty: 3598.422852
	Iteration 8Q: 3 clusters Score -121534.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121554.960938 Penalty: 3598.422852
	Iteration 9Q: 3 clusters Score -121555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -121572.140625 Penalty: 3598.422852
	Iteration 10Q: 3 clusters Score -121572.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121579.890625 Penalty: 3598.422852
	Iteration 11Q: 3 clusters Score -121579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121591.796875 Penalty: 3598.422852
	Iteration 12Q: 3 clusters Score -121591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -121596.351562 Penalty: 3598.422852
	Iteration 13Q: 3 clusters Score -121596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121598.703125 Penalty: 3598.422852
	Iteration 14Q: 3 clusters Score -121598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121602.414062 Penalty: 3598.422852
	Iteration 15Q: 3 clusters Score -121602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121606.570312 Penalty: 3598.422852
	Iteration 16Q: 3 clusters Score -121606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -121613.812500 Penalty: 3598.422852
	Iteration 17Q: 3 clusters Score -121613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -121623.960938 Penalty: 3598.422852
	Iteration 18Q: 3 clusters Score -121624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -121639.742188 Penalty: 3598.422852
	Iteration 19Q: 3 clusters Score -121639.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -121664.265625 Penalty: 3598.422852
	Iteration 20F: 3 clusters Score -121664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -121688.273438 Penalty: 3598.422852
	Iteration 21Q: 3 clusters Score -121688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -121696.968750 Penalty: 3598.422852
	Iteration 22Q: 3 clusters Score -121697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121699.632812 Penalty: 3598.422852
	Iteration 23Q: 3 clusters Score -121699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -121702.109375 Penalty: 3598.422852
	Iteration 24Q: 3 clusters Score -121702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -121705.781250 Penalty: 3598.422852
	Iteration 25Q: 3 clusters Score -121705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -121708.671875 Penalty: 3598.422852
	Iteration 26Q: 3 clusters Score -121708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121709.351562 Penalty: 3598.422852
	Iteration 27Q: 3 clusters Score -121709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121709.351562 Penalty: 3598.422852
	Iteration 28F: 3 clusters Score -121709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61745.898438 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61745.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62030.113281 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -62030.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62153.125000 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62153.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62222.156250 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -62222.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62273.105469 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -62273.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62343.125000 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62343.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62409.242188 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62409.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62476.957031 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62476.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62550.906250 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62550.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62621.718750 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62621.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62666.117188 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62666.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62690.164062 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -62690.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62705.382812 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -62705.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62710.195312 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -62710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62714.562500 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -62714.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62714.562500 Penalty: 3318.041016
	Iteration 15F: 3 clusters Score -62714.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75102.328125 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75102.33 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75337.835938 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75337.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75409.351562 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -75409.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75442.757812 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75442.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75468.765625 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75468.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75488.976562 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75488.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75513.320312 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75513.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75525.726562 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -75525.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75530.937500 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -75530.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75535.085938 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -75535.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75538.765625 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -75538.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75539.617188 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -75539.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75539.617188 Penalty: 3423.261719
	Iteration 12F: 3 clusters Score -75539.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -246334.953125 Penalty: 1966.780273
	Iteration 0F: 2 clusters Score -246335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -243218.312500 Penalty: 3933.560547
	Iteration 0F: 3 clusters Score -243218.3 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243855.859375 Penalty: 3933.560547
	Iteration 1F: 3 clusters Score -243855.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -244025.796875 Penalty: 3933.560547
	Iteration 2F: 3 clusters Score -244025.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -244141.296875 Penalty: 3933.560547
	Iteration 3Q: 3 clusters Score -244141.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -244239.640625 Penalty: 3933.560547
	Iteration 4Q: 3 clusters Score -244239.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -244331.718750 Penalty: 3933.560547
	Iteration 5Q: 3 clusters Score -244331.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -244414.718750 Penalty: 3933.560547
	Iteration 6Q: 3 clusters Score -244414.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -244503.093750 Penalty: 3933.560547
	Iteration 7Q: 3 clusters Score -244503.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -244603.328125 Penalty: 3933.560547
	Iteration 8Q: 3 clusters Score -244603.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -244715.046875 Penalty: 3933.560547
	Iteration 9Q: 3 clusters Score -244715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -244804.562500 Penalty: 3933.560547
	Iteration 10Q: 3 clusters Score -244804.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -244855.078125 Penalty: 3933.560547
	Iteration 11Q: 3 clusters Score -244855.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -244894.062500 Penalty: 3933.560547
	Iteration 12Q: 3 clusters Score -244894.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -244918.921875 Penalty: 3933.560547
	Iteration 13Q: 3 clusters Score -244918.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244932.031250 Penalty: 3933.560547
	Iteration 14Q: 3 clusters Score -244932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244945.296875 Penalty: 3933.560547
	Iteration 15Q: 3 clusters Score -244945.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244955.468750 Penalty: 3933.560547
	Iteration 16Q: 3 clusters Score -244955.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -244963.187500 Penalty: 3933.560547
	Iteration 17Q: 3 clusters Score -244963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -244971.906250 Penalty: 3933.560547
	Iteration 18Q: 3 clusters Score -244971.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -244981.171875 Penalty: 3933.560547
	Iteration 19Q: 3 clusters Score -244981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -244989.890625 Penalty: 3933.560547
	Iteration 20F: 3 clusters Score -244989.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -244999.187500 Penalty: 3933.560547
	Iteration 21Q: 3 clusters Score -244999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245013.000000 Penalty: 3933.560547
	Iteration 22Q: 3 clusters Score -245013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245029.625000 Penalty: 3933.560547
	Iteration 23Q: 3 clusters Score -245029.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -245046.609375 Penalty: 3933.560547
	Iteration 24Q: 3 clusters Score -245046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -245060.093750 Penalty: 3933.560547
	Iteration 25Q: 3 clusters Score -245060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245069.484375 Penalty: 3933.560547
	Iteration 26Q: 3 clusters Score -245069.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245077.750000 Penalty: 3933.560547
	Iteration 27Q: 3 clusters Score -245077.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245085.250000 Penalty: 3933.560547
	Iteration 28Q: 3 clusters Score -245085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245092.375000 Penalty: 3933.560547
	Iteration 29Q: 3 clusters Score -245092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245098.687500 Penalty: 3933.560547
	Iteration 30Q: 3 clusters Score -245098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -245103.578125 Penalty: 3933.560547
	Iteration 31Q: 3 clusters Score -245103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245107.859375 Penalty: 3933.560547
	Iteration 32Q: 3 clusters Score -245107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -245112.687500 Penalty: 3933.560547
	Iteration 33Q: 3 clusters Score -245112.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245116.062500 Penalty: 3933.560547
	Iteration 34Q: 3 clusters Score -245116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -245119.593750 Penalty: 3933.560547
	Iteration 35Q: 3 clusters Score -245119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -245120.437500 Penalty: 3933.560547
	Iteration 36Q: 3 clusters Score -245120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -245122.531250 Penalty: 3933.560547
	Iteration 37Q: 3 clusters Score -245122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -245123.250000 Penalty: 3933.560547
	Iteration 38Q: 3 clusters Score -245123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245123.859375 Penalty: 3933.560547
	Iteration 39Q: 3 clusters Score -245123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -245123.859375 Penalty: 3933.560547
	Iteration 40F: 3 clusters Score -245123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 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 570 members 
Entering Unmasked Estep 
Score: -100025.695312 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -100025.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100512.953125 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100513 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100782.156250 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100782.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101064.625000 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -101064.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101251.265625 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -101251.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101390.539062 Penalty: 3492.974121
	Iteration 5F: 3 clusters Score -101390.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101474.156250 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -101474.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101500.000000 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -101500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101515.382812 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101519.171875 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101520.007812 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101520.929688 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101520.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101520.929688 Penalty: 3492.974121
	Iteration 12F: 3 clusters Score -101520.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -211514.406250 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211514.4 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -212169.875000 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212169.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -212390.453125 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212390.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -212507.250000 Penalty: 3956.901855
	Iteration 3F: 3 clusters Score -212507.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -212584.859375 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212584.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -212635.281250 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212635.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -212675.203125 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212675.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -212706.140625 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212706.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -212734.343750 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212734.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -212759.140625 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212759.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -212785.046875 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -212806.375000 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212806.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -212823.531250 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212823.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -212832.812500 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -212842.078125 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -212851.015625 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -212861.250000 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -212866.421875 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -212869.000000 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -212874.265625 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -212879.125000 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212879.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -212885.500000 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -212894.031250 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -212902.953125 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -212911.656250 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212911.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -212919.921875 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -212919.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -212927.171875 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -212927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -212932.531250 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -212932.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -212940.843750 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -212940.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -212949.562500 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -212949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -212958.656250 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -212958.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -212965.734375 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -212965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -212974.937500 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -212974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -212978.718750 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -212978.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -212984.750000 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -212984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -212988.734375 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -212988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -212997.812500 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -212997.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -213007.015625 Penalty: 3956.901855
	Iteration 37Q: 3 clusters Score -213007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -213015.468750 Penalty: 3956.901855
	Iteration 38Q: 3 clusters Score -213015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -213019.546875 Penalty: 3956.901855
	Iteration 39Q: 3 clusters Score -213019.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -213022.906250 Penalty: 3956.901855
	Iteration 40F: 3 clusters Score -213022.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -213026.609375 Penalty: 3956.901855
	Iteration 41Q: 3 clusters Score -213026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -213030.250000 Penalty: 3956.901855
	Iteration 42Q: 3 clusters Score -213030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -213035.968750 Penalty: 3956.901855
	Iteration 43Q: 3 clusters Score -213036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -213043.187500 Penalty: 3956.901855
	Iteration 44Q: 3 clusters Score -213043.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -213050.296875 Penalty: 3956.901855
	Iteration 45Q: 3 clusters Score -213050.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -213057.906250 Penalty: 3956.901855
	Iteration 46Q: 3 clusters Score -213057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -213062.125000 Penalty: 3956.901855
	Iteration 47Q: 3 clusters Score -213062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -213063.703125 Penalty: 3956.901855
	Iteration 48Q: 3 clusters Score -213063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -213065.093750 Penalty: 3956.901855
	Iteration 49Q: 3 clusters Score -213065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -213066.359375 Penalty: 3956.901855
	Iteration 50Q: 3 clusters Score -213066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -213068.296875 Penalty: 3956.901855
	Iteration 51Q: 3 clusters Score -213068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -213071.390625 Penalty: 3956.901855
	Iteration 52Q: 3 clusters Score -213071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -213072.218750 Penalty: 3956.901855
	Iteration 53Q: 3 clusters Score -213072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -213074.156250 Penalty: 3956.901855
	Iteration 54Q: 3 clusters Score -213074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -213075.640625 Penalty: 3956.901855
	Iteration 55Q: 3 clusters Score -213075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -213079.703125 Penalty: 3956.901855
	Iteration 56Q: 3 clusters Score -213079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -213082.500000 Penalty: 3956.901855
	Iteration 57Q: 3 clusters Score -213082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -213086.906250 Penalty: 3956.901855
	Iteration 58Q: 3 clusters Score -213086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -213091.750000 Penalty: 3956.901855
	Iteration 59Q: 3 clusters Score -213091.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -213096.812500 Penalty: 3956.901855
	Iteration 60F: 3 clusters Score -213096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -213100.031250 Penalty: 3956.901855
	Iteration 61Q: 3 clusters Score -213100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -213102.859375 Penalty: 3956.901855
	Iteration 62Q: 3 clusters Score -213102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -213106.031250 Penalty: 3956.901855
	Iteration 63Q: 3 clusters Score -213106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -213110.156250 Penalty: 3956.901855
	Iteration 64Q: 3 clusters Score -213110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -213114.734375 Penalty: 3956.901855
	Iteration 65Q: 3 clusters Score -213114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -213118.828125 Penalty: 3956.901855
	Iteration 66Q: 3 clusters Score -213118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -213125.937500 Penalty: 3956.901855
	Iteration 67Q: 3 clusters Score -213125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -213131.421875 Penalty: 3956.901855
	Iteration 68Q: 3 clusters Score -213131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -213137.015625 Penalty: 3956.901855
	Iteration 69Q: 3 clusters Score -213137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -213143.468750 Penalty: 3956.901855
	Iteration 70Q: 3 clusters Score -213143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -213146.421875 Penalty: 3956.901855
	Iteration 71Q: 3 clusters Score -213146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -213150.125000 Penalty: 3956.901855
	Iteration 72Q: 3 clusters Score -213150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -213153.078125 Penalty: 3956.901855
	Iteration 73Q: 3 clusters Score -213153.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -213156.546875 Penalty: 3956.901855
	Iteration 74Q: 3 clusters Score -213156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -213160.234375 Penalty: 3956.901855
	Iteration 75Q: 3 clusters Score -213160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -213164.046875 Penalty: 3956.901855
	Iteration 76Q: 3 clusters Score -213164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -213166.593750 Penalty: 3956.901855
	Iteration 77Q: 3 clusters Score -213166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -213166.593750 Penalty: 3956.901855
	Iteration 78F: 3 clusters Score -213166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Entering Unmasked Estep 
Score: -1412110.750000 Penalty: 2339.642822
	Iteration 0F: 2 clusters Score -1412111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1402761.625000 Penalty: 4679.285645
	Iteration 0F: 3 clusters Score -1402762 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1405566.500000 Penalty: 4679.285645
	Iteration 1F: 3 clusters Score -1405566 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1405909.625000 Penalty: 4679.285645
	Iteration 2F: 3 clusters Score -1405910 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1406167.250000 Penalty: 4679.285645
	Iteration 3Q: 3 clusters Score -1406167 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1406392.125000 Penalty: 4679.285645
	Iteration 4Q: 3 clusters Score -1406392 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1406619.625000 Penalty: 4679.285645
	Iteration 5Q: 3 clusters Score -1406620 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1406899.000000 Penalty: 4679.285645
	Iteration 6Q: 3 clusters Score -1406899 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1407253.375000 Penalty: 4679.285645
	Iteration 7Q: 3 clusters Score -1407253 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1407681.125000 Penalty: 4679.285645
	Iteration 8F: 3 clusters Score -1407681 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1408159.750000 Penalty: 4679.285645
	Iteration 9F: 3 clusters Score -1408160 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1408670.125000 Penalty: 4679.285645
	Iteration 10F: 3 clusters Score -1408670 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1409140.000000 Penalty: 4679.285645
	Iteration 11Q: 3 clusters Score -1409140 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1409480.375000 Penalty: 4679.285645
	Iteration 12Q: 3 clusters Score -1409480 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1409705.500000 Penalty: 4679.285645
	Iteration 13Q: 3 clusters Score -1409706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1409854.500000 Penalty: 4679.285645
	Iteration 14Q: 3 clusters Score -1409854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1409939.750000 Penalty: 4679.285645
	Iteration 15Q: 3 clusters Score -1409940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1410003.000000 Penalty: 4679.285645
	Iteration 16Q: 3 clusters Score -1410003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1410053.125000 Penalty: 4679.285645
	Iteration 17Q: 3 clusters Score -1410053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1410072.875000 Penalty: 4679.285645
	Iteration 18Q: 3 clusters Score -1410073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1410088.625000 Penalty: 4679.285645
	Iteration 19Q: 3 clusters Score -1410089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1410089.750000 Penalty: 4679.285645
	Iteration 20F: 3 clusters Score -1410090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1410098.750000 Penalty: 4679.285645
	Iteration 21Q: 3 clusters Score -1410099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1410101.375000 Penalty: 4679.285645
	Iteration 22Q: 3 clusters Score -1410101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1410113.750000 Penalty: 4679.285645
	Iteration 23Q: 3 clusters Score -1410114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1410116.875000 Penalty: 4679.285645
	Iteration 24Q: 3 clusters Score -1410117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1410117.500000 Penalty: 4679.285645
	Iteration 25Q: 3 clusters Score -1410118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1410116.875000 Penalty: 4679.285645
	Iteration 26Q: 3 clusters Score -1410117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1410119.250000 Penalty: 4679.285645
	Iteration 27Q: 3 clusters Score -1410119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1410121.625000 Penalty: 4679.285645
	Iteration 28Q: 3 clusters Score -1410122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1410124.500000 Penalty: 4679.285645
	Iteration 29Q: 3 clusters Score -1410124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1410123.750000 Penalty: 4679.285645
	Iteration 30Q: 3 clusters Score -1410124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1410125.500000 Penalty: 4679.285645
	Iteration 31Q: 3 clusters Score -1410126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1410125.625000 Penalty: 4679.285645
	Iteration 32Q: 3 clusters Score -1410126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1410125.375000 Penalty: 4679.285645
	Iteration 33Q: 3 clusters Score -1410125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1410126.750000 Penalty: 4679.285645
	Iteration 34Q: 3 clusters Score -1410127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1410129.000000 Penalty: 4679.285645
	Iteration 35Q: 3 clusters Score -1410129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1410129.625000 Penalty: 4679.285645
	Iteration 36Q: 3 clusters Score -1410130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1410131.375000 Penalty: 4679.285645
	Iteration 37Q: 3 clusters Score -1410131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1410134.000000 Penalty: 4679.285645
	Iteration 38Q: 3 clusters Score -1410134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1410137.250000 Penalty: 4679.285645
	Iteration 39Q: 3 clusters Score -1410137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1410135.125000 Penalty: 4679.285645
	Iteration 40F: 3 clusters Score -1410135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1410135.875000 Penalty: 4679.285645
	Iteration 41Q: 3 clusters Score -1410136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1410137.875000 Penalty: 4679.285645
	Iteration 42Q: 3 clusters Score -1410138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1410138.000000 Penalty: 4679.285645
	Iteration 43Q: 3 clusters Score -1410138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1410138.750000 Penalty: 4679.285645
	Iteration 44Q: 3 clusters Score -1410139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1410138.750000 Penalty: 4679.285645
	Iteration 45F: 3 clusters Score -1410139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20282 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144339 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111200 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121162 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79442 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98838 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799024.000000 Penalty: 274824.687500
Iteration 319Q: 78 clusters Score -1.50799e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16283 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144346 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111211 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121153 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79444 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6510 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98823 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 320F: 78 clusters Score -1.507991e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20275 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144347 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111232 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121146 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79436 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6511 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98811 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799200.000000 Penalty: 274824.687500
Iteration 321Q: 78 clusters Score -1.507992e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16280 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20265 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144354 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111238 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121140 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79430 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6514 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98812 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799152.000000 Penalty: 274824.687500
Iteration 322Q: 78 clusters Score -1.507992e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16281 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20260 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144353 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111242 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121129 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79425 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6521 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98812 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 323Q: 78 clusters Score -1.507991e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20250 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144360 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111250 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121128 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79420 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6525 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98804 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799088.000000 Penalty: 274824.687500
Iteration 324Q: 78 clusters Score -1.507991e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20245 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144374 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111254 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3744 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9150 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121130 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79412 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6525 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98789 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799040.000000 Penalty: 274824.687500
Iteration 325Q: 78 clusters Score -1.50799e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20242 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144382 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111263 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121129 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79397 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6527 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98786 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2781 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 326Q: 78 clusters Score -1.50799e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20240 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144388 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111264 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3748 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121122 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79404 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6528 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98777 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798992.000000 Penalty: 274824.687500
Iteration 327Q: 78 clusters Score -1.50799e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16272 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20233 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144396 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111266 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121115 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79413 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6529 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98767 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 328Q: 78 clusters Score -1.507989e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144406 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111273 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121111 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79409 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6529 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5402 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98763 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 329Q: 78 clusters Score -1.507989e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16267 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20224 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144412 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111282 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4189 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121104 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79405 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6529 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98764 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 330Q: 78 clusters Score -1.507989e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16264 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20225 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144414 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111289 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121105 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79405 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6529 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98753 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 331Q: 78 clusters Score -1.507989e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16265 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20224 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144420 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111295 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121097 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79402 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6529 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98746 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 332Q: 78 clusters Score -1.507989e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16264 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20223 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144424 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111298 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121090 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79400 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6530 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98744 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798976.000000 Penalty: 274824.687500
Iteration 333Q: 78 clusters Score -1.50799e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16263 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144428 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111305 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121087 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79404 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6531 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98733 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798864.000000 Penalty: 274824.687500
Iteration 334Q: 78 clusters Score -1.507989e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16261 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20221 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144435 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111306 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121085 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79392 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6531 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98730 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 335Q: 78 clusters Score -1.507989e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16261 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20215 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144440 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111312 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121081 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79387 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6532 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98725 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 336Q: 78 clusters Score -1.507989e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16261 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144448 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111321 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121071 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79387 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6534 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98721 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798864.000000 Penalty: 274824.687500
Iteration 337Q: 78 clusters Score -1.507989e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16260 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20201 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144454 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111341 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121061 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79385 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6538 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98709 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 338Q: 78 clusters Score -1.507989e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16259 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20194 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144457 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111366 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121054 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79375 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6543 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98701 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798960.000000 Penalty: 274824.687500
Iteration 339Q: 78 clusters Score -1.50799e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16257 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20186 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144461 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111384 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121046 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79364 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6548 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98699 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798976.000000 Penalty: 274824.687500
Iteration 340F: 78 clusters Score -1.50799e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16256 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20182 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144466 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111395 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121036 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79362 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6552 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98695 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 341Q: 78 clusters Score -1.507989e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16256 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20178 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144471 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111409 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121027 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79348 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6557 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98694 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798960.000000 Penalty: 274824.687500
Iteration 342Q: 78 clusters Score -1.50799e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16257 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20172 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144481 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111426 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3749 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121020 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79328 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6562 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98689 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 343Q: 78 clusters Score -1.507989e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16256 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20166 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144473 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111436 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3750 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121021 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79319 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6565 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98685 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798864.000000 Penalty: 274824.687500
Iteration 344Q: 78 clusters Score -1.507989e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16254 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20162 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144472 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111442 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121020 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79312 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6565 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98684 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 345Q: 78 clusters Score -1.507989e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16252 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20157 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144475 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111456 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121016 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79291 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5595 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6567 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98689 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 346Q: 78 clusters Score -1.507989e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16249 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20157 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144484 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111465 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121011 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79259 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6567 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98696 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 347Q: 78 clusters Score -1.507989e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20154 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111468 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121014 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79238 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6568 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98698 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 348Q: 78 clusters Score -1.507989e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20151 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144495 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111476 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121010 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79220 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6569 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98708 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798960.000000 Penalty: 274824.687500
Iteration 349Q: 78 clusters Score -1.50799e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20148 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144489 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111484 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121008 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79203 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6567 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98717 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 350Q: 78 clusters Score -1.507989e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20148 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144486 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111496 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121007 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79179 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6566 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98728 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1415 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798960.000000 Penalty: 274824.687500
Iteration 351Q: 78 clusters Score -1.50799e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20143 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144494 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111509 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 121003 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79162 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6569 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98725 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798832.000000 Penalty: 274824.687500
Iteration 352Q: 78 clusters Score -1.507988e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20140 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144501 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111511 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4186 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120994 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79157 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5594 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6571 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98724 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1412 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 353Q: 78 clusters Score -1.507989e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20134 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144503 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111520 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120996 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79139 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6573 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98724 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798848.000000 Penalty: 274824.687500
Iteration 354Q: 78 clusters Score -1.507988e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20131 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144504 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111528 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4188 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120989 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79112 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6573 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98741 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 355Q: 78 clusters Score -1.507989e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20131 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144509 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111540 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120984 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79090 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6573 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98746 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 356Q: 78 clusters Score -1.507989e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20131 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144520 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111558 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120972 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79058 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6573 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98756 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 357Q: 78 clusters Score -1.507989e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20133 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144533 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111574 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120961 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 79016 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6573 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98773 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799072.000000 Penalty: 274824.687500
Iteration 358Q: 78 clusters Score -1.507991e+08 nChanged 131
Entering ConstructFrom: 
Score: -150799072.000000 Penalty: 274824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -156675.781250 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156675.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -157226.203125 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157226.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -157426.500000 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157426.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -157562.109375 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -157562.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -157650.250000 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157650.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -157698.984375 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -157733.718750 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157733.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -157758.671875 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -157758.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -157784.718750 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -157784.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -157801.203125 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -157801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -157815.265625 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -157815.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -157833.812500 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -157833.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -157850.968750 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -157851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -157872.593750 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -157872.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -157894.203125 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -157894.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -157913.718750 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -157913.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -157936.546875 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -157936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -157952.281250 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -157952.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -157972.421875 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -157972.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -157990.187500 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -157990.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -158007.296875 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -158007.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -158027.937500 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -158027.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -158048.515625 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -158048.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -158072.593750 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -158072.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -158084.000000 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -158084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -158089.968750 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -158090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -158100.453125 Penalty: 3812.108887
	Iteration 26Q: 3 clusters Score -158100.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -158109.656250 Penalty: 3812.108887
	Iteration 27Q: 3 clusters Score -158109.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -158118.453125 Penalty: 3812.108887
	Iteration 28Q: 3 clusters Score -158118.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -158127.406250 Penalty: 3812.108887
	Iteration 29Q: 3 clusters Score -158127.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -158139.828125 Penalty: 3812.108887
	Iteration 30Q: 3 clusters Score -158139.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -158154.031250 Penalty: 3812.108887
	Iteration 31Q: 3 clusters Score -158154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -158170.781250 Penalty: 3812.108887
	Iteration 32Q: 3 clusters Score -158170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -158181.093750 Penalty: 3812.108887
	Iteration 33Q: 3 clusters Score -158181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -158185.937500 Penalty: 3812.108887
	Iteration 34Q: 3 clusters Score -158185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -158189.515625 Penalty: 3812.108887
	Iteration 35Q: 3 clusters Score -158189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -158191.218750 Penalty: 3812.108887
	Iteration 36Q: 3 clusters Score -158191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -158193.468750 Penalty: 3812.108887
	Iteration 37Q: 3 clusters Score -158193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -158196.156250 Penalty: 3812.108887
	Iteration 38Q: 3 clusters Score -158196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -158198.578125 Penalty: 3812.108887
	Iteration 39Q: 3 clusters Score -158198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -158200.562500 Penalty: 3812.108887
	Iteration 40F: 3 clusters Score -158200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -158211.234375 Penalty: 3812.108887
	Iteration 41Q: 3 clusters Score -158211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -158218.984375 Penalty: 3812.108887
	Iteration 42Q: 3 clusters Score -158219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -158228.578125 Penalty: 3812.108887
	Iteration 43Q: 3 clusters Score -158228.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -158235.625000 Penalty: 3812.108887
	Iteration 44Q: 3 clusters Score -158235.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -158242.562500 Penalty: 3812.108887
	Iteration 45Q: 3 clusters Score -158242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -158249.484375 Penalty: 3812.108887
	Iteration 46Q: 3 clusters Score -158249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -158253.187500 Penalty: 3812.108887
	Iteration 47Q: 3 clusters Score -158253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -158256.109375 Penalty: 3812.108887
	Iteration 48Q: 3 clusters Score -158256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -158257.234375 Penalty: 3812.108887
	Iteration 49Q: 3 clusters Score -158257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -158259.203125 Penalty: 3812.108887
	Iteration 50Q: 3 clusters Score -158259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -158261.375000 Penalty: 3812.108887
	Iteration 51Q: 3 clusters Score -158261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -158263.031250 Penalty: 3812.108887
	Iteration 52Q: 3 clusters Score -158263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -158264.437500 Penalty: 3812.108887
	Iteration 53Q: 3 clusters Score -158264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -158265.031250 Penalty: 3812.108887
	Iteration 54Q: 3 clusters Score -158265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -158265.031250 Penalty: 3812.108887
	Iteration 55F: 3 clusters Score -158265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -595757.937500 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595757.9 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -597362.250000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597362.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -597602.375000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597602.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -597783.875000 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -597783.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -597921.937500 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -597921.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -598023.750000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -598023.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -598104.500000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598104.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -598182.000000 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -598248.937500 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598248.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -598298.187500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598298.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -598343.625000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598343.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -598375.312500 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -598375.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -598407.250000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -598407.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -598440.312500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -598440.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -598476.875000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -598476.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -598504.312500 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -598504.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -598545.437500 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -598545.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -598596.562500 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -598596.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -598659.062500 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -598659.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -598721.687500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -598721.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -598800.187500 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -598800.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -598891.125000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -598891.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -598986.562500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -598986.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -599078.750000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -599078.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -599176.437500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -599176.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -599272.375000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -599272.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -599371.812500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -599371.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -599459.500000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -599459.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -599545.937500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -599545.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -599624.500000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -599624.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -599680.875000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -599680.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -599729.062500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -599729.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -599770.875000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -599770.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -599815.062500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -599815.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -599862.562500 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -599862.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -599893.437500 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -599893.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -599917.875000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -599917.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -599943.750000 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -599943.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -599960.125000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -599960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -599971.312500 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -599971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -599978.687500 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -599978.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -599985.937500 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -599985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -599996.562500 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -599996.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -600006.750000 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -600006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -600017.625000 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -600017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -600024.312500 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -600024.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -600033.187500 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -600033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -600041.937500 Penalty: 4438.434082
	Iteration 47Q: 3 clusters Score -600041.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -600050.875000 Penalty: 4438.434082
	Iteration 48Q: 3 clusters Score -600050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -600055.250000 Penalty: 4438.434082
	Iteration 49Q: 3 clusters Score -600055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -600057.375000 Penalty: 4438.434082
	Iteration 50Q: 3 clusters Score -600057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -600060.062500 Penalty: 4438.434082
	Iteration 51Q: 3 clusters Score -600060.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -600063.625000 Penalty: 4438.434082
	Iteration 52Q: 3 clusters Score -600063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -600068.250000 Penalty: 4438.434082
	Iteration 53Q: 3 clusters Score -600068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -600069.750000 Penalty: 4438.434082
	Iteration 54Q: 3 clusters Score -600069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -600073.625000 Penalty: 4438.434082
	Iteration 55Q: 3 clusters Score -600073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -600075.375000 Penalty: 4438.434082
	Iteration 56Q: 3 clusters Score -600075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -600077.250000 Penalty: 4438.434082
	Iteration 57Q: 3 clusters Score -600077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -600078.187500 Penalty: 4438.434082
	Iteration 58Q: 3 clusters Score -600078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -600079.375000 Penalty: 4438.434082
	Iteration 59Q: 3 clusters Score -600079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -600080.687500 Penalty: 4438.434082
	Iteration 60F: 3 clusters Score -600080.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 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 710 members 
Entering Unmasked Estep 
Score: -81387.398438 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81387.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -81980.648438 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -81980.65 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82327.539062 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -82327.54 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82570.117188 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -82570.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -82714.695312 Penalty: 3591.006592
	Iteration 4F: 3 clusters Score -82714.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -82797.695312 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -82797.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -82854.757812 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -82854.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -82899.164062 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -82899.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82942.671875 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -82942.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82970.859375 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -82970.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82992.359375 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -82992.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -83004.937500 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -83004.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -83013.515625 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -83013.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83020.695312 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -83020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -83026.039062 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -83026.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -83035.273438 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -83035.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83036.031250 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -83036.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83036.031250 Penalty: 3591.006592
	Iteration 17F: 3 clusters Score -83036.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -446117.156250 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446117.2 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -447422.875000 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447422.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -447755.031250 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447755 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -448006.781250 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -448006.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -448268.687500 Penalty: 4310.141602
	Iteration 4F: 3 clusters Score -448268.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -448582.843750 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -448582.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -448943.000000 Penalty: 4310.141602
	Iteration 6F: 3 clusters Score -448943 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -449270.656250 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -449270.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -449607.187500 Penalty: 4310.141602
	Iteration 8F: 3 clusters Score -449607.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -449879.625000 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -449879.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -450127.750000 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -450127.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -450285.875000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -450285.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -450394.218750 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -450394.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -450485.687500 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -450485.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -450552.093750 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -450552.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -450592.531250 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -450592.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -450622.906250 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -450622.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -450648.718750 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -450648.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -450674.656250 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -450674.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -450689.093750 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -450689.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -450698.375000 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -450698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -450702.531250 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -450702.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -450707.406250 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -450707.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -450711.625000 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -450711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -450713.875000 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -450713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -450716.593750 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -450716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -450719.375000 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -450719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -450721.593750 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -450721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -450722.968750 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -450723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -450725.437500 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -450725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -450726.000000 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -450726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -450728.156250 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -450728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -450728.968750 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -450729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -450732.062500 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -450732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -450734.343750 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -450734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -450735.750000 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -450735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -450738.531250 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -450738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -450738.937500 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -450738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -450740.781250 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -450740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -450741.125000 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -450741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -450743.281250 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -450743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -450742.656250 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -450742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -450742.656250 Penalty: 4310.141602
	Iteration 42F: 3 clusters Score -450742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100137.921875 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100137.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -100505.593750 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100505.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -100597.914062 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100597.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -100667.250000 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100667.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -100706.976562 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -100725.187500 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100739.992188 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100752.296875 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100752.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100761.609375 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -100765.679688 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100767.953125 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100769.656250 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100773.031250 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -100774.500000 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -100774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -100774.500000 Penalty: 3588.151855
	Iteration 14F: 3 clusters Score -100774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54478.140625 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54478.14 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -54773.382812 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54773.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54898.300781 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -54898.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54980.089844 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -54980.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -55052.328125 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55052.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -55124.855469 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55124.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55168.816406 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55168.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55206.691406 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55206.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -55235.832031 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55235.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55244.617188 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -55244.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55251.691406 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -55251.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55254.167969 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -55254.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55254.636719 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -55254.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55257.019531 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -55257.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55267.078125 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -55267.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55270.433594 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -55270.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55279.445312 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -55279.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -55286.437500 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -55286.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55289.296875 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -55289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55289.296875 Penalty: 3356.602051
	Iteration 19F: 3 clusters Score -55289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 2975.046143
	Iteration 0F: 2 clusters Score -1.336454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -13255799.000000 Penalty: 5950.092285
	Iteration 0F: 3 clusters Score -1.32558e+07 nChanged 77596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -13300823.000000 Penalty: 5950.092285
	Iteration 1F: 3 clusters Score -1.330082e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -13302195.000000 Penalty: 5950.092285
	Iteration 2Q: 3 clusters Score -1.33022e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88725 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -13304293.000000 Penalty: 5950.092285
	Iteration 3Q: 3 clusters Score -1.330429e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -13307564.000000 Penalty: 5950.092285
	Iteration 4Q: 3 clusters Score -1.330756e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -13312251.000000 Penalty: 5950.092285
	Iteration 5F: 3 clusters Score -1.331225e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104548 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -13319002.000000 Penalty: 5950.092285
	Iteration 6F: 3 clusters Score -1.3319e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -13327256.000000 Penalty: 5950.092285
	Iteration 7F: 3 clusters Score -1.332726e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122786 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -13336078.000000 Penalty: 5950.092285
	Iteration 8F: 3 clusters Score -1.333608e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -13343903.000000 Penalty: 5950.092285
	Iteration 9F: 3 clusters Score -1.33439e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -13350109.000000 Penalty: 5950.092285
	Iteration 10F: 3 clusters Score -1.335011e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146424 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -13354409.000000 Penalty: 5950.092285
	Iteration 11Q: 3 clusters Score -1.335441e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150994 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -13357248.000000 Penalty: 5950.092285
	Iteration 12Q: 3 clusters Score -1.335725e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -13359063.000000 Penalty: 5950.092285
	Iteration 13Q: 3 clusters Score -1.335906e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -13360176.000000 Penalty: 5950.092285
	Iteration 14Q: 3 clusters Score -1.336018e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157638 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -13360890.000000 Penalty: 5950.092285
	Iteration 15Q: 3 clusters Score -1.336089e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158514 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -13361278.000000 Penalty: 5950.092285
	Iteration 16Q: 3 clusters Score -1.336128e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159115 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -13361528.000000 Penalty: 5950.092285
	Iteration 17Q: 3 clusters Score -1.336153e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13361723.000000 Penalty: 5950.092285
	Iteration 18Q: 3 clusters Score -1.336172e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -13361853.000000 Penalty: 5950.092285
	Iteration 19Q: 3 clusters Score -1.336185e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -13361941.000000 Penalty: 5950.092285
	Iteration 20F: 3 clusters Score -1.336194e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160186 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -13361966.000000 Penalty: 5950.092285
	Iteration 21Q: 3 clusters Score -1.336197e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160281 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13362045.000000 Penalty: 5950.092285
	Iteration 22Q: 3 clusters Score -1.336204e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160360 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13362107.000000 Penalty: 5950.092285
	Iteration 23Q: 3 clusters Score -1.336211e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160443 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -13362125.000000 Penalty: 5950.092285
	Iteration 24Q: 3 clusters Score -1.336212e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13362152.000000 Penalty: 5950.092285
	Iteration 25Q: 3 clusters Score -1.336215e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13362181.000000 Penalty: 5950.092285
	Iteration 26Q: 3 clusters Score -1.336218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160564 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -13362224.000000 Penalty: 5950.092285
	Iteration 27Q: 3 clusters Score -1.336222e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160598 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13362236.000000 Penalty: 5950.092285
	Iteration 28Q: 3 clusters Score -1.336224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13362226.000000 Penalty: 5950.092285
	Iteration 29Q: 3 clusters Score -1.336223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13362255.000000 Penalty: 5950.092285
	Iteration 30Q: 3 clusters Score -1.336226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13362270.000000 Penalty: 5950.092285
	Iteration 31Q: 3 clusters Score -1.336227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13362280.000000 Penalty: 5950.092285
	Iteration 32Q: 3 clusters Score -1.336228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13362287.000000 Penalty: 5950.092285
	Iteration 33Q: 3 clusters Score -1.336229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13362294.000000 Penalty: 5950.092285
	Iteration 34Q: 3 clusters Score -1.336229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160736 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13362281.000000 Penalty: 5950.092285
	Iteration 35Q: 3 clusters Score -1.336228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13362294.000000 Penalty: 5950.092285
	Iteration 36Q: 3 clusters Score -1.336229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13362293.000000 Penalty: 5950.092285
	Iteration 37Q: 3 clusters Score -1.336229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160753 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13362298.000000 Penalty: 5950.092285
	Iteration 38Q: 3 clusters Score -1.33623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13362301.000000 Penalty: 5950.092285
	Iteration 39Q: 3 clusters Score -1.33623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160762 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13362284.000000 Penalty: 5950.092285
	Iteration 40F: 3 clusters Score -1.336228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160764 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -13362292.000000 Penalty: 5950.092285
	Iteration 41Q: 3 clusters Score -1.336229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13362290.000000 Penalty: 5950.092285
	Iteration 42Q: 3 clusters Score -1.336229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13362290.000000 Penalty: 5950.092285
	Iteration 43F: 3 clusters Score -1.336229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Entering Unmasked Estep 
Score: -1504646.625000 Penalty: 2404.478760
	Iteration 0F: 2 clusters Score -1504647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1493017.875000 Penalty: 4808.957520
	Iteration 0F: 3 clusters Score -1493018 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1496981.875000 Penalty: 4808.957520
	Iteration 1F: 3 clusters Score -1496982 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1497535.000000 Penalty: 4808.957520
	Iteration 2F: 3 clusters Score -1497535 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1498030.625000 Penalty: 4808.957520
	Iteration 3F: 3 clusters Score -1498031 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1498529.375000 Penalty: 4808.957520
	Iteration 4F: 3 clusters Score -1498529 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1499055.875000 Penalty: 4808.957520
	Iteration 5F: 3 clusters Score -1499056 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1499573.375000 Penalty: 4808.957520
	Iteration 6F: 3 clusters Score -1499573 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1500100.375000 Penalty: 4808.957520
	Iteration 7Q: 3 clusters Score -1500100 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1500563.625000 Penalty: 4808.957520
	Iteration 8Q: 3 clusters Score -1500564 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1500961.625000 Penalty: 4808.957520
	Iteration 9Q: 3 clusters Score -1500962 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1501320.875000 Penalty: 4808.957520
	Iteration 10Q: 3 clusters Score -1501321 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1501628.250000 Penalty: 4808.957520
	Iteration 11Q: 3 clusters Score -1501628 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1501876.625000 Penalty: 4808.957520
	Iteration 12Q: 3 clusters Score -1501877 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1502098.750000 Penalty: 4808.957520
	Iteration 13Q: 3 clusters Score -1502099 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1502232.000000 Penalty: 4808.957520
	Iteration 14Q: 3 clusters Score -1502232 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1502335.250000 Penalty: 4808.957520
	Iteration 15Q: 3 clusters Score -1502335 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1502434.250000 Penalty: 4808.957520
	Iteration 16Q: 3 clusters Score -1502434 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1502529.875000 Penalty: 4808.957520
	Iteration 17Q: 3 clusters Score -1502530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1502577.625000 Penalty: 4808.957520
	Iteration 18Q: 3 clusters Score -1502578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1502614.000000 Penalty: 4808.957520
	Iteration 19Q: 3 clusters Score -1502614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1502646.375000 Penalty: 4808.957520
	Iteration 20F: 3 clusters Score -1502646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1502679.500000 Penalty: 4808.957520
	Iteration 21Q: 3 clusters Score -1502680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1502704.000000 Penalty: 4808.957520
	Iteration 22Q: 3 clusters Score -1502704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1502725.500000 Penalty: 4808.957520
	Iteration 23Q: 3 clusters Score -1502726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1502742.125000 Penalty: 4808.957520
	Iteration 24Q: 3 clusters Score -1502742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1502755.000000 Penalty: 4808.957520
	Iteration 25Q: 3 clusters Score -1502755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1502766.500000 Penalty: 4808.957520
	Iteration 26Q: 3 clusters Score -1502766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1502780.375000 Penalty: 4808.957520
	Iteration 27Q: 3 clusters Score -1502780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1502786.500000 Penalty: 4808.957520
	Iteration 28Q: 3 clusters Score -1502786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1502795.125000 Penalty: 4808.957520
	Iteration 29Q: 3 clusters Score -1502795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1502807.500000 Penalty: 4808.957520
	Iteration 30Q: 3 clusters Score -1502808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1502811.625000 Penalty: 4808.957520
	Iteration 31Q: 3 clusters Score -1502812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1502811.125000 Penalty: 4808.957520
	Iteration 32Q: 3 clusters Score -1502811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1502816.625000 Penalty: 4808.957520
	Iteration 33Q: 3 clusters Score -1502817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1502823.375000 Penalty: 4808.957520
	Iteration 34Q: 3 clusters Score -1502823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1502828.875000 Penalty: 4808.957520
	Iteration 35Q: 3 clusters Score -1502829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1502827.250000 Penalty: 4808.957520
	Iteration 36Q: 3 clusters Score -1502827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1502829.625000 Penalty: 4808.957520
	Iteration 37Q: 3 clusters Score -1502830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1502832.000000 Penalty: 4808.957520
	Iteration 38Q: 3 clusters Score -1502832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1502834.625000 Penalty: 4808.957520
	Iteration 39Q: 3 clusters Score -1502835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1502834.750000 Penalty: 4808.957520
	Iteration 40F: 3 clusters Score -1502835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1502837.625000 Penalty: 4808.957520
	Iteration 41Q: 3 clusters Score -1502838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1502837.125000 Penalty: 4808.957520
	Iteration 42Q: 3 clusters Score -1502837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1502838.125000 Penalty: 4808.957520
	Iteration 43Q: 3 clusters Score -1502838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1502837.500000 Penalty: 4808.957520
	Iteration 44Q: 3 clusters Score -1502838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1502837.500000 Penalty: 4808.957520
	Iteration 45F: 3 clusters Score -1502838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 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 1965 members 
Entering Unmasked Estep 
Score: -240694.531250 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240694.5 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -241844.343750 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -241844.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -242274.625000 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -242274.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -242590.812500 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -242590.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -242862.406250 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -242862.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -243103.078125 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -243103.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -243296.625000 Penalty: 4098.868652
	Iteration 6F: 3 clusters Score -243296.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -243437.078125 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -243437.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -243568.437500 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243568.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243683.062500 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243683.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -243781.468750 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243781.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243842.421875 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -243842.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243882.531250 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -243882.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -243919.046875 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -243919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243939.562500 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -243939.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243961.359375 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -243961.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -243983.484375 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -243983.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -244005.000000 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -244005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -244023.187500 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -244023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -244035.187500 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -244035.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -244049.250000 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -244049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -244059.625000 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -244059.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -244073.703125 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -244073.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -244087.593750 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -244087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -244106.359375 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -244106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -244123.921875 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -244123.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -244139.640625 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -244139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -244148.812500 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -244148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -244152.140625 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -244152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -244154.968750 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -244155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -244158.406250 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -244158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244159.703125 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -244159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -244160.375000 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -244160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -244160.375000 Penalty: 4098.868652
	Iteration 33F: 3 clusters Score -244160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -241794.781250 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241794.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -242423.125000 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242423.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -242565.625000 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242565.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -242655.156250 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242655.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -242717.609375 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242717.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -242755.250000 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242755.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -242785.406250 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242785.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -242810.890625 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242810.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -242831.062500 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242831.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -242840.968750 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -242852.984375 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -242863.687500 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242863.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -242873.171875 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -242873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -242879.984375 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -242880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -242887.968750 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -242888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -242895.218750 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -242895.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -242903.562500 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -242903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -242913.218750 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -242913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -242918.984375 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -242919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -242924.890625 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -242924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -242931.921875 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -242931.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -242940.281250 Penalty: 3995.830322
	Iteration 21Q: 3 clusters Score -242940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -242945.734375 Penalty: 3995.830322
	Iteration 22Q: 3 clusters Score -242945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -242953.531250 Penalty: 3995.830322
	Iteration 23Q: 3 clusters Score -242953.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -242960.812500 Penalty: 3995.830322
	Iteration 24Q: 3 clusters Score -242960.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -242967.515625 Penalty: 3995.830322
	Iteration 25Q: 3 clusters Score -242967.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -242974.453125 Penalty: 3995.830322
	Iteration 26Q: 3 clusters Score -242974.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -242984.453125 Penalty: 3995.830322
	Iteration 27Q: 3 clusters Score -242984.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -242993.687500 Penalty: 3995.830322
	Iteration 28Q: 3 clusters Score -242993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -243002.609375 Penalty: 3995.830322
	Iteration 29Q: 3 clusters Score -243002.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -243012.781250 Penalty: 3995.830322
	Iteration 30Q: 3 clusters Score -243012.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -243023.734375 Penalty: 3995.830322
	Iteration 31Q: 3 clusters Score -243023.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -243035.765625 Penalty: 3995.830322
	Iteration 32Q: 3 clusters Score -243035.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -243046.062500 Penalty: 3995.830322
	Iteration 33Q: 3 clusters Score -243046.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -243055.250000 Penalty: 3995.830322
	Iteration 34Q: 3 clusters Score -243055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243060.859375 Penalty: 3995.830322
	Iteration 35Q: 3 clusters Score -243060.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243067.031250 Penalty: 3995.830322
	Iteration 36Q: 3 clusters Score -243067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -243073.953125 Penalty: 3995.830322
	Iteration 37Q: 3 clusters Score -243074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -243084.671875 Penalty: 3995.830322
	Iteration 38Q: 3 clusters Score -243084.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -243093.000000 Penalty: 3995.830322
	Iteration 39Q: 3 clusters Score -243093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243100.828125 Penalty: 3995.830322
	Iteration 40F: 3 clusters Score -243100.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -243107.718750 Penalty: 3995.830322
	Iteration 41Q: 3 clusters Score -243107.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243115.734375 Penalty: 3995.830322
	Iteration 42Q: 3 clusters Score -243115.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -243123.625000 Penalty: 3995.830322
	Iteration 43Q: 3 clusters Score -243123.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243131.593750 Penalty: 3995.830322
	Iteration 44Q: 3 clusters Score -243131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -243137.000000 Penalty: 3995.830322
	Iteration 45Q: 3 clusters Score -243137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -243143.593750 Penalty: 3995.830322
	Iteration 46Q: 3 clusters Score -243143.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243149.203125 Penalty: 3995.830322
	Iteration 47Q: 3 clusters Score -243149.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -243156.531250 Penalty: 3995.830322
	Iteration 48Q: 3 clusters Score -243156.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -243164.421875 Penalty: 3995.830322
	Iteration 49Q: 3 clusters Score -243164.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -243176.187500 Penalty: 3995.830322
	Iteration 50Q: 3 clusters Score -243176.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -243186.406250 Penalty: 3995.830322
	Iteration 51Q: 3 clusters Score -243186.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243196.546875 Penalty: 3995.830322
	Iteration 52Q: 3 clusters Score -243196.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243203.687500 Penalty: 3995.830322
	Iteration 53Q: 3 clusters Score -243203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -243212.500000 Penalty: 3995.830322
	Iteration 54Q: 3 clusters Score -243212.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -243227.046875 Penalty: 3995.830322
	Iteration 55Q: 3 clusters Score -243227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -243236.187500 Penalty: 3995.830322
	Iteration 56Q: 3 clusters Score -243236.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -243242.656250 Penalty: 3995.830322
	Iteration 57Q: 3 clusters Score -243242.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -243248.343750 Penalty: 3995.830322
	Iteration 58Q: 3 clusters Score -243248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -243254.437500 Penalty: 3995.830322
	Iteration 59Q: 3 clusters Score -243254.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -243264.187500 Penalty: 3995.830322
	Iteration 60F: 3 clusters Score -243264.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -243272.718750 Penalty: 3995.830322
	Iteration 61Q: 3 clusters Score -243272.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -243285.015625 Penalty: 3995.830322
	Iteration 62Q: 3 clusters Score -243285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -243299.968750 Penalty: 3995.830322
	Iteration 63Q: 3 clusters Score -243300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -243311.765625 Penalty: 3995.830322
	Iteration 64Q: 3 clusters Score -243311.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -243323.265625 Penalty: 3995.830322
	Iteration 65Q: 3 clusters Score -243323.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -243332.562500 Penalty: 3995.830322
	Iteration 66Q: 3 clusters Score -243332.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -243341.859375 Penalty: 3995.830322
	Iteration 67Q: 3 clusters Score -243341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -243349.453125 Penalty: 3995.830322
	Iteration 68Q: 3 clusters Score -243349.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -243358.859375 Penalty: 3995.830322
	Iteration 69Q: 3 clusters Score -243358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -243369.796875 Penalty: 3995.830322
	Iteration 70Q: 3 clusters Score -243369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -243382.031250 Penalty: 3995.830322
	Iteration 71Q: 3 clusters Score -243382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -243389.718750 Penalty: 3995.830322
	Iteration 72Q: 3 clusters Score -243389.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -243395.734375 Penalty: 3995.830322
	Iteration 73Q: 3 clusters Score -243395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -243401.250000 Penalty: 3995.830322
	Iteration 74Q: 3 clusters Score -243401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -243407.859375 Penalty: 3995.830322
	Iteration 75Q: 3 clusters Score -243407.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -243422.093750 Penalty: 3995.830322
	Iteration 76Q: 3 clusters Score -243422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -243433.890625 Penalty: 3995.830322
	Iteration 77Q: 3 clusters Score -243433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -243447.000000 Penalty: 3995.830322
	Iteration 78Q: 3 clusters Score -243447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -243453.093750 Penalty: 3995.830322
	Iteration 79Q: 3 clusters Score -243453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -243458.734375 Penalty: 3995.830322
	Iteration 80F: 3 clusters Score -243458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -243461.578125 Penalty: 3995.830322
	Iteration 81Q: 3 clusters Score -243461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -243465.312500 Penalty: 3995.830322
	Iteration 82Q: 3 clusters Score -243465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -243467.156250 Penalty: 3995.830322
	Iteration 83Q: 3 clusters Score -243467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -243469.734375 Penalty: 3995.830322
	Iteration 84Q: 3 clusters Score -243469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -243471.281250 Penalty: 3995.830322
	Iteration 85Q: 3 clusters Score -243471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -243474.421875 Penalty: 3995.830322
	Iteration 86Q: 3 clusters Score -243474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -243477.375000 Penalty: 3995.830322
	Iteration 87Q: 3 clusters Score -243477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -243478.171875 Penalty: 3995.830322
	Iteration 88Q: 3 clusters Score -243478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -243483.531250 Penalty: 3995.830322
	Iteration 89Q: 3 clusters Score -243483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -243487.000000 Penalty: 3995.830322
	Iteration 90Q: 3 clusters Score -243487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -243493.968750 Penalty: 3995.830322
	Iteration 91Q: 3 clusters Score -243494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -243496.656250 Penalty: 3995.830322
	Iteration 92Q: 3 clusters Score -243496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -243498.546875 Penalty: 3995.830322
	Iteration 93Q: 3 clusters Score -243498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -243501.703125 Penalty: 3995.830322
	Iteration 94Q: 3 clusters Score -243501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -243505.500000 Penalty: 3995.830322
	Iteration 95Q: 3 clusters Score -243505.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -243507.046875 Penalty: 3995.830322
	Iteration 96Q: 3 clusters Score -243507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -243510.000000 Penalty: 3995.830322
	Iteration 97Q: 3 clusters Score -243510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -243510.000000 Penalty: 3995.830322
	Iteration 98F: 3 clusters Score -243510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -539343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -534463.500000 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -534463.5 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -535744.937500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -535744.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -535967.812500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -535967.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -536120.312500 Penalty: 4286.024902
	Iteration 3Q: 3 clusters Score -536120.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -536225.375000 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -536225.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -536312.812500 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -536312.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -536383.875000 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -536383.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -536436.687500 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -536436.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -536489.000000 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -536489 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -536542.062500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -536542.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -536587.812500 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -536587.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -536629.562500 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -536629.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -536661.125000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -536661.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -536690.750000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -536690.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -536717.375000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -536717.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -536749.375000 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -536749.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -536783.875000 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -536783.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -536809.562500 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -536809.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -536834.750000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -536834.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -536857.125000 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -536857.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -536877.562500 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -536877.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -536901.687500 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -536901.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -536919.375000 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -536919.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -536940.062500 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -536940.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -536964.375000 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -536964.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -536985.937500 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -536985.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -537004.125000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -537004.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -537021.375000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -537021.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -537040.187500 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -537040.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -537061.375000 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -537061.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -537081.375000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -537081.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -537093.812500 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -537093.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -537104.812500 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -537104.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -537118.062500 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -537118.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -537134.812500 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -537134.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -537154.625000 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -537154.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -537175.187500 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -537175.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -537191.500000 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -537191.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -537209.500000 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -537209.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -537228.937500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -537228.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -537248.812500 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -537248.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -537266.937500 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -537266.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -537283.062500 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -537283.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -537299.375000 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -537299.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -537313.750000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -537313.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -537334.750000 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -537334.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -537359.062500 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -537359.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -537381.625000 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -537381.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -537411.250000 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -537411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -537432.687500 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -537432.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -537457.875000 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -537457.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -537477.250000 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -537477.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -537497.750000 Penalty: 4286.024902
	Iteration 52Q: 3 clusters Score -537497.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -537519.875000 Penalty: 4286.024902
	Iteration 53Q: 3 clusters Score -537519.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -537539.125000 Penalty: 4286.024902
	Iteration 54Q: 3 clusters Score -537539.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -537556.500000 Penalty: 4286.024902
	Iteration 55Q: 3 clusters Score -537556.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -537565.312500 Penalty: 4286.024902
	Iteration 56Q: 3 clusters Score -537565.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -537573.375000 Penalty: 4286.024902
	Iteration 57Q: 3 clusters Score -537573.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -537579.750000 Penalty: 4286.024902
	Iteration 58Q: 3 clusters Score -537579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -537585.062500 Penalty: 4286.024902
	Iteration 59Q: 3 clusters Score -537585.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -537589.562500 Penalty: 4286.024902
	Iteration 60F: 3 clusters Score -537589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -537594.687500 Penalty: 4286.024902
	Iteration 61Q: 3 clusters Score -537594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -537599.187500 Penalty: 4286.024902
	Iteration 62Q: 3 clusters Score -537599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -537602.500000 Penalty: 4286.024902
	Iteration 63Q: 3 clusters Score -537602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -537605.375000 Penalty: 4286.024902
	Iteration 64Q: 3 clusters Score -537605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -537607.062500 Penalty: 4286.024902
	Iteration 65Q: 3 clusters Score -537607.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -537609.812500 Penalty: 4286.024902
	Iteration 66Q: 3 clusters Score -537609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -537611.875000 Penalty: 4286.024902
	Iteration 67Q: 3 clusters Score -537611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -537616.875000 Penalty: 4286.024902
	Iteration 68Q: 3 clusters Score -537616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -537621.375000 Penalty: 4286.024902
	Iteration 69Q: 3 clusters Score -537621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -537623.937500 Penalty: 4286.024902
	Iteration 70Q: 3 clusters Score -537623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -537625.562500 Penalty: 4286.024902
	Iteration 71Q: 3 clusters Score -537625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -537625.750000 Penalty: 4286.024902
	Iteration 72Q: 3 clusters Score -537625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -537625.750000 Penalty: 4286.024902
	Iteration 73F: 3 clusters Score -537625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1020902.500000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020902 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1023694.062500 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023694 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1024055.875000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024056 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1024354.500000 Penalty: 4684.493164
	Iteration 3Q: 3 clusters Score -1024354 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1024681.500000 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1024682 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1025021.687500 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1025022 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1025418.750000 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1025419 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1025875.125000 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1025875 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1026324.562500 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1026325 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1026774.687500 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1026775 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1027157.687500 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1027158 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1027462.875000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1027463 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1027697.875000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1027698 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1027839.937500 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1027840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1027944.125000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1027944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1028013.250000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1028013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1028063.812500 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1028064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1028095.062500 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1028095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1028126.437500 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1028126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1028151.687500 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1028152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1028185.250000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1028185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1028207.437500 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1028207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1028221.000000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1028221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1028230.125000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1028230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1028229.187500 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1028229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1028233.062500 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1028233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1028235.125000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1028235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1028242.625000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1028243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1028247.375000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1028247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1028252.375000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1028252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1028256.437500 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1028256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1028263.250000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1028263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1028265.937500 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1028266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1028269.250000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1028269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1028268.000000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1028268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1028268.000000 Penalty: 4684.493164
	Iteration 35F: 3 clusters Score -1028268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Entering Unmasked Estep 
Score: -1916977.125000 Penalty: 2457.671631
	Iteration 0F: 2 clusters Score -1916977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1902739.250000 Penalty: 4915.343262
	Iteration 0F: 3 clusters Score -1902739 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1907631.625000 Penalty: 4915.343262
	Iteration 1F: 3 clusters Score -1907632 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1908122.875000 Penalty: 4915.343262
	Iteration 2F: 3 clusters Score -1908123 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1908578.250000 Penalty: 4915.343262
	Iteration 3F: 3 clusters Score -1908578 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1909045.000000 Penalty: 4915.343262
	Iteration 4F: 3 clusters Score -1909045 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1909488.375000 Penalty: 4915.343262
	Iteration 5Q: 3 clusters Score -1909488 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1909975.500000 Penalty: 4915.343262
	Iteration 6Q: 3 clusters Score -1909976 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1910501.875000 Penalty: 4915.343262
	Iteration 7Q: 3 clusters Score -1910502 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1911148.000000 Penalty: 4915.343262
	Iteration 8Q: 3 clusters Score -1911148 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1911906.125000 Penalty: 4915.343262
	Iteration 9Q: 3 clusters Score -1911906 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1912725.375000 Penalty: 4915.343262
	Iteration 10Q: 3 clusters Score -1912725 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1913486.875000 Penalty: 4915.343262
	Iteration 11Q: 3 clusters Score -1913487 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1914065.250000 Penalty: 4915.343262
	Iteration 12Q: 3 clusters Score -1914065 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1914512.625000 Penalty: 4915.343262
	Iteration 13Q: 3 clusters Score -1914513 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1914870.250000 Penalty: 4915.343262
	Iteration 14Q: 3 clusters Score -1914870 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1915194.000000 Penalty: 4915.343262
	Iteration 15Q: 3 clusters Score -1915194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1915461.500000 Penalty: 4915.343262
	Iteration 16Q: 3 clusters Score -1915462 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1915644.250000 Penalty: 4915.343262
	Iteration 17Q: 3 clusters Score -1915644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1915768.500000 Penalty: 4915.343262
	Iteration 18Q: 3 clusters Score -1915768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1915872.125000 Penalty: 4915.343262
	Iteration 19Q: 3 clusters Score -1915872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1915927.000000 Penalty: 4915.343262
	Iteration 20F: 3 clusters Score -1915927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1915964.125000 Penalty: 4915.343262
	Iteration 21Q: 3 clusters Score -1915964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1915978.000000 Penalty: 4915.343262
	Iteration 22Q: 3 clusters Score -1915978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1915982.375000 Penalty: 4915.343262
	Iteration 23Q: 3 clusters Score -1915982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1915986.375000 Penalty: 4915.343262
	Iteration 24Q: 3 clusters Score -1915986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1915989.125000 Penalty: 4915.343262
	Iteration 25Q: 3 clusters Score -1915989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1915993.625000 Penalty: 4915.343262
	Iteration 26Q: 3 clusters Score -1915994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1915994.625000 Penalty: 4915.343262
	Iteration 27Q: 3 clusters Score -1915995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1915992.500000 Penalty: 4915.343262
	Iteration 28Q: 3 clusters Score -1915992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1915993.750000 Penalty: 4915.343262
	Iteration 29Q: 3 clusters Score -1915994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1915996.375000 Penalty: 4915.343262
	Iteration 30Q: 3 clusters Score -1915996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1915996.750000 Penalty: 4915.343262
	Iteration 31Q: 3 clusters Score -1915997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1916000.375000 Penalty: 4915.343262
	Iteration 32Q: 3 clusters Score -1916000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1916001.250000 Penalty: 4915.343262
	Iteration 33Q: 3 clusters Score -1916001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1916002.125000 Penalty: 4915.343262
	Iteration 34Q: 3 clusters Score -1916002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1916002.625000 Penalty: 4915.343262
	Iteration 35Q: 3 clusters Score -1916003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1916002.125000 Penalty: 4915.343262
	Iteration 36Q: 3 clusters Score -1916002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1916002.875000 Penalty: 4915.343262
	Iteration 37Q: 3 clusters Score -1916003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1916002.500000 Penalty: 4915.343262
	Iteration 38Q: 3 clusters Score -1916002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1916001.875000 Penalty: 4915.343262
	Iteration 39Q: 3 clusters Score -1916002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1916003.125000 Penalty: 4915.343262
	Iteration 40F: 3 clusters Score -1916003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1916002.000000 Penalty: 4915.343262
	Iteration 41Q: 3 clusters Score -1916002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1916002.000000 Penalty: 4915.343262
	Iteration 42F: 3 clusters Score -1916002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Entering Unmasked Estep 
Score: -3561032.500000 Penalty: 2650.404541
	Iteration 0F: 2 clusters Score -3561032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3531423.750000 Penalty: 5300.809082
	Iteration 0F: 3 clusters Score -3531424 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3542579.500000 Penalty: 5300.809082
	Iteration 1F: 3 clusters Score -3542580 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3543115.750000 Penalty: 5300.809082
	Iteration 2Q: 3 clusters Score -3543116 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3543557.750000 Penalty: 5300.809082
	Iteration 3Q: 3 clusters Score -3543558 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3544046.750000 Penalty: 5300.809082
	Iteration 4Q: 3 clusters Score -3544047 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3544540.750000 Penalty: 5300.809082
	Iteration 5Q: 3 clusters Score -3544541 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3545113.250000 Penalty: 5300.809082
	Iteration 6Q: 3 clusters Score -3545113 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3545792.250000 Penalty: 5300.809082
	Iteration 7Q: 3 clusters Score -3545792 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3546617.250000 Penalty: 5300.809082
	Iteration 8Q: 3 clusters Score -3546617 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3547617.500000 Penalty: 5300.809082
	Iteration 9Q: 3 clusters Score -3547618 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3548877.000000 Penalty: 5300.809082
	Iteration 10Q: 3 clusters Score -3548877 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3550371.000000 Penalty: 5300.809082
	Iteration 11Q: 3 clusters Score -3550371 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3551825.500000 Penalty: 5300.809082
	Iteration 12Q: 3 clusters Score -3551826 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3552725.000000 Penalty: 5300.809082
	Iteration 13Q: 3 clusters Score -3552725 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3553192.250000 Penalty: 5300.809082
	Iteration 14Q: 3 clusters Score -3553192 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3553408.250000 Penalty: 5300.809082
	Iteration 15Q: 3 clusters Score -3553408 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3553553.250000 Penalty: 5300.809082
	Iteration 16Q: 3 clusters Score -3553553 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3553661.500000 Penalty: 5300.809082
	Iteration 17Q: 3 clusters Score -3553662 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3553784.000000 Penalty: 5300.809082
	Iteration 18Q: 3 clusters Score -3553784 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3553943.000000 Penalty: 5300.809082
	Iteration 19Q: 3 clusters Score -3553943 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3554080.750000 Penalty: 5300.809082
	Iteration 20F: 3 clusters Score -3554081 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3554260.750000 Penalty: 5300.809082
	Iteration 21Q: 3 clusters Score -3554261 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3554453.250000 Penalty: 5300.809082
	Iteration 22Q: 3 clusters Score -3554453 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3554678.500000 Penalty: 5300.809082
	Iteration 23Q: 3 clusters Score -3554678 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3554880.250000 Penalty: 5300.809082
	Iteration 24Q: 3 clusters Score -3554880 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3555063.750000 Penalty: 5300.809082
	Iteration 25Q: 3 clusters Score -3555064 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3555252.750000 Penalty: 5300.809082
	Iteration 26Q: 3 clusters Score -3555253 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3555459.000000 Penalty: 5300.809082
	Iteration 27Q: 3 clusters Score -3555459 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3555647.500000 Penalty: 5300.809082
	Iteration 28Q: 3 clusters Score -3555648 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3555809.000000 Penalty: 5300.809082
	Iteration 29Q: 3 clusters Score -3555809 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3556005.500000 Penalty: 5300.809082
	Iteration 30Q: 3 clusters Score -3556006 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3556206.250000 Penalty: 5300.809082
	Iteration 31Q: 3 clusters Score -3556206 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3556380.000000 Penalty: 5300.809082
	Iteration 32Q: 3 clusters Score -3556380 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3556565.750000 Penalty: 5300.809082
	Iteration 33Q: 3 clusters Score -3556566 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3556767.500000 Penalty: 5300.809082
	Iteration 34Q: 3 clusters Score -3556768 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3556966.750000 Penalty: 5300.809082
	Iteration 35Q: 3 clusters Score -3556967 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3557159.500000 Penalty: 5300.809082
	Iteration 36Q: 3 clusters Score -3557160 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3557384.250000 Penalty: 5300.809082
	Iteration 37Q: 3 clusters Score -3557384 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3557584.750000 Penalty: 5300.809082
	Iteration 38Q: 3 clusters Score -3557585 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3557784.750000 Penalty: 5300.809082
	Iteration 39Q: 3 clusters Score -3557785 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3557993.500000 Penalty: 5300.809082
	Iteration 40F: 3 clusters Score -3557994 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3558140.750000 Penalty: 5300.809082
	Iteration 41Q: 3 clusters Score -3558141 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3558286.250000 Penalty: 5300.809082
	Iteration 42Q: 3 clusters Score -3558286 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3558390.500000 Penalty: 5300.809082
	Iteration 43Q: 3 clusters Score -3558390 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3558493.000000 Penalty: 5300.809082
	Iteration 44Q: 3 clusters Score -3558493 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3558553.250000 Penalty: 5300.809082
	Iteration 45Q: 3 clusters Score -3558553 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3558623.500000 Penalty: 5300.809082
	Iteration 46Q: 3 clusters Score -3558624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3558682.000000 Penalty: 5300.809082
	Iteration 47Q: 3 clusters Score -3558682 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3558745.750000 Penalty: 5300.809082
	Iteration 48Q: 3 clusters Score -3558746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3558779.000000 Penalty: 5300.809082
	Iteration 49Q: 3 clusters Score -3558779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3558828.500000 Penalty: 5300.809082
	Iteration 50Q: 3 clusters Score -3558828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3558855.500000 Penalty: 5300.809082
	Iteration 51Q: 3 clusters Score -3558856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3558880.750000 Penalty: 5300.809082
	Iteration 52Q: 3 clusters Score -3558881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3558897.500000 Penalty: 5300.809082
	Iteration 53Q: 3 clusters Score -3558898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3558913.500000 Penalty: 5300.809082
	Iteration 54Q: 3 clusters Score -3558914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3558911.500000 Penalty: 5300.809082
	Iteration 55Q: 3 clusters Score -3558912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3558919.000000 Penalty: 5300.809082
	Iteration 56Q: 3 clusters Score -3558919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3558930.250000 Penalty: 5300.809082
	Iteration 57Q: 3 clusters Score -3558930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3558934.500000 Penalty: 5300.809082
	Iteration 58Q: 3 clusters Score -3558934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3558942.250000 Penalty: 5300.809082
	Iteration 59Q: 3 clusters Score -3558942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3558953.000000 Penalty: 5300.809082
	Iteration 60F: 3 clusters Score -3558953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3558956.000000 Penalty: 5300.809082
	Iteration 61Q: 3 clusters Score -3558956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3558966.750000 Penalty: 5300.809082
	Iteration 62Q: 3 clusters Score -3558967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3558977.000000 Penalty: 5300.809082
	Iteration 63Q: 3 clusters Score -3558977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3558983.250000 Penalty: 5300.809082
	Iteration 64Q: 3 clusters Score -3558983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3558981.750000 Penalty: 5300.809082
	Iteration 65Q: 3 clusters Score -3558982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3558980.250000 Penalty: 5300.809082
	Iteration 66Q: 3 clusters Score -3558980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3558988.000000 Penalty: 5300.809082
	Iteration 67Q: 3 clusters Score -3558988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3558991.000000 Penalty: 5300.809082
	Iteration 68Q: 3 clusters Score -3558991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3558990.250000 Penalty: 5300.809082
	Iteration 69Q: 3 clusters Score -3558990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3558990.750000 Penalty: 5300.809082
	Iteration 70Q: 3 clusters Score -3558991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3558993.000000 Penalty: 5300.809082
	Iteration 71Q: 3 clusters Score -3558993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3558985.000000 Penalty: 5300.809082
	Iteration 72Q: 3 clusters Score -3558985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3558997.500000 Penalty: 5300.809082
	Iteration 73Q: 3 clusters Score -3558998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3559004.500000 Penalty: 5300.809082
	Iteration 74Q: 3 clusters Score -3559004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3559007.750000 Penalty: 5300.809082
	Iteration 75Q: 3 clusters Score -3559008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3559017.500000 Penalty: 5300.809082
	Iteration 76Q: 3 clusters Score -3559018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3559016.500000 Penalty: 5300.809082
	Iteration 77Q: 3 clusters Score -3559016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3559020.250000 Penalty: 5300.809082
	Iteration 78Q: 3 clusters Score -3559020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3559034.000000 Penalty: 5300.809082
	Iteration 79Q: 3 clusters Score -3559034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3559033.250000 Penalty: 5300.809082
	Iteration 80F: 3 clusters Score -3559033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3559033.750000 Penalty: 5300.809082
	Iteration 81Q: 3 clusters Score -3559034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3559045.250000 Penalty: 5300.809082
	Iteration 82Q: 3 clusters Score -3559045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3559057.000000 Penalty: 5300.809082
	Iteration 83Q: 3 clusters Score -3559057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3559063.000000 Penalty: 5300.809082
	Iteration 84Q: 3 clusters Score -3559063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3559064.000000 Penalty: 5300.809082
	Iteration 85Q: 3 clusters Score -3559064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3559075.000000 Penalty: 5300.809082
	Iteration 86Q: 3 clusters Score -3559075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3559074.250000 Penalty: 5300.809082
	Iteration 87Q: 3 clusters Score -3559074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3559079.750000 Penalty: 5300.809082
	Iteration 88Q: 3 clusters Score -3559080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3559079.500000 Penalty: 5300.809082
	Iteration 89Q: 3 clusters Score -3559080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3559078.000000 Penalty: 5300.809082
	Iteration 90Q: 3 clusters Score -3559078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3559078.250000 Penalty: 5300.809082
	Iteration 91Q: 3 clusters Score -3559078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3559075.250000 Penalty: 5300.809082
	Iteration 92Q: 3 clusters Score -3559075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3559075.000000 Penalty: 5300.809082
	Iteration 93Q: 3 clusters Score -3559075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3559074.750000 Penalty: 5300.809082
	Iteration 94Q: 3 clusters Score -3559075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3559078.500000 Penalty: 5300.809082
	Iteration 95Q: 3 clusters Score -3559078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3559078.250000 Penalty: 5300.809082
	Iteration 96Q: 3 clusters Score -3559078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3559080.500000 Penalty: 5300.809082
	Iteration 97Q: 3 clusters Score -3559080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3559080.500000 Penalty: 5300.809082
	Iteration 98F: 3 clusters Score -3559080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Entering Unmasked Estep 
Score: -14212023.000000 Penalty: 2946.568848
	Iteration 0F: 2 clusters Score -1.421202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -14123886.000000 Penalty: 5893.137695
	Iteration 0F: 3 clusters Score -1.412389e+07 nChanged 68958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 72494 members 
Entering Unmasked Estep 
Score: -14164192.000000 Penalty: 5893.137695
	Iteration 1F: 3 clusters Score -1.416419e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -14165362.000000 Penalty: 5893.137695
	Iteration 2Q: 3 clusters Score -1.416536e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -14166801.000000 Penalty: 5893.137695
	Iteration 3Q: 3 clusters Score -1.41668e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -14168745.000000 Penalty: 5893.137695
	Iteration 4Q: 3 clusters Score -1.416874e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -14171414.000000 Penalty: 5893.137695
	Iteration 5Q: 3 clusters Score -1.417141e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -14175114.000000 Penalty: 5893.137695
	Iteration 6F: 3 clusters Score -1.417511e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -14180345.000000 Penalty: 5893.137695
	Iteration 7F: 3 clusters Score -1.418034e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -14186968.000000 Penalty: 5893.137695
	Iteration 8F: 3 clusters Score -1.418697e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -14193176.000000 Penalty: 5893.137695
	Iteration 9F: 3 clusters Score -1.419318e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -14196878.000000 Penalty: 5893.137695
	Iteration 10F: 3 clusters Score -1.419688e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -14198525.000000 Penalty: 5893.137695
	Iteration 11Q: 3 clusters Score -1.419852e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -14199585.000000 Penalty: 5893.137695
	Iteration 12Q: 3 clusters Score -1.419958e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -14200531.000000 Penalty: 5893.137695
	Iteration 13Q: 3 clusters Score -1.420053e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -14201456.000000 Penalty: 5893.137695
	Iteration 14Q: 3 clusters Score -1.420146e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -14202297.000000 Penalty: 5893.137695
	Iteration 15Q: 3 clusters Score -1.42023e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -14203086.000000 Penalty: 5893.137695
	Iteration 16Q: 3 clusters Score -1.420309e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -14203810.000000 Penalty: 5893.137695
	Iteration 17Q: 3 clusters Score -1.420381e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -14204516.000000 Penalty: 5893.137695
	Iteration 18Q: 3 clusters Score -1.420452e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -14205140.000000 Penalty: 5893.137695
	Iteration 19Q: 3 clusters Score -1.420514e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -14205727.000000 Penalty: 5893.137695
	Iteration 20F: 3 clusters Score -1.420573e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -14206390.000000 Penalty: 5893.137695
	Iteration 21Q: 3 clusters Score -1.420639e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 113955 members 
Entering Unmasked Estep 
Score: -14206935.000000 Penalty: 5893.137695
	Iteration 22Q: 3 clusters Score -1.420694e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -14207462.000000 Penalty: 5893.137695
	Iteration 23Q: 3 clusters Score -1.420746e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -14208087.000000 Penalty: 5893.137695
	Iteration 24Q: 3 clusters Score -1.420809e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -14208680.000000 Penalty: 5893.137695
	Iteration 25Q: 3 clusters Score -1.420868e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -14209214.000000 Penalty: 5893.137695
	Iteration 26Q: 3 clusters Score -1.420921e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 123393 members 
Entering Unmasked Estep 
Score: -14209796.000000 Penalty: 5893.137695
	Iteration 27Q: 3 clusters Score -1.42098e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -14210408.000000 Penalty: 5893.137695
	Iteration 28Q: 3 clusters Score -1.421041e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 127266 members 
Entering Unmasked Estep 
Score: -14210888.000000 Penalty: 5893.137695
	Iteration 29Q: 3 clusters Score -1.421089e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -14211033.000000 Penalty: 5893.137695
	Iteration 30Q: 3 clusters Score -1.421103e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 131186 members 
Entering Unmasked Estep 
Score: -14211126.000000 Penalty: 5893.137695
	Iteration 31Q: 3 clusters Score -1.421113e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 133138 members 
Entering Unmasked Estep 
Score: -14211405.000000 Penalty: 5893.137695
	Iteration 32Q: 3 clusters Score -1.42114e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 134941 members 
Entering Unmasked Estep 
Score: -14211330.000000 Penalty: 5893.137695
	Iteration 33Q: 3 clusters Score -1.421133e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -14211287.000000 Penalty: 5893.137695
	Iteration 34Q: 3 clusters Score -1.421129e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -14211092.000000 Penalty: 5893.137695
	Iteration 35Q: 3 clusters Score -1.421109e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 139070 members 
Entering Unmasked Estep 
Score: -14210912.000000 Penalty: 5893.137695
	Iteration 36Q: 3 clusters Score -1.421091e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -14210884.000000 Penalty: 5893.137695
	Iteration 37Q: 3 clusters Score -1.421088e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 140859 members 
Entering Unmasked Estep 
Score: -14210845.000000 Penalty: 5893.137695
	Iteration 38Q: 3 clusters Score -1.421084e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -14210721.000000 Penalty: 5893.137695
	Iteration 39Q: 3 clusters Score -1.421072e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 141835 members 
Entering Unmasked Estep 
Score: -14210717.000000 Penalty: 5893.137695
	Iteration 40F: 3 clusters Score -1.421072e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -14210627.000000 Penalty: 5893.137695
	Iteration 41Q: 3 clusters Score -1.421063e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -14210560.000000 Penalty: 5893.137695
	Iteration 42Q: 3 clusters Score -1.421056e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -14210467.000000 Penalty: 5893.137695
	Iteration 43Q: 3 clusters Score -1.421047e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 142990 members 
Entering Unmasked Estep 
Score: -14210423.000000 Penalty: 5893.137695
	Iteration 44Q: 3 clusters Score -1.421042e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 143141 members 
Entering Unmasked Estep 
Score: -14210368.000000 Penalty: 5893.137695
	Iteration 45Q: 3 clusters Score -1.421037e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -14210291.000000 Penalty: 5893.137695
	Iteration 46Q: 3 clusters Score -1.421029e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -14210249.000000 Penalty: 5893.137695
	Iteration 47Q: 3 clusters Score -1.421025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -14210211.000000 Penalty: 5893.137695
	Iteration 48Q: 3 clusters Score -1.421021e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -14210189.000000 Penalty: 5893.137695
	Iteration 49Q: 3 clusters Score -1.421019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 143504 members 
Entering Unmasked Estep 
Score: -14210220.000000 Penalty: 5893.137695
	Iteration 50Q: 3 clusters Score -1.421022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -14210196.000000 Penalty: 5893.137695
	Iteration 51Q: 3 clusters Score -1.42102e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -14210185.000000 Penalty: 5893.137695
	Iteration 52Q: 3 clusters Score -1.421018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -14210188.000000 Penalty: 5893.137695
	Iteration 53Q: 3 clusters Score -1.421019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -14210164.000000 Penalty: 5893.137695
	Iteration 54Q: 3 clusters Score -1.421016e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 143652 members 
Entering Unmasked Estep 
Score: -14210155.000000 Penalty: 5893.137695
	Iteration 55Q: 3 clusters Score -1.421016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 143664 members 
Entering Unmasked Estep 
Score: -14210159.000000 Penalty: 5893.137695
	Iteration 56Q: 3 clusters Score -1.421016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 143678 members 
Entering Unmasked Estep 
Score: -14210153.000000 Penalty: 5893.137695
	Iteration 57Q: 3 clusters Score -1.421015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 143689 members 
Entering Unmasked Estep 
Score: -14210163.000000 Penalty: 5893.137695
	Iteration 58Q: 3 clusters Score -1.421016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -14210134.000000 Penalty: 5893.137695
	Iteration 59Q: 3 clusters Score -1.421013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 143708 members 
Entering Unmasked Estep 
Score: -14210125.000000 Penalty: 5893.137695
	Iteration 60F: 3 clusters Score -1.421012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -14210135.000000 Penalty: 5893.137695
	Iteration 61Q: 3 clusters Score -1.421014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -14210140.000000 Penalty: 5893.137695
	Iteration 62Q: 3 clusters Score -1.421014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 143743 members 
Entering Unmasked Estep 
Score: -14210135.000000 Penalty: 5893.137695
	Iteration 63Q: 3 clusters Score -1.421014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -14210148.000000 Penalty: 5893.137695
	Iteration 64Q: 3 clusters Score -1.421015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 143766 members 
Entering Unmasked Estep 
Score: -14210159.000000 Penalty: 5893.137695
	Iteration 65Q: 3 clusters Score -1.421016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -14210151.000000 Penalty: 5893.137695
	Iteration 66Q: 3 clusters Score -1.421015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 143785 members 
Entering Unmasked Estep 
Score: -14210150.000000 Penalty: 5893.137695
	Iteration 67Q: 3 clusters Score -1.421015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -14210156.000000 Penalty: 5893.137695
	Iteration 68Q: 3 clusters Score -1.421016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 143801 members 
Entering Unmasked Estep 
Score: -14210150.000000 Penalty: 5893.137695
	Iteration 69Q: 3 clusters Score -1.421015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -14210156.000000 Penalty: 5893.137695
	Iteration 70Q: 3 clusters Score -1.421016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 143808 members 
Entering Unmasked Estep 
Score: -14210156.000000 Penalty: 5893.137695
	Iteration 71Q: 3 clusters Score -1.421016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -14210157.000000 Penalty: 5893.137695
	Iteration 72Q: 3 clusters Score -1.421016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -14210160.000000 Penalty: 5893.137695
	Iteration 73Q: 3 clusters Score -1.421016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 143812 members 
Entering Unmasked Estep 
Score: -14210160.000000 Penalty: 5893.137695
	Iteration 74F: 3 clusters Score -1.421016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -894608.437500 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894608.4 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -897557.062500 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897557.1 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -898362.875000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -898362.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -899147.375000 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -899147.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -900053.875000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -900053.9 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -900998.062500 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -900998.1 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -901697.375000 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -901697.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -902141.750000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -902141.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -902407.875000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -902407.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -902551.687500 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -902551.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -902632.000000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -902632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -902675.500000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -902675.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -902703.562500 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -902703.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -902725.187500 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -902725.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -902738.812500 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -902738.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -902752.937500 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902752.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -902758.562500 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902758.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -902764.437500 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902764.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -902767.375000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902767.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -902774.000000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -902773.562500 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -902773.187500 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -902774.562500 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -902774.562500 Penalty: 4640.746094
	Iteration 23F: 3 clusters Score -902774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -112831.648438 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -112831.6 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 663 members 
Entering Unmasked Estep 
Score: -110641.953125 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -110642 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110960.875000 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -110960.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111035.429688 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -111035.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -111085.757812 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -111085.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -111110.945312 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -111110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111125.460938 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -111125.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -111143.101562 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -111143.1 nChanged 10
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: -111154.289062 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -111154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -111163.890625 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -111163.9 nChanged 11
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: -111176.609375 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -111176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -111183.765625 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -111183.8 nChanged 7
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: -111191.984375 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -111192 nChanged 6
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: -111197.695312 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -111197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -111200.820312 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -111200.8 nChanged 5
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: -111205.039062 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -111205 nChanged 3
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: -111207.312500 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -111207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -111209.414062 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -111209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -111212.343750 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -111212.3 nChanged 3
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: -111213.718750 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -111213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111214.429688 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -111214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111214.429688 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -111214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84951 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -13816431.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.381643e+07 nChanged 81160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -13863719.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386372e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -13864825.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.386482e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -13866306.000000 Penalty: 5973.030762
	Iteration 3Q: 3 clusters Score -1.386631e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -13867803.000000 Penalty: 5973.030762
	Iteration 4Q: 3 clusters Score -1.38678e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -13869585.000000 Penalty: 5973.030762
	Iteration 5Q: 3 clusters Score -1.386958e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -13871560.000000 Penalty: 5973.030762
	Iteration 6Q: 3 clusters Score -1.387156e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -13874095.000000 Penalty: 5973.030762
	Iteration 7Q: 3 clusters Score -1.38741e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -13877088.000000 Penalty: 5973.030762
	Iteration 8Q: 3 clusters Score -1.387709e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -13880337.000000 Penalty: 5973.030762
	Iteration 9Q: 3 clusters Score -1.388034e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -13883926.000000 Penalty: 5973.030762
	Iteration 10Q: 3 clusters Score -1.388393e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -13887914.000000 Penalty: 5973.030762
	Iteration 11Q: 3 clusters Score -1.388791e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -13892135.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.389214e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 111219 members 
Entering Unmasked Estep 
Score: -13896426.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.389643e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -13899824.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.389982e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -13902235.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.390224e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -13904173.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.390417e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 128386 members 
Entering Unmasked Estep 
Score: -13906007.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.390601e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -13907834.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.390783e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 137246 members 
Entering Unmasked Estep 
Score: -13909820.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.390982e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 141663 members 
Entering Unmasked Estep 
Score: -13912097.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.39121e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -13914382.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.391438e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 150104 members 
Entering Unmasked Estep 
Score: -13916894.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.391689e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -13919162.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.391916e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 157059 members 
Entering Unmasked Estep 
Score: -13921143.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392114e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -13923026.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.392303e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -13924481.000000 Penalty: 5973.030762
	Iteration 26Q: 3 clusters Score -1.392448e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -13925595.000000 Penalty: 5973.030762
	Iteration 27Q: 3 clusters Score -1.39256e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 164814 members 
Entering Unmasked Estep 
Score: -13926480.000000 Penalty: 5973.030762
	Iteration 28Q: 3 clusters Score -1.392648e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 165616 members 
Entering Unmasked Estep 
Score: -13927062.000000 Penalty: 5973.030762
	Iteration 29Q: 3 clusters Score -1.392706e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 166204 members 
Entering Unmasked Estep 
Score: -13927420.000000 Penalty: 5973.030762
	Iteration 30Q: 3 clusters Score -1.392742e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 166613 members 
Entering Unmasked Estep 
Score: -13927638.000000 Penalty: 5973.030762
	Iteration 31Q: 3 clusters Score -1.392764e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -13927821.000000 Penalty: 5973.030762
	Iteration 32Q: 3 clusters Score -1.392782e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 167083 members 
Entering Unmasked Estep 
Score: -13927919.000000 Penalty: 5973.030762
	Iteration 33Q: 3 clusters Score -1.392792e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 167227 members 
Entering Unmasked Estep 
Score: -13927973.000000 Penalty: 5973.030762
	Iteration 34Q: 3 clusters Score -1.392797e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 167345 members 
Entering Unmasked Estep 
Score: -13928011.000000 Penalty: 5973.030762
	Iteration 35Q: 3 clusters Score -1.392801e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 167418 members 
Entering Unmasked Estep 
Score: -13928018.000000 Penalty: 5973.030762
	Iteration 36Q: 3 clusters Score -1.392802e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -13928047.000000 Penalty: 5973.030762
	Iteration 37Q: 3 clusters Score -1.392805e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 167537 members 
Entering Unmasked Estep 
Score: -13928066.000000 Penalty: 5973.030762
	Iteration 38Q: 3 clusters Score -1.392807e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -13928083.000000 Penalty: 5973.030762
	Iteration 39Q: 3 clusters Score -1.392808e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -13928087.000000 Penalty: 5973.030762
	Iteration 40F: 3 clusters Score -1.392809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -13928088.000000 Penalty: 5973.030762
	Iteration 41Q: 3 clusters Score -1.392809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 167667 members 
Entering Unmasked Estep 
Score: -13928082.000000 Penalty: 5973.030762
	Iteration 42Q: 3 clusters Score -1.392808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -13928080.000000 Penalty: 5973.030762
	Iteration 43Q: 3 clusters Score -1.392808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -13928067.000000 Penalty: 5973.030762
	Iteration 44Q: 3 clusters Score -1.392807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -13928066.000000 Penalty: 5973.030762
	Iteration 45Q: 3 clusters Score -1.392807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -13928071.000000 Penalty: 5973.030762
	Iteration 46Q: 3 clusters Score -1.392807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -13928069.000000 Penalty: 5973.030762
	Iteration 47Q: 3 clusters Score -1.392807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 167745 members 
Entering Unmasked Estep 
Score: -13928071.000000 Penalty: 5973.030762
	Iteration 48Q: 3 clusters Score -1.392807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 167755 members 
Entering Unmasked Estep 
Score: -13928062.000000 Penalty: 5973.030762
	Iteration 49Q: 3 clusters Score -1.392806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 167768 members 
Entering Unmasked Estep 
Score: -13928071.000000 Penalty: 5973.030762
	Iteration 50Q: 3 clusters Score -1.392807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 167778 members 
Entering Unmasked Estep 
Score: -13928067.000000 Penalty: 5973.030762
	Iteration 51Q: 3 clusters Score -1.392807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 167784 members 
Entering Unmasked Estep 
Score: -13928065.000000 Penalty: 5973.030762
	Iteration 52Q: 3 clusters Score -1.392806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 167788 members 
Entering Unmasked Estep 
Score: -13928072.000000 Penalty: 5973.030762
	Iteration 53Q: 3 clusters Score -1.392807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -13928071.000000 Penalty: 5973.030762
	Iteration 54Q: 3 clusters Score -1.392807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -13928083.000000 Penalty: 5973.030762
	Iteration 55Q: 3 clusters Score -1.392808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 167798 members 
Entering Unmasked Estep 
Score: -13928081.000000 Penalty: 5973.030762
	Iteration 56Q: 3 clusters Score -1.392808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 167798 members 
Entering Unmasked Estep 
Score: -13928081.000000 Penalty: 5973.030762
	Iteration 57F: 3 clusters Score -1.392808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111597 members 
Entering Unmasked Estep 
Score: -11761132.000000 Penalty: 2882.416992
	Iteration 0F: 2 clusters Score -1.176113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -11690873.000000 Penalty: 5764.833984
	Iteration 0F: 3 clusters Score -1.169087e+07 nChanged 53159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -11721500.000000 Penalty: 5764.833984
	Iteration 1F: 3 clusters Score -1.17215e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -11722897.000000 Penalty: 5764.833984
	Iteration 2Q: 3 clusters Score -1.17229e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -11724787.000000 Penalty: 5764.833984
	Iteration 3Q: 3 clusters Score -1.172479e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -11727258.000000 Penalty: 5764.833984
	Iteration 4Q: 3 clusters Score -1.172726e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -11730596.000000 Penalty: 5764.833984
	Iteration 5F: 3 clusters Score -1.17306e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -11734787.000000 Penalty: 5764.833984
	Iteration 6F: 3 clusters Score -1.173479e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -11739372.000000 Penalty: 5764.833984
	Iteration 7F: 3 clusters Score -1.173937e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -11743741.000000 Penalty: 5764.833984
	Iteration 8F: 3 clusters Score -1.174374e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -11746879.000000 Penalty: 5764.833984
	Iteration 9F: 3 clusters Score -1.174688e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -11748476.000000 Penalty: 5764.833984
	Iteration 10Q: 3 clusters Score -1.174848e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -11749259.000000 Penalty: 5764.833984
	Iteration 11Q: 3 clusters Score -1.174926e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -11749759.000000 Penalty: 5764.833984
	Iteration 12Q: 3 clusters Score -1.174976e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -11750136.000000 Penalty: 5764.833984
	Iteration 13Q: 3 clusters Score -1.175014e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -11750532.000000 Penalty: 5764.833984
	Iteration 14Q: 3 clusters Score -1.175053e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -11750949.000000 Penalty: 5764.833984
	Iteration 15Q: 3 clusters Score -1.175095e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -11751316.000000 Penalty: 5764.833984
	Iteration 16Q: 3 clusters Score -1.175132e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -11751921.000000 Penalty: 5764.833984
	Iteration 17Q: 3 clusters Score -1.175192e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -11752607.000000 Penalty: 5764.833984
	Iteration 18Q: 3 clusters Score -1.175261e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -11753269.000000 Penalty: 5764.833984
	Iteration 19Q: 3 clusters Score -1.175327e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -11753753.000000 Penalty: 5764.833984
	Iteration 20F: 3 clusters Score -1.175375e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -11754145.000000 Penalty: 5764.833984
	Iteration 21Q: 3 clusters Score -1.175414e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -11754365.000000 Penalty: 5764.833984
	Iteration 22Q: 3 clusters Score -1.175436e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -11754629.000000 Penalty: 5764.833984
	Iteration 23Q: 3 clusters Score -1.175463e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -11754680.000000 Penalty: 5764.833984
	Iteration 24Q: 3 clusters Score -1.175468e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -11754825.000000 Penalty: 5764.833984
	Iteration 25Q: 3 clusters Score -1.175482e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -11755007.000000 Penalty: 5764.833984
	Iteration 26Q: 3 clusters Score -1.175501e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -11755138.000000 Penalty: 5764.833984
	Iteration 27Q: 3 clusters Score -1.175514e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -11755251.000000 Penalty: 5764.833984
	Iteration 28Q: 3 clusters Score -1.175525e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -11755411.000000 Penalty: 5764.833984
	Iteration 29Q: 3 clusters Score -1.175541e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -11755467.000000 Penalty: 5764.833984
	Iteration 30Q: 3 clusters Score -1.175547e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -11755570.000000 Penalty: 5764.833984
	Iteration 31Q: 3 clusters Score -1.175557e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -11755703.000000 Penalty: 5764.833984
	Iteration 32Q: 3 clusters Score -1.17557e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -11755787.000000 Penalty: 5764.833984
	Iteration 33Q: 3 clusters Score -1.175579e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -11755870.000000 Penalty: 5764.833984
	Iteration 34Q: 3 clusters Score -1.175587e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -11755907.000000 Penalty: 5764.833984
	Iteration 35Q: 3 clusters Score -1.175591e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -11755973.000000 Penalty: 5764.833984
	Iteration 36Q: 3 clusters Score -1.175597e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -11755985.000000 Penalty: 5764.833984
	Iteration 37Q: 3 clusters Score -1.175598e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -11756016.000000 Penalty: 5764.833984
	Iteration 38Q: 3 clusters Score -1.175602e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -11756111.000000 Penalty: 5764.833984
	Iteration 39Q: 3 clusters Score -1.175611e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -11756198.000000 Penalty: 5764.833984
	Iteration 40F: 3 clusters Score -1.17562e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -11756328.000000 Penalty: 5764.833984
	Iteration 41Q: 3 clusters Score -1.175633e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -11756411.000000 Penalty: 5764.833984
	Iteration 42Q: 3 clusters Score -1.175641e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -11756390.000000 Penalty: 5764.833984
	Iteration 43Q: 3 clusters Score -1.175639e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -11756441.000000 Penalty: 5764.833984
	Iteration 44Q: 3 clusters Score -1.175644e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -11756570.000000 Penalty: 5764.833984
	Iteration 45Q: 3 clusters Score -1.175657e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -11756711.000000 Penalty: 5764.833984
	Iteration 46Q: 3 clusters Score -1.175671e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.175676e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -11756776.000000 Penalty: 5764.833984
	Iteration 48Q: 3 clusters Score -1.175678e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -11756887.000000 Penalty: 5764.833984
	Iteration 49Q: 3 clusters Score -1.175689e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -11756967.000000 Penalty: 5764.833984
	Iteration 50Q: 3 clusters Score -1.175697e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -11757002.000000 Penalty: 5764.833984
	Iteration 51Q: 3 clusters Score -1.1757e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -11757051.000000 Penalty: 5764.833984
	Iteration 52Q: 3 clusters Score -1.175705e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -11757095.000000 Penalty: 5764.833984
	Iteration 53Q: 3 clusters Score -1.17571e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -11757178.000000 Penalty: 5764.833984
	Iteration 54Q: 3 clusters Score -1.175718e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -11757252.000000 Penalty: 5764.833984
	Iteration 55Q: 3 clusters Score -1.175725e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -11757331.000000 Penalty: 5764.833984
	Iteration 56Q: 3 clusters Score -1.175733e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -11757361.000000 Penalty: 5764.833984
	Iteration 57Q: 3 clusters Score -1.175736e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -11757461.000000 Penalty: 5764.833984
	Iteration 58Q: 3 clusters Score -1.175746e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -11757479.000000 Penalty: 5764.833984
	Iteration 59Q: 3 clusters Score -1.175748e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -11757544.000000 Penalty: 5764.833984
	Iteration 60F: 3 clusters Score -1.175754e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -11757578.000000 Penalty: 5764.833984
	Iteration 61Q: 3 clusters Score -1.175758e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -11757568.000000 Penalty: 5764.833984
	Iteration 62Q: 3 clusters Score -1.175757e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -11757605.000000 Penalty: 5764.833984
	Iteration 63Q: 3 clusters Score -1.17576e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -11757620.000000 Penalty: 5764.833984
	Iteration 64Q: 3 clusters Score -1.175762e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -11757693.000000 Penalty: 5764.833984
	Iteration 65Q: 3 clusters Score -1.175769e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.175769e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.175773e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -11757774.000000 Penalty: 5764.833984
	Iteration 68Q: 3 clusters Score -1.175777e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -11757805.000000 Penalty: 5764.833984
	Iteration 69Q: 3 clusters Score -1.17578e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -11757877.000000 Penalty: 5764.833984
	Iteration 70Q: 3 clusters Score -1.175788e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -11757913.000000 Penalty: 5764.833984
	Iteration 71Q: 3 clusters Score -1.175791e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -11757971.000000 Penalty: 5764.833984
	Iteration 72Q: 3 clusters Score -1.175797e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -11757985.000000 Penalty: 5764.833984
	Iteration 73Q: 3 clusters Score -1.175798e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.175803e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -11758032.000000 Penalty: 5764.833984
	Iteration 75Q: 3 clusters Score -1.175803e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -11758077.000000 Penalty: 5764.833984
	Iteration 76Q: 3 clusters Score -1.175808e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -11758115.000000 Penalty: 5764.833984
	Iteration 77Q: 3 clusters Score -1.175812e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -11758186.000000 Penalty: 5764.833984
	Iteration 78Q: 3 clusters Score -1.175819e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -11758199.000000 Penalty: 5764.833984
	Iteration 79Q: 3 clusters Score -1.17582e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -11758262.000000 Penalty: 5764.833984
	Iteration 80F: 3 clusters Score -1.175826e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -11758295.000000 Penalty: 5764.833984
	Iteration 81Q: 3 clusters Score -1.17583e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -11758309.000000 Penalty: 5764.833984
	Iteration 82Q: 3 clusters Score -1.175831e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -11758338.000000 Penalty: 5764.833984
	Iteration 83Q: 3 clusters Score -1.175834e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -11758337.000000 Penalty: 5764.833984
	Iteration 84Q: 3 clusters Score -1.175834e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -11758375.000000 Penalty: 5764.833984
	Iteration 85Q: 3 clusters Score -1.175838e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -11758396.000000 Penalty: 5764.833984
	Iteration 86Q: 3 clusters Score -1.17584e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -11758368.000000 Penalty: 5764.833984
	Iteration 87Q: 3 clusters Score -1.175837e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.17584e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -11758470.000000 Penalty: 5764.833984
	Iteration 89Q: 3 clusters Score -1.175847e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -11758508.000000 Penalty: 5764.833984
	Iteration 90Q: 3 clusters Score -1.175851e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -11758540.000000 Penalty: 5764.833984
	Iteration 91Q: 3 clusters Score -1.175854e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -11758478.000000 Penalty: 5764.833984
	Iteration 92Q: 3 clusters Score -1.175848e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102306 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -11758506.000000 Penalty: 5764.833984
	Iteration 93Q: 3 clusters Score -1.175851e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -11758509.000000 Penalty: 5764.833984
	Iteration 94Q: 3 clusters Score -1.175851e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -11758557.000000 Penalty: 5764.833984
	Iteration 95Q: 3 clusters Score -1.175856e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -11758589.000000 Penalty: 5764.833984
	Iteration 96Q: 3 clusters Score -1.175859e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -11758587.000000 Penalty: 5764.833984
	Iteration 97Q: 3 clusters Score -1.175859e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -11758588.000000 Penalty: 5764.833984
	Iteration 98Q: 3 clusters Score -1.175859e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -11758580.000000 Penalty: 5764.833984
	Iteration 99Q: 3 clusters Score -1.175858e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -11758592.000000 Penalty: 5764.833984
	Iteration 100F: 3 clusters Score -1.175859e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104058 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -11758600.000000 Penalty: 5764.833984
	Iteration 101Q: 3 clusters Score -1.17586e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -11758603.000000 Penalty: 5764.833984
	Iteration 102Q: 3 clusters Score -1.17586e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -11758596.000000 Penalty: 5764.833984
	Iteration 103Q: 3 clusters Score -1.17586e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.17586e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -11758586.000000 Penalty: 5764.833984
	Iteration 105Q: 3 clusters Score -1.175859e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -11758566.000000 Penalty: 5764.833984
	Iteration 106Q: 3 clusters Score -1.175857e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -11758564.000000 Penalty: 5764.833984
	Iteration 107Q: 3 clusters Score -1.175856e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -11758575.000000 Penalty: 5764.833984
	Iteration 108Q: 3 clusters Score -1.175858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -11758571.000000 Penalty: 5764.833984
	Iteration 109Q: 3 clusters Score -1.175857e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105117 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -11758575.000000 Penalty: 5764.833984
	Iteration 110Q: 3 clusters Score -1.175858e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -11758567.000000 Penalty: 5764.833984
	Iteration 111Q: 3 clusters Score -1.175857e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -11758601.000000 Penalty: 5764.833984
	Iteration 112Q: 3 clusters Score -1.17586e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -11758617.000000 Penalty: 5764.833984
	Iteration 113Q: 3 clusters Score -1.175862e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -11758612.000000 Penalty: 5764.833984
	Iteration 114Q: 3 clusters Score -1.175861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105524 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -11758613.000000 Penalty: 5764.833984
	Iteration 115Q: 3 clusters Score -1.175861e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -11758633.000000 Penalty: 5764.833984
	Iteration 116Q: 3 clusters Score -1.175863e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105654 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -11758654.000000 Penalty: 5764.833984
	Iteration 117Q: 3 clusters Score -1.175865e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -11758623.000000 Penalty: 5764.833984
	Iteration 118Q: 3 clusters Score -1.175862e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105760 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -11758634.000000 Penalty: 5764.833984
	Iteration 119Q: 3 clusters Score -1.175863e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -11758620.000000 Penalty: 5764.833984
	Iteration 120F: 3 clusters Score -1.175862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -11758618.000000 Penalty: 5764.833984
	Iteration 121Q: 3 clusters Score -1.175862e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -11758646.000000 Penalty: 5764.833984
	Iteration 122Q: 3 clusters Score -1.175865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -11758668.000000 Penalty: 5764.833984
	Iteration 123Q: 3 clusters Score -1.175867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -11758679.000000 Penalty: 5764.833984
	Iteration 124Q: 3 clusters Score -1.175868e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106130 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -11758698.000000 Penalty: 5764.833984
	Iteration 125Q: 3 clusters Score -1.17587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -11758703.000000 Penalty: 5764.833984
	Iteration 126Q: 3 clusters Score -1.17587e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -11758697.000000 Penalty: 5764.833984
	Iteration 127Q: 3 clusters Score -1.17587e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -11758729.000000 Penalty: 5764.833984
	Iteration 128Q: 3 clusters Score -1.175873e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106404 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -11758718.000000 Penalty: 5764.833984
	Iteration 129Q: 3 clusters Score -1.175872e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -11758702.000000 Penalty: 5764.833984
	Iteration 130Q: 3 clusters Score -1.17587e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -11758701.000000 Penalty: 5764.833984
	Iteration 131Q: 3 clusters Score -1.17587e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -11758712.000000 Penalty: 5764.833984
	Iteration 132Q: 3 clusters Score -1.175871e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -11758734.000000 Penalty: 5764.833984
	Iteration 133Q: 3 clusters Score -1.175873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -11758717.000000 Penalty: 5764.833984
	Iteration 134Q: 3 clusters Score -1.175872e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -11758712.000000 Penalty: 5764.833984
	Iteration 135Q: 3 clusters Score -1.175871e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -11758711.000000 Penalty: 5764.833984
	Iteration 136Q: 3 clusters Score -1.175871e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -11758723.000000 Penalty: 5764.833984
	Iteration 137Q: 3 clusters Score -1.175872e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -11758731.000000 Penalty: 5764.833984
	Iteration 138Q: 3 clusters Score -1.175873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -11758758.000000 Penalty: 5764.833984
	Iteration 139Q: 3 clusters Score -1.175876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107062 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -11758762.000000 Penalty: 5764.833984
	Iteration 140F: 3 clusters Score -1.175876e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -11758788.000000 Penalty: 5764.833984
	Iteration 141Q: 3 clusters Score -1.175879e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107148 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -11758773.000000 Penalty: 5764.833984
	Iteration 142Q: 3 clusters Score -1.175877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107179 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -11758803.000000 Penalty: 5764.833984
	Iteration 143Q: 3 clusters Score -1.17588e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -11758806.000000 Penalty: 5764.833984
	Iteration 144Q: 3 clusters Score -1.175881e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -11758811.000000 Penalty: 5764.833984
	Iteration 145Q: 3 clusters Score -1.175881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -11758824.000000 Penalty: 5764.833984
	Iteration 146Q: 3 clusters Score -1.175882e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -11758815.000000 Penalty: 5764.833984
	Iteration 147Q: 3 clusters Score -1.175882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -11758820.000000 Penalty: 5764.833984
	Iteration 148Q: 3 clusters Score -1.175882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107357 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -11758827.000000 Penalty: 5764.833984
	Iteration 149Q: 3 clusters Score -1.175883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -11758814.000000 Penalty: 5764.833984
	Iteration 150Q: 3 clusters Score -1.175881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107396 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11758826.000000 Penalty: 5764.833984
	Iteration 151Q: 3 clusters Score -1.175883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -11758806.000000 Penalty: 5764.833984
	Iteration 152Q: 3 clusters Score -1.175881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -11758809.000000 Penalty: 5764.833984
	Iteration 153Q: 3 clusters Score -1.175881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -11758821.000000 Penalty: 5764.833984
	Iteration 154Q: 3 clusters Score -1.175882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -11758829.000000 Penalty: 5764.833984
	Iteration 155Q: 3 clusters Score -1.175883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -11758847.000000 Penalty: 5764.833984
	Iteration 156Q: 3 clusters Score -1.175885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11758838.000000 Penalty: 5764.833984
	Iteration 157Q: 3 clusters Score -1.175884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11758831.000000 Penalty: 5764.833984
	Iteration 158Q: 3 clusters Score -1.175883e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -11758821.000000 Penalty: 5764.833984
	Iteration 159Q: 3 clusters Score -1.175882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -11758822.000000 Penalty: 5764.833984
	Iteration 160F: 3 clusters Score -1.175882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -11758842.000000 Penalty: 5764.833984
	Iteration 161Q: 3 clusters Score -1.175884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -11758829.000000 Penalty: 5764.833984
	Iteration 162Q: 3 clusters Score -1.175883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -11758821.000000 Penalty: 5764.833984
	Iteration 163Q: 3 clusters Score -1.175882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -11758826.000000 Penalty: 5764.833984
	Iteration 164Q: 3 clusters Score -1.175883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -11758821.000000 Penalty: 5764.833984
	Iteration 165Q: 3 clusters Score -1.175882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -11758842.000000 Penalty: 5764.833984
	Iteration 166Q: 3 clusters Score -1.175884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107742 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -11758840.000000 Penalty: 5764.833984
	Iteration 167Q: 3 clusters Score -1.175884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -11758847.000000 Penalty: 5764.833984
	Iteration 168Q: 3 clusters Score -1.175885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -11758843.000000 Penalty: 5764.833984
	Iteration 169Q: 3 clusters Score -1.175884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -11758864.000000 Penalty: 5764.833984
	Iteration 170Q: 3 clusters Score -1.175886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -11758865.000000 Penalty: 5764.833984
	Iteration 171Q: 3 clusters Score -1.175886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -11758868.000000 Penalty: 5764.833984
	Iteration 172Q: 3 clusters Score -1.175887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11758860.000000 Penalty: 5764.833984
	Iteration 173Q: 3 clusters Score -1.175886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -11758867.000000 Penalty: 5764.833984
	Iteration 174Q: 3 clusters Score -1.175887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -11758861.000000 Penalty: 5764.833984
	Iteration 175Q: 3 clusters Score -1.175886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -11758855.000000 Penalty: 5764.833984
	Iteration 176Q: 3 clusters Score -1.175886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -11758841.000000 Penalty: 5764.833984
	Iteration 177Q: 3 clusters Score -1.175884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -11758845.000000 Penalty: 5764.833984
	Iteration 178Q: 3 clusters Score -1.175884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -11758849.000000 Penalty: 5764.833984
	Iteration 179Q: 3 clusters Score -1.175885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -11758847.000000 Penalty: 5764.833984
	Iteration 180F: 3 clusters Score -1.175885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -11758859.000000 Penalty: 5764.833984
	Iteration 181Q: 3 clusters Score -1.175886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -11758864.000000 Penalty: 5764.833984
	Iteration 182Q: 3 clusters Score -1.175886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -11758854.000000 Penalty: 5764.833984
	Iteration 183Q: 3 clusters Score -1.175885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107974 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11758861.000000 Penalty: 5764.833984
	Iteration 184Q: 3 clusters Score -1.175886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -11758848.000000 Penalty: 5764.833984
	Iteration 185Q: 3 clusters Score -1.175885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108002 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -11758856.000000 Penalty: 5764.833984
	Iteration 186Q: 3 clusters Score -1.175886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -11758863.000000 Penalty: 5764.833984
	Iteration 187Q: 3 clusters Score -1.175886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11758852.000000 Penalty: 5764.833984
	Iteration 188Q: 3 clusters Score -1.175885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -11758852.000000 Penalty: 5764.833984
	Iteration 189Q: 3 clusters Score -1.175885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -11758852.000000 Penalty: 5764.833984
	Iteration 190Q: 3 clusters Score -1.175885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -11758866.000000 Penalty: 5764.833984
	Iteration 191Q: 3 clusters Score -1.175887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11758871.000000 Penalty: 5764.833984
	Iteration 192Q: 3 clusters Score -1.175887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -11758852.000000 Penalty: 5764.833984
	Iteration 193Q: 3 clusters Score -1.175885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108092 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -11758864.000000 Penalty: 5764.833984
	Iteration 194Q: 3 clusters Score -1.175886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -11758862.000000 Penalty: 5764.833984
	Iteration 195Q: 3 clusters Score -1.175886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -11758865.000000 Penalty: 5764.833984
	Iteration 196Q: 3 clusters Score -1.175886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -11758862.000000 Penalty: 5764.833984
	Iteration 197Q: 3 clusters Score -1.175886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108120 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -11758864.000000 Penalty: 5764.833984
	Iteration 198Q: 3 clusters Score -1.175886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -11758859.000000 Penalty: 5764.833984
	Iteration 199Q: 3 clusters Score -1.175886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -11758864.000000 Penalty: 5764.833984
	Iteration 200F: 3 clusters Score -1.175886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -11758880.000000 Penalty: 5764.833984
	Iteration 201Q: 3 clusters Score -1.175888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -11758874.000000 Penalty: 5764.833984
	Iteration 202Q: 3 clusters Score -1.175887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -11758883.000000 Penalty: 5764.833984
	Iteration 203Q: 3 clusters Score -1.175888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -11758884.000000 Penalty: 5764.833984
	Iteration 204Q: 3 clusters Score -1.175888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11758870.000000 Penalty: 5764.833984
	Iteration 205Q: 3 clusters Score -1.175887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108143 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -11758874.000000 Penalty: 5764.833984
	Iteration 206Q: 3 clusters Score -1.175887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -11758879.000000 Penalty: 5764.833984
	Iteration 207Q: 3 clusters Score -1.175888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11758883.000000 Penalty: 5764.833984
	Iteration 208Q: 3 clusters Score -1.175888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -11758876.000000 Penalty: 5764.833984
	Iteration 209Q: 3 clusters Score -1.175888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -11758878.000000 Penalty: 5764.833984
	Iteration 210Q: 3 clusters Score -1.175888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -11758873.000000 Penalty: 5764.833984
	Iteration 211Q: 3 clusters Score -1.175887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -11758873.000000 Penalty: 5764.833984
	Iteration 212Q: 3 clusters Score -1.175887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -11758873.000000 Penalty: 5764.833984
	Iteration 213Q: 3 clusters Score -1.175887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11758870.000000 Penalty: 5764.833984
	Iteration 214Q: 3 clusters Score -1.175887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -11758874.000000 Penalty: 5764.833984
	Iteration 215Q: 3 clusters Score -1.175887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -11758877.000000 Penalty: 5764.833984
	Iteration 216Q: 3 clusters Score -1.175888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -11758870.000000 Penalty: 5764.833984
	Iteration 217Q: 3 clusters Score -1.175887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108177 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -11758869.000000 Penalty: 5764.833984
	Iteration 218Q: 3 clusters Score -1.175887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11758868.000000 Penalty: 5764.833984
	Iteration 219Q: 3 clusters Score -1.175887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11758869.000000 Penalty: 5764.833984
	Iteration 220F: 3 clusters Score -1.175887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -11758872.000000 Penalty: 5764.833984
	Iteration 221Q: 3 clusters Score -1.175887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -11758867.000000 Penalty: 5764.833984
	Iteration 222Q: 3 clusters Score -1.175887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -11758864.000000 Penalty: 5764.833984
	Iteration 223Q: 3 clusters Score -1.175886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11758868.000000 Penalty: 5764.833984
	Iteration 224Q: 3 clusters Score -1.175887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -11758866.000000 Penalty: 5764.833984
	Iteration 225Q: 3 clusters Score -1.175887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -11758853.000000 Penalty: 5764.833984
	Iteration 226Q: 3 clusters Score -1.175885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11758853.000000 Penalty: 5764.833984
	Iteration 227Q: 3 clusters Score -1.175885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108237 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -11758861.000000 Penalty: 5764.833984
	Iteration 228Q: 3 clusters Score -1.175886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -11758862.000000 Penalty: 5764.833984
	Iteration 229Q: 3 clusters Score -1.175886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11758863.000000 Penalty: 5764.833984
	Iteration 230Q: 3 clusters Score -1.175886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -11758868.000000 Penalty: 5764.833984
	Iteration 231Q: 3 clusters Score -1.175887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -11758868.000000 Penalty: 5764.833984
	Iteration 232F: 3 clusters Score -1.175887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -905416.437500 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -905416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -896820.562500 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -896820.6 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -899491.250000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -899491.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -899820.000000 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -899820 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -900075.437500 Penalty: 4643.780273
	Iteration 3Q: 3 clusters Score -900075.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -900322.750000 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -900322.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -900561.125000 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -900561.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -900812.875000 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -900812.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -901105.437500 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -901105.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -901375.562500 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -901375.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -901596.562500 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -901596.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -901783.750000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -901783.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -901967.375000 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -901967.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -902109.875000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -902109.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -902207.062500 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -902207.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -902278.375000 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -902278.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -902336.375000 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -902336.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -902395.500000 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -902395.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -902438.687500 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -902438.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -902475.187500 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -902475.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -902510.187500 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -902510.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -902535.000000 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -902535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -902559.687500 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -902559.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -902595.250000 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -902595.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -902624.375000 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -902624.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -902662.187500 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -902662.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -902711.562500 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -902711.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -902757.062500 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -902757.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -902796.187500 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -902796.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -902839.937500 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -902839.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -902878.062500 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -902878.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -902919.437500 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -902919.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -902960.500000 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -902960.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -902998.312500 Penalty: 4643.780273
	Iteration 32Q: 3 clusters Score -902998.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -903035.187500 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -903035.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -903072.937500 Penalty: 4643.780273
	Iteration 34Q: 3 clusters Score -903072.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -903100.312500 Penalty: 4643.780273
	Iteration 35Q: 3 clusters Score -903100.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -903141.500000 Penalty: 4643.780273
	Iteration 36Q: 3 clusters Score -903141.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -903173.562500 Penalty: 4643.780273
	Iteration 37Q: 3 clusters Score -903173.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -903203.437500 Penalty: 4643.780273
	Iteration 38Q: 3 clusters Score -903203.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -903234.000000 Penalty: 4643.780273
	Iteration 39Q: 3 clusters Score -903234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -903261.875000 Penalty: 4643.780273
	Iteration 40F: 3 clusters Score -903261.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -903293.625000 Penalty: 4643.780273
	Iteration 41Q: 3 clusters Score -903293.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -903329.500000 Penalty: 4643.780273
	Iteration 42Q: 3 clusters Score -903329.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -903350.437500 Penalty: 4643.780273
	Iteration 43Q: 3 clusters Score -903350.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -903373.750000 Penalty: 4643.780273
	Iteration 44Q: 3 clusters Score -903373.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -903398.000000 Penalty: 4643.780273
	Iteration 45Q: 3 clusters Score -903398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -903419.000000 Penalty: 4643.780273
	Iteration 46Q: 3 clusters Score -903419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -903441.875000 Penalty: 4643.780273
	Iteration 47Q: 3 clusters Score -903441.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -903465.187500 Penalty: 4643.780273
	Iteration 48Q: 3 clusters Score -903465.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -903487.750000 Penalty: 4643.780273
	Iteration 49Q: 3 clusters Score -903487.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -903505.062500 Penalty: 4643.780273
	Iteration 50Q: 3 clusters Score -903505.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -903519.500000 Penalty: 4643.780273
	Iteration 51Q: 3 clusters Score -903519.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -903533.562500 Penalty: 4643.780273
	Iteration 52Q: 3 clusters Score -903533.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -903546.125000 Penalty: 4643.780273
	Iteration 53Q: 3 clusters Score -903546.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -903558.750000 Penalty: 4643.780273
	Iteration 54Q: 3 clusters Score -903558.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -903575.000000 Penalty: 4643.780273
	Iteration 55Q: 3 clusters Score -903575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -903585.437500 Penalty: 4643.780273
	Iteration 56Q: 3 clusters Score -903585.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -903595.125000 Penalty: 4643.780273
	Iteration 57Q: 3 clusters Score -903595.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -903606.562500 Penalty: 4643.780273
	Iteration 58Q: 3 clusters Score -903606.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -903617.875000 Penalty: 4643.780273
	Iteration 59Q: 3 clusters Score -903617.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -903629.937500 Penalty: 4643.780273
	Iteration 60F: 3 clusters Score -903629.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -903638.000000 Penalty: 4643.780273
	Iteration 61Q: 3 clusters Score -903638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -903642.250000 Penalty: 4643.780273
	Iteration 62Q: 3 clusters Score -903642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -903651.875000 Penalty: 4643.780273
	Iteration 63Q: 3 clusters Score -903651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -903654.750000 Penalty: 4643.780273
	Iteration 64Q: 3 clusters Score -903654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -903662.437500 Penalty: 4643.780273
	Iteration 65Q: 3 clusters Score -903662.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -903667.750000 Penalty: 4643.780273
	Iteration 66Q: 3 clusters Score -903667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -903673.687500 Penalty: 4643.780273
	Iteration 67Q: 3 clusters Score -903673.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -903681.937500 Penalty: 4643.780273
	Iteration 68Q: 3 clusters Score -903681.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -903692.500000 Penalty: 4643.780273
	Iteration 69Q: 3 clusters Score -903692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -903699.000000 Penalty: 4643.780273
	Iteration 70Q: 3 clusters Score -903699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -903707.875000 Penalty: 4643.780273
	Iteration 71Q: 3 clusters Score -903707.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -903714.250000 Penalty: 4643.780273
	Iteration 72Q: 3 clusters Score -903714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -903722.187500 Penalty: 4643.780273
	Iteration 73Q: 3 clusters Score -903722.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -903730.750000 Penalty: 4643.780273
	Iteration 74Q: 3 clusters Score -903730.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -903745.875000 Penalty: 4643.780273
	Iteration 75Q: 3 clusters Score -903745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -903763.625000 Penalty: 4643.780273
	Iteration 76Q: 3 clusters Score -903763.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -903788.000000 Penalty: 4643.780273
	Iteration 77Q: 3 clusters Score -903788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -903826.875000 Penalty: 4643.780273
	Iteration 78Q: 3 clusters Score -903826.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -903869.875000 Penalty: 4643.780273
	Iteration 79Q: 3 clusters Score -903869.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -903924.562500 Penalty: 4643.780273
	Iteration 80F: 3 clusters Score -903924.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -903960.437500 Penalty: 4643.780273
	Iteration 81Q: 3 clusters Score -903960.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -903979.937500 Penalty: 4643.780273
	Iteration 82Q: 3 clusters Score -903979.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -903990.312500 Penalty: 4643.780273
	Iteration 83Q: 3 clusters Score -903990.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -903996.437500 Penalty: 4643.780273
	Iteration 84Q: 3 clusters Score -903996.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -904002.437500 Penalty: 4643.780273
	Iteration 85Q: 3 clusters Score -904002.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -904010.625000 Penalty: 4643.780273
	Iteration 86Q: 3 clusters Score -904010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -904012.187500 Penalty: 4643.780273
	Iteration 87Q: 3 clusters Score -904012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -904017.937500 Penalty: 4643.780273
	Iteration 88Q: 3 clusters Score -904017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -904020.500000 Penalty: 4643.780273
	Iteration 89Q: 3 clusters Score -904020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -904020.750000 Penalty: 4643.780273
	Iteration 90Q: 3 clusters Score -904020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -904022.687500 Penalty: 4643.780273
	Iteration 91Q: 3 clusters Score -904022.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -904026.125000 Penalty: 4643.780273
	Iteration 92Q: 3 clusters Score -904026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -904026.125000 Penalty: 4643.780273
	Iteration 93F: 3 clusters Score -904026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -486928.906250 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486928.9 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -488288.812500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488288.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -488652.406250 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -488652.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -488989.125000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -488989.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -489287.281250 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -489287.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -489545.500000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -489545.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -489726.156250 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -489726.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -489880.375000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -489880.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -490020.343750 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -490020.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -490128.906250 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -490128.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -490218.187500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -490218.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -490296.500000 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -490296.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -490418.500000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -490418.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -490570.531250 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -490570.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -490772.562500 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -490772.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -490998.312500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -490998.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -491233.437500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -491233.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -491420.843750 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -491420.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -491584.843750 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -491584.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -491714.906250 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -491714.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -491828.343750 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -491828.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -491933.843750 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -491933.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -492044.781250 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -492044.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -492146.812500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -492146.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -492215.718750 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -492215.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -492282.937500 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -492282.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -492343.281250 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -492343.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -492390.343750 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -492390.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -492421.343750 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -492421.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -492446.781250 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -492446.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -492463.125000 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -492463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -492471.812500 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -492471.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -492480.906250 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -492480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -492487.281250 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -492487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -492492.843750 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -492492.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -492501.250000 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -492501.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -492505.937500 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -492505.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -492515.406250 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -492515.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -492522.062500 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -492522.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -492531.531250 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -492531.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -492544.500000 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -492544.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -492558.468750 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -492558.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -492567.593750 Penalty: 4347.590332
	Iteration 42Q: 3 clusters Score -492567.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -492585.093750 Penalty: 4347.590332
	Iteration 43Q: 3 clusters Score -492585.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -492596.625000 Penalty: 4347.590332
	Iteration 44Q: 3 clusters Score -492596.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -492613.500000 Penalty: 4347.590332
	Iteration 45Q: 3 clusters Score -492613.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -492638.812500 Penalty: 4347.590332
	Iteration 46Q: 3 clusters Score -492638.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -492667.125000 Penalty: 4347.590332
	Iteration 47Q: 3 clusters Score -492667.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -492683.281250 Penalty: 4347.590332
	Iteration 48Q: 3 clusters Score -492683.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -492689.406250 Penalty: 4347.590332
	Iteration 49Q: 3 clusters Score -492689.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -492693.875000 Penalty: 4347.590332
	Iteration 50Q: 3 clusters Score -492693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -492696.968750 Penalty: 4347.590332
	Iteration 51Q: 3 clusters Score -492697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -492698.906250 Penalty: 4347.590332
	Iteration 52Q: 3 clusters Score -492698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -492701.875000 Penalty: 4347.590332
	Iteration 53Q: 3 clusters Score -492701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -492703.375000 Penalty: 4347.590332
	Iteration 54Q: 3 clusters Score -492703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -492705.562500 Penalty: 4347.590332
	Iteration 55Q: 3 clusters Score -492705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -492707.375000 Penalty: 4347.590332
	Iteration 56Q: 3 clusters Score -492707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -492707.218750 Penalty: 4347.590332
	Iteration 57Q: 3 clusters Score -492707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -492708.437500 Penalty: 4347.590332
	Iteration 58Q: 3 clusters Score -492708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -492708.031250 Penalty: 4347.590332
	Iteration 59Q: 3 clusters Score -492708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -492708.031250 Penalty: 4347.590332
	Iteration 60F: 3 clusters Score -492708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20130 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144542 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111597 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 3628 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120956 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78987 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6574 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98774 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12753 members 
Mstep: Class 78 contains 2780 members 
Entering Unmasked Estep 
Score: -150797904.000000 Penalty: 278393.843750
Splitting cluster 21 changes total score from -150799072.000000 to -150797904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 2690.346436
	Iteration 0F: 2 clusters Score -4197856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4163414.250000 Penalty: 5380.692871
	Iteration 0F: 3 clusters Score -4163414 nChanged 23647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -4176678.000000 Penalty: 5380.692871
	Iteration 1F: 3 clusters Score -4176678 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -4177334.750000 Penalty: 5380.692871
	Iteration 2Q: 3 clusters Score -4177335 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -4178008.250000 Penalty: 5380.692871
	Iteration 3Q: 3 clusters Score -4178008 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4178808.750000 Penalty: 5380.692871
	Iteration 4Q: 3 clusters Score -4178809 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4179752.000000 Penalty: 5380.692871
	Iteration 5Q: 3 clusters Score -4179752 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4180878.500000 Penalty: 5380.692871
	Iteration 6Q: 3 clusters Score -4180878 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4182303.250000 Penalty: 5380.692871
	Iteration 7Q: 3 clusters Score -4182303 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4184203.000000 Penalty: 5380.692871
	Iteration 8F: 3 clusters Score -4184203 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4186405.250000 Penalty: 5380.692871
	Iteration 9F: 3 clusters Score -4186405 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4188739.750000 Penalty: 5380.692871
	Iteration 10F: 3 clusters Score -4188740 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4190878.250000 Penalty: 5380.692871
	Iteration 11F: 3 clusters Score -4190878 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4192795.750000 Penalty: 5380.692871
	Iteration 12Q: 3 clusters Score -4192796 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4194088.500000 Penalty: 5380.692871
	Iteration 13Q: 3 clusters Score -4194088 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4194782.500000 Penalty: 5380.692871
	Iteration 14Q: 3 clusters Score -4194782 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4195108.000000 Penalty: 5380.692871
	Iteration 15Q: 3 clusters Score -4195108 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4195264.500000 Penalty: 5380.692871
	Iteration 16Q: 3 clusters Score -4195264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4195336.500000 Penalty: 5380.692871
	Iteration 17Q: 3 clusters Score -4195336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4195389.500000 Penalty: 5380.692871
	Iteration 18Q: 3 clusters Score -4195390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4195425.000000 Penalty: 5380.692871
	Iteration 19Q: 3 clusters Score -4195425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4195441.500000 Penalty: 5380.692871
	Iteration 20F: 3 clusters Score -4195442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4195450.000000 Penalty: 5380.692871
	Iteration 21Q: 3 clusters Score -4195450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4195460.500000 Penalty: 5380.692871
	Iteration 22Q: 3 clusters Score -4195460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4195471.500000 Penalty: 5380.692871
	Iteration 23Q: 3 clusters Score -4195472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4195490.500000 Penalty: 5380.692871
	Iteration 24Q: 3 clusters Score -4195490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4195505.000000 Penalty: 5380.692871
	Iteration 25Q: 3 clusters Score -4195505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4195515.500000 Penalty: 5380.692871
	Iteration 26Q: 3 clusters Score -4195516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4195517.500000 Penalty: 5380.692871
	Iteration 27Q: 3 clusters Score -4195518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4195519.500000 Penalty: 5380.692871
	Iteration 28Q: 3 clusters Score -4195520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4195519.500000 Penalty: 5380.692871
	Iteration 29F: 3 clusters Score -4195520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -131390.062500 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131390.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131839.421875 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131839.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -131971.578125 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131971.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132068.453125 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -132068.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132114.515625 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132114.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132137.687500 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132137.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -132159.640625 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132159.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -132170.859375 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132180.921875 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132188.343750 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -132190.031250 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -132191.796875 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132195.062500 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132198.359375 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -132198.937500 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -132199.953125 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -132200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132202.062500 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -132202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132202.828125 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -132202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132203.593750 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -132203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132203.593750 Penalty: 3693.216797
	Iteration 19F: 3 clusters Score -132203.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -193392.500000 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193392.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -194050.500000 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -194050.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -194245.359375 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194245.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -194331.312500 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -194331.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -194392.218750 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194392.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -194432.265625 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194432.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194460.468750 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194460.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -194477.953125 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -194493.578125 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -194511.359375 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194511.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194528.265625 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194528.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194541.796875 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -194548.171875 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -194555.968750 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194562.687500 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194562.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194569.140625 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -194578.375000 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -194587.000000 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -194594.171875 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194594.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -194602.218750 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -194606.218750 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194609.296875 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -194613.843750 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194617.171875 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194618.453125 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194618.453125 Penalty: 3885.072510
	Iteration 25F: 3 clusters Score -194618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 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 2011 members 
Entering Unmasked Estep 
Score: -305129.281250 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305129.3 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -305966.531250 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -305966.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -306142.125000 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306142.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -306247.187500 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -306247.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -306312.312500 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306312.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -306363.687500 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306363.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -306409.062500 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306409.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -306453.312500 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306453.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -306487.343750 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306487.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -306519.937500 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306519.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -306553.937500 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306553.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -306587.687500 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -306587.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -306622.687500 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -306622.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -306656.843750 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -306656.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -306694.250000 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -306694.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -306734.125000 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -306734.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -306791.875000 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -306791.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -306840.187500 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -306840.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -306885.093750 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -306885.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -306930.968750 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -306931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -306974.187500 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -306974.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -307019.437500 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -307019.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -307061.500000 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -307061.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -307097.031250 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -307097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -307122.343750 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -307122.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -307153.906250 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -307153.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -307183.156250 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -307183.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -307211.375000 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -307211.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -307231.968750 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -307232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -307244.093750 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -307244.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -307252.437500 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -307252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -307258.531250 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -307258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -307262.218750 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -307262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -307265.312500 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -307265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -307271.625000 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -307271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -307277.000000 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -307277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -307280.875000 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -307280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -307281.750000 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -307281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -307282.531250 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -307282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -307282.531250 Penalty: 4107.986328
	Iteration 39F: 3 clusters Score -307282.5 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: -402247.625000 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -402247.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -398284.093750 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -398284.1 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -399210.937500 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -399210.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -399397.562500 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -399397.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -399509.281250 Penalty: 4136.273926
	Iteration 3Q: 3 clusters Score -399509.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -399591.968750 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -399592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -399664.593750 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -399664.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -399720.312500 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -399720.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -399771.687500 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -399771.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -399831.343750 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -399831.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -399885.875000 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -399885.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399946.187500 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -399946.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -399999.375000 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -399999.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -400041.687500 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -400041.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -400087.250000 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -400087.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -400126.718750 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -400126.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -400156.406250 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -400156.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -400184.343750 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -400184.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -400205.625000 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -400205.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -400220.843750 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -400220.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -400236.593750 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -400236.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -400250.656250 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -400250.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -400262.750000 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -400262.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -400274.750000 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -400274.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -400291.968750 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -400292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -400306.312500 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -400306.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -400314.312500 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -400314.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -400317.687500 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -400317.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -400324.875000 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -400324.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -400332.312500 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -400332.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -400336.718750 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -400336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -400341.656250 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -400341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -400348.468750 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -400348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -400352.343750 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -400352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -400357.250000 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -400357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -400361.281250 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -400361.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -400364.312500 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -400364.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -400368.000000 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -400368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -400369.875000 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -400369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -400370.375000 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -400370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -400372.906250 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -400372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -400372.281250 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -400372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -400372.625000 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -400372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -400372.625000 Penalty: 4136.273926
	Iteration 42F: 3 clusters Score -400372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 2447.871094
	Iteration 0F: 2 clusters Score -1390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1377310.000000 Penalty: 4895.742188
	Iteration 0F: 3 clusters Score -1377310 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1381837.250000 Penalty: 4895.742188
	Iteration 1F: 3 clusters Score -1381837 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1382291.375000 Penalty: 4895.742188
	Iteration 2F: 3 clusters Score -1382291 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1382718.125000 Penalty: 4895.742188
	Iteration 3F: 3 clusters Score -1382718 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1383129.000000 Penalty: 4895.742188
	Iteration 4Q: 3 clusters Score -1383129 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1383524.125000 Penalty: 4895.742188
	Iteration 5Q: 3 clusters Score -1383524 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1383886.375000 Penalty: 4895.742188
	Iteration 6Q: 3 clusters Score -1383886 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1384275.000000 Penalty: 4895.742188
	Iteration 7Q: 3 clusters Score -1384275 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1384709.375000 Penalty: 4895.742188
	Iteration 8Q: 3 clusters Score -1384709 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1385198.375000 Penalty: 4895.742188
	Iteration 9Q: 3 clusters Score -1385198 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1385698.375000 Penalty: 4895.742188
	Iteration 10Q: 3 clusters Score -1385698 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1386236.750000 Penalty: 4895.742188
	Iteration 11Q: 3 clusters Score -1386237 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1386761.000000 Penalty: 4895.742188
	Iteration 12Q: 3 clusters Score -1386761 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1387255.250000 Penalty: 4895.742188
	Iteration 13Q: 3 clusters Score -1387255 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1387691.625000 Penalty: 4895.742188
	Iteration 14Q: 3 clusters Score -1387692 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1388062.500000 Penalty: 4895.742188
	Iteration 15Q: 3 clusters Score -1388062 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1388337.875000 Penalty: 4895.742188
	Iteration 16Q: 3 clusters Score -1388338 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1388537.000000 Penalty: 4895.742188
	Iteration 17Q: 3 clusters Score -1388537 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1388691.875000 Penalty: 4895.742188
	Iteration 18Q: 3 clusters Score -1388692 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1388806.625000 Penalty: 4895.742188
	Iteration 19Q: 3 clusters Score -1388807 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1388874.375000 Penalty: 4895.742188
	Iteration 20F: 3 clusters Score -1388874 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1388928.125000 Penalty: 4895.742188
	Iteration 21Q: 3 clusters Score -1388928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1388962.125000 Penalty: 4895.742188
	Iteration 22Q: 3 clusters Score -1388962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1388996.250000 Penalty: 4895.742188
	Iteration 23Q: 3 clusters Score -1388996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1389015.500000 Penalty: 4895.742188
	Iteration 24Q: 3 clusters Score -1389016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1389036.375000 Penalty: 4895.742188
	Iteration 25Q: 3 clusters Score -1389036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1389058.125000 Penalty: 4895.742188
	Iteration 26Q: 3 clusters Score -1389058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1389074.125000 Penalty: 4895.742188
	Iteration 27Q: 3 clusters Score -1389074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1389087.375000 Penalty: 4895.742188
	Iteration 28Q: 3 clusters Score -1389087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1389091.125000 Penalty: 4895.742188
	Iteration 29Q: 3 clusters Score -1389091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1389097.625000 Penalty: 4895.742188
	Iteration 30Q: 3 clusters Score -1389098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1389102.375000 Penalty: 4895.742188
	Iteration 31Q: 3 clusters Score -1389102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1389109.625000 Penalty: 4895.742188
	Iteration 32Q: 3 clusters Score -1389110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1389112.500000 Penalty: 4895.742188
	Iteration 33Q: 3 clusters Score -1389112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1389117.625000 Penalty: 4895.742188
	Iteration 34Q: 3 clusters Score -1389118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1389124.875000 Penalty: 4895.742188
	Iteration 35Q: 3 clusters Score -1389125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1389130.000000 Penalty: 4895.742188
	Iteration 36Q: 3 clusters Score -1389130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1389137.000000 Penalty: 4895.742188
	Iteration 37Q: 3 clusters Score -1389137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1389140.125000 Penalty: 4895.742188
	Iteration 38Q: 3 clusters Score -1389140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1389141.875000 Penalty: 4895.742188
	Iteration 39Q: 3 clusters Score -1389142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1389142.375000 Penalty: 4895.742188
	Iteration 40F: 3 clusters Score -1389142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1389142.750000 Penalty: 4895.742188
	Iteration 41Q: 3 clusters Score -1389143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1389142.000000 Penalty: 4895.742188
	Iteration 42Q: 3 clusters Score -1389142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1389142.000000 Penalty: 4895.742188
	Iteration 43Q: 3 clusters Score -1389142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1389143.500000 Penalty: 4895.742188
	Iteration 44Q: 3 clusters Score -1389144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1389146.500000 Penalty: 4895.742188
	Iteration 45Q: 3 clusters Score -1389146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1389146.875000 Penalty: 4895.742188
	Iteration 46Q: 3 clusters Score -1389147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1389146.875000 Penalty: 4895.742188
	Iteration 47F: 3 clusters Score -1389147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Entering Unmasked Estep 
Score: -369052.375000 Penalty: 2041.183228
	Iteration 0F: 2 clusters Score -369052.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -365329.625000 Penalty: 4082.366455
	Iteration 0F: 3 clusters Score -365329.6 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -366156.343750 Penalty: 4082.366455
	Iteration 1F: 3 clusters Score -366156.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -366364.187500 Penalty: 4082.366455
	Iteration 2F: 3 clusters Score -366364.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -366511.031250 Penalty: 4082.366455
	Iteration 3F: 3 clusters Score -366511 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -366628.968750 Penalty: 4082.366455
	Iteration 4Q: 3 clusters Score -366629 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -366732.343750 Penalty: 4082.366455
	Iteration 5Q: 3 clusters Score -366732.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -366836.875000 Penalty: 4082.366455
	Iteration 6Q: 3 clusters Score -366836.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -366946.250000 Penalty: 4082.366455
	Iteration 7Q: 3 clusters Score -366946.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -367044.906250 Penalty: 4082.366455
	Iteration 8Q: 3 clusters Score -367044.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -367117.968750 Penalty: 4082.366455
	Iteration 9Q: 3 clusters Score -367118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -367191.218750 Penalty: 4082.366455
	Iteration 10Q: 3 clusters Score -367191.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -367273.781250 Penalty: 4082.366455
	Iteration 11Q: 3 clusters Score -367273.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -367341.593750 Penalty: 4082.366455
	Iteration 12Q: 3 clusters Score -367341.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -367402.125000 Penalty: 4082.366455
	Iteration 13Q: 3 clusters Score -367402.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -367456.687500 Penalty: 4082.366455
	Iteration 14Q: 3 clusters Score -367456.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -367501.500000 Penalty: 4082.366455
	Iteration 15Q: 3 clusters Score -367501.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -367537.875000 Penalty: 4082.366455
	Iteration 16Q: 3 clusters Score -367537.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -367578.125000 Penalty: 4082.366455
	Iteration 17Q: 3 clusters Score -367578.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -367615.781250 Penalty: 4082.366455
	Iteration 18Q: 3 clusters Score -367615.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -367649.968750 Penalty: 4082.366455
	Iteration 19Q: 3 clusters Score -367650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -367668.281250 Penalty: 4082.366455
	Iteration 20F: 3 clusters Score -367668.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -367679.500000 Penalty: 4082.366455
	Iteration 21Q: 3 clusters Score -367679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -367686.625000 Penalty: 4082.366455
	Iteration 22Q: 3 clusters Score -367686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -367692.906250 Penalty: 4082.366455
	Iteration 23Q: 3 clusters Score -367692.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -367704.062500 Penalty: 4082.366455
	Iteration 24Q: 3 clusters Score -367704.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -367719.812500 Penalty: 4082.366455
	Iteration 25Q: 3 clusters Score -367719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -367731.812500 Penalty: 4082.366455
	Iteration 26Q: 3 clusters Score -367731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -367742.500000 Penalty: 4082.366455
	Iteration 27Q: 3 clusters Score -367742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -367748.968750 Penalty: 4082.366455
	Iteration 28Q: 3 clusters Score -367749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -367750.187500 Penalty: 4082.366455
	Iteration 29Q: 3 clusters Score -367750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -367752.562500 Penalty: 4082.366455
	Iteration 30Q: 3 clusters Score -367752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -367754.687500 Penalty: 4082.366455
	Iteration 31Q: 3 clusters Score -367754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -367755.656250 Penalty: 4082.366455
	Iteration 32Q: 3 clusters Score -367755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -367756.250000 Penalty: 4082.366455
	Iteration 33Q: 3 clusters Score -367756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -367756.468750 Penalty: 4082.366455
	Iteration 34Q: 3 clusters Score -367756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -367756.468750 Penalty: 4082.366455
	Iteration 35F: 3 clusters Score -367756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1485238.875000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485239 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1489599.250000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489599 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1489959.000000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489959 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1490254.500000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490254 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1490476.500000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490476 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1490667.750000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490668 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1490808.750000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1490809 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1490925.125000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1490925 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1491022.625000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -1491023 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1491093.625000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -1491094 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1491168.250000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -1491168 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1491246.875000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -1491247 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1491326.125000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -1491326 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1491419.625000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1491420 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1491513.625000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1491514 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1491645.125000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1491645 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1491828.125000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1491828 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1492066.875000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1492067 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1492399.125000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1492399 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1492815.625000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1492816 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1493230.500000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1493230 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1493611.625000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1493612 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1493978.625000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1493979 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1494325.375000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1494325 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1494624.375000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1494624 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1494918.000000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1494918 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1495173.000000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1495173 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1495381.750000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1495382 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1495528.500000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1495528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1495654.750000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1495655 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1495761.750000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1495762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1495831.375000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1495831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1495889.125000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1495889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1495940.500000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1495940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1495985.125000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1495985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1496022.625000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1496023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1496061.875000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1496062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1496090.750000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1496091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1496114.125000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1496114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1496142.500000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1496142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1496162.375000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1496162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1496178.250000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -1496178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1496185.000000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -1496185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1496197.250000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -1496197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1496213.625000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -1496214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1496225.500000 Penalty: 4874.826172
	Iteration 45Q: 3 clusters Score -1496226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1496236.125000 Penalty: 4874.826172
	Iteration 46Q: 3 clusters Score -1496236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1496240.875000 Penalty: 4874.826172
	Iteration 47Q: 3 clusters Score -1496241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1496248.500000 Penalty: 4874.826172
	Iteration 48Q: 3 clusters Score -1496248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1496256.375000 Penalty: 4874.826172
	Iteration 49Q: 3 clusters Score -1496256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1496260.375000 Penalty: 4874.826172
	Iteration 50Q: 3 clusters Score -1496260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1496262.750000 Penalty: 4874.826172
	Iteration 51Q: 3 clusters Score -1496263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1496262.750000 Penalty: 4874.826172
	Iteration 52Q: 3 clusters Score -1496263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1496263.000000 Penalty: 4874.826172
	Iteration 53Q: 3 clusters Score -1496263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1496263.250000 Penalty: 4874.826172
	Iteration 54Q: 3 clusters Score -1496263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1496263.250000 Penalty: 4874.826172
	Iteration 55F: 3 clusters Score -1496263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -946122.312500 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -946122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -938897.750000 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -938897.8 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -940924.937500 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -940924.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -941230.250000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -941230.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -941449.750000 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -941449.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -941637.625000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -941637.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -941833.562500 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -941833.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -942054.500000 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -942054.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -942327.750000 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -942327.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -942617.812500 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -942617.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -942923.562500 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -942923.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -943228.875000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -943228.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -943523.937500 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -943523.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -943807.000000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -943807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -944010.562500 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -944010.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -944163.750000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -944163.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -944269.500000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -944269.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -944351.750000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -944351.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -944415.312500 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -944415.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -944469.125000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -944469.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -944493.812500 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -944493.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -944513.312500 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -944513.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -944527.062500 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -944527.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -944547.312500 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -944547.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -944556.687500 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -944556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -944562.812500 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -944562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -944566.187500 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -944566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -944565.812500 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -944565.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -944567.250000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -944567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -944567.250000 Penalty: 4524.160156
	Iteration 28F: 3 clusters Score -944567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1616198.500000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616198 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1620975.125000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1620975 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1621423.250000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1621423 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1621812.000000 Penalty: 4921.173340
	Iteration 3Q: 3 clusters Score -1621812 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1622200.250000 Penalty: 4921.173340
	Iteration 4Q: 3 clusters Score -1622200 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1622662.875000 Penalty: 4921.173340
	Iteration 5Q: 3 clusters Score -1622663 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1623184.750000 Penalty: 4921.173340
	Iteration 6Q: 3 clusters Score -1623185 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1623868.000000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -1623868 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1624660.500000 Penalty: 4921.173340
	Iteration 8F: 3 clusters Score -1624660 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1625393.500000 Penalty: 4921.173340
	Iteration 9F: 3 clusters Score -1625394 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1626031.875000 Penalty: 4921.173340
	Iteration 10Q: 3 clusters Score -1626032 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1626558.875000 Penalty: 4921.173340
	Iteration 11Q: 3 clusters Score -1626559 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1626940.750000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1626941 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1627250.875000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1627251 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1627456.375000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1627456 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1627614.875000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1627615 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1627714.625000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1627715 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1627810.500000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1627810 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1627887.500000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1627888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1627941.625000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1627942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1627987.625000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1627988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1628037.875000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1628038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1628089.875000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1628090 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1628130.625000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1628131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1628156.500000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1628156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1628179.625000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1628180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1628202.875000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1628203 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1628219.250000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1628219 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1628236.750000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1628237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1628256.750000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1628257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1628273.000000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1628273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1628297.125000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1628297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1628313.500000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1628314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1628335.500000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1628336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1628349.250000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1628349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1628368.500000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1628368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1628378.750000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1628379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1628387.250000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1628387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1628391.750000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1628392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1628395.250000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1628395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1628400.000000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1628400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1628402.500000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -1628402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1628413.625000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -1628414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1628409.875000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -1628410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1628424.875000 Penalty: 4921.173340
	Iteration 44Q: 3 clusters Score -1628425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1628428.000000 Penalty: 4921.173340
	Iteration 45Q: 3 clusters Score -1628428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1628430.000000 Penalty: 4921.173340
	Iteration 46Q: 3 clusters Score -1628430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1628435.625000 Penalty: 4921.173340
	Iteration 47Q: 3 clusters Score -1628436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1628443.750000 Penalty: 4921.173340
	Iteration 48Q: 3 clusters Score -1628444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1628452.875000 Penalty: 4921.173340
	Iteration 49Q: 3 clusters Score -1628453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1628454.000000 Penalty: 4921.173340
	Iteration 50Q: 3 clusters Score -1628454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1628459.625000 Penalty: 4921.173340
	Iteration 51Q: 3 clusters Score -1628460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1628469.125000 Penalty: 4921.173340
	Iteration 52Q: 3 clusters Score -1628469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1628479.500000 Penalty: 4921.173340
	Iteration 53Q: 3 clusters Score -1628480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1628494.875000 Penalty: 4921.173340
	Iteration 54Q: 3 clusters Score -1628495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1628515.625000 Penalty: 4921.173340
	Iteration 55Q: 3 clusters Score -1628516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1628538.875000 Penalty: 4921.173340
	Iteration 56Q: 3 clusters Score -1628539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1628563.250000 Penalty: 4921.173340
	Iteration 57Q: 3 clusters Score -1628563 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1628601.125000 Penalty: 4921.173340
	Iteration 58Q: 3 clusters Score -1628601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1628624.000000 Penalty: 4921.173340
	Iteration 59Q: 3 clusters Score -1628624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1628661.750000 Penalty: 4921.173340
	Iteration 60F: 3 clusters Score -1628662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1628696.750000 Penalty: 4921.173340
	Iteration 61Q: 3 clusters Score -1628697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1628724.375000 Penalty: 4921.173340
	Iteration 62Q: 3 clusters Score -1628724 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1628760.625000 Penalty: 4921.173340
	Iteration 63Q: 3 clusters Score -1628761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1628796.750000 Penalty: 4921.173340
	Iteration 64Q: 3 clusters Score -1628797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1628834.500000 Penalty: 4921.173340
	Iteration 65Q: 3 clusters Score -1628834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1628875.000000 Penalty: 4921.173340
	Iteration 66Q: 3 clusters Score -1628875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1628959.375000 Penalty: 4921.173340
	Iteration 67Q: 3 clusters Score -1628959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1629084.125000 Penalty: 4921.173340
	Iteration 68Q: 3 clusters Score -1629084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1629222.250000 Penalty: 4921.173340
	Iteration 69Q: 3 clusters Score -1629222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1629348.750000 Penalty: 4921.173340
	Iteration 70Q: 3 clusters Score -1629349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1629431.875000 Penalty: 4921.173340
	Iteration 71Q: 3 clusters Score -1629432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1629494.125000 Penalty: 4921.173340
	Iteration 72Q: 3 clusters Score -1629494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1629555.750000 Penalty: 4921.173340
	Iteration 73Q: 3 clusters Score -1629556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1629600.625000 Penalty: 4921.173340
	Iteration 74Q: 3 clusters Score -1629601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1629642.500000 Penalty: 4921.173340
	Iteration 75Q: 3 clusters Score -1629642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1629677.375000 Penalty: 4921.173340
	Iteration 76Q: 3 clusters Score -1629677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1629719.125000 Penalty: 4921.173340
	Iteration 77Q: 3 clusters Score -1629719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1629734.625000 Penalty: 4921.173340
	Iteration 78Q: 3 clusters Score -1629735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1629742.000000 Penalty: 4921.173340
	Iteration 79Q: 3 clusters Score -1629742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1629752.125000 Penalty: 4921.173340
	Iteration 80F: 3 clusters Score -1629752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1629762.750000 Penalty: 4921.173340
	Iteration 81Q: 3 clusters Score -1629763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1629770.875000 Penalty: 4921.173340
	Iteration 82Q: 3 clusters Score -1629771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1629770.375000 Penalty: 4921.173340
	Iteration 83Q: 3 clusters Score -1629770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1629776.250000 Penalty: 4921.173340
	Iteration 84Q: 3 clusters Score -1629776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1629776.875000 Penalty: 4921.173340
	Iteration 85Q: 3 clusters Score -1629777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1629774.500000 Penalty: 4921.173340
	Iteration 86Q: 3 clusters Score -1629774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1629771.375000 Penalty: 4921.173340
	Iteration 87Q: 3 clusters Score -1629771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1629775.000000 Penalty: 4921.173340
	Iteration 88Q: 3 clusters Score -1629775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1629776.875000 Penalty: 4921.173340
	Iteration 89Q: 3 clusters Score -1629777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1629776.875000 Penalty: 4921.173340
	Iteration 90F: 3 clusters Score -1629777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (120956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120956 members 
Entering Unmasked Estep 
Score: -11945828.000000 Penalty: 2902.389160
	Iteration 0F: 2 clusters Score -1.194583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -11864920.000000 Penalty: 5804.778320
	Iteration 0F: 3 clusters Score -1.186492e+07 nChanged 57585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -11898341.000000 Penalty: 5804.778320
	Iteration 1F: 3 clusters Score -1.189834e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -11899894.000000 Penalty: 5804.778320
	Iteration 2Q: 3 clusters Score -1.189989e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -11902270.000000 Penalty: 5804.778320
	Iteration 3Q: 3 clusters Score -1.190227e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -11906308.000000 Penalty: 5804.778320
	Iteration 4F: 3 clusters Score -1.190631e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 83292 members 
Entering Unmasked Estep 
Score: -11912190.000000 Penalty: 5804.778320
	Iteration 5F: 3 clusters Score -1.191219e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -11919529.000000 Penalty: 5804.778320
	Iteration 6F: 3 clusters Score -1.191953e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -11926833.000000 Penalty: 5804.778320
	Iteration 7F: 3 clusters Score -1.192683e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -11932670.000000 Penalty: 5804.778320
	Iteration 8F: 3 clusters Score -1.193267e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -11936879.000000 Penalty: 5804.778320
	Iteration 9Q: 3 clusters Score -1.193688e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -11939442.000000 Penalty: 5804.778320
	Iteration 10Q: 3 clusters Score -1.193944e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -11941020.000000 Penalty: 5804.778320
	Iteration 11Q: 3 clusters Score -1.194102e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -11941882.000000 Penalty: 5804.778320
	Iteration 12Q: 3 clusters Score -1.194188e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -11942418.000000 Penalty: 5804.778320
	Iteration 13Q: 3 clusters Score -1.194242e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -11942757.000000 Penalty: 5804.778320
	Iteration 14Q: 3 clusters Score -1.194276e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -11942933.000000 Penalty: 5804.778320
	Iteration 15Q: 3 clusters Score -1.194293e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -11943038.000000 Penalty: 5804.778320
	Iteration 16Q: 3 clusters Score -1.194304e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -11943093.000000 Penalty: 5804.778320
	Iteration 17Q: 3 clusters Score -1.194309e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -11943161.000000 Penalty: 5804.778320
	Iteration 18Q: 3 clusters Score -1.194316e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 120273 members 
Entering Unmasked Estep 
Score: -11943215.000000 Penalty: 5804.778320
	Iteration 19Q: 3 clusters Score -1.194322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -11943234.000000 Penalty: 5804.778320
	Iteration 20F: 3 clusters Score -1.194323e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 120327 members 
Entering Unmasked Estep 
Score: -11943270.000000 Penalty: 5804.778320
	Iteration 21Q: 3 clusters Score -1.194327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 120349 members 
Entering Unmasked Estep 
Score: -11943295.000000 Penalty: 5804.778320
	Iteration 22Q: 3 clusters Score -1.19433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 120370 members 
Entering Unmasked Estep 
Score: -11943326.000000 Penalty: 5804.778320
	Iteration 23Q: 3 clusters Score -1.194333e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 120389 members 
Entering Unmasked Estep 
Score: -11943339.000000 Penalty: 5804.778320
	Iteration 24Q: 3 clusters Score -1.194334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -11943345.000000 Penalty: 5804.778320
	Iteration 25Q: 3 clusters Score -1.194334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 120409 members 
Entering Unmasked Estep 
Score: -11943341.000000 Penalty: 5804.778320
	Iteration 26Q: 3 clusters Score -1.194334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -11943353.000000 Penalty: 5804.778320
	Iteration 27Q: 3 clusters Score -1.194335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -11943353.000000 Penalty: 5804.778320
	Iteration 28Q: 3 clusters Score -1.194335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 120419 members 
Entering Unmasked Estep 
Score: -11943354.000000 Penalty: 5804.778320
	Iteration 29Q: 3 clusters Score -1.194335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -11943355.000000 Penalty: 5804.778320
	Iteration 30Q: 3 clusters Score -1.194336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -11943354.000000 Penalty: 5804.778320
	Iteration 31Q: 3 clusters Score -1.194335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -11943354.000000 Penalty: 5804.778320
	Iteration 32F: 3 clusters Score -1.194335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Entering Unmasked Estep 
Score: -10016376.000000 Penalty: 2908.008545
	Iteration 0F: 2 clusters Score -1.001638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -9933749.000000 Penalty: 5816.017090
	Iteration 0F: 3 clusters Score -9933749 nChanged 58889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -9967269.000000 Penalty: 5816.017090
	Iteration 1F: 3 clusters Score -9967269 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -9968172.000000 Penalty: 5816.017090
	Iteration 2Q: 3 clusters Score -9968172 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -9968975.000000 Penalty: 5816.017090
	Iteration 3Q: 3 clusters Score -9968975 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -9969878.000000 Penalty: 5816.017090
	Iteration 4Q: 3 clusters Score -9969878 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -9970969.000000 Penalty: 5816.017090
	Iteration 5Q: 3 clusters Score -9970969 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -9972439.000000 Penalty: 5816.017090
	Iteration 6Q: 3 clusters Score -9972439 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -9974178.000000 Penalty: 5816.017090
	Iteration 7Q: 3 clusters Score -9974178 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -9976259.000000 Penalty: 5816.017090
	Iteration 8Q: 3 clusters Score -9976259 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -9978929.000000 Penalty: 5816.017090
	Iteration 9Q: 3 clusters Score -9978929 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -9982264.000000 Penalty: 5816.017090
	Iteration 10Q: 3 clusters Score -9982264 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -9986228.000000 Penalty: 5816.017090
	Iteration 11F: 3 clusters Score -9986228 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -9989782.000000 Penalty: 5816.017090
	Iteration 12Q: 3 clusters Score -9989782 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -9991934.000000 Penalty: 5816.017090
	Iteration 13Q: 3 clusters Score -9991934 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -9992802.000000 Penalty: 5816.017090
	Iteration 14Q: 3 clusters Score -9992802 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -9993321.000000 Penalty: 5816.017090
	Iteration 15Q: 3 clusters Score -9993321 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -9993587.000000 Penalty: 5816.017090
	Iteration 16Q: 3 clusters Score -9993587 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -9993859.000000 Penalty: 5816.017090
	Iteration 17Q: 3 clusters Score -9993859 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -9994198.000000 Penalty: 5816.017090
	Iteration 18Q: 3 clusters Score -9994198 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -9994432.000000 Penalty: 5816.017090
	Iteration 19Q: 3 clusters Score -9994432 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -9994776.000000 Penalty: 5816.017090
	Iteration 20F: 3 clusters Score -9994776 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -9995109.000000 Penalty: 5816.017090
	Iteration 21Q: 3 clusters Score -9995109 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -9995572.000000 Penalty: 5816.017090
	Iteration 22Q: 3 clusters Score -9995572 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -9996090.000000 Penalty: 5816.017090
	Iteration 23Q: 3 clusters Score -9996090 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -9996691.000000 Penalty: 5816.017090
	Iteration 24Q: 3 clusters Score -9996691 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 86113 members 
Entering Unmasked Estep 
Score: -9997252.000000 Penalty: 5816.017090
	Iteration 25Q: 3 clusters Score -9997252 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -9997880.000000 Penalty: 5816.017090
	Iteration 26Q: 3 clusters Score -9997880 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -9998613.000000 Penalty: 5816.017090
	Iteration 27Q: 3 clusters Score -9998613 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -9999415.000000 Penalty: 5816.017090
	Iteration 28Q: 3 clusters Score -9999415 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -10000296.000000 Penalty: 5816.017090
	Iteration 29Q: 3 clusters Score -1.00003e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -10001190.000000 Penalty: 5816.017090
	Iteration 30Q: 3 clusters Score -1.000119e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -10002207.000000 Penalty: 5816.017090
	Iteration 31Q: 3 clusters Score -1.000221e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 102600 members 
Entering Unmasked Estep 
Score: -10003269.000000 Penalty: 5816.017090
	Iteration 32Q: 3 clusters Score -1.000327e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -10004349.000000 Penalty: 5816.017090
	Iteration 33Q: 3 clusters Score -1.000435e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -10005387.000000 Penalty: 5816.017090
	Iteration 34Q: 3 clusters Score -1.000539e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -10006452.000000 Penalty: 5816.017090
	Iteration 35Q: 3 clusters Score -1.000645e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -10007460.000000 Penalty: 5816.017090
	Iteration 36Q: 3 clusters Score -1.000746e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -10008492.000000 Penalty: 5816.017090
	Iteration 37Q: 3 clusters Score -1.000849e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -10009611.000000 Penalty: 5816.017090
	Iteration 38Q: 3 clusters Score -1.000961e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -10010694.000000 Penalty: 5816.017090
	Iteration 39Q: 3 clusters Score -1.001069e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 117102 members 
Entering Unmasked Estep 
Score: -10011632.000000 Penalty: 5816.017090
	Iteration 40F: 3 clusters Score -1.001163e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -10012386.000000 Penalty: 5816.017090
	Iteration 41Q: 3 clusters Score -1.001239e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -10012909.000000 Penalty: 5816.017090
	Iteration 42Q: 3 clusters Score -1.001291e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -10013209.000000 Penalty: 5816.017090
	Iteration 43Q: 3 clusters Score -1.001321e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 119298 members 
Entering Unmasked Estep 
Score: -10013411.000000 Penalty: 5816.017090
	Iteration 44Q: 3 clusters Score -1.001341e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 119605 members 
Entering Unmasked Estep 
Score: -10013535.000000 Penalty: 5816.017090
	Iteration 45Q: 3 clusters Score -1.001354e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 119825 members 
Entering Unmasked Estep 
Score: -10013622.000000 Penalty: 5816.017090
	Iteration 46Q: 3 clusters Score -1.001362e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -10013710.000000 Penalty: 5816.017090
	Iteration 47Q: 3 clusters Score -1.001371e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 120170 members 
Entering Unmasked Estep 
Score: -10013749.000000 Penalty: 5816.017090
	Iteration 48Q: 3 clusters Score -1.001375e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -10013835.000000 Penalty: 5816.017090
	Iteration 49Q: 3 clusters Score -1.001384e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 120440 members 
Entering Unmasked Estep 
Score: -10013834.000000 Penalty: 5816.017090
	Iteration 50Q: 3 clusters Score -1.001383e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -10013865.000000 Penalty: 5816.017090
	Iteration 51Q: 3 clusters Score -1.001386e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -10013899.000000 Penalty: 5816.017090
	Iteration 52Q: 3 clusters Score -1.00139e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -10013886.000000 Penalty: 5816.017090
	Iteration 53Q: 3 clusters Score -1.001389e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -10013884.000000 Penalty: 5816.017090
	Iteration 54Q: 3 clusters Score -1.001388e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -10013898.000000 Penalty: 5816.017090
	Iteration 55Q: 3 clusters Score -1.00139e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 120923 members 
Entering Unmasked Estep 
Score: -10013913.000000 Penalty: 5816.017090
	Iteration 56Q: 3 clusters Score -1.001391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 120963 members 
Entering Unmasked Estep 
Score: -10013906.000000 Penalty: 5816.017090
	Iteration 57Q: 3 clusters Score -1.001391e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 121012 members 
Entering Unmasked Estep 
Score: -10013914.000000 Penalty: 5816.017090
	Iteration 58Q: 3 clusters Score -1.001391e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -10013932.000000 Penalty: 5816.017090
	Iteration 59Q: 3 clusters Score -1.001393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 121084 members 
Entering Unmasked Estep 
Score: -10013940.000000 Penalty: 5816.017090
	Iteration 60F: 3 clusters Score -1.001394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -10013958.000000 Penalty: 5816.017090
	Iteration 61Q: 3 clusters Score -1.001396e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -10013972.000000 Penalty: 5816.017090
	Iteration 62Q: 3 clusters Score -1.001397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -10013976.000000 Penalty: 5816.017090
	Iteration 63Q: 3 clusters Score -1.001398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -10013990.000000 Penalty: 5816.017090
	Iteration 64Q: 3 clusters Score -1.001399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 121262 members 
Entering Unmasked Estep 
Score: -10014011.000000 Penalty: 5816.017090
	Iteration 65Q: 3 clusters Score -1.001401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -10014003.000000 Penalty: 5816.017090
	Iteration 66Q: 3 clusters Score -1.0014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 121308 members 
Entering Unmasked Estep 
Score: -10014003.000000 Penalty: 5816.017090
	Iteration 67Q: 3 clusters Score -1.0014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -10014011.000000 Penalty: 5816.017090
	Iteration 68Q: 3 clusters Score -1.001401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -10014016.000000 Penalty: 5816.017090
	Iteration 69Q: 3 clusters Score -1.001402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 121376 members 
Entering Unmasked Estep 
Score: -10014031.000000 Penalty: 5816.017090
	Iteration 70Q: 3 clusters Score -1.001403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 121393 members 
Entering Unmasked Estep 
Score: -10014035.000000 Penalty: 5816.017090
	Iteration 71Q: 3 clusters Score -1.001404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -10014048.000000 Penalty: 5816.017090
	Iteration 72Q: 3 clusters Score -1.001405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -10014032.000000 Penalty: 5816.017090
	Iteration 73Q: 3 clusters Score -1.001403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 121439 members 
Entering Unmasked Estep 
Score: -10014041.000000 Penalty: 5816.017090
	Iteration 74Q: 3 clusters Score -1.001404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 121454 members 
Entering Unmasked Estep 
Score: -10014048.000000 Penalty: 5816.017090
	Iteration 75Q: 3 clusters Score -1.001405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 121462 members 
Entering Unmasked Estep 
Score: -10014044.000000 Penalty: 5816.017090
	Iteration 76Q: 3 clusters Score -1.001404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
Score: -10014056.000000 Penalty: 5816.017090
	Iteration 77Q: 3 clusters Score -1.001406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 121490 members 
Entering Unmasked Estep 
Score: -10014052.000000 Penalty: 5816.017090
	Iteration 78Q: 3 clusters Score -1.001405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 121497 members 
Entering Unmasked Estep 
Score: -10014062.000000 Penalty: 5816.017090
	Iteration 79Q: 3 clusters Score -1.001406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 121501 members 
Entering Unmasked Estep 
Score: -10014064.000000 Penalty: 5816.017090
	Iteration 80F: 3 clusters Score -1.001406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -10014056.000000 Penalty: 5816.017090
	Iteration 81Q: 3 clusters Score -1.001406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -10014057.000000 Penalty: 5816.017090
	Iteration 82Q: 3 clusters Score -1.001406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -10014056.000000 Penalty: 5816.017090
	Iteration 83Q: 3 clusters Score -1.001406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 121509 members 
Entering Unmasked Estep 
Score: -10014061.000000 Penalty: 5816.017090
	Iteration 84Q: 3 clusters Score -1.001406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -10014065.000000 Penalty: 5816.017090
	Iteration 85Q: 3 clusters Score -1.001406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -10014064.000000 Penalty: 5816.017090
	Iteration 86Q: 3 clusters Score -1.001406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 121518 members 
Entering Unmasked Estep 
Score: -10014060.000000 Penalty: 5816.017090
	Iteration 87Q: 3 clusters Score -1.001406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 121523 members 
Entering Unmasked Estep 
Score: -10014064.000000 Penalty: 5816.017090
	Iteration 88Q: 3 clusters Score -1.001406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -10014072.000000 Penalty: 5816.017090
	Iteration 89Q: 3 clusters Score -1.001407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 121533 members 
Entering Unmasked Estep 
Score: -10014070.000000 Penalty: 5816.017090
	Iteration 90Q: 3 clusters Score -1.001407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -10014062.000000 Penalty: 5816.017090
	Iteration 91Q: 3 clusters Score -1.001406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 121548 members 
Entering Unmasked Estep 
Score: -10014082.000000 Penalty: 5816.017090
	Iteration 92Q: 3 clusters Score -1.001408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 121548 members 
Entering Unmasked Estep 
Score: -10014083.000000 Penalty: 5816.017090
	Iteration 93Q: 3 clusters Score -1.001408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 121552 members 
Entering Unmasked Estep 
Score: -10014088.000000 Penalty: 5816.017090
	Iteration 94Q: 3 clusters Score -1.001409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 121556 members 
Entering Unmasked Estep 
Score: -10014082.000000 Penalty: 5816.017090
	Iteration 95Q: 3 clusters Score -1.001408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -10014078.000000 Penalty: 5816.017090
	Iteration 96Q: 3 clusters Score -1.001408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -10014084.000000 Penalty: 5816.017090
	Iteration 97Q: 3 clusters Score -1.001408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -10014083.000000 Penalty: 5816.017090
	Iteration 98Q: 3 clusters Score -1.001408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -10014086.000000 Penalty: 5816.017090
	Iteration 99Q: 3 clusters Score -1.001409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -10014093.000000 Penalty: 5816.017090
	Iteration 100F: 3 clusters Score -1.001409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 121568 members 
Entering Unmasked Estep 
Score: -10014090.000000 Penalty: 5816.017090
	Iteration 101Q: 3 clusters Score -1.001409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 121571 members 
Entering Unmasked Estep 
Score: -10014093.000000 Penalty: 5816.017090
	Iteration 102Q: 3 clusters Score -1.001409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 121576 members 
Entering Unmasked Estep 
Score: -10014099.000000 Penalty: 5816.017090
	Iteration 103Q: 3 clusters Score -1.00141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 121583 members 
Entering Unmasked Estep 
Score: -10014104.000000 Penalty: 5816.017090
	Iteration 104Q: 3 clusters Score -1.00141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 121589 members 
Entering Unmasked Estep 
Score: -10014099.000000 Penalty: 5816.017090
	Iteration 105Q: 3 clusters Score -1.00141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 121596 members 
Entering Unmasked Estep 
Score: -10014102.000000 Penalty: 5816.017090
	Iteration 106Q: 3 clusters Score -1.00141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -10014100.000000 Penalty: 5816.017090
	Iteration 107Q: 3 clusters Score -1.00141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 121604 members 
Entering Unmasked Estep 
Score: -10014097.000000 Penalty: 5816.017090
	Iteration 108Q: 3 clusters Score -1.00141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -10014095.000000 Penalty: 5816.017090
	Iteration 109Q: 3 clusters Score -1.00141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -10014096.000000 Penalty: 5816.017090
	Iteration 110Q: 3 clusters Score -1.00141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -10014102.000000 Penalty: 5816.017090
	Iteration 111Q: 3 clusters Score -1.00141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -10014104.000000 Penalty: 5816.017090
	Iteration 112Q: 3 clusters Score -1.00141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -10014106.000000 Penalty: 5816.017090
	Iteration 113Q: 3 clusters Score -1.001411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 121622 members 
Entering Unmasked Estep 
Score: -10014109.000000 Penalty: 5816.017090
	Iteration 114Q: 3 clusters Score -1.001411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -10014106.000000 Penalty: 5816.017090
	Iteration 115Q: 3 clusters Score -1.001411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -10014114.000000 Penalty: 5816.017090
	Iteration 116Q: 3 clusters Score -1.001411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -10014114.000000 Penalty: 5816.017090
	Iteration 117F: 3 clusters Score -1.001411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -53512.183594 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -53512.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51824.929688 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51824.93 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52059.527344 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -52059.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52147.105469 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -52147.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52191.250000 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -52191.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52229.843750 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -52229.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52251.121094 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -52251.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52277.132812 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -52277.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52284.570312 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -52284.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52297.281250 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -52297.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52303.957031 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -52303.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52310.945312 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -52310.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52318.246094 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -52318.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52325.535156 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -52325.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52333.511719 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -52333.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52333.964844 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -52333.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52333.964844 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -52333.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -440483.656250 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440483.7 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -441520.843750 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441520.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -441712.281250 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441712.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -441823.062500 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441823.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -441885.875000 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441885.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -441935.000000 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -441935 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -441979.843750 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -441979.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -442016.875000 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442016.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -442048.093750 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442048.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -442081.656250 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442081.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -442115.218750 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442115.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -442145.562500 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442145.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -442173.906250 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442173.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -442203.250000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442203.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -442231.406250 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442231.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -442262.125000 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442262.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -442298.125000 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442298.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -442330.031250 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -442366.812500 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442366.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -442420.437500 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442420.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -442474.687500 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442474.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -442534.468750 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442534.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -442588.375000 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442588.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -442640.562500 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442640.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -442682.031250 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -442729.500000 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442729.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -442781.250000 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442781.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -442838.218750 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442838.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -442886.218750 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -442886.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -442927.531250 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -442927.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -442957.875000 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -442957.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -442981.468750 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -442981.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -443002.312500 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -443002.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -443023.875000 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -443023.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -443050.281250 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -443050.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -443076.968750 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -443077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -443096.000000 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -443096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -443108.343750 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -443108.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -443124.843750 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -443124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -443137.156250 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -443137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -443154.062500 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -443154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -443170.125000 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -443170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -443187.312500 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -443187.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -443200.312500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -443200.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -443222.875000 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -443222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -443243.750000 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -443243.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -443261.750000 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -443261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -443276.343750 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -443276.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -443288.406250 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -443288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -443298.562500 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -443298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -443305.187500 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -443305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -443308.593750 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -443308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -443310.937500 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -443310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -443312.781250 Penalty: 4246.834473
	Iteration 53Q: 3 clusters Score -443312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -443314.000000 Penalty: 4246.834473
	Iteration 54Q: 3 clusters Score -443314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -443314.937500 Penalty: 4246.834473
	Iteration 55Q: 3 clusters Score -443314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -443314.937500 Penalty: 4246.834473
	Iteration 56F: 3 clusters Score -443314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Entering Unmasked Estep 
Score: -8449423.000000 Penalty: 2796.705566
	Iteration 0F: 2 clusters Score -8449423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8397317.000000 Penalty: 5593.411133
	Iteration 0F: 3 clusters Score -8397317 nChanged 37375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8418642.000000 Penalty: 5593.411133
	Iteration 1F: 3 clusters Score -8418642 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -8419349.000000 Penalty: 5593.411133
	Iteration 2Q: 3 clusters Score -8419349 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -8420199.000000 Penalty: 5593.411133
	Iteration 3Q: 3 clusters Score -8420199 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8421290.000000 Penalty: 5593.411133
	Iteration 4Q: 3 clusters Score -8421290 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -8423093.000000 Penalty: 5593.411133
	Iteration 5F: 3 clusters Score -8423093 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -8426026.000000 Penalty: 5593.411133
	Iteration 6F: 3 clusters Score -8426026 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -8430349.000000 Penalty: 5593.411133
	Iteration 7F: 3 clusters Score -8430349 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -8436215.000000 Penalty: 5593.411133
	Iteration 8F: 3 clusters Score -8436215 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -8441290.000000 Penalty: 5593.411133
	Iteration 9F: 3 clusters Score -8441290 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -8444641.000000 Penalty: 5593.411133
	Iteration 10Q: 3 clusters Score -8444641 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -8446100.000000 Penalty: 5593.411133
	Iteration 11Q: 3 clusters Score -8446100 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -8446581.000000 Penalty: 5593.411133
	Iteration 12Q: 3 clusters Score -8446581 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -8446763.000000 Penalty: 5593.411133
	Iteration 13Q: 3 clusters Score -8446763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -8446826.000000 Penalty: 5593.411133
	Iteration 14Q: 3 clusters Score -8446826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -8446896.000000 Penalty: 5593.411133
	Iteration 15Q: 3 clusters Score -8446896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -8446918.000000 Penalty: 5593.411133
	Iteration 16Q: 3 clusters Score -8446918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -8446939.000000 Penalty: 5593.411133
	Iteration 17Q: 3 clusters Score -8446939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -8446943.000000 Penalty: 5593.411133
	Iteration 18Q: 3 clusters Score -8446943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -8446958.000000 Penalty: 5593.411133
	Iteration 19Q: 3 clusters Score -8446958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -8446960.000000 Penalty: 5593.411133
	Iteration 20F: 3 clusters Score -8446960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -8446960.000000 Penalty: 5593.411133
	Iteration 21Q: 3 clusters Score -8446960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -8446963.000000 Penalty: 5593.411133
	Iteration 22Q: 3 clusters Score -8446963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -8446965.000000 Penalty: 5593.411133
	Iteration 23Q: 3 clusters Score -8446965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -8446965.000000 Penalty: 5593.411133
	Iteration 24F: 3 clusters Score -8446965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -3068729.000000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -3068729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3042922.500000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -3042922 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3052304.000000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -3052304 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3052733.250000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -3052733 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3053269.250000 Penalty: 5232.430176
	Iteration 3Q: 3 clusters Score -3053269 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3053809.250000 Penalty: 5232.430176
	Iteration 4Q: 3 clusters Score -3053809 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3054392.500000 Penalty: 5232.430176
	Iteration 5Q: 3 clusters Score -3054392 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3055135.250000 Penalty: 5232.430176
	Iteration 6Q: 3 clusters Score -3055135 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3056024.500000 Penalty: 5232.430176
	Iteration 7Q: 3 clusters Score -3056024 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3057059.750000 Penalty: 5232.430176
	Iteration 8F: 3 clusters Score -3057060 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3058192.750000 Penalty: 5232.430176
	Iteration 9F: 3 clusters Score -3058193 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3059304.000000 Penalty: 5232.430176
	Iteration 10Q: 3 clusters Score -3059304 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3060461.500000 Penalty: 5232.430176
	Iteration 11Q: 3 clusters Score -3060462 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3061666.500000 Penalty: 5232.430176
	Iteration 12Q: 3 clusters Score -3061666 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3062750.750000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -3062751 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3063558.000000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -3063558 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3063998.000000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -3063998 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3064327.000000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -3064327 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3064581.750000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -3064582 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3064779.750000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -3064780 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3064953.000000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -3064953 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3065094.250000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -3065094 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3065211.000000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -3065211 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3065312.500000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -3065312 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3065400.000000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -3065400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3065477.750000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -3065478 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3065565.000000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -3065565 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3065655.500000 Penalty: 5232.430176
	Iteration 26Q: 3 clusters Score -3065656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3065730.000000 Penalty: 5232.430176
	Iteration 27Q: 3 clusters Score -3065730 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3065798.500000 Penalty: 5232.430176
	Iteration 28Q: 3 clusters Score -3065798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3065899.000000 Penalty: 5232.430176
	Iteration 29Q: 3 clusters Score -3065899 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3065997.250000 Penalty: 5232.430176
	Iteration 30Q: 3 clusters Score -3065997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3066083.750000 Penalty: 5232.430176
	Iteration 31Q: 3 clusters Score -3066084 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3066171.000000 Penalty: 5232.430176
	Iteration 32Q: 3 clusters Score -3066171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3066229.750000 Penalty: 5232.430176
	Iteration 33Q: 3 clusters Score -3066230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3066277.750000 Penalty: 5232.430176
	Iteration 34Q: 3 clusters Score -3066278 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3066340.250000 Penalty: 5232.430176
	Iteration 35Q: 3 clusters Score -3066340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3066376.250000 Penalty: 5232.430176
	Iteration 36Q: 3 clusters Score -3066376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3066433.000000 Penalty: 5232.430176
	Iteration 37Q: 3 clusters Score -3066433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3066478.750000 Penalty: 5232.430176
	Iteration 38Q: 3 clusters Score -3066479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3066540.750000 Penalty: 5232.430176
	Iteration 39Q: 3 clusters Score -3066541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3066586.250000 Penalty: 5232.430176
	Iteration 40F: 3 clusters Score -3066586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3066636.000000 Penalty: 5232.430176
	Iteration 41Q: 3 clusters Score -3066636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3066679.000000 Penalty: 5232.430176
	Iteration 42Q: 3 clusters Score -3066679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3066704.500000 Penalty: 5232.430176
	Iteration 43Q: 3 clusters Score -3066704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3066728.250000 Penalty: 5232.430176
	Iteration 44Q: 3 clusters Score -3066728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3066728.250000 Penalty: 5232.430176
	Iteration 45Q: 3 clusters Score -3066728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3066745.500000 Penalty: 5232.430176
	Iteration 46Q: 3 clusters Score -3066746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3066762.500000 Penalty: 5232.430176
	Iteration 47Q: 3 clusters Score -3066762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3066768.250000 Penalty: 5232.430176
	Iteration 48Q: 3 clusters Score -3066768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3066788.250000 Penalty: 5232.430176
	Iteration 49Q: 3 clusters Score -3066788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3066798.750000 Penalty: 5232.430176
	Iteration 50Q: 3 clusters Score -3066799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3066807.250000 Penalty: 5232.430176
	Iteration 51Q: 3 clusters Score -3066807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3066821.500000 Penalty: 5232.430176
	Iteration 52Q: 3 clusters Score -3066822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3066831.000000 Penalty: 5232.430176
	Iteration 53Q: 3 clusters Score -3066831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3066835.750000 Penalty: 5232.430176
	Iteration 54Q: 3 clusters Score -3066836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3066831.750000 Penalty: 5232.430176
	Iteration 55Q: 3 clusters Score -3066832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3066834.000000 Penalty: 5232.430176
	Iteration 56Q: 3 clusters Score -3066834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3066837.750000 Penalty: 5232.430176
	Iteration 57Q: 3 clusters Score -3066838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3066839.000000 Penalty: 5232.430176
	Iteration 58Q: 3 clusters Score -3066839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3066843.750000 Penalty: 5232.430176
	Iteration 59Q: 3 clusters Score -3066844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3066848.000000 Penalty: 5232.430176
	Iteration 60F: 3 clusters Score -3066848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3066849.500000 Penalty: 5232.430176
	Iteration 61Q: 3 clusters Score -3066850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3066849.000000 Penalty: 5232.430176
	Iteration 62Q: 3 clusters Score -3066849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3066847.750000 Penalty: 5232.430176
	Iteration 63Q: 3 clusters Score -3066848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3066843.250000 Penalty: 5232.430176
	Iteration 64Q: 3 clusters Score -3066843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3066843.250000 Penalty: 5232.430176
	Iteration 65F: 3 clusters Score -3066843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -294001.843750 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -294001.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -294783.718750 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294783.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -294940.937500 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -294940.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -295051.062500 Penalty: 4085.527100
	Iteration 3Q: 3 clusters Score -295051.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -295120.031250 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -295176.812500 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295176.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -295231.000000 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295231 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -295280.312500 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295280.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -295326.031250 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -295375.062500 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295375.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -295419.750000 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295419.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -295468.437500 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295468.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -295507.312500 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295507.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -295542.406250 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295542.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -295574.937500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -295574.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -295600.218750 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -295600.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -295631.593750 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -295631.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -295665.718750 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -295665.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -295704.906250 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -295704.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -295730.781250 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -295730.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -295757.562500 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -295757.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -295783.625000 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -295783.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -295812.625000 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -295812.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -295833.562500 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -295833.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -295852.343750 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -295852.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -295874.812500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -295874.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -295887.843750 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -295887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -295901.906250 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -295901.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -295918.093750 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -295918.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -295934.187500 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -295934.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -295944.750000 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -295944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -295955.250000 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -295955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -295961.656250 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -295961.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -295964.968750 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -295965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -295969.843750 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -295969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -295973.312500 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -295973.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -295977.468750 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -295977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -295980.937500 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -295980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -295984.437500 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -295984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -295989.125000 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -295989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -295994.281250 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -295994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -295996.875000 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -295996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -295999.812500 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -295999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -296001.406250 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -296001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -296001.593750 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -296001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -296001.937500 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -296001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -296001.937500 Penalty: 4085.527100
	Iteration 46F: 3 clusters Score -296001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -2681179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2658030.750000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -2658031 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2666380.250000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -2666380 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2666886.250000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -2666886 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2667387.500000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -2667388 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2667887.500000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -2667888 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2668494.000000 Penalty: 5175.102539
	Iteration 5Q: 3 clusters Score -2668494 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2669253.000000 Penalty: 5175.102539
	Iteration 6Q: 3 clusters Score -2669253 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2670235.500000 Penalty: 5175.102539
	Iteration 7Q: 3 clusters Score -2670236 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2671407.750000 Penalty: 5175.102539
	Iteration 8F: 3 clusters Score -2671408 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2672775.750000 Penalty: 5175.102539
	Iteration 9F: 3 clusters Score -2672776 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2674157.500000 Penalty: 5175.102539
	Iteration 10F: 3 clusters Score -2674158 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2675158.750000 Penalty: 5175.102539
	Iteration 11F: 3 clusters Score -2675159 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2675795.500000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -2675796 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2676103.000000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -2676103 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2676289.500000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -2676290 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2676426.750000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -2676427 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2676554.000000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -2676554 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2676648.750000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -2676649 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2676771.500000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -2676772 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2676878.500000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -2676878 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2676980.750000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -2676981 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2677065.000000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -2677065 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2677147.500000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -2677148 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2677209.000000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -2677209 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2677275.250000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -2677275 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2677374.500000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -2677374 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2677454.000000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -2677454 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2677540.750000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -2677541 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2677600.000000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -2677600 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2677662.750000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -2677663 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2677735.000000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -2677735 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2677798.500000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -2677798 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2677859.500000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -2677860 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2677919.750000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -2677920 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2677970.250000 Penalty: 5175.102539
	Iteration 34Q: 3 clusters Score -2677970 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2678027.750000 Penalty: 5175.102539
	Iteration 35Q: 3 clusters Score -2678028 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2678085.750000 Penalty: 5175.102539
	Iteration 36Q: 3 clusters Score -2678086 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2678128.750000 Penalty: 5175.102539
	Iteration 37Q: 3 clusters Score -2678129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2678168.250000 Penalty: 5175.102539
	Iteration 38Q: 3 clusters Score -2678168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2678209.000000 Penalty: 5175.102539
	Iteration 39Q: 3 clusters Score -2678209 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2678237.250000 Penalty: 5175.102539
	Iteration 40F: 3 clusters Score -2678237 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -2678294.750000 Penalty: 5175.102539
	Iteration 41Q: 3 clusters Score -2678295 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2678327.250000 Penalty: 5175.102539
	Iteration 42Q: 3 clusters Score -2678327 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2678357.750000 Penalty: 5175.102539
	Iteration 43Q: 3 clusters Score -2678358 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2678377.500000 Penalty: 5175.102539
	Iteration 44Q: 3 clusters Score -2678378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2678418.500000 Penalty: 5175.102539
	Iteration 45Q: 3 clusters Score -2678418 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2678470.500000 Penalty: 5175.102539
	Iteration 46Q: 3 clusters Score -2678470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -2678515.750000 Penalty: 5175.102539
	Iteration 47Q: 3 clusters Score -2678516 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2678556.750000 Penalty: 5175.102539
	Iteration 48Q: 3 clusters Score -2678557 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -2678606.750000 Penalty: 5175.102539
	Iteration 49Q: 3 clusters Score -2678607 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2678645.500000 Penalty: 5175.102539
	Iteration 50Q: 3 clusters Score -2678646 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2678693.250000 Penalty: 5175.102539
	Iteration 51Q: 3 clusters Score -2678693 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2678741.000000 Penalty: 5175.102539
	Iteration 52Q: 3 clusters Score -2678741 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2678765.750000 Penalty: 5175.102539
	Iteration 53Q: 3 clusters Score -2678766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2678800.500000 Penalty: 5175.102539
	Iteration 54Q: 3 clusters Score -2678800 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -2678837.750000 Penalty: 5175.102539
	Iteration 55Q: 3 clusters Score -2678838 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2678882.500000 Penalty: 5175.102539
	Iteration 56Q: 3 clusters Score -2678882 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2678934.750000 Penalty: 5175.102539
	Iteration 57Q: 3 clusters Score -2678935 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -2678988.750000 Penalty: 5175.102539
	Iteration 58Q: 3 clusters Score -2678989 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2679013.750000 Penalty: 5175.102539
	Iteration 59Q: 3 clusters Score -2679014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -2679051.500000 Penalty: 5175.102539
	Iteration 60F: 3 clusters Score -2679052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2679073.500000 Penalty: 5175.102539
	Iteration 61Q: 3 clusters Score -2679074 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -2679098.750000 Penalty: 5175.102539
	Iteration 62Q: 3 clusters Score -2679099 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2679129.500000 Penalty: 5175.102539
	Iteration 63Q: 3 clusters Score -2679130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -2679161.250000 Penalty: 5175.102539
	Iteration 64Q: 3 clusters Score -2679161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -2679184.500000 Penalty: 5175.102539
	Iteration 65Q: 3 clusters Score -2679184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2679204.750000 Penalty: 5175.102539
	Iteration 66Q: 3 clusters Score -2679205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -2679219.500000 Penalty: 5175.102539
	Iteration 67Q: 3 clusters Score -2679220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -2679244.000000 Penalty: 5175.102539
	Iteration 68Q: 3 clusters Score -2679244 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2679257.750000 Penalty: 5175.102539
	Iteration 69Q: 3 clusters Score -2679258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -2679273.000000 Penalty: 5175.102539
	Iteration 70Q: 3 clusters Score -2679273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -2679282.250000 Penalty: 5175.102539
	Iteration 71Q: 3 clusters Score -2679282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2679294.250000 Penalty: 5175.102539
	Iteration 72Q: 3 clusters Score -2679294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2679294.000000 Penalty: 5175.102539
	Iteration 73Q: 3 clusters Score -2679294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -2679311.000000 Penalty: 5175.102539
	Iteration 74Q: 3 clusters Score -2679311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2679318.500000 Penalty: 5175.102539
	Iteration 75Q: 3 clusters Score -2679318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -2679326.750000 Penalty: 5175.102539
	Iteration 76Q: 3 clusters Score -2679327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -2679329.500000 Penalty: 5175.102539
	Iteration 77Q: 3 clusters Score -2679330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -2679342.250000 Penalty: 5175.102539
	Iteration 78Q: 3 clusters Score -2679342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -2679346.500000 Penalty: 5175.102539
	Iteration 79Q: 3 clusters Score -2679346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -2679354.750000 Penalty: 5175.102539
	Iteration 80F: 3 clusters Score -2679355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -2679355.250000 Penalty: 5175.102539
	Iteration 81Q: 3 clusters Score -2679355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -2679355.500000 Penalty: 5175.102539
	Iteration 82Q: 3 clusters Score -2679356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2679362.000000 Penalty: 5175.102539
	Iteration 83Q: 3 clusters Score -2679362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -2679369.500000 Penalty: 5175.102539
	Iteration 84Q: 3 clusters Score -2679370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -2679369.500000 Penalty: 5175.102539
	Iteration 85Q: 3 clusters Score -2679370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2679373.500000 Penalty: 5175.102539
	Iteration 86Q: 3 clusters Score -2679374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -2679380.000000 Penalty: 5175.102539
	Iteration 87Q: 3 clusters Score -2679380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -2679384.500000 Penalty: 5175.102539
	Iteration 88Q: 3 clusters Score -2679384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -2679382.750000 Penalty: 5175.102539
	Iteration 89Q: 3 clusters Score -2679383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -2679386.000000 Penalty: 5175.102539
	Iteration 90Q: 3 clusters Score -2679386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -2679389.250000 Penalty: 5175.102539
	Iteration 91Q: 3 clusters Score -2679389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2679390.000000 Penalty: 5175.102539
	Iteration 92Q: 3 clusters Score -2679390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -2679393.000000 Penalty: 5175.102539
	Iteration 93Q: 3 clusters Score -2679393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -2679400.500000 Penalty: 5175.102539
	Iteration 94Q: 3 clusters Score -2679400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -2679395.500000 Penalty: 5175.102539
	Iteration 95Q: 3 clusters Score -2679396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -2679402.250000 Penalty: 5175.102539
	Iteration 96Q: 3 clusters Score -2679402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -2679404.250000 Penalty: 5175.102539
	Iteration 97Q: 3 clusters Score -2679404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -2679403.750000 Penalty: 5175.102539
	Iteration 98Q: 3 clusters Score -2679404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -2679413.000000 Penalty: 5175.102539
	Iteration 99Q: 3 clusters Score -2679413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -2679412.500000 Penalty: 5175.102539
	Iteration 100F: 3 clusters Score -2679412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -2679421.250000 Penalty: 5175.102539
	Iteration 101Q: 3 clusters Score -2679421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -2679424.750000 Penalty: 5175.102539
	Iteration 102Q: 3 clusters Score -2679425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -2679430.000000 Penalty: 5175.102539
	Iteration 103Q: 3 clusters Score -2679430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -2679439.500000 Penalty: 5175.102539
	Iteration 104Q: 3 clusters Score -2679440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -2679445.250000 Penalty: 5175.102539
	Iteration 105Q: 3 clusters Score -2679445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -2679459.500000 Penalty: 5175.102539
	Iteration 106Q: 3 clusters Score -2679460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -2679450.500000 Penalty: 5175.102539
	Iteration 107Q: 3 clusters Score -2679450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -2679459.000000 Penalty: 5175.102539
	Iteration 108Q: 3 clusters Score -2679459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -2679465.750000 Penalty: 5175.102539
	Iteration 109Q: 3 clusters Score -2679466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2679494.750000 Penalty: 5175.102539
	Iteration 110Q: 3 clusters Score -2679495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -2679501.750000 Penalty: 5175.102539
	Iteration 111Q: 3 clusters Score -2679502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2679522.500000 Penalty: 5175.102539
	Iteration 112Q: 3 clusters Score -2679522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -2679526.000000 Penalty: 5175.102539
	Iteration 113Q: 3 clusters Score -2679526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -2679532.750000 Penalty: 5175.102539
	Iteration 114Q: 3 clusters Score -2679533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -2679555.000000 Penalty: 5175.102539
	Iteration 115Q: 3 clusters Score -2679555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -2679568.500000 Penalty: 5175.102539
	Iteration 116Q: 3 clusters Score -2679568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -2679578.250000 Penalty: 5175.102539
	Iteration 117Q: 3 clusters Score -2679578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2679590.000000 Penalty: 5175.102539
	Iteration 118Q: 3 clusters Score -2679590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -2679601.500000 Penalty: 5175.102539
	Iteration 119Q: 3 clusters Score -2679602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -2679617.750000 Penalty: 5175.102539
	Iteration 120F: 3 clusters Score -2679618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2679624.000000 Penalty: 5175.102539
	Iteration 121Q: 3 clusters Score -2679624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2679637.500000 Penalty: 5175.102539
	Iteration 122Q: 3 clusters Score -2679638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -2679645.000000 Penalty: 5175.102539
	Iteration 123Q: 3 clusters Score -2679645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -2679653.000000 Penalty: 5175.102539
	Iteration 124Q: 3 clusters Score -2679653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -2679672.500000 Penalty: 5175.102539
	Iteration 125Q: 3 clusters Score -2679672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -2679677.750000 Penalty: 5175.102539
	Iteration 126Q: 3 clusters Score -2679678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -2679693.250000 Penalty: 5175.102539
	Iteration 127Q: 3 clusters Score -2679693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -2679700.750000 Penalty: 5175.102539
	Iteration 128Q: 3 clusters Score -2679701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -2679707.500000 Penalty: 5175.102539
	Iteration 129Q: 3 clusters Score -2679708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -2679711.750000 Penalty: 5175.102539
	Iteration 130Q: 3 clusters Score -2679712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -2679718.000000 Penalty: 5175.102539
	Iteration 131Q: 3 clusters Score -2679718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2679733.000000 Penalty: 5175.102539
	Iteration 132Q: 3 clusters Score -2679733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -2679736.250000 Penalty: 5175.102539
	Iteration 133Q: 3 clusters Score -2679736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -2679741.000000 Penalty: 5175.102539
	Iteration 134Q: 3 clusters Score -2679741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -2679747.750000 Penalty: 5175.102539
	Iteration 135Q: 3 clusters Score -2679748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -2679743.000000 Penalty: 5175.102539
	Iteration 136Q: 3 clusters Score -2679743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -2679748.500000 Penalty: 5175.102539
	Iteration 137Q: 3 clusters Score -2679748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -2679753.000000 Penalty: 5175.102539
	Iteration 138Q: 3 clusters Score -2679753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -2679758.500000 Penalty: 5175.102539
	Iteration 139Q: 3 clusters Score -2679758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -2679756.500000 Penalty: 5175.102539
	Iteration 140F: 3 clusters Score -2679756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -2679755.000000 Penalty: 5175.102539
	Iteration 141Q: 3 clusters Score -2679755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -2679757.750000 Penalty: 5175.102539
	Iteration 142Q: 3 clusters Score -2679758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -2679757.000000 Penalty: 5175.102539
	Iteration 143Q: 3 clusters Score -2679757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -2679754.250000 Penalty: 5175.102539
	Iteration 144Q: 3 clusters Score -2679754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -2679755.750000 Penalty: 5175.102539
	Iteration 145Q: 3 clusters Score -2679756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -2679758.250000 Penalty: 5175.102539
	Iteration 146Q: 3 clusters Score -2679758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -2679759.250000 Penalty: 5175.102539
	Iteration 147Q: 3 clusters Score -2679759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2679763.250000 Penalty: 5175.102539
	Iteration 148Q: 3 clusters Score -2679763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -2679761.750000 Penalty: 5175.102539
	Iteration 149Q: 3 clusters Score -2679762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -2679763.750000 Penalty: 5175.102539
	Iteration 150Q: 3 clusters Score -2679764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -2679763.750000 Penalty: 5175.102539
	Iteration 151F: 3 clusters Score -2679764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -215178.203125 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215178.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -215875.921875 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215875.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -216102.281250 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -216102.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -216296.453125 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -216296.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -216495.937500 Penalty: 3969.999512
	Iteration 4F: 3 clusters Score -216495.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -216635.218750 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216635.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -216757.609375 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216757.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -216824.750000 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216824.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -216880.953125 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -216919.453125 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216919.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -216946.953125 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -216947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -216966.484375 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -216966.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -216984.390625 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -216984.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -216995.921875 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -216995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -217004.125000 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -217004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -217011.609375 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -217011.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -217017.875000 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -217017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -217024.281250 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -217024.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -217030.468750 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -217030.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -217033.515625 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -217033.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -217037.046875 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -217037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217039.609375 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -217039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -217041.671875 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -217041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -217043.140625 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -217043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -217043.140625 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -217045.171875 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -217047.046875 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -217049.843750 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -217049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -217051.968750 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -217052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -217054.328125 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -217054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -217055.296875 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -217055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -217058.156250 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -217058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -217061.625000 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -217061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -217065.312500 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -217065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -217070.015625 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -217070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -217073.937500 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -217073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -217076.265625 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -217076.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -217081.234375 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -217081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -217088.390625 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -217088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -217091.640625 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -217091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -217094.390625 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -217094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -217096.656250 Penalty: 3969.999512
	Iteration 41Q: 3 clusters Score -217096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -217101.046875 Penalty: 3969.999512
	Iteration 42Q: 3 clusters Score -217101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -217105.281250 Penalty: 3969.999512
	Iteration 43Q: 3 clusters Score -217105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -217106.453125 Penalty: 3969.999512
	Iteration 44Q: 3 clusters Score -217106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -217106.453125 Penalty: 3969.999512
	Iteration 45F: 3 clusters Score -217106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -169179.625000 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169179.6 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -169823.468750 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169823.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -170051.859375 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -170051.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -170260.593750 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -170260.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -170471.062500 Penalty: 3887.427002
	Iteration 4F: 3 clusters Score -170471.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -170651.156250 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -170651.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -170855.171875 Penalty: 3887.427002
	Iteration 6F: 3 clusters Score -170855.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -171056.703125 Penalty: 3887.427002
	Iteration 7F: 3 clusters Score -171056.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -171207.609375 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -171207.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -171287.125000 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -171287.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -171315.578125 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -171315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -171331.000000 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -171331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -171341.312500 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -171341.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -171346.156250 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -171346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -171347.937500 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -171347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -171349.781250 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -171349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -171352.687500 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -171352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -171356.250000 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -171356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -171358.390625 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -171358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -171359.968750 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -171360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -171362.187500 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -171362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -171364.015625 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -171364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -171365.250000 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -171365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -171369.640625 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -171369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -171372.234375 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -171372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -171373.093750 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -171373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -171373.093750 Penalty: 3887.427002
	Iteration 26F: 3 clusters Score -171373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -458711.843750 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458711.8 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -459956.468750 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -459956.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -460238.906250 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460238.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -460434.781250 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -460434.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -460588.500000 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460588.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -460698.656250 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460698.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -460801.750000 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -460801.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -460918.343750 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -460918.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -461044.218750 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -461044.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -461173.375000 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -461173.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -461300.687500 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -461300.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -461399.062500 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461399.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -461502.656250 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461502.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -461587.312500 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461587.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -461659.031250 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461659 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -461722.562500 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461722.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -461771.062500 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461771.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -461818.406250 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461818.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -461862.375000 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461862.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -461897.250000 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461897.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -461937.625000 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -461937.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -461974.093750 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -461974.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -462016.875000 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -462016.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -462049.343750 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -462049.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -462077.187500 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -462077.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -462091.625000 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -462091.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -462109.000000 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -462109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -462121.031250 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -462121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -462137.625000 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -462137.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -462153.062500 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -462153.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -462165.875000 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -462165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -462176.375000 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -462176.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -462189.937500 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -462189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -462203.312500 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -462203.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -462212.843750 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -462212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -462222.875000 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -462222.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -462231.406250 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -462231.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -462239.343750 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -462239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -462252.437500 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -462252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -462260.625000 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -462260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -462268.218750 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -462268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -462274.937500 Penalty: 4308.050293
	Iteration 41Q: 3 clusters Score -462274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -462284.281250 Penalty: 4308.050293
	Iteration 42Q: 3 clusters Score -462284.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -462290.687500 Penalty: 4308.050293
	Iteration 43Q: 3 clusters Score -462290.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -462298.625000 Penalty: 4308.050293
	Iteration 44Q: 3 clusters Score -462298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -462301.906250 Penalty: 4308.050293
	Iteration 45Q: 3 clusters Score -462301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -462303.875000 Penalty: 4308.050293
	Iteration 46Q: 3 clusters Score -462303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -462307.125000 Penalty: 4308.050293
	Iteration 47Q: 3 clusters Score -462307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -462308.312500 Penalty: 4308.050293
	Iteration 48Q: 3 clusters Score -462308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -462313.468750 Penalty: 4308.050293
	Iteration 49Q: 3 clusters Score -462313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -462315.312500 Penalty: 4308.050293
	Iteration 50Q: 3 clusters Score -462315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -462317.812500 Penalty: 4308.050293
	Iteration 51Q: 3 clusters Score -462317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -462319.031250 Penalty: 4308.050293
	Iteration 52Q: 3 clusters Score -462319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -462320.187500 Penalty: 4308.050293
	Iteration 53Q: 3 clusters Score -462320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -462320.187500 Penalty: 4308.050293
	Iteration 54F: 3 clusters Score -462320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -475202.562500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475202.6 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -476748.937500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476748.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -477099.000000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -477099 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -477374.125000 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477374.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -477603.406250 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -477603.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -477818.843750 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -477818.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -477995.875000 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -477995.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -478143.312500 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -478143.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -478264.656250 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -478264.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -478368.125000 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -478368.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -478457.468750 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -478457.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -478537.687500 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -478537.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -478630.625000 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -478630.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -478695.937500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -478695.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -478732.656250 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -478732.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -478768.375000 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -478768.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -478795.937500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -478795.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -478821.531250 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -478821.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -478844.750000 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -478844.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -478865.687500 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -478865.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -478883.125000 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -478883.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -478906.968750 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -478907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -478934.187500 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -478934.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -478959.687500 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -478959.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -478981.562500 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -478981.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -479002.562500 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -479002.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -479018.000000 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -479018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -479033.343750 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -479033.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -479043.500000 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -479043.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -479055.187500 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -479055.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -479062.562500 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -479062.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -479072.062500 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -479072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -479083.531250 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -479083.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -479105.562500 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -479105.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -479122.437500 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -479122.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -479141.250000 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -479141.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -479164.937500 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -479164.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -479196.406250 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -479196.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -479219.375000 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -479219.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -479246.468750 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -479246.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -479265.250000 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -479265.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -479287.468750 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -479287.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -479312.093750 Penalty: 4348.672363
	Iteration 42Q: 3 clusters Score -479312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -479327.125000 Penalty: 4348.672363
	Iteration 43Q: 3 clusters Score -479327.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -479335.562500 Penalty: 4348.672363
	Iteration 44Q: 3 clusters Score -479335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -479341.125000 Penalty: 4348.672363
	Iteration 45Q: 3 clusters Score -479341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -479346.812500 Penalty: 4348.672363
	Iteration 46Q: 3 clusters Score -479346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -479351.843750 Penalty: 4348.672363
	Iteration 47Q: 3 clusters Score -479351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -479355.937500 Penalty: 4348.672363
	Iteration 48Q: 3 clusters Score -479355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -479359.343750 Penalty: 4348.672363
	Iteration 49Q: 3 clusters Score -479359.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -479363.468750 Penalty: 4348.672363
	Iteration 50Q: 3 clusters Score -479363.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -479365.656250 Penalty: 4348.672363
	Iteration 51Q: 3 clusters Score -479365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -479368.687500 Penalty: 4348.672363
	Iteration 52Q: 3 clusters Score -479368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -479369.656250 Penalty: 4348.672363
	Iteration 53Q: 3 clusters Score -479369.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -479372.125000 Penalty: 4348.672363
	Iteration 54Q: 3 clusters Score -479372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -479373.687500 Penalty: 4348.672363
	Iteration 55Q: 3 clusters Score -479373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -479375.312500 Penalty: 4348.672363
	Iteration 56Q: 3 clusters Score -479375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -479376.125000 Penalty: 4348.672363
	Iteration 57Q: 3 clusters Score -479376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -479376.125000 Penalty: 4348.672363
	Iteration 58F: 3 clusters Score -479376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67245.820312 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67245.82 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -67574.335938 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67574.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67660.453125 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67660.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67696.445312 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67696.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67717.625000 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67717.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67739.796875 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67761.195312 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67788.546875 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67788.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67804.867188 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67804.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67814.531250 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -67814.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67825.273438 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -67825.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67831.898438 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -67831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67839.171875 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -67839.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67846.812500 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -67846.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67856.992188 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -67856.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67868.281250 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -67868.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67877.531250 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -67877.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67887.226562 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -67887.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67892.250000 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -67892.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67900.023438 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -67900.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67905.179688 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -67905.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67913.273438 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -67913.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67924.804688 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -67924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67931.945312 Penalty: 3469.445801
	Iteration 23Q: 3 clusters Score -67931.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67936.882812 Penalty: 3469.445801
	Iteration 24Q: 3 clusters Score -67936.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67940.773438 Penalty: 3469.445801
	Iteration 25Q: 3 clusters Score -67940.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67947.914062 Penalty: 3469.445801
	Iteration 26Q: 3 clusters Score -67947.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67949.968750 Penalty: 3469.445801
	Iteration 27Q: 3 clusters Score -67949.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67949.968750 Penalty: 3469.445801
	Iteration 28F: 3 clusters Score -67949.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Entering Unmasked Estep 
Score: -10252762.000000 Penalty: 2914.930420
	Iteration 0F: 2 clusters Score -1.025276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 63689 members 
Entering Unmasked Estep 
Score: -10167591.000000 Penalty: 5829.860840
	Iteration 0F: 3 clusters Score -1.016759e+07 nChanged 60653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -10202214.000000 Penalty: 5829.860840
	Iteration 1F: 3 clusters Score -1.020221e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -10202969.000000 Penalty: 5829.860840
	Iteration 2Q: 3 clusters Score -1.020297e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -10203758.000000 Penalty: 5829.860840
	Iteration 3Q: 3 clusters Score -1.020376e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -10204482.000000 Penalty: 5829.860840
	Iteration 4Q: 3 clusters Score -1.020448e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -10205416.000000 Penalty: 5829.860840
	Iteration 5Q: 3 clusters Score -1.020542e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -10206443.000000 Penalty: 5829.860840
	Iteration 6Q: 3 clusters Score -1.020644e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -10207846.000000 Penalty: 5829.860840
	Iteration 7Q: 3 clusters Score -1.020785e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -10209835.000000 Penalty: 5829.860840
	Iteration 8Q: 3 clusters Score -1.020984e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -10212850.000000 Penalty: 5829.860840
	Iteration 9Q: 3 clusters Score -1.021285e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -10217586.000000 Penalty: 5829.860840
	Iteration 10F: 3 clusters Score -1.021759e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -10224384.000000 Penalty: 5829.860840
	Iteration 11F: 3 clusters Score -1.022438e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -10232378.000000 Penalty: 5829.860840
	Iteration 12F: 3 clusters Score -1.023238e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -10239976.000000 Penalty: 5829.860840
	Iteration 13F: 3 clusters Score -1.023998e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 120975 members 
Entering Unmasked Estep 
Score: -10245113.000000 Penalty: 5829.860840
	Iteration 14Q: 3 clusters Score -1.024511e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 124157 members 
Entering Unmasked Estep 
Score: -10247879.000000 Penalty: 5829.860840
	Iteration 15Q: 3 clusters Score -1.024788e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 125687 members 
Entering Unmasked Estep 
Score: -10249122.000000 Penalty: 5829.860840
	Iteration 16Q: 3 clusters Score -1.024912e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -10249593.000000 Penalty: 5829.860840
	Iteration 17Q: 3 clusters Score -1.024959e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 126632 members 
Entering Unmasked Estep 
Score: -10249864.000000 Penalty: 5829.860840
	Iteration 18Q: 3 clusters Score -1.024986e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 126748 members 
Entering Unmasked Estep 
Score: -10249993.000000 Penalty: 5829.860840
	Iteration 19Q: 3 clusters Score -1.024999e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -10250075.000000 Penalty: 5829.860840
	Iteration 20F: 3 clusters Score -1.025008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 126835 members 
Entering Unmasked Estep 
Score: -10250127.000000 Penalty: 5829.860840
	Iteration 21Q: 3 clusters Score -1.025013e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 126861 members 
Entering Unmasked Estep 
Score: -10250168.000000 Penalty: 5829.860840
	Iteration 22Q: 3 clusters Score -1.025017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -10250182.000000 Penalty: 5829.860840
	Iteration 23Q: 3 clusters Score -1.025018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -10250198.000000 Penalty: 5829.860840
	Iteration 24Q: 3 clusters Score -1.02502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -10250211.000000 Penalty: 5829.860840
	Iteration 25Q: 3 clusters Score -1.025021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 126904 members 
Entering Unmasked Estep 
Score: -10250221.000000 Penalty: 5829.860840
	Iteration 26Q: 3 clusters Score -1.025022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -10250228.000000 Penalty: 5829.860840
	Iteration 27Q: 3 clusters Score -1.025023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -10250223.000000 Penalty: 5829.860840
	Iteration 28Q: 3 clusters Score -1.025022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -10250226.000000 Penalty: 5829.860840
	Iteration 29Q: 3 clusters Score -1.025023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -10250227.000000 Penalty: 5829.860840
	Iteration 30Q: 3 clusters Score -1.025023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -10250245.000000 Penalty: 5829.860840
	Iteration 31Q: 3 clusters Score -1.025024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -10250252.000000 Penalty: 5829.860840
	Iteration 32Q: 3 clusters Score -1.025025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 126919 members 
Entering Unmasked Estep 
Score: -10250257.000000 Penalty: 5829.860840
	Iteration 33Q: 3 clusters Score -1.025026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 126920 members 
Entering Unmasked Estep 
Score: -10250253.000000 Penalty: 5829.860840
	Iteration 34Q: 3 clusters Score -1.025025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 126923 members 
Entering Unmasked Estep 
Score: -10250252.000000 Penalty: 5829.860840
	Iteration 35Q: 3 clusters Score -1.025025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 126924 members 
Entering Unmasked Estep 
Score: -10250260.000000 Penalty: 5829.860840
	Iteration 36Q: 3 clusters Score -1.025026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 126925 members 
Entering Unmasked Estep 
Score: -10250258.000000 Penalty: 5829.860840
	Iteration 37Q: 3 clusters Score -1.025026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 126925 members 
Entering Unmasked Estep 
Score: -10250258.000000 Penalty: 5829.860840
	Iteration 38F: 3 clusters Score -1.025026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -104517.414062 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104517.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104972.593750 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -104972.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105135.468750 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105135.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -105246.992188 Penalty: 3685.336670
	Iteration 3F: 3 clusters Score -105247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -105317.335938 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -105317.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105363.335938 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105363.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105396.437500 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105396.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105423.937500 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105423.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105450.164062 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -105463.875000 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105475.789062 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105475.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105488.007812 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -105498.742188 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105498.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105505.304688 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105505.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105510.640625 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105518.468750 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105525.507812 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -105531.531250 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -105531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -105537.460938 Penalty: 3685.336670
	Iteration 18Q: 3 clusters Score -105537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -105543.429688 Penalty: 3685.336670
	Iteration 19Q: 3 clusters Score -105543.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105548.351562 Penalty: 3685.336670
	Iteration 20F: 3 clusters Score -105548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105553.515625 Penalty: 3685.336670
	Iteration 21Q: 3 clusters Score -105553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105557.718750 Penalty: 3685.336670
	Iteration 22Q: 3 clusters Score -105557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105564.085938 Penalty: 3685.336670
	Iteration 23Q: 3 clusters Score -105564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105573.968750 Penalty: 3685.336670
	Iteration 24Q: 3 clusters Score -105574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105583.632812 Penalty: 3685.336670
	Iteration 25Q: 3 clusters Score -105583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -105601.015625 Penalty: 3685.336670
	Iteration 26Q: 3 clusters Score -105601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105613.968750 Penalty: 3685.336670
	Iteration 27Q: 3 clusters Score -105614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -105623.328125 Penalty: 3685.336670
	Iteration 28Q: 3 clusters Score -105623.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105629.132812 Penalty: 3685.336670
	Iteration 29Q: 3 clusters Score -105629.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105637.289062 Penalty: 3685.336670
	Iteration 30Q: 3 clusters Score -105637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -105647.015625 Penalty: 3685.336670
	Iteration 31Q: 3 clusters Score -105647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -105653.460938 Penalty: 3685.336670
	Iteration 32Q: 3 clusters Score -105653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -105657.453125 Penalty: 3685.336670
	Iteration 33Q: 3 clusters Score -105657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105661.601562 Penalty: 3685.336670
	Iteration 34Q: 3 clusters Score -105661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105664.554688 Penalty: 3685.336670
	Iteration 35Q: 3 clusters Score -105664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105669.750000 Penalty: 3685.336670
	Iteration 36Q: 3 clusters Score -105669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105674.132812 Penalty: 3685.336670
	Iteration 37Q: 3 clusters Score -105674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105682.023438 Penalty: 3685.336670
	Iteration 38Q: 3 clusters Score -105682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105687.703125 Penalty: 3685.336670
	Iteration 39Q: 3 clusters Score -105687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105690.023438 Penalty: 3685.336670
	Iteration 40F: 3 clusters Score -105690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -105694.898438 Penalty: 3685.336670
	Iteration 41Q: 3 clusters Score -105694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -105696.515625 Penalty: 3685.336670
	Iteration 42Q: 3 clusters Score -105696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105699.304688 Penalty: 3685.336670
	Iteration 43Q: 3 clusters Score -105699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -105702.960938 Penalty: 3685.336670
	Iteration 44Q: 3 clusters Score -105703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105704.078125 Penalty: 3685.336670
	Iteration 45Q: 3 clusters Score -105704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105707.601562 Penalty: 3685.336670
	Iteration 46Q: 3 clusters Score -105707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105708.375000 Penalty: 3685.336670
	Iteration 47Q: 3 clusters Score -105708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -105708.375000 Penalty: 3685.336670
	Iteration 48F: 3 clusters Score -105708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1517263.500000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517264 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1522274.500000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522274 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1522983.250000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1522983 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1523606.625000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -1523607 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1524207.000000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -1524207 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1524774.000000 Penalty: 4931.321289
	Iteration 5F: 3 clusters Score -1524774 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1525309.125000 Penalty: 4931.321289
	Iteration 6F: 3 clusters Score -1525309 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1525779.250000 Penalty: 4931.321289
	Iteration 7Q: 3 clusters Score -1525779 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1526223.250000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -1526223 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1526649.125000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1526649 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1527101.250000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1527101 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1527619.250000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1527619 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1528222.625000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1528223 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1528831.125000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1528831 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1529421.375000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1529421 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1529843.500000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1529844 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1530100.125000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1530100 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1530239.750000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1530240 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1530330.250000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1530330 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1530400.000000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1530400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1530457.375000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1530457 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -1530502.250000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1530502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1530559.125000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1530559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1530596.250000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1530596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1530622.375000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1530622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1530639.375000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1530639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1530643.500000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1530644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1530649.250000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1530649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1530651.875000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1530655.875000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1530657.375000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1530656.500000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -1530656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1530660.375000 Penalty: 4931.321289
	Iteration 32Q: 3 clusters Score -1530660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1530658.000000 Penalty: 4931.321289
	Iteration 33Q: 3 clusters Score -1530658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1530661.250000 Penalty: 4931.321289
	Iteration 34Q: 3 clusters Score -1530661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1530662.875000 Penalty: 4931.321289
	Iteration 35Q: 3 clusters Score -1530663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1530663.125000 Penalty: 4931.321289
	Iteration 36Q: 3 clusters Score -1530663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1530667.500000 Penalty: 4931.321289
	Iteration 37Q: 3 clusters Score -1530668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1530667.875000 Penalty: 4931.321289
	Iteration 38Q: 3 clusters Score -1530668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1530671.000000 Penalty: 4931.321289
	Iteration 39Q: 3 clusters Score -1530671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1530671.500000 Penalty: 4931.321289
	Iteration 40F: 3 clusters Score -1530672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -1530677.500000 Penalty: 4931.321289
	Iteration 41Q: 3 clusters Score -1530678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1530681.500000 Penalty: 4931.321289
	Iteration 42Q: 3 clusters Score -1530682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1530689.750000 Penalty: 4931.321289
	Iteration 43Q: 3 clusters Score -1530690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1530692.250000 Penalty: 4931.321289
	Iteration 44Q: 3 clusters Score -1530692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1530695.375000 Penalty: 4931.321289
	Iteration 45Q: 3 clusters Score -1530695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1530693.875000 Penalty: 4931.321289
	Iteration 46Q: 3 clusters Score -1530694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1530692.500000 Penalty: 4931.321289
	Iteration 47Q: 3 clusters Score -1530692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1530695.125000 Penalty: 4931.321289
	Iteration 48Q: 3 clusters Score -1530695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1530696.375000 Penalty: 4931.321289
	Iteration 49Q: 3 clusters Score -1530696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1530695.125000 Penalty: 4931.321289
	Iteration 50Q: 3 clusters Score -1530695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1530693.250000 Penalty: 4931.321289
	Iteration 51Q: 3 clusters Score -1530693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1530693.500000 Penalty: 4931.321289
	Iteration 52Q: 3 clusters Score -1530694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1530694.125000 Penalty: 4931.321289
	Iteration 53Q: 3 clusters Score -1530694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1530696.375000 Penalty: 4931.321289
	Iteration 54Q: 3 clusters Score -1530696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1530698.500000 Penalty: 4931.321289
	Iteration 55Q: 3 clusters Score -1530698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1530702.875000 Penalty: 4931.321289
	Iteration 56Q: 3 clusters Score -1530703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1530700.625000 Penalty: 4931.321289
	Iteration 57Q: 3 clusters Score -1530701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1530703.375000 Penalty: 4931.321289
	Iteration 58Q: 3 clusters Score -1530703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1530706.125000 Penalty: 4931.321289
	Iteration 59Q: 3 clusters Score -1530706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1530709.000000 Penalty: 4931.321289
	Iteration 60F: 3 clusters Score -1530709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1530712.375000 Penalty: 4931.321289
	Iteration 61Q: 3 clusters Score -1530712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1530712.625000 Penalty: 4931.321289
	Iteration 62Q: 3 clusters Score -1530713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1530715.375000 Penalty: 4931.321289
	Iteration 63Q: 3 clusters Score -1530715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1530717.750000 Penalty: 4931.321289
	Iteration 64Q: 3 clusters Score -1530718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1530717.375000 Penalty: 4931.321289
	Iteration 65Q: 3 clusters Score -1530717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1530719.250000 Penalty: 4931.321289
	Iteration 66Q: 3 clusters Score -1530719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1530717.875000 Penalty: 4931.321289
	Iteration 67Q: 3 clusters Score -1530718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1530721.500000 Penalty: 4931.321289
	Iteration 68Q: 3 clusters Score -1530722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1530721.875000 Penalty: 4931.321289
	Iteration 69Q: 3 clusters Score -1530722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1530720.000000 Penalty: 4931.321289
	Iteration 70Q: 3 clusters Score -1530720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1530724.250000 Penalty: 4931.321289
	Iteration 71Q: 3 clusters Score -1530724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1530724.875000 Penalty: 4931.321289
	Iteration 72Q: 3 clusters Score -1530725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1530725.375000 Penalty: 4931.321289
	Iteration 73Q: 3 clusters Score -1530725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1530725.875000 Penalty: 4931.321289
	Iteration 74Q: 3 clusters Score -1530726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1530725.500000 Penalty: 4931.321289
	Iteration 75Q: 3 clusters Score -1530726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1530726.875000 Penalty: 4931.321289
	Iteration 76Q: 3 clusters Score -1530727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1530727.500000 Penalty: 4931.321289
	Iteration 77Q: 3 clusters Score -1530728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1530727.000000 Penalty: 4931.321289
	Iteration 78Q: 3 clusters Score -1530727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1530727.500000 Penalty: 4931.321289
	Iteration 79Q: 3 clusters Score -1530728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1530728.000000 Penalty: 4931.321289
	Iteration 80F: 3 clusters Score -1530728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1530729.250000 Penalty: 4931.321289
	Iteration 81Q: 3 clusters Score -1530729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1530731.000000 Penalty: 4931.321289
	Iteration 82Q: 3 clusters Score -1530731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1530729.625000 Penalty: 4931.321289
	Iteration 83Q: 3 clusters Score -1530730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1530731.125000 Penalty: 4931.321289
	Iteration 84Q: 3 clusters Score -1530731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1530733.500000 Penalty: 4931.321289
	Iteration 85Q: 3 clusters Score -1530734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1530733.750000 Penalty: 4931.321289
	Iteration 86Q: 3 clusters Score -1530734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1530733.750000 Penalty: 4931.321289
	Iteration 87F: 3 clusters Score -1530734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -525280.312500 Penalty: 2140.059326
	Iteration 0F: 2 clusters Score -525280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -520409.468750 Penalty: 4280.118652
	Iteration 0F: 3 clusters Score -520409.5 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -521666.156250 Penalty: 4280.118652
	Iteration 1F: 3 clusters Score -521666.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -521927.250000 Penalty: 4280.118652
	Iteration 2F: 3 clusters Score -521927.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -522092.406250 Penalty: 4280.118652
	Iteration 3F: 3 clusters Score -522092.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -522224.718750 Penalty: 4280.118652
	Iteration 4Q: 3 clusters Score -522224.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -522324.781250 Penalty: 4280.118652
	Iteration 5Q: 3 clusters Score -522324.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -522413.906250 Penalty: 4280.118652
	Iteration 6Q: 3 clusters Score -522413.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -522510.656250 Penalty: 4280.118652
	Iteration 7Q: 3 clusters Score -522510.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -522594.562500 Penalty: 4280.118652
	Iteration 8Q: 3 clusters Score -522594.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -522673.562500 Penalty: 4280.118652
	Iteration 9Q: 3 clusters Score -522673.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -522768.937500 Penalty: 4280.118652
	Iteration 10Q: 3 clusters Score -522768.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -522866.968750 Penalty: 4280.118652
	Iteration 11Q: 3 clusters Score -522867 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -522951.500000 Penalty: 4280.118652
	Iteration 12Q: 3 clusters Score -522951.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -523032.250000 Penalty: 4280.118652
	Iteration 13Q: 3 clusters Score -523032.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -523098.875000 Penalty: 4280.118652
	Iteration 14Q: 3 clusters Score -523098.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -523151.593750 Penalty: 4280.118652
	Iteration 15Q: 3 clusters Score -523151.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -523201.625000 Penalty: 4280.118652
	Iteration 16Q: 3 clusters Score -523201.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -523247.312500 Penalty: 4280.118652
	Iteration 17Q: 3 clusters Score -523247.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -523284.718750 Penalty: 4280.118652
	Iteration 18Q: 3 clusters Score -523284.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -523315.718750 Penalty: 4280.118652
	Iteration 19Q: 3 clusters Score -523315.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -523344.843750 Penalty: 4280.118652
	Iteration 20F: 3 clusters Score -523344.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -523372.281250 Penalty: 4280.118652
	Iteration 21Q: 3 clusters Score -523372.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -523400.593750 Penalty: 4280.118652
	Iteration 22Q: 3 clusters Score -523400.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -523422.968750 Penalty: 4280.118652
	Iteration 23Q: 3 clusters Score -523423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -523435.000000 Penalty: 4280.118652
	Iteration 24Q: 3 clusters Score -523435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -523444.656250 Penalty: 4280.118652
	Iteration 25Q: 3 clusters Score -523444.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -523451.406250 Penalty: 4280.118652
	Iteration 26Q: 3 clusters Score -523451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -523458.875000 Penalty: 4280.118652
	Iteration 27Q: 3 clusters Score -523458.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -523466.000000 Penalty: 4280.118652
	Iteration 28Q: 3 clusters Score -523466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -523470.718750 Penalty: 4280.118652
	Iteration 29Q: 3 clusters Score -523470.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -523473.406250 Penalty: 4280.118652
	Iteration 30Q: 3 clusters Score -523473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -523476.781250 Penalty: 4280.118652
	Iteration 31Q: 3 clusters Score -523476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -523479.312500 Penalty: 4280.118652
	Iteration 32Q: 3 clusters Score -523479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -523483.281250 Penalty: 4280.118652
	Iteration 33Q: 3 clusters Score -523483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -523485.562500 Penalty: 4280.118652
	Iteration 34Q: 3 clusters Score -523485.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -523489.125000 Penalty: 4280.118652
	Iteration 35Q: 3 clusters Score -523489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -523491.875000 Penalty: 4280.118652
	Iteration 36Q: 3 clusters Score -523491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -523494.593750 Penalty: 4280.118652
	Iteration 37Q: 3 clusters Score -523494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -523498.187500 Penalty: 4280.118652
	Iteration 38Q: 3 clusters Score -523498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -523501.843750 Penalty: 4280.118652
	Iteration 39Q: 3 clusters Score -523501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -523504.937500 Penalty: 4280.118652
	Iteration 40F: 3 clusters Score -523504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -523510.031250 Penalty: 4280.118652
	Iteration 41Q: 3 clusters Score -523510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -523513.625000 Penalty: 4280.118652
	Iteration 42Q: 3 clusters Score -523513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -523518.843750 Penalty: 4280.118652
	Iteration 43Q: 3 clusters Score -523518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -523522.156250 Penalty: 4280.118652
	Iteration 44Q: 3 clusters Score -523522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -523522.250000 Penalty: 4280.118652
	Iteration 45Q: 3 clusters Score -523522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -523525.500000 Penalty: 4280.118652
	Iteration 46Q: 3 clusters Score -523525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -523527.718750 Penalty: 4280.118652
	Iteration 47Q: 3 clusters Score -523527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -523530.468750 Penalty: 4280.118652
	Iteration 48Q: 3 clusters Score -523530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -523531.187500 Penalty: 4280.118652
	Iteration 49Q: 3 clusters Score -523531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -523534.312500 Penalty: 4280.118652
	Iteration 50Q: 3 clusters Score -523534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -523538.656250 Penalty: 4280.118652
	Iteration 51Q: 3 clusters Score -523538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -523540.531250 Penalty: 4280.118652
	Iteration 52Q: 3 clusters Score -523540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -523544.343750 Penalty: 4280.118652
	Iteration 53Q: 3 clusters Score -523544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -523549.406250 Penalty: 4280.118652
	Iteration 54Q: 3 clusters Score -523549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -523552.156250 Penalty: 4280.118652
	Iteration 55Q: 3 clusters Score -523552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -523555.593750 Penalty: 4280.118652
	Iteration 56Q: 3 clusters Score -523555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -523558.718750 Penalty: 4280.118652
	Iteration 57Q: 3 clusters Score -523558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -523561.781250 Penalty: 4280.118652
	Iteration 58Q: 3 clusters Score -523561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -523561.687500 Penalty: 4280.118652
	Iteration 59Q: 3 clusters Score -523561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -523563.531250 Penalty: 4280.118652
	Iteration 60F: 3 clusters Score -523563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -523563.187500 Penalty: 4280.118652
	Iteration 61Q: 3 clusters Score -523563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -523563.437500 Penalty: 4280.118652
	Iteration 62Q: 3 clusters Score -523563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -523563.437500 Penalty: 4280.118652
	Iteration 63F: 3 clusters Score -523563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -378601.187500 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378601.2 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -379587.843750 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379587.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -379792.156250 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379792.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -379912.000000 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -379912 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -379979.500000 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -379979.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -380034.312500 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -380034.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -380086.593750 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -380086.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -380130.718750 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380130.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -380182.031250 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -380234.093750 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380234.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -380269.187500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380269.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -380294.750000 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380294.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -380319.656250 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380319.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -380337.437500 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380337.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -380351.812500 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380351.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -380366.218750 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380366.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -380383.468750 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380383.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -380406.750000 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380406.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -380434.250000 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380434.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -380460.031250 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -380485.968750 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -380514.250000 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380514.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -380539.875000 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380539.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -380562.000000 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -380587.000000 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -380609.500000 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380609.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -380630.750000 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380630.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -380656.125000 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380656.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -380686.781250 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -380686.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -380723.312500 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -380723.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -380751.906250 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -380751.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -380781.531250 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -380781.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -380801.125000 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -380801.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -380825.656250 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -380825.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -380852.593750 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -380852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -380876.781250 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -380876.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -380895.937500 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -380895.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -380914.250000 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -380914.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -380934.187500 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -380934.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -380956.437500 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -380956.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -380981.437500 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -380981.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -381000.125000 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -381000.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -381019.750000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -381019.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -381031.843750 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -381031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -381037.343750 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -381037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -381042.625000 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -381042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -381050.250000 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -381050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -381055.156250 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -381055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -381058.875000 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -381058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -381060.843750 Penalty: 4198.668457
	Iteration 49Q: 3 clusters Score -381060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -381062.031250 Penalty: 4198.668457
	Iteration 50Q: 3 clusters Score -381062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -381061.906250 Penalty: 4198.668457
	Iteration 51Q: 3 clusters Score -381061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -381063.031250 Penalty: 4198.668457
	Iteration 52Q: 3 clusters Score -381063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -381064.281250 Penalty: 4198.668457
	Iteration 53Q: 3 clusters Score -381064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -381064.937500 Penalty: 4198.668457
	Iteration 54Q: 3 clusters Score -381064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -381066.156250 Penalty: 4198.668457
	Iteration 55Q: 3 clusters Score -381066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -381067.750000 Penalty: 4198.668457
	Iteration 56Q: 3 clusters Score -381067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -381071.750000 Penalty: 4198.668457
	Iteration 57Q: 3 clusters Score -381071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -381073.062500 Penalty: 4198.668457
	Iteration 58Q: 3 clusters Score -381073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -381076.375000 Penalty: 4198.668457
	Iteration 59Q: 3 clusters Score -381076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -381078.312500 Penalty: 4198.668457
	Iteration 60F: 3 clusters Score -381078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -381079.375000 Penalty: 4198.668457
	Iteration 61Q: 3 clusters Score -381079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -381080.156250 Penalty: 4198.668457
	Iteration 62Q: 3 clusters Score -381080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -381080.156250 Penalty: 4198.668457
	Iteration 63F: 3 clusters Score -381080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -663453.500000 Penalty: 2180.137695
	Iteration 0F: 2 clusters Score -663453.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -657933.750000 Penalty: 4360.275391
	Iteration 0F: 3 clusters Score -657933.8 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -659409.500000 Penalty: 4360.275391
	Iteration 1F: 3 clusters Score -659409.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -659706.437500 Penalty: 4360.275391
	Iteration 2F: 3 clusters Score -659706.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -659883.875000 Penalty: 4360.275391
	Iteration 3F: 3 clusters Score -659883.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -660054.125000 Penalty: 4360.275391
	Iteration 4Q: 3 clusters Score -660054.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -660194.562500 Penalty: 4360.275391
	Iteration 5Q: 3 clusters Score -660194.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -660342.375000 Penalty: 4360.275391
	Iteration 6Q: 3 clusters Score -660342.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -660496.375000 Penalty: 4360.275391
	Iteration 7Q: 3 clusters Score -660496.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -660655.062500 Penalty: 4360.275391
	Iteration 8Q: 3 clusters Score -660655.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -660820.875000 Penalty: 4360.275391
	Iteration 9Q: 3 clusters Score -660820.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -660998.687500 Penalty: 4360.275391
	Iteration 10Q: 3 clusters Score -660998.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -661170.687500 Penalty: 4360.275391
	Iteration 11Q: 3 clusters Score -661170.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -661359.937500 Penalty: 4360.275391
	Iteration 12Q: 3 clusters Score -661359.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -661519.000000 Penalty: 4360.275391
	Iteration 13Q: 3 clusters Score -661519 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -661626.437500 Penalty: 4360.275391
	Iteration 14Q: 3 clusters Score -661626.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -661684.687500 Penalty: 4360.275391
	Iteration 15Q: 3 clusters Score -661684.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -661732.750000 Penalty: 4360.275391
	Iteration 16Q: 3 clusters Score -661732.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -661768.750000 Penalty: 4360.275391
	Iteration 17Q: 3 clusters Score -661768.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -661786.812500 Penalty: 4360.275391
	Iteration 18Q: 3 clusters Score -661786.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -661799.625000 Penalty: 4360.275391
	Iteration 19Q: 3 clusters Score -661799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -661812.625000 Penalty: 4360.275391
	Iteration 20F: 3 clusters Score -661812.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -661826.000000 Penalty: 4360.275391
	Iteration 21Q: 3 clusters Score -661826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -661833.250000 Penalty: 4360.275391
	Iteration 22Q: 3 clusters Score -661833.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -661841.187500 Penalty: 4360.275391
	Iteration 23Q: 3 clusters Score -661841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -661847.687500 Penalty: 4360.275391
	Iteration 24Q: 3 clusters Score -661847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -661848.250000 Penalty: 4360.275391
	Iteration 25Q: 3 clusters Score -661848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -661851.375000 Penalty: 4360.275391
	Iteration 26Q: 3 clusters Score -661851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -661856.000000 Penalty: 4360.275391
	Iteration 27Q: 3 clusters Score -661856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -661864.687500 Penalty: 4360.275391
	Iteration 28Q: 3 clusters Score -661864.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -661866.812500 Penalty: 4360.275391
	Iteration 29Q: 3 clusters Score -661866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -661870.625000 Penalty: 4360.275391
	Iteration 30Q: 3 clusters Score -661870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -661872.937500 Penalty: 4360.275391
	Iteration 31Q: 3 clusters Score -661872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -661875.250000 Penalty: 4360.275391
	Iteration 32Q: 3 clusters Score -661875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -661877.687500 Penalty: 4360.275391
	Iteration 33Q: 3 clusters Score -661877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -661878.250000 Penalty: 4360.275391
	Iteration 34Q: 3 clusters Score -661878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -661879.000000 Penalty: 4360.275391
	Iteration 35Q: 3 clusters Score -661879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -661882.187500 Penalty: 4360.275391
	Iteration 36Q: 3 clusters Score -661882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -661883.750000 Penalty: 4360.275391
	Iteration 37Q: 3 clusters Score -661883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -661884.312500 Penalty: 4360.275391
	Iteration 38Q: 3 clusters Score -661884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -661884.625000 Penalty: 4360.275391
	Iteration 39Q: 3 clusters Score -661884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -661884.625000 Penalty: 4360.275391
	Iteration 40F: 3 clusters Score -661884.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1331674.125000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331674 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1335577.500000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335578 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1336044.500000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1336044 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1336444.875000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1336445 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1336866.250000 Penalty: 4831.899414
	Iteration 4Q: 3 clusters Score -1336866 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1337308.000000 Penalty: 4831.899414
	Iteration 5Q: 3 clusters Score -1337308 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1337880.125000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1337880 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1338695.875000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1338696 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1339658.750000 Penalty: 4831.899414
	Iteration 8F: 3 clusters Score -1339659 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1340552.375000 Penalty: 4831.899414
	Iteration 9F: 3 clusters Score -1340552 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1341140.375000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1341140 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1341516.125000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1341516 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1341742.125000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1341742 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1341893.625000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1341894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1342019.250000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1342019 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1342123.000000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1342123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1342190.750000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1342191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1342256.500000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1342256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1342298.500000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1342298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1342343.500000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1342344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1342400.875000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1342401 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1342453.500000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1342454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1342492.000000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1342492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1342529.250000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1342529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1342560.875000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1342561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1342589.125000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1342589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1342610.875000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1342611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1342630.750000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1342631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1342642.750000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1342643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1342656.500000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1342656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1342658.750000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1342659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1342663.000000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1342663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1342663.625000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1342664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1342669.125000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1342669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1342667.500000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1342668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1342671.000000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1342671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1342671.875000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1342672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1342674.375000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1342674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1342678.125000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1342678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1342677.625000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1342678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1342678.375000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1342678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1342684.250000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1342684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1342685.000000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1342685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1342687.125000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1342687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1342688.000000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1342688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1342686.875000 Penalty: 4831.899414
	Iteration 45Q: 3 clusters Score -1342687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1342686.875000 Penalty: 4831.899414
	Iteration 46F: 3 clusters Score -1342687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17519.345703 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17519.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17658.980469 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17658.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17706.185547 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17706.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17724.052734 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17724.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17733.994141 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17733.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17733.994141 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -17733.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -422605.343750 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422605.3 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -423798.656250 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423798.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -424122.875000 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424122.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -424347.812500 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424347.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -424515.031250 Penalty: 4270.356934
	Iteration 4Q: 3 clusters Score -424515 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -424659.562500 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -424659.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -424791.875000 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -424791.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -424915.343750 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -424915.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -425034.531250 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425034.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -425148.625000 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425148.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -425244.343750 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425244.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -425334.187500 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425334.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -425436.562500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425436.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -425517.000000 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425517 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -425584.156250 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425584.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -425642.625000 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425642.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -425691.968750 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -425692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -425726.062500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -425726.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -425750.343750 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -425750.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -425773.437500 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -425773.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -425793.343750 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -425793.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -425811.031250 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -425811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -425822.343750 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -425822.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -425831.406250 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -425831.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -425838.093750 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -425838.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -425842.750000 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -425842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -425847.843750 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -425847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -425851.437500 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -425851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -425853.843750 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -425853.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -425855.875000 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -425855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -425860.250000 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -425860.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -425864.281250 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -425864.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -425869.531250 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -425869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -425875.031250 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -425875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -425878.593750 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -425878.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -425884.062500 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -425884.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -425890.218750 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -425890.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -425898.281250 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -425898.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -425902.875000 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -425902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -425910.125000 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -425910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -425915.656250 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -425915.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -425921.375000 Penalty: 4270.356934
	Iteration 41Q: 3 clusters Score -425921.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -425929.093750 Penalty: 4270.356934
	Iteration 42Q: 3 clusters Score -425929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -425937.781250 Penalty: 4270.356934
	Iteration 43Q: 3 clusters Score -425937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -425941.187500 Penalty: 4270.356934
	Iteration 44Q: 3 clusters Score -425941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -425943.218750 Penalty: 4270.356934
	Iteration 45Q: 3 clusters Score -425943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -425946.375000 Penalty: 4270.356934
	Iteration 46Q: 3 clusters Score -425946.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -425946.875000 Penalty: 4270.356934
	Iteration 47Q: 3 clusters Score -425946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -425948.187500 Penalty: 4270.356934
	Iteration 48Q: 3 clusters Score -425948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -425948.812500 Penalty: 4270.356934
	Iteration 49Q: 3 clusters Score -425948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -425949.968750 Penalty: 4270.356934
	Iteration 50Q: 3 clusters Score -425950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -425951.312500 Penalty: 4270.356934
	Iteration 51Q: 3 clusters Score -425951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -425951.500000 Penalty: 4270.356934
	Iteration 52Q: 3 clusters Score -425951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -425951.718750 Penalty: 4270.356934
	Iteration 53Q: 3 clusters Score -425951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -425952.156250 Penalty: 4270.356934
	Iteration 54Q: 3 clusters Score -425952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -425953.687500 Penalty: 4270.356934
	Iteration 55Q: 3 clusters Score -425953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -425953.000000 Penalty: 4270.356934
	Iteration 56Q: 3 clusters Score -425953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -425953.000000 Penalty: 4270.356934
	Iteration 57F: 3 clusters Score -425953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144297.812500 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144297.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -144765.562500 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144765.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -144936.953125 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -144937 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -145060.609375 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -145060.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -145146.640625 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -145146.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145202.656250 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -145202.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -145246.593750 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145246.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -145287.656250 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145287.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -145335.312500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145335.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -145354.765625 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145354.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -145369.656250 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145369.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -145388.109375 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145388.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -145403.109375 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -145418.140625 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -145429.984375 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -145440.000000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -145444.968750 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -145453.343750 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -145462.109375 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -145466.312500 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145466.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -145469.390625 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145469.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -145475.093750 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -145478.781250 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -145481.015625 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -145482.390625 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -145482.390625 Penalty: 3752.633545
	Iteration 25F: 3 clusters Score -145482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -380574.906250 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380574.9 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -381689.937500 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381689.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -381939.093750 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381939.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -382132.031250 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382132 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -382318.500000 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -382318.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -382501.156250 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -382501.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -382677.781250 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -382677.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -382824.843750 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -382824.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -382958.531250 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -382958.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -383076.843750 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383076.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -383165.312500 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383165.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -383238.843750 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383238.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -383301.531250 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383301.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -383385.250000 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383385.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -383457.156250 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -383457.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383546.593750 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -383546.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -383658.875000 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -383658.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -383778.281250 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -383778.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -383898.968750 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -383899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -383996.843750 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -383996.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -384099.375000 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -384099.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -384173.687500 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -384173.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -384219.406250 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -384219.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -384250.000000 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -384250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -384270.500000 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -384270.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -384280.406250 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -384280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -384286.781250 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -384286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -384288.781250 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -384288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384290.437500 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -384290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384290.437500 Penalty: 4215.518555
	Iteration 29F: 3 clusters Score -384290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104023.390625 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104023.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -104366.117188 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104366.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -104461.515625 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104461.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -104515.554688 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104515.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104557.351562 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104557.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104584.453125 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104584.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104610.242188 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104610.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104627.718750 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104627.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -104644.828125 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104657.046875 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -104673.640625 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104673.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104687.078125 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -104700.828125 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -104708.992188 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104713.375000 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104718.187500 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104718.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104728.953125 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104740.062500 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -104740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -104749.828125 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -104749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104758.109375 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -104758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104761.453125 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -104761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -104764.398438 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -104764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -104766.609375 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -104766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104767.835938 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -104767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104771.468750 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -104771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -104772.171875 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -104772.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -104772.742188 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -104772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -104772.875000 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -104772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -104772.875000 Penalty: 3589.937988
	Iteration 28F: 3 clusters Score -104772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -133562.500000 Penalty: 1795.858887
	Iteration 0F: 2 clusters Score -133562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131319.187500 Penalty: 3591.717773
	Iteration 0F: 3 clusters Score -131319.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -131699.593750 Penalty: 3591.717773
	Iteration 1F: 3 clusters Score -131699.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131849.312500 Penalty: 3591.717773
	Iteration 2F: 3 clusters Score -131849.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -131973.796875 Penalty: 3591.717773
	Iteration 3F: 3 clusters Score -131973.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -132104.687500 Penalty: 3591.717773
	Iteration 4Q: 3 clusters Score -132104.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -132227.390625 Penalty: 3591.717773
	Iteration 5Q: 3 clusters Score -132227.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -132316.281250 Penalty: 3591.717773
	Iteration 6Q: 3 clusters Score -132316.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -132415.843750 Penalty: 3591.717773
	Iteration 7Q: 3 clusters Score -132415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132499.734375 Penalty: 3591.717773
	Iteration 8Q: 3 clusters Score -132499.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132543.859375 Penalty: 3591.717773
	Iteration 9Q: 3 clusters Score -132543.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132578.578125 Penalty: 3591.717773
	Iteration 10Q: 3 clusters Score -132578.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132604.750000 Penalty: 3591.717773
	Iteration 11Q: 3 clusters Score -132604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132618.468750 Penalty: 3591.717773
	Iteration 12Q: 3 clusters Score -132618.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132633.703125 Penalty: 3591.717773
	Iteration 13Q: 3 clusters Score -132633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132644.515625 Penalty: 3591.717773
	Iteration 14Q: 3 clusters Score -132644.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132647.593750 Penalty: 3591.717773
	Iteration 15Q: 3 clusters Score -132647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -132649.875000 Penalty: 3591.717773
	Iteration 16Q: 3 clusters Score -132649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132652.062500 Penalty: 3591.717773
	Iteration 17Q: 3 clusters Score -132652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132652.343750 Penalty: 3591.717773
	Iteration 18F: 3 clusters Score -132652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132661.046875 Penalty: 3591.717773
	Iteration 19Q: 3 clusters Score -132661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132667.093750 Penalty: 3591.717773
	Iteration 20F: 3 clusters Score -132667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132671.750000 Penalty: 3591.717773
	Iteration 21Q: 3 clusters Score -132671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132674.968750 Penalty: 3591.717773
	Iteration 22Q: 3 clusters Score -132675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132678.578125 Penalty: 3591.717773
	Iteration 23Q: 3 clusters Score -132678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132684.312500 Penalty: 3591.717773
	Iteration 24Q: 3 clusters Score -132684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132693.812500 Penalty: 3591.717773
	Iteration 25Q: 3 clusters Score -132693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132699.593750 Penalty: 3591.717773
	Iteration 26Q: 3 clusters Score -132699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132703.515625 Penalty: 3591.717773
	Iteration 27Q: 3 clusters Score -132703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132708.625000 Penalty: 3591.717773
	Iteration 28Q: 3 clusters Score -132708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132709.234375 Penalty: 3591.717773
	Iteration 29Q: 3 clusters Score -132709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132709.234375 Penalty: 3591.717773
	Iteration 30F: 3 clusters Score -132709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -506849.437500 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -506849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -502069.687500 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -502069.7 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -503336.656250 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -503336.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -503624.312500 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -503624.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -503795.156250 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -503795.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -503909.125000 Penalty: 4263.618164
	Iteration 4Q: 3 clusters Score -503909.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -503986.343750 Penalty: 4263.618164
	Iteration 5Q: 3 clusters Score -503986.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -504031.843750 Penalty: 4263.618164
	Iteration 6Q: 3 clusters Score -504031.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -504066.593750 Penalty: 4263.618164
	Iteration 7Q: 3 clusters Score -504066.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -504090.437500 Penalty: 4263.618164
	Iteration 8Q: 3 clusters Score -504090.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -504114.031250 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -504114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -504133.375000 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -504133.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -504149.750000 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -504149.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -504167.312500 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -504167.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -504182.593750 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -504182.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -504196.875000 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -504196.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -504216.187500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -504216.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -504231.406250 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -504231.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -504248.218750 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -504248.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504261.625000 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -504261.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -504272.718750 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -504272.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -504285.906250 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -504285.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -504306.093750 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -504306.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -504325.718750 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -504325.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -504344.125000 Penalty: 4263.618164
	Iteration 23Q: 3 clusters Score -504344.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -504371.406250 Penalty: 4263.618164
	Iteration 24Q: 3 clusters Score -504371.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -504405.375000 Penalty: 4263.618164
	Iteration 25Q: 3 clusters Score -504405.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -504438.968750 Penalty: 4263.618164
	Iteration 26Q: 3 clusters Score -504439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -504465.343750 Penalty: 4263.618164
	Iteration 27Q: 3 clusters Score -504465.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -504498.781250 Penalty: 4263.618164
	Iteration 28Q: 3 clusters Score -504498.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -504533.843750 Penalty: 4263.618164
	Iteration 29Q: 3 clusters Score -504533.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -504569.125000 Penalty: 4263.618164
	Iteration 30Q: 3 clusters Score -504569.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -504604.656250 Penalty: 4263.618164
	Iteration 31Q: 3 clusters Score -504604.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -504648.781250 Penalty: 4263.618164
	Iteration 32Q: 3 clusters Score -504648.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -504679.875000 Penalty: 4263.618164
	Iteration 33Q: 3 clusters Score -504679.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -504705.375000 Penalty: 4263.618164
	Iteration 34Q: 3 clusters Score -504705.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -504734.375000 Penalty: 4263.618164
	Iteration 35Q: 3 clusters Score -504734.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -504763.281250 Penalty: 4263.618164
	Iteration 36Q: 3 clusters Score -504763.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -504801.812500 Penalty: 4263.618164
	Iteration 37Q: 3 clusters Score -504801.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -504844.250000 Penalty: 4263.618164
	Iteration 38Q: 3 clusters Score -504844.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -504883.500000 Penalty: 4263.618164
	Iteration 39Q: 3 clusters Score -504883.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -504926.562500 Penalty: 4263.618164
	Iteration 40F: 3 clusters Score -504926.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -504966.468750 Penalty: 4263.618164
	Iteration 41Q: 3 clusters Score -504966.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -505022.187500 Penalty: 4263.618164
	Iteration 42Q: 3 clusters Score -505022.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -505080.906250 Penalty: 4263.618164
	Iteration 43Q: 3 clusters Score -505080.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -505138.156250 Penalty: 4263.618164
	Iteration 44Q: 3 clusters Score -505138.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -505195.031250 Penalty: 4263.618164
	Iteration 45Q: 3 clusters Score -505195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -505268.968750 Penalty: 4263.618164
	Iteration 46Q: 3 clusters Score -505269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -505328.531250 Penalty: 4263.618164
	Iteration 47Q: 3 clusters Score -505328.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -505388.156250 Penalty: 4263.618164
	Iteration 48Q: 3 clusters Score -505388.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -505446.218750 Penalty: 4263.618164
	Iteration 49Q: 3 clusters Score -505446.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -505494.500000 Penalty: 4263.618164
	Iteration 50Q: 3 clusters Score -505494.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -505521.562500 Penalty: 4263.618164
	Iteration 51Q: 3 clusters Score -505521.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -505539.125000 Penalty: 4263.618164
	Iteration 52Q: 3 clusters Score -505539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -505552.656250 Penalty: 4263.618164
	Iteration 53Q: 3 clusters Score -505552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -505563.875000 Penalty: 4263.618164
	Iteration 54Q: 3 clusters Score -505563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -505568.468750 Penalty: 4263.618164
	Iteration 55Q: 3 clusters Score -505568.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -505574.875000 Penalty: 4263.618164
	Iteration 56Q: 3 clusters Score -505574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -505580.937500 Penalty: 4263.618164
	Iteration 57Q: 3 clusters Score -505580.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -505587.687500 Penalty: 4263.618164
	Iteration 58Q: 3 clusters Score -505587.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -505594.812500 Penalty: 4263.618164
	Iteration 59Q: 3 clusters Score -505594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -505601.500000 Penalty: 4263.618164
	Iteration 60F: 3 clusters Score -505601.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -505607.625000 Penalty: 4263.618164
	Iteration 61Q: 3 clusters Score -505607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -505614.437500 Penalty: 4263.618164
	Iteration 62Q: 3 clusters Score -505614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -505617.281250 Penalty: 4263.618164
	Iteration 63Q: 3 clusters Score -505617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -505619.687500 Penalty: 4263.618164
	Iteration 64Q: 3 clusters Score -505619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -505623.468750 Penalty: 4263.618164
	Iteration 65Q: 3 clusters Score -505623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -505624.968750 Penalty: 4263.618164
	Iteration 66Q: 3 clusters Score -505625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -505626.750000 Penalty: 4263.618164
	Iteration 67Q: 3 clusters Score -505626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -505627.125000 Penalty: 4263.618164
	Iteration 68Q: 3 clusters Score -505627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -505628.000000 Penalty: 4263.618164
	Iteration 69Q: 3 clusters Score -505628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -505627.687500 Penalty: 4263.618164
	Iteration 70Q: 3 clusters Score -505627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -505627.687500 Penalty: 4263.618164
	Iteration 71F: 3 clusters Score -505627.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -43695.941406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -43695.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42182.347656 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -42182.35 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42369.718750 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -42369.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42466.796875 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -42466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42537.722656 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -42537.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42616.300781 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -42616.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -42734.570312 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -42734.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42818.867188 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -42818.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42923.558594 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -42923.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42970.074219 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -42970.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42992.535156 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -42992.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42999.957031 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -42999.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42999.957031 Penalty: 3076.457764
	Iteration 11F: 3 clusters Score -42999.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (98774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Entering Unmasked Estep 
Score: -10428395.000000 Penalty: 2852.146240
	Iteration 0F: 2 clusters Score -1.04284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -10364134.000000 Penalty: 5704.292480
	Iteration 0F: 3 clusters Score -1.036413e+07 nChanged 46525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -10391406.000000 Penalty: 5704.292480
	Iteration 1F: 3 clusters Score -1.039141e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -10392820.000000 Penalty: 5704.292480
	Iteration 2Q: 3 clusters Score -1.039282e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -10394724.000000 Penalty: 5704.292480
	Iteration 3Q: 3 clusters Score -1.039472e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -10397580.000000 Penalty: 5704.292480
	Iteration 4F: 3 clusters Score -1.039758e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -10401855.000000 Penalty: 5704.292480
	Iteration 5F: 3 clusters Score -1.040186e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -10407606.000000 Penalty: 5704.292480
	Iteration 6F: 3 clusters Score -1.040761e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -10413998.000000 Penalty: 5704.292480
	Iteration 7F: 3 clusters Score -1.0414e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -10419439.000000 Penalty: 5704.292480
	Iteration 8F: 3 clusters Score -1.041944e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -10422998.000000 Penalty: 5704.292480
	Iteration 9Q: 3 clusters Score -1.0423e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10424625.000000 Penalty: 5704.292480
	Iteration 10Q: 3 clusters Score -1.042462e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10425305.000000 Penalty: 5704.292480
	Iteration 11Q: 3 clusters Score -1.04253e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10425629.000000 Penalty: 5704.292480
	Iteration 12Q: 3 clusters Score -1.042563e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10425799.000000 Penalty: 5704.292480
	Iteration 13Q: 3 clusters Score -1.04258e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10425895.000000 Penalty: 5704.292480
	Iteration 14Q: 3 clusters Score -1.04259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10425940.000000 Penalty: 5704.292480
	Iteration 15Q: 3 clusters Score -1.042594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10425975.000000 Penalty: 5704.292480
	Iteration 16Q: 3 clusters Score -1.042598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10426006.000000 Penalty: 5704.292480
	Iteration 17Q: 3 clusters Score -1.042601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10426027.000000 Penalty: 5704.292480
	Iteration 18Q: 3 clusters Score -1.042603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10426034.000000 Penalty: 5704.292480
	Iteration 19Q: 3 clusters Score -1.042603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10426037.000000 Penalty: 5704.292480
	Iteration 20F: 3 clusters Score -1.042604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10426051.000000 Penalty: 5704.292480
	Iteration 21Q: 3 clusters Score -1.042605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10426058.000000 Penalty: 5704.292480
	Iteration 22Q: 3 clusters Score -1.042606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10426073.000000 Penalty: 5704.292480
	Iteration 23Q: 3 clusters Score -1.042607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10426070.000000 Penalty: 5704.292480
	Iteration 24Q: 3 clusters Score -1.042607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10426075.000000 Penalty: 5704.292480
	Iteration 25Q: 3 clusters Score -1.042608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10426075.000000 Penalty: 5704.292480
	Iteration 26Q: 3 clusters Score -1.042608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98270 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10426078.000000 Penalty: 5704.292480
	Iteration 27Q: 3 clusters Score -1.042608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10426081.000000 Penalty: 5704.292480
	Iteration 28Q: 3 clusters Score -1.042608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10426080.000000 Penalty: 5704.292480
	Iteration 29Q: 3 clusters Score -1.042608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10426081.000000 Penalty: 5704.292480
	Iteration 30Q: 3 clusters Score -1.042608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10426091.000000 Penalty: 5704.292480
	Iteration 31Q: 3 clusters Score -1.042609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10426100.000000 Penalty: 5704.292480
	Iteration 32Q: 3 clusters Score -1.04261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10426097.000000 Penalty: 5704.292480
	Iteration 33Q: 3 clusters Score -1.04261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10426103.000000 Penalty: 5704.292480
	Iteration 34Q: 3 clusters Score -1.04261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10426104.000000 Penalty: 5704.292480
	Iteration 35Q: 3 clusters Score -1.04261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10426100.000000 Penalty: 5704.292480
	Iteration 36Q: 3 clusters Score -1.04261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10426103.000000 Penalty: 5704.292480
	Iteration 37Q: 3 clusters Score -1.04261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10426107.000000 Penalty: 5704.292480
	Iteration 38Q: 3 clusters Score -1.042611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10426107.000000 Penalty: 5704.292480
	Iteration 39F: 3 clusters Score -1.042611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1258811.750000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258812 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1262551.500000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262552 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1263043.750000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263044 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1263544.625000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1263545 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1264096.250000 Penalty: 4805.710449
	Iteration 4F: 3 clusters Score -1264096 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1264716.375000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1264716 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1265467.375000 Penalty: 4805.710449
	Iteration 6F: 3 clusters Score -1265467 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1266340.875000 Penalty: 4805.710449
	Iteration 7F: 3 clusters Score -1266341 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1267170.000000 Penalty: 4805.710449
	Iteration 8F: 3 clusters Score -1267170 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1267784.500000 Penalty: 4805.710449
	Iteration 9F: 3 clusters Score -1267784 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1268238.750000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1268239 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1268603.625000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1268604 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1268874.500000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1268874 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1269037.125000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1269037 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1269129.250000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1269129 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1269173.375000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1269173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1269215.375000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1269215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1269244.125000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1269244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1269267.875000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1269268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1269294.125000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1269294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1269317.875000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1269318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1269326.250000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1269326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1269333.375000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1269333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1269340.375000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1269340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1269353.000000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1269353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1269356.125000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1269356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1269364.000000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1269364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1269369.250000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1269369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1269372.875000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1269373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1269372.250000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1269372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1269373.875000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1269374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1269379.500000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1269380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1269382.000000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1269382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1269382.000000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1269382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1269381.875000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1269382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1269383.750000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1269384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1269384.875000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1269385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1269385.000000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1269385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1269391.125000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1269391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1269394.750000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1269395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1269393.375000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1269393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1269395.625000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1269396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1269395.625000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1269396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1269396.125000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1269396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1269397.000000 Penalty: 4805.710449
	Iteration 44Q: 3 clusters Score -1269397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1269396.875000 Penalty: 4805.710449
	Iteration 45Q: 3 clusters Score -1269397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1269396.875000 Penalty: 4805.710449
	Iteration 46F: 3 clusters Score -1269397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -8103178.500000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103178 nChanged 48201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -8130719.500000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8130720 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -8132043.500000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8132044 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8133911.000000 Penalty: 5718.870117
	Iteration 3Q: 3 clusters Score -8133911 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8136916.000000 Penalty: 5718.870117
	Iteration 4F: 3 clusters Score -8136916 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8141140.500000 Penalty: 5718.870117
	Iteration 5F: 3 clusters Score -8141140 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -8146133.000000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8146133 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8150921.000000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8150921 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8154759.500000 Penalty: 5718.870117
	Iteration 8F: 3 clusters Score -8154760 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -8157731.000000 Penalty: 5718.870117
	Iteration 9Q: 3 clusters Score -8157731 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -8160304.000000 Penalty: 5718.870117
	Iteration 10Q: 3 clusters Score -8160304 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -8162478.000000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8162478 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -8164411.500000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8164412 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8165959.000000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8165959 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8167163.500000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8167164 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8167881.500000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8167882 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8168266.500000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8168266 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8168441.500000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8168442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8168523.500000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8168524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8168598.500000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8168598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8168668.500000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8168668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8168688.000000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8168688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8168709.000000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8168712.000000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8168726.500000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8168748.000000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8168759.500000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8168772.000000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8168763.000000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8168768.000000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8168769.000000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8168773.500000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8168782.500000 Penalty: 5718.870117
	Iteration 32Q: 3 clusters Score -8168782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8168783.000000 Penalty: 5718.870117
	Iteration 33Q: 3 clusters Score -8168783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8168785.000000 Penalty: 5718.870117
	Iteration 34Q: 3 clusters Score -8168785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8168789.500000 Penalty: 5718.870117
	Iteration 35Q: 3 clusters Score -8168790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8168794.000000 Penalty: 5718.870117
	Iteration 36Q: 3 clusters Score -8168794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101380 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8168801.500000 Penalty: 5718.870117
	Iteration 37Q: 3 clusters Score -8168802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8168797.000000 Penalty: 5718.870117
	Iteration 38Q: 3 clusters Score -8168797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8168796.500000 Penalty: 5718.870117
	Iteration 39Q: 3 clusters Score -8168796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8168796.500000 Penalty: 5718.870117
	Iteration 40F: 3 clusters Score -8168796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -69329.820312 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -69329.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67492.429688 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -67492.43 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67750.007812 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -67750.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67853.414062 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -67853.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67909.164062 Penalty: 3363.967285
	Iteration 3Q: 3 clusters Score -67909.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67948.750000 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -67948.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67978.187500 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -67978.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68009.359375 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -68009.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68053.523438 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -68053.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68121.476562 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -68121.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68216.296875 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -68216.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68299.843750 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -68299.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68383.398438 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -68383.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68470.390625 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -68470.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68507.734375 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -68507.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68558.750000 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -68558.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68584.757812 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -68584.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68595.171875 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -68595.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68609.742188 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -68609.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68641.820312 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -68641.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68656.429688 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -68656.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68663.210938 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -68663.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68668.671875 Penalty: 3363.967285
	Iteration 21Q: 3 clusters Score -68668.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68668.671875 Penalty: 3363.967285
	Iteration 22F: 3 clusters Score -68668.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -516686.250000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516686.2 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -518158.687500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518158.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -518455.062500 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518455.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -518690.656250 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518690.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -518874.281250 Penalty: 4367.763672
	Iteration 4Q: 3 clusters Score -518874.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -518998.812500 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -518998.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -519092.062500 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -519092.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -519175.781250 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -519175.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -519239.500000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519239.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -519291.218750 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -519291.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -519335.625000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -519335.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -519387.531250 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -519387.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -519441.781250 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -519441.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -519500.562500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -519500.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -519557.531250 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -519557.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -519608.125000 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -519608.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -519664.437500 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -519664.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -519712.500000 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -519712.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -519762.656250 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -519762.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -519814.656250 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -519814.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -519858.406250 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -519858.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -519908.625000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -519908.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -519953.687500 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -519953.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -519996.281250 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -519996.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -520029.593750 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520029.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -520062.687500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -520062.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -520088.156250 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -520088.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -520112.375000 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -520112.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -520139.187500 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -520139.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -520162.250000 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -520162.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -520184.687500 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -520184.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -520206.250000 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -520206.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -520224.187500 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -520224.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -520244.343750 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -520244.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -520263.437500 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -520263.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -520278.312500 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -520278.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -520290.781250 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -520290.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -520303.875000 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -520303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -520317.937500 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -520317.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -520332.343750 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -520332.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -520349.468750 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -520349.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -520362.312500 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -520362.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -520383.812500 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -520383.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -520396.093750 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -520396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -520402.281250 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -520402.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -520412.531250 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -520412.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -520422.281250 Penalty: 4367.763672
	Iteration 46Q: 3 clusters Score -520422.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -520430.218750 Penalty: 4367.763672
	Iteration 47Q: 3 clusters Score -520430.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -520438.937500 Penalty: 4367.763672
	Iteration 48Q: 3 clusters Score -520438.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -520445.093750 Penalty: 4367.763672
	Iteration 49Q: 3 clusters Score -520445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -520449.562500 Penalty: 4367.763672
	Iteration 50Q: 3 clusters Score -520449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -520451.250000 Penalty: 4367.763672
	Iteration 51Q: 3 clusters Score -520451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -520452.750000 Penalty: 4367.763672
	Iteration 52Q: 3 clusters Score -520452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -520453.468750 Penalty: 4367.763672
	Iteration 53Q: 3 clusters Score -520453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -520453.468750 Penalty: 4367.763672
	Iteration 54F: 3 clusters Score -520453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146783.687500 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146783.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -147271.281250 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147271.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -147434.843750 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147434.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -147516.125000 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147516.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147555.828125 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147555.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147588.875000 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147588.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -147607.093750 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147607.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -147621.968750 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147638.812500 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -147649.359375 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147657.734375 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147661.875000 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147661.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147667.531250 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147670.015625 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147675.406250 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147678.578125 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -147682.500000 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -147684.343750 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -147686.546875 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147687.125000 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147687.125000 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -363966.500000 Penalty: 2053.239258
	Iteration 0F: 2 clusters Score -363966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -360120.062500 Penalty: 4106.478516
	Iteration 0F: 3 clusters Score -360120.1 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -360979.875000 Penalty: 4106.478516
	Iteration 1F: 3 clusters Score -360979.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -361193.000000 Penalty: 4106.478516
	Iteration 2F: 3 clusters Score -361193 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -361333.843750 Penalty: 4106.478516
	Iteration 3F: 3 clusters Score -361333.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -361435.531250 Penalty: 4106.478516
	Iteration 4Q: 3 clusters Score -361435.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -361506.156250 Penalty: 4106.478516
	Iteration 5Q: 3 clusters Score -361506.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -361565.625000 Penalty: 4106.478516
	Iteration 6Q: 3 clusters Score -361565.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -361612.156250 Penalty: 4106.478516
	Iteration 7Q: 3 clusters Score -361612.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -361646.750000 Penalty: 4106.478516
	Iteration 8Q: 3 clusters Score -361646.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361678.406250 Penalty: 4106.478516
	Iteration 9Q: 3 clusters Score -361678.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -361709.093750 Penalty: 4106.478516
	Iteration 10Q: 3 clusters Score -361709.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -361738.343750 Penalty: 4106.478516
	Iteration 11Q: 3 clusters Score -361738.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -361761.187500 Penalty: 4106.478516
	Iteration 12Q: 3 clusters Score -361761.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -361777.250000 Penalty: 4106.478516
	Iteration 13Q: 3 clusters Score -361777.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -361790.375000 Penalty: 4106.478516
	Iteration 14Q: 3 clusters Score -361790.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -361806.187500 Penalty: 4106.478516
	Iteration 15Q: 3 clusters Score -361806.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -361822.312500 Penalty: 4106.478516
	Iteration 16Q: 3 clusters Score -361822.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -361837.218750 Penalty: 4106.478516
	Iteration 17Q: 3 clusters Score -361837.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -361851.812500 Penalty: 4106.478516
	Iteration 18Q: 3 clusters Score -361851.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -361870.781250 Penalty: 4106.478516
	Iteration 19Q: 3 clusters Score -361870.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -361887.750000 Penalty: 4106.478516
	Iteration 20F: 3 clusters Score -361887.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -361899.562500 Penalty: 4106.478516
	Iteration 21Q: 3 clusters Score -361899.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -361911.625000 Penalty: 4106.478516
	Iteration 22Q: 3 clusters Score -361911.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -361923.781250 Penalty: 4106.478516
	Iteration 23Q: 3 clusters Score -361923.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -361937.968750 Penalty: 4106.478516
	Iteration 24Q: 3 clusters Score -361938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -361956.625000 Penalty: 4106.478516
	Iteration 25Q: 3 clusters Score -361956.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -361971.656250 Penalty: 4106.478516
	Iteration 26Q: 3 clusters Score -361971.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -361985.875000 Penalty: 4106.478516
	Iteration 27Q: 3 clusters Score -361985.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -361996.250000 Penalty: 4106.478516
	Iteration 28Q: 3 clusters Score -361996.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -362009.750000 Penalty: 4106.478516
	Iteration 29Q: 3 clusters Score -362009.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -362027.875000 Penalty: 4106.478516
	Iteration 30Q: 3 clusters Score -362027.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -362045.750000 Penalty: 4106.478516
	Iteration 31Q: 3 clusters Score -362045.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -362061.562500 Penalty: 4106.478516
	Iteration 32Q: 3 clusters Score -362061.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -362077.687500 Penalty: 4106.478516
	Iteration 33Q: 3 clusters Score -362077.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -362093.187500 Penalty: 4106.478516
	Iteration 34Q: 3 clusters Score -362093.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -362105.812500 Penalty: 4106.478516
	Iteration 35Q: 3 clusters Score -362105.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -362120.343750 Penalty: 4106.478516
	Iteration 36Q: 3 clusters Score -362120.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -362138.218750 Penalty: 4106.478516
	Iteration 37Q: 3 clusters Score -362138.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -362151.875000 Penalty: 4106.478516
	Iteration 38Q: 3 clusters Score -362151.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -362163.281250 Penalty: 4106.478516
	Iteration 39Q: 3 clusters Score -362163.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -362175.875000 Penalty: 4106.478516
	Iteration 40F: 3 clusters Score -362175.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -362190.625000 Penalty: 4106.478516
	Iteration 41Q: 3 clusters Score -362190.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -362202.000000 Penalty: 4106.478516
	Iteration 42Q: 3 clusters Score -362202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -362207.687500 Penalty: 4106.478516
	Iteration 43Q: 3 clusters Score -362207.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -362213.531250 Penalty: 4106.478516
	Iteration 44Q: 3 clusters Score -362213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -362216.875000 Penalty: 4106.478516
	Iteration 45Q: 3 clusters Score -362216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -362220.250000 Penalty: 4106.478516
	Iteration 46Q: 3 clusters Score -362220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -362223.937500 Penalty: 4106.478516
	Iteration 47Q: 3 clusters Score -362223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -362227.781250 Penalty: 4106.478516
	Iteration 48Q: 3 clusters Score -362227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -362229.906250 Penalty: 4106.478516
	Iteration 49Q: 3 clusters Score -362229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -362232.312500 Penalty: 4106.478516
	Iteration 50Q: 3 clusters Score -362232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -362234.093750 Penalty: 4106.478516
	Iteration 51Q: 3 clusters Score -362234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -362234.531250 Penalty: 4106.478516
	Iteration 52Q: 3 clusters Score -362234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -362236.031250 Penalty: 4106.478516
	Iteration 53Q: 3 clusters Score -362236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -362235.687500 Penalty: 4106.478516
	Iteration 54Q: 3 clusters Score -362235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -362236.750000 Penalty: 4106.478516
	Iteration 55Q: 3 clusters Score -362236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -362236.750000 Penalty: 4106.478516
	Iteration 56F: 3 clusters Score -362236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -507399.625000 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507399.6 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -509176.718750 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -509176.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -509545.531250 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509545.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -509801.781250 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509801.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -510024.656250 Penalty: 4409.643555
	Iteration 4Q: 3 clusters Score -510024.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -510250.781250 Penalty: 4409.643555
	Iteration 5Q: 3 clusters Score -510250.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -510462.750000 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510462.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -510635.218750 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510635.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -510782.437500 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -510782.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -510925.531250 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -510925.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -511047.156250 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -511047.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -511153.250000 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -511153.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -511240.875000 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -511240.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -511302.062500 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -511302.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -511340.093750 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -511340.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -511366.093750 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -511366.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -511385.593750 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -511385.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -511398.875000 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -511398.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -511410.218750 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -511410.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -511418.968750 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -511419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511424.687500 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511424.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511428.000000 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -511431.312500 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -511432.750000 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -511433.468750 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511435.062500 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -511435.062500 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -511435.937500 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511435.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -511438.562500 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -511439.937500 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -511440.468750 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -511440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -511442.218750 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -511442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -511442.156250 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -511442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -511443.625000 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -511443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -511443.625000 Penalty: 4409.643555
	Iteration 34F: 3 clusters Score -511443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106277.546875 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106277.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -106772.820312 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106772.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107023.093750 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -107023.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107186.609375 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -107186.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107295.171875 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -107295.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107353.687500 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -107353.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107387.523438 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107406.507812 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107415.429688 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107422.562500 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107427.625000 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107429.328125 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107432.484375 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107438.125000 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107443.328125 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -107443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107444.578125 Penalty: 3516.264404
	Iteration 15F: 3 clusters Score -107444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107449.742188 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -107449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107454.125000 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -107454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107459.656250 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -107459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107465.187500 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -107465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107468.328125 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -107468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107469.906250 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -107469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107469.906250 Penalty: 3516.264404
	Iteration 22F: 3 clusters Score -107469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -339961.375000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339961.4 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -341019.625000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -341019.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -341395.781250 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -341395.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -341668.500000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -341668.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -341894.187500 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -341894.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -342087.312500 Penalty: 4160.219727
	Iteration 5F: 3 clusters Score -342087.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -342241.218750 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -342241.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -342369.343750 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -342369.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -342469.468750 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -342469.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -342557.718750 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -342557.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -342625.125000 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -342625.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -342678.375000 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -342678.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -342718.562500 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -342718.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -342757.718750 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -342757.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -342781.968750 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -342782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -342810.218750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -342810.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -342829.625000 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -342829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -342841.781250 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -342841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -342852.843750 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -342852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -342858.906250 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -342858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -342859.718750 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -342859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -342862.406250 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -342862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -342864.312500 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -342864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -342867.218750 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -342867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -342871.531250 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -342871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -342876.468750 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -342876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -342881.843750 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -342881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -342884.625000 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -342884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -342886.906250 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -342886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -342888.093750 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -342888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -342888.093750 Penalty: 4160.219727
	Iteration 30F: 3 clusters Score -342888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -398521.843750 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398521.8 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -399652.375000 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399652.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -399851.500000 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -399851.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -399986.000000 Penalty: 4244.648438
	Iteration 3Q: 3 clusters Score -399986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -400087.437500 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400087.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -400169.250000 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400169.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -400222.375000 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400222.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -400274.343750 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400274.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -400322.562500 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -400322.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -400360.281250 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -400360.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -400400.375000 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -400400.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -400429.593750 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -400429.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -400460.625000 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -400460.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -400487.812500 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -400487.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -400516.843750 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -400516.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -400545.718750 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -400545.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -400571.625000 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -400571.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -400592.375000 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -400592.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -400611.468750 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -400611.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -400628.250000 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -400628.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -400639.812500 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -400639.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -400651.875000 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -400651.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -400667.656250 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -400667.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -400689.187500 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -400689.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -400708.531250 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -400708.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -400727.312500 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -400727.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -400751.250000 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -400751.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -400782.906250 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -400782.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -400812.656250 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -400812.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -400839.062500 Penalty: 4244.648438
	Iteration 29Q: 3 clusters Score -400839.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -400863.343750 Penalty: 4244.648438
	Iteration 30Q: 3 clusters Score -400863.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -400880.750000 Penalty: 4244.648438
	Iteration 31Q: 3 clusters Score -400880.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -400899.375000 Penalty: 4244.648438
	Iteration 32Q: 3 clusters Score -400899.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -400916.062500 Penalty: 4244.648438
	Iteration 33Q: 3 clusters Score -400916.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -400928.437500 Penalty: 4244.648438
	Iteration 34Q: 3 clusters Score -400928.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -400936.406250 Penalty: 4244.648438
	Iteration 35Q: 3 clusters Score -400936.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -400942.906250 Penalty: 4244.648438
	Iteration 36Q: 3 clusters Score -400942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -400948.000000 Penalty: 4244.648438
	Iteration 37Q: 3 clusters Score -400948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -400954.187500 Penalty: 4244.648438
	Iteration 38Q: 3 clusters Score -400954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -400959.937500 Penalty: 4244.648438
	Iteration 39Q: 3 clusters Score -400959.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -400963.593750 Penalty: 4244.648438
	Iteration 40F: 3 clusters Score -400963.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -400969.500000 Penalty: 4244.648438
	Iteration 41Q: 3 clusters Score -400969.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -400976.000000 Penalty: 4244.648438
	Iteration 42Q: 3 clusters Score -400976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -400981.062500 Penalty: 4244.648438
	Iteration 43Q: 3 clusters Score -400981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -400988.375000 Penalty: 4244.648438
	Iteration 44Q: 3 clusters Score -400988.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -400995.187500 Penalty: 4244.648438
	Iteration 45Q: 3 clusters Score -400995.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -401000.500000 Penalty: 4244.648438
	Iteration 46Q: 3 clusters Score -401000.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -401005.187500 Penalty: 4244.648438
	Iteration 47Q: 3 clusters Score -401005.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -401010.875000 Penalty: 4244.648438
	Iteration 48Q: 3 clusters Score -401010.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -401016.718750 Penalty: 4244.648438
	Iteration 49Q: 3 clusters Score -401016.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -401020.125000 Penalty: 4244.648438
	Iteration 50Q: 3 clusters Score -401020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -401021.968750 Penalty: 4244.648438
	Iteration 51Q: 3 clusters Score -401022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -401023.406250 Penalty: 4244.648438
	Iteration 52Q: 3 clusters Score -401023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -401027.375000 Penalty: 4244.648438
	Iteration 53Q: 3 clusters Score -401027.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -401030.500000 Penalty: 4244.648438
	Iteration 54Q: 3 clusters Score -401030.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -401035.125000 Penalty: 4244.648438
	Iteration 55Q: 3 clusters Score -401035.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -401038.281250 Penalty: 4244.648438
	Iteration 56Q: 3 clusters Score -401038.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -401042.156250 Penalty: 4244.648438
	Iteration 57Q: 3 clusters Score -401042.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -401046.343750 Penalty: 4244.648438
	Iteration 58Q: 3 clusters Score -401046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -401052.750000 Penalty: 4244.648438
	Iteration 59Q: 3 clusters Score -401052.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -401058.375000 Penalty: 4244.648438
	Iteration 60F: 3 clusters Score -401058.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -401063.968750 Penalty: 4244.648438
	Iteration 61Q: 3 clusters Score -401064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -401067.468750 Penalty: 4244.648438
	Iteration 62Q: 3 clusters Score -401067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -401070.500000 Penalty: 4244.648438
	Iteration 63Q: 3 clusters Score -401070.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -401075.093750 Penalty: 4244.648438
	Iteration 64Q: 3 clusters Score -401075.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -401076.000000 Penalty: 4244.648438
	Iteration 65Q: 3 clusters Score -401076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -401078.593750 Penalty: 4244.648438
	Iteration 66Q: 3 clusters Score -401078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -401080.937500 Penalty: 4244.648438
	Iteration 67Q: 3 clusters Score -401080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -401082.812500 Penalty: 4244.648438
	Iteration 68Q: 3 clusters Score -401082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -401084.812500 Penalty: 4244.648438
	Iteration 69Q: 3 clusters Score -401084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -401087.968750 Penalty: 4244.648438
	Iteration 70Q: 3 clusters Score -401088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -401089.000000 Penalty: 4244.648438
	Iteration 71Q: 3 clusters Score -401089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -401091.500000 Penalty: 4244.648438
	Iteration 72Q: 3 clusters Score -401091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -401092.781250 Penalty: 4244.648438
	Iteration 73Q: 3 clusters Score -401092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -401094.468750 Penalty: 4244.648438
	Iteration 74Q: 3 clusters Score -401094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -401095.812500 Penalty: 4244.648438
	Iteration 75Q: 3 clusters Score -401095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -401098.156250 Penalty: 4244.648438
	Iteration 76Q: 3 clusters Score -401098.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -401098.531250 Penalty: 4244.648438
	Iteration 77Q: 3 clusters Score -401098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -401101.812500 Penalty: 4244.648438
	Iteration 78Q: 3 clusters Score -401101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -401105.031250 Penalty: 4244.648438
	Iteration 79Q: 3 clusters Score -401105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -401106.500000 Penalty: 4244.648438
	Iteration 80F: 3 clusters Score -401106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -401108.968750 Penalty: 4244.648438
	Iteration 81Q: 3 clusters Score -401109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -401110.781250 Penalty: 4244.648438
	Iteration 82Q: 3 clusters Score -401110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -401113.031250 Penalty: 4244.648438
	Iteration 83Q: 3 clusters Score -401113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -401113.687500 Penalty: 4244.648438
	Iteration 84Q: 3 clusters Score -401113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -401114.562500 Penalty: 4244.648438
	Iteration 85Q: 3 clusters Score -401114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -401114.562500 Penalty: 4244.648438
	Iteration 86F: 3 clusters Score -401114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -122584.851562 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -122584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120344.875000 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -120344.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -120776.453125 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -120776.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -120999.882812 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -120999.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -121114.859375 Penalty: 3597.721436
	Iteration 3F: 3 clusters Score -121114.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121191.953125 Penalty: 3597.721436
	Iteration 4Q: 3 clusters Score -121192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -121244.718750 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -121244.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -121284.062500 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -121284.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121313.398438 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -121313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -121326.601562 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -121326.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -121338.140625 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -121338.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121345.625000 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -121345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -121352.828125 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -121352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -121359.335938 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -121359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121365.148438 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -121365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121377.882812 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -121377.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -121385.320312 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -121385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121394.015625 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -121394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121398.250000 Penalty: 3597.721436
	Iteration 17Q: 3 clusters Score -121398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121404.734375 Penalty: 3597.721436
	Iteration 18Q: 3 clusters Score -121404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121412.851562 Penalty: 3597.721436
	Iteration 19Q: 3 clusters Score -121412.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -121420.679688 Penalty: 3597.721436
	Iteration 20F: 3 clusters Score -121420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -121422.546875 Penalty: 3597.721436
	Iteration 21Q: 3 clusters Score -121422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -121423.039062 Penalty: 3597.721436
	Iteration 22Q: 3 clusters Score -121423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121423.851562 Penalty: 3597.721436
	Iteration 23Q: 3 clusters Score -121423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -121425.867188 Penalty: 3597.721436
	Iteration 24Q: 3 clusters Score -121425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -121427.593750 Penalty: 3597.721436
	Iteration 25Q: 3 clusters Score -121427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -121428.125000 Penalty: 3597.721436
	Iteration 26Q: 3 clusters Score -121428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -121428.125000 Penalty: 3597.721436
	Iteration 27F: 3 clusters Score -121428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61753.226562 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61753.23 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -62084.777344 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -62084.78 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62351.132812 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62351.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -62555.828125 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -62555.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -62688.960938 Penalty: 3318.041016
	Iteration 4F: 3 clusters Score -62688.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -62753.410156 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62753.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62799.058594 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62799.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -62840.996094 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62888.628906 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62888.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62924.875000 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62924.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62938.937500 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62938.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62954.203125 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -62954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -62963.808594 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -62963.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -62973.726562 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -62973.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62980.257812 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -62980.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62982.355469 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -62982.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62983.125000 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -62983.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62985.894531 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -62985.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62987.417969 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -62987.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62987.417969 Penalty: 3318.041016
	Iteration 19F: 3 clusters Score -62987.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75116.507812 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75116.51 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75408.898438 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75408.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75475.875000 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -75475.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -75504.890625 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75504.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75522.039062 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75522.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75533.414062 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75533.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75543.109375 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75543.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75549.218750 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -75549.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75553.468750 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -75553.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75555.164062 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -75555.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75556.921875 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -75556.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -75561.039062 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -75561.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75562.367188 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -75562.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -75566.007812 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -75566.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75567.578125 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -75567.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75567.578125 Penalty: 3423.261719
	Iteration 15F: 3 clusters Score -75567.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -246156.156250 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -246156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -243037.109375 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -243037.1 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243735.937500 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -243735.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -243943.562500 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -243943.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -244106.406250 Penalty: 3933.203857
	Iteration 3F: 3 clusters Score -244106.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -244243.343750 Penalty: 3933.203857
	Iteration 4Q: 3 clusters Score -244243.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -244345.312500 Penalty: 3933.203857
	Iteration 5Q: 3 clusters Score -244345.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -244434.062500 Penalty: 3933.203857
	Iteration 6Q: 3 clusters Score -244434.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -244504.109375 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -244504.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -244566.578125 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -244566.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -244621.453125 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -244621.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -244675.765625 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -244675.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -244718.796875 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -244718.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -244754.625000 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -244754.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244800.062500 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -244800.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244839.359375 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -244839.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -244877.859375 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -244877.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244908.875000 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -244908.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244934.015625 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -244934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -244955.062500 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -244955.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -244975.968750 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -244976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -244998.671875 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -244998.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -245022.750000 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -245022.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245051.781250 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -245051.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245074.593750 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -245074.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245088.375000 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -245088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -245094.953125 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -245095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -245099.734375 Penalty: 3933.203857
	Iteration 26Q: 3 clusters Score -245099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245103.062500 Penalty: 3933.203857
	Iteration 27Q: 3 clusters Score -245103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245104.390625 Penalty: 3933.203857
	Iteration 28Q: 3 clusters Score -245104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -245105.890625 Penalty: 3933.203857
	Iteration 29Q: 3 clusters Score -245105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -245106.609375 Penalty: 3933.203857
	Iteration 30Q: 3 clusters Score -245106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245106.859375 Penalty: 3933.203857
	Iteration 31Q: 3 clusters Score -245106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245106.859375 Penalty: 3933.203857
	Iteration 32F: 3 clusters Score -245106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99965.117188 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -99965.12 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -100332.351562 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100332.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100535.593750 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100535.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100712.070312 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -100712.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100881.132812 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -100881.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -101094.062500 Penalty: 3492.974121
	Iteration 5F: 3 clusters Score -101094.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -101255.156250 Penalty: 3492.974121
	Iteration 6F: 3 clusters Score -101255.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -101359.460938 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -101359.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -101484.320312 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101484.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -101580.835938 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101580.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -101674.554688 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -101707.781250 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -101728.382812 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -101728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101736.218750 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -101736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -101745.796875 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -101745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -101753.335938 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -101753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -101754.117188 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -101754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -101754.117188 Penalty: 3492.974121
	Iteration 17F: 3 clusters Score -101754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -211587.906250 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211587.9 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -212262.203125 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212262.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212438.859375 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212438.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -212523.718750 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -212523.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -212589.296875 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212589.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -212650.578125 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212650.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -212700.828125 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212700.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -212744.625000 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212744.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -212777.687500 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212777.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -212801.484375 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212801.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -212818.968750 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -212837.531250 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212837.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -212852.781250 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212852.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212868.921875 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212868.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212880.031250 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212891.359375 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212891.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -212904.750000 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212904.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212912.062500 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212916.968750 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -212923.859375 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212923.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -212929.593750 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -212935.390625 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -212939.750000 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212939.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -212947.890625 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212947.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -212952.671875 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212952.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -212958.171875 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -212958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -212962.562500 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -212962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -212966.953125 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -212967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -212971.546875 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -212971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -212975.859375 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -212975.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -212980.359375 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -212980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -212986.859375 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -212986.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -212993.640625 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -212993.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -212997.937500 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -212997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -213002.562500 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -213002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -213007.140625 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -213007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -213010.843750 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -213010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -213014.312500 Penalty: 3956.901855
	Iteration 37Q: 3 clusters Score -213014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -213017.156250 Penalty: 3956.901855
	Iteration 38Q: 3 clusters Score -213017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -213019.781250 Penalty: 3956.901855
	Iteration 39Q: 3 clusters Score -213019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -213024.750000 Penalty: 3956.901855
	Iteration 40F: 3 clusters Score -213024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -213030.093750 Penalty: 3956.901855
	Iteration 41Q: 3 clusters Score -213030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -213032.781250 Penalty: 3956.901855
	Iteration 42Q: 3 clusters Score -213032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -213035.078125 Penalty: 3956.901855
	Iteration 43Q: 3 clusters Score -213035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -213037.125000 Penalty: 3956.901855
	Iteration 44Q: 3 clusters Score -213037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -213038.734375 Penalty: 3956.901855
	Iteration 45Q: 3 clusters Score -213038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -213039.218750 Penalty: 3956.901855
	Iteration 46Q: 3 clusters Score -213039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -213040.031250 Penalty: 3956.901855
	Iteration 47Q: 3 clusters Score -213040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213041.062500 Penalty: 3956.901855
	Iteration 48Q: 3 clusters Score -213041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213042.937500 Penalty: 3956.901855
	Iteration 49Q: 3 clusters Score -213042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213043.453125 Penalty: 3956.901855
	Iteration 50Q: 3 clusters Score -213043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -213044.046875 Penalty: 3956.901855
	Iteration 51Q: 3 clusters Score -213044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -213045.515625 Penalty: 3956.901855
	Iteration 52Q: 3 clusters Score -213045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -213048.265625 Penalty: 3956.901855
	Iteration 53Q: 3 clusters Score -213048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -213049.515625 Penalty: 3956.901855
	Iteration 54Q: 3 clusters Score -213049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -213051.046875 Penalty: 3956.901855
	Iteration 55Q: 3 clusters Score -213051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213051.593750 Penalty: 3956.901855
	Iteration 56Q: 3 clusters Score -213051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -213052.234375 Penalty: 3956.901855
	Iteration 57Q: 3 clusters Score -213052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -213052.781250 Penalty: 3956.901855
	Iteration 58Q: 3 clusters Score -213052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -213053.765625 Penalty: 3956.901855
	Iteration 59Q: 3 clusters Score -213053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -213054.921875 Penalty: 3956.901855
	Iteration 60F: 3 clusters Score -213054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -213056.031250 Penalty: 3956.901855
	Iteration 61Q: 3 clusters Score -213056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -213057.468750 Penalty: 3956.901855
	Iteration 62Q: 3 clusters Score -213057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -213059.593750 Penalty: 3956.901855
	Iteration 63Q: 3 clusters Score -213059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -213061.687500 Penalty: 3956.901855
	Iteration 64Q: 3 clusters Score -213061.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -213063.890625 Penalty: 3956.901855
	Iteration 65Q: 3 clusters Score -213063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -213064.953125 Penalty: 3956.901855
	Iteration 66Q: 3 clusters Score -213065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -213064.953125 Penalty: 3956.901855
	Iteration 67F: 3 clusters Score -213065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Entering Unmasked Estep 
Score: -1439432.000000 Penalty: 2344.473389
	Iteration 0F: 2 clusters Score -1439432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1430012.625000 Penalty: 4688.946777
	Iteration 0F: 3 clusters Score -1430013 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1432803.750000 Penalty: 4688.946777
	Iteration 1F: 3 clusters Score -1432804 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1433101.500000 Penalty: 4688.946777
	Iteration 2F: 3 clusters Score -1433102 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1433327.500000 Penalty: 4688.946777
	Iteration 3Q: 3 clusters Score -1433328 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1433506.375000 Penalty: 4688.946777
	Iteration 4Q: 3 clusters Score -1433506 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1433672.750000 Penalty: 4688.946777
	Iteration 5Q: 3 clusters Score -1433673 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1433802.875000 Penalty: 4688.946777
	Iteration 6Q: 3 clusters Score -1433803 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1433920.375000 Penalty: 4688.946777
	Iteration 7Q: 3 clusters Score -1433920 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1434061.375000 Penalty: 4688.946777
	Iteration 8Q: 3 clusters Score -1434061 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1434214.000000 Penalty: 4688.946777
	Iteration 9Q: 3 clusters Score -1434214 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1434391.625000 Penalty: 4688.946777
	Iteration 10Q: 3 clusters Score -1434392 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1434589.125000 Penalty: 4688.946777
	Iteration 11Q: 3 clusters Score -1434589 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1434811.875000 Penalty: 4688.946777
	Iteration 12Q: 3 clusters Score -1434812 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1435062.375000 Penalty: 4688.946777
	Iteration 13Q: 3 clusters Score -1435062 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1435366.875000 Penalty: 4688.946777
	Iteration 14Q: 3 clusters Score -1435367 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1435714.375000 Penalty: 4688.946777
	Iteration 15Q: 3 clusters Score -1435714 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1436089.625000 Penalty: 4688.946777
	Iteration 16Q: 3 clusters Score -1436090 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1436429.875000 Penalty: 4688.946777
	Iteration 17Q: 3 clusters Score -1436430 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1436662.125000 Penalty: 4688.946777
	Iteration 18Q: 3 clusters Score -1436662 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1436837.500000 Penalty: 4688.946777
	Iteration 19Q: 3 clusters Score -1436838 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1436982.375000 Penalty: 4688.946777
	Iteration 20F: 3 clusters Score -1436982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1437093.250000 Penalty: 4688.946777
	Iteration 21Q: 3 clusters Score -1437093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1437155.750000 Penalty: 4688.946777
	Iteration 22Q: 3 clusters Score -1437156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1437202.500000 Penalty: 4688.946777
	Iteration 23Q: 3 clusters Score -1437202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1437231.750000 Penalty: 4688.946777
	Iteration 24Q: 3 clusters Score -1437232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1437252.625000 Penalty: 4688.946777
	Iteration 25Q: 3 clusters Score -1437253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1437282.375000 Penalty: 4688.946777
	Iteration 26Q: 3 clusters Score -1437282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1437299.375000 Penalty: 4688.946777
	Iteration 27Q: 3 clusters Score -1437299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1437311.750000 Penalty: 4688.946777
	Iteration 28Q: 3 clusters Score -1437312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1437325.875000 Penalty: 4688.946777
	Iteration 29Q: 3 clusters Score -1437326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1437345.500000 Penalty: 4688.946777
	Iteration 30Q: 3 clusters Score -1437346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1437358.875000 Penalty: 4688.946777
	Iteration 31Q: 3 clusters Score -1437359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1437370.125000 Penalty: 4688.946777
	Iteration 32Q: 3 clusters Score -1437370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1437382.750000 Penalty: 4688.946777
	Iteration 33Q: 3 clusters Score -1437383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1437387.375000 Penalty: 4688.946777
	Iteration 34Q: 3 clusters Score -1437387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1437387.750000 Penalty: 4688.946777
	Iteration 35Q: 3 clusters Score -1437388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1437389.750000 Penalty: 4688.946777
	Iteration 36Q: 3 clusters Score -1437390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1437391.500000 Penalty: 4688.946777
	Iteration 37Q: 3 clusters Score -1437392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1437393.750000 Penalty: 4688.946777
	Iteration 38Q: 3 clusters Score -1437394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1437396.125000 Penalty: 4688.946777
	Iteration 39Q: 3 clusters Score -1437396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1437399.000000 Penalty: 4688.946777
	Iteration 40F: 3 clusters Score -1437399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1437401.625000 Penalty: 4688.946777
	Iteration 41Q: 3 clusters Score -1437402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1437404.000000 Penalty: 4688.946777
	Iteration 42Q: 3 clusters Score -1437404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1437405.375000 Penalty: 4688.946777
	Iteration 43Q: 3 clusters Score -1437405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1437406.375000 Penalty: 4688.946777
	Iteration 44Q: 3 clusters Score -1437406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1437407.500000 Penalty: 4688.946777
	Iteration 45Q: 3 clusters Score -1437408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1437409.625000 Penalty: 4688.946777
	Iteration 46Q: 3 clusters Score -1437410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1437413.500000 Penalty: 4688.946777
	Iteration 47Q: 3 clusters Score -1437414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1437413.500000 Penalty: 4688.946777
	Iteration 48F: 3 clusters Score -1437414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20130 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144542 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111597 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120956 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78987 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6574 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98774 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 359Q: 78 clusters Score -1.507989e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144550 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111618 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120948 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78958 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6576 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98780 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 360F: 78 clusters Score -1.507989e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20124 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144556 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111622 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120940 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78953 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6578 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98777 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3941 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 361Q: 78 clusters Score -1.507989e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20121 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144555 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111635 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120936 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78931 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6580 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1396 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98780 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798992.000000 Penalty: 274824.687500
Iteration 362Q: 78 clusters Score -1.50799e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16243 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20121 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144550 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111638 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120935 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78909 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6582 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98793 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 363Q: 78 clusters Score -1.507989e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20117 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144543 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111639 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120937 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78907 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6585 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98794 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798960.000000 Penalty: 274824.687500
Iteration 364Q: 78 clusters Score -1.50799e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20115 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144539 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111635 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120945 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78908 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6585 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98789 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 365Q: 78 clusters Score -1.507989e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20114 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144540 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111641 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120946 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78892 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6585 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98795 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 366Q: 78 clusters Score -1.507989e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20112 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144541 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111650 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120947 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78867 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5593 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6585 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98810 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 367Q: 78 clusters Score -1.507989e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20108 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144531 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111662 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120955 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78839 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6586 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98829 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 368Q: 78 clusters Score -1.507989e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20105 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144529 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111668 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120950 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78823 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5592 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6587 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98851 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 369Q: 78 clusters Score -1.507989e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20106 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144527 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111680 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120947 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78798 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5591 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6588 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98866 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 370Q: 78 clusters Score -1.507989e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20104 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144524 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111693 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120940 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78790 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6588 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98875 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798992.000000 Penalty: 274824.687500
Iteration 371Q: 78 clusters Score -1.50799e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144522 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111701 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120943 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78782 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6588 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98879 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 372Q: 78 clusters Score -1.507991e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144521 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111698 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120944 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78763 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6587 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98901 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799088.000000 Penalty: 274824.687500
Iteration 373Q: 78 clusters Score -1.507991e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20102 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144524 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111705 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120943 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78738 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5588 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6587 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98915 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799040.000000 Penalty: 274824.687500
Iteration 374Q: 78 clusters Score -1.50799e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20100 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144519 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111709 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120941 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78724 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5588 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6588 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98933 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799040.000000 Penalty: 274824.687500
Iteration 375Q: 78 clusters Score -1.50799e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20096 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144512 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111716 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120938 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78713 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5589 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6590 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98947 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 376Q: 78 clusters Score -1.50799e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20093 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144514 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111735 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120932 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78687 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5588 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6591 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98962 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 377Q: 78 clusters Score -1.50799e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20088 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144510 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111751 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120933 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78665 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6592 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98976 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 378Q: 78 clusters Score -1.50799e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20086 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144503 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111761 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120932 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78646 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6594 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 98989 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799024.000000 Penalty: 274824.687500
Iteration 379Q: 78 clusters Score -1.50799e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20086 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144502 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111767 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120929 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78617 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99009 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799088.000000 Penalty: 274824.687500
Iteration 380F: 78 clusters Score -1.507991e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20085 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144503 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111777 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120921 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78606 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6597 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99014 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799072.000000 Penalty: 274824.687500
Iteration 381Q: 78 clusters Score -1.507991e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20082 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144500 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111786 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120926 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78586 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99024 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 382Q: 78 clusters Score -1.507991e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20083 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144501 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111798 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120930 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78556 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99039 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 383Q: 78 clusters Score -1.507992e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20082 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111809 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120933 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78522 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99066 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 384Q: 78 clusters Score -1.507991e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20080 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111815 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120938 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78493 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99082 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 385Q: 78 clusters Score -1.507992e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20079 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144488 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111808 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120941 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78473 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99102 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3942 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799152.000000 Penalty: 274824.687500
Iteration 386Q: 78 clusters Score -1.507992e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20077 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144487 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111809 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120952 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78441 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6596 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99116 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799232.000000 Penalty: 274824.687500
Iteration 387Q: 78 clusters Score -1.507992e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20074 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144485 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111822 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120950 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78405 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6597 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99138 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799216.000000 Penalty: 274824.687500
Iteration 388Q: 78 clusters Score -1.507992e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20074 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144483 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111821 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120947 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78389 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6597 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99151 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 389Q: 78 clusters Score -1.507991e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20075 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144483 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111824 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120946 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78371 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6598 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99164 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 390Q: 78 clusters Score -1.507992e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20073 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111820 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120946 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78357 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6599 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99168 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 391Q: 78 clusters Score -1.507991e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16240 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20072 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144498 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111823 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120941 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78338 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6601 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99173 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799168.000000 Penalty: 274824.687500
Iteration 392Q: 78 clusters Score -1.507992e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20066 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144501 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111823 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120938 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78319 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6606 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1394 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99184 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799200.000000 Penalty: 274824.687500
Iteration 393Q: 78 clusters Score -1.507992e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20062 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144506 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111827 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120940 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78296 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6609 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99189 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 394Q: 78 clusters Score -1.507991e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20061 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144510 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111829 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120940 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78275 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6611 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99198 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 395Q: 78 clusters Score -1.507991e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20060 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144511 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111829 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120942 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78244 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6613 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99210 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799088.000000 Penalty: 274824.687500
Iteration 396Q: 78 clusters Score -1.507991e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144507 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111834 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120945 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78227 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6613 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99216 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799008.000000 Penalty: 274824.687500
Iteration 397Q: 78 clusters Score -1.50799e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144499 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111840 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120942 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78219 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6612 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99227 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 398Q: 78 clusters Score -1.507991e+08 nChanged 45
Entering ConstructFrom: 
Score: -150799056.000000 Penalty: 274824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -156695.984375 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156696 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -157181.140625 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157181.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -157312.812500 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157312.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -157380.359375 Penalty: 3812.108887
	Iteration 3Q: 3 clusters Score -157380.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -157429.203125 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157429.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -157465.453125 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157465.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -157495.625000 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157495.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -157512.390625 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -157512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -157521.515625 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -157521.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -157535.203125 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -157535.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -157552.843750 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -157552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -157565.093750 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -157565.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -157581.796875 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -157581.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -157596.953125 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -157597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -157606.984375 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -157607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -157614.625000 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -157614.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -157621.968750 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -157622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -157631.812500 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -157631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -157637.218750 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -157637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -157645.468750 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -157645.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -157650.984375 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -157651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -157652.984375 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -157653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -157656.671875 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -157656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -157658.578125 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -157658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -157661.296875 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -157661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157663.046875 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -157663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -157665.281250 Penalty: 3812.108887
	Iteration 26Q: 3 clusters Score -157665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -157666.515625 Penalty: 3812.108887
	Iteration 27Q: 3 clusters Score -157666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157666.640625 Penalty: 3812.108887
	Iteration 28Q: 3 clusters Score -157666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157666.640625 Penalty: 3812.108887
	Iteration 29F: 3 clusters Score -157666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -595678.250000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595678.2 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -597416.062500 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597416.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -597650.312500 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597650.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -597797.625000 Penalty: 4438.434082
	Iteration 3Q: 3 clusters Score -597797.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -597904.625000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -597904.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -597984.125000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -597984.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -598063.312500 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598063.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -598158.937500 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598158.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -598264.312500 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598264.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -598377.562500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598377.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -598489.125000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598489.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -598602.437500 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -598602.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -598719.625000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -598719.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -598838.562500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -598838.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -598969.125000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -598969.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -599091.937500 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -599091.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -599205.312500 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -599205.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -599306.625000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -599306.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -599414.187500 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -599414.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -599518.812500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -599518.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -599606.937500 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -599606.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -599681.125000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -599681.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -599747.500000 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -599747.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -599798.562500 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -599798.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -599838.812500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -599838.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -599866.437500 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -599866.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -599892.562500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -599892.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -599912.875000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -599912.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -599925.500000 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -599925.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -599933.500000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -599933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -599941.062500 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -599941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -599946.312500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -599946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -599951.437500 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -599951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -599957.250000 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -599957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -599962.812500 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -599962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -599963.750000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -599963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -599963.750000 Penalty: 4438.434082
	Iteration 36F: 3 clusters Score -599963.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -81329.054688 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81329.05 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -81985.820312 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -81985.82 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82410.632812 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -82410.63 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82640.734375 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -82640.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -82764.796875 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -82764.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -82873.296875 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -82873.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82956.640625 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -82956.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83019.554688 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -83019.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -83042.914062 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -83042.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83070.484375 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -83070.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83090.296875 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -83090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83098.367188 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -83098.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83105.859375 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -83105.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83116.867188 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -83116.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83120.289062 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -83120.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83126.515625 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -83126.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83132.179688 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -83132.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83137.195312 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -83137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -83139.859375 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -83139.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83142.210938 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -83142.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83146.164062 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -83146.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83149.726562 Penalty: 3591.006592
	Iteration 21Q: 3 clusters Score -83149.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83150.460938 Penalty: 3591.006592
	Iteration 22Q: 3 clusters Score -83150.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -83151.414062 Penalty: 3591.006592
	Iteration 23Q: 3 clusters Score -83151.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83152.125000 Penalty: 3591.006592
	Iteration 24Q: 3 clusters Score -83152.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83152.718750 Penalty: 3591.006592
	Iteration 25Q: 3 clusters Score -83152.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83154.023438 Penalty: 3591.006592
	Iteration 26Q: 3 clusters Score -83154.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83154.023438 Penalty: 3591.006592
	Iteration 27F: 3 clusters Score -83154.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -446097.468750 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446097.5 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -447411.593750 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447411.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -447710.031250 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447710 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -447995.906250 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -447995.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -448299.718750 Penalty: 4310.141602
	Iteration 4F: 3 clusters Score -448299.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -448702.875000 Penalty: 4310.141602
	Iteration 5F: 3 clusters Score -448702.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -449203.625000 Penalty: 4310.141602
	Iteration 6F: 3 clusters Score -449203.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -449597.812500 Penalty: 4310.141602
	Iteration 7F: 3 clusters Score -449597.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -449891.031250 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -449891 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -450161.218750 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -450161.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -450386.562500 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -450386.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -450557.593750 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -450557.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -450655.093750 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -450655.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -450713.343750 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -450713.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -450745.531250 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -450745.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -450770.531250 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -450770.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -450785.406250 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -450785.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -450794.781250 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -450794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -450798.718750 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -450798.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -450803.937500 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -450803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -450807.468750 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -450807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -450809.625000 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -450809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -450810.906250 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -450810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -450810.906250 Penalty: 4310.141602
	Iteration 23F: 3 clusters Score -450810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -100148.742188 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100148.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -100497.304688 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100497.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -100592.593750 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100592.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100636.367188 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100636.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -100660.539062 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100660.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -100672.640625 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -100679.710938 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -100686.070312 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -100691.460938 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -100694.226562 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -100697.484375 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -100703.882812 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -100711.953125 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -100717.781250 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -100717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -100721.625000 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -100721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -100722.843750 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -100722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -100724.312500 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -100724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -100725.632812 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -100725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -100725.632812 Penalty: 3588.151855
	Iteration 18F: 3 clusters Score -100725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54548.441406 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54548.44 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54864.757812 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54864.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54966.898438 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -54966.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55023.109375 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -55023.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55072.519531 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55072.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55115.519531 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55115.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55153.933594 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55153.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55193.332031 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55193.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -55219.972656 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55219.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -55237.246094 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -55237.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -55264.410156 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -55264.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -55286.347656 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -55286.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -55317.300781 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -55317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55339.113281 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -55339.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55379.328125 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -55379.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55414.898438 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -55414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55448.054688 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -55448.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55490.210938 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -55490.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55517.199219 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -55517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55545.296875 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -55545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55558.347656 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -55558.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55565.621094 Penalty: 3356.602051
	Iteration 21Q: 3 clusters Score -55565.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55571.921875 Penalty: 3356.602051
	Iteration 22Q: 3 clusters Score -55571.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55576.191406 Penalty: 3356.602051
	Iteration 23Q: 3 clusters Score -55576.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55577.562500 Penalty: 3356.602051
	Iteration 24Q: 3 clusters Score -55577.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55577.562500 Penalty: 3356.602051
	Iteration 25F: 3 clusters Score -55577.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 2975.046143
	Iteration 0F: 2 clusters Score -1.336454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -13256107.000000 Penalty: 5950.092285
	Iteration 0F: 3 clusters Score -1.325611e+07 nChanged 77426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -13300813.000000 Penalty: 5950.092285
	Iteration 1F: 3 clusters Score -1.330081e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -13301579.000000 Penalty: 5950.092285
	Iteration 2Q: 3 clusters Score -1.330158e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -13302569.000000 Penalty: 5950.092285
	Iteration 3Q: 3 clusters Score -1.330257e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -13303941.000000 Penalty: 5950.092285
	Iteration 4Q: 3 clusters Score -1.330394e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -13306030.000000 Penalty: 5950.092285
	Iteration 5Q: 3 clusters Score -1.330603e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -13309871.000000 Penalty: 5950.092285
	Iteration 6Q: 3 clusters Score -1.330987e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -13316576.000000 Penalty: 5950.092285
	Iteration 7F: 3 clusters Score -1.331658e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -13327215.000000 Penalty: 5950.092285
	Iteration 8F: 3 clusters Score -1.332722e+07 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 137776 members 
Entering Unmasked Estep 
Score: -13340157.000000 Penalty: 5950.092285
	Iteration 9F: 3 clusters Score -1.334016e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -13351123.000000 Penalty: 5950.092285
	Iteration 10F: 3 clusters Score -1.335112e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -13357192.000000 Penalty: 5950.092285
	Iteration 11Q: 3 clusters Score -1.335719e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -13359839.000000 Penalty: 5950.092285
	Iteration 12Q: 3 clusters Score -1.335984e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -13360969.000000 Penalty: 5950.092285
	Iteration 13Q: 3 clusters Score -1.336097e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -13361457.000000 Penalty: 5950.092285
	Iteration 14Q: 3 clusters Score -1.336146e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 159701 members 
Entering Unmasked Estep 
Score: -13361746.000000 Penalty: 5950.092285
	Iteration 15Q: 3 clusters Score -1.336175e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -13361894.000000 Penalty: 5950.092285
	Iteration 16Q: 3 clusters Score -1.336189e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 160114 members 
Entering Unmasked Estep 
Score: -13361988.000000 Penalty: 5950.092285
	Iteration 17Q: 3 clusters Score -1.336199e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -13362053.000000 Penalty: 5950.092285
	Iteration 18Q: 3 clusters Score -1.336205e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -13362057.000000 Penalty: 5950.092285
	Iteration 19Q: 3 clusters Score -1.336206e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -13362077.000000 Penalty: 5950.092285
	Iteration 20F: 3 clusters Score -1.336208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -13362108.000000 Penalty: 5950.092285
	Iteration 21Q: 3 clusters Score -1.336211e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -13362121.000000 Penalty: 5950.092285
	Iteration 22Q: 3 clusters Score -1.336212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -13362116.000000 Penalty: 5950.092285
	Iteration 23Q: 3 clusters Score -1.336212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -13362129.000000 Penalty: 5950.092285
	Iteration 24Q: 3 clusters Score -1.336213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -13362134.000000 Penalty: 5950.092285
	Iteration 25Q: 3 clusters Score -1.336213e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 160619 members 
Entering Unmasked Estep 
Score: -13362146.000000 Penalty: 5950.092285
	Iteration 26Q: 3 clusters Score -1.336215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 160636 members 
Entering Unmasked Estep 
Score: -13362155.000000 Penalty: 5950.092285
	Iteration 27Q: 3 clusters Score -1.336216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 160646 members 
Entering Unmasked Estep 
Score: -13362161.000000 Penalty: 5950.092285
	Iteration 28Q: 3 clusters Score -1.336216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 160656 members 
Entering Unmasked Estep 
Score: -13362148.000000 Penalty: 5950.092285
	Iteration 29Q: 3 clusters Score -1.336215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -13362154.000000 Penalty: 5950.092285
	Iteration 30Q: 3 clusters Score -1.336215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -13362173.000000 Penalty: 5950.092285
	Iteration 31Q: 3 clusters Score -1.336217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 160686 members 
Entering Unmasked Estep 
Score: -13362184.000000 Penalty: 5950.092285
	Iteration 32Q: 3 clusters Score -1.336218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 160692 members 
Entering Unmasked Estep 
Score: -13362181.000000 Penalty: 5950.092285
	Iteration 33Q: 3 clusters Score -1.336218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 160700 members 
Entering Unmasked Estep 
Score: -13362190.000000 Penalty: 5950.092285
	Iteration 34Q: 3 clusters Score -1.336219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -13362183.000000 Penalty: 5950.092285
	Iteration 35Q: 3 clusters Score -1.336218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 160710 members 
Entering Unmasked Estep 
Score: -13362190.000000 Penalty: 5950.092285
	Iteration 36Q: 3 clusters Score -1.336219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 160716 members 
Entering Unmasked Estep 
Score: -13362192.000000 Penalty: 5950.092285
	Iteration 37Q: 3 clusters Score -1.336219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -13362213.000000 Penalty: 5950.092285
	Iteration 38Q: 3 clusters Score -1.336221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -13362194.000000 Penalty: 5950.092285
	Iteration 39Q: 3 clusters Score -1.336219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -13362209.000000 Penalty: 5950.092285
	Iteration 40F: 3 clusters Score -1.336221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 160749 members 
Entering Unmasked Estep 
Score: -13362208.000000 Penalty: 5950.092285
	Iteration 41Q: 3 clusters Score -1.336221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 160757 members 
Entering Unmasked Estep 
Score: -13362218.000000 Penalty: 5950.092285
	Iteration 42Q: 3 clusters Score -1.336222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -13362211.000000 Penalty: 5950.092285
	Iteration 43Q: 3 clusters Score -1.336221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -13362218.000000 Penalty: 5950.092285
	Iteration 44Q: 3 clusters Score -1.336222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 160773 members 
Entering Unmasked Estep 
Score: -13362212.000000 Penalty: 5950.092285
	Iteration 45Q: 3 clusters Score -1.336221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 160776 members 
Entering Unmasked Estep 
Score: -13362213.000000 Penalty: 5950.092285
	Iteration 46Q: 3 clusters Score -1.336221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -13362212.000000 Penalty: 5950.092285
	Iteration 47Q: 3 clusters Score -1.336221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 160791 members 
Entering Unmasked Estep 
Score: -13362212.000000 Penalty: 5950.092285
	Iteration 48Q: 3 clusters Score -1.336221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -13362208.000000 Penalty: 5950.092285
	Iteration 49Q: 3 clusters Score -1.336221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 160805 members 
Entering Unmasked Estep 
Score: -13362221.000000 Penalty: 5950.092285
	Iteration 50Q: 3 clusters Score -1.336222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -13362224.000000 Penalty: 5950.092285
	Iteration 51Q: 3 clusters Score -1.336222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -13362226.000000 Penalty: 5950.092285
	Iteration 52Q: 3 clusters Score -1.336223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -13362226.000000 Penalty: 5950.092285
	Iteration 53F: 3 clusters Score -1.336223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Entering Unmasked Estep 
Score: -1504014.875000 Penalty: 2404.372070
	Iteration 0F: 2 clusters Score -1504015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1492414.125000 Penalty: 4808.744141
	Iteration 0F: 3 clusters Score -1492414 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1496246 nChanged 999
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1497282 nChanged 868
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1498270 nChanged 838
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Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1498786 nChanged 808
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Mstep: Class 1 contains 8211 members 
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	Iteration 7Q: 3 clusters Score -1499274 nChanged 731
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Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1499615 nChanged 593
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Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1499854 nChanged 455
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1500106 nChanged 277
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Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1500172 nChanged 227
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Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1500217.250000 Penalty: 4808.744141
	Iteration 13Q: 3 clusters Score -1500217 nChanged 178
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Mstep: Class 1 contains 8428 members 
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1500262 nChanged 136
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Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1500286 nChanged 116
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Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1500301 nChanged 122
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Mstep: Class 1 contains 8610 members 
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1500326 nChanged 115
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Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1500344 nChanged 100
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Mstep: Class 1 contains 8769 members 
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Entering Unmasked Estep 
Score: -1500362.500000 Penalty: 4808.744141
	Iteration 19Q: 3 clusters Score -1500362 nChanged 108
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Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1500383.125000 Penalty: 4808.744141
	Iteration 20F: 3 clusters Score -1500383 nChanged 103
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Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1500402.500000 Penalty: 4808.744141
	Iteration 21Q: 3 clusters Score -1500402 nChanged 100
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Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1500421 nChanged 88
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1500437 nChanged 91
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Mstep: Class 1 contains 9219 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1500450 nChanged 87
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Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1500464 nChanged 83
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Mstep: Class 1 contains 9379 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1500472 nChanged 85
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Mstep: Class 1 contains 9464 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1500490 nChanged 83
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1500500 nChanged 70
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Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1500507 nChanged 64
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1500522 nChanged 74
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Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1500532 nChanged 88
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Mstep: Class 1 contains 9833 members 
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	Iteration 32Q: 3 clusters Score -1500546 nChanged 98
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Mstep: Class 1 contains 9925 members 
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	Iteration 33Q: 3 clusters Score -1500561 nChanged 85
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	Iteration 34Q: 3 clusters Score -1500579 nChanged 106
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	Iteration 35Q: 3 clusters Score -1500602 nChanged 122
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	Iteration 36Q: 3 clusters Score -1500624 nChanged 151
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	Iteration 37Q: 3 clusters Score -1500663 nChanged 144
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	Iteration 38Q: 3 clusters Score -1500695 nChanged 167
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	Iteration 39Q: 3 clusters Score -1500740 nChanged 151
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	Iteration 40F: 3 clusters Score -1500776 nChanged 174
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Mstep: Class 2 contains 5234 members 
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	Iteration 41Q: 3 clusters Score -1500816 nChanged 184
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	Iteration 42Q: 3 clusters Score -1500864 nChanged 187
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	Iteration 43Q: 3 clusters Score -1500926 nChanged 206
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Mstep: Class 1 contains 11564 members 
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	Iteration 44Q: 3 clusters Score -1500998 nChanged 205
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Mstep: Class 1 contains 11767 members 
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	Iteration 45Q: 3 clusters Score -1501080 nChanged 223
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	Iteration 46Q: 3 clusters Score -1501180 nChanged 229
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	Iteration 47Q: 3 clusters Score -1501275 nChanged 229
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	Iteration 48Q: 3 clusters Score -1501380 nChanged 237
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	Iteration 49Q: 3 clusters Score -1501499 nChanged 206
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	Iteration 50Q: 3 clusters Score -1501608 nChanged 202
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	Iteration 51Q: 3 clusters Score -1501706 nChanged 183
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	Iteration 52Q: 3 clusters Score -1501788 nChanged 166
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	Iteration 53Q: 3 clusters Score -1501861 nChanged 141
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	Iteration 54Q: 3 clusters Score -1501918 nChanged 123
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	Iteration 55Q: 3 clusters Score -1501964 nChanged 106
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	Iteration 56Q: 3 clusters Score -1501996 nChanged 97
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	Iteration 57Q: 3 clusters Score -1502029 nChanged 82
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	Iteration 58Q: 3 clusters Score -1502056 nChanged 82
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	Iteration 59Q: 3 clusters Score -1502082 nChanged 64
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	Iteration 60F: 3 clusters Score -1502100 nChanged 49
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Score: -1502115.000000 Penalty: 4808.744141
	Iteration 61Q: 3 clusters Score -1502115 nChanged 45
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Score: -1502131.000000 Penalty: 4808.744141
	Iteration 62Q: 3 clusters Score -1502131 nChanged 35
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	Iteration 63Q: 3 clusters Score -1502135 nChanged 30
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	Iteration 64Q: 3 clusters Score -1502147 nChanged 31
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	Iteration 65Q: 3 clusters Score -1502156 nChanged 27
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	Iteration 66Q: 3 clusters Score -1502168 nChanged 23
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	Iteration 67Q: 3 clusters Score -1502166 nChanged 27
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	Iteration 68Q: 3 clusters Score -1502177 nChanged 16
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	Iteration 69Q: 3 clusters Score -1502183 nChanged 13
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1502180 nChanged 12
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	Iteration 71Q: 3 clusters Score -1502183 nChanged 11
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	Iteration 72Q: 3 clusters Score -1502185 nChanged 6
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	Iteration 73Q: 3 clusters Score -1502186 nChanged 6
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	Iteration 74Q: 3 clusters Score -1502187 nChanged 11
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	Iteration 75Q: 3 clusters Score -1502190 nChanged 8
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	Iteration 76Q: 3 clusters Score -1502190 nChanged 6
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	Iteration 77Q: 3 clusters Score -1502193 nChanged 7
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	Iteration 78Q: 3 clusters Score -1502195 nChanged 4
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	Iteration 79Q: 3 clusters Score -1502194 nChanged 8
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Score: -1502195.625000 Penalty: 4808.744141
	Iteration 80F: 3 clusters Score -1502196 nChanged 9
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Score: -1502198.000000 Penalty: 4808.744141
	Iteration 81Q: 3 clusters Score -1502198 nChanged 9
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	Iteration 82Q: 3 clusters Score -1502202 nChanged 4
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	Iteration 83Q: 3 clusters Score -1502204 nChanged 6
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	Iteration 84Q: 3 clusters Score -1502206 nChanged 8
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	Iteration 85Q: 3 clusters Score -1502208 nChanged 7
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	Iteration 86Q: 3 clusters Score -1502211 nChanged 10
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	Iteration 87Q: 3 clusters Score -1502214 nChanged 14
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	Iteration 88Q: 3 clusters Score -1502211 nChanged 26
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Mstep: Class 2 contains 1882 members 
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	Iteration 89Q: 3 clusters Score -1502222 nChanged 16
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Mstep: Class 2 contains 1866 members 
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	Iteration 90Q: 3 clusters Score -1502226 nChanged 18
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Mstep: Class 2 contains 1850 members 
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	Iteration 91Q: 3 clusters Score -1502229 nChanged 14
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1502233 nChanged 11
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	Iteration 93Q: 3 clusters Score -1502238 nChanged 14
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	Iteration 94Q: 3 clusters Score -1502240 nChanged 6
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Entering Unmasked Estep 
Score: -1502242.875000 Penalty: 4808.744141
	Iteration 95Q: 3 clusters Score -1502243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1502244.250000 Penalty: 4808.744141
	Iteration 96Q: 3 clusters Score -1502244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1502248.000000 Penalty: 4808.744141
	Iteration 97Q: 3 clusters Score -1502248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1502249.125000 Penalty: 4808.744141
	Iteration 98Q: 3 clusters Score -1502249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1502249.750000 Penalty: 4808.744141
	Iteration 99Q: 3 clusters Score -1502250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1502253.750000 Penalty: 4808.744141
	Iteration 100F: 3 clusters Score -1502254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1502256.375000 Penalty: 4808.744141
	Iteration 101Q: 3 clusters Score -1502256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1502258.500000 Penalty: 4808.744141
	Iteration 102Q: 3 clusters Score -1502258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1502258.625000 Penalty: 4808.744141
	Iteration 103Q: 3 clusters Score -1502259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1502259.125000 Penalty: 4808.744141
	Iteration 104Q: 3 clusters Score -1502259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1502263.125000 Penalty: 4808.744141
	Iteration 105Q: 3 clusters Score -1502263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1502263.875000 Penalty: 4808.744141
	Iteration 106Q: 3 clusters Score -1502264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1502262.625000 Penalty: 4808.744141
	Iteration 107Q: 3 clusters Score -1502263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1502266.625000 Penalty: 4808.744141
	Iteration 108Q: 3 clusters Score -1502267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1502267.125000 Penalty: 4808.744141
	Iteration 109Q: 3 clusters Score -1502267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1502269.375000 Penalty: 4808.744141
	Iteration 110Q: 3 clusters Score -1502269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1502269.750000 Penalty: 4808.744141
	Iteration 111Q: 3 clusters Score -1502270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1502271.500000 Penalty: 4808.744141
	Iteration 112Q: 3 clusters Score -1502272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1502277.125000 Penalty: 4808.744141
	Iteration 113Q: 3 clusters Score -1502277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1502276.500000 Penalty: 4808.744141
	Iteration 114Q: 3 clusters Score -1502276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1502279.500000 Penalty: 4808.744141
	Iteration 115Q: 3 clusters Score -1502280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1502279.375000 Penalty: 4808.744141
	Iteration 116Q: 3 clusters Score -1502279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1502281.000000 Penalty: 4808.744141
	Iteration 117Q: 3 clusters Score -1502281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1502281.375000 Penalty: 4808.744141
	Iteration 118Q: 3 clusters Score -1502281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1502283.750000 Penalty: 4808.744141
	Iteration 119Q: 3 clusters Score -1502284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1502283.625000 Penalty: 4808.744141
	Iteration 120F: 3 clusters Score -1502284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1502286.875000 Penalty: 4808.744141
	Iteration 121Q: 3 clusters Score -1502287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1502285.000000 Penalty: 4808.744141
	Iteration 122Q: 3 clusters Score -1502285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1502287.500000 Penalty: 4808.744141
	Iteration 123Q: 3 clusters Score -1502288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1502288.875000 Penalty: 4808.744141
	Iteration 124Q: 3 clusters Score -1502289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1502289.000000 Penalty: 4808.744141
	Iteration 125Q: 3 clusters Score -1502289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1502289.125000 Penalty: 4808.744141
	Iteration 126Q: 3 clusters Score -1502289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1502289.125000 Penalty: 4808.744141
	Iteration 127F: 3 clusters Score -1502289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 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 1931 members 
Entering Unmasked Estep 
Score: -240651.828125 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240651.8 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -242030.718750 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -242030.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -242806.312500 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -242806.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -243270.359375 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -243270.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -243473.703125 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -243473.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -243579.859375 Penalty: 4098.868652
	Iteration 5Q: 3 clusters Score -243579.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -243642.937500 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -243642.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -243688.921875 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -243688.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -243729.671875 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243729.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -243754.515625 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243754.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -243768.812500 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243768.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -243779.421875 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -243779.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -243787.906250 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -243787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -243794.000000 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -243794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -243797.828125 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -243797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -243803.046875 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -243803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -243804.125000 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -243804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -243803.968750 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -243804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -243803.968750 Penalty: 4098.868652
	Iteration 18F: 3 clusters Score -243804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 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 1568 members 
Entering Unmasked Estep 
Score: -241742.390625 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241742.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -242430.750000 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242430.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -242574.093750 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242574.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -242666.796875 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242666.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -242739.875000 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242739.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -242789.640625 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242789.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -242833.859375 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242833.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242871.265625 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242871.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -242892.656250 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242892.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -242905.921875 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242905.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -242919.484375 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242919.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -242930.453125 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242930.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -242943.171875 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -242943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -242952.531250 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -242952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -242959.953125 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -242960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -242965.703125 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -242965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -242973.046875 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -242973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -242983.875000 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -242983.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -242989.000000 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -242989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -242990.906250 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -242990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -242992.890625 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -242992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -242992.875000 Penalty: 3995.830322
	Iteration 21Q: 3 clusters Score -242992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -242994.406250 Penalty: 3995.830322
	Iteration 22Q: 3 clusters Score -242994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -242995.859375 Penalty: 3995.830322
	Iteration 23Q: 3 clusters Score -242995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -242996.515625 Penalty: 3995.830322
	Iteration 24Q: 3 clusters Score -242996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -242998.031250 Penalty: 3995.830322
	Iteration 25Q: 3 clusters Score -242998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -242999.281250 Penalty: 3995.830322
	Iteration 26Q: 3 clusters Score -242999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -242999.406250 Penalty: 3995.830322
	Iteration 27Q: 3 clusters Score -242999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -242999.968750 Penalty: 3995.830322
	Iteration 28Q: 3 clusters Score -243000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -243000.562500 Penalty: 3995.830322
	Iteration 29Q: 3 clusters Score -243000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -243001.265625 Penalty: 3995.830322
	Iteration 30Q: 3 clusters Score -243001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -243001.921875 Penalty: 3995.830322
	Iteration 31Q: 3 clusters Score -243001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -243002.140625 Penalty: 3995.830322
	Iteration 32Q: 3 clusters Score -243002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -243002.140625 Penalty: 3995.830322
	Iteration 33F: 3 clusters Score -243002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -539343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -534452.187500 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -534452.2 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -535612.062500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -535612.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -535866.687500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -535866.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -536020.000000 Penalty: 4286.024902
	Iteration 3F: 3 clusters Score -536020 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -536129.312500 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -536129.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -536203.312500 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -536203.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -536253.250000 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -536253.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -536288.125000 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -536288.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -536314.250000 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -536314.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -536338.812500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -536338.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -536360.562500 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -536360.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -536375.375000 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -536375.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -536389.437500 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -536389.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -536405.500000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -536405.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -536421.875000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -536421.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -536432.500000 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -536432.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -536441.937500 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -536441.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -536450.375000 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -536450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -536461.437500 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -536461.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -536470.812500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -536470.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -536482.312500 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -536482.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -536491.812500 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -536491.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -536506.562500 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -536506.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -536521.125000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -536521.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -536530.562500 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -536530.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -536540.500000 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -536540.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -536554.125000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -536554.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -536565.375000 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -536565.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -536575.000000 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -536575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -536581.625000 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -536581.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -536593.750000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -536593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -536605.062500 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -536605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -536615.687500 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -536615.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -536624.250000 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -536624.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -536630.437500 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -536630.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -536636.937500 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -536636.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -536650.437500 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -536650.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -536667.187500 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -536667.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -536689.250000 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -536689.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -536710.187500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -536710.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -536740.687500 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -536740.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -536772.375000 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -536772.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -536803.125000 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -536803.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -536837.812500 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -536837.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -536875.250000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -536875.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -536916.687500 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -536916.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -536963.375000 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -536963.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -537016.500000 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -537016.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -537084.812500 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -537084.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -537150.250000 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -537150.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -537200.812500 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -537200.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -537239.812500 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -537239.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -537296.187500 Penalty: 4286.024902
	Iteration 52Q: 3 clusters Score -537296.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -537357.562500 Penalty: 4286.024902
	Iteration 53Q: 3 clusters Score -537357.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -537409.687500 Penalty: 4286.024902
	Iteration 54Q: 3 clusters Score -537409.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -537454.000000 Penalty: 4286.024902
	Iteration 55Q: 3 clusters Score -537454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -537484.125000 Penalty: 4286.024902
	Iteration 56Q: 3 clusters Score -537484.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -537504.687500 Penalty: 4286.024902
	Iteration 57Q: 3 clusters Score -537504.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -537520.625000 Penalty: 4286.024902
	Iteration 58Q: 3 clusters Score -537520.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -537539.812500 Penalty: 4286.024902
	Iteration 59Q: 3 clusters Score -537539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -537550.750000 Penalty: 4286.024902
	Iteration 60F: 3 clusters Score -537550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -537557.062500 Penalty: 4286.024902
	Iteration 61Q: 3 clusters Score -537557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -537562.875000 Penalty: 4286.024902
	Iteration 62Q: 3 clusters Score -537562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -537568.812500 Penalty: 4286.024902
	Iteration 63Q: 3 clusters Score -537568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -537571.937500 Penalty: 4286.024902
	Iteration 64Q: 3 clusters Score -537571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -537579.437500 Penalty: 4286.024902
	Iteration 65Q: 3 clusters Score -537579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -537579.875000 Penalty: 4286.024902
	Iteration 66Q: 3 clusters Score -537579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -537581.500000 Penalty: 4286.024902
	Iteration 67Q: 3 clusters Score -537581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -537583.687500 Penalty: 4286.024902
	Iteration 68Q: 3 clusters Score -537583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -537583.687500 Penalty: 4286.024902
	Iteration 69Q: 3 clusters Score -537583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -537584.437500 Penalty: 4286.024902
	Iteration 70Q: 3 clusters Score -537584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -537586.687500 Penalty: 4286.024902
	Iteration 71Q: 3 clusters Score -537586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -537587.062500 Penalty: 4286.024902
	Iteration 72Q: 3 clusters Score -537587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -537587.062500 Penalty: 4286.024902
	Iteration 73F: 3 clusters Score -537587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1020998.437500 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020998 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1023861.625000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023862 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1024234.750000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024235 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1024579.687500 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1024580 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1024927.187500 Penalty: 4684.493164
	Iteration 4F: 3 clusters Score -1024927 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1025287.687500 Penalty: 4684.493164
	Iteration 5F: 3 clusters Score -1025288 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1025618.687500 Penalty: 4684.493164
	Iteration 6F: 3 clusters Score -1025619 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1025925.687500 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1025926 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1026193.062500 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1026193 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1026424.062500 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1026424 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1026640.062500 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1026640 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1026860.500000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1026860 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1027094.750000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1027095 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1027314.187500 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1027314 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1027481.312500 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1027481 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1027587.187500 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1027587 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1027647.500000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1027648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1027699.437500 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1027699 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1027734.187500 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1027734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1027773.250000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1027773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1027800.312500 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1027800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1027824.312500 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1027824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1027837.000000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1027837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1027847.750000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1027848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1027859.750000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1027860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1027865.750000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1027866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1027873.000000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1027873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1027882.375000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1027882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1027887.375000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1027887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1027892.375000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1027892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1027896.625000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1027897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1027902.750000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1027903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1027908.312500 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1027908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1027911.937500 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1027912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1027910.312500 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1027910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1027914.312500 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1027914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1027916.000000 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1027916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1027917.000000 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1027917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1027918.812500 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1027919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1027924.250000 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1027924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1027922.000000 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1027922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1027926.312500 Penalty: 4684.493164
	Iteration 41Q: 3 clusters Score -1027926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1027927.437500 Penalty: 4684.493164
	Iteration 42Q: 3 clusters Score -1027927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1027928.500000 Penalty: 4684.493164
	Iteration 43Q: 3 clusters Score -1027928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1027930.687500 Penalty: 4684.493164
	Iteration 44Q: 3 clusters Score -1027931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1027934.750000 Penalty: 4684.493164
	Iteration 45Q: 3 clusters Score -1027935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1027940.562500 Penalty: 4684.493164
	Iteration 46Q: 3 clusters Score -1027941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1027939.437500 Penalty: 4684.493164
	Iteration 47Q: 3 clusters Score -1027939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1027941.812500 Penalty: 4684.493164
	Iteration 48Q: 3 clusters Score -1027942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1027944.687500 Penalty: 4684.493164
	Iteration 49Q: 3 clusters Score -1027945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1027947.687500 Penalty: 4684.493164
	Iteration 50Q: 3 clusters Score -1027948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1027949.562500 Penalty: 4684.493164
	Iteration 51Q: 3 clusters Score -1027950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1027954.250000 Penalty: 4684.493164
	Iteration 52Q: 3 clusters Score -1027954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1027957.687500 Penalty: 4684.493164
	Iteration 53Q: 3 clusters Score -1027958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1027957.812500 Penalty: 4684.493164
	Iteration 54Q: 3 clusters Score -1027958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1027959.437500 Penalty: 4684.493164
	Iteration 55Q: 3 clusters Score -1027959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1027962.437500 Penalty: 4684.493164
	Iteration 56Q: 3 clusters Score -1027962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1027963.250000 Penalty: 4684.493164
	Iteration 57Q: 3 clusters Score -1027963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1027965.000000 Penalty: 4684.493164
	Iteration 58Q: 3 clusters Score -1027965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1027967.250000 Penalty: 4684.493164
	Iteration 59Q: 3 clusters Score -1027967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1027967.062500 Penalty: 4684.493164
	Iteration 60F: 3 clusters Score -1027967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1027966.687500 Penalty: 4684.493164
	Iteration 61Q: 3 clusters Score -1027967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1027966.625000 Penalty: 4684.493164
	Iteration 62Q: 3 clusters Score -1027967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1027967.937500 Penalty: 4684.493164
	Iteration 63Q: 3 clusters Score -1027968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1027970.250000 Penalty: 4684.493164
	Iteration 64Q: 3 clusters Score -1027970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1027972.625000 Penalty: 4684.493164
	Iteration 65Q: 3 clusters Score -1027973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1027975.562500 Penalty: 4684.493164
	Iteration 66Q: 3 clusters Score -1027976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1027975.187500 Penalty: 4684.493164
	Iteration 67Q: 3 clusters Score -1027975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1027976.187500 Penalty: 4684.493164
	Iteration 68Q: 3 clusters Score -1027976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1027977.250000 Penalty: 4684.493164
	Iteration 69Q: 3 clusters Score -1027977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1027979.000000 Penalty: 4684.493164
	Iteration 70Q: 3 clusters Score -1027979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1027981.812500 Penalty: 4684.493164
	Iteration 71Q: 3 clusters Score -1027982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1027983.375000 Penalty: 4684.493164
	Iteration 72Q: 3 clusters Score -1027983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1027983.625000 Penalty: 4684.493164
	Iteration 73Q: 3 clusters Score -1027984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1027984.937500 Penalty: 4684.493164
	Iteration 74Q: 3 clusters Score -1027985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1027985.375000 Penalty: 4684.493164
	Iteration 75Q: 3 clusters Score -1027985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1027984.937500 Penalty: 4684.493164
	Iteration 76Q: 3 clusters Score -1027985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1027984.312500 Penalty: 4684.493164
	Iteration 77Q: 3 clusters Score -1027984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1027988.187500 Penalty: 4684.493164
	Iteration 78Q: 3 clusters Score -1027988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1027988.250000 Penalty: 4684.493164
	Iteration 79Q: 3 clusters Score -1027988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1027987.500000 Penalty: 4684.493164
	Iteration 80F: 3 clusters Score -1027988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1027987.000000 Penalty: 4684.493164
	Iteration 81Q: 3 clusters Score -1027987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1027988.750000 Penalty: 4684.493164
	Iteration 82Q: 3 clusters Score -1027989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1027988.687500 Penalty: 4684.493164
	Iteration 83Q: 3 clusters Score -1027989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1027988.187500 Penalty: 4684.493164
	Iteration 84Q: 3 clusters Score -1027988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1027989.187500 Penalty: 4684.493164
	Iteration 85Q: 3 clusters Score -1027989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1027988.875000 Penalty: 4684.493164
	Iteration 86Q: 3 clusters Score -1027989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1027988.875000 Penalty: 4684.493164
	Iteration 87F: 3 clusters Score -1027989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Entering Unmasked Estep 
Score: -1909751.500000 Penalty: 2456.770752
	Iteration 0F: 2 clusters Score -1909752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1895809.250000 Penalty: 4913.541504
	Iteration 0F: 3 clusters Score -1895809 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1900527.750000 Penalty: 4913.541504
	Iteration 1F: 3 clusters Score -1900528 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1900911.125000 Penalty: 4913.541504
	Iteration 2F: 3 clusters Score -1900911 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1901265.375000 Penalty: 4913.541504
	Iteration 3Q: 3 clusters Score -1901265 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1901617.625000 Penalty: 4913.541504
	Iteration 4Q: 3 clusters Score -1901618 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1901982.000000 Penalty: 4913.541504
	Iteration 5Q: 3 clusters Score -1901982 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1902410.875000 Penalty: 4913.541504
	Iteration 6Q: 3 clusters Score -1902411 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1902875.625000 Penalty: 4913.541504
	Iteration 7Q: 3 clusters Score -1902876 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1903362.000000 Penalty: 4913.541504
	Iteration 8Q: 3 clusters Score -1903362 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1903879.625000 Penalty: 4913.541504
	Iteration 9Q: 3 clusters Score -1903880 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1904361.000000 Penalty: 4913.541504
	Iteration 10Q: 3 clusters Score -1904361 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1904729.500000 Penalty: 4913.541504
	Iteration 11Q: 3 clusters Score -1904730 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1905048.125000 Penalty: 4913.541504
	Iteration 12Q: 3 clusters Score -1905048 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1905313.125000 Penalty: 4913.541504
	Iteration 13Q: 3 clusters Score -1905313 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1905536.750000 Penalty: 4913.541504
	Iteration 14Q: 3 clusters Score -1905537 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1905709.875000 Penalty: 4913.541504
	Iteration 15Q: 3 clusters Score -1905710 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1905865.000000 Penalty: 4913.541504
	Iteration 16Q: 3 clusters Score -1905865 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1905995.625000 Penalty: 4913.541504
	Iteration 17Q: 3 clusters Score -1905996 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1906127.500000 Penalty: 4913.541504
	Iteration 18Q: 3 clusters Score -1906128 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1906274.250000 Penalty: 4913.541504
	Iteration 19Q: 3 clusters Score -1906274 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1906426.125000 Penalty: 4913.541504
	Iteration 20F: 3 clusters Score -1906426 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1906597.875000 Penalty: 4913.541504
	Iteration 21Q: 3 clusters Score -1906598 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1906792.750000 Penalty: 4913.541504
	Iteration 22Q: 3 clusters Score -1906793 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1906998.250000 Penalty: 4913.541504
	Iteration 23Q: 3 clusters Score -1906998 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1907288.625000 Penalty: 4913.541504
	Iteration 24Q: 3 clusters Score -1907289 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1907575.500000 Penalty: 4913.541504
	Iteration 25Q: 3 clusters Score -1907576 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1907849.250000 Penalty: 4913.541504
	Iteration 26Q: 3 clusters Score -1907849 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1908096.125000 Penalty: 4913.541504
	Iteration 27Q: 3 clusters Score -1908096 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1908221.375000 Penalty: 4913.541504
	Iteration 28Q: 3 clusters Score -1908221 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1908317.250000 Penalty: 4913.541504
	Iteration 29Q: 3 clusters Score -1908317 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1908384.250000 Penalty: 4913.541504
	Iteration 30Q: 3 clusters Score -1908384 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1908420.000000 Penalty: 4913.541504
	Iteration 31Q: 3 clusters Score -1908420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1908450.875000 Penalty: 4913.541504
	Iteration 32Q: 3 clusters Score -1908451 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1908458.750000 Penalty: 4913.541504
	Iteration 33Q: 3 clusters Score -1908459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1908469.375000 Penalty: 4913.541504
	Iteration 34Q: 3 clusters Score -1908469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1908484.125000 Penalty: 4913.541504
	Iteration 35Q: 3 clusters Score -1908484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1908490.625000 Penalty: 4913.541504
	Iteration 36Q: 3 clusters Score -1908491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1908496.875000 Penalty: 4913.541504
	Iteration 37Q: 3 clusters Score -1908497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1908502.000000 Penalty: 4913.541504
	Iteration 38Q: 3 clusters Score -1908502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1908507.875000 Penalty: 4913.541504
	Iteration 39Q: 3 clusters Score -1908508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1908513.125000 Penalty: 4913.541504
	Iteration 40F: 3 clusters Score -1908513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1908510.250000 Penalty: 4913.541504
	Iteration 41Q: 3 clusters Score -1908510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1908514.750000 Penalty: 4913.541504
	Iteration 42Q: 3 clusters Score -1908515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1908519.625000 Penalty: 4913.541504
	Iteration 43Q: 3 clusters Score -1908520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1908522.000000 Penalty: 4913.541504
	Iteration 44Q: 3 clusters Score -1908522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1908520.250000 Penalty: 4913.541504
	Iteration 45Q: 3 clusters Score -1908520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1908525.125000 Penalty: 4913.541504
	Iteration 46Q: 3 clusters Score -1908525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1908526.125000 Penalty: 4913.541504
	Iteration 47Q: 3 clusters Score -1908526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1908526.125000 Penalty: 4913.541504
	Iteration 48F: 3 clusters Score -1908526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Entering Unmasked Estep 
Score: -3561032.500000 Penalty: 2650.404541
	Iteration 0F: 2 clusters Score -3561032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3531539.000000 Penalty: 5300.809082
	Iteration 0F: 3 clusters Score -3531539 nChanged 20031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3542952.000000 Penalty: 5300.809082
	Iteration 1F: 3 clusters Score -3542952 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3543719.500000 Penalty: 5300.809082
	Iteration 2Q: 3 clusters Score -3543720 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3544499.500000 Penalty: 5300.809082
	Iteration 3Q: 3 clusters Score -3544500 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3545288.250000 Penalty: 5300.809082
	Iteration 4Q: 3 clusters Score -3545288 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3546178.250000 Penalty: 5300.809082
	Iteration 5Q: 3 clusters Score -3546178 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3547148.750000 Penalty: 5300.809082
	Iteration 6Q: 3 clusters Score -3547149 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3548225.250000 Penalty: 5300.809082
	Iteration 7Q: 3 clusters Score -3548225 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3549446.250000 Penalty: 5300.809082
	Iteration 8Q: 3 clusters Score -3549446 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3550835.000000 Penalty: 5300.809082
	Iteration 9Q: 3 clusters Score -3550835 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3552253.250000 Penalty: 5300.809082
	Iteration 10Q: 3 clusters Score -3552253 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3553449.250000 Penalty: 5300.809082
	Iteration 11Q: 3 clusters Score -3553449 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3554261.750000 Penalty: 5300.809082
	Iteration 12Q: 3 clusters Score -3554262 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3554774.500000 Penalty: 5300.809082
	Iteration 13Q: 3 clusters Score -3554774 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -3555110.000000 Penalty: 5300.809082
	Iteration 14Q: 3 clusters Score -3555110 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -3555388.750000 Penalty: 5300.809082
	Iteration 15Q: 3 clusters Score -3555389 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -3555650.000000 Penalty: 5300.809082
	Iteration 16Q: 3 clusters Score -3555650 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -3555911.250000 Penalty: 5300.809082
	Iteration 17Q: 3 clusters Score -3555911 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -3556153.000000 Penalty: 5300.809082
	Iteration 18Q: 3 clusters Score -3556153 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -3556383.750000 Penalty: 5300.809082
	Iteration 19Q: 3 clusters Score -3556384 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -3556599.250000 Penalty: 5300.809082
	Iteration 20F: 3 clusters Score -3556599 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -3556814.500000 Penalty: 5300.809082
	Iteration 21Q: 3 clusters Score -3556814 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -3557025.000000 Penalty: 5300.809082
	Iteration 22Q: 3 clusters Score -3557025 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -3557223.500000 Penalty: 5300.809082
	Iteration 23Q: 3 clusters Score -3557224 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -3557420.750000 Penalty: 5300.809082
	Iteration 24Q: 3 clusters Score -3557421 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -3557590.750000 Penalty: 5300.809082
	Iteration 25Q: 3 clusters Score -3557591 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -3557747.250000 Penalty: 5300.809082
	Iteration 26Q: 3 clusters Score -3557747 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -3557904.750000 Penalty: 5300.809082
	Iteration 27Q: 3 clusters Score -3557905 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -3558041.250000 Penalty: 5300.809082
	Iteration 28Q: 3 clusters Score -3558041 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -3558176.500000 Penalty: 5300.809082
	Iteration 29Q: 3 clusters Score -3558176 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -3558252.750000 Penalty: 5300.809082
	Iteration 30Q: 3 clusters Score -3558253 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -3558325.000000 Penalty: 5300.809082
	Iteration 31Q: 3 clusters Score -3558325 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -3558411.000000 Penalty: 5300.809082
	Iteration 32Q: 3 clusters Score -3558411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -3558463.250000 Penalty: 5300.809082
	Iteration 33Q: 3 clusters Score -3558463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -3558527.750000 Penalty: 5300.809082
	Iteration 34Q: 3 clusters Score -3558528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -3558590.000000 Penalty: 5300.809082
	Iteration 35Q: 3 clusters Score -3558590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -3558633.750000 Penalty: 5300.809082
	Iteration 36Q: 3 clusters Score -3558634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -3558668.250000 Penalty: 5300.809082
	Iteration 37Q: 3 clusters Score -3558668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -3558696.000000 Penalty: 5300.809082
	Iteration 38Q: 3 clusters Score -3558696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -3558706.500000 Penalty: 5300.809082
	Iteration 39Q: 3 clusters Score -3558706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -3558717.750000 Penalty: 5300.809082
	Iteration 40F: 3 clusters Score -3558718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -3558732.500000 Penalty: 5300.809082
	Iteration 41Q: 3 clusters Score -3558732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -3558742.500000 Penalty: 5300.809082
	Iteration 42Q: 3 clusters Score -3558742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -3558751.500000 Penalty: 5300.809082
	Iteration 43Q: 3 clusters Score -3558752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -3558751.500000 Penalty: 5300.809082
	Iteration 44Q: 3 clusters Score -3558752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -3558754.000000 Penalty: 5300.809082
	Iteration 45Q: 3 clusters Score -3558754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -3558759.000000 Penalty: 5300.809082
	Iteration 46Q: 3 clusters Score -3558759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -3558760.500000 Penalty: 5300.809082
	Iteration 47Q: 3 clusters Score -3558760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -3558763.250000 Penalty: 5300.809082
	Iteration 48Q: 3 clusters Score -3558763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -3558763.250000 Penalty: 5300.809082
	Iteration 49F: 3 clusters Score -3558763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Entering Unmasked Estep 
Score: -14206952.000000 Penalty: 2946.479492
	Iteration 0F: 2 clusters Score -1.420695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -14119197.000000 Penalty: 5892.958984
	Iteration 0F: 3 clusters Score -1.41192e+07 nChanged 68520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -14159052.000000 Penalty: 5892.958984
	Iteration 1F: 3 clusters Score -1.415905e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -14160269.000000 Penalty: 5892.958984
	Iteration 2Q: 3 clusters Score -1.416027e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -14162008.000000 Penalty: 5892.958984
	Iteration 3Q: 3 clusters Score -1.416201e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -14164213.000000 Penalty: 5892.958984
	Iteration 4Q: 3 clusters Score -1.416421e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -14167360.000000 Penalty: 5892.958984
	Iteration 5Q: 3 clusters Score -1.416736e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -14171631.000000 Penalty: 5892.958984
	Iteration 6F: 3 clusters Score -1.417163e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -14177084.000000 Penalty: 5892.958984
	Iteration 7F: 3 clusters Score -1.417708e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -14183073.000000 Penalty: 5892.958984
	Iteration 8F: 3 clusters Score -1.418307e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -14189132.000000 Penalty: 5892.958984
	Iteration 9F: 3 clusters Score -1.418913e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -14194099.000000 Penalty: 5892.958984
	Iteration 10Q: 3 clusters Score -1.41941e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -14197168.000000 Penalty: 5892.958984
	Iteration 11Q: 3 clusters Score -1.419717e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -14199029.000000 Penalty: 5892.958984
	Iteration 12Q: 3 clusters Score -1.419903e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 122680 members 
Entering Unmasked Estep 
Score: -14200356.000000 Penalty: 5892.958984
	Iteration 13Q: 3 clusters Score -1.420036e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -14201631.000000 Penalty: 5892.958984
	Iteration 14Q: 3 clusters Score -1.420163e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -14202604.000000 Penalty: 5892.958984
	Iteration 15Q: 3 clusters Score -1.42026e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 129665 members 
Entering Unmasked Estep 
Score: -14203199.000000 Penalty: 5892.958984
	Iteration 16Q: 3 clusters Score -1.42032e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -14203751.000000 Penalty: 5892.958984
	Iteration 17Q: 3 clusters Score -1.420375e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 133982 members 
Entering Unmasked Estep 
Score: -14204221.000000 Penalty: 5892.958984
	Iteration 18Q: 3 clusters Score -1.420422e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -14204477.000000 Penalty: 5892.958984
	Iteration 19Q: 3 clusters Score -1.420448e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 137458 members 
Entering Unmasked Estep 
Score: -14204533.000000 Penalty: 5892.958984
	Iteration 20F: 3 clusters Score -1.420453e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 138845 members 
Entering Unmasked Estep 
Score: -14204636.000000 Penalty: 5892.958984
	Iteration 21Q: 3 clusters Score -1.420464e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 139921 members 
Entering Unmasked Estep 
Score: -14204830.000000 Penalty: 5892.958984
	Iteration 22Q: 3 clusters Score -1.420483e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 140776 members 
Entering Unmasked Estep 
Score: -14204844.000000 Penalty: 5892.958984
	Iteration 23Q: 3 clusters Score -1.420484e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -14204953.000000 Penalty: 5892.958984
	Iteration 24Q: 3 clusters Score -1.420495e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 141930 members 
Entering Unmasked Estep 
Score: -14204960.000000 Penalty: 5892.958984
	Iteration 25Q: 3 clusters Score -1.420496e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -14204919.000000 Penalty: 5892.958984
	Iteration 26Q: 3 clusters Score -1.420492e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -14204873.000000 Penalty: 5892.958984
	Iteration 27Q: 3 clusters Score -1.420487e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 142727 members 
Entering Unmasked Estep 
Score: -14204860.000000 Penalty: 5892.958984
	Iteration 28Q: 3 clusters Score -1.420486e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -14204876.000000 Penalty: 5892.958984
	Iteration 29Q: 3 clusters Score -1.420488e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -14204912.000000 Penalty: 5892.958984
	Iteration 30Q: 3 clusters Score -1.420491e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 143045 members 
Entering Unmasked Estep 
Score: -14204893.000000 Penalty: 5892.958984
	Iteration 31Q: 3 clusters Score -1.420489e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -14204911.000000 Penalty: 5892.958984
	Iteration 32Q: 3 clusters Score -1.420491e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 143160 members 
Entering Unmasked Estep 
Score: -14204880.000000 Penalty: 5892.958984
	Iteration 33Q: 3 clusters Score -1.420488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -14204906.000000 Penalty: 5892.958984
	Iteration 34Q: 3 clusters Score -1.420491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 143244 members 
Entering Unmasked Estep 
Score: -14204898.000000 Penalty: 5892.958984
	Iteration 35Q: 3 clusters Score -1.42049e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -14204890.000000 Penalty: 5892.958984
	Iteration 36Q: 3 clusters Score -1.420489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -14204898.000000 Penalty: 5892.958984
	Iteration 37Q: 3 clusters Score -1.42049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 143341 members 
Entering Unmasked Estep 
Score: -14204904.000000 Penalty: 5892.958984
	Iteration 38Q: 3 clusters Score -1.42049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 143368 members 
Entering Unmasked Estep 
Score: -14204923.000000 Penalty: 5892.958984
	Iteration 39Q: 3 clusters Score -1.420492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -14204930.000000 Penalty: 5892.958984
	Iteration 40F: 3 clusters Score -1.420493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 143407 members 
Entering Unmasked Estep 
Score: -14204913.000000 Penalty: 5892.958984
	Iteration 41Q: 3 clusters Score -1.420491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -14204923.000000 Penalty: 5892.958984
	Iteration 42Q: 3 clusters Score -1.420492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -14204910.000000 Penalty: 5892.958984
	Iteration 43Q: 3 clusters Score -1.420491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 143431 members 
Entering Unmasked Estep 
Score: -14204930.000000 Penalty: 5892.958984
	Iteration 44Q: 3 clusters Score -1.420493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -14204925.000000 Penalty: 5892.958984
	Iteration 45Q: 3 clusters Score -1.420492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 143433 members 
Entering Unmasked Estep 
Score: -14204916.000000 Penalty: 5892.958984
	Iteration 46Q: 3 clusters Score -1.420492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 143436 members 
Entering Unmasked Estep 
Score: -14204923.000000 Penalty: 5892.958984
	Iteration 47Q: 3 clusters Score -1.420492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -14204926.000000 Penalty: 5892.958984
	Iteration 48Q: 3 clusters Score -1.420493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -14204935.000000 Penalty: 5892.958984
	Iteration 49Q: 3 clusters Score -1.420494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 143449 members 
Entering Unmasked Estep 
Score: -14204914.000000 Penalty: 5892.958984
	Iteration 50Q: 3 clusters Score -1.420491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -14204914.000000 Penalty: 5892.958984
	Iteration 51Q: 3 clusters Score -1.420491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -14204936.000000 Penalty: 5892.958984
	Iteration 52Q: 3 clusters Score -1.420494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -14204934.000000 Penalty: 5892.958984
	Iteration 53Q: 3 clusters Score -1.420493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 143469 members 
Entering Unmasked Estep 
Score: -14204918.000000 Penalty: 5892.958984
	Iteration 54Q: 3 clusters Score -1.420492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -14204919.000000 Penalty: 5892.958984
	Iteration 55Q: 3 clusters Score -1.420492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -14204913.000000 Penalty: 5892.958984
	Iteration 56Q: 3 clusters Score -1.420491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 143477 members 
Entering Unmasked Estep 
Score: -14204923.000000 Penalty: 5892.958984
	Iteration 57Q: 3 clusters Score -1.420492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -14204923.000000 Penalty: 5892.958984
	Iteration 58Q: 3 clusters Score -1.420492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -14204927.000000 Penalty: 5892.958984
	Iteration 59Q: 3 clusters Score -1.420493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -14204924.000000 Penalty: 5892.958984
	Iteration 60F: 3 clusters Score -1.420492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -14204925.000000 Penalty: 5892.958984
	Iteration 61Q: 3 clusters Score -1.420492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -14204923.000000 Penalty: 5892.958984
	Iteration 62Q: 3 clusters Score -1.420492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -14204919.000000 Penalty: 5892.958984
	Iteration 63Q: 3 clusters Score -1.420492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -14204920.000000 Penalty: 5892.958984
	Iteration 64Q: 3 clusters Score -1.420492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 143474 members 
Entering Unmasked Estep 
Score: -14204920.000000 Penalty: 5892.958984
	Iteration 65F: 3 clusters Score -1.420492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -894668.875000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894668.9 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -897489.250000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897489.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -898251.312500 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -898251.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -898887.875000 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -898887.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -899495.750000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -899495.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -900127.000000 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -900127 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -900788.937500 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -900788.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -901393.125000 Penalty: 4640.746094
	Iteration 7F: 3 clusters Score -901393.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -901861.062500 Penalty: 4640.746094
	Iteration 8F: 3 clusters Score -901861.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -902162.062500 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -902162.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -902371.375000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -902371.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -902506.500000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -902506.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -902576.312500 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -902576.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -902617.312500 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -902617.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -902643.187500 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -902643.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -902663.125000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902663.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -902679.312500 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902679.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -902686.437500 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902686.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -902691.562500 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902691.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -902700.437500 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902700.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -902706.937500 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902706.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -902713.187500 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902713.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -902718.500000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902718.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -902725.437500 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -902725.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -902725.062500 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -902725.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -902726.500000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -902726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -902729.437500 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -902729.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -902731.937500 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -902731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -902732.625000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -902732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -902733.250000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -902733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -902733.062500 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -902733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -902734.812500 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -902734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -902734.812500 Penalty: 4640.746094
	Iteration 32F: 3 clusters Score -902734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -112831.648438 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -112831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110673.500000 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -110673.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110963.648438 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -110963.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111051.445312 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -111051.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111095.406250 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -111095.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111126.484375 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -111126.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -111153.343750 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -111153.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111167.765625 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -111167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111181.546875 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -111181.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -111186.351562 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -111186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111188.976562 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -111189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111190.195312 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -111190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111191.804688 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -111191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111192.843750 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -111192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111192.843750 Penalty: 3569.184814
	Iteration 13F: 3 clusters Score -111192.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -13816563.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.381656e+07 nChanged 81101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -13863740.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386374e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -13864560.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.386456e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -13865741.000000 Penalty: 5973.030762
	Iteration 3Q: 3 clusters Score -1.386574e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80674 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -13867393.000000 Penalty: 5973.030762
	Iteration 4Q: 3 clusters Score -1.386739e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -13870217.000000 Penalty: 5973.030762
	Iteration 5Q: 3 clusters Score -1.387022e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -13874687.000000 Penalty: 5973.030762
	Iteration 6Q: 3 clusters Score -1.387469e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 96501 members 
Entering Unmasked Estep 
Score: -13880858.000000 Penalty: 5973.030762
	Iteration 7F: 3 clusters Score -1.388086e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -13887415.000000 Penalty: 5973.030762
	Iteration 8F: 3 clusters Score -1.388742e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62930 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -13893816.000000 Penalty: 5973.030762
	Iteration 9F: 3 clusters Score -1.389382e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -13899020.000000 Penalty: 5973.030762
	Iteration 10F: 3 clusters Score -1.389902e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -13903442.000000 Penalty: 5973.030762
	Iteration 11Q: 3 clusters Score -1.390344e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 127523 members 
Entering Unmasked Estep 
Score: -13907702.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.39077e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 134699 members 
Entering Unmasked Estep 
Score: -13911270.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.391127e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -13914930.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.391493e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -13918365.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.391836e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -13921005.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.3921e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -13922978.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.392298e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -13924513.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.392451e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -13925615.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.392562e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 164589 members 
Entering Unmasked Estep 
Score: -13926271.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.392627e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -13926763.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.392676e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 166529 members 
Entering Unmasked Estep 
Score: -13927085.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.392708e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 167053 members 
Entering Unmasked Estep 
Score: -13927289.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.392729e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 167440 members 
Entering Unmasked Estep 
Score: -13927437.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392744e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -13927601.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.39276e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 167873 members 
Entering Unmasked Estep 
Score: -13927660.000000 Penalty: 5973.030762
	Iteration 26Q: 3 clusters Score -1.392766e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -13927731.000000 Penalty: 5973.030762
	Iteration 27Q: 3 clusters Score -1.392773e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 168140 members 
Entering Unmasked Estep 
Score: -13927768.000000 Penalty: 5973.030762
	Iteration 28Q: 3 clusters Score -1.392777e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -13927846.000000 Penalty: 5973.030762
	Iteration 29Q: 3 clusters Score -1.392785e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -13927891.000000 Penalty: 5973.030762
	Iteration 30Q: 3 clusters Score -1.392789e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -13927911.000000 Penalty: 5973.030762
	Iteration 31Q: 3 clusters Score -1.392791e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -13927951.000000 Penalty: 5973.030762
	Iteration 32Q: 3 clusters Score -1.392795e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 168490 members 
Entering Unmasked Estep 
Score: -13927974.000000 Penalty: 5973.030762
	Iteration 33Q: 3 clusters Score -1.392797e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -13927996.000000 Penalty: 5973.030762
	Iteration 34Q: 3 clusters Score -1.3928e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -13928019.000000 Penalty: 5973.030762
	Iteration 35Q: 3 clusters Score -1.392802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 168595 members 
Entering Unmasked Estep 
Score: -13928039.000000 Penalty: 5973.030762
	Iteration 36Q: 3 clusters Score -1.392804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -13928056.000000 Penalty: 5973.030762
	Iteration 37Q: 3 clusters Score -1.392806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -13928074.000000 Penalty: 5973.030762
	Iteration 38Q: 3 clusters Score -1.392807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -13928084.000000 Penalty: 5973.030762
	Iteration 39Q: 3 clusters Score -1.392808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 168662 members 
Entering Unmasked Estep 
Score: -13928085.000000 Penalty: 5973.030762
	Iteration 40F: 3 clusters Score -1.392808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -13928089.000000 Penalty: 5973.030762
	Iteration 41Q: 3 clusters Score -1.392809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -13928081.000000 Penalty: 5973.030762
	Iteration 42Q: 3 clusters Score -1.392808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 168699 members 
Entering Unmasked Estep 
Score: -13928100.000000 Penalty: 5973.030762
	Iteration 43Q: 3 clusters Score -1.39281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -13928099.000000 Penalty: 5973.030762
	Iteration 44Q: 3 clusters Score -1.39281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 168724 members 
Entering Unmasked Estep 
Score: -13928115.000000 Penalty: 5973.030762
	Iteration 45Q: 3 clusters Score -1.392812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 168729 members 
Entering Unmasked Estep 
Score: -13928121.000000 Penalty: 5973.030762
	Iteration 46Q: 3 clusters Score -1.392812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 168733 members 
Entering Unmasked Estep 
Score: -13928125.000000 Penalty: 5973.030762
	Iteration 47Q: 3 clusters Score -1.392812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -13928128.000000 Penalty: 5973.030762
	Iteration 48Q: 3 clusters Score -1.392813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -13928122.000000 Penalty: 5973.030762
	Iteration 49Q: 3 clusters Score -1.392812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 168774 members 
Entering Unmasked Estep 
Score: -13928131.000000 Penalty: 5973.030762
	Iteration 50Q: 3 clusters Score -1.392813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 168793 members 
Entering Unmasked Estep 
Score: -13928137.000000 Penalty: 5973.030762
	Iteration 51Q: 3 clusters Score -1.392814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 168804 members 
Entering Unmasked Estep 
Score: -13928154.000000 Penalty: 5973.030762
	Iteration 52Q: 3 clusters Score -1.392815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -13928154.000000 Penalty: 5973.030762
	Iteration 53Q: 3 clusters Score -1.392815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 168824 members 
Entering Unmasked Estep 
Score: -13928145.000000 Penalty: 5973.030762
	Iteration 54Q: 3 clusters Score -1.392814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 168834 members 
Entering Unmasked Estep 
Score: -13928172.000000 Penalty: 5973.030762
	Iteration 55Q: 3 clusters Score -1.392817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 168833 members 
Entering Unmasked Estep 
Score: -13928164.000000 Penalty: 5973.030762
	Iteration 56Q: 3 clusters Score -1.392816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 168837 members 
Entering Unmasked Estep 
Score: -13928162.000000 Penalty: 5973.030762
	Iteration 57Q: 3 clusters Score -1.392816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 168838 members 
Entering Unmasked Estep 
Score: -13928161.000000 Penalty: 5973.030762
	Iteration 58Q: 3 clusters Score -1.392816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -13928162.000000 Penalty: 5973.030762
	Iteration 59Q: 3 clusters Score -1.392816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -13928169.000000 Penalty: 5973.030762
	Iteration 60F: 3 clusters Score -1.392817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -13928174.000000 Penalty: 5973.030762
	Iteration 61Q: 3 clusters Score -1.392817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -13928176.000000 Penalty: 5973.030762
	Iteration 62Q: 3 clusters Score -1.392818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -13928176.000000 Penalty: 5973.030762
	Iteration 63Q: 3 clusters Score -1.392818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -13928176.000000 Penalty: 5973.030762
	Iteration 64Q: 3 clusters Score -1.392818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -13928174.000000 Penalty: 5973.030762
	Iteration 65Q: 3 clusters Score -1.392817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -13928179.000000 Penalty: 5973.030762
	Iteration 66Q: 3 clusters Score -1.392818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 168861 members 
Entering Unmasked Estep 
Score: -13928176.000000 Penalty: 5973.030762
	Iteration 67Q: 3 clusters Score -1.392818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -13928180.000000 Penalty: 5973.030762
	Iteration 68Q: 3 clusters Score -1.392818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -13928180.000000 Penalty: 5973.030762
	Iteration 69Q: 3 clusters Score -1.392818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 168868 members 
Entering Unmasked Estep 
Score: -13928172.000000 Penalty: 5973.030762
	Iteration 70Q: 3 clusters Score -1.392817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 168869 members 
Entering Unmasked Estep 
Score: -13928179.000000 Penalty: 5973.030762
	Iteration 71Q: 3 clusters Score -1.392818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -13928175.000000 Penalty: 5973.030762
	Iteration 72Q: 3 clusters Score -1.392818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 168874 members 
Entering Unmasked Estep 
Score: -13928174.000000 Penalty: 5973.030762
	Iteration 73Q: 3 clusters Score -1.392817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -13928180.000000 Penalty: 5973.030762
	Iteration 74Q: 3 clusters Score -1.392818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -13928180.000000 Penalty: 5973.030762
	Iteration 75F: 3 clusters Score -1.392818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Entering Unmasked Estep 
Score: -11786247.000000 Penalty: 2882.958496
	Iteration 0F: 2 clusters Score -1.178625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -11715929.000000 Penalty: 5765.916992
	Iteration 0F: 3 clusters Score -1.171593e+07 nChanged 53228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -11746274.000000 Penalty: 5765.916992
	Iteration 1F: 3 clusters Score -1.174627e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -11746833.000000 Penalty: 5765.916992
	Iteration 2Q: 3 clusters Score -1.174683e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -11747553.000000 Penalty: 5765.916992
	Iteration 3Q: 3 clusters Score -1.174755e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -11748426.000000 Penalty: 5765.916992
	Iteration 4Q: 3 clusters Score -1.174843e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -11749746.000000 Penalty: 5765.916992
	Iteration 5Q: 3 clusters Score -1.174975e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -11751716.000000 Penalty: 5765.916992
	Iteration 6Q: 3 clusters Score -1.175172e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -11754534.000000 Penalty: 5765.916992
	Iteration 7F: 3 clusters Score -1.175453e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -11758643.000000 Penalty: 5765.916992
	Iteration 8F: 3 clusters Score -1.175864e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -11763987.000000 Penalty: 5765.916992
	Iteration 9F: 3 clusters Score -1.176399e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -11769589.000000 Penalty: 5765.916992
	Iteration 10F: 3 clusters Score -1.176959e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -11774131.000000 Penalty: 5765.916992
	Iteration 11F: 3 clusters Score -1.177413e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -11776980.000000 Penalty: 5765.916992
	Iteration 12Q: 3 clusters Score -1.177698e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -11778874.000000 Penalty: 5765.916992
	Iteration 13Q: 3 clusters Score -1.177887e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -11780152.000000 Penalty: 5765.916992
	Iteration 14Q: 3 clusters Score -1.178015e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -11781005.000000 Penalty: 5765.916992
	Iteration 15Q: 3 clusters Score -1.1781e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 108483 members 
Entering Unmasked Estep 
Score: -11781593.000000 Penalty: 5765.916992
	Iteration 16Q: 3 clusters Score -1.178159e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -11782131.000000 Penalty: 5765.916992
	Iteration 17Q: 3 clusters Score -1.178213e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -11782534.000000 Penalty: 5765.916992
	Iteration 18Q: 3 clusters Score -1.178253e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 109806 members 
Entering Unmasked Estep 
Score: -11782741.000000 Penalty: 5765.916992
	Iteration 19Q: 3 clusters Score -1.178274e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -11782940.000000 Penalty: 5765.916992
	Iteration 20F: 3 clusters Score -1.178294e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -11783072.000000 Penalty: 5765.916992
	Iteration 21Q: 3 clusters Score -1.178307e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -11783217.000000 Penalty: 5765.916992
	Iteration 22Q: 3 clusters Score -1.178322e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -11783330.000000 Penalty: 5765.916992
	Iteration 23Q: 3 clusters Score -1.178333e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -11783391.000000 Penalty: 5765.916992
	Iteration 24Q: 3 clusters Score -1.178339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -11783435.000000 Penalty: 5765.916992
	Iteration 25Q: 3 clusters Score -1.178344e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -11783451.000000 Penalty: 5765.916992
	Iteration 26Q: 3 clusters Score -1.178345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -11783467.000000 Penalty: 5765.916992
	Iteration 27Q: 3 clusters Score -1.178347e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -11783528.000000 Penalty: 5765.916992
	Iteration 28Q: 3 clusters Score -1.178353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -11783558.000000 Penalty: 5765.916992
	Iteration 29Q: 3 clusters Score -1.178356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -11783544.000000 Penalty: 5765.916992
	Iteration 30Q: 3 clusters Score -1.178354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -11783554.000000 Penalty: 5765.916992
	Iteration 31Q: 3 clusters Score -1.178355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -11783556.000000 Penalty: 5765.916992
	Iteration 32Q: 3 clusters Score -1.178356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 110740 members 
Entering Unmasked Estep 
Score: -11783567.000000 Penalty: 5765.916992
	Iteration 33Q: 3 clusters Score -1.178357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -11783556.000000 Penalty: 5765.916992
	Iteration 34Q: 3 clusters Score -1.178356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -11783550.000000 Penalty: 5765.916992
	Iteration 35Q: 3 clusters Score -1.178355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 110758 members 
Entering Unmasked Estep 
Score: -11783559.000000 Penalty: 5765.916992
	Iteration 36Q: 3 clusters Score -1.178356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -11783559.000000 Penalty: 5765.916992
	Iteration 37Q: 3 clusters Score -1.178356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -11783562.000000 Penalty: 5765.916992
	Iteration 38Q: 3 clusters Score -1.178356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -11783577.000000 Penalty: 5765.916992
	Iteration 39Q: 3 clusters Score -1.178358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -11783594.000000 Penalty: 5765.916992
	Iteration 40F: 3 clusters Score -1.178359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -11783602.000000 Penalty: 5765.916992
	Iteration 41Q: 3 clusters Score -1.17836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -11783603.000000 Penalty: 5765.916992
	Iteration 42Q: 3 clusters Score -1.17836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -11783616.000000 Penalty: 5765.916992
	Iteration 43Q: 3 clusters Score -1.178362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 110816 members 
Entering Unmasked Estep 
Score: -11783614.000000 Penalty: 5765.916992
	Iteration 44Q: 3 clusters Score -1.178361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -11783627.000000 Penalty: 5765.916992
	Iteration 45Q: 3 clusters Score -1.178363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -11783642.000000 Penalty: 5765.916992
	Iteration 46Q: 3 clusters Score -1.178364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -11783641.000000 Penalty: 5765.916992
	Iteration 47Q: 3 clusters Score -1.178364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -11783648.000000 Penalty: 5765.916992
	Iteration 48Q: 3 clusters Score -1.178365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -11783644.000000 Penalty: 5765.916992
	Iteration 49Q: 3 clusters Score -1.178364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -11783649.000000 Penalty: 5765.916992
	Iteration 50Q: 3 clusters Score -1.178365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -11783649.000000 Penalty: 5765.916992
	Iteration 51F: 3 clusters Score -1.178365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -905416.437500 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -905416.4 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 5776 members 
Entering Unmasked Estep 
Score: -896759.875000 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -896759.9 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -899342.062500 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -899342.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -899700.937500 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -899700.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -899984.562500 Penalty: 4643.780273
	Iteration 3F: 3 clusters Score -899984.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -900257.000000 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -900257 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -900541.875000 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -900541.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -900779.750000 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -900779.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -901004.812500 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -901004.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -901270.125000 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -901270.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -901556.937500 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -901556.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -901838.750000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -901838.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -902155.625000 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -902155.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -902559.250000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -902559.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -903099.437500 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -903099.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -903725.625000 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -903725.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -904199.000000 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -904199 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -904426.062500 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -904426.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -904601.937500 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -904601.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -904746.875000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -904746.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -904856.312500 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -904856.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -904940.000000 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -904940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -905010.250000 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -905010.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -905065.812500 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -905065.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -905112.437500 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -905112.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -905137.187500 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -905137.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -905148.375000 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -905148.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -905158.875000 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -905158.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -905167.312500 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -905167.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -905171.125000 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -905171.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -905174.187500 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -905174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -905177.000000 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -905177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -905176.937500 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -905176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -905178.812500 Penalty: 4643.780273
	Iteration 32Q: 3 clusters Score -905178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -905177.437500 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -905177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -905175.000000 Penalty: 4643.780273
	Iteration 34Q: 3 clusters Score -905175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -905175.000000 Penalty: 4643.780273
	Iteration 35F: 3 clusters Score -905175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -486899.000000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486899 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -488532.312500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488532.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -489125.343750 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -489125.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -489651.937500 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -489651.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -490074.343750 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -490074.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -490474.531250 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -490474.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -490879.156250 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -490879.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -491328.468750 Penalty: 4347.590332
	Iteration 7F: 3 clusters Score -491328.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -491731.593750 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -491731.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -492029.218750 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -492029.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -492228.312500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -492228.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -492396.531250 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -492396.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -492491.375000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -492491.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -492585.531250 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -492585.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -492684.218750 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -492684.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -492799.062500 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -492799.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -492893.531250 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -492893.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -492974.281250 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -492974.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -493022.250000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -493022.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -493080.500000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -493080.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -493111.406250 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -493111.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -493121.562500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -493121.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -493128.312500 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -493128.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -493141.218750 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -493141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -493151.750000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -493151.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -493158.343750 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -493158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -493162.093750 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -493162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -493168.250000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -493168.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -493171.187500 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -493171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -493174.125000 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -493174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -493176.625000 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -493176.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -493178.187500 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -493178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -493178.875000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -493178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -493178.500000 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -493178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -493179.375000 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -493179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -493179.187500 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -493179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -493179.187500 Penalty: 4347.590332
	Iteration 36F: 3 clusters Score -493179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20057 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144490 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111841 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120942 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78211 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6611 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99238 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12935 members 
Mstep: Class 78 contains 2205 members 
Entering Unmasked Estep 
Score: -150798528.000000 Penalty: 278393.843750
Splitting cluster 21 changes total score from -150799056.000000 to -150798528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 2690.346436
	Iteration 0F: 2 clusters Score -4197856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4163189.250000 Penalty: 5380.692871
	Iteration 0F: 3 clusters Score -4163189 nChanged 23967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4177320.750000 Penalty: 5380.692871
	Iteration 1F: 3 clusters Score -4177321 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4178614.000000 Penalty: 5380.692871
	Iteration 2F: 3 clusters Score -4178614 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4180102.500000 Penalty: 5380.692871
	Iteration 3F: 3 clusters Score -4180102 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4181877.500000 Penalty: 5380.692871
	Iteration 4F: 3 clusters Score -4181878 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4183790.750000 Penalty: 5380.692871
	Iteration 5F: 3 clusters Score -4183791 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4185475.500000 Penalty: 5380.692871
	Iteration 6F: 3 clusters Score -4185476 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4186855.500000 Penalty: 5380.692871
	Iteration 7F: 3 clusters Score -4186856 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4187823.500000 Penalty: 5380.692871
	Iteration 8Q: 3 clusters Score -4187824 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4188562.500000 Penalty: 5380.692871
	Iteration 9Q: 3 clusters Score -4188562 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -4189244.000000 Penalty: 5380.692871
	Iteration 10Q: 3 clusters Score -4189244 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4189936.000000 Penalty: 5380.692871
	Iteration 11Q: 3 clusters Score -4189936 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -4190682.250000 Penalty: 5380.692871
	Iteration 12Q: 3 clusters Score -4190682 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -4191471.000000 Penalty: 5380.692871
	Iteration 13Q: 3 clusters Score -4191471 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4192223.500000 Penalty: 5380.692871
	Iteration 14Q: 3 clusters Score -4192224 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4192921.250000 Penalty: 5380.692871
	Iteration 15Q: 3 clusters Score -4192921 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4193571.000000 Penalty: 5380.692871
	Iteration 16Q: 3 clusters Score -4193571 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4194160.500000 Penalty: 5380.692871
	Iteration 17Q: 3 clusters Score -4194160 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4194597.500000 Penalty: 5380.692871
	Iteration 18Q: 3 clusters Score -4194598 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4194946.500000 Penalty: 5380.692871
	Iteration 19Q: 3 clusters Score -4194946 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4195208.500000 Penalty: 5380.692871
	Iteration 20F: 3 clusters Score -4195208 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4195455.000000 Penalty: 5380.692871
	Iteration 21Q: 3 clusters Score -4195455 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4195641.000000 Penalty: 5380.692871
	Iteration 22Q: 3 clusters Score -4195641 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4195798.000000 Penalty: 5380.692871
	Iteration 23Q: 3 clusters Score -4195798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4195904.500000 Penalty: 5380.692871
	Iteration 24Q: 3 clusters Score -4195904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4195968.500000 Penalty: 5380.692871
	Iteration 25Q: 3 clusters Score -4195968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4196017.500000 Penalty: 5380.692871
	Iteration 26Q: 3 clusters Score -4196018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4196054.500000 Penalty: 5380.692871
	Iteration 27Q: 3 clusters Score -4196054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4196070.000000 Penalty: 5380.692871
	Iteration 28Q: 3 clusters Score -4196070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4196082.500000 Penalty: 5380.692871
	Iteration 29Q: 3 clusters Score -4196082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4196088.000000 Penalty: 5380.692871
	Iteration 30Q: 3 clusters Score -4196088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4196095.000000 Penalty: 5380.692871
	Iteration 31Q: 3 clusters Score -4196095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4196097.000000 Penalty: 5380.692871
	Iteration 32Q: 3 clusters Score -4196097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4196104.000000 Penalty: 5380.692871
	Iteration 33Q: 3 clusters Score -4196104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4196105.000000 Penalty: 5380.692871
	Iteration 34Q: 3 clusters Score -4196105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4196107.500000 Penalty: 5380.692871
	Iteration 35Q: 3 clusters Score -4196108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4196106.500000 Penalty: 5380.692871
	Iteration 36Q: 3 clusters Score -4196106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4196112.000000 Penalty: 5380.692871
	Iteration 37Q: 3 clusters Score -4196112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4196111.500000 Penalty: 5380.692871
	Iteration 38Q: 3 clusters Score -4196112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4196109.000000 Penalty: 5380.692871
	Iteration 39Q: 3 clusters Score -4196109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4196111.500000 Penalty: 5380.692871
	Iteration 40F: 3 clusters Score -4196112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -131415.781250 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131415.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -131817.765625 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131817.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -131931.093750 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131931.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -131981.953125 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -131982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -132009.187500 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132022.890625 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132022.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132031.890625 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132035.937500 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132040.625000 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132043.140625 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132044.562500 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -132045.671875 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132046.031250 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -132046.953125 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132047.531250 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132047.812500 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -132047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -132049.343750 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -132049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -132050.671875 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -132050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -132051.671875 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -132051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -132052.953125 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -132053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -132057.640625 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -132057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132064.468750 Penalty: 3693.216797
	Iteration 21Q: 3 clusters Score -132064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132069.515625 Penalty: 3693.216797
	Iteration 22Q: 3 clusters Score -132069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132072.546875 Penalty: 3693.216797
	Iteration 23Q: 3 clusters Score -132072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132074.125000 Penalty: 3693.216797
	Iteration 24Q: 3 clusters Score -132074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -132074.125000 Penalty: 3693.216797
	Iteration 25F: 3 clusters Score -132074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -193419.687500 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193419.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -193935.343750 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -193935.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -194059.875000 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194059.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -194132.125000 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -194132.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194181.968750 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -194220.750000 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194220.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -194243.968750 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -194266.468750 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194266.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -194288.328125 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194288.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -194303.625000 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -194317.765625 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194317.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -194334.750000 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -194349.281250 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194349.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -194371.062500 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194371.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -194393.328125 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194393.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -194411.437500 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -194424.828125 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194424.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -194440.718750 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194440.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -194456.750000 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194456.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -194475.421875 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194475.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -194496.078125 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194496.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -194520.015625 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194549.640625 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194549.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -194583.281250 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194583.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -194617.328125 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194617.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -194667.687500 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -194667.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -194725.359375 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -194725.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -194814.578125 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -194814.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -194894.734375 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -194894.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -194960.812500 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -194960.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -195012.437500 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -195012.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -195043.984375 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -195044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -195063.671875 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -195063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -195073.062500 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -195073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -195078.484375 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -195078.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -195087.640625 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -195087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -195092.359375 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -195092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -195095.546875 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -195095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -195101.468750 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -195101.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -195105.984375 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -195106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -195107.953125 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -195108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -195108.937500 Penalty: 3885.072510
	Iteration 41Q: 3 clusters Score -195108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -195109.437500 Penalty: 3885.072510
	Iteration 42Q: 3 clusters Score -195109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -195109.656250 Penalty: 3885.072510
	Iteration 43Q: 3 clusters Score -195109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -195109.656250 Penalty: 3885.072510
	Iteration 44F: 3 clusters Score -195109.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -305182.406250 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305182.4 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -306015.156250 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -306015.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -306226.187500 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306226.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -306348.000000 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -306348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -306437.312500 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306437.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -306511.437500 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306511.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -306582.750000 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306582.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -306651.437500 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306651.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -306707.687500 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306707.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -306763.000000 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306763 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -306806.750000 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306806.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -306841.593750 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -306841.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -306874.250000 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -306874.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -306892.531250 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -306892.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -306903.562500 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -306903.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -306913.312500 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -306913.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -306922.375000 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -306922.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -306933.750000 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -306933.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -306946.937500 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -306946.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -306957.781250 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -306957.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -306967.281250 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -306967.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -306976.156250 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -306976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -306985.906250 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -306985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -306991.593750 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -306991.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -306999.625000 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -306999.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -307006.031250 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -307006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -307014.500000 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -307014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -307024.656250 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -307024.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -307032.781250 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -307032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -307041.593750 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -307041.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -307048.406250 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -307048.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -307051.812500 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -307051.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -307057.812500 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -307057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -307062.562500 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -307062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -307068.562500 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -307068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -307077.250000 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -307077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -307085.093750 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -307085.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -307096.375000 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -307096.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -307111.625000 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -307111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -307121.281250 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -307121.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -307128.250000 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -307128.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -307137.187500 Penalty: 4107.986328
	Iteration 41Q: 3 clusters Score -307137.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -307145.875000 Penalty: 4107.986328
	Iteration 42Q: 3 clusters Score -307145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -307152.125000 Penalty: 4107.986328
	Iteration 43Q: 3 clusters Score -307152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -307159.656250 Penalty: 4107.986328
	Iteration 44Q: 3 clusters Score -307159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -307166.937500 Penalty: 4107.986328
	Iteration 45Q: 3 clusters Score -307166.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -307171.093750 Penalty: 4107.986328
	Iteration 46Q: 3 clusters Score -307171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -307174.531250 Penalty: 4107.986328
	Iteration 47Q: 3 clusters Score -307174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -307176.562500 Penalty: 4107.986328
	Iteration 48Q: 3 clusters Score -307176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -307177.937500 Penalty: 4107.986328
	Iteration 49Q: 3 clusters Score -307177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -307178.625000 Penalty: 4107.986328
	Iteration 50Q: 3 clusters Score -307178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -307178.843750 Penalty: 4107.986328
	Iteration 51Q: 3 clusters Score -307178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -307178.843750 Penalty: 4107.986328
	Iteration 52F: 3 clusters Score -307178.8 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: -402246.750000 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -402246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -398228.937500 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -398228.9 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -399144.125000 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -399144.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -399338.937500 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -399338.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -399466.187500 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -399466.2 nChanged 171
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: -399560.812500 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -399560.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -399632.062500 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -399632.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -399700.812500 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -399700.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -399763.437500 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -399763.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -399818.000000 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -399818 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -399879.468750 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -399879.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -399926.375000 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -399926.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -399975.656250 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -399975.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -400012.468750 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -400012.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -400046.375000 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -400046.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -400081.406250 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -400081.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -400110.593750 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -400110.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -400143.812500 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -400143.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -400174.937500 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -400174.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -400213.718750 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -400213.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -400246.156250 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -400246.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -400283.937500 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -400283.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -400324.187500 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -400324.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -400356.718750 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -400356.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -400387.062500 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -400387.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -400408.468750 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -400408.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -400428.375000 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -400428.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -400444.281250 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -400444.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -400457.937500 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -400457.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -400471.781250 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -400471.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -400478.593750 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -400478.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -400484.468750 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -400484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -400487.843750 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -400487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -400492.312500 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -400492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -400498.125000 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -400498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -400503.468750 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -400503.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -400513.343750 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -400513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -400520.093750 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -400520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -400527.218750 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -400527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -400533.781250 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -400533.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -400539.437500 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -400539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -400543.875000 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -400543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -400545.718750 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -400545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -400546.937500 Penalty: 4136.273926
	Iteration 42Q: 3 clusters Score -400546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -400548.531250 Penalty: 4136.273926
	Iteration 43Q: 3 clusters Score -400548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -400548.343750 Penalty: 4136.273926
	Iteration 44Q: 3 clusters Score -400548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -400548.843750 Penalty: 4136.273926
	Iteration 45Q: 3 clusters Score -400548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -400549.531250 Penalty: 4136.273926
	Iteration 46Q: 3 clusters Score -400549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -400549.906250 Penalty: 4136.273926
	Iteration 47Q: 3 clusters Score -400549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -400551.218750 Penalty: 4136.273926
	Iteration 48Q: 3 clusters Score -400551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -400552.062500 Penalty: 4136.273926
	Iteration 49Q: 3 clusters Score -400552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -400554.281250 Penalty: 4136.273926
	Iteration 50Q: 3 clusters Score -400554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -400554.125000 Penalty: 4136.273926
	Iteration 51Q: 3 clusters Score -400554.1 nChanged 1
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: -400554.406250 Penalty: 4136.273926
	Iteration 52Q: 3 clusters Score -400554.4 nChanged 2
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: -400555.656250 Penalty: 4136.273926
	Iteration 53Q: 3 clusters Score -400555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -400556.656250 Penalty: 4136.273926
	Iteration 54Q: 3 clusters Score -400556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -400556.656250 Penalty: 4136.273926
	Iteration 55F: 3 clusters Score -400556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 2447.871094
	Iteration 0F: 2 clusters Score -1390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1377241.250000 Penalty: 4895.742188
	Iteration 0F: 3 clusters Score -1377241 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1381765.625000 Penalty: 4895.742188
	Iteration 1F: 3 clusters Score -1381766 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1382398.125000 Penalty: 4895.742188
	Iteration 2F: 3 clusters Score -1382398 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1383059.500000 Penalty: 4895.742188
	Iteration 3F: 3 clusters Score -1383060 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1383731.000000 Penalty: 4895.742188
	Iteration 4F: 3 clusters Score -1383731 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1384341.000000 Penalty: 4895.742188
	Iteration 5F: 3 clusters Score -1384341 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1384871.625000 Penalty: 4895.742188
	Iteration 6F: 3 clusters Score -1384872 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1385312.375000 Penalty: 4895.742188
	Iteration 7Q: 3 clusters Score -1385312 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1385672.375000 Penalty: 4895.742188
	Iteration 8Q: 3 clusters Score -1385672 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1386009.875000 Penalty: 4895.742188
	Iteration 9Q: 3 clusters Score -1386010 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1386271.500000 Penalty: 4895.742188
	Iteration 10Q: 3 clusters Score -1386272 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1386469.625000 Penalty: 4895.742188
	Iteration 11Q: 3 clusters Score -1386470 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1386645.000000 Penalty: 4895.742188
	Iteration 12Q: 3 clusters Score -1386645 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1386791.250000 Penalty: 4895.742188
	Iteration 13Q: 3 clusters Score -1386791 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1386916.125000 Penalty: 4895.742188
	Iteration 14Q: 3 clusters Score -1386916 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1387018.125000 Penalty: 4895.742188
	Iteration 15Q: 3 clusters Score -1387018 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1387109.750000 Penalty: 4895.742188
	Iteration 16Q: 3 clusters Score -1387110 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1387185.375000 Penalty: 4895.742188
	Iteration 17Q: 3 clusters Score -1387185 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1387251.375000 Penalty: 4895.742188
	Iteration 18Q: 3 clusters Score -1387251 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1387304.125000 Penalty: 4895.742188
	Iteration 19Q: 3 clusters Score -1387304 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1387342.125000 Penalty: 4895.742188
	Iteration 20F: 3 clusters Score -1387342 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1387373.125000 Penalty: 4895.742188
	Iteration 21Q: 3 clusters Score -1387373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1387397.875000 Penalty: 4895.742188
	Iteration 22Q: 3 clusters Score -1387398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1387431.500000 Penalty: 4895.742188
	Iteration 23Q: 3 clusters Score -1387432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1387467.125000 Penalty: 4895.742188
	Iteration 24Q: 3 clusters Score -1387467 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1387485.000000 Penalty: 4895.742188
	Iteration 25Q: 3 clusters Score -1387485 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1387495.750000 Penalty: 4895.742188
	Iteration 26Q: 3 clusters Score -1387496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1387516.250000 Penalty: 4895.742188
	Iteration 27Q: 3 clusters Score -1387516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1387526.125000 Penalty: 4895.742188
	Iteration 28Q: 3 clusters Score -1387526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1387534.750000 Penalty: 4895.742188
	Iteration 29Q: 3 clusters Score -1387535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1387550.250000 Penalty: 4895.742188
	Iteration 30Q: 3 clusters Score -1387550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1387557.875000 Penalty: 4895.742188
	Iteration 31Q: 3 clusters Score -1387558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1387564.625000 Penalty: 4895.742188
	Iteration 32Q: 3 clusters Score -1387565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1387581.125000 Penalty: 4895.742188
	Iteration 33Q: 3 clusters Score -1387581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1387593.875000 Penalty: 4895.742188
	Iteration 34Q: 3 clusters Score -1387594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1387615.375000 Penalty: 4895.742188
	Iteration 35Q: 3 clusters Score -1387615 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1387629.750000 Penalty: 4895.742188
	Iteration 36Q: 3 clusters Score -1387630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1387636.000000 Penalty: 4895.742188
	Iteration 37Q: 3 clusters Score -1387636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1387653.250000 Penalty: 4895.742188
	Iteration 38Q: 3 clusters Score -1387653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1387681.125000 Penalty: 4895.742188
	Iteration 39Q: 3 clusters Score -1387681 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1387696.375000 Penalty: 4895.742188
	Iteration 40F: 3 clusters Score -1387696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1387709.125000 Penalty: 4895.742188
	Iteration 41Q: 3 clusters Score -1387709 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1387733.500000 Penalty: 4895.742188
	Iteration 42Q: 3 clusters Score -1387734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1387753.625000 Penalty: 4895.742188
	Iteration 43Q: 3 clusters Score -1387754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1387783.625000 Penalty: 4895.742188
	Iteration 44Q: 3 clusters Score -1387784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1387800.000000 Penalty: 4895.742188
	Iteration 45Q: 3 clusters Score -1387800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1387816.750000 Penalty: 4895.742188
	Iteration 46Q: 3 clusters Score -1387817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1387831.875000 Penalty: 4895.742188
	Iteration 47Q: 3 clusters Score -1387832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1387847.875000 Penalty: 4895.742188
	Iteration 48Q: 3 clusters Score -1387848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1387878.250000 Penalty: 4895.742188
	Iteration 49Q: 3 clusters Score -1387878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1387907.375000 Penalty: 4895.742188
	Iteration 50Q: 3 clusters Score -1387907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1387922.875000 Penalty: 4895.742188
	Iteration 51Q: 3 clusters Score -1387923 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1387943.000000 Penalty: 4895.742188
	Iteration 52Q: 3 clusters Score -1387943 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1387967.250000 Penalty: 4895.742188
	Iteration 53Q: 3 clusters Score -1387967 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1388000.375000 Penalty: 4895.742188
	Iteration 54Q: 3 clusters Score -1388000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1388030.500000 Penalty: 4895.742188
	Iteration 55Q: 3 clusters Score -1388030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1388058.250000 Penalty: 4895.742188
	Iteration 56Q: 3 clusters Score -1388058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1388084.500000 Penalty: 4895.742188
	Iteration 57Q: 3 clusters Score -1388084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1388098.750000 Penalty: 4895.742188
	Iteration 58Q: 3 clusters Score -1388099 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1388112.125000 Penalty: 4895.742188
	Iteration 59Q: 3 clusters Score -1388112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1388138.000000 Penalty: 4895.742188
	Iteration 60F: 3 clusters Score -1388138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1388151.375000 Penalty: 4895.742188
	Iteration 61Q: 3 clusters Score -1388151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1388169.000000 Penalty: 4895.742188
	Iteration 62Q: 3 clusters Score -1388169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1388188.000000 Penalty: 4895.742188
	Iteration 63Q: 3 clusters Score -1388188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1388202.000000 Penalty: 4895.742188
	Iteration 64Q: 3 clusters Score -1388202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1388214.625000 Penalty: 4895.742188
	Iteration 65Q: 3 clusters Score -1388215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1388232.250000 Penalty: 4895.742188
	Iteration 66Q: 3 clusters Score -1388232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1388244.125000 Penalty: 4895.742188
	Iteration 67Q: 3 clusters Score -1388244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1388256.375000 Penalty: 4895.742188
	Iteration 68Q: 3 clusters Score -1388256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1388271.875000 Penalty: 4895.742188
	Iteration 69Q: 3 clusters Score -1388272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1388278.375000 Penalty: 4895.742188
	Iteration 70Q: 3 clusters Score -1388278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1388301.875000 Penalty: 4895.742188
	Iteration 71Q: 3 clusters Score -1388302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1388315.250000 Penalty: 4895.742188
	Iteration 72Q: 3 clusters Score -1388315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1388337.375000 Penalty: 4895.742188
	Iteration 73Q: 3 clusters Score -1388337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1388358.750000 Penalty: 4895.742188
	Iteration 74Q: 3 clusters Score -1388359 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1388389.000000 Penalty: 4895.742188
	Iteration 75Q: 3 clusters Score -1388389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1388427.250000 Penalty: 4895.742188
	Iteration 76Q: 3 clusters Score -1388427 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1388469.875000 Penalty: 4895.742188
	Iteration 77Q: 3 clusters Score -1388470 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1388511.375000 Penalty: 4895.742188
	Iteration 78Q: 3 clusters Score -1388511 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1388547.125000 Penalty: 4895.742188
	Iteration 79Q: 3 clusters Score -1388547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1388586.875000 Penalty: 4895.742188
	Iteration 80F: 3 clusters Score -1388587 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1388623.250000 Penalty: 4895.742188
	Iteration 81Q: 3 clusters Score -1388623 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1388668.000000 Penalty: 4895.742188
	Iteration 82Q: 3 clusters Score -1388668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1388707.375000 Penalty: 4895.742188
	Iteration 83Q: 3 clusters Score -1388707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1388756.875000 Penalty: 4895.742188
	Iteration 84Q: 3 clusters Score -1388757 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1388807.750000 Penalty: 4895.742188
	Iteration 85Q: 3 clusters Score -1388808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1388850.125000 Penalty: 4895.742188
	Iteration 86Q: 3 clusters Score -1388850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1388894.000000 Penalty: 4895.742188
	Iteration 87Q: 3 clusters Score -1388894 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1388930.750000 Penalty: 4895.742188
	Iteration 88Q: 3 clusters Score -1388931 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1388955.750000 Penalty: 4895.742188
	Iteration 89Q: 3 clusters Score -1388956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1388983.125000 Penalty: 4895.742188
	Iteration 90Q: 3 clusters Score -1388983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1389002.000000 Penalty: 4895.742188
	Iteration 91Q: 3 clusters Score -1389002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1389026.375000 Penalty: 4895.742188
	Iteration 92Q: 3 clusters Score -1389026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1389043.875000 Penalty: 4895.742188
	Iteration 93Q: 3 clusters Score -1389044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1389067.625000 Penalty: 4895.742188
	Iteration 94Q: 3 clusters Score -1389068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1389088.875000 Penalty: 4895.742188
	Iteration 95Q: 3 clusters Score -1389089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1389114.125000 Penalty: 4895.742188
	Iteration 96Q: 3 clusters Score -1389114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1389143.625000 Penalty: 4895.742188
	Iteration 97Q: 3 clusters Score -1389144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1389176.000000 Penalty: 4895.742188
	Iteration 98Q: 3 clusters Score -1389176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1389201.500000 Penalty: 4895.742188
	Iteration 99Q: 3 clusters Score -1389202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1389222.500000 Penalty: 4895.742188
	Iteration 100F: 3 clusters Score -1389222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1389242.375000 Penalty: 4895.742188
	Iteration 101Q: 3 clusters Score -1389242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1389252.625000 Penalty: 4895.742188
	Iteration 102Q: 3 clusters Score -1389253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1389268.625000 Penalty: 4895.742188
	Iteration 103Q: 3 clusters Score -1389269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1389277.375000 Penalty: 4895.742188
	Iteration 104Q: 3 clusters Score -1389277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1389287.375000 Penalty: 4895.742188
	Iteration 105Q: 3 clusters Score -1389287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1389299.375000 Penalty: 4895.742188
	Iteration 106Q: 3 clusters Score -1389299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1389305.375000 Penalty: 4895.742188
	Iteration 107Q: 3 clusters Score -1389305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1389314.000000 Penalty: 4895.742188
	Iteration 108Q: 3 clusters Score -1389314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1389319.000000 Penalty: 4895.742188
	Iteration 109Q: 3 clusters Score -1389319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1389334.250000 Penalty: 4895.742188
	Iteration 110Q: 3 clusters Score -1389334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1389342.875000 Penalty: 4895.742188
	Iteration 111Q: 3 clusters Score -1389343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1389357.000000 Penalty: 4895.742188
	Iteration 112Q: 3 clusters Score -1389357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1389363.000000 Penalty: 4895.742188
	Iteration 113Q: 3 clusters Score -1389363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1389375.500000 Penalty: 4895.742188
	Iteration 114Q: 3 clusters Score -1389376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1389383.000000 Penalty: 4895.742188
	Iteration 115Q: 3 clusters Score -1389383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1389397.750000 Penalty: 4895.742188
	Iteration 116Q: 3 clusters Score -1389398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1389404.125000 Penalty: 4895.742188
	Iteration 117Q: 3 clusters Score -1389404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1389416.625000 Penalty: 4895.742188
	Iteration 118Q: 3 clusters Score -1389417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1389422.250000 Penalty: 4895.742188
	Iteration 119Q: 3 clusters Score -1389422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1389430.875000 Penalty: 4895.742188
	Iteration 120F: 3 clusters Score -1389431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1389435.500000 Penalty: 4895.742188
	Iteration 121Q: 3 clusters Score -1389436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1389445.125000 Penalty: 4895.742188
	Iteration 122Q: 3 clusters Score -1389445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1389448.875000 Penalty: 4895.742188
	Iteration 123Q: 3 clusters Score -1389449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1389456.750000 Penalty: 4895.742188
	Iteration 124Q: 3 clusters Score -1389457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1389464.125000 Penalty: 4895.742188
	Iteration 125Q: 3 clusters Score -1389464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1389468.625000 Penalty: 4895.742188
	Iteration 126Q: 3 clusters Score -1389469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1389478.500000 Penalty: 4895.742188
	Iteration 127Q: 3 clusters Score -1389478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1389486.500000 Penalty: 4895.742188
	Iteration 128Q: 3 clusters Score -1389486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1389501.375000 Penalty: 4895.742188
	Iteration 129Q: 3 clusters Score -1389501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1389531.500000 Penalty: 4895.742188
	Iteration 130Q: 3 clusters Score -1389532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1389557.875000 Penalty: 4895.742188
	Iteration 131Q: 3 clusters Score -1389558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1389582.625000 Penalty: 4895.742188
	Iteration 132Q: 3 clusters Score -1389583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1389602.875000 Penalty: 4895.742188
	Iteration 133Q: 3 clusters Score -1389603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1389618.625000 Penalty: 4895.742188
	Iteration 134Q: 3 clusters Score -1389619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1389635.250000 Penalty: 4895.742188
	Iteration 135Q: 3 clusters Score -1389635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1389654.125000 Penalty: 4895.742188
	Iteration 136Q: 3 clusters Score -1389654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1389667.000000 Penalty: 4895.742188
	Iteration 137Q: 3 clusters Score -1389667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1389685.875000 Penalty: 4895.742188
	Iteration 138Q: 3 clusters Score -1389686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1389700.000000 Penalty: 4895.742188
	Iteration 139Q: 3 clusters Score -1389700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1389721.250000 Penalty: 4895.742188
	Iteration 140F: 3 clusters Score -1389721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1389731.250000 Penalty: 4895.742188
	Iteration 141Q: 3 clusters Score -1389731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1389738.500000 Penalty: 4895.742188
	Iteration 142Q: 3 clusters Score -1389738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1389747.125000 Penalty: 4895.742188
	Iteration 143Q: 3 clusters Score -1389747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1389750.000000 Penalty: 4895.742188
	Iteration 144Q: 3 clusters Score -1389750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1389755.625000 Penalty: 4895.742188
	Iteration 145Q: 3 clusters Score -1389756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1389759.000000 Penalty: 4895.742188
	Iteration 146Q: 3 clusters Score -1389759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1389761.500000 Penalty: 4895.742188
	Iteration 147Q: 3 clusters Score -1389762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1389760.875000 Penalty: 4895.742188
	Iteration 148Q: 3 clusters Score -1389761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1389763.250000 Penalty: 4895.742188
	Iteration 149Q: 3 clusters Score -1389763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1389763.250000 Penalty: 4895.742188
	Iteration 150Q: 3 clusters Score -1389763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1389764.250000 Penalty: 4895.742188
	Iteration 151Q: 3 clusters Score -1389764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1389766.000000 Penalty: 4895.742188
	Iteration 152Q: 3 clusters Score -1389766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1389767.250000 Penalty: 4895.742188
	Iteration 153Q: 3 clusters Score -1389767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1389766.000000 Penalty: 4895.742188
	Iteration 154Q: 3 clusters Score -1389766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1389769.875000 Penalty: 4895.742188
	Iteration 155Q: 3 clusters Score -1389770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1389768.875000 Penalty: 4895.742188
	Iteration 156Q: 3 clusters Score -1389769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1389768.875000 Penalty: 4895.742188
	Iteration 157F: 3 clusters Score -1389769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -368858.968750 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -368859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -365181.156250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -365181.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -366052.593750 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -366052.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -366307.906250 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -366307.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -366525.125000 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -366525.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -366730.625000 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -366730.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -366898.031250 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -366898 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -367059.843750 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -367059.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -367212.343750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -367212.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -367314.406250 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -367314.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -367382.500000 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -367382.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -367443.375000 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -367443.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -367493.125000 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -367493.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -367539.218750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -367539.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -367569.656250 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -367569.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -367596.937500 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -367596.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -367617.312500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -367617.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -367632.531250 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -367632.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -367647.750000 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -367647.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -367657.062500 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -367657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -367665.218750 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -367665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -367668.468750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -367668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -367672.968750 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -367673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -367676.250000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -367676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -367677.406250 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -367677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -367678.281250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -367678.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -367678.281250 Penalty: 4082.102051
	Iteration 25F: 3 clusters Score -367678.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1485212.125000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485212 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1489496.375000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489496 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1489894.250000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489894 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1490223.000000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490223 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1490498.000000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490498 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1490772.625000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490773 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1491038.625000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1491039 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1491376.000000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1491376 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1491733.875000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -1491734 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1492115.500000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -1492116 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1492528.125000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -1492528 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1492984.750000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -1492985 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1493467.250000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -1493467 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1493918.875000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1493919 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1494283.375000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1494283 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1494559.000000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1494559 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1494784.750000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1494785 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1494982.375000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1494982 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1495141.625000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1495142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1495286.625000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1495287 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1495412.750000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1495413 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1495536.250000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1495536 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1495623.875000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1495624 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1495706.000000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1495706 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1495774.125000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1495774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1495839.125000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1495839 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1495901.500000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1495902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1495958.125000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1495958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1496013.500000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1496014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1496052.500000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1496052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1496090.250000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1496090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1496125.500000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1496126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1496156.625000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1496157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1496180.875000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1496181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1496198.875000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1496199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1496212.500000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1496212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1496221.750000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1496222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1496239.250000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1496239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1496245.875000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1496246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1496250.250000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1496250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1496251.375000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1496251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1496255.375000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -1496255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1496257.750000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -1496258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1496260.750000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -1496261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1496263.250000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -1496263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1496265.375000 Penalty: 4874.826172
	Iteration 45Q: 3 clusters Score -1496265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1496264.750000 Penalty: 4874.826172
	Iteration 46Q: 3 clusters Score -1496265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1496268.250000 Penalty: 4874.826172
	Iteration 47Q: 3 clusters Score -1496268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1496271.250000 Penalty: 4874.826172
	Iteration 48Q: 3 clusters Score -1496271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1496272.875000 Penalty: 4874.826172
	Iteration 49Q: 3 clusters Score -1496273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1496273.750000 Penalty: 4874.826172
	Iteration 50Q: 3 clusters Score -1496274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1496273.750000 Penalty: 4874.826172
	Iteration 51Q: 3 clusters Score -1496274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1496275.625000 Penalty: 4874.826172
	Iteration 52Q: 3 clusters Score -1496276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1496276.875000 Penalty: 4874.826172
	Iteration 53Q: 3 clusters Score -1496277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1496275.625000 Penalty: 4874.826172
	Iteration 54Q: 3 clusters Score -1496276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1496276.375000 Penalty: 4874.826172
	Iteration 55Q: 3 clusters Score -1496276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1496279.750000 Penalty: 4874.826172
	Iteration 56Q: 3 clusters Score -1496280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1496279.500000 Penalty: 4874.826172
	Iteration 57Q: 3 clusters Score -1496280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1496279.250000 Penalty: 4874.826172
	Iteration 58Q: 3 clusters Score -1496279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1496279.125000 Penalty: 4874.826172
	Iteration 59Q: 3 clusters Score -1496279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1496281.500000 Penalty: 4874.826172
	Iteration 60F: 3 clusters Score -1496282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -946122.312500 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -946122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -938956.437500 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -938956.4 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -941054.875000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -941054.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -941370.812500 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -941370.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -941565.937500 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -941565.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -941707.375000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -941707.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -941814.000000 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -941814 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -941885.437500 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -941885.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -941938.250000 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -941938.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -941995.312500 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -941995.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -942055.687500 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -942055.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -942127.187500 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -942127.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -942208.687500 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -942208.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -942316.750000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -942316.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -942451.125000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -942451.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -942625.750000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -942625.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -942830.062500 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -942830.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -943102.000000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -943102 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -943417.000000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -943417 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -943728.312500 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -943728.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -943972.750000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -943972.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -944156.562500 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -944156.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -944287.687500 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -944287.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -944390.187500 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -944390.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -944452.937500 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -944452.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -944492.312500 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -944492.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -944515.125000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -944515.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -944533.062500 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -944533.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -944549.500000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -944549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -944556.437500 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -944556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -944560.812500 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -944560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -944566.375000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -944566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -944567.312500 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -944567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -944567.937500 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -944567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -944570.312500 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -944570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -944570.312500 Penalty: 4524.160156
	Iteration 34F: 3 clusters Score -944570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1616323.250000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616323 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1621359.750000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1621360 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1621968.125000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1621968 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1622574.875000 Penalty: 4921.173340
	Iteration 3F: 3 clusters Score -1622575 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1623172.125000 Penalty: 4921.173340
	Iteration 4F: 3 clusters Score -1623172 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1623717.625000 Penalty: 4921.173340
	Iteration 5F: 3 clusters Score -1623718 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1624251.750000 Penalty: 4921.173340
	Iteration 6F: 3 clusters Score -1624252 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1624891.000000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -1624891 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1625532.125000 Penalty: 4921.173340
	Iteration 8F: 3 clusters Score -1625532 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1626137.375000 Penalty: 4921.173340
	Iteration 9Q: 3 clusters Score -1626137 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1626633.000000 Penalty: 4921.173340
	Iteration 10Q: 3 clusters Score -1626633 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1627043.000000 Penalty: 4921.173340
	Iteration 11Q: 3 clusters Score -1627043 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1627377.375000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1627377 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1627655.625000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1627656 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1627888.500000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1627888 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1628106.250000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1628106 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1628295.500000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1628296 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1628455.625000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1628456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1628614.500000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1628614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1628729.500000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1628730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1628830.500000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1628830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1628902.125000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1628902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1628952.875000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1628953 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1628986.375000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1628986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1629011.750000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1629012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1629026.500000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1629026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1629045.375000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1629045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1629055.500000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1629056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1629080.750000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1629081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1629077.750000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1629078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1629098.125000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1629098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1629098.500000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1629098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1629101.125000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1629101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1629107.500000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1629108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1629107.625000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1629108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1629114.125000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1629114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1629116.875000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1629117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1629121.000000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1629121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1629120.375000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1629120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1629118.125000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1629118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1629120.375000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1629120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1629117.625000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -1629118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1629118.875000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -1629119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1629122.250000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -1629122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1629124.000000 Penalty: 4921.173340
	Iteration 44Q: 3 clusters Score -1629124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1629124.000000 Penalty: 4921.173340
	Iteration 45Q: 3 clusters Score -1629124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1629124.625000 Penalty: 4921.173340
	Iteration 46Q: 3 clusters Score -1629125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1629125.625000 Penalty: 4921.173340
	Iteration 47Q: 3 clusters Score -1629126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1629123.000000 Penalty: 4921.173340
	Iteration 48Q: 3 clusters Score -1629123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1629122.375000 Penalty: 4921.173340
	Iteration 49Q: 3 clusters Score -1629122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1629124.000000 Penalty: 4921.173340
	Iteration 50Q: 3 clusters Score -1629124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1629123.125000 Penalty: 4921.173340
	Iteration 51Q: 3 clusters Score -1629123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1629126.375000 Penalty: 4921.173340
	Iteration 52Q: 3 clusters Score -1629126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1629123.625000 Penalty: 4921.173340
	Iteration 53Q: 3 clusters Score -1629124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1629125.500000 Penalty: 4921.173340
	Iteration 54Q: 3 clusters Score -1629126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1629128.125000 Penalty: 4921.173340
	Iteration 55Q: 3 clusters Score -1629128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1629133.125000 Penalty: 4921.173340
	Iteration 56Q: 3 clusters Score -1629133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1629132.875000 Penalty: 4921.173340
	Iteration 57Q: 3 clusters Score -1629133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1629133.750000 Penalty: 4921.173340
	Iteration 58Q: 3 clusters Score -1629134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1629133.750000 Penalty: 4921.173340
	Iteration 59F: 3 clusters Score -1629134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (120942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Entering Unmasked Estep 
Score: -11944400.000000 Penalty: 2902.360596
	Iteration 0F: 2 clusters Score -1.19444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -11863549.000000 Penalty: 5804.721191
	Iteration 0F: 3 clusters Score -1.186355e+07 nChanged 57649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -11896893.000000 Penalty: 5804.721191
	Iteration 1F: 3 clusters Score -1.189689e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -11897995.000000 Penalty: 5804.721191
	Iteration 2Q: 3 clusters Score -1.1898e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -11899267.000000 Penalty: 5804.721191
	Iteration 3Q: 3 clusters Score -1.189927e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63921 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -11900998.000000 Penalty: 5804.721191
	Iteration 4Q: 3 clusters Score -1.1901e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -11903215.000000 Penalty: 5804.721191
	Iteration 5Q: 3 clusters Score -1.190322e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -11905870.000000 Penalty: 5804.721191
	Iteration 6Q: 3 clusters Score -1.190587e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -11909100.000000 Penalty: 5804.721191
	Iteration 7F: 3 clusters Score -1.19091e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -11912644.000000 Penalty: 5804.721191
	Iteration 8F: 3 clusters Score -1.191264e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -11916194.000000 Penalty: 5804.721191
	Iteration 9F: 3 clusters Score -1.191619e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -11919623.000000 Penalty: 5804.721191
	Iteration 10Q: 3 clusters Score -1.191962e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -11923047.000000 Penalty: 5804.721191
	Iteration 11Q: 3 clusters Score -1.192305e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -11925976.000000 Penalty: 5804.721191
	Iteration 12Q: 3 clusters Score -1.192598e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -11928243.000000 Penalty: 5804.721191
	Iteration 13Q: 3 clusters Score -1.192824e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -11929881.000000 Penalty: 5804.721191
	Iteration 14Q: 3 clusters Score -1.192988e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -11930958.000000 Penalty: 5804.721191
	Iteration 15Q: 3 clusters Score -1.193096e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -11931640.000000 Penalty: 5804.721191
	Iteration 16Q: 3 clusters Score -1.193164e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90460 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -11932274.000000 Penalty: 5804.721191
	Iteration 17Q: 3 clusters Score -1.193227e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -11932876.000000 Penalty: 5804.721191
	Iteration 18Q: 3 clusters Score -1.193288e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -11933431.000000 Penalty: 5804.721191
	Iteration 19Q: 3 clusters Score -1.193343e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -11933864.000000 Penalty: 5804.721191
	Iteration 20F: 3 clusters Score -1.193386e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -11934346.000000 Penalty: 5804.721191
	Iteration 21Q: 3 clusters Score -1.193435e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -11934811.000000 Penalty: 5804.721191
	Iteration 22Q: 3 clusters Score -1.193481e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -11935246.000000 Penalty: 5804.721191
	Iteration 23Q: 3 clusters Score -1.193525e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -11935625.000000 Penalty: 5804.721191
	Iteration 24Q: 3 clusters Score -1.193562e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -11936043.000000 Penalty: 5804.721191
	Iteration 25Q: 3 clusters Score -1.193604e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -11936391.000000 Penalty: 5804.721191
	Iteration 26Q: 3 clusters Score -1.193639e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -11936847.000000 Penalty: 5804.721191
	Iteration 27Q: 3 clusters Score -1.193685e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105625 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -11937248.000000 Penalty: 5804.721191
	Iteration 28Q: 3 clusters Score -1.193725e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -11937640.000000 Penalty: 5804.721191
	Iteration 29Q: 3 clusters Score -1.193764e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108093 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -11938126.000000 Penalty: 5804.721191
	Iteration 30Q: 3 clusters Score -1.193813e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -11938580.000000 Penalty: 5804.721191
	Iteration 31Q: 3 clusters Score -1.193858e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -11938979.000000 Penalty: 5804.721191
	Iteration 32Q: 3 clusters Score -1.193898e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111228 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -11939435.000000 Penalty: 5804.721191
	Iteration 33Q: 3 clusters Score -1.193944e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112089 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -11939845.000000 Penalty: 5804.721191
	Iteration 34Q: 3 clusters Score -1.193984e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -11940139.000000 Penalty: 5804.721191
	Iteration 35Q: 3 clusters Score -1.194014e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -11940444.000000 Penalty: 5804.721191
	Iteration 36Q: 3 clusters Score -1.194044e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -11940730.000000 Penalty: 5804.721191
	Iteration 37Q: 3 clusters Score -1.194073e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -11940964.000000 Penalty: 5804.721191
	Iteration 38Q: 3 clusters Score -1.194096e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -11941138.000000 Penalty: 5804.721191
	Iteration 39Q: 3 clusters Score -1.194114e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115646 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -11941323.000000 Penalty: 5804.721191
	Iteration 40F: 3 clusters Score -1.194132e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -11941482.000000 Penalty: 5804.721191
	Iteration 41Q: 3 clusters Score -1.194148e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11941600.000000 Penalty: 5804.721191
	Iteration 42Q: 3 clusters Score -1.19416e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -11941657.000000 Penalty: 5804.721191
	Iteration 43Q: 3 clusters Score -1.194166e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116901 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -11941761.000000 Penalty: 5804.721191
	Iteration 44Q: 3 clusters Score -1.194176e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -11941821.000000 Penalty: 5804.721191
	Iteration 45Q: 3 clusters Score -1.194182e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -11941882.000000 Penalty: 5804.721191
	Iteration 46Q: 3 clusters Score -1.194188e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117409 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11941919.000000 Penalty: 5804.721191
	Iteration 47Q: 3 clusters Score -1.194192e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11941980.000000 Penalty: 5804.721191
	Iteration 48Q: 3 clusters Score -1.194198e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -11941990.000000 Penalty: 5804.721191
	Iteration 49Q: 3 clusters Score -1.194199e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -11942005.000000 Penalty: 5804.721191
	Iteration 50Q: 3 clusters Score -1.1942e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -11942017.000000 Penalty: 5804.721191
	Iteration 51Q: 3 clusters Score -1.194202e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -11942044.000000 Penalty: 5804.721191
	Iteration 52Q: 3 clusters Score -1.194204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -11942065.000000 Penalty: 5804.721191
	Iteration 53Q: 3 clusters Score -1.194206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11942087.000000 Penalty: 5804.721191
	Iteration 54Q: 3 clusters Score -1.194209e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11942086.000000 Penalty: 5804.721191
	Iteration 55Q: 3 clusters Score -1.194209e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11942089.000000 Penalty: 5804.721191
	Iteration 56Q: 3 clusters Score -1.194209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -11942093.000000 Penalty: 5804.721191
	Iteration 57Q: 3 clusters Score -1.194209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -11942090.000000 Penalty: 5804.721191
	Iteration 58Q: 3 clusters Score -1.194209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11942074.000000 Penalty: 5804.721191
	Iteration 59Q: 3 clusters Score -1.194207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118163 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -11942081.000000 Penalty: 5804.721191
	Iteration 60F: 3 clusters Score -1.194208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118177 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11942077.000000 Penalty: 5804.721191
	Iteration 61Q: 3 clusters Score -1.194208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118195 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -11942084.000000 Penalty: 5804.721191
	Iteration 62Q: 3 clusters Score -1.194208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11942085.000000 Penalty: 5804.721191
	Iteration 63Q: 3 clusters Score -1.194208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -11942082.000000 Penalty: 5804.721191
	Iteration 64Q: 3 clusters Score -1.194208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11942084.000000 Penalty: 5804.721191
	Iteration 65Q: 3 clusters Score -1.194208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118260 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -11942081.000000 Penalty: 5804.721191
	Iteration 66Q: 3 clusters Score -1.194208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118276 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -11942109.000000 Penalty: 5804.721191
	Iteration 67Q: 3 clusters Score -1.194211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -11942126.000000 Penalty: 5804.721191
	Iteration 68Q: 3 clusters Score -1.194213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118300 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -11942116.000000 Penalty: 5804.721191
	Iteration 69Q: 3 clusters Score -1.194212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11942119.000000 Penalty: 5804.721191
	Iteration 70Q: 3 clusters Score -1.194212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -11942115.000000 Penalty: 5804.721191
	Iteration 71Q: 3 clusters Score -1.194212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -11942122.000000 Penalty: 5804.721191
	Iteration 72Q: 3 clusters Score -1.194212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11942127.000000 Penalty: 5804.721191
	Iteration 73Q: 3 clusters Score -1.194213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118369 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -11942139.000000 Penalty: 5804.721191
	Iteration 74Q: 3 clusters Score -1.194214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -11942143.000000 Penalty: 5804.721191
	Iteration 75Q: 3 clusters Score -1.194214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11942144.000000 Penalty: 5804.721191
	Iteration 76Q: 3 clusters Score -1.194214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -11942144.000000 Penalty: 5804.721191
	Iteration 77Q: 3 clusters Score -1.194214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118417 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -11942131.000000 Penalty: 5804.721191
	Iteration 78Q: 3 clusters Score -1.194213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118424 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -11942133.000000 Penalty: 5804.721191
	Iteration 79Q: 3 clusters Score -1.194213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118429 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -11942124.000000 Penalty: 5804.721191
	Iteration 80F: 3 clusters Score -1.194212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11942133.000000 Penalty: 5804.721191
	Iteration 81Q: 3 clusters Score -1.194213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118446 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11942133.000000 Penalty: 5804.721191
	Iteration 82Q: 3 clusters Score -1.194213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11942138.000000 Penalty: 5804.721191
	Iteration 83Q: 3 clusters Score -1.194214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118463 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11942143.000000 Penalty: 5804.721191
	Iteration 84Q: 3 clusters Score -1.194214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118469 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -11942148.000000 Penalty: 5804.721191
	Iteration 85Q: 3 clusters Score -1.194215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118475 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11942152.000000 Penalty: 5804.721191
	Iteration 86Q: 3 clusters Score -1.194215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11942145.000000 Penalty: 5804.721191
	Iteration 87Q: 3 clusters Score -1.194214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -11942153.000000 Penalty: 5804.721191
	Iteration 88Q: 3 clusters Score -1.194215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118478 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11942159.000000 Penalty: 5804.721191
	Iteration 89Q: 3 clusters Score -1.194216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11942152.000000 Penalty: 5804.721191
	Iteration 90Q: 3 clusters Score -1.194215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -11942151.000000 Penalty: 5804.721191
	Iteration 91Q: 3 clusters Score -1.194215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11942150.000000 Penalty: 5804.721191
	Iteration 92Q: 3 clusters Score -1.194215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11942157.000000 Penalty: 5804.721191
	Iteration 93Q: 3 clusters Score -1.194216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11942157.000000 Penalty: 5804.721191
	Iteration 94F: 3 clusters Score -1.194216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Entering Unmasked Estep 
Score: -10016376.000000 Penalty: 2908.008545
	Iteration 0F: 2 clusters Score -1.001638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -9933461.000000 Penalty: 5816.017090
	Iteration 0F: 3 clusters Score -9933461 nChanged 58978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -9967669.000000 Penalty: 5816.017090
	Iteration 1F: 3 clusters Score -9967669 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -9968526.000000 Penalty: 5816.017090
	Iteration 2Q: 3 clusters Score -9968526 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -9969564.000000 Penalty: 5816.017090
	Iteration 3Q: 3 clusters Score -9969564 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -9971012.000000 Penalty: 5816.017090
	Iteration 4Q: 3 clusters Score -9971012 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -9973263.000000 Penalty: 5816.017090
	Iteration 5Q: 3 clusters Score -9973263 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9977140.000000 Penalty: 5816.017090
	Iteration 6F: 3 clusters Score -9977140 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -9983065.000000 Penalty: 5816.017090
	Iteration 7F: 3 clusters Score -9983065 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -9991460.000000 Penalty: 5816.017090
	Iteration 8F: 3 clusters Score -9991460 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -9999783.000000 Penalty: 5816.017090
	Iteration 9F: 3 clusters Score -9999783 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -10006015.000000 Penalty: 5816.017090
	Iteration 10F: 3 clusters Score -1.000602e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -10010000.000000 Penalty: 5816.017090
	Iteration 11Q: 3 clusters Score -1.001e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10011992.000000 Penalty: 5816.017090
	Iteration 12Q: 3 clusters Score -1.001199e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121769 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10012963.000000 Penalty: 5816.017090
	Iteration 13Q: 3 clusters Score -1.001296e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10013469.000000 Penalty: 5816.017090
	Iteration 14Q: 3 clusters Score -1.001347e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10013711.000000 Penalty: 5816.017090
	Iteration 15Q: 3 clusters Score -1.001371e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122861 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10013831.000000 Penalty: 5816.017090
	Iteration 16Q: 3 clusters Score -1.001383e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122952 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10013896.000000 Penalty: 5816.017090
	Iteration 17Q: 3 clusters Score -1.00139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10013918.000000 Penalty: 5816.017090
	Iteration 18Q: 3 clusters Score -1.001392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10013946.000000 Penalty: 5816.017090
	Iteration 19Q: 3 clusters Score -1.001395e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123067 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10013964.000000 Penalty: 5816.017090
	Iteration 20F: 3 clusters Score -1.001396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123081 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10013988.000000 Penalty: 5816.017090
	Iteration 21Q: 3 clusters Score -1.001399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10014012.000000 Penalty: 5816.017090
	Iteration 22Q: 3 clusters Score -1.001401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123100 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10014012.000000 Penalty: 5816.017090
	Iteration 23Q: 3 clusters Score -1.001401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10014012.000000 Penalty: 5816.017090
	Iteration 24Q: 3 clusters Score -1.001401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10014013.000000 Penalty: 5816.017090
	Iteration 25Q: 3 clusters Score -1.001401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123108 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10014019.000000 Penalty: 5816.017090
	Iteration 26Q: 3 clusters Score -1.001402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10014014.000000 Penalty: 5816.017090
	Iteration 27Q: 3 clusters Score -1.001401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10014020.000000 Penalty: 5816.017090
	Iteration 28Q: 3 clusters Score -1.001402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10014020.000000 Penalty: 5816.017090
	Iteration 29F: 3 clusters Score -1.001402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -53512.183594 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -53512.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51854.621094 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51854.62 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52094.218750 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -52094.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52196.332031 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -52196.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52237.066406 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -52237.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52265.867188 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -52265.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52292.042969 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -52292.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52299.960938 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -52299.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52310.667969 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -52310.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52321.144531 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -52321.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52326.820312 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -52326.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52339.718750 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -52339.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52347.097656 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -52347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52354.460938 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -52354.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52363.050781 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -52363.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52378.292969 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -52378.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52383.074219 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -52383.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52387.535156 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -52387.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52388.925781 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -52388.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52388.925781 Penalty: 3216.379150
	Iteration 18F: 3 clusters Score -52388.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -440515.375000 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440515.4 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -441610.625000 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441610.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -441797.062500 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441797.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -441894.656250 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441894.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -441961.218750 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441961.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -442007.906250 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -442007.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -442034.062500 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -442034.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -442055.000000 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -442066.062500 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -442073.843750 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442073.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -442080.375000 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442080.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -442087.968750 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -442093.750000 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -442101.875000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442101.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -442110.593750 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442110.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -442114.812500 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -442118.062500 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442118.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -442121.968750 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -442126.781250 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -442131.968750 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -442137.906250 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -442139.968750 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -442144.406250 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442144.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -442149.187500 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442149.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -442155.656250 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442155.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -442161.093750 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -442165.218750 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -442168.031250 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -442170.656250 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -442170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -442172.750000 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -442172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -442175.000000 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -442175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -442176.937500 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -442176.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -442181.437500 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -442181.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -442184.312500 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -442184.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -442189.875000 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -442189.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -442194.156250 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -442194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -442200.281250 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -442200.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -442205.625000 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -442205.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -442211.562500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -442211.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -442216.968750 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -442217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -442219.468750 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -442219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -442223.656250 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -442223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -442227.468750 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -442227.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -442231.593750 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -442231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -442233.500000 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -442233.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -442236.468750 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -442236.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -442239.187500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -442239.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -442243.656250 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -442243.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -442247.656250 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -442247.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -442250.656250 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -442250.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -442253.562500 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -442253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -442256.281250 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -442256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -442260.437500 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -442260.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -442264.687500 Penalty: 4246.834473
	Iteration 53Q: 3 clusters Score -442264.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -442269.062500 Penalty: 4246.834473
	Iteration 54Q: 3 clusters Score -442269.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -442272.562500 Penalty: 4246.834473
	Iteration 55Q: 3 clusters Score -442272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -442274.187500 Penalty: 4246.834473
	Iteration 56Q: 3 clusters Score -442274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -442276.343750 Penalty: 4246.834473
	Iteration 57Q: 3 clusters Score -442276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -442281.093750 Penalty: 4246.834473
	Iteration 58Q: 3 clusters Score -442281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -442283.656250 Penalty: 4246.834473
	Iteration 59Q: 3 clusters Score -442283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -442288.468750 Penalty: 4246.834473
	Iteration 60F: 3 clusters Score -442288.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -442292.281250 Penalty: 4246.834473
	Iteration 61Q: 3 clusters Score -442292.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -442297.375000 Penalty: 4246.834473
	Iteration 62Q: 3 clusters Score -442297.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -442305.250000 Penalty: 4246.834473
	Iteration 63Q: 3 clusters Score -442305.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -442311.625000 Penalty: 4246.834473
	Iteration 64Q: 3 clusters Score -442311.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -442318.343750 Penalty: 4246.834473
	Iteration 65Q: 3 clusters Score -442318.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -442320.562500 Penalty: 4246.834473
	Iteration 66Q: 3 clusters Score -442320.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -442325.156250 Penalty: 4246.834473
	Iteration 67Q: 3 clusters Score -442325.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -442328.156250 Penalty: 4246.834473
	Iteration 68Q: 3 clusters Score -442328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -442329.125000 Penalty: 4246.834473
	Iteration 69Q: 3 clusters Score -442329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -442331.593750 Penalty: 4246.834473
	Iteration 70Q: 3 clusters Score -442331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -442334.000000 Penalty: 4246.834473
	Iteration 71Q: 3 clusters Score -442334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -442336.343750 Penalty: 4246.834473
	Iteration 72Q: 3 clusters Score -442336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -442341.875000 Penalty: 4246.834473
	Iteration 73Q: 3 clusters Score -442341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -442347.656250 Penalty: 4246.834473
	Iteration 74Q: 3 clusters Score -442347.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -442354.187500 Penalty: 4246.834473
	Iteration 75Q: 3 clusters Score -442354.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -442359.062500 Penalty: 4246.834473
	Iteration 76Q: 3 clusters Score -442359.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -442367.781250 Penalty: 4246.834473
	Iteration 77Q: 3 clusters Score -442367.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -442376.500000 Penalty: 4246.834473
	Iteration 78Q: 3 clusters Score -442376.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -442387.343750 Penalty: 4246.834473
	Iteration 79Q: 3 clusters Score -442387.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -442396.406250 Penalty: 4246.834473
	Iteration 80F: 3 clusters Score -442396.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -442406.906250 Penalty: 4246.834473
	Iteration 81Q: 3 clusters Score -442406.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -442419.687500 Penalty: 4246.834473
	Iteration 82Q: 3 clusters Score -442419.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -442434.937500 Penalty: 4246.834473
	Iteration 83Q: 3 clusters Score -442434.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -442455.218750 Penalty: 4246.834473
	Iteration 84Q: 3 clusters Score -442455.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -442471.562500 Penalty: 4246.834473
	Iteration 85Q: 3 clusters Score -442471.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -442483.531250 Penalty: 4246.834473
	Iteration 86Q: 3 clusters Score -442483.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -442496.906250 Penalty: 4246.834473
	Iteration 87Q: 3 clusters Score -442496.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -442511.593750 Penalty: 4246.834473
	Iteration 88Q: 3 clusters Score -442511.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -442531.218750 Penalty: 4246.834473
	Iteration 89Q: 3 clusters Score -442531.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -442552.062500 Penalty: 4246.834473
	Iteration 90Q: 3 clusters Score -442552.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -442576.343750 Penalty: 4246.834473
	Iteration 91Q: 3 clusters Score -442576.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -442597.093750 Penalty: 4246.834473
	Iteration 92Q: 3 clusters Score -442597.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -442617.531250 Penalty: 4246.834473
	Iteration 93Q: 3 clusters Score -442617.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -442641.031250 Penalty: 4246.834473
	Iteration 94Q: 3 clusters Score -442641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -442674.968750 Penalty: 4246.834473
	Iteration 95Q: 3 clusters Score -442675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -442721.343750 Penalty: 4246.834473
	Iteration 96Q: 3 clusters Score -442721.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -442766.750000 Penalty: 4246.834473
	Iteration 97Q: 3 clusters Score -442766.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -442810.875000 Penalty: 4246.834473
	Iteration 98Q: 3 clusters Score -442810.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -442850.875000 Penalty: 4246.834473
	Iteration 99Q: 3 clusters Score -442850.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -442879.187500 Penalty: 4246.834473
	Iteration 100F: 3 clusters Score -442879.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -442914.093750 Penalty: 4246.834473
	Iteration 101Q: 3 clusters Score -442914.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -442951.312500 Penalty: 4246.834473
	Iteration 102Q: 3 clusters Score -442951.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -442987.156250 Penalty: 4246.834473
	Iteration 103Q: 3 clusters Score -442987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -443011.468750 Penalty: 4246.834473
	Iteration 104Q: 3 clusters Score -443011.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -443031.843750 Penalty: 4246.834473
	Iteration 105Q: 3 clusters Score -443031.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -443052.781250 Penalty: 4246.834473
	Iteration 106Q: 3 clusters Score -443052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -443064.687500 Penalty: 4246.834473
	Iteration 107Q: 3 clusters Score -443064.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -443073.500000 Penalty: 4246.834473
	Iteration 108Q: 3 clusters Score -443073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -443078.187500 Penalty: 4246.834473
	Iteration 109Q: 3 clusters Score -443078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -443079.437500 Penalty: 4246.834473
	Iteration 110Q: 3 clusters Score -443079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -443081.093750 Penalty: 4246.834473
	Iteration 111Q: 3 clusters Score -443081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -443085.468750 Penalty: 4246.834473
	Iteration 112Q: 3 clusters Score -443085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -443090.375000 Penalty: 4246.834473
	Iteration 113Q: 3 clusters Score -443090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -443093.875000 Penalty: 4246.834473
	Iteration 114Q: 3 clusters Score -443093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -443099.750000 Penalty: 4246.834473
	Iteration 115Q: 3 clusters Score -443099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -443103.656250 Penalty: 4246.834473
	Iteration 116Q: 3 clusters Score -443103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -443112.093750 Penalty: 4246.834473
	Iteration 117Q: 3 clusters Score -443112.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -443115.312500 Penalty: 4246.834473
	Iteration 118Q: 3 clusters Score -443115.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -443121.156250 Penalty: 4246.834473
	Iteration 119Q: 3 clusters Score -443121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -443129.750000 Penalty: 4246.834473
	Iteration 120F: 3 clusters Score -443129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -443130.500000 Penalty: 4246.834473
	Iteration 121Q: 3 clusters Score -443130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -443132.093750 Penalty: 4246.834473
	Iteration 122Q: 3 clusters Score -443132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -443135.625000 Penalty: 4246.834473
	Iteration 123Q: 3 clusters Score -443135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -443139.531250 Penalty: 4246.834473
	Iteration 124Q: 3 clusters Score -443139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -443142.843750 Penalty: 4246.834473
	Iteration 125Q: 3 clusters Score -443142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -443143.656250 Penalty: 4246.834473
	Iteration 126Q: 3 clusters Score -443143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -443144.125000 Penalty: 4246.834473
	Iteration 127Q: 3 clusters Score -443144.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -443144.125000 Penalty: 4246.834473
	Iteration 128F: 3 clusters Score -443144.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Entering Unmasked Estep 
Score: -8366617.000000 Penalty: 2794.257080
	Iteration 0F: 2 clusters Score -8366617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -8315217.500000 Penalty: 5588.514160
	Iteration 0F: 3 clusters Score -8315218 nChanged 36598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -8335857.500000 Penalty: 5588.514160
	Iteration 1F: 3 clusters Score -8335858 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -8336426.500000 Penalty: 5588.514160
	Iteration 2Q: 3 clusters Score -8336426 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -8337106.000000 Penalty: 5588.514160
	Iteration 3Q: 3 clusters Score -8337106 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8337768.500000 Penalty: 5588.514160
	Iteration 4Q: 3 clusters Score -8337768 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -8338533.000000 Penalty: 5588.514160
	Iteration 5Q: 3 clusters Score -8338533 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -8339615.500000 Penalty: 5588.514160
	Iteration 6Q: 3 clusters Score -8339616 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -8341183.000000 Penalty: 5588.514160
	Iteration 7Q: 3 clusters Score -8341183 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8343669.500000 Penalty: 5588.514160
	Iteration 8F: 3 clusters Score -8343670 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -8347015.500000 Penalty: 5588.514160
	Iteration 9F: 3 clusters Score -8347016 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -8351728.500000 Penalty: 5588.514160
	Iteration 10F: 3 clusters Score -8351728 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69708 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -8356521.000000 Penalty: 5588.514160
	Iteration 11F: 3 clusters Score -8356521 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8360157.000000 Penalty: 5588.514160
	Iteration 12F: 3 clusters Score -8360157 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8362311.000000 Penalty: 5588.514160
	Iteration 13Q: 3 clusters Score -8362311 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8363290.500000 Penalty: 5588.514160
	Iteration 14Q: 3 clusters Score -8363290 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8363731.500000 Penalty: 5588.514160
	Iteration 15Q: 3 clusters Score -8363732 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8363918.000000 Penalty: 5588.514160
	Iteration 16Q: 3 clusters Score -8363918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8363982.000000 Penalty: 5588.514160
	Iteration 17Q: 3 clusters Score -8363982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8364026.500000 Penalty: 5588.514160
	Iteration 18Q: 3 clusters Score -8364026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8364068.500000 Penalty: 5588.514160
	Iteration 19Q: 3 clusters Score -8364068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8364077.500000 Penalty: 5588.514160
	Iteration 20F: 3 clusters Score -8364078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8364078.000000 Penalty: 5588.514160
	Iteration 21Q: 3 clusters Score -8364078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8364086.000000 Penalty: 5588.514160
	Iteration 22Q: 3 clusters Score -8364086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8364090.000000 Penalty: 5588.514160
	Iteration 23Q: 3 clusters Score -8364090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8364093.000000 Penalty: 5588.514160
	Iteration 24Q: 3 clusters Score -8364093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8364100.500000 Penalty: 5588.514160
	Iteration 25Q: 3 clusters Score -8364100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8364102.500000 Penalty: 5588.514160
	Iteration 26Q: 3 clusters Score -8364102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8364107.500000 Penalty: 5588.514160
	Iteration 27Q: 3 clusters Score -8364108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8364110.500000 Penalty: 5588.514160
	Iteration 28Q: 3 clusters Score -8364110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8364113.000000 Penalty: 5588.514160
	Iteration 29Q: 3 clusters Score -8364113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8364114.500000 Penalty: 5588.514160
	Iteration 30Q: 3 clusters Score -8364114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8364114.500000 Penalty: 5588.514160
	Iteration 31F: 3 clusters Score -8364114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -3068729.000000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -3068729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3042691.250000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -3042691 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3052144.000000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -3052144 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3052596.750000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -3052597 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3053082.500000 Penalty: 5232.430176
	Iteration 3Q: 3 clusters Score -3053082 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3053603.750000 Penalty: 5232.430176
	Iteration 4Q: 3 clusters Score -3053604 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3054298.250000 Penalty: 5232.430176
	Iteration 5Q: 3 clusters Score -3054298 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3055337.750000 Penalty: 5232.430176
	Iteration 6Q: 3 clusters Score -3055338 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3056854.250000 Penalty: 5232.430176
	Iteration 7F: 3 clusters Score -3056854 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3059019.750000 Penalty: 5232.430176
	Iteration 8F: 3 clusters Score -3059020 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3061488.250000 Penalty: 5232.430176
	Iteration 9F: 3 clusters Score -3061488 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3063615.500000 Penalty: 5232.430176
	Iteration 10F: 3 clusters Score -3063616 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3064991.000000 Penalty: 5232.430176
	Iteration 11Q: 3 clusters Score -3064991 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3065735.500000 Penalty: 5232.430176
	Iteration 12Q: 3 clusters Score -3065736 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3066075.750000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -3066076 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3066227.500000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -3066228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3066303.000000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -3066303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3066358.500000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -3066358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3066379.500000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -3066380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3066382.500000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -3066382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3066394.500000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -3066394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3066404.000000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -3066404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3066408.500000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -3066408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3066410.000000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -3066410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3066415.750000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -3066416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3066420.500000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -3066420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3066420.250000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -3066420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3066425.250000 Penalty: 5232.430176
	Iteration 26Q: 3 clusters Score -3066425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3066430.500000 Penalty: 5232.430176
	Iteration 27Q: 3 clusters Score -3066430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3066432.250000 Penalty: 5232.430176
	Iteration 28Q: 3 clusters Score -3066432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3066433.750000 Penalty: 5232.430176
	Iteration 29Q: 3 clusters Score -3066434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3066435.750000 Penalty: 5232.430176
	Iteration 30Q: 3 clusters Score -3066436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3066437.750000 Penalty: 5232.430176
	Iteration 31Q: 3 clusters Score -3066438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3066437.750000 Penalty: 5232.430176
	Iteration 32F: 3 clusters Score -3066438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -294010.875000 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -294010.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -294839.531250 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294839.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -295039.500000 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295039.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -295195.937500 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -295195.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -295334.000000 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -295472.406250 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295472.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -295597.906250 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295597.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -295716.843750 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295716.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -295829.531250 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295829.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -295926.343750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295926.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -295980.531250 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295980.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296015.875000 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -296015.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -296043.812500 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -296043.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -296071.218750 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -296071.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -296097.437500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -296097.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -296117.593750 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -296117.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -296132.562500 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -296132.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -296144.562500 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -296144.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -296156.125000 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -296156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -296166.750000 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -296166.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -296175.843750 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -296175.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -296182.656250 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -296182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296187.125000 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -296187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296189.250000 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -296189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -296194.125000 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -296194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -296199.687500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -296199.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -296207.406250 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -296207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -296211.500000 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -296211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -296216.156250 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -296216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -296219.000000 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -296219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -296225.000000 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -296225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -296228.750000 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -296228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -296233.406250 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -296233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -296235.625000 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -296235.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -296239.375000 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -296239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -296242.468750 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -296242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -296246.562500 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -296246.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -296249.500000 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -296249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296250.843750 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -296250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296250.843750 Penalty: 4085.527100
	Iteration 39F: 3 clusters Score -296250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -2681179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2658066.500000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -2658066 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2666396.750000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -2666397 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2666900.000000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -2666900 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2667351.750000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -2667352 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2667821.750000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -2667822 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2668349.750000 Penalty: 5175.102539
	Iteration 5Q: 3 clusters Score -2668350 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2669026.000000 Penalty: 5175.102539
	Iteration 6Q: 3 clusters Score -2669026 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2669891.000000 Penalty: 5175.102539
	Iteration 7Q: 3 clusters Score -2669891 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2670974.250000 Penalty: 5175.102539
	Iteration 8F: 3 clusters Score -2670974 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2672183.750000 Penalty: 5175.102539
	Iteration 9F: 3 clusters Score -2672184 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2673344.500000 Penalty: 5175.102539
	Iteration 10F: 3 clusters Score -2673344 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2674198.500000 Penalty: 5175.102539
	Iteration 11Q: 3 clusters Score -2674198 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2674694.500000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -2674694 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2674963.500000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -2674964 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2675152.000000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -2675152 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2675300.750000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -2675301 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2675413.750000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -2675414 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2675508.250000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -2675508 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2675598.000000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -2675598 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2675693.750000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -2675694 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2675755.000000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -2675755 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2675855.250000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -2675855 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2675910.750000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -2675911 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2675934.750000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -2675935 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2675984.750000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -2675985 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2676028.750000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -2676029 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2676077.250000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -2676077 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2676112.250000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -2676112 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2676134.750000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -2676135 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2676165.000000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -2676165 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2676207.000000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -2676207 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2676244.750000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -2676245 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2676289.750000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -2676290 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2676318.000000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -2676318 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2676378.000000 Penalty: 5175.102539
	Iteration 34Q: 3 clusters Score -2676378 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2676440.500000 Penalty: 5175.102539
	Iteration 35Q: 3 clusters Score -2676440 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2676485.250000 Penalty: 5175.102539
	Iteration 36Q: 3 clusters Score -2676485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2676529.750000 Penalty: 5175.102539
	Iteration 37Q: 3 clusters Score -2676530 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2676585.000000 Penalty: 5175.102539
	Iteration 38Q: 3 clusters Score -2676585 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2676636.000000 Penalty: 5175.102539
	Iteration 39Q: 3 clusters Score -2676636 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2676691.500000 Penalty: 5175.102539
	Iteration 40F: 3 clusters Score -2676692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2676792.250000 Penalty: 5175.102539
	Iteration 41Q: 3 clusters Score -2676792 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2676900.250000 Penalty: 5175.102539
	Iteration 42Q: 3 clusters Score -2676900 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2676994.500000 Penalty: 5175.102539
	Iteration 43Q: 3 clusters Score -2676994 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2677119.750000 Penalty: 5175.102539
	Iteration 44Q: 3 clusters Score -2677120 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2677253.750000 Penalty: 5175.102539
	Iteration 45Q: 3 clusters Score -2677254 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2677369.750000 Penalty: 5175.102539
	Iteration 46Q: 3 clusters Score -2677370 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2677492.250000 Penalty: 5175.102539
	Iteration 47Q: 3 clusters Score -2677492 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2677606.500000 Penalty: 5175.102539
	Iteration 48Q: 3 clusters Score -2677606 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2677705.750000 Penalty: 5175.102539
	Iteration 49Q: 3 clusters Score -2677706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2677777.500000 Penalty: 5175.102539
	Iteration 50Q: 3 clusters Score -2677778 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2677868.000000 Penalty: 5175.102539
	Iteration 51Q: 3 clusters Score -2677868 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2677948.250000 Penalty: 5175.102539
	Iteration 52Q: 3 clusters Score -2677948 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2678040.000000 Penalty: 5175.102539
	Iteration 53Q: 3 clusters Score -2678040 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2678145.250000 Penalty: 5175.102539
	Iteration 54Q: 3 clusters Score -2678145 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2678243.000000 Penalty: 5175.102539
	Iteration 55Q: 3 clusters Score -2678243 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2678349.250000 Penalty: 5175.102539
	Iteration 56Q: 3 clusters Score -2678349 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2678454.000000 Penalty: 5175.102539
	Iteration 57Q: 3 clusters Score -2678454 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2678564.000000 Penalty: 5175.102539
	Iteration 58Q: 3 clusters Score -2678564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2678662.250000 Penalty: 5175.102539
	Iteration 59Q: 3 clusters Score -2678662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2678749.250000 Penalty: 5175.102539
	Iteration 60F: 3 clusters Score -2678749 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2678830.000000 Penalty: 5175.102539
	Iteration 61Q: 3 clusters Score -2678830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2678889.250000 Penalty: 5175.102539
	Iteration 62Q: 3 clusters Score -2678889 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2678953.500000 Penalty: 5175.102539
	Iteration 63Q: 3 clusters Score -2678954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2679010.000000 Penalty: 5175.102539
	Iteration 64Q: 3 clusters Score -2679010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2679080.000000 Penalty: 5175.102539
	Iteration 65Q: 3 clusters Score -2679080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2679120.000000 Penalty: 5175.102539
	Iteration 66Q: 3 clusters Score -2679120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2679158.000000 Penalty: 5175.102539
	Iteration 67Q: 3 clusters Score -2679158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2679206.750000 Penalty: 5175.102539
	Iteration 68Q: 3 clusters Score -2679207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2679252.000000 Penalty: 5175.102539
	Iteration 69Q: 3 clusters Score -2679252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2679283.250000 Penalty: 5175.102539
	Iteration 70Q: 3 clusters Score -2679283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2679296.750000 Penalty: 5175.102539
	Iteration 71Q: 3 clusters Score -2679297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2679323.000000 Penalty: 5175.102539
	Iteration 72Q: 3 clusters Score -2679323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2679333.500000 Penalty: 5175.102539
	Iteration 73Q: 3 clusters Score -2679334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2679351.250000 Penalty: 5175.102539
	Iteration 74Q: 3 clusters Score -2679351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2679364.750000 Penalty: 5175.102539
	Iteration 75Q: 3 clusters Score -2679365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2679373.250000 Penalty: 5175.102539
	Iteration 76Q: 3 clusters Score -2679373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2679386.500000 Penalty: 5175.102539
	Iteration 77Q: 3 clusters Score -2679386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2679395.500000 Penalty: 5175.102539
	Iteration 78Q: 3 clusters Score -2679396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2679407.250000 Penalty: 5175.102539
	Iteration 79Q: 3 clusters Score -2679407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2679412.000000 Penalty: 5175.102539
	Iteration 80F: 3 clusters Score -2679412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2679415.250000 Penalty: 5175.102539
	Iteration 81Q: 3 clusters Score -2679415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2679417.750000 Penalty: 5175.102539
	Iteration 82Q: 3 clusters Score -2679418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2679418.000000 Penalty: 5175.102539
	Iteration 83Q: 3 clusters Score -2679418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2679421.500000 Penalty: 5175.102539
	Iteration 84Q: 3 clusters Score -2679422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2679422.500000 Penalty: 5175.102539
	Iteration 85Q: 3 clusters Score -2679422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2679424.750000 Penalty: 5175.102539
	Iteration 86Q: 3 clusters Score -2679425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2679426.500000 Penalty: 5175.102539
	Iteration 87Q: 3 clusters Score -2679426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2679424.500000 Penalty: 5175.102539
	Iteration 88Q: 3 clusters Score -2679424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2679427.750000 Penalty: 5175.102539
	Iteration 89Q: 3 clusters Score -2679428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2679426.250000 Penalty: 5175.102539
	Iteration 90Q: 3 clusters Score -2679426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2679426.000000 Penalty: 5175.102539
	Iteration 91Q: 3 clusters Score -2679426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2679426.000000 Penalty: 5175.102539
	Iteration 92F: 3 clusters Score -2679426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215192.984375 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215193 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -215846.968750 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215847 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -216016.125000 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -216016.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -216139.359375 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -216139.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -216260.953125 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -216261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -216359.171875 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216359.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -216454.640625 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216454.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -216559.109375 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216559.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -216649.500000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216649.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -216721.843750 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216721.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -216783.531250 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -216783.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -216842.484375 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -216842.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -216894.000000 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -216894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -216955.718750 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -216955.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -217017.000000 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -217017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -217075.015625 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -217075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -217136.203125 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -217136.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -217199.750000 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -217199.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -217252.890625 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -217252.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -217294.250000 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -217294.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -217330.093750 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -217330.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -217366.375000 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -217366.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -217389.093750 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -217389.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -217403.546875 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -217403.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -217416.437500 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217416.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -217425.250000 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -217430.843750 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217436.812500 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -217436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -217441.421875 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -217441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217443.921875 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -217443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217448.171875 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -217448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -217452.625000 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -217452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -217456.578125 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -217456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -217460.640625 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -217460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -217463.125000 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -217463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217463.796875 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -217463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -217466.390625 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -217466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217471.484375 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -217471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -217474.234375 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -217474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217475.890625 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -217475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -217475.828125 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -217475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -169182.984375 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169183 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -169804.968750 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169805 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -170022.078125 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -170022.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -170158.125000 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -170158.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -170252.656250 Penalty: 3887.427002
	Iteration 4Q: 3 clusters Score -170252.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -170328.875000 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -170328.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -170409.187500 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -170409.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -170491.468750 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -170491.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -170580.734375 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -170580.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -170673.281250 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -170673.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -170790.390625 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -170790.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -170902.218750 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -170902.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -171011.718750 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -171011.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -171094.031250 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -171094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -171155.703125 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -171155.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -171196.078125 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -171196.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -171225.906250 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -171225.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -171254.234375 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -171254.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -171268.000000 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -171268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171277.343750 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -171277.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -171287.062500 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -171287.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -171295.828125 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -171295.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -171308.781250 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -171308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -171318.609375 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -171318.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -171324.203125 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -171324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -171327.046875 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -171327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -171331.484375 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -171331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -171333.921875 Penalty: 3887.427002
	Iteration 27Q: 3 clusters Score -171333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -171337.625000 Penalty: 3887.427002
	Iteration 28Q: 3 clusters Score -171337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171341.015625 Penalty: 3887.427002
	Iteration 29Q: 3 clusters Score -171341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -171342.484375 Penalty: 3887.427002
	Iteration 30Q: 3 clusters Score -171342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -171343.453125 Penalty: 3887.427002
	Iteration 31Q: 3 clusters Score -171343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171344.031250 Penalty: 3887.427002
	Iteration 32Q: 3 clusters Score -171344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -171344.031250 Penalty: 3887.427002
	Iteration 33F: 3 clusters Score -171344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -458741.718750 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458741.7 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -459996.937500 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -459996.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -460223.156250 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460223.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -460356.718750 Penalty: 4308.050293
	Iteration 3Q: 3 clusters Score -460356.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -460485.750000 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460485.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -460615.750000 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460615.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -460724.687500 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -460724.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -460805.218750 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -460805.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -460866.718750 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -460866.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -460919.500000 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -460919.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -460965.656250 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -460965.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -461032.125000 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461032.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -461101.562500 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461101.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -461161.812500 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461161.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -461222.562500 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461222.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -461281.500000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461281.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -461334.531250 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461334.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -461386.625000 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461386.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -461433.687500 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461433.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -461486.656250 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461486.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -461552.468750 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -461552.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -461616.156250 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -461616.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -461680.187500 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -461680.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -461747.312500 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -461747.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -461805.718750 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -461805.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -461849.625000 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -461849.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -461892.843750 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -461892.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -461927.875000 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -461927.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -461957.062500 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -461957.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -461976.187500 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -461976.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -461991.656250 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -461991.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461999.656250 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -461999.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -462008.250000 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -462008.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -462015.437500 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -462015.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -462020.031250 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -462020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -462022.718750 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -462022.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -462027.781250 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -462027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -462029.062500 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -462029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -462029.875000 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -462029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -462031.812500 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -462031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -462032.781250 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -462032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -462034.031250 Penalty: 4308.050293
	Iteration 41Q: 3 clusters Score -462034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -462035.125000 Penalty: 4308.050293
	Iteration 42Q: 3 clusters Score -462035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -462036.125000 Penalty: 4308.050293
	Iteration 43Q: 3 clusters Score -462036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -462037.562500 Penalty: 4308.050293
	Iteration 44Q: 3 clusters Score -462037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -462037.875000 Penalty: 4308.050293
	Iteration 45Q: 3 clusters Score -462037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -462038.281250 Penalty: 4308.050293
	Iteration 46Q: 3 clusters Score -462038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -462038.281250 Penalty: 4308.050293
	Iteration 47F: 3 clusters Score -462038.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -475208.843750 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475208.8 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -476657.187500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476657.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -477027.968750 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -477028 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -477383.968750 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477384 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -477697.531250 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -477697.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -478006.593750 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -478006.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -478310.875000 Penalty: 4348.672363
	Iteration 6F: 3 clusters Score -478310.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -478566.468750 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -478566.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -478784.750000 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -478784.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -478999.093750 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -478999.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -479191.968750 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -479192 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -479310.531250 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -479310.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -479374.093750 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -479374.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -479423.437500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -479423.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -479455.187500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -479455.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -479473.843750 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -479473.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -479484.000000 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -479484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -479491.156250 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -479491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -479497.281250 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -479497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -479500.375000 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -479500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -479504.687500 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -479504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -479508.093750 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -479508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -479512.031250 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -479512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -479514.125000 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -479514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -479515.937500 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -479515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -479517.031250 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -479517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -479520.125000 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -479520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -479522.062500 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -479522.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -479523.250000 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -479523.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -479525.156250 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -479525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -479526.156250 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -479526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -479527.125000 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -479527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -479527.375000 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -479527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479527.593750 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -479527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -479528.375000 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -479528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -479528.343750 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -479528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479528.781250 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -479528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479528.781250 Penalty: 4348.672363
	Iteration 37F: 3 clusters Score -479528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67250.968750 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67250.97 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -67603.312500 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67603.31 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -67746.343750 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67746.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -67827.570312 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67827.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67902.648438 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67902.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67954.093750 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67954.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67977.039062 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67977.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67988.070312 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67988.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67999.179688 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67999.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68006.703125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -68006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -68017.468750 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -68017.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68024.867188 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -68024.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68030.679688 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -68030.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68039.312500 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -68039.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -68043.695312 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -68043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -68045.335938 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -68045.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68048.640625 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -68048.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -68049.968750 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -68049.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -68049.968750 Penalty: 3469.445801
	Iteration 18F: 3 clusters Score -68049.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Entering Unmasked Estep 
Score: -10252762.000000 Penalty: 2914.930420
	Iteration 0F: 2 clusters Score -1.025276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -10167661.000000 Penalty: 5829.860840
	Iteration 0F: 3 clusters Score -1.016766e+07 nChanged 60389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -10202432.000000 Penalty: 5829.860840
	Iteration 1F: 3 clusters Score -1.020243e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64035 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -10203098.000000 Penalty: 5829.860840
	Iteration 2Q: 3 clusters Score -1.02031e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -10203799.000000 Penalty: 5829.860840
	Iteration 3Q: 3 clusters Score -1.02038e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -10204425.000000 Penalty: 5829.860840
	Iteration 4Q: 3 clusters Score -1.020442e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -10205226.000000 Penalty: 5829.860840
	Iteration 5Q: 3 clusters Score -1.020523e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66192 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -10206122.000000 Penalty: 5829.860840
	Iteration 6Q: 3 clusters Score -1.020612e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -10207205.000000 Penalty: 5829.860840
	Iteration 7Q: 3 clusters Score -1.02072e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -10208631.000000 Penalty: 5829.860840
	Iteration 8Q: 3 clusters Score -1.020863e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -10210550.000000 Penalty: 5829.860840
	Iteration 9Q: 3 clusters Score -1.021055e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -10213094.000000 Penalty: 5829.860840
	Iteration 10Q: 3 clusters Score -1.021309e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -10216764.000000 Penalty: 5829.860840
	Iteration 11F: 3 clusters Score -1.021676e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -10221472.000000 Penalty: 5829.860840
	Iteration 12F: 3 clusters Score -1.022147e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -10226656.000000 Penalty: 5829.860840
	Iteration 13F: 3 clusters Score -1.022666e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -10231980.000000 Penalty: 5829.860840
	Iteration 14F: 3 clusters Score -1.023198e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -10236724.000000 Penalty: 5829.860840
	Iteration 15Q: 3 clusters Score -1.023672e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -10240553.000000 Penalty: 5829.860840
	Iteration 16Q: 3 clusters Score -1.024055e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116096 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -10243636.000000 Penalty: 5829.860840
	Iteration 17Q: 3 clusters Score -1.024364e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -10245896.000000 Penalty: 5829.860840
	Iteration 18Q: 3 clusters Score -1.02459e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10247336.000000 Penalty: 5829.860840
	Iteration 19Q: 3 clusters Score -1.024734e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -10248325.000000 Penalty: 5829.860840
	Iteration 20F: 3 clusters Score -1.024832e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -10248963.000000 Penalty: 5829.860840
	Iteration 21Q: 3 clusters Score -1.024896e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124235 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10249417.000000 Penalty: 5829.860840
	Iteration 22Q: 3 clusters Score -1.024942e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124715 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10249671.000000 Penalty: 5829.860840
	Iteration 23Q: 3 clusters Score -1.024967e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125046 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10249818.000000 Penalty: 5829.860840
	Iteration 24Q: 3 clusters Score -1.024982e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125290 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10249949.000000 Penalty: 5829.860840
	Iteration 25Q: 3 clusters Score -1.024995e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125465 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10250008.000000 Penalty: 5829.860840
	Iteration 26Q: 3 clusters Score -1.025001e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10250086.000000 Penalty: 5829.860840
	Iteration 27Q: 3 clusters Score -1.025009e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125738 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10250174.000000 Penalty: 5829.860840
	Iteration 28Q: 3 clusters Score -1.025017e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10250221.000000 Penalty: 5829.860840
	Iteration 29Q: 3 clusters Score -1.025022e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10250271.000000 Penalty: 5829.860840
	Iteration 30Q: 3 clusters Score -1.025027e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125987 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10250307.000000 Penalty: 5829.860840
	Iteration 31Q: 3 clusters Score -1.025031e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126037 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10250346.000000 Penalty: 5829.860840
	Iteration 32Q: 3 clusters Score -1.025035e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126071 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10250349.000000 Penalty: 5829.860840
	Iteration 33Q: 3 clusters Score -1.025035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126086 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10250349.000000 Penalty: 5829.860840
	Iteration 34Q: 3 clusters Score -1.025035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10250367.000000 Penalty: 5829.860840
	Iteration 35Q: 3 clusters Score -1.025037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10250376.000000 Penalty: 5829.860840
	Iteration 36Q: 3 clusters Score -1.025038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126124 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10250380.000000 Penalty: 5829.860840
	Iteration 37Q: 3 clusters Score -1.025038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126129 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10250374.000000 Penalty: 5829.860840
	Iteration 38Q: 3 clusters Score -1.025037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10250367.000000 Penalty: 5829.860840
	Iteration 39Q: 3 clusters Score -1.025037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10250367.000000 Penalty: 5829.860840
	Iteration 40F: 3 clusters Score -1.025037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10250367.000000 Penalty: 5829.860840
	Iteration 41Q: 3 clusters Score -1.025037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10250379.000000 Penalty: 5829.860840
	Iteration 42Q: 3 clusters Score -1.025038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126162 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10250394.000000 Penalty: 5829.860840
	Iteration 43Q: 3 clusters Score -1.025039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10250401.000000 Penalty: 5829.860840
	Iteration 44Q: 3 clusters Score -1.02504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10250395.000000 Penalty: 5829.860840
	Iteration 45Q: 3 clusters Score -1.02504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126177 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10250406.000000 Penalty: 5829.860840
	Iteration 46Q: 3 clusters Score -1.025041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10250406.000000 Penalty: 5829.860840
	Iteration 47Q: 3 clusters Score -1.025041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126180 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10250403.000000 Penalty: 5829.860840
	Iteration 48Q: 3 clusters Score -1.02504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10250415.000000 Penalty: 5829.860840
	Iteration 49Q: 3 clusters Score -1.025042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10250408.000000 Penalty: 5829.860840
	Iteration 50Q: 3 clusters Score -1.025041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10250421.000000 Penalty: 5829.860840
	Iteration 51Q: 3 clusters Score -1.025042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10250418.000000 Penalty: 5829.860840
	Iteration 52Q: 3 clusters Score -1.025042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10250415.000000 Penalty: 5829.860840
	Iteration 53Q: 3 clusters Score -1.025042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10250412.000000 Penalty: 5829.860840
	Iteration 54Q: 3 clusters Score -1.025041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126195 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10250410.000000 Penalty: 5829.860840
	Iteration 55Q: 3 clusters Score -1.025041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126196 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10250416.000000 Penalty: 5829.860840
	Iteration 56Q: 3 clusters Score -1.025042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10250412.000000 Penalty: 5829.860840
	Iteration 57Q: 3 clusters Score -1.025041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10250412.000000 Penalty: 5829.860840
	Iteration 58F: 3 clusters Score -1.025041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -104526.750000 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104526.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -105046.765625 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -105046.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -105250.562500 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105250.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105379.757812 Penalty: 3685.336670
	Iteration 3F: 3 clusters Score -105379.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105480.789062 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -105480.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105560.187500 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105560.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105613.257812 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105613.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105644.312500 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105644.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105676.140625 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105676.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105697.875000 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105697.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105725.000000 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105747.601562 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105747.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105760.273438 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105764.757812 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105770.359375 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105776.375000 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105783.320312 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105785.250000 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -105785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105787.062500 Penalty: 3685.336670
	Iteration 18Q: 3 clusters Score -105787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105789.507812 Penalty: 3685.336670
	Iteration 19Q: 3 clusters Score -105789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105791.101562 Penalty: 3685.336670
	Iteration 20F: 3 clusters Score -105791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105795.148438 Penalty: 3685.336670
	Iteration 21Q: 3 clusters Score -105795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105796.992188 Penalty: 3685.336670
	Iteration 22Q: 3 clusters Score -105797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105797.171875 Penalty: 3685.336670
	Iteration 23Q: 3 clusters Score -105797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105797.171875 Penalty: 3685.336670
	Iteration 24F: 3 clusters Score -105797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1517301.000000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517301 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1522320.875000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522321 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1522771.250000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1522771 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1523137.500000 Penalty: 4931.321289
	Iteration 3Q: 3 clusters Score -1523138 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1523456.125000 Penalty: 4931.321289
	Iteration 4Q: 3 clusters Score -1523456 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1523803.500000 Penalty: 4931.321289
	Iteration 5Q: 3 clusters Score -1523804 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1524169.625000 Penalty: 4931.321289
	Iteration 6Q: 3 clusters Score -1524170 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1524576.875000 Penalty: 4931.321289
	Iteration 7Q: 3 clusters Score -1524577 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1525085.125000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -1525085 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1525634.625000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1525635 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1526230.500000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1526230 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1526873.125000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1526873 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1527575.625000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1527576 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1528269.500000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1528270 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1528984.250000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1528984 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1529565.875000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1529566 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1530000.875000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1530001 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1530257.125000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1530257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1530411.750000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1530412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1530492.625000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1530493 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1530556.500000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1530556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1530582.500000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1530582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -1530601.250000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1530601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1530605.750000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1530606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1530618.000000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1530618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1530619.500000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1530620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1530628.125000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1530628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1530631.750000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1530632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1530633.000000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1530635.250000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1530636.750000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1530636.750000 Penalty: 4931.321289
	Iteration 31F: 3 clusters Score -1530637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -524522.500000 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -524522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -519605.812500 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -519605.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -520902.937500 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -520902.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -521164.281250 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -521164.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -521317.062500 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -521317.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -521431.656250 Penalty: 4279.408691
	Iteration 4Q: 3 clusters Score -521431.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -521547.781250 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -521547.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -521641.343750 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -521641.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -521708.718750 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -521708.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -521766.500000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -521766.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -521823.562500 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -521823.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -521883.250000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -521883.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -521936.937500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -521936.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -521999.062500 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -521999.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -522069.187500 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -522069.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -522125.437500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -522125.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -522175.968750 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -522176 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -522218.218750 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -522218.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -522253.187500 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -522253.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -522295.343750 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -522295.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -522349.281250 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -522349.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -522402.156250 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -522402.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -522449.000000 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -522449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -522509.281250 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -522509.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -522563.812500 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -522563.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -522617.468750 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -522617.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -522687.718750 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -522687.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -522757.906250 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -522757.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -522833.812500 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -522833.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -522918.718750 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -522918.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -522988.156250 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -522988.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -523022.656250 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -523022.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -523051.812500 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -523051.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -523077.343750 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -523077.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -523092.187500 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -523092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -523106.500000 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -523106.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -523114.531250 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -523114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -523122.656250 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -523122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -523130.125000 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -523130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -523134.781250 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -523134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -523137.625000 Penalty: 4279.408691
	Iteration 39Q: 3 clusters Score -523137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -523139.812500 Penalty: 4279.408691
	Iteration 40F: 3 clusters Score -523139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -523141.343750 Penalty: 4279.408691
	Iteration 41Q: 3 clusters Score -523141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -523142.906250 Penalty: 4279.408691
	Iteration 42Q: 3 clusters Score -523142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -523146.093750 Penalty: 4279.408691
	Iteration 43Q: 3 clusters Score -523146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -523146.375000 Penalty: 4279.408691
	Iteration 44Q: 3 clusters Score -523146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -523146.406250 Penalty: 4279.408691
	Iteration 45Q: 3 clusters Score -523146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -523146.968750 Penalty: 4279.408691
	Iteration 46Q: 3 clusters Score -523147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -523147.625000 Penalty: 4279.408691
	Iteration 47Q: 3 clusters Score -523147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -523147.625000 Penalty: 4279.408691
	Iteration 48F: 3 clusters Score -523147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -378591.656250 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378591.7 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -379609.000000 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379609 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -379842.156250 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379842.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -379990.593750 Penalty: 4198.668457
	Iteration 3F: 3 clusters Score -379990.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -380080.687500 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -380080.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -380161.468750 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -380161.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -380222.625000 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -380222.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -380265.156250 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380265.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -380298.125000 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380298.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -380323.687500 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380323.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -380343.562500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380343.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -380360.031250 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -380374.000000 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -380384.437500 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380384.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -380389.781250 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380389.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -380396.718750 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380396.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -380404.062500 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380404.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -380412.343750 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380412.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -380424.437500 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380424.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -380435.937500 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380435.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -380446.343750 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380446.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -380459.062500 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380459.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -380471.000000 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -380484.468750 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380484.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -380499.062500 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380499.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -380508.437500 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380508.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -380516.625000 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380516.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -380526.218750 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380526.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -380534.656250 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -380534.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -380545.906250 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -380545.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -380562.562500 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -380562.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -380580.218750 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -380580.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -380598.000000 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -380598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -380610.781250 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -380610.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -380623.468750 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -380623.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -380640.843750 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -380640.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -380660.406250 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -380660.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -380673.406250 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -380673.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -380691.312500 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -380691.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -380712.406250 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -380712.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -380724.718750 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -380724.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -380739.718750 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -380739.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -380751.750000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -380751.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -380758.750000 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -380758.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -380766.156250 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -380766.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -380771.218750 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -380771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -380774.406250 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -380774.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -380776.906250 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -380776.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -380782.843750 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -380782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -380790.437500 Penalty: 4198.668457
	Iteration 49Q: 3 clusters Score -380790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -380794.000000 Penalty: 4198.668457
	Iteration 50Q: 3 clusters Score -380794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -380799.718750 Penalty: 4198.668457
	Iteration 51Q: 3 clusters Score -380799.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -380806.000000 Penalty: 4198.668457
	Iteration 52Q: 3 clusters Score -380806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -380810.781250 Penalty: 4198.668457
	Iteration 53Q: 3 clusters Score -380810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -380815.750000 Penalty: 4198.668457
	Iteration 54Q: 3 clusters Score -380815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -380824.093750 Penalty: 4198.668457
	Iteration 55Q: 3 clusters Score -380824.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -380828.750000 Penalty: 4198.668457
	Iteration 56Q: 3 clusters Score -380828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -380834.843750 Penalty: 4198.668457
	Iteration 57Q: 3 clusters Score -380834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -380844.500000 Penalty: 4198.668457
	Iteration 58Q: 3 clusters Score -380844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -380854.187500 Penalty: 4198.668457
	Iteration 59Q: 3 clusters Score -380854.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -380864.562500 Penalty: 4198.668457
	Iteration 60F: 3 clusters Score -380864.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -380874.312500 Penalty: 4198.668457
	Iteration 61Q: 3 clusters Score -380874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -380879.812500 Penalty: 4198.668457
	Iteration 62Q: 3 clusters Score -380879.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -380887.375000 Penalty: 4198.668457
	Iteration 63Q: 3 clusters Score -380887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -380891.031250 Penalty: 4198.668457
	Iteration 64Q: 3 clusters Score -380891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -380896.156250 Penalty: 4198.668457
	Iteration 65Q: 3 clusters Score -380896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -380902.562500 Penalty: 4198.668457
	Iteration 66Q: 3 clusters Score -380902.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -380908.218750 Penalty: 4198.668457
	Iteration 67Q: 3 clusters Score -380908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -380912.468750 Penalty: 4198.668457
	Iteration 68Q: 3 clusters Score -380912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -380919.062500 Penalty: 4198.668457
	Iteration 69Q: 3 clusters Score -380919.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -380924.906250 Penalty: 4198.668457
	Iteration 70Q: 3 clusters Score -380924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -380933.125000 Penalty: 4198.668457
	Iteration 71Q: 3 clusters Score -380933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -380935.218750 Penalty: 4198.668457
	Iteration 72Q: 3 clusters Score -380935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -380938.312500 Penalty: 4198.668457
	Iteration 73Q: 3 clusters Score -380938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -380943.156250 Penalty: 4198.668457
	Iteration 74Q: 3 clusters Score -380943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -380948.343750 Penalty: 4198.668457
	Iteration 75Q: 3 clusters Score -380948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -380952.312500 Penalty: 4198.668457
	Iteration 76Q: 3 clusters Score -380952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -380955.250000 Penalty: 4198.668457
	Iteration 77Q: 3 clusters Score -380955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -380957.718750 Penalty: 4198.668457
	Iteration 78Q: 3 clusters Score -380957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -380958.187500 Penalty: 4198.668457
	Iteration 79Q: 3 clusters Score -380958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -380959.218750 Penalty: 4198.668457
	Iteration 80F: 3 clusters Score -380959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -380959.500000 Penalty: 4198.668457
	Iteration 81Q: 3 clusters Score -380959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -380959.562500 Penalty: 4198.668457
	Iteration 82Q: 3 clusters Score -380959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -380960.093750 Penalty: 4198.668457
	Iteration 83Q: 3 clusters Score -380960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -380960.343750 Penalty: 4198.668457
	Iteration 84Q: 3 clusters Score -380960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -380961.187500 Penalty: 4198.668457
	Iteration 85Q: 3 clusters Score -380961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -380961.187500 Penalty: 4198.668457
	Iteration 86F: 3 clusters Score -380961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Entering Unmasked Estep 
Score: -667089.125000 Penalty: 2181.529785
	Iteration 0F: 2 clusters Score -667089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -661509.625000 Penalty: 4363.059570
	Iteration 0F: 3 clusters Score -661509.6 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -662971.937500 Penalty: 4363.059570
	Iteration 1F: 3 clusters Score -662971.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -663246.625000 Penalty: 4363.059570
	Iteration 2F: 3 clusters Score -663246.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -663426.875000 Penalty: 4363.059570
	Iteration 3F: 3 clusters Score -663426.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -663578.625000 Penalty: 4363.059570
	Iteration 4Q: 3 clusters Score -663578.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -663710.562500 Penalty: 4363.059570
	Iteration 5Q: 3 clusters Score -663710.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -663839.312500 Penalty: 4363.059570
	Iteration 6Q: 3 clusters Score -663839.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -663969.625000 Penalty: 4363.059570
	Iteration 7Q: 3 clusters Score -663969.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -664116.500000 Penalty: 4363.059570
	Iteration 8Q: 3 clusters Score -664116.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -664284.625000 Penalty: 4363.059570
	Iteration 9Q: 3 clusters Score -664284.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -664495.875000 Penalty: 4363.059570
	Iteration 10Q: 3 clusters Score -664495.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -664714.062500 Penalty: 4363.059570
	Iteration 11Q: 3 clusters Score -664714.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -664932.000000 Penalty: 4363.059570
	Iteration 12Q: 3 clusters Score -664932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -665123.000000 Penalty: 4363.059570
	Iteration 13Q: 3 clusters Score -665123 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -665261.250000 Penalty: 4363.059570
	Iteration 14Q: 3 clusters Score -665261.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -665342.812500 Penalty: 4363.059570
	Iteration 15Q: 3 clusters Score -665342.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -665409.437500 Penalty: 4363.059570
	Iteration 16Q: 3 clusters Score -665409.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -665464.562500 Penalty: 4363.059570
	Iteration 17Q: 3 clusters Score -665464.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -665497.187500 Penalty: 4363.059570
	Iteration 18Q: 3 clusters Score -665497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -665515.312500 Penalty: 4363.059570
	Iteration 19Q: 3 clusters Score -665515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -665528.125000 Penalty: 4363.059570
	Iteration 20F: 3 clusters Score -665528.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -665540.812500 Penalty: 4363.059570
	Iteration 21Q: 3 clusters Score -665540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -665548.875000 Penalty: 4363.059570
	Iteration 22Q: 3 clusters Score -665548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -665549.125000 Penalty: 4363.059570
	Iteration 23Q: 3 clusters Score -665549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -665549.187500 Penalty: 4363.059570
	Iteration 24Q: 3 clusters Score -665549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -665549.187500 Penalty: 4363.059570
	Iteration 25F: 3 clusters Score -665549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1331648.750000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331649 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1335539.750000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335540 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1335961.125000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1335961 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1336372.625000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1336373 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1336843.500000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -1336844 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1337509.375000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -1337509 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1338354.625000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1338355 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1339198.875000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1339199 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1339923.125000 Penalty: 4831.899414
	Iteration 8F: 3 clusters Score -1339923 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1340489.625000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -1340490 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1340886.500000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1340886 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1341230.375000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1341230 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1341507.500000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1341508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1341777.000000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1341777 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1342001.875000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1342002 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1342226.750000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1342227 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1342395.000000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1342395 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1342498.375000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1342498 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1342569.250000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1342569 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1342616.125000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1342616 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1342647.250000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1342647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1342672.000000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1342672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1342687.375000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1342687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1342708.125000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1342708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1342732.625000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1342733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1342748.000000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1342748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1342764.250000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1342764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1342774.250000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1342774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1342790.500000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1342790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1342803.125000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1342803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1342816.500000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1342816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1342822.375000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1342822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1342833.375000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1342833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1342845.000000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1342845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1342849.875000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1342850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1342858.000000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1342858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1342872.125000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1342872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1342877.500000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1342878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1342887.000000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1342887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1342899.250000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1342899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1342914.375000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1342914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1342925.125000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1342925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1342936.500000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1342936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1342951.875000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1342952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1342959.125000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1342959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1342968.875000 Penalty: 4831.899414
	Iteration 45Q: 3 clusters Score -1342969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1342978.375000 Penalty: 4831.899414
	Iteration 46Q: 3 clusters Score -1342978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1342984.250000 Penalty: 4831.899414
	Iteration 47Q: 3 clusters Score -1342984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1342992.750000 Penalty: 4831.899414
	Iteration 48Q: 3 clusters Score -1342993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1343008.000000 Penalty: 4831.899414
	Iteration 49Q: 3 clusters Score -1343008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1343009.875000 Penalty: 4831.899414
	Iteration 50Q: 3 clusters Score -1343010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1343020.250000 Penalty: 4831.899414
	Iteration 51Q: 3 clusters Score -1343020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1343034.375000 Penalty: 4831.899414
	Iteration 52Q: 3 clusters Score -1343034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1343051.625000 Penalty: 4831.899414
	Iteration 53Q: 3 clusters Score -1343052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1343067.750000 Penalty: 4831.899414
	Iteration 54Q: 3 clusters Score -1343068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1343075.750000 Penalty: 4831.899414
	Iteration 55Q: 3 clusters Score -1343076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1343090.625000 Penalty: 4831.899414
	Iteration 56Q: 3 clusters Score -1343091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1343101.125000 Penalty: 4831.899414
	Iteration 57Q: 3 clusters Score -1343101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1343106.125000 Penalty: 4831.899414
	Iteration 58Q: 3 clusters Score -1343106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1343118.875000 Penalty: 4831.899414
	Iteration 59Q: 3 clusters Score -1343119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1343132.125000 Penalty: 4831.899414
	Iteration 60F: 3 clusters Score -1343132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1343143.625000 Penalty: 4831.899414
	Iteration 61Q: 3 clusters Score -1343144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1343152.000000 Penalty: 4831.899414
	Iteration 62Q: 3 clusters Score -1343152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1343163.125000 Penalty: 4831.899414
	Iteration 63Q: 3 clusters Score -1343163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1343168.125000 Penalty: 4831.899414
	Iteration 64Q: 3 clusters Score -1343168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1343182.000000 Penalty: 4831.899414
	Iteration 65Q: 3 clusters Score -1343182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1343198.625000 Penalty: 4831.899414
	Iteration 66Q: 3 clusters Score -1343199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1343213.500000 Penalty: 4831.899414
	Iteration 67Q: 3 clusters Score -1343214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1343222.375000 Penalty: 4831.899414
	Iteration 68Q: 3 clusters Score -1343222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1343229.250000 Penalty: 4831.899414
	Iteration 69Q: 3 clusters Score -1343229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1343234.125000 Penalty: 4831.899414
	Iteration 70Q: 3 clusters Score -1343234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1343242.500000 Penalty: 4831.899414
	Iteration 71Q: 3 clusters Score -1343242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1343255.250000 Penalty: 4831.899414
	Iteration 72Q: 3 clusters Score -1343255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1343261.375000 Penalty: 4831.899414
	Iteration 73Q: 3 clusters Score -1343261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1343277.500000 Penalty: 4831.899414
	Iteration 74Q: 3 clusters Score -1343278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1343282.000000 Penalty: 4831.899414
	Iteration 75Q: 3 clusters Score -1343282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1343295.500000 Penalty: 4831.899414
	Iteration 76Q: 3 clusters Score -1343296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1343303.250000 Penalty: 4831.899414
	Iteration 77Q: 3 clusters Score -1343303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1343308.875000 Penalty: 4831.899414
	Iteration 78Q: 3 clusters Score -1343309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1343314.875000 Penalty: 4831.899414
	Iteration 79Q: 3 clusters Score -1343315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1343326.500000 Penalty: 4831.899414
	Iteration 80F: 3 clusters Score -1343326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1343330.500000 Penalty: 4831.899414
	Iteration 81Q: 3 clusters Score -1343330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1343333.000000 Penalty: 4831.899414
	Iteration 82Q: 3 clusters Score -1343333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1343336.000000 Penalty: 4831.899414
	Iteration 83Q: 3 clusters Score -1343336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1343341.500000 Penalty: 4831.899414
	Iteration 84Q: 3 clusters Score -1343342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1343342.375000 Penalty: 4831.899414
	Iteration 85Q: 3 clusters Score -1343342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1343343.625000 Penalty: 4831.899414
	Iteration 86Q: 3 clusters Score -1343344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1343341.375000 Penalty: 4831.899414
	Iteration 87Q: 3 clusters Score -1343341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1343345.375000 Penalty: 4831.899414
	Iteration 88Q: 3 clusters Score -1343345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1343347.875000 Penalty: 4831.899414
	Iteration 89Q: 3 clusters Score -1343348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1343346.500000 Penalty: 4831.899414
	Iteration 90Q: 3 clusters Score -1343346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1343347.625000 Penalty: 4831.899414
	Iteration 91Q: 3 clusters Score -1343348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1343349.750000 Penalty: 4831.899414
	Iteration 92Q: 3 clusters Score -1343350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1343345.875000 Penalty: 4831.899414
	Iteration 93Q: 3 clusters Score -1343346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1343349.375000 Penalty: 4831.899414
	Iteration 94Q: 3 clusters Score -1343349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1343349.000000 Penalty: 4831.899414
	Iteration 95Q: 3 clusters Score -1343349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1343348.500000 Penalty: 4831.899414
	Iteration 96Q: 3 clusters Score -1343348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1343347.625000 Penalty: 4831.899414
	Iteration 97Q: 3 clusters Score -1343348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1343349.000000 Penalty: 4831.899414
	Iteration 98Q: 3 clusters Score -1343349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1343351.500000 Penalty: 4831.899414
	Iteration 99Q: 3 clusters Score -1343352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1343351.250000 Penalty: 4831.899414
	Iteration 100F: 3 clusters Score -1343351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1343351.750000 Penalty: 4831.899414
	Iteration 101Q: 3 clusters Score -1343352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1343352.875000 Penalty: 4831.899414
	Iteration 102Q: 3 clusters Score -1343353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1343350.500000 Penalty: 4831.899414
	Iteration 103Q: 3 clusters Score -1343350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1343351.625000 Penalty: 4831.899414
	Iteration 104Q: 3 clusters Score -1343352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1343350.250000 Penalty: 4831.899414
	Iteration 105Q: 3 clusters Score -1343350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1343350.250000 Penalty: 4831.899414
	Iteration 106F: 3 clusters Score -1343350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17526.029297 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17526.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17709.197266 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17755.082031 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17755.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17790.152344 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17790.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17844.019531 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17844.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17853.349609 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -17853.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17874.152344 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -17874.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17881.224609 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -17881.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17942.693359 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -17942.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17975.763672 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -17975.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18050.087891 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -18050.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18128.164062 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -18128.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18165.664062 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -18165.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18167.439453 Penalty: 2838.898193
	Iteration 13Q: 3 clusters Score -18167.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18172.199219 Penalty: 2838.898193
	Iteration 14Q: 3 clusters Score -18172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18179.095703 Penalty: 2838.898193
	Iteration 15Q: 3 clusters Score -18179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18181.279297 Penalty: 2838.898193
	Iteration 16F: 3 clusters Score -18181.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18196.939453 Penalty: 2838.898193
	Iteration 17Q: 3 clusters Score -18196.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18207.748047 Penalty: 2838.898193
	Iteration 18Q: 3 clusters Score -18207.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18207.748047 Penalty: 2838.898193
	Iteration 19F: 3 clusters Score -18207.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -422603.500000 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422603.5 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -423755.468750 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423755.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -424029.781250 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424029.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -424252.687500 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424252.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -424455.500000 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -424455.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -424642.093750 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -424642.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -424849.281250 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -424849.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -425067.093750 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -425067.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -425282.062500 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425282.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -425466.593750 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425466.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -425634.093750 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425634.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -425764.375000 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425764.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -425860.312500 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425860.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -425927.656250 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425927.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -425972.218750 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425972.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -425999.906250 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425999.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -426017.937500 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -426017.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -426028.406250 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -426028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -426034.968750 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -426035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -426040.843750 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -426040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -426044.531250 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -426044.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -426050.375000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -426050.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -426057.437500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -426057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -426059.468750 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -426059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -426062.812500 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -426062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -426066.281250 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -426066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -426069.343750 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -426069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -426070.937500 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -426070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -426071.812500 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -426071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -426072.125000 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -426072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -426073.468750 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -426073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -426074.593750 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -426074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -426075.718750 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -426075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -426076.468750 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -426076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -426076.437500 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -426076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -426077.875000 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -426077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -426078.500000 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -426078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -426078.500000 Penalty: 4270.356934
	Iteration 37F: 3 clusters Score -426078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -144279.203125 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144279.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144829.125000 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144829.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -145025.203125 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -145025.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -145130.468750 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -145130.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -145189.250000 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -145189.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -145221.437500 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -145221.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -145241.093750 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -145252.578125 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -145263.062500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145263.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -145271.484375 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -145282.609375 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -145292.156250 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145292.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -145300.000000 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -145302.406250 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145302.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -145307.687500 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -145312.187500 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -145317.781250 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -145322.312500 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145322.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -145324.156250 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -145328.343750 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -145334.578125 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -145340.296875 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -145347.453125 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145347.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -145354.140625 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145359.875000 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -145366.859375 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -145366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -145370.390625 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -145370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -145372.171875 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -145372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145374.656250 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -145374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -145376.781250 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -145376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -145381.015625 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -145381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -145383.515625 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -145383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -145385.687500 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -145385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -145388.390625 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -145388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -145389.890625 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -145389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145391.265625 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -145391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145392.437500 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -145392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -145394.312500 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -145394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -145398.062500 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -145398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -145401.406250 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -145401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -145403.281250 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -145403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -145405.515625 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -145405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -145407.937500 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -145407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -145409.718750 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -145409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -145410.500000 Penalty: 3752.633545
	Iteration 44Q: 3 clusters Score -145410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -145411.578125 Penalty: 3752.633545
	Iteration 45Q: 3 clusters Score -145411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145412.031250 Penalty: 3752.633545
	Iteration 46Q: 3 clusters Score -145412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145412.031250 Penalty: 3752.633545
	Iteration 47F: 3 clusters Score -145412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -380646.375000 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380646.4 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -381731.500000 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381731.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -381993.375000 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381993.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -382163.937500 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382163.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -382360.562500 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -382360.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -382599.875000 Penalty: 4215.518555
	Iteration 5F: 3 clusters Score -382599.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -382869.281250 Penalty: 4215.518555
	Iteration 6F: 3 clusters Score -382869.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -383132.968750 Penalty: 4215.518555
	Iteration 7F: 3 clusters Score -383133 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -383353.281250 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -383353.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -383486.312500 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383486.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -383597.000000 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383597 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -383674.406250 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383674.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -383716.656250 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383716.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -383734.062500 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383734.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -383745.562500 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -383745.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -383753.218750 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -383753.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -383757.312500 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -383757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -383758.750000 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -383758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -383760.468750 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -383760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -383760.656250 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -383760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -383761.906250 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -383761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -383762.687500 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -383762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -383765.218750 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -383765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -383766.375000 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -383766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -383768.062500 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -383768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -383770.687500 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -383770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -383772.593750 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -383772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -383774.718750 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -383774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -383775.531250 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -383775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -383775.781250 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -383775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -383775.781250 Penalty: 4215.518555
	Iteration 30F: 3 clusters Score -383775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 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 740 members 
Entering Unmasked Estep 
Score: -104079.789062 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104079.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -104431.390625 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104431.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104563.523438 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104563.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -104627.085938 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104627.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104659.882812 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104659.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -104691.203125 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -104718.109375 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104718.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -104742.132812 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104742.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -104758.070312 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104758.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -104771.078125 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -104778.210938 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -104783.664062 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -104786.671875 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -104789.781250 Penalty: 3589.937988
	Iteration 13Q: 3 clusters Score -104789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -104795.531250 Penalty: 3589.937988
	Iteration 14Q: 3 clusters Score -104795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -104801.906250 Penalty: 3589.937988
	Iteration 15Q: 3 clusters Score -104801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -104808.156250 Penalty: 3589.937988
	Iteration 16Q: 3 clusters Score -104808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -104813.640625 Penalty: 3589.937988
	Iteration 17Q: 3 clusters Score -104813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -104819.445312 Penalty: 3589.937988
	Iteration 18Q: 3 clusters Score -104819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -104822.132812 Penalty: 3589.937988
	Iteration 19Q: 3 clusters Score -104822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -104823.015625 Penalty: 3589.937988
	Iteration 20F: 3 clusters Score -104823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -104824.078125 Penalty: 3589.937988
	Iteration 21Q: 3 clusters Score -104824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -104826.101562 Penalty: 3589.937988
	Iteration 22Q: 3 clusters Score -104826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -104827.460938 Penalty: 3589.937988
	Iteration 23Q: 3 clusters Score -104827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -104830.062500 Penalty: 3589.937988
	Iteration 24Q: 3 clusters Score -104830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -104831.078125 Penalty: 3589.937988
	Iteration 25Q: 3 clusters Score -104831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -104831.554688 Penalty: 3589.937988
	Iteration 26Q: 3 clusters Score -104831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -104832.320312 Penalty: 3589.937988
	Iteration 27Q: 3 clusters Score -104832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -104832.320312 Penalty: 3589.937988
	Iteration 28F: 3 clusters Score -104832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133454.890625 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -133454.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131247.109375 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -131247.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -131699.781250 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -131699.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131946.656250 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -131946.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132189.875000 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -132189.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132513.859375 Penalty: 3591.362305
	Iteration 4F: 3 clusters Score -132513.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132696.421875 Penalty: 3591.362305
	Iteration 5F: 3 clusters Score -132696.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132808.234375 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -132808.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -132916.031250 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -132916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133009.218750 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -133009.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -133108.906250 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -133108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133193.140625 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -133193.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133257.578125 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -133257.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133295.781250 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -133295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133305.687500 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -133305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133314.125000 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -133314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133317.921875 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -133317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133317.921875 Penalty: 3591.362305
	Iteration 16F: 3 clusters Score -133317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -507232.437500 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -507232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -502446.031250 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -502446 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -503720.531250 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -503720.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -504065.343750 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -504065.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -504359.468750 Penalty: 4263.984863
	Iteration 3F: 3 clusters Score -504359.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -504584.093750 Penalty: 4263.984863
	Iteration 4F: 3 clusters Score -504584.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -504777.468750 Penalty: 4263.984863
	Iteration 5F: 3 clusters Score -504777.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -504934.187500 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -504934.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -505050.031250 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -505050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -505130.531250 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -505130.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -505174.625000 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -505174.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -505210.093750 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -505210.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -505236.562500 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -505236.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -505257.593750 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -505257.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -505269.906250 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -505269.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -505277.218750 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -505277.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -505283.593750 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -505283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -505287.281250 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -505287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -505290.562500 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -505290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -505292.218750 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -505292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -505292.375000 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -505292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -505294.093750 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -505294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -505294.343750 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -505294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -505294.375000 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -505294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -505294.218750 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -505294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -505294.218750 Penalty: 4263.984863
	Iteration 24F: 3 clusters Score -505294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -43695.941406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -43695.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42215.613281 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -42215.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42387.777344 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -42387.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42465.050781 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -42465.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42484.640625 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -42484.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42488.417969 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -42488.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42505.132812 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -42505.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42510.945312 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -42510.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42514.753906 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -42514.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42514.753906 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -42514.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (99238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99238 members 
Entering Unmasked Estep 
Score: -10477371.000000 Penalty: 2853.308594
	Iteration 0F: 2 clusters Score -1.047737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -10412401.000000 Penalty: 5706.617188
	Iteration 0F: 3 clusters Score -1.04124e+07 nChanged 46668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -10439223.000000 Penalty: 5706.617188
	Iteration 1F: 3 clusters Score -1.043922e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -10439989.000000 Penalty: 5706.617188
	Iteration 2Q: 3 clusters Score -1.043999e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -10440913.000000 Penalty: 5706.617188
	Iteration 3Q: 3 clusters Score -1.044091e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -10442086.000000 Penalty: 5706.617188
	Iteration 4Q: 3 clusters Score -1.044209e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -10444066.000000 Penalty: 5706.617188
	Iteration 5Q: 3 clusters Score -1.044407e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -10447162.000000 Penalty: 5706.617188
	Iteration 6F: 3 clusters Score -1.044716e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -10452129.000000 Penalty: 5706.617188
	Iteration 7F: 3 clusters Score -1.045213e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -10458738.000000 Penalty: 5706.617188
	Iteration 8F: 3 clusters Score -1.045874e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -10464901.000000 Penalty: 5706.617188
	Iteration 9F: 3 clusters Score -1.04649e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -10468456.000000 Penalty: 5706.617188
	Iteration 10F: 3 clusters Score -1.046846e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -10470053.000000 Penalty: 5706.617188
	Iteration 11Q: 3 clusters Score -1.047005e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -10471196.000000 Penalty: 5706.617188
	Iteration 12Q: 3 clusters Score -1.04712e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -10472024.000000 Penalty: 5706.617188
	Iteration 13Q: 3 clusters Score -1.047202e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -10472682.000000 Penalty: 5706.617188
	Iteration 14Q: 3 clusters Score -1.047268e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -10473123.000000 Penalty: 5706.617188
	Iteration 15Q: 3 clusters Score -1.047312e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -10473401.000000 Penalty: 5706.617188
	Iteration 16Q: 3 clusters Score -1.04734e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -10473588.000000 Penalty: 5706.617188
	Iteration 17Q: 3 clusters Score -1.047359e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -10473724.000000 Penalty: 5706.617188
	Iteration 18Q: 3 clusters Score -1.047372e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -10473803.000000 Penalty: 5706.617188
	Iteration 19Q: 3 clusters Score -1.04738e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -10473861.000000 Penalty: 5706.617188
	Iteration 20F: 3 clusters Score -1.047386e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -10473903.000000 Penalty: 5706.617188
	Iteration 21Q: 3 clusters Score -1.04739e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -10473873.000000 Penalty: 5706.617188
	Iteration 22Q: 3 clusters Score -1.047387e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -10473888.000000 Penalty: 5706.617188
	Iteration 23Q: 3 clusters Score -1.047389e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -10473889.000000 Penalty: 5706.617188
	Iteration 24Q: 3 clusters Score -1.047389e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -10473903.000000 Penalty: 5706.617188
	Iteration 25Q: 3 clusters Score -1.04739e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -10473888.000000 Penalty: 5706.617188
	Iteration 26Q: 3 clusters Score -1.047389e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -10473876.000000 Penalty: 5706.617188
	Iteration 27Q: 3 clusters Score -1.047388e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -10473883.000000 Penalty: 5706.617188
	Iteration 28Q: 3 clusters Score -1.047388e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -10473897.000000 Penalty: 5706.617188
	Iteration 29Q: 3 clusters Score -1.04739e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -10473900.000000 Penalty: 5706.617188
	Iteration 30Q: 3 clusters Score -1.04739e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -10473886.000000 Penalty: 5706.617188
	Iteration 31Q: 3 clusters Score -1.047389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -10473877.000000 Penalty: 5706.617188
	Iteration 32Q: 3 clusters Score -1.047388e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -10473861.000000 Penalty: 5706.617188
	Iteration 33Q: 3 clusters Score -1.047386e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -10473845.000000 Penalty: 5706.617188
	Iteration 34Q: 3 clusters Score -1.047384e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -10473833.000000 Penalty: 5706.617188
	Iteration 35Q: 3 clusters Score -1.047383e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -10473841.000000 Penalty: 5706.617188
	Iteration 36Q: 3 clusters Score -1.047384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -10473833.000000 Penalty: 5706.617188
	Iteration 37Q: 3 clusters Score -1.047383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -10473849.000000 Penalty: 5706.617188
	Iteration 38Q: 3 clusters Score -1.047385e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -10473844.000000 Penalty: 5706.617188
	Iteration 39Q: 3 clusters Score -1.047384e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -10473834.000000 Penalty: 5706.617188
	Iteration 40F: 3 clusters Score -1.047383e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -10473849.000000 Penalty: 5706.617188
	Iteration 41Q: 3 clusters Score -1.047385e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -10473814.000000 Penalty: 5706.617188
	Iteration 42Q: 3 clusters Score -1.047381e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -10473813.000000 Penalty: 5706.617188
	Iteration 43Q: 3 clusters Score -1.047381e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -10473819.000000 Penalty: 5706.617188
	Iteration 44Q: 3 clusters Score -1.047382e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -10473817.000000 Penalty: 5706.617188
	Iteration 45Q: 3 clusters Score -1.047382e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -10473788.000000 Penalty: 5706.617188
	Iteration 46Q: 3 clusters Score -1.047379e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -10473774.000000 Penalty: 5706.617188
	Iteration 47Q: 3 clusters Score -1.047377e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -10473760.000000 Penalty: 5706.617188
	Iteration 48Q: 3 clusters Score -1.047376e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -10473757.000000 Penalty: 5706.617188
	Iteration 49Q: 3 clusters Score -1.047376e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -10473777.000000 Penalty: 5706.617188
	Iteration 50Q: 3 clusters Score -1.047378e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -10473788.000000 Penalty: 5706.617188
	Iteration 51Q: 3 clusters Score -1.047379e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -10473765.000000 Penalty: 5706.617188
	Iteration 52Q: 3 clusters Score -1.047376e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -10473765.000000 Penalty: 5706.617188
	Iteration 53Q: 3 clusters Score -1.047376e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -10473755.000000 Penalty: 5706.617188
	Iteration 54Q: 3 clusters Score -1.047376e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -10473745.000000 Penalty: 5706.617188
	Iteration 55Q: 3 clusters Score -1.047374e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -10473727.000000 Penalty: 5706.617188
	Iteration 56Q: 3 clusters Score -1.047373e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -10473745.000000 Penalty: 5706.617188
	Iteration 57Q: 3 clusters Score -1.047374e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -10473717.000000 Penalty: 5706.617188
	Iteration 58Q: 3 clusters Score -1.047372e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -10473683.000000 Penalty: 5706.617188
	Iteration 59Q: 3 clusters Score -1.047368e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -10473651.000000 Penalty: 5706.617188
	Iteration 60F: 3 clusters Score -1.047365e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -10473638.000000 Penalty: 5706.617188
	Iteration 61Q: 3 clusters Score -1.047364e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -10473671.000000 Penalty: 5706.617188
	Iteration 62Q: 3 clusters Score -1.047367e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -10473685.000000 Penalty: 5706.617188
	Iteration 63Q: 3 clusters Score -1.047368e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -10473665.000000 Penalty: 5706.617188
	Iteration 64Q: 3 clusters Score -1.047366e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -10473638.000000 Penalty: 5706.617188
	Iteration 65Q: 3 clusters Score -1.047364e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -10473564.000000 Penalty: 5706.617188
	Iteration 66Q: 3 clusters Score -1.047356e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -10473526.000000 Penalty: 5706.617188
	Iteration 67Q: 3 clusters Score -1.047353e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -10473514.000000 Penalty: 5706.617188
	Iteration 68Q: 3 clusters Score -1.047351e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -10473466.000000 Penalty: 5706.617188
	Iteration 69Q: 3 clusters Score -1.047347e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -10473401.000000 Penalty: 5706.617188
	Iteration 70Q: 3 clusters Score -1.04734e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -10473409.000000 Penalty: 5706.617188
	Iteration 71Q: 3 clusters Score -1.047341e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -10473422.000000 Penalty: 5706.617188
	Iteration 72Q: 3 clusters Score -1.047342e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -10473431.000000 Penalty: 5706.617188
	Iteration 73Q: 3 clusters Score -1.047343e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -10473452.000000 Penalty: 5706.617188
	Iteration 74Q: 3 clusters Score -1.047345e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -10473438.000000 Penalty: 5706.617188
	Iteration 75Q: 3 clusters Score -1.047344e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -10473389.000000 Penalty: 5706.617188
	Iteration 76Q: 3 clusters Score -1.047339e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -10473356.000000 Penalty: 5706.617188
	Iteration 77Q: 3 clusters Score -1.047336e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -10473358.000000 Penalty: 5706.617188
	Iteration 78Q: 3 clusters Score -1.047336e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -10473305.000000 Penalty: 5706.617188
	Iteration 79Q: 3 clusters Score -1.04733e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -10473266.000000 Penalty: 5706.617188
	Iteration 80F: 3 clusters Score -1.047327e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -10473273.000000 Penalty: 5706.617188
	Iteration 81Q: 3 clusters Score -1.047327e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -10473245.000000 Penalty: 5706.617188
	Iteration 82Q: 3 clusters Score -1.047324e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -10473255.000000 Penalty: 5706.617188
	Iteration 83Q: 3 clusters Score -1.047326e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -10473278.000000 Penalty: 5706.617188
	Iteration 84Q: 3 clusters Score -1.047328e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -10473289.000000 Penalty: 5706.617188
	Iteration 85Q: 3 clusters Score -1.047329e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -10473284.000000 Penalty: 5706.617188
	Iteration 86Q: 3 clusters Score -1.047328e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -10473234.000000 Penalty: 5706.617188
	Iteration 87Q: 3 clusters Score -1.047323e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -10473252.000000 Penalty: 5706.617188
	Iteration 88Q: 3 clusters Score -1.047325e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -10473207.000000 Penalty: 5706.617188
	Iteration 89Q: 3 clusters Score -1.047321e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -10473153.000000 Penalty: 5706.617188
	Iteration 90Q: 3 clusters Score -1.047315e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -10473111.000000 Penalty: 5706.617188
	Iteration 91Q: 3 clusters Score -1.047311e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -10473130.000000 Penalty: 5706.617188
	Iteration 92Q: 3 clusters Score -1.047313e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -10473101.000000 Penalty: 5706.617188
	Iteration 93Q: 3 clusters Score -1.04731e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -10473103.000000 Penalty: 5706.617188
	Iteration 94Q: 3 clusters Score -1.04731e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -10473047.000000 Penalty: 5706.617188
	Iteration 95Q: 3 clusters Score -1.047305e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -10473052.000000 Penalty: 5706.617188
	Iteration 96Q: 3 clusters Score -1.047305e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -10473001.000000 Penalty: 5706.617188
	Iteration 97Q: 3 clusters Score -1.0473e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -10472982.000000 Penalty: 5706.617188
	Iteration 98Q: 3 clusters Score -1.047298e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -10472936.000000 Penalty: 5706.617188
	Iteration 99Q: 3 clusters Score -1.047294e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -10472932.000000 Penalty: 5706.617188
	Iteration 100F: 3 clusters Score -1.047293e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -10472925.000000 Penalty: 5706.617188
	Iteration 101Q: 3 clusters Score -1.047292e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -10472862.000000 Penalty: 5706.617188
	Iteration 102Q: 3 clusters Score -1.047286e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -10472874.000000 Penalty: 5706.617188
	Iteration 103Q: 3 clusters Score -1.047287e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -10472845.000000 Penalty: 5706.617188
	Iteration 104Q: 3 clusters Score -1.047284e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -10472787.000000 Penalty: 5706.617188
	Iteration 105Q: 3 clusters Score -1.047279e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -10472789.000000 Penalty: 5706.617188
	Iteration 106Q: 3 clusters Score -1.047279e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -10472733.000000 Penalty: 5706.617188
	Iteration 107Q: 3 clusters Score -1.047273e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -10472725.000000 Penalty: 5706.617188
	Iteration 108Q: 3 clusters Score -1.047272e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -10472779.000000 Penalty: 5706.617188
	Iteration 109Q: 3 clusters Score -1.047278e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -10472807.000000 Penalty: 5706.617188
	Iteration 110Q: 3 clusters Score -1.047281e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -10472826.000000 Penalty: 5706.617188
	Iteration 111Q: 3 clusters Score -1.047283e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -10472860.000000 Penalty: 5706.617188
	Iteration 112Q: 3 clusters Score -1.047286e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -10472917.000000 Penalty: 5706.617188
	Iteration 113Q: 3 clusters Score -1.047292e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -10472943.000000 Penalty: 5706.617188
	Iteration 114Q: 3 clusters Score -1.047294e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -10472945.000000 Penalty: 5706.617188
	Iteration 115Q: 3 clusters Score -1.047294e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -10472922.000000 Penalty: 5706.617188
	Iteration 116Q: 3 clusters Score -1.047292e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -10472915.000000 Penalty: 5706.617188
	Iteration 117Q: 3 clusters Score -1.047292e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -10472885.000000 Penalty: 5706.617188
	Iteration 118Q: 3 clusters Score -1.047288e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -10472924.000000 Penalty: 5706.617188
	Iteration 119Q: 3 clusters Score -1.047292e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -10472915.000000 Penalty: 5706.617188
	Iteration 120F: 3 clusters Score -1.047292e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -10472866.000000 Penalty: 5706.617188
	Iteration 121Q: 3 clusters Score -1.047287e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -10472881.000000 Penalty: 5706.617188
	Iteration 122Q: 3 clusters Score -1.047288e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -10472890.000000 Penalty: 5706.617188
	Iteration 123Q: 3 clusters Score -1.047289e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -10472884.000000 Penalty: 5706.617188
	Iteration 124Q: 3 clusters Score -1.047288e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -10472943.000000 Penalty: 5706.617188
	Iteration 125Q: 3 clusters Score -1.047294e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -10472916.000000 Penalty: 5706.617188
	Iteration 126Q: 3 clusters Score -1.047292e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -10472922.000000 Penalty: 5706.617188
	Iteration 127Q: 3 clusters Score -1.047292e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -10472923.000000 Penalty: 5706.617188
	Iteration 128Q: 3 clusters Score -1.047292e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -10472962.000000 Penalty: 5706.617188
	Iteration 129Q: 3 clusters Score -1.047296e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -10472966.000000 Penalty: 5706.617188
	Iteration 130Q: 3 clusters Score -1.047297e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -10472951.000000 Penalty: 5706.617188
	Iteration 131Q: 3 clusters Score -1.047295e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -10472968.000000 Penalty: 5706.617188
	Iteration 132Q: 3 clusters Score -1.047297e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -10472969.000000 Penalty: 5706.617188
	Iteration 133Q: 3 clusters Score -1.047297e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -10472970.000000 Penalty: 5706.617188
	Iteration 134Q: 3 clusters Score -1.047297e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -10472990.000000 Penalty: 5706.617188
	Iteration 135Q: 3 clusters Score -1.047299e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -10472958.000000 Penalty: 5706.617188
	Iteration 136Q: 3 clusters Score -1.047296e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -10472954.000000 Penalty: 5706.617188
	Iteration 137Q: 3 clusters Score -1.047295e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -10472953.000000 Penalty: 5706.617188
	Iteration 138Q: 3 clusters Score -1.047295e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -10472929.000000 Penalty: 5706.617188
	Iteration 139Q: 3 clusters Score -1.047293e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -10472927.000000 Penalty: 5706.617188
	Iteration 140F: 3 clusters Score -1.047293e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -10472946.000000 Penalty: 5706.617188
	Iteration 141Q: 3 clusters Score -1.047295e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -10472974.000000 Penalty: 5706.617188
	Iteration 142Q: 3 clusters Score -1.047297e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -10472983.000000 Penalty: 5706.617188
	Iteration 143Q: 3 clusters Score -1.047298e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -10472967.000000 Penalty: 5706.617188
	Iteration 144Q: 3 clusters Score -1.047297e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -10472930.000000 Penalty: 5706.617188
	Iteration 145Q: 3 clusters Score -1.047293e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -10472973.000000 Penalty: 5706.617188
	Iteration 146Q: 3 clusters Score -1.047297e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -10472974.000000 Penalty: 5706.617188
	Iteration 147Q: 3 clusters Score -1.047297e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -10472991.000000 Penalty: 5706.617188
	Iteration 148Q: 3 clusters Score -1.047299e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -10473005.000000 Penalty: 5706.617188
	Iteration 149Q: 3 clusters Score -1.0473e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -10473016.000000 Penalty: 5706.617188
	Iteration 150Q: 3 clusters Score -1.047302e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -10473053.000000 Penalty: 5706.617188
	Iteration 151Q: 3 clusters Score -1.047305e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -10473036.000000 Penalty: 5706.617188
	Iteration 152Q: 3 clusters Score -1.047304e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -10473062.000000 Penalty: 5706.617188
	Iteration 153Q: 3 clusters Score -1.047306e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -10473100.000000 Penalty: 5706.617188
	Iteration 154Q: 3 clusters Score -1.04731e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -10473152.000000 Penalty: 5706.617188
	Iteration 155Q: 3 clusters Score -1.047315e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -10473149.000000 Penalty: 5706.617188
	Iteration 156Q: 3 clusters Score -1.047315e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -10473147.000000 Penalty: 5706.617188
	Iteration 157Q: 3 clusters Score -1.047315e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10473201.000000 Penalty: 5706.617188
	Iteration 158Q: 3 clusters Score -1.04732e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -10473211.000000 Penalty: 5706.617188
	Iteration 159Q: 3 clusters Score -1.047321e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -10473221.000000 Penalty: 5706.617188
	Iteration 160F: 3 clusters Score -1.047322e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -10473243.000000 Penalty: 5706.617188
	Iteration 161Q: 3 clusters Score -1.047324e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -10473263.000000 Penalty: 5706.617188
	Iteration 162Q: 3 clusters Score -1.047326e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -10473277.000000 Penalty: 5706.617188
	Iteration 163Q: 3 clusters Score -1.047328e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -10473318.000000 Penalty: 5706.617188
	Iteration 164Q: 3 clusters Score -1.047332e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -10473344.000000 Penalty: 5706.617188
	Iteration 165Q: 3 clusters Score -1.047334e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10473365.000000 Penalty: 5706.617188
	Iteration 166Q: 3 clusters Score -1.047336e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -10473348.000000 Penalty: 5706.617188
	Iteration 167Q: 3 clusters Score -1.047335e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -10473354.000000 Penalty: 5706.617188
	Iteration 168Q: 3 clusters Score -1.047335e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -10473430.000000 Penalty: 5706.617188
	Iteration 169Q: 3 clusters Score -1.047343e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -10473483.000000 Penalty: 5706.617188
	Iteration 170Q: 3 clusters Score -1.047348e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -10473522.000000 Penalty: 5706.617188
	Iteration 171Q: 3 clusters Score -1.047352e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -10473512.000000 Penalty: 5706.617188
	Iteration 172Q: 3 clusters Score -1.047351e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -10473560.000000 Penalty: 5706.617188
	Iteration 173Q: 3 clusters Score -1.047356e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -10473596.000000 Penalty: 5706.617188
	Iteration 174Q: 3 clusters Score -1.04736e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 87103 members 
Entering Unmasked Estep 
Score: -10473691.000000 Penalty: 5706.617188
	Iteration 175Q: 3 clusters Score -1.047369e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -10473794.000000 Penalty: 5706.617188
	Iteration 176Q: 3 clusters Score -1.047379e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -10473862.000000 Penalty: 5706.617188
	Iteration 177Q: 3 clusters Score -1.047386e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -10473998.000000 Penalty: 5706.617188
	Iteration 178Q: 3 clusters Score -1.0474e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -10474112.000000 Penalty: 5706.617188
	Iteration 179Q: 3 clusters Score -1.047411e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -10474201.000000 Penalty: 5706.617188
	Iteration 180F: 3 clusters Score -1.04742e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -10474353.000000 Penalty: 5706.617188
	Iteration 181Q: 3 clusters Score -1.047435e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -10474494.000000 Penalty: 5706.617188
	Iteration 182Q: 3 clusters Score -1.047449e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -10474634.000000 Penalty: 5706.617188
	Iteration 183Q: 3 clusters Score -1.047463e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -10474778.000000 Penalty: 5706.617188
	Iteration 184Q: 3 clusters Score -1.047478e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -10474906.000000 Penalty: 5706.617188
	Iteration 185Q: 3 clusters Score -1.047491e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -10475025.000000 Penalty: 5706.617188
	Iteration 186Q: 3 clusters Score -1.047502e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -10475188.000000 Penalty: 5706.617188
	Iteration 187Q: 3 clusters Score -1.047519e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -10475307.000000 Penalty: 5706.617188
	Iteration 188Q: 3 clusters Score -1.047531e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 93388 members 
Entering Unmasked Estep 
Score: -10475378.000000 Penalty: 5706.617188
	Iteration 189Q: 3 clusters Score -1.047538e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -10475456.000000 Penalty: 5706.617188
	Iteration 190Q: 3 clusters Score -1.047546e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -10475546.000000 Penalty: 5706.617188
	Iteration 191Q: 3 clusters Score -1.047555e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -10475635.000000 Penalty: 5706.617188
	Iteration 192Q: 3 clusters Score -1.047564e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -10475683.000000 Penalty: 5706.617188
	Iteration 193Q: 3 clusters Score -1.047568e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 94421 members 
Entering Unmasked Estep 
Score: -10475722.000000 Penalty: 5706.617188
	Iteration 194Q: 3 clusters Score -1.047572e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -10475775.000000 Penalty: 5706.617188
	Iteration 195Q: 3 clusters Score -1.047578e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -10475802.000000 Penalty: 5706.617188
	Iteration 196Q: 3 clusters Score -1.04758e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -10475855.000000 Penalty: 5706.617188
	Iteration 197Q: 3 clusters Score -1.047586e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -10475898.000000 Penalty: 5706.617188
	Iteration 198Q: 3 clusters Score -1.04759e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -10475956.000000 Penalty: 5706.617188
	Iteration 199Q: 3 clusters Score -1.047596e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -10475974.000000 Penalty: 5706.617188
	Iteration 200F: 3 clusters Score -1.047597e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -10476013.000000 Penalty: 5706.617188
	Iteration 201Q: 3 clusters Score -1.047601e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -10476033.000000 Penalty: 5706.617188
	Iteration 202Q: 3 clusters Score -1.047603e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -10476059.000000 Penalty: 5706.617188
	Iteration 203Q: 3 clusters Score -1.047606e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -10476054.000000 Penalty: 5706.617188
	Iteration 204Q: 3 clusters Score -1.047605e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -10476060.000000 Penalty: 5706.617188
	Iteration 205Q: 3 clusters Score -1.047606e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -10476076.000000 Penalty: 5706.617188
	Iteration 206Q: 3 clusters Score -1.047608e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -10476089.000000 Penalty: 5706.617188
	Iteration 207Q: 3 clusters Score -1.047609e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -10476124.000000 Penalty: 5706.617188
	Iteration 208Q: 3 clusters Score -1.047612e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -10476121.000000 Penalty: 5706.617188
	Iteration 209Q: 3 clusters Score -1.047612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -10476132.000000 Penalty: 5706.617188
	Iteration 210Q: 3 clusters Score -1.047613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -10476143.000000 Penalty: 5706.617188
	Iteration 211Q: 3 clusters Score -1.047614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -10476134.000000 Penalty: 5706.617188
	Iteration 212Q: 3 clusters Score -1.047613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -10476121.000000 Penalty: 5706.617188
	Iteration 213Q: 3 clusters Score -1.047612e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -10476141.000000 Penalty: 5706.617188
	Iteration 214Q: 3 clusters Score -1.047614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -10476151.000000 Penalty: 5706.617188
	Iteration 215Q: 3 clusters Score -1.047615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -10476137.000000 Penalty: 5706.617188
	Iteration 216Q: 3 clusters Score -1.047614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -10476150.000000 Penalty: 5706.617188
	Iteration 217Q: 3 clusters Score -1.047615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -10476151.000000 Penalty: 5706.617188
	Iteration 218Q: 3 clusters Score -1.047615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -10476145.000000 Penalty: 5706.617188
	Iteration 219Q: 3 clusters Score -1.047614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -10476145.000000 Penalty: 5706.617188
	Iteration 220F: 3 clusters Score -1.047614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -10476165.000000 Penalty: 5706.617188
	Iteration 221Q: 3 clusters Score -1.047616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -10476165.000000 Penalty: 5706.617188
	Iteration 222Q: 3 clusters Score -1.047616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -10476169.000000 Penalty: 5706.617188
	Iteration 223Q: 3 clusters Score -1.047617e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -10476171.000000 Penalty: 5706.617188
	Iteration 224Q: 3 clusters Score -1.047617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -10476178.000000 Penalty: 5706.617188
	Iteration 225Q: 3 clusters Score -1.047618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -10476183.000000 Penalty: 5706.617188
	Iteration 226Q: 3 clusters Score -1.047618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -10476211.000000 Penalty: 5706.617188
	Iteration 227Q: 3 clusters Score -1.047621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -10476210.000000 Penalty: 5706.617188
	Iteration 228Q: 3 clusters Score -1.047621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -10476199.000000 Penalty: 5706.617188
	Iteration 229Q: 3 clusters Score -1.04762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -10476211.000000 Penalty: 5706.617188
	Iteration 230Q: 3 clusters Score -1.047621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -10476215.000000 Penalty: 5706.617188
	Iteration 231Q: 3 clusters Score -1.047622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -10476211.000000 Penalty: 5706.617188
	Iteration 232Q: 3 clusters Score -1.047621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -10476198.000000 Penalty: 5706.617188
	Iteration 233Q: 3 clusters Score -1.04762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -10476199.000000 Penalty: 5706.617188
	Iteration 234Q: 3 clusters Score -1.04762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -10476218.000000 Penalty: 5706.617188
	Iteration 235Q: 3 clusters Score -1.047622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -10476207.000000 Penalty: 5706.617188
	Iteration 236Q: 3 clusters Score -1.047621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
Score: -10476209.000000 Penalty: 5706.617188
	Iteration 237Q: 3 clusters Score -1.047621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -10476197.000000 Penalty: 5706.617188
	Iteration 238Q: 3 clusters Score -1.04762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 95810 members 
Entering Unmasked Estep 
Score: -10476215.000000 Penalty: 5706.617188
	Iteration 239Q: 3 clusters Score -1.047622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -10476222.000000 Penalty: 5706.617188
	Iteration 240F: 3 clusters Score -1.047622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -10476231.000000 Penalty: 5706.617188
	Iteration 241Q: 3 clusters Score -1.047623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -10476235.000000 Penalty: 5706.617188
	Iteration 242Q: 3 clusters Score -1.047624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -10476235.000000 Penalty: 5706.617188
	Iteration 243Q: 3 clusters Score -1.047624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -10476232.000000 Penalty: 5706.617188
	Iteration 244Q: 3 clusters Score -1.047623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -10476239.000000 Penalty: 5706.617188
	Iteration 245Q: 3 clusters Score -1.047624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -10476244.000000 Penalty: 5706.617188
	Iteration 246Q: 3 clusters Score -1.047624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -10476238.000000 Penalty: 5706.617188
	Iteration 247Q: 3 clusters Score -1.047624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -10476239.000000 Penalty: 5706.617188
	Iteration 248Q: 3 clusters Score -1.047624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -10476245.000000 Penalty: 5706.617188
	Iteration 249Q: 3 clusters Score -1.047624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -10476241.000000 Penalty: 5706.617188
	Iteration 250Q: 3 clusters Score -1.047624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -10476238.000000 Penalty: 5706.617188
	Iteration 251Q: 3 clusters Score -1.047624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -10476232.000000 Penalty: 5706.617188
	Iteration 252Q: 3 clusters Score -1.047623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -10476227.000000 Penalty: 5706.617188
	Iteration 253Q: 3 clusters Score -1.047623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -10476236.000000 Penalty: 5706.617188
	Iteration 254Q: 3 clusters Score -1.047624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 95849 members 
Entering Unmasked Estep 
Score: -10476242.000000 Penalty: 5706.617188
	Iteration 255Q: 3 clusters Score -1.047624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -10476246.000000 Penalty: 5706.617188
	Iteration 256Q: 3 clusters Score -1.047625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 95862 members 
Entering Unmasked Estep 
Score: -10476249.000000 Penalty: 5706.617188
	Iteration 257Q: 3 clusters Score -1.047625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -10476240.000000 Penalty: 5706.617188
	Iteration 258Q: 3 clusters Score -1.047624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -10476239.000000 Penalty: 5706.617188
	Iteration 259Q: 3 clusters Score -1.047624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -10476245.000000 Penalty: 5706.617188
	Iteration 260F: 3 clusters Score -1.047624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
Score: -10476246.000000 Penalty: 5706.617188
	Iteration 261Q: 3 clusters Score -1.047625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -10476240.000000 Penalty: 5706.617188
	Iteration 262Q: 3 clusters Score -1.047624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -10476242.000000 Penalty: 5706.617188
	Iteration 263Q: 3 clusters Score -1.047624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -10476258.000000 Penalty: 5706.617188
	Iteration 264Q: 3 clusters Score -1.047626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -10476262.000000 Penalty: 5706.617188
	Iteration 265Q: 3 clusters Score -1.047626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -10476268.000000 Penalty: 5706.617188
	Iteration 266Q: 3 clusters Score -1.047627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -10476273.000000 Penalty: 5706.617188
	Iteration 267Q: 3 clusters Score -1.047627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -10476267.000000 Penalty: 5706.617188
	Iteration 268Q: 3 clusters Score -1.047627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -10476277.000000 Penalty: 5706.617188
	Iteration 269Q: 3 clusters Score -1.047628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -10476271.000000 Penalty: 5706.617188
	Iteration 270Q: 3 clusters Score -1.047627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -10476272.000000 Penalty: 5706.617188
	Iteration 271Q: 3 clusters Score -1.047627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -10476262.000000 Penalty: 5706.617188
	Iteration 272Q: 3 clusters Score -1.047626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -10476259.000000 Penalty: 5706.617188
	Iteration 273Q: 3 clusters Score -1.047626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -10476271.000000 Penalty: 5706.617188
	Iteration 274Q: 3 clusters Score -1.047627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -10476274.000000 Penalty: 5706.617188
	Iteration 275Q: 3 clusters Score -1.047627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -10476275.000000 Penalty: 5706.617188
	Iteration 276Q: 3 clusters Score -1.047628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -10476280.000000 Penalty: 5706.617188
	Iteration 277Q: 3 clusters Score -1.047628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -10476275.000000 Penalty: 5706.617188
	Iteration 278Q: 3 clusters Score -1.047628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -10476278.000000 Penalty: 5706.617188
	Iteration 279Q: 3 clusters Score -1.047628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -10476276.000000 Penalty: 5706.617188
	Iteration 280F: 3 clusters Score -1.047628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -10476279.000000 Penalty: 5706.617188
	Iteration 281Q: 3 clusters Score -1.047628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -10476287.000000 Penalty: 5706.617188
	Iteration 282Q: 3 clusters Score -1.047629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -10476292.000000 Penalty: 5706.617188
	Iteration 283Q: 3 clusters Score -1.047629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -10476292.000000 Penalty: 5706.617188
	Iteration 284Q: 3 clusters Score -1.047629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -10476292.000000 Penalty: 5706.617188
	Iteration 285Q: 3 clusters Score -1.047629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -10476288.000000 Penalty: 5706.617188
	Iteration 286Q: 3 clusters Score -1.047629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 95906 members 
Entering Unmasked Estep 
Score: -10476292.000000 Penalty: 5706.617188
	Iteration 287Q: 3 clusters Score -1.047629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10476291.000000 Penalty: 5706.617188
	Iteration 288Q: 3 clusters Score -1.047629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -10476303.000000 Penalty: 5706.617188
	Iteration 289Q: 3 clusters Score -1.04763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -10476310.000000 Penalty: 5706.617188
	Iteration 290Q: 3 clusters Score -1.047631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -10476309.000000 Penalty: 5706.617188
	Iteration 291Q: 3 clusters Score -1.047631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10476304.000000 Penalty: 5706.617188
	Iteration 292Q: 3 clusters Score -1.04763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -10476299.000000 Penalty: 5706.617188
	Iteration 293Q: 3 clusters Score -1.04763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -10476297.000000 Penalty: 5706.617188
	Iteration 294Q: 3 clusters Score -1.04763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -10476297.000000 Penalty: 5706.617188
	Iteration 295Q: 3 clusters Score -1.04763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 95900 members 
Entering Unmasked Estep 
Score: -10476299.000000 Penalty: 5706.617188
	Iteration 296Q: 3 clusters Score -1.04763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -10476309.000000 Penalty: 5706.617188
	Iteration 297Q: 3 clusters Score -1.047631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -10476301.000000 Penalty: 5706.617188
	Iteration 298Q: 3 clusters Score -1.04763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -10476305.000000 Penalty: 5706.617188
	Iteration 299Q: 3 clusters Score -1.04763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -10476299.000000 Penalty: 5706.617188
	Iteration 300F: 3 clusters Score -1.04763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -10476303.000000 Penalty: 5706.617188
	Iteration 301Q: 3 clusters Score -1.04763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -10476303.000000 Penalty: 5706.617188
	Iteration 302Q: 3 clusters Score -1.04763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -10476306.000000 Penalty: 5706.617188
	Iteration 303Q: 3 clusters Score -1.047631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -10476296.000000 Penalty: 5706.617188
	Iteration 304Q: 3 clusters Score -1.04763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 95900 members 
Entering Unmasked Estep 
Score: -10476302.000000 Penalty: 5706.617188
	Iteration 305Q: 3 clusters Score -1.04763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -10476297.000000 Penalty: 5706.617188
	Iteration 306Q: 3 clusters Score -1.04763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -10476304.000000 Penalty: 5706.617188
	Iteration 307Q: 3 clusters Score -1.04763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -10476307.000000 Penalty: 5706.617188
	Iteration 308Q: 3 clusters Score -1.047631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -10476305.000000 Penalty: 5706.617188
	Iteration 309Q: 3 clusters Score -1.04763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -10476311.000000 Penalty: 5706.617188
	Iteration 310Q: 3 clusters Score -1.047631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -10476311.000000 Penalty: 5706.617188
	Iteration 311Q: 3 clusters Score -1.047631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 95906 members 
Entering Unmasked Estep 
Score: -10476316.000000 Penalty: 5706.617188
	Iteration 312Q: 3 clusters Score -1.047632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -10476309.000000 Penalty: 5706.617188
	Iteration 313Q: 3 clusters Score -1.047631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -10476314.000000 Penalty: 5706.617188
	Iteration 314Q: 3 clusters Score -1.047631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10476315.000000 Penalty: 5706.617188
	Iteration 315Q: 3 clusters Score -1.047632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -10476316.000000 Penalty: 5706.617188
	Iteration 316Q: 3 clusters Score -1.047632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10476313.000000 Penalty: 5706.617188
	Iteration 317Q: 3 clusters Score -1.047631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -10476313.000000 Penalty: 5706.617188
	Iteration 318F: 3 clusters Score -1.047631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1258748.750000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258749 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1262805.875000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262806 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1263671.375000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263671 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1264648.750000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1264649 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1265633.750000 Penalty: 4805.710449
	Iteration 4F: 3 clusters Score -1265634 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1266523.875000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1266524 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1267347.750000 Penalty: 4805.710449
	Iteration 6F: 3 clusters Score -1267348 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1268023.500000 Penalty: 4805.710449
	Iteration 7Q: 3 clusters Score -1268024 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1268528.625000 Penalty: 4805.710449
	Iteration 8Q: 3 clusters Score -1268529 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1268886.375000 Penalty: 4805.710449
	Iteration 9Q: 3 clusters Score -1268886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1269098.500000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1269098 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1269227.125000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1269227 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1269304.625000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1269305 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1269371.250000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1269371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1269420.000000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1269420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1269449.500000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1269450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1269474.625000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1269475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1269493.875000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1269494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1269513.125000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1269513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1269521.125000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1269521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1269531.875000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1269532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1269536.125000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1269536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1269542.375000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1269542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1269544.125000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1269544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1269553.750000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1269554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1269562.250000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1269562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1269570.625000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1269571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1269575.250000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1269575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1269579.125000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1269579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1269587.125000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1269587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1269588.875000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1269589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1269589.000000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1269589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1269590.875000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1269591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1269592.375000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1269592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1269591.250000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1269591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1269594.500000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1269594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1269595.000000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1269595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1269594.125000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1269594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1269596.250000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1269596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1269595.875000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1269596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1269595.875000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1269596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1269596.250000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1269596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1269596.500000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1269596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1269599.125000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1269599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1269598.875000 Penalty: 4805.710449
	Iteration 44Q: 3 clusters Score -1269599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1269599.000000 Penalty: 4805.710449
	Iteration 45Q: 3 clusters Score -1269599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1269600.125000 Penalty: 4805.710449
	Iteration 46Q: 3 clusters Score -1269600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1269600.125000 Penalty: 4805.710449
	Iteration 47F: 3 clusters Score -1269600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -8103235.000000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103235 nChanged 48022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -8131049.000000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8131049 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -8131962.500000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8131962 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -8133155.500000 Penalty: 5718.870117
	Iteration 3Q: 3 clusters Score -8133156 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8134735.000000 Penalty: 5718.870117
	Iteration 4Q: 3 clusters Score -8134735 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -8137155.500000 Penalty: 5718.870117
	Iteration 5Q: 3 clusters Score -8137156 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -8140660.500000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8140660 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -8145727.000000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8145727 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -8151844.500000 Penalty: 5718.870117
	Iteration 8F: 3 clusters Score -8151844 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -8157357.500000 Penalty: 5718.870117
	Iteration 9F: 3 clusters Score -8157358 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8160709.000000 Penalty: 5718.870117
	Iteration 10Q: 3 clusters Score -8160709 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8162734.500000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8162734 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -8164033.000000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8164033 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -8164971.000000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8164971 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -8165739.000000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8165739 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -8166287.000000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8166287 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8166776.000000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8166776 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -8167233.000000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8167233 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -8167619.000000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8167619 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -8167887.500000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8167888 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8168131.500000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8168132 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8168303.500000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8168304 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8168404.500000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8168508.500000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168508 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8168610.500000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8168685.500000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -8168753.000000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168753 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8168823.500000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8168842.000000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8168881.000000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168881 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8168928.000000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8168928.000000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8168926.000000 Penalty: 5718.870117
	Iteration 32Q: 3 clusters Score -8168926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8168952.500000 Penalty: 5718.870117
	Iteration 33Q: 3 clusters Score -8168952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99410 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8168972.000000 Penalty: 5718.870117
	Iteration 34Q: 3 clusters Score -8168972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8168983.000000 Penalty: 5718.870117
	Iteration 35Q: 3 clusters Score -8168983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8168981.500000 Penalty: 5718.870117
	Iteration 36Q: 3 clusters Score -8168982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8168988.500000 Penalty: 5718.870117
	Iteration 37Q: 3 clusters Score -8168988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8168997.500000 Penalty: 5718.870117
	Iteration 38Q: 3 clusters Score -8168998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8169012.000000 Penalty: 5718.870117
	Iteration 39Q: 3 clusters Score -8169012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8169004.000000 Penalty: 5718.870117
	Iteration 40F: 3 clusters Score -8169004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8169025.000000 Penalty: 5718.870117
	Iteration 41Q: 3 clusters Score -8169025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8169028.000000 Penalty: 5718.870117
	Iteration 42Q: 3 clusters Score -8169028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8169034.500000 Penalty: 5718.870117
	Iteration 43Q: 3 clusters Score -8169034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8169047.000000 Penalty: 5718.870117
	Iteration 44Q: 3 clusters Score -8169047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8169043.000000 Penalty: 5718.870117
	Iteration 45Q: 3 clusters Score -8169043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8169040.000000 Penalty: 5718.870117
	Iteration 46Q: 3 clusters Score -8169040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8169048.500000 Penalty: 5718.870117
	Iteration 47Q: 3 clusters Score -8169048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8169046.000000 Penalty: 5718.870117
	Iteration 48Q: 3 clusters Score -8169046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99702 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8169053.000000 Penalty: 5718.870117
	Iteration 49Q: 3 clusters Score -8169053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8169047.500000 Penalty: 5718.870117
	Iteration 50Q: 3 clusters Score -8169048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8169047.500000 Penalty: 5718.870117
	Iteration 51F: 3 clusters Score -8169048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -69329.820312 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -69329.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67487.390625 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -67487.39 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67839.898438 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -67839.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68028.882812 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -68028.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68202.054688 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -68202.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68363.468750 Penalty: 3363.967285
	Iteration 4F: 3 clusters Score -68363.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68511.257812 Penalty: 3363.967285
	Iteration 5F: 3 clusters Score -68511.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68621.812500 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -68621.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68731.273438 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -68731.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68863.820312 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -68863.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68912.898438 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -68912.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68923.539062 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -68923.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -68930.148438 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -68930.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68934.148438 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -68934.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68946.382812 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -68946.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68963.742188 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -68963.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -68970.054688 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -68970.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68972.875000 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -68972.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -68977.007812 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -68977.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -68982.335938 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -68982.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68995.750000 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -68995.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69003.312500 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -69003.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69004.656250 Penalty: 3363.967285
	Iteration 21Q: 3 clusters Score -69004.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -69013.687500 Penalty: 3363.967285
	Iteration 22Q: 3 clusters Score -69013.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -69020.359375 Penalty: 3363.967285
	Iteration 23Q: 3 clusters Score -69020.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69025.804688 Penalty: 3363.967285
	Iteration 24Q: 3 clusters Score -69025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -69026.671875 Penalty: 3363.967285
	Iteration 25Q: 3 clusters Score -69026.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -69026.671875 Penalty: 3363.967285
	Iteration 26F: 3 clusters Score -69026.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -516719.500000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516719.5 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -518263.187500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518263.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -518643.156250 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518643.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -518927.156250 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518927.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -519150.250000 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -519150.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -519294.593750 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -519294.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -519415.062500 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -519415.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -519505.000000 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -519505 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -519590.312500 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519590.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -519674.531250 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -519674.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -519750.718750 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -519750.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -519837.812500 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -519837.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -519943.812500 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -519943.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -520039.187500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -520039.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -520130.125000 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -520130.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -520197.687500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -520197.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -520252.968750 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -520253 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -520298.062500 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -520298.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -520345.781250 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -520345.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -520388.343750 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -520388.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -520429.375000 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -520429.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -520459.406250 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -520459.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -520483.000000 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -520483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -520502.718750 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -520502.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -520521.562500 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520521.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -520539.593750 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -520539.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -520557.000000 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -520557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -520570.250000 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -520570.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -520578.218750 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -520578.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -520586.781250 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -520586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -520589.625000 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -520589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -520592.281250 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -520592.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -520597.468750 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -520597.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -520599.968750 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -520600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -520605.281250 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -520605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -520608.906250 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -520608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -520608.375000 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -520608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -520609.781250 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -520609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -520610.625000 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -520610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -520612.250000 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -520612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -520610.781250 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -520610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -520612.312500 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -520612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -520611.843750 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -520611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -520611.406250 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -520611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -520613.187500 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -520613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -520612.406250 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -520612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -520614.125000 Penalty: 4367.763672
	Iteration 46Q: 3 clusters Score -520614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -520614.593750 Penalty: 4367.763672
	Iteration 47Q: 3 clusters Score -520614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -520615.500000 Penalty: 4367.763672
	Iteration 48Q: 3 clusters Score -520615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -520615.500000 Penalty: 4367.763672
	Iteration 49F: 3 clusters Score -520615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -146811.593750 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146811.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147271.375000 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147271.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -147411.921875 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147411.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -147481.734375 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147481.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -147527.656250 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147527.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -147556.578125 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147556.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -147577.437500 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147577.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -147595.531250 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147611.140625 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -147623.312500 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -147628.921875 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147634.562500 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -147642.546875 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147642.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147654.906250 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147664.781250 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -147672.296875 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -147675.500000 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -147678.718750 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -147679.703125 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147680.531250 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -147680.875000 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147681.421875 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -147681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147681.421875 Penalty: 3758.760254
	Iteration 22F: 3 clusters Score -147681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -364158.656250 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -364158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -360268.718750 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -360268.7 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -361151.500000 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -361151.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -361402.406250 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -361402.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -361591.718750 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -361591.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -361740.781250 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -361740.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -361868.187500 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -361868.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -361990.843750 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -361990.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -362078.562500 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -362078.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362144.906250 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -362144.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -362199.750000 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -362199.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -362232.468750 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -362232.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -362257.343750 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -362257.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -362274.562500 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -362274.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -362289.937500 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -362289.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -362301.562500 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -362301.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -362311.062500 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -362311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -362314.937500 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -362314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -362319.656250 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -362319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -362323.000000 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -362323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -362324.781250 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -362324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -362328.312500 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -362328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -362332.562500 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -362332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -362335.718750 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -362335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -362337.937500 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -362337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -362339.468750 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -362339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -362341.781250 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -362341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362344.843750 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -362344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -362347.531250 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -362347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -362348.562500 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -362348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -362350.375000 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -362350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -362351.656250 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -362351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -362352.406250 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -362352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -362355.093750 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -362355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -362358.031250 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -362358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -362361.562500 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -362361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -362363.593750 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -362363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -362364.656250 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -362364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362365.593750 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -362365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -362365.375000 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -362365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -362367.500000 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -362367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362370.000000 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -362370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -362372.375000 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -362372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -362373.593750 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -362373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -362374.375000 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -362374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -362374.687500 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -362374.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -362375.187500 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -362375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -362374.906250 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -362374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -362375.437500 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -362375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -362375.531250 Penalty: 4106.729980
	Iteration 48Q: 3 clusters Score -362375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -362375.531250 Penalty: 4106.729980
	Iteration 49F: 3 clusters Score -362375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -507308.250000 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507308.2 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -509088.343750 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -509088.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -509456.843750 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509456.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -509735.718750 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509735.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -509960.250000 Penalty: 4409.643555
	Iteration 4F: 3 clusters Score -509960.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -510114.593750 Penalty: 4409.643555
	Iteration 5Q: 3 clusters Score -510114.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -510228.437500 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510228.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -510338.375000 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510338.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -510438.875000 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -510438.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -510530.906250 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -510530.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -510598.031250 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -510598 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -510657.531250 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -510657.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -510709.656250 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -510709.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -510762.625000 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -510762.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -510809.750000 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -510809.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -510851.343750 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -510851.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -510887.125000 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -510887.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -510918.843750 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -510918.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -510952.468750 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -510952.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -510993.468750 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -510993.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -511047.625000 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511047.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -511096.843750 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511096.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -511139.093750 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511139.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -511186.125000 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511186.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -511231.093750 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511231.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -511272.656250 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511272.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -511309.625000 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511309.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -511347.093750 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511347.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -511383.406250 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511383.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -511432.531250 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511432.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -511480.250000 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -511480.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -511528.125000 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -511528.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -511570.500000 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -511570.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -511609.968750 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -511610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -511643.562500 Penalty: 4409.643555
	Iteration 34Q: 3 clusters Score -511643.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -511665.781250 Penalty: 4409.643555
	Iteration 35Q: 3 clusters Score -511665.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -511697.593750 Penalty: 4409.643555
	Iteration 36Q: 3 clusters Score -511697.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -511725.031250 Penalty: 4409.643555
	Iteration 37Q: 3 clusters Score -511725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -511754.781250 Penalty: 4409.643555
	Iteration 38Q: 3 clusters Score -511754.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -511779.187500 Penalty: 4409.643555
	Iteration 39Q: 3 clusters Score -511779.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -511807.968750 Penalty: 4409.643555
	Iteration 40F: 3 clusters Score -511808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -511830.125000 Penalty: 4409.643555
	Iteration 41Q: 3 clusters Score -511830.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -511850.718750 Penalty: 4409.643555
	Iteration 42Q: 3 clusters Score -511850.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -511869.593750 Penalty: 4409.643555
	Iteration 43Q: 3 clusters Score -511869.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -511879.968750 Penalty: 4409.643555
	Iteration 44Q: 3 clusters Score -511880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -511888.187500 Penalty: 4409.643555
	Iteration 45Q: 3 clusters Score -511888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -511893.750000 Penalty: 4409.643555
	Iteration 46Q: 3 clusters Score -511893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -511897.281250 Penalty: 4409.643555
	Iteration 47Q: 3 clusters Score -511897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -511901.437500 Penalty: 4409.643555
	Iteration 48Q: 3 clusters Score -511901.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -511906.531250 Penalty: 4409.643555
	Iteration 49Q: 3 clusters Score -511906.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -511909.031250 Penalty: 4409.643555
	Iteration 50Q: 3 clusters Score -511909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -511910.312500 Penalty: 4409.643555
	Iteration 51Q: 3 clusters Score -511910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -511911.031250 Penalty: 4409.643555
	Iteration 52Q: 3 clusters Score -511911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -511912.250000 Penalty: 4409.643555
	Iteration 53Q: 3 clusters Score -511912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -511912.687500 Penalty: 4409.643555
	Iteration 54Q: 3 clusters Score -511912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -511915.625000 Penalty: 4409.643555
	Iteration 55Q: 3 clusters Score -511915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -511916.468750 Penalty: 4409.643555
	Iteration 56Q: 3 clusters Score -511916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -511917.718750 Penalty: 4409.643555
	Iteration 57Q: 3 clusters Score -511917.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -511917.750000 Penalty: 4409.643555
	Iteration 58Q: 3 clusters Score -511917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -511917.750000 Penalty: 4409.643555
	Iteration 59F: 3 clusters Score -511917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 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 625 members 
Entering Unmasked Estep 
Score: -106235.968750 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106236 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -106578.289062 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106578.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106727.578125 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -106727.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -106913.781250 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -106913.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -107077.210938 Penalty: 3516.264404
	Iteration 4F: 3 clusters Score -107077.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -107198.617188 Penalty: 3516.264404
	Iteration 5F: 3 clusters Score -107198.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107313.953125 Penalty: 3516.264404
	Iteration 6F: 3 clusters Score -107314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -107374.648438 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107374.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -107424.085938 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -107450.148438 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107450.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -107470.171875 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -107487.039062 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -107493.343750 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -107498.640625 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -107503.632812 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -107503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -107505.843750 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -107505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -107507.265625 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -107507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -107509.101562 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -107509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -107511.492188 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -107511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -107518.101562 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -107518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -107521.273438 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -107521.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -107524.351562 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -107524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -107525.953125 Penalty: 3516.264404
	Iteration 22Q: 3 clusters Score -107526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -107531.515625 Penalty: 3516.264404
	Iteration 23Q: 3 clusters Score -107531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -107539.828125 Penalty: 3516.264404
	Iteration 24Q: 3 clusters Score -107539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -107559.929688 Penalty: 3516.264404
	Iteration 25Q: 3 clusters Score -107559.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -107574.468750 Penalty: 3516.264404
	Iteration 26Q: 3 clusters Score -107574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -107581.140625 Penalty: 3516.264404
	Iteration 27Q: 3 clusters Score -107581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -107583.117188 Penalty: 3516.264404
	Iteration 28Q: 3 clusters Score -107583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -107585.546875 Penalty: 3516.264404
	Iteration 29Q: 3 clusters Score -107585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107586.695312 Penalty: 3516.264404
	Iteration 30Q: 3 clusters Score -107586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107586.695312 Penalty: 3516.264404
	Iteration 31F: 3 clusters Score -107586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -339907.000000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339907 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -340767.875000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -340767.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -340994.625000 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -340994.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -341171.125000 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -341171.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -341322.500000 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -341322.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -341474.718750 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -341474.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -341638.375000 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -341638.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -341775.687500 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -341775.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -341881.437500 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -341881.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -341959.968750 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -341960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -342016.562500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -342016.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342084.750000 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -342084.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -342165.625000 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -342165.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -342249.031250 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -342249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -342362.687500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -342362.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -342537.781250 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -342537.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -342800.187500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -342800.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -343076.843750 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -343076.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -343225.187500 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -343225.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -343283.093750 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -343283.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -343300.593750 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -343300.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -343309.031250 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -343309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -343312.125000 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -343312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -343314.375000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -343314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -343317.343750 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -343317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -343318.062500 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -343318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -343318.812500 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -343318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343320.031250 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -343320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -343322.812500 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -343322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -343323.843750 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -343323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343327.218750 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -343327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -343329.937500 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -343329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -343331.093750 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -343331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343331.468750 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -343331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343331.468750 Penalty: 4160.219727
	Iteration 34F: 3 clusters Score -343331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -398557.093750 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398557.1 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -399807.562500 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399807.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -400105.000000 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -400105 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -400333.656250 Penalty: 4244.648438
	Iteration 3F: 3 clusters Score -400333.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -400517.781250 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400517.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -400669.468750 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400669.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -400802.875000 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400802.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -400913.281250 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400913.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -401014.562500 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -401014.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -401098.687500 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -401098.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -401174.281250 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -401174.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -401248.375000 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -401248.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -401291.812500 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -401291.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -401322.375000 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -401322.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -401353.281250 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -401353.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -401377.968750 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -401378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -401393.062500 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -401393.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -401403.843750 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -401403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -401410.156250 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -401410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -401414.750000 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -401414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -401418.062500 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -401418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -401423.500000 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -401423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -401429.906250 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -401429.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -401432.625000 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -401432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -401436.125000 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -401436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -401439.718750 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -401439.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -401445.062500 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -401445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -401447.906250 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -401447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -401448.125000 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -401448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -401448.125000 Penalty: 4244.648438
	Iteration 29F: 3 clusters Score -401448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -122584.851562 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -122584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120470.820312 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -120470.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121080.195312 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -121080.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121267.343750 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -121267.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121359.898438 Penalty: 3597.721436
	Iteration 3F: 3 clusters Score -121359.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -121405.218750 Penalty: 3597.721436
	Iteration 4Q: 3 clusters Score -121405.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121442.578125 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -121442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121471.781250 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -121471.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121486.203125 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -121486.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121504.242188 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -121504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121517.179688 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -121517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121523.320312 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -121523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -121528.015625 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -121528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121531.796875 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -121531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121534.257812 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -121534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121539.343750 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -121539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121539.851562 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -121539.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121539.851562 Penalty: 3597.721436
	Iteration 16F: 3 clusters Score -121539.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61776.292969 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61776.29 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62115.605469 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -62115.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62296.964844 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62296.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62432.363281 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -62432.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62511.917969 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -62511.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62581.300781 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62634.472656 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62634.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62674.605469 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62674.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62710.542969 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62710.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62735.781250 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62735.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62745.242188 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62745.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62746.597656 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -62746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62746.597656 Penalty: 3318.041016
	Iteration 12F: 3 clusters Score -62746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75114.914062 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75114.91 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75402.617188 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75402.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75465.031250 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -75465.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75497.554688 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75497.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75510.515625 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75510.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75520.468750 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75520.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75533.726562 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75533.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75538.648438 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -75538.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75544.617188 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -75544.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75548.000000 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -75548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75554.289062 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -75554.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75559.476562 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -75559.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75561.804688 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -75561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75563.257812 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -75563.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75563.585938 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -75563.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75564.296875 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -75564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75564.296875 Penalty: 3423.261719
	Iteration 16F: 3 clusters Score -75564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -246156.156250 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -246156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -243060.718750 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -243060.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243726.437500 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -243726.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -243890.609375 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -243890.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -244009.765625 Penalty: 3933.203857
	Iteration 3Q: 3 clusters Score -244009.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -244095.312500 Penalty: 3933.203857
	Iteration 4Q: 3 clusters Score -244095.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -244176.390625 Penalty: 3933.203857
	Iteration 5Q: 3 clusters Score -244176.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -244242.453125 Penalty: 3933.203857
	Iteration 6Q: 3 clusters Score -244242.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -244310.000000 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -244310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -244365.421875 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -244365.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -244411.562500 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -244411.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -244455.187500 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -244455.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -244492.625000 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -244492.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -244534.953125 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -244535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -244583.109375 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -244583.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -244632.609375 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -244632.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -244689.875000 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -244689.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -244755.984375 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -244756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -244828.000000 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -244828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -244874.703125 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -244874.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -244922.125000 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -244922.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -244976.250000 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -244976.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -245040.734375 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -245040.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -245088.609375 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -245088.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245120.453125 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -245120.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245139.843750 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -245139.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245153.453125 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -245153.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245176.250000 Penalty: 3933.203857
	Iteration 26Q: 3 clusters Score -245176.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245192.250000 Penalty: 3933.203857
	Iteration 27Q: 3 clusters Score -245192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245199.046875 Penalty: 3933.203857
	Iteration 28Q: 3 clusters Score -245199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245202.812500 Penalty: 3933.203857
	Iteration 29Q: 3 clusters Score -245202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245204.078125 Penalty: 3933.203857
	Iteration 30Q: 3 clusters Score -245204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245204.828125 Penalty: 3933.203857
	Iteration 31Q: 3 clusters Score -245204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -245205.750000 Penalty: 3933.203857
	Iteration 32Q: 3 clusters Score -245205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -245205.750000 Penalty: 3933.203857
	Iteration 33F: 3 clusters Score -245205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 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 568 members 
Entering Unmasked Estep 
Score: -100013.421875 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -100013.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100442.187500 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100442.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100698.070312 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100698.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -100905.500000 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -100905.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -101049.265625 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -101049.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101176.687500 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -101176.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -101264.023438 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -101264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101340.750000 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -101340.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -101380.210938 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -101399.210938 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -101408.156250 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -101412.757812 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -101415.632812 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -101415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -101416.179688 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -101416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -101418.515625 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -101418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -101420.312500 Penalty: 3492.974121
	Iteration 15Q: 3 clusters Score -101420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -101421.304688 Penalty: 3492.974121
	Iteration 16Q: 3 clusters Score -101421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -101423.265625 Penalty: 3492.974121
	Iteration 17F: 3 clusters Score -101423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -101431.351562 Penalty: 3492.974121
	Iteration 18Q: 3 clusters Score -101431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -101441.187500 Penalty: 3492.974121
	Iteration 19Q: 3 clusters Score -101441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -101454.562500 Penalty: 3492.974121
	Iteration 20F: 3 clusters Score -101454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -101459.507812 Penalty: 3492.974121
	Iteration 21Q: 3 clusters Score -101459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -101464.617188 Penalty: 3492.974121
	Iteration 22Q: 3 clusters Score -101464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -101465.312500 Penalty: 3492.974121
	Iteration 23Q: 3 clusters Score -101465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -101465.312500 Penalty: 3492.974121
	Iteration 24F: 3 clusters Score -101465.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -211552.234375 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211552.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212230.828125 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212230.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212397.828125 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212397.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -212500.234375 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -212500.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -212559.781250 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212559.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -212596.062500 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212596.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -212616.078125 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212616.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -212633.375000 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -212646.500000 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -212655.218750 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212655.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -212662.750000 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -212668.593750 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -212673.937500 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -212677.781250 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -212683.250000 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -212686.500000 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -212689.687500 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -212693.671875 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -212697.093750 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -212700.140625 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -212700.796875 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -212702.468750 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -212704.109375 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -212705.109375 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -212705.421875 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -212705.421875 Penalty: 3956.901855
	Iteration 25F: 3 clusters Score -212705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (12935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Entering Unmasked Estep 
Score: -1459562.000000 Penalty: 2347.987793
	Iteration 0F: 2 clusters Score -1459562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1450004.750000 Penalty: 4695.975586
	Iteration 0F: 3 clusters Score -1450005 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1452895.500000 Penalty: 4695.975586
	Iteration 1F: 3 clusters Score -1452896 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1453185.375000 Penalty: 4695.975586
	Iteration 2F: 3 clusters Score -1453185 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1453391.500000 Penalty: 4695.975586
	Iteration 3Q: 3 clusters Score -1453392 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1453546.250000 Penalty: 4695.975586
	Iteration 4Q: 3 clusters Score -1453546 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1453694.000000 Penalty: 4695.975586
	Iteration 5Q: 3 clusters Score -1453694 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1453809.250000 Penalty: 4695.975586
	Iteration 6Q: 3 clusters Score -1453809 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1453905.375000 Penalty: 4695.975586
	Iteration 7Q: 3 clusters Score -1453905 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1454001.250000 Penalty: 4695.975586
	Iteration 8Q: 3 clusters Score -1454001 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1454114.875000 Penalty: 4695.975586
	Iteration 9Q: 3 clusters Score -1454115 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1454226.125000 Penalty: 4695.975586
	Iteration 10Q: 3 clusters Score -1454226 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1454340.250000 Penalty: 4695.975586
	Iteration 11Q: 3 clusters Score -1454340 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1454458.125000 Penalty: 4695.975586
	Iteration 12Q: 3 clusters Score -1454458 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1454591.500000 Penalty: 4695.975586
	Iteration 13Q: 3 clusters Score -1454592 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1454731.250000 Penalty: 4695.975586
	Iteration 14Q: 3 clusters Score -1454731 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1454872.500000 Penalty: 4695.975586
	Iteration 15Q: 3 clusters Score -1454872 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1455024.375000 Penalty: 4695.975586
	Iteration 16Q: 3 clusters Score -1455024 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1455183.125000 Penalty: 4695.975586
	Iteration 17Q: 3 clusters Score -1455183 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1455352.625000 Penalty: 4695.975586
	Iteration 18Q: 3 clusters Score -1455353 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1455541.625000 Penalty: 4695.975586
	Iteration 19Q: 3 clusters Score -1455542 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1455730.875000 Penalty: 4695.975586
	Iteration 20F: 3 clusters Score -1455731 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1455964.625000 Penalty: 4695.975586
	Iteration 21Q: 3 clusters Score -1455965 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1456218.125000 Penalty: 4695.975586
	Iteration 22Q: 3 clusters Score -1456218 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1456453.125000 Penalty: 4695.975586
	Iteration 23Q: 3 clusters Score -1456453 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1456670.125000 Penalty: 4695.975586
	Iteration 24Q: 3 clusters Score -1456670 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1456846.375000 Penalty: 4695.975586
	Iteration 25Q: 3 clusters Score -1456846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1456979.500000 Penalty: 4695.975586
	Iteration 26Q: 3 clusters Score -1456980 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1457095.500000 Penalty: 4695.975586
	Iteration 27Q: 3 clusters Score -1457096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1457190.750000 Penalty: 4695.975586
	Iteration 28Q: 3 clusters Score -1457191 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1457251.250000 Penalty: 4695.975586
	Iteration 29Q: 3 clusters Score -1457251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1457304.000000 Penalty: 4695.975586
	Iteration 30Q: 3 clusters Score -1457304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1457358.125000 Penalty: 4695.975586
	Iteration 31Q: 3 clusters Score -1457358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1457396.125000 Penalty: 4695.975586
	Iteration 32Q: 3 clusters Score -1457396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1457431.000000 Penalty: 4695.975586
	Iteration 33Q: 3 clusters Score -1457431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1457447.625000 Penalty: 4695.975586
	Iteration 34Q: 3 clusters Score -1457448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1457464.750000 Penalty: 4695.975586
	Iteration 35Q: 3 clusters Score -1457465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1457479.500000 Penalty: 4695.975586
	Iteration 36Q: 3 clusters Score -1457480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1457488.250000 Penalty: 4695.975586
	Iteration 37Q: 3 clusters Score -1457488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1457494.250000 Penalty: 4695.975586
	Iteration 38Q: 3 clusters Score -1457494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1457499.125000 Penalty: 4695.975586
	Iteration 39Q: 3 clusters Score -1457499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1457500.375000 Penalty: 4695.975586
	Iteration 40F: 3 clusters Score -1457500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1457502.500000 Penalty: 4695.975586
	Iteration 41Q: 3 clusters Score -1457502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1457506.250000 Penalty: 4695.975586
	Iteration 42Q: 3 clusters Score -1457506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1457508.000000 Penalty: 4695.975586
	Iteration 43Q: 3 clusters Score -1457508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1457506.625000 Penalty: 4695.975586
	Iteration 44Q: 3 clusters Score -1457507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1457506.625000 Penalty: 4695.975586
	Iteration 45F: 3 clusters Score -1457507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20057 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144490 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111841 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120942 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78211 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6611 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99238 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799104.000000 Penalty: 274824.687500
Iteration 399Q: 78 clusters Score -1.507991e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20056 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144487 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111838 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120938 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78209 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6611 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99247 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799056.000000 Penalty: 274824.687500
Iteration 400F: 78 clusters Score -1.507991e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20056 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144487 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111839 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120938 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78195 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6611 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99257 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799136.000000 Penalty: 274824.687500
Iteration 401Q: 78 clusters Score -1.507991e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20052 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144490 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111843 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120942 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78181 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6611 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99262 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799088.000000 Penalty: 274824.687500
Iteration 402Q: 78 clusters Score -1.507991e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20049 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144491 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111846 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120943 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78165 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6612 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99272 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150799072.000000 Penalty: 274824.687500
Iteration 403Q: 78 clusters Score -1.507991e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20048 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144491 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111848 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120942 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78154 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6613 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99278 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798992.000000 Penalty: 274824.687500
Iteration 404Q: 78 clusters Score -1.50799e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20045 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144486 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111842 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120943 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78152 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6613 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99284 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 405Q: 78 clusters Score -1.507989e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20041 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144482 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111844 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120947 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78139 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6614 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99286 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 406Q: 78 clusters Score -1.507989e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20038 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144480 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111842 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120948 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78135 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6616 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99286 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 407Q: 78 clusters Score -1.507989e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20033 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144482 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111840 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120945 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78132 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6617 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99289 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798864.000000 Penalty: 274824.687500
Iteration 408Q: 78 clusters Score -1.507989e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20034 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144485 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111828 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120940 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78125 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6618 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99304 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798816.000000 Penalty: 274824.687500
Iteration 409Q: 78 clusters Score -1.507988e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20033 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144482 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111823 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120938 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78124 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5585 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6619 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99313 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 410Q: 78 clusters Score -1.507989e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20028 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144479 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111822 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120939 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78118 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6619 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99325 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 12997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 411Q: 78 clusters Score -1.507989e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20027 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144477 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111818 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120931 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78116 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6621 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99336 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 412Q: 78 clusters Score -1.507989e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20027 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144474 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111817 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120929 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78110 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99347 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 413Q: 78 clusters Score -1.507989e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20027 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144476 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111820 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120929 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78098 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99355 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 414Q: 78 clusters Score -1.507989e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20026 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144477 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111819 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120927 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78096 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99358 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 415Q: 78 clusters Score -1.507989e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20026 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144479 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111818 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120921 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78093 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99360 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 416Q: 78 clusters Score -1.507989e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20025 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144481 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111816 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120921 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78089 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798848.000000 Penalty: 274824.687500
Iteration 417Q: 78 clusters Score -1.507988e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20025 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144480 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111817 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120921 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78083 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798832.000000 Penalty: 274824.687500
Iteration 418Q: 78 clusters Score -1.507988e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20026 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144479 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111816 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120921 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78079 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99360 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798848.000000 Penalty: 274824.687500
Iteration 419Q: 78 clusters Score -1.507988e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20025 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144477 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111812 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120922 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78074 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6623 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99360 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798832.000000 Penalty: 274824.687500
Iteration 420F: 78 clusters Score -1.507988e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20021 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144479 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111811 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120923 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78070 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6624 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99359 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798848.000000 Penalty: 274824.687500
Iteration 421Q: 78 clusters Score -1.507988e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20019 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144480 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111806 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120923 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78066 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6624 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798832.000000 Penalty: 274824.687500
Iteration 422Q: 78 clusters Score -1.507988e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144479 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111799 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120923 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78065 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6623 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99364 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1413 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 423Q: 78 clusters Score -1.507989e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20017 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144480 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111794 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120921 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78063 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6623 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99363 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 424Q: 78 clusters Score -1.507989e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20017 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144482 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120919 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78063 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798848.000000 Penalty: 274824.687500
Iteration 425Q: 78 clusters Score -1.507988e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144486 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111786 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120916 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78062 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99360 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798880.000000 Penalty: 274824.687500
Iteration 426Q: 78 clusters Score -1.507989e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16237 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144490 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111785 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120915 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78058 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 427Q: 78 clusters Score -1.507989e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20017 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144491 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111788 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120914 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78054 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6622 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99362 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 428Q: 78 clusters Score -1.507989e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16234 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144491 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111787 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120915 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78054 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5586 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6623 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 429Q: 78 clusters Score -1.507989e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144491 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120914 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78052 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6624 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798928.000000 Penalty: 274824.687500
Iteration 430Q: 78 clusters Score -1.507989e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144490 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111790 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120913 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78051 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 431Q: 78 clusters Score -1.507989e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144491 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111791 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120911 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78051 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 432Q: 78 clusters Score -1.507989e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111792 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120910 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78050 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798944.000000 Penalty: 274824.687500
Iteration 433Q: 78 clusters Score -1.507989e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111792 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120909 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78051 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 434Q: 78 clusters Score -1.507989e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111791 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120908 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78053 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 435Q: 78 clusters Score -1.507989e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144493 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120908 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78055 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99360 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 436Q: 78 clusters Score -1.507989e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111790 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120908 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78054 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 437Q: 78 clusters Score -1.507989e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144492 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120909 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78054 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798896.000000 Penalty: 274824.687500
Iteration 438Q: 78 clusters Score -1.507989e+08 nChanged 2
Entering ConstructFrom: 
Score: -150798896.000000 Penalty: 274824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -156684.296875 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156684.3 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -157211.718750 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157211.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -157417.546875 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157417.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -157540.375000 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -157540.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -157676.000000 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -157800.640625 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157800.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -157895.078125 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157895.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -157976.500000 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -157976.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -158045.828125 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -158045.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -158103.796875 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -158103.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -158145.687500 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -158145.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -158179.312500 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -158179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158201.500000 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -158201.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -158220.796875 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -158220.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -158243.937500 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -158243.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158262.843750 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -158262.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158276.062500 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -158276.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -158288.984375 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -158289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158302.906250 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -158302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -158311.062500 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -158311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -158316.218750 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -158316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -158318.656250 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -158318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158321.750000 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -158321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -158323.953125 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -158324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -158328.656250 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -158328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -158331.500000 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -158331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -158331.500000 Penalty: 3812.108887
	Iteration 26F: 3 clusters Score -158331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -595752.562500 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595752.6 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -597328.562500 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597328.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -597585.625000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597585.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -597762.437500 Penalty: 4438.434082
	Iteration 3Q: 3 clusters Score -597762.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -597893.500000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -597893.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -598005.187500 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -598005.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -598088.437500 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598088.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -598160.562500 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598160.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -598225.875000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598225.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -598300.125000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598300.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -598382.812500 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598382.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -598454.500000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -598454.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -598545.937500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -598545.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -598639.187500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -598639.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -598736.125000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -598736.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -598846.562500 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -598846.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -598967.125000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -598967.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -599071.937500 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -599071.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -599154.187500 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -599154.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -599248.062500 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -599248.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -599329.125000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -599329.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -599408.750000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -599408.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -599495.437500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -599495.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -599574.250000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -599574.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -599635.187500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -599635.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -599674.875000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -599674.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -599723.437500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -599723.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -599759.312500 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -599759.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -599789.250000 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -599789.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -599818.625000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -599818.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -599843.250000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -599843.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -599864.750000 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -599864.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -599885.312500 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -599885.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -599904.687500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -599904.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -599920.937500 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -599920.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -599939.812500 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -599939.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -599950.500000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -599950.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -599961.687500 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -599961.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -599971.750000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -599971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -599981.625000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -599981.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -599988.750000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -599988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -599992.750000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -599992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -599995.750000 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -599995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -599995.687500 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -599995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -599997.812500 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -599997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -599998.125000 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -599998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -600000.250000 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -600000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -600000.625000 Penalty: 4438.434082
	Iteration 47Q: 3 clusters Score -600000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -600000.062500 Penalty: 4438.434082
	Iteration 48Q: 3 clusters Score -600000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -600000.062500 Penalty: 4438.434082
	Iteration 49F: 3 clusters Score -600000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 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 681 members 
Entering Unmasked Estep 
Score: -81316.828125 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81316.83 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -81785.640625 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -81785.64 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -82069.218750 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -82069.22 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -82299.203125 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -82299.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82466.953125 Penalty: 3591.006592
	Iteration 4F: 3 clusters Score -82466.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -82613.187500 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -82613.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82710.406250 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -82710.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82763.007812 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -82763.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82808.421875 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -82808.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82832.984375 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -82832.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -82852.328125 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -82852.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82867.218750 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -82867.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82890.710938 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -82890.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82907.164062 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -82907.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82913.609375 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -82913.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82924.789062 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -82924.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82930.726562 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -82930.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82934.414062 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -82934.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82938.539062 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -82938.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82941.562500 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -82941.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -82942.554688 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -82942.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82942.695312 Penalty: 3591.006592
	Iteration 21Q: 3 clusters Score -82942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82943.835938 Penalty: 3591.006592
	Iteration 22Q: 3 clusters Score -82943.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82945.882812 Penalty: 3591.006592
	Iteration 23Q: 3 clusters Score -82945.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82947.648438 Penalty: 3591.006592
	Iteration 24Q: 3 clusters Score -82947.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82949.476562 Penalty: 3591.006592
	Iteration 25Q: 3 clusters Score -82949.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82949.476562 Penalty: 3591.006592
	Iteration 26F: 3 clusters Score -82949.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -446080.468750 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446080.5 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -447397.125000 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447397.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -447707.656250 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447707.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -447943.187500 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -447943.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -448135.093750 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -448135.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -448283.843750 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -448283.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -448445.093750 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -448445.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -448588.843750 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -448588.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -448716.906250 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -448716.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -448828.343750 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -448828.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -448931.718750 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -448931.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -449029.218750 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -449029.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -449133.281250 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -449133.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -449254.625000 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -449254.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -449398.750000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -449398.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -449567.437500 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -449567.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449769.687500 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -449769.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -449964.343750 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -449964.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -450180.718750 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -450180.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -450378.468750 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -450378.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -450526.968750 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -450527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -450619.906250 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -450619.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450665.843750 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -450665.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -450690.718750 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -450690.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -450703.843750 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -450703.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -450714.562500 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -450714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -450721.125000 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -450721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -450724.968750 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -450725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -450727.843750 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -450727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -450729.406250 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -450729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -450730.343750 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -450730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -450732.218750 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -450732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -450735.125000 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -450735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -450738.437500 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -450738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -450739.437500 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -450739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -450740.375000 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -450740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -450743.750000 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -450743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -450745.281250 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -450745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -450745.343750 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -450745.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -450747.093750 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -450747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -450750.531250 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -450750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -450752.281250 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -450752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -450756.687500 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -450756.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -450761.625000 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -450761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -450765.937500 Penalty: 4310.141602
	Iteration 44Q: 3 clusters Score -450765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -450767.281250 Penalty: 4310.141602
	Iteration 45Q: 3 clusters Score -450767.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -450766.875000 Penalty: 4310.141602
	Iteration 46Q: 3 clusters Score -450766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -450769.406250 Penalty: 4310.141602
	Iteration 47Q: 3 clusters Score -450769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -450770.687500 Penalty: 4310.141602
	Iteration 48Q: 3 clusters Score -450770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -450773.093750 Penalty: 4310.141602
	Iteration 49Q: 3 clusters Score -450773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -450778.250000 Penalty: 4310.141602
	Iteration 50Q: 3 clusters Score -450778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -450780.250000 Penalty: 4310.141602
	Iteration 51Q: 3 clusters Score -450780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -450782.656250 Penalty: 4310.141602
	Iteration 52Q: 3 clusters Score -450782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -450784.593750 Penalty: 4310.141602
	Iteration 53Q: 3 clusters Score -450784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -450788.062500 Penalty: 4310.141602
	Iteration 54Q: 3 clusters Score -450788.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -450790.968750 Penalty: 4310.141602
	Iteration 55Q: 3 clusters Score -450791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -450791.718750 Penalty: 4310.141602
	Iteration 56Q: 3 clusters Score -450791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -450793.750000 Penalty: 4310.141602
	Iteration 57Q: 3 clusters Score -450793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -450794.093750 Penalty: 4310.141602
	Iteration 58Q: 3 clusters Score -450794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -450797.437500 Penalty: 4310.141602
	Iteration 59Q: 3 clusters Score -450797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -450798.375000 Penalty: 4310.141602
	Iteration 60F: 3 clusters Score -450798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -450798.875000 Penalty: 4310.141602
	Iteration 61Q: 3 clusters Score -450798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -450800.343750 Penalty: 4310.141602
	Iteration 62Q: 3 clusters Score -450800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -450801.093750 Penalty: 4310.141602
	Iteration 63Q: 3 clusters Score -450801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -450800.937500 Penalty: 4310.141602
	Iteration 64Q: 3 clusters Score -450800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -450801.187500 Penalty: 4310.141602
	Iteration 65Q: 3 clusters Score -450801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -450802.000000 Penalty: 4310.141602
	Iteration 66Q: 3 clusters Score -450802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -450801.750000 Penalty: 4310.141602
	Iteration 67Q: 3 clusters Score -450801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -450802.468750 Penalty: 4310.141602
	Iteration 68Q: 3 clusters Score -450802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -450802.468750 Penalty: 4310.141602
	Iteration 69F: 3 clusters Score -450802.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 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 714 members 
Entering Unmasked Estep 
Score: -100141.921875 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100141.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -100504.593750 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100504.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100614.101562 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100614.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -100671.960938 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -100717.601562 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100752.945312 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -100767.867188 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100767.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100779.265625 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100784.914062 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100788.554688 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100793.679688 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -100796.515625 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100797.539062 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100799.031250 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -100799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -100800.414062 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -100800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100800.796875 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -100800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100800.796875 Penalty: 3588.151855
	Iteration 16F: 3 clusters Score -100800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54496.339844 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54496.34 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54763.515625 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54763.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54866.734375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -54866.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -54941.500000 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -54941.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -55006.832031 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55006.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -55062.425781 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55062.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55098.886719 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55098.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -55138.109375 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55138.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -55171.378906 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55171.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -55196.906250 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -55196.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -55233.449219 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -55233.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55269.726562 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -55269.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55313.148438 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -55313.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55359.570312 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -55359.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55417.273438 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -55417.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55488.015625 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -55488.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55523.062500 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -55523.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55541.031250 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -55541.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55547.078125 Penalty: 3356.602051
	Iteration 18Q: 3 clusters Score -55547.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55551.101562 Penalty: 3356.602051
	Iteration 19Q: 3 clusters Score -55551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55551.980469 Penalty: 3356.602051
	Iteration 20F: 3 clusters Score -55551.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 2975.046143
	Iteration 0F: 2 clusters Score -1.336454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -13255476.000000 Penalty: 5950.092285
	Iteration 0F: 3 clusters Score -1.325548e+07 nChanged 77593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -13300480.000000 Penalty: 5950.092285
	Iteration 1F: 3 clusters Score -1.330048e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -13301295.000000 Penalty: 5950.092285
	Iteration 2Q: 3 clusters Score -1.33013e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -13301962.000000 Penalty: 5950.092285
	Iteration 3Q: 3 clusters Score -1.330196e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -13302649.000000 Penalty: 5950.092285
	Iteration 4Q: 3 clusters Score -1.330265e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -13303433.000000 Penalty: 5950.092285
	Iteration 5Q: 3 clusters Score -1.330343e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -13304312.000000 Penalty: 5950.092285
	Iteration 6Q: 3 clusters Score -1.330431e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -13305717.000000 Penalty: 5950.092285
	Iteration 7Q: 3 clusters Score -1.330572e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -13307542.000000 Penalty: 5950.092285
	Iteration 8Q: 3 clusters Score -1.330754e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -13310668.000000 Penalty: 5950.092285
	Iteration 9Q: 3 clusters Score -1.331067e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -13315229.000000 Penalty: 5950.092285
	Iteration 10Q: 3 clusters Score -1.331523e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -13321113.000000 Penalty: 5950.092285
	Iteration 11F: 3 clusters Score -1.332111e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -13326935.000000 Penalty: 5950.092285
	Iteration 12F: 3 clusters Score -1.332694e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -13331672.000000 Penalty: 5950.092285
	Iteration 13F: 3 clusters Score -1.333167e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -13335060.000000 Penalty: 5950.092285
	Iteration 14Q: 3 clusters Score -1.333506e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -13337305.000000 Penalty: 5950.092285
	Iteration 15Q: 3 clusters Score -1.33373e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -13339124.000000 Penalty: 5950.092285
	Iteration 16Q: 3 clusters Score -1.333912e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 127266 members 
Entering Unmasked Estep 
Score: -13340784.000000 Penalty: 5950.092285
	Iteration 17Q: 3 clusters Score -1.334078e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -13342375.000000 Penalty: 5950.092285
	Iteration 18Q: 3 clusters Score -1.334238e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 134819 members 
Entering Unmasked Estep 
Score: -13344204.000000 Penalty: 5950.092285
	Iteration 19Q: 3 clusters Score -1.33442e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -13346234.000000 Penalty: 5950.092285
	Iteration 20F: 3 clusters Score -1.334623e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 142462 members 
Entering Unmasked Estep 
Score: -13348326.000000 Penalty: 5950.092285
	Iteration 21Q: 3 clusters Score -1.334833e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 146143 members 
Entering Unmasked Estep 
Score: -13350543.000000 Penalty: 5950.092285
	Iteration 22Q: 3 clusters Score -1.335054e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -13352929.000000 Penalty: 5950.092285
	Iteration 23Q: 3 clusters Score -1.335293e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -13355181.000000 Penalty: 5950.092285
	Iteration 24Q: 3 clusters Score -1.335518e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -13357059.000000 Penalty: 5950.092285
	Iteration 25Q: 3 clusters Score -1.335706e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -13358641.000000 Penalty: 5950.092285
	Iteration 26Q: 3 clusters Score -1.335864e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -13359802.000000 Penalty: 5950.092285
	Iteration 27Q: 3 clusters Score -1.33598e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 160031 members 
Entering Unmasked Estep 
Score: -13360660.000000 Penalty: 5950.092285
	Iteration 28Q: 3 clusters Score -1.336066e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -13361184.000000 Penalty: 5950.092285
	Iteration 29Q: 3 clusters Score -1.336118e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -13361479.000000 Penalty: 5950.092285
	Iteration 30Q: 3 clusters Score -1.336148e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -13361656.000000 Penalty: 5950.092285
	Iteration 31Q: 3 clusters Score -1.336166e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 161508 members 
Entering Unmasked Estep 
Score: -13361761.000000 Penalty: 5950.092285
	Iteration 32Q: 3 clusters Score -1.336176e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -13361827.000000 Penalty: 5950.092285
	Iteration 33Q: 3 clusters Score -1.336183e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -13361844.000000 Penalty: 5950.092285
	Iteration 34Q: 3 clusters Score -1.336184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -13361871.000000 Penalty: 5950.092285
	Iteration 35Q: 3 clusters Score -1.336187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 161639 members 
Entering Unmasked Estep 
Score: -13361875.000000 Penalty: 5950.092285
	Iteration 36Q: 3 clusters Score -1.336188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 161652 members 
Entering Unmasked Estep 
Score: -13361912.000000 Penalty: 5950.092285
	Iteration 37Q: 3 clusters Score -1.336191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -13361886.000000 Penalty: 5950.092285
	Iteration 38Q: 3 clusters Score -1.336189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -13361915.000000 Penalty: 5950.092285
	Iteration 39Q: 3 clusters Score -1.336192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 161676 members 
Entering Unmasked Estep 
Score: -13361915.000000 Penalty: 5950.092285
	Iteration 40F: 3 clusters Score -1.336192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161681 members 
Entering Unmasked Estep 
Score: -13361927.000000 Penalty: 5950.092285
	Iteration 41Q: 3 clusters Score -1.336193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -13361931.000000 Penalty: 5950.092285
	Iteration 42Q: 3 clusters Score -1.336193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -13361936.000000 Penalty: 5950.092285
	Iteration 43Q: 3 clusters Score -1.336194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -13361936.000000 Penalty: 5950.092285
	Iteration 44F: 3 clusters Score -1.336194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Entering Unmasked Estep 
Score: -1503648.375000 Penalty: 2404.310791
	Iteration 0F: 2 clusters Score -1503648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1492032.500000 Penalty: 4808.621582
	Iteration 0F: 3 clusters Score -1492032 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1496036.500000 Penalty: 4808.621582
	Iteration 1F: 3 clusters Score -1496036 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1496565.875000 Penalty: 4808.621582
	Iteration 2F: 3 clusters Score -1496566 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1497045.500000 Penalty: 4808.621582
	Iteration 3F: 3 clusters Score -1497046 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1497587.625000 Penalty: 4808.621582
	Iteration 4F: 3 clusters Score -1497588 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1498202.125000 Penalty: 4808.621582
	Iteration 5F: 3 clusters Score -1498202 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1498848.125000 Penalty: 4808.621582
	Iteration 6F: 3 clusters Score -1498848 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1499496.000000 Penalty: 4808.621582
	Iteration 7F: 3 clusters Score -1499496 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1500079.875000 Penalty: 4808.621582
	Iteration 8Q: 3 clusters Score -1500080 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1500584.000000 Penalty: 4808.621582
	Iteration 9Q: 3 clusters Score -1500584 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1500989.000000 Penalty: 4808.621582
	Iteration 10Q: 3 clusters Score -1500989 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1501222.000000 Penalty: 4808.621582
	Iteration 11Q: 3 clusters Score -1501222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1501352.375000 Penalty: 4808.621582
	Iteration 12Q: 3 clusters Score -1501352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1501429.250000 Penalty: 4808.621582
	Iteration 13Q: 3 clusters Score -1501429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1501469.875000 Penalty: 4808.621582
	Iteration 14Q: 3 clusters Score -1501470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1501502.875000 Penalty: 4808.621582
	Iteration 15Q: 3 clusters Score -1501503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1501531.875000 Penalty: 4808.621582
	Iteration 16Q: 3 clusters Score -1501532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1501556.250000 Penalty: 4808.621582
	Iteration 17Q: 3 clusters Score -1501556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1501575.000000 Penalty: 4808.621582
	Iteration 18Q: 3 clusters Score -1501575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1501588.000000 Penalty: 4808.621582
	Iteration 19Q: 3 clusters Score -1501588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1501593.750000 Penalty: 4808.621582
	Iteration 20F: 3 clusters Score -1501594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1501596.750000 Penalty: 4808.621582
	Iteration 21Q: 3 clusters Score -1501597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1501597.250000 Penalty: 4808.621582
	Iteration 22Q: 3 clusters Score -1501597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1501605.875000 Penalty: 4808.621582
	Iteration 23Q: 3 clusters Score -1501606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1501608.875000 Penalty: 4808.621582
	Iteration 24Q: 3 clusters Score -1501609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1501612.875000 Penalty: 4808.621582
	Iteration 25Q: 3 clusters Score -1501613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1501614.875000 Penalty: 4808.621582
	Iteration 26Q: 3 clusters Score -1501615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1501619.875000 Penalty: 4808.621582
	Iteration 27Q: 3 clusters Score -1501620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1501624.375000 Penalty: 4808.621582
	Iteration 28Q: 3 clusters Score -1501624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1501627.875000 Penalty: 4808.621582
	Iteration 29Q: 3 clusters Score -1501628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1501628.250000 Penalty: 4808.621582
	Iteration 30Q: 3 clusters Score -1501628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1501629.125000 Penalty: 4808.621582
	Iteration 31Q: 3 clusters Score -1501629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1501629.125000 Penalty: 4808.621582
	Iteration 32F: 3 clusters Score -1501629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 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 1921 members 
Entering Unmasked Estep 
Score: -240603.140625 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240603.1 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -241611.437500 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -241611.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -242035.531250 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -242035.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -242521.859375 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -242521.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -242915.062500 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -242915.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -243185.890625 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -243185.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -243422.968750 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -243423 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -243638.671875 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -243638.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243816.796875 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243816.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -243906.718750 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243906.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -243964.921875 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243964.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -244011.171875 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -244011.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244051.625000 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -244051.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -244083.578125 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -244083.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -244106.109375 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -244106.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244120.578125 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -244120.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -244138.875000 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -244138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -244148.875000 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -244148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -244157.015625 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -244157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244160.687500 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -244160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244162.671875 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -244162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244163.203125 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -244163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -244164.250000 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -244164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -244165.093750 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -244165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -244166.046875 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -244166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -244166.281250 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -244166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -244166.125000 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -244166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -244167.406250 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -244167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244168.531250 Penalty: 4098.868652
	Iteration 28Q: 3 clusters Score -244168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -244169.921875 Penalty: 4098.868652
	Iteration 29Q: 3 clusters Score -244169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -244170.796875 Penalty: 4098.868652
	Iteration 30Q: 3 clusters Score -244170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -244171.296875 Penalty: 4098.868652
	Iteration 31Q: 3 clusters Score -244171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -244172.000000 Penalty: 4098.868652
	Iteration 32Q: 3 clusters Score -244172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -244172.843750 Penalty: 4098.868652
	Iteration 33Q: 3 clusters Score -244172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -244172.843750 Penalty: 4098.868652
	Iteration 34F: 3 clusters Score -244172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -241760.640625 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241760.6 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -242466.734375 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242466.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -242606.312500 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242606.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -242688.062500 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242688.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -242733.406250 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242733.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -242758.718750 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242758.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -242774.234375 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242774.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -242781.468750 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242781.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -242788.734375 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242788.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -242795.093750 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242795.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -242801.187500 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -242809.093750 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242809.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -242816.421875 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -242816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -242823.953125 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -242824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -242831.546875 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -242831.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -242837.218750 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -242837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -242840.437500 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -242840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -242842.781250 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -242842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -242843.375000 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -242843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -242844.609375 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -242844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -242845.328125 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -242845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -539343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -534399.375000 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -534399.4 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -535668.750000 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -535668.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -535881.812500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -535881.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -536008.125000 Penalty: 4286.024902
	Iteration 3Q: 3 clusters Score -536008.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -536099.187500 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -536099.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -536171.125000 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -536171.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -536239.500000 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -536239.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -536293.750000 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -536293.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -536340.187500 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -536340.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -536381.125000 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -536381.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -536438.687500 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -536438.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -536484.250000 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -536484.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -536530.500000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -536530.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -536576.312500 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -536576.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -536625.312500 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -536625.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -536687.812500 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -536687.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -536741.500000 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -536741.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -536799.375000 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -536799.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -536853.375000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -536853.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -536919.687500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -536919.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -536989.000000 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -536989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -537058.812500 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -537058.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -537123.437500 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -537123.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -537183.750000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -537183.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -537237.500000 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -537237.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -537291.687500 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -537291.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -537345.875000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -537345.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -537390.187500 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -537390.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -537430.125000 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -537430.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -537472.562500 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -537472.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -537512.875000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -537512.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -537538.937500 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -537538.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -537555.750000 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -537555.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -537568.812500 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -537568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -537579.500000 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -537579.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -537587.250000 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -537587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -537595.625000 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -537595.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -537603.500000 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -537603.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -537608.750000 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -537608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -537609.812500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -537609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -537609.937500 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -537609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -537609.625000 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -537609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -537609.625000 Penalty: 4286.024902
	Iteration 42F: 3 clusters Score -537609.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1020936.187500 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020936 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1023786.812500 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023787 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1024156.937500 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024157 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1024499.375000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1024499 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1024867.500000 Penalty: 4684.493164
	Iteration 4F: 3 clusters Score -1024868 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1025242.875000 Penalty: 4684.493164
	Iteration 5F: 3 clusters Score -1025243 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1025599.125000 Penalty: 4684.493164
	Iteration 6F: 3 clusters Score -1025599 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1025941.437500 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1025941 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1026299.562500 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1026300 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1026623.062500 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1026623 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1026891.750000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1026892 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1027087.812500 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1027088 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1027249.687500 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1027250 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1027384.750000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1027385 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1027542.937500 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1027543 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1027690.625000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1027691 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1027828.875000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1027829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1027938.937500 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1027939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1028014.250000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1028014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1028064.375000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1028064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1028103.750000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1028104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1028136.000000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1028136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1028161.500000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1028162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1028183.437500 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1028183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1028209.625000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1028210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1028224.562500 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1028225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1028234.437500 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1028234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1028240.125000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1028240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1028247.750000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1028248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1028255.750000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1028256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1028261.125000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1028261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1028264.000000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1028264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1028265.562500 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1028266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1028265.562500 Penalty: 4684.493164
	Iteration 33F: 3 clusters Score -1028266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Entering Unmasked Estep 
Score: -1905917.125000 Penalty: 2456.288086
	Iteration 0F: 2 clusters Score -1905917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1891981.750000 Penalty: 4912.576172
	Iteration 0F: 3 clusters Score -1891982 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1896830.125000 Penalty: 4912.576172
	Iteration 1F: 3 clusters Score -1896830 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1897340.000000 Penalty: 4912.576172
	Iteration 2F: 3 clusters Score -1897340 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1897735.375000 Penalty: 4912.576172
	Iteration 3Q: 3 clusters Score -1897735 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1898083.250000 Penalty: 4912.576172
	Iteration 4Q: 3 clusters Score -1898083 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1898437.125000 Penalty: 4912.576172
	Iteration 5Q: 3 clusters Score -1898437 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1898793.875000 Penalty: 4912.576172
	Iteration 6Q: 3 clusters Score -1898794 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1899193.500000 Penalty: 4912.576172
	Iteration 7Q: 3 clusters Score -1899194 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1899616.000000 Penalty: 4912.576172
	Iteration 8Q: 3 clusters Score -1899616 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1900129.125000 Penalty: 4912.576172
	Iteration 9Q: 3 clusters Score -1900129 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1900694.625000 Penalty: 4912.576172
	Iteration 10Q: 3 clusters Score -1900695 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1901247.750000 Penalty: 4912.576172
	Iteration 11Q: 3 clusters Score -1901248 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1901739.250000 Penalty: 4912.576172
	Iteration 12Q: 3 clusters Score -1901739 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1902116.750000 Penalty: 4912.576172
	Iteration 13Q: 3 clusters Score -1902117 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1902412.125000 Penalty: 4912.576172
	Iteration 14Q: 3 clusters Score -1902412 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1902693.000000 Penalty: 4912.576172
	Iteration 15Q: 3 clusters Score -1902693 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1902944.875000 Penalty: 4912.576172
	Iteration 16Q: 3 clusters Score -1902945 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1903146.375000 Penalty: 4912.576172
	Iteration 17Q: 3 clusters Score -1903146 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1903309.250000 Penalty: 4912.576172
	Iteration 18Q: 3 clusters Score -1903309 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1903441.625000 Penalty: 4912.576172
	Iteration 19Q: 3 clusters Score -1903442 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1903558.750000 Penalty: 4912.576172
	Iteration 20F: 3 clusters Score -1903559 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1903650.125000 Penalty: 4912.576172
	Iteration 21Q: 3 clusters Score -1903650 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1903726.875000 Penalty: 4912.576172
	Iteration 22Q: 3 clusters Score -1903727 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1903804.875000 Penalty: 4912.576172
	Iteration 23Q: 3 clusters Score -1903805 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1903898.750000 Penalty: 4912.576172
	Iteration 24Q: 3 clusters Score -1903899 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1903990.000000 Penalty: 4912.576172
	Iteration 25Q: 3 clusters Score -1903990 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1904055.625000 Penalty: 4912.576172
	Iteration 26Q: 3 clusters Score -1904056 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1904137.625000 Penalty: 4912.576172
	Iteration 27Q: 3 clusters Score -1904138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1904218.500000 Penalty: 4912.576172
	Iteration 28Q: 3 clusters Score -1904218 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1904294.625000 Penalty: 4912.576172
	Iteration 29Q: 3 clusters Score -1904295 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1904364.250000 Penalty: 4912.576172
	Iteration 30Q: 3 clusters Score -1904364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1904434.750000 Penalty: 4912.576172
	Iteration 31Q: 3 clusters Score -1904435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1904492.250000 Penalty: 4912.576172
	Iteration 32Q: 3 clusters Score -1904492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1904542.125000 Penalty: 4912.576172
	Iteration 33Q: 3 clusters Score -1904542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1904583.625000 Penalty: 4912.576172
	Iteration 34Q: 3 clusters Score -1904584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1904617.250000 Penalty: 4912.576172
	Iteration 35Q: 3 clusters Score -1904617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1904638.750000 Penalty: 4912.576172
	Iteration 36Q: 3 clusters Score -1904639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1904652.250000 Penalty: 4912.576172
	Iteration 37Q: 3 clusters Score -1904652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1904673.125000 Penalty: 4912.576172
	Iteration 38Q: 3 clusters Score -1904673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1904681.750000 Penalty: 4912.576172
	Iteration 39Q: 3 clusters Score -1904682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1904686.500000 Penalty: 4912.576172
	Iteration 40F: 3 clusters Score -1904686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1904696.250000 Penalty: 4912.576172
	Iteration 41Q: 3 clusters Score -1904696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1904697.375000 Penalty: 4912.576172
	Iteration 42Q: 3 clusters Score -1904697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1904699.375000 Penalty: 4912.576172
	Iteration 43Q: 3 clusters Score -1904699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1904703.000000 Penalty: 4912.576172
	Iteration 44Q: 3 clusters Score -1904703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1904710.250000 Penalty: 4912.576172
	Iteration 45Q: 3 clusters Score -1904710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1904711.125000 Penalty: 4912.576172
	Iteration 46Q: 3 clusters Score -1904711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1904713.375000 Penalty: 4912.576172
	Iteration 47Q: 3 clusters Score -1904713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1904713.375000 Penalty: 4912.576172
	Iteration 48F: 3 clusters Score -1904713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Entering Unmasked Estep 
Score: -3561032.500000 Penalty: 2650.404541
	Iteration 0F: 2 clusters Score -3561032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3531591.750000 Penalty: 5300.809082
	Iteration 0F: 3 clusters Score -3531592 nChanged 20048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3542643.750000 Penalty: 5300.809082
	Iteration 1F: 3 clusters Score -3542644 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3543171.000000 Penalty: 5300.809082
	Iteration 2Q: 3 clusters Score -3543171 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3543694.500000 Penalty: 5300.809082
	Iteration 3Q: 3 clusters Score -3543694 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3544279.750000 Penalty: 5300.809082
	Iteration 4Q: 3 clusters Score -3544280 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3545022.750000 Penalty: 5300.809082
	Iteration 5Q: 3 clusters Score -3545023 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3546051.250000 Penalty: 5300.809082
	Iteration 6Q: 3 clusters Score -3546051 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3547620.000000 Penalty: 5300.809082
	Iteration 7F: 3 clusters Score -3547620 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -3549725.250000 Penalty: 5300.809082
	Iteration 8F: 3 clusters Score -3549725 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3552088.750000 Penalty: 5300.809082
	Iteration 9F: 3 clusters Score -3552089 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -3554114.750000 Penalty: 5300.809082
	Iteration 10F: 3 clusters Score -3554115 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -3555525.250000 Penalty: 5300.809082
	Iteration 11Q: 3 clusters Score -3555525 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -3556348.750000 Penalty: 5300.809082
	Iteration 12Q: 3 clusters Score -3556349 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -3556820.250000 Penalty: 5300.809082
	Iteration 13Q: 3 clusters Score -3556820 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -3557151.750000 Penalty: 5300.809082
	Iteration 14Q: 3 clusters Score -3557152 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -3557374.000000 Penalty: 5300.809082
	Iteration 15Q: 3 clusters Score -3557374 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -3557588.000000 Penalty: 5300.809082
	Iteration 16Q: 3 clusters Score -3557588 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -3557766.250000 Penalty: 5300.809082
	Iteration 17Q: 3 clusters Score -3557766 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -3557946.500000 Penalty: 5300.809082
	Iteration 18Q: 3 clusters Score -3557946 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -3558070.750000 Penalty: 5300.809082
	Iteration 19Q: 3 clusters Score -3558071 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -3558169.250000 Penalty: 5300.809082
	Iteration 20F: 3 clusters Score -3558169 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -3558270.250000 Penalty: 5300.809082
	Iteration 21Q: 3 clusters Score -3558270 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -3558344.500000 Penalty: 5300.809082
	Iteration 22Q: 3 clusters Score -3558344 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -3558408.000000 Penalty: 5300.809082
	Iteration 23Q: 3 clusters Score -3558408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -3558468.000000 Penalty: 5300.809082
	Iteration 24Q: 3 clusters Score -3558468 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -3558521.250000 Penalty: 5300.809082
	Iteration 25Q: 3 clusters Score -3558521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -3558556.750000 Penalty: 5300.809082
	Iteration 26Q: 3 clusters Score -3558557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -3558602.500000 Penalty: 5300.809082
	Iteration 27Q: 3 clusters Score -3558602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -3558637.500000 Penalty: 5300.809082
	Iteration 28Q: 3 clusters Score -3558638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -3558658.000000 Penalty: 5300.809082
	Iteration 29Q: 3 clusters Score -3558658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -3558679.500000 Penalty: 5300.809082
	Iteration 30Q: 3 clusters Score -3558680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -3558697.750000 Penalty: 5300.809082
	Iteration 31Q: 3 clusters Score -3558698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -3558707.500000 Penalty: 5300.809082
	Iteration 32Q: 3 clusters Score -3558708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -3558720.250000 Penalty: 5300.809082
	Iteration 33Q: 3 clusters Score -3558720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -3558721.000000 Penalty: 5300.809082
	Iteration 34Q: 3 clusters Score -3558721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -3558726.000000 Penalty: 5300.809082
	Iteration 35Q: 3 clusters Score -3558726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -3558734.000000 Penalty: 5300.809082
	Iteration 36Q: 3 clusters Score -3558734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -3558735.500000 Penalty: 5300.809082
	Iteration 37Q: 3 clusters Score -3558736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -3558744.500000 Penalty: 5300.809082
	Iteration 38Q: 3 clusters Score -3558744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -3558749.500000 Penalty: 5300.809082
	Iteration 39Q: 3 clusters Score -3558750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -3558755.750000 Penalty: 5300.809082
	Iteration 40F: 3 clusters Score -3558756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -3558765.250000 Penalty: 5300.809082
	Iteration 41Q: 3 clusters Score -3558765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -3558768.500000 Penalty: 5300.809082
	Iteration 42Q: 3 clusters Score -3558768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -3558771.500000 Penalty: 5300.809082
	Iteration 43Q: 3 clusters Score -3558772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -3558772.250000 Penalty: 5300.809082
	Iteration 44Q: 3 clusters Score -3558772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -3558779.500000 Penalty: 5300.809082
	Iteration 45Q: 3 clusters Score -3558780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -3558779.500000 Penalty: 5300.809082
	Iteration 46Q: 3 clusters Score -3558780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -3558784.250000 Penalty: 5300.809082
	Iteration 47Q: 3 clusters Score -3558784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -3558782.250000 Penalty: 5300.809082
	Iteration 48Q: 3 clusters Score -3558782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -3558785.750000 Penalty: 5300.809082
	Iteration 49Q: 3 clusters Score -3558786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -3558785.750000 Penalty: 5300.809082
	Iteration 50F: 3 clusters Score -3558786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Entering Unmasked Estep 
Score: -14207227.000000 Penalty: 2946.484619
	Iteration 0F: 2 clusters Score -1.420723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -14119242.000000 Penalty: 5892.969238
	Iteration 0F: 3 clusters Score -1.411924e+07 nChanged 69084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -14160322.000000 Penalty: 5892.969238
	Iteration 1F: 3 clusters Score -1.416032e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -14161990.000000 Penalty: 5892.969238
	Iteration 2Q: 3 clusters Score -1.416199e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -14164349.000000 Penalty: 5892.969238
	Iteration 3Q: 3 clusters Score -1.416435e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -14167516.000000 Penalty: 5892.969238
	Iteration 4Q: 3 clusters Score -1.416752e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -14171360.000000 Penalty: 5892.969238
	Iteration 5F: 3 clusters Score -1.417136e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -14176183.000000 Penalty: 5892.969238
	Iteration 6F: 3 clusters Score -1.417618e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -14181108.000000 Penalty: 5892.969238
	Iteration 7F: 3 clusters Score -1.418111e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -14185598.000000 Penalty: 5892.969238
	Iteration 8F: 3 clusters Score -1.41856e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -14189805.000000 Penalty: 5892.969238
	Iteration 9Q: 3 clusters Score -1.41898e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114932 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -14193904.000000 Penalty: 5892.969238
	Iteration 10Q: 3 clusters Score -1.41939e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120916 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -14197800.000000 Penalty: 5892.969238
	Iteration 11Q: 3 clusters Score -1.41978e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -14201241.000000 Penalty: 5892.969238
	Iteration 12Q: 3 clusters Score -1.420124e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131089 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -14203068.000000 Penalty: 5892.969238
	Iteration 13Q: 3 clusters Score -1.420307e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -14204392.000000 Penalty: 5892.969238
	Iteration 14Q: 3 clusters Score -1.420439e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138086 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -14205098.000000 Penalty: 5892.969238
	Iteration 15Q: 3 clusters Score -1.42051e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -14205360.000000 Penalty: 5892.969238
	Iteration 16Q: 3 clusters Score -1.420536e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141599 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14205393.000000 Penalty: 5892.969238
	Iteration 17Q: 3 clusters Score -1.420539e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -14205376.000000 Penalty: 5892.969238
	Iteration 18Q: 3 clusters Score -1.420538e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14205400.000000 Penalty: 5892.969238
	Iteration 19Q: 3 clusters Score -1.42054e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143278 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14205364.000000 Penalty: 5892.969238
	Iteration 20F: 3 clusters Score -1.420536e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143448 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14205391.000000 Penalty: 5892.969238
	Iteration 21Q: 3 clusters Score -1.420539e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14205382.000000 Penalty: 5892.969238
	Iteration 22Q: 3 clusters Score -1.420538e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14205359.000000 Penalty: 5892.969238
	Iteration 23Q: 3 clusters Score -1.420536e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14205366.000000 Penalty: 5892.969238
	Iteration 24Q: 3 clusters Score -1.420537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14205375.000000 Penalty: 5892.969238
	Iteration 25Q: 3 clusters Score -1.420538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143723 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14205389.000000 Penalty: 5892.969238
	Iteration 26Q: 3 clusters Score -1.420539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14205371.000000 Penalty: 5892.969238
	Iteration 27Q: 3 clusters Score -1.420537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143764 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14205376.000000 Penalty: 5892.969238
	Iteration 28Q: 3 clusters Score -1.420538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14205367.000000 Penalty: 5892.969238
	Iteration 29Q: 3 clusters Score -1.420537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143786 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14205389.000000 Penalty: 5892.969238
	Iteration 30Q: 3 clusters Score -1.420539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143799 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14205378.000000 Penalty: 5892.969238
	Iteration 31Q: 3 clusters Score -1.420538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143812 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14205412.000000 Penalty: 5892.969238
	Iteration 32Q: 3 clusters Score -1.420541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14205398.000000 Penalty: 5892.969238
	Iteration 33Q: 3 clusters Score -1.42054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143825 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14205404.000000 Penalty: 5892.969238
	Iteration 34Q: 3 clusters Score -1.42054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143831 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14205408.000000 Penalty: 5892.969238
	Iteration 35Q: 3 clusters Score -1.420541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14205404.000000 Penalty: 5892.969238
	Iteration 36Q: 3 clusters Score -1.42054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14205391.000000 Penalty: 5892.969238
	Iteration 37Q: 3 clusters Score -1.420539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14205399.000000 Penalty: 5892.969238
	Iteration 38Q: 3 clusters Score -1.42054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14205392.000000 Penalty: 5892.969238
	Iteration 39Q: 3 clusters Score -1.420539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14205392.000000 Penalty: 5892.969238
	Iteration 40F: 3 clusters Score -1.420539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -894603.000000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894603 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -897818.250000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897818.2 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -898847.875000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -898847.9 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -899912.187500 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -899912.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -900835.562500 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -900835.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -901504.125000 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -901504.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -901928.000000 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -901928 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -902160.375000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -902160.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -902280.812500 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -902280.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -902361.125000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -902361.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -902421.437500 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -902421.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -902470.500000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -902470.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -902503.125000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -902503.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -902533.562500 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -902533.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -902559.062500 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -902559.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -902578.687500 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902578.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -902594.437500 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902594.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -902608.437500 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902608.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -902617.250000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902617.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -902627.687500 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902627.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -902636.250000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902636.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -902644.000000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -902648.875000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -902661.187500 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -902661.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -902668.937500 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -902668.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -902675.062500 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -902675.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -902683.312500 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -902683.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -902693.062500 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -902693.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -902694.250000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -902694.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -902699.125000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -902699.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -902703.687500 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -902703.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -902709.437500 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -902709.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -902713.500000 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -902713.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -902712.625000 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -902712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -902714.437500 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -902714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -902716.375000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -902716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -902716.500000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -902716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -902718.437500 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -902718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -902719.000000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -902719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -902720.937500 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -902720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -902721.000000 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -902721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -902721.875000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -902721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -902721.125000 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -902721.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -902721.125000 Penalty: 4640.746094
	Iteration 43F: 3 clusters Score -902721.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -112831.648438 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -112831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110675.828125 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -110675.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111028.796875 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -111028.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111123.445312 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -111123.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111161.984375 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -111162 nChanged 26
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: -111188.843750 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -111188.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -111208.132812 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -111208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111216.828125 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -111216.8 nChanged 9
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: -111225.539062 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -111225.5 nChanged 6
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: -111231.328125 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -111231.3 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: -111237.625000 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -111237.6 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: -111239.617188 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -111239.6 nChanged 6
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: -111249.375000 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -111249.4 nChanged 4
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: -111251.187500 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -111251.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111254.570312 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -111254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111254.570312 Penalty: 3569.184814
	Iteration 14F: 3 clusters Score -111254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -13816928.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.381693e+07 nChanged 81253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -13864668.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386467e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -13865875.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.386588e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -13867376.000000 Penalty: 5973.030762
	Iteration 3Q: 3 clusters Score -1.386738e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -13869819.000000 Penalty: 5973.030762
	Iteration 4Q: 3 clusters Score -1.386982e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -13873157.000000 Penalty: 5973.030762
	Iteration 5Q: 3 clusters Score -1.387316e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -13878272.000000 Penalty: 5973.030762
	Iteration 6F: 3 clusters Score -1.387827e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 117342 members 
Entering Unmasked Estep 
Score: -13885803.000000 Penalty: 5973.030762
	Iteration 7F: 3 clusters Score -1.38858e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 128636 members 
Entering Unmasked Estep 
Score: -13895416.000000 Penalty: 5973.030762
	Iteration 8F: 3 clusters Score -1.389542e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 139675 members 
Entering Unmasked Estep 
Score: -13906000.000000 Penalty: 5973.030762
	Iteration 9F: 3 clusters Score -1.3906e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -13915350.000000 Penalty: 5973.030762
	Iteration 10F: 3 clusters Score -1.391535e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -13920542.000000 Penalty: 5973.030762
	Iteration 11Q: 3 clusters Score -1.392054e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -13922949.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.392295e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -13924209.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.392421e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -13924955.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.392496e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 160179 members 
Entering Unmasked Estep 
Score: -13925364.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.392536e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -13925775.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.392578e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 161950 members 
Entering Unmasked Estep 
Score: -13926072.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.392607e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -13926325.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.392632e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 163306 members 
Entering Unmasked Estep 
Score: -13926568.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.392657e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -13926803.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.39268e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 164427 members 
Entering Unmasked Estep 
Score: -13927015.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.392702e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 164879 members 
Entering Unmasked Estep 
Score: -13927179.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.392718e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -13927372.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.392737e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -13927470.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392747e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -13927558.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.392756e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -13927666.000000 Penalty: 5973.030762
	Iteration 26Q: 3 clusters Score -1.392767e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -13927741.000000 Penalty: 5973.030762
	Iteration 27Q: 3 clusters Score -1.392774e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 166520 members 
Entering Unmasked Estep 
Score: -13927822.000000 Penalty: 5973.030762
	Iteration 28Q: 3 clusters Score -1.392782e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -13927867.000000 Penalty: 5973.030762
	Iteration 29Q: 3 clusters Score -1.392787e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -13927887.000000 Penalty: 5973.030762
	Iteration 30Q: 3 clusters Score -1.392789e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 166984 members 
Entering Unmasked Estep 
Score: -13927929.000000 Penalty: 5973.030762
	Iteration 31Q: 3 clusters Score -1.392793e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 167085 members 
Entering Unmasked Estep 
Score: -13927968.000000 Penalty: 5973.030762
	Iteration 32Q: 3 clusters Score -1.392797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 167161 members 
Entering Unmasked Estep 
Score: -13928003.000000 Penalty: 5973.030762
	Iteration 33Q: 3 clusters Score -1.3928e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -13928071.000000 Penalty: 5973.030762
	Iteration 34Q: 3 clusters Score -1.392807e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -13928112.000000 Penalty: 5973.030762
	Iteration 35Q: 3 clusters Score -1.392811e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -13928117.000000 Penalty: 5973.030762
	Iteration 36Q: 3 clusters Score -1.392812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 167366 members 
Entering Unmasked Estep 
Score: -13928107.000000 Penalty: 5973.030762
	Iteration 37Q: 3 clusters Score -1.392811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -13928116.000000 Penalty: 5973.030762
	Iteration 38Q: 3 clusters Score -1.392812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -13928114.000000 Penalty: 5973.030762
	Iteration 39Q: 3 clusters Score -1.392811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -13928114.000000 Penalty: 5973.030762
	Iteration 40F: 3 clusters Score -1.392811e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 167513 members 
Entering Unmasked Estep 
Score: -13928126.000000 Penalty: 5973.030762
	Iteration 41Q: 3 clusters Score -1.392813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -13928107.000000 Penalty: 5973.030762
	Iteration 42Q: 3 clusters Score -1.392811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -13928127.000000 Penalty: 5973.030762
	Iteration 43Q: 3 clusters Score -1.392813e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 167591 members 
Entering Unmasked Estep 
Score: -13928140.000000 Penalty: 5973.030762
	Iteration 44Q: 3 clusters Score -1.392814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -13928154.000000 Penalty: 5973.030762
	Iteration 45Q: 3 clusters Score -1.392815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 167630 members 
Entering Unmasked Estep 
Score: -13928162.000000 Penalty: 5973.030762
	Iteration 46Q: 3 clusters Score -1.392816e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -13928129.000000 Penalty: 5973.030762
	Iteration 47Q: 3 clusters Score -1.392813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -13928143.000000 Penalty: 5973.030762
	Iteration 48Q: 3 clusters Score -1.392814e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -13928160.000000 Penalty: 5973.030762
	Iteration 49Q: 3 clusters Score -1.392816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -13928175.000000 Penalty: 5973.030762
	Iteration 50Q: 3 clusters Score -1.392818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 167767 members 
Entering Unmasked Estep 
Score: -13928177.000000 Penalty: 5973.030762
	Iteration 51Q: 3 clusters Score -1.392818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 167788 members 
Entering Unmasked Estep 
Score: -13928177.000000 Penalty: 5973.030762
	Iteration 52Q: 3 clusters Score -1.392818e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 167808 members 
Entering Unmasked Estep 
Score: -13928202.000000 Penalty: 5973.030762
	Iteration 53Q: 3 clusters Score -1.39282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 167824 members 
Entering Unmasked Estep 
Score: -13928213.000000 Penalty: 5973.030762
	Iteration 54Q: 3 clusters Score -1.392821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -13928221.000000 Penalty: 5973.030762
	Iteration 55Q: 3 clusters Score -1.392822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -13928228.000000 Penalty: 5973.030762
	Iteration 56Q: 3 clusters Score -1.392823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 167864 members 
Entering Unmasked Estep 
Score: -13928243.000000 Penalty: 5973.030762
	Iteration 57Q: 3 clusters Score -1.392824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 167872 members 
Entering Unmasked Estep 
Score: -13928232.000000 Penalty: 5973.030762
	Iteration 58Q: 3 clusters Score -1.392823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 167879 members 
Entering Unmasked Estep 
Score: -13928238.000000 Penalty: 5973.030762
	Iteration 59Q: 3 clusters Score -1.392824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -13928255.000000 Penalty: 5973.030762
	Iteration 60F: 3 clusters Score -1.392826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 167897 members 
Entering Unmasked Estep 
Score: -13928262.000000 Penalty: 5973.030762
	Iteration 61Q: 3 clusters Score -1.392826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -13928261.000000 Penalty: 5973.030762
	Iteration 62Q: 3 clusters Score -1.392826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 167910 members 
Entering Unmasked Estep 
Score: -13928261.000000 Penalty: 5973.030762
	Iteration 63Q: 3 clusters Score -1.392826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -13928256.000000 Penalty: 5973.030762
	Iteration 64Q: 3 clusters Score -1.392826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 167917 members 
Entering Unmasked Estep 
Score: -13928263.000000 Penalty: 5973.030762
	Iteration 65Q: 3 clusters Score -1.392826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 167920 members 
Entering Unmasked Estep 
Score: -13928267.000000 Penalty: 5973.030762
	Iteration 66Q: 3 clusters Score -1.392827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -13928265.000000 Penalty: 5973.030762
	Iteration 67Q: 3 clusters Score -1.392826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -13928267.000000 Penalty: 5973.030762
	Iteration 68Q: 3 clusters Score -1.392827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 167928 members 
Entering Unmasked Estep 
Score: -13928265.000000 Penalty: 5973.030762
	Iteration 69Q: 3 clusters Score -1.392826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 167929 members 
Entering Unmasked Estep 
Score: -13928266.000000 Penalty: 5973.030762
	Iteration 70Q: 3 clusters Score -1.392827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 167930 members 
Entering Unmasked Estep 
Score: -13928256.000000 Penalty: 5973.030762
	Iteration 71Q: 3 clusters Score -1.392826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -13928256.000000 Penalty: 5973.030762
	Iteration 72Q: 3 clusters Score -1.392826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -13928251.000000 Penalty: 5973.030762
	Iteration 73Q: 3 clusters Score -1.392825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 167930 members 
Entering Unmasked Estep 
Score: -13928248.000000 Penalty: 5973.030762
	Iteration 74Q: 3 clusters Score -1.392825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 167930 members 
Entering Unmasked Estep 
Score: -13928248.000000 Penalty: 5973.030762
	Iteration 75F: 3 clusters Score -1.392825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Entering Unmasked Estep 
Score: -11780572.000000 Penalty: 2882.843506
	Iteration 0F: 2 clusters Score -1.178057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -11710193.000000 Penalty: 5765.687012
	Iteration 0F: 3 clusters Score -1.171019e+07 nChanged 53263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -11741097.000000 Penalty: 5765.687012
	Iteration 1F: 3 clusters Score -1.17411e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -11742028.000000 Penalty: 5765.687012
	Iteration 2Q: 3 clusters Score -1.174203e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -11743238.000000 Penalty: 5765.687012
	Iteration 3Q: 3 clusters Score -1.174324e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -11744998.000000 Penalty: 5765.687012
	Iteration 4Q: 3 clusters Score -1.1745e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -11747660.000000 Penalty: 5765.687012
	Iteration 5Q: 3 clusters Score -1.174766e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -11751334.000000 Penalty: 5765.687012
	Iteration 6F: 3 clusters Score -1.175133e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -11756025.000000 Penalty: 5765.687012
	Iteration 7F: 3 clusters Score -1.175602e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -11760700.000000 Penalty: 5765.687012
	Iteration 8F: 3 clusters Score -1.17607e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -11764571.000000 Penalty: 5765.687012
	Iteration 9F: 3 clusters Score -1.176457e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 89800 members 
Entering Unmasked Estep 
Score: -11767113.000000 Penalty: 5765.687012
	Iteration 10Q: 3 clusters Score -1.176711e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -11768689.000000 Penalty: 5765.687012
	Iteration 11Q: 3 clusters Score -1.176869e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -11769689.000000 Penalty: 5765.687012
	Iteration 12Q: 3 clusters Score -1.176969e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -11770309.000000 Penalty: 5765.687012
	Iteration 13Q: 3 clusters Score -1.177031e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -11770753.000000 Penalty: 5765.687012
	Iteration 14Q: 3 clusters Score -1.177075e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -11771090.000000 Penalty: 5765.687012
	Iteration 15Q: 3 clusters Score -1.177109e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -11771404.000000 Penalty: 5765.687012
	Iteration 16Q: 3 clusters Score -1.17714e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -11771726.000000 Penalty: 5765.687012
	Iteration 17Q: 3 clusters Score -1.177173e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -11772003.000000 Penalty: 5765.687012
	Iteration 18Q: 3 clusters Score -1.1772e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -11772217.000000 Penalty: 5765.687012
	Iteration 19Q: 3 clusters Score -1.177222e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -11772445.000000 Penalty: 5765.687012
	Iteration 20F: 3 clusters Score -1.177244e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -11772634.000000 Penalty: 5765.687012
	Iteration 21Q: 3 clusters Score -1.177263e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -11772752.000000 Penalty: 5765.687012
	Iteration 22Q: 3 clusters Score -1.177275e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -11772984.000000 Penalty: 5765.687012
	Iteration 23Q: 3 clusters Score -1.177298e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -11773123.000000 Penalty: 5765.687012
	Iteration 24Q: 3 clusters Score -1.177312e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -11773322.000000 Penalty: 5765.687012
	Iteration 25Q: 3 clusters Score -1.177332e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 101314 members 
Entering Unmasked Estep 
Score: -11773520.000000 Penalty: 5765.687012
	Iteration 26Q: 3 clusters Score -1.177352e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -11773689.000000 Penalty: 5765.687012
	Iteration 27Q: 3 clusters Score -1.177369e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 102418 members 
Entering Unmasked Estep 
Score: -11773871.000000 Penalty: 5765.687012
	Iteration 28Q: 3 clusters Score -1.177387e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -11774108.000000 Penalty: 5765.687012
	Iteration 29Q: 3 clusters Score -1.177411e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -11774358.000000 Penalty: 5765.687012
	Iteration 30Q: 3 clusters Score -1.177436e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -11774581.000000 Penalty: 5765.687012
	Iteration 31Q: 3 clusters Score -1.177458e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -11774804.000000 Penalty: 5765.687012
	Iteration 32Q: 3 clusters Score -1.17748e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -11775018.000000 Penalty: 5765.687012
	Iteration 33Q: 3 clusters Score -1.177502e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 105482 members 
Entering Unmasked Estep 
Score: -11775195.000000 Penalty: 5765.687012
	Iteration 34Q: 3 clusters Score -1.17752e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -11775377.000000 Penalty: 5765.687012
	Iteration 35Q: 3 clusters Score -1.177538e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -11775535.000000 Penalty: 5765.687012
	Iteration 36Q: 3 clusters Score -1.177554e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -11775726.000000 Penalty: 5765.687012
	Iteration 37Q: 3 clusters Score -1.177573e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 106967 members 
Entering Unmasked Estep 
Score: -11775825.000000 Penalty: 5765.687012
	Iteration 38Q: 3 clusters Score -1.177582e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -11776001.000000 Penalty: 5765.687012
	Iteration 39Q: 3 clusters Score -1.1776e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -11776162.000000 Penalty: 5765.687012
	Iteration 40F: 3 clusters Score -1.177616e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -11776306.000000 Penalty: 5765.687012
	Iteration 41Q: 3 clusters Score -1.177631e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -11776381.000000 Penalty: 5765.687012
	Iteration 42Q: 3 clusters Score -1.177638e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -11776450.000000 Penalty: 5765.687012
	Iteration 43Q: 3 clusters Score -1.177645e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -11776512.000000 Penalty: 5765.687012
	Iteration 44Q: 3 clusters Score -1.177651e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -11776601.000000 Penalty: 5765.687012
	Iteration 45Q: 3 clusters Score -1.17766e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 108656 members 
Entering Unmasked Estep 
Score: -11776681.000000 Penalty: 5765.687012
	Iteration 46Q: 3 clusters Score -1.177668e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -11776777.000000 Penalty: 5765.687012
	Iteration 47Q: 3 clusters Score -1.177678e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -11776816.000000 Penalty: 5765.687012
	Iteration 48Q: 3 clusters Score -1.177682e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -11776884.000000 Penalty: 5765.687012
	Iteration 49Q: 3 clusters Score -1.177688e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -11776931.000000 Penalty: 5765.687012
	Iteration 50Q: 3 clusters Score -1.177693e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -11777026.000000 Penalty: 5765.687012
	Iteration 51Q: 3 clusters Score -1.177703e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -11777110.000000 Penalty: 5765.687012
	Iteration 52Q: 3 clusters Score -1.177711e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -11777137.000000 Penalty: 5765.687012
	Iteration 53Q: 3 clusters Score -1.177714e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -11777181.000000 Penalty: 5765.687012
	Iteration 54Q: 3 clusters Score -1.177718e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -11777239.000000 Penalty: 5765.687012
	Iteration 55Q: 3 clusters Score -1.177724e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 109667 members 
Entering Unmasked Estep 
Score: -11777262.000000 Penalty: 5765.687012
	Iteration 56Q: 3 clusters Score -1.177726e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -11777317.000000 Penalty: 5765.687012
	Iteration 57Q: 3 clusters Score -1.177732e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -11777349.000000 Penalty: 5765.687012
	Iteration 58Q: 3 clusters Score -1.177735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -11777374.000000 Penalty: 5765.687012
	Iteration 59Q: 3 clusters Score -1.177737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -11777411.000000 Penalty: 5765.687012
	Iteration 60F: 3 clusters Score -1.177741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -11777440.000000 Penalty: 5765.687012
	Iteration 61Q: 3 clusters Score -1.177744e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -11777461.000000 Penalty: 5765.687012
	Iteration 62Q: 3 clusters Score -1.177746e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 110040 members 
Entering Unmasked Estep 
Score: -11777509.000000 Penalty: 5765.687012
	Iteration 63Q: 3 clusters Score -1.177751e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -11777541.000000 Penalty: 5765.687012
	Iteration 64Q: 3 clusters Score -1.177754e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -11777574.000000 Penalty: 5765.687012
	Iteration 65Q: 3 clusters Score -1.177757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 110167 members 
Entering Unmasked Estep 
Score: -11777597.000000 Penalty: 5765.687012
	Iteration 66Q: 3 clusters Score -1.17776e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -11777642.000000 Penalty: 5765.687012
	Iteration 67Q: 3 clusters Score -1.177764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -11777654.000000 Penalty: 5765.687012
	Iteration 68Q: 3 clusters Score -1.177765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 110252 members 
Entering Unmasked Estep 
Score: -11777665.000000 Penalty: 5765.687012
	Iteration 69Q: 3 clusters Score -1.177766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 110270 members 
Entering Unmasked Estep 
Score: -11777695.000000 Penalty: 5765.687012
	Iteration 70Q: 3 clusters Score -1.17777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -11777682.000000 Penalty: 5765.687012
	Iteration 71Q: 3 clusters Score -1.177768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -11777690.000000 Penalty: 5765.687012
	Iteration 72Q: 3 clusters Score -1.177769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -11777692.000000 Penalty: 5765.687012
	Iteration 73Q: 3 clusters Score -1.177769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -11777694.000000 Penalty: 5765.687012
	Iteration 74Q: 3 clusters Score -1.177769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -11777693.000000 Penalty: 5765.687012
	Iteration 75Q: 3 clusters Score -1.177769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -11777704.000000 Penalty: 5765.687012
	Iteration 76Q: 3 clusters Score -1.17777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -11777709.000000 Penalty: 5765.687012
	Iteration 77Q: 3 clusters Score -1.177771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -11777711.000000 Penalty: 5765.687012
	Iteration 78Q: 3 clusters Score -1.177771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -11777728.000000 Penalty: 5765.687012
	Iteration 79Q: 3 clusters Score -1.177773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -11777732.000000 Penalty: 5765.687012
	Iteration 80F: 3 clusters Score -1.177773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 110385 members 
Entering Unmasked Estep 
Score: -11777729.000000 Penalty: 5765.687012
	Iteration 81Q: 3 clusters Score -1.177773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -11777740.000000 Penalty: 5765.687012
	Iteration 82Q: 3 clusters Score -1.177774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 110407 members 
Entering Unmasked Estep 
Score: -11777747.000000 Penalty: 5765.687012
	Iteration 83Q: 3 clusters Score -1.177775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -11777747.000000 Penalty: 5765.687012
	Iteration 84Q: 3 clusters Score -1.177775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -11777753.000000 Penalty: 5765.687012
	Iteration 85Q: 3 clusters Score -1.177775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -11777761.000000 Penalty: 5765.687012
	Iteration 86Q: 3 clusters Score -1.177776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -11777763.000000 Penalty: 5765.687012
	Iteration 87Q: 3 clusters Score -1.177776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -11777767.000000 Penalty: 5765.687012
	Iteration 88Q: 3 clusters Score -1.177777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -11777769.000000 Penalty: 5765.687012
	Iteration 89Q: 3 clusters Score -1.177777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 110445 members 
Entering Unmasked Estep 
Score: -11777766.000000 Penalty: 5765.687012
	Iteration 90Q: 3 clusters Score -1.177777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -11777764.000000 Penalty: 5765.687012
	Iteration 91Q: 3 clusters Score -1.177776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -11777764.000000 Penalty: 5765.687012
	Iteration 92Q: 3 clusters Score -1.177776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -11777767.000000 Penalty: 5765.687012
	Iteration 93Q: 3 clusters Score -1.177777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -11777761.000000 Penalty: 5765.687012
	Iteration 94Q: 3 clusters Score -1.177776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -11777776.000000 Penalty: 5765.687012
	Iteration 95Q: 3 clusters Score -1.177778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -11777779.000000 Penalty: 5765.687012
	Iteration 96Q: 3 clusters Score -1.177778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -11777788.000000 Penalty: 5765.687012
	Iteration 97Q: 3 clusters Score -1.177779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -11777802.000000 Penalty: 5765.687012
	Iteration 98Q: 3 clusters Score -1.17778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -11777805.000000 Penalty: 5765.687012
	Iteration 99Q: 3 clusters Score -1.17778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -11777813.000000 Penalty: 5765.687012
	Iteration 100F: 3 clusters Score -1.177781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -11777819.000000 Penalty: 5765.687012
	Iteration 101Q: 3 clusters Score -1.177782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -11777840.000000 Penalty: 5765.687012
	Iteration 102Q: 3 clusters Score -1.177784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -11777832.000000 Penalty: 5765.687012
	Iteration 103Q: 3 clusters Score -1.177783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -11777840.000000 Penalty: 5765.687012
	Iteration 104Q: 3 clusters Score -1.177784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 110541 members 
Entering Unmasked Estep 
Score: -11777840.000000 Penalty: 5765.687012
	Iteration 105Q: 3 clusters Score -1.177784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -11777835.000000 Penalty: 5765.687012
	Iteration 106Q: 3 clusters Score -1.177784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -11777836.000000 Penalty: 5765.687012
	Iteration 107Q: 3 clusters Score -1.177784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -11777837.000000 Penalty: 5765.687012
	Iteration 108Q: 3 clusters Score -1.177784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -11777846.000000 Penalty: 5765.687012
	Iteration 109Q: 3 clusters Score -1.177785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -11777841.000000 Penalty: 5765.687012
	Iteration 110Q: 3 clusters Score -1.177784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -11777848.000000 Penalty: 5765.687012
	Iteration 111Q: 3 clusters Score -1.177785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -11777856.000000 Penalty: 5765.687012
	Iteration 112Q: 3 clusters Score -1.177786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -11777852.000000 Penalty: 5765.687012
	Iteration 113Q: 3 clusters Score -1.177785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -11777856.000000 Penalty: 5765.687012
	Iteration 114Q: 3 clusters Score -1.177786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -11777848.000000 Penalty: 5765.687012
	Iteration 115Q: 3 clusters Score -1.177785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 110572 members 
Entering Unmasked Estep 
Score: -11777848.000000 Penalty: 5765.687012
	Iteration 116F: 3 clusters Score -1.177785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -905416.437500 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -905416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -896752.312500 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -896752.3 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -899471.875000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -899471.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -899895.187500 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -899895.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -900259.125000 Penalty: 4643.780273
	Iteration 3F: 3 clusters Score -900259.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -900573.812500 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -900573.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -900833.875000 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -900833.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -901074.687500 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -901074.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -901338.187500 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -901338.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -901590.687500 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -901590.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -901802.125000 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -901802.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -901983.125000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -901983.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -902139.437500 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -902139.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -902281.437500 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -902281.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -902419.312500 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -902419.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -902573.812500 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -902573.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -902747.687500 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -902747.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -902947.375000 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -902947.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -903157.437500 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -903157.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -903403.625000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -903403.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -903676.687500 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -903676.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -903933.250000 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -903933.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -904106.250000 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -904106.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -904217.437500 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -904217.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -904276.125000 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -904276.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -904308.375000 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -904308.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -904324.312500 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -904324.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -904328.250000 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -904328.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -904332.062500 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -904332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -904332.562500 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -904332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -904333.875000 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -904333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -904334.937500 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -904334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -904334.750000 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -904334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -904334.750000 Penalty: 4643.780273
	Iteration 32F: 3 clusters Score -904334.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -486987.750000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486987.8 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -488552.375000 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488552.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -489167.125000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -489167.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -489952.031250 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -489952 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -490742.312500 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -490742.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -491309.250000 Penalty: 4347.590332
	Iteration 5F: 3 clusters Score -491309.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -491644.812500 Penalty: 4347.590332
	Iteration 6F: 3 clusters Score -491644.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -491884.531250 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -491884.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -492130.187500 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -492130.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -492343.343750 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -492343.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -492520.968750 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -492521 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -492655.656250 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -492655.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -492771.656250 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -492771.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -492888.656250 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -492888.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -492990.250000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -492990.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -493096.406250 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -493096.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -493194.312500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -493194.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -493234.718750 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -493234.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -493241.812500 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -493241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -493243.562500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -493243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -493245.062500 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -493245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -493247.187500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -493247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -493246.937500 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -493246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -493246.937500 Penalty: 4347.590332
	Iteration 23F: 3 clusters Score -493246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144493 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120909 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78053 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Mstep: Class 78 contains 1870 members 
Entering Unmasked Estep 
Score: -150798288.000000 Penalty: 278393.843750
Splitting cluster 21 changes total score from -150798896.000000 to -150798288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 2690.346436
	Iteration 0F: 2 clusters Score -4197856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4163337.750000 Penalty: 5380.692871
	Iteration 0F: 3 clusters Score -4163338 nChanged 23771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -4176507.500000 Penalty: 5380.692871
	Iteration 1F: 3 clusters Score -4176508 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4177040.250000 Penalty: 5380.692871
	Iteration 2Q: 3 clusters Score -4177040 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4177638.000000 Penalty: 5380.692871
	Iteration 3Q: 3 clusters Score -4177638 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4178372.000000 Penalty: 5380.692871
	Iteration 4Q: 3 clusters Score -4178372 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4179245.250000 Penalty: 5380.692871
	Iteration 5Q: 3 clusters Score -4179245 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4180234.250000 Penalty: 5380.692871
	Iteration 6Q: 3 clusters Score -4180234 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4181451.500000 Penalty: 5380.692871
	Iteration 7Q: 3 clusters Score -4181452 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4182698.500000 Penalty: 5380.692871
	Iteration 8Q: 3 clusters Score -4182698 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -4183933.500000 Penalty: 5380.692871
	Iteration 9Q: 3 clusters Score -4183934 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4185009.000000 Penalty: 5380.692871
	Iteration 10Q: 3 clusters Score -4185009 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4185790.750000 Penalty: 5380.692871
	Iteration 11Q: 3 clusters Score -4185791 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -4186427.250000 Penalty: 5380.692871
	Iteration 12Q: 3 clusters Score -4186427 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4186958.750000 Penalty: 5380.692871
	Iteration 13Q: 3 clusters Score -4186959 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4187434.750000 Penalty: 5380.692871
	Iteration 14Q: 3 clusters Score -4187435 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4187852.250000 Penalty: 5380.692871
	Iteration 15Q: 3 clusters Score -4187852 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4188293.750000 Penalty: 5380.692871
	Iteration 16Q: 3 clusters Score -4188294 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4188742.000000 Penalty: 5380.692871
	Iteration 17Q: 3 clusters Score -4188742 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4189153.000000 Penalty: 5380.692871
	Iteration 18Q: 3 clusters Score -4189153 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4189552.750000 Penalty: 5380.692871
	Iteration 19Q: 3 clusters Score -4189553 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4189893.000000 Penalty: 5380.692871
	Iteration 20F: 3 clusters Score -4189893 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4190229.250000 Penalty: 5380.692871
	Iteration 21Q: 3 clusters Score -4190229 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4190577.500000 Penalty: 5380.692871
	Iteration 22Q: 3 clusters Score -4190578 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4190950.000000 Penalty: 5380.692871
	Iteration 23Q: 3 clusters Score -4190950 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4191325.750000 Penalty: 5380.692871
	Iteration 24Q: 3 clusters Score -4191326 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4191724.750000 Penalty: 5380.692871
	Iteration 25Q: 3 clusters Score -4191725 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4192091.750000 Penalty: 5380.692871
	Iteration 26Q: 3 clusters Score -4192092 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4192449.750000 Penalty: 5380.692871
	Iteration 27Q: 3 clusters Score -4192450 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -4192819.750000 Penalty: 5380.692871
	Iteration 28Q: 3 clusters Score -4192820 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -4193150.250000 Penalty: 5380.692871
	Iteration 29Q: 3 clusters Score -4193150 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4193507.750000 Penalty: 5380.692871
	Iteration 30Q: 3 clusters Score -4193508 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -4193856.750000 Penalty: 5380.692871
	Iteration 31Q: 3 clusters Score -4193857 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -4194187.000000 Penalty: 5380.692871
	Iteration 32Q: 3 clusters Score -4194187 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -4194506.000000 Penalty: 5380.692871
	Iteration 33Q: 3 clusters Score -4194506 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -4194786.500000 Penalty: 5380.692871
	Iteration 34Q: 3 clusters Score -4194786 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -4195065.500000 Penalty: 5380.692871
	Iteration 35Q: 3 clusters Score -4195066 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -4195248.500000 Penalty: 5380.692871
	Iteration 36Q: 3 clusters Score -4195248 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -4195412.000000 Penalty: 5380.692871
	Iteration 37Q: 3 clusters Score -4195412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -4195549.000000 Penalty: 5380.692871
	Iteration 38Q: 3 clusters Score -4195549 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -4195648.000000 Penalty: 5380.692871
	Iteration 39Q: 3 clusters Score -4195648 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -4195737.000000 Penalty: 5380.692871
	Iteration 40F: 3 clusters Score -4195737 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -4195801.000000 Penalty: 5380.692871
	Iteration 41Q: 3 clusters Score -4195801 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -4195845.500000 Penalty: 5380.692871
	Iteration 42Q: 3 clusters Score -4195846 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -4195881.500000 Penalty: 5380.692871
	Iteration 43Q: 3 clusters Score -4195882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -4195899.000000 Penalty: 5380.692871
	Iteration 44Q: 3 clusters Score -4195899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -4195913.500000 Penalty: 5380.692871
	Iteration 45Q: 3 clusters Score -4195914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -4195921.500000 Penalty: 5380.692871
	Iteration 46Q: 3 clusters Score -4195922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -4195937.000000 Penalty: 5380.692871
	Iteration 47Q: 3 clusters Score -4195937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -4195945.500000 Penalty: 5380.692871
	Iteration 48Q: 3 clusters Score -4195946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -4195947.500000 Penalty: 5380.692871
	Iteration 49Q: 3 clusters Score -4195948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -4195956.000000 Penalty: 5380.692871
	Iteration 50Q: 3 clusters Score -4195956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -4195963.000000 Penalty: 5380.692871
	Iteration 51Q: 3 clusters Score -4195963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -4195963.000000 Penalty: 5380.692871
	Iteration 52Q: 3 clusters Score -4195963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -4195970.500000 Penalty: 5380.692871
	Iteration 53Q: 3 clusters Score -4195970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -4195966.500000 Penalty: 5380.692871
	Iteration 54Q: 3 clusters Score -4195966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -4195969.500000 Penalty: 5380.692871
	Iteration 55Q: 3 clusters Score -4195970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -4195973.000000 Penalty: 5380.692871
	Iteration 56Q: 3 clusters Score -4195973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -4195975.500000 Penalty: 5380.692871
	Iteration 57Q: 3 clusters Score -4195976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -4195984.000000 Penalty: 5380.692871
	Iteration 58Q: 3 clusters Score -4195984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -4195988.500000 Penalty: 5380.692871
	Iteration 59Q: 3 clusters Score -4195988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -4195991.000000 Penalty: 5380.692871
	Iteration 60F: 3 clusters Score -4195991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -4195988.000000 Penalty: 5380.692871
	Iteration 61Q: 3 clusters Score -4195988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -4195994.500000 Penalty: 5380.692871
	Iteration 62Q: 3 clusters Score -4195994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -4195994.500000 Penalty: 5380.692871
	Iteration 63Q: 3 clusters Score -4195994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -4195992.500000 Penalty: 5380.692871
	Iteration 64Q: 3 clusters Score -4195992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -4195997.500000 Penalty: 5380.692871
	Iteration 65Q: 3 clusters Score -4195998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -4195994.000000 Penalty: 5380.692871
	Iteration 66Q: 3 clusters Score -4195994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -4195991.000000 Penalty: 5380.692871
	Iteration 67Q: 3 clusters Score -4195991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -4195997.000000 Penalty: 5380.692871
	Iteration 68Q: 3 clusters Score -4195997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -4195993.000000 Penalty: 5380.692871
	Iteration 69Q: 3 clusters Score -4195993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -4196005.500000 Penalty: 5380.692871
	Iteration 70Q: 3 clusters Score -4196006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -4195999.000000 Penalty: 5380.692871
	Iteration 71Q: 3 clusters Score -4195999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -4196003.500000 Penalty: 5380.692871
	Iteration 72Q: 3 clusters Score -4196004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -4196000.000000 Penalty: 5380.692871
	Iteration 73Q: 3 clusters Score -4196000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -4196000.000000 Penalty: 5380.692871
	Iteration 74F: 3 clusters Score -4196000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -131400.468750 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131400.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -131814.984375 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131815 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131953.515625 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131953.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -132024.484375 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -132024.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132064.437500 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132064.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -132087.062500 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132087.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132103.296875 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132103.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132113.578125 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132127.343750 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132127.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132137.593750 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132148.625000 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132148.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -132159.468750 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -132168.062500 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132171.609375 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -132173.812500 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132174.843750 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -132174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -132175.890625 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -132175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -132175.890625 Penalty: 3693.216797
	Iteration 17F: 3 clusters Score -132175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -193379.437500 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193379.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -193987.156250 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -193987.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -194144.031250 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -194216.843750 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -194216.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -194263.984375 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -194295.203125 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194295.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -194319.234375 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194319.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -194337.406250 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194337.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -194362.203125 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194362.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -194379.593750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -194396.562500 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -194410.671875 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194410.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -194420.765625 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194432.781250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194442.484375 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194442.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194446.937500 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194450.312500 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194452.937500 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194455.828125 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194458.234375 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194460.531250 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194463.750000 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194467.718750 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194467.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194472.234375 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -194477.281250 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194477.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -194479.703125 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -194479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -194483.375000 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -194483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -194491.390625 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -194491.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -194502.796875 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -194502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194511.156250 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -194511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194518.109375 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -194518.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -194525.234375 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -194525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -194530.000000 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -194530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194537.265625 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -194537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194545.328125 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -194545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -194551.453125 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -194551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -194556.906250 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -194556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194563.859375 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -194563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -194575.203125 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -194575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194585.109375 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -194585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194588.656250 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -194588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194593.312500 Penalty: 3885.072510
	Iteration 41Q: 3 clusters Score -194593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -194599.796875 Penalty: 3885.072510
	Iteration 42Q: 3 clusters Score -194599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -194605.765625 Penalty: 3885.072510
	Iteration 43Q: 3 clusters Score -194605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -194611.781250 Penalty: 3885.072510
	Iteration 44Q: 3 clusters Score -194611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194615.906250 Penalty: 3885.072510
	Iteration 45Q: 3 clusters Score -194615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194619.687500 Penalty: 3885.072510
	Iteration 46Q: 3 clusters Score -194619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194621.671875 Penalty: 3885.072510
	Iteration 47Q: 3 clusters Score -194621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194624.609375 Penalty: 3885.072510
	Iteration 48Q: 3 clusters Score -194624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194630.843750 Penalty: 3885.072510
	Iteration 49Q: 3 clusters Score -194630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194633.328125 Penalty: 3885.072510
	Iteration 50Q: 3 clusters Score -194633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -194636.671875 Penalty: 3885.072510
	Iteration 51Q: 3 clusters Score -194636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -194638.578125 Penalty: 3885.072510
	Iteration 52Q: 3 clusters Score -194638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -194640.921875 Penalty: 3885.072510
	Iteration 53Q: 3 clusters Score -194640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -194642.921875 Penalty: 3885.072510
	Iteration 54Q: 3 clusters Score -194642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -194645.812500 Penalty: 3885.072510
	Iteration 55Q: 3 clusters Score -194645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -194649.812500 Penalty: 3885.072510
	Iteration 56Q: 3 clusters Score -194649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194654.437500 Penalty: 3885.072510
	Iteration 57Q: 3 clusters Score -194654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194660.593750 Penalty: 3885.072510
	Iteration 58Q: 3 clusters Score -194660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -194669.796875 Penalty: 3885.072510
	Iteration 59Q: 3 clusters Score -194669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -194685.265625 Penalty: 3885.072510
	Iteration 60F: 3 clusters Score -194685.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194705.140625 Penalty: 3885.072510
	Iteration 61Q: 3 clusters Score -194705.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194725.640625 Penalty: 3885.072510
	Iteration 62Q: 3 clusters Score -194725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -194740.546875 Penalty: 3885.072510
	Iteration 63Q: 3 clusters Score -194740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194752.812500 Penalty: 3885.072510
	Iteration 64Q: 3 clusters Score -194752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -194765.218750 Penalty: 3885.072510
	Iteration 65Q: 3 clusters Score -194765.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -194779.906250 Penalty: 3885.072510
	Iteration 66Q: 3 clusters Score -194779.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -194793.078125 Penalty: 3885.072510
	Iteration 67Q: 3 clusters Score -194793.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194802.375000 Penalty: 3885.072510
	Iteration 68Q: 3 clusters Score -194802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -194811.281250 Penalty: 3885.072510
	Iteration 69Q: 3 clusters Score -194811.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -194817.468750 Penalty: 3885.072510
	Iteration 70Q: 3 clusters Score -194817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -194822.171875 Penalty: 3885.072510
	Iteration 71Q: 3 clusters Score -194822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -194824.437500 Penalty: 3885.072510
	Iteration 72Q: 3 clusters Score -194824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -194828.562500 Penalty: 3885.072510
	Iteration 73Q: 3 clusters Score -194828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194832.937500 Penalty: 3885.072510
	Iteration 74Q: 3 clusters Score -194832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -194836.187500 Penalty: 3885.072510
	Iteration 75Q: 3 clusters Score -194836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194838.140625 Penalty: 3885.072510
	Iteration 76Q: 3 clusters Score -194838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -194839.875000 Penalty: 3885.072510
	Iteration 77Q: 3 clusters Score -194839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194841.687500 Penalty: 3885.072510
	Iteration 78Q: 3 clusters Score -194841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -194843.578125 Penalty: 3885.072510
	Iteration 79Q: 3 clusters Score -194843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -194845.500000 Penalty: 3885.072510
	Iteration 80F: 3 clusters Score -194845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194847.843750 Penalty: 3885.072510
	Iteration 81Q: 3 clusters Score -194847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -194851.125000 Penalty: 3885.072510
	Iteration 82Q: 3 clusters Score -194851.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194854.890625 Penalty: 3885.072510
	Iteration 83Q: 3 clusters Score -194854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -194856.281250 Penalty: 3885.072510
	Iteration 84Q: 3 clusters Score -194856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -194856.281250 Penalty: 3885.072510
	Iteration 85Q: 3 clusters Score -194856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194856.843750 Penalty: 3885.072510
	Iteration 86Q: 3 clusters Score -194856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -194856.843750 Penalty: 3885.072510
	Iteration 87F: 3 clusters Score -194856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 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 1927 members 
Entering Unmasked Estep 
Score: -305156.218750 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305156.2 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -306003.281250 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -306003.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -306223.062500 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306223.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -306366.531250 Penalty: 4107.986328
	Iteration 3F: 3 clusters Score -306366.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -306484.531250 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306484.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -306574.812500 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306574.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -306653.312500 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306653.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306741.031250 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306741 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -306838.687500 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306838.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -306907.812500 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306907.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -306983.562500 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306983.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -307043.625000 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -307043.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -307088.062500 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -307088.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -307118.750000 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -307118.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -307151.312500 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -307151.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -307179.843750 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -307179.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -307198.093750 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -307198.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -307213.406250 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -307213.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -307224.375000 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -307224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -307232.531250 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -307232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -307238.437500 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -307238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -307241.750000 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -307241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -307245.156250 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -307245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -307244.718750 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -307244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307245.062500 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -307245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -307246.031250 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -307246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307246.343750 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -307246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307246.343750 Penalty: 4107.986328
	Iteration 27F: 3 clusters Score -307246.3 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: -402246.750000 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -402246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -398186.500000 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -398186.5 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -399115.906250 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -399115.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -399364.031250 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -399364 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -399530.812500 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -399530.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -399673.218750 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -399673.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -399788.781250 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -399788.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -399892.593750 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -399892.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -399995.093750 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -399995.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -400068.781250 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -400068.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -400145.750000 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -400145.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -400211.812500 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -400211.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -400275.906250 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -400275.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -400330.750000 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -400330.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -400369.000000 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -400369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -400392.093750 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -400392.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -400413.218750 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -400413.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -400430.000000 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -400430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400449.812500 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -400449.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -400463.406250 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -400463.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400474.531250 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -400474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -400482.343750 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -400482.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400486.906250 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -400486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400489.437500 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -400489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -400492.281250 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -400492.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400494.500000 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -400494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400497.218750 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -400497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400499.281250 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -400499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -400500.531250 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -400500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -400501.093750 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -400501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -400500.906250 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -400500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -400500.906250 Penalty: 4136.273926
	Iteration 30F: 3 clusters Score -400500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 2447.871094
	Iteration 0F: 2 clusters Score -1390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1377253.125000 Penalty: 4895.742188
	Iteration 0F: 3 clusters Score -1377253 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1381976.250000 Penalty: 4895.742188
	Iteration 1F: 3 clusters Score -1381976 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1382659.250000 Penalty: 4895.742188
	Iteration 2F: 3 clusters Score -1382659 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1383343.125000 Penalty: 4895.742188
	Iteration 3F: 3 clusters Score -1383343 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1384096.625000 Penalty: 4895.742188
	Iteration 4F: 3 clusters Score -1384097 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1384859.000000 Penalty: 4895.742188
	Iteration 5F: 3 clusters Score -1384859 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1385500.250000 Penalty: 4895.742188
	Iteration 6F: 3 clusters Score -1385500 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1386044.750000 Penalty: 4895.742188
	Iteration 7F: 3 clusters Score -1386045 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1386456.625000 Penalty: 4895.742188
	Iteration 8Q: 3 clusters Score -1386457 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1386775.125000 Penalty: 4895.742188
	Iteration 9Q: 3 clusters Score -1386775 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1387026.500000 Penalty: 4895.742188
	Iteration 10Q: 3 clusters Score -1387026 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1387245.625000 Penalty: 4895.742188
	Iteration 11Q: 3 clusters Score -1387246 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1387490.000000 Penalty: 4895.742188
	Iteration 12Q: 3 clusters Score -1387490 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1387737.750000 Penalty: 4895.742188
	Iteration 13Q: 3 clusters Score -1387738 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1387983.625000 Penalty: 4895.742188
	Iteration 14Q: 3 clusters Score -1387984 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1388202.625000 Penalty: 4895.742188
	Iteration 15Q: 3 clusters Score -1388203 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1388383.625000 Penalty: 4895.742188
	Iteration 16Q: 3 clusters Score -1388384 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1388550.000000 Penalty: 4895.742188
	Iteration 17Q: 3 clusters Score -1388550 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1388702.375000 Penalty: 4895.742188
	Iteration 18Q: 3 clusters Score -1388702 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1388845.250000 Penalty: 4895.742188
	Iteration 19Q: 3 clusters Score -1388845 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1388971.125000 Penalty: 4895.742188
	Iteration 20F: 3 clusters Score -1388971 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1389064.750000 Penalty: 4895.742188
	Iteration 21Q: 3 clusters Score -1389065 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1389129.375000 Penalty: 4895.742188
	Iteration 22Q: 3 clusters Score -1389129 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1389184.125000 Penalty: 4895.742188
	Iteration 23Q: 3 clusters Score -1389184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1389229.000000 Penalty: 4895.742188
	Iteration 24Q: 3 clusters Score -1389229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1389270.125000 Penalty: 4895.742188
	Iteration 25Q: 3 clusters Score -1389270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1389302.125000 Penalty: 4895.742188
	Iteration 26Q: 3 clusters Score -1389302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1389346.875000 Penalty: 4895.742188
	Iteration 27Q: 3 clusters Score -1389347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1389381.375000 Penalty: 4895.742188
	Iteration 28Q: 3 clusters Score -1389381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1389411.000000 Penalty: 4895.742188
	Iteration 29Q: 3 clusters Score -1389411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1389430.000000 Penalty: 4895.742188
	Iteration 30Q: 3 clusters Score -1389430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1389439.625000 Penalty: 4895.742188
	Iteration 31Q: 3 clusters Score -1389440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1389459.250000 Penalty: 4895.742188
	Iteration 32Q: 3 clusters Score -1389459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1389475.750000 Penalty: 4895.742188
	Iteration 33Q: 3 clusters Score -1389476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1389493.000000 Penalty: 4895.742188
	Iteration 34Q: 3 clusters Score -1389493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1389497.875000 Penalty: 4895.742188
	Iteration 35Q: 3 clusters Score -1389498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1389516.750000 Penalty: 4895.742188
	Iteration 36Q: 3 clusters Score -1389517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1389525.625000 Penalty: 4895.742188
	Iteration 37Q: 3 clusters Score -1389526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1389544.500000 Penalty: 4895.742188
	Iteration 38Q: 3 clusters Score -1389544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1389558.875000 Penalty: 4895.742188
	Iteration 39Q: 3 clusters Score -1389559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1389582.250000 Penalty: 4895.742188
	Iteration 40F: 3 clusters Score -1389582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1389595.500000 Penalty: 4895.742188
	Iteration 41Q: 3 clusters Score -1389596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1389612.875000 Penalty: 4895.742188
	Iteration 42Q: 3 clusters Score -1389613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1389631.250000 Penalty: 4895.742188
	Iteration 43Q: 3 clusters Score -1389631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1389646.875000 Penalty: 4895.742188
	Iteration 44Q: 3 clusters Score -1389647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1389662.000000 Penalty: 4895.742188
	Iteration 45Q: 3 clusters Score -1389662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1389673.875000 Penalty: 4895.742188
	Iteration 46Q: 3 clusters Score -1389674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1389681.625000 Penalty: 4895.742188
	Iteration 47Q: 3 clusters Score -1389682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1389689.625000 Penalty: 4895.742188
	Iteration 48Q: 3 clusters Score -1389690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1389694.625000 Penalty: 4895.742188
	Iteration 49Q: 3 clusters Score -1389695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1389701.375000 Penalty: 4895.742188
	Iteration 50Q: 3 clusters Score -1389701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1389705.625000 Penalty: 4895.742188
	Iteration 51Q: 3 clusters Score -1389706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1389706.625000 Penalty: 4895.742188
	Iteration 52Q: 3 clusters Score -1389707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1389706.375000 Penalty: 4895.742188
	Iteration 53Q: 3 clusters Score -1389706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1389708.750000 Penalty: 4895.742188
	Iteration 54Q: 3 clusters Score -1389709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1389709.875000 Penalty: 4895.742188
	Iteration 55Q: 3 clusters Score -1389710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1389708.875000 Penalty: 4895.742188
	Iteration 56Q: 3 clusters Score -1389709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1389708.000000 Penalty: 4895.742188
	Iteration 57Q: 3 clusters Score -1389708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1389709.375000 Penalty: 4895.742188
	Iteration 58Q: 3 clusters Score -1389709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1389710.000000 Penalty: 4895.742188
	Iteration 59Q: 3 clusters Score -1389710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1389711.125000 Penalty: 4895.742188
	Iteration 60F: 3 clusters Score -1389711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1389710.875000 Penalty: 4895.742188
	Iteration 61Q: 3 clusters Score -1389711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1389710.875000 Penalty: 4895.742188
	Iteration 62F: 3 clusters Score -1389711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -368858.968750 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -368859 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 1827 members 
Entering Unmasked Estep 
Score: -365137.781250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -365137.8 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -365991.531250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -365991.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -366205.500000 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -366205.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366380.812500 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -366380.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -366527.437500 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -366527.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -366635.250000 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -366635.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -366708.406250 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -366708.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366773.468750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -366773.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366835.218750 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -366835.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366893.281250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -366893.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -366948.500000 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -366948.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -367007.906250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -367007.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -367049.437500 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -367049.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -367095.312500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -367095.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -367133.531250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -367133.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -367168.156250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -367168.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -367207.687500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -367207.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -367244.281250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -367244.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -367268.437500 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -367268.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -367299.687500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -367299.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -367325.687500 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -367325.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -367352.781250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -367352.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -367378.281250 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -367378.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -367392.281250 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -367392.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -367405.156250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -367405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -367419.687500 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -367419.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -367435.125000 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -367435.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -367454.656250 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -367454.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -367467.468750 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -367467.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -367481.562500 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -367481.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -367490.718750 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -367490.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -367496.187500 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -367496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -367501.906250 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -367501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -367508.000000 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -367508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -367510.781250 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -367510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -367512.156250 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -367512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -367515.312500 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -367515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -367518.687500 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -367518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -367522.531250 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -367522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -367525.156250 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -367525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -367526.218750 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -367526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -367526.406250 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -367526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -367526.406250 Penalty: 4082.102051
	Iteration 42F: 3 clusters Score -367526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1485128.625000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485129 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1489433.875000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489434 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1489804.750000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489805 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1490073.875000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490074 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1490264.000000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490264 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1490440.625000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490441 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1490595.875000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1490596 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1490758.500000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1490758 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1490924.500000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -1490924 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1491123.125000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -1491123 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1491372.125000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -1491372 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1491685.500000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -1491686 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1492064.875000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -1492065 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1492475.000000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1492475 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1492928.250000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1492928 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1493321.250000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1493321 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1493672.250000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1493672 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1493927.625000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1493928 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1494078.000000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1494078 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1494184.500000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1494184 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1494252.750000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1494253 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1494302.375000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1494302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1494332.625000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1494333 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1494362.375000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1494362 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1494394.250000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1494394 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1494420.625000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1494421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1494443.500000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1494444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1494463.125000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1494463 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1494481.375000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1494481 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1494503.875000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1494504 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1494527.250000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1494527 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1494542.500000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1494542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1494560.625000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1494561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1494572.500000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1494572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1494582.375000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1494582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1494598.125000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1494598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1494611.750000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1494612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1494626.250000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1494626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1494642.625000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1494643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1494660.500000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1494660 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1494679.375000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1494679 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1494699.750000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -1494700 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1494720.875000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -1494721 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1494745.250000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -1494745 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1494762.750000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -1494763 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1494782.750000 Penalty: 4874.826172
	Iteration 45Q: 3 clusters Score -1494783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1494808.375000 Penalty: 4874.826172
	Iteration 46Q: 3 clusters Score -1494808 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1494853.000000 Penalty: 4874.826172
	Iteration 47Q: 3 clusters Score -1494853 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1494883.500000 Penalty: 4874.826172
	Iteration 48Q: 3 clusters Score -1494884 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1494922.125000 Penalty: 4874.826172
	Iteration 49Q: 3 clusters Score -1494922 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1494965.125000 Penalty: 4874.826172
	Iteration 50Q: 3 clusters Score -1494965 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1495021.625000 Penalty: 4874.826172
	Iteration 51Q: 3 clusters Score -1495022 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1495084.875000 Penalty: 4874.826172
	Iteration 52Q: 3 clusters Score -1495085 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1495157.500000 Penalty: 4874.826172
	Iteration 53Q: 3 clusters Score -1495158 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1495227.500000 Penalty: 4874.826172
	Iteration 54Q: 3 clusters Score -1495228 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1495293.875000 Penalty: 4874.826172
	Iteration 55Q: 3 clusters Score -1495294 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1495347.000000 Penalty: 4874.826172
	Iteration 56Q: 3 clusters Score -1495347 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1495409.625000 Penalty: 4874.826172
	Iteration 57Q: 3 clusters Score -1495410 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1495470.625000 Penalty: 4874.826172
	Iteration 58Q: 3 clusters Score -1495471 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1495525.375000 Penalty: 4874.826172
	Iteration 59Q: 3 clusters Score -1495525 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1495578.625000 Penalty: 4874.826172
	Iteration 60F: 3 clusters Score -1495579 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1495645.125000 Penalty: 4874.826172
	Iteration 61Q: 3 clusters Score -1495645 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1495714.375000 Penalty: 4874.826172
	Iteration 62Q: 3 clusters Score -1495714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1495786.500000 Penalty: 4874.826172
	Iteration 63Q: 3 clusters Score -1495786 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1495855.250000 Penalty: 4874.826172
	Iteration 64Q: 3 clusters Score -1495855 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1495905.250000 Penalty: 4874.826172
	Iteration 65Q: 3 clusters Score -1495905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1495955.875000 Penalty: 4874.826172
	Iteration 66Q: 3 clusters Score -1495956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1495994.000000 Penalty: 4874.826172
	Iteration 67Q: 3 clusters Score -1495994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1496035.875000 Penalty: 4874.826172
	Iteration 68Q: 3 clusters Score -1496036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1496072.750000 Penalty: 4874.826172
	Iteration 69Q: 3 clusters Score -1496073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1496105.375000 Penalty: 4874.826172
	Iteration 70Q: 3 clusters Score -1496105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1496137.500000 Penalty: 4874.826172
	Iteration 71Q: 3 clusters Score -1496138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1496155.750000 Penalty: 4874.826172
	Iteration 72Q: 3 clusters Score -1496156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1496173.375000 Penalty: 4874.826172
	Iteration 73Q: 3 clusters Score -1496173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1496198.375000 Penalty: 4874.826172
	Iteration 74Q: 3 clusters Score -1496198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1496212.500000 Penalty: 4874.826172
	Iteration 75Q: 3 clusters Score -1496212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1496231.250000 Penalty: 4874.826172
	Iteration 76Q: 3 clusters Score -1496231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1496261.000000 Penalty: 4874.826172
	Iteration 77Q: 3 clusters Score -1496261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1496278.375000 Penalty: 4874.826172
	Iteration 78Q: 3 clusters Score -1496278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1496297.500000 Penalty: 4874.826172
	Iteration 79Q: 3 clusters Score -1496298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1496311.250000 Penalty: 4874.826172
	Iteration 80F: 3 clusters Score -1496311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1496323.000000 Penalty: 4874.826172
	Iteration 81Q: 3 clusters Score -1496323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1496333.625000 Penalty: 4874.826172
	Iteration 82Q: 3 clusters Score -1496334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1496337.625000 Penalty: 4874.826172
	Iteration 83Q: 3 clusters Score -1496338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1496341.125000 Penalty: 4874.826172
	Iteration 84Q: 3 clusters Score -1496341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1496341.750000 Penalty: 4874.826172
	Iteration 85Q: 3 clusters Score -1496342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1496344.250000 Penalty: 4874.826172
	Iteration 86Q: 3 clusters Score -1496344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1496346.375000 Penalty: 4874.826172
	Iteration 87Q: 3 clusters Score -1496346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1496349.625000 Penalty: 4874.826172
	Iteration 88Q: 3 clusters Score -1496350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1496349.500000 Penalty: 4874.826172
	Iteration 89Q: 3 clusters Score -1496350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1496350.250000 Penalty: 4874.826172
	Iteration 90Q: 3 clusters Score -1496350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1496350.750000 Penalty: 4874.826172
	Iteration 91Q: 3 clusters Score -1496351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1496355.375000 Penalty: 4874.826172
	Iteration 92Q: 3 clusters Score -1496355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1496357.250000 Penalty: 4874.826172
	Iteration 93Q: 3 clusters Score -1496357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1496357.250000 Penalty: 4874.826172
	Iteration 94F: 3 clusters Score -1496357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -946122.312500 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -946122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -938944.375000 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -938944.4 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -941001.000000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -941001 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -941265.125000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -941265.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -941444.125000 Penalty: 4524.160156
	Iteration 3Q: 3 clusters Score -941444.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -941578.437500 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -941578.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -941674.312500 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -941674.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -941743.937500 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -941743.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -941793.937500 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -941793.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -941834.500000 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -941834.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -941879.937500 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -941879.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -941931.125000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -941931.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -941984.187500 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -941984.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -942026.250000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -942026.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -942084.875000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -942084.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -942164.125000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -942164.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -942262.375000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -942262.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -942361.375000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -942361.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -942486.437500 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -942486.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -942653.875000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -942653.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -942853.875000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -942853.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -943077.125000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -943077.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -943331.562500 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -943331.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -943596.250000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -943596.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -943825.375000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -943825.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -944026.562500 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -944026.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -944181.187500 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -944181.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -944276.625000 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -944276.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -944353.062500 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -944353.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -944409.187500 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -944409.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -944452.375000 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -944452.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -944480.625000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -944480.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -944501.437500 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -944501.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -944526.625000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -944526.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -944536.125000 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -944536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -944542.625000 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -944542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -944550.250000 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -944550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -944557.687500 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -944557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -944562.187500 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -944562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -944566.312500 Penalty: 4524.160156
	Iteration 38Q: 3 clusters Score -944566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -944572.500000 Penalty: 4524.160156
	Iteration 39Q: 3 clusters Score -944572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -944572.750000 Penalty: 4524.160156
	Iteration 40F: 3 clusters Score -944572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -944577.187500 Penalty: 4524.160156
	Iteration 41Q: 3 clusters Score -944577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -944579.312500 Penalty: 4524.160156
	Iteration 42Q: 3 clusters Score -944579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -944578.125000 Penalty: 4524.160156
	Iteration 43Q: 3 clusters Score -944578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -944578.125000 Penalty: 4524.160156
	Iteration 44F: 3 clusters Score -944578.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1616311.000000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616311 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1621000.750000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1621001 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1621430.625000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1621431 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1621855.500000 Penalty: 4921.173340
	Iteration 3Q: 3 clusters Score -1621856 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1622334.875000 Penalty: 4921.173340
	Iteration 4Q: 3 clusters Score -1622335 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1622891.250000 Penalty: 4921.173340
	Iteration 5F: 3 clusters Score -1622891 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1623591.625000 Penalty: 4921.173340
	Iteration 6F: 3 clusters Score -1623592 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1624408.375000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -1624408 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1625234.625000 Penalty: 4921.173340
	Iteration 8F: 3 clusters Score -1625235 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1625976.375000 Penalty: 4921.173340
	Iteration 9F: 3 clusters Score -1625976 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1626527.500000 Penalty: 4921.173340
	Iteration 10Q: 3 clusters Score -1626528 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1626928.625000 Penalty: 4921.173340
	Iteration 11Q: 3 clusters Score -1626929 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1627237.000000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1627237 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1627489.250000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1627489 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1627663.625000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1627664 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1627813.875000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1627814 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1627919.250000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1627919 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1627990.500000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1627990 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1628049.500000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1628050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1628082.125000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1628082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1628118.875000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1628119 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1628146.125000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1628146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1628161.625000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1628162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1628172.250000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1628172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1628189.500000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1628190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1628200.625000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1628201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1628210.875000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1628211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1628220.875000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1628221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1628239.500000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1628240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1628250.500000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1628250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1628260.625000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1628261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1628264.125000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1628264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1628274.625000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1628275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1628283.750000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1628284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1628290.125000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1628290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1628303.000000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1628303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1628319.750000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1628320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1628343.375000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1628343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1628370.875000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1628371 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1628392.625000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1628393 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1628412.625000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1628413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1628437.625000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -1628438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1628443.375000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -1628443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1628469.125000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -1628469 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1628481.125000 Penalty: 4921.173340
	Iteration 44Q: 3 clusters Score -1628481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1628492.500000 Penalty: 4921.173340
	Iteration 45Q: 3 clusters Score -1628492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1628509.000000 Penalty: 4921.173340
	Iteration 46Q: 3 clusters Score -1628509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1628533.250000 Penalty: 4921.173340
	Iteration 47Q: 3 clusters Score -1628533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1628558.625000 Penalty: 4921.173340
	Iteration 48Q: 3 clusters Score -1628559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1628587.125000 Penalty: 4921.173340
	Iteration 49Q: 3 clusters Score -1628587 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1628615.375000 Penalty: 4921.173340
	Iteration 50Q: 3 clusters Score -1628615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1628637.250000 Penalty: 4921.173340
	Iteration 51Q: 3 clusters Score -1628637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1628662.875000 Penalty: 4921.173340
	Iteration 52Q: 3 clusters Score -1628663 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1628681.250000 Penalty: 4921.173340
	Iteration 53Q: 3 clusters Score -1628681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1628706.375000 Penalty: 4921.173340
	Iteration 54Q: 3 clusters Score -1628706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1628723.375000 Penalty: 4921.173340
	Iteration 55Q: 3 clusters Score -1628723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1628740.625000 Penalty: 4921.173340
	Iteration 56Q: 3 clusters Score -1628741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1628757.750000 Penalty: 4921.173340
	Iteration 57Q: 3 clusters Score -1628758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1628783.750000 Penalty: 4921.173340
	Iteration 58Q: 3 clusters Score -1628784 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1628809.125000 Penalty: 4921.173340
	Iteration 59Q: 3 clusters Score -1628809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1628834.000000 Penalty: 4921.173340
	Iteration 60F: 3 clusters Score -1628834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1628859.625000 Penalty: 4921.173340
	Iteration 61Q: 3 clusters Score -1628860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1628889.625000 Penalty: 4921.173340
	Iteration 62Q: 3 clusters Score -1628890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1628928.375000 Penalty: 4921.173340
	Iteration 63Q: 3 clusters Score -1628928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1628985.125000 Penalty: 4921.173340
	Iteration 64Q: 3 clusters Score -1628985 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1629037.125000 Penalty: 4921.173340
	Iteration 65Q: 3 clusters Score -1629037 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1629097.750000 Penalty: 4921.173340
	Iteration 66Q: 3 clusters Score -1629098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1629178.625000 Penalty: 4921.173340
	Iteration 67Q: 3 clusters Score -1629179 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1629285.625000 Penalty: 4921.173340
	Iteration 68Q: 3 clusters Score -1629286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1629408.500000 Penalty: 4921.173340
	Iteration 69Q: 3 clusters Score -1629408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1629570.625000 Penalty: 4921.173340
	Iteration 70Q: 3 clusters Score -1629571 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1629774.875000 Penalty: 4921.173340
	Iteration 71Q: 3 clusters Score -1629775 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1629974.375000 Penalty: 4921.173340
	Iteration 72Q: 3 clusters Score -1629974 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1630209.500000 Penalty: 4921.173340
	Iteration 73Q: 3 clusters Score -1630210 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1630508.250000 Penalty: 4921.173340
	Iteration 74Q: 3 clusters Score -1630508 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1630828.625000 Penalty: 4921.173340
	Iteration 75Q: 3 clusters Score -1630829 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1631071.875000 Penalty: 4921.173340
	Iteration 76Q: 3 clusters Score -1631072 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1631199.000000 Penalty: 4921.173340
	Iteration 77Q: 3 clusters Score -1631199 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1631241.750000 Penalty: 4921.173340
	Iteration 78Q: 3 clusters Score -1631242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1631263.625000 Penalty: 4921.173340
	Iteration 79Q: 3 clusters Score -1631264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1631310.125000 Penalty: 4921.173340
	Iteration 80F: 3 clusters Score -1631310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1631341.750000 Penalty: 4921.173340
	Iteration 81Q: 3 clusters Score -1631342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1631356.500000 Penalty: 4921.173340
	Iteration 82Q: 3 clusters Score -1631356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1631377.125000 Penalty: 4921.173340
	Iteration 83Q: 3 clusters Score -1631377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1631385.750000 Penalty: 4921.173340
	Iteration 84Q: 3 clusters Score -1631386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1631393.750000 Penalty: 4921.173340
	Iteration 85Q: 3 clusters Score -1631394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1631404.875000 Penalty: 4921.173340
	Iteration 86Q: 3 clusters Score -1631405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1631410.375000 Penalty: 4921.173340
	Iteration 87Q: 3 clusters Score -1631410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1631415.875000 Penalty: 4921.173340
	Iteration 88Q: 3 clusters Score -1631416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1631421.375000 Penalty: 4921.173340
	Iteration 89Q: 3 clusters Score -1631421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1631424.750000 Penalty: 4921.173340
	Iteration 90Q: 3 clusters Score -1631425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1631421.000000 Penalty: 4921.173340
	Iteration 91Q: 3 clusters Score -1631421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1631418.125000 Penalty: 4921.173340
	Iteration 92Q: 3 clusters Score -1631418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1631421.625000 Penalty: 4921.173340
	Iteration 93Q: 3 clusters Score -1631422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1631422.250000 Penalty: 4921.173340
	Iteration 94Q: 3 clusters Score -1631422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1631424.375000 Penalty: 4921.173340
	Iteration 95Q: 3 clusters Score -1631424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1631423.375000 Penalty: 4921.173340
	Iteration 96Q: 3 clusters Score -1631423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1631424.125000 Penalty: 4921.173340
	Iteration 97Q: 3 clusters Score -1631424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1631419.875000 Penalty: 4921.173340
	Iteration 98Q: 3 clusters Score -1631420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1631423.125000 Penalty: 4921.173340
	Iteration 99Q: 3 clusters Score -1631423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1631423.000000 Penalty: 4921.173340
	Iteration 100F: 3 clusters Score -1631423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1631423.750000 Penalty: 4921.173340
	Iteration 101Q: 3 clusters Score -1631424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1631424.875000 Penalty: 4921.173340
	Iteration 102Q: 3 clusters Score -1631425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1631423.500000 Penalty: 4921.173340
	Iteration 103Q: 3 clusters Score -1631424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1631423.500000 Penalty: 4921.173340
	Iteration 104F: 3 clusters Score -1631424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144493 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 7157 members 
Mstep: Class 32 contains 120909 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78053 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Mstep: Class 78 contains 13211 members 
Entering Unmasked Estep 
Score: -150797424.000000 Penalty: 278393.843750
Splitting cluster 31 changes total score from -150798896.000000 to -150797424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (120909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Entering Unmasked Estep 
Score: -11941113.000000 Penalty: 2902.292725
	Iteration 0F: 2 clusters Score -1.194111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -11860284.000000 Penalty: 5804.585449
	Iteration 0F: 3 clusters Score -1.186028e+07 nChanged 57320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -11893522.000000 Penalty: 5804.585449
	Iteration 1F: 3 clusters Score -1.189352e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -11894519.000000 Penalty: 5804.585449
	Iteration 2Q: 3 clusters Score -1.189452e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -11895999.000000 Penalty: 5804.585449
	Iteration 3Q: 3 clusters Score -1.1896e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -11898328.000000 Penalty: 5804.585449
	Iteration 4Q: 3 clusters Score -1.189833e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -11902141.000000 Penalty: 5804.585449
	Iteration 5F: 3 clusters Score -1.190214e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -11908678.000000 Penalty: 5804.585449
	Iteration 6F: 3 clusters Score -1.190868e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -11917538.000000 Penalty: 5804.585449
	Iteration 7F: 3 clusters Score -1.191754e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -11926372.000000 Penalty: 5804.585449
	Iteration 8F: 3 clusters Score -1.192637e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113710 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -11932706.000000 Penalty: 5804.585449
	Iteration 9F: 3 clusters Score -1.193271e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11935974.000000 Penalty: 5804.585449
	Iteration 10Q: 3 clusters Score -1.193597e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11937397.000000 Penalty: 5804.585449
	Iteration 11Q: 3 clusters Score -1.19374e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11937987.000000 Penalty: 5804.585449
	Iteration 12Q: 3 clusters Score -1.193799e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11938253.000000 Penalty: 5804.585449
	Iteration 13Q: 3 clusters Score -1.193825e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120385 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11938419.000000 Penalty: 5804.585449
	Iteration 14Q: 3 clusters Score -1.193842e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11938499.000000 Penalty: 5804.585449
	Iteration 15Q: 3 clusters Score -1.19385e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11938540.000000 Penalty: 5804.585449
	Iteration 16Q: 3 clusters Score -1.193854e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120511 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11938586.000000 Penalty: 5804.585449
	Iteration 17Q: 3 clusters Score -1.193859e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11938616.000000 Penalty: 5804.585449
	Iteration 18Q: 3 clusters Score -1.193862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11938624.000000 Penalty: 5804.585449
	Iteration 19Q: 3 clusters Score -1.193862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120527 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11938643.000000 Penalty: 5804.585449
	Iteration 20F: 3 clusters Score -1.193864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120531 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11938653.000000 Penalty: 5804.585449
	Iteration 21Q: 3 clusters Score -1.193865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120533 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11938671.000000 Penalty: 5804.585449
	Iteration 22Q: 3 clusters Score -1.193867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11938693.000000 Penalty: 5804.585449
	Iteration 23Q: 3 clusters Score -1.193869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11938702.000000 Penalty: 5804.585449
	Iteration 24Q: 3 clusters Score -1.19387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11938694.000000 Penalty: 5804.585449
	Iteration 25Q: 3 clusters Score -1.193869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120553 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11938706.000000 Penalty: 5804.585449
	Iteration 26Q: 3 clusters Score -1.193871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11938707.000000 Penalty: 5804.585449
	Iteration 27Q: 3 clusters Score -1.193871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11938721.000000 Penalty: 5804.585449
	Iteration 28Q: 3 clusters Score -1.193872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11938709.000000 Penalty: 5804.585449
	Iteration 29Q: 3 clusters Score -1.193871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11938710.000000 Penalty: 5804.585449
	Iteration 30Q: 3 clusters Score -1.193871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11938704.000000 Penalty: 5804.585449
	Iteration 31Q: 3 clusters Score -1.19387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11938715.000000 Penalty: 5804.585449
	Iteration 32Q: 3 clusters Score -1.193872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120563 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -11938721.000000 Penalty: 5804.585449
	Iteration 33Q: 3 clusters Score -1.193872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11938720.000000 Penalty: 5804.585449
	Iteration 34Q: 3 clusters Score -1.193872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -11938723.000000 Penalty: 5804.585449
	Iteration 35Q: 3 clusters Score -1.193872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11938724.000000 Penalty: 5804.585449
	Iteration 36Q: 3 clusters Score -1.193872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11938720.000000 Penalty: 5804.585449
	Iteration 37Q: 3 clusters Score -1.193872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11938720.000000 Penalty: 5804.585449
	Iteration 38F: 3 clusters Score -1.193872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Entering Unmasked Estep 
Score: -10016376.000000 Penalty: 2908.008545
	Iteration 0F: 2 clusters Score -1.001638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -9933819.000000 Penalty: 5816.017090
	Iteration 0F: 3 clusters Score -9933819 nChanged 58656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -9967351.000000 Penalty: 5816.017090
	Iteration 1F: 3 clusters Score -9967351 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -9968161.000000 Penalty: 5816.017090
	Iteration 2Q: 3 clusters Score -9968161 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -9969379.000000 Penalty: 5816.017090
	Iteration 3Q: 3 clusters Score -9969379 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -9971214.000000 Penalty: 5816.017090
	Iteration 4Q: 3 clusters Score -9971214 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -9974605.000000 Penalty: 5816.017090
	Iteration 5F: 3 clusters Score -9974605 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -9980561.000000 Penalty: 5816.017090
	Iteration 6F: 3 clusters Score -9980561 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -9989772.000000 Penalty: 5816.017090
	Iteration 7F: 3 clusters Score -9989772 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -10000378.000000 Penalty: 5816.017090
	Iteration 8F: 3 clusters Score -1.000038e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117062 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -10007989.000000 Penalty: 5816.017090
	Iteration 9F: 3 clusters Score -1.000799e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10011635.000000 Penalty: 5816.017090
	Iteration 10Q: 3 clusters Score -1.001164e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10012954.000000 Penalty: 5816.017090
	Iteration 11Q: 3 clusters Score -1.001295e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10013437.000000 Penalty: 5816.017090
	Iteration 12Q: 3 clusters Score -1.001344e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10013671.000000 Penalty: 5816.017090
	Iteration 13Q: 3 clusters Score -1.001367e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123234 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10013775.000000 Penalty: 5816.017090
	Iteration 14Q: 3 clusters Score -1.001378e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123278 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10013835.000000 Penalty: 5816.017090
	Iteration 15Q: 3 clusters Score -1.001384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10013884.000000 Penalty: 5816.017090
	Iteration 16Q: 3 clusters Score -1.001388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10013897.000000 Penalty: 5816.017090
	Iteration 17Q: 3 clusters Score -1.00139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10013895.000000 Penalty: 5816.017090
	Iteration 18Q: 3 clusters Score -1.00139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10013916.000000 Penalty: 5816.017090
	Iteration 19Q: 3 clusters Score -1.001392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10013919.000000 Penalty: 5816.017090
	Iteration 20F: 3 clusters Score -1.001392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10013918.000000 Penalty: 5816.017090
	Iteration 21Q: 3 clusters Score -1.001392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10013915.000000 Penalty: 5816.017090
	Iteration 22Q: 3 clusters Score -1.001392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10013921.000000 Penalty: 5816.017090
	Iteration 23Q: 3 clusters Score -1.001392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10013921.000000 Penalty: 5816.017090
	Iteration 24Q: 3 clusters Score -1.001392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10013926.000000 Penalty: 5816.017090
	Iteration 25Q: 3 clusters Score -1.001393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10013926.000000 Penalty: 5816.017090
	Iteration 26F: 3 clusters Score -1.001393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -53512.183594 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -53512.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51871.558594 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51871.56 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52092.117188 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -52092.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52177.929688 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -52177.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52215.472656 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -52215.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52261.136719 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -52261.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52279.722656 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -52279.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52293.281250 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -52293.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52299.367188 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -52299.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52300.207031 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -52300.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52300.207031 Penalty: 3216.379150
	Iteration 9F: 3 clusters Score -52300.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -440454.406250 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440454.4 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -441540.000000 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441540 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -441742.937500 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441742.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -441852.656250 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441852.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -441918.500000 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441918.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -441964.187500 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -441964.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -441999.250000 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -441999.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -442039.750000 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442039.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -442087.468750 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442087.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -442135.625000 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442135.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -442181.250000 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442181.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -442219.937500 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442219.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -442251.281250 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442251.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -442288.031250 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -442323.625000 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442323.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -442358.718750 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442358.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -442395.750000 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442395.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -442447.031250 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -442507.750000 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442507.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -442575.593750 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442575.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -442637.656250 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442637.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -442708.718750 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442708.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -442771.781250 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442771.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -442832.156250 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442832.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -442897.000000 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -442958.343750 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442958.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -443004.687500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -443004.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -443043.531250 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -443043.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -443078.593750 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -443078.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -443127.750000 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -443127.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -443149.031250 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -443149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -443163.718750 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -443163.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -443175.781250 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -443175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -443184.531250 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -443184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -443193.656250 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -443193.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -443200.406250 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -443200.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -443210.187500 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -443210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -443218.562500 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -443218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -443224.593750 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -443224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -443232.500000 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -443232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -443235.625000 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -443235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -443240.718750 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -443240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -443242.031250 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -443242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -443245.500000 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -443245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -443248.781250 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -443248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -443254.968750 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -443255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -443256.312500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -443256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -443257.406250 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -443257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -443257.406250 Penalty: 4246.834473
	Iteration 48F: 3 clusters Score -443257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Entering Unmasked Estep 
Score: -8349162.500000 Penalty: 2793.755615
	Iteration 0F: 2 clusters Score -8349162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -8297662.500000 Penalty: 5587.511230
	Iteration 0F: 3 clusters Score -8297662 nChanged 36636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -8317972.000000 Penalty: 5587.511230
	Iteration 1F: 3 clusters Score -8317972 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -8318454.000000 Penalty: 5587.511230
	Iteration 2Q: 3 clusters Score -8318454 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8318997.500000 Penalty: 5587.511230
	Iteration 3Q: 3 clusters Score -8318998 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8319509.500000 Penalty: 5587.511230
	Iteration 4Q: 3 clusters Score -8319510 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -8320132.500000 Penalty: 5587.511230
	Iteration 5Q: 3 clusters Score -8320132 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8320800.000000 Penalty: 5587.511230
	Iteration 6Q: 3 clusters Score -8320800 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8321797.000000 Penalty: 5587.511230
	Iteration 7Q: 3 clusters Score -8321797 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -8323318.500000 Penalty: 5587.511230
	Iteration 8Q: 3 clusters Score -8323318 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -8325554.500000 Penalty: 5587.511230
	Iteration 9F: 3 clusters Score -8325554 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -8328863.000000 Penalty: 5587.511230
	Iteration 10F: 3 clusters Score -8328863 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -8332958.500000 Penalty: 5587.511230
	Iteration 11F: 3 clusters Score -8332958 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -8337368.500000 Penalty: 5587.511230
	Iteration 12F: 3 clusters Score -8337368 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -8341072.500000 Penalty: 5587.511230
	Iteration 13F: 3 clusters Score -8341072 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -8343752.000000 Penalty: 5587.511230
	Iteration 14Q: 3 clusters Score -8343752 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -8345268.000000 Penalty: 5587.511230
	Iteration 15Q: 3 clusters Score -8345268 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -8345947.000000 Penalty: 5587.511230
	Iteration 16Q: 3 clusters Score -8345947 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -8346253.500000 Penalty: 5587.511230
	Iteration 17Q: 3 clusters Score -8346254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -8346420.500000 Penalty: 5587.511230
	Iteration 18Q: 3 clusters Score -8346420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -8346484.000000 Penalty: 5587.511230
	Iteration 19Q: 3 clusters Score -8346484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -8346544.000000 Penalty: 5587.511230
	Iteration 20F: 3 clusters Score -8346544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -8346591.000000 Penalty: 5587.511230
	Iteration 21Q: 3 clusters Score -8346591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -8346618.500000 Penalty: 5587.511230
	Iteration 22Q: 3 clusters Score -8346618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -8346653.000000 Penalty: 5587.511230
	Iteration 23Q: 3 clusters Score -8346653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -8346652.500000 Penalty: 5587.511230
	Iteration 24Q: 3 clusters Score -8346652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -8346661.000000 Penalty: 5587.511230
	Iteration 25Q: 3 clusters Score -8346661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -8346667.000000 Penalty: 5587.511230
	Iteration 26Q: 3 clusters Score -8346667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -8346661.000000 Penalty: 5587.511230
	Iteration 27Q: 3 clusters Score -8346661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -8346669.500000 Penalty: 5587.511230
	Iteration 28Q: 3 clusters Score -8346670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -8346676.000000 Penalty: 5587.511230
	Iteration 29Q: 3 clusters Score -8346676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -8346673.500000 Penalty: 5587.511230
	Iteration 30Q: 3 clusters Score -8346674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -8346669.500000 Penalty: 5587.511230
	Iteration 31Q: 3 clusters Score -8346670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -8346676.500000 Penalty: 5587.511230
	Iteration 32Q: 3 clusters Score -8346676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -8346678.500000 Penalty: 5587.511230
	Iteration 33Q: 3 clusters Score -8346678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -8346680.000000 Penalty: 5587.511230
	Iteration 34Q: 3 clusters Score -8346680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -8346681.000000 Penalty: 5587.511230
	Iteration 35Q: 3 clusters Score -8346681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -8346675.000000 Penalty: 5587.511230
	Iteration 36Q: 3 clusters Score -8346675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -8346680.500000 Penalty: 5587.511230
	Iteration 37Q: 3 clusters Score -8346680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -8346688.000000 Penalty: 5587.511230
	Iteration 38Q: 3 clusters Score -8346688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -8346687.000000 Penalty: 5587.511230
	Iteration 39Q: 3 clusters Score -8346687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -8346692.500000 Penalty: 5587.511230
	Iteration 40F: 3 clusters Score -8346692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -3068729.000000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -3068729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3042647.000000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -3042647 nChanged 17452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3052097.500000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -3052098 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3052536.250000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -3052536 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3052949.250000 Penalty: 5232.430176
	Iteration 3Q: 3 clusters Score -3052949 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3053356.000000 Penalty: 5232.430176
	Iteration 4Q: 3 clusters Score -3053356 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3053779.250000 Penalty: 5232.430176
	Iteration 5Q: 3 clusters Score -3053779 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3054277.500000 Penalty: 5232.430176
	Iteration 6Q: 3 clusters Score -3054278 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3054913.250000 Penalty: 5232.430176
	Iteration 7Q: 3 clusters Score -3054913 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3055758.750000 Penalty: 5232.430176
	Iteration 8Q: 3 clusters Score -3055759 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3056921.250000 Penalty: 5232.430176
	Iteration 9Q: 3 clusters Score -3056921 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3058432.250000 Penalty: 5232.430176
	Iteration 10F: 3 clusters Score -3058432 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3060107.500000 Penalty: 5232.430176
	Iteration 11F: 3 clusters Score -3060108 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3061810.500000 Penalty: 5232.430176
	Iteration 12F: 3 clusters Score -3061810 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3063253.750000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -3063254 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3064277.000000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -3064277 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -3064997.500000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -3064998 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -3065499.750000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -3065500 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3065873.000000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -3065873 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3066081.500000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -3066082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3066246.000000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -3066246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3066336.500000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -3066336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -3066386.500000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -3066386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -3066425.750000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -3066426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -3066453.500000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -3066454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -3066485.000000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -3066485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -3066507.000000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -3066507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -3066544.500000 Penalty: 5232.430176
	Iteration 26Q: 3 clusters Score -3066544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -3066563.500000 Penalty: 5232.430176
	Iteration 27Q: 3 clusters Score -3066564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3066585.250000 Penalty: 5232.430176
	Iteration 28Q: 3 clusters Score -3066585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -3066585.000000 Penalty: 5232.430176
	Iteration 29Q: 3 clusters Score -3066585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -3066592.250000 Penalty: 5232.430176
	Iteration 30Q: 3 clusters Score -3066592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -3066602.000000 Penalty: 5232.430176
	Iteration 31Q: 3 clusters Score -3066602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -3066605.250000 Penalty: 5232.430176
	Iteration 32Q: 3 clusters Score -3066605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -3066605.250000 Penalty: 5232.430176
	Iteration 33Q: 3 clusters Score -3066605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3066606.750000 Penalty: 5232.430176
	Iteration 34Q: 3 clusters Score -3066607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -3066605.000000 Penalty: 5232.430176
	Iteration 35Q: 3 clusters Score -3066605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -3066614.750000 Penalty: 5232.430176
	Iteration 36Q: 3 clusters Score -3066615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3066616.000000 Penalty: 5232.430176
	Iteration 37Q: 3 clusters Score -3066616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -3066619.750000 Penalty: 5232.430176
	Iteration 38Q: 3 clusters Score -3066620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -3066629.500000 Penalty: 5232.430176
	Iteration 39Q: 3 clusters Score -3066630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -3066633.000000 Penalty: 5232.430176
	Iteration 40F: 3 clusters Score -3066633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3066628.750000 Penalty: 5232.430176
	Iteration 41Q: 3 clusters Score -3066629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -3066629.500000 Penalty: 5232.430176
	Iteration 42Q: 3 clusters Score -3066630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3066632.250000 Penalty: 5232.430176
	Iteration 43Q: 3 clusters Score -3066632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -3066633.500000 Penalty: 5232.430176
	Iteration 44Q: 3 clusters Score -3066634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -3066634.000000 Penalty: 5232.430176
	Iteration 45Q: 3 clusters Score -3066634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -3066634.000000 Penalty: 5232.430176
	Iteration 46Q: 3 clusters Score -3066634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -3066634.000000 Penalty: 5232.430176
	Iteration 47F: 3 clusters Score -3066634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -293928.656250 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -293928.7 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -294834.937500 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294834.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -295088.187500 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295088.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -295243.062500 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -295243.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -295345.125000 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295345.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -295421.593750 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295421.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -295482.062500 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295482.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -295547.406250 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295547.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -295618.312500 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295618.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -295679.906250 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295679.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -295740.000000 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295803.843750 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295803.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -295868.906250 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295868.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -295946.687500 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295946.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -296001.812500 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -296001.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -296050.218750 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -296050.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -296090.781250 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -296090.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -296127.906250 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -296127.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -296160.625000 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -296160.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -296194.968750 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -296195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -296224.125000 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -296224.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -296245.468750 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -296245.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -296264.218750 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -296264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -296279.125000 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -296279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -296287.625000 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -296287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -296296.281250 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -296296.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -296304.062500 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -296304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -296309.125000 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -296309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -296315.062500 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -296315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -296319.062500 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -296319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -296321.156250 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -296321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -296323.125000 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -296323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -296325.187500 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -296325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -296325.437500 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -296325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -296325.937500 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -296325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -296325.937500 Penalty: 4085.527100
	Iteration 35F: 3 clusters Score -296325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -2681179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2657883.250000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -2657883 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2666419.250000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -2666419 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2666815.000000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -2666815 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2667144.250000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -2667144 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2667453.250000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -2667453 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2667822.750000 Penalty: 5175.102539
	Iteration 5Q: 3 clusters Score -2667823 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2668206.500000 Penalty: 5175.102539
	Iteration 6Q: 3 clusters Score -2668206 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2668713.500000 Penalty: 5175.102539
	Iteration 7Q: 3 clusters Score -2668714 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2669429.500000 Penalty: 5175.102539
	Iteration 8Q: 3 clusters Score -2669430 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2670523.000000 Penalty: 5175.102539
	Iteration 9F: 3 clusters Score -2670523 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2672059.500000 Penalty: 5175.102539
	Iteration 10F: 3 clusters Score -2672060 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2673677.250000 Penalty: 5175.102539
	Iteration 11F: 3 clusters Score -2673677 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2675367.000000 Penalty: 5175.102539
	Iteration 12F: 3 clusters Score -2675367 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2676765.250000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -2676765 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2677734.250000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -2677734 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2678461.000000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -2678461 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2679042.500000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -2679042 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2679373.250000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -2679373 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2679550.000000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -2679550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2679646.500000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -2679646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2679709.000000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -2679709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2679731.250000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -2679731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2679741.500000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -2679742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2679745.500000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -2679746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2679746.250000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -2679746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2679759.500000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -2679760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2679757.500000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -2679758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2679754.500000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -2679754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2679753.250000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -2679753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2679764.000000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -2679764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2679767.000000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -2679767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2679765.500000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -2679766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2679766.000000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -2679766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2679768.500000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -2679768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2679768.500000 Penalty: 5175.102539
	Iteration 34F: 3 clusters Score -2679768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -215165.468750 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215165.5 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -215889.546875 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215889.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -216091.968750 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -216092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -216231.312500 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -216231.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -216326.218750 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -216326.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -216410.031250 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -216496.796875 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216496.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -216604.109375 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216604.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -216711.625000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216711.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -216802.250000 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216802.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -216864.359375 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -216864.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -216901.828125 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -216901.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -216936.953125 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -216937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -216973.453125 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -216973.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -217008.171875 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -217008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -217028.953125 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -217029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -217040.750000 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -217040.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -217049.031250 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -217049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -217055.125000 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -217055.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -217066.046875 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -217066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -217072.796875 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -217072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -217080.281250 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -217080.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -217088.265625 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -217088.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -217095.187500 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -217095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -217099.609375 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -217103.593750 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217103.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -217108.609375 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -217111.093750 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -217111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -217114.437500 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -217114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -217114.531250 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -217114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -217116.062500 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -217116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -217116.625000 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -217116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -217116.734375 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -217116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -217117.250000 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -217117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -217117.046875 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -217117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -217117.140625 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -217117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -217117.140625 Penalty: 3969.999512
	Iteration 36F: 3 clusters Score -217117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -169184.750000 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169184.8 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -169796.781250 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169796.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -169998.953125 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -169999 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -170169.546875 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -170169.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -170355.343750 Penalty: 3887.427002
	Iteration 4F: 3 clusters Score -170355.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -170563.062500 Penalty: 3887.427002
	Iteration 5F: 3 clusters Score -170563.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -170778.296875 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -170778.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -170978.109375 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -170978.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -171162.234375 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -171162.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -171269.218750 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -171269.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -171337.390625 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -171337.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -171366.750000 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -171366.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -171385.390625 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -171385.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -171397.468750 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -171397.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -171411.468750 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -171411.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -171427.562500 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -171427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -171445.265625 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -171445.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -171461.812500 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -171461.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -171472.453125 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -171472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -171477.562500 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -171477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -171481.546875 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -171481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -171486.937500 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -171486.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -171491.484375 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -171491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -171496.015625 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -171496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -171500.328125 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -171500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -171505.343750 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -171505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -171506.406250 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -171506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -171508.281250 Penalty: 3887.427002
	Iteration 27Q: 3 clusters Score -171508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -171509.796875 Penalty: 3887.427002
	Iteration 28Q: 3 clusters Score -171509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -171512.156250 Penalty: 3887.427002
	Iteration 29Q: 3 clusters Score -171512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -171518.078125 Penalty: 3887.427002
	Iteration 30Q: 3 clusters Score -171518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171521.890625 Penalty: 3887.427002
	Iteration 31Q: 3 clusters Score -171521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -171527.140625 Penalty: 3887.427002
	Iteration 32Q: 3 clusters Score -171527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -171530.796875 Penalty: 3887.427002
	Iteration 33Q: 3 clusters Score -171530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -171535.156250 Penalty: 3887.427002
	Iteration 34Q: 3 clusters Score -171535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171543.187500 Penalty: 3887.427002
	Iteration 35Q: 3 clusters Score -171543.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -171546.906250 Penalty: 3887.427002
	Iteration 36Q: 3 clusters Score -171546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171548.546875 Penalty: 3887.427002
	Iteration 37Q: 3 clusters Score -171548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -171548.843750 Penalty: 3887.427002
	Iteration 38Q: 3 clusters Score -171548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -171549.656250 Penalty: 3887.427002
	Iteration 39Q: 3 clusters Score -171549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -171551.140625 Penalty: 3887.427002
	Iteration 40F: 3 clusters Score -171551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -458742.125000 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458742.1 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -459986.750000 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -459986.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -460223.031250 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460223 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -460402.562500 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -460402.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -460547.750000 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460547.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -460676.187500 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460676.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -460792.000000 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -460792 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -460884.843750 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -460884.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -460953.593750 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -460953.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -461002.312500 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -461002.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -461059.781250 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -461059.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -461116.718750 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461116.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -461173.312500 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461173.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -461238.562500 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461238.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -461303.250000 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461303.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -461364.343750 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461364.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -461431.625000 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461431.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -461503.812500 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461503.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -461562.875000 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461562.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -461616.031250 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -461671.312500 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -461671.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -461718.781250 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -461718.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -461751.968750 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -461752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -461786.687500 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -461786.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -461811.781250 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -461811.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -461836.906250 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -461836.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -461856.031250 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -461856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -461869.468750 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -461869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -461881.250000 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -461881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -461896.156250 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -461896.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -461910.250000 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -461910.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -461919.281250 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -461919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -461922.437500 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -461922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -461927.437500 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -461927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -461930.937500 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -461930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -461935.500000 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -461935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -461939.562500 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -461939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -461941.968750 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -461942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -461943.000000 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -461943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -461943.000000 Penalty: 4308.050293
	Iteration 39F: 3 clusters Score -461943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -475139.500000 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475139.5 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -476576.812500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476576.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -476917.000000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -476917 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -477189.281250 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477189.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -477449.125000 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -477449.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -477699.187500 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -477699.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -477968.125000 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -477968.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -478206.625000 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -478206.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -478441.375000 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -478441.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -478685.406250 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -478685.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -478891.656250 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -478891.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -479040.625000 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -479040.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -479173.843750 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -479173.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -479291.062500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -479291.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -479389.468750 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -479389.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -479472.781250 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -479472.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -479544.656250 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -479544.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -479628.593750 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -479628.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -479672.531250 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -479672.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -479700.281250 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -479700.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -479720.031250 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -479720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -479731.750000 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -479731.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -479739.406250 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -479739.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -479743.593750 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -479743.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -479749.875000 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -479749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -479751.687500 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -479751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -479753.531250 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -479753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -479756.312500 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -479756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -479757.781250 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -479757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -479757.750000 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -479757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -479757.031250 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -479757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -479758.375000 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -479758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -479759.312500 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -479759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -479759.250000 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -479759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -479761.062500 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -479761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -479761.093750 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -479761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -479761.093750 Penalty: 4348.672363
	Iteration 36F: 3 clusters Score -479761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 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 541 members 
Entering Unmasked Estep 
Score: -67204.007812 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67204.01 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67540.335938 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67540.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -67656.726562 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67656.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67721.578125 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67721.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67759.406250 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67759.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67789.328125 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67789.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67805.984375 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67805.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67814.046875 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67814.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67825.070312 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67825.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -67835.851562 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -67835.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67845.546875 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -67845.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -67855.984375 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -67855.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67868.117188 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -67868.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67892.500000 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -67892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67928.367188 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -67928.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68005.625000 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -68005.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68059.664062 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -68059.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68080.773438 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -68080.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68111.171875 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -68111.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68142.507812 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -68142.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -68175.609375 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -68175.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68200.273438 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -68200.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68213.093750 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -68213.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68219.289062 Penalty: 3469.445801
	Iteration 23Q: 3 clusters Score -68219.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68229.343750 Penalty: 3469.445801
	Iteration 24Q: 3 clusters Score -68229.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -68240.593750 Penalty: 3469.445801
	Iteration 25Q: 3 clusters Score -68240.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -68253.398438 Penalty: 3469.445801
	Iteration 26Q: 3 clusters Score -68253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -68269.507812 Penalty: 3469.445801
	Iteration 27Q: 3 clusters Score -68269.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68280.539062 Penalty: 3469.445801
	Iteration 28Q: 3 clusters Score -68280.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68293.242188 Penalty: 3469.445801
	Iteration 29Q: 3 clusters Score -68293.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68302.554688 Penalty: 3469.445801
	Iteration 30Q: 3 clusters Score -68302.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68305.945312 Penalty: 3469.445801
	Iteration 31Q: 3 clusters Score -68305.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68310.218750 Penalty: 3469.445801
	Iteration 32Q: 3 clusters Score -68310.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -68318.023438 Penalty: 3469.445801
	Iteration 33Q: 3 clusters Score -68318.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68325.960938 Penalty: 3469.445801
	Iteration 34Q: 3 clusters Score -68325.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68329.062500 Penalty: 3469.445801
	Iteration 35Q: 3 clusters Score -68329.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -68330.570312 Penalty: 3469.445801
	Iteration 36Q: 3 clusters Score -68330.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68332.031250 Penalty: 3469.445801
	Iteration 37Q: 3 clusters Score -68332.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68332.031250 Penalty: 3469.445801
	Iteration 38F: 3 clusters Score -68332.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Entering Unmasked Estep 
Score: -10252762.000000 Penalty: 2914.930420
	Iteration 0F: 2 clusters Score -1.025276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -10167398.000000 Penalty: 5829.860840
	Iteration 0F: 3 clusters Score -1.01674e+07 nChanged 60599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -10202709.000000 Penalty: 5829.860840
	Iteration 1F: 3 clusters Score -1.020271e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -10203409.000000 Penalty: 5829.860840
	Iteration 2Q: 3 clusters Score -1.020341e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -10204266.000000 Penalty: 5829.860840
	Iteration 3Q: 3 clusters Score -1.020427e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -10205369.000000 Penalty: 5829.860840
	Iteration 4Q: 3 clusters Score -1.020537e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
Score: -10206789.000000 Penalty: 5829.860840
	Iteration 5Q: 3 clusters Score -1.020679e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -10208978.000000 Penalty: 5829.860840
	Iteration 6Q: 3 clusters Score -1.020898e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -10212284.000000 Penalty: 5829.860840
	Iteration 7Q: 3 clusters Score -1.021228e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -10217371.000000 Penalty: 5829.860840
	Iteration 8F: 3 clusters Score -1.021737e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 96025 members 
Entering Unmasked Estep 
Score: -10224626.000000 Penalty: 5829.860840
	Iteration 9F: 3 clusters Score -1.022463e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -10232596.000000 Penalty: 5829.860840
	Iteration 10F: 3 clusters Score -1.02326e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -10239382.000000 Penalty: 5829.860840
	Iteration 11F: 3 clusters Score -1.023938e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -10244255.000000 Penalty: 5829.860840
	Iteration 12Q: 3 clusters Score -1.024426e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 121726 members 
Entering Unmasked Estep 
Score: -10247144.000000 Penalty: 5829.860840
	Iteration 13Q: 3 clusters Score -1.024714e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 123710 members 
Entering Unmasked Estep 
Score: -10248807.000000 Penalty: 5829.860840
	Iteration 14Q: 3 clusters Score -1.024881e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -10249611.000000 Penalty: 5829.860840
	Iteration 15Q: 3 clusters Score -1.024961e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 125391 members 
Entering Unmasked Estep 
Score: -10250021.000000 Penalty: 5829.860840
	Iteration 16Q: 3 clusters Score -1.025002e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -10250323.000000 Penalty: 5829.860840
	Iteration 17Q: 3 clusters Score -1.025032e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 125953 members 
Entering Unmasked Estep 
Score: -10250496.000000 Penalty: 5829.860840
	Iteration 18Q: 3 clusters Score -1.02505e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 126069 members 
Entering Unmasked Estep 
Score: -10250608.000000 Penalty: 5829.860840
	Iteration 19Q: 3 clusters Score -1.025061e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -10250700.000000 Penalty: 5829.860840
	Iteration 20F: 3 clusters Score -1.02507e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -10250768.000000 Penalty: 5829.860840
	Iteration 21Q: 3 clusters Score -1.025077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 126249 members 
Entering Unmasked Estep 
Score: -10250818.000000 Penalty: 5829.860840
	Iteration 22Q: 3 clusters Score -1.025082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 126294 members 
Entering Unmasked Estep 
Score: -10250851.000000 Penalty: 5829.860840
	Iteration 23Q: 3 clusters Score -1.025085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -10250889.000000 Penalty: 5829.860840
	Iteration 24Q: 3 clusters Score -1.025089e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -10250911.000000 Penalty: 5829.860840
	Iteration 25Q: 3 clusters Score -1.025091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -10250923.000000 Penalty: 5829.860840
	Iteration 26Q: 3 clusters Score -1.025092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -10250935.000000 Penalty: 5829.860840
	Iteration 27Q: 3 clusters Score -1.025094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 126367 members 
Entering Unmasked Estep 
Score: -10250952.000000 Penalty: 5829.860840
	Iteration 28Q: 3 clusters Score -1.025095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -10250956.000000 Penalty: 5829.860840
	Iteration 29Q: 3 clusters Score -1.025096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -10250956.000000 Penalty: 5829.860840
	Iteration 30Q: 3 clusters Score -1.025096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -10250966.000000 Penalty: 5829.860840
	Iteration 31Q: 3 clusters Score -1.025097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 126381 members 
Entering Unmasked Estep 
Score: -10250963.000000 Penalty: 5829.860840
	Iteration 32Q: 3 clusters Score -1.025096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -10250963.000000 Penalty: 5829.860840
	Iteration 33Q: 3 clusters Score -1.025096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 126386 members 
Entering Unmasked Estep 
Score: -10250966.000000 Penalty: 5829.860840
	Iteration 34Q: 3 clusters Score -1.025097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 126386 members 
Entering Unmasked Estep 
Score: -10250964.000000 Penalty: 5829.860840
	Iteration 35Q: 3 clusters Score -1.025096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -10250957.000000 Penalty: 5829.860840
	Iteration 36Q: 3 clusters Score -1.025096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -10250958.000000 Penalty: 5829.860840
	Iteration 37Q: 3 clusters Score -1.025096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -10250969.000000 Penalty: 5829.860840
	Iteration 38Q: 3 clusters Score -1.025097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -10250969.000000 Penalty: 5829.860840
	Iteration 39F: 3 clusters Score -1.025097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -104504.171875 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104504.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105083.226562 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -105083.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105354.539062 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105354.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -105504.804688 Penalty: 3685.336670
	Iteration 3F: 3 clusters Score -105504.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105617.226562 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -105617.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105690.820312 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105690.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105731.914062 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105731.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105747.992188 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105759.234375 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105773.132812 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -105793.351562 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -105804.492188 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105816.148438 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -105824.203125 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -105829.296875 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105832.484375 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105834.468750 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -105836.343750 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -105836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -105841.343750 Penalty: 3685.336670
	Iteration 18Q: 3 clusters Score -105841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -105842.789062 Penalty: 3685.336670
	Iteration 19Q: 3 clusters Score -105842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105848.484375 Penalty: 3685.336670
	Iteration 20F: 3 clusters Score -105848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -105849.109375 Penalty: 3685.336670
	Iteration 21Q: 3 clusters Score -105849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -105849.109375 Penalty: 3685.336670
	Iteration 22F: 3 clusters Score -105849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1517208.625000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517209 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1522456.125000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522456 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1523043.875000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1523044 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1523614.500000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -1523614 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1524175.000000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -1524175 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1524785.875000 Penalty: 4931.321289
	Iteration 5F: 3 clusters Score -1524786 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1525364.250000 Penalty: 4931.321289
	Iteration 6F: 3 clusters Score -1525364 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1525829.500000 Penalty: 4931.321289
	Iteration 7Q: 3 clusters Score -1525830 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1526175.500000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -1526176 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1526450.625000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1526451 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1526646.875000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1526647 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1526790.125000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1526790 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1526913.125000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1526913 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1527025.000000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1527025 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1527121.875000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1527122 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1527220.250000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1527220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1527316.375000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1527316 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1527419.875000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1527420 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1527560.125000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1527560 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1527723.250000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1527723 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1527925.625000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1527926 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1528169.000000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1528169 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1528441.625000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1528442 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1528752.000000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1528752 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1529086.000000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1529086 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1529409.750000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1529410 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1529680.625000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1529681 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1529934.500000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1529934 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1530110.625000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530111 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1530216.375000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1530304.500000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530304 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1530363.375000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -1530363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1530399.000000 Penalty: 4931.321289
	Iteration 32Q: 3 clusters Score -1530399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1530427.000000 Penalty: 4931.321289
	Iteration 33Q: 3 clusters Score -1530427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1530439.125000 Penalty: 4931.321289
	Iteration 34Q: 3 clusters Score -1530439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1530448.500000 Penalty: 4931.321289
	Iteration 35Q: 3 clusters Score -1530448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1530455.875000 Penalty: 4931.321289
	Iteration 36Q: 3 clusters Score -1530456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1530469.250000 Penalty: 4931.321289
	Iteration 37Q: 3 clusters Score -1530469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1530483.750000 Penalty: 4931.321289
	Iteration 38Q: 3 clusters Score -1530484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -1530491.875000 Penalty: 4931.321289
	Iteration 39Q: 3 clusters Score -1530492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1530500.000000 Penalty: 4931.321289
	Iteration 40F: 3 clusters Score -1530500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1530503.875000 Penalty: 4931.321289
	Iteration 41Q: 3 clusters Score -1530504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1530510.250000 Penalty: 4931.321289
	Iteration 42Q: 3 clusters Score -1530510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1530510.375000 Penalty: 4931.321289
	Iteration 43Q: 3 clusters Score -1530510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1530513.000000 Penalty: 4931.321289
	Iteration 44Q: 3 clusters Score -1530513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -1530510.500000 Penalty: 4931.321289
	Iteration 45Q: 3 clusters Score -1530510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1530512.500000 Penalty: 4931.321289
	Iteration 46Q: 3 clusters Score -1530512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -1530514.875000 Penalty: 4931.321289
	Iteration 47Q: 3 clusters Score -1530515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1530514.000000 Penalty: 4931.321289
	Iteration 48Q: 3 clusters Score -1530514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1530515.375000 Penalty: 4931.321289
	Iteration 49Q: 3 clusters Score -1530515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1530515.375000 Penalty: 4931.321289
	Iteration 50F: 3 clusters Score -1530515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -524704.875000 Penalty: 2139.792969
	Iteration 0F: 2 clusters Score -524704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -519786.781250 Penalty: 4279.585938
	Iteration 0F: 3 clusters Score -519786.8 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -521042.687500 Penalty: 4279.585938
	Iteration 1F: 3 clusters Score -521042.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -521298.125000 Penalty: 4279.585938
	Iteration 2F: 3 clusters Score -521298.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -521498.312500 Penalty: 4279.585938
	Iteration 3F: 3 clusters Score -521498.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -521627.531250 Penalty: 4279.585938
	Iteration 4Q: 3 clusters Score -521627.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -521725.906250 Penalty: 4279.585938
	Iteration 5Q: 3 clusters Score -521725.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -521815.000000 Penalty: 4279.585938
	Iteration 6Q: 3 clusters Score -521815 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -521892.406250 Penalty: 4279.585938
	Iteration 7Q: 3 clusters Score -521892.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -521961.531250 Penalty: 4279.585938
	Iteration 8Q: 3 clusters Score -521961.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -522024.437500 Penalty: 4279.585938
	Iteration 9Q: 3 clusters Score -522024.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -522093.312500 Penalty: 4279.585938
	Iteration 10Q: 3 clusters Score -522093.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -522172.656250 Penalty: 4279.585938
	Iteration 11Q: 3 clusters Score -522172.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -522258.375000 Penalty: 4279.585938
	Iteration 12Q: 3 clusters Score -522258.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -522340.437500 Penalty: 4279.585938
	Iteration 13Q: 3 clusters Score -522340.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -522407.250000 Penalty: 4279.585938
	Iteration 14Q: 3 clusters Score -522407.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -522476.000000 Penalty: 4279.585938
	Iteration 15Q: 3 clusters Score -522476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -522540.968750 Penalty: 4279.585938
	Iteration 16Q: 3 clusters Score -522541 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -522591.593750 Penalty: 4279.585938
	Iteration 17Q: 3 clusters Score -522591.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -522639.500000 Penalty: 4279.585938
	Iteration 18Q: 3 clusters Score -522639.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -522678.406250 Penalty: 4279.585938
	Iteration 19Q: 3 clusters Score -522678.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -522709.031250 Penalty: 4279.585938
	Iteration 20F: 3 clusters Score -522709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -522734.125000 Penalty: 4279.585938
	Iteration 21Q: 3 clusters Score -522734.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -522761.593750 Penalty: 4279.585938
	Iteration 22Q: 3 clusters Score -522761.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -522789.843750 Penalty: 4279.585938
	Iteration 23Q: 3 clusters Score -522789.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -522820.343750 Penalty: 4279.585938
	Iteration 24Q: 3 clusters Score -522820.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -522847.281250 Penalty: 4279.585938
	Iteration 25Q: 3 clusters Score -522847.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -522867.812500 Penalty: 4279.585938
	Iteration 26Q: 3 clusters Score -522867.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -522889.062500 Penalty: 4279.585938
	Iteration 27Q: 3 clusters Score -522889.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -522908.937500 Penalty: 4279.585938
	Iteration 28Q: 3 clusters Score -522908.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -522922.562500 Penalty: 4279.585938
	Iteration 29Q: 3 clusters Score -522922.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -522938.281250 Penalty: 4279.585938
	Iteration 30Q: 3 clusters Score -522938.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -522955.906250 Penalty: 4279.585938
	Iteration 31Q: 3 clusters Score -522955.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -522970.468750 Penalty: 4279.585938
	Iteration 32Q: 3 clusters Score -522970.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -522981.031250 Penalty: 4279.585938
	Iteration 33Q: 3 clusters Score -522981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -522990.031250 Penalty: 4279.585938
	Iteration 34Q: 3 clusters Score -522990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -522999.968750 Penalty: 4279.585938
	Iteration 35Q: 3 clusters Score -523000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -523007.718750 Penalty: 4279.585938
	Iteration 36Q: 3 clusters Score -523007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -523009.437500 Penalty: 4279.585938
	Iteration 37Q: 3 clusters Score -523009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -523012.093750 Penalty: 4279.585938
	Iteration 38Q: 3 clusters Score -523012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -523013.656250 Penalty: 4279.585938
	Iteration 39Q: 3 clusters Score -523013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -523016.718750 Penalty: 4279.585938
	Iteration 40F: 3 clusters Score -523016.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -523020.843750 Penalty: 4279.585938
	Iteration 41Q: 3 clusters Score -523020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -523024.968750 Penalty: 4279.585938
	Iteration 42Q: 3 clusters Score -523025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -523026.406250 Penalty: 4279.585938
	Iteration 43Q: 3 clusters Score -523026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -523029.593750 Penalty: 4279.585938
	Iteration 44Q: 3 clusters Score -523029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -523031.968750 Penalty: 4279.585938
	Iteration 45Q: 3 clusters Score -523032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -523033.375000 Penalty: 4279.585938
	Iteration 46Q: 3 clusters Score -523033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -523037.000000 Penalty: 4279.585938
	Iteration 47Q: 3 clusters Score -523037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -523039.843750 Penalty: 4279.585938
	Iteration 48Q: 3 clusters Score -523039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -523042.750000 Penalty: 4279.585938
	Iteration 49Q: 3 clusters Score -523042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -523045.156250 Penalty: 4279.585938
	Iteration 50Q: 3 clusters Score -523045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -523046.750000 Penalty: 4279.585938
	Iteration 51Q: 3 clusters Score -523046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -523047.531250 Penalty: 4279.585938
	Iteration 52Q: 3 clusters Score -523047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -523048.968750 Penalty: 4279.585938
	Iteration 53Q: 3 clusters Score -523049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -523048.968750 Penalty: 4279.585938
	Iteration 54F: 3 clusters Score -523049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -378558.781250 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378558.8 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -379655.781250 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379655.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -379914.156250 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379914.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -380060.593750 Penalty: 4198.668457
	Iteration 3F: 3 clusters Score -380060.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -380165.843750 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -380165.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -380248.656250 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -380248.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -380324.000000 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -380324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -380388.281250 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380388.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -380448.968750 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380449 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -380498.000000 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -380533.187500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380533.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -380565.937500 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380565.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -380606.875000 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380606.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -380638.687500 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380638.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -380666.437500 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380666.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -380695.343750 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380695.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -380721.812500 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -380746.812500 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380746.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -380766.843750 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380766.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -380782.406250 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380782.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -380796.625000 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380796.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -380809.468750 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380809.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -380816.750000 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380816.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -380826.750000 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380826.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -380835.718750 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380835.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -380845.625000 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380845.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -380855.562500 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380855.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -380862.656250 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380862.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -380872.718750 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -380872.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -380883.718750 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -380883.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -380890.031250 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -380890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -380897.593750 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -380897.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -380904.812500 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -380904.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -380911.093750 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -380911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -380915.531250 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -380915.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -380921.062500 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -380921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -380927.562500 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -380927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -380934.562500 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -380934.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -380944.156250 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -380944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -380952.500000 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -380952.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -380959.093750 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -380959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -380967.750000 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -380967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -380977.468750 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -380977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -380982.656250 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -380982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -380987.312500 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -380987.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -380992.718750 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -380992.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -380999.937500 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -380999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -381004.281250 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -381004.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -381010.062500 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -381010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -381014.343750 Penalty: 4198.668457
	Iteration 49Q: 3 clusters Score -381014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -381017.500000 Penalty: 4198.668457
	Iteration 50Q: 3 clusters Score -381017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -381021.093750 Penalty: 4198.668457
	Iteration 51Q: 3 clusters Score -381021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -381023.031250 Penalty: 4198.668457
	Iteration 52Q: 3 clusters Score -381023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -381027.750000 Penalty: 4198.668457
	Iteration 53Q: 3 clusters Score -381027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -381031.468750 Penalty: 4198.668457
	Iteration 54Q: 3 clusters Score -381031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -381036.406250 Penalty: 4198.668457
	Iteration 55Q: 3 clusters Score -381036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -381040.156250 Penalty: 4198.668457
	Iteration 56Q: 3 clusters Score -381040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -381040.281250 Penalty: 4198.668457
	Iteration 57Q: 3 clusters Score -381040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -381040.281250 Penalty: 4198.668457
	Iteration 58F: 3 clusters Score -381040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -668448.312500 Penalty: 2182.054199
	Iteration 0F: 2 clusters Score -668448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -662922.500000 Penalty: 4364.108398
	Iteration 0F: 3 clusters Score -662922.5 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -664394.500000 Penalty: 4364.108398
	Iteration 1F: 3 clusters Score -664394.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -664689.250000 Penalty: 4364.108398
	Iteration 2F: 3 clusters Score -664689.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -664901.062500 Penalty: 4364.108398
	Iteration 3F: 3 clusters Score -664901.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -665059.750000 Penalty: 4364.108398
	Iteration 4Q: 3 clusters Score -665059.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -665170.250000 Penalty: 4364.108398
	Iteration 5Q: 3 clusters Score -665170.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -665285.250000 Penalty: 4364.108398
	Iteration 6Q: 3 clusters Score -665285.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -665408.500000 Penalty: 4364.108398
	Iteration 7Q: 3 clusters Score -665408.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -665542.750000 Penalty: 4364.108398
	Iteration 8Q: 3 clusters Score -665542.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -665694.750000 Penalty: 4364.108398
	Iteration 9Q: 3 clusters Score -665694.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -665860.000000 Penalty: 4364.108398
	Iteration 10Q: 3 clusters Score -665860 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -666018.375000 Penalty: 4364.108398
	Iteration 11Q: 3 clusters Score -666018.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -666201.625000 Penalty: 4364.108398
	Iteration 12Q: 3 clusters Score -666201.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -666380.437500 Penalty: 4364.108398
	Iteration 13Q: 3 clusters Score -666380.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -666557.000000 Penalty: 4364.108398
	Iteration 14Q: 3 clusters Score -666557 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -666666.187500 Penalty: 4364.108398
	Iteration 15Q: 3 clusters Score -666666.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -666734.437500 Penalty: 4364.108398
	Iteration 16Q: 3 clusters Score -666734.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -666780.000000 Penalty: 4364.108398
	Iteration 17Q: 3 clusters Score -666780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -666817.000000 Penalty: 4364.108398
	Iteration 18Q: 3 clusters Score -666817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -666840.687500 Penalty: 4364.108398
	Iteration 19Q: 3 clusters Score -666840.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -666859.812500 Penalty: 4364.108398
	Iteration 20F: 3 clusters Score -666859.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -666875.187500 Penalty: 4364.108398
	Iteration 21Q: 3 clusters Score -666875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -666884.937500 Penalty: 4364.108398
	Iteration 22Q: 3 clusters Score -666884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -666886.750000 Penalty: 4364.108398
	Iteration 23Q: 3 clusters Score -666886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -666893.437500 Penalty: 4364.108398
	Iteration 24Q: 3 clusters Score -666893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -666896.250000 Penalty: 4364.108398
	Iteration 25Q: 3 clusters Score -666896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -666902.375000 Penalty: 4364.108398
	Iteration 26Q: 3 clusters Score -666902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -666907.375000 Penalty: 4364.108398
	Iteration 27Q: 3 clusters Score -666907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -666910.312500 Penalty: 4364.108398
	Iteration 28Q: 3 clusters Score -666910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -666911.750000 Penalty: 4364.108398
	Iteration 29Q: 3 clusters Score -666911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -666911.750000 Penalty: 4364.108398
	Iteration 30F: 3 clusters Score -666911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1331679.500000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331680 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1335930.875000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335931 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1336610.000000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1336610 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1337373.375000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1337373 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1338294.250000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -1338294 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1339341.000000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -1339341 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1340293.625000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1340294 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1341002.500000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1341002 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1341449.250000 Penalty: 4831.899414
	Iteration 8Q: 3 clusters Score -1341449 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1341793.875000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -1341794 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1342152.125000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1342152 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1342560.375000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1342560 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1342907.250000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1342907 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1343118.500000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1343118 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1343228.125000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1343228 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1343292.375000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1343292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1343321.625000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1343322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1343333.125000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1343333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1343340.625000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1343341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1343343.250000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1343343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1343343.500000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1343344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1343345.000000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1343345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1343348.000000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1343348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1343348.750000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1343349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1343348.625000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1343349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1343351.875000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1343352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343356.750000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1343357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1343354.125000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1343354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1343353.625000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1343354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1343353.625000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1343354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1343353.250000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1343353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1343353.000000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1343353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1343356.750000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1343357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1343354.125000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1343354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1343356.125000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1343356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343357.375000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1343357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1343354.250000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1343354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343354.125000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1343354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1343354.625000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1343355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343354.625000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1343355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1343352.875000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1343353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1343354.000000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1343354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1343351.875000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1343352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1343354.500000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1343354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1343357.625000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1343358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343358.625000 Penalty: 4831.899414
	Iteration 45Q: 3 clusters Score -1343359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343357.125000 Penalty: 4831.899414
	Iteration 46Q: 3 clusters Score -1343357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1343357.125000 Penalty: 4831.899414
	Iteration 47F: 3 clusters Score -1343357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17498.707031 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17498.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17653.732422 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17653.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17685.402344 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17693.958984 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17693.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17693.958984 Penalty: 2838.898193
	Iteration 4F: 3 clusters Score -17693.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -422711.406250 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422711.4 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -423892.343750 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423892.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -424159.156250 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424159.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -424339.468750 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424339.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -424507.281250 Penalty: 4270.356934
	Iteration 4Q: 3 clusters Score -424507.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -424677.937500 Penalty: 4270.356934
	Iteration 5Q: 3 clusters Score -424677.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -424844.562500 Penalty: 4270.356934
	Iteration 6Q: 3 clusters Score -424844.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -424999.625000 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -424999.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -425131.843750 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425131.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -425245.500000 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -425245.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -425331.718750 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -425331.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -425392.531250 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -425392.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -425438.093750 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -425438.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -425473.687500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -425473.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -425505.968750 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -425506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -425529.187500 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -425529.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -425544.750000 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -425544.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -425554.187500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -425554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -425558.843750 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -425558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -425562.281250 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -425562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -425564.843750 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -425564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -425569.156250 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -425569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -425574.656250 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -425574.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -425581.281250 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -425581.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -425595.406250 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -425595.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -425603.406250 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -425603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -425612.000000 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -425612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -425617.468750 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -425617.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -425622.562500 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -425622.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -425627.718750 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -425627.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -425631.906250 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -425631.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -425636.093750 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -425636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -425639.343750 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -425639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -425641.281250 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -425641.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -425643.437500 Penalty: 4270.356934
	Iteration 34Q: 3 clusters Score -425643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -425643.218750 Penalty: 4270.356934
	Iteration 35Q: 3 clusters Score -425643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -425644.062500 Penalty: 4270.356934
	Iteration 36Q: 3 clusters Score -425644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -425645.343750 Penalty: 4270.356934
	Iteration 37Q: 3 clusters Score -425645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -425646.281250 Penalty: 4270.356934
	Iteration 38Q: 3 clusters Score -425646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -425646.812500 Penalty: 4270.356934
	Iteration 39Q: 3 clusters Score -425646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -425646.812500 Penalty: 4270.356934
	Iteration 40F: 3 clusters Score -425646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -144262.218750 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144262.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144743.281250 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144743.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -144911.265625 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -144911.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -145017.609375 Penalty: 3752.633545
	Iteration 3F: 3 clusters Score -145017.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -145076.562500 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -145076.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -145128.500000 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -145128.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -145157.546875 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -145173.125000 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -145180.312500 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -145184.484375 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -145188.484375 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -145189.828125 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -145190.265625 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -145190.578125 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -145190.578125 Penalty: 3752.633545
	Iteration 14F: 3 clusters Score -145190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -380557.781250 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380557.8 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -381680.468750 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381680.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -381972.375000 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381972.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -382228.093750 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382228.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -382451.812500 Penalty: 4215.518555
	Iteration 4F: 3 clusters Score -382451.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -382671.343750 Penalty: 4215.518555
	Iteration 5F: 3 clusters Score -382671.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -382904.750000 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -382904.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -383166.625000 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -383166.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -383407.875000 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -383407.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -383578.062500 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -383578.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -383683.625000 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383683.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -383765.781250 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383765.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -383827.593750 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383827.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -383858.093750 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383858.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -383883.531250 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -383883.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -383897.000000 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -383897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -383904.625000 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -383904.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -383908.250000 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -383908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -383913.812500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -383913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -383920.250000 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -383920.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -383926.093750 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -383926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -383928.468750 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -383928.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -383930.625000 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -383930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -383931.937500 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -383931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -383933.343750 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -383933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -383935.156250 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -383935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -383937.000000 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -383937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -383937.656250 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -383937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -383939.781250 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -383939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -383941.187500 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -383941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -383943.750000 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -383943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -383944.281250 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -383944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -383946.156250 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -383946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -383949.250000 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -383949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -383952.250000 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -383952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -383955.906250 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -383955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -383959.343750 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -383959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -383963.437500 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -383963.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -383967.812500 Penalty: 4215.518555
	Iteration 38Q: 3 clusters Score -383967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -383970.562500 Penalty: 4215.518555
	Iteration 39Q: 3 clusters Score -383970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -383972.468750 Penalty: 4215.518555
	Iteration 40F: 3 clusters Score -383972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -383975.281250 Penalty: 4215.518555
	Iteration 41Q: 3 clusters Score -383975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -383981.000000 Penalty: 4215.518555
	Iteration 42Q: 3 clusters Score -383981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -383991.125000 Penalty: 4215.518555
	Iteration 43Q: 3 clusters Score -383991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -384006.343750 Penalty: 4215.518555
	Iteration 44Q: 3 clusters Score -384006.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -384023.031250 Penalty: 4215.518555
	Iteration 45Q: 3 clusters Score -384023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -384039.000000 Penalty: 4215.518555
	Iteration 46Q: 3 clusters Score -384039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -384055.125000 Penalty: 4215.518555
	Iteration 47Q: 3 clusters Score -384055.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -384066.906250 Penalty: 4215.518555
	Iteration 48Q: 3 clusters Score -384066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -384074.500000 Penalty: 4215.518555
	Iteration 49Q: 3 clusters Score -384074.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -384079.218750 Penalty: 4215.518555
	Iteration 50Q: 3 clusters Score -384079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -384083.156250 Penalty: 4215.518555
	Iteration 51Q: 3 clusters Score -384083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -384086.687500 Penalty: 4215.518555
	Iteration 52Q: 3 clusters Score -384086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -384087.718750 Penalty: 4215.518555
	Iteration 53Q: 3 clusters Score -384087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -384089.531250 Penalty: 4215.518555
	Iteration 54Q: 3 clusters Score -384089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -384090.875000 Penalty: 4215.518555
	Iteration 55Q: 3 clusters Score -384090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -384090.343750 Penalty: 4215.518555
	Iteration 56Q: 3 clusters Score -384090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -384090.968750 Penalty: 4215.518555
	Iteration 57Q: 3 clusters Score -384091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -384090.968750 Penalty: 4215.518555
	Iteration 58F: 3 clusters Score -384091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104031.085938 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104031.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104381.093750 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104381.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104468.609375 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104468.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104525.507812 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104525.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -104561.046875 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -104590.703125 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104590.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104604.679688 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104604.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104620.671875 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104636.390625 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104636.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -104645.562500 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104645.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -104647.585938 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -104647.585938 Penalty: 3589.937988
	Iteration 11F: 3 clusters Score -104647.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133454.890625 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -133454.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -131321.484375 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -131321.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -131861.796875 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -131861.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -132104.703125 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -132104.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -132223.296875 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -132223.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132297.000000 Penalty: 3591.362305
	Iteration 4Q: 3 clusters Score -132297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -132358.937500 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -132358.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -132407.281250 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -132407.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132467.375000 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -132467.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132534.187500 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -132534.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -132584.625000 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -132584.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -132647.734375 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -132647.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132694.875000 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -132694.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132724.828125 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -132724.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132741.921875 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -132741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132748.546875 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -132748.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -132759.546875 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -132759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -132778.265625 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -132778.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132801.968750 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -132802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -132816.140625 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -132816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -132831.390625 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -132831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -132838.062500 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -132838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132842.218750 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -132842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132845.890625 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -132845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132846.656250 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -132846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132846.656250 Penalty: 3591.362305
	Iteration 24F: 3 clusters Score -132846.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -507131.937500 Penalty: 2131.946533
	Iteration 0F: 2 clusters Score -507131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -502343.250000 Penalty: 4263.893066
	Iteration 0F: 3 clusters Score -502343.2 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -503683.437500 Penalty: 4263.893066
	Iteration 1F: 3 clusters Score -503683.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -504067.406250 Penalty: 4263.893066
	Iteration 2F: 3 clusters Score -504067.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -504308.218750 Penalty: 4263.893066
	Iteration 3F: 3 clusters Score -504308.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -504496.812500 Penalty: 4263.893066
	Iteration 4F: 3 clusters Score -504496.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -504646.687500 Penalty: 4263.893066
	Iteration 5Q: 3 clusters Score -504646.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -504807.406250 Penalty: 4263.893066
	Iteration 6Q: 3 clusters Score -504807.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -504942.093750 Penalty: 4263.893066
	Iteration 7Q: 3 clusters Score -504942.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -505070.218750 Penalty: 4263.893066
	Iteration 8Q: 3 clusters Score -505070.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -505177.593750 Penalty: 4263.893066
	Iteration 9Q: 3 clusters Score -505177.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -505272.656250 Penalty: 4263.893066
	Iteration 10Q: 3 clusters Score -505272.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -505358.281250 Penalty: 4263.893066
	Iteration 11Q: 3 clusters Score -505358.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -505435.437500 Penalty: 4263.893066
	Iteration 12Q: 3 clusters Score -505435.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -505512.093750 Penalty: 4263.893066
	Iteration 13Q: 3 clusters Score -505512.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -505582.437500 Penalty: 4263.893066
	Iteration 14Q: 3 clusters Score -505582.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -505643.906250 Penalty: 4263.893066
	Iteration 15Q: 3 clusters Score -505643.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -505693.187500 Penalty: 4263.893066
	Iteration 16Q: 3 clusters Score -505693.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -505731.406250 Penalty: 4263.893066
	Iteration 17Q: 3 clusters Score -505731.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -505779.343750 Penalty: 4263.893066
	Iteration 18Q: 3 clusters Score -505779.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -505816.625000 Penalty: 4263.893066
	Iteration 19Q: 3 clusters Score -505816.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -505846.500000 Penalty: 4263.893066
	Iteration 20F: 3 clusters Score -505846.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -505863.125000 Penalty: 4263.893066
	Iteration 21Q: 3 clusters Score -505863.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -505877.343750 Penalty: 4263.893066
	Iteration 22Q: 3 clusters Score -505877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -505886.062500 Penalty: 4263.893066
	Iteration 23Q: 3 clusters Score -505886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -505890.968750 Penalty: 4263.893066
	Iteration 24Q: 3 clusters Score -505891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -505899.031250 Penalty: 4263.893066
	Iteration 25Q: 3 clusters Score -505899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -505899.812500 Penalty: 4263.893066
	Iteration 26Q: 3 clusters Score -505899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -505899.812500 Penalty: 4263.893066
	Iteration 27F: 3 clusters Score -505899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -43695.941406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -43695.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42185.179688 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -42185.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42364.050781 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -42364.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42426.667969 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -42426.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42449.375000 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -42449.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42466.343750 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -42466.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42467.839844 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -42467.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42468.554688 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -42468.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42468.554688 Penalty: 3076.457764
	Iteration 7F: 3 clusters Score -42468.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (99361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Entering Unmasked Estep 
Score: -10490416.000000 Penalty: 2853.615723
	Iteration 0F: 2 clusters Score -1.049042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -10425433.000000 Penalty: 5707.231445
	Iteration 0F: 3 clusters Score -1.042543e+07 nChanged 47198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -10452217.000000 Penalty: 5707.231445
	Iteration 1F: 3 clusters Score -1.045222e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -10453386.000000 Penalty: 5707.231445
	Iteration 2Q: 3 clusters Score -1.045339e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -10454922.000000 Penalty: 5707.231445
	Iteration 3Q: 3 clusters Score -1.045492e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -10457692.000000 Penalty: 5707.231445
	Iteration 4F: 3 clusters Score -1.045769e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -10462429.000000 Penalty: 5707.231445
	Iteration 5F: 3 clusters Score -1.046243e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -10469319.000000 Penalty: 5707.231445
	Iteration 6F: 3 clusters Score -1.046932e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -10476883.000000 Penalty: 5707.231445
	Iteration 7F: 3 clusters Score -1.047688e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -10482625.000000 Penalty: 5707.231445
	Iteration 8F: 3 clusters Score -1.048262e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10485828.000000 Penalty: 5707.231445
	Iteration 9Q: 3 clusters Score -1.048583e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10487126.000000 Penalty: 5707.231445
	Iteration 10Q: 3 clusters Score -1.048713e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10487617.000000 Penalty: 5707.231445
	Iteration 11Q: 3 clusters Score -1.048762e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10487895.000000 Penalty: 5707.231445
	Iteration 12Q: 3 clusters Score -1.04879e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10488028.000000 Penalty: 5707.231445
	Iteration 13Q: 3 clusters Score -1.048803e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10488116.000000 Penalty: 5707.231445
	Iteration 14Q: 3 clusters Score -1.048812e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10488161.000000 Penalty: 5707.231445
	Iteration 15Q: 3 clusters Score -1.048816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10488195.000000 Penalty: 5707.231445
	Iteration 16Q: 3 clusters Score -1.04882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10488212.000000 Penalty: 5707.231445
	Iteration 17Q: 3 clusters Score -1.048821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10488222.000000 Penalty: 5707.231445
	Iteration 18Q: 3 clusters Score -1.048822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10488228.000000 Penalty: 5707.231445
	Iteration 19Q: 3 clusters Score -1.048823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10488236.000000 Penalty: 5707.231445
	Iteration 20F: 3 clusters Score -1.048824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10488246.000000 Penalty: 5707.231445
	Iteration 21Q: 3 clusters Score -1.048825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10488249.000000 Penalty: 5707.231445
	Iteration 22Q: 3 clusters Score -1.048825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10488253.000000 Penalty: 5707.231445
	Iteration 23Q: 3 clusters Score -1.048825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10488265.000000 Penalty: 5707.231445
	Iteration 24Q: 3 clusters Score -1.048826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98728 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10488271.000000 Penalty: 5707.231445
	Iteration 25Q: 3 clusters Score -1.048827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10488266.000000 Penalty: 5707.231445
	Iteration 26Q: 3 clusters Score -1.048827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10488265.000000 Penalty: 5707.231445
	Iteration 27Q: 3 clusters Score -1.048826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10488273.000000 Penalty: 5707.231445
	Iteration 28Q: 3 clusters Score -1.048827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10488267.000000 Penalty: 5707.231445
	Iteration 29Q: 3 clusters Score -1.048827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10488264.000000 Penalty: 5707.231445
	Iteration 30Q: 3 clusters Score -1.048826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10488264.000000 Penalty: 5707.231445
	Iteration 31F: 3 clusters Score -1.048826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1258722.000000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258722 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1262654.375000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262654 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1263103.375000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263103 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1263521.375000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1263521 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1264015.000000 Penalty: 4805.710449
	Iteration 4Q: 3 clusters Score -1264015 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1264611.125000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1264611 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1265102.000000 Penalty: 4805.710449
	Iteration 6Q: 3 clusters Score -1265102 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1265495.125000 Penalty: 4805.710449
	Iteration 7Q: 3 clusters Score -1265495 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1265866.875000 Penalty: 4805.710449
	Iteration 8Q: 3 clusters Score -1265867 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1266250.625000 Penalty: 4805.710449
	Iteration 9Q: 3 clusters Score -1266251 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1266619.375000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1266619 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1266977.750000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1266978 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1267288.000000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1267288 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1267542.750000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1267543 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1267715.125000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1267715 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1267821.000000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1267821 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1267900.500000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1267900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1267961.250000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1267961 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1268016.625000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1268017 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1268064.750000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1268065 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1268115.250000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1268115 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1268159.000000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1268159 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1268195.625000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1268196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1268224.625000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1268225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1268257.875000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1268258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1268291.125000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1268291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1268320.625000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1268321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1268355.375000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1268355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1268392.125000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1268392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1268423.750000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1268424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1268452.625000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1268453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1268475.625000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1268476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1268499.000000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1268499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1268509.125000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1268509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1268523.875000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1268524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1268534.000000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1268534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1268536.500000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1268536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1268540.000000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1268540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1268544.250000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1268544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1268549.875000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1268550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1268553.750000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1268554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1268558.250000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1268558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1268569.000000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1268569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1268576.250000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1268576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1268589.750000 Penalty: 4805.710449
	Iteration 44Q: 3 clusters Score -1268590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1268590.625000 Penalty: 4805.710449
	Iteration 45Q: 3 clusters Score -1268591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1268596.625000 Penalty: 4805.710449
	Iteration 46Q: 3 clusters Score -1268597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1268604.875000 Penalty: 4805.710449
	Iteration 47Q: 3 clusters Score -1268605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1268614.375000 Penalty: 4805.710449
	Iteration 48Q: 3 clusters Score -1268614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1268618.500000 Penalty: 4805.710449
	Iteration 49Q: 3 clusters Score -1268618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1268623.750000 Penalty: 4805.710449
	Iteration 50Q: 3 clusters Score -1268624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1268626.000000 Penalty: 4805.710449
	Iteration 51Q: 3 clusters Score -1268626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1268633.375000 Penalty: 4805.710449
	Iteration 52Q: 3 clusters Score -1268633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1268639.125000 Penalty: 4805.710449
	Iteration 53Q: 3 clusters Score -1268639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1268641.250000 Penalty: 4805.710449
	Iteration 54Q: 3 clusters Score -1268641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1268645.875000 Penalty: 4805.710449
	Iteration 55Q: 3 clusters Score -1268646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1268650.625000 Penalty: 4805.710449
	Iteration 56Q: 3 clusters Score -1268651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1268657.000000 Penalty: 4805.710449
	Iteration 57Q: 3 clusters Score -1268657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1268664.875000 Penalty: 4805.710449
	Iteration 58Q: 3 clusters Score -1268665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1268668.750000 Penalty: 4805.710449
	Iteration 59Q: 3 clusters Score -1268669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1268670.875000 Penalty: 4805.710449
	Iteration 60F: 3 clusters Score -1268671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1268673.375000 Penalty: 4805.710449
	Iteration 61Q: 3 clusters Score -1268673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1268677.375000 Penalty: 4805.710449
	Iteration 62Q: 3 clusters Score -1268677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1268680.125000 Penalty: 4805.710449
	Iteration 63Q: 3 clusters Score -1268680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1268685.125000 Penalty: 4805.710449
	Iteration 64Q: 3 clusters Score -1268685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1268689.625000 Penalty: 4805.710449
	Iteration 65Q: 3 clusters Score -1268690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1268691.750000 Penalty: 4805.710449
	Iteration 66Q: 3 clusters Score -1268692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1268694.250000 Penalty: 4805.710449
	Iteration 67Q: 3 clusters Score -1268694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1268700.500000 Penalty: 4805.710449
	Iteration 68Q: 3 clusters Score -1268700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1268704.000000 Penalty: 4805.710449
	Iteration 69Q: 3 clusters Score -1268704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1268710.250000 Penalty: 4805.710449
	Iteration 70Q: 3 clusters Score -1268710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1268717.625000 Penalty: 4805.710449
	Iteration 71Q: 3 clusters Score -1268718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1268724.500000 Penalty: 4805.710449
	Iteration 72Q: 3 clusters Score -1268724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1268726.875000 Penalty: 4805.710449
	Iteration 73Q: 3 clusters Score -1268727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1268739.375000 Penalty: 4805.710449
	Iteration 74Q: 3 clusters Score -1268739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1268747.000000 Penalty: 4805.710449
	Iteration 75Q: 3 clusters Score -1268747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1268751.750000 Penalty: 4805.710449
	Iteration 76Q: 3 clusters Score -1268752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1268756.000000 Penalty: 4805.710449
	Iteration 77Q: 3 clusters Score -1268756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1268766.000000 Penalty: 4805.710449
	Iteration 78Q: 3 clusters Score -1268766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1268776.375000 Penalty: 4805.710449
	Iteration 79Q: 3 clusters Score -1268776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1268787.375000 Penalty: 4805.710449
	Iteration 80F: 3 clusters Score -1268787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1268795.375000 Penalty: 4805.710449
	Iteration 81Q: 3 clusters Score -1268795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1268808.125000 Penalty: 4805.710449
	Iteration 82Q: 3 clusters Score -1268808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1268819.500000 Penalty: 4805.710449
	Iteration 83Q: 3 clusters Score -1268820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1268823.500000 Penalty: 4805.710449
	Iteration 84Q: 3 clusters Score -1268824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1268832.000000 Penalty: 4805.710449
	Iteration 85Q: 3 clusters Score -1268832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1268837.750000 Penalty: 4805.710449
	Iteration 86Q: 3 clusters Score -1268838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1268844.750000 Penalty: 4805.710449
	Iteration 87Q: 3 clusters Score -1268845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1268853.375000 Penalty: 4805.710449
	Iteration 88Q: 3 clusters Score -1268853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1268862.250000 Penalty: 4805.710449
	Iteration 89Q: 3 clusters Score -1268862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1268877.875000 Penalty: 4805.710449
	Iteration 90Q: 3 clusters Score -1268878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1268889.375000 Penalty: 4805.710449
	Iteration 91Q: 3 clusters Score -1268889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1268910.375000 Penalty: 4805.710449
	Iteration 92Q: 3 clusters Score -1268910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1268931.375000 Penalty: 4805.710449
	Iteration 93Q: 3 clusters Score -1268931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1268952.125000 Penalty: 4805.710449
	Iteration 94Q: 3 clusters Score -1268952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1268965.750000 Penalty: 4805.710449
	Iteration 95Q: 3 clusters Score -1268966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1268977.875000 Penalty: 4805.710449
	Iteration 96Q: 3 clusters Score -1268978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1268987.000000 Penalty: 4805.710449
	Iteration 97Q: 3 clusters Score -1268987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1268999.875000 Penalty: 4805.710449
	Iteration 98Q: 3 clusters Score -1269000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1269006.875000 Penalty: 4805.710449
	Iteration 99Q: 3 clusters Score -1269007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1269018.625000 Penalty: 4805.710449
	Iteration 100F: 3 clusters Score -1269019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1269028.750000 Penalty: 4805.710449
	Iteration 101Q: 3 clusters Score -1269029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1269039.375000 Penalty: 4805.710449
	Iteration 102Q: 3 clusters Score -1269039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1269043.625000 Penalty: 4805.710449
	Iteration 103Q: 3 clusters Score -1269044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1269055.625000 Penalty: 4805.710449
	Iteration 104Q: 3 clusters Score -1269056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1269065.875000 Penalty: 4805.710449
	Iteration 105Q: 3 clusters Score -1269066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1269072.250000 Penalty: 4805.710449
	Iteration 106Q: 3 clusters Score -1269072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1269081.625000 Penalty: 4805.710449
	Iteration 107Q: 3 clusters Score -1269082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1269088.625000 Penalty: 4805.710449
	Iteration 108Q: 3 clusters Score -1269089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1269098.375000 Penalty: 4805.710449
	Iteration 109Q: 3 clusters Score -1269098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1269108.750000 Penalty: 4805.710449
	Iteration 110Q: 3 clusters Score -1269109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1269112.750000 Penalty: 4805.710449
	Iteration 111Q: 3 clusters Score -1269113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1269114.375000 Penalty: 4805.710449
	Iteration 112Q: 3 clusters Score -1269114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1269119.625000 Penalty: 4805.710449
	Iteration 113Q: 3 clusters Score -1269120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1269122.125000 Penalty: 4805.710449
	Iteration 114Q: 3 clusters Score -1269122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1269124.375000 Penalty: 4805.710449
	Iteration 115Q: 3 clusters Score -1269124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1269124.125000 Penalty: 4805.710449
	Iteration 116Q: 3 clusters Score -1269124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1269126.875000 Penalty: 4805.710449
	Iteration 117Q: 3 clusters Score -1269127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1269127.875000 Penalty: 4805.710449
	Iteration 118Q: 3 clusters Score -1269128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1269127.750000 Penalty: 4805.710449
	Iteration 119Q: 3 clusters Score -1269128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1269130.875000 Penalty: 4805.710449
	Iteration 120F: 3 clusters Score -1269131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1269131.375000 Penalty: 4805.710449
	Iteration 121Q: 3 clusters Score -1269131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1269131.875000 Penalty: 4805.710449
	Iteration 122Q: 3 clusters Score -1269132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1269131.500000 Penalty: 4805.710449
	Iteration 123Q: 3 clusters Score -1269132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1269131.500000 Penalty: 4805.710449
	Iteration 124F: 3 clusters Score -1269132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -8103176.000000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103176 nChanged 48149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -8131024.500000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8131024 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8131976.500000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8131976 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8133127.500000 Penalty: 5718.870117
	Iteration 3Q: 3 clusters Score -8133128 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -8135080.000000 Penalty: 5718.870117
	Iteration 4Q: 3 clusters Score -8135080 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8138110.500000 Penalty: 5718.870117
	Iteration 5F: 3 clusters Score -8138110 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -8142852.000000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8142852 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -8149575.000000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8149575 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -8156908.000000 Penalty: 5718.870117
	Iteration 8F: 3 clusters Score -8156908 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8162727.000000 Penalty: 5718.870117
	Iteration 9F: 3 clusters Score -8162727 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -8166132.500000 Penalty: 5718.870117
	Iteration 10Q: 3 clusters Score -8166132 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8167627.500000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8167628 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8168207.500000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8168208 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8168439.500000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8168440 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8168579.000000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8168579 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8168641.000000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8168641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8168678.000000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8168678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8168711.000000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8168711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8168721.000000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8168721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8168725.500000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8168726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8168736.000000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8168736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8168741.000000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8168741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8168750.500000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8168768.500000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8168777.500000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8168789.000000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8168785.500000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8168796.500000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8168805.500000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8168815.000000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8168809.500000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8168809.000000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8168809.000000 Penalty: 5718.870117
	Iteration 32F: 3 clusters Score -8168809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -69329.820312 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -69329.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67474.835938 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -67474.84 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67778.476562 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -67778.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67907.093750 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -67907.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68009.742188 Penalty: 3363.967285
	Iteration 3Q: 3 clusters Score -68009.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68133.609375 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -68133.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68265.562500 Penalty: 3363.967285
	Iteration 5F: 3 clusters Score -68265.56 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68438.414062 Penalty: 3363.967285
	Iteration 6F: 3 clusters Score -68438.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68570.445312 Penalty: 3363.967285
	Iteration 7F: 3 clusters Score -68570.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68657.328125 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -68657.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68726.773438 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -68726.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68772.984375 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -68772.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68780.242188 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -68780.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68791.187500 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -68791.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68797.492188 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -68797.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68800.578125 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -68800.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68812.062500 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -68812.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68825.007812 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -68825.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68839.078125 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -68839.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68848.484375 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -68848.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68854.648438 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -68854.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68862.031250 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -68862.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68863.796875 Penalty: 3363.967285
	Iteration 21Q: 3 clusters Score -68863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68868.523438 Penalty: 3363.967285
	Iteration 22Q: 3 clusters Score -68868.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68870.953125 Penalty: 3363.967285
	Iteration 23Q: 3 clusters Score -68870.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68871.328125 Penalty: 3363.967285
	Iteration 24Q: 3 clusters Score -68871.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68871.328125 Penalty: 3363.967285
	Iteration 25F: 3 clusters Score -68871.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -516656.281250 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516656.3 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -518172.375000 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518172.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -518534.906250 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518534.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -518855.875000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518855.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -519166.343750 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -519166.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -519463.625000 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -519463.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -519700.375000 Penalty: 4367.763672
	Iteration 6F: 3 clusters Score -519700.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -519860.750000 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -519860.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -519983.218750 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519983.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -520054.843750 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -520054.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -520104.906250 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -520104.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -520138.312500 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -520138.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -520164.281250 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -520164.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -520186.312500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -520186.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -520200.687500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -520200.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -520211.687500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -520211.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -520222.812500 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -520222.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -520233.468750 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -520233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -520238.937500 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -520238.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -520242.468750 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -520242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -520244.968750 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -520245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -520246.000000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -520246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -520246.937500 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -520246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -520248.187500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -520248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -520248.750000 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -520248.750000 Penalty: 4367.763672
	Iteration 25F: 3 clusters Score -520248.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146823.125000 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146823.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147231.203125 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147231.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147338.625000 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147338.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -147405.640625 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147405.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -147437.250000 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147437.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147461.734375 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147476.000000 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -147488.171875 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -147496.281250 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147496.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147503.343750 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147503.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147508.843750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -147511.718750 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -147513.406250 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -147516.546875 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -147518.812500 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -147520.343750 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -147522.046875 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147524.484375 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -147527.234375 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -147529.812500 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -147532.109375 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -147533.937500 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -147533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -147535.031250 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -147535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147536.234375 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -147536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -147537.281250 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -147537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -147537.859375 Penalty: 3758.760254
	Iteration 25Q: 3 clusters Score -147537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -147537.859375 Penalty: 3758.760254
	Iteration 26F: 3 clusters Score -147537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -364158.656250 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -364158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -360334.687500 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -360334.7 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -361220.062500 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -361220.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -361416.562500 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -361416.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -361525.437500 Penalty: 4106.729980
	Iteration 3Q: 3 clusters Score -361525.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -361586.656250 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -361586.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -361623.718750 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -361623.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -361653.062500 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -361653.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -361676.187500 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -361676.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -361706.937500 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -361706.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -361744.187500 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -361744.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -361785.593750 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -361785.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -361826.843750 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -361826.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -361864.062500 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -361864.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -361897.250000 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -361897.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -361922.437500 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -361922.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -361954.437500 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -361954.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -361987.781250 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -361987.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -362018.468750 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -362018.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -362054.187500 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -362054.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -362086.125000 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -362086.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -362114.468750 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -362114.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -362147.562500 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -362147.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -362176.625000 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -362176.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -362226.343750 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -362226.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -362279.218750 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -362279.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -362337.218750 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -362337.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -362394.187500 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -362394.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -362442.906250 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -362442.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -362474.968750 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -362475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -362498.593750 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -362498.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -362515.375000 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -362515.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -362528.312500 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -362528.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -362537.500000 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -362537.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -362545.375000 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -362545.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -362555.500000 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -362555.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -362566.375000 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -362566.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -362573.031250 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -362573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -362585.218750 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -362585.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -362596.781250 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -362596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -362603.593750 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -362603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -362607.218750 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -362607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -362610.625000 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -362610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -362613.437500 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -362613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -362615.875000 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -362615.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -362616.250000 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -362616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -362616.781250 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -362616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -362616.812500 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -362616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -362617.937500 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -362617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -362619.062500 Penalty: 4106.729980
	Iteration 48Q: 3 clusters Score -362619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -362618.968750 Penalty: 4106.729980
	Iteration 49Q: 3 clusters Score -362619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -362618.968750 Penalty: 4106.729980
	Iteration 50F: 3 clusters Score -362619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -507370.125000 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507370.1 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -509013.468750 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -509013.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -509362.906250 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509362.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -509646.125000 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509646.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -509900.875000 Penalty: 4409.643555
	Iteration 4F: 3 clusters Score -509900.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -510086.250000 Penalty: 4409.643555
	Iteration 5Q: 3 clusters Score -510086.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -510251.093750 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510251.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -510427.875000 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510427.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -510594.500000 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -510594.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -510732.468750 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -510732.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -510840.968750 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -510841 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -510933.937500 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -510933.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -511015.843750 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -511015.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -511090.781250 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -511090.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -511160.656250 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -511160.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -511220.906250 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -511220.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -511268.062500 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -511268.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -511308.656250 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -511308.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -511339.062500 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -511339.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -511363.968750 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -511364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -511383.406250 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511383.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -511401.750000 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511401.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -511415.781250 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511415.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -511429.687500 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511429.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -511437.656250 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511437.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -511444.781250 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511444.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -511449.468750 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511449.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -511453.031250 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -511457.218750 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -511460.875000 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511460.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -511464.812500 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -511464.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -511467.156250 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -511467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -511471.375000 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -511471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -511476.562500 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -511476.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -511481.406250 Penalty: 4409.643555
	Iteration 34Q: 3 clusters Score -511481.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -511483.687500 Penalty: 4409.643555
	Iteration 35Q: 3 clusters Score -511483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -511488.343750 Penalty: 4409.643555
	Iteration 36Q: 3 clusters Score -511488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -511490.093750 Penalty: 4409.643555
	Iteration 37Q: 3 clusters Score -511490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -511493.156250 Penalty: 4409.643555
	Iteration 38Q: 3 clusters Score -511493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -511495.031250 Penalty: 4409.643555
	Iteration 39Q: 3 clusters Score -511495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -511499.218750 Penalty: 4409.643555
	Iteration 40F: 3 clusters Score -511499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -511506.125000 Penalty: 4409.643555
	Iteration 41Q: 3 clusters Score -511506.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -511515.437500 Penalty: 4409.643555
	Iteration 42Q: 3 clusters Score -511515.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -511528.531250 Penalty: 4409.643555
	Iteration 43Q: 3 clusters Score -511528.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -511543.812500 Penalty: 4409.643555
	Iteration 44Q: 3 clusters Score -511543.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -511554.812500 Penalty: 4409.643555
	Iteration 45Q: 3 clusters Score -511554.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -511562.625000 Penalty: 4409.643555
	Iteration 46Q: 3 clusters Score -511562.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -511569.937500 Penalty: 4409.643555
	Iteration 47Q: 3 clusters Score -511569.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -511579.781250 Penalty: 4409.643555
	Iteration 48Q: 3 clusters Score -511579.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -511590.500000 Penalty: 4409.643555
	Iteration 49Q: 3 clusters Score -511590.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -511607.531250 Penalty: 4409.643555
	Iteration 50Q: 3 clusters Score -511607.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -511634.687500 Penalty: 4409.643555
	Iteration 51Q: 3 clusters Score -511634.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -511666.843750 Penalty: 4409.643555
	Iteration 52Q: 3 clusters Score -511666.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -511697.406250 Penalty: 4409.643555
	Iteration 53Q: 3 clusters Score -511697.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -511726.218750 Penalty: 4409.643555
	Iteration 54Q: 3 clusters Score -511726.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -511746.187500 Penalty: 4409.643555
	Iteration 55Q: 3 clusters Score -511746.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -511760.750000 Penalty: 4409.643555
	Iteration 56Q: 3 clusters Score -511760.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -511774.843750 Penalty: 4409.643555
	Iteration 57Q: 3 clusters Score -511774.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -511787.218750 Penalty: 4409.643555
	Iteration 58Q: 3 clusters Score -511787.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -511800.156250 Penalty: 4409.643555
	Iteration 59Q: 3 clusters Score -511800.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -511805.406250 Penalty: 4409.643555
	Iteration 60F: 3 clusters Score -511805.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -511811.031250 Penalty: 4409.643555
	Iteration 61Q: 3 clusters Score -511811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -511813.843750 Penalty: 4409.643555
	Iteration 62Q: 3 clusters Score -511813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -511816.718750 Penalty: 4409.643555
	Iteration 63Q: 3 clusters Score -511816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -511820.000000 Penalty: 4409.643555
	Iteration 64Q: 3 clusters Score -511820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -511822.531250 Penalty: 4409.643555
	Iteration 65Q: 3 clusters Score -511822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -511827.125000 Penalty: 4409.643555
	Iteration 66Q: 3 clusters Score -511827.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -511832.781250 Penalty: 4409.643555
	Iteration 67Q: 3 clusters Score -511832.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -511838.531250 Penalty: 4409.643555
	Iteration 68Q: 3 clusters Score -511838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -511839.781250 Penalty: 4409.643555
	Iteration 69Q: 3 clusters Score -511839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -511841.750000 Penalty: 4409.643555
	Iteration 70Q: 3 clusters Score -511841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -511842.187500 Penalty: 4409.643555
	Iteration 71Q: 3 clusters Score -511842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -511843.750000 Penalty: 4409.643555
	Iteration 72Q: 3 clusters Score -511843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -511843.625000 Penalty: 4409.643555
	Iteration 73Q: 3 clusters Score -511843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -511844.875000 Penalty: 4409.643555
	Iteration 74Q: 3 clusters Score -511844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -511844.875000 Penalty: 4409.643555
	Iteration 75F: 3 clusters Score -511844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106197.109375 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106197.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106570.179688 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106570.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106679.710938 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -106679.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106767.640625 Penalty: 3516.264404
	Iteration 3Q: 3 clusters Score -106767.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106841.007812 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -106841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -106922.929688 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -106922.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107010.851562 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107010.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107088.820312 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107088.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107170.671875 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107170.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -107289.023438 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -107392.132812 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107392.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107479.546875 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107479.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107523.031250 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -107555.656250 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107575.804688 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -107575.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107592.375000 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -107592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -107607.203125 Penalty: 3516.264404
	Iteration 16Q: 3 clusters Score -107607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -107620.187500 Penalty: 3516.264404
	Iteration 17Q: 3 clusters Score -107620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107628.320312 Penalty: 3516.264404
	Iteration 18Q: 3 clusters Score -107628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107639.328125 Penalty: 3516.264404
	Iteration 19Q: 3 clusters Score -107639.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107653.968750 Penalty: 3516.264404
	Iteration 20F: 3 clusters Score -107654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -107663.421875 Penalty: 3516.264404
	Iteration 21Q: 3 clusters Score -107663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -107667.671875 Penalty: 3516.264404
	Iteration 22Q: 3 clusters Score -107667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -107672.656250 Penalty: 3516.264404
	Iteration 23Q: 3 clusters Score -107672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -107683.851562 Penalty: 3516.264404
	Iteration 24Q: 3 clusters Score -107683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -107693.429688 Penalty: 3516.264404
	Iteration 25Q: 3 clusters Score -107693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107700.234375 Penalty: 3516.264404
	Iteration 26Q: 3 clusters Score -107700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -107701.406250 Penalty: 3516.264404
	Iteration 27Q: 3 clusters Score -107701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107702.539062 Penalty: 3516.264404
	Iteration 28Q: 3 clusters Score -107702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -107703.984375 Penalty: 3516.264404
	Iteration 29Q: 3 clusters Score -107704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -107707.164062 Penalty: 3516.264404
	Iteration 30Q: 3 clusters Score -107707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -107707.164062 Penalty: 3516.264404
	Iteration 31F: 3 clusters Score -107707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -339911.625000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339911.6 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -340896.625000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -340896.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -341092.875000 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -341092.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -341189.093750 Penalty: 4160.219727
	Iteration 3Q: 3 clusters Score -341189.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -341240.656250 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -341240.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -341286.437500 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -341286.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -341310.093750 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -341310.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -341333.062500 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -341333.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -341359.125000 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -341359.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -341377.468750 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -341377.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -341404.187500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -341404.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -341430.906250 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -341430.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -341466.625000 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -341466.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -341508.906250 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -341508.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -341545.468750 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -341545.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -341582.593750 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -341582.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -341643.562500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -341643.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -341738.406250 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -341738.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -341846.093750 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -341846.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -341959.968750 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -341960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -342066.625000 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -342066.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -342166.343750 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -342166.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -342261.093750 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -342261.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -342361.343750 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -342361.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -342441.062500 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -342441.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -342494.906250 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -342494.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -342550.718750 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -342550.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -342590.531250 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -342590.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -342632.562500 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -342632.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -342666.218750 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -342666.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -342690.406250 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -342690.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -342712.281250 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -342712.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -342725.781250 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -342725.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -342734.687500 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -342734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -342740.218750 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -342740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -342744.093750 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -342744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -342749.062500 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -342749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -342751.031250 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -342751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -342753.406250 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -342753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -342756.000000 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -342756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -342756.781250 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -342756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -342758.593750 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -342758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -342759.312500 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -342759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -342761.750000 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -342761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -342761.937500 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -342761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -342762.906250 Penalty: 4160.219727
	Iteration 45Q: 3 clusters Score -342762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -342762.906250 Penalty: 4160.219727
	Iteration 46F: 3 clusters Score -342762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -398535.250000 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398535.2 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -399607.031250 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399607 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -399813.937500 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -399813.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -399950.000000 Penalty: 4244.648438
	Iteration 3F: 3 clusters Score -399950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -400036.718750 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400036.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -400112.593750 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400112.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -400182.000000 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -400248.500000 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400248.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -400307.500000 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -400307.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -400369.718750 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -400369.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -400443.750000 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -400443.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -400544.093750 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -400544.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -400647.437500 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -400647.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -400757.093750 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -400757.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -400877.031250 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -400877 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -400979.156250 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -400979.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -401076.625000 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -401076.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -401156.718750 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -401156.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -401224.156250 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -401224.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -401280.125000 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -401280.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -401320.718750 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -401320.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -401352.156250 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -401352.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -401376.750000 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -401376.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -401390.937500 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -401390.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -401401.468750 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -401401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -401409.250000 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -401409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -401414.187500 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -401414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -401418.000000 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -401418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -401420.843750 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -401420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -401422.593750 Penalty: 4244.648438
	Iteration 29Q: 3 clusters Score -401422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -401422.593750 Penalty: 4244.648438
	Iteration 30F: 3 clusters Score -401422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -122676.000000 Penalty: 1799.036133
	Iteration 0F: 2 clusters Score -122676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120447.859375 Penalty: 3598.072266
	Iteration 0F: 3 clusters Score -120447.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120862.851562 Penalty: 3598.072266
	Iteration 1F: 3 clusters Score -120862.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121050.109375 Penalty: 3598.072266
	Iteration 2F: 3 clusters Score -121050.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121184.476562 Penalty: 3598.072266
	Iteration 3F: 3 clusters Score -121184.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -121310.296875 Penalty: 3598.072266
	Iteration 4F: 3 clusters Score -121310.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121419.671875 Penalty: 3598.072266
	Iteration 5Q: 3 clusters Score -121419.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121499.156250 Penalty: 3598.072266
	Iteration 6Q: 3 clusters Score -121499.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121543.867188 Penalty: 3598.072266
	Iteration 7Q: 3 clusters Score -121543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -121571.156250 Penalty: 3598.072266
	Iteration 8Q: 3 clusters Score -121571.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121584.164062 Penalty: 3598.072266
	Iteration 9Q: 3 clusters Score -121584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121594.593750 Penalty: 3598.072266
	Iteration 10Q: 3 clusters Score -121594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -121602.929688 Penalty: 3598.072266
	Iteration 11Q: 3 clusters Score -121602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121607.640625 Penalty: 3598.072266
	Iteration 12Q: 3 clusters Score -121607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121614.093750 Penalty: 3598.072266
	Iteration 13Q: 3 clusters Score -121614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -121619.546875 Penalty: 3598.072266
	Iteration 14Q: 3 clusters Score -121619.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121621.843750 Penalty: 3598.072266
	Iteration 15Q: 3 clusters Score -121621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121621.843750 Penalty: 3598.072266
	Iteration 16F: 3 clusters Score -121621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61805.582031 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61805.58 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62153.863281 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -62153.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62280.683594 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62280.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62359.734375 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -62359.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62420.703125 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -62420.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62459.636719 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62459.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62506.277344 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62506.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62536.113281 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62536.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62552.285156 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62552.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62560.718750 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62560.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62565.242188 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62565.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62575.640625 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -62575.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62589.390625 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -62589.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62606.503906 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -62606.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62641.039062 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -62641.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62665.011719 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -62665.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62691.125000 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -62691.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62707.351562 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -62707.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62718.597656 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -62718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62732.242188 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -62732.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62756.082031 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -62756.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62778.031250 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -62778.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62791.718750 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -62791.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62805.355469 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -62805.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62823.515625 Penalty: 3318.041016
	Iteration 24Q: 3 clusters Score -62823.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62836.476562 Penalty: 3318.041016
	Iteration 25Q: 3 clusters Score -62836.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62841.089844 Penalty: 3318.041016
	Iteration 26Q: 3 clusters Score -62841.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62841.089844 Penalty: 3318.041016
	Iteration 27F: 3 clusters Score -62841.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 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 528 members 
Entering Unmasked Estep 
Score: -75107.523438 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75107.52 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -75363.531250 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75363.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -75442.062500 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -75442.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -75493.539062 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75493.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -75516.265625 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75516.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75532.062500 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75532.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75546.968750 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75546.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75565.484375 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -75565.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -75584.781250 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -75584.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -75595.140625 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -75595.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75600.890625 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -75600.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -75601.992188 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -75601.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75602.992188 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -75602.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75602.992188 Penalty: 3423.261719
	Iteration 13F: 3 clusters Score -75602.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -246156.156250 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -246156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -243109.265625 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -243109.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -243813.359375 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -243813.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -244059.343750 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -244059.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -244265.015625 Penalty: 3933.203857
	Iteration 3F: 3 clusters Score -244265 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -244415.125000 Penalty: 3933.203857
	Iteration 4F: 3 clusters Score -244415.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -244529.171875 Penalty: 3933.203857
	Iteration 5Q: 3 clusters Score -244529.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -244636.546875 Penalty: 3933.203857
	Iteration 6Q: 3 clusters Score -244636.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -244733.593750 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -244733.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -244808.125000 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -244808.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -244861.796875 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -244861.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -244919.171875 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -244919.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -244981.640625 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -244981.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -245022.468750 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -245022.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -245056.093750 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -245056.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -245074.312500 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -245074.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -245086.484375 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -245086.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -245093.453125 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -245093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -245099.468750 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -245099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -245105.625000 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -245105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -245109.468750 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -245109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -245113.828125 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -245113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -245121.250000 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -245121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -245127.437500 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -245127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -245132.484375 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -245132.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -245135.015625 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -245135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -245140.250000 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -245140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -245151.156250 Penalty: 3933.203857
	Iteration 26Q: 3 clusters Score -245151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -245161.656250 Penalty: 3933.203857
	Iteration 27Q: 3 clusters Score -245161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -245165.703125 Penalty: 3933.203857
	Iteration 28Q: 3 clusters Score -245165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -245167.203125 Penalty: 3933.203857
	Iteration 29Q: 3 clusters Score -245167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -245167.453125 Penalty: 3933.203857
	Iteration 30Q: 3 clusters Score -245167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -245168.437500 Penalty: 3933.203857
	Iteration 31Q: 3 clusters Score -245168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -245169.968750 Penalty: 3933.203857
	Iteration 32Q: 3 clusters Score -245170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -245170.281250 Penalty: 3933.203857
	Iteration 33Q: 3 clusters Score -245170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -245171.281250 Penalty: 3933.203857
	Iteration 34Q: 3 clusters Score -245171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -245171.281250 Penalty: 3933.203857
	Iteration 35F: 3 clusters Score -245171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100048.515625 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -100048.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100493.593750 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100493.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100760.492188 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100760.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100998.710938 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -100998.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101259.343750 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -101259.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101526.765625 Penalty: 3492.974121
	Iteration 5F: 3 clusters Score -101526.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101713.843750 Penalty: 3492.974121
	Iteration 6F: 3 clusters Score -101713.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101783.437500 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -101783.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101812.914062 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101823.960938 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101832.593750 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101835.765625 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -101835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -101835.765625 Penalty: 3492.974121
	Iteration 12F: 3 clusters Score -101835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -211576.171875 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211576.2 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -212243.515625 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212243.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -212429.015625 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -212562.562500 Penalty: 3956.901855
	Iteration 3F: 3 clusters Score -212562.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212634.984375 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -212689.187500 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212689.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -212727.218750 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212727.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -212747.906250 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212747.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -212765.468750 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212765.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -212779.296875 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212779.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -212786.796875 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -212792.718750 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -212796.062500 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -212797.968750 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -212799.921875 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -212801.828125 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -212803.031250 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -212805.515625 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -212809.953125 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -212812.500000 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212812.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -212814.656250 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -212817.718750 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -212820.640625 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -212821.921875 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -212824.937500 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -212826.687500 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -212826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -212829.718750 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -212829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -212832.812500 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -212832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -212835.390625 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -212835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -212836.515625 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -212836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -212837.562500 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -212837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -212838.656250 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -212838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -212839.109375 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -212839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -212839.906250 Penalty: 3956.901855
	Iteration 33Q: 3 clusters Score -212839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -212841.625000 Penalty: 3956.901855
	Iteration 34Q: 3 clusters Score -212841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -212841.984375 Penalty: 3956.901855
	Iteration 35Q: 3 clusters Score -212842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -212843.796875 Penalty: 3956.901855
	Iteration 36Q: 3 clusters Score -212843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -212846.328125 Penalty: 3956.901855
	Iteration 37Q: 3 clusters Score -212846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -212848.500000 Penalty: 3956.901855
	Iteration 38Q: 3 clusters Score -212848.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -212850.187500 Penalty: 3956.901855
	Iteration 39Q: 3 clusters Score -212850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -212850.812500 Penalty: 3956.901855
	Iteration 40F: 3 clusters Score -212850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (13079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Entering Unmasked Estep 
Score: -1475536.875000 Penalty: 2350.733398
	Iteration 0F: 2 clusters Score -1475537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1465906.125000 Penalty: 4701.466797
	Iteration 0F: 3 clusters Score -1465906 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1468959.250000 Penalty: 4701.466797
	Iteration 1F: 3 clusters Score -1468959 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1469252.250000 Penalty: 4701.466797
	Iteration 2F: 3 clusters Score -1469252 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1469467.500000 Penalty: 4701.466797
	Iteration 3Q: 3 clusters Score -1469468 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1469619.125000 Penalty: 4701.466797
	Iteration 4Q: 3 clusters Score -1469619 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1469727.375000 Penalty: 4701.466797
	Iteration 5Q: 3 clusters Score -1469727 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1469830.125000 Penalty: 4701.466797
	Iteration 6Q: 3 clusters Score -1469830 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1469906.750000 Penalty: 4701.466797
	Iteration 7Q: 3 clusters Score -1469907 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1469986.875000 Penalty: 4701.466797
	Iteration 8Q: 3 clusters Score -1469987 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1470075.875000 Penalty: 4701.466797
	Iteration 9Q: 3 clusters Score -1470076 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1470176.375000 Penalty: 4701.466797
	Iteration 10Q: 3 clusters Score -1470176 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1470298.500000 Penalty: 4701.466797
	Iteration 11Q: 3 clusters Score -1470298 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1470461.750000 Penalty: 4701.466797
	Iteration 12Q: 3 clusters Score -1470462 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1470671.875000 Penalty: 4701.466797
	Iteration 13Q: 3 clusters Score -1470672 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1470990.875000 Penalty: 4701.466797
	Iteration 14Q: 3 clusters Score -1470991 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1471439.750000 Penalty: 4701.466797
	Iteration 15Q: 3 clusters Score -1471440 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1471987.875000 Penalty: 4701.466797
	Iteration 16F: 3 clusters Score -1471988 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1472539.625000 Penalty: 4701.466797
	Iteration 17Q: 3 clusters Score -1472540 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1472949.500000 Penalty: 4701.466797
	Iteration 18Q: 3 clusters Score -1472950 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1473184.375000 Penalty: 4701.466797
	Iteration 19Q: 3 clusters Score -1473184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1473305.750000 Penalty: 4701.466797
	Iteration 20F: 3 clusters Score -1473306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1473383.375000 Penalty: 4701.466797
	Iteration 21Q: 3 clusters Score -1473383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1473437.500000 Penalty: 4701.466797
	Iteration 22Q: 3 clusters Score -1473438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1473471.500000 Penalty: 4701.466797
	Iteration 23Q: 3 clusters Score -1473472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1473506.875000 Penalty: 4701.466797
	Iteration 24Q: 3 clusters Score -1473507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1473523.750000 Penalty: 4701.466797
	Iteration 25Q: 3 clusters Score -1473524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1473531.875000 Penalty: 4701.466797
	Iteration 26Q: 3 clusters Score -1473532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1473540.500000 Penalty: 4701.466797
	Iteration 27Q: 3 clusters Score -1473540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1473547.250000 Penalty: 4701.466797
	Iteration 28Q: 3 clusters Score -1473547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1473550.625000 Penalty: 4701.466797
	Iteration 29Q: 3 clusters Score -1473551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1473556.000000 Penalty: 4701.466797
	Iteration 30Q: 3 clusters Score -1473556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1473557.500000 Penalty: 4701.466797
	Iteration 31Q: 3 clusters Score -1473558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1473560.000000 Penalty: 4701.466797
	Iteration 32Q: 3 clusters Score -1473560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1473560.000000 Penalty: 4701.466797
	Iteration 33F: 3 clusters Score -1473560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144493 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120909 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78053 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 439Q: 78 clusters Score -1.507989e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1394 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 162130 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 12639 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 144493 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 169804 members 
Mstep: Class 19 contains 111789 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 1713 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 3953 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 3752 members 
Mstep: Class 29 contains 18551 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 120909 members 
Mstep: Class 33 contains 123728 members 
Mstep: Class 34 contains 655 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 78053 members 
Mstep: Class 37 contains 38149 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 2993 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 1091 members 
Mstep: Class 45 contains 127230 members 
Mstep: Class 46 contains 1686 members 
Mstep: Class 47 contains 20789 members 
Mstep: Class 48 contains 5587 members 
Mstep: Class 49 contains 4746 members 
Mstep: Class 50 contains 6625 members 
Mstep: Class 51 contains 17013 members 
Mstep: Class 52 contains 306 members 
Mstep: Class 53 contains 5484 members 
Mstep: Class 54 contains 1931 members 
Mstep: Class 55 contains 4910 members 
Mstep: Class 56 contains 1391 members 
Mstep: Class 57 contains 1395 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 99361 members 
Mstep: Class 61 contains 16138 members 
Mstep: Class 62 contains 101720 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 6674 members 
Mstep: Class 65 contains 1955 members 
Mstep: Class 66 contains 3943 members 
Mstep: Class 67 contains 7262 members 
Mstep: Class 68 contains 1199 members 
Mstep: Class 69 contains 4392 members 
Mstep: Class 70 contains 5207 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 994 members 
Mstep: Class 74 contains 2779 members 
Mstep: Class 75 contains 1144 members 
Mstep: Class 76 contains 2915 members 
Mstep: Class 77 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150798912.000000 Penalty: 274824.687500
Iteration 440F: 78 clusters Score -1.507989e+08 nChanged 0
Entering ConstructFrom: 
Score: -150798912.000000 Penalty: 274824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -159434.968750 Penalty: 1906.054443
	Iteration 0F: 2 clusters Score -159435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -156676.968750 Penalty: 3812.108887
	Iteration 0F: 3 clusters Score -156677 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -157217.046875 Penalty: 3812.108887
	Iteration 1F: 3 clusters Score -157217 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -157368.171875 Penalty: 3812.108887
	Iteration 2F: 3 clusters Score -157368.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -157461.812500 Penalty: 3812.108887
	Iteration 3F: 3 clusters Score -157461.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -157526.171875 Penalty: 3812.108887
	Iteration 4Q: 3 clusters Score -157526.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -157587.734375 Penalty: 3812.108887
	Iteration 5Q: 3 clusters Score -157587.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -157644.140625 Penalty: 3812.108887
	Iteration 6Q: 3 clusters Score -157644.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -157712.859375 Penalty: 3812.108887
	Iteration 7Q: 3 clusters Score -157712.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -157798.328125 Penalty: 3812.108887
	Iteration 8Q: 3 clusters Score -157798.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -157888.250000 Penalty: 3812.108887
	Iteration 9Q: 3 clusters Score -157888.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -157952.703125 Penalty: 3812.108887
	Iteration 10Q: 3 clusters Score -157952.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -157994.921875 Penalty: 3812.108887
	Iteration 11Q: 3 clusters Score -157994.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -158024.953125 Penalty: 3812.108887
	Iteration 12Q: 3 clusters Score -158025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -158043.109375 Penalty: 3812.108887
	Iteration 13Q: 3 clusters Score -158043.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -158060.531250 Penalty: 3812.108887
	Iteration 14Q: 3 clusters Score -158060.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -158078.531250 Penalty: 3812.108887
	Iteration 15Q: 3 clusters Score -158078.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -158098.156250 Penalty: 3812.108887
	Iteration 16Q: 3 clusters Score -158098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -158110.546875 Penalty: 3812.108887
	Iteration 17Q: 3 clusters Score -158110.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -158120.390625 Penalty: 3812.108887
	Iteration 18Q: 3 clusters Score -158120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -158125.828125 Penalty: 3812.108887
	Iteration 19Q: 3 clusters Score -158125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -158133.937500 Penalty: 3812.108887
	Iteration 20F: 3 clusters Score -158133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -158147.031250 Penalty: 3812.108887
	Iteration 21Q: 3 clusters Score -158147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -158156.250000 Penalty: 3812.108887
	Iteration 22Q: 3 clusters Score -158156.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -158167.265625 Penalty: 3812.108887
	Iteration 23Q: 3 clusters Score -158167.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -158175.843750 Penalty: 3812.108887
	Iteration 24Q: 3 clusters Score -158175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -158182.140625 Penalty: 3812.108887
	Iteration 25Q: 3 clusters Score -158182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -158184.703125 Penalty: 3812.108887
	Iteration 26Q: 3 clusters Score -158184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -158187.937500 Penalty: 3812.108887
	Iteration 27Q: 3 clusters Score -158187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -158189.906250 Penalty: 3812.108887
	Iteration 28Q: 3 clusters Score -158189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -158191.093750 Penalty: 3812.108887
	Iteration 29Q: 3 clusters Score -158191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -158192.187500 Penalty: 3812.108887
	Iteration 30Q: 3 clusters Score -158192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -158193.515625 Penalty: 3812.108887
	Iteration 31Q: 3 clusters Score -158193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158197.218750 Penalty: 3812.108887
	Iteration 32Q: 3 clusters Score -158197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -158199.750000 Penalty: 3812.108887
	Iteration 33Q: 3 clusters Score -158199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158200.593750 Penalty: 3812.108887
	Iteration 34Q: 3 clusters Score -158200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -158204.468750 Penalty: 3812.108887
	Iteration 35Q: 3 clusters Score -158204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -158207.843750 Penalty: 3812.108887
	Iteration 36Q: 3 clusters Score -158207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -158211.171875 Penalty: 3812.108887
	Iteration 37Q: 3 clusters Score -158211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -158215.093750 Penalty: 3812.108887
	Iteration 38Q: 3 clusters Score -158215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -158217.234375 Penalty: 3812.108887
	Iteration 39Q: 3 clusters Score -158217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -158219.203125 Penalty: 3812.108887
	Iteration 40F: 3 clusters Score -158219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158220.593750 Penalty: 3812.108887
	Iteration 41Q: 3 clusters Score -158220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158220.906250 Penalty: 3812.108887
	Iteration 42Q: 3 clusters Score -158220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158220.906250 Penalty: 3812.108887
	Iteration 43F: 3 clusters Score -158220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -601967.062500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -601967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -595758.125000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -595758.1 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -597438.562500 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -597438.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -597669.062500 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -597669.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -597820.312500 Penalty: 4438.434082
	Iteration 3Q: 3 clusters Score -597820.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -597936.875000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -597936.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -598034.625000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -598034.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -598126.875000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -598126.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -598227.312500 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -598227.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -598346.750000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -598346.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -598488.687500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -598488.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -598655.437500 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -598655.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -598838.125000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -598838.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -599007.937500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -599007.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -599214.562500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -599214.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -599407.750000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -599407.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -599575.375000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -599575.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -599706.750000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -599706.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -599813.250000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -599813.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -599864.812500 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -599864.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -599910.125000 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -599910.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -599952.187500 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -599952.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -599983.500000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -599983.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -600004.937500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -600004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -600029.125000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -600029.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -600051.312500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -600051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -600071.437500 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -600071.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -600089.437500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -600089.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -600101.500000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -600101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -600112.437500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -600112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -600122.125000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -600122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -600127.000000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -600127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -600127.812500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -600127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -600131.625000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -600131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -600134.562500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -600134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -600137.875000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -600137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -600140.937500 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -600140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -600140.937500 Penalty: 4438.434082
	Iteration 36F: 3 clusters Score -600140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -83497.273438 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -83497.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -81336.796875 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -81336.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -82002.859375 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -82002.86 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82328.304688 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -82328.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82563.960938 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -82563.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -82757.820312 Penalty: 3591.006592
	Iteration 4F: 3 clusters Score -82757.82 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -82940.773438 Penalty: 3591.006592
	Iteration 5F: 3 clusters Score -82940.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -83033.359375 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -83033.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -83088.484375 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -83088.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83134.156250 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -83134.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83159.757812 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -83159.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -83171.546875 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -83171.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -83177.570312 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -83177.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -83180.093750 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -83180.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -83181.492188 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -83181.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -83181.492188 Penalty: 3591.006592
	Iteration 14F: 3 clusters Score -83181.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -451202.375000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -451202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -446112.656250 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -446112.7 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -447463.781250 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -447463.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -447766.562500 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -447766.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -448045.375000 Penalty: 4310.141602
	Iteration 3F: 3 clusters Score -448045.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -448391.781250 Penalty: 4310.141602
	Iteration 4F: 3 clusters Score -448391.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -448932.906250 Penalty: 4310.141602
	Iteration 5F: 3 clusters Score -448932.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -449520.468750 Penalty: 4310.141602
	Iteration 6F: 3 clusters Score -449520.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -450030.093750 Penalty: 4310.141602
	Iteration 7F: 3 clusters Score -450030.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -450399.875000 Penalty: 4310.141602
	Iteration 8F: 3 clusters Score -450399.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -450589.843750 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -450589.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -450668.718750 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -450668.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -450703.875000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -450703.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -450726.000000 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -450726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -450738.906250 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -450738.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -450749.875000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -450749.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -450755.312500 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -450755.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -450759.906250 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -450759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -450759.468750 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -450759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -450759.468750 Penalty: 4310.141602
	Iteration 18F: 3 clusters Score -450759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -102346.476562 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -102346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100144.148438 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -100144.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100450.921875 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -100450.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100548.390625 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -100548.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -100596.187500 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -100596.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -100626.453125 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -100626.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100647.843750 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -100647.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -100657.031250 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -100657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100664.625000 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -100664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -100669.015625 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -100669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -100672.632812 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -100672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -100677.976562 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -100678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -100684.289062 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -100684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -100692.992188 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -100693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100699.445312 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -100699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100703.476562 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -100703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -100710.617188 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -100710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100712.835938 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -100712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100714.375000 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -100714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -100715.429688 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -100715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -100715.960938 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -100716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100716.367188 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -100716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -100717.296875 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -100717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -100717.687500 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -100717.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -100717.687500 Penalty: 3588.151855
	Iteration 23F: 3 clusters Score -100717.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -56329.414062 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -56329.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -54516.960938 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -54516.96 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54777.167969 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -54777.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54899.769531 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -54899.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -54965.496094 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -54965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55033.808594 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -55033.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55087.214844 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -55087.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -55136.242188 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -55136.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55158.410156 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -55158.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55181.152344 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -55181.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55193.171875 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -55193.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -55204.921875 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -55204.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -55213.238281 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -55213.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55219.980469 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -55219.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55224.332031 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -55224.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55226.113281 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -55226.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55229.496094 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -55229.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55232.875000 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -55232.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -55232.875000 Penalty: 3356.602051
	Iteration 17F: 3 clusters Score -55232.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Entering Unmasked Estep 
Score: -13364542.000000 Penalty: 2975.046143
	Iteration 0F: 2 clusters Score -1.336454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -13255913.000000 Penalty: 5950.092285
	Iteration 0F: 3 clusters Score -1.325591e+07 nChanged 77567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -13300927.000000 Penalty: 5950.092285
	Iteration 1F: 3 clusters Score -1.330093e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -13301989.000000 Penalty: 5950.092285
	Iteration 2Q: 3 clusters Score -1.330199e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -13303421.000000 Penalty: 5950.092285
	Iteration 3Q: 3 clusters Score -1.330342e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -13305884.000000 Penalty: 5950.092285
	Iteration 4Q: 3 clusters Score -1.330588e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73999 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -13309442.000000 Penalty: 5950.092285
	Iteration 5Q: 3 clusters Score -1.330944e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -13314065.000000 Penalty: 5950.092285
	Iteration 6F: 3 clusters Score -1.331406e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -13319320.000000 Penalty: 5950.092285
	Iteration 7F: 3 clusters Score -1.331932e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -13324415.000000 Penalty: 5950.092285
	Iteration 8F: 3 clusters Score -1.332442e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -13328630.000000 Penalty: 5950.092285
	Iteration 9F: 3 clusters Score -1.332863e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -13332324.000000 Penalty: 5950.092285
	Iteration 10Q: 3 clusters Score -1.333232e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -13335728.000000 Penalty: 5950.092285
	Iteration 11Q: 3 clusters Score -1.333573e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -13339210.000000 Penalty: 5950.092285
	Iteration 12Q: 3 clusters Score -1.333921e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 134780 members 
Entering Unmasked Estep 
Score: -13342976.000000 Penalty: 5950.092285
	Iteration 13Q: 3 clusters Score -1.334298e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 141230 members 
Entering Unmasked Estep 
Score: -13347014.000000 Penalty: 5950.092285
	Iteration 14Q: 3 clusters Score -1.334701e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 147245 members 
Entering Unmasked Estep 
Score: -13351046.000000 Penalty: 5950.092285
	Iteration 15Q: 3 clusters Score -1.335105e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -13354463.000000 Penalty: 5950.092285
	Iteration 16Q: 3 clusters Score -1.335446e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -13357325.000000 Penalty: 5950.092285
	Iteration 17Q: 3 clusters Score -1.335732e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -13359340.000000 Penalty: 5950.092285
	Iteration 18Q: 3 clusters Score -1.335934e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 159919 members 
Entering Unmasked Estep 
Score: -13360424.000000 Penalty: 5950.092285
	Iteration 19Q: 3 clusters Score -1.336042e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -13361056.000000 Penalty: 5950.092285
	Iteration 20F: 3 clusters Score -1.336106e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 161086 members 
Entering Unmasked Estep 
Score: -13361406.000000 Penalty: 5950.092285
	Iteration 21Q: 3 clusters Score -1.336141e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 161294 members 
Entering Unmasked Estep 
Score: -13361577.000000 Penalty: 5950.092285
	Iteration 22Q: 3 clusters Score -1.336158e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 161410 members 
Entering Unmasked Estep 
Score: -13361711.000000 Penalty: 5950.092285
	Iteration 23Q: 3 clusters Score -1.336171e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 161467 members 
Entering Unmasked Estep 
Score: -13361764.000000 Penalty: 5950.092285
	Iteration 24Q: 3 clusters Score -1.336176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -13361800.000000 Penalty: 5950.092285
	Iteration 25Q: 3 clusters Score -1.33618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 161537 members 
Entering Unmasked Estep 
Score: -13361844.000000 Penalty: 5950.092285
	Iteration 26Q: 3 clusters Score -1.336184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -13361886.000000 Penalty: 5950.092285
	Iteration 27Q: 3 clusters Score -1.336189e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -13361886.000000 Penalty: 5950.092285
	Iteration 28Q: 3 clusters Score -1.336189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 161584 members 
Entering Unmasked Estep 
Score: -13361913.000000 Penalty: 5950.092285
	Iteration 29Q: 3 clusters Score -1.336191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -13361925.000000 Penalty: 5950.092285
	Iteration 30Q: 3 clusters Score -1.336192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -13361953.000000 Penalty: 5950.092285
	Iteration 31Q: 3 clusters Score -1.336195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 161609 members 
Entering Unmasked Estep 
Score: -13361950.000000 Penalty: 5950.092285
	Iteration 32Q: 3 clusters Score -1.336195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 161611 members 
Entering Unmasked Estep 
Score: -13361958.000000 Penalty: 5950.092285
	Iteration 33Q: 3 clusters Score -1.336196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -13361958.000000 Penalty: 5950.092285
	Iteration 34Q: 3 clusters Score -1.336196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -13361969.000000 Penalty: 5950.092285
	Iteration 35Q: 3 clusters Score -1.336197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -13361965.000000 Penalty: 5950.092285
	Iteration 36Q: 3 clusters Score -1.336196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -13361969.000000 Penalty: 5950.092285
	Iteration 37Q: 3 clusters Score -1.336197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -13361969.000000 Penalty: 5950.092285
	Iteration 38F: 3 clusters Score -1.336197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Entering Unmasked Estep 
Score: -1503648.375000 Penalty: 2404.310791
	Iteration 0F: 2 clusters Score -1503648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1492055.375000 Penalty: 4808.621582
	Iteration 0F: 3 clusters Score -1492055 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1495910.250000 Penalty: 4808.621582
	Iteration 1F: 3 clusters Score -1495910 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1496393.750000 Penalty: 4808.621582
	Iteration 2F: 3 clusters Score -1496394 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1496773.750000 Penalty: 4808.621582
	Iteration 3F: 3 clusters Score -1496774 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1497143.500000 Penalty: 4808.621582
	Iteration 4Q: 3 clusters Score -1497144 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1497541.500000 Penalty: 4808.621582
	Iteration 5Q: 3 clusters Score -1497542 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1497938.250000 Penalty: 4808.621582
	Iteration 6Q: 3 clusters Score -1497938 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1498344.125000 Penalty: 4808.621582
	Iteration 7Q: 3 clusters Score -1498344 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1498695.875000 Penalty: 4808.621582
	Iteration 8Q: 3 clusters Score -1498696 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1498976.125000 Penalty: 4808.621582
	Iteration 9Q: 3 clusters Score -1498976 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1499186.750000 Penalty: 4808.621582
	Iteration 10Q: 3 clusters Score -1499187 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1499335.000000 Penalty: 4808.621582
	Iteration 11Q: 3 clusters Score -1499335 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1499462.875000 Penalty: 4808.621582
	Iteration 12Q: 3 clusters Score -1499463 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1499539.375000 Penalty: 4808.621582
	Iteration 13Q: 3 clusters Score -1499539 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1499611.250000 Penalty: 4808.621582
	Iteration 14Q: 3 clusters Score -1499611 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1499662.125000 Penalty: 4808.621582
	Iteration 15Q: 3 clusters Score -1499662 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1499713.125000 Penalty: 4808.621582
	Iteration 16Q: 3 clusters Score -1499713 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1499748.750000 Penalty: 4808.621582
	Iteration 17Q: 3 clusters Score -1499749 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1499779.375000 Penalty: 4808.621582
	Iteration 18Q: 3 clusters Score -1499779 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1499805.000000 Penalty: 4808.621582
	Iteration 19Q: 3 clusters Score -1499805 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1499829.875000 Penalty: 4808.621582
	Iteration 20F: 3 clusters Score -1499830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1499859.500000 Penalty: 4808.621582
	Iteration 21Q: 3 clusters Score -1499860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1499885.500000 Penalty: 4808.621582
	Iteration 22Q: 3 clusters Score -1499886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1499912.125000 Penalty: 4808.621582
	Iteration 23Q: 3 clusters Score -1499912 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1499930.500000 Penalty: 4808.621582
	Iteration 24Q: 3 clusters Score -1499930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1499950.250000 Penalty: 4808.621582
	Iteration 25Q: 3 clusters Score -1499950 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1499981.250000 Penalty: 4808.621582
	Iteration 26Q: 3 clusters Score -1499981 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1499993.750000 Penalty: 4808.621582
	Iteration 27Q: 3 clusters Score -1499994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1500012.875000 Penalty: 4808.621582
	Iteration 28Q: 3 clusters Score -1500013 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1500032.375000 Penalty: 4808.621582
	Iteration 29Q: 3 clusters Score -1500032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1500057.750000 Penalty: 4808.621582
	Iteration 30Q: 3 clusters Score -1500058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1500080.500000 Penalty: 4808.621582
	Iteration 31Q: 3 clusters Score -1500080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1500112.125000 Penalty: 4808.621582
	Iteration 32Q: 3 clusters Score -1500112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1500153.375000 Penalty: 4808.621582
	Iteration 33Q: 3 clusters Score -1500153 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1500194.625000 Penalty: 4808.621582
	Iteration 34Q: 3 clusters Score -1500195 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1500242.250000 Penalty: 4808.621582
	Iteration 35Q: 3 clusters Score -1500242 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1500289.250000 Penalty: 4808.621582
	Iteration 36Q: 3 clusters Score -1500289 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1500331.875000 Penalty: 4808.621582
	Iteration 37Q: 3 clusters Score -1500332 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1500385.375000 Penalty: 4808.621582
	Iteration 38Q: 3 clusters Score -1500385 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1500441.375000 Penalty: 4808.621582
	Iteration 39Q: 3 clusters Score -1500441 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1500497.750000 Penalty: 4808.621582
	Iteration 40F: 3 clusters Score -1500498 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1500563.125000 Penalty: 4808.621582
	Iteration 41Q: 3 clusters Score -1500563 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1500632.250000 Penalty: 4808.621582
	Iteration 42Q: 3 clusters Score -1500632 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1500720.250000 Penalty: 4808.621582
	Iteration 43Q: 3 clusters Score -1500720 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1500807.875000 Penalty: 4808.621582
	Iteration 44Q: 3 clusters Score -1500808 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1500901.500000 Penalty: 4808.621582
	Iteration 45Q: 3 clusters Score -1500902 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1501002.500000 Penalty: 4808.621582
	Iteration 46Q: 3 clusters Score -1501002 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1501078.250000 Penalty: 4808.621582
	Iteration 47Q: 3 clusters Score -1501078 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1501169.750000 Penalty: 4808.621582
	Iteration 48Q: 3 clusters Score -1501170 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1501242.125000 Penalty: 4808.621582
	Iteration 49Q: 3 clusters Score -1501242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1501311.875000 Penalty: 4808.621582
	Iteration 50Q: 3 clusters Score -1501312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1501391.875000 Penalty: 4808.621582
	Iteration 51Q: 3 clusters Score -1501392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1501468.875000 Penalty: 4808.621582
	Iteration 52Q: 3 clusters Score -1501469 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1501549.000000 Penalty: 4808.621582
	Iteration 53Q: 3 clusters Score -1501549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1501594.625000 Penalty: 4808.621582
	Iteration 54Q: 3 clusters Score -1501595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1501634.875000 Penalty: 4808.621582
	Iteration 55Q: 3 clusters Score -1501635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1501660.875000 Penalty: 4808.621582
	Iteration 56Q: 3 clusters Score -1501661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1501683.750000 Penalty: 4808.621582
	Iteration 57Q: 3 clusters Score -1501684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1501701.500000 Penalty: 4808.621582
	Iteration 58Q: 3 clusters Score -1501702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1501718.000000 Penalty: 4808.621582
	Iteration 59Q: 3 clusters Score -1501718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1501731.500000 Penalty: 4808.621582
	Iteration 60F: 3 clusters Score -1501732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1501737.500000 Penalty: 4808.621582
	Iteration 61Q: 3 clusters Score -1501738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1501744.750000 Penalty: 4808.621582
	Iteration 62Q: 3 clusters Score -1501745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1501753.125000 Penalty: 4808.621582
	Iteration 63Q: 3 clusters Score -1501753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1501754.250000 Penalty: 4808.621582
	Iteration 64Q: 3 clusters Score -1501754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1501763.250000 Penalty: 4808.621582
	Iteration 65Q: 3 clusters Score -1501763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1501768.250000 Penalty: 4808.621582
	Iteration 66Q: 3 clusters Score -1501768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1501776.000000 Penalty: 4808.621582
	Iteration 67Q: 3 clusters Score -1501776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1501782.875000 Penalty: 4808.621582
	Iteration 68Q: 3 clusters Score -1501783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1501784.625000 Penalty: 4808.621582
	Iteration 69Q: 3 clusters Score -1501785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1501788.625000 Penalty: 4808.621582
	Iteration 70Q: 3 clusters Score -1501789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1501793.750000 Penalty: 4808.621582
	Iteration 71Q: 3 clusters Score -1501794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1501798.125000 Penalty: 4808.621582
	Iteration 72Q: 3 clusters Score -1501798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1501802.375000 Penalty: 4808.621582
	Iteration 73Q: 3 clusters Score -1501802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1501804.250000 Penalty: 4808.621582
	Iteration 74Q: 3 clusters Score -1501804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1501807.375000 Penalty: 4808.621582
	Iteration 75Q: 3 clusters Score -1501807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1501815.500000 Penalty: 4808.621582
	Iteration 76Q: 3 clusters Score -1501816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1501815.875000 Penalty: 4808.621582
	Iteration 77Q: 3 clusters Score -1501816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1501821.375000 Penalty: 4808.621582
	Iteration 78Q: 3 clusters Score -1501821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1501821.000000 Penalty: 4808.621582
	Iteration 79Q: 3 clusters Score -1501821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1501826.500000 Penalty: 4808.621582
	Iteration 80F: 3 clusters Score -1501826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1501829.625000 Penalty: 4808.621582
	Iteration 81Q: 3 clusters Score -1501830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1501830.500000 Penalty: 4808.621582
	Iteration 82Q: 3 clusters Score -1501830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1501829.750000 Penalty: 4808.621582
	Iteration 83Q: 3 clusters Score -1501830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1501829.750000 Penalty: 4808.621582
	Iteration 84F: 3 clusters Score -1501830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -244426.171875 Penalty: 2049.434326
	Iteration 0F: 2 clusters Score -244426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -240648.468750 Penalty: 4098.868652
	Iteration 0F: 3 clusters Score -240648.5 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -241868.812500 Penalty: 4098.868652
	Iteration 1F: 3 clusters Score -241868.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -242477.078125 Penalty: 4098.868652
	Iteration 2F: 3 clusters Score -242477.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -242964.015625 Penalty: 4098.868652
	Iteration 3F: 3 clusters Score -242964 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -243284.312500 Penalty: 4098.868652
	Iteration 4F: 3 clusters Score -243284.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -243529.843750 Penalty: 4098.868652
	Iteration 5F: 3 clusters Score -243529.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -243697.515625 Penalty: 4098.868652
	Iteration 6Q: 3 clusters Score -243697.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -243793.140625 Penalty: 4098.868652
	Iteration 7Q: 3 clusters Score -243793.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -243859.218750 Penalty: 4098.868652
	Iteration 8Q: 3 clusters Score -243859.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -243909.250000 Penalty: 4098.868652
	Iteration 9Q: 3 clusters Score -243909.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -243965.359375 Penalty: 4098.868652
	Iteration 10Q: 3 clusters Score -243965.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -244018.140625 Penalty: 4098.868652
	Iteration 11Q: 3 clusters Score -244018.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -244048.625000 Penalty: 4098.868652
	Iteration 12Q: 3 clusters Score -244048.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -244083.109375 Penalty: 4098.868652
	Iteration 13Q: 3 clusters Score -244083.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -244102.656250 Penalty: 4098.868652
	Iteration 14Q: 3 clusters Score -244102.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -244119.718750 Penalty: 4098.868652
	Iteration 15Q: 3 clusters Score -244119.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -244132.843750 Penalty: 4098.868652
	Iteration 16Q: 3 clusters Score -244132.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -244141.906250 Penalty: 4098.868652
	Iteration 17Q: 3 clusters Score -244141.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -244147.937500 Penalty: 4098.868652
	Iteration 18Q: 3 clusters Score -244147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -244153.593750 Penalty: 4098.868652
	Iteration 19Q: 3 clusters Score -244153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -244164.687500 Penalty: 4098.868652
	Iteration 20F: 3 clusters Score -244164.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -244173.765625 Penalty: 4098.868652
	Iteration 21Q: 3 clusters Score -244173.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -244183.281250 Penalty: 4098.868652
	Iteration 22Q: 3 clusters Score -244183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -244191.406250 Penalty: 4098.868652
	Iteration 23Q: 3 clusters Score -244191.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -244195.531250 Penalty: 4098.868652
	Iteration 24Q: 3 clusters Score -244195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -244196.609375 Penalty: 4098.868652
	Iteration 25Q: 3 clusters Score -244196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -244197.437500 Penalty: 4098.868652
	Iteration 26Q: 3 clusters Score -244197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -244197.015625 Penalty: 4098.868652
	Iteration 27Q: 3 clusters Score -244197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -244197.015625 Penalty: 4098.868652
	Iteration 28F: 3 clusters Score -244197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -245114.671875 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -245114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -241776.000000 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -241776 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -242481.640625 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -242481.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -242647.281250 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -242647.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -242743.265625 Penalty: 3995.830322
	Iteration 3Q: 3 clusters Score -242743.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -242804.906250 Penalty: 3995.830322
	Iteration 4Q: 3 clusters Score -242804.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -242854.187500 Penalty: 3995.830322
	Iteration 5Q: 3 clusters Score -242854.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -242885.625000 Penalty: 3995.830322
	Iteration 6Q: 3 clusters Score -242885.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -242904.765625 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -242904.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -242927.046875 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -242927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -242948.515625 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -242948.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -242968.359375 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -242968.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -242989.656250 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -242989.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -243004.343750 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -243004.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -243015.578125 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -243015.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -243026.562500 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -243026.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -243038.578125 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -243038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -243046.671875 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -243046.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -243052.984375 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -243053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -243057.406250 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -243057.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -243063.937500 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -243063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -243068.703125 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -243068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -243070.375000 Penalty: 3995.830322
	Iteration 21Q: 3 clusters Score -243070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -243073.328125 Penalty: 3995.830322
	Iteration 22Q: 3 clusters Score -243073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -243076.593750 Penalty: 3995.830322
	Iteration 23Q: 3 clusters Score -243076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -243077.359375 Penalty: 3995.830322
	Iteration 24Q: 3 clusters Score -243077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -243077.750000 Penalty: 3995.830322
	Iteration 25Q: 3 clusters Score -243077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -243080.437500 Penalty: 3995.830322
	Iteration 26Q: 3 clusters Score -243080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -243083.765625 Penalty: 3995.830322
	Iteration 27Q: 3 clusters Score -243083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -243086.109375 Penalty: 3995.830322
	Iteration 28Q: 3 clusters Score -243086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -243089.718750 Penalty: 3995.830322
	Iteration 29Q: 3 clusters Score -243089.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -243093.843750 Penalty: 3995.830322
	Iteration 30Q: 3 clusters Score -243093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -243097.187500 Penalty: 3995.830322
	Iteration 31Q: 3 clusters Score -243097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -243099.515625 Penalty: 3995.830322
	Iteration 32Q: 3 clusters Score -243099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -243103.187500 Penalty: 3995.830322
	Iteration 33Q: 3 clusters Score -243103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -243105.968750 Penalty: 3995.830322
	Iteration 34Q: 3 clusters Score -243106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -243108.765625 Penalty: 3995.830322
	Iteration 35Q: 3 clusters Score -243108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -243110.390625 Penalty: 3995.830322
	Iteration 36Q: 3 clusters Score -243110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -243112.875000 Penalty: 3995.830322
	Iteration 37Q: 3 clusters Score -243112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -243116.984375 Penalty: 3995.830322
	Iteration 38Q: 3 clusters Score -243117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -243119.421875 Penalty: 3995.830322
	Iteration 39Q: 3 clusters Score -243119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -243123.671875 Penalty: 3995.830322
	Iteration 40F: 3 clusters Score -243123.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -243127.687500 Penalty: 3995.830322
	Iteration 41Q: 3 clusters Score -243127.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -243134.734375 Penalty: 3995.830322
	Iteration 42Q: 3 clusters Score -243134.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -243140.468750 Penalty: 3995.830322
	Iteration 43Q: 3 clusters Score -243140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -243140.953125 Penalty: 3995.830322
	Iteration 44Q: 3 clusters Score -243141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -243141.187500 Penalty: 3995.830322
	Iteration 45Q: 3 clusters Score -243141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -243141.781250 Penalty: 3995.830322
	Iteration 46Q: 3 clusters Score -243141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -243141.781250 Penalty: 3995.830322
	Iteration 47F: 3 clusters Score -243141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -539343.437500 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -539343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -534375.437500 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -534375.4 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -535597.625000 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -535597.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -535833.375000 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -535833.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -535970.000000 Penalty: 4286.024902
	Iteration 3Q: 3 clusters Score -535970 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -536065.625000 Penalty: 4286.024902
	Iteration 4Q: 3 clusters Score -536065.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -536142.687500 Penalty: 4286.024902
	Iteration 5Q: 3 clusters Score -536142.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -536201.000000 Penalty: 4286.024902
	Iteration 6Q: 3 clusters Score -536201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -536255.187500 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -536255.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -536302.625000 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -536302.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -536363.437500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -536363.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -536425.375000 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -536425.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -536485.125000 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -536485.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -536552.125000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -536552.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -536634.875000 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -536634.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -536729.875000 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -536729.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -536826.437500 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -536826.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -536924.562500 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -536924.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -537018.000000 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -537018 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -537095.875000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -537095.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -537177.312500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -537177.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -537273.375000 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -537273.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -537335.250000 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -537335.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -537376.187500 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -537376.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -537420.000000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -537420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -537461.062500 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -537461.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -537507.250000 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -537507.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -537537.812500 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -537537.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -537561.812500 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -537561.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -537573.875000 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -537573.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -537582.500000 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -537582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -537587.000000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -537587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -537590.875000 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -537590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -537595.812500 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -537595.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -537600.750000 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -537600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -537603.375000 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -537603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -537607.812500 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -537607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -537608.375000 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -537608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -537609.937500 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -537609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -537611.875000 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -537611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -537613.312500 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -537613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -537613.812500 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -537613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -537615.187500 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -537615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -537617.875000 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -537617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -537617.750000 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -537617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -537618.625000 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -537618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -537620.875000 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -537620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -537620.937500 Penalty: 4286.024902
	Iteration 46Q: 3 clusters Score -537620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -537623.000000 Penalty: 4286.024902
	Iteration 47Q: 3 clusters Score -537623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -537623.187500 Penalty: 4286.024902
	Iteration 48Q: 3 clusters Score -537623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -537625.062500 Penalty: 4286.024902
	Iteration 49Q: 3 clusters Score -537625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -537625.312500 Penalty: 4286.024902
	Iteration 50Q: 3 clusters Score -537625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -537625.750000 Penalty: 4286.024902
	Iteration 51Q: 3 clusters Score -537625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -537626.062500 Penalty: 4286.024902
	Iteration 52Q: 3 clusters Score -537626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -537627.187500 Penalty: 4286.024902
	Iteration 53Q: 3 clusters Score -537627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -537627.625000 Penalty: 4286.024902
	Iteration 54Q: 3 clusters Score -537627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -537629.000000 Penalty: 4286.024902
	Iteration 55Q: 3 clusters Score -537629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -537629.875000 Penalty: 4286.024902
	Iteration 56Q: 3 clusters Score -537629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -537632.125000 Penalty: 4286.024902
	Iteration 57Q: 3 clusters Score -537632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -537632.250000 Penalty: 4286.024902
	Iteration 58Q: 3 clusters Score -537632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -537633.625000 Penalty: 4286.024902
	Iteration 59Q: 3 clusters Score -537633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -537633.625000 Penalty: 4286.024902
	Iteration 60F: 3 clusters Score -537633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1030271.125000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1030271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1020892.812500 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1020893 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1023780.437500 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1023780 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1024055.937500 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1024056 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1024258.812500 Penalty: 4684.493164
	Iteration 3Q: 3 clusters Score -1024259 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1024457.062500 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1024457 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1024645.687500 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1024646 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1024842.062500 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1024842 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1025054.500000 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1025054 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1025306.937500 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1025307 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1025651.062500 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1025651 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1026065.687500 Penalty: 4684.493164
	Iteration 10F: 3 clusters Score -1026066 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1026514.437500 Penalty: 4684.493164
	Iteration 11F: 3 clusters Score -1026514 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1026873.750000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1026874 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1027168.062500 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1027168 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1027429.375000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1027429 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1027632.500000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1027632 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1027798.125000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1027798 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1027927.000000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1027927 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1028003.312500 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1028003 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1028058.437500 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1028058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1028105.062500 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1028105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1028139.875000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1028140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1028164.687500 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1028165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1028182.750000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1028183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1028191.562500 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1028192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1028201.000000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1028201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1028206.312500 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1028206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1028216.250000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1028216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1028223.375000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1028223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1028226.187500 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1028226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1028225.812500 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1028226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1028225.812500 Penalty: 4684.493164
	Iteration 31F: 3 clusters Score -1028226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Entering Unmasked Estep 
Score: -1905917.125000 Penalty: 2456.288086
	Iteration 0F: 2 clusters Score -1905917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1891869.375000 Penalty: 4912.576172
	Iteration 0F: 3 clusters Score -1891869 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1896762.625000 Penalty: 4912.576172
	Iteration 1F: 3 clusters Score -1896763 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1897384.000000 Penalty: 4912.576172
	Iteration 2F: 3 clusters Score -1897384 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1897926.625000 Penalty: 4912.576172
	Iteration 3F: 3 clusters Score -1897927 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1898413.500000 Penalty: 4912.576172
	Iteration 4F: 3 clusters Score -1898414 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1898839.250000 Penalty: 4912.576172
	Iteration 5Q: 3 clusters Score -1898839 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1899193.250000 Penalty: 4912.576172
	Iteration 6Q: 3 clusters Score -1899193 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1899540.000000 Penalty: 4912.576172
	Iteration 7Q: 3 clusters Score -1899540 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1899853.250000 Penalty: 4912.576172
	Iteration 8Q: 3 clusters Score -1899853 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1900173.875000 Penalty: 4912.576172
	Iteration 9Q: 3 clusters Score -1900174 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1900506.750000 Penalty: 4912.576172
	Iteration 10Q: 3 clusters Score -1900507 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1900856.125000 Penalty: 4912.576172
	Iteration 11Q: 3 clusters Score -1900856 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1901164.125000 Penalty: 4912.576172
	Iteration 12Q: 3 clusters Score -1901164 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1901445.375000 Penalty: 4912.576172
	Iteration 13Q: 3 clusters Score -1901445 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1901667.875000 Penalty: 4912.576172
	Iteration 14Q: 3 clusters Score -1901668 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1901900.875000 Penalty: 4912.576172
	Iteration 15Q: 3 clusters Score -1901901 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1902093.875000 Penalty: 4912.576172
	Iteration 16Q: 3 clusters Score -1902094 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1902268.000000 Penalty: 4912.576172
	Iteration 17Q: 3 clusters Score -1902268 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1902434.000000 Penalty: 4912.576172
	Iteration 18Q: 3 clusters Score -1902434 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1902598.625000 Penalty: 4912.576172
	Iteration 19Q: 3 clusters Score -1902599 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1902763.000000 Penalty: 4912.576172
	Iteration 20F: 3 clusters Score -1902763 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1902918.875000 Penalty: 4912.576172
	Iteration 21Q: 3 clusters Score -1902919 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1903050.625000 Penalty: 4912.576172
	Iteration 22Q: 3 clusters Score -1903051 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1903168.750000 Penalty: 4912.576172
	Iteration 23Q: 3 clusters Score -1903169 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1903252.500000 Penalty: 4912.576172
	Iteration 24Q: 3 clusters Score -1903252 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1903334.375000 Penalty: 4912.576172
	Iteration 25Q: 3 clusters Score -1903334 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1903401.250000 Penalty: 4912.576172
	Iteration 26Q: 3 clusters Score -1903401 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1903465.625000 Penalty: 4912.576172
	Iteration 27Q: 3 clusters Score -1903466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1903519.125000 Penalty: 4912.576172
	Iteration 28Q: 3 clusters Score -1903519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1903568.375000 Penalty: 4912.576172
	Iteration 29Q: 3 clusters Score -1903568 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1903602.250000 Penalty: 4912.576172
	Iteration 30Q: 3 clusters Score -1903602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1903629.750000 Penalty: 4912.576172
	Iteration 31Q: 3 clusters Score -1903630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1903656.625000 Penalty: 4912.576172
	Iteration 32Q: 3 clusters Score -1903657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1903681.125000 Penalty: 4912.576172
	Iteration 33Q: 3 clusters Score -1903681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1903706.000000 Penalty: 4912.576172
	Iteration 34Q: 3 clusters Score -1903706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1903727.125000 Penalty: 4912.576172
	Iteration 35Q: 3 clusters Score -1903727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1903740.250000 Penalty: 4912.576172
	Iteration 36Q: 3 clusters Score -1903740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1903757.625000 Penalty: 4912.576172
	Iteration 37Q: 3 clusters Score -1903758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1903768.125000 Penalty: 4912.576172
	Iteration 38Q: 3 clusters Score -1903768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1903777.625000 Penalty: 4912.576172
	Iteration 39Q: 3 clusters Score -1903778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1903783.750000 Penalty: 4912.576172
	Iteration 40F: 3 clusters Score -1903784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1903793.500000 Penalty: 4912.576172
	Iteration 41Q: 3 clusters Score -1903794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1903798.500000 Penalty: 4912.576172
	Iteration 42Q: 3 clusters Score -1903798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1903802.375000 Penalty: 4912.576172
	Iteration 43Q: 3 clusters Score -1903802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1903805.875000 Penalty: 4912.576172
	Iteration 44Q: 3 clusters Score -1903806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1903806.375000 Penalty: 4912.576172
	Iteration 45Q: 3 clusters Score -1903806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1903808.500000 Penalty: 4912.576172
	Iteration 46Q: 3 clusters Score -1903808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1903805.750000 Penalty: 4912.576172
	Iteration 47Q: 3 clusters Score -1903806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1903810.125000 Penalty: 4912.576172
	Iteration 48Q: 3 clusters Score -1903810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1903816.125000 Penalty: 4912.576172
	Iteration 49Q: 3 clusters Score -1903816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1903822.375000 Penalty: 4912.576172
	Iteration 50Q: 3 clusters Score -1903822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1903825.750000 Penalty: 4912.576172
	Iteration 51Q: 3 clusters Score -1903826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1903835.125000 Penalty: 4912.576172
	Iteration 52Q: 3 clusters Score -1903835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1903838.625000 Penalty: 4912.576172
	Iteration 53Q: 3 clusters Score -1903839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1903844.000000 Penalty: 4912.576172
	Iteration 54Q: 3 clusters Score -1903844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1903849.500000 Penalty: 4912.576172
	Iteration 55Q: 3 clusters Score -1903850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1903851.000000 Penalty: 4912.576172
	Iteration 56Q: 3 clusters Score -1903851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1903854.750000 Penalty: 4912.576172
	Iteration 57Q: 3 clusters Score -1903855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1903858.750000 Penalty: 4912.576172
	Iteration 58Q: 3 clusters Score -1903859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1903863.750000 Penalty: 4912.576172
	Iteration 59Q: 3 clusters Score -1903864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1903864.875000 Penalty: 4912.576172
	Iteration 60F: 3 clusters Score -1903865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1903865.500000 Penalty: 4912.576172
	Iteration 61Q: 3 clusters Score -1903866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1903867.250000 Penalty: 4912.576172
	Iteration 62Q: 3 clusters Score -1903867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1903869.500000 Penalty: 4912.576172
	Iteration 63Q: 3 clusters Score -1903870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1903867.125000 Penalty: 4912.576172
	Iteration 64Q: 3 clusters Score -1903867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1903872.250000 Penalty: 4912.576172
	Iteration 65Q: 3 clusters Score -1903872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1903872.000000 Penalty: 4912.576172
	Iteration 66Q: 3 clusters Score -1903872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1903870.000000 Penalty: 4912.576172
	Iteration 67Q: 3 clusters Score -1903870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1903871.500000 Penalty: 4912.576172
	Iteration 68Q: 3 clusters Score -1903872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1903871.500000 Penalty: 4912.576172
	Iteration 69F: 3 clusters Score -1903872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Entering Unmasked Estep 
Score: -3561032.500000 Penalty: 2650.404541
	Iteration 0F: 2 clusters Score -3561032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3531491.750000 Penalty: 5300.809082
	Iteration 0F: 3 clusters Score -3531492 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3542549.500000 Penalty: 5300.809082
	Iteration 1F: 3 clusters Score -3542550 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3543065.250000 Penalty: 5300.809082
	Iteration 2Q: 3 clusters Score -3543065 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3543525.500000 Penalty: 5300.809082
	Iteration 3Q: 3 clusters Score -3543526 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3543969.500000 Penalty: 5300.809082
	Iteration 4Q: 3 clusters Score -3543970 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3544462.000000 Penalty: 5300.809082
	Iteration 5Q: 3 clusters Score -3544462 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3544921.250000 Penalty: 5300.809082
	Iteration 6Q: 3 clusters Score -3544921 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3545447.500000 Penalty: 5300.809082
	Iteration 7Q: 3 clusters Score -3545448 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3545992.250000 Penalty: 5300.809082
	Iteration 8Q: 3 clusters Score -3545992 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3546512.000000 Penalty: 5300.809082
	Iteration 9Q: 3 clusters Score -3546512 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3547072.250000 Penalty: 5300.809082
	Iteration 10Q: 3 clusters Score -3547072 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3547812.000000 Penalty: 5300.809082
	Iteration 11Q: 3 clusters Score -3547812 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3548775.750000 Penalty: 5300.809082
	Iteration 12Q: 3 clusters Score -3548776 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3549902.500000 Penalty: 5300.809082
	Iteration 13Q: 3 clusters Score -3549902 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3551032.000000 Penalty: 5300.809082
	Iteration 14Q: 3 clusters Score -3551032 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3551844.500000 Penalty: 5300.809082
	Iteration 15Q: 3 clusters Score -3551844 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3552307.250000 Penalty: 5300.809082
	Iteration 16Q: 3 clusters Score -3552307 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3552623.500000 Penalty: 5300.809082
	Iteration 17Q: 3 clusters Score -3552624 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3552856.500000 Penalty: 5300.809082
	Iteration 18Q: 3 clusters Score -3552856 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3553065.750000 Penalty: 5300.809082
	Iteration 19Q: 3 clusters Score -3553066 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3553290.000000 Penalty: 5300.809082
	Iteration 20F: 3 clusters Score -3553290 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3553508.250000 Penalty: 5300.809082
	Iteration 21Q: 3 clusters Score -3553508 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3553774.750000 Penalty: 5300.809082
	Iteration 22Q: 3 clusters Score -3553775 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3554063.500000 Penalty: 5300.809082
	Iteration 23Q: 3 clusters Score -3554064 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3554414.000000 Penalty: 5300.809082
	Iteration 24Q: 3 clusters Score -3554414 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3554745.750000 Penalty: 5300.809082
	Iteration 25Q: 3 clusters Score -3554746 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3555090.750000 Penalty: 5300.809082
	Iteration 26Q: 3 clusters Score -3555091 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3555428.750000 Penalty: 5300.809082
	Iteration 27Q: 3 clusters Score -3555429 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3555787.250000 Penalty: 5300.809082
	Iteration 28Q: 3 clusters Score -3555787 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3556168.250000 Penalty: 5300.809082
	Iteration 29Q: 3 clusters Score -3556168 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3556542.000000 Penalty: 5300.809082
	Iteration 30Q: 3 clusters Score -3556542 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3556898.500000 Penalty: 5300.809082
	Iteration 31Q: 3 clusters Score -3556898 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3557226.250000 Penalty: 5300.809082
	Iteration 32Q: 3 clusters Score -3557226 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3557523.250000 Penalty: 5300.809082
	Iteration 33Q: 3 clusters Score -3557523 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3557829.250000 Penalty: 5300.809082
	Iteration 34Q: 3 clusters Score -3557829 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3558115.250000 Penalty: 5300.809082
	Iteration 35Q: 3 clusters Score -3558115 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3558287.000000 Penalty: 5300.809082
	Iteration 36Q: 3 clusters Score -3558287 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3558425.250000 Penalty: 5300.809082
	Iteration 37Q: 3 clusters Score -3558425 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3558534.000000 Penalty: 5300.809082
	Iteration 38Q: 3 clusters Score -3558534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3558599.750000 Penalty: 5300.809082
	Iteration 39Q: 3 clusters Score -3558600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3558625.750000 Penalty: 5300.809082
	Iteration 40F: 3 clusters Score -3558626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3558650.000000 Penalty: 5300.809082
	Iteration 41Q: 3 clusters Score -3558650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3558668.250000 Penalty: 5300.809082
	Iteration 42Q: 3 clusters Score -3558668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3558678.250000 Penalty: 5300.809082
	Iteration 43Q: 3 clusters Score -3558678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3558683.000000 Penalty: 5300.809082
	Iteration 44Q: 3 clusters Score -3558683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3558687.250000 Penalty: 5300.809082
	Iteration 45Q: 3 clusters Score -3558687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3558701.250000 Penalty: 5300.809082
	Iteration 46Q: 3 clusters Score -3558701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3558703.250000 Penalty: 5300.809082
	Iteration 47Q: 3 clusters Score -3558703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3558701.250000 Penalty: 5300.809082
	Iteration 48Q: 3 clusters Score -3558701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3558705.750000 Penalty: 5300.809082
	Iteration 49Q: 3 clusters Score -3558706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3558705.250000 Penalty: 5300.809082
	Iteration 50Q: 3 clusters Score -3558705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3558710.500000 Penalty: 5300.809082
	Iteration 51Q: 3 clusters Score -3558710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3558711.500000 Penalty: 5300.809082
	Iteration 52Q: 3 clusters Score -3558712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3558718.500000 Penalty: 5300.809082
	Iteration 53Q: 3 clusters Score -3558718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3558718.500000 Penalty: 5300.809082
	Iteration 54F: 3 clusters Score -3558718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Entering Unmasked Estep 
Score: -14207227.000000 Penalty: 2946.484619
	Iteration 0F: 2 clusters Score -1.420723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -14118850.000000 Penalty: 5892.969238
	Iteration 0F: 3 clusters Score -1.411885e+07 nChanged 69191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -14159348.000000 Penalty: 5892.969238
	Iteration 1F: 3 clusters Score -1.415935e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -14160604.000000 Penalty: 5892.969238
	Iteration 2Q: 3 clusters Score -1.41606e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -14161701.000000 Penalty: 5892.969238
	Iteration 3Q: 3 clusters Score -1.41617e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -14163182.000000 Penalty: 5892.969238
	Iteration 4Q: 3 clusters Score -1.416318e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -14164981.000000 Penalty: 5892.969238
	Iteration 5Q: 3 clusters Score -1.416498e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -14167314.000000 Penalty: 5892.969238
	Iteration 6Q: 3 clusters Score -1.416731e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 82186 members 
Entering Unmasked Estep 
Score: -14170414.000000 Penalty: 5892.969238
	Iteration 7Q: 3 clusters Score -1.417041e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -14174372.000000 Penalty: 5892.969238
	Iteration 8Q: 3 clusters Score -1.417437e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -14179765.000000 Penalty: 5892.969238
	Iteration 9F: 3 clusters Score -1.417976e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -14185197.000000 Penalty: 5892.969238
	Iteration 10F: 3 clusters Score -1.41852e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -14189175.000000 Penalty: 5892.969238
	Iteration 11Q: 3 clusters Score -1.418918e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -14191039.000000 Penalty: 5892.969238
	Iteration 12Q: 3 clusters Score -1.419104e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -14191544.000000 Penalty: 5892.969238
	Iteration 13Q: 3 clusters Score -1.419154e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -14191901.000000 Penalty: 5892.969238
	Iteration 14Q: 3 clusters Score -1.41919e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -14192189.000000 Penalty: 5892.969238
	Iteration 15Q: 3 clusters Score -1.419219e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 94117 members 
Entering Unmasked Estep 
Score: -14192395.000000 Penalty: 5892.969238
	Iteration 16Q: 3 clusters Score -1.41924e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 94791 members 
Entering Unmasked Estep 
Score: -14192627.000000 Penalty: 5892.969238
	Iteration 17Q: 3 clusters Score -1.419263e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -14192821.000000 Penalty: 5892.969238
	Iteration 18Q: 3 clusters Score -1.419282e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -14193087.000000 Penalty: 5892.969238
	Iteration 19Q: 3 clusters Score -1.419309e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -14193344.000000 Penalty: 5892.969238
	Iteration 20F: 3 clusters Score -1.419334e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -14193636.000000 Penalty: 5892.969238
	Iteration 21Q: 3 clusters Score -1.419364e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -14193992.000000 Penalty: 5892.969238
	Iteration 22Q: 3 clusters Score -1.419399e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 100316 members 
Entering Unmasked Estep 
Score: -14194341.000000 Penalty: 5892.969238
	Iteration 23Q: 3 clusters Score -1.419434e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -14194659.000000 Penalty: 5892.969238
	Iteration 24Q: 3 clusters Score -1.419466e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 102957 members 
Entering Unmasked Estep 
Score: -14195086.000000 Penalty: 5892.969238
	Iteration 25Q: 3 clusters Score -1.419509e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -14195547.000000 Penalty: 5892.969238
	Iteration 26Q: 3 clusters Score -1.419555e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -14196078.000000 Penalty: 5892.969238
	Iteration 27Q: 3 clusters Score -1.419608e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 107842 members 
Entering Unmasked Estep 
Score: -14196701.000000 Penalty: 5892.969238
	Iteration 28Q: 3 clusters Score -1.41967e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -14197271.000000 Penalty: 5892.969238
	Iteration 29Q: 3 clusters Score -1.419727e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -14197891.000000 Penalty: 5892.969238
	Iteration 30Q: 3 clusters Score -1.419789e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 113308 members 
Entering Unmasked Estep 
Score: -14198584.000000 Penalty: 5892.969238
	Iteration 31Q: 3 clusters Score -1.419858e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 115220 members 
Entering Unmasked Estep 
Score: -14199179.000000 Penalty: 5892.969238
	Iteration 32Q: 3 clusters Score -1.419918e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -14199827.000000 Penalty: 5892.969238
	Iteration 33Q: 3 clusters Score -1.419983e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -14200510.000000 Penalty: 5892.969238
	Iteration 34Q: 3 clusters Score -1.420051e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -14201313.000000 Penalty: 5892.969238
	Iteration 35Q: 3 clusters Score -1.420131e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -14202096.000000 Penalty: 5892.969238
	Iteration 36Q: 3 clusters Score -1.42021e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -14202769.000000 Penalty: 5892.969238
	Iteration 37Q: 3 clusters Score -1.420277e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -14203390.000000 Penalty: 5892.969238
	Iteration 38Q: 3 clusters Score -1.420339e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -14203853.000000 Penalty: 5892.969238
	Iteration 39Q: 3 clusters Score -1.420385e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 130786 members 
Entering Unmasked Estep 
Score: -14204101.000000 Penalty: 5892.969238
	Iteration 40F: 3 clusters Score -1.42041e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -14204360.000000 Penalty: 5892.969238
	Iteration 41Q: 3 clusters Score -1.420436e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -14204533.000000 Penalty: 5892.969238
	Iteration 42Q: 3 clusters Score -1.420453e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -14204679.000000 Penalty: 5892.969238
	Iteration 43Q: 3 clusters Score -1.420468e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 135853 members 
Entering Unmasked Estep 
Score: -14204900.000000 Penalty: 5892.969238
	Iteration 44Q: 3 clusters Score -1.42049e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -14204927.000000 Penalty: 5892.969238
	Iteration 45Q: 3 clusters Score -1.420493e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -14204977.000000 Penalty: 5892.969238
	Iteration 46Q: 3 clusters Score -1.420498e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -14204962.000000 Penalty: 5892.969238
	Iteration 47Q: 3 clusters Score -1.420496e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 138620 members 
Entering Unmasked Estep 
Score: -14205026.000000 Penalty: 5892.969238
	Iteration 48Q: 3 clusters Score -1.420503e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 139099 members 
Entering Unmasked Estep 
Score: -14205044.000000 Penalty: 5892.969238
	Iteration 49Q: 3 clusters Score -1.420504e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -14205130.000000 Penalty: 5892.969238
	Iteration 50Q: 3 clusters Score -1.420513e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 139895 members 
Entering Unmasked Estep 
Score: -14205191.000000 Penalty: 5892.969238
	Iteration 51Q: 3 clusters Score -1.420519e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 140227 members 
Entering Unmasked Estep 
Score: -14205339.000000 Penalty: 5892.969238
	Iteration 52Q: 3 clusters Score -1.420534e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 140484 members 
Entering Unmasked Estep 
Score: -14205369.000000 Penalty: 5892.969238
	Iteration 53Q: 3 clusters Score -1.420537e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 140735 members 
Entering Unmasked Estep 
Score: -14205430.000000 Penalty: 5892.969238
	Iteration 54Q: 3 clusters Score -1.420543e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -14205496.000000 Penalty: 5892.969238
	Iteration 55Q: 3 clusters Score -1.42055e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 141059 members 
Entering Unmasked Estep 
Score: -14205504.000000 Penalty: 5892.969238
	Iteration 56Q: 3 clusters Score -1.42055e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 141182 members 
Entering Unmasked Estep 
Score: -14205550.000000 Penalty: 5892.969238
	Iteration 57Q: 3 clusters Score -1.420555e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -14205626.000000 Penalty: 5892.969238
	Iteration 58Q: 3 clusters Score -1.420563e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -14205654.000000 Penalty: 5892.969238
	Iteration 59Q: 3 clusters Score -1.420565e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 141439 members 
Entering Unmasked Estep 
Score: -14205680.000000 Penalty: 5892.969238
	Iteration 60F: 3 clusters Score -1.420568e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -14205723.000000 Penalty: 5892.969238
	Iteration 61Q: 3 clusters Score -1.420572e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -14205777.000000 Penalty: 5892.969238
	Iteration 62Q: 3 clusters Score -1.420578e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -14205794.000000 Penalty: 5892.969238
	Iteration 63Q: 3 clusters Score -1.420579e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -14205849.000000 Penalty: 5892.969238
	Iteration 64Q: 3 clusters Score -1.420585e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 141599 members 
Entering Unmasked Estep 
Score: -14205862.000000 Penalty: 5892.969238
	Iteration 65Q: 3 clusters Score -1.420586e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -14205878.000000 Penalty: 5892.969238
	Iteration 66Q: 3 clusters Score -1.420588e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -14205900.000000 Penalty: 5892.969238
	Iteration 67Q: 3 clusters Score -1.42059e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -14205933.000000 Penalty: 5892.969238
	Iteration 68Q: 3 clusters Score -1.420593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -14205921.000000 Penalty: 5892.969238
	Iteration 69Q: 3 clusters Score -1.420592e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 141592 members 
Entering Unmasked Estep 
Score: -14205943.000000 Penalty: 5892.969238
	Iteration 70Q: 3 clusters Score -1.420594e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 141579 members 
Entering Unmasked Estep 
Score: -14205935.000000 Penalty: 5892.969238
	Iteration 71Q: 3 clusters Score -1.420594e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 141567 members 
Entering Unmasked Estep 
Score: -14205964.000000 Penalty: 5892.969238
	Iteration 72Q: 3 clusters Score -1.420596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -14205969.000000 Penalty: 5892.969238
	Iteration 73Q: 3 clusters Score -1.420597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 141541 members 
Entering Unmasked Estep 
Score: -14205986.000000 Penalty: 5892.969238
	Iteration 74Q: 3 clusters Score -1.420599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -14206009.000000 Penalty: 5892.969238
	Iteration 75Q: 3 clusters Score -1.420601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 141503 members 
Entering Unmasked Estep 
Score: -14206029.000000 Penalty: 5892.969238
	Iteration 76Q: 3 clusters Score -1.420603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 141484 members 
Entering Unmasked Estep 
Score: -14206049.000000 Penalty: 5892.969238
	Iteration 77Q: 3 clusters Score -1.420605e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -14206049.000000 Penalty: 5892.969238
	Iteration 78Q: 3 clusters Score -1.420605e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -14206073.000000 Penalty: 5892.969238
	Iteration 79Q: 3 clusters Score -1.420607e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -14206079.000000 Penalty: 5892.969238
	Iteration 80F: 3 clusters Score -1.420608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 141485 members 
Entering Unmasked Estep 
Score: -14206090.000000 Penalty: 5892.969238
	Iteration 81Q: 3 clusters Score -1.420609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 141481 members 
Entering Unmasked Estep 
Score: -14206094.000000 Penalty: 5892.969238
	Iteration 82Q: 3 clusters Score -1.420609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -14206087.000000 Penalty: 5892.969238
	Iteration 83Q: 3 clusters Score -1.420609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 141500 members 
Entering Unmasked Estep 
Score: -14206106.000000 Penalty: 5892.969238
	Iteration 84Q: 3 clusters Score -1.420611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -14206112.000000 Penalty: 5892.969238
	Iteration 85Q: 3 clusters Score -1.420611e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -14206109.000000 Penalty: 5892.969238
	Iteration 86Q: 3 clusters Score -1.420611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 141517 members 
Entering Unmasked Estep 
Score: -14206113.000000 Penalty: 5892.969238
	Iteration 87Q: 3 clusters Score -1.420611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 141522 members 
Entering Unmasked Estep 
Score: -14206105.000000 Penalty: 5892.969238
	Iteration 88Q: 3 clusters Score -1.42061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -14206110.000000 Penalty: 5892.969238
	Iteration 89Q: 3 clusters Score -1.420611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -14206130.000000 Penalty: 5892.969238
	Iteration 90Q: 3 clusters Score -1.420613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 141545 members 
Entering Unmasked Estep 
Score: -14206127.000000 Penalty: 5892.969238
	Iteration 91Q: 3 clusters Score -1.420613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
Score: -14206156.000000 Penalty: 5892.969238
	Iteration 92Q: 3 clusters Score -1.420616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -14206157.000000 Penalty: 5892.969238
	Iteration 93Q: 3 clusters Score -1.420616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 141538 members 
Entering Unmasked Estep 
Score: -14206157.000000 Penalty: 5892.969238
	Iteration 94Q: 3 clusters Score -1.420616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -14206183.000000 Penalty: 5892.969238
	Iteration 95Q: 3 clusters Score -1.420618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 141534 members 
Entering Unmasked Estep 
Score: -14206191.000000 Penalty: 5892.969238
	Iteration 96Q: 3 clusters Score -1.420619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -14206190.000000 Penalty: 5892.969238
	Iteration 97Q: 3 clusters Score -1.420619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -14206198.000000 Penalty: 5892.969238
	Iteration 98Q: 3 clusters Score -1.42062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -14206192.000000 Penalty: 5892.969238
	Iteration 99Q: 3 clusters Score -1.420619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -14206198.000000 Penalty: 5892.969238
	Iteration 100F: 3 clusters Score -1.42062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 141531 members 
Entering Unmasked Estep 
Score: -14206189.000000 Penalty: 5892.969238
	Iteration 101Q: 3 clusters Score -1.420619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -14206199.000000 Penalty: 5892.969238
	Iteration 102Q: 3 clusters Score -1.42062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 141528 members 
Entering Unmasked Estep 
Score: -14206212.000000 Penalty: 5892.969238
	Iteration 103Q: 3 clusters Score -1.420621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 141527 members 
Entering Unmasked Estep 
Score: -14206194.000000 Penalty: 5892.969238
	Iteration 104Q: 3 clusters Score -1.420619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -14206210.000000 Penalty: 5892.969238
	Iteration 105Q: 3 clusters Score -1.420621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -14206204.000000 Penalty: 5892.969238
	Iteration 106Q: 3 clusters Score -1.42062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -14206204.000000 Penalty: 5892.969238
	Iteration 107Q: 3 clusters Score -1.42062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 141514 members 
Entering Unmasked Estep 
Score: -14206196.000000 Penalty: 5892.969238
	Iteration 108Q: 3 clusters Score -1.42062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 141510 members 
Entering Unmasked Estep 
Score: -14206224.000000 Penalty: 5892.969238
	Iteration 109Q: 3 clusters Score -1.420622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -14206218.000000 Penalty: 5892.969238
	Iteration 110Q: 3 clusters Score -1.420622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 141503 members 
Entering Unmasked Estep 
Score: -14206220.000000 Penalty: 5892.969238
	Iteration 111Q: 3 clusters Score -1.420622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 141503 members 
Entering Unmasked Estep 
Score: -14206224.000000 Penalty: 5892.969238
	Iteration 112Q: 3 clusters Score -1.420622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 141501 members 
Entering Unmasked Estep 
Score: -14206231.000000 Penalty: 5892.969238
	Iteration 113Q: 3 clusters Score -1.420623e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 141501 members 
Entering Unmasked Estep 
Score: -14206222.000000 Penalty: 5892.969238
	Iteration 114Q: 3 clusters Score -1.420622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 141496 members 
Entering Unmasked Estep 
Score: -14206236.000000 Penalty: 5892.969238
	Iteration 115Q: 3 clusters Score -1.420624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 141495 members 
Entering Unmasked Estep 
Score: -14206225.000000 Penalty: 5892.969238
	Iteration 116Q: 3 clusters Score -1.420622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -14206231.000000 Penalty: 5892.969238
	Iteration 117Q: 3 clusters Score -1.420623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 141487 members 
Entering Unmasked Estep 
Score: -14206240.000000 Penalty: 5892.969238
	Iteration 118Q: 3 clusters Score -1.420624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 141485 members 
Entering Unmasked Estep 
Score: -14206251.000000 Penalty: 5892.969238
	Iteration 119Q: 3 clusters Score -1.420625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -14206256.000000 Penalty: 5892.969238
	Iteration 120F: 3 clusters Score -1.420626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -903250.437500 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -903250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -894649.250000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -894649.2 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -897333.062500 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -897333.1 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -897753.687500 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -897753.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -898115.750000 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -898115.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -898499.375000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -898499.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -898990.500000 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -898990.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -899625.312500 Penalty: 4640.746094
	Iteration 6F: 3 clusters Score -899625.3 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -900462.500000 Penalty: 4640.746094
	Iteration 7F: 3 clusters Score -900462.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -901263.500000 Penalty: 4640.746094
	Iteration 8F: 3 clusters Score -901263.5 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -901848.062500 Penalty: 4640.746094
	Iteration 9F: 3 clusters Score -901848.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -902140.125000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -902140.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -902293.562500 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -902293.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -902393.812500 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -902393.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -902460.500000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -902460.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -902503.687500 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -902503.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -902530.812500 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -902530.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -902552.812500 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -902552.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -902574.875000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -902574.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -902588.937500 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -902588.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -902601.000000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -902601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -902612.375000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -902612.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -902618.250000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -902618.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -902623.687500 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -902623.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -902630.562500 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -902630.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -902638.437500 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -902638.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -902646.562500 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -902646.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -902656.937500 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -902656.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -902669.375000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -902669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -902673.375000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -902673.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -902680.000000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -902680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -902684.875000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -902684.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -902689.500000 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -902689.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -902694.812500 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -902694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -902698.812500 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -902698.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -902700.437500 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -902700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -902702.125000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -902702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -902702.125000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -902702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -902704.437500 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -902704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -902705.875000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -902705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -902708.312500 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -902708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -902709.187500 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -902709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -902712.250000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -902712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -902713.687500 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -902713.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -902716.437500 Penalty: 4640.746094
	Iteration 43Q: 3 clusters Score -902716.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -902717.687500 Penalty: 4640.746094
	Iteration 44Q: 3 clusters Score -902717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -902718.875000 Penalty: 4640.746094
	Iteration 45Q: 3 clusters Score -902718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -902720.937500 Penalty: 4640.746094
	Iteration 46Q: 3 clusters Score -902720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -902721.062500 Penalty: 4640.746094
	Iteration 47Q: 3 clusters Score -902721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -902723.062500 Penalty: 4640.746094
	Iteration 48Q: 3 clusters Score -902723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -902722.625000 Penalty: 4640.746094
	Iteration 49Q: 3 clusters Score -902722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -902721.312500 Penalty: 4640.746094
	Iteration 50Q: 3 clusters Score -902721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -902721.312500 Penalty: 4640.746094
	Iteration 51F: 3 clusters Score -902721.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -112831.648438 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -112831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -110643.773438 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -110643.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110989.335938 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -110989.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -111086.218750 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -111086.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -111126.312500 Penalty: 3569.184814
	Iteration 3Q: 3 clusters Score -111126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -111154.890625 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -111154.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -111167.507812 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -111167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -111174.406250 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -111174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111179.820312 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -111179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -111180.335938 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -111180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111183.453125 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -111183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -111184.234375 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -111184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111184.578125 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -111184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111184.578125 Penalty: 3569.184814
	Iteration 12F: 3 clusters Score -111184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Entering Unmasked Estep 
Score: -13930351.000000 Penalty: 2986.515381
	Iteration 0F: 2 clusters Score -1.393035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -13816400.000000 Penalty: 5973.030762
	Iteration 0F: 3 clusters Score -1.38164e+07 nChanged 81374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -13864018.000000 Penalty: 5973.030762
	Iteration 1F: 3 clusters Score -1.386402e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -13865381.000000 Penalty: 5973.030762
	Iteration 2Q: 3 clusters Score -1.386538e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -13867452.000000 Penalty: 5973.030762
	Iteration 3Q: 3 clusters Score -1.386745e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -13871610.000000 Penalty: 5973.030762
	Iteration 4F: 3 clusters Score -1.387161e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -13878931.000000 Penalty: 5973.030762
	Iteration 5F: 3 clusters Score -1.387893e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 127849 members 
Entering Unmasked Estep 
Score: -13889390.000000 Penalty: 5973.030762
	Iteration 6F: 3 clusters Score -1.388939e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 140819 members 
Entering Unmasked Estep 
Score: -13900506.000000 Penalty: 5973.030762
	Iteration 7F: 3 clusters Score -1.390051e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -13910421.000000 Penalty: 5973.030762
	Iteration 8F: 3 clusters Score -1.391042e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -13918514.000000 Penalty: 5973.030762
	Iteration 9F: 3 clusters Score -1.391851e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -13924067.000000 Penalty: 5973.030762
	Iteration 10Q: 3 clusters Score -1.392407e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -13926519.000000 Penalty: 5973.030762
	Iteration 11Q: 3 clusters Score -1.392652e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169276 members 
Entering Unmasked Estep 
Score: -13927320.000000 Penalty: 5973.030762
	Iteration 12Q: 3 clusters Score -1.392732e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169451 members 
Entering Unmasked Estep 
Score: -13927529.000000 Penalty: 5973.030762
	Iteration 13Q: 3 clusters Score -1.392753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -13927612.000000 Penalty: 5973.030762
	Iteration 14Q: 3 clusters Score -1.392761e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -13927665.000000 Penalty: 5973.030762
	Iteration 15Q: 3 clusters Score -1.392766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -13927694.000000 Penalty: 5973.030762
	Iteration 16Q: 3 clusters Score -1.392769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -13927725.000000 Penalty: 5973.030762
	Iteration 17Q: 3 clusters Score -1.392772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -13927743.000000 Penalty: 5973.030762
	Iteration 18Q: 3 clusters Score -1.392774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -13927762.000000 Penalty: 5973.030762
	Iteration 19Q: 3 clusters Score -1.392776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -13927766.000000 Penalty: 5973.030762
	Iteration 20F: 3 clusters Score -1.392777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -13927759.000000 Penalty: 5973.030762
	Iteration 21Q: 3 clusters Score -1.392776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -13927765.000000 Penalty: 5973.030762
	Iteration 22Q: 3 clusters Score -1.392776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -13927775.000000 Penalty: 5973.030762
	Iteration 23Q: 3 clusters Score -1.392778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 169540 members 
Entering Unmasked Estep 
Score: -13927781.000000 Penalty: 5973.030762
	Iteration 24Q: 3 clusters Score -1.392778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 169540 members 
Entering Unmasked Estep 
Score: -13927780.000000 Penalty: 5973.030762
	Iteration 25Q: 3 clusters Score -1.392778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 169540 members 
Entering Unmasked Estep 
Score: -13927780.000000 Penalty: 5973.030762
	Iteration 26F: 3 clusters Score -1.392778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Entering Unmasked Estep 
Score: -11780572.000000 Penalty: 2882.843506
	Iteration 0F: 2 clusters Score -1.178057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -11710428.000000 Penalty: 5765.687012
	Iteration 0F: 3 clusters Score -1.171043e+07 nChanged 53246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -11740510.000000 Penalty: 5765.687012
	Iteration 1F: 3 clusters Score -1.174051e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -11741162.000000 Penalty: 5765.687012
	Iteration 2Q: 3 clusters Score -1.174116e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -11741762.000000 Penalty: 5765.687012
	Iteration 3Q: 3 clusters Score -1.174176e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -11742373.000000 Penalty: 5765.687012
	Iteration 4Q: 3 clusters Score -1.174237e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -11743140.000000 Penalty: 5765.687012
	Iteration 5Q: 3 clusters Score -1.174314e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -11744213.000000 Penalty: 5765.687012
	Iteration 6Q: 3 clusters Score -1.174421e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -11745818.000000 Penalty: 5765.687012
	Iteration 7Q: 3 clusters Score -1.174582e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -11748307.000000 Penalty: 5765.687012
	Iteration 8Q: 3 clusters Score -1.174831e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -11751768.000000 Penalty: 5765.687012
	Iteration 9F: 3 clusters Score -1.175177e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -11756731.000000 Penalty: 5765.687012
	Iteration 10F: 3 clusters Score -1.175673e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -11762301.000000 Penalty: 5765.687012
	Iteration 11F: 3 clusters Score -1.17623e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -11767270.000000 Penalty: 5765.687012
	Iteration 12F: 3 clusters Score -1.176727e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -11770847.000000 Penalty: 5765.687012
	Iteration 13Q: 3 clusters Score -1.177085e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -11772967.000000 Penalty: 5765.687012
	Iteration 14Q: 3 clusters Score -1.177297e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -11774187.000000 Penalty: 5765.687012
	Iteration 15Q: 3 clusters Score -1.177419e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -11774932.000000 Penalty: 5765.687012
	Iteration 16Q: 3 clusters Score -1.177493e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 106682 members 
Entering Unmasked Estep 
Score: -11775505.000000 Penalty: 5765.687012
	Iteration 17Q: 3 clusters Score -1.17755e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -11775920.000000 Penalty: 5765.687012
	Iteration 18Q: 3 clusters Score -1.177592e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -11776203.000000 Penalty: 5765.687012
	Iteration 19Q: 3 clusters Score -1.17762e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -11776458.000000 Penalty: 5765.687012
	Iteration 20F: 3 clusters Score -1.177646e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -11776700.000000 Penalty: 5765.687012
	Iteration 21Q: 3 clusters Score -1.17767e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -11776915.000000 Penalty: 5765.687012
	Iteration 22Q: 3 clusters Score -1.177692e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -11777084.000000 Penalty: 5765.687012
	Iteration 23Q: 3 clusters Score -1.177708e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 109558 members 
Entering Unmasked Estep 
Score: -11777223.000000 Penalty: 5765.687012
	Iteration 24Q: 3 clusters Score -1.177722e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -11777354.000000 Penalty: 5765.687012
	Iteration 25Q: 3 clusters Score -1.177735e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -11777438.000000 Penalty: 5765.687012
	Iteration 26Q: 3 clusters Score -1.177744e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -11777493.000000 Penalty: 5765.687012
	Iteration 27Q: 3 clusters Score -1.177749e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 110084 members 
Entering Unmasked Estep 
Score: -11777550.000000 Penalty: 5765.687012
	Iteration 28Q: 3 clusters Score -1.177755e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -11777606.000000 Penalty: 5765.687012
	Iteration 29Q: 3 clusters Score -1.177761e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -11777663.000000 Penalty: 5765.687012
	Iteration 30Q: 3 clusters Score -1.177766e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -11777686.000000 Penalty: 5765.687012
	Iteration 31Q: 3 clusters Score -1.177769e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -11777724.000000 Penalty: 5765.687012
	Iteration 32Q: 3 clusters Score -1.177772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -11777727.000000 Penalty: 5765.687012
	Iteration 33Q: 3 clusters Score -1.177773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -11777745.000000 Penalty: 5765.687012
	Iteration 34Q: 3 clusters Score -1.177774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 110428 members 
Entering Unmasked Estep 
Score: -11777799.000000 Penalty: 5765.687012
	Iteration 35Q: 3 clusters Score -1.17778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -11777813.000000 Penalty: 5765.687012
	Iteration 36Q: 3 clusters Score -1.177781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -11777828.000000 Penalty: 5765.687012
	Iteration 37Q: 3 clusters Score -1.177783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -11777837.000000 Penalty: 5765.687012
	Iteration 38Q: 3 clusters Score -1.177784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -11777853.000000 Penalty: 5765.687012
	Iteration 39Q: 3 clusters Score -1.177785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -11777862.000000 Penalty: 5765.687012
	Iteration 40F: 3 clusters Score -1.177786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 110576 members 
Entering Unmasked Estep 
Score: -11777872.000000 Penalty: 5765.687012
	Iteration 41Q: 3 clusters Score -1.177787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -11777882.000000 Penalty: 5765.687012
	Iteration 42Q: 3 clusters Score -1.177788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -11777901.000000 Penalty: 5765.687012
	Iteration 43Q: 3 clusters Score -1.17779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -11777921.000000 Penalty: 5765.687012
	Iteration 44Q: 3 clusters Score -1.177792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 110638 members 
Entering Unmasked Estep 
Score: -11777936.000000 Penalty: 5765.687012
	Iteration 45Q: 3 clusters Score -1.177794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -11777924.000000 Penalty: 5765.687012
	Iteration 46Q: 3 clusters Score -1.177792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -11777934.000000 Penalty: 5765.687012
	Iteration 47Q: 3 clusters Score -1.177793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -11777938.000000 Penalty: 5765.687012
	Iteration 48Q: 3 clusters Score -1.177794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 110687 members 
Entering Unmasked Estep 
Score: -11777964.000000 Penalty: 5765.687012
	Iteration 49Q: 3 clusters Score -1.177796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 110694 members 
Entering Unmasked Estep 
Score: -11777963.000000 Penalty: 5765.687012
	Iteration 50Q: 3 clusters Score -1.177796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -11777964.000000 Penalty: 5765.687012
	Iteration 51Q: 3 clusters Score -1.177796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -11777970.000000 Penalty: 5765.687012
	Iteration 52Q: 3 clusters Score -1.177797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 110707 members 
Entering Unmasked Estep 
Score: -11777961.000000 Penalty: 5765.687012
	Iteration 53Q: 3 clusters Score -1.177796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -11777966.000000 Penalty: 5765.687012
	Iteration 54Q: 3 clusters Score -1.177797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -11777962.000000 Penalty: 5765.687012
	Iteration 55Q: 3 clusters Score -1.177796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -11777974.000000 Penalty: 5765.687012
	Iteration 56Q: 3 clusters Score -1.177797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -11777969.000000 Penalty: 5765.687012
	Iteration 57Q: 3 clusters Score -1.177797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -11777976.000000 Penalty: 5765.687012
	Iteration 58Q: 3 clusters Score -1.177798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -11777973.000000 Penalty: 5765.687012
	Iteration 59Q: 3 clusters Score -1.177797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -11777988.000000 Penalty: 5765.687012
	Iteration 60F: 3 clusters Score -1.177799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 110730 members 
Entering Unmasked Estep 
Score: -11777990.000000 Penalty: 5765.687012
	Iteration 61Q: 3 clusters Score -1.177799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -11777989.000000 Penalty: 5765.687012
	Iteration 62Q: 3 clusters Score -1.177799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -11777984.000000 Penalty: 5765.687012
	Iteration 63Q: 3 clusters Score -1.177798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -11777984.000000 Penalty: 5765.687012
	Iteration 64F: 3 clusters Score -1.177798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -905416.437500 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -905416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -896713.625000 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -896713.6 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -899437.500000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -899437.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -899779.562500 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -899779.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -900069.062500 Penalty: 4643.780273
	Iteration 3F: 3 clusters Score -900069.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -900376.062500 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -900376.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -900725.187500 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -900725.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -901099.187500 Penalty: 4643.780273
	Iteration 6F: 3 clusters Score -901099.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -901535.000000 Penalty: 4643.780273
	Iteration 7F: 3 clusters Score -901535 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -901966.187500 Penalty: 4643.780273
	Iteration 8F: 3 clusters Score -901966.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -902346.375000 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -902346.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -902723.562500 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -902723.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -903068.125000 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -903068.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -903406.500000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -903406.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -903684.500000 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -903684.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -903937.937500 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -903937.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -904129.187500 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -904129.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -904262.500000 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -904262.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -904346.937500 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -904346.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -904412.625000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -904412.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -904502.625000 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -904502.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -904592.750000 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -904592.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -904682.562500 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -904682.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -904777.437500 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -904777.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -904883.562500 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -904883.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -904956.937500 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -904956.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -905020.375000 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -905020.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -905057.875000 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -905057.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -905095.062500 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -905095.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -905115.312500 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -905115.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -905130.250000 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -905130.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -905143.062500 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -905143.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -905155.250000 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -905155.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -905159.875000 Penalty: 4643.780273
	Iteration 32Q: 3 clusters Score -905159.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -905163.000000 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -905163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -905165.375000 Penalty: 4643.780273
	Iteration 34Q: 3 clusters Score -905165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -905166.812500 Penalty: 4643.780273
	Iteration 35Q: 3 clusters Score -905166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -905167.125000 Penalty: 4643.780273
	Iteration 36Q: 3 clusters Score -905167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -905166.875000 Penalty: 4643.780273
	Iteration 37Q: 3 clusters Score -905166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -905169.187500 Penalty: 4643.780273
	Iteration 38Q: 3 clusters Score -905169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -905172.062500 Penalty: 4643.780273
	Iteration 39Q: 3 clusters Score -905172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -905171.312500 Penalty: 4643.780273
	Iteration 40F: 3 clusters Score -905171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -905171.375000 Penalty: 4643.780273
	Iteration 41Q: 3 clusters Score -905171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -905170.125000 Penalty: 4643.780273
	Iteration 42Q: 3 clusters Score -905170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -905171.875000 Penalty: 4643.780273
	Iteration 43Q: 3 clusters Score -905171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -905170.875000 Penalty: 4643.780273
	Iteration 44Q: 3 clusters Score -905170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -905172.062500 Penalty: 4643.780273
	Iteration 45Q: 3 clusters Score -905172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -905171.312500 Penalty: 4643.780273
	Iteration 46Q: 3 clusters Score -905171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -905171.062500 Penalty: 4643.780273
	Iteration 47Q: 3 clusters Score -905171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -905172.687500 Penalty: 4643.780273
	Iteration 48Q: 3 clusters Score -905172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -905172.687500 Penalty: 4643.780273
	Iteration 49F: 3 clusters Score -905172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -492283.687500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -492283.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -486953.593750 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -486953.6 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -488638.656250 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -488638.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -489108.750000 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -489108.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -489444.218750 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -489444.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -489664.531250 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -489664.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -489852.531250 Penalty: 4347.590332
	Iteration 5Q: 3 clusters Score -489852.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -490018.312500 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -490018.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -490147.187500 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -490147.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -490269.156250 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -490269.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -490370.906250 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -490370.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -490468.156250 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -490468.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -490562.968750 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -490563 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -490674.843750 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -490674.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -490858.718750 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -490858.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -491010.531250 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -491010.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -491119.375000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -491119.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -491195.000000 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -491195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -491242.125000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -491242.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -491280.218750 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -491280.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -491313.812500 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -491313.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -491345.250000 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -491345.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -491387.343750 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -491387.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -491443.406250 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -491443.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -491504.093750 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -491504.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -491550.906250 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -491550.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -491592.656250 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -491592.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -491622.000000 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -491622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -491649.562500 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -491649.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -491672.031250 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -491672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -491684.312500 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -491684.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -491691.968750 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -491692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -491698.843750 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -491698.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -491702.312500 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -491702.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -491705.000000 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -491705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -491709.156250 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -491709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -491709.812500 Penalty: 4347.590332
	Iteration 35Q: 3 clusters Score -491709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -491711.468750 Penalty: 4347.590332
	Iteration 36Q: 3 clusters Score -491711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -491712.062500 Penalty: 4347.590332
	Iteration 37Q: 3 clusters Score -491712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -491711.968750 Penalty: 4347.590332
	Iteration 38Q: 3 clusters Score -491712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -491713.968750 Penalty: 4347.590332
	Iteration 39Q: 3 clusters Score -491714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -491713.437500 Penalty: 4347.590332
	Iteration 40F: 3 clusters Score -491713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -491714.406250 Penalty: 4347.590332
	Iteration 41Q: 3 clusters Score -491714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -491714.406250 Penalty: 4347.590332
	Iteration 42F: 3 clusters Score -491714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 2690.346436
	Iteration 0F: 2 clusters Score -4197856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4163348.000000 Penalty: 5380.692871
	Iteration 0F: 3 clusters Score -4163348 nChanged 23874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4176983.750000 Penalty: 5380.692871
	Iteration 1F: 3 clusters Score -4176984 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4177918.500000 Penalty: 5380.692871
	Iteration 2Q: 3 clusters Score -4177918 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4179104.500000 Penalty: 5380.692871
	Iteration 3Q: 3 clusters Score -4179104 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4180711.750000 Penalty: 5380.692871
	Iteration 4F: 3 clusters Score -4180712 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4182595.750000 Penalty: 5380.692871
	Iteration 5F: 3 clusters Score -4182596 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4184510.500000 Penalty: 5380.692871
	Iteration 6F: 3 clusters Score -4184510 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4186144.500000 Penalty: 5380.692871
	Iteration 7F: 3 clusters Score -4186144 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4187444.750000 Penalty: 5380.692871
	Iteration 8F: 3 clusters Score -4187445 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4188395.500000 Penalty: 5380.692871
	Iteration 9Q: 3 clusters Score -4188396 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -4189246.750000 Penalty: 5380.692871
	Iteration 10Q: 3 clusters Score -4189247 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4189979.250000 Penalty: 5380.692871
	Iteration 11Q: 3 clusters Score -4189979 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4190750.500000 Penalty: 5380.692871
	Iteration 12Q: 3 clusters Score -4190750 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -4191599.250000 Penalty: 5380.692871
	Iteration 13Q: 3 clusters Score -4191599 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -4192458.250000 Penalty: 5380.692871
	Iteration 14Q: 3 clusters Score -4192458 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4193252.250000 Penalty: 5380.692871
	Iteration 15Q: 3 clusters Score -4193252 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4193911.500000 Penalty: 5380.692871
	Iteration 16Q: 3 clusters Score -4193912 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4194434.000000 Penalty: 5380.692871
	Iteration 17Q: 3 clusters Score -4194434 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4194856.500000 Penalty: 5380.692871
	Iteration 18Q: 3 clusters Score -4194856 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4195157.500000 Penalty: 5380.692871
	Iteration 19Q: 3 clusters Score -4195158 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4195354.000000 Penalty: 5380.692871
	Iteration 20F: 3 clusters Score -4195354 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4195543.500000 Penalty: 5380.692871
	Iteration 21Q: 3 clusters Score -4195544 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4195681.500000 Penalty: 5380.692871
	Iteration 22Q: 3 clusters Score -4195682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4195812.500000 Penalty: 5380.692871
	Iteration 23Q: 3 clusters Score -4195812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4195901.500000 Penalty: 5380.692871
	Iteration 24Q: 3 clusters Score -4195902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4195957.000000 Penalty: 5380.692871
	Iteration 25Q: 3 clusters Score -4195957 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4195996.000000 Penalty: 5380.692871
	Iteration 26Q: 3 clusters Score -4195996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4196013.500000 Penalty: 5380.692871
	Iteration 27Q: 3 clusters Score -4196014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4196036.000000 Penalty: 5380.692871
	Iteration 28Q: 3 clusters Score -4196036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4196056.000000 Penalty: 5380.692871
	Iteration 29Q: 3 clusters Score -4196056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4196072.500000 Penalty: 5380.692871
	Iteration 30Q: 3 clusters Score -4196072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4196075.500000 Penalty: 5380.692871
	Iteration 31Q: 3 clusters Score -4196076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4196083.500000 Penalty: 5380.692871
	Iteration 32Q: 3 clusters Score -4196084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4196076.500000 Penalty: 5380.692871
	Iteration 33Q: 3 clusters Score -4196076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4196077.000000 Penalty: 5380.692871
	Iteration 34Q: 3 clusters Score -4196077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4196080.500000 Penalty: 5380.692871
	Iteration 35Q: 3 clusters Score -4196080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4196075.500000 Penalty: 5380.692871
	Iteration 36Q: 3 clusters Score -4196076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4196077.000000 Penalty: 5380.692871
	Iteration 37Q: 3 clusters Score -4196077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4196073.000000 Penalty: 5380.692871
	Iteration 38Q: 3 clusters Score -4196073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4196074.500000 Penalty: 5380.692871
	Iteration 39Q: 3 clusters Score -4196074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4196076.000000 Penalty: 5380.692871
	Iteration 40F: 3 clusters Score -4196076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4196083.500000 Penalty: 5380.692871
	Iteration 41Q: 3 clusters Score -4196084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4196086.500000 Penalty: 5380.692871
	Iteration 42Q: 3 clusters Score -4196086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4196087.000000 Penalty: 5380.692871
	Iteration 43Q: 3 clusters Score -4196087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4196085.000000 Penalty: 5380.692871
	Iteration 44Q: 3 clusters Score -4196085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4196090.000000 Penalty: 5380.692871
	Iteration 45Q: 3 clusters Score -4196090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4196095.500000 Penalty: 5380.692871
	Iteration 46Q: 3 clusters Score -4196096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4196098.000000 Penalty: 5380.692871
	Iteration 47Q: 3 clusters Score -4196098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4196097.500000 Penalty: 5380.692871
	Iteration 48Q: 3 clusters Score -4196098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4196093.500000 Penalty: 5380.692871
	Iteration 49Q: 3 clusters Score -4196094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4196093.500000 Penalty: 5380.692871
	Iteration 50Q: 3 clusters Score -4196094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4196100.500000 Penalty: 5380.692871
	Iteration 51Q: 3 clusters Score -4196100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4196101.000000 Penalty: 5380.692871
	Iteration 52Q: 3 clusters Score -4196101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4196101.500000 Penalty: 5380.692871
	Iteration 53Q: 3 clusters Score -4196102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4196104.500000 Penalty: 5380.692871
	Iteration 54Q: 3 clusters Score -4196104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4196104.000000 Penalty: 5380.692871
	Iteration 55Q: 3 clusters Score -4196104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4196107.500000 Penalty: 5380.692871
	Iteration 56Q: 3 clusters Score -4196108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4196103.500000 Penalty: 5380.692871
	Iteration 57Q: 3 clusters Score -4196104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4196103.500000 Penalty: 5380.692871
	Iteration 58F: 3 clusters Score -4196104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -133851.109375 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -133851.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -131389.265625 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -131389.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -131771.531250 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -131771.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -131884.875000 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -131884.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -131969.687500 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -131969.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -132023.750000 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -132023.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -132064.062500 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -132064.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -132092.484375 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -132092.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -132115.031250 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -132115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -132130.578125 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -132130.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -132144.312500 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -132144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -132152.125000 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -132152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -132159.328125 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -132159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -132162.953125 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -132163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -132171.765625 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -132171.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -132181.562500 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -132181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -132191.484375 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -132191.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -132201.156250 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -132201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132205.843750 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -132205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -132209.468750 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -132209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -132212.593750 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -132212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -132217.609375 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -132217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -132221.062500 Penalty: 3693.216797
	Iteration 21Q: 3 clusters Score -132221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -132222.406250 Penalty: 3693.216797
	Iteration 22Q: 3 clusters Score -132222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -132222.953125 Penalty: 3693.216797
	Iteration 23Q: 3 clusters Score -132223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -132224.250000 Penalty: 3693.216797
	Iteration 24Q: 3 clusters Score -132224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -132224.250000 Penalty: 3693.216797
	Iteration 25F: 3 clusters Score -132224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -196366.328125 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -196366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -193417.406250 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -193417.4 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -194028.218750 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -194028.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -194168.796875 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -194168.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -194260.296875 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -194260.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194305.968750 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -194306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -194341.453125 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -194341.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -194369.468750 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -194369.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -194390.562500 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -194390.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -194402.828125 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -194402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -194414.781250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -194414.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -194422.921875 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -194422.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -194434.218750 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -194434.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -194445.312500 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -194445.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -194450.390625 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -194450.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -194454.859375 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -194454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -194463.703125 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -194463.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -194471.078125 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -194471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -194477.484375 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -194477.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -194483.828125 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -194483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -194487.500000 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -194487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -194492.640625 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -194492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -194495.390625 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -194495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -194499.281250 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -194499.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -194503.375000 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -194503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -194507.406250 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -194507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -194511.312500 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -194511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -194514.859375 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -194514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -194517.218750 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -194517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -194521.468750 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -194521.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -194525.343750 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -194525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -194529.875000 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -194529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -194533.015625 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -194533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -194539.125000 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -194539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -194545.703125 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -194545.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -194553.390625 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -194553.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -194563.937500 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -194563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -194571.171875 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -194571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -194576.703125 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -194576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -194581.171875 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -194581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -194582.546875 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -194582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -194585.859375 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -194585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -194589.015625 Penalty: 3885.072510
	Iteration 41Q: 3 clusters Score -194589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -194589.875000 Penalty: 3885.072510
	Iteration 42Q: 3 clusters Score -194589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -194591.875000 Penalty: 3885.072510
	Iteration 43Q: 3 clusters Score -194591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -194592.234375 Penalty: 3885.072510
	Iteration 44Q: 3 clusters Score -194592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -194593.593750 Penalty: 3885.072510
	Iteration 45Q: 3 clusters Score -194593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -194595.906250 Penalty: 3885.072510
	Iteration 46Q: 3 clusters Score -194595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -194598.843750 Penalty: 3885.072510
	Iteration 47Q: 3 clusters Score -194598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -194601.250000 Penalty: 3885.072510
	Iteration 48Q: 3 clusters Score -194601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -194603.156250 Penalty: 3885.072510
	Iteration 49Q: 3 clusters Score -194603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -194604.968750 Penalty: 3885.072510
	Iteration 50Q: 3 clusters Score -194605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -194606.781250 Penalty: 3885.072510
	Iteration 51Q: 3 clusters Score -194606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -194608.390625 Penalty: 3885.072510
	Iteration 52Q: 3 clusters Score -194608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -194613.875000 Penalty: 3885.072510
	Iteration 53Q: 3 clusters Score -194613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -194617.218750 Penalty: 3885.072510
	Iteration 54Q: 3 clusters Score -194617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -194618.171875 Penalty: 3885.072510
	Iteration 55Q: 3 clusters Score -194618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -194620.765625 Penalty: 3885.072510
	Iteration 56Q: 3 clusters Score -194620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -194624.812500 Penalty: 3885.072510
	Iteration 57Q: 3 clusters Score -194624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -194628.921875 Penalty: 3885.072510
	Iteration 58Q: 3 clusters Score -194628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194631.578125 Penalty: 3885.072510
	Iteration 59Q: 3 clusters Score -194631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -194633.515625 Penalty: 3885.072510
	Iteration 60F: 3 clusters Score -194633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -194635.312500 Penalty: 3885.072510
	Iteration 61Q: 3 clusters Score -194635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -194636.765625 Penalty: 3885.072510
	Iteration 62Q: 3 clusters Score -194636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -194636.765625 Penalty: 3885.072510
	Iteration 63F: 3 clusters Score -194636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -309016.500000 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -309016.5 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 2011 members 
Entering Unmasked Estep 
Score: -305159.562500 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -305159.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -305962.468750 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -305962.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -306215.093750 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -306215.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -306394.468750 Penalty: 4107.986328
	Iteration 3F: 3 clusters Score -306394.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -306507.812500 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -306507.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -306594.906250 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -306594.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -306654.125000 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -306654.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -306704.781250 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -306704.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -306751.531250 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -306751.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -306793.156250 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -306793.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -306833.875000 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -306833.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -306863.343750 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -306863.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -306898.000000 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -306898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -306930.500000 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -306930.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -306952.468750 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -306952.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -306969.562500 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -306969.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -306987.562500 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -306987.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -307001.531250 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -307001.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -307020.625000 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -307020.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -307037.281250 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -307037.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -307057.750000 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -307057.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -307077.312500 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -307077.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -307095.156250 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -307095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -307112.937500 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -307112.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -307133.781250 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -307133.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -307150.750000 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -307150.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -307171.656250 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -307171.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -307189.812500 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -307189.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -307200.875000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -307200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -307209.281250 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -307209.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -307216.000000 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -307216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -307221.406250 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -307221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -307224.312500 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -307224.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -307226.781250 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -307226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -307227.343750 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -307227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -307227.750000 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -307227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -307228.156250 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -307228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -307228.468750 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -307228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -307229.468750 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -307229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -307230.093750 Penalty: 4107.986328
	Iteration 39Q: 3 clusters Score -307230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -307230.093750 Penalty: 4107.986328
	Iteration 40F: 3 clusters Score -307230.1 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: -402246.750000 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -402246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -398214.812500 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -398214.8 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -399138.687500 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -399138.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -399353.531250 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -399353.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -399492.281250 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -399492.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -399617.218750 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -399617.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -399738.656250 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -399738.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -399843.468750 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -399843.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -399930.531250 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -399930.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -400009.781250 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -400009.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -400069.531250 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -400069.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -400140.500000 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -400140.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -400209.562500 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -400209.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -400270.625000 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -400270.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -400323.125000 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -400323.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -400356.375000 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -400356.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -400392.343750 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -400392.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -400419.500000 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -400419.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -400439.937500 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -400439.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -400460.406250 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -400460.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -400477.125000 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -400477.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -400494.062500 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -400494.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -400509.781250 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -400509.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -400521.093750 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -400521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -400526.125000 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -400526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -400528.718750 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -400528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -400533.500000 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -400533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -400534.906250 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -400534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -400537.531250 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -400537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -400539.750000 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -400539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -400542.125000 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -400542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -400545.375000 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -400545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -400547.781250 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -400547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -400552.000000 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -400552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -400553.187500 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -400553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -400556.062500 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -400556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -400563.593750 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -400563.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -400572.312500 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -400572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -400575.906250 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -400575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -400579.843750 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -400579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -400582.625000 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -400582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -400585.125000 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -400585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -400586.906250 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -400586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -400589.843750 Penalty: 4136.273926
	Iteration 42Q: 3 clusters Score -400589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -400592.562500 Penalty: 4136.273926
	Iteration 43Q: 3 clusters Score -400592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -400593.625000 Penalty: 4136.273926
	Iteration 44Q: 3 clusters Score -400593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -400594.125000 Penalty: 4136.273926
	Iteration 45Q: 3 clusters Score -400594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -400598.375000 Penalty: 4136.273926
	Iteration 46Q: 3 clusters Score -400598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -400599.562500 Penalty: 4136.273926
	Iteration 47Q: 3 clusters Score -400599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -400600.687500 Penalty: 4136.273926
	Iteration 48Q: 3 clusters Score -400600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -400600.687500 Penalty: 4136.273926
	Iteration 49F: 3 clusters Score -400600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Entering Unmasked Estep 
Score: -1390883.000000 Penalty: 2447.871094
	Iteration 0F: 2 clusters Score -1390883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1377297.125000 Penalty: 4895.742188
	Iteration 0F: 3 clusters Score -1377297 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1381862.625000 Penalty: 4895.742188
	Iteration 1F: 3 clusters Score -1381863 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1382308.750000 Penalty: 4895.742188
	Iteration 2F: 3 clusters Score -1382309 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1382701.750000 Penalty: 4895.742188
	Iteration 3Q: 3 clusters Score -1382702 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1383066.875000 Penalty: 4895.742188
	Iteration 4Q: 3 clusters Score -1383067 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1383475.000000 Penalty: 4895.742188
	Iteration 5Q: 3 clusters Score -1383475 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1383920.375000 Penalty: 4895.742188
	Iteration 6Q: 3 clusters Score -1383920 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1384451.875000 Penalty: 4895.742188
	Iteration 7Q: 3 clusters Score -1384452 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1385087.875000 Penalty: 4895.742188
	Iteration 8Q: 3 clusters Score -1385088 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1385760.000000 Penalty: 4895.742188
	Iteration 9F: 3 clusters Score -1385760 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1386419.125000 Penalty: 4895.742188
	Iteration 10Q: 3 clusters Score -1386419 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1387059.625000 Penalty: 4895.742188
	Iteration 11Q: 3 clusters Score -1387060 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1387600.250000 Penalty: 4895.742188
	Iteration 12Q: 3 clusters Score -1387600 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1388121.875000 Penalty: 4895.742188
	Iteration 13Q: 3 clusters Score -1388122 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1388531.000000 Penalty: 4895.742188
	Iteration 14Q: 3 clusters Score -1388531 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1388850.500000 Penalty: 4895.742188
	Iteration 15Q: 3 clusters Score -1388850 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1389081.625000 Penalty: 4895.742188
	Iteration 16Q: 3 clusters Score -1389082 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1389238.500000 Penalty: 4895.742188
	Iteration 17Q: 3 clusters Score -1389238 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1389352.500000 Penalty: 4895.742188
	Iteration 18Q: 3 clusters Score -1389352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1389452.375000 Penalty: 4895.742188
	Iteration 19Q: 3 clusters Score -1389452 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1389534.750000 Penalty: 4895.742188
	Iteration 20F: 3 clusters Score -1389535 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1389583.000000 Penalty: 4895.742188
	Iteration 21Q: 3 clusters Score -1389583 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1389624.375000 Penalty: 4895.742188
	Iteration 22Q: 3 clusters Score -1389624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1389659.375000 Penalty: 4895.742188
	Iteration 23Q: 3 clusters Score -1389659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1389681.500000 Penalty: 4895.742188
	Iteration 24Q: 3 clusters Score -1389682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1389693.875000 Penalty: 4895.742188
	Iteration 25Q: 3 clusters Score -1389694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1389704.125000 Penalty: 4895.742188
	Iteration 26Q: 3 clusters Score -1389704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1389708.125000 Penalty: 4895.742188
	Iteration 27Q: 3 clusters Score -1389708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1389719.875000 Penalty: 4895.742188
	Iteration 28Q: 3 clusters Score -1389720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1389724.875000 Penalty: 4895.742188
	Iteration 29Q: 3 clusters Score -1389725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1389728.750000 Penalty: 4895.742188
	Iteration 30Q: 3 clusters Score -1389729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1389727.625000 Penalty: 4895.742188
	Iteration 31Q: 3 clusters Score -1389728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1389729.125000 Penalty: 4895.742188
	Iteration 32Q: 3 clusters Score -1389729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1389730.375000 Penalty: 4895.742188
	Iteration 33Q: 3 clusters Score -1389730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1389732.750000 Penalty: 4895.742188
	Iteration 34Q: 3 clusters Score -1389733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1389738.250000 Penalty: 4895.742188
	Iteration 35Q: 3 clusters Score -1389738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1389742.750000 Penalty: 4895.742188
	Iteration 36Q: 3 clusters Score -1389743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1389741.500000 Penalty: 4895.742188
	Iteration 37Q: 3 clusters Score -1389742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1389742.500000 Penalty: 4895.742188
	Iteration 38Q: 3 clusters Score -1389742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1389744.250000 Penalty: 4895.742188
	Iteration 39Q: 3 clusters Score -1389744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1389744.125000 Penalty: 4895.742188
	Iteration 40F: 3 clusters Score -1389744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1389743.500000 Penalty: 4895.742188
	Iteration 41Q: 3 clusters Score -1389744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1389743.000000 Penalty: 4895.742188
	Iteration 42Q: 3 clusters Score -1389743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1389744.000000 Penalty: 4895.742188
	Iteration 43Q: 3 clusters Score -1389744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1389744.000000 Penalty: 4895.742188
	Iteration 44F: 3 clusters Score -1389744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -368858.968750 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -368859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -365152.656250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -365152.7 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -366041.968750 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -366042 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -366322.218750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -366322.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -366534.312500 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -366534.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -366729.093750 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -366729.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -366913.250000 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -366913.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -367024.281250 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -367024.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -367113.968750 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -367114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -367208.562500 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -367208.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -367312.218750 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -367312.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -367440.781250 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -367440.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -367585.343750 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -367585.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367732.343750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -367732.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -367794.062500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -367794.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -367827.781250 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -367827.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -367845.687500 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -367845.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367857.312500 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -367857.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -367869.187500 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -367869.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -367881.656250 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -367881.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -367894.656250 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -367894.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -367911.531250 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -367911.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -367923.656250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -367923.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -367934.125000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -367934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -367939.437500 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -367939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -367940.875000 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -367940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -367944.343750 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -367944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -367948.062500 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -367948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -367951.281250 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -367951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -367955.437500 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -367955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367956.718750 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -367956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -367958.687500 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -367958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -367960.437500 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -367960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -367965.500000 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -367965.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -367974.750000 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -367974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -367979.843750 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -367979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -367983.093750 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -367983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -367988.218750 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -367988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -367997.687500 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -367997.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -368007.656250 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -368007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -368025.062500 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -368025.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -368048.406250 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -368048.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -368075.781250 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -368075.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -368094.125000 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -368094.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -368108.281250 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -368108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -368118.000000 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -368118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -368123.031250 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -368123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -368124.937500 Penalty: 4082.102051
	Iteration 46Q: 3 clusters Score -368124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -368128.062500 Penalty: 4082.102051
	Iteration 47Q: 3 clusters Score -368128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -368130.718750 Penalty: 4082.102051
	Iteration 48Q: 3 clusters Score -368130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -368135.031250 Penalty: 4082.102051
	Iteration 49Q: 3 clusters Score -368135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -368136.906250 Penalty: 4082.102051
	Iteration 50Q: 3 clusters Score -368136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -368138.968750 Penalty: 4082.102051
	Iteration 51Q: 3 clusters Score -368139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -368140.531250 Penalty: 4082.102051
	Iteration 52Q: 3 clusters Score -368140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -368142.343750 Penalty: 4082.102051
	Iteration 53Q: 3 clusters Score -368142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -368144.250000 Penalty: 4082.102051
	Iteration 54Q: 3 clusters Score -368144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -368145.718750 Penalty: 4082.102051
	Iteration 55Q: 3 clusters Score -368145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -368145.718750 Penalty: 4082.102051
	Iteration 56F: 3 clusters Score -368145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -1498314.875000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -1498315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1485212.250000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -1485212 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1489506.125000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -1489506 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1489849.500000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -1489850 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1490128.625000 Penalty: 4874.826172
	Iteration 3Q: 3 clusters Score -1490129 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1490372.125000 Penalty: 4874.826172
	Iteration 4Q: 3 clusters Score -1490372 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1490584.875000 Penalty: 4874.826172
	Iteration 5Q: 3 clusters Score -1490585 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1490789.625000 Penalty: 4874.826172
	Iteration 6Q: 3 clusters Score -1490790 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1491011.125000 Penalty: 4874.826172
	Iteration 7Q: 3 clusters Score -1491011 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1491300.500000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -1491300 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1491691.250000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -1491691 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1492156.875000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -1492157 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1492676.750000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -1492677 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1493191.250000 Penalty: 4874.826172
	Iteration 12F: 3 clusters Score -1493191 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1493629.625000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -1493630 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1493970.000000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -1493970 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1494191.500000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -1494192 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1494358.125000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -1494358 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1494517.625000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -1494518 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1494645.875000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -1494646 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1494779.125000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -1494779 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1494903.875000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -1494904 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1495026.500000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -1495026 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1495135.750000 Penalty: 4874.826172
	Iteration 22Q: 3 clusters Score -1495136 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1495238.875000 Penalty: 4874.826172
	Iteration 23Q: 3 clusters Score -1495239 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1495322.250000 Penalty: 4874.826172
	Iteration 24Q: 3 clusters Score -1495322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1495396.875000 Penalty: 4874.826172
	Iteration 25Q: 3 clusters Score -1495397 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1495465.500000 Penalty: 4874.826172
	Iteration 26Q: 3 clusters Score -1495466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1495523.625000 Penalty: 4874.826172
	Iteration 27Q: 3 clusters Score -1495524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1495589.125000 Penalty: 4874.826172
	Iteration 28Q: 3 clusters Score -1495589 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1495669.250000 Penalty: 4874.826172
	Iteration 29Q: 3 clusters Score -1495669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1495730.875000 Penalty: 4874.826172
	Iteration 30Q: 3 clusters Score -1495731 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1495789.250000 Penalty: 4874.826172
	Iteration 31Q: 3 clusters Score -1495789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1495839.375000 Penalty: 4874.826172
	Iteration 32Q: 3 clusters Score -1495839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1495877.875000 Penalty: 4874.826172
	Iteration 33Q: 3 clusters Score -1495878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1495916.250000 Penalty: 4874.826172
	Iteration 34Q: 3 clusters Score -1495916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1495946.000000 Penalty: 4874.826172
	Iteration 35Q: 3 clusters Score -1495946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1495973.500000 Penalty: 4874.826172
	Iteration 36Q: 3 clusters Score -1495974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1496003.250000 Penalty: 4874.826172
	Iteration 37Q: 3 clusters Score -1496003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1496021.625000 Penalty: 4874.826172
	Iteration 38Q: 3 clusters Score -1496022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1496042.750000 Penalty: 4874.826172
	Iteration 39Q: 3 clusters Score -1496043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1496058.625000 Penalty: 4874.826172
	Iteration 40F: 3 clusters Score -1496059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1496073.875000 Penalty: 4874.826172
	Iteration 41Q: 3 clusters Score -1496074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1496087.750000 Penalty: 4874.826172
	Iteration 42Q: 3 clusters Score -1496088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1496111.000000 Penalty: 4874.826172
	Iteration 43Q: 3 clusters Score -1496111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1496129.250000 Penalty: 4874.826172
	Iteration 44Q: 3 clusters Score -1496129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1496154.250000 Penalty: 4874.826172
	Iteration 45Q: 3 clusters Score -1496154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1496169.625000 Penalty: 4874.826172
	Iteration 46Q: 3 clusters Score -1496170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1496186.000000 Penalty: 4874.826172
	Iteration 47Q: 3 clusters Score -1496186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1496188.875000 Penalty: 4874.826172
	Iteration 48Q: 3 clusters Score -1496189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1496201.750000 Penalty: 4874.826172
	Iteration 49Q: 3 clusters Score -1496202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1496215.125000 Penalty: 4874.826172
	Iteration 50Q: 3 clusters Score -1496215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1496227.375000 Penalty: 4874.826172
	Iteration 51Q: 3 clusters Score -1496227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1496236.500000 Penalty: 4874.826172
	Iteration 52Q: 3 clusters Score -1496236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1496245.000000 Penalty: 4874.826172
	Iteration 53Q: 3 clusters Score -1496245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1496250.000000 Penalty: 4874.826172
	Iteration 54Q: 3 clusters Score -1496250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1496256.625000 Penalty: 4874.826172
	Iteration 55Q: 3 clusters Score -1496257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1496264.125000 Penalty: 4874.826172
	Iteration 56Q: 3 clusters Score -1496264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1496268.000000 Penalty: 4874.826172
	Iteration 57Q: 3 clusters Score -1496268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1496275.500000 Penalty: 4874.826172
	Iteration 58Q: 3 clusters Score -1496276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1496283.250000 Penalty: 4874.826172
	Iteration 59Q: 3 clusters Score -1496283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1496297.125000 Penalty: 4874.826172
	Iteration 60F: 3 clusters Score -1496297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1496305.875000 Penalty: 4874.826172
	Iteration 61Q: 3 clusters Score -1496306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1496310.625000 Penalty: 4874.826172
	Iteration 62Q: 3 clusters Score -1496311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1496314.000000 Penalty: 4874.826172
	Iteration 63Q: 3 clusters Score -1496314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1496317.625000 Penalty: 4874.826172
	Iteration 64Q: 3 clusters Score -1496318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1496319.875000 Penalty: 4874.826172
	Iteration 65Q: 3 clusters Score -1496320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1496319.750000 Penalty: 4874.826172
	Iteration 66Q: 3 clusters Score -1496320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1496323.250000 Penalty: 4874.826172
	Iteration 67Q: 3 clusters Score -1496323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1496326.500000 Penalty: 4874.826172
	Iteration 68Q: 3 clusters Score -1496326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1496326.500000 Penalty: 4874.826172
	Iteration 69F: 3 clusters Score -1496326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -946122.312500 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -946122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -938967.312500 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -938967.3 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -940966.375000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -940966.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -941315.937500 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -941315.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -941644.500000 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -941644.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -941914.812500 Penalty: 4524.160156
	Iteration 4F: 3 clusters Score -941914.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -942169.875000 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -942169.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -942414.375000 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -942414.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -942647.937500 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -942647.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -942875.687500 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -942875.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -943089.500000 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -943089.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -943304.625000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -943304.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -943525.687500 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -943525.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -943724.562500 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -943724.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -943908.312500 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -943908.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -944069.875000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -944069.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -944196.500000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -944196.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -944301.562500 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -944301.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -944384.250000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -944384.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -944430.937500 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -944430.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -944458.000000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -944458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -944477.375000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -944477.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -944492.500000 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -944492.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -944500.125000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -944500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -944508.312500 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -944508.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -944515.250000 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -944515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -944519.187500 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -944519.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -944529.687500 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -944529.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -944538.187500 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -944538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -944543.375000 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -944543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -944547.187500 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -944547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -944556.812500 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -944556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -944562.375000 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -944562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -944563.875000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -944563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -944566.875000 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -944566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -944566.812500 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -944566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -944567.937500 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -944567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -944568.125000 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -944568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -944568.062500 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -944568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -944568.062500 Penalty: 4524.160156
	Iteration 38F: 3 clusters Score -944568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1630598.500000 Penalty: 2460.586670
	Iteration 0F: 2 clusters Score -1630598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1616279.625000 Penalty: 4921.173340
	Iteration 0F: 3 clusters Score -1616280 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1621251.875000 Penalty: 4921.173340
	Iteration 1F: 3 clusters Score -1621252 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1621929.750000 Penalty: 4921.173340
	Iteration 2F: 3 clusters Score -1621930 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1622767.375000 Penalty: 4921.173340
	Iteration 3F: 3 clusters Score -1622767 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1623825.375000 Penalty: 4921.173340
	Iteration 4F: 3 clusters Score -1623825 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1624948.750000 Penalty: 4921.173340
	Iteration 5F: 3 clusters Score -1624949 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1625910.875000 Penalty: 4921.173340
	Iteration 6F: 3 clusters Score -1625911 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1626561.250000 Penalty: 4921.173340
	Iteration 7F: 3 clusters Score -1626561 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1626994.750000 Penalty: 4921.173340
	Iteration 8Q: 3 clusters Score -1626995 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1627297.750000 Penalty: 4921.173340
	Iteration 9Q: 3 clusters Score -1627298 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1627515.000000 Penalty: 4921.173340
	Iteration 10Q: 3 clusters Score -1627515 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1627700.500000 Penalty: 4921.173340
	Iteration 11Q: 3 clusters Score -1627700 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1627848.000000 Penalty: 4921.173340
	Iteration 12Q: 3 clusters Score -1627848 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1628007.125000 Penalty: 4921.173340
	Iteration 13Q: 3 clusters Score -1628007 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1628197.625000 Penalty: 4921.173340
	Iteration 14Q: 3 clusters Score -1628198 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1628373.625000 Penalty: 4921.173340
	Iteration 15Q: 3 clusters Score -1628374 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1628524.750000 Penalty: 4921.173340
	Iteration 16Q: 3 clusters Score -1628525 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1628649.000000 Penalty: 4921.173340
	Iteration 17Q: 3 clusters Score -1628649 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1628752.250000 Penalty: 4921.173340
	Iteration 18Q: 3 clusters Score -1628752 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1628841.500000 Penalty: 4921.173340
	Iteration 19Q: 3 clusters Score -1628842 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1628889.625000 Penalty: 4921.173340
	Iteration 20F: 3 clusters Score -1628890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1628917.250000 Penalty: 4921.173340
	Iteration 21Q: 3 clusters Score -1628917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1628941.625000 Penalty: 4921.173340
	Iteration 22Q: 3 clusters Score -1628942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1628971.625000 Penalty: 4921.173340
	Iteration 23Q: 3 clusters Score -1628972 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1628994.250000 Penalty: 4921.173340
	Iteration 24Q: 3 clusters Score -1628994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1629011.250000 Penalty: 4921.173340
	Iteration 25Q: 3 clusters Score -1629011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1629014.375000 Penalty: 4921.173340
	Iteration 26Q: 3 clusters Score -1629014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1629024.625000 Penalty: 4921.173340
	Iteration 27Q: 3 clusters Score -1629025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1629031.875000 Penalty: 4921.173340
	Iteration 28Q: 3 clusters Score -1629032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1629038.250000 Penalty: 4921.173340
	Iteration 29Q: 3 clusters Score -1629038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1629045.750000 Penalty: 4921.173340
	Iteration 30Q: 3 clusters Score -1629046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1629046.000000 Penalty: 4921.173340
	Iteration 31Q: 3 clusters Score -1629046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1629048.625000 Penalty: 4921.173340
	Iteration 32Q: 3 clusters Score -1629049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1629053.500000 Penalty: 4921.173340
	Iteration 33Q: 3 clusters Score -1629054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1629053.125000 Penalty: 4921.173340
	Iteration 34Q: 3 clusters Score -1629053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1629048.875000 Penalty: 4921.173340
	Iteration 35Q: 3 clusters Score -1629049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1629054.375000 Penalty: 4921.173340
	Iteration 36Q: 3 clusters Score -1629054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1629053.750000 Penalty: 4921.173340
	Iteration 37Q: 3 clusters Score -1629054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1629052.500000 Penalty: 4921.173340
	Iteration 38Q: 3 clusters Score -1629052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1629057.500000 Penalty: 4921.173340
	Iteration 39Q: 3 clusters Score -1629058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1629057.875000 Penalty: 4921.173340
	Iteration 40F: 3 clusters Score -1629058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1629058.500000 Penalty: 4921.173340
	Iteration 41Q: 3 clusters Score -1629058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1629057.500000 Penalty: 4921.173340
	Iteration 42Q: 3 clusters Score -1629058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1629057.875000 Penalty: 4921.173340
	Iteration 43Q: 3 clusters Score -1629058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1629057.875000 Penalty: 4921.173340
	Iteration 44F: 3 clusters Score -1629058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (120909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120909 members 
Entering Unmasked Estep 
Score: -11941113.000000 Penalty: 2902.292725
	Iteration 0F: 2 clusters Score -1.194111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -11860416.000000 Penalty: 5804.585449
	Iteration 0F: 3 clusters Score -1.186042e+07 nChanged 57418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -11893846.000000 Penalty: 5804.585449
	Iteration 1F: 3 clusters Score -1.189385e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -11894870.000000 Penalty: 5804.585449
	Iteration 2Q: 3 clusters Score -1.189487e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -11896274.000000 Penalty: 5804.585449
	Iteration 3Q: 3 clusters Score -1.189627e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -11898511.000000 Penalty: 5804.585449
	Iteration 4Q: 3 clusters Score -1.189851e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -11902084.000000 Penalty: 5804.585449
	Iteration 5F: 3 clusters Score -1.190208e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -11907397.000000 Penalty: 5804.585449
	Iteration 6F: 3 clusters Score -1.19074e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -11914723.000000 Penalty: 5804.585449
	Iteration 7F: 3 clusters Score -1.191472e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -11922864.000000 Penalty: 5804.585449
	Iteration 8F: 3 clusters Score -1.192286e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -11929233.000000 Penalty: 5804.585449
	Iteration 9F: 3 clusters Score -1.192923e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -11933536.000000 Penalty: 5804.585449
	Iteration 10Q: 3 clusters Score -1.193354e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 116287 members 
Entering Unmasked Estep 
Score: -11935869.000000 Penalty: 5804.585449
	Iteration 11Q: 3 clusters Score -1.193587e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -11937105.000000 Penalty: 5804.585449
	Iteration 12Q: 3 clusters Score -1.19371e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 119055 members 
Entering Unmasked Estep 
Score: -11937835.000000 Penalty: 5804.585449
	Iteration 13Q: 3 clusters Score -1.193784e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -11938209.000000 Penalty: 5804.585449
	Iteration 14Q: 3 clusters Score -1.193821e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -11938397.000000 Penalty: 5804.585449
	Iteration 15Q: 3 clusters Score -1.19384e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 119966 members 
Entering Unmasked Estep 
Score: -11938467.000000 Penalty: 5804.585449
	Iteration 16Q: 3 clusters Score -1.193847e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 120062 members 
Entering Unmasked Estep 
Score: -11938559.000000 Penalty: 5804.585449
	Iteration 17Q: 3 clusters Score -1.193856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -11938605.000000 Penalty: 5804.585449
	Iteration 18Q: 3 clusters Score -1.19386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -11938627.000000 Penalty: 5804.585449
	Iteration 19Q: 3 clusters Score -1.193863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -11938651.000000 Penalty: 5804.585449
	Iteration 20F: 3 clusters Score -1.193865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 120202 members 
Entering Unmasked Estep 
Score: -11938683.000000 Penalty: 5804.585449
	Iteration 21Q: 3 clusters Score -1.193868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 120217 members 
Entering Unmasked Estep 
Score: -11938687.000000 Penalty: 5804.585449
	Iteration 22Q: 3 clusters Score -1.193869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 120229 members 
Entering Unmasked Estep 
Score: -11938716.000000 Penalty: 5804.585449
	Iteration 23Q: 3 clusters Score -1.193872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -11938711.000000 Penalty: 5804.585449
	Iteration 24Q: 3 clusters Score -1.193871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -11938715.000000 Penalty: 5804.585449
	Iteration 25Q: 3 clusters Score -1.193872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 120241 members 
Entering Unmasked Estep 
Score: -11938716.000000 Penalty: 5804.585449
	Iteration 26Q: 3 clusters Score -1.193872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -11938708.000000 Penalty: 5804.585449
	Iteration 27Q: 3 clusters Score -1.193871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -11938701.000000 Penalty: 5804.585449
	Iteration 28Q: 3 clusters Score -1.19387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -11938701.000000 Penalty: 5804.585449
	Iteration 29F: 3 clusters Score -1.19387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (123728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Entering Unmasked Estep 
Score: -10016376.000000 Penalty: 2908.008545
	Iteration 0F: 2 clusters Score -1.001638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -9933504.000000 Penalty: 5816.017090
	Iteration 0F: 3 clusters Score -9933504 nChanged 58900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -9967698.000000 Penalty: 5816.017090
	Iteration 1F: 3 clusters Score -9967698 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -9968834.000000 Penalty: 5816.017090
	Iteration 2Q: 3 clusters Score -9968834 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -9970407.000000 Penalty: 5816.017090
	Iteration 3Q: 3 clusters Score -9970407 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -9973305.000000 Penalty: 5816.017090
	Iteration 4Q: 3 clusters Score -9973305 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -9978388.000000 Penalty: 5816.017090
	Iteration 5F: 3 clusters Score -9978388 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -9986698.000000 Penalty: 5816.017090
	Iteration 6F: 3 clusters Score -9986698 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -9997799.000000 Penalty: 5816.017090
	Iteration 7F: 3 clusters Score -9997799 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -10006967.000000 Penalty: 5816.017090
	Iteration 8F: 3 clusters Score -1.000697e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -10011604.000000 Penalty: 5816.017090
	Iteration 9Q: 3 clusters Score -1.00116e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122715 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10013063.000000 Penalty: 5816.017090
	Iteration 10Q: 3 clusters Score -1.001306e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10013522.000000 Penalty: 5816.017090
	Iteration 11Q: 3 clusters Score -1.001352e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10013657.000000 Penalty: 5816.017090
	Iteration 12Q: 3 clusters Score -1.001366e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10013740.000000 Penalty: 5816.017090
	Iteration 13Q: 3 clusters Score -1.001374e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10013800.000000 Penalty: 5816.017090
	Iteration 14Q: 3 clusters Score -1.00138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10013803.000000 Penalty: 5816.017090
	Iteration 15Q: 3 clusters Score -1.00138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123390 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10013810.000000 Penalty: 5816.017090
	Iteration 16Q: 3 clusters Score -1.001381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10013832.000000 Penalty: 5816.017090
	Iteration 17Q: 3 clusters Score -1.001383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10013833.000000 Penalty: 5816.017090
	Iteration 18Q: 3 clusters Score -1.001383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10013831.000000 Penalty: 5816.017090
	Iteration 19Q: 3 clusters Score -1.001383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10013831.000000 Penalty: 5816.017090
	Iteration 20F: 3 clusters Score -1.001383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -53512.183594 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -53512.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51828.914062 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51828.91 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52080.636719 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -52080.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52198.812500 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -52198.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52269.753906 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -52269.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52297.292969 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -52297.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52312.199219 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -52312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52319.285156 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -52319.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52331.804688 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -52331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52341.167969 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -52341.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52352.160156 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -52352.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52356.675781 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -52356.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52362.410156 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -52362.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52364.234375 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -52364.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52366.617188 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -52366.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52366.617188 Penalty: 3216.379150
	Iteration 14F: 3 clusters Score -52366.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -445130.125000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -445130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -440450.437500 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -440450.4 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -441526.187500 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -441526.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -441705.875000 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -441705.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -441824.468750 Penalty: 4246.834473
	Iteration 3Q: 3 clusters Score -441824.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -441914.812500 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -441914.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -441967.625000 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -441967.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -442000.218750 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -442000.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -442027.625000 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -442027.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -442050.218750 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -442050.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -442065.312500 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -442065.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -442075.718750 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -442075.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -442085.281250 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -442085.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -442095.281250 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -442095.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -442101.500000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -442101.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -442107.656250 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -442107.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -442114.906250 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -442114.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -442124.468750 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -442124.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -442137.656250 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -442137.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -442148.250000 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -442148.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -442155.750000 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -442155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -442162.312500 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -442162.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -442164.750000 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -442164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -442169.250000 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -442169.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -442171.906250 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -442171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -442175.656250 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -442175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -442179.468750 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -442179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -442182.187500 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -442182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -442184.500000 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -442184.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -442187.218750 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -442187.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -442190.593750 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -442190.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -442193.562500 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -442193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -442198.312500 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -442198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -442200.093750 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -442200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -442201.000000 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -442201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -442202.500000 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -442202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -442203.750000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -442203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -442205.531250 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -442205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -442205.437500 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -442205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -442207.250000 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -442207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -442207.312500 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -442207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -442208.343750 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -442208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -442208.593750 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -442208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -442208.531250 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -442208.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -442210.031250 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -442210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -442209.843750 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -442209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -442211.406250 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -442211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -442211.437500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -442211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -442212.281250 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -442212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -442211.750000 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -442211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -442213.406250 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -442213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -442213.937500 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -442213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -442213.593750 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -442213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -442214.062500 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -442214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -442214.062500 Penalty: 4246.834473
	Iteration 53F: 3 clusters Score -442214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Entering Unmasked Estep 
Score: -8349162.500000 Penalty: 2793.755615
	Iteration 0F: 2 clusters Score -8349162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -8297929.500000 Penalty: 5587.511230
	Iteration 0F: 3 clusters Score -8297930 nChanged 36595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -8318596.000000 Penalty: 5587.511230
	Iteration 1F: 3 clusters Score -8318596 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8319254.500000 Penalty: 5587.511230
	Iteration 2Q: 3 clusters Score -8319254 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8319992.000000 Penalty: 5587.511230
	Iteration 3Q: 3 clusters Score -8319992 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -8320955.500000 Penalty: 5587.511230
	Iteration 4Q: 3 clusters Score -8320956 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -8322220.500000 Penalty: 5587.511230
	Iteration 5Q: 3 clusters Score -8322220 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -8324302.000000 Penalty: 5587.511230
	Iteration 6F: 3 clusters Score -8324302 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -8327264.000000 Penalty: 5587.511230
	Iteration 7F: 3 clusters Score -8327264 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -8331316.000000 Penalty: 5587.511230
	Iteration 8F: 3 clusters Score -8331316 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -8336177.000000 Penalty: 5587.511230
	Iteration 9F: 3 clusters Score -8336177 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -8340479.500000 Penalty: 5587.511230
	Iteration 10F: 3 clusters Score -8340480 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -8343531.000000 Penalty: 5587.511230
	Iteration 11Q: 3 clusters Score -8343531 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8345243.000000 Penalty: 5587.511230
	Iteration 12Q: 3 clusters Score -8345243 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8346048.000000 Penalty: 5587.511230
	Iteration 13Q: 3 clusters Score -8346048 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8346401.000000 Penalty: 5587.511230
	Iteration 14Q: 3 clusters Score -8346401 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8346526.500000 Penalty: 5587.511230
	Iteration 15Q: 3 clusters Score -8346526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8346599.500000 Penalty: 5587.511230
	Iteration 16Q: 3 clusters Score -8346600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8346639.500000 Penalty: 5587.511230
	Iteration 17Q: 3 clusters Score -8346640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8346668.500000 Penalty: 5587.511230
	Iteration 18Q: 3 clusters Score -8346668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8346687.500000 Penalty: 5587.511230
	Iteration 19Q: 3 clusters Score -8346688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8346705.000000 Penalty: 5587.511230
	Iteration 20F: 3 clusters Score -8346705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8346715.000000 Penalty: 5587.511230
	Iteration 21Q: 3 clusters Score -8346715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8346722.000000 Penalty: 5587.511230
	Iteration 22Q: 3 clusters Score -8346722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8346727.000000 Penalty: 5587.511230
	Iteration 23Q: 3 clusters Score -8346727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8346727.000000 Penalty: 5587.511230
	Iteration 24F: 3 clusters Score -8346727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Entering Unmasked Estep 
Score: -3068729.000000 Penalty: 2616.215088
	Iteration 0F: 2 clusters Score -3068729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3042738.750000 Penalty: 5232.430176
	Iteration 0F: 3 clusters Score -3042739 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3052385.500000 Penalty: 5232.430176
	Iteration 1F: 3 clusters Score -3052386 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3053084.500000 Penalty: 5232.430176
	Iteration 2Q: 3 clusters Score -3053084 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3054040.750000 Penalty: 5232.430176
	Iteration 3F: 3 clusters Score -3054041 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3055380.750000 Penalty: 5232.430176
	Iteration 4F: 3 clusters Score -3055381 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3057393.000000 Penalty: 5232.430176
	Iteration 5F: 3 clusters Score -3057393 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3059922.500000 Penalty: 5232.430176
	Iteration 6F: 3 clusters Score -3059922 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3062333.250000 Penalty: 5232.430176
	Iteration 7F: 3 clusters Score -3062333 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3064187.000000 Penalty: 5232.430176
	Iteration 8F: 3 clusters Score -3064187 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3065323.000000 Penalty: 5232.430176
	Iteration 9Q: 3 clusters Score -3065323 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3065894.750000 Penalty: 5232.430176
	Iteration 10Q: 3 clusters Score -3065895 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3066188.000000 Penalty: 5232.430176
	Iteration 11Q: 3 clusters Score -3066188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3066309.500000 Penalty: 5232.430176
	Iteration 12Q: 3 clusters Score -3066310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3066383.750000 Penalty: 5232.430176
	Iteration 13Q: 3 clusters Score -3066384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3066423.750000 Penalty: 5232.430176
	Iteration 14Q: 3 clusters Score -3066424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3066462.000000 Penalty: 5232.430176
	Iteration 15Q: 3 clusters Score -3066462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3066478.250000 Penalty: 5232.430176
	Iteration 16Q: 3 clusters Score -3066478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3066486.250000 Penalty: 5232.430176
	Iteration 17Q: 3 clusters Score -3066486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3066495.000000 Penalty: 5232.430176
	Iteration 18Q: 3 clusters Score -3066495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3066503.750000 Penalty: 5232.430176
	Iteration 19Q: 3 clusters Score -3066504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3066507.500000 Penalty: 5232.430176
	Iteration 20F: 3 clusters Score -3066508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3066511.250000 Penalty: 5232.430176
	Iteration 21Q: 3 clusters Score -3066511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3066511.250000 Penalty: 5232.430176
	Iteration 22Q: 3 clusters Score -3066511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3066513.750000 Penalty: 5232.430176
	Iteration 23Q: 3 clusters Score -3066514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3066513.000000 Penalty: 5232.430176
	Iteration 24Q: 3 clusters Score -3066513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3066512.750000 Penalty: 5232.430176
	Iteration 25Q: 3 clusters Score -3066513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3066517.750000 Penalty: 5232.430176
	Iteration 26Q: 3 clusters Score -3066518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3066517.500000 Penalty: 5232.430176
	Iteration 27Q: 3 clusters Score -3066518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3066523.000000 Penalty: 5232.430176
	Iteration 28Q: 3 clusters Score -3066523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3066522.250000 Penalty: 5232.430176
	Iteration 29Q: 3 clusters Score -3066522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3066527.750000 Penalty: 5232.430176
	Iteration 30Q: 3 clusters Score -3066528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3066527.750000 Penalty: 5232.430176
	Iteration 31F: 3 clusters Score -3066528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -297743.781250 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -297743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -293985.500000 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -293985.5 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -294935.812500 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -294935.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -295189.906250 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -295189.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -295346.781250 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -295346.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -295455.093750 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -295455.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -295542.968750 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -295543 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -295614.593750 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -295614.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -295662.312500 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -295662.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -295705.000000 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -295705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -295736.343750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -295736.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -295766.781250 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -295766.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -295791.500000 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -295791.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295823.156250 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -295823.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -295858.187500 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -295858.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -295888.000000 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -295888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -295925.718750 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -295925.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -295953.031250 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -295953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295980.562500 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -295980.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -296016.468750 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -296016.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296054.343750 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -296054.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -296085.906250 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -296085.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -296118.187500 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -296118.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -296143.562500 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -296143.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -296161.562500 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -296161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -296176.218750 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -296176.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -296193.500000 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -296193.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -296207.437500 Penalty: 4085.527100
	Iteration 26Q: 3 clusters Score -296207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -296218.062500 Penalty: 4085.527100
	Iteration 27Q: 3 clusters Score -296218.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -296226.625000 Penalty: 4085.527100
	Iteration 28Q: 3 clusters Score -296226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -296231.156250 Penalty: 4085.527100
	Iteration 29Q: 3 clusters Score -296231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -296234.906250 Penalty: 4085.527100
	Iteration 30Q: 3 clusters Score -296234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -296238.593750 Penalty: 4085.527100
	Iteration 31Q: 3 clusters Score -296238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -296240.906250 Penalty: 4085.527100
	Iteration 32Q: 3 clusters Score -296240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -296244.500000 Penalty: 4085.527100
	Iteration 33Q: 3 clusters Score -296244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -296250.500000 Penalty: 4085.527100
	Iteration 34Q: 3 clusters Score -296250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -296253.187500 Penalty: 4085.527100
	Iteration 35Q: 3 clusters Score -296253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -296255.500000 Penalty: 4085.527100
	Iteration 36Q: 3 clusters Score -296255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -296263.437500 Penalty: 4085.527100
	Iteration 37Q: 3 clusters Score -296263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -296273.937500 Penalty: 4085.527100
	Iteration 38Q: 3 clusters Score -296273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -296276.281250 Penalty: 4085.527100
	Iteration 39Q: 3 clusters Score -296276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -296280.593750 Penalty: 4085.527100
	Iteration 40F: 3 clusters Score -296280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -296289.218750 Penalty: 4085.527100
	Iteration 41Q: 3 clusters Score -296289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -296292.250000 Penalty: 4085.527100
	Iteration 42Q: 3 clusters Score -296292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -296294.000000 Penalty: 4085.527100
	Iteration 43Q: 3 clusters Score -296294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -296298.062500 Penalty: 4085.527100
	Iteration 44Q: 3 clusters Score -296298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -296300.187500 Penalty: 4085.527100
	Iteration 45Q: 3 clusters Score -296300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -296300.437500 Penalty: 4085.527100
	Iteration 46Q: 3 clusters Score -296300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -296301.375000 Penalty: 4085.527100
	Iteration 47Q: 3 clusters Score -296301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -296302.187500 Penalty: 4085.527100
	Iteration 48Q: 3 clusters Score -296302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -296302.000000 Penalty: 4085.527100
	Iteration 49Q: 3 clusters Score -296302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -296302.000000 Penalty: 4085.527100
	Iteration 50F: 3 clusters Score -296302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -2681179.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -2681179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2657939.000000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -2657939 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2666655.000000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -2666655 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2667583.500000 Penalty: 5175.102539
	Iteration 2F: 3 clusters Score -2667584 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2668670.250000 Penalty: 5175.102539
	Iteration 3F: 3 clusters Score -2668670 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2669894.000000 Penalty: 5175.102539
	Iteration 4F: 3 clusters Score -2669894 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2671244.500000 Penalty: 5175.102539
	Iteration 5F: 3 clusters Score -2671244 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2672736.000000 Penalty: 5175.102539
	Iteration 6F: 3 clusters Score -2672736 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2674318.500000 Penalty: 5175.102539
	Iteration 7F: 3 clusters Score -2674318 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2675856.000000 Penalty: 5175.102539
	Iteration 8F: 3 clusters Score -2675856 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2677014.500000 Penalty: 5175.102539
	Iteration 9Q: 3 clusters Score -2677014 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2677647.250000 Penalty: 5175.102539
	Iteration 10Q: 3 clusters Score -2677647 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2677976.250000 Penalty: 5175.102539
	Iteration 11Q: 3 clusters Score -2677976 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2678169.500000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -2678170 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2678332.750000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -2678333 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2678461.000000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -2678461 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2678546.750000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -2678547 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2678585.500000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -2678586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2678614.500000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -2678614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2678657.000000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -2678657 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2678677.750000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -2678678 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2678703.750000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -2678704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2678721.500000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -2678722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2678739.500000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -2678740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2678753.750000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -2678754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2678769.750000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -2678770 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2678787.250000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -2678787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2678793.750000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -2678794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2678825.250000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -2678825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2678839.750000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -2678840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2678842.250000 Penalty: 5175.102539
	Iteration 29Q: 3 clusters Score -2678842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2678848.750000 Penalty: 5175.102539
	Iteration 30Q: 3 clusters Score -2678849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2678853.000000 Penalty: 5175.102539
	Iteration 31Q: 3 clusters Score -2678853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2678861.500000 Penalty: 5175.102539
	Iteration 32Q: 3 clusters Score -2678862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2678867.500000 Penalty: 5175.102539
	Iteration 33Q: 3 clusters Score -2678868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2678872.250000 Penalty: 5175.102539
	Iteration 34Q: 3 clusters Score -2678872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2678876.000000 Penalty: 5175.102539
	Iteration 35Q: 3 clusters Score -2678876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2678873.000000 Penalty: 5175.102539
	Iteration 36Q: 3 clusters Score -2678873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2678881.500000 Penalty: 5175.102539
	Iteration 37Q: 3 clusters Score -2678882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2678888.000000 Penalty: 5175.102539
	Iteration 38Q: 3 clusters Score -2678888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2678887.750000 Penalty: 5175.102539
	Iteration 39Q: 3 clusters Score -2678888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2678890.750000 Penalty: 5175.102539
	Iteration 40F: 3 clusters Score -2678891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2678881.500000 Penalty: 5175.102539
	Iteration 41Q: 3 clusters Score -2678882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2678881.250000 Penalty: 5175.102539
	Iteration 42Q: 3 clusters Score -2678881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2678885.750000 Penalty: 5175.102539
	Iteration 43Q: 3 clusters Score -2678886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2678888.750000 Penalty: 5175.102539
	Iteration 44Q: 3 clusters Score -2678889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2678891.750000 Penalty: 5175.102539
	Iteration 45Q: 3 clusters Score -2678892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2678885.750000 Penalty: 5175.102539
	Iteration 46Q: 3 clusters Score -2678886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2678888.250000 Penalty: 5175.102539
	Iteration 47Q: 3 clusters Score -2678888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2678898.750000 Penalty: 5175.102539
	Iteration 48Q: 3 clusters Score -2678899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2678898.500000 Penalty: 5175.102539
	Iteration 49Q: 3 clusters Score -2678898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2678900.500000 Penalty: 5175.102539
	Iteration 50Q: 3 clusters Score -2678900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2678895.500000 Penalty: 5175.102539
	Iteration 51Q: 3 clusters Score -2678896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -2678912.250000 Penalty: 5175.102539
	Iteration 52Q: 3 clusters Score -2678912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2678916.500000 Penalty: 5175.102539
	Iteration 53Q: 3 clusters Score -2678916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2678911.250000 Penalty: 5175.102539
	Iteration 54Q: 3 clusters Score -2678911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2678907.000000 Penalty: 5175.102539
	Iteration 55Q: 3 clusters Score -2678907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2678908.750000 Penalty: 5175.102539
	Iteration 56Q: 3 clusters Score -2678909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -2678915.000000 Penalty: 5175.102539
	Iteration 57Q: 3 clusters Score -2678915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2678921.750000 Penalty: 5175.102539
	Iteration 58Q: 3 clusters Score -2678922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2678919.250000 Penalty: 5175.102539
	Iteration 59Q: 3 clusters Score -2678919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -2678930.000000 Penalty: 5175.102539
	Iteration 60F: 3 clusters Score -2678930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -2678937.250000 Penalty: 5175.102539
	Iteration 61Q: 3 clusters Score -2678937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2678937.750000 Penalty: 5175.102539
	Iteration 62Q: 3 clusters Score -2678938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2678947.500000 Penalty: 5175.102539
	Iteration 63Q: 3 clusters Score -2678948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2678951.000000 Penalty: 5175.102539
	Iteration 64Q: 3 clusters Score -2678951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -2678952.500000 Penalty: 5175.102539
	Iteration 65Q: 3 clusters Score -2678952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2678945.500000 Penalty: 5175.102539
	Iteration 66Q: 3 clusters Score -2678946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -2678960.500000 Penalty: 5175.102539
	Iteration 67Q: 3 clusters Score -2678960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2678962.250000 Penalty: 5175.102539
	Iteration 68Q: 3 clusters Score -2678962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -2678958.750000 Penalty: 5175.102539
	Iteration 69Q: 3 clusters Score -2678959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -2678959.750000 Penalty: 5175.102539
	Iteration 70Q: 3 clusters Score -2678960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2678969.250000 Penalty: 5175.102539
	Iteration 71Q: 3 clusters Score -2678969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2678967.000000 Penalty: 5175.102539
	Iteration 72Q: 3 clusters Score -2678967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2678980.250000 Penalty: 5175.102539
	Iteration 73Q: 3 clusters Score -2678980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2678982.250000 Penalty: 5175.102539
	Iteration 74Q: 3 clusters Score -2678982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2678986.000000 Penalty: 5175.102539
	Iteration 75Q: 3 clusters Score -2678986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2678993.000000 Penalty: 5175.102539
	Iteration 76Q: 3 clusters Score -2678993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2678992.250000 Penalty: 5175.102539
	Iteration 77Q: 3 clusters Score -2678992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2678996.250000 Penalty: 5175.102539
	Iteration 78Q: 3 clusters Score -2678996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2678997.000000 Penalty: 5175.102539
	Iteration 79Q: 3 clusters Score -2678997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2678992.000000 Penalty: 5175.102539
	Iteration 80F: 3 clusters Score -2678992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2678988.500000 Penalty: 5175.102539
	Iteration 81Q: 3 clusters Score -2678988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2678995.250000 Penalty: 5175.102539
	Iteration 82Q: 3 clusters Score -2678995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2678992.000000 Penalty: 5175.102539
	Iteration 83Q: 3 clusters Score -2678992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2678991.000000 Penalty: 5175.102539
	Iteration 84Q: 3 clusters Score -2678991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2678994.000000 Penalty: 5175.102539
	Iteration 85Q: 3 clusters Score -2678994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2678989.250000 Penalty: 5175.102539
	Iteration 86Q: 3 clusters Score -2678989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -2678990.750000 Penalty: 5175.102539
	Iteration 87Q: 3 clusters Score -2678991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2678991.000000 Penalty: 5175.102539
	Iteration 88Q: 3 clusters Score -2678991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2679001.500000 Penalty: 5175.102539
	Iteration 89Q: 3 clusters Score -2679002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2679004.750000 Penalty: 5175.102539
	Iteration 90Q: 3 clusters Score -2679005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2679000.500000 Penalty: 5175.102539
	Iteration 91Q: 3 clusters Score -2679000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2679004.250000 Penalty: 5175.102539
	Iteration 92Q: 3 clusters Score -2679004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -2679001.750000 Penalty: 5175.102539
	Iteration 93Q: 3 clusters Score -2679002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2679003.000000 Penalty: 5175.102539
	Iteration 94Q: 3 clusters Score -2679003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2679002.500000 Penalty: 5175.102539
	Iteration 95Q: 3 clusters Score -2679002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2679012.250000 Penalty: 5175.102539
	Iteration 96Q: 3 clusters Score -2679012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2679012.000000 Penalty: 5175.102539
	Iteration 97Q: 3 clusters Score -2679012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2679018.000000 Penalty: 5175.102539
	Iteration 98Q: 3 clusters Score -2679018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2679017.000000 Penalty: 5175.102539
	Iteration 99Q: 3 clusters Score -2679017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -2679016.000000 Penalty: 5175.102539
	Iteration 100F: 3 clusters Score -2679016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2679023.250000 Penalty: 5175.102539
	Iteration 101Q: 3 clusters Score -2679023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2679021.500000 Penalty: 5175.102539
	Iteration 102Q: 3 clusters Score -2679022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2679025.500000 Penalty: 5175.102539
	Iteration 103Q: 3 clusters Score -2679026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -2679025.250000 Penalty: 5175.102539
	Iteration 104Q: 3 clusters Score -2679025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2679026.500000 Penalty: 5175.102539
	Iteration 105Q: 3 clusters Score -2679026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2679027.500000 Penalty: 5175.102539
	Iteration 106Q: 3 clusters Score -2679028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2679031.250000 Penalty: 5175.102539
	Iteration 107Q: 3 clusters Score -2679031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2679025.250000 Penalty: 5175.102539
	Iteration 108Q: 3 clusters Score -2679025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2679021.250000 Penalty: 5175.102539
	Iteration 109Q: 3 clusters Score -2679021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2679020.250000 Penalty: 5175.102539
	Iteration 110Q: 3 clusters Score -2679020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2679020.250000 Penalty: 5175.102539
	Iteration 111Q: 3 clusters Score -2679020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2679014.250000 Penalty: 5175.102539
	Iteration 112Q: 3 clusters Score -2679014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2679017.000000 Penalty: 5175.102539
	Iteration 113Q: 3 clusters Score -2679017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2679017.000000 Penalty: 5175.102539
	Iteration 114F: 3 clusters Score -2679017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -218455.640625 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -218455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -215195.265625 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -215195.3 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -215926.328125 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -215926.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -216145.343750 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -216145.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -216292.203125 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -216292.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -216426.875000 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -216426.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -216529.171875 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -216529.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -216608.703125 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -216608.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -216654.375000 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -216654.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -216701.484375 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -216701.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -216733.203125 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -216733.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -216759.453125 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -216759.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -216781.046875 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -216781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -216795.953125 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -216796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -216809.234375 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -216809.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -216826.031250 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -216826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -216842.812500 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -216842.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -216863.343750 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -216863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -216871.406250 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -216871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -216879.578125 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -216879.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -216887.500000 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -216887.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -216901.000000 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -216901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -216923.828125 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -216923.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -216951.859375 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -216951.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -216981.031250 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -216981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -217008.781250 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -217008.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -217028.093750 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -217028.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -217042.843750 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -217042.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -217054.781250 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -217054.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -217071.828125 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -217071.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -217093.609375 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -217093.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -217115.812500 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -217115.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -217136.515625 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -217136.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -217153.453125 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -217153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -217161.453125 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -217161.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -217165.437500 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -217165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -217168.843750 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -217168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -217174.203125 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -217174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -217184.000000 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -217184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -217191.875000 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -217191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -217204.578125 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -217204.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -217217.531250 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -217217.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -217226.500000 Penalty: 3969.999512
	Iteration 41Q: 3 clusters Score -217226.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -217233.468750 Penalty: 3969.999512
	Iteration 42Q: 3 clusters Score -217233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -217237.640625 Penalty: 3969.999512
	Iteration 43Q: 3 clusters Score -217237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -217241.031250 Penalty: 3969.999512
	Iteration 44Q: 3 clusters Score -217241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -217244.250000 Penalty: 3969.999512
	Iteration 45Q: 3 clusters Score -217244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -217248.484375 Penalty: 3969.999512
	Iteration 46Q: 3 clusters Score -217248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -217251.734375 Penalty: 3969.999512
	Iteration 47Q: 3 clusters Score -217251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -217253.343750 Penalty: 3969.999512
	Iteration 48Q: 3 clusters Score -217253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -217255.015625 Penalty: 3969.999512
	Iteration 49Q: 3 clusters Score -217255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -217255.625000 Penalty: 3969.999512
	Iteration 50Q: 3 clusters Score -217255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -217255.906250 Penalty: 3969.999512
	Iteration 51Q: 3 clusters Score -217255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -217256.890625 Penalty: 3969.999512
	Iteration 52Q: 3 clusters Score -217256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -217256.890625 Penalty: 3969.999512
	Iteration 53F: 3 clusters Score -217256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -172131.234375 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -172131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -169209.875000 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -169209.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -169849.187500 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -169849.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -170040.156250 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -170040.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -170198.312500 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -170198.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -170324.562500 Penalty: 3887.427002
	Iteration 4F: 3 clusters Score -170324.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170419.359375 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -170419.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -170489.250000 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -170489.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -170543.375000 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -170543.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -170589.656250 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -170589.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170624.250000 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -170624.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -170651.640625 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -170651.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170685.593750 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -170685.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170717.062500 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -170717.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -170755.187500 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -170755.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -170781.625000 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -170781.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -170817.015625 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -170817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170864.109375 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -170864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170889.843750 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -170889.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -170914.093750 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -170914.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -170936.078125 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -170936.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170949.406250 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -170949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -170963.250000 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -170963.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -170977.703125 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -170977.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -170989.937500 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -170989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -171001.781250 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -171001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171009.531250 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -171009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -171014.703125 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -171014.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -171021.812500 Penalty: 3887.427002
	Iteration 27Q: 3 clusters Score -171021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -171026.953125 Penalty: 3887.427002
	Iteration 28Q: 3 clusters Score -171027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -171031.765625 Penalty: 3887.427002
	Iteration 29Q: 3 clusters Score -171031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -171035.218750 Penalty: 3887.427002
	Iteration 30Q: 3 clusters Score -171035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -171037.078125 Penalty: 3887.427002
	Iteration 31Q: 3 clusters Score -171037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171038.390625 Penalty: 3887.427002
	Iteration 32Q: 3 clusters Score -171038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171039.109375 Penalty: 3887.427002
	Iteration 33Q: 3 clusters Score -171039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171038.875000 Penalty: 3887.427002
	Iteration 34Q: 3 clusters Score -171038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171038.875000 Penalty: 3887.427002
	Iteration 35F: 3 clusters Score -171038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -463849.031250 Penalty: 2154.025146
	Iteration 0F: 2 clusters Score -463849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -458796.062500 Penalty: 4308.050293
	Iteration 0F: 3 clusters Score -458796.1 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -460163.218750 Penalty: 4308.050293
	Iteration 1F: 3 clusters Score -460163.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -460497.562500 Penalty: 4308.050293
	Iteration 2F: 3 clusters Score -460497.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -460713.343750 Penalty: 4308.050293
	Iteration 3F: 3 clusters Score -460713.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -460875.718750 Penalty: 4308.050293
	Iteration 4Q: 3 clusters Score -460875.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -460999.437500 Penalty: 4308.050293
	Iteration 5Q: 3 clusters Score -460999.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -461095.875000 Penalty: 4308.050293
	Iteration 6Q: 3 clusters Score -461095.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -461174.250000 Penalty: 4308.050293
	Iteration 7Q: 3 clusters Score -461174.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -461249.062500 Penalty: 4308.050293
	Iteration 8Q: 3 clusters Score -461249.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -461319.250000 Penalty: 4308.050293
	Iteration 9Q: 3 clusters Score -461319.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -461385.656250 Penalty: 4308.050293
	Iteration 10Q: 3 clusters Score -461385.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -461440.031250 Penalty: 4308.050293
	Iteration 11Q: 3 clusters Score -461440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -461481.531250 Penalty: 4308.050293
	Iteration 12Q: 3 clusters Score -461481.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -461519.375000 Penalty: 4308.050293
	Iteration 13Q: 3 clusters Score -461519.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -461549.656250 Penalty: 4308.050293
	Iteration 14Q: 3 clusters Score -461549.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -461579.125000 Penalty: 4308.050293
	Iteration 15Q: 3 clusters Score -461579.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -461612.156250 Penalty: 4308.050293
	Iteration 16Q: 3 clusters Score -461612.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -461647.125000 Penalty: 4308.050293
	Iteration 17Q: 3 clusters Score -461647.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -461676.875000 Penalty: 4308.050293
	Iteration 18Q: 3 clusters Score -461676.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -461703.562500 Penalty: 4308.050293
	Iteration 19Q: 3 clusters Score -461703.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -461728.062500 Penalty: 4308.050293
	Iteration 20F: 3 clusters Score -461728.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -461752.031250 Penalty: 4308.050293
	Iteration 21Q: 3 clusters Score -461752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -461773.531250 Penalty: 4308.050293
	Iteration 22Q: 3 clusters Score -461773.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -461789.093750 Penalty: 4308.050293
	Iteration 23Q: 3 clusters Score -461789.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -461801.093750 Penalty: 4308.050293
	Iteration 24Q: 3 clusters Score -461801.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -461814.812500 Penalty: 4308.050293
	Iteration 25Q: 3 clusters Score -461814.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -461827.906250 Penalty: 4308.050293
	Iteration 26Q: 3 clusters Score -461827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -461842.656250 Penalty: 4308.050293
	Iteration 27Q: 3 clusters Score -461842.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -461856.718750 Penalty: 4308.050293
	Iteration 28Q: 3 clusters Score -461856.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -461873.062500 Penalty: 4308.050293
	Iteration 29Q: 3 clusters Score -461873.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -461884.156250 Penalty: 4308.050293
	Iteration 30Q: 3 clusters Score -461884.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -461895.093750 Penalty: 4308.050293
	Iteration 31Q: 3 clusters Score -461895.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -461904.937500 Penalty: 4308.050293
	Iteration 32Q: 3 clusters Score -461904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -461913.875000 Penalty: 4308.050293
	Iteration 33Q: 3 clusters Score -461913.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -461919.625000 Penalty: 4308.050293
	Iteration 34Q: 3 clusters Score -461919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -461921.625000 Penalty: 4308.050293
	Iteration 35Q: 3 clusters Score -461921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -461923.000000 Penalty: 4308.050293
	Iteration 36Q: 3 clusters Score -461923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -461925.000000 Penalty: 4308.050293
	Iteration 37Q: 3 clusters Score -461925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -461925.343750 Penalty: 4308.050293
	Iteration 38Q: 3 clusters Score -461925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -461927.062500 Penalty: 4308.050293
	Iteration 39Q: 3 clusters Score -461927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -461927.062500 Penalty: 4308.050293
	Iteration 40F: 3 clusters Score -461927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -480598.062500 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -480598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -475189.062500 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -475189.1 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -476700.125000 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -476700.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -477040.343750 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -477040.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -477343.843750 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -477343.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -477630.406250 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -477630.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -477911.218750 Penalty: 4348.672363
	Iteration 5F: 3 clusters Score -477911.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -478190.000000 Penalty: 4348.672363
	Iteration 6F: 3 clusters Score -478190 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -478433.750000 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -478433.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -478636.593750 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -478636.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -478822.125000 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -478822.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -478960.781250 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -478960.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -479069.093750 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -479069.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -479140.843750 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -479140.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -479196.437500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -479196.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -479265.562500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -479265.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -479329.750000 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -479329.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -479377.093750 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -479377.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -479430.250000 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -479430.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -479479.718750 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -479479.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -479511.531250 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -479511.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -479536.562500 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -479536.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -479553.031250 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -479553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -479561.093750 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -479561.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -479563.562500 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -479563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -479568.093750 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -479568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -479568.687500 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -479568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -479573.437500 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -479573.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -479576.687500 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -479576.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -479580.343750 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -479580.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -479582.312500 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -479582.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -479585.593750 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -479585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -479589.187500 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -479589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -479590.812500 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -479590.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -479594.531250 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -479594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -479597.562500 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -479597.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -479599.718750 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -479599.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -479601.812500 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -479601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -479605.250000 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -479605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -479609.437500 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -479609.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -479610.312500 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -479610.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -479612.562500 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -479612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -479613.343750 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -479613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -479614.875000 Penalty: 4348.672363
	Iteration 42Q: 3 clusters Score -479614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -479615.656250 Penalty: 4348.672363
	Iteration 43Q: 3 clusters Score -479615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -479616.531250 Penalty: 4348.672363
	Iteration 44Q: 3 clusters Score -479616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -479616.750000 Penalty: 4348.672363
	Iteration 45Q: 3 clusters Score -479616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -479617.312500 Penalty: 4348.672363
	Iteration 46Q: 3 clusters Score -479617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -479617.656250 Penalty: 4348.672363
	Iteration 47Q: 3 clusters Score -479617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -479618.250000 Penalty: 4348.672363
	Iteration 48Q: 3 clusters Score -479618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -479618.656250 Penalty: 4348.672363
	Iteration 49Q: 3 clusters Score -479618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -479618.406250 Penalty: 4348.672363
	Iteration 50Q: 3 clusters Score -479618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -479619.531250 Penalty: 4348.672363
	Iteration 51Q: 3 clusters Score -479619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -479618.968750 Penalty: 4348.672363
	Iteration 52Q: 3 clusters Score -479619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -479620.750000 Penalty: 4348.672363
	Iteration 53Q: 3 clusters Score -479620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -479620.968750 Penalty: 4348.672363
	Iteration 54Q: 3 clusters Score -479621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -479622.406250 Penalty: 4348.672363
	Iteration 55Q: 3 clusters Score -479622.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -479626.437500 Penalty: 4348.672363
	Iteration 56Q: 3 clusters Score -479626.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -479629.937500 Penalty: 4348.672363
	Iteration 57Q: 3 clusters Score -479629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -479632.187500 Penalty: 4348.672363
	Iteration 58Q: 3 clusters Score -479632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -479633.062500 Penalty: 4348.672363
	Iteration 59Q: 3 clusters Score -479633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -479634.437500 Penalty: 4348.672363
	Iteration 60F: 3 clusters Score -479634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -479635.000000 Penalty: 4348.672363
	Iteration 61Q: 3 clusters Score -479635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -479635.625000 Penalty: 4348.672363
	Iteration 62Q: 3 clusters Score -479635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -479636.562500 Penalty: 4348.672363
	Iteration 63Q: 3 clusters Score -479636.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -479640.843750 Penalty: 4348.672363
	Iteration 64Q: 3 clusters Score -479640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -479643.812500 Penalty: 4348.672363
	Iteration 65Q: 3 clusters Score -479643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -479644.531250 Penalty: 4348.672363
	Iteration 66Q: 3 clusters Score -479644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -479645.968750 Penalty: 4348.672363
	Iteration 67Q: 3 clusters Score -479646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -479647.968750 Penalty: 4348.672363
	Iteration 68Q: 3 clusters Score -479648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -479649.843750 Penalty: 4348.672363
	Iteration 69Q: 3 clusters Score -479649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -479650.656250 Penalty: 4348.672363
	Iteration 70Q: 3 clusters Score -479650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -479650.375000 Penalty: 4348.672363
	Iteration 71Q: 3 clusters Score -479650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -479650.250000 Penalty: 4348.672363
	Iteration 72Q: 3 clusters Score -479650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -479652.218750 Penalty: 4348.672363
	Iteration 73Q: 3 clusters Score -479652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -479652.812500 Penalty: 4348.672363
	Iteration 74Q: 3 clusters Score -479652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -479653.281250 Penalty: 4348.672363
	Iteration 75Q: 3 clusters Score -479653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -479653.875000 Penalty: 4348.672363
	Iteration 76Q: 3 clusters Score -479653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -479654.187500 Penalty: 4348.672363
	Iteration 77Q: 3 clusters Score -479654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -479654.500000 Penalty: 4348.672363
	Iteration 78Q: 3 clusters Score -479654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -479654.250000 Penalty: 4348.672363
	Iteration 79Q: 3 clusters Score -479654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -479655.156250 Penalty: 4348.672363
	Iteration 80F: 3 clusters Score -479655.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -69208.406250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -69208.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67201.390625 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -67201.39 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -67496.023438 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -67496.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67601.617188 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -67601.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67652.695312 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -67652.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67682.882812 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -67682.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -67707.195312 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -67707.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67725.242188 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -67725.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67743.984375 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -67743.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67750.765625 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -67750.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -67759.578125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -67759.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -67764.992188 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -67764.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -67768.132812 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -67768.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -67769.648438 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -67769.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67771.242188 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -67771.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67771.242188 Penalty: 3469.445801
	Iteration 14F: 3 clusters Score -67771.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (127230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127230 members 
Entering Unmasked Estep 
Score: -10252762.000000 Penalty: 2914.930420
	Iteration 0F: 2 clusters Score -1.025276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -10167502.000000 Penalty: 5829.860840
	Iteration 0F: 3 clusters Score -1.01675e+07 nChanged 60716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -10202711.000000 Penalty: 5829.860840
	Iteration 1F: 3 clusters Score -1.020271e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -10203677.000000 Penalty: 5829.860840
	Iteration 2Q: 3 clusters Score -1.020368e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -10205157.000000 Penalty: 5829.860840
	Iteration 3Q: 3 clusters Score -1.020516e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -10207419.000000 Penalty: 5829.860840
	Iteration 4Q: 3 clusters Score -1.020742e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -10211508.000000 Penalty: 5829.860840
	Iteration 5F: 3 clusters Score -1.021151e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -10218442.000000 Penalty: 5829.860840
	Iteration 6F: 3 clusters Score -1.021844e+07 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -10228322.000000 Penalty: 5829.860840
	Iteration 7F: 3 clusters Score -1.022832e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -10238304.000000 Penalty: 5829.860840
	Iteration 8F: 3 clusters Score -1.02383e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -10245164.000000 Penalty: 5829.860840
	Iteration 9F: 3 clusters Score -1.024516e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10248363.000000 Penalty: 5829.860840
	Iteration 10Q: 3 clusters Score -1.024836e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10249437.000000 Penalty: 5829.860840
	Iteration 11Q: 3 clusters Score -1.024944e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10249815.000000 Penalty: 5829.860840
	Iteration 12Q: 3 clusters Score -1.024982e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10250003.000000 Penalty: 5829.860840
	Iteration 13Q: 3 clusters Score -1.025e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10250087.000000 Penalty: 5829.860840
	Iteration 14Q: 3 clusters Score -1.025009e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126947 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10250132.000000 Penalty: 5829.860840
	Iteration 15Q: 3 clusters Score -1.025013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10250151.000000 Penalty: 5829.860840
	Iteration 16Q: 3 clusters Score -1.025015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126965 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10250165.000000 Penalty: 5829.860840
	Iteration 17Q: 3 clusters Score -1.025016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10250168.000000 Penalty: 5829.860840
	Iteration 18Q: 3 clusters Score -1.025017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10250171.000000 Penalty: 5829.860840
	Iteration 19Q: 3 clusters Score -1.025017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10250166.000000 Penalty: 5829.860840
	Iteration 20F: 3 clusters Score -1.025017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -106916.265625 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -106916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104507.703125 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -104507.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -105014.500000 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -105014.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105175.382812 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -105175.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -105265.781250 Penalty: 3685.336670
	Iteration 3Q: 3 clusters Score -105265.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105316.742188 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -105316.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105346.203125 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -105346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -105371.250000 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -105371.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105386.585938 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -105386.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -105402.281250 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -105402.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105414.132812 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -105414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105421.820312 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -105421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -105426.046875 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -105426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -105427.867188 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -105427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105429.703125 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -105429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105431.117188 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -105431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105431.460938 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -105431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105432.000000 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -105432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105432.000000 Penalty: 3685.336670
	Iteration 17F: 3 clusters Score -105432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Entering Unmasked Estep 
Score: -1531915.750000 Penalty: 2465.660645
	Iteration 0F: 2 clusters Score -1531916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1517419.250000 Penalty: 4931.321289
	Iteration 0F: 3 clusters Score -1517419 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1522400.250000 Penalty: 4931.321289
	Iteration 1F: 3 clusters Score -1522400 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1522995.875000 Penalty: 4931.321289
	Iteration 2F: 3 clusters Score -1522996 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1523577.875000 Penalty: 4931.321289
	Iteration 3F: 3 clusters Score -1523578 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1524162.125000 Penalty: 4931.321289
	Iteration 4F: 3 clusters Score -1524162 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1524685.500000 Penalty: 4931.321289
	Iteration 5Q: 3 clusters Score -1524686 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1525150.000000 Penalty: 4931.321289
	Iteration 6Q: 3 clusters Score -1525150 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1525532.125000 Penalty: 4931.321289
	Iteration 7Q: 3 clusters Score -1525532 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1525801.625000 Penalty: 4931.321289
	Iteration 8Q: 3 clusters Score -1525802 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1526019.000000 Penalty: 4931.321289
	Iteration 9Q: 3 clusters Score -1526019 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1526234.875000 Penalty: 4931.321289
	Iteration 10Q: 3 clusters Score -1526235 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1526474.875000 Penalty: 4931.321289
	Iteration 11Q: 3 clusters Score -1526475 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1526734.125000 Penalty: 4931.321289
	Iteration 12Q: 3 clusters Score -1526734 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1527065.000000 Penalty: 4931.321289
	Iteration 13Q: 3 clusters Score -1527065 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1527462.625000 Penalty: 4931.321289
	Iteration 14Q: 3 clusters Score -1527463 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1527916.500000 Penalty: 4931.321289
	Iteration 15Q: 3 clusters Score -1527916 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1528369.250000 Penalty: 4931.321289
	Iteration 16Q: 3 clusters Score -1528369 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1528827.000000 Penalty: 4931.321289
	Iteration 17Q: 3 clusters Score -1528827 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1529232.625000 Penalty: 4931.321289
	Iteration 18Q: 3 clusters Score -1529233 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1529587.250000 Penalty: 4931.321289
	Iteration 19Q: 3 clusters Score -1529587 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1529862.125000 Penalty: 4931.321289
	Iteration 20F: 3 clusters Score -1529862 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1530072.875000 Penalty: 4931.321289
	Iteration 21Q: 3 clusters Score -1530073 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1530221.125000 Penalty: 4931.321289
	Iteration 22Q: 3 clusters Score -1530221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1530310.125000 Penalty: 4931.321289
	Iteration 23Q: 3 clusters Score -1530310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1530362.500000 Penalty: 4931.321289
	Iteration 24Q: 3 clusters Score -1530362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1530384.625000 Penalty: 4931.321289
	Iteration 25Q: 3 clusters Score -1530385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1530391.750000 Penalty: 4931.321289
	Iteration 26Q: 3 clusters Score -1530392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1530396.000000 Penalty: 4931.321289
	Iteration 27Q: 3 clusters Score -1530396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1530405.000000 Penalty: 4931.321289
	Iteration 28Q: 3 clusters Score -1530405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1530408.875000 Penalty: 4931.321289
	Iteration 29Q: 3 clusters Score -1530409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1530415.750000 Penalty: 4931.321289
	Iteration 30Q: 3 clusters Score -1530416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1530423.125000 Penalty: 4931.321289
	Iteration 31Q: 3 clusters Score -1530423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1530433.125000 Penalty: 4931.321289
	Iteration 32Q: 3 clusters Score -1530433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1530447.000000 Penalty: 4931.321289
	Iteration 33Q: 3 clusters Score -1530447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1530460.250000 Penalty: 4931.321289
	Iteration 34Q: 3 clusters Score -1530460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1530467.500000 Penalty: 4931.321289
	Iteration 35Q: 3 clusters Score -1530468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1530476.500000 Penalty: 4931.321289
	Iteration 36Q: 3 clusters Score -1530476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1530478.000000 Penalty: 4931.321289
	Iteration 37Q: 3 clusters Score -1530478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1530481.625000 Penalty: 4931.321289
	Iteration 38Q: 3 clusters Score -1530482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1530482.750000 Penalty: 4931.321289
	Iteration 39Q: 3 clusters Score -1530483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1530481.375000 Penalty: 4931.321289
	Iteration 40F: 3 clusters Score -1530481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1530482.375000 Penalty: 4931.321289
	Iteration 41Q: 3 clusters Score -1530482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1530482.750000 Penalty: 4931.321289
	Iteration 42Q: 3 clusters Score -1530483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1530481.750000 Penalty: 4931.321289
	Iteration 43Q: 3 clusters Score -1530482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1530482.750000 Penalty: 4931.321289
	Iteration 44Q: 3 clusters Score -1530483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1530482.750000 Penalty: 4931.321289
	Iteration 45F: 3 clusters Score -1530483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -524704.875000 Penalty: 2139.792969
	Iteration 0F: 2 clusters Score -524704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -519888.437500 Penalty: 4279.585938
	Iteration 0F: 3 clusters Score -519888.4 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -521087.250000 Penalty: 4279.585938
	Iteration 1F: 3 clusters Score -521087.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -521334.531250 Penalty: 4279.585938
	Iteration 2F: 3 clusters Score -521334.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -521512.500000 Penalty: 4279.585938
	Iteration 3F: 3 clusters Score -521512.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -521689.000000 Penalty: 4279.585938
	Iteration 4Q: 3 clusters Score -521689 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -521852.718750 Penalty: 4279.585938
	Iteration 5Q: 3 clusters Score -521852.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -521985.781250 Penalty: 4279.585938
	Iteration 6Q: 3 clusters Score -521985.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -522098.656250 Penalty: 4279.585938
	Iteration 7Q: 3 clusters Score -522098.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -522205.906250 Penalty: 4279.585938
	Iteration 8Q: 3 clusters Score -522205.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -522296.500000 Penalty: 4279.585938
	Iteration 9Q: 3 clusters Score -522296.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -522367.000000 Penalty: 4279.585938
	Iteration 10Q: 3 clusters Score -522367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -522430.437500 Penalty: 4279.585938
	Iteration 11Q: 3 clusters Score -522430.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -522501.343750 Penalty: 4279.585938
	Iteration 12Q: 3 clusters Score -522501.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -522559.031250 Penalty: 4279.585938
	Iteration 13Q: 3 clusters Score -522559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -522601.406250 Penalty: 4279.585938
	Iteration 14Q: 3 clusters Score -522601.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -522634.406250 Penalty: 4279.585938
	Iteration 15Q: 3 clusters Score -522634.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -522658.937500 Penalty: 4279.585938
	Iteration 16Q: 3 clusters Score -522658.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -522679.562500 Penalty: 4279.585938
	Iteration 17Q: 3 clusters Score -522679.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -522695.125000 Penalty: 4279.585938
	Iteration 18Q: 3 clusters Score -522695.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -522712.500000 Penalty: 4279.585938
	Iteration 19Q: 3 clusters Score -522712.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -522727.062500 Penalty: 4279.585938
	Iteration 20F: 3 clusters Score -522727.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -522738.000000 Penalty: 4279.585938
	Iteration 21Q: 3 clusters Score -522738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -522748.062500 Penalty: 4279.585938
	Iteration 22Q: 3 clusters Score -522748.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -522758.062500 Penalty: 4279.585938
	Iteration 23Q: 3 clusters Score -522758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -522765.343750 Penalty: 4279.585938
	Iteration 24Q: 3 clusters Score -522765.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -522771.625000 Penalty: 4279.585938
	Iteration 25Q: 3 clusters Score -522771.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -522777.375000 Penalty: 4279.585938
	Iteration 26Q: 3 clusters Score -522777.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -522781.750000 Penalty: 4279.585938
	Iteration 27Q: 3 clusters Score -522781.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -522788.687500 Penalty: 4279.585938
	Iteration 28Q: 3 clusters Score -522788.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -522798.875000 Penalty: 4279.585938
	Iteration 29Q: 3 clusters Score -522798.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -522811.031250 Penalty: 4279.585938
	Iteration 30Q: 3 clusters Score -522811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -522822.625000 Penalty: 4279.585938
	Iteration 31Q: 3 clusters Score -522822.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -522831.000000 Penalty: 4279.585938
	Iteration 32Q: 3 clusters Score -522831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -522838.375000 Penalty: 4279.585938
	Iteration 33Q: 3 clusters Score -522838.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -522842.687500 Penalty: 4279.585938
	Iteration 34Q: 3 clusters Score -522842.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -522849.875000 Penalty: 4279.585938
	Iteration 35Q: 3 clusters Score -522849.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -522855.531250 Penalty: 4279.585938
	Iteration 36Q: 3 clusters Score -522855.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -522860.125000 Penalty: 4279.585938
	Iteration 37Q: 3 clusters Score -522860.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -522867.500000 Penalty: 4279.585938
	Iteration 38Q: 3 clusters Score -522867.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -522873.125000 Penalty: 4279.585938
	Iteration 39Q: 3 clusters Score -522873.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -522878.687500 Penalty: 4279.585938
	Iteration 40F: 3 clusters Score -522878.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -522884.843750 Penalty: 4279.585938
	Iteration 41Q: 3 clusters Score -522884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -522893.187500 Penalty: 4279.585938
	Iteration 42Q: 3 clusters Score -522893.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -522902.000000 Penalty: 4279.585938
	Iteration 43Q: 3 clusters Score -522902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -522910.531250 Penalty: 4279.585938
	Iteration 44Q: 3 clusters Score -522910.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -522916.218750 Penalty: 4279.585938
	Iteration 45Q: 3 clusters Score -522916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -522921.218750 Penalty: 4279.585938
	Iteration 46Q: 3 clusters Score -522921.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -522926.906250 Penalty: 4279.585938
	Iteration 47Q: 3 clusters Score -522926.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -522933.156250 Penalty: 4279.585938
	Iteration 48Q: 3 clusters Score -522933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -522940.031250 Penalty: 4279.585938
	Iteration 49Q: 3 clusters Score -522940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -522946.062500 Penalty: 4279.585938
	Iteration 50Q: 3 clusters Score -522946.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -522950.500000 Penalty: 4279.585938
	Iteration 51Q: 3 clusters Score -522950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -522956.125000 Penalty: 4279.585938
	Iteration 52Q: 3 clusters Score -522956.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -522960.250000 Penalty: 4279.585938
	Iteration 53Q: 3 clusters Score -522960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -522963.500000 Penalty: 4279.585938
	Iteration 54Q: 3 clusters Score -522963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -522967.093750 Penalty: 4279.585938
	Iteration 55Q: 3 clusters Score -522967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -522967.375000 Penalty: 4279.585938
	Iteration 56Q: 3 clusters Score -522967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -522968.375000 Penalty: 4279.585938
	Iteration 57Q: 3 clusters Score -522968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -522968.812500 Penalty: 4279.585938
	Iteration 58Q: 3 clusters Score -522968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -522968.875000 Penalty: 4279.585938
	Iteration 59Q: 3 clusters Score -522968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -522968.875000 Penalty: 4279.585938
	Iteration 60F: 3 clusters Score -522968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -382951.062500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -382951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -378596.000000 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -378596 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -379528.343750 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -379528.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -379691.281250 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -379691.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -379790.281250 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -379790.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -379856.125000 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -379856.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -379916.281250 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -379916.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -379972.937500 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -379972.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -380019.718750 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -380019.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -380056.812500 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -380056.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -380095.062500 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -380095.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -380138.437500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -380138.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -380179.906250 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -380179.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -380221.281250 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -380221.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -380266.343750 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -380266.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -380329.937500 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -380329.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -380396.843750 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -380396.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -380463.906250 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -380463.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -380533.718750 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -380533.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -380611.218750 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -380611.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -380682.406250 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -380682.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -380744.593750 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -380744.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -380801.843750 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -380801.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -380838.406250 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -380838.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -380866.000000 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -380866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -380892.218750 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -380892.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -380917.843750 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -380917.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -380946.687500 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -380946.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -380980.218750 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -380980.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -381010.843750 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -381010.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -381032.500000 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -381032.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -381044.781250 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -381044.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -381054.343750 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -381054.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -381062.750000 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -381062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -381070.093750 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -381070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -381076.375000 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -381076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -381080.531250 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -381080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -381084.218750 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -381084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -381090.843750 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -381090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -381097.687500 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -381097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -381105.875000 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -381105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -381108.781250 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -381108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -381109.812500 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -381109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -381110.750000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -381110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -381111.625000 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -381111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -381111.625000 Penalty: 4198.668457
	Iteration 44F: 3 clusters Score -381111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Entering Unmasked Estep 
Score: -668448.312500 Penalty: 2182.054199
	Iteration 0F: 2 clusters Score -668448.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -662934.625000 Penalty: 4364.108398
	Iteration 0F: 3 clusters Score -662934.6 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -664451.500000 Penalty: 4364.108398
	Iteration 1F: 3 clusters Score -664451.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -664689.812500 Penalty: 4364.108398
	Iteration 2F: 3 clusters Score -664689.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -664824.750000 Penalty: 4364.108398
	Iteration 3Q: 3 clusters Score -664824.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -664912.875000 Penalty: 4364.108398
	Iteration 4Q: 3 clusters Score -664912.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -664979.062500 Penalty: 4364.108398
	Iteration 5Q: 3 clusters Score -664979.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -665030.500000 Penalty: 4364.108398
	Iteration 6Q: 3 clusters Score -665030.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -665061.687500 Penalty: 4364.108398
	Iteration 7Q: 3 clusters Score -665061.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -665081.000000 Penalty: 4364.108398
	Iteration 8Q: 3 clusters Score -665081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -665093.500000 Penalty: 4364.108398
	Iteration 9Q: 3 clusters Score -665093.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -665098.000000 Penalty: 4364.108398
	Iteration 10Q: 3 clusters Score -665098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -665103.812500 Penalty: 4364.108398
	Iteration 11Q: 3 clusters Score -665103.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -665112.250000 Penalty: 4364.108398
	Iteration 12Q: 3 clusters Score -665112.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -665118.625000 Penalty: 4364.108398
	Iteration 13Q: 3 clusters Score -665118.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -665125.312500 Penalty: 4364.108398
	Iteration 14Q: 3 clusters Score -665125.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -665131.437500 Penalty: 4364.108398
	Iteration 15Q: 3 clusters Score -665131.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -665138.062500 Penalty: 4364.108398
	Iteration 16Q: 3 clusters Score -665138.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -665141.375000 Penalty: 4364.108398
	Iteration 17Q: 3 clusters Score -665141.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -665145.875000 Penalty: 4364.108398
	Iteration 18Q: 3 clusters Score -665145.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -665149.312500 Penalty: 4364.108398
	Iteration 19Q: 3 clusters Score -665149.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -665156.437500 Penalty: 4364.108398
	Iteration 20F: 3 clusters Score -665156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -665159.062500 Penalty: 4364.108398
	Iteration 21Q: 3 clusters Score -665159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -665160.250000 Penalty: 4364.108398
	Iteration 22Q: 3 clusters Score -665160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -665161.625000 Penalty: 4364.108398
	Iteration 23Q: 3 clusters Score -665161.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -665165.062500 Penalty: 4364.108398
	Iteration 24Q: 3 clusters Score -665165.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -665166.500000 Penalty: 4364.108398
	Iteration 25Q: 3 clusters Score -665166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -665168.000000 Penalty: 4364.108398
	Iteration 26Q: 3 clusters Score -665168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -665169.125000 Penalty: 4364.108398
	Iteration 27Q: 3 clusters Score -665169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -665169.625000 Penalty: 4364.108398
	Iteration 28Q: 3 clusters Score -665169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -665170.437500 Penalty: 4364.108398
	Iteration 29Q: 3 clusters Score -665170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -665171.000000 Penalty: 4364.108398
	Iteration 30Q: 3 clusters Score -665171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -665171.500000 Penalty: 4364.108398
	Iteration 31Q: 3 clusters Score -665171.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -665171.500000 Penalty: 4364.108398
	Iteration 32F: 3 clusters Score -665171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Entering Unmasked Estep 
Score: -1343837.375000 Penalty: 2415.949707
	Iteration 0F: 2 clusters Score -1343837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1331739.250000 Penalty: 4831.899414
	Iteration 0F: 3 clusters Score -1331739 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1335932.000000 Penalty: 4831.899414
	Iteration 1F: 3 clusters Score -1335932 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1336492.500000 Penalty: 4831.899414
	Iteration 2F: 3 clusters Score -1336492 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1337055.625000 Penalty: 4831.899414
	Iteration 3F: 3 clusters Score -1337056 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1337719.625000 Penalty: 4831.899414
	Iteration 4F: 3 clusters Score -1337720 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1338497.500000 Penalty: 4831.899414
	Iteration 5F: 3 clusters Score -1338498 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1339323.125000 Penalty: 4831.899414
	Iteration 6F: 3 clusters Score -1339323 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1340104.125000 Penalty: 4831.899414
	Iteration 7F: 3 clusters Score -1340104 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1340789.250000 Penalty: 4831.899414
	Iteration 8F: 3 clusters Score -1340789 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1341411.750000 Penalty: 4831.899414
	Iteration 9Q: 3 clusters Score -1341412 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1342041.750000 Penalty: 4831.899414
	Iteration 10Q: 3 clusters Score -1342042 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1342583.625000 Penalty: 4831.899414
	Iteration 11Q: 3 clusters Score -1342584 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1342898.625000 Penalty: 4831.899414
	Iteration 12Q: 3 clusters Score -1342899 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1343094.125000 Penalty: 4831.899414
	Iteration 13Q: 3 clusters Score -1343094 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1343209.000000 Penalty: 4831.899414
	Iteration 14Q: 3 clusters Score -1343209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1343260.500000 Penalty: 4831.899414
	Iteration 15Q: 3 clusters Score -1343260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1343285.625000 Penalty: 4831.899414
	Iteration 16Q: 3 clusters Score -1343286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1343304.125000 Penalty: 4831.899414
	Iteration 17Q: 3 clusters Score -1343304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1343316.625000 Penalty: 4831.899414
	Iteration 18Q: 3 clusters Score -1343317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1343327.250000 Penalty: 4831.899414
	Iteration 19Q: 3 clusters Score -1343327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1343329.375000 Penalty: 4831.899414
	Iteration 20F: 3 clusters Score -1343329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1343335.375000 Penalty: 4831.899414
	Iteration 21Q: 3 clusters Score -1343335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1343342.875000 Penalty: 4831.899414
	Iteration 22Q: 3 clusters Score -1343343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1343347.375000 Penalty: 4831.899414
	Iteration 23Q: 3 clusters Score -1343347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1343355.125000 Penalty: 4831.899414
	Iteration 24Q: 3 clusters Score -1343355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1343350.875000 Penalty: 4831.899414
	Iteration 25Q: 3 clusters Score -1343351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1343354.000000 Penalty: 4831.899414
	Iteration 26Q: 3 clusters Score -1343354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1343359.750000 Penalty: 4831.899414
	Iteration 27Q: 3 clusters Score -1343360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1343360.250000 Penalty: 4831.899414
	Iteration 28Q: 3 clusters Score -1343360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1343362.000000 Penalty: 4831.899414
	Iteration 29Q: 3 clusters Score -1343362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1343360.750000 Penalty: 4831.899414
	Iteration 30Q: 3 clusters Score -1343361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1343362.875000 Penalty: 4831.899414
	Iteration 31Q: 3 clusters Score -1343363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1343364.000000 Penalty: 4831.899414
	Iteration 32Q: 3 clusters Score -1343364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1343361.250000 Penalty: 4831.899414
	Iteration 33Q: 3 clusters Score -1343361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1343363.875000 Penalty: 4831.899414
	Iteration 34Q: 3 clusters Score -1343364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1343363.000000 Penalty: 4831.899414
	Iteration 35Q: 3 clusters Score -1343363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1343365.250000 Penalty: 4831.899414
	Iteration 36Q: 3 clusters Score -1343365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1343364.250000 Penalty: 4831.899414
	Iteration 37Q: 3 clusters Score -1343364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1343366.125000 Penalty: 4831.899414
	Iteration 38Q: 3 clusters Score -1343366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1343367.250000 Penalty: 4831.899414
	Iteration 39Q: 3 clusters Score -1343367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1343365.750000 Penalty: 4831.899414
	Iteration 40F: 3 clusters Score -1343366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1343366.375000 Penalty: 4831.899414
	Iteration 41Q: 3 clusters Score -1343366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1343366.875000 Penalty: 4831.899414
	Iteration 42Q: 3 clusters Score -1343367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1343366.125000 Penalty: 4831.899414
	Iteration 43Q: 3 clusters Score -1343366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1343367.000000 Penalty: 4831.899414
	Iteration 44Q: 3 clusters Score -1343367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1343367.000000 Penalty: 4831.899414
	Iteration 45F: 3 clusters Score -1343367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -18751.939453 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -18751.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17470.341797 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -17470.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17604.042969 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -17604.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17666.845703 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -17666.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17692.375000 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -17692.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17711.498047 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -17711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17717.986328 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -17717.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17722.173828 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -17722.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17725.615234 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -17725.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17725.615234 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -17725.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -427460.062500 Penalty: 2135.178467
	Iteration 0F: 2 clusters Score -427460.1 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 2824 members 
Entering Unmasked Estep 
Score: -422684.875000 Penalty: 4270.356934
	Iteration 0F: 3 clusters Score -422684.9 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -423977.562500 Penalty: 4270.356934
	Iteration 1F: 3 clusters Score -423977.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -424421.875000 Penalty: 4270.356934
	Iteration 2F: 3 clusters Score -424421.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -424738.875000 Penalty: 4270.356934
	Iteration 3F: 3 clusters Score -424738.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -425001.031250 Penalty: 4270.356934
	Iteration 4F: 3 clusters Score -425001 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -425249.437500 Penalty: 4270.356934
	Iteration 5F: 3 clusters Score -425249.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -425498.500000 Penalty: 4270.356934
	Iteration 6F: 3 clusters Score -425498.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -425725.875000 Penalty: 4270.356934
	Iteration 7Q: 3 clusters Score -425725.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -425883.375000 Penalty: 4270.356934
	Iteration 8Q: 3 clusters Score -425883.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -426000.468750 Penalty: 4270.356934
	Iteration 9Q: 3 clusters Score -426000.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -426078.781250 Penalty: 4270.356934
	Iteration 10Q: 3 clusters Score -426078.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -426127.750000 Penalty: 4270.356934
	Iteration 11Q: 3 clusters Score -426127.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -426153.375000 Penalty: 4270.356934
	Iteration 12Q: 3 clusters Score -426153.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -426167.937500 Penalty: 4270.356934
	Iteration 13Q: 3 clusters Score -426167.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -426179.000000 Penalty: 4270.356934
	Iteration 14Q: 3 clusters Score -426179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -426183.406250 Penalty: 4270.356934
	Iteration 15Q: 3 clusters Score -426183.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -426189.906250 Penalty: 4270.356934
	Iteration 16Q: 3 clusters Score -426189.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -426194.187500 Penalty: 4270.356934
	Iteration 17Q: 3 clusters Score -426194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -426198.031250 Penalty: 4270.356934
	Iteration 18Q: 3 clusters Score -426198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -426204.125000 Penalty: 4270.356934
	Iteration 19Q: 3 clusters Score -426204.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -426210.906250 Penalty: 4270.356934
	Iteration 20F: 3 clusters Score -426210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -426215.000000 Penalty: 4270.356934
	Iteration 21Q: 3 clusters Score -426215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -426220.062500 Penalty: 4270.356934
	Iteration 22Q: 3 clusters Score -426220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -426224.656250 Penalty: 4270.356934
	Iteration 23Q: 3 clusters Score -426224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -426228.625000 Penalty: 4270.356934
	Iteration 24Q: 3 clusters Score -426228.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -426231.656250 Penalty: 4270.356934
	Iteration 25Q: 3 clusters Score -426231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -426233.250000 Penalty: 4270.356934
	Iteration 26Q: 3 clusters Score -426233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -426236.062500 Penalty: 4270.356934
	Iteration 27Q: 3 clusters Score -426236.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -426238.531250 Penalty: 4270.356934
	Iteration 28Q: 3 clusters Score -426238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -426239.968750 Penalty: 4270.356934
	Iteration 29Q: 3 clusters Score -426240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -426241.218750 Penalty: 4270.356934
	Iteration 30Q: 3 clusters Score -426241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -426243.281250 Penalty: 4270.356934
	Iteration 31Q: 3 clusters Score -426243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -426243.437500 Penalty: 4270.356934
	Iteration 32Q: 3 clusters Score -426243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -426243.687500 Penalty: 4270.356934
	Iteration 33Q: 3 clusters Score -426243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -426243.687500 Penalty: 4270.356934
	Iteration 34F: 3 clusters Score -426243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -146846.406250 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -146846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -144257.296875 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -144257.3 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -144726.140625 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -144726.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -144838.437500 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -144838.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -144906.421875 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -144906.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -144954.328125 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -144954.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144988.671875 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -144988.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -145019.890625 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -145019.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -145058.296875 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -145058.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -145107.390625 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -145107.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145181.468750 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -145181.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -145250.171875 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -145250.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145296.734375 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -145296.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145337.828125 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -145337.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145360.343750 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -145360.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145384.953125 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -145385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145403.875000 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -145403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145419.046875 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -145419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145426.093750 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -145426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145431.031250 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -145431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -145435.328125 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -145435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145441.406250 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -145441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145443.750000 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -145443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145446.781250 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -145446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145453.156250 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -145453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145460.140625 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -145460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145464.375000 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -145464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145475.687500 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -145475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145485.625000 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -145485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145494.609375 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -145494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145498.468750 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -145498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145501.515625 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -145501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145506.265625 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -145506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145508.765625 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -145508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -145511.203125 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -145511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -145514.765625 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -145514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145519.515625 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -145519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145523.765625 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -145523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145530.593750 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -145530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145534.500000 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -145534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145539.171875 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -145539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145542.734375 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -145542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -145546.312500 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -145546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145547.078125 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -145547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145547.750000 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -145547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145547.750000 Penalty: 3752.633545
	Iteration 44F: 3 clusters Score -145547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -385072.468750 Penalty: 2107.759277
	Iteration 0F: 2 clusters Score -385072.5 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 2489 members 
Entering Unmasked Estep 
Score: -380557.531250 Penalty: 4215.518555
	Iteration 0F: 3 clusters Score -380557.5 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -381661.281250 Penalty: 4215.518555
	Iteration 1F: 3 clusters Score -381661.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -381874.562500 Penalty: 4215.518555
	Iteration 2F: 3 clusters Score -381874.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -382042.593750 Penalty: 4215.518555
	Iteration 3F: 3 clusters Score -382042.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -382181.687500 Penalty: 4215.518555
	Iteration 4Q: 3 clusters Score -382181.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -382307.375000 Penalty: 4215.518555
	Iteration 5Q: 3 clusters Score -382307.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -382441.968750 Penalty: 4215.518555
	Iteration 6Q: 3 clusters Score -382442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -382568.343750 Penalty: 4215.518555
	Iteration 7Q: 3 clusters Score -382568.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -382714.937500 Penalty: 4215.518555
	Iteration 8Q: 3 clusters Score -382714.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -382889.156250 Penalty: 4215.518555
	Iteration 9Q: 3 clusters Score -382889.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -383051.718750 Penalty: 4215.518555
	Iteration 10Q: 3 clusters Score -383051.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -383251.781250 Penalty: 4215.518555
	Iteration 11Q: 3 clusters Score -383251.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -383439.000000 Penalty: 4215.518555
	Iteration 12Q: 3 clusters Score -383439 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -383570.812500 Penalty: 4215.518555
	Iteration 13Q: 3 clusters Score -383570.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -383662.968750 Penalty: 4215.518555
	Iteration 14Q: 3 clusters Score -383663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -383741.093750 Penalty: 4215.518555
	Iteration 15Q: 3 clusters Score -383741.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -383787.000000 Penalty: 4215.518555
	Iteration 16Q: 3 clusters Score -383787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -383821.750000 Penalty: 4215.518555
	Iteration 17Q: 3 clusters Score -383821.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -383850.937500 Penalty: 4215.518555
	Iteration 18Q: 3 clusters Score -383850.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -383873.718750 Penalty: 4215.518555
	Iteration 19Q: 3 clusters Score -383873.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -383892.437500 Penalty: 4215.518555
	Iteration 20F: 3 clusters Score -383892.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -383905.468750 Penalty: 4215.518555
	Iteration 21Q: 3 clusters Score -383905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -383912.968750 Penalty: 4215.518555
	Iteration 22Q: 3 clusters Score -383913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -383919.281250 Penalty: 4215.518555
	Iteration 23Q: 3 clusters Score -383919.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -383924.437500 Penalty: 4215.518555
	Iteration 24Q: 3 clusters Score -383924.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -383930.093750 Penalty: 4215.518555
	Iteration 25Q: 3 clusters Score -383930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -383938.312500 Penalty: 4215.518555
	Iteration 26Q: 3 clusters Score -383938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -383949.250000 Penalty: 4215.518555
	Iteration 27Q: 3 clusters Score -383949.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -383968.812500 Penalty: 4215.518555
	Iteration 28Q: 3 clusters Score -383968.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -383979.531250 Penalty: 4215.518555
	Iteration 29Q: 3 clusters Score -383979.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -383990.218750 Penalty: 4215.518555
	Iteration 30Q: 3 clusters Score -383990.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -384006.156250 Penalty: 4215.518555
	Iteration 31Q: 3 clusters Score -384006.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -384020.750000 Penalty: 4215.518555
	Iteration 32Q: 3 clusters Score -384020.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -384035.531250 Penalty: 4215.518555
	Iteration 33Q: 3 clusters Score -384035.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -384046.218750 Penalty: 4215.518555
	Iteration 34Q: 3 clusters Score -384046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -384056.812500 Penalty: 4215.518555
	Iteration 35Q: 3 clusters Score -384056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -384073.093750 Penalty: 4215.518555
	Iteration 36Q: 3 clusters Score -384073.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -384104.281250 Penalty: 4215.518555
	Iteration 37Q: 3 clusters Score -384104.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -384162.562500 Penalty: 4215.518555
	Iteration 38Q: 3 clusters Score -384162.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -384221.937500 Penalty: 4215.518555
	Iteration 39Q: 3 clusters Score -384221.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -384271.781250 Penalty: 4215.518555
	Iteration 40F: 3 clusters Score -384271.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -384316.843750 Penalty: 4215.518555
	Iteration 41Q: 3 clusters Score -384316.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -384338.687500 Penalty: 4215.518555
	Iteration 42Q: 3 clusters Score -384338.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -384359.000000 Penalty: 4215.518555
	Iteration 43Q: 3 clusters Score -384359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -384371.312500 Penalty: 4215.518555
	Iteration 44Q: 3 clusters Score -384371.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -384378.250000 Penalty: 4215.518555
	Iteration 45Q: 3 clusters Score -384378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -384384.156250 Penalty: 4215.518555
	Iteration 46Q: 3 clusters Score -384384.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -384387.875000 Penalty: 4215.518555
	Iteration 47Q: 3 clusters Score -384387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -384390.625000 Penalty: 4215.518555
	Iteration 48Q: 3 clusters Score -384390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -384389.937500 Penalty: 4215.518555
	Iteration 49Q: 3 clusters Score -384389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -384390.500000 Penalty: 4215.518555
	Iteration 50Q: 3 clusters Score -384390.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -384390.500000 Penalty: 4215.518555
	Iteration 51F: 3 clusters Score -384390.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -106268.289062 Penalty: 1794.968994
	Iteration 0F: 2 clusters Score -106268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104034.648438 Penalty: 3589.937988
	Iteration 0F: 3 clusters Score -104034.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104362.601562 Penalty: 3589.937988
	Iteration 1F: 3 clusters Score -104362.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104449.773438 Penalty: 3589.937988
	Iteration 2F: 3 clusters Score -104449.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -104486.062500 Penalty: 3589.937988
	Iteration 3Q: 3 clusters Score -104486.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -104508.476562 Penalty: 3589.937988
	Iteration 4Q: 3 clusters Score -104508.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104529.304688 Penalty: 3589.937988
	Iteration 5Q: 3 clusters Score -104529.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -104544.851562 Penalty: 3589.937988
	Iteration 6Q: 3 clusters Score -104544.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104562.406250 Penalty: 3589.937988
	Iteration 7Q: 3 clusters Score -104562.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -104578.703125 Penalty: 3589.937988
	Iteration 8Q: 3 clusters Score -104578.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104594.125000 Penalty: 3589.937988
	Iteration 9Q: 3 clusters Score -104594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104597.398438 Penalty: 3589.937988
	Iteration 10Q: 3 clusters Score -104597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104599.515625 Penalty: 3589.937988
	Iteration 11Q: 3 clusters Score -104599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104602.828125 Penalty: 3589.937988
	Iteration 12Q: 3 clusters Score -104602.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104602.828125 Penalty: 3589.937988
	Iteration 13F: 3 clusters Score -104602.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -133454.890625 Penalty: 1795.681152
	Iteration 0F: 2 clusters Score -133454.9 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 694 members 
Entering Unmasked Estep 
Score: -131288.859375 Penalty: 3591.362305
	Iteration 0F: 3 clusters Score -131288.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -131739.453125 Penalty: 3591.362305
	Iteration 1F: 3 clusters Score -131739.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -131936.515625 Penalty: 3591.362305
	Iteration 2F: 3 clusters Score -131936.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132107.937500 Penalty: 3591.362305
	Iteration 3F: 3 clusters Score -132107.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132259.562500 Penalty: 3591.362305
	Iteration 4F: 3 clusters Score -132259.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -132382.812500 Penalty: 3591.362305
	Iteration 5Q: 3 clusters Score -132382.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -132485.968750 Penalty: 3591.362305
	Iteration 6Q: 3 clusters Score -132486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -132565.625000 Penalty: 3591.362305
	Iteration 7Q: 3 clusters Score -132565.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -132618.093750 Penalty: 3591.362305
	Iteration 8Q: 3 clusters Score -132618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132656.250000 Penalty: 3591.362305
	Iteration 9Q: 3 clusters Score -132656.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132686.343750 Penalty: 3591.362305
	Iteration 10Q: 3 clusters Score -132686.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132705.328125 Penalty: 3591.362305
	Iteration 11Q: 3 clusters Score -132705.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132725.843750 Penalty: 3591.362305
	Iteration 12Q: 3 clusters Score -132725.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132747.000000 Penalty: 3591.362305
	Iteration 13Q: 3 clusters Score -132747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132759.515625 Penalty: 3591.362305
	Iteration 14Q: 3 clusters Score -132759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132777.906250 Penalty: 3591.362305
	Iteration 15Q: 3 clusters Score -132777.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132809.125000 Penalty: 3591.362305
	Iteration 16Q: 3 clusters Score -132809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132825.187500 Penalty: 3591.362305
	Iteration 17Q: 3 clusters Score -132825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132840.328125 Penalty: 3591.362305
	Iteration 18Q: 3 clusters Score -132840.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -132859.656250 Penalty: 3591.362305
	Iteration 19Q: 3 clusters Score -132859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132878.718750 Penalty: 3591.362305
	Iteration 20F: 3 clusters Score -132878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132902.656250 Penalty: 3591.362305
	Iteration 21Q: 3 clusters Score -132902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -132913.500000 Penalty: 3591.362305
	Iteration 22Q: 3 clusters Score -132913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -132922.328125 Penalty: 3591.362305
	Iteration 23Q: 3 clusters Score -132922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132927.312500 Penalty: 3591.362305
	Iteration 24Q: 3 clusters Score -132927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132936.328125 Penalty: 3591.362305
	Iteration 25Q: 3 clusters Score -132936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -132940.062500 Penalty: 3591.362305
	Iteration 26Q: 3 clusters Score -132940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -132949.921875 Penalty: 3591.362305
	Iteration 27Q: 3 clusters Score -132949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132957.828125 Penalty: 3591.362305
	Iteration 28Q: 3 clusters Score -132957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132963.296875 Penalty: 3591.362305
	Iteration 29Q: 3 clusters Score -132963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132966.906250 Penalty: 3591.362305
	Iteration 30Q: 3 clusters Score -132966.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -132969.843750 Penalty: 3591.362305
	Iteration 31Q: 3 clusters Score -132969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132978.437500 Penalty: 3591.362305
	Iteration 32Q: 3 clusters Score -132978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132987.234375 Penalty: 3591.362305
	Iteration 33Q: 3 clusters Score -132987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -132989.562500 Penalty: 3591.362305
	Iteration 34Q: 3 clusters Score -132989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132994.640625 Penalty: 3591.362305
	Iteration 35Q: 3 clusters Score -132994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133003.156250 Penalty: 3591.362305
	Iteration 36Q: 3 clusters Score -133003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133016.750000 Penalty: 3591.362305
	Iteration 37Q: 3 clusters Score -133016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133024.921875 Penalty: 3591.362305
	Iteration 38Q: 3 clusters Score -133024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -133029.687500 Penalty: 3591.362305
	Iteration 39Q: 3 clusters Score -133029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133031.390625 Penalty: 3591.362305
	Iteration 40F: 3 clusters Score -133031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133032.671875 Penalty: 3591.362305
	Iteration 41Q: 3 clusters Score -133032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133032.671875 Penalty: 3591.362305
	Iteration 42F: 3 clusters Score -133032.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -507131.937500 Penalty: 2131.946533
	Iteration 0F: 2 clusters Score -507131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -502344.375000 Penalty: 4263.893066
	Iteration 0F: 3 clusters Score -502344.4 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -503527.156250 Penalty: 4263.893066
	Iteration 1F: 3 clusters Score -503527.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -503829.531250 Penalty: 4263.893066
	Iteration 2F: 3 clusters Score -503829.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -504030.156250 Penalty: 4263.893066
	Iteration 3F: 3 clusters Score -504030.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -504208.718750 Penalty: 4263.893066
	Iteration 4Q: 3 clusters Score -504208.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -504364.437500 Penalty: 4263.893066
	Iteration 5Q: 3 clusters Score -504364.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -504500.093750 Penalty: 4263.893066
	Iteration 6Q: 3 clusters Score -504500.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -504613.156250 Penalty: 4263.893066
	Iteration 7Q: 3 clusters Score -504613.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -504708.968750 Penalty: 4263.893066
	Iteration 8Q: 3 clusters Score -504709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -504774.218750 Penalty: 4263.893066
	Iteration 9Q: 3 clusters Score -504774.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -504842.781250 Penalty: 4263.893066
	Iteration 10Q: 3 clusters Score -504842.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -504916.093750 Penalty: 4263.893066
	Iteration 11Q: 3 clusters Score -504916.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -504997.031250 Penalty: 4263.893066
	Iteration 12Q: 3 clusters Score -504997 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -505091.031250 Penalty: 4263.893066
	Iteration 13Q: 3 clusters Score -505091 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -505166.593750 Penalty: 4263.893066
	Iteration 14Q: 3 clusters Score -505166.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -505235.937500 Penalty: 4263.893066
	Iteration 15Q: 3 clusters Score -505235.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -505315.218750 Penalty: 4263.893066
	Iteration 16Q: 3 clusters Score -505315.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -505390.375000 Penalty: 4263.893066
	Iteration 17Q: 3 clusters Score -505390.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -505458.093750 Penalty: 4263.893066
	Iteration 18Q: 3 clusters Score -505458.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -505512.500000 Penalty: 4263.893066
	Iteration 19Q: 3 clusters Score -505512.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -505562.125000 Penalty: 4263.893066
	Iteration 20F: 3 clusters Score -505562.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -505622.656250 Penalty: 4263.893066
	Iteration 21Q: 3 clusters Score -505622.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -505682.375000 Penalty: 4263.893066
	Iteration 22Q: 3 clusters Score -505682.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -505729.937500 Penalty: 4263.893066
	Iteration 23Q: 3 clusters Score -505729.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -505761.625000 Penalty: 4263.893066
	Iteration 24Q: 3 clusters Score -505761.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -505790.062500 Penalty: 4263.893066
	Iteration 25Q: 3 clusters Score -505790.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -505818.687500 Penalty: 4263.893066
	Iteration 26Q: 3 clusters Score -505818.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -505838.312500 Penalty: 4263.893066
	Iteration 27Q: 3 clusters Score -505838.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -505855.062500 Penalty: 4263.893066
	Iteration 28Q: 3 clusters Score -505855.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -505870.093750 Penalty: 4263.893066
	Iteration 29Q: 3 clusters Score -505870.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -505885.000000 Penalty: 4263.893066
	Iteration 30Q: 3 clusters Score -505885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -505896.375000 Penalty: 4263.893066
	Iteration 31Q: 3 clusters Score -505896.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -505902.437500 Penalty: 4263.893066
	Iteration 32Q: 3 clusters Score -505902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -505904.968750 Penalty: 4263.893066
	Iteration 33Q: 3 clusters Score -505905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -505909.312500 Penalty: 4263.893066
	Iteration 34Q: 3 clusters Score -505909.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -505913.656250 Penalty: 4263.893066
	Iteration 35Q: 3 clusters Score -505913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -505920.406250 Penalty: 4263.893066
	Iteration 36Q: 3 clusters Score -505920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -505923.687500 Penalty: 4263.893066
	Iteration 37Q: 3 clusters Score -505923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -505925.593750 Penalty: 4263.893066
	Iteration 38Q: 3 clusters Score -505925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -505928.593750 Penalty: 4263.893066
	Iteration 39Q: 3 clusters Score -505928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -505928.312500 Penalty: 4263.893066
	Iteration 40F: 3 clusters Score -505928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -505929.343750 Penalty: 4263.893066
	Iteration 41Q: 3 clusters Score -505929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -505929.406250 Penalty: 4263.893066
	Iteration 42Q: 3 clusters Score -505929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -505929.375000 Penalty: 4263.893066
	Iteration 43Q: 3 clusters Score -505929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -505930.437500 Penalty: 4263.893066
	Iteration 44Q: 3 clusters Score -505930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -505930.437500 Penalty: 4263.893066
	Iteration 45F: 3 clusters Score -505930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -43695.941406 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -43695.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42254.085938 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -42254.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42458.292969 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -42458.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42509.816406 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -42509.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42527.675781 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -42527.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42537.992188 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -42537.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42551.187500 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -42551.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42559.597656 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -42559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42561.417969 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -42561.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42561.417969 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -42561.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (99361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Entering Unmasked Estep 
Score: -10490416.000000 Penalty: 2853.615723
	Iteration 0F: 2 clusters Score -1.049042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -10425647.000000 Penalty: 5707.231445
	Iteration 0F: 3 clusters Score -1.042565e+07 nChanged 47088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -10452784.000000 Penalty: 5707.231445
	Iteration 1F: 3 clusters Score -1.045278e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -10453874.000000 Penalty: 5707.231445
	Iteration 2Q: 3 clusters Score -1.045387e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -10455462.000000 Penalty: 5707.231445
	Iteration 3Q: 3 clusters Score -1.045546e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -10457315.000000 Penalty: 5707.231445
	Iteration 4Q: 3 clusters Score -1.045732e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -10460151.000000 Penalty: 5707.231445
	Iteration 5F: 3 clusters Score -1.046015e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -10463980.000000 Penalty: 5707.231445
	Iteration 6F: 3 clusters Score -1.046398e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -10469283.000000 Penalty: 5707.231445
	Iteration 7F: 3 clusters Score -1.046928e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -10475376.000000 Penalty: 5707.231445
	Iteration 8F: 3 clusters Score -1.047538e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -10480570.000000 Penalty: 5707.231445
	Iteration 9F: 3 clusters Score -1.048057e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -10484126.000000 Penalty: 5707.231445
	Iteration 10Q: 3 clusters Score -1.048413e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -10486212.000000 Penalty: 5707.231445
	Iteration 11Q: 3 clusters Score -1.048621e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -10487392.000000 Penalty: 5707.231445
	Iteration 12Q: 3 clusters Score -1.048739e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -10487967.000000 Penalty: 5707.231445
	Iteration 13Q: 3 clusters Score -1.048797e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 96411 members 
Entering Unmasked Estep 
Score: -10488298.000000 Penalty: 5707.231445
	Iteration 14Q: 3 clusters Score -1.04883e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -10488466.000000 Penalty: 5707.231445
	Iteration 15Q: 3 clusters Score -1.048847e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -10488553.000000 Penalty: 5707.231445
	Iteration 16Q: 3 clusters Score -1.048855e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -10488587.000000 Penalty: 5707.231445
	Iteration 17Q: 3 clusters Score -1.048859e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -10488593.000000 Penalty: 5707.231445
	Iteration 18Q: 3 clusters Score -1.048859e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -10488603.000000 Penalty: 5707.231445
	Iteration 19Q: 3 clusters Score -1.04886e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -10488605.000000 Penalty: 5707.231445
	Iteration 20F: 3 clusters Score -1.04886e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -10488628.000000 Penalty: 5707.231445
	Iteration 21Q: 3 clusters Score -1.048863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -10488639.000000 Penalty: 5707.231445
	Iteration 22Q: 3 clusters Score -1.048864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -10488648.000000 Penalty: 5707.231445
	Iteration 23Q: 3 clusters Score -1.048865e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -10488645.000000 Penalty: 5707.231445
	Iteration 24Q: 3 clusters Score -1.048864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -10488658.000000 Penalty: 5707.231445
	Iteration 25Q: 3 clusters Score -1.048866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -10488657.000000 Penalty: 5707.231445
	Iteration 26Q: 3 clusters Score -1.048866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -10488640.000000 Penalty: 5707.231445
	Iteration 27Q: 3 clusters Score -1.048864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 96882 members 
Entering Unmasked Estep 
Score: -10488648.000000 Penalty: 5707.231445
	Iteration 28Q: 3 clusters Score -1.048865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -10488650.000000 Penalty: 5707.231445
	Iteration 29Q: 3 clusters Score -1.048865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -10488662.000000 Penalty: 5707.231445
	Iteration 30Q: 3 clusters Score -1.048866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -10488666.000000 Penalty: 5707.231445
	Iteration 31Q: 3 clusters Score -1.048867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 96934 members 
Entering Unmasked Estep 
Score: -10488662.000000 Penalty: 5707.231445
	Iteration 32Q: 3 clusters Score -1.048866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -10488669.000000 Penalty: 5707.231445
	Iteration 33Q: 3 clusters Score -1.048867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
Score: -10488675.000000 Penalty: 5707.231445
	Iteration 34Q: 3 clusters Score -1.048868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -10488664.000000 Penalty: 5707.231445
	Iteration 35Q: 3 clusters Score -1.048866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -10488665.000000 Penalty: 5707.231445
	Iteration 36Q: 3 clusters Score -1.048866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -10488669.000000 Penalty: 5707.231445
	Iteration 37Q: 3 clusters Score -1.048867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -10488677.000000 Penalty: 5707.231445
	Iteration 38Q: 3 clusters Score -1.048868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -10488681.000000 Penalty: 5707.231445
	Iteration 39Q: 3 clusters Score -1.048868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -10488682.000000 Penalty: 5707.231445
	Iteration 40F: 3 clusters Score -1.048868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -10488684.000000 Penalty: 5707.231445
	Iteration 41Q: 3 clusters Score -1.048868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -10488671.000000 Penalty: 5707.231445
	Iteration 42Q: 3 clusters Score -1.048867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -10488674.000000 Penalty: 5707.231445
	Iteration 43Q: 3 clusters Score -1.048867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -10488692.000000 Penalty: 5707.231445
	Iteration 44Q: 3 clusters Score -1.048869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -10488689.000000 Penalty: 5707.231445
	Iteration 45Q: 3 clusters Score -1.048869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 96997 members 
Entering Unmasked Estep 
Score: -10488680.000000 Penalty: 5707.231445
	Iteration 46Q: 3 clusters Score -1.048868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -10488677.000000 Penalty: 5707.231445
	Iteration 47Q: 3 clusters Score -1.048868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -10488671.000000 Penalty: 5707.231445
	Iteration 48Q: 3 clusters Score -1.048867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -10488669.000000 Penalty: 5707.231445
	Iteration 49Q: 3 clusters Score -1.048867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 97018 members 
Entering Unmasked Estep 
Score: -10488665.000000 Penalty: 5707.231445
	Iteration 50Q: 3 clusters Score -1.048866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -10488665.000000 Penalty: 5707.231445
	Iteration 51Q: 3 clusters Score -1.048866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -10488661.000000 Penalty: 5707.231445
	Iteration 52Q: 3 clusters Score -1.048866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -10488671.000000 Penalty: 5707.231445
	Iteration 53Q: 3 clusters Score -1.048867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -10488667.000000 Penalty: 5707.231445
	Iteration 54Q: 3 clusters Score -1.048867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -10488667.000000 Penalty: 5707.231445
	Iteration 55Q: 3 clusters Score -1.048867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -10488673.000000 Penalty: 5707.231445
	Iteration 56Q: 3 clusters Score -1.048867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -10488674.000000 Penalty: 5707.231445
	Iteration 57Q: 3 clusters Score -1.048867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -10488676.000000 Penalty: 5707.231445
	Iteration 58Q: 3 clusters Score -1.048868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -10488678.000000 Penalty: 5707.231445
	Iteration 59Q: 3 clusters Score -1.048868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -10488678.000000 Penalty: 5707.231445
	Iteration 60F: 3 clusters Score -1.048868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -10488676.000000 Penalty: 5707.231445
	Iteration 61Q: 3 clusters Score -1.048868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -10488664.000000 Penalty: 5707.231445
	Iteration 62Q: 3 clusters Score -1.048866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -10488674.000000 Penalty: 5707.231445
	Iteration 63Q: 3 clusters Score -1.048867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 97088 members 
Entering Unmasked Estep 
Score: -10488676.000000 Penalty: 5707.231445
	Iteration 64Q: 3 clusters Score -1.048868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -10488688.000000 Penalty: 5707.231445
	Iteration 65Q: 3 clusters Score -1.048869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -10488684.000000 Penalty: 5707.231445
	Iteration 66Q: 3 clusters Score -1.048868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -10488687.000000 Penalty: 5707.231445
	Iteration 67Q: 3 clusters Score -1.048869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 97106 members 
Entering Unmasked Estep 
Score: -10488684.000000 Penalty: 5707.231445
	Iteration 68Q: 3 clusters Score -1.048868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -10488691.000000 Penalty: 5707.231445
	Iteration 69Q: 3 clusters Score -1.048869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -10488695.000000 Penalty: 5707.231445
	Iteration 70Q: 3 clusters Score -1.04887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -10488698.000000 Penalty: 5707.231445
	Iteration 71Q: 3 clusters Score -1.04887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -10488697.000000 Penalty: 5707.231445
	Iteration 72Q: 3 clusters Score -1.04887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -10488697.000000 Penalty: 5707.231445
	Iteration 73F: 3 clusters Score -1.04887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (16138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Entering Unmasked Estep 
Score: -1270384.375000 Penalty: 2402.855225
	Iteration 0F: 2 clusters Score -1270384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1258934.750000 Penalty: 4805.710449
	Iteration 0F: 3 clusters Score -1258935 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1262574.250000 Penalty: 4805.710449
	Iteration 1F: 3 clusters Score -1262574 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1263216.375000 Penalty: 4805.710449
	Iteration 2F: 3 clusters Score -1263216 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1263894.000000 Penalty: 4805.710449
	Iteration 3F: 3 clusters Score -1263894 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1264617.875000 Penalty: 4805.710449
	Iteration 4F: 3 clusters Score -1264618 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1265334.000000 Penalty: 4805.710449
	Iteration 5F: 3 clusters Score -1265334 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1266018.000000 Penalty: 4805.710449
	Iteration 6F: 3 clusters Score -1266018 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1266651.875000 Penalty: 4805.710449
	Iteration 7F: 3 clusters Score -1266652 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1267245.375000 Penalty: 4805.710449
	Iteration 8Q: 3 clusters Score -1267245 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1267757.000000 Penalty: 4805.710449
	Iteration 9Q: 3 clusters Score -1267757 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1268167.875000 Penalty: 4805.710449
	Iteration 10Q: 3 clusters Score -1268168 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1268471.500000 Penalty: 4805.710449
	Iteration 11Q: 3 clusters Score -1268472 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1268665.875000 Penalty: 4805.710449
	Iteration 12Q: 3 clusters Score -1268666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1268802.250000 Penalty: 4805.710449
	Iteration 13Q: 3 clusters Score -1268802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1268914.125000 Penalty: 4805.710449
	Iteration 14Q: 3 clusters Score -1268914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1268991.250000 Penalty: 4805.710449
	Iteration 15Q: 3 clusters Score -1268991 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1269033.000000 Penalty: 4805.710449
	Iteration 16Q: 3 clusters Score -1269033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1269063.875000 Penalty: 4805.710449
	Iteration 17Q: 3 clusters Score -1269064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1269079.625000 Penalty: 4805.710449
	Iteration 18Q: 3 clusters Score -1269080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1269101.625000 Penalty: 4805.710449
	Iteration 19Q: 3 clusters Score -1269102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1269121.125000 Penalty: 4805.710449
	Iteration 20F: 3 clusters Score -1269121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1269142.125000 Penalty: 4805.710449
	Iteration 21Q: 3 clusters Score -1269142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1269176.625000 Penalty: 4805.710449
	Iteration 22Q: 3 clusters Score -1269177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1269204.000000 Penalty: 4805.710449
	Iteration 23Q: 3 clusters Score -1269204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1269223.000000 Penalty: 4805.710449
	Iteration 24Q: 3 clusters Score -1269223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1269242.750000 Penalty: 4805.710449
	Iteration 25Q: 3 clusters Score -1269243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1269255.750000 Penalty: 4805.710449
	Iteration 26Q: 3 clusters Score -1269256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1269264.500000 Penalty: 4805.710449
	Iteration 27Q: 3 clusters Score -1269264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1269274.375000 Penalty: 4805.710449
	Iteration 28Q: 3 clusters Score -1269274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1269285.875000 Penalty: 4805.710449
	Iteration 29Q: 3 clusters Score -1269286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1269293.750000 Penalty: 4805.710449
	Iteration 30Q: 3 clusters Score -1269294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1269301.000000 Penalty: 4805.710449
	Iteration 31Q: 3 clusters Score -1269301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1269305.250000 Penalty: 4805.710449
	Iteration 32Q: 3 clusters Score -1269305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1269312.625000 Penalty: 4805.710449
	Iteration 33Q: 3 clusters Score -1269313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1269315.500000 Penalty: 4805.710449
	Iteration 34Q: 3 clusters Score -1269316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1269321.750000 Penalty: 4805.710449
	Iteration 35Q: 3 clusters Score -1269322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1269326.500000 Penalty: 4805.710449
	Iteration 36Q: 3 clusters Score -1269326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1269326.250000 Penalty: 4805.710449
	Iteration 37Q: 3 clusters Score -1269326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1269325.375000 Penalty: 4805.710449
	Iteration 38Q: 3 clusters Score -1269325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1269327.750000 Penalty: 4805.710449
	Iteration 39Q: 3 clusters Score -1269328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1269329.125000 Penalty: 4805.710449
	Iteration 40F: 3 clusters Score -1269329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1269329.375000 Penalty: 4805.710449
	Iteration 41Q: 3 clusters Score -1269329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1269330.250000 Penalty: 4805.710449
	Iteration 42Q: 3 clusters Score -1269330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1269329.375000 Penalty: 4805.710449
	Iteration 43Q: 3 clusters Score -1269329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1269329.375000 Penalty: 4805.710449
	Iteration 44F: 3 clusters Score -1269329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (101720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Entering Unmasked Estep 
Score: -8171263.500000 Penalty: 2859.435059
	Iteration 0F: 2 clusters Score -8171264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -8103291.500000 Penalty: 5718.870117
	Iteration 0F: 3 clusters Score -8103292 nChanged 48271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -8131141.000000 Penalty: 5718.870117
	Iteration 1F: 3 clusters Score -8131141 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8133023.000000 Penalty: 5718.870117
	Iteration 2Q: 3 clusters Score -8133023 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8135776.500000 Penalty: 5718.870117
	Iteration 3F: 3 clusters Score -8135776 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -8139977.000000 Penalty: 5718.870117
	Iteration 4F: 3 clusters Score -8139977 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -8144664.500000 Penalty: 5718.870117
	Iteration 5F: 3 clusters Score -8144664 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -8148813.000000 Penalty: 5718.870117
	Iteration 6F: 3 clusters Score -8148813 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -8152081.000000 Penalty: 5718.870117
	Iteration 7F: 3 clusters Score -8152081 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8154569.500000 Penalty: 5718.870117
	Iteration 8Q: 3 clusters Score -8154570 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -8156822.500000 Penalty: 5718.870117
	Iteration 9Q: 3 clusters Score -8156822 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -8158895.500000 Penalty: 5718.870117
	Iteration 10Q: 3 clusters Score -8158896 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -8160898.500000 Penalty: 5718.870117
	Iteration 11Q: 3 clusters Score -8160898 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8162787.500000 Penalty: 5718.870117
	Iteration 12Q: 3 clusters Score -8162788 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -8164626.500000 Penalty: 5718.870117
	Iteration 13Q: 3 clusters Score -8164626 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98024 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8166124.500000 Penalty: 5718.870117
	Iteration 14Q: 3 clusters Score -8166124 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8167193.000000 Penalty: 5718.870117
	Iteration 15Q: 3 clusters Score -8167193 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8167862.500000 Penalty: 5718.870117
	Iteration 16Q: 3 clusters Score -8167862 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8168234.000000 Penalty: 5718.870117
	Iteration 17Q: 3 clusters Score -8168234 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8168434.500000 Penalty: 5718.870117
	Iteration 18Q: 3 clusters Score -8168434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8168549.500000 Penalty: 5718.870117
	Iteration 19Q: 3 clusters Score -8168550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8168604.500000 Penalty: 5718.870117
	Iteration 20F: 3 clusters Score -8168604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8168650.000000 Penalty: 5718.870117
	Iteration 21Q: 3 clusters Score -8168650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8168688.500000 Penalty: 5718.870117
	Iteration 22Q: 3 clusters Score -8168688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8168718.500000 Penalty: 5718.870117
	Iteration 23Q: 3 clusters Score -8168718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8168730.500000 Penalty: 5718.870117
	Iteration 24Q: 3 clusters Score -8168730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8168751.000000 Penalty: 5718.870117
	Iteration 25Q: 3 clusters Score -8168751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8168758.500000 Penalty: 5718.870117
	Iteration 26Q: 3 clusters Score -8168758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8168766.000000 Penalty: 5718.870117
	Iteration 27Q: 3 clusters Score -8168766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8168781.000000 Penalty: 5718.870117
	Iteration 28Q: 3 clusters Score -8168781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8168783.500000 Penalty: 5718.870117
	Iteration 29Q: 3 clusters Score -8168784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8168787.000000 Penalty: 5718.870117
	Iteration 30Q: 3 clusters Score -8168787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8168782.000000 Penalty: 5718.870117
	Iteration 31Q: 3 clusters Score -8168782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8168779.500000 Penalty: 5718.870117
	Iteration 32Q: 3 clusters Score -8168780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8168779.500000 Penalty: 5718.870117
	Iteration 33F: 3 clusters Score -8168780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -69329.820312 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -69329.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67479.492188 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -67479.49 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67785.718750 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -67785.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67887.992188 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -67887.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67990.445312 Penalty: 3363.967285
	Iteration 3Q: 3 clusters Score -67990.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68098.687500 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -68098.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68221.843750 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -68221.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68295.921875 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -68295.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68402.046875 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -68402.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68471.390625 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -68471.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68549.476562 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -68549.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68675.984375 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -68675.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68750.531250 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -68750.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68803.570312 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -68803.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -68848.539062 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -68848.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68873.796875 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -68873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68897.203125 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -68897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68917.882812 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -68917.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68925.492188 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -68925.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68928.101562 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -68928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68930.609375 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -68930.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68930.609375 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -68930.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -522250.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -522250.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -516719.625000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -516719.6 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -518228.125000 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -518228.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -518613.156250 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -518613.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -518880.031250 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -518880 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -519075.687500 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -519075.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -519199.843750 Penalty: 4367.763672
	Iteration 5Q: 3 clusters Score -519199.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -519313.593750 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -519313.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -519416.750000 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -519416.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -519496.656250 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -519496.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -519560.218750 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -519560.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -519618.406250 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -519618.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -519672.531250 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -519672.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -519723.906250 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -519723.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -519774.937500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -519774.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -519826.875000 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -519826.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -519870.562500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -519870.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -519908.968750 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -519909 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -519938.718750 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -519938.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -519961.718750 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -519961.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -519982.281250 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -519982.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -520004.031250 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -520004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -520030.843750 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -520030.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -520051.218750 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -520051.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -520068.968750 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -520069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -520090.187500 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -520090.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -520101.250000 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -520101.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -520113.468750 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -520113.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -520121.812500 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -520121.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -520134.000000 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -520134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -520142.000000 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -520142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -520152.156250 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -520152.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -520162.406250 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -520162.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -520178.562500 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -520178.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -520190.531250 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -520190.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -520201.656250 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -520201.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -520216.125000 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -520216.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -520228.937500 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -520228.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -520242.406250 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -520242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -520252.000000 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -520252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -520257.656250 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -520257.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -520262.656250 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -520262.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -520266.718750 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -520266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -520270.656250 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -520270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -520274.437500 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -520274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -520275.375000 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -520275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -520276.062500 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -520276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -520276.750000 Penalty: 4367.763672
	Iteration 46Q: 3 clusters Score -520276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -520276.750000 Penalty: 4367.763672
	Iteration 47F: 3 clusters Score -520276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -149412.671875 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -149412.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -146825.859375 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -146825.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -147287.687500 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -147287.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147399.968750 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -147400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -147461.296875 Penalty: 3758.760254
	Iteration 3Q: 3 clusters Score -147461.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -147504.125000 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -147504.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -147532.796875 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -147532.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -147555.671875 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -147555.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147565.890625 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -147565.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -147573.593750 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -147573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -147577.562500 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -147577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147580.187500 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -147580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -147582.937500 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -147582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147587.265625 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -147587.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -147592.546875 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -147592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -147595.640625 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -147595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -147597.000000 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -147597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -147598.859375 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -147598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -147601.078125 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -147601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147603.312500 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -147603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -147606.796875 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -147606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147608.968750 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -147609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147611.250000 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -147611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147611.859375 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -147611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -147611.859375 Penalty: 3758.760254
	Iteration 23F: 3 clusters Score -147611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -364158.656250 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -364158.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -360283.531250 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -360283.5 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -361111.500000 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -361111.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -361327.250000 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -361327.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -361483.031250 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -361483 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -361627.125000 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -361627.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -361772.656250 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -361772.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -361903.593750 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -361903.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -362023.156250 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -362023.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -362114.937500 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -362114.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362187.156250 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -362187.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -362252.000000 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -362252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -362308.593750 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -362308.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -362341.343750 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -362341.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -362368.312500 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -362368.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -362388.062500 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -362388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -362398.968750 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -362399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -362408.093750 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -362408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -362412.843750 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -362412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -362415.718750 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -362415.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -362420.375000 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -362420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -362425.625000 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -362425.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -362433.343750 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -362433.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -362439.593750 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -362439.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -362444.156250 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -362444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -362449.093750 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -362449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -362451.562500 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -362451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -362452.500000 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -362452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -362453.656250 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -362453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362455.812500 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -362455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -362456.312500 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -362456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -362455.968750 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -362456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362456.718750 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -362456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -362457.468750 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -362457.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -362457.468750 Penalty: 4106.729980
	Iteration 33F: 3 clusters Score -362457.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (7262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Entering Unmasked Estep 
Score: -513304.500000 Penalty: 2204.821777
	Iteration 0F: 2 clusters Score -513304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -507373.875000 Penalty: 4409.643555
	Iteration 0F: 3 clusters Score -507373.9 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -509030.968750 Penalty: 4409.643555
	Iteration 1F: 3 clusters Score -509031 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -509421.218750 Penalty: 4409.643555
	Iteration 2F: 3 clusters Score -509421.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -509754.562500 Penalty: 4409.643555
	Iteration 3F: 3 clusters Score -509754.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -510085.718750 Penalty: 4409.643555
	Iteration 4F: 3 clusters Score -510085.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -510400.937500 Penalty: 4409.643555
	Iteration 5F: 3 clusters Score -510400.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -510629.062500 Penalty: 4409.643555
	Iteration 6Q: 3 clusters Score -510629.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -510793.781250 Penalty: 4409.643555
	Iteration 7Q: 3 clusters Score -510793.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -510931.156250 Penalty: 4409.643555
	Iteration 8Q: 3 clusters Score -510931.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -511045.062500 Penalty: 4409.643555
	Iteration 9Q: 3 clusters Score -511045.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -511136.312500 Penalty: 4409.643555
	Iteration 10Q: 3 clusters Score -511136.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -511224.968750 Penalty: 4409.643555
	Iteration 11Q: 3 clusters Score -511225 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -511328.218750 Penalty: 4409.643555
	Iteration 12Q: 3 clusters Score -511328.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -511435.562500 Penalty: 4409.643555
	Iteration 13Q: 3 clusters Score -511435.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -511526.250000 Penalty: 4409.643555
	Iteration 14Q: 3 clusters Score -511526.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -511583.031250 Penalty: 4409.643555
	Iteration 15Q: 3 clusters Score -511583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -511620.156250 Penalty: 4409.643555
	Iteration 16Q: 3 clusters Score -511620.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -511667.281250 Penalty: 4409.643555
	Iteration 17Q: 3 clusters Score -511667.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -511701.218750 Penalty: 4409.643555
	Iteration 18Q: 3 clusters Score -511701.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -511722.906250 Penalty: 4409.643555
	Iteration 19Q: 3 clusters Score -511722.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -511751.812500 Penalty: 4409.643555
	Iteration 20F: 3 clusters Score -511751.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -511772.812500 Penalty: 4409.643555
	Iteration 21Q: 3 clusters Score -511772.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -511792.781250 Penalty: 4409.643555
	Iteration 22Q: 3 clusters Score -511792.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -511808.343750 Penalty: 4409.643555
	Iteration 23Q: 3 clusters Score -511808.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -511822.906250 Penalty: 4409.643555
	Iteration 24Q: 3 clusters Score -511822.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -511844.656250 Penalty: 4409.643555
	Iteration 25Q: 3 clusters Score -511844.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -511874.031250 Penalty: 4409.643555
	Iteration 26Q: 3 clusters Score -511874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -511911.156250 Penalty: 4409.643555
	Iteration 27Q: 3 clusters Score -511911.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -511950.687500 Penalty: 4409.643555
	Iteration 28Q: 3 clusters Score -511950.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -511980.031250 Penalty: 4409.643555
	Iteration 29Q: 3 clusters Score -511980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -512008.812500 Penalty: 4409.643555
	Iteration 30Q: 3 clusters Score -512008.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -512031.968750 Penalty: 4409.643555
	Iteration 31Q: 3 clusters Score -512032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -512048.093750 Penalty: 4409.643555
	Iteration 32Q: 3 clusters Score -512048.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -512057.562500 Penalty: 4409.643555
	Iteration 33Q: 3 clusters Score -512057.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -512062.875000 Penalty: 4409.643555
	Iteration 34Q: 3 clusters Score -512062.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -512066.031250 Penalty: 4409.643555
	Iteration 35Q: 3 clusters Score -512066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -512068.125000 Penalty: 4409.643555
	Iteration 36Q: 3 clusters Score -512068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -512069.312500 Penalty: 4409.643555
	Iteration 37Q: 3 clusters Score -512069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -512069.062500 Penalty: 4409.643555
	Iteration 38Q: 3 clusters Score -512069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -512070.687500 Penalty: 4409.643555
	Iteration 39Q: 3 clusters Score -512070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -512080.781250 Penalty: 4409.643555
	Iteration 40F: 3 clusters Score -512080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -512088.000000 Penalty: 4409.643555
	Iteration 41Q: 3 clusters Score -512088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -512093.406250 Penalty: 4409.643555
	Iteration 42Q: 3 clusters Score -512093.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -512096.218750 Penalty: 4409.643555
	Iteration 43Q: 3 clusters Score -512096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -512100.531250 Penalty: 4409.643555
	Iteration 44Q: 3 clusters Score -512100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -512106.281250 Penalty: 4409.643555
	Iteration 45Q: 3 clusters Score -512106.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -512112.031250 Penalty: 4409.643555
	Iteration 46Q: 3 clusters Score -512112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -512115.062500 Penalty: 4409.643555
	Iteration 47Q: 3 clusters Score -512115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -512119.656250 Penalty: 4409.643555
	Iteration 48Q: 3 clusters Score -512119.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -512123.812500 Penalty: 4409.643555
	Iteration 49Q: 3 clusters Score -512123.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -512129.812500 Penalty: 4409.643555
	Iteration 50Q: 3 clusters Score -512129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -512134.218750 Penalty: 4409.643555
	Iteration 51Q: 3 clusters Score -512134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -512139.875000 Penalty: 4409.643555
	Iteration 52Q: 3 clusters Score -512139.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -512142.875000 Penalty: 4409.643555
	Iteration 53Q: 3 clusters Score -512142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -512144.500000 Penalty: 4409.643555
	Iteration 54Q: 3 clusters Score -512144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -512149.375000 Penalty: 4409.643555
	Iteration 55Q: 3 clusters Score -512149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -512154.906250 Penalty: 4409.643555
	Iteration 56Q: 3 clusters Score -512154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -512159.187500 Penalty: 4409.643555
	Iteration 57Q: 3 clusters Score -512159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -512160.593750 Penalty: 4409.643555
	Iteration 58Q: 3 clusters Score -512160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -512161.156250 Penalty: 4409.643555
	Iteration 59Q: 3 clusters Score -512161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -512162.718750 Penalty: 4409.643555
	Iteration 60F: 3 clusters Score -512162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -512163.468750 Penalty: 4409.643555
	Iteration 61Q: 3 clusters Score -512163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -512163.437500 Penalty: 4409.643555
	Iteration 62Q: 3 clusters Score -512163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -512165.718750 Penalty: 4409.643555
	Iteration 63Q: 3 clusters Score -512165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -512165.593750 Penalty: 4409.643555
	Iteration 64Q: 3 clusters Score -512165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -512165.312500 Penalty: 4409.643555
	Iteration 65Q: 3 clusters Score -512165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -512168.062500 Penalty: 4409.643555
	Iteration 66Q: 3 clusters Score -512168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -512170.000000 Penalty: 4409.643555
	Iteration 67Q: 3 clusters Score -512170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -512170.656250 Penalty: 4409.643555
	Iteration 68Q: 3 clusters Score -512170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -512173.000000 Penalty: 4409.643555
	Iteration 69Q: 3 clusters Score -512173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -512175.968750 Penalty: 4409.643555
	Iteration 70Q: 3 clusters Score -512176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -512178.687500 Penalty: 4409.643555
	Iteration 71Q: 3 clusters Score -512178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -512178.687500 Penalty: 4409.643555
	Iteration 72F: 3 clusters Score -512178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -108303.664062 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -108303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106296.625000 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -106296.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -106719.570312 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -106719.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106934.585938 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -106934.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -107184.687500 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -107184.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107364.382812 Penalty: 3516.264404
	Iteration 4F: 3 clusters Score -107364.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -107465.570312 Penalty: 3516.264404
	Iteration 5F: 3 clusters Score -107465.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -107565.429688 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -107565.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -107622.195312 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -107622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107646.164062 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -107646.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -107664.531250 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -107664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -107674.164062 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -107674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -107676.359375 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -107676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107677.343750 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -107677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -107678.125000 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -107678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -107678.125000 Penalty: 3516.264404
	Iteration 14F: 3 clusters Score -107678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -344046.656250 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -344046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -339935.156250 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -339935.2 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -340868.375000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -340868.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -341111.156250 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -341111.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -341304.562500 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -341304.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -341435.218750 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -341435.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -341546.875000 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -341546.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -341625.281250 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -341625.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -341702.406250 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -341702.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -341777.156250 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -341777.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -341855.812500 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -341855.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -341933.687500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -341933.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -342031.187500 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -342031.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -342165.625000 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -342165.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -342303.562500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -342303.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -342458.562500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -342458.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -342635.437500 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -342635.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -342817.937500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -342817.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -342942.250000 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -342942.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -343050.562500 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -343050.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -343178.875000 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -343178.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -343257.781250 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -343257.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -343300.656250 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -343300.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -343315.062500 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -343315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -343321.125000 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -343321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -343324.312500 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -343324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -343327.656250 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -343327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -343331.750000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -343331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -343333.031250 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -343333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -343334.406250 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -343334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -343334.593750 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -343334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -343335.156250 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -343335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -343336.062500 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -343336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -343336.531250 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -343336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -343336.312500 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -343336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -343337.375000 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -343337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -343338.000000 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -343338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -343338.906250 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -343338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -343339.906250 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -343339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343340.093750 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -343340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -343340.093750 Penalty: 4160.219727
	Iteration 39F: 3 clusters Score -343340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -403189.718750 Penalty: 2122.324219
	Iteration 0F: 2 clusters Score -403189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -398543.375000 Penalty: 4244.648438
	Iteration 0F: 3 clusters Score -398543.4 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -399611.687500 Penalty: 4244.648438
	Iteration 1F: 3 clusters Score -399611.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -399826.781250 Penalty: 4244.648438
	Iteration 2F: 3 clusters Score -399826.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -399948.218750 Penalty: 4244.648438
	Iteration 3Q: 3 clusters Score -399948.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -400036.312500 Penalty: 4244.648438
	Iteration 4Q: 3 clusters Score -400036.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -400117.468750 Penalty: 4244.648438
	Iteration 5Q: 3 clusters Score -400117.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -400175.687500 Penalty: 4244.648438
	Iteration 6Q: 3 clusters Score -400175.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -400228.000000 Penalty: 4244.648438
	Iteration 7Q: 3 clusters Score -400228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -400287.156250 Penalty: 4244.648438
	Iteration 8Q: 3 clusters Score -400287.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -400350.000000 Penalty: 4244.648438
	Iteration 9Q: 3 clusters Score -400350 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -400411.656250 Penalty: 4244.648438
	Iteration 10Q: 3 clusters Score -400411.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -400481.343750 Penalty: 4244.648438
	Iteration 11Q: 3 clusters Score -400481.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -400562.187500 Penalty: 4244.648438
	Iteration 12Q: 3 clusters Score -400562.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -400638.968750 Penalty: 4244.648438
	Iteration 13Q: 3 clusters Score -400639 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -400722.062500 Penalty: 4244.648438
	Iteration 14Q: 3 clusters Score -400722.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -400820.531250 Penalty: 4244.648438
	Iteration 15Q: 3 clusters Score -400820.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -400931.500000 Penalty: 4244.648438
	Iteration 16Q: 3 clusters Score -400931.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -401042.406250 Penalty: 4244.648438
	Iteration 17Q: 3 clusters Score -401042.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -401148.812500 Penalty: 4244.648438
	Iteration 18Q: 3 clusters Score -401148.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -401275.531250 Penalty: 4244.648438
	Iteration 19Q: 3 clusters Score -401275.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401398.062500 Penalty: 4244.648438
	Iteration 20F: 3 clusters Score -401398.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -401514.281250 Penalty: 4244.648438
	Iteration 21Q: 3 clusters Score -401514.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -401626.406250 Penalty: 4244.648438
	Iteration 22Q: 3 clusters Score -401626.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -401698.843750 Penalty: 4244.648438
	Iteration 23Q: 3 clusters Score -401698.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -401738.250000 Penalty: 4244.648438
	Iteration 24Q: 3 clusters Score -401738.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -401762.250000 Penalty: 4244.648438
	Iteration 25Q: 3 clusters Score -401762.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401776.281250 Penalty: 4244.648438
	Iteration 26Q: 3 clusters Score -401776.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -401783.281250 Penalty: 4244.648438
	Iteration 27Q: 3 clusters Score -401783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -401788.781250 Penalty: 4244.648438
	Iteration 28Q: 3 clusters Score -401788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -401792.062500 Penalty: 4244.648438
	Iteration 29Q: 3 clusters Score -401792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -401791.781250 Penalty: 4244.648438
	Iteration 30Q: 3 clusters Score -401791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -401791.843750 Penalty: 4244.648438
	Iteration 31Q: 3 clusters Score -401791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -401792.906250 Penalty: 4244.648438
	Iteration 32Q: 3 clusters Score -401792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401793.156250 Penalty: 4244.648438
	Iteration 33Q: 3 clusters Score -401793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401793.156250 Penalty: 4244.648438
	Iteration 34F: 3 clusters Score -401793.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -122676.000000 Penalty: 1799.036133
	Iteration 0F: 2 clusters Score -122676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -120470.507812 Penalty: 3598.072266
	Iteration 0F: 3 clusters Score -120470.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -120959.718750 Penalty: 3598.072266
	Iteration 1F: 3 clusters Score -120959.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -121167.382812 Penalty: 3598.072266
	Iteration 2F: 3 clusters Score -121167.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121253.367188 Penalty: 3598.072266
	Iteration 3Q: 3 clusters Score -121253.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -121331.117188 Penalty: 3598.072266
	Iteration 4Q: 3 clusters Score -121331.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -121388.476562 Penalty: 3598.072266
	Iteration 5Q: 3 clusters Score -121388.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -121444.062500 Penalty: 3598.072266
	Iteration 6Q: 3 clusters Score -121444.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121487.109375 Penalty: 3598.072266
	Iteration 7Q: 3 clusters Score -121487.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -121535.484375 Penalty: 3598.072266
	Iteration 8Q: 3 clusters Score -121535.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -121582.554688 Penalty: 3598.072266
	Iteration 9Q: 3 clusters Score -121582.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -121613.070312 Penalty: 3598.072266
	Iteration 10Q: 3 clusters Score -121613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121633.851562 Penalty: 3598.072266
	Iteration 11Q: 3 clusters Score -121633.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -121648.953125 Penalty: 3598.072266
	Iteration 12Q: 3 clusters Score -121649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -121658.257812 Penalty: 3598.072266
	Iteration 13Q: 3 clusters Score -121658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -121661.570312 Penalty: 3598.072266
	Iteration 14Q: 3 clusters Score -121661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -121664.296875 Penalty: 3598.072266
	Iteration 15Q: 3 clusters Score -121664.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121666.312500 Penalty: 3598.072266
	Iteration 16Q: 3 clusters Score -121666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -121671.414062 Penalty: 3598.072266
	Iteration 17Q: 3 clusters Score -121671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -121677.976562 Penalty: 3598.072266
	Iteration 18Q: 3 clusters Score -121678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -121682.828125 Penalty: 3598.072266
	Iteration 19Q: 3 clusters Score -121682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -121695.343750 Penalty: 3598.072266
	Iteration 20F: 3 clusters Score -121695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -121700.867188 Penalty: 3598.072266
	Iteration 21Q: 3 clusters Score -121700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -121701.531250 Penalty: 3598.072266
	Iteration 22Q: 3 clusters Score -121701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -121702.523438 Penalty: 3598.072266
	Iteration 23Q: 3 clusters Score -121702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -121702.523438 Penalty: 3598.072266
	Iteration 24F: 3 clusters Score -121702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -63485.710938 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -63485.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61716.046875 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -61716.05 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62022.617188 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -62022.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62117.582031 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -62117.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62193.792969 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -62193.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62248.621094 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -62248.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62290.199219 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -62290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62321.562500 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -62321.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62336.671875 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -62336.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62375.449219 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -62375.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62446.558594 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -62446.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62492.632812 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -62492.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62531.542969 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -62531.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62551.113281 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -62551.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62568.664062 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -62568.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62578.671875 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -62578.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62602.171875 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -62602.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62618.277344 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -62618.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62622.617188 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -62622.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62633.253906 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -62633.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62641.355469 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -62641.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62645.796875 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -62645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62653.710938 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -62653.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62668.621094 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -62668.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62693.824219 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -62693.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62711.617188 Penalty: 3318.041016
	Iteration 24Q: 3 clusters Score -62711.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62716.867188 Penalty: 3318.041016
	Iteration 25Q: 3 clusters Score -62716.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62724.613281 Penalty: 3318.041016
	Iteration 26Q: 3 clusters Score -62724.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62730.941406 Penalty: 3318.041016
	Iteration 27Q: 3 clusters Score -62730.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62737.585938 Penalty: 3318.041016
	Iteration 28Q: 3 clusters Score -62737.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62748.117188 Penalty: 3318.041016
	Iteration 29Q: 3 clusters Score -62748.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62748.601562 Penalty: 3318.041016
	Iteration 30Q: 3 clusters Score -62748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62748.601562 Penalty: 3318.041016
	Iteration 31F: 3 clusters Score -62748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -77054.953125 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -77054.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75102.546875 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -75102.55 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75378.945312 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -75378.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75440.750000 Penalty: 3423.261719
	Iteration 2Q: 3 clusters Score -75440.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75471.265625 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -75471.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75488.648438 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -75488.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75492.070312 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -75492.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75493.812500 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -75493.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75493.812500 Penalty: 3423.261719
	Iteration 7F: 3 clusters Score -75493.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -246156.156250 Penalty: 1966.601929
	Iteration 0F: 2 clusters Score -246156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243042.000000 Penalty: 3933.203857
	Iteration 0F: 3 clusters Score -243042 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -243659.750000 Penalty: 3933.203857
	Iteration 1F: 3 clusters Score -243659.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -243902.218750 Penalty: 3933.203857
	Iteration 2F: 3 clusters Score -243902.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -244072.640625 Penalty: 3933.203857
	Iteration 3F: 3 clusters Score -244072.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -244179.156250 Penalty: 3933.203857
	Iteration 4Q: 3 clusters Score -244179.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -244279.906250 Penalty: 3933.203857
	Iteration 5Q: 3 clusters Score -244279.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -244360.843750 Penalty: 3933.203857
	Iteration 6Q: 3 clusters Score -244360.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -244434.750000 Penalty: 3933.203857
	Iteration 7Q: 3 clusters Score -244434.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -244487.515625 Penalty: 3933.203857
	Iteration 8Q: 3 clusters Score -244487.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -244539.546875 Penalty: 3933.203857
	Iteration 9Q: 3 clusters Score -244539.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -244586.062500 Penalty: 3933.203857
	Iteration 10Q: 3 clusters Score -244586.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -244619.937500 Penalty: 3933.203857
	Iteration 11Q: 3 clusters Score -244619.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -244656.296875 Penalty: 3933.203857
	Iteration 12Q: 3 clusters Score -244656.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -244686.906250 Penalty: 3933.203857
	Iteration 13Q: 3 clusters Score -244686.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -244713.312500 Penalty: 3933.203857
	Iteration 14Q: 3 clusters Score -244713.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -244746.656250 Penalty: 3933.203857
	Iteration 15Q: 3 clusters Score -244746.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -244777.000000 Penalty: 3933.203857
	Iteration 16Q: 3 clusters Score -244777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -244807.609375 Penalty: 3933.203857
	Iteration 17Q: 3 clusters Score -244807.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -244849.859375 Penalty: 3933.203857
	Iteration 18Q: 3 clusters Score -244849.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -244876.281250 Penalty: 3933.203857
	Iteration 19Q: 3 clusters Score -244876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -244891.968750 Penalty: 3933.203857
	Iteration 20F: 3 clusters Score -244892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -244900.734375 Penalty: 3933.203857
	Iteration 21Q: 3 clusters Score -244900.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -244905.671875 Penalty: 3933.203857
	Iteration 22Q: 3 clusters Score -244905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -244908.937500 Penalty: 3933.203857
	Iteration 23Q: 3 clusters Score -244908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -244914.515625 Penalty: 3933.203857
	Iteration 24Q: 3 clusters Score -244914.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -244921.765625 Penalty: 3933.203857
	Iteration 25Q: 3 clusters Score -244921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -244927.484375 Penalty: 3933.203857
	Iteration 26Q: 3 clusters Score -244927.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -244932.203125 Penalty: 3933.203857
	Iteration 27Q: 3 clusters Score -244932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -244934.796875 Penalty: 3933.203857
	Iteration 28Q: 3 clusters Score -244934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -244937.500000 Penalty: 3933.203857
	Iteration 29Q: 3 clusters Score -244937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -244941.531250 Penalty: 3933.203857
	Iteration 30Q: 3 clusters Score -244941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -244949.437500 Penalty: 3933.203857
	Iteration 31Q: 3 clusters Score -244949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -244962.703125 Penalty: 3933.203857
	Iteration 32Q: 3 clusters Score -244962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -244974.781250 Penalty: 3933.203857
	Iteration 33Q: 3 clusters Score -244974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -244983.328125 Penalty: 3933.203857
	Iteration 34Q: 3 clusters Score -244983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -244987.765625 Penalty: 3933.203857
	Iteration 35Q: 3 clusters Score -244987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -244991.000000 Penalty: 3933.203857
	Iteration 36Q: 3 clusters Score -244991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -244993.000000 Penalty: 3933.203857
	Iteration 37Q: 3 clusters Score -244993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -244995.000000 Penalty: 3933.203857
	Iteration 38Q: 3 clusters Score -244995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -244997.140625 Penalty: 3933.203857
	Iteration 39Q: 3 clusters Score -244997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -244998.109375 Penalty: 3933.203857
	Iteration 40F: 3 clusters Score -244998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -244998.875000 Penalty: 3933.203857
	Iteration 41Q: 3 clusters Score -244998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -244999.375000 Penalty: 3933.203857
	Iteration 42Q: 3 clusters Score -244999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -244999.562500 Penalty: 3933.203857
	Iteration 43Q: 3 clusters Score -244999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -245000.406250 Penalty: 3933.203857
	Iteration 44Q: 3 clusters Score -245000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -245000.406250 Penalty: 3933.203857
	Iteration 45F: 3 clusters Score -245000.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -102015.320312 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -102015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100017.890625 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -100017.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -100405.781250 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -100405.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -100676.578125 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -100676.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101000.148438 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -101000.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101378.164062 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -101378.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101619.609375 Penalty: 3492.974121
	Iteration 5F: 3 clusters Score -101619.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101761.781250 Penalty: 3492.974121
	Iteration 6F: 3 clusters Score -101761.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101795.289062 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -101795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101802.492188 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -101802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -101809.054688 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -101809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101811.351562 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -101811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101811.351562 Penalty: 3492.974121
	Iteration 11F: 3 clusters Score -101811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -214768.375000 Penalty: 1978.450928
	Iteration 0F: 2 clusters Score -214768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -211557.218750 Penalty: 3956.901855
	Iteration 0F: 3 clusters Score -211557.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -212200.171875 Penalty: 3956.901855
	Iteration 1F: 3 clusters Score -212200.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -212342.578125 Penalty: 3956.901855
	Iteration 2F: 3 clusters Score -212342.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -212436.734375 Penalty: 3956.901855
	Iteration 3Q: 3 clusters Score -212436.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -212507.109375 Penalty: 3956.901855
	Iteration 4Q: 3 clusters Score -212507.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -212550.453125 Penalty: 3956.901855
	Iteration 5Q: 3 clusters Score -212550.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212591.156250 Penalty: 3956.901855
	Iteration 6Q: 3 clusters Score -212591.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212622.390625 Penalty: 3956.901855
	Iteration 7Q: 3 clusters Score -212622.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -212644.234375 Penalty: 3956.901855
	Iteration 8Q: 3 clusters Score -212644.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -212665.171875 Penalty: 3956.901855
	Iteration 9Q: 3 clusters Score -212665.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -212689.562500 Penalty: 3956.901855
	Iteration 10Q: 3 clusters Score -212689.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -212708.078125 Penalty: 3956.901855
	Iteration 11Q: 3 clusters Score -212708.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -212726.484375 Penalty: 3956.901855
	Iteration 12Q: 3 clusters Score -212726.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212738.281250 Penalty: 3956.901855
	Iteration 13Q: 3 clusters Score -212738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212742.984375 Penalty: 3956.901855
	Iteration 14Q: 3 clusters Score -212743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212747.531250 Penalty: 3956.901855
	Iteration 15Q: 3 clusters Score -212747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212751.843750 Penalty: 3956.901855
	Iteration 16Q: 3 clusters Score -212751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -212757.718750 Penalty: 3956.901855
	Iteration 17Q: 3 clusters Score -212757.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212768.578125 Penalty: 3956.901855
	Iteration 18Q: 3 clusters Score -212768.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212777.781250 Penalty: 3956.901855
	Iteration 19Q: 3 clusters Score -212777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -212784.265625 Penalty: 3956.901855
	Iteration 20F: 3 clusters Score -212784.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -212787.015625 Penalty: 3956.901855
	Iteration 21Q: 3 clusters Score -212787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -212790.000000 Penalty: 3956.901855
	Iteration 22Q: 3 clusters Score -212790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -212792.093750 Penalty: 3956.901855
	Iteration 23Q: 3 clusters Score -212792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212794.328125 Penalty: 3956.901855
	Iteration 24Q: 3 clusters Score -212794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -212795.765625 Penalty: 3956.901855
	Iteration 25Q: 3 clusters Score -212795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -212796.000000 Penalty: 3956.901855
	Iteration 26Q: 3 clusters Score -212796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212797.625000 Penalty: 3956.901855
	Iteration 27Q: 3 clusters Score -212797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212798.421875 Penalty: 3956.901855
	Iteration 28Q: 3 clusters Score -212798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212799.421875 Penalty: 3956.901855
	Iteration 29Q: 3 clusters Score -212799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212799.953125 Penalty: 3956.901855
	Iteration 30Q: 3 clusters Score -212800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -212800.234375 Penalty: 3956.901855
	Iteration 31Q: 3 clusters Score -212800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212800.468750 Penalty: 3956.901855
	Iteration 32Q: 3 clusters Score -212800.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -212800.468750 Penalty: 3956.901855
	Iteration 33F: 3 clusters Score -212800.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (13079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Entering Unmasked Estep 
Score: -1475536.875000 Penalty: 2350.733398
	Iteration 0F: 2 clusters Score -1475537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1465958.125000 Penalty: 4701.466797
	Iteration 0F: 3 clusters Score -1465958 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1468822.000000 Penalty: 4701.466797
	Iteration 1F: 3 clusters Score -1468822 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1469160.125000 Penalty: 4701.466797
	Iteration 2F: 3 clusters Score -1469160 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1469441.125000 Penalty: 4701.466797
	Iteration 3F: 3 clusters Score -1469441 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1469709.125000 Penalty: 4701.466797
	Iteration 4Q: 3 clusters Score -1469709 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1470006.375000 Penalty: 4701.466797
	Iteration 5Q: 3 clusters Score -1470006 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1470422.500000 Penalty: 4701.466797
	Iteration 6F: 3 clusters Score -1470422 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1470932.250000 Penalty: 4701.466797
	Iteration 7F: 3 clusters Score -1470932 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1471549.000000 Penalty: 4701.466797
	Iteration 8F: 3 clusters Score -1471549 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1472175.250000 Penalty: 4701.466797
	Iteration 9F: 3 clusters Score -1472175 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1472638.250000 Penalty: 4701.466797
	Iteration 10Q: 3 clusters Score -1472638 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1472950.875000 Penalty: 4701.466797
	Iteration 11Q: 3 clusters Score -1472951 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1473139.125000 Penalty: 4701.466797
	Iteration 12Q: 3 clusters Score -1473139 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1473264.125000 Penalty: 4701.466797
	Iteration 13Q: 3 clusters Score -1473264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1473331.750000 Penalty: 4701.466797
	Iteration 14Q: 3 clusters Score -1473332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1473388.625000 Penalty: 4701.466797
	Iteration 15Q: 3 clusters Score -1473389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1473441.250000 Penalty: 4701.466797
	Iteration 16Q: 3 clusters Score -1473441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1473476.875000 Penalty: 4701.466797
	Iteration 17Q: 3 clusters Score -1473477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1473492.500000 Penalty: 4701.466797
	Iteration 18Q: 3 clusters Score -1473492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1473506.250000 Penalty: 4701.466797
	Iteration 19Q: 3 clusters Score -1473506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1473519.500000 Penalty: 4701.466797
	Iteration 20F: 3 clusters Score -1473520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1473528.625000 Penalty: 4701.466797
	Iteration 21Q: 3 clusters Score -1473529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1473533.750000 Penalty: 4701.466797
	Iteration 22Q: 3 clusters Score -1473534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1473535.625000 Penalty: 4701.466797
	Iteration 23Q: 3 clusters Score -1473536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1473537.000000 Penalty: 4701.466797
	Iteration 24Q: 3 clusters Score -1473537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1473541.250000 Penalty: 4701.466797
	Iteration 25Q: 3 clusters Score -1473541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1473553.625000 Penalty: 4701.466797
	Iteration 26Q: 3 clusters Score -1473554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1473556.500000 Penalty: 4701.466797
	Iteration 27Q: 3 clusters Score -1473556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1473557.625000 Penalty: 4701.466797
	Iteration 28Q: 3 clusters Score -1473558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1473564.625000 Penalty: 4701.466797
	Iteration 29Q: 3 clusters Score -1473565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1473569.875000 Penalty: 4701.466797
	Iteration 30Q: 3 clusters Score -1473570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1473571.625000 Penalty: 4701.466797
	Iteration 31Q: 3 clusters Score -1473572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1473572.125000 Penalty: 4701.466797
	Iteration 32Q: 3 clusters Score -1473572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1473577.250000 Penalty: 4701.466797
	Iteration 33Q: 3 clusters Score -1473577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1473576.125000 Penalty: 4701.466797
	Iteration 34Q: 3 clusters Score -1473576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1473576.125000 Penalty: 4701.466797
	Iteration 35F: 3 clusters Score -1473576 nChanged 0
23->78 Clusters: Score -150798912.000000, best is -150816256.000000

Starting from 24 clusters...
--- Clustering full data set of 1779319 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 76932 members 
Mstep: Class 3 contains 77255 members 
Mstep: Class 4 contains 77842 members 
Mstep: Class 5 contains 77796 members 
Mstep: Class 6 contains 77613 members 
Mstep: Class 7 contains 77203 members 
Mstep: Class 8 contains 77279 members 
Mstep: Class 9 contains 77686 members 
Mstep: Class 10 contains 77389 members 
Mstep: Class 11 contains 77420 members 
Mstep: Class 12 contains 77119 members 
Mstep: Class 13 contains 77342 members 
Mstep: Class 14 contains 77470 members 
Mstep: Class 15 contains 76903 members 
Mstep: Class 16 contains 77404 members 
Mstep: Class 17 contains 77488 members 
Mstep: Class 18 contains 77640 members 
Mstep: Class 19 contains 77580 members 
Mstep: Class 20 contains 77323 members 
Mstep: Class 21 contains 77204 members 
Mstep: Class 22 contains 76936 members 
Mstep: Class 23 contains 76853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1111.173950 but Gain 3569.156250
Score: -125900232.000000 Penalty: 78521.335938
Iteration 0F: 23 clusters Score -1.259002e+08 nChanged 1694184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2170 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 100676 members 
Mstep: Class 3 contains 58703 members 
Mstep: Class 4 contains 69796 members 
Mstep: Class 5 contains 62811 members 
Mstep: Class 6 contains 199627 members 
Mstep: Class 7 contains 52869 members 
Mstep: Class 8 contains 36245 members 
Mstep: Class 9 contains 61571 members 
Mstep: Class 10 contains 51529 members 
Mstep: Class 11 contains 45145 members 
Mstep: Class 12 contains 59594 members 
Mstep: Class 13 contains 59387 members 
Mstep: Class 14 contains 91940 members 
Mstep: Class 15 contains 61301 members 
Mstep: Class 16 contains 57822 members 
Mstep: Class 17 contains 92376 members 
Mstep: Class 18 contains 186768 members 
Mstep: Class 19 contains 115407 members 
Mstep: Class 20 contains 55522 members 
Mstep: Class 21 contains 88747 members 
Mstep: Class 23 contains 31497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136699696.000000 Penalty: 78521.335938
Iteration 1F: 23 clusters Score -1.366997e+08 nChanged 965958
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 449470 members 
Mstep: Class 2 contains 46940 members 
Mstep: Class 3 contains 66874 members 
Mstep: Class 4 contains 44029 members 
Mstep: Class 5 contains 27816 members 
Mstep: Class 6 contains 243767 members 
Mstep: Class 7 contains 38869 members 
Mstep: Class 8 contains 21481 members 
Mstep: Class 9 contains 41728 members 
Mstep: Class 10 contains 45287 members 
Mstep: Class 11 contains 48265 members 
Mstep: Class 12 contains 56893 members 
Mstep: Class 13 contains 44577 members 
Mstep: Class 14 contains 44009 members 
Mstep: Class 15 contains 35512 members 
Mstep: Class 16 contains 49121 members 
Mstep: Class 17 contains 98753 members 
Mstep: Class 18 contains 140925 members 
Mstep: Class 19 contains 70291 members 
Mstep: Class 20 contains 27264 members 
Mstep: Class 21 contains 108171 members 
Mstep: Class 23 contains 28756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144695424.000000 Penalty: 78521.335938
Iteration 2F: 23 clusters Score -1.446954e+08 nChanged 535590
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 581884 members 
Mstep: Class 2 contains 23417 members 
Mstep: Class 3 contains 73881 members 
Mstep: Class 4 contains 48282 members 
Mstep: Class 5 contains 19910 members 
Mstep: Class 6 contains 211377 members 
Mstep: Class 7 contains 27871 members 
Mstep: Class 8 contains 14288 members 
Mstep: Class 9 contains 34780 members 
Mstep: Class 10 contains 51615 members 
Mstep: Class 11 contains 54381 members 
Mstep: Class 12 contains 51779 members 
Mstep: Class 13 contains 28967 members 
Mstep: Class 14 contains 9143 members 
Mstep: Class 15 contains 28794 members 
Mstep: Class 16 contains 30792 members 
Mstep: Class 17 contains 138019 members 
Mstep: Class 18 contains 137141 members 
Mstep: Class 19 contains 124793 members 
Mstep: Class 20 contains 26543 members 
Mstep: Class 21 contains 36229 members 
Mstep: Class 23 contains 25163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519040.000000 Penalty: 78521.335938
Iteration 3F: 23 clusters Score -1.47519e+08 nChanged 306009
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 551960 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 71898 members 
Mstep: Class 4 contains 48197 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 150512 members 
Mstep: Class 7 contains 23413 members 
Mstep: Class 8 contains 9289 members 
Mstep: Class 9 contains 18385 members 
Mstep: Class 10 contains 52545 members 
Mstep: Class 11 contains 60279 members 
Mstep: Class 12 contains 48343 members 
Mstep: Class 13 contains 31201 members 
Mstep: Class 14 contains 12634 members 
Mstep: Class 15 contains 27177 members 
Mstep: Class 16 contains 25747 members 
Mstep: Class 17 contains 191970 members 
Mstep: Class 18 contains 158444 members 
Mstep: Class 19 contains 154372 members 
Mstep: Class 20 contains 33268 members 
Mstep: Class 21 contains 58811 members 
Mstep: Class 23 contains 14705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148404112.000000 Penalty: 78521.335938
Iteration 4F: 23 clusters Score -1.484041e+08 nChanged 258307
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 484862 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 61458 members 
Mstep: Class 4 contains 41548 members 
Mstep: Class 5 contains 35673 members 
Mstep: Class 6 contains 105896 members 
Mstep: Class 7 contains 23174 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 49109 members 
Mstep: Class 11 contains 73059 members 
Mstep: Class 12 contains 40732 members 
Mstep: Class 13 contains 36961 members 
Mstep: Class 14 contains 17350 members 
Mstep: Class 15 contains 31091 members 
Mstep: Class 16 contains 25113 members 
Mstep: Class 17 contains 246654 members 
Mstep: Class 18 contains 173552 members 
Mstep: Class 19 contains 153780 members 
Mstep: Class 20 contains 32959 members 
Mstep: Class 21 contains 114962 members 
Mstep: Class 23 contains 9620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148956736.000000 Penalty: 78521.335938
Iteration 5F: 23 clusters Score -1.489567e+08 nChanged 210703
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 412516 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 49637 members 
Mstep: Class 4 contains 35444 members 
Mstep: Class 5 contains 47298 members 
Mstep: Class 6 contains 75560 members 
Mstep: Class 7 contains 22157 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 6477 members 
Mstep: Class 10 contains 44006 members 
Mstep: Class 11 contains 81315 members 
Mstep: Class 12 contains 34424 members 
Mstep: Class 13 contains 40332 members 
Mstep: Class 14 contains 20011 members 
Mstep: Class 15 contains 35245 members 
Mstep: Class 16 contains 26223 members 
Mstep: Class 17 contains 292069 members 
Mstep: Class 18 contains 180769 members 
Mstep: Class 19 contains 144534 members 
Mstep: Class 20 contains 31502 members 
Mstep: Class 21 contains 180892 members 
Mstep: Class 23 contains 9178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149400032.000000 Penalty: 78521.335938
Iteration 6F: 23 clusters Score -1.494e+08 nChanged 154710
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 362592 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 39699 members 
Mstep: Class 4 contains 31820 members 
Mstep: Class 5 contains 55448 members 
Mstep: Class 6 contains 54036 members 
Mstep: Class 7 contains 19822 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 39082 members 
Mstep: Class 11 contains 87003 members 
Mstep: Class 12 contains 29789 members 
Mstep: Class 13 contains 40479 members 
Mstep: Class 14 contains 21256 members 
Mstep: Class 15 contains 40505 members 
Mstep: Class 16 contains 28749 members 
Mstep: Class 17 contains 325534 members 
Mstep: Class 18 contains 184877 members 
Mstep: Class 19 contains 134034 members 
Mstep: Class 20 contains 29710 members 
Mstep: Class 21 contains 229107 members 
Mstep: Class 23 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149650048.000000 Penalty: 78521.335938
Iteration 7F: 23 clusters Score -1.4965e+08 nChanged 103871
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 339264 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 32583 members 
Mstep: Class 4 contains 29613 members 
Mstep: Class 5 contains 60052 members 
Mstep: Class 6 contains 39347 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 8 contains 8758 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 35754 members 
Mstep: Class 11 contains 90968 members 
Mstep: Class 12 contains 26307 members 
Mstep: Class 13 contains 39928 members 
Mstep: Class 14 contains 21921 members 
Mstep: Class 15 contains 45910 members 
Mstep: Class 16 contains 30983 members 
Mstep: Class 17 contains 348335 members 
Mstep: Class 18 contains 187745 members 
Mstep: Class 19 contains 124308 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 252172 members 
Mstep: Class 23 contains 9082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149780736.000000 Penalty: 78521.335938
Iteration 8F: 23 clusters Score -1.497807e+08 nChanged 75508
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 322941 members 
Mstep: Class 2 contains 2801 members 
Mstep: Class 3 contains 27610 members 
Mstep: Class 4 contains 28402 members 
Mstep: Class 5 contains 62251 members 
Mstep: Class 6 contains 30348 members 
Mstep: Class 7 contains 16850 members 
Mstep: Class 8 contains 9796 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 32996 members 
Mstep: Class 11 contains 94034 members 
Mstep: Class 12 contains 23623 members 
Mstep: Class 13 contains 39357 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 50982 members 
Mstep: Class 16 contains 33030 members 
Mstep: Class 17 contains 363135 members 
Mstep: Class 18 contains 189930 members 
Mstep: Class 19 contains 115078 members 
Mstep: Class 20 contains 26351 members 
Mstep: Class 21 contains 268533 members 
Mstep: Class 23 contains 8712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149887440.000000 Penalty: 78521.335938
Iteration 9Q: 23 clusters Score -1.498874e+08 nChanged 60943
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 309385 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 23810 members 
Mstep: Class 4 contains 27762 members 
Mstep: Class 5 contains 63289 members 
Mstep: Class 6 contains 25113 members 
Mstep: Class 7 contains 16484 members 
Mstep: Class 8 contains 10332 members 
Mstep: Class 9 contains 12627 members 
Mstep: Class 10 contains 30691 members 
Mstep: Class 11 contains 96690 members 
Mstep: Class 12 contains 21649 members 
Mstep: Class 13 contains 38669 members 
Mstep: Class 14 contains 22437 members 
Mstep: Class 15 contains 55806 members 
Mstep: Class 16 contains 35108 members 
Mstep: Class 17 contains 373026 members 
Mstep: Class 18 contains 191678 members 
Mstep: Class 19 contains 105899 members 
Mstep: Class 20 contains 24535 members 
Mstep: Class 21 contains 282806 members 
Mstep: Class 23 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149963184.000000 Penalty: 78521.335938
Iteration 10Q: 23 clusters Score -1.499632e+08 nChanged 48445
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 302900 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 27360 members 
Mstep: Class 5 contains 63785 members 
Mstep: Class 6 contains 22055 members 
Mstep: Class 7 contains 16345 members 
Mstep: Class 8 contains 10562 members 
Mstep: Class 9 contains 14644 members 
Mstep: Class 10 contains 28975 members 
Mstep: Class 11 contains 99153 members 
Mstep: Class 12 contains 20700 members 
Mstep: Class 13 contains 38173 members 
Mstep: Class 14 contains 22286 members 
Mstep: Class 15 contains 60944 members 
Mstep: Class 16 contains 37226 members 
Mstep: Class 17 contains 379093 members 
Mstep: Class 18 contains 192973 members 
Mstep: Class 19 contains 97219 members 
Mstep: Class 20 contains 22531 members 
Mstep: Class 21 contains 290005 members 
Mstep: Class 23 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150005088.000000 Penalty: 78521.335938
Iteration 11Q: 23 clusters Score -1.500051e+08 nChanged 37130
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 300029 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 19451 members 
Mstep: Class 4 contains 27043 members 
Mstep: Class 5 contains 63905 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 16386 members 
Mstep: Class 8 contains 10594 members 
Mstep: Class 9 contains 15779 members 
Mstep: Class 10 contains 27672 members 
Mstep: Class 11 contains 101652 members 
Mstep: Class 12 contains 20316 members 
Mstep: Class 13 contains 37932 members 
Mstep: Class 14 contains 22162 members 
Mstep: Class 15 contains 66506 members 
Mstep: Class 16 contains 38832 members 
Mstep: Class 17 contains 382084 members 
Mstep: Class 18 contains 193912 members 
Mstep: Class 19 contains 89806 members 
Mstep: Class 20 contains 20516 members 
Mstep: Class 21 contains 293321 members 
Mstep: Class 23 contains 7956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150039312.000000 Penalty: 78521.335938
Iteration 12Q: 23 clusters Score -1.500393e+08 nChanged 30160
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 298469 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 3 contains 21492 members 
Mstep: Class 4 contains 26808 members 
Mstep: Class 5 contains 63781 members 
Mstep: Class 6 contains 18859 members 
Mstep: Class 7 contains 16367 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 26383 members 
Mstep: Class 11 contains 104137 members 
Mstep: Class 12 contains 20026 members 
Mstep: Class 13 contains 37868 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 15 contains 71126 members 
Mstep: Class 16 contains 39924 members 
Mstep: Class 17 contains 382205 members 
Mstep: Class 18 contains 194633 members 
Mstep: Class 19 contains 83312 members 
Mstep: Class 20 contains 18482 members 
Mstep: Class 21 contains 295120 members 
Mstep: Class 23 contains 7847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150057568.000000 Penalty: 78521.335938
Iteration 13Q: 23 clusters Score -1.500576e+08 nChanged 26176
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 297706 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 23545 members 
Mstep: Class 4 contains 26631 members 
Mstep: Class 5 contains 63474 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 16799 members 
Mstep: Class 10 contains 25540 members 
Mstep: Class 11 contains 106483 members 
Mstep: Class 12 contains 19821 members 
Mstep: Class 13 contains 37846 members 
Mstep: Class 14 contains 22002 members 
Mstep: Class 15 contains 75940 members 
Mstep: Class 16 contains 40671 members 
Mstep: Class 17 contains 381410 members 
Mstep: Class 18 contains 195134 members 
Mstep: Class 19 contains 77651 members 
Mstep: Class 20 contains 16551 members 
Mstep: Class 21 contains 296032 members 
Mstep: Class 23 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150067792.000000 Penalty: 78521.335938
Iteration 14Q: 23 clusters Score -1.500678e+08 nChanged 22159
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 297325 members 
Mstep: Class 2 contains 3282 members 
Mstep: Class 3 contains 24745 members 
Mstep: Class 4 contains 26459 members 
Mstep: Class 5 contains 63015 members 
Mstep: Class 6 contains 17559 members 
Mstep: Class 7 contains 16136 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 16985 members 
Mstep: Class 10 contains 25030 members 
Mstep: Class 11 contains 108619 members 
Mstep: Class 12 contains 19687 members 
Mstep: Class 13 contains 37852 members 
Mstep: Class 14 contains 21926 members 
Mstep: Class 15 contains 81287 members 
Mstep: Class 16 contains 41226 members 
Mstep: Class 17 contains 380238 members 
Mstep: Class 18 contains 195512 members 
Mstep: Class 19 contains 72819 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 21 contains 296533 members 
Mstep: Class 23 contains 7820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150079024.000000 Penalty: 78521.335938
Iteration 15Q: 23 clusters Score -1.50079e+08 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 297145 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 26282 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 17174 members 
Mstep: Class 7 contains 15983 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 17088 members 
Mstep: Class 10 contains 24760 members 
Mstep: Class 11 contains 110513 members 
Mstep: Class 12 contains 19613 members 
Mstep: Class 13 contains 37868 members 
Mstep: Class 14 contains 21847 members 
Mstep: Class 15 contains 86618 members 
Mstep: Class 16 contains 41728 members 
Mstep: Class 17 contains 379165 members 
Mstep: Class 18 contains 195803 members 
Mstep: Class 19 contains 68486 members 
Mstep: Class 20 contains 13107 members 
Mstep: Class 21 contains 296819 members 
Mstep: Class 23 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150087920.000000 Penalty: 78521.335938
Iteration 16Q: 23 clusters Score -1.500879e+08 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 297068 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 25712 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 61964 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 7 contains 15795 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 17143 members 
Mstep: Class 10 contains 24603 members 
Mstep: Class 11 contains 112023 members 
Mstep: Class 12 contains 19551 members 
Mstep: Class 13 contains 37912 members 
Mstep: Class 14 contains 21789 members 
Mstep: Class 15 contains 91750 members 
Mstep: Class 16 contains 42259 members 
Mstep: Class 17 contains 377878 members 
Mstep: Class 18 contains 196007 members 
Mstep: Class 19 contains 64742 members 
Mstep: Class 20 contains 11814 members 
Mstep: Class 21 contains 296958 members 
Mstep: Class 23 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150093936.000000 Penalty: 78521.335938
Iteration 17Q: 23 clusters Score -1.500939e+08 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 297016 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 25762 members 
Mstep: Class 4 contains 25895 members 
Mstep: Class 5 contains 61494 members 
Mstep: Class 6 contains 16775 members 
Mstep: Class 7 contains 15665 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 17175 members 
Mstep: Class 10 contains 24541 members 
Mstep: Class 11 contains 113011 members 
Mstep: Class 12 contains 19493 members 
Mstep: Class 13 contains 37959 members 
Mstep: Class 14 contains 21745 members 
Mstep: Class 15 contains 96839 members 
Mstep: Class 16 contains 42676 members 
Mstep: Class 17 contains 376220 members 
Mstep: Class 18 contains 196160 members 
Mstep: Class 19 contains 61649 members 
Mstep: Class 20 contains 11023 members 
Mstep: Class 21 contains 297051 members 
Mstep: Class 23 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150100640.000000 Penalty: 78521.335938
Iteration 18Q: 23 clusters Score -1.501006e+08 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 297005 members 
Mstep: Class 2 contains 3368 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 25710 members 
Mstep: Class 5 contains 61077 members 
Mstep: Class 6 contains 16648 members 
Mstep: Class 7 contains 15567 members 
Mstep: Class 8 contains 9608 members 
Mstep: Class 9 contains 17193 members 
Mstep: Class 10 contains 24560 members 
Mstep: Class 11 contains 113590 members 
Mstep: Class 12 contains 19443 members 
Mstep: Class 13 contains 38016 members 
Mstep: Class 14 contains 21695 members 
Mstep: Class 15 contains 101810 members 
Mstep: Class 16 contains 43014 members 
Mstep: Class 17 contains 374142 members 
Mstep: Class 18 contains 196330 members 
Mstep: Class 19 contains 59097 members 
Mstep: Class 20 contains 10589 members 
Mstep: Class 21 contains 297090 members 
Mstep: Class 23 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150106528.000000 Penalty: 78521.335938
Iteration 19Q: 23 clusters Score -1.501065e+08 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 296984 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 25519 members 
Mstep: Class 5 contains 60742 members 
Mstep: Class 6 contains 16572 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 17217 members 
Mstep: Class 10 contains 24608 members 
Mstep: Class 11 contains 113854 members 
Mstep: Class 12 contains 19390 members 
Mstep: Class 13 contains 38096 members 
Mstep: Class 14 contains 21624 members 
Mstep: Class 15 contains 106854 members 
Mstep: Class 16 contains 43327 members 
Mstep: Class 17 contains 371470 members 
Mstep: Class 18 contains 196417 members 
Mstep: Class 19 contains 56998 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 297136 members 
Mstep: Class 23 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150126032.000000 Penalty: 78521.335938
Iteration 20F: 23 clusters Score -1.50126e+08 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 296986 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 24038 members 
Mstep: Class 4 contains 25136 members 
Mstep: Class 5 contains 60530 members 
Mstep: Class 6 contains 16372 members 
Mstep: Class 7 contains 16017 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 22367 members 
Mstep: Class 11 contains 113828 members 
Mstep: Class 12 contains 19358 members 
Mstep: Class 13 contains 38191 members 
Mstep: Class 14 contains 21523 members 
Mstep: Class 15 contains 114363 members 
Mstep: Class 16 contains 44041 members 
Mstep: Class 17 contains 366939 members 
Mstep: Class 18 contains 196507 members 
Mstep: Class 19 contains 55294 members 
Mstep: Class 20 contains 10576 members 
Mstep: Class 21 contains 297167 members 
Mstep: Class 23 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150145664.000000 Penalty: 78521.335938
Iteration 21Q: 23 clusters Score -1.501457e+08 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 296970 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 22766 members 
Mstep: Class 4 contains 24669 members 
Mstep: Class 5 contains 60434 members 
Mstep: Class 6 contains 16232 members 
Mstep: Class 7 contains 16078 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 19998 members 
Mstep: Class 10 contains 20483 members 
Mstep: Class 11 contains 113857 members 
Mstep: Class 12 contains 19370 members 
Mstep: Class 13 contains 38285 members 
Mstep: Class 14 contains 21481 members 
Mstep: Class 15 contains 121671 members 
Mstep: Class 16 contains 44452 members 
Mstep: Class 17 contains 362294 members 
Mstep: Class 18 contains 196536 members 
Mstep: Class 19 contains 53895 members 
Mstep: Class 20 contains 10883 members 
Mstep: Class 21 contains 297169 members 
Mstep: Class 23 contains 7799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150163440.000000 Penalty: 78521.335938
Iteration 22Q: 23 clusters Score -1.501634e+08 nChanged 16146
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 296969 members 
Mstep: Class 2 contains 3922 members 
Mstep: Class 3 contains 21751 members 
Mstep: Class 4 contains 24229 members 
Mstep: Class 5 contains 60458 members 
Mstep: Class 6 contains 16207 members 
Mstep: Class 7 contains 16046 members 
Mstep: Class 8 contains 9966 members 
Mstep: Class 9 contains 21407 members 
Mstep: Class 10 contains 18940 members 
Mstep: Class 11 contains 113716 members 
Mstep: Class 12 contains 19402 members 
Mstep: Class 13 contains 38364 members 
Mstep: Class 14 contains 21446 members 
Mstep: Class 15 contains 128162 members 
Mstep: Class 16 contains 44700 members 
Mstep: Class 17 contains 357792 members 
Mstep: Class 18 contains 196491 members 
Mstep: Class 19 contains 52880 members 
Mstep: Class 20 contains 11363 members 
Mstep: Class 21 contains 297179 members 
Mstep: Class 23 contains 7765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150175376.000000 Penalty: 78521.335938
Iteration 23Q: 23 clusters Score -1.501754e+08 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 296961 members 
Mstep: Class 2 contains 4033 members 
Mstep: Class 3 contains 21021 members 
Mstep: Class 4 contains 23771 members 
Mstep: Class 5 contains 60565 members 
Mstep: Class 6 contains 16237 members 
Mstep: Class 7 contains 16045 members 
Mstep: Class 8 contains 9841 members 
Mstep: Class 9 contains 21911 members 
Mstep: Class 10 contains 18464 members 
Mstep: Class 11 contains 113397 members 
Mstep: Class 12 contains 19423 members 
Mstep: Class 13 contains 38427 members 
Mstep: Class 14 contains 21417 members 
Mstep: Class 15 contains 133179 members 
Mstep: Class 16 contains 44873 members 
Mstep: Class 17 contains 354031 members 
Mstep: Class 18 contains 196422 members 
Mstep: Class 19 contains 52236 members 
Mstep: Class 20 contains 11931 members 
Mstep: Class 21 contains 297215 members 
Mstep: Class 23 contains 7755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150183072.000000 Penalty: 78521.335938
Iteration 24Q: 23 clusters Score -1.501831e+08 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296974 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 23288 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 16346 members 
Mstep: Class 7 contains 16024 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 22147 members 
Mstep: Class 10 contains 18419 members 
Mstep: Class 11 contains 112921 members 
Mstep: Class 12 contains 19426 members 
Mstep: Class 13 contains 38502 members 
Mstep: Class 14 contains 21343 members 
Mstep: Class 15 contains 136983 members 
Mstep: Class 16 contains 44994 members 
Mstep: Class 17 contains 351207 members 
Mstep: Class 18 contains 196341 members 
Mstep: Class 19 contains 51759 members 
Mstep: Class 20 contains 12563 members 
Mstep: Class 21 contains 297244 members 
Mstep: Class 23 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150187616.000000 Penalty: 78521.335938
Iteration 25Q: 23 clusters Score -1.501876e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296975 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 19892 members 
Mstep: Class 4 contains 22761 members 
Mstep: Class 5 contains 60798 members 
Mstep: Class 6 contains 16462 members 
Mstep: Class 7 contains 16015 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 22275 members 
Mstep: Class 10 contains 18572 members 
Mstep: Class 11 contains 112341 members 
Mstep: Class 12 contains 19434 members 
Mstep: Class 13 contains 38580 members 
Mstep: Class 14 contains 21251 members 
Mstep: Class 15 contains 139930 members 
Mstep: Class 16 contains 45120 members 
Mstep: Class 17 contains 348885 members 
Mstep: Class 18 contains 196307 members 
Mstep: Class 19 contains 51467 members 
Mstep: Class 20 contains 13192 members 
Mstep: Class 21 contains 297280 members 
Mstep: Class 23 contains 7750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150192512.000000 Penalty: 78521.335938
Iteration 26Q: 23 clusters Score -1.501925e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296976 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 19508 members 
Mstep: Class 4 contains 22193 members 
Mstep: Class 5 contains 60908 members 
Mstep: Class 6 contains 16610 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 9636 members 
Mstep: Class 9 contains 22342 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 111679 members 
Mstep: Class 12 contains 19434 members 
Mstep: Class 13 contains 38652 members 
Mstep: Class 14 contains 21177 members 
Mstep: Class 15 contains 142090 members 
Mstep: Class 16 contains 45239 members 
Mstep: Class 17 contains 347147 members 
Mstep: Class 18 contains 196307 members 
Mstep: Class 19 contains 51324 members 
Mstep: Class 20 contains 13837 members 
Mstep: Class 21 contains 297308 members 
Mstep: Class 23 contains 7740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150196688.000000 Penalty: 78521.335938
Iteration 27Q: 23 clusters Score -1.501967e+08 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296986 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 21656 members 
Mstep: Class 5 contains 60981 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 15784 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 22396 members 
Mstep: Class 10 contains 19121 members 
Mstep: Class 11 contains 110982 members 
Mstep: Class 12 contains 19430 members 
Mstep: Class 13 contains 38720 members 
Mstep: Class 14 contains 21103 members 
Mstep: Class 15 contains 143721 members 
Mstep: Class 16 contains 45341 members 
Mstep: Class 17 contains 345843 members 
Mstep: Class 18 contains 196351 members 
Mstep: Class 19 contains 51248 members 
Mstep: Class 20 contains 14507 members 
Mstep: Class 21 contains 297321 members 
Mstep: Class 23 contains 7734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150200416.000000 Penalty: 78521.335938
Iteration 28Q: 23 clusters Score -1.502004e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296998 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 18953 members 
Mstep: Class 4 contains 21285 members 
Mstep: Class 5 contains 61066 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 9625 members 
Mstep: Class 9 contains 22399 members 
Mstep: Class 10 contains 19235 members 
Mstep: Class 11 contains 110289 members 
Mstep: Class 12 contains 19432 members 
Mstep: Class 13 contains 38776 members 
Mstep: Class 14 contains 21037 members 
Mstep: Class 15 contains 144977 members 
Mstep: Class 16 contains 45460 members 
Mstep: Class 17 contains 344802 members 
Mstep: Class 18 contains 196419 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 15141 members 
Mstep: Class 21 contains 297335 members 
Mstep: Class 23 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150202384.000000 Penalty: 78521.335938
Iteration 29Q: 23 clusters Score -1.502024e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 296996 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 18741 members 
Mstep: Class 4 contains 21068 members 
Mstep: Class 5 contains 61124 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 7 contains 15452 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 22392 members 
Mstep: Class 10 contains 19260 members 
Mstep: Class 11 contains 109647 members 
Mstep: Class 12 contains 19429 members 
Mstep: Class 13 contains 38841 members 
Mstep: Class 14 contains 20976 members 
Mstep: Class 15 contains 145946 members 
Mstep: Class 16 contains 45554 members 
Mstep: Class 17 contains 343982 members 
Mstep: Class 18 contains 196502 members 
Mstep: Class 19 contains 51264 members 
Mstep: Class 20 contains 15714 members 
Mstep: Class 21 contains 297342 members 
Mstep: Class 23 contains 7727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150203680.000000 Penalty: 78521.335938
Iteration 30Q: 23 clusters Score -1.502037e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 296984 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 20920 members 
Mstep: Class 5 contains 61183 members 
Mstep: Class 6 contains 17341 members 
Mstep: Class 7 contains 15237 members 
Mstep: Class 8 contains 9540 members 
Mstep: Class 9 contains 22371 members 
Mstep: Class 10 contains 19266 members 
Mstep: Class 11 contains 109023 members 
Mstep: Class 12 contains 19427 members 
Mstep: Class 13 contains 38903 members 
Mstep: Class 14 contains 20940 members 
Mstep: Class 15 contains 146718 members 
Mstep: Class 16 contains 45634 members 
Mstep: Class 17 contains 343341 members 
Mstep: Class 18 contains 196618 members 
Mstep: Class 19 contains 51308 members 
Mstep: Class 20 contains 16277 members 
Mstep: Class 21 contains 297338 members 
Mstep: Class 23 contains 7721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150204544.000000 Penalty: 78521.335938
Iteration 31Q: 23 clusters Score -1.502045e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 296965 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 3 contains 18437 members 
Mstep: Class 4 contains 20850 members 
Mstep: Class 5 contains 61215 members 
Mstep: Class 6 contains 17498 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 9490 members 
Mstep: Class 9 contains 22307 members 
Mstep: Class 10 contains 19268 members 
Mstep: Class 11 contains 108494 members 
Mstep: Class 12 contains 19424 members 
Mstep: Class 13 contains 38959 members 
Mstep: Class 14 contains 20912 members 
Mstep: Class 15 contains 147294 members 
Mstep: Class 16 contains 45715 members 
Mstep: Class 17 contains 342847 members 
Mstep: Class 18 contains 196724 members 
Mstep: Class 19 contains 51345 members 
Mstep: Class 20 contains 16768 members 
Mstep: Class 21 contains 297340 members 
Mstep: Class 23 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150205600.000000 Penalty: 78521.335938
Iteration 32Q: 23 clusters Score -1.502056e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296971 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 18339 members 
Mstep: Class 4 contains 20798 members 
Mstep: Class 5 contains 61250 members 
Mstep: Class 6 contains 17657 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 22229 members 
Mstep: Class 10 contains 19261 members 
Mstep: Class 11 contains 107986 members 
Mstep: Class 12 contains 19416 members 
Mstep: Class 13 contains 39010 members 
Mstep: Class 14 contains 20875 members 
Mstep: Class 15 contains 147756 members 
Mstep: Class 16 contains 45786 members 
Mstep: Class 17 contains 342442 members 
Mstep: Class 18 contains 196817 members 
Mstep: Class 19 contains 51398 members 
Mstep: Class 20 contains 17239 members 
Mstep: Class 21 contains 297325 members 
Mstep: Class 23 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150206848.000000 Penalty: 78521.335938
Iteration 33Q: 23 clusters Score -1.502068e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 296963 members 
Mstep: Class 2 contains 4681 members 
Mstep: Class 3 contains 18256 members 
Mstep: Class 4 contains 20787 members 
Mstep: Class 5 contains 61276 members 
Mstep: Class 6 contains 17828 members 
Mstep: Class 7 contains 14531 members 
Mstep: Class 8 contains 9428 members 
Mstep: Class 9 contains 22142 members 
Mstep: Class 10 contains 19251 members 
Mstep: Class 11 contains 107535 members 
Mstep: Class 12 contains 19411 members 
Mstep: Class 13 contains 39054 members 
Mstep: Class 14 contains 20851 members 
Mstep: Class 15 contains 148122 members 
Mstep: Class 16 contains 45886 members 
Mstep: Class 17 contains 342117 members 
Mstep: Class 18 contains 196910 members 
Mstep: Class 19 contains 51457 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 297317 members 
Mstep: Class 23 contains 7719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150208032.000000 Penalty: 78521.335938
Iteration 34Q: 23 clusters Score -1.50208e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 296956 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 18185 members 
Mstep: Class 4 contains 20778 members 
Mstep: Class 5 contains 61298 members 
Mstep: Class 6 contains 17983 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 22054 members 
Mstep: Class 10 contains 19238 members 
Mstep: Class 11 contains 107167 members 
Mstep: Class 12 contains 19410 members 
Mstep: Class 13 contains 39086 members 
Mstep: Class 14 contains 20831 members 
Mstep: Class 15 contains 148430 members 
Mstep: Class 16 contains 45996 members 
Mstep: Class 17 contains 341855 members 
Mstep: Class 18 contains 197004 members 
Mstep: Class 19 contains 51516 members 
Mstep: Class 20 contains 17956 members 
Mstep: Class 21 contains 297316 members 
Mstep: Class 23 contains 7718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150208864.000000 Penalty: 78521.335938
Iteration 35Q: 23 clusters Score -1.502089e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 296960 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 18163 members 
Mstep: Class 4 contains 20779 members 
Mstep: Class 5 contains 61335 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 7 contains 13887 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 21972 members 
Mstep: Class 10 contains 19232 members 
Mstep: Class 11 contains 106834 members 
Mstep: Class 12 contains 19409 members 
Mstep: Class 13 contains 39112 members 
Mstep: Class 14 contains 20826 members 
Mstep: Class 15 contains 148705 members 
Mstep: Class 16 contains 46115 members 
Mstep: Class 17 contains 341601 members 
Mstep: Class 18 contains 197080 members 
Mstep: Class 19 contains 51556 members 
Mstep: Class 20 contains 18243 members 
Mstep: Class 21 contains 297299 members 
Mstep: Class 23 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150209264.000000 Penalty: 78521.335938
Iteration 36Q: 23 clusters Score -1.502093e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 296959 members 
Mstep: Class 2 contains 4906 members 
Mstep: Class 3 contains 18144 members 
Mstep: Class 4 contains 20777 members 
Mstep: Class 5 contains 61365 members 
Mstep: Class 6 contains 18263 members 
Mstep: Class 7 contains 13528 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 21903 members 
Mstep: Class 10 contains 19219 members 
Mstep: Class 11 contains 106571 members 
Mstep: Class 12 contains 19404 members 
Mstep: Class 13 contains 39135 members 
Mstep: Class 14 contains 20810 members 
Mstep: Class 15 contains 148944 members 
Mstep: Class 16 contains 46237 members 
Mstep: Class 17 contains 341394 members 
Mstep: Class 18 contains 197137 members 
Mstep: Class 19 contains 51571 members 
Mstep: Class 20 contains 18463 members 
Mstep: Class 21 contains 297300 members 
Mstep: Class 23 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150210336.000000 Penalty: 78521.335938
Iteration 37Q: 23 clusters Score -1.502103e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 296956 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 18158 members 
Mstep: Class 4 contains 20779 members 
Mstep: Class 5 contains 61386 members 
Mstep: Class 6 contains 18397 members 
Mstep: Class 7 contains 13181 members 
Mstep: Class 8 contains 9416 members 
Mstep: Class 9 contains 21837 members 
Mstep: Class 10 contains 19212 members 
Mstep: Class 11 contains 106350 members 
Mstep: Class 12 contains 19398 members 
Mstep: Class 13 contains 39156 members 
Mstep: Class 14 contains 20793 members 
Mstep: Class 15 contains 149127 members 
Mstep: Class 16 contains 46352 members 
Mstep: Class 17 contains 341217 members 
Mstep: Class 18 contains 197179 members 
Mstep: Class 19 contains 51597 members 
Mstep: Class 20 contains 18647 members 
Mstep: Class 21 contains 297303 members 
Mstep: Class 23 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150211440.000000 Penalty: 78521.335938
Iteration 38Q: 23 clusters Score -1.502114e+08 nChanged 1768
Entering ConstructFrom: 
Score: -150211440.000000 Penalty: 78521.335938
Entering ConstructFrom: 
Trying to split cluster 1 (296950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296950 members 
Entering Unmasked Estep 
Score: -31020900.000000 Penalty: 3125.127197
	Iteration 0F: 2 clusters Score -3.10209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 148410 members 
Entering Unmasked Estep 
Score: -30954798.000000 Penalty: 6250.254395
	Iteration 0F: 3 clusters Score -3.09548e+07 nChanged 144073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156713 members 
Mstep: Class 2 contains 140237 members 
Entering Unmasked Estep 
Score: -31040656.000000 Penalty: 6250.254395
	Iteration 1F: 3 clusters Score -3.104066e+07 nChanged 21468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -31045126.000000 Penalty: 6250.254395
	Iteration 2F: 3 clusters Score -3.104513e+07 nChanged 20063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149626 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -31051208.000000 Penalty: 6250.254395
	Iteration 3F: 3 clusters Score -3.105121e+07 nChanged 17740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 154614 members 
Entering Unmasked Estep 
Score: -31057282.000000 Penalty: 6250.254395
	Iteration 4F: 3 clusters Score -3.105728e+07 nChanged 20457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139777 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -31065832.000000 Penalty: 6250.254395
	Iteration 5F: 3 clusters Score -3.106583e+07 nChanged 20253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 153868 members 
Entering Unmasked Estep 
Score: -31075464.000000 Penalty: 6250.254395
	Iteration 6F: 3 clusters Score -3.107546e+07 nChanged 17089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148129 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -31083582.000000 Penalty: 6250.254395
	Iteration 7F: 3 clusters Score -3.108358e+07 nChanged 15245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 146322 members 
Entering Unmasked Estep 
Score: -31089428.000000 Penalty: 6250.254395
	Iteration 8F: 3 clusters Score -3.108943e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -31093362.000000 Penalty: 6250.254395
	Iteration 9Q: 3 clusters Score -3.109336e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148501 members 
Mstep: Class 2 contains 148449 members 
Entering Unmasked Estep 
Score: -31096312.000000 Penalty: 6250.254395
	Iteration 10Q: 3 clusters Score -3.109631e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147123 members 
Mstep: Class 2 contains 149827 members 
Entering Unmasked Estep 
Score: -31098956.000000 Penalty: 6250.254395
	Iteration 11Q: 3 clusters Score -3.109896e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -31101234.000000 Penalty: 6250.254395
	Iteration 12Q: 3 clusters Score -3.110123e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146876 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -31103204.000000 Penalty: 6250.254395
	Iteration 13Q: 3 clusters Score -3.11032e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 149579 members 
Entering Unmasked Estep 
Score: -31104928.000000 Penalty: 6250.254395
	Iteration 14Q: 3 clusters Score -3.110493e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -31106170.000000 Penalty: 6250.254395
	Iteration 15Q: 3 clusters Score -3.110617e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 148499 members 
Entering Unmasked Estep 
Score: -31106888.000000 Penalty: 6250.254395
	Iteration 16Q: 3 clusters Score -3.110689e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -31107078.000000 Penalty: 6250.254395
	Iteration 17Q: 3 clusters Score -3.110708e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -31107584.000000 Penalty: 6250.254395
	Iteration 18Q: 3 clusters Score -3.110758e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 148019 members 
Entering Unmasked Estep 
Score: -31107684.000000 Penalty: 6250.254395
	Iteration 19Q: 3 clusters Score -3.110768e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 148131 members 
Entering Unmasked Estep 
Score: -31107902.000000 Penalty: 6250.254395
	Iteration 20F: 3 clusters Score -3.11079e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -31108012.000000 Penalty: 6250.254395
	Iteration 21Q: 3 clusters Score -3.110801e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148634 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -31108106.000000 Penalty: 6250.254395
	Iteration 22Q: 3 clusters Score -3.110811e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -31108164.000000 Penalty: 6250.254395
	Iteration 23Q: 3 clusters Score -3.110816e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148303 members 
Mstep: Class 2 contains 148647 members 
Entering Unmasked Estep 
Score: -31108338.000000 Penalty: 6250.254395
	Iteration 24Q: 3 clusters Score -3.110834e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -31108502.000000 Penalty: 6250.254395
	Iteration 25Q: 3 clusters Score -3.11085e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -31108868.000000 Penalty: 6250.254395
	Iteration 26Q: 3 clusters Score -3.110887e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 148793 members 
Entering Unmasked Estep 
Score: -31109050.000000 Penalty: 6250.254395
	Iteration 27Q: 3 clusters Score -3.110905e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -31109164.000000 Penalty: 6250.254395
	Iteration 28Q: 3 clusters Score -3.110916e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 148685 members 
Entering Unmasked Estep 
Score: -31109380.000000 Penalty: 6250.254395
	Iteration 29Q: 3 clusters Score -3.110938e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -31109698.000000 Penalty: 6250.254395
	Iteration 30Q: 3 clusters Score -3.11097e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 148743 members 
Entering Unmasked Estep 
Score: -31109868.000000 Penalty: 6250.254395
	Iteration 31Q: 3 clusters Score -3.110987e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 148838 members 
Entering Unmasked Estep 
Score: -31110026.000000 Penalty: 6250.254395
	Iteration 32Q: 3 clusters Score -3.111003e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -31110040.000000 Penalty: 6250.254395
	Iteration 33Q: 3 clusters Score -3.111004e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 148988 members 
Entering Unmasked Estep 
Score: -31110298.000000 Penalty: 6250.254395
	Iteration 34Q: 3 clusters Score -3.11103e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147831 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -31110426.000000 Penalty: 6250.254395
	Iteration 35Q: 3 clusters Score -3.111043e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 149303 members 
Entering Unmasked Estep 
Score: -31110416.000000 Penalty: 6250.254395
	Iteration 36Q: 3 clusters Score -3.111042e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 149445 members 
Entering Unmasked Estep 
Score: -31110602.000000 Penalty: 6250.254395
	Iteration 37Q: 3 clusters Score -3.11106e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147410 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -31110830.000000 Penalty: 6250.254395
	Iteration 38Q: 3 clusters Score -3.111083e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -31110952.000000 Penalty: 6250.254395
	Iteration 39Q: 3 clusters Score -3.111095e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147350 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -31111032.000000 Penalty: 6250.254395
	Iteration 40F: 3 clusters Score -3.111103e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147267 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -31111284.000000 Penalty: 6250.254395
	Iteration 41Q: 3 clusters Score -3.111128e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -31111550.000000 Penalty: 6250.254395
	Iteration 42Q: 3 clusters Score -3.111155e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 149865 members 
Entering Unmasked Estep 
Score: -31111820.000000 Penalty: 6250.254395
	Iteration 43Q: 3 clusters Score -3.111182e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -31112024.000000 Penalty: 6250.254395
	Iteration 44Q: 3 clusters Score -3.111202e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146799 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -31112258.000000 Penalty: 6250.254395
	Iteration 45Q: 3 clusters Score -3.111226e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146481 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -31112608.000000 Penalty: 6250.254395
	Iteration 46Q: 3 clusters Score -3.111261e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146220 members 
Mstep: Class 2 contains 150730 members 
Entering Unmasked Estep 
Score: -31112860.000000 Penalty: 6250.254395
	Iteration 47Q: 3 clusters Score -3.111286e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145928 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -31113076.000000 Penalty: 6250.254395
	Iteration 48Q: 3 clusters Score -3.111308e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -31113274.000000 Penalty: 6250.254395
	Iteration 49Q: 3 clusters Score -3.111327e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -31113322.000000 Penalty: 6250.254395
	Iteration 50Q: 3 clusters Score -3.111332e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 151918 members 
Entering Unmasked Estep 
Score: -31113678.000000 Penalty: 6250.254395
	Iteration 51Q: 3 clusters Score -3.111368e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144693 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -31114004.000000 Penalty: 6250.254395
	Iteration 52Q: 3 clusters Score -3.1114e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 152592 members 
Entering Unmasked Estep 
Score: -31114250.000000 Penalty: 6250.254395
	Iteration 53Q: 3 clusters Score -3.111425e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -31114466.000000 Penalty: 6250.254395
	Iteration 54Q: 3 clusters Score -3.111447e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -31114898.000000 Penalty: 6250.254395
	Iteration 55Q: 3 clusters Score -3.11149e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 153528 members 
Entering Unmasked Estep 
Score: -31115354.000000 Penalty: 6250.254395
	Iteration 56Q: 3 clusters Score -3.111535e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -31115672.000000 Penalty: 6250.254395
	Iteration 57Q: 3 clusters Score -3.111567e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -31116116.000000 Penalty: 6250.254395
	Iteration 58Q: 3 clusters Score -3.111612e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 154357 members 
Entering Unmasked Estep 
Score: -31116332.000000 Penalty: 6250.254395
	Iteration 59Q: 3 clusters Score -3.111633e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -31116554.000000 Penalty: 6250.254395
	Iteration 60F: 3 clusters Score -3.111655e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -31116980.000000 Penalty: 6250.254395
	Iteration 61Q: 3 clusters Score -3.111698e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141573 members 
Mstep: Class 2 contains 155377 members 
Entering Unmasked Estep 
Score: -31117276.000000 Penalty: 6250.254395
	Iteration 62Q: 3 clusters Score -3.111728e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141234 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -31117524.000000 Penalty: 6250.254395
	Iteration 63Q: 3 clusters Score -3.111752e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140846 members 
Mstep: Class 2 contains 156104 members 
Entering Unmasked Estep 
Score: -31118030.000000 Penalty: 6250.254395
	Iteration 64Q: 3 clusters Score -3.111803e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140363 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -31118510.000000 Penalty: 6250.254395
	Iteration 65Q: 3 clusters Score -3.111851e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -31119062.000000 Penalty: 6250.254395
	Iteration 66Q: 3 clusters Score -3.111906e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -31119470.000000 Penalty: 6250.254395
	Iteration 67Q: 3 clusters Score -3.111947e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139302 members 
Mstep: Class 2 contains 157648 members 
Entering Unmasked Estep 
Score: -31119646.000000 Penalty: 6250.254395
	Iteration 68Q: 3 clusters Score -3.111965e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -31119680.000000 Penalty: 6250.254395
	Iteration 69Q: 3 clusters Score -3.111968e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138999 members 
Mstep: Class 2 contains 157951 members 
Entering Unmasked Estep 
Score: -31120044.000000 Penalty: 6250.254395
	Iteration 70Q: 3 clusters Score -3.112004e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -31120164.000000 Penalty: 6250.254395
	Iteration 71Q: 3 clusters Score -3.112016e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138659 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -31120322.000000 Penalty: 6250.254395
	Iteration 72Q: 3 clusters Score -3.112032e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -31120440.000000 Penalty: 6250.254395
	Iteration 73Q: 3 clusters Score -3.112044e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138463 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -31120490.000000 Penalty: 6250.254395
	Iteration 74Q: 3 clusters Score -3.112049e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138468 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -31120652.000000 Penalty: 6250.254395
	Iteration 75Q: 3 clusters Score -3.112065e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138482 members 
Mstep: Class 2 contains 158468 members 
Entering Unmasked Estep 
Score: -31120640.000000 Penalty: 6250.254395
	Iteration 76Q: 3 clusters Score -3.112064e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 158415 members 
Entering Unmasked Estep 
Score: -31120582.000000 Penalty: 6250.254395
	Iteration 77Q: 3 clusters Score -3.112058e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138605 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -31120592.000000 Penalty: 6250.254395
	Iteration 78Q: 3 clusters Score -3.112059e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 158282 members 
Entering Unmasked Estep 
Score: -31120622.000000 Penalty: 6250.254395
	Iteration 79Q: 3 clusters Score -3.112062e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -31120622.000000 Penalty: 6250.254395
	Iteration 80F: 3 clusters Score -3.112062e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -31120668.000000 Penalty: 6250.254395
	Iteration 81Q: 3 clusters Score -3.112067e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138790 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -31120678.000000 Penalty: 6250.254395
	Iteration 82Q: 3 clusters Score -3.112068e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138827 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -31120694.000000 Penalty: 6250.254395
	Iteration 83Q: 3 clusters Score -3.112069e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138863 members 
Mstep: Class 2 contains 158087 members 
Entering Unmasked Estep 
Score: -31120742.000000 Penalty: 6250.254395
	Iteration 84Q: 3 clusters Score -3.112074e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138920 members 
Mstep: Class 2 contains 158030 members 
Entering Unmasked Estep 
Score: -31120758.000000 Penalty: 6250.254395
	Iteration 85Q: 3 clusters Score -3.112076e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
Score: -31120734.000000 Penalty: 6250.254395
	Iteration 86Q: 3 clusters Score -3.112073e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138985 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -31120734.000000 Penalty: 6250.254395
	Iteration 87Q: 3 clusters Score -3.112073e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139001 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -31120720.000000 Penalty: 6250.254395
	Iteration 88Q: 3 clusters Score -3.112072e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 157984 members 
Entering Unmasked Estep 
Score: -31120744.000000 Penalty: 6250.254395
	Iteration 89Q: 3 clusters Score -3.112074e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138951 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -31120726.000000 Penalty: 6250.254395
	Iteration 90Q: 3 clusters Score -3.112073e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 158033 members 
Entering Unmasked Estep 
Score: -31120730.000000 Penalty: 6250.254395
	Iteration 91Q: 3 clusters Score -3.112073e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138887 members 
Mstep: Class 2 contains 158063 members 
Entering Unmasked Estep 
Score: -31120708.000000 Penalty: 6250.254395
	Iteration 92Q: 3 clusters Score -3.112071e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138867 members 
Mstep: Class 2 contains 158083 members 
Entering Unmasked Estep 
Score: -31120694.000000 Penalty: 6250.254395
	Iteration 93Q: 3 clusters Score -3.112069e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138828 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -31120628.000000 Penalty: 6250.254395
	Iteration 94Q: 3 clusters Score -3.112063e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138789 members 
Mstep: Class 2 contains 158161 members 
Entering Unmasked Estep 
Score: -31120662.000000 Penalty: 6250.254395
	Iteration 95Q: 3 clusters Score -3.112066e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138757 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -31120648.000000 Penalty: 6250.254395
	Iteration 96Q: 3 clusters Score -3.112065e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -31120662.000000 Penalty: 6250.254395
	Iteration 97Q: 3 clusters Score -3.112066e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138717 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -31120648.000000 Penalty: 6250.254395
	Iteration 98Q: 3 clusters Score -3.112065e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -31120648.000000 Penalty: 6250.254395
	Iteration 99Q: 3 clusters Score -3.112065e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138714 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -31120662.000000 Penalty: 6250.254395
	Iteration 100F: 3 clusters Score -3.112066e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -31120670.000000 Penalty: 6250.254395
	Iteration 101Q: 3 clusters Score -3.112067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 158243 members 
Entering Unmasked Estep 
Score: -31120660.000000 Penalty: 6250.254395
	Iteration 102Q: 3 clusters Score -3.112066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138701 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -31120636.000000 Penalty: 6250.254395
	Iteration 103Q: 3 clusters Score -3.112064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -31120638.000000 Penalty: 6250.254395
	Iteration 104Q: 3 clusters Score -3.112064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -31120676.000000 Penalty: 6250.254395
	Iteration 105Q: 3 clusters Score -3.112068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -31120662.000000 Penalty: 6250.254395
	Iteration 106Q: 3 clusters Score -3.112066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138709 members 
Mstep: Class 2 contains 158241 members 
Entering Unmasked Estep 
Score: -31120668.000000 Penalty: 6250.254395
	Iteration 107Q: 3 clusters Score -3.112067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138711 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -31120664.000000 Penalty: 6250.254395
	Iteration 108Q: 3 clusters Score -3.112066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 158242 members 
Entering Unmasked Estep 
Score: -31120656.000000 Penalty: 6250.254395
	Iteration 109Q: 3 clusters Score -3.112066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138704 members 
Mstep: Class 2 contains 158246 members 
Entering Unmasked Estep 
Score: -31120656.000000 Penalty: 6250.254395
	Iteration 110Q: 3 clusters Score -3.112066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -31120640.000000 Penalty: 6250.254395
	Iteration 111Q: 3 clusters Score -3.112064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138703 members 
Mstep: Class 2 contains 158247 members 
Entering Unmasked Estep 
Score: -31120656.000000 Penalty: 6250.254395
	Iteration 112Q: 3 clusters Score -3.112066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138706 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -31120648.000000 Penalty: 6250.254395
	Iteration 113Q: 3 clusters Score -3.112065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -31120648.000000 Penalty: 6250.254395
	Iteration 114Q: 3 clusters Score -3.112065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138700 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -31120666.000000 Penalty: 6250.254395
	Iteration 115Q: 3 clusters Score -3.112067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138692 members 
Mstep: Class 2 contains 158258 members 
Entering Unmasked Estep 
Score: -31120674.000000 Penalty: 6250.254395
	Iteration 116Q: 3 clusters Score -3.112067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138683 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -31120694.000000 Penalty: 6250.254395
	Iteration 117Q: 3 clusters Score -3.112069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -31120682.000000 Penalty: 6250.254395
	Iteration 118Q: 3 clusters Score -3.112068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 158285 members 
Entering Unmasked Estep 
Score: -31120702.000000 Penalty: 6250.254395
	Iteration 119Q: 3 clusters Score -3.11207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -31120690.000000 Penalty: 6250.254395
	Iteration 120F: 3 clusters Score -3.112069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -31120684.000000 Penalty: 6250.254395
	Iteration 121Q: 3 clusters Score -3.112068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -31120698.000000 Penalty: 6250.254395
	Iteration 122Q: 3 clusters Score -3.11207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -31120692.000000 Penalty: 6250.254395
	Iteration 123Q: 3 clusters Score -3.112069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 158298 members 
Entering Unmasked Estep 
Score: -31120700.000000 Penalty: 6250.254395
	Iteration 124Q: 3 clusters Score -3.11207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -31120690.000000 Penalty: 6250.254395
	Iteration 125Q: 3 clusters Score -3.112069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -31120706.000000 Penalty: 6250.254395
	Iteration 126Q: 3 clusters Score -3.112071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -31120678.000000 Penalty: 6250.254395
	Iteration 127Q: 3 clusters Score -3.112068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -31120684.000000 Penalty: 6250.254395
	Iteration 128Q: 3 clusters Score -3.112068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -31120684.000000 Penalty: 6250.254395
	Iteration 129F: 3 clusters Score -3.112068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 18193 members 
Mstep: Class 4 contains 20786 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 8 contains 9442 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Entering Unmasked Estep 
Score: -150311152.000000 Penalty: 82090.492188
Splitting cluster 1 changes total score from -150211440.000000 to -150311152.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -395366.937500 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -395366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -390729.781250 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -390729.8 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -391818.343750 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -391818.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -392023.875000 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -392023.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -392159.062500 Penalty: 4233.571289
	Iteration 3F: 3 clusters Score -392159.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -392250.937500 Penalty: 4233.571289
	Iteration 4Q: 3 clusters Score -392250.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -392318.687500 Penalty: 4233.571289
	Iteration 5Q: 3 clusters Score -392318.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -392397.281250 Penalty: 4233.571289
	Iteration 6Q: 3 clusters Score -392397.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -392478.062500 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -392478.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -392572.093750 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -392572.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -392679.281250 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -392679.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -392792.687500 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -392792.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -392934.875000 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -392934.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -393093.187500 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -393093.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -393245.437500 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -393245.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -393391.656250 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -393391.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -393531.343750 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -393531.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -393661.656250 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -393661.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -393772.750000 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -393772.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -393861.562500 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -393861.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -393928.562500 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -393928.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -393998.343750 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -393998.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -394055.125000 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -394055.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -394097.906250 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -394097.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -394146.937500 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -394146.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -394219.718750 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -394219.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -394289.500000 Penalty: 4233.571289
	Iteration 25Q: 3 clusters Score -394289.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -394356.593750 Penalty: 4233.571289
	Iteration 26Q: 3 clusters Score -394356.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394419.781250 Penalty: 4233.571289
	Iteration 27Q: 3 clusters Score -394419.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -394483.156250 Penalty: 4233.571289
	Iteration 28Q: 3 clusters Score -394483.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -394572.625000 Penalty: 4233.571289
	Iteration 29Q: 3 clusters Score -394572.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -394672.187500 Penalty: 4233.571289
	Iteration 30Q: 3 clusters Score -394672.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -394730.031250 Penalty: 4233.571289
	Iteration 31Q: 3 clusters Score -394730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -394760.312500 Penalty: 4233.571289
	Iteration 32Q: 3 clusters Score -394760.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -394768.937500 Penalty: 4233.571289
	Iteration 33Q: 3 clusters Score -394768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -394772.218750 Penalty: 4233.571289
	Iteration 34Q: 3 clusters Score -394772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -394772.656250 Penalty: 4233.571289
	Iteration 35Q: 3 clusters Score -394772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -394772.531250 Penalty: 4233.571289
	Iteration 36Q: 3 clusters Score -394772.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -394772.531250 Penalty: 4233.571289
	Iteration 37F: 3 clusters Score -394772.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Entering Unmasked Estep 
Score: -1439790.500000 Penalty: 2432.580566
	Iteration 0F: 2 clusters Score -1439790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1426986.500000 Penalty: 4865.161133
	Iteration 0F: 3 clusters Score -1426986 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1432006.500000 Penalty: 4865.161133
	Iteration 1F: 3 clusters Score -1432006 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1433888.500000 Penalty: 4865.161133
	Iteration 2F: 3 clusters Score -1433888 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1436358.875000 Penalty: 4865.161133
	Iteration 3F: 3 clusters Score -1436359 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1438628.625000 Penalty: 4865.161133
	Iteration 4F: 3 clusters Score -1438629 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1439885.000000 Penalty: 4865.161133
	Iteration 5F: 3 clusters Score -1439885 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1440341.000000 Penalty: 4865.161133
	Iteration 6Q: 3 clusters Score -1440341 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1440537.625000 Penalty: 4865.161133
	Iteration 7Q: 3 clusters Score -1440538 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1440629.500000 Penalty: 4865.161133
	Iteration 8Q: 3 clusters Score -1440630 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1440680.500000 Penalty: 4865.161133
	Iteration 9Q: 3 clusters Score -1440680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1440716.375000 Penalty: 4865.161133
	Iteration 10Q: 3 clusters Score -1440716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1440743.000000 Penalty: 4865.161133
	Iteration 11Q: 3 clusters Score -1440743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1440759.750000 Penalty: 4865.161133
	Iteration 12Q: 3 clusters Score -1440760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1440768.875000 Penalty: 4865.161133
	Iteration 13Q: 3 clusters Score -1440769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1440780.500000 Penalty: 4865.161133
	Iteration 14Q: 3 clusters Score -1440780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1440789.000000 Penalty: 4865.161133
	Iteration 15Q: 3 clusters Score -1440789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1440799.875000 Penalty: 4865.161133
	Iteration 16Q: 3 clusters Score -1440800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1440805.500000 Penalty: 4865.161133
	Iteration 17Q: 3 clusters Score -1440806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1440805.875000 Penalty: 4865.161133
	Iteration 18Q: 3 clusters Score -1440806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1440812.250000 Penalty: 4865.161133
	Iteration 19Q: 3 clusters Score -1440812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1440814.000000 Penalty: 4865.161133
	Iteration 20F: 3 clusters Score -1440814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1440816.000000 Penalty: 4865.161133
	Iteration 21Q: 3 clusters Score -1440816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1440818.000000 Penalty: 4865.161133
	Iteration 22Q: 3 clusters Score -1440818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1440827.500000 Penalty: 4865.161133
	Iteration 23Q: 3 clusters Score -1440828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1440827.000000 Penalty: 4865.161133
	Iteration 24Q: 3 clusters Score -1440827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1440827.125000 Penalty: 4865.161133
	Iteration 25Q: 3 clusters Score -1440827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1440824.750000 Penalty: 4865.161133
	Iteration 26Q: 3 clusters Score -1440825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1440827.875000 Penalty: 4865.161133
	Iteration 27Q: 3 clusters Score -1440828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1440829.875000 Penalty: 4865.161133
	Iteration 28Q: 3 clusters Score -1440830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1440833.000000 Penalty: 4865.161133
	Iteration 29Q: 3 clusters Score -1440833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1440833.250000 Penalty: 4865.161133
	Iteration 30Q: 3 clusters Score -1440833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1440830.625000 Penalty: 4865.161133
	Iteration 31Q: 3 clusters Score -1440831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1440830.625000 Penalty: 4865.161133
	Iteration 32Q: 3 clusters Score -1440831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1440833.000000 Penalty: 4865.161133
	Iteration 33Q: 3 clusters Score -1440833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1440833.500000 Penalty: 4865.161133
	Iteration 34Q: 3 clusters Score -1440834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1440834.375000 Penalty: 4865.161133
	Iteration 35Q: 3 clusters Score -1440834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1440836.375000 Penalty: 4865.161133
	Iteration 36Q: 3 clusters Score -1440836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1440836.125000 Penalty: 4865.161133
	Iteration 37Q: 3 clusters Score -1440836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1440835.250000 Penalty: 4865.161133
	Iteration 38Q: 3 clusters Score -1440835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1440833.500000 Penalty: 4865.161133
	Iteration 39Q: 3 clusters Score -1440834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1440833.500000 Penalty: 4865.161133
	Iteration 40F: 3 clusters Score -1440834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 20786 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 8 contains 9442 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Entering Unmasked Estep 
Score: -150309264.000000 Penalty: 85659.640625
Splitting cluster 3 changes total score from -150211440.000000 to -150309264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (20786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Entering Unmasked Estep 
Score: -1550073.750000 Penalty: 2465.624512
	Iteration 0F: 2 clusters Score -1550074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1535686.000000 Penalty: 4931.249023
	Iteration 0F: 3 clusters Score -1535686 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1542015.375000 Penalty: 4931.249023
	Iteration 1F: 3 clusters Score -1542015 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1546298.750000 Penalty: 4931.249023
	Iteration 2F: 3 clusters Score -1546299 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1551273.125000 Penalty: 4931.249023
	Iteration 3F: 3 clusters Score -1551273 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1553698.750000 Penalty: 4931.249023
	Iteration 4F: 3 clusters Score -1553699 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1554703.750000 Penalty: 4931.249023
	Iteration 5F: 3 clusters Score -1554704 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1555305.125000 Penalty: 4931.249023
	Iteration 6Q: 3 clusters Score -1555305 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1555732.500000 Penalty: 4931.249023
	Iteration 7Q: 3 clusters Score -1555732 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1556165.875000 Penalty: 4931.249023
	Iteration 8Q: 3 clusters Score -1556166 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1556700.000000 Penalty: 4931.249023
	Iteration 9Q: 3 clusters Score -1556700 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1557564.500000 Penalty: 4931.249023
	Iteration 10Q: 3 clusters Score -1557564 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1559069.625000 Penalty: 4931.249023
	Iteration 11Q: 3 clusters Score -1559070 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1560722.250000 Penalty: 4931.249023
	Iteration 12Q: 3 clusters Score -1560722 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1561606.750000 Penalty: 4931.249023
	Iteration 13Q: 3 clusters Score -1561607 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1562145.125000 Penalty: 4931.249023
	Iteration 14Q: 3 clusters Score -1562145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1562454.625000 Penalty: 4931.249023
	Iteration 15Q: 3 clusters Score -1562455 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1562646.625000 Penalty: 4931.249023
	Iteration 16Q: 3 clusters Score -1562647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1562765.875000 Penalty: 4931.249023
	Iteration 17Q: 3 clusters Score -1562766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1562823.625000 Penalty: 4931.249023
	Iteration 18Q: 3 clusters Score -1562824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1562841.375000 Penalty: 4931.249023
	Iteration 19Q: 3 clusters Score -1562841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1562916.500000 Penalty: 4931.249023
	Iteration 20F: 3 clusters Score -1562916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1562965.625000 Penalty: 4931.249023
	Iteration 21Q: 3 clusters Score -1562966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1562977.500000 Penalty: 4931.249023
	Iteration 22Q: 3 clusters Score -1562978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1562980.250000 Penalty: 4931.249023
	Iteration 23Q: 3 clusters Score -1562980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1562975.500000 Penalty: 4931.249023
	Iteration 24Q: 3 clusters Score -1562976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1562981.750000 Penalty: 4931.249023
	Iteration 25Q: 3 clusters Score -1562982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1562984.750000 Penalty: 4931.249023
	Iteration 26Q: 3 clusters Score -1562985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1562984.625000 Penalty: 4931.249023
	Iteration 27Q: 3 clusters Score -1562985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1562983.000000 Penalty: 4931.249023
	Iteration 28Q: 3 clusters Score -1562983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1562983.000000 Penalty: 4931.249023
	Iteration 29F: 3 clusters Score -1562983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 8 contains 9442 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Entering Unmasked Estep 
Score: -150321792.000000 Penalty: 89228.789062
Splitting cluster 4 changes total score from -150211440.000000 to -150321792.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (61403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Entering Unmasked Estep 
Score: -4959068.500000 Penalty: 2734.253174
	Iteration 0F: 2 clusters Score -4959068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4917853.000000 Penalty: 5468.506348
	Iteration 0F: 3 clusters Score -4917853 nChanged 28581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4934532.000000 Penalty: 5468.506348
	Iteration 1F: 3 clusters Score -4934532 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4936210.000000 Penalty: 5468.506348
	Iteration 2F: 3 clusters Score -4936210 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4939224.000000 Penalty: 5468.506348
	Iteration 3F: 3 clusters Score -4939224 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -4943349.500000 Penalty: 5468.506348
	Iteration 4F: 3 clusters Score -4943350 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -4947559.500000 Penalty: 5468.506348
	Iteration 5F: 3 clusters Score -4947560 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -4950448.000000 Penalty: 5468.506348
	Iteration 6F: 3 clusters Score -4950448 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -4952079.000000 Penalty: 5468.506348
	Iteration 7Q: 3 clusters Score -4952079 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -4952985.000000 Penalty: 5468.506348
	Iteration 8Q: 3 clusters Score -4952985 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -4953621.500000 Penalty: 5468.506348
	Iteration 9Q: 3 clusters Score -4953622 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -4954162.500000 Penalty: 5468.506348
	Iteration 10Q: 3 clusters Score -4954162 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -4954631.500000 Penalty: 5468.506348
	Iteration 11Q: 3 clusters Score -4954632 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -4955096.000000 Penalty: 5468.506348
	Iteration 12Q: 3 clusters Score -4955096 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -4955551.500000 Penalty: 5468.506348
	Iteration 13Q: 3 clusters Score -4955552 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -4955908.500000 Penalty: 5468.506348
	Iteration 14Q: 3 clusters Score -4955908 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -4956247.500000 Penalty: 5468.506348
	Iteration 15Q: 3 clusters Score -4956248 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -4956499.000000 Penalty: 5468.506348
	Iteration 16Q: 3 clusters Score -4956499 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -4956757.000000 Penalty: 5468.506348
	Iteration 17Q: 3 clusters Score -4956757 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -4956934.500000 Penalty: 5468.506348
	Iteration 18Q: 3 clusters Score -4956934 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -4957087.000000 Penalty: 5468.506348
	Iteration 19Q: 3 clusters Score -4957087 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -4957188.500000 Penalty: 5468.506348
	Iteration 20F: 3 clusters Score -4957188 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -4957265.500000 Penalty: 5468.506348
	Iteration 21Q: 3 clusters Score -4957266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -4957366.000000 Penalty: 5468.506348
	Iteration 22Q: 3 clusters Score -4957366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -4957463.500000 Penalty: 5468.506348
	Iteration 23Q: 3 clusters Score -4957464 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -4957551.500000 Penalty: 5468.506348
	Iteration 24Q: 3 clusters Score -4957552 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -4957614.500000 Penalty: 5468.506348
	Iteration 25Q: 3 clusters Score -4957614 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -4957691.000000 Penalty: 5468.506348
	Iteration 26Q: 3 clusters Score -4957691 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -4957734.000000 Penalty: 5468.506348
	Iteration 27Q: 3 clusters Score -4957734 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -4957792.000000 Penalty: 5468.506348
	Iteration 28Q: 3 clusters Score -4957792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -4957836.000000 Penalty: 5468.506348
	Iteration 29Q: 3 clusters Score -4957836 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -4957848.000000 Penalty: 5468.506348
	Iteration 30Q: 3 clusters Score -4957848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -4957894.500000 Penalty: 5468.506348
	Iteration 31Q: 3 clusters Score -4957894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -4957928.000000 Penalty: 5468.506348
	Iteration 32Q: 3 clusters Score -4957928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -4957984.000000 Penalty: 5468.506348
	Iteration 33Q: 3 clusters Score -4957984 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -4957989.000000 Penalty: 5468.506348
	Iteration 34Q: 3 clusters Score -4957989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -4957996.500000 Penalty: 5468.506348
	Iteration 35Q: 3 clusters Score -4957996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -4958009.500000 Penalty: 5468.506348
	Iteration 36Q: 3 clusters Score -4958010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -4958050.000000 Penalty: 5468.506348
	Iteration 37Q: 3 clusters Score -4958050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -4958066.000000 Penalty: 5468.506348
	Iteration 38Q: 3 clusters Score -4958066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -4958072.500000 Penalty: 5468.506348
	Iteration 39Q: 3 clusters Score -4958072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -4958085.500000 Penalty: 5468.506348
	Iteration 40F: 3 clusters Score -4958086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -4958098.500000 Penalty: 5468.506348
	Iteration 41Q: 3 clusters Score -4958098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -4958113.500000 Penalty: 5468.506348
	Iteration 42Q: 3 clusters Score -4958114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -4958111.000000 Penalty: 5468.506348
	Iteration 43Q: 3 clusters Score -4958111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -4958109.000000 Penalty: 5468.506348
	Iteration 44Q: 3 clusters Score -4958109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -4958112.000000 Penalty: 5468.506348
	Iteration 45Q: 3 clusters Score -4958112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -4958123.000000 Penalty: 5468.506348
	Iteration 46Q: 3 clusters Score -4958123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -4958124.000000 Penalty: 5468.506348
	Iteration 47Q: 3 clusters Score -4958124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -4958130.000000 Penalty: 5468.506348
	Iteration 48Q: 3 clusters Score -4958130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -4958136.000000 Penalty: 5468.506348
	Iteration 49Q: 3 clusters Score -4958136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -4958160.500000 Penalty: 5468.506348
	Iteration 50Q: 3 clusters Score -4958160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -4958154.000000 Penalty: 5468.506348
	Iteration 51Q: 3 clusters Score -4958154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -4958159.500000 Penalty: 5468.506348
	Iteration 52Q: 3 clusters Score -4958160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -4958159.500000 Penalty: 5468.506348
	Iteration 53Q: 3 clusters Score -4958160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -4958172.500000 Penalty: 5468.506348
	Iteration 54Q: 3 clusters Score -4958172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -4958168.500000 Penalty: 5468.506348
	Iteration 55Q: 3 clusters Score -4958168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -4958172.500000 Penalty: 5468.506348
	Iteration 56Q: 3 clusters Score -4958172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -4958169.000000 Penalty: 5468.506348
	Iteration 57Q: 3 clusters Score -4958169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -4958178.000000 Penalty: 5468.506348
	Iteration 58Q: 3 clusters Score -4958178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -4958186.500000 Penalty: 5468.506348
	Iteration 59Q: 3 clusters Score -4958186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -4958195.000000 Penalty: 5468.506348
	Iteration 60F: 3 clusters Score -4958195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -4958212.500000 Penalty: 5468.506348
	Iteration 61Q: 3 clusters Score -4958212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -4958211.000000 Penalty: 5468.506348
	Iteration 62Q: 3 clusters Score -4958211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -4958223.500000 Penalty: 5468.506348
	Iteration 63Q: 3 clusters Score -4958224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -4958221.500000 Penalty: 5468.506348
	Iteration 64Q: 3 clusters Score -4958222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -4958222.500000 Penalty: 5468.506348
	Iteration 65Q: 3 clusters Score -4958222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -4958236.000000 Penalty: 5468.506348
	Iteration 66Q: 3 clusters Score -4958236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -4958231.000000 Penalty: 5468.506348
	Iteration 67Q: 3 clusters Score -4958231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -4958246.000000 Penalty: 5468.506348
	Iteration 68Q: 3 clusters Score -4958246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -4958252.500000 Penalty: 5468.506348
	Iteration 69Q: 3 clusters Score -4958252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -4958258.500000 Penalty: 5468.506348
	Iteration 70Q: 3 clusters Score -4958258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -4958260.500000 Penalty: 5468.506348
	Iteration 71Q: 3 clusters Score -4958260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -4958273.500000 Penalty: 5468.506348
	Iteration 72Q: 3 clusters Score -4958274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -4958274.000000 Penalty: 5468.506348
	Iteration 73Q: 3 clusters Score -4958274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -4958272.500000 Penalty: 5468.506348
	Iteration 74Q: 3 clusters Score -4958272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -4958270.500000 Penalty: 5468.506348
	Iteration 75Q: 3 clusters Score -4958270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -4958275.000000 Penalty: 5468.506348
	Iteration 76Q: 3 clusters Score -4958275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -4958272.500000 Penalty: 5468.506348
	Iteration 77Q: 3 clusters Score -4958272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -4958274.000000 Penalty: 5468.506348
	Iteration 78Q: 3 clusters Score -4958274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -4958274.000000 Penalty: 5468.506348
	Iteration 79Q: 3 clusters Score -4958274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -4958269.000000 Penalty: 5468.506348
	Iteration 80F: 3 clusters Score -4958269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -4958269.000000 Penalty: 5468.506348
	Iteration 81Q: 3 clusters Score -4958269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -4958273.000000 Penalty: 5468.506348
	Iteration 82Q: 3 clusters Score -4958273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -4958282.000000 Penalty: 5468.506348
	Iteration 83Q: 3 clusters Score -4958282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -4958283.000000 Penalty: 5468.506348
	Iteration 84Q: 3 clusters Score -4958283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -4958283.500000 Penalty: 5468.506348
	Iteration 85Q: 3 clusters Score -4958284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -4958290.500000 Penalty: 5468.506348
	Iteration 86Q: 3 clusters Score -4958290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -4958290.000000 Penalty: 5468.506348
	Iteration 87Q: 3 clusters Score -4958290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -4958298.000000 Penalty: 5468.506348
	Iteration 88Q: 3 clusters Score -4958298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -4958299.500000 Penalty: 5468.506348
	Iteration 89Q: 3 clusters Score -4958300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -4958296.000000 Penalty: 5468.506348
	Iteration 90Q: 3 clusters Score -4958296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -4958295.000000 Penalty: 5468.506348
	Iteration 91Q: 3 clusters Score -4958295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -4958300.000000 Penalty: 5468.506348
	Iteration 92Q: 3 clusters Score -4958300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -4958295.000000 Penalty: 5468.506348
	Iteration 93Q: 3 clusters Score -4958295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -4958301.000000 Penalty: 5468.506348
	Iteration 94Q: 3 clusters Score -4958301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -4958295.500000 Penalty: 5468.506348
	Iteration 95Q: 3 clusters Score -4958296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -4958298.500000 Penalty: 5468.506348
	Iteration 96Q: 3 clusters Score -4958298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -4958303.000000 Penalty: 5468.506348
	Iteration 97Q: 3 clusters Score -4958303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -4958299.500000 Penalty: 5468.506348
	Iteration 98Q: 3 clusters Score -4958300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -4958302.500000 Penalty: 5468.506348
	Iteration 99Q: 3 clusters Score -4958302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -4958303.500000 Penalty: 5468.506348
	Iteration 100F: 3 clusters Score -4958304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -4958302.000000 Penalty: 5468.506348
	Iteration 101Q: 3 clusters Score -4958302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -4958310.000000 Penalty: 5468.506348
	Iteration 102Q: 3 clusters Score -4958310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -4958301.500000 Penalty: 5468.506348
	Iteration 103Q: 3 clusters Score -4958302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -4958311.000000 Penalty: 5468.506348
	Iteration 104Q: 3 clusters Score -4958311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -4958313.000000 Penalty: 5468.506348
	Iteration 105Q: 3 clusters Score -4958313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -4958315.000000 Penalty: 5468.506348
	Iteration 106Q: 3 clusters Score -4958315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -4958321.500000 Penalty: 5468.506348
	Iteration 107Q: 3 clusters Score -4958322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -4958332.500000 Penalty: 5468.506348
	Iteration 108Q: 3 clusters Score -4958332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -4958339.500000 Penalty: 5468.506348
	Iteration 109Q: 3 clusters Score -4958340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -4958339.000000 Penalty: 5468.506348
	Iteration 110Q: 3 clusters Score -4958339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -4958343.000000 Penalty: 5468.506348
	Iteration 111Q: 3 clusters Score -4958343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -4958348.500000 Penalty: 5468.506348
	Iteration 112Q: 3 clusters Score -4958348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -4958348.000000 Penalty: 5468.506348
	Iteration 113Q: 3 clusters Score -4958348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -4958355.500000 Penalty: 5468.506348
	Iteration 114Q: 3 clusters Score -4958356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -4958349.500000 Penalty: 5468.506348
	Iteration 115Q: 3 clusters Score -4958350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -4958350.500000 Penalty: 5468.506348
	Iteration 116Q: 3 clusters Score -4958350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -4958350.500000 Penalty: 5468.506348
	Iteration 117F: 3 clusters Score -4958350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Entering Unmasked Estep 
Score: -1257056.500000 Penalty: 2436.837646
	Iteration 0F: 2 clusters Score -1257056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1244039.875000 Penalty: 4873.675293
	Iteration 0F: 3 clusters Score -1244040 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1249748.625000 Penalty: 4873.675293
	Iteration 1F: 3 clusters Score -1249749 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1252715.000000 Penalty: 4873.675293
	Iteration 2F: 3 clusters Score -1252715 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1255930.125000 Penalty: 4873.675293
	Iteration 3F: 3 clusters Score -1255930 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1257898.625000 Penalty: 4873.675293
	Iteration 4F: 3 clusters Score -1257899 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1258980.000000 Penalty: 4873.675293
	Iteration 5F: 3 clusters Score -1258980 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1259547.375000 Penalty: 4873.675293
	Iteration 6Q: 3 clusters Score -1259547 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1259779.250000 Penalty: 4873.675293
	Iteration 7Q: 3 clusters Score -1259779 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1259897.125000 Penalty: 4873.675293
	Iteration 8Q: 3 clusters Score -1259897 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1259960.125000 Penalty: 4873.675293
	Iteration 9Q: 3 clusters Score -1259960 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1260000.500000 Penalty: 4873.675293
	Iteration 10Q: 3 clusters Score -1260000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1260026.625000 Penalty: 4873.675293
	Iteration 11Q: 3 clusters Score -1260027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1260039.875000 Penalty: 4873.675293
	Iteration 12Q: 3 clusters Score -1260040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1260043.750000 Penalty: 4873.675293
	Iteration 13Q: 3 clusters Score -1260044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1260051.875000 Penalty: 4873.675293
	Iteration 14Q: 3 clusters Score -1260052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1260058.000000 Penalty: 4873.675293
	Iteration 15Q: 3 clusters Score -1260058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1260063.500000 Penalty: 4873.675293
	Iteration 16Q: 3 clusters Score -1260064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1260067.875000 Penalty: 4873.675293
	Iteration 17Q: 3 clusters Score -1260068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1260069.500000 Penalty: 4873.675293
	Iteration 18Q: 3 clusters Score -1260070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1260069.625000 Penalty: 4873.675293
	Iteration 19Q: 3 clusters Score -1260070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1260076.000000 Penalty: 4873.675293
	Iteration 20F: 3 clusters Score -1260076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1260076.750000 Penalty: 4873.675293
	Iteration 21Q: 3 clusters Score -1260077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1260075.375000 Penalty: 4873.675293
	Iteration 22Q: 3 clusters Score -1260075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1260080.250000 Penalty: 4873.675293
	Iteration 23Q: 3 clusters Score -1260080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1260081.625000 Penalty: 4873.675293
	Iteration 24Q: 3 clusters Score -1260082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1260079.750000 Penalty: 4873.675293
	Iteration 25Q: 3 clusters Score -1260080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1260082.125000 Penalty: 4873.675293
	Iteration 26Q: 3 clusters Score -1260082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1260084.875000 Penalty: 4873.675293
	Iteration 27Q: 3 clusters Score -1260085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1260092.375000 Penalty: 4873.675293
	Iteration 28Q: 3 clusters Score -1260092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1260091.250000 Penalty: 4873.675293
	Iteration 29Q: 3 clusters Score -1260091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1260090.000000 Penalty: 4873.675293
	Iteration 30Q: 3 clusters Score -1260090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1260094.875000 Penalty: 4873.675293
	Iteration 31Q: 3 clusters Score -1260095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1260100.125000 Penalty: 4873.675293
	Iteration 32Q: 3 clusters Score -1260100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1260103.000000 Penalty: 4873.675293
	Iteration 33Q: 3 clusters Score -1260103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1260109.000000 Penalty: 4873.675293
	Iteration 34Q: 3 clusters Score -1260109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1260107.125000 Penalty: 4873.675293
	Iteration 35Q: 3 clusters Score -1260107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1260110.625000 Penalty: 4873.675293
	Iteration 36Q: 3 clusters Score -1260111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1260113.750000 Penalty: 4873.675293
	Iteration 37Q: 3 clusters Score -1260114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1260117.750000 Penalty: 4873.675293
	Iteration 38Q: 3 clusters Score -1260118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1260118.000000 Penalty: 4873.675293
	Iteration 39Q: 3 clusters Score -1260118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1260120.125000 Penalty: 4873.675293
	Iteration 40F: 3 clusters Score -1260120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1260121.125000 Penalty: 4873.675293
	Iteration 41Q: 3 clusters Score -1260121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1260119.625000 Penalty: 4873.675293
	Iteration 42Q: 3 clusters Score -1260120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1260122.250000 Penalty: 4873.675293
	Iteration 43Q: 3 clusters Score -1260122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1260121.250000 Penalty: 4873.675293
	Iteration 44Q: 3 clusters Score -1260121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1260123.625000 Penalty: 4873.675293
	Iteration 45Q: 3 clusters Score -1260124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1260123.125000 Penalty: 4873.675293
	Iteration 46Q: 3 clusters Score -1260123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1260126.375000 Penalty: 4873.675293
	Iteration 47Q: 3 clusters Score -1260126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1260128.375000 Penalty: 4873.675293
	Iteration 48Q: 3 clusters Score -1260128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1260131.375000 Penalty: 4873.675293
	Iteration 49Q: 3 clusters Score -1260131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1260129.375000 Penalty: 4873.675293
	Iteration 50Q: 3 clusters Score -1260129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1260130.875000 Penalty: 4873.675293
	Iteration 51Q: 3 clusters Score -1260131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1260132.875000 Penalty: 4873.675293
	Iteration 52Q: 3 clusters Score -1260133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1260141.125000 Penalty: 4873.675293
	Iteration 53Q: 3 clusters Score -1260141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1260147.000000 Penalty: 4873.675293
	Iteration 54Q: 3 clusters Score -1260147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1260153.000000 Penalty: 4873.675293
	Iteration 55Q: 3 clusters Score -1260153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1260158.625000 Penalty: 4873.675293
	Iteration 56Q: 3 clusters Score -1260159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1260157.625000 Penalty: 4873.675293
	Iteration 57Q: 3 clusters Score -1260158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1260165.500000 Penalty: 4873.675293
	Iteration 58Q: 3 clusters Score -1260166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1260163.500000 Penalty: 4873.675293
	Iteration 59Q: 3 clusters Score -1260164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1260167.750000 Penalty: 4873.675293
	Iteration 60F: 3 clusters Score -1260168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1260172.375000 Penalty: 4873.675293
	Iteration 61Q: 3 clusters Score -1260172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1260173.125000 Penalty: 4873.675293
	Iteration 62Q: 3 clusters Score -1260173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1260185.625000 Penalty: 4873.675293
	Iteration 63Q: 3 clusters Score -1260186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1260190.375000 Penalty: 4873.675293
	Iteration 64Q: 3 clusters Score -1260190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1260195.750000 Penalty: 4873.675293
	Iteration 65Q: 3 clusters Score -1260196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1260200.375000 Penalty: 4873.675293
	Iteration 66Q: 3 clusters Score -1260200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1260209.000000 Penalty: 4873.675293
	Iteration 67Q: 3 clusters Score -1260209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1260212.500000 Penalty: 4873.675293
	Iteration 68Q: 3 clusters Score -1260212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1260214.750000 Penalty: 4873.675293
	Iteration 69Q: 3 clusters Score -1260215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1260227.000000 Penalty: 4873.675293
	Iteration 70Q: 3 clusters Score -1260227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1260247.000000 Penalty: 4873.675293
	Iteration 71Q: 3 clusters Score -1260247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1260265.500000 Penalty: 4873.675293
	Iteration 72Q: 3 clusters Score -1260266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1260285.625000 Penalty: 4873.675293
	Iteration 73Q: 3 clusters Score -1260286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1260300.750000 Penalty: 4873.675293
	Iteration 74Q: 3 clusters Score -1260301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1260316.375000 Penalty: 4873.675293
	Iteration 75Q: 3 clusters Score -1260316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1260328.250000 Penalty: 4873.675293
	Iteration 76Q: 3 clusters Score -1260328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1260344.625000 Penalty: 4873.675293
	Iteration 77Q: 3 clusters Score -1260345 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1260362.875000 Penalty: 4873.675293
	Iteration 78Q: 3 clusters Score -1260363 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1260394.000000 Penalty: 4873.675293
	Iteration 79Q: 3 clusters Score -1260394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1260418.000000 Penalty: 4873.675293
	Iteration 80F: 3 clusters Score -1260418 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1260453.250000 Penalty: 4873.675293
	Iteration 81Q: 3 clusters Score -1260453 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1260495.625000 Penalty: 4873.675293
	Iteration 82Q: 3 clusters Score -1260496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1260558.375000 Penalty: 4873.675293
	Iteration 83Q: 3 clusters Score -1260558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1260622.125000 Penalty: 4873.675293
	Iteration 84Q: 3 clusters Score -1260622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1260678.750000 Penalty: 4873.675293
	Iteration 85Q: 3 clusters Score -1260679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1260737.875000 Penalty: 4873.675293
	Iteration 86Q: 3 clusters Score -1260738 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1260807.000000 Penalty: 4873.675293
	Iteration 87Q: 3 clusters Score -1260807 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1260878.250000 Penalty: 4873.675293
	Iteration 88Q: 3 clusters Score -1260878 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1260940.875000 Penalty: 4873.675293
	Iteration 89Q: 3 clusters Score -1260941 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1261004.125000 Penalty: 4873.675293
	Iteration 90Q: 3 clusters Score -1261004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1261069.625000 Penalty: 4873.675293
	Iteration 91Q: 3 clusters Score -1261070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1261129.750000 Penalty: 4873.675293
	Iteration 92Q: 3 clusters Score -1261130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1261209.125000 Penalty: 4873.675293
	Iteration 93Q: 3 clusters Score -1261209 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1261318.500000 Penalty: 4873.675293
	Iteration 94Q: 3 clusters Score -1261318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1261450.000000 Penalty: 4873.675293
	Iteration 95Q: 3 clusters Score -1261450 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1261617.750000 Penalty: 4873.675293
	Iteration 96Q: 3 clusters Score -1261618 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1261778.625000 Penalty: 4873.675293
	Iteration 97Q: 3 clusters Score -1261779 nChanged 169
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Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1261907.125000 Penalty: 4873.675293
	Iteration 98Q: 3 clusters Score -1261907 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1261987.500000 Penalty: 4873.675293
	Iteration 99Q: 3 clusters Score -1261988 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1262046.375000 Penalty: 4873.675293
	Iteration 100F: 3 clusters Score -1262046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1262071.750000 Penalty: 4873.675293
	Iteration 101Q: 3 clusters Score -1262072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1262093.000000 Penalty: 4873.675293
	Iteration 102Q: 3 clusters Score -1262093 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1262115.250000 Penalty: 4873.675293
	Iteration 103Q: 3 clusters Score -1262115 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1262138.625000 Penalty: 4873.675293
	Iteration 104Q: 3 clusters Score -1262139 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1262166.625000 Penalty: 4873.675293
	Iteration 105Q: 3 clusters Score -1262167 nChanged 72
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Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1262201.625000 Penalty: 4873.675293
	Iteration 106Q: 3 clusters Score -1262202 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1262281.375000 Penalty: 4873.675293
	Iteration 107Q: 3 clusters Score -1262281 nChanged 126
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1262463.625000 Penalty: 4873.675293
	Iteration 108Q: 3 clusters Score -1262464 nChanged 164
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Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1262687.375000 Penalty: 4873.675293
	Iteration 109Q: 3 clusters Score -1262687 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1262822.125000 Penalty: 4873.675293
	Iteration 110Q: 3 clusters Score -1262822 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1262877.000000 Penalty: 4873.675293
	Iteration 111Q: 3 clusters Score -1262877 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1262905.125000 Penalty: 4873.675293
	Iteration 112Q: 3 clusters Score -1262905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1262918.750000 Penalty: 4873.675293
	Iteration 113Q: 3 clusters Score -1262919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1262929.125000 Penalty: 4873.675293
	Iteration 114Q: 3 clusters Score -1262929 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1262932.500000 Penalty: 4873.675293
	Iteration 115Q: 3 clusters Score -1262932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1262940.000000 Penalty: 4873.675293
	Iteration 116Q: 3 clusters Score -1262940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1262937.750000 Penalty: 4873.675293
	Iteration 117Q: 3 clusters Score -1262938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1262938.000000 Penalty: 4873.675293
	Iteration 118Q: 3 clusters Score -1262938 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1262938.000000 Penalty: 4873.675293
	Iteration 119Q: 3 clusters Score -1262938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1262992.250000 Penalty: 4873.675293
	Iteration 120F: 3 clusters Score -1262992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1263023.875000 Penalty: 4873.675293
	Iteration 121Q: 3 clusters Score -1263024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1263067.125000 Penalty: 4873.675293
	Iteration 122Q: 3 clusters Score -1263067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1263085.250000 Penalty: 4873.675293
	Iteration 123Q: 3 clusters Score -1263085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1263102.500000 Penalty: 4873.675293
	Iteration 124Q: 3 clusters Score -1263102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1263118.000000 Penalty: 4873.675293
	Iteration 125Q: 3 clusters Score -1263118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1263139.250000 Penalty: 4873.675293
	Iteration 126Q: 3 clusters Score -1263139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1263147.250000 Penalty: 4873.675293
	Iteration 127Q: 3 clusters Score -1263147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1263153.375000 Penalty: 4873.675293
	Iteration 128Q: 3 clusters Score -1263153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1263157.750000 Penalty: 4873.675293
	Iteration 129Q: 3 clusters Score -1263158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1263160.125000 Penalty: 4873.675293
	Iteration 130Q: 3 clusters Score -1263160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1263163.125000 Penalty: 4873.675293
	Iteration 131Q: 3 clusters Score -1263163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1263161.500000 Penalty: 4873.675293
	Iteration 132Q: 3 clusters Score -1263162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1263160.750000 Penalty: 4873.675293
	Iteration 133Q: 3 clusters Score -1263161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1263163.625000 Penalty: 4873.675293
	Iteration 134Q: 3 clusters Score -1263164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1263166.000000 Penalty: 4873.675293
	Iteration 135Q: 3 clusters Score -1263166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1263165.125000 Penalty: 4873.675293
	Iteration 136Q: 3 clusters Score -1263165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1263168.000000 Penalty: 4873.675293
	Iteration 137Q: 3 clusters Score -1263168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1263175.875000 Penalty: 4873.675293
	Iteration 138F: 3 clusters Score -1263176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1263179.125000 Penalty: 4873.675293
	Iteration 139Q: 3 clusters Score -1263179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1263178.250000 Penalty: 4873.675293
	Iteration 140F: 3 clusters Score -1263178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1263178.625000 Penalty: 4873.675293
	Iteration 141Q: 3 clusters Score -1263179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1263181.000000 Penalty: 4873.675293
	Iteration 142Q: 3 clusters Score -1263181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1263179.625000 Penalty: 4873.675293
	Iteration 143Q: 3 clusters Score -1263180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1263180.250000 Penalty: 4873.675293
	Iteration 144Q: 3 clusters Score -1263180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1263180.500000 Penalty: 4873.675293
	Iteration 145Q: 3 clusters Score -1263180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1263180.625000 Penalty: 4873.675293
	Iteration 146Q: 3 clusters Score -1263181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1263183.125000 Penalty: 4873.675293
	Iteration 147Q: 3 clusters Score -1263183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1263182.500000 Penalty: 4873.675293
	Iteration 148Q: 3 clusters Score -1263182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1263180.750000 Penalty: 4873.675293
	Iteration 149Q: 3 clusters Score -1263181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1263179.375000 Penalty: 4873.675293
	Iteration 150Q: 3 clusters Score -1263179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1263180.500000 Penalty: 4873.675293
	Iteration 151Q: 3 clusters Score -1263180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1263180.500000 Penalty: 4873.675293
	Iteration 152F: 3 clusters Score -1263180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 12777 members 
Mstep: Class 8 contains 9442 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Entering Unmasked Estep 
Score: -150326160.000000 Penalty: 92797.945312
Splitting cluster 6 changes total score from -150211440.000000 to -150326160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -892146.312500 Penalty: 2344.939697
	Iteration 0F: 2 clusters Score -892146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -882878.125000 Penalty: 4689.879395
	Iteration 0F: 3 clusters Score -882878.1 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -888778.937500 Penalty: 4689.879395
	Iteration 1F: 3 clusters Score -888778.9 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -893695.187500 Penalty: 4689.879395
	Iteration 2F: 3 clusters Score -893695.2 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -899529.750000 Penalty: 4689.879395
	Iteration 3F: 3 clusters Score -899529.8 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -905919.875000 Penalty: 4689.879395
	Iteration 4F: 3 clusters Score -905919.9 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -911839.812500 Penalty: 4689.879395
	Iteration 5F: 3 clusters Score -911839.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -915151.062500 Penalty: 4689.879395
	Iteration 6F: 3 clusters Score -915151.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -915838.875000 Penalty: 4689.879395
	Iteration 7Q: 3 clusters Score -915838.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -916089.625000 Penalty: 4689.879395
	Iteration 8Q: 3 clusters Score -916089.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -916235.750000 Penalty: 4689.879395
	Iteration 9Q: 3 clusters Score -916235.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -916308.062500 Penalty: 4689.879395
	Iteration 10Q: 3 clusters Score -916308.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -916364.187500 Penalty: 4689.879395
	Iteration 11Q: 3 clusters Score -916364.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -916419.812500 Penalty: 4689.879395
	Iteration 12Q: 3 clusters Score -916419.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -916469.375000 Penalty: 4689.879395
	Iteration 13Q: 3 clusters Score -916469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -916493.562500 Penalty: 4689.879395
	Iteration 14Q: 3 clusters Score -916493.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -916510.375000 Penalty: 4689.879395
	Iteration 15Q: 3 clusters Score -916510.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -916522.062500 Penalty: 4689.879395
	Iteration 16Q: 3 clusters Score -916522.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -916527.687500 Penalty: 4689.879395
	Iteration 17Q: 3 clusters Score -916527.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -916535.062500 Penalty: 4689.879395
	Iteration 18Q: 3 clusters Score -916535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -916538.125000 Penalty: 4689.879395
	Iteration 19Q: 3 clusters Score -916538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -916542.125000 Penalty: 4689.879395
	Iteration 20F: 3 clusters Score -916542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -916543.875000 Penalty: 4689.879395
	Iteration 21Q: 3 clusters Score -916543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -916546.875000 Penalty: 4689.879395
	Iteration 22Q: 3 clusters Score -916546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -916547.125000 Penalty: 4689.879395
	Iteration 23Q: 3 clusters Score -916547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -916547.062500 Penalty: 4689.879395
	Iteration 24Q: 3 clusters Score -916547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -916547.062500 Penalty: 4689.879395
	Iteration 25F: 3 clusters Score -916547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 9442 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Entering Unmasked Estep 
Score: -150348800.000000 Penalty: 96367.093750
Splitting cluster 7 changes total score from -150211440.000000 to -150348800.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -577731.375000 Penalty: 2269.925049
	Iteration 0F: 2 clusters Score -577731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -570624.312500 Penalty: 4539.850098
	Iteration 0F: 3 clusters Score -570624.3 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -574923.687500 Penalty: 4539.850098
	Iteration 1F: 3 clusters Score -574923.7 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -577506.125000 Penalty: 4539.850098
	Iteration 2F: 3 clusters Score -577506.1 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -580436.000000 Penalty: 4539.850098
	Iteration 3F: 3 clusters Score -580436 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -583497.812500 Penalty: 4539.850098
	Iteration 4F: 3 clusters Score -583497.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -585852.250000 Penalty: 4539.850098
	Iteration 5F: 3 clusters Score -585852.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -586875.000000 Penalty: 4539.850098
	Iteration 6F: 3 clusters Score -586875 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -587405.687500 Penalty: 4539.850098
	Iteration 7Q: 3 clusters Score -587405.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -587885.375000 Penalty: 4539.850098
	Iteration 8Q: 3 clusters Score -587885.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -588042.250000 Penalty: 4539.850098
	Iteration 9Q: 3 clusters Score -588042.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -588067.500000 Penalty: 4539.850098
	Iteration 10Q: 3 clusters Score -588067.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -588074.062500 Penalty: 4539.850098
	Iteration 11Q: 3 clusters Score -588074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -588076.375000 Penalty: 4539.850098
	Iteration 12Q: 3 clusters Score -588076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -588079.500000 Penalty: 4539.850098
	Iteration 13Q: 3 clusters Score -588079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -588079.312500 Penalty: 4539.850098
	Iteration 14Q: 3 clusters Score -588079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -588081.437500 Penalty: 4539.850098
	Iteration 15Q: 3 clusters Score -588081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -588083.687500 Penalty: 4539.850098
	Iteration 16Q: 3 clusters Score -588083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -588082.750000 Penalty: 4539.850098
	Iteration 17Q: 3 clusters Score -588082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -588082.875000 Penalty: 4539.850098
	Iteration 18Q: 3 clusters Score -588082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -588082.562500 Penalty: 4539.850098
	Iteration 19Q: 3 clusters Score -588082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -588083.375000 Penalty: 4539.850098
	Iteration 20F: 3 clusters Score -588083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -588082.937500 Penalty: 4539.850098
	Iteration 21Q: 3 clusters Score -588082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -588083.375000 Penalty: 4539.850098
	Iteration 22Q: 3 clusters Score -588083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -588083.625000 Penalty: 4539.850098
	Iteration 23Q: 3 clusters Score -588083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -588083.250000 Penalty: 4539.850098
	Iteration 24Q: 3 clusters Score -588083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -588083.250000 Penalty: 4539.850098
	Iteration 25F: 3 clusters Score -588083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Entering Unmasked Estep 
Score: -150358256.000000 Penalty: 99936.250000
Splitting cluster 8 changes total score from -150211440.000000 to -150358256.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (21778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Entering Unmasked Estep 
Score: -1651606.125000 Penalty: 2477.186523
	Iteration 0F: 2 clusters Score -1651606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1636476.125000 Penalty: 4954.373047
	Iteration 0F: 3 clusters Score -1636476 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1641766.000000 Penalty: 4954.373047
	Iteration 1F: 3 clusters Score -1641766 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1642398.125000 Penalty: 4954.373047
	Iteration 2F: 3 clusters Score -1642398 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1643149.875000 Penalty: 4954.373047
	Iteration 3F: 3 clusters Score -1643150 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1644138.000000 Penalty: 4954.373047
	Iteration 4F: 3 clusters Score -1644138 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1645301.000000 Penalty: 4954.373047
	Iteration 5F: 3 clusters Score -1645301 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1646538.625000 Penalty: 4954.373047
	Iteration 6F: 3 clusters Score -1646539 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1647639.250000 Penalty: 4954.373047
	Iteration 7F: 3 clusters Score -1647639 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1648597.125000 Penalty: 4954.373047
	Iteration 8F: 3 clusters Score -1648597 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1649403.000000 Penalty: 4954.373047
	Iteration 9Q: 3 clusters Score -1649403 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1649964.250000 Penalty: 4954.373047
	Iteration 10Q: 3 clusters Score -1649964 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1650378.250000 Penalty: 4954.373047
	Iteration 11Q: 3 clusters Score -1650378 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1650684.125000 Penalty: 4954.373047
	Iteration 12Q: 3 clusters Score -1650684 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1650956.750000 Penalty: 4954.373047
	Iteration 13Q: 3 clusters Score -1650957 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1651359.125000 Penalty: 4954.373047
	Iteration 14Q: 3 clusters Score -1651359 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1652022.625000 Penalty: 4954.373047
	Iteration 15Q: 3 clusters Score -1652023 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1653120.125000 Penalty: 4954.373047
	Iteration 16Q: 3 clusters Score -1653120 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1654012.125000 Penalty: 4954.373047
	Iteration 17Q: 3 clusters Score -1654012 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1654287.125000 Penalty: 4954.373047
	Iteration 18Q: 3 clusters Score -1654287 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1654440.875000 Penalty: 4954.373047
	Iteration 19Q: 3 clusters Score -1654441 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1654568.125000 Penalty: 4954.373047
	Iteration 20F: 3 clusters Score -1654568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1654689.000000 Penalty: 4954.373047
	Iteration 21Q: 3 clusters Score -1654689 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1654821.125000 Penalty: 4954.373047
	Iteration 22Q: 3 clusters Score -1654821 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1654966.000000 Penalty: 4954.373047
	Iteration 23Q: 3 clusters Score -1654966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1655110.500000 Penalty: 4954.373047
	Iteration 24Q: 3 clusters Score -1655110 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1655247.000000 Penalty: 4954.373047
	Iteration 25Q: 3 clusters Score -1655247 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1655366.375000 Penalty: 4954.373047
	Iteration 26Q: 3 clusters Score -1655366 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1655457.875000 Penalty: 4954.373047
	Iteration 27Q: 3 clusters Score -1655458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1655550.000000 Penalty: 4954.373047
	Iteration 28Q: 3 clusters Score -1655550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1655613.375000 Penalty: 4954.373047
	Iteration 29Q: 3 clusters Score -1655613 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1655668.625000 Penalty: 4954.373047
	Iteration 30Q: 3 clusters Score -1655669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1655700.625000 Penalty: 4954.373047
	Iteration 31Q: 3 clusters Score -1655701 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1655756.625000 Penalty: 4954.373047
	Iteration 32Q: 3 clusters Score -1655757 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1655830.125000 Penalty: 4954.373047
	Iteration 33Q: 3 clusters Score -1655830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1655955.375000 Penalty: 4954.373047
	Iteration 34Q: 3 clusters Score -1655955 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1656167.500000 Penalty: 4954.373047
	Iteration 35Q: 3 clusters Score -1656168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1656547.875000 Penalty: 4954.373047
	Iteration 36Q: 3 clusters Score -1656548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1657061.875000 Penalty: 4954.373047
	Iteration 37Q: 3 clusters Score -1657062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1657660.500000 Penalty: 4954.373047
	Iteration 38Q: 3 clusters Score -1657660 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1658215.625000 Penalty: 4954.373047
	Iteration 39Q: 3 clusters Score -1658216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1658459.000000 Penalty: 4954.373047
	Iteration 40F: 3 clusters Score -1658459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1658505.750000 Penalty: 4954.373047
	Iteration 41Q: 3 clusters Score -1658506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1658517.125000 Penalty: 4954.373047
	Iteration 42Q: 3 clusters Score -1658517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1658519.250000 Penalty: 4954.373047
	Iteration 43Q: 3 clusters Score -1658519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1658516.875000 Penalty: 4954.373047
	Iteration 44Q: 3 clusters Score -1658517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1658522.500000 Penalty: 4954.373047
	Iteration 45Q: 3 clusters Score -1658522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1658521.375000 Penalty: 4954.373047
	Iteration 46Q: 3 clusters Score -1658521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1658521.000000 Penalty: 4954.373047
	Iteration 47Q: 3 clusters Score -1658521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1658521.000000 Penalty: 4954.373047
	Iteration 48F: 3 clusters Score -1658521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Entering Unmasked Estep 
Score: -150365280.000000 Penalty: 103505.398438
Splitting cluster 9 changes total score from -150211440.000000 to -150365280.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (19210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Entering Unmasked Estep 
Score: -1355631.500000 Penalty: 2446.070068
	Iteration 0F: 2 clusters Score -1355632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1342264.125000 Penalty: 4892.140137
	Iteration 0F: 3 clusters Score -1342264 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1349651.125000 Penalty: 4892.140137
	Iteration 1F: 3 clusters Score -1349651 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1357467.000000 Penalty: 4892.140137
	Iteration 2F: 3 clusters Score -1357467 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1365861.250000 Penalty: 4892.140137
	Iteration 3F: 3 clusters Score -1365861 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1368334.500000 Penalty: 4892.140137
	Iteration 4F: 3 clusters Score -1368334 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1369435.875000 Penalty: 4892.140137
	Iteration 5Q: 3 clusters Score -1369436 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1370784.000000 Penalty: 4892.140137
	Iteration 6Q: 3 clusters Score -1370784 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1372493.250000 Penalty: 4892.140137
	Iteration 7Q: 3 clusters Score -1372493 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1373412.000000 Penalty: 4892.140137
	Iteration 8Q: 3 clusters Score -1373412 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1373975.125000 Penalty: 4892.140137
	Iteration 9Q: 3 clusters Score -1373975 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1374297.125000 Penalty: 4892.140137
	Iteration 10Q: 3 clusters Score -1374297 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1374431.625000 Penalty: 4892.140137
	Iteration 11Q: 3 clusters Score -1374432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1374500.375000 Penalty: 4892.140137
	Iteration 12Q: 3 clusters Score -1374500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1374531.875000 Penalty: 4892.140137
	Iteration 13Q: 3 clusters Score -1374532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1374551.250000 Penalty: 4892.140137
	Iteration 14Q: 3 clusters Score -1374551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1374560.250000 Penalty: 4892.140137
	Iteration 15Q: 3 clusters Score -1374560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1374574.500000 Penalty: 4892.140137
	Iteration 16Q: 3 clusters Score -1374574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1374578.375000 Penalty: 4892.140137
	Iteration 17Q: 3 clusters Score -1374578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1374581.125000 Penalty: 4892.140137
	Iteration 18Q: 3 clusters Score -1374581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1374584.125000 Penalty: 4892.140137
	Iteration 19Q: 3 clusters Score -1374584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1374583.250000 Penalty: 4892.140137
	Iteration 20F: 3 clusters Score -1374583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1374587.000000 Penalty: 4892.140137
	Iteration 21Q: 3 clusters Score -1374587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1374588.375000 Penalty: 4892.140137
	Iteration 22Q: 3 clusters Score -1374588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1374591.375000 Penalty: 4892.140137
	Iteration 23Q: 3 clusters Score -1374591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1374591.250000 Penalty: 4892.140137
	Iteration 24Q: 3 clusters Score -1374591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1374591.875000 Penalty: 4892.140137
	Iteration 25Q: 3 clusters Score -1374592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1374591.875000 Penalty: 4892.140137
	Iteration 26F: 3 clusters Score -1374592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Entering Unmasked Estep 
Score: -150387456.000000 Penalty: 107074.554688
Splitting cluster 10 changes total score from -150211440.000000 to -150387456.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (106173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Entering Unmasked Estep 
Score: -8477325.000000 Penalty: 2870.060791
	Iteration 0F: 2 clusters Score -8477325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -8406171.000000 Penalty: 5740.121582
	Iteration 0F: 3 clusters Score -8406171 nChanged 50498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -8435500.000000 Penalty: 5740.121582
	Iteration 1F: 3 clusters Score -8435500 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -8437055.000000 Penalty: 5740.121582
	Iteration 2Q: 3 clusters Score -8437055 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -8439852.000000 Penalty: 5740.121582
	Iteration 3F: 3 clusters Score -8439852 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -8444830.000000 Penalty: 5740.121582
	Iteration 4F: 3 clusters Score -8444830 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8452520.000000 Penalty: 5740.121582
	Iteration 5F: 3 clusters Score -8452520 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -8460712.000000 Penalty: 5740.121582
	Iteration 6F: 3 clusters Score -8460712 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -8466686.000000 Penalty: 5740.121582
	Iteration 7F: 3 clusters Score -8466686 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -8469768.000000 Penalty: 5740.121582
	Iteration 8F: 3 clusters Score -8469768 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -8471275.000000 Penalty: 5740.121582
	Iteration 9Q: 3 clusters Score -8471275 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -8472228.000000 Penalty: 5740.121582
	Iteration 10Q: 3 clusters Score -8472228 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -8472931.000000 Penalty: 5740.121582
	Iteration 11Q: 3 clusters Score -8472931 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 92514 members 
Entering Unmasked Estep 
Score: -8473455.000000 Penalty: 5740.121582
	Iteration 12Q: 3 clusters Score -8473455 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -8473859.000000 Penalty: 5740.121582
	Iteration 13Q: 3 clusters Score -8473859 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -8474181.000000 Penalty: 5740.121582
	Iteration 14Q: 3 clusters Score -8474181 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -8474527.000000 Penalty: 5740.121582
	Iteration 15Q: 3 clusters Score -8474527 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -8474744.000000 Penalty: 5740.121582
	Iteration 16Q: 3 clusters Score -8474744 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -8474915.000000 Penalty: 5740.121582
	Iteration 17Q: 3 clusters Score -8474915 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -8475073.000000 Penalty: 5740.121582
	Iteration 18Q: 3 clusters Score -8475073 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -8475245.000000 Penalty: 5740.121582
	Iteration 19Q: 3 clusters Score -8475245 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -8475328.000000 Penalty: 5740.121582
	Iteration 20F: 3 clusters Score -8475328 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -8475417.000000 Penalty: 5740.121582
	Iteration 21Q: 3 clusters Score -8475417 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 100402 members 
Entering Unmasked Estep 
Score: -8475449.000000 Penalty: 5740.121582
	Iteration 22Q: 3 clusters Score -8475449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -8475500.000000 Penalty: 5740.121582
	Iteration 23Q: 3 clusters Score -8475500 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -8475509.000000 Penalty: 5740.121582
	Iteration 24Q: 3 clusters Score -8475509 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -8475544.000000 Penalty: 5740.121582
	Iteration 25Q: 3 clusters Score -8475544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -8475563.000000 Penalty: 5740.121582
	Iteration 26Q: 3 clusters Score -8475563 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -8475581.000000 Penalty: 5740.121582
	Iteration 27Q: 3 clusters Score -8475581 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 101433 members 
Entering Unmasked Estep 
Score: -8475602.000000 Penalty: 5740.121582
	Iteration 28Q: 3 clusters Score -8475602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -8475591.000000 Penalty: 5740.121582
	Iteration 29Q: 3 clusters Score -8475591 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -8475608.000000 Penalty: 5740.121582
	Iteration 30Q: 3 clusters Score -8475608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
Score: -8475625.000000 Penalty: 5740.121582
	Iteration 31Q: 3 clusters Score -8475625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -8475632.000000 Penalty: 5740.121582
	Iteration 32Q: 3 clusters Score -8475632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -8475637.000000 Penalty: 5740.121582
	Iteration 33Q: 3 clusters Score -8475637 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
Score: -8475652.000000 Penalty: 5740.121582
	Iteration 34Q: 3 clusters Score -8475652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -8475657.000000 Penalty: 5740.121582
	Iteration 35Q: 3 clusters Score -8475657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -8475670.000000 Penalty: 5740.121582
	Iteration 36Q: 3 clusters Score -8475670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -8475676.000000 Penalty: 5740.121582
	Iteration 37Q: 3 clusters Score -8475676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -8475692.000000 Penalty: 5740.121582
	Iteration 38Q: 3 clusters Score -8475692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -8475689.000000 Penalty: 5740.121582
	Iteration 39Q: 3 clusters Score -8475689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -8475688.000000 Penalty: 5740.121582
	Iteration 40F: 3 clusters Score -8475688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -8475691.000000 Penalty: 5740.121582
	Iteration 41Q: 3 clusters Score -8475691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -8475678.000000 Penalty: 5740.121582
	Iteration 42Q: 3 clusters Score -8475678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -8475672.000000 Penalty: 5740.121582
	Iteration 43Q: 3 clusters Score -8475672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -8475685.000000 Penalty: 5740.121582
	Iteration 44Q: 3 clusters Score -8475685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 102283 members 
Entering Unmasked Estep 
Score: -8475690.000000 Penalty: 5740.121582
	Iteration 45Q: 3 clusters Score -8475690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -8475692.000000 Penalty: 5740.121582
	Iteration 46Q: 3 clusters Score -8475692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -8475707.000000 Penalty: 5740.121582
	Iteration 47Q: 3 clusters Score -8475707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -8475702.000000 Penalty: 5740.121582
	Iteration 48Q: 3 clusters Score -8475702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -8475706.000000 Penalty: 5740.121582
	Iteration 49Q: 3 clusters Score -8475706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -8475703.000000 Penalty: 5740.121582
	Iteration 50Q: 3 clusters Score -8475703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 102334 members 
Entering Unmasked Estep 
Score: -8475701.000000 Penalty: 5740.121582
	Iteration 51Q: 3 clusters Score -8475701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -8475701.000000 Penalty: 5740.121582
	Iteration 52Q: 3 clusters Score -8475701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -8475697.000000 Penalty: 5740.121582
	Iteration 53Q: 3 clusters Score -8475697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -8475697.000000 Penalty: 5740.121582
	Iteration 54F: 3 clusters Score -8475697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Entering Unmasked Estep 
Score: -1556121.875000 Penalty: 2448.434326
	Iteration 0F: 2 clusters Score -1556122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1542533.000000 Penalty: 4896.868652
	Iteration 0F: 3 clusters Score -1542533 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1547697.250000 Penalty: 4896.868652
	Iteration 1F: 3 clusters Score -1547697 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1549254.500000 Penalty: 4896.868652
	Iteration 2F: 3 clusters Score -1549254 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1551203.250000 Penalty: 4896.868652
	Iteration 3F: 3 clusters Score -1551203 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1552789.125000 Penalty: 4896.868652
	Iteration 4F: 3 clusters Score -1552789 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1553725.750000 Penalty: 4896.868652
	Iteration 5F: 3 clusters Score -1553726 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1554164.375000 Penalty: 4896.868652
	Iteration 6Q: 3 clusters Score -1554164 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1554372.250000 Penalty: 4896.868652
	Iteration 7Q: 3 clusters Score -1554372 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1554506.375000 Penalty: 4896.868652
	Iteration 8Q: 3 clusters Score -1554506 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1554593.375000 Penalty: 4896.868652
	Iteration 9Q: 3 clusters Score -1554593 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1554658.000000 Penalty: 4896.868652
	Iteration 10Q: 3 clusters Score -1554658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1554703.875000 Penalty: 4896.868652
	Iteration 11Q: 3 clusters Score -1554704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1554755.875000 Penalty: 4896.868652
	Iteration 12Q: 3 clusters Score -1554756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1554803.375000 Penalty: 4896.868652
	Iteration 13Q: 3 clusters Score -1554803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1554836.750000 Penalty: 4896.868652
	Iteration 14Q: 3 clusters Score -1554837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1554870.375000 Penalty: 4896.868652
	Iteration 15Q: 3 clusters Score -1554870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1554892.500000 Penalty: 4896.868652
	Iteration 16Q: 3 clusters Score -1554892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1554910.875000 Penalty: 4896.868652
	Iteration 17Q: 3 clusters Score -1554911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1554932.750000 Penalty: 4896.868652
	Iteration 18Q: 3 clusters Score -1554933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1554946.000000 Penalty: 4896.868652
	Iteration 19Q: 3 clusters Score -1554946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1554954.000000 Penalty: 4896.868652
	Iteration 20F: 3 clusters Score -1554954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1554964.250000 Penalty: 4896.868652
	Iteration 21Q: 3 clusters Score -1554964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1554967.250000 Penalty: 4896.868652
	Iteration 22Q: 3 clusters Score -1554967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1554978.875000 Penalty: 4896.868652
	Iteration 23Q: 3 clusters Score -1554979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1554989.500000 Penalty: 4896.868652
	Iteration 24Q: 3 clusters Score -1554990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1554992.250000 Penalty: 4896.868652
	Iteration 25Q: 3 clusters Score -1554992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1554998.375000 Penalty: 4896.868652
	Iteration 26Q: 3 clusters Score -1554998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1555005.625000 Penalty: 4896.868652
	Iteration 27Q: 3 clusters Score -1555006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1555015.000000 Penalty: 4896.868652
	Iteration 28Q: 3 clusters Score -1555015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1555021.000000 Penalty: 4896.868652
	Iteration 29Q: 3 clusters Score -1555021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1555027.000000 Penalty: 4896.868652
	Iteration 30Q: 3 clusters Score -1555027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1555032.250000 Penalty: 4896.868652
	Iteration 31Q: 3 clusters Score -1555032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1555033.750000 Penalty: 4896.868652
	Iteration 32Q: 3 clusters Score -1555034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1555036.625000 Penalty: 4896.868652
	Iteration 33Q: 3 clusters Score -1555037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1555036.500000 Penalty: 4896.868652
	Iteration 34Q: 3 clusters Score -1555036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1555035.500000 Penalty: 4896.868652
	Iteration 35Q: 3 clusters Score -1555036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1555042.125000 Penalty: 4896.868652
	Iteration 36Q: 3 clusters Score -1555042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1555041.375000 Penalty: 4896.868652
	Iteration 37Q: 3 clusters Score -1555041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1555041.000000 Penalty: 4896.868652
	Iteration 38Q: 3 clusters Score -1555041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1555049.750000 Penalty: 4896.868652
	Iteration 39Q: 3 clusters Score -1555050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1555049.750000 Penalty: 4896.868652
	Iteration 40F: 3 clusters Score -1555050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1555046.875000 Penalty: 4896.868652
	Iteration 41Q: 3 clusters Score -1555047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1555046.500000 Penalty: 4896.868652
	Iteration 42Q: 3 clusters Score -1555046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1555051.375000 Penalty: 4896.868652
	Iteration 43Q: 3 clusters Score -1555051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1555052.625000 Penalty: 4896.868652
	Iteration 44Q: 3 clusters Score -1555053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1555052.000000 Penalty: 4896.868652
	Iteration 45Q: 3 clusters Score -1555052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1555054.875000 Penalty: 4896.868652
	Iteration 46Q: 3 clusters Score -1555055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1555054.375000 Penalty: 4896.868652
	Iteration 47Q: 3 clusters Score -1555054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1555056.250000 Penalty: 4896.868652
	Iteration 48Q: 3 clusters Score -1555056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1555054.250000 Penalty: 4896.868652
	Iteration 49Q: 3 clusters Score -1555054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1555055.375000 Penalty: 4896.868652
	Iteration 50Q: 3 clusters Score -1555055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1555056.125000 Penalty: 4896.868652
	Iteration 51Q: 3 clusters Score -1555056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1555060.125000 Penalty: 4896.868652
	Iteration 52Q: 3 clusters Score -1555060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1555060.750000 Penalty: 4896.868652
	Iteration 53Q: 3 clusters Score -1555061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1555061.625000 Penalty: 4896.868652
	Iteration 54Q: 3 clusters Score -1555062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1555067.625000 Penalty: 4896.868652
	Iteration 55Q: 3 clusters Score -1555068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1555067.000000 Penalty: 4896.868652
	Iteration 56Q: 3 clusters Score -1555067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1555070.500000 Penalty: 4896.868652
	Iteration 57Q: 3 clusters Score -1555070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1555071.875000 Penalty: 4896.868652
	Iteration 58Q: 3 clusters Score -1555072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1555071.250000 Penalty: 4896.868652
	Iteration 59Q: 3 clusters Score -1555071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1555072.750000 Penalty: 4896.868652
	Iteration 60F: 3 clusters Score -1555073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1555073.750000 Penalty: 4896.868652
	Iteration 61Q: 3 clusters Score -1555074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1555077.500000 Penalty: 4896.868652
	Iteration 62Q: 3 clusters Score -1555078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1555081.250000 Penalty: 4896.868652
	Iteration 63Q: 3 clusters Score -1555081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1555083.250000 Penalty: 4896.868652
	Iteration 64Q: 3 clusters Score -1555083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1555083.250000 Penalty: 4896.868652
	Iteration 65F: 3 clusters Score -1555083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Entering Unmasked Estep 
Score: -3644216.000000 Penalty: 2622.790527
	Iteration 0F: 2 clusters Score -3644216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3618052.500000 Penalty: 5245.581055
	Iteration 0F: 3 clusters Score -3618052 nChanged 17917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3639489.750000 Penalty: 5245.581055
	Iteration 1F: 3 clusters Score -3639490 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3658197.750000 Penalty: 5245.581055
	Iteration 2F: 3 clusters Score -3658198 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3665000.250000 Penalty: 5245.581055
	Iteration 3F: 3 clusters Score -3665000 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3666468.250000 Penalty: 5245.581055
	Iteration 4F: 3 clusters Score -3666468 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3666810.500000 Penalty: 5245.581055
	Iteration 5Q: 3 clusters Score -3666810 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3666893.000000 Penalty: 5245.581055
	Iteration 6Q: 3 clusters Score -3666893 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3666958.000000 Penalty: 5245.581055
	Iteration 7Q: 3 clusters Score -3666958 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3666974.500000 Penalty: 5245.581055
	Iteration 8Q: 3 clusters Score -3666974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3666990.000000 Penalty: 5245.581055
	Iteration 9Q: 3 clusters Score -3666990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3666990.250000 Penalty: 5245.581055
	Iteration 10Q: 3 clusters Score -3666990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3666997.250000 Penalty: 5245.581055
	Iteration 11Q: 3 clusters Score -3666997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3667010.750000 Penalty: 5245.581055
	Iteration 12Q: 3 clusters Score -3667011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3666991.000000 Penalty: 5245.581055
	Iteration 13Q: 3 clusters Score -3666991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3667000.500000 Penalty: 5245.581055
	Iteration 14Q: 3 clusters Score -3667000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3667000.250000 Penalty: 5245.581055
	Iteration 15Q: 3 clusters Score -3667000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3667012.250000 Penalty: 5245.581055
	Iteration 16Q: 3 clusters Score -3667012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3667021.750000 Penalty: 5245.581055
	Iteration 17Q: 3 clusters Score -3667022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3667029.500000 Penalty: 5245.581055
	Iteration 18Q: 3 clusters Score -3667030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3667025.500000 Penalty: 5245.581055
	Iteration 19Q: 3 clusters Score -3667026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3667026.250000 Penalty: 5245.581055
	Iteration 20F: 3 clusters Score -3667026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3667026.750000 Penalty: 5245.581055
	Iteration 21Q: 3 clusters Score -3667027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3667031.250000 Penalty: 5245.581055
	Iteration 22Q: 3 clusters Score -3667031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3667023.000000 Penalty: 5245.581055
	Iteration 23Q: 3 clusters Score -3667023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3667028.250000 Penalty: 5245.581055
	Iteration 24Q: 3 clusters Score -3667028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3667026.750000 Penalty: 5245.581055
	Iteration 25Q: 3 clusters Score -3667027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3667024.250000 Penalty: 5245.581055
	Iteration 26Q: 3 clusters Score -3667024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3667023.750000 Penalty: 5245.581055
	Iteration 27Q: 3 clusters Score -3667024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3667028.250000 Penalty: 5245.581055
	Iteration 28Q: 3 clusters Score -3667028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3667041.000000 Penalty: 5245.581055
	Iteration 29Q: 3 clusters Score -3667041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3667032.500000 Penalty: 5245.581055
	Iteration 30Q: 3 clusters Score -3667032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3667031.000000 Penalty: 5245.581055
	Iteration 31Q: 3 clusters Score -3667031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3667036.500000 Penalty: 5245.581055
	Iteration 32Q: 3 clusters Score -3667036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3667035.000000 Penalty: 5245.581055
	Iteration 33Q: 3 clusters Score -3667035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3667036.500000 Penalty: 5245.581055
	Iteration 34Q: 3 clusters Score -3667036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3667030.000000 Penalty: 5245.581055
	Iteration 35Q: 3 clusters Score -3667030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3667034.250000 Penalty: 5245.581055
	Iteration 36Q: 3 clusters Score -3667034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3667034.250000 Penalty: 5245.581055
	Iteration 37F: 3 clusters Score -3667034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 20780 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Entering Unmasked Estep 
Score: -150408816.000000 Penalty: 110643.703125
Splitting cluster 13 changes total score from -150211440.000000 to -150408816.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (20780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Entering Unmasked Estep 
Score: -1856312.500000 Penalty: 2465.553223
	Iteration 0F: 2 clusters Score -1856312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1841970.125000 Penalty: 4931.106445
	Iteration 0F: 3 clusters Score -1841970 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1850099.250000 Penalty: 4931.106445
	Iteration 1F: 3 clusters Score -1850099 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1861110.500000 Penalty: 4931.106445
	Iteration 2F: 3 clusters Score -1861110 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1877718.625000 Penalty: 4931.106445
	Iteration 3F: 3 clusters Score -1877719 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1882681.875000 Penalty: 4931.106445
	Iteration 4F: 3 clusters Score -1882682 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1884387.125000 Penalty: 4931.106445
	Iteration 5Q: 3 clusters Score -1884387 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1885162.125000 Penalty: 4931.106445
	Iteration 6Q: 3 clusters Score -1885162 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1885490.250000 Penalty: 4931.106445
	Iteration 7Q: 3 clusters Score -1885490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1885579.000000 Penalty: 4931.106445
	Iteration 8Q: 3 clusters Score -1885579 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1885618.250000 Penalty: 4931.106445
	Iteration 9Q: 3 clusters Score -1885618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1885634.375000 Penalty: 4931.106445
	Iteration 10Q: 3 clusters Score -1885634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1885645.625000 Penalty: 4931.106445
	Iteration 11Q: 3 clusters Score -1885646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1885643.250000 Penalty: 4931.106445
	Iteration 12Q: 3 clusters Score -1885643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1885651.750000 Penalty: 4931.106445
	Iteration 13Q: 3 clusters Score -1885652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1885652.125000 Penalty: 4931.106445
	Iteration 14Q: 3 clusters Score -1885652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1885654.875000 Penalty: 4931.106445
	Iteration 15Q: 3 clusters Score -1885655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1885660.000000 Penalty: 4931.106445
	Iteration 16Q: 3 clusters Score -1885660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1885659.250000 Penalty: 4931.106445
	Iteration 17Q: 3 clusters Score -1885659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1885662.125000 Penalty: 4931.106445
	Iteration 18Q: 3 clusters Score -1885662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1885660.375000 Penalty: 4931.106445
	Iteration 19Q: 3 clusters Score -1885660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1885664.875000 Penalty: 4931.106445
	Iteration 20F: 3 clusters Score -1885665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1885667.625000 Penalty: 4931.106445
	Iteration 21Q: 3 clusters Score -1885668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1885672.625000 Penalty: 4931.106445
	Iteration 22Q: 3 clusters Score -1885673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1885678.250000 Penalty: 4931.106445
	Iteration 23Q: 3 clusters Score -1885678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1885679.625000 Penalty: 4931.106445
	Iteration 24Q: 3 clusters Score -1885680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1885674.750000 Penalty: 4931.106445
	Iteration 25Q: 3 clusters Score -1885675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1885677.500000 Penalty: 4931.106445
	Iteration 26Q: 3 clusters Score -1885678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1885677.500000 Penalty: 4931.106445
	Iteration 27F: 3 clusters Score -1885678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 149252 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Mstep: Class 32 contains 13197 members 
Entering Unmasked Estep 
Score: -150438016.000000 Penalty: 114212.851562
Splitting cluster 14 changes total score from -150211440.000000 to -150438016.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (149252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149252 members 
Entering Unmasked Estep 
Score: -11935328.000000 Penalty: 2954.520996
	Iteration 0F: 2 clusters Score -1.193533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -11835480.000000 Penalty: 5909.041992
	Iteration 0F: 3 clusters Score -1.183548e+07 nChanged 71343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -11879608.000000 Penalty: 5909.041992
	Iteration 1F: 3 clusters Score -1.187961e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -11884847.000000 Penalty: 5909.041992
	Iteration 2F: 3 clusters Score -1.188485e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -11894531.000000 Penalty: 5909.041992
	Iteration 3F: 3 clusters Score -1.189453e+07 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -11907912.000000 Penalty: 5909.041992
	Iteration 4F: 3 clusters Score -1.190791e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -11920074.000000 Penalty: 5909.041992
	Iteration 5F: 3 clusters Score -1.192007e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -11928285.000000 Penalty: 5909.041992
	Iteration 6F: 3 clusters Score -1.192828e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -11933511.000000 Penalty: 5909.041992
	Iteration 7Q: 3 clusters Score -1.193351e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -11937601.000000 Penalty: 5909.041992
	Iteration 8Q: 3 clusters Score -1.19376e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -11940800.000000 Penalty: 5909.041992
	Iteration 9Q: 3 clusters Score -1.19408e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -11942727.000000 Penalty: 5909.041992
	Iteration 10Q: 3 clusters Score -1.194273e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -11943798.000000 Penalty: 5909.041992
	Iteration 11Q: 3 clusters Score -1.19438e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -11944303.000000 Penalty: 5909.041992
	Iteration 12Q: 3 clusters Score -1.19443e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -11944662.000000 Penalty: 5909.041992
	Iteration 13Q: 3 clusters Score -1.194466e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -11944896.000000 Penalty: 5909.041992
	Iteration 14Q: 3 clusters Score -1.19449e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120957 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -11945155.000000 Penalty: 5909.041992
	Iteration 15Q: 3 clusters Score -1.194516e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121667 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -11945231.000000 Penalty: 5909.041992
	Iteration 16Q: 3 clusters Score -1.194523e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -11945280.000000 Penalty: 5909.041992
	Iteration 17Q: 3 clusters Score -1.194528e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -11945343.000000 Penalty: 5909.041992
	Iteration 18Q: 3 clusters Score -1.194534e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123054 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -11945397.000000 Penalty: 5909.041992
	Iteration 19Q: 3 clusters Score -1.19454e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -11945463.000000 Penalty: 5909.041992
	Iteration 20F: 3 clusters Score -1.194546e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -11945486.000000 Penalty: 5909.041992
	Iteration 21Q: 3 clusters Score -1.194549e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -11945491.000000 Penalty: 5909.041992
	Iteration 22Q: 3 clusters Score -1.194549e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124002 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -11945493.000000 Penalty: 5909.041992
	Iteration 23Q: 3 clusters Score -1.194549e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -11945480.000000 Penalty: 5909.041992
	Iteration 24Q: 3 clusters Score -1.194548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124224 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -11945492.000000 Penalty: 5909.041992
	Iteration 25Q: 3 clusters Score -1.194549e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124291 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -11945508.000000 Penalty: 5909.041992
	Iteration 26Q: 3 clusters Score -1.194551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -11945526.000000 Penalty: 5909.041992
	Iteration 27Q: 3 clusters Score -1.194553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124390 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -11945538.000000 Penalty: 5909.041992
	Iteration 28Q: 3 clusters Score -1.194554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -11945546.000000 Penalty: 5909.041992
	Iteration 29Q: 3 clusters Score -1.194555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124457 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -11945542.000000 Penalty: 5909.041992
	Iteration 30Q: 3 clusters Score -1.194554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124483 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -11945532.000000 Penalty: 5909.041992
	Iteration 31Q: 3 clusters Score -1.194553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -11945541.000000 Penalty: 5909.041992
	Iteration 32Q: 3 clusters Score -1.194554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -11945542.000000 Penalty: 5909.041992
	Iteration 33Q: 3 clusters Score -1.194554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124531 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -11945543.000000 Penalty: 5909.041992
	Iteration 34Q: 3 clusters Score -1.194554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -11945546.000000 Penalty: 5909.041992
	Iteration 35Q: 3 clusters Score -1.194555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -11945555.000000 Penalty: 5909.041992
	Iteration 36Q: 3 clusters Score -1.194556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -11945551.000000 Penalty: 5909.041992
	Iteration 37Q: 3 clusters Score -1.194555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -11945537.000000 Penalty: 5909.041992
	Iteration 38Q: 3 clusters Score -1.194554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -11945535.000000 Penalty: 5909.041992
	Iteration 39Q: 3 clusters Score -1.194554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -11945527.000000 Penalty: 5909.041992
	Iteration 40F: 3 clusters Score -1.194553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -11945537.000000 Penalty: 5909.041992
	Iteration 41Q: 3 clusters Score -1.194554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -11945533.000000 Penalty: 5909.041992
	Iteration 42Q: 3 clusters Score -1.194553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -11945533.000000 Penalty: 5909.041992
	Iteration 43Q: 3 clusters Score -1.194553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124610 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -11945529.000000 Penalty: 5909.041992
	Iteration 44Q: 3 clusters Score -1.194553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -11945542.000000 Penalty: 5909.041992
	Iteration 45Q: 3 clusters Score -1.194554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -11945545.000000 Penalty: 5909.041992
	Iteration 46Q: 3 clusters Score -1.194554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124620 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -11945542.000000 Penalty: 5909.041992
	Iteration 47Q: 3 clusters Score -1.194554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124623 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -11945547.000000 Penalty: 5909.041992
	Iteration 48Q: 3 clusters Score -1.194555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -11945540.000000 Penalty: 5909.041992
	Iteration 49Q: 3 clusters Score -1.194554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124626 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -11945540.000000 Penalty: 5909.041992
	Iteration 50Q: 3 clusters Score -1.194554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124626 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -11945540.000000 Penalty: 5909.041992
	Iteration 51F: 3 clusters Score -1.194554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 124626 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Mstep: Class 32 contains 13197 members 
Mstep: Class 33 contains 24626 members 
Entering Unmasked Estep 
Score: -150445520.000000 Penalty: 117782.007812
Splitting cluster 15 changes total score from -150211440.000000 to -150445520.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (46469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Entering Unmasked Estep 
Score: -3620239.500000 Penalty: 2665.142090
	Iteration 0F: 2 clusters Score -3620240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3588983.750000 Penalty: 5330.284180
	Iteration 0F: 3 clusters Score -3588984 nChanged 21449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3602022.000000 Penalty: 5330.284180
	Iteration 1F: 3 clusters Score -3602022 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3603840.750000 Penalty: 5330.284180
	Iteration 2F: 3 clusters Score -3603841 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3607025.750000 Penalty: 5330.284180
	Iteration 3F: 3 clusters Score -3607026 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3612677.250000 Penalty: 5330.284180
	Iteration 4F: 3 clusters Score -3612677 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3619311.250000 Penalty: 5330.284180
	Iteration 5F: 3 clusters Score -3619311 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3623725.500000 Penalty: 5330.284180
	Iteration 6F: 3 clusters Score -3623726 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3626132.000000 Penalty: 5330.284180
	Iteration 7F: 3 clusters Score -3626132 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3627213.250000 Penalty: 5330.284180
	Iteration 8Q: 3 clusters Score -3627213 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3627652.250000 Penalty: 5330.284180
	Iteration 9Q: 3 clusters Score -3627652 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3627941.750000 Penalty: 5330.284180
	Iteration 10Q: 3 clusters Score -3627942 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3628149.750000 Penalty: 5330.284180
	Iteration 11Q: 3 clusters Score -3628150 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3628355.750000 Penalty: 5330.284180
	Iteration 12Q: 3 clusters Score -3628356 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3628504.500000 Penalty: 5330.284180
	Iteration 13Q: 3 clusters Score -3628504 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3628639.250000 Penalty: 5330.284180
	Iteration 14Q: 3 clusters Score -3628639 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3628789.000000 Penalty: 5330.284180
	Iteration 15Q: 3 clusters Score -3628789 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3628942.500000 Penalty: 5330.284180
	Iteration 16Q: 3 clusters Score -3628942 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3629105.500000 Penalty: 5330.284180
	Iteration 17Q: 3 clusters Score -3629106 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3629253.250000 Penalty: 5330.284180
	Iteration 18Q: 3 clusters Score -3629253 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3629414.500000 Penalty: 5330.284180
	Iteration 19Q: 3 clusters Score -3629414 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3629643.250000 Penalty: 5330.284180
	Iteration 20F: 3 clusters Score -3629643 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3630003.500000 Penalty: 5330.284180
	Iteration 21Q: 3 clusters Score -3630004 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3630645.250000 Penalty: 5330.284180
	Iteration 22Q: 3 clusters Score -3630645 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3631934.750000 Penalty: 5330.284180
	Iteration 23Q: 3 clusters Score -3631935 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3632905.000000 Penalty: 5330.284180
	Iteration 24Q: 3 clusters Score -3632905 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3633254.750000 Penalty: 5330.284180
	Iteration 25Q: 3 clusters Score -3633255 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3633373.500000 Penalty: 5330.284180
	Iteration 26Q: 3 clusters Score -3633374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3633410.000000 Penalty: 5330.284180
	Iteration 27Q: 3 clusters Score -3633410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3633415.750000 Penalty: 5330.284180
	Iteration 28Q: 3 clusters Score -3633416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3633417.500000 Penalty: 5330.284180
	Iteration 29Q: 3 clusters Score -3633418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3633416.500000 Penalty: 5330.284180
	Iteration 30Q: 3 clusters Score -3633416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3633422.750000 Penalty: 5330.284180
	Iteration 31Q: 3 clusters Score -3633423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3633420.000000 Penalty: 5330.284180
	Iteration 32Q: 3 clusters Score -3633420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3633420.000000 Penalty: 5330.284180
	Iteration 33F: 3 clusters Score -3633420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 124626 members 
Mstep: Class 16 contains 41936 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 51623 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Mstep: Class 32 contains 13197 members 
Mstep: Class 33 contains 24626 members 
Mstep: Class 34 contains 4533 members 
Entering Unmasked Estep 
Score: -150455952.000000 Penalty: 121351.156250
Splitting cluster 16 changes total score from -150211440.000000 to -150455952.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (341126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341126 members 
Entering Unmasked Estep 
Score: -27409874.000000 Penalty: 3159.521729
	Iteration 0F: 2 clusters Score -2.740987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170501 members 
Mstep: Class 2 contains 170625 members 
Entering Unmasked Estep 
Score: -27180224.000000 Penalty: 6319.043457
	Iteration 0F: 3 clusters Score -2.718022e+07 nChanged 165495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167590 members 
Mstep: Class 2 contains 173536 members 
Entering Unmasked Estep 
Score: -27278030.000000 Penalty: 6319.043457
	Iteration 1F: 3 clusters Score -2.727803e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164761 members 
Mstep: Class 2 contains 176365 members 
Entering Unmasked Estep 
Score: -27280198.000000 Penalty: 6319.043457
	Iteration 2Q: 3 clusters Score -2.72802e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -27283062.000000 Penalty: 6319.043457
	Iteration 3Q: 3 clusters Score -2.728306e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152193 members 
Mstep: Class 2 contains 188933 members 
Entering Unmasked Estep 
Score: -27288404.000000 Penalty: 6319.043457
	Iteration 4Q: 3 clusters Score -2.72884e+07 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140489 members 
Mstep: Class 2 contains 200637 members 
Entering Unmasked Estep 
Score: -27298236.000000 Penalty: 6319.043457
	Iteration 5F: 3 clusters Score -2.729824e+07 nChanged 23076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124651 members 
Mstep: Class 2 contains 216475 members 
Entering Unmasked Estep 
Score: -27313500.000000 Penalty: 6319.043457
	Iteration 6F: 3 clusters Score -2.73135e+07 nChanged 25977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 234468 members 
Entering Unmasked Estep 
Score: -27332668.000000 Penalty: 6319.043457
	Iteration 7F: 3 clusters Score -2.733267e+07 nChanged 24536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 251356 members 
Entering Unmasked Estep 
Score: -27349596.000000 Penalty: 6319.043457
	Iteration 8F: 3 clusters Score -2.73496e+07 nChanged 19848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 265644 members 
Entering Unmasked Estep 
Score: -27361984.000000 Penalty: 6319.043457
	Iteration 9F: 3 clusters Score -2.736198e+07 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 278212 members 
Entering Unmasked Estep 
Score: -27371306.000000 Penalty: 6319.043457
	Iteration 10Q: 3 clusters Score -2.737131e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 289928 members 
Entering Unmasked Estep 
Score: -27379188.000000 Penalty: 6319.043457
	Iteration 11Q: 3 clusters Score -2.737919e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 300886 members 
Entering Unmasked Estep 
Score: -27385978.000000 Penalty: 6319.043457
	Iteration 12Q: 3 clusters Score -2.738598e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 310813 members 
Entering Unmasked Estep 
Score: -27392422.000000 Penalty: 6319.043457
	Iteration 13Q: 3 clusters Score -2.739242e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 319031 members 
Entering Unmasked Estep 
Score: -27397700.000000 Penalty: 6319.043457
	Iteration 14Q: 3 clusters Score -2.73977e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 325271 members 
Entering Unmasked Estep 
Score: -27401438.000000 Penalty: 6319.043457
	Iteration 15Q: 3 clusters Score -2.740144e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 329665 members 
Entering Unmasked Estep 
Score: -27403736.000000 Penalty: 6319.043457
	Iteration 16Q: 3 clusters Score -2.740374e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 332680 members 
Entering Unmasked Estep 
Score: -27405208.000000 Penalty: 6319.043457
	Iteration 17Q: 3 clusters Score -2.740521e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 334638 members 
Entering Unmasked Estep 
Score: -27406248.000000 Penalty: 6319.043457
	Iteration 18Q: 3 clusters Score -2.740625e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 335935 members 
Entering Unmasked Estep 
Score: -27406776.000000 Penalty: 6319.043457
	Iteration 19Q: 3 clusters Score -2.740678e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 336789 members 
Entering Unmasked Estep 
Score: -27407264.000000 Penalty: 6319.043457
	Iteration 20F: 3 clusters Score -2.740726e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 337391 members 
Entering Unmasked Estep 
Score: -27407448.000000 Penalty: 6319.043457
	Iteration 21Q: 3 clusters Score -2.740745e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 337807 members 
Entering Unmasked Estep 
Score: -27407530.000000 Penalty: 6319.043457
	Iteration 22Q: 3 clusters Score -2.740753e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 338066 members 
Entering Unmasked Estep 
Score: -27407590.000000 Penalty: 6319.043457
	Iteration 23Q: 3 clusters Score -2.740759e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 338244 members 
Entering Unmasked Estep 
Score: -27407674.000000 Penalty: 6319.043457
	Iteration 24Q: 3 clusters Score -2.740767e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 338374 members 
Entering Unmasked Estep 
Score: -27407754.000000 Penalty: 6319.043457
	Iteration 25Q: 3 clusters Score -2.740775e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 338464 members 
Entering Unmasked Estep 
Score: -27407786.000000 Penalty: 6319.043457
	Iteration 26Q: 3 clusters Score -2.740779e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 338530 members 
Entering Unmasked Estep 
Score: -27407810.000000 Penalty: 6319.043457
	Iteration 27Q: 3 clusters Score -2.740781e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 338587 members 
Entering Unmasked Estep 
Score: -27407858.000000 Penalty: 6319.043457
	Iteration 28Q: 3 clusters Score -2.740786e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 338630 members 
Entering Unmasked Estep 
Score: -27407888.000000 Penalty: 6319.043457
	Iteration 29Q: 3 clusters Score -2.740789e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 338662 members 
Entering Unmasked Estep 
Score: -27407898.000000 Penalty: 6319.043457
	Iteration 30Q: 3 clusters Score -2.74079e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 338697 members 
Entering Unmasked Estep 
Score: -27407940.000000 Penalty: 6319.043457
	Iteration 31Q: 3 clusters Score -2.740794e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 338732 members 
Entering Unmasked Estep 
Score: -27407992.000000 Penalty: 6319.043457
	Iteration 32Q: 3 clusters Score -2.740799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 338766 members 
Entering Unmasked Estep 
Score: -27407988.000000 Penalty: 6319.043457
	Iteration 33Q: 3 clusters Score -2.740799e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 338795 members 
Entering Unmasked Estep 
Score: -27407990.000000 Penalty: 6319.043457
	Iteration 34Q: 3 clusters Score -2.740799e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 338820 members 
Entering Unmasked Estep 
Score: -27408022.000000 Penalty: 6319.043457
	Iteration 35Q: 3 clusters Score -2.740802e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 338851 members 
Entering Unmasked Estep 
Score: -27408034.000000 Penalty: 6319.043457
	Iteration 36Q: 3 clusters Score -2.740803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 338882 members 
Entering Unmasked Estep 
Score: -27408058.000000 Penalty: 6319.043457
	Iteration 37Q: 3 clusters Score -2.740806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 338908 members 
Entering Unmasked Estep 
Score: -27408080.000000 Penalty: 6319.043457
	Iteration 38Q: 3 clusters Score -2.740808e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 338928 members 
Entering Unmasked Estep 
Score: -27408056.000000 Penalty: 6319.043457
	Iteration 39Q: 3 clusters Score -2.740806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 338960 members 
Entering Unmasked Estep 
Score: -27408106.000000 Penalty: 6319.043457
	Iteration 40F: 3 clusters Score -2.740811e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 338979 members 
Entering Unmasked Estep 
Score: -27408122.000000 Penalty: 6319.043457
	Iteration 41Q: 3 clusters Score -2.740812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 338995 members 
Entering Unmasked Estep 
Score: -27408102.000000 Penalty: 6319.043457
	Iteration 42Q: 3 clusters Score -2.74081e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 339028 members 
Entering Unmasked Estep 
Score: -27408108.000000 Penalty: 6319.043457
	Iteration 43Q: 3 clusters Score -2.740811e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 339055 members 
Entering Unmasked Estep 
Score: -27408156.000000 Penalty: 6319.043457
	Iteration 44Q: 3 clusters Score -2.740816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 339064 members 
Entering Unmasked Estep 
Score: -27408198.000000 Penalty: 6319.043457
	Iteration 45Q: 3 clusters Score -2.74082e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 339064 members 
Entering Unmasked Estep 
Score: -27408206.000000 Penalty: 6319.043457
	Iteration 46Q: 3 clusters Score -2.740821e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 339068 members 
Entering Unmasked Estep 
Score: -27408220.000000 Penalty: 6319.043457
	Iteration 47Q: 3 clusters Score -2.740822e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 339062 members 
Entering Unmasked Estep 
Score: -27408234.000000 Penalty: 6319.043457
	Iteration 48Q: 3 clusters Score -2.740823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 339067 members 
Entering Unmasked Estep 
Score: -27408218.000000 Penalty: 6319.043457
	Iteration 49Q: 3 clusters Score -2.740822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 339085 members 
Entering Unmasked Estep 
Score: -27408214.000000 Penalty: 6319.043457
	Iteration 50Q: 3 clusters Score -2.740821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 339096 members 
Entering Unmasked Estep 
Score: -27408226.000000 Penalty: 6319.043457
	Iteration 51Q: 3 clusters Score -2.740823e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 339107 members 
Entering Unmasked Estep 
Score: -27408268.000000 Penalty: 6319.043457
	Iteration 52Q: 3 clusters Score -2.740827e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 339107 members 
Entering Unmasked Estep 
Score: -27408280.000000 Penalty: 6319.043457
	Iteration 53Q: 3 clusters Score -2.740828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 339120 members 
Entering Unmasked Estep 
Score: -27408332.000000 Penalty: 6319.043457
	Iteration 54Q: 3 clusters Score -2.740833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 339124 members 
Entering Unmasked Estep 
Score: -27408292.000000 Penalty: 6319.043457
	Iteration 55Q: 3 clusters Score -2.740829e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 339116 members 
Entering Unmasked Estep 
Score: -27408312.000000 Penalty: 6319.043457
	Iteration 56Q: 3 clusters Score -2.740831e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 339102 members 
Entering Unmasked Estep 
Score: -27408308.000000 Penalty: 6319.043457
	Iteration 57Q: 3 clusters Score -2.740831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 339100 members 
Entering Unmasked Estep 
Score: -27408312.000000 Penalty: 6319.043457
	Iteration 58Q: 3 clusters Score -2.740831e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 339104 members 
Entering Unmasked Estep 
Score: -27408322.000000 Penalty: 6319.043457
	Iteration 59Q: 3 clusters Score -2.740832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 339103 members 
Entering Unmasked Estep 
Score: -27408316.000000 Penalty: 6319.043457
	Iteration 60F: 3 clusters Score -2.740832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 339108 members 
Entering Unmasked Estep 
Score: -27408364.000000 Penalty: 6319.043457
	Iteration 61Q: 3 clusters Score -2.740836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 339105 members 
Entering Unmasked Estep 
Score: -27408390.000000 Penalty: 6319.043457
	Iteration 62Q: 3 clusters Score -2.740839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 339104 members 
Entering Unmasked Estep 
Score: -27408370.000000 Penalty: 6319.043457
	Iteration 63Q: 3 clusters Score -2.740837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 339118 members 
Entering Unmasked Estep 
Score: -27408348.000000 Penalty: 6319.043457
	Iteration 64Q: 3 clusters Score -2.740835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 339124 members 
Entering Unmasked Estep 
Score: -27408374.000000 Penalty: 6319.043457
	Iteration 65Q: 3 clusters Score -2.740837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 339121 members 
Entering Unmasked Estep 
Score: -27408398.000000 Penalty: 6319.043457
	Iteration 66Q: 3 clusters Score -2.74084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 339120 members 
Entering Unmasked Estep 
Score: -27408414.000000 Penalty: 6319.043457
	Iteration 67Q: 3 clusters Score -2.740841e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 339111 members 
Entering Unmasked Estep 
Score: -27408424.000000 Penalty: 6319.043457
	Iteration 68Q: 3 clusters Score -2.740842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 339115 members 
Entering Unmasked Estep 
Score: -27408440.000000 Penalty: 6319.043457
	Iteration 69Q: 3 clusters Score -2.740844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 339115 members 
Entering Unmasked Estep 
Score: -27408440.000000 Penalty: 6319.043457
	Iteration 70Q: 3 clusters Score -2.740844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 339114 members 
Entering Unmasked Estep 
Score: -27408450.000000 Penalty: 6319.043457
	Iteration 71Q: 3 clusters Score -2.740845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 339111 members 
Entering Unmasked Estep 
Score: -27408474.000000 Penalty: 6319.043457
	Iteration 72Q: 3 clusters Score -2.740847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 339110 members 
Entering Unmasked Estep 
Score: -27408452.000000 Penalty: 6319.043457
	Iteration 73Q: 3 clusters Score -2.740845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 339104 members 
Entering Unmasked Estep 
Score: -27408462.000000 Penalty: 6319.043457
	Iteration 74Q: 3 clusters Score -2.740846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 339107 members 
Entering Unmasked Estep 
Score: -27408486.000000 Penalty: 6319.043457
	Iteration 75Q: 3 clusters Score -2.740849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 339110 members 
Entering Unmasked Estep 
Score: -27408492.000000 Penalty: 6319.043457
	Iteration 76Q: 3 clusters Score -2.740849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 339111 members 
Entering Unmasked Estep 
Score: -27408502.000000 Penalty: 6319.043457
	Iteration 77Q: 3 clusters Score -2.74085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 339116 members 
Entering Unmasked Estep 
Score: -27408510.000000 Penalty: 6319.043457
	Iteration 78Q: 3 clusters Score -2.740851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 339122 members 
Entering Unmasked Estep 
Score: -27408514.000000 Penalty: 6319.043457
	Iteration 79Q: 3 clusters Score -2.740851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 339132 members 
Entering Unmasked Estep 
Score: -27408514.000000 Penalty: 6319.043457
	Iteration 80F: 3 clusters Score -2.740851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 339144 members 
Entering Unmasked Estep 
Score: -27408528.000000 Penalty: 6319.043457
	Iteration 81Q: 3 clusters Score -2.740853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 339146 members 
Entering Unmasked Estep 
Score: -27408538.000000 Penalty: 6319.043457
	Iteration 82Q: 3 clusters Score -2.740854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 339145 members 
Entering Unmasked Estep 
Score: -27408526.000000 Penalty: 6319.043457
	Iteration 83Q: 3 clusters Score -2.740853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 339146 members 
Entering Unmasked Estep 
Score: -27408528.000000 Penalty: 6319.043457
	Iteration 84Q: 3 clusters Score -2.740853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 339143 members 
Entering Unmasked Estep 
Score: -27408540.000000 Penalty: 6319.043457
	Iteration 85Q: 3 clusters Score -2.740854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 339144 members 
Entering Unmasked Estep 
Score: -27408544.000000 Penalty: 6319.043457
	Iteration 86Q: 3 clusters Score -2.740854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 339144 members 
Entering Unmasked Estep 
Score: -27408526.000000 Penalty: 6319.043457
	Iteration 87Q: 3 clusters Score -2.740853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 339141 members 
Entering Unmasked Estep 
Score: -27408530.000000 Penalty: 6319.043457
	Iteration 88Q: 3 clusters Score -2.740853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 339142 members 
Entering Unmasked Estep 
Score: -27408530.000000 Penalty: 6319.043457
	Iteration 89Q: 3 clusters Score -2.740853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 339142 members 
Entering Unmasked Estep 
Score: -27408530.000000 Penalty: 6319.043457
	Iteration 90F: 3 clusters Score -2.740853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (197216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197216 members 
Entering Unmasked Estep 
Score: -15960581.000000 Penalty: 3023.629639
	Iteration 0F: 2 clusters Score -1.596058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -15828551.000000 Penalty: 6047.259277
	Iteration 0F: 3 clusters Score -1.582855e+07 nChanged 94754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -15884060.000000 Penalty: 6047.259277
	Iteration 1F: 3 clusters Score -1.588406e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102438 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -15886292.000000 Penalty: 6047.259277
	Iteration 2Q: 3 clusters Score -1.588629e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -15890696.000000 Penalty: 6047.259277
	Iteration 3Q: 3 clusters Score -1.58907e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105621 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -15897274.000000 Penalty: 6047.259277
	Iteration 4Q: 3 clusters Score -1.589727e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -15903614.000000 Penalty: 6047.259277
	Iteration 5F: 3 clusters Score -1.590361e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -15911351.000000 Penalty: 6047.259277
	Iteration 6F: 3 clusters Score -1.591135e+07 nChanged 14382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -15921712.000000 Penalty: 6047.259277
	Iteration 7F: 3 clusters Score -1.592171e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -15933005.000000 Penalty: 6047.259277
	Iteration 8F: 3 clusters Score -1.5933e+07 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -15942873.000000 Penalty: 6047.259277
	Iteration 9F: 3 clusters Score -1.594287e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -15949644.000000 Penalty: 6047.259277
	Iteration 10F: 3 clusters Score -1.594964e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -15953416.000000 Penalty: 6047.259277
	Iteration 11Q: 3 clusters Score -1.595342e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -15955298.000000 Penalty: 6047.259277
	Iteration 12Q: 3 clusters Score -1.59553e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -15956095.000000 Penalty: 6047.259277
	Iteration 13Q: 3 clusters Score -1.59561e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -15956437.000000 Penalty: 6047.259277
	Iteration 14Q: 3 clusters Score -1.595644e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -15956543.000000 Penalty: 6047.259277
	Iteration 15Q: 3 clusters Score -1.595654e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -15956706.000000 Penalty: 6047.259277
	Iteration 16Q: 3 clusters Score -1.595671e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 127642 members 
Entering Unmasked Estep 
Score: -15956878.000000 Penalty: 6047.259277
	Iteration 17Q: 3 clusters Score -1.595688e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 129023 members 
Entering Unmasked Estep 
Score: -15957083.000000 Penalty: 6047.259277
	Iteration 18Q: 3 clusters Score -1.595708e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 130411 members 
Entering Unmasked Estep 
Score: -15957224.000000 Penalty: 6047.259277
	Iteration 19Q: 3 clusters Score -1.595722e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -15957397.000000 Penalty: 6047.259277
	Iteration 20F: 3 clusters Score -1.59574e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 133172 members 
Entering Unmasked Estep 
Score: -15957524.000000 Penalty: 6047.259277
	Iteration 21Q: 3 clusters Score -1.595752e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 134512 members 
Entering Unmasked Estep 
Score: -15957592.000000 Penalty: 6047.259277
	Iteration 22Q: 3 clusters Score -1.595759e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 135825 members 
Entering Unmasked Estep 
Score: -15957750.000000 Penalty: 6047.259277
	Iteration 23Q: 3 clusters Score -1.595775e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -15957870.000000 Penalty: 6047.259277
	Iteration 24Q: 3 clusters Score -1.595787e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 138371 members 
Entering Unmasked Estep 
Score: -15957963.000000 Penalty: 6047.259277
	Iteration 25Q: 3 clusters Score -1.595796e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 139691 members 
Entering Unmasked Estep 
Score: -15958166.000000 Penalty: 6047.259277
	Iteration 26Q: 3 clusters Score -1.595817e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -15958198.000000 Penalty: 6047.259277
	Iteration 27Q: 3 clusters Score -1.59582e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -15958332.000000 Penalty: 6047.259277
	Iteration 28Q: 3 clusters Score -1.595833e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -15958386.000000 Penalty: 6047.259277
	Iteration 29Q: 3 clusters Score -1.595839e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -15958562.000000 Penalty: 6047.259277
	Iteration 30Q: 3 clusters Score -1.595856e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 146033 members 
Entering Unmasked Estep 
Score: -15958719.000000 Penalty: 6047.259277
	Iteration 31Q: 3 clusters Score -1.595872e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 147190 members 
Entering Unmasked Estep 
Score: -15958865.000000 Penalty: 6047.259277
	Iteration 32Q: 3 clusters Score -1.595886e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -15959032.000000 Penalty: 6047.259277
	Iteration 33Q: 3 clusters Score -1.595903e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -15959088.000000 Penalty: 6047.259277
	Iteration 34Q: 3 clusters Score -1.595909e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 150296 members 
Entering Unmasked Estep 
Score: -15959157.000000 Penalty: 6047.259277
	Iteration 35Q: 3 clusters Score -1.595916e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -15959252.000000 Penalty: 6047.259277
	Iteration 36Q: 3 clusters Score -1.595925e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 152094 members 
Entering Unmasked Estep 
Score: -15959381.000000 Penalty: 6047.259277
	Iteration 37Q: 3 clusters Score -1.595938e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -15959406.000000 Penalty: 6047.259277
	Iteration 38Q: 3 clusters Score -1.595941e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 153750 members 
Entering Unmasked Estep 
Score: -15959467.000000 Penalty: 6047.259277
	Iteration 39Q: 3 clusters Score -1.595947e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -15959478.000000 Penalty: 6047.259277
	Iteration 40F: 3 clusters Score -1.595948e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -15959561.000000 Penalty: 6047.259277
	Iteration 41Q: 3 clusters Score -1.595956e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 156120 members 
Entering Unmasked Estep 
Score: -15959658.000000 Penalty: 6047.259277
	Iteration 42Q: 3 clusters Score -1.595966e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -15959663.000000 Penalty: 6047.259277
	Iteration 43Q: 3 clusters Score -1.595966e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -15959715.000000 Penalty: 6047.259277
	Iteration 44Q: 3 clusters Score -1.595972e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -15959814.000000 Penalty: 6047.259277
	Iteration 45Q: 3 clusters Score -1.595981e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 159139 members 
Entering Unmasked Estep 
Score: -15959861.000000 Penalty: 6047.259277
	Iteration 46Q: 3 clusters Score -1.595986e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 159798 members 
Entering Unmasked Estep 
Score: -15959849.000000 Penalty: 6047.259277
	Iteration 47Q: 3 clusters Score -1.595985e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 160392 members 
Entering Unmasked Estep 
Score: -15959880.000000 Penalty: 6047.259277
	Iteration 48Q: 3 clusters Score -1.595988e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -15959906.000000 Penalty: 6047.259277
	Iteration 49Q: 3 clusters Score -1.595991e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -15959898.000000 Penalty: 6047.259277
	Iteration 50Q: 3 clusters Score -1.59599e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -15959888.000000 Penalty: 6047.259277
	Iteration 51Q: 3 clusters Score -1.595989e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 162373 members 
Entering Unmasked Estep 
Score: -15959924.000000 Penalty: 6047.259277
	Iteration 52Q: 3 clusters Score -1.595992e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 162862 members 
Entering Unmasked Estep 
Score: -15959938.000000 Penalty: 6047.259277
	Iteration 53Q: 3 clusters Score -1.595994e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -15959903.000000 Penalty: 6047.259277
	Iteration 54Q: 3 clusters Score -1.59599e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -15959941.000000 Penalty: 6047.259277
	Iteration 55Q: 3 clusters Score -1.595994e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -15959981.000000 Penalty: 6047.259277
	Iteration 56Q: 3 clusters Score -1.595998e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -15959989.000000 Penalty: 6047.259277
	Iteration 57Q: 3 clusters Score -1.595999e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 165124 members 
Entering Unmasked Estep 
Score: -15960079.000000 Penalty: 6047.259277
	Iteration 58Q: 3 clusters Score -1.596008e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -15960095.000000 Penalty: 6047.259277
	Iteration 59Q: 3 clusters Score -1.59601e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -15960128.000000 Penalty: 6047.259277
	Iteration 60F: 3 clusters Score -1.596013e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 166292 members 
Entering Unmasked Estep 
Score: -15960177.000000 Penalty: 6047.259277
	Iteration 61Q: 3 clusters Score -1.596018e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 166612 members 
Entering Unmasked Estep 
Score: -15960133.000000 Penalty: 6047.259277
	Iteration 62Q: 3 clusters Score -1.596013e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -15960151.000000 Penalty: 6047.259277
	Iteration 63Q: 3 clusters Score -1.596015e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -15960147.000000 Penalty: 6047.259277
	Iteration 64Q: 3 clusters Score -1.596015e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -15960209.000000 Penalty: 6047.259277
	Iteration 65Q: 3 clusters Score -1.596021e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 167742 members 
Entering Unmasked Estep 
Score: -15960203.000000 Penalty: 6047.259277
	Iteration 66Q: 3 clusters Score -1.59602e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -15960196.000000 Penalty: 6047.259277
	Iteration 67Q: 3 clusters Score -1.59602e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -15960202.000000 Penalty: 6047.259277
	Iteration 68Q: 3 clusters Score -1.59602e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -15960250.000000 Penalty: 6047.259277
	Iteration 69Q: 3 clusters Score -1.596025e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 168697 members 
Entering Unmasked Estep 
Score: -15960269.000000 Penalty: 6047.259277
	Iteration 70Q: 3 clusters Score -1.596027e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -15960270.000000 Penalty: 6047.259277
	Iteration 71Q: 3 clusters Score -1.596027e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -15960227.000000 Penalty: 6047.259277
	Iteration 72Q: 3 clusters Score -1.596023e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -15960290.000000 Penalty: 6047.259277
	Iteration 73Q: 3 clusters Score -1.596029e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 169566 members 
Entering Unmasked Estep 
Score: -15960308.000000 Penalty: 6047.259277
	Iteration 74Q: 3 clusters Score -1.596031e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -15960310.000000 Penalty: 6047.259277
	Iteration 75Q: 3 clusters Score -1.596031e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -15960317.000000 Penalty: 6047.259277
	Iteration 76Q: 3 clusters Score -1.596032e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 170098 members 
Entering Unmasked Estep 
Score: -15960292.000000 Penalty: 6047.259277
	Iteration 77Q: 3 clusters Score -1.596029e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 170271 members 
Entering Unmasked Estep 
Score: -15960331.000000 Penalty: 6047.259277
	Iteration 78Q: 3 clusters Score -1.596033e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -15960357.000000 Penalty: 6047.259277
	Iteration 79Q: 3 clusters Score -1.596036e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 170604 members 
Entering Unmasked Estep 
Score: -15960333.000000 Penalty: 6047.259277
	Iteration 80F: 3 clusters Score -1.596033e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 170752 members 
Entering Unmasked Estep 
Score: -15960340.000000 Penalty: 6047.259277
	Iteration 81Q: 3 clusters Score -1.596034e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -15960359.000000 Penalty: 6047.259277
	Iteration 82Q: 3 clusters Score -1.596036e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 171028 members 
Entering Unmasked Estep 
Score: -15960342.000000 Penalty: 6047.259277
	Iteration 83Q: 3 clusters Score -1.596034e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -15960377.000000 Penalty: 6047.259277
	Iteration 84Q: 3 clusters Score -1.596038e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -15960390.000000 Penalty: 6047.259277
	Iteration 85Q: 3 clusters Score -1.596039e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -15960406.000000 Penalty: 6047.259277
	Iteration 86Q: 3 clusters Score -1.596041e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -15960421.000000 Penalty: 6047.259277
	Iteration 87Q: 3 clusters Score -1.596042e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -15960431.000000 Penalty: 6047.259277
	Iteration 88Q: 3 clusters Score -1.596043e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 171760 members 
Entering Unmasked Estep 
Score: -15960419.000000 Penalty: 6047.259277
	Iteration 89Q: 3 clusters Score -1.596042e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 171837 members 
Entering Unmasked Estep 
Score: -15960436.000000 Penalty: 6047.259277
	Iteration 90Q: 3 clusters Score -1.596044e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -15960439.000000 Penalty: 6047.259277
	Iteration 91Q: 3 clusters Score -1.596044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -15960448.000000 Penalty: 6047.259277
	Iteration 92Q: 3 clusters Score -1.596045e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 172009 members 
Entering Unmasked Estep 
Score: -15960457.000000 Penalty: 6047.259277
	Iteration 93Q: 3 clusters Score -1.596046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -15960443.000000 Penalty: 6047.259277
	Iteration 94Q: 3 clusters Score -1.596044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -15960446.000000 Penalty: 6047.259277
	Iteration 95Q: 3 clusters Score -1.596045e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -15960417.000000 Penalty: 6047.259277
	Iteration 96Q: 3 clusters Score -1.596042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 172195 members 
Entering Unmasked Estep 
Score: -15960414.000000 Penalty: 6047.259277
	Iteration 97Q: 3 clusters Score -1.596041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -15960387.000000 Penalty: 6047.259277
	Iteration 98Q: 3 clusters Score -1.596039e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 172303 members 
Entering Unmasked Estep 
Score: -15960407.000000 Penalty: 6047.259277
	Iteration 99Q: 3 clusters Score -1.596041e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 172371 members 
Entering Unmasked Estep 
Score: -15960435.000000 Penalty: 6047.259277
	Iteration 100F: 3 clusters Score -1.596044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -15960416.000000 Penalty: 6047.259277
	Iteration 101Q: 3 clusters Score -1.596042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 172470 members 
Entering Unmasked Estep 
Score: -15960418.000000 Penalty: 6047.259277
	Iteration 102Q: 3 clusters Score -1.596042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
Score: -15960424.000000 Penalty: 6047.259277
	Iteration 103Q: 3 clusters Score -1.596042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 172557 members 
Entering Unmasked Estep 
Score: -15960446.000000 Penalty: 6047.259277
	Iteration 104Q: 3 clusters Score -1.596045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 172599 members 
Entering Unmasked Estep 
Score: -15960422.000000 Penalty: 6047.259277
	Iteration 105Q: 3 clusters Score -1.596042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 172646 members 
Entering Unmasked Estep 
Score: -15960443.000000 Penalty: 6047.259277
	Iteration 106Q: 3 clusters Score -1.596044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -15960446.000000 Penalty: 6047.259277
	Iteration 107Q: 3 clusters Score -1.596045e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -15960450.000000 Penalty: 6047.259277
	Iteration 108Q: 3 clusters Score -1.596045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 172768 members 
Entering Unmasked Estep 
Score: -15960451.000000 Penalty: 6047.259277
	Iteration 109Q: 3 clusters Score -1.596045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 172810 members 
Entering Unmasked Estep 
Score: -15960462.000000 Penalty: 6047.259277
	Iteration 110Q: 3 clusters Score -1.596046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -15960470.000000 Penalty: 6047.259277
	Iteration 111Q: 3 clusters Score -1.596047e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -15960475.000000 Penalty: 6047.259277
	Iteration 112Q: 3 clusters Score -1.596048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -15960503.000000 Penalty: 6047.259277
	Iteration 113Q: 3 clusters Score -1.59605e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 172993 members 
Entering Unmasked Estep 
Score: -15960495.000000 Penalty: 6047.259277
	Iteration 114Q: 3 clusters Score -1.59605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 173041 members 
Entering Unmasked Estep 
Score: -15960473.000000 Penalty: 6047.259277
	Iteration 115Q: 3 clusters Score -1.596047e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 173083 members 
Entering Unmasked Estep 
Score: -15960469.000000 Penalty: 6047.259277
	Iteration 116Q: 3 clusters Score -1.596047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 173117 members 
Entering Unmasked Estep 
Score: -15960455.000000 Penalty: 6047.259277
	Iteration 117Q: 3 clusters Score -1.596046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -15960463.000000 Penalty: 6047.259277
	Iteration 118Q: 3 clusters Score -1.596046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -15960465.000000 Penalty: 6047.259277
	Iteration 119Q: 3 clusters Score -1.596046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -15960475.000000 Penalty: 6047.259277
	Iteration 120F: 3 clusters Score -1.596048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -15960482.000000 Penalty: 6047.259277
	Iteration 121Q: 3 clusters Score -1.596048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 173308 members 
Entering Unmasked Estep 
Score: -15960476.000000 Penalty: 6047.259277
	Iteration 122Q: 3 clusters Score -1.596048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -15960476.000000 Penalty: 6047.259277
	Iteration 123Q: 3 clusters Score -1.596048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 173375 members 
Entering Unmasked Estep 
Score: -15960474.000000 Penalty: 6047.259277
	Iteration 124Q: 3 clusters Score -1.596047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 173401 members 
Entering Unmasked Estep 
Score: -15960483.000000 Penalty: 6047.259277
	Iteration 125Q: 3 clusters Score -1.596048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -15960496.000000 Penalty: 6047.259277
	Iteration 126Q: 3 clusters Score -1.59605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -15960504.000000 Penalty: 6047.259277
	Iteration 127Q: 3 clusters Score -1.59605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 173478 members 
Entering Unmasked Estep 
Score: -15960503.000000 Penalty: 6047.259277
	Iteration 128Q: 3 clusters Score -1.59605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 173509 members 
Entering Unmasked Estep 
Score: -15960522.000000 Penalty: 6047.259277
	Iteration 129Q: 3 clusters Score -1.596052e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -15960532.000000 Penalty: 6047.259277
	Iteration 130Q: 3 clusters Score -1.596053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 173578 members 
Entering Unmasked Estep 
Score: -15960520.000000 Penalty: 6047.259277
	Iteration 131Q: 3 clusters Score -1.596052e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 173611 members 
Entering Unmasked Estep 
Score: -15960516.000000 Penalty: 6047.259277
	Iteration 132Q: 3 clusters Score -1.596052e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -15960510.000000 Penalty: 6047.259277
	Iteration 133Q: 3 clusters Score -1.596051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 173689 members 
Entering Unmasked Estep 
Score: -15960518.000000 Penalty: 6047.259277
	Iteration 134Q: 3 clusters Score -1.596052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 173731 members 
Entering Unmasked Estep 
Score: -15960525.000000 Penalty: 6047.259277
	Iteration 135Q: 3 clusters Score -1.596052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -15960514.000000 Penalty: 6047.259277
	Iteration 136Q: 3 clusters Score -1.596051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -15960510.000000 Penalty: 6047.259277
	Iteration 137Q: 3 clusters Score -1.596051e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 173873 members 
Entering Unmasked Estep 
Score: -15960530.000000 Penalty: 6047.259277
	Iteration 138Q: 3 clusters Score -1.596053e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -15960529.000000 Penalty: 6047.259277
	Iteration 139Q: 3 clusters Score -1.596053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 173960 members 
Entering Unmasked Estep 
Score: -15960536.000000 Penalty: 6047.259277
	Iteration 140F: 3 clusters Score -1.596054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -15960541.000000 Penalty: 6047.259277
	Iteration 141Q: 3 clusters Score -1.596054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -15960555.000000 Penalty: 6047.259277
	Iteration 142Q: 3 clusters Score -1.596056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 174083 members 
Entering Unmasked Estep 
Score: -15960560.000000 Penalty: 6047.259277
	Iteration 143Q: 3 clusters Score -1.596056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 174131 members 
Entering Unmasked Estep 
Score: -15960557.000000 Penalty: 6047.259277
	Iteration 144Q: 3 clusters Score -1.596056e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -15960584.000000 Penalty: 6047.259277
	Iteration 145Q: 3 clusters Score -1.596058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -15960562.000000 Penalty: 6047.259277
	Iteration 146Q: 3 clusters Score -1.596056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 174291 members 
Entering Unmasked Estep 
Score: -15960553.000000 Penalty: 6047.259277
	Iteration 147Q: 3 clusters Score -1.596055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -15960546.000000 Penalty: 6047.259277
	Iteration 148Q: 3 clusters Score -1.596055e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -15960537.000000 Penalty: 6047.259277
	Iteration 149Q: 3 clusters Score -1.596054e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 174443 members 
Entering Unmasked Estep 
Score: -15960525.000000 Penalty: 6047.259277
	Iteration 150Q: 3 clusters Score -1.596052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -15960534.000000 Penalty: 6047.259277
	Iteration 151Q: 3 clusters Score -1.596053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 174512 members 
Entering Unmasked Estep 
Score: -15960521.000000 Penalty: 6047.259277
	Iteration 152Q: 3 clusters Score -1.596052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 174546 members 
Entering Unmasked Estep 
Score: -15960534.000000 Penalty: 6047.259277
	Iteration 153Q: 3 clusters Score -1.596053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 174586 members 
Entering Unmasked Estep 
Score: -15960543.000000 Penalty: 6047.259277
	Iteration 154Q: 3 clusters Score -1.596054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -15960538.000000 Penalty: 6047.259277
	Iteration 155Q: 3 clusters Score -1.596054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -15960541.000000 Penalty: 6047.259277
	Iteration 156Q: 3 clusters Score -1.596054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -15960548.000000 Penalty: 6047.259277
	Iteration 157Q: 3 clusters Score -1.596055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -15960550.000000 Penalty: 6047.259277
	Iteration 158Q: 3 clusters Score -1.596055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 174728 members 
Entering Unmasked Estep 
Score: -15960554.000000 Penalty: 6047.259277
	Iteration 159Q: 3 clusters Score -1.596055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -15960546.000000 Penalty: 6047.259277
	Iteration 160F: 3 clusters Score -1.596055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -15960551.000000 Penalty: 6047.259277
	Iteration 161Q: 3 clusters Score -1.596055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 174758 members 
Entering Unmasked Estep 
Score: -15960544.000000 Penalty: 6047.259277
	Iteration 162Q: 3 clusters Score -1.596054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -15960547.000000 Penalty: 6047.259277
	Iteration 163Q: 3 clusters Score -1.596055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -15960560.000000 Penalty: 6047.259277
	Iteration 164Q: 3 clusters Score -1.596056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -15960569.000000 Penalty: 6047.259277
	Iteration 165Q: 3 clusters Score -1.596057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 174818 members 
Entering Unmasked Estep 
Score: -15960564.000000 Penalty: 6047.259277
	Iteration 166Q: 3 clusters Score -1.596056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 174825 members 
Entering Unmasked Estep 
Score: -15960543.000000 Penalty: 6047.259277
	Iteration 167Q: 3 clusters Score -1.596054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -15960540.000000 Penalty: 6047.259277
	Iteration 168Q: 3 clusters Score -1.596054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -15960543.000000 Penalty: 6047.259277
	Iteration 169Q: 3 clusters Score -1.596054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -15960552.000000 Penalty: 6047.259277
	Iteration 170Q: 3 clusters Score -1.596055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -15960560.000000 Penalty: 6047.259277
	Iteration 171Q: 3 clusters Score -1.596056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 174885 members 
Entering Unmasked Estep 
Score: -15960532.000000 Penalty: 6047.259277
	Iteration 172Q: 3 clusters Score -1.596053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -15960558.000000 Penalty: 6047.259277
	Iteration 173Q: 3 clusters Score -1.596056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 174907 members 
Entering Unmasked Estep 
Score: -15960535.000000 Penalty: 6047.259277
	Iteration 174Q: 3 clusters Score -1.596054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -15960539.000000 Penalty: 6047.259277
	Iteration 175Q: 3 clusters Score -1.596054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -15960532.000000 Penalty: 6047.259277
	Iteration 176Q: 3 clusters Score -1.596053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 174937 members 
Entering Unmasked Estep 
Score: -15960525.000000 Penalty: 6047.259277
	Iteration 177Q: 3 clusters Score -1.596052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -15960532.000000 Penalty: 6047.259277
	Iteration 178Q: 3 clusters Score -1.596053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -15960535.000000 Penalty: 6047.259277
	Iteration 179Q: 3 clusters Score -1.596054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 174953 members 
Entering Unmasked Estep 
Score: -15960540.000000 Penalty: 6047.259277
	Iteration 180F: 3 clusters Score -1.596054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 174956 members 
Entering Unmasked Estep 
Score: -15960545.000000 Penalty: 6047.259277
	Iteration 181Q: 3 clusters Score -1.596054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 174956 members 
Entering Unmasked Estep 
Score: -15960549.000000 Penalty: 6047.259277
	Iteration 182Q: 3 clusters Score -1.596055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -15960541.000000 Penalty: 6047.259277
	Iteration 183Q: 3 clusters Score -1.596054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 174961 members 
Entering Unmasked Estep 
Score: -15960542.000000 Penalty: 6047.259277
	Iteration 184Q: 3 clusters Score -1.596054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 174966 members 
Entering Unmasked Estep 
Score: -15960529.000000 Penalty: 6047.259277
	Iteration 185Q: 3 clusters Score -1.596053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 174970 members 
Entering Unmasked Estep 
Score: -15960525.000000 Penalty: 6047.259277
	Iteration 186Q: 3 clusters Score -1.596052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -15960532.000000 Penalty: 6047.259277
	Iteration 187Q: 3 clusters Score -1.596053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -15960539.000000 Penalty: 6047.259277
	Iteration 188Q: 3 clusters Score -1.596054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -15960534.000000 Penalty: 6047.259277
	Iteration 189Q: 3 clusters Score -1.596053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -15960529.000000 Penalty: 6047.259277
	Iteration 190Q: 3 clusters Score -1.596053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 174981 members 
Entering Unmasked Estep 
Score: -15960537.000000 Penalty: 6047.259277
	Iteration 191Q: 3 clusters Score -1.596054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -15960531.000000 Penalty: 6047.259277
	Iteration 192Q: 3 clusters Score -1.596053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 174988 members 
Entering Unmasked Estep 
Score: -15960521.000000 Penalty: 6047.259277
	Iteration 193Q: 3 clusters Score -1.596052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 174992 members 
Entering Unmasked Estep 
Score: -15960522.000000 Penalty: 6047.259277
	Iteration 194Q: 3 clusters Score -1.596052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -15960527.000000 Penalty: 6047.259277
	Iteration 195Q: 3 clusters Score -1.596053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 174998 members 
Entering Unmasked Estep 
Score: -15960533.000000 Penalty: 6047.259277
	Iteration 196Q: 3 clusters Score -1.596053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -15960528.000000 Penalty: 6047.259277
	Iteration 197Q: 3 clusters Score -1.596053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -15960527.000000 Penalty: 6047.259277
	Iteration 198Q: 3 clusters Score -1.596053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 175006 members 
Entering Unmasked Estep 
Score: -15960513.000000 Penalty: 6047.259277
	Iteration 199Q: 3 clusters Score -1.596051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 175010 members 
Entering Unmasked Estep 
Score: -15960526.000000 Penalty: 6047.259277
	Iteration 200F: 3 clusters Score -1.596053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 175017 members 
Entering Unmasked Estep 
Score: -15960519.000000 Penalty: 6047.259277
	Iteration 201Q: 3 clusters Score -1.596052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 175020 members 
Entering Unmasked Estep 
Score: -15960519.000000 Penalty: 6047.259277
	Iteration 202Q: 3 clusters Score -1.596052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -15960516.000000 Penalty: 6047.259277
	Iteration 203Q: 3 clusters Score -1.596052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -15960521.000000 Penalty: 6047.259277
	Iteration 204Q: 3 clusters Score -1.596052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 175029 members 
Entering Unmasked Estep 
Score: -15960524.000000 Penalty: 6047.259277
	Iteration 205Q: 3 clusters Score -1.596052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 175033 members 
Entering Unmasked Estep 
Score: -15960525.000000 Penalty: 6047.259277
	Iteration 206Q: 3 clusters Score -1.596052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 175036 members 
Entering Unmasked Estep 
Score: -15960523.000000 Penalty: 6047.259277
	Iteration 207Q: 3 clusters Score -1.596052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -15960524.000000 Penalty: 6047.259277
	Iteration 208Q: 3 clusters Score -1.596052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 175047 members 
Entering Unmasked Estep 
Score: -15960526.000000 Penalty: 6047.259277
	Iteration 209Q: 3 clusters Score -1.596053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -15960524.000000 Penalty: 6047.259277
	Iteration 210Q: 3 clusters Score -1.596052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 175056 members 
Entering Unmasked Estep 
Score: -15960525.000000 Penalty: 6047.259277
	Iteration 211Q: 3 clusters Score -1.596052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -15960520.000000 Penalty: 6047.259277
	Iteration 212Q: 3 clusters Score -1.596052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 175063 members 
Entering Unmasked Estep 
Score: -15960533.000000 Penalty: 6047.259277
	Iteration 213Q: 3 clusters Score -1.596053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -15960530.000000 Penalty: 6047.259277
	Iteration 214Q: 3 clusters Score -1.596053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -15960529.000000 Penalty: 6047.259277
	Iteration 215Q: 3 clusters Score -1.596053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 175072 members 
Entering Unmasked Estep 
Score: -15960539.000000 Penalty: 6047.259277
	Iteration 216Q: 3 clusters Score -1.596054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 175073 members 
Entering Unmasked Estep 
Score: -15960538.000000 Penalty: 6047.259277
	Iteration 217Q: 3 clusters Score -1.596054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 175074 members 
Entering Unmasked Estep 
Score: -15960530.000000 Penalty: 6047.259277
	Iteration 218Q: 3 clusters Score -1.596053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 175075 members 
Entering Unmasked Estep 
Score: -15960531.000000 Penalty: 6047.259277
	Iteration 219Q: 3 clusters Score -1.596053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -15960520.000000 Penalty: 6047.259277
	Iteration 220F: 3 clusters Score -1.596052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 175082 members 
Entering Unmasked Estep 
Score: -15960533.000000 Penalty: 6047.259277
	Iteration 221Q: 3 clusters Score -1.596053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -15960527.000000 Penalty: 6047.259277
	Iteration 222Q: 3 clusters Score -1.596053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -15960527.000000 Penalty: 6047.259277
	Iteration 223F: 3 clusters Score -1.596053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Entering Unmasked Estep 
Score: -4028528.250000 Penalty: 2691.227295
	Iteration 0F: 2 clusters Score -4028528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3993792.000000 Penalty: 5382.454590
	Iteration 0F: 3 clusters Score -3993792 nChanged 23936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4007831.000000 Penalty: 5382.454590
	Iteration 1F: 3 clusters Score -4007831 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4009530.250000 Penalty: 5382.454590
	Iteration 2F: 3 clusters Score -4009530 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -4011288.500000 Penalty: 5382.454590
	Iteration 3F: 3 clusters Score -4011288 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -4013083.500000 Penalty: 5382.454590
	Iteration 4F: 3 clusters Score -4013084 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4014785.500000 Penalty: 5382.454590
	Iteration 5F: 3 clusters Score -4014786 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4016434.750000 Penalty: 5382.454590
	Iteration 6F: 3 clusters Score -4016435 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4017898.750000 Penalty: 5382.454590
	Iteration 7F: 3 clusters Score -4017899 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4019349.750000 Penalty: 5382.454590
	Iteration 8F: 3 clusters Score -4019350 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4020838.750000 Penalty: 5382.454590
	Iteration 9F: 3 clusters Score -4020839 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4022294.000000 Penalty: 5382.454590
	Iteration 10Q: 3 clusters Score -4022294 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -4023651.500000 Penalty: 5382.454590
	Iteration 11Q: 3 clusters Score -4023652 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -4024878.250000 Penalty: 5382.454590
	Iteration 12Q: 3 clusters Score -4024878 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -4025945.250000 Penalty: 5382.454590
	Iteration 13Q: 3 clusters Score -4025945 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -4026871.500000 Penalty: 5382.454590
	Iteration 14Q: 3 clusters Score -4026872 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -4027758.750000 Penalty: 5382.454590
	Iteration 15Q: 3 clusters Score -4027759 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -4028744.250000 Penalty: 5382.454590
	Iteration 16Q: 3 clusters Score -4028744 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -4029576.500000 Penalty: 5382.454590
	Iteration 17Q: 3 clusters Score -4029576 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -4030246.500000 Penalty: 5382.454590
	Iteration 18Q: 3 clusters Score -4030246 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -4030755.000000 Penalty: 5382.454590
	Iteration 19Q: 3 clusters Score -4030755 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -4031058.750000 Penalty: 5382.454590
	Iteration 20F: 3 clusters Score -4031059 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -4031252.750000 Penalty: 5382.454590
	Iteration 21Q: 3 clusters Score -4031253 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -4031386.750000 Penalty: 5382.454590
	Iteration 22Q: 3 clusters Score -4031387 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -4031456.500000 Penalty: 5382.454590
	Iteration 23Q: 3 clusters Score -4031456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -4031522.000000 Penalty: 5382.454590
	Iteration 24Q: 3 clusters Score -4031522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -4031541.000000 Penalty: 5382.454590
	Iteration 25Q: 3 clusters Score -4031541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -4031561.750000 Penalty: 5382.454590
	Iteration 26Q: 3 clusters Score -4031562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -4031580.250000 Penalty: 5382.454590
	Iteration 27Q: 3 clusters Score -4031580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -4031594.250000 Penalty: 5382.454590
	Iteration 28Q: 3 clusters Score -4031594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -4031592.250000 Penalty: 5382.454590
	Iteration 29Q: 3 clusters Score -4031592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -4031596.500000 Penalty: 5382.454590
	Iteration 30Q: 3 clusters Score -4031596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -4031604.250000 Penalty: 5382.454590
	Iteration 31Q: 3 clusters Score -4031604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -4031612.500000 Penalty: 5382.454590
	Iteration 32Q: 3 clusters Score -4031612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -4031605.750000 Penalty: 5382.454590
	Iteration 33Q: 3 clusters Score -4031606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -4031608.750000 Penalty: 5382.454590
	Iteration 34Q: 3 clusters Score -4031609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -4031610.750000 Penalty: 5382.454590
	Iteration 35Q: 3 clusters Score -4031611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -4031606.250000 Penalty: 5382.454590
	Iteration 36Q: 3 clusters Score -4031606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -4031608.750000 Penalty: 5382.454590
	Iteration 37Q: 3 clusters Score -4031609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -4031607.500000 Penalty: 5382.454590
	Iteration 38Q: 3 clusters Score -4031608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -4031613.000000 Penalty: 5382.454590
	Iteration 39Q: 3 clusters Score -4031613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -4031612.750000 Penalty: 5382.454590
	Iteration 40F: 3 clusters Score -4031613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -4031612.000000 Penalty: 5382.454590
	Iteration 41Q: 3 clusters Score -4031612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -4031616.500000 Penalty: 5382.454590
	Iteration 42Q: 3 clusters Score -4031616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -4031614.250000 Penalty: 5382.454590
	Iteration 43Q: 3 clusters Score -4031614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -4031619.500000 Penalty: 5382.454590
	Iteration 44Q: 3 clusters Score -4031620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -4031615.000000 Penalty: 5382.454590
	Iteration 45Q: 3 clusters Score -4031615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -4031621.000000 Penalty: 5382.454590
	Iteration 46Q: 3 clusters Score -4031621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -4031621.500000 Penalty: 5382.454590
	Iteration 47Q: 3 clusters Score -4031622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -4031621.500000 Penalty: 5382.454590
	Iteration 48F: 3 clusters Score -4031622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 124626 members 
Mstep: Class 16 contains 41936 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 297304 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Mstep: Class 32 contains 13197 members 
Mstep: Class 33 contains 24626 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 45431 members 
Entering Unmasked Estep 
Score: -150457616.000000 Penalty: 124920.312500
Splitting cluster 19 changes total score from -150211440.000000 to -150457616.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (18786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Entering Unmasked Estep 
Score: -1505021.250000 Penalty: 2440.534912
	Iteration 0F: 2 clusters Score -1505021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1491712.500000 Penalty: 4881.069824
	Iteration 0F: 3 clusters Score -1491712 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1496131.750000 Penalty: 4881.069824
	Iteration 1F: 3 clusters Score -1496132 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1496665.500000 Penalty: 4881.069824
	Iteration 2F: 3 clusters Score -1496666 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1497247.625000 Penalty: 4881.069824
	Iteration 3F: 3 clusters Score -1497248 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1498076.250000 Penalty: 4881.069824
	Iteration 4F: 3 clusters Score -1498076 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1499214.875000 Penalty: 4881.069824
	Iteration 5F: 3 clusters Score -1499215 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1500450.625000 Penalty: 4881.069824
	Iteration 6F: 3 clusters Score -1500451 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1501369.500000 Penalty: 4881.069824
	Iteration 7F: 3 clusters Score -1501370 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1501984.000000 Penalty: 4881.069824
	Iteration 8F: 3 clusters Score -1501984 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1502343.875000 Penalty: 4881.069824
	Iteration 9Q: 3 clusters Score -1502344 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1502553.375000 Penalty: 4881.069824
	Iteration 10Q: 3 clusters Score -1502553 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1502682.375000 Penalty: 4881.069824
	Iteration 11Q: 3 clusters Score -1502682 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1502785.375000 Penalty: 4881.069824
	Iteration 12Q: 3 clusters Score -1502785 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1502873.875000 Penalty: 4881.069824
	Iteration 13Q: 3 clusters Score -1502874 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1502938.375000 Penalty: 4881.069824
	Iteration 14Q: 3 clusters Score -1502938 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1503002.375000 Penalty: 4881.069824
	Iteration 15Q: 3 clusters Score -1503002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1503049.500000 Penalty: 4881.069824
	Iteration 16Q: 3 clusters Score -1503050 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1503089.125000 Penalty: 4881.069824
	Iteration 17Q: 3 clusters Score -1503089 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1503117.000000 Penalty: 4881.069824
	Iteration 18Q: 3 clusters Score -1503117 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1503137.375000 Penalty: 4881.069824
	Iteration 19Q: 3 clusters Score -1503137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1503153.875000 Penalty: 4881.069824
	Iteration 20F: 3 clusters Score -1503154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1503171.750000 Penalty: 4881.069824
	Iteration 21Q: 3 clusters Score -1503172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1503181.375000 Penalty: 4881.069824
	Iteration 22Q: 3 clusters Score -1503181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1503188.875000 Penalty: 4881.069824
	Iteration 23Q: 3 clusters Score -1503189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1503202.000000 Penalty: 4881.069824
	Iteration 24Q: 3 clusters Score -1503202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1503206.625000 Penalty: 4881.069824
	Iteration 25Q: 3 clusters Score -1503207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1503210.125000 Penalty: 4881.069824
	Iteration 26Q: 3 clusters Score -1503210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1503215.125000 Penalty: 4881.069824
	Iteration 27Q: 3 clusters Score -1503215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1503220.875000 Penalty: 4881.069824
	Iteration 28Q: 3 clusters Score -1503221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1503227.250000 Penalty: 4881.069824
	Iteration 29Q: 3 clusters Score -1503227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1503232.500000 Penalty: 4881.069824
	Iteration 30Q: 3 clusters Score -1503232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1503241.250000 Penalty: 4881.069824
	Iteration 31Q: 3 clusters Score -1503241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1503241.875000 Penalty: 4881.069824
	Iteration 32Q: 3 clusters Score -1503242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1503247.125000 Penalty: 4881.069824
	Iteration 33Q: 3 clusters Score -1503247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1503247.000000 Penalty: 4881.069824
	Iteration 34Q: 3 clusters Score -1503247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1503248.375000 Penalty: 4881.069824
	Iteration 35Q: 3 clusters Score -1503248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1503253.375000 Penalty: 4881.069824
	Iteration 36Q: 3 clusters Score -1503253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1503260.375000 Penalty: 4881.069824
	Iteration 37Q: 3 clusters Score -1503260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1503258.750000 Penalty: 4881.069824
	Iteration 38Q: 3 clusters Score -1503259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1503262.000000 Penalty: 4881.069824
	Iteration 39Q: 3 clusters Score -1503262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1503264.375000 Penalty: 4881.069824
	Iteration 40F: 3 clusters Score -1503264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1503265.250000 Penalty: 4881.069824
	Iteration 41Q: 3 clusters Score -1503265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1503274.500000 Penalty: 4881.069824
	Iteration 42Q: 3 clusters Score -1503274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1503280.250000 Penalty: 4881.069824
	Iteration 43Q: 3 clusters Score -1503280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1503279.625000 Penalty: 4881.069824
	Iteration 44Q: 3 clusters Score -1503280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1503285.125000 Penalty: 4881.069824
	Iteration 45Q: 3 clusters Score -1503285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1503287.375000 Penalty: 4881.069824
	Iteration 46Q: 3 clusters Score -1503287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1503289.375000 Penalty: 4881.069824
	Iteration 47Q: 3 clusters Score -1503289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1503293.875000 Penalty: 4881.069824
	Iteration 48Q: 3 clusters Score -1503294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1503293.000000 Penalty: 4881.069824
	Iteration 49Q: 3 clusters Score -1503293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1503298.250000 Penalty: 4881.069824
	Iteration 50Q: 3 clusters Score -1503298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1503298.375000 Penalty: 4881.069824
	Iteration 51Q: 3 clusters Score -1503298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1503302.375000 Penalty: 4881.069824
	Iteration 52Q: 3 clusters Score -1503302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1503301.750000 Penalty: 4881.069824
	Iteration 53Q: 3 clusters Score -1503302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1503311.000000 Penalty: 4881.069824
	Iteration 54Q: 3 clusters Score -1503311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1503313.750000 Penalty: 4881.069824
	Iteration 55Q: 3 clusters Score -1503314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1503318.625000 Penalty: 4881.069824
	Iteration 56Q: 3 clusters Score -1503319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1503319.500000 Penalty: 4881.069824
	Iteration 57Q: 3 clusters Score -1503320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1503326.625000 Penalty: 4881.069824
	Iteration 58Q: 3 clusters Score -1503327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1503323.750000 Penalty: 4881.069824
	Iteration 59Q: 3 clusters Score -1503324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1503324.125000 Penalty: 4881.069824
	Iteration 60F: 3 clusters Score -1503324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1503322.875000 Penalty: 4881.069824
	Iteration 61Q: 3 clusters Score -1503323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1503322.000000 Penalty: 4881.069824
	Iteration 62Q: 3 clusters Score -1503322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1503322.000000 Penalty: 4881.069824
	Iteration 63F: 3 clusters Score -1503322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (297304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297304 members 
Entering Unmasked Estep 
Score: -28921056.000000 Penalty: 3125.422607
	Iteration 0F: 2 clusters Score -2.892106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148348 members 
Mstep: Class 2 contains 148956 members 
Entering Unmasked Estep 
Score: -28773356.000000 Penalty: 6250.845215
	Iteration 0F: 3 clusters Score -2.877336e+07 nChanged 144270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -28860478.000000 Penalty: 6250.845215
	Iteration 1F: 3 clusters Score -2.886048e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -28863598.000000 Penalty: 6250.845215
	Iteration 2Q: 3 clusters Score -2.88636e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140213 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -28867894.000000 Penalty: 6250.845215
	Iteration 3Q: 3 clusters Score -2.886789e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141104 members 
Mstep: Class 2 contains 156200 members 
Entering Unmasked Estep 
Score: -28874530.000000 Penalty: 6250.845215
	Iteration 4F: 3 clusters Score -2.887453e+07 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -28883812.000000 Penalty: 6250.845215
	Iteration 5F: 3 clusters Score -2.888381e+07 nChanged 18214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -28893338.000000 Penalty: 6250.845215
	Iteration 6F: 3 clusters Score -2.889334e+07 nChanged 17903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -28902544.000000 Penalty: 6250.845215
	Iteration 7F: 3 clusters Score -2.890254e+07 nChanged 15942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -28908936.000000 Penalty: 6250.845215
	Iteration 8F: 3 clusters Score -2.890894e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157896 members 
Mstep: Class 2 contains 139408 members 
Entering Unmasked Estep 
Score: -28914068.000000 Penalty: 6250.845215
	Iteration 9Q: 3 clusters Score -2.891407e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161139 members 
Mstep: Class 2 contains 136165 members 
Entering Unmasked Estep 
Score: -28917726.000000 Penalty: 6250.845215
	Iteration 10Q: 3 clusters Score -2.891773e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -28920238.000000 Penalty: 6250.845215
	Iteration 11Q: 3 clusters Score -2.892024e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 131510 members 
Entering Unmasked Estep 
Score: -28921826.000000 Penalty: 6250.845215
	Iteration 12Q: 3 clusters Score -2.892183e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 130162 members 
Entering Unmasked Estep 
Score: -28922596.000000 Penalty: 6250.845215
	Iteration 13Q: 3 clusters Score -2.89226e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -28923032.000000 Penalty: 6250.845215
	Iteration 14Q: 3 clusters Score -2.892303e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -28923104.000000 Penalty: 6250.845215
	Iteration 15Q: 3 clusters Score -2.89231e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 129218 members 
Entering Unmasked Estep 
Score: -28922706.000000 Penalty: 6250.845215
	Iteration 16Q: 3 clusters Score -2.892271e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -28922316.000000 Penalty: 6250.845215
	Iteration 17Q: 3 clusters Score -2.892232e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 130714 members 
Entering Unmasked Estep 
Score: -28922208.000000 Penalty: 6250.845215
	Iteration 18Q: 3 clusters Score -2.892221e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 131804 members 
Entering Unmasked Estep 
Score: -28922220.000000 Penalty: 6250.845215
	Iteration 19Q: 3 clusters Score -2.892222e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -28922146.000000 Penalty: 6250.845215
	Iteration 20F: 3 clusters Score -2.892215e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163060 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -28922090.000000 Penalty: 6250.845215
	Iteration 21Q: 3 clusters Score -2.892209e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161915 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -28922022.000000 Penalty: 6250.845215
	Iteration 22Q: 3 clusters Score -2.892202e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 136245 members 
Entering Unmasked Estep 
Score: -28922146.000000 Penalty: 6250.845215
	Iteration 23Q: 3 clusters Score -2.892215e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -28922186.000000 Penalty: 6250.845215
	Iteration 24Q: 3 clusters Score -2.892219e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160428 members 
Mstep: Class 2 contains 136876 members 
Entering Unmasked Estep 
Score: -28922200.000000 Penalty: 6250.845215
	Iteration 25Q: 3 clusters Score -2.89222e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160722 members 
Mstep: Class 2 contains 136582 members 
Entering Unmasked Estep 
Score: -28922388.000000 Penalty: 6250.845215
	Iteration 26Q: 3 clusters Score -2.892239e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 136091 members 
Entering Unmasked Estep 
Score: -28922476.000000 Penalty: 6250.845215
	Iteration 27Q: 3 clusters Score -2.892248e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161839 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -28922766.000000 Penalty: 6250.845215
	Iteration 28Q: 3 clusters Score -2.892277e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -28922898.000000 Penalty: 6250.845215
	Iteration 29Q: 3 clusters Score -2.89229e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162846 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -28923398.000000 Penalty: 6250.845215
	Iteration 30Q: 3 clusters Score -2.89234e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 134293 members 
Entering Unmasked Estep 
Score: -28923780.000000 Penalty: 6250.845215
	Iteration 31Q: 3 clusters Score -2.892378e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 134620 members 
Entering Unmasked Estep 
Score: -28924396.000000 Penalty: 6250.845215
	Iteration 32Q: 3 clusters Score -2.89244e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 135383 members 
Entering Unmasked Estep 
Score: -28925344.000000 Penalty: 6250.845215
	Iteration 33Q: 3 clusters Score -2.892534e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 136820 members 
Entering Unmasked Estep 
Score: -28926252.000000 Penalty: 6250.845215
	Iteration 34Q: 3 clusters Score -2.892625e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 138971 members 
Entering Unmasked Estep 
Score: -28928152.000000 Penalty: 6250.845215
	Iteration 35Q: 3 clusters Score -2.892815e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155354 members 
Mstep: Class 2 contains 141950 members 
Entering Unmasked Estep 
Score: -28930966.000000 Penalty: 6250.845215
	Iteration 36Q: 3 clusters Score -2.893097e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152153 members 
Mstep: Class 2 contains 145151 members 
Entering Unmasked Estep 
Score: -28933188.000000 Penalty: 6250.845215
	Iteration 37Q: 3 clusters Score -2.893319e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149093 members 
Mstep: Class 2 contains 148211 members 
Entering Unmasked Estep 
Score: -28935384.000000 Penalty: 6250.845215
	Iteration 38Q: 3 clusters Score -2.893538e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 150862 members 
Entering Unmasked Estep 
Score: -28936644.000000 Penalty: 6250.845215
	Iteration 39Q: 3 clusters Score -2.893664e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144274 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -28937610.000000 Penalty: 6250.845215
	Iteration 40F: 3 clusters Score -2.893761e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142479 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -28938196.000000 Penalty: 6250.845215
	Iteration 41Q: 3 clusters Score -2.89382e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141069 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -28938930.000000 Penalty: 6250.845215
	Iteration 42Q: 3 clusters Score -2.893893e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -28939612.000000 Penalty: 6250.845215
	Iteration 43Q: 3 clusters Score -2.893961e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -28940146.000000 Penalty: 6250.845215
	Iteration 44Q: 3 clusters Score -2.894015e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138211 members 
Mstep: Class 2 contains 159093 members 
Entering Unmasked Estep 
Score: -28940562.000000 Penalty: 6250.845215
	Iteration 45Q: 3 clusters Score -2.894056e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137477 members 
Mstep: Class 2 contains 159827 members 
Entering Unmasked Estep 
Score: -28940820.000000 Penalty: 6250.845215
	Iteration 46Q: 3 clusters Score -2.894082e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 160540 members 
Entering Unmasked Estep 
Score: -28940790.000000 Penalty: 6250.845215
	Iteration 47Q: 3 clusters Score -2.894079e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 161153 members 
Entering Unmasked Estep 
Score: -28940980.000000 Penalty: 6250.845215
	Iteration 48Q: 3 clusters Score -2.894098e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 161622 members 
Entering Unmasked Estep 
Score: -28941102.000000 Penalty: 6250.845215
	Iteration 49Q: 3 clusters Score -2.89411e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135279 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -28941084.000000 Penalty: 6250.845215
	Iteration 50Q: 3 clusters Score -2.894108e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134960 members 
Mstep: Class 2 contains 162344 members 
Entering Unmasked Estep 
Score: -28941250.000000 Penalty: 6250.845215
	Iteration 51Q: 3 clusters Score -2.894125e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 162593 members 
Entering Unmasked Estep 
Score: -28941318.000000 Penalty: 6250.845215
	Iteration 52Q: 3 clusters Score -2.894132e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -28941262.000000 Penalty: 6250.845215
	Iteration 53Q: 3 clusters Score -2.894126e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134291 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -28941276.000000 Penalty: 6250.845215
	Iteration 54Q: 3 clusters Score -2.894128e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134160 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -28941282.000000 Penalty: 6250.845215
	Iteration 55Q: 3 clusters Score -2.894128e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134023 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -28941376.000000 Penalty: 6250.845215
	Iteration 56Q: 3 clusters Score -2.894138e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133932 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -28941338.000000 Penalty: 6250.845215
	Iteration 57Q: 3 clusters Score -2.894134e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133862 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -28941262.000000 Penalty: 6250.845215
	Iteration 58Q: 3 clusters Score -2.894126e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133810 members 
Mstep: Class 2 contains 163494 members 
Entering Unmasked Estep 
Score: -28941236.000000 Penalty: 6250.845215
	Iteration 59Q: 3 clusters Score -2.894124e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133758 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -28941162.000000 Penalty: 6250.845215
	Iteration 60F: 3 clusters Score -2.894116e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133748 members 
Mstep: Class 2 contains 163556 members 
Entering Unmasked Estep 
Score: -28941152.000000 Penalty: 6250.845215
	Iteration 61Q: 3 clusters Score -2.894115e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133727 members 
Mstep: Class 2 contains 163577 members 
Entering Unmasked Estep 
Score: -28941104.000000 Penalty: 6250.845215
	Iteration 62Q: 3 clusters Score -2.89411e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133712 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -28941118.000000 Penalty: 6250.845215
	Iteration 63Q: 3 clusters Score -2.894112e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133701 members 
Mstep: Class 2 contains 163603 members 
Entering Unmasked Estep 
Score: -28941136.000000 Penalty: 6250.845215
	Iteration 64Q: 3 clusters Score -2.894114e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 163619 members 
Entering Unmasked Estep 
Score: -28941114.000000 Penalty: 6250.845215
	Iteration 65Q: 3 clusters Score -2.894111e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -28941108.000000 Penalty: 6250.845215
	Iteration 66Q: 3 clusters Score -2.894111e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 163642 members 
Entering Unmasked Estep 
Score: -28941116.000000 Penalty: 6250.845215
	Iteration 67Q: 3 clusters Score -2.894112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133653 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -28941070.000000 Penalty: 6250.845215
	Iteration 68Q: 3 clusters Score -2.894107e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133646 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -28941048.000000 Penalty: 6250.845215
	Iteration 69Q: 3 clusters Score -2.894105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133635 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -28941036.000000 Penalty: 6250.845215
	Iteration 70Q: 3 clusters Score -2.894104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133625 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -28941026.000000 Penalty: 6250.845215
	Iteration 71Q: 3 clusters Score -2.894103e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133622 members 
Mstep: Class 2 contains 163682 members 
Entering Unmasked Estep 
Score: -28941056.000000 Penalty: 6250.845215
	Iteration 72Q: 3 clusters Score -2.894106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133616 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -28941032.000000 Penalty: 6250.845215
	Iteration 73Q: 3 clusters Score -2.894103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133611 members 
Mstep: Class 2 contains 163693 members 
Entering Unmasked Estep 
Score: -28941024.000000 Penalty: 6250.845215
	Iteration 74Q: 3 clusters Score -2.894102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133609 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -28941024.000000 Penalty: 6250.845215
	Iteration 75Q: 3 clusters Score -2.894102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -28941002.000000 Penalty: 6250.845215
	Iteration 76Q: 3 clusters Score -2.8941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 163690 members 
Entering Unmasked Estep 
Score: -28941008.000000 Penalty: 6250.845215
	Iteration 77Q: 3 clusters Score -2.894101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 163687 members 
Entering Unmasked Estep 
Score: -28941002.000000 Penalty: 6250.845215
	Iteration 78Q: 3 clusters Score -2.8941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -28941010.000000 Penalty: 6250.845215
	Iteration 79Q: 3 clusters Score -2.894101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -28941002.000000 Penalty: 6250.845215
	Iteration 80F: 3 clusters Score -2.8941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133615 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -28941016.000000 Penalty: 6250.845215
	Iteration 81Q: 3 clusters Score -2.894102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133616 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -28941026.000000 Penalty: 6250.845215
	Iteration 82Q: 3 clusters Score -2.894103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 163687 members 
Entering Unmasked Estep 
Score: -28941034.000000 Penalty: 6250.845215
	Iteration 83Q: 3 clusters Score -2.894103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -28941016.000000 Penalty: 6250.845215
	Iteration 84Q: 3 clusters Score -2.894102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -28941016.000000 Penalty: 6250.845215
	Iteration 85F: 3 clusters Score -2.894102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 124626 members 
Mstep: Class 16 contains 41936 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 133618 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Mstep: Class 32 contains 13197 members 
Mstep: Class 33 contains 24626 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 45431 members 
Mstep: Class 36 contains 163686 members 
Entering Unmasked Estep 
Score: -150479264.000000 Penalty: 128489.460938
Splitting cluster 21 changes total score from -150211440.000000 to -150479264.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -566265.500000 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -566265.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -560232.187500 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -560232.2 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -562716.562500 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -562716.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -564276.625000 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -564276.6 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -565716.625000 Penalty: 4439.721680
	Iteration 3F: 3 clusters Score -565716.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -566562.250000 Penalty: 4439.721680
	Iteration 4F: 3 clusters Score -566562.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -566926.875000 Penalty: 4439.721680
	Iteration 5F: 3 clusters Score -566926.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -567083.500000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -567083.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -567159.562500 Penalty: 4439.721680
	Iteration 7Q: 3 clusters Score -567159.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -567204.375000 Penalty: 4439.721680
	Iteration 8Q: 3 clusters Score -567204.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -567235.875000 Penalty: 4439.721680
	Iteration 9Q: 3 clusters Score -567235.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -567256.687500 Penalty: 4439.721680
	Iteration 10Q: 3 clusters Score -567256.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -567268.937500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -567268.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -567279.375000 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -567279.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -567284.625000 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -567284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -567289.062500 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -567289.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -567293.750000 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -567293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -567296.062500 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -567296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -567298.000000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -567298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -567300.937500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -567300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -567303.125000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -567303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -567303.562500 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -567303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -567303.125000 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -567303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -567306.812500 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -567306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -567308.437500 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -567308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -567309.562500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -567309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -567311.937500 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -567311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -567312.500000 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -567312.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -567312.625000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -567312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -567312.750000 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -567312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -567312.500000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -567312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -567313.000000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -567313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -567313.875000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -567313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -567315.375000 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -567315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -567314.375000 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -567314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -567315.000000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -567315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -567315.000000 Penalty: 4439.721680
	Iteration 35F: 3 clusters Score -567315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 124626 members 
Mstep: Class 16 contains 41936 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 133618 members 
Mstep: Class 22 contains 158301 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 6567 members 
Mstep: Class 26 contains 14334 members 
Mstep: Class 27 contains 2667 members 
Mstep: Class 28 contains 5707 members 
Mstep: Class 29 contains 6754 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 10589 members 
Mstep: Class 32 contains 13197 members 
Mstep: Class 33 contains 24626 members 
Mstep: Class 34 contains 4533 members 
Mstep: Class 35 contains 45431 members 
Mstep: Class 36 contains 163686 members 
Mstep: Class 37 contains 1413 members 
Entering Unmasked Estep 
Score: -150479376.000000 Penalty: 132058.609375
Splitting cluster 23 changes total score from -150211440.000000 to -150479376.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 138649 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 61403 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 15024 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 106173 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 28585 members 
Mstep: Class 14 contains 7583 members 
Mstep: Class 15 contains 124626 members 
Mstep: Class 16 contains 41936 members 
Mstep: Class 17 contains 341126 members 
Mstep: Class 18 contains 197216 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 133618 members 
Mstep: Class 23 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150522560.000000 Penalty: 132058.609375
Iteration 39Q: 38 clusters Score -1.505226e+08 nChanged 47416
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 14096 members 
Mstep: Class 5 contains 61180 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 106186 members 
Mstep: Class 12 contains 19384 members 
Mstep: Class 13 contains 29397 members 
Mstep: Class 14 contains 10493 members 
Mstep: Class 15 contains 124625 members 
Mstep: Class 16 contains 42616 members 
Mstep: Class 17 contains 340487 members 
Mstep: Class 18 contains 197500 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 18959 members 
Mstep: Class 21 contains 137902 members 
Mstep: Class 22 contains 154479 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 14724 members 
Mstep: Class 25 contains 6401 members 
Mstep: Class 26 contains 13065 members 
Mstep: Class 27 contains 3441 members 
Mstep: Class 28 contains 5706 members 
Mstep: Class 29 contains 6788 members 
Mstep: Class 30 contains 7336 members 
Mstep: Class 31 contains 10559 members 
Mstep: Class 32 contains 13632 members 
Mstep: Class 33 contains 25327 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 43839 members 
Mstep: Class 36 contains 155842 members 
Mstep: Class 37 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150556080.000000 Penalty: 132058.609375
Iteration 40F: 38 clusters Score -1.505561e+08 nChanged 33617
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 11360 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 15904 members 
Mstep: Class 10 contains 10942 members 
Mstep: Class 11 contains 105907 members 
Mstep: Class 12 contains 19330 members 
Mstep: Class 13 contains 28690 members 
Mstep: Class 14 contains 12513 members 
Mstep: Class 15 contains 123230 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 338486 members 
Mstep: Class 18 contains 196889 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 19119 members 
Mstep: Class 21 contains 137065 members 
Mstep: Class 22 contains 155202 members 
Mstep: Class 23 contains 6370 members 
Mstep: Class 24 contains 14423 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 4399 members 
Mstep: Class 28 contains 6515 members 
Mstep: Class 29 contains 6964 members 
Mstep: Class 30 contains 6869 members 
Mstep: Class 31 contains 10959 members 
Mstep: Class 32 contains 14555 members 
Mstep: Class 33 contains 26349 members 
Mstep: Class 34 contains 4881 members 
Mstep: Class 35 contains 44363 members 
Mstep: Class 36 contains 154462 members 
Mstep: Class 37 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150565120.000000 Penalty: 132058.609375
Iteration 41Q: 38 clusters Score -1.505651e+08 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 140918 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 13877 members 
Mstep: Class 5 contains 60327 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 11764 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 16186 members 
Mstep: Class 10 contains 10882 members 
Mstep: Class 11 contains 105731 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 27904 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 122369 members 
Mstep: Class 16 contains 42815 members 
Mstep: Class 17 contains 337319 members 
Mstep: Class 18 contains 196357 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 19279 members 
Mstep: Class 21 contains 136895 members 
Mstep: Class 22 contains 155049 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 14209 members 
Mstep: Class 25 contains 6560 members 
Mstep: Class 26 contains 13534 members 
Mstep: Class 27 contains 4440 members 
Mstep: Class 28 contains 6929 members 
Mstep: Class 29 contains 7198 members 
Mstep: Class 30 contains 6272 members 
Mstep: Class 31 contains 11329 members 
Mstep: Class 32 contains 14604 members 
Mstep: Class 33 contains 27179 members 
Mstep: Class 34 contains 5093 members 
Mstep: Class 35 contains 44406 members 
Mstep: Class 36 contains 154014 members 
Mstep: Class 37 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150570112.000000 Penalty: 132058.609375
Iteration 42Q: 38 clusters Score -1.505701e+08 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 140563 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 60142 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 12140 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 16484 members 
Mstep: Class 10 contains 10858 members 
Mstep: Class 11 contains 105619 members 
Mstep: Class 12 contains 19301 members 
Mstep: Class 13 contains 27117 members 
Mstep: Class 14 contains 15394 members 
Mstep: Class 15 contains 121652 members 
Mstep: Class 16 contains 42799 members 
Mstep: Class 17 contains 336416 members 
Mstep: Class 18 contains 195883 members 
Mstep: Class 19 contains 7472 members 
Mstep: Class 20 contains 19420 members 
Mstep: Class 21 contains 136671 members 
Mstep: Class 22 contains 155018 members 
Mstep: Class 23 contains 6520 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 6560 members 
Mstep: Class 26 contains 13538 members 
Mstep: Class 27 contains 4427 members 
Mstep: Class 28 contains 7169 members 
Mstep: Class 29 contains 7458 members 
Mstep: Class 30 contains 5731 members 
Mstep: Class 31 contains 11641 members 
Mstep: Class 32 contains 14554 members 
Mstep: Class 33 contains 27934 members 
Mstep: Class 34 contains 5278 members 
Mstep: Class 35 contains 44267 members 
Mstep: Class 36 contains 153953 members 
Mstep: Class 37 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150574528.000000 Penalty: 132058.609375
Iteration 43Q: 38 clusters Score -1.505745e+08 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 140199 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 13813 members 
Mstep: Class 5 contains 59984 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 12398 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 16756 members 
Mstep: Class 10 contains 10853 members 
Mstep: Class 11 contains 105549 members 
Mstep: Class 12 contains 19292 members 
Mstep: Class 13 contains 26340 members 
Mstep: Class 14 contains 16423 members 
Mstep: Class 15 contains 121004 members 
Mstep: Class 16 contains 42776 members 
Mstep: Class 17 contains 335702 members 
Mstep: Class 18 contains 195430 members 
Mstep: Class 19 contains 7913 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 136307 members 
Mstep: Class 22 contains 155100 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 6560 members 
Mstep: Class 26 contains 13499 members 
Mstep: Class 27 contains 4415 members 
Mstep: Class 28 contains 7341 members 
Mstep: Class 29 contains 7650 members 
Mstep: Class 30 contains 5376 members 
Mstep: Class 31 contains 11901 members 
Mstep: Class 32 contains 14515 members 
Mstep: Class 33 contains 28599 members 
Mstep: Class 34 contains 5374 members 
Mstep: Class 35 contains 44012 members 
Mstep: Class 36 contains 154171 members 
Mstep: Class 37 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150576224.000000 Penalty: 132058.609375
Iteration 44Q: 38 clusters Score -1.505762e+08 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 4876 members 
Mstep: Class 4 contains 13810 members 
Mstep: Class 5 contains 59871 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 12585 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 16996 members 
Mstep: Class 10 contains 10853 members 
Mstep: Class 11 contains 105515 members 
Mstep: Class 12 contains 19284 members 
Mstep: Class 13 contains 25486 members 
Mstep: Class 14 contains 17384 members 
Mstep: Class 15 contains 120448 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 335050 members 
Mstep: Class 18 contains 194970 members 
Mstep: Class 19 contains 8408 members 
Mstep: Class 20 contains 19631 members 
Mstep: Class 21 contains 135888 members 
Mstep: Class 22 contains 155206 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 13801 members 
Mstep: Class 25 contains 6562 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 7478 members 
Mstep: Class 29 contains 7765 members 
Mstep: Class 30 contains 5165 members 
Mstep: Class 31 contains 12160 members 
Mstep: Class 32 contains 14502 members 
Mstep: Class 33 contains 29211 members 
Mstep: Class 34 contains 5418 members 
Mstep: Class 35 contains 43663 members 
Mstep: Class 36 contains 154463 members 
Mstep: Class 37 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150578720.000000 Penalty: 132058.609375
Iteration 45Q: 38 clusters Score -1.505787e+08 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139610 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 5212 members 
Mstep: Class 4 contains 13805 members 
Mstep: Class 5 contains 59780 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 17177 members 
Mstep: Class 10 contains 10876 members 
Mstep: Class 11 contains 105512 members 
Mstep: Class 12 contains 19275 members 
Mstep: Class 13 contains 24519 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 15 contains 119975 members 
Mstep: Class 16 contains 42726 members 
Mstep: Class 17 contains 334514 members 
Mstep: Class 18 contains 194419 members 
Mstep: Class 19 contains 8960 members 
Mstep: Class 20 contains 19714 members 
Mstep: Class 21 contains 135471 members 
Mstep: Class 22 contains 155325 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 13681 members 
Mstep: Class 25 contains 6556 members 
Mstep: Class 26 contains 13569 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 7561 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 5010 members 
Mstep: Class 31 contains 12395 members 
Mstep: Class 32 contains 14486 members 
Mstep: Class 33 contains 29730 members 
Mstep: Class 34 contains 5435 members 
Mstep: Class 35 contains 43277 members 
Mstep: Class 36 contains 154814 members 
Mstep: Class 37 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150581920.000000 Penalty: 132058.609375
Iteration 46Q: 38 clusters Score -1.505819e+08 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 13802 members 
Mstep: Class 5 contains 59746 members 
Mstep: Class 6 contains 4702 members 
Mstep: Class 7 contains 12875 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 17281 members 
Mstep: Class 10 contains 10896 members 
Mstep: Class 11 contains 105495 members 
Mstep: Class 12 contains 19264 members 
Mstep: Class 13 contains 23483 members 
Mstep: Class 14 contains 19470 members 
Mstep: Class 15 contains 119564 members 
Mstep: Class 16 contains 42692 members 
Mstep: Class 17 contains 334045 members 
Mstep: Class 18 contains 193674 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 20 contains 19772 members 
Mstep: Class 21 contains 135011 members 
Mstep: Class 22 contains 155442 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 13594 members 
Mstep: Class 25 contains 6549 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 4395 members 
Mstep: Class 28 contains 7658 members 
Mstep: Class 29 contains 7910 members 
Mstep: Class 30 contains 4917 members 
Mstep: Class 31 contains 12618 members 
Mstep: Class 32 contains 14472 members 
Mstep: Class 33 contains 30171 members 
Mstep: Class 34 contains 5441 members 
Mstep: Class 35 contains 42850 members 
Mstep: Class 36 contains 155125 members 
Mstep: Class 37 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150587472.000000 Penalty: 132058.609375
Iteration 47Q: 38 clusters Score -1.505875e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139224 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 13804 members 
Mstep: Class 5 contains 59718 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 12993 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 17279 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 105428 members 
Mstep: Class 12 contains 19257 members 
Mstep: Class 13 contains 22459 members 
Mstep: Class 14 contains 20532 members 
Mstep: Class 15 contains 119206 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 333634 members 
Mstep: Class 18 contains 192429 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 19804 members 
Mstep: Class 21 contains 134599 members 
Mstep: Class 22 contains 155502 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 13536 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 14584 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 7733 members 
Mstep: Class 29 contains 7952 members 
Mstep: Class 30 contains 4839 members 
Mstep: Class 31 contains 12836 members 
Mstep: Class 32 contains 14478 members 
Mstep: Class 33 contains 30570 members 
Mstep: Class 34 contains 5445 members 
Mstep: Class 35 contains 42494 members 
Mstep: Class 36 contains 155402 members 
Mstep: Class 37 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150593504.000000 Penalty: 132058.609375
Iteration 48Q: 38 clusters Score -1.505935e+08 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 5899 members 
Mstep: Class 4 contains 13809 members 
Mstep: Class 5 contains 59696 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 13107 members 
Mstep: Class 8 contains 5140 members 
Mstep: Class 9 contains 17235 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 105342 members 
Mstep: Class 12 contains 19253 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 21466 members 
Mstep: Class 15 contains 118932 members 
Mstep: Class 16 contains 42578 members 
Mstep: Class 17 contains 333365 members 
Mstep: Class 18 contains 190662 members 
Mstep: Class 19 contains 10880 members 
Mstep: Class 20 contains 19824 members 
Mstep: Class 21 contains 134212 members 
Mstep: Class 22 contains 155475 members 
Mstep: Class 23 contains 6769 members 
Mstep: Class 24 contains 13460 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 16031 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 7770 members 
Mstep: Class 29 contains 7981 members 
Mstep: Class 30 contains 4787 members 
Mstep: Class 31 contains 13087 members 
Mstep: Class 32 contains 14464 members 
Mstep: Class 33 contains 30906 members 
Mstep: Class 34 contains 5448 members 
Mstep: Class 35 contains 42161 members 
Mstep: Class 36 contains 155653 members 
Mstep: Class 37 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150597344.000000 Penalty: 132058.609375
Iteration 49Q: 38 clusters Score -1.505973e+08 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139077 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 59676 members 
Mstep: Class 6 contains 4664 members 
Mstep: Class 7 contains 13169 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 17131 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 105277 members 
Mstep: Class 12 contains 19250 members 
Mstep: Class 13 contains 20807 members 
Mstep: Class 14 contains 22155 members 
Mstep: Class 15 contains 118714 members 
Mstep: Class 16 contains 42500 members 
Mstep: Class 17 contains 333101 members 
Mstep: Class 18 contains 189038 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 19844 members 
Mstep: Class 21 contains 133881 members 
Mstep: Class 22 contains 155480 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 6542 members 
Mstep: Class 26 contains 17477 members 
Mstep: Class 27 contains 4383 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 7994 members 
Mstep: Class 30 contains 4762 members 
Mstep: Class 31 contains 13345 members 
Mstep: Class 32 contains 14453 members 
Mstep: Class 33 contains 31197 members 
Mstep: Class 34 contains 5447 members 
Mstep: Class 35 contains 41896 members 
Mstep: Class 36 contains 155843 members 
Mstep: Class 37 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150599664.000000 Penalty: 132058.609375
Iteration 50Q: 38 clusters Score -1.505997e+08 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139087 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 6277 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 59645 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 13211 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 16993 members 
Mstep: Class 10 contains 10961 members 
Mstep: Class 11 contains 105240 members 
Mstep: Class 12 contains 19243 members 
Mstep: Class 13 contains 20199 members 
Mstep: Class 14 contains 22643 members 
Mstep: Class 15 contains 118527 members 
Mstep: Class 16 contains 42430 members 
Mstep: Class 17 contains 332854 members 
Mstep: Class 18 contains 187615 members 
Mstep: Class 19 contains 11929 members 
Mstep: Class 20 contains 19858 members 
Mstep: Class 21 contains 133589 members 
Mstep: Class 22 contains 155473 members 
Mstep: Class 23 contains 6801 members 
Mstep: Class 24 contains 13320 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 18802 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 7809 members 
Mstep: Class 29 contains 8002 members 
Mstep: Class 30 contains 4747 members 
Mstep: Class 31 contains 13566 members 
Mstep: Class 32 contains 14461 members 
Mstep: Class 33 contains 31490 members 
Mstep: Class 34 contains 5447 members 
Mstep: Class 35 contains 41730 members 
Mstep: Class 36 contains 156025 members 
Mstep: Class 37 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150601760.000000 Penalty: 132058.609375
Iteration 51Q: 38 clusters Score -1.506018e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 5447 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 13823 members 
Mstep: Class 5 contains 59645 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 13274 members 
Mstep: Class 8 contains 5290 members 
Mstep: Class 9 contains 16846 members 
Mstep: Class 10 contains 10981 members 
Mstep: Class 11 contains 105202 members 
Mstep: Class 12 contains 19241 members 
Mstep: Class 13 contains 19716 members 
Mstep: Class 14 contains 22996 members 
Mstep: Class 15 contains 118372 members 
Mstep: Class 16 contains 42338 members 
Mstep: Class 17 contains 332626 members 
Mstep: Class 18 contains 186387 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 19882 members 
Mstep: Class 21 contains 133358 members 
Mstep: Class 22 contains 155485 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 13253 members 
Mstep: Class 25 contains 6547 members 
Mstep: Class 26 contains 19974 members 
Mstep: Class 27 contains 4380 members 
Mstep: Class 28 contains 7825 members 
Mstep: Class 29 contains 8012 members 
Mstep: Class 30 contains 4726 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 14461 members 
Mstep: Class 33 contains 31742 members 
Mstep: Class 34 contains 5446 members 
Mstep: Class 35 contains 41568 members 
Mstep: Class 36 contains 156192 members 
Mstep: Class 37 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150602016.000000 Penalty: 132058.609375
Iteration 52Q: 38 clusters Score -1.50602e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139085 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 59642 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 13323 members 
Mstep: Class 8 contains 5303 members 
Mstep: Class 9 contains 16707 members 
Mstep: Class 10 contains 10994 members 
Mstep: Class 11 contains 105183 members 
Mstep: Class 12 contains 19238 members 
Mstep: Class 13 contains 19347 members 
Mstep: Class 14 contains 23258 members 
Mstep: Class 15 contains 118232 members 
Mstep: Class 16 contains 42257 members 
Mstep: Class 17 contains 332469 members 
Mstep: Class 18 contains 185352 members 
Mstep: Class 19 contains 12713 members 
Mstep: Class 20 contains 19897 members 
Mstep: Class 21 contains 133116 members 
Mstep: Class 22 contains 155524 members 
Mstep: Class 23 contains 6823 members 
Mstep: Class 24 contains 13190 members 
Mstep: Class 25 contains 6548 members 
Mstep: Class 26 contains 20983 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 8011 members 
Mstep: Class 30 contains 4723 members 
Mstep: Class 31 contains 13934 members 
Mstep: Class 32 contains 14456 members 
Mstep: Class 33 contains 31955 members 
Mstep: Class 34 contains 5446 members 
Mstep: Class 35 contains 41474 members 
Mstep: Class 36 contains 156325 members 
Mstep: Class 37 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150602864.000000 Penalty: 132058.609375
Iteration 53Q: 38 clusters Score -1.506029e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 6548 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 59640 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 13355 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 16580 members 
Mstep: Class 10 contains 11010 members 
Mstep: Class 11 contains 105170 members 
Mstep: Class 12 contains 19234 members 
Mstep: Class 13 contains 19068 members 
Mstep: Class 14 contains 23449 members 
Mstep: Class 15 contains 118182 members 
Mstep: Class 16 contains 42193 members 
Mstep: Class 17 contains 332312 members 
Mstep: Class 18 contains 184456 members 
Mstep: Class 19 contains 13010 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 132944 members 
Mstep: Class 22 contains 155549 members 
Mstep: Class 23 contains 6836 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 6547 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 7826 members 
Mstep: Class 29 contains 8007 members 
Mstep: Class 30 contains 4724 members 
Mstep: Class 31 contains 14070 members 
Mstep: Class 32 contains 14451 members 
Mstep: Class 33 contains 32101 members 
Mstep: Class 34 contains 5446 members 
Mstep: Class 35 contains 41424 members 
Mstep: Class 36 contains 156426 members 
Mstep: Class 37 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603280.000000 Penalty: 132058.609375
Iteration 54Q: 38 clusters Score -1.506033e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 59636 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 13383 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 16472 members 
Mstep: Class 10 contains 11018 members 
Mstep: Class 11 contains 105144 members 
Mstep: Class 12 contains 19232 members 
Mstep: Class 13 contains 18866 members 
Mstep: Class 14 contains 23582 members 
Mstep: Class 15 contains 118134 members 
Mstep: Class 16 contains 42120 members 
Mstep: Class 17 contains 332173 members 
Mstep: Class 18 contains 183724 members 
Mstep: Class 19 contains 13243 members 
Mstep: Class 20 contains 19935 members 
Mstep: Class 21 contains 132817 members 
Mstep: Class 22 contains 155557 members 
Mstep: Class 23 contains 6844 members 
Mstep: Class 24 contains 13058 members 
Mstep: Class 25 contains 6547 members 
Mstep: Class 26 contains 22655 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 7833 members 
Mstep: Class 29 contains 7999 members 
Mstep: Class 30 contains 4736 members 
Mstep: Class 31 contains 14179 members 
Mstep: Class 32 contains 14457 members 
Mstep: Class 33 contains 32226 members 
Mstep: Class 34 contains 5445 members 
Mstep: Class 35 contains 41422 members 
Mstep: Class 36 contains 156484 members 
Mstep: Class 37 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603552.000000 Penalty: 132058.609375
Iteration 55Q: 38 clusters Score -1.506036e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139117 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 59620 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 13402 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 16361 members 
Mstep: Class 10 contains 11030 members 
Mstep: Class 11 contains 105142 members 
Mstep: Class 12 contains 19229 members 
Mstep: Class 13 contains 18716 members 
Mstep: Class 14 contains 23680 members 
Mstep: Class 15 contains 118088 members 
Mstep: Class 16 contains 42030 members 
Mstep: Class 17 contains 332062 members 
Mstep: Class 18 contains 183074 members 
Mstep: Class 19 contains 13458 members 
Mstep: Class 20 contains 19943 members 
Mstep: Class 21 contains 132772 members 
Mstep: Class 22 contains 155560 members 
Mstep: Class 23 contains 6848 members 
Mstep: Class 24 contains 13002 members 
Mstep: Class 25 contains 6547 members 
Mstep: Class 26 contains 23342 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 7836 members 
Mstep: Class 29 contains 7993 members 
Mstep: Class 30 contains 4746 members 
Mstep: Class 31 contains 14259 members 
Mstep: Class 32 contains 14461 members 
Mstep: Class 33 contains 32354 members 
Mstep: Class 34 contains 5443 members 
Mstep: Class 35 contains 41442 members 
Mstep: Class 36 contains 156485 members 
Mstep: Class 37 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603552.000000 Penalty: 132058.609375
Iteration 56Q: 38 clusters Score -1.506036e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139124 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 13829 members 
Mstep: Class 5 contains 59608 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 13412 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 16277 members 
Mstep: Class 10 contains 11038 members 
Mstep: Class 11 contains 105129 members 
Mstep: Class 12 contains 19228 members 
Mstep: Class 13 contains 18602 members 
Mstep: Class 14 contains 23757 members 
Mstep: Class 15 contains 118049 members 
Mstep: Class 16 contains 41914 members 
Mstep: Class 17 contains 331982 members 
Mstep: Class 18 contains 182537 members 
Mstep: Class 19 contains 13634 members 
Mstep: Class 20 contains 19954 members 
Mstep: Class 21 contains 132719 members 
Mstep: Class 22 contains 155573 members 
Mstep: Class 23 contains 6850 members 
Mstep: Class 24 contains 12959 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 23944 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 7842 members 
Mstep: Class 29 contains 7985 members 
Mstep: Class 30 contains 4748 members 
Mstep: Class 31 contains 14320 members 
Mstep: Class 32 contains 14462 members 
Mstep: Class 33 contains 32462 members 
Mstep: Class 34 contains 5443 members 
Mstep: Class 35 contains 41483 members 
Mstep: Class 36 contains 156493 members 
Mstep: Class 37 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603632.000000 Penalty: 132058.609375
Iteration 57Q: 38 clusters Score -1.506036e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 59600 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 13410 members 
Mstep: Class 8 contains 5345 members 
Mstep: Class 9 contains 16196 members 
Mstep: Class 10 contains 11045 members 
Mstep: Class 11 contains 105124 members 
Mstep: Class 12 contains 19227 members 
Mstep: Class 13 contains 18477 members 
Mstep: Class 14 contains 23831 members 
Mstep: Class 15 contains 117997 members 
Mstep: Class 16 contains 41812 members 
Mstep: Class 17 contains 331887 members 
Mstep: Class 18 contains 182046 members 
Mstep: Class 19 contains 13788 members 
Mstep: Class 20 contains 19956 members 
Mstep: Class 21 contains 132712 members 
Mstep: Class 22 contains 155596 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 12919 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 24536 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 7847 members 
Mstep: Class 29 contains 7977 members 
Mstep: Class 30 contains 4753 members 
Mstep: Class 31 contains 14384 members 
Mstep: Class 32 contains 14458 members 
Mstep: Class 33 contains 32565 members 
Mstep: Class 34 contains 5447 members 
Mstep: Class 35 contains 41554 members 
Mstep: Class 36 contains 156443 members 
Mstep: Class 37 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150603824.000000 Penalty: 132058.609375
Iteration 58Q: 38 clusters Score -1.506038e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139133 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 6753 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 59610 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 13383 members 
Mstep: Class 8 contains 5347 members 
Mstep: Class 9 contains 16126 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 11 contains 105115 members 
Mstep: Class 12 contains 19225 members 
Mstep: Class 13 contains 18347 members 
Mstep: Class 14 contains 23890 members 
Mstep: Class 15 contains 117949 members 
Mstep: Class 16 contains 41697 members 
Mstep: Class 17 contains 331786 members 
Mstep: Class 18 contains 181602 members 
Mstep: Class 19 contains 13895 members 
Mstep: Class 20 contains 19958 members 
Mstep: Class 21 contains 132723 members 
Mstep: Class 22 contains 155655 members 
Mstep: Class 23 contains 6851 members 
Mstep: Class 24 contains 12886 members 
Mstep: Class 25 contains 6543 members 
Mstep: Class 26 contains 25094 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 7869 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 4759 members 
Mstep: Class 31 contains 14442 members 
Mstep: Class 32 contains 14456 members 
Mstep: Class 33 contains 32669 members 
Mstep: Class 34 contains 5446 members 
Mstep: Class 35 contains 41670 members 
Mstep: Class 36 contains 156403 members 
Mstep: Class 37 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150604064.000000 Penalty: 132058.609375
Iteration 59Q: 38 clusters Score -1.506041e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 139118 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 6792 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 59620 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 13358 members 
Mstep: Class 8 contains 5350 members 
Mstep: Class 9 contains 16087 members 
Mstep: Class 10 contains 11050 members 
Mstep: Class 11 contains 105101 members 
Mstep: Class 12 contains 19223 members 
Mstep: Class 13 contains 18218 members 
Mstep: Class 14 contains 23929 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 41540 members 
Mstep: Class 17 contains 331743 members 
Mstep: Class 18 contains 181100 members 
Mstep: Class 19 contains 13986 members 
Mstep: Class 20 contains 19963 members 
Mstep: Class 21 contains 132733 members 
Mstep: Class 22 contains 155699 members 
Mstep: Class 23 contains 6852 members 
Mstep: Class 24 contains 12844 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 25758 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 7874 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 4771 members 
Mstep: Class 31 contains 14524 members 
Mstep: Class 32 contains 14458 members 
Mstep: Class 33 contains 32749 members 
Mstep: Class 34 contains 5445 members 
Mstep: Class 35 contains 41787 members 
Mstep: Class 36 contains 156370 members 
Mstep: Class 37 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150605232.000000 Penalty: 132058.609375
Iteration 60F: 38 clusters Score -1.506052e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 59625 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 13318 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 16055 members 
Mstep: Class 10 contains 11053 members 
Mstep: Class 11 contains 105071 members 
Mstep: Class 12 contains 19217 members 
Mstep: Class 13 contains 18098 members 
Mstep: Class 14 contains 23974 members 
Mstep: Class 15 contains 117845 members 
Mstep: Class 16 contains 41341 members 
Mstep: Class 17 contains 331623 members 
Mstep: Class 18 contains 180522 members 
Mstep: Class 19 contains 14080 members 
Mstep: Class 20 contains 19963 members 
Mstep: Class 21 contains 132747 members 
Mstep: Class 22 contains 155739 members 
Mstep: Class 23 contains 6853 members 
Mstep: Class 24 contains 12827 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 26464 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 7863 members 
Mstep: Class 29 contains 8000 members 
Mstep: Class 30 contains 4723 members 
Mstep: Class 31 contains 14592 members 
Mstep: Class 32 contains 14459 members 
Mstep: Class 33 contains 32821 members 
Mstep: Class 34 contains 5454 members 
Mstep: Class 35 contains 41932 members 
Mstep: Class 36 contains 156329 members 
Mstep: Class 37 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150606848.000000 Penalty: 132058.609375
Iteration 61Q: 38 clusters Score -1.506068e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 139122 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 59611 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 7 contains 13266 members 
Mstep: Class 8 contains 5282 members 
Mstep: Class 9 contains 16004 members 
Mstep: Class 10 contains 11049 members 
Mstep: Class 11 contains 105025 members 
Mstep: Class 12 contains 19208 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 24017 members 
Mstep: Class 15 contains 117800 members 
Mstep: Class 16 contains 41163 members 
Mstep: Class 17 contains 331501 members 
Mstep: Class 18 contains 179869 members 
Mstep: Class 19 contains 14180 members 
Mstep: Class 20 contains 19960 members 
Mstep: Class 21 contains 132770 members 
Mstep: Class 22 contains 155755 members 
Mstep: Class 23 contains 6868 members 
Mstep: Class 24 contains 12813 members 
Mstep: Class 25 contains 6527 members 
Mstep: Class 26 contains 27148 members 
Mstep: Class 27 contains 4380 members 
Mstep: Class 28 contains 7867 members 
Mstep: Class 29 contains 8004 members 
Mstep: Class 30 contains 4708 members 
Mstep: Class 31 contains 14655 members 
Mstep: Class 32 contains 14462 members 
Mstep: Class 33 contains 32887 members 
Mstep: Class 34 contains 5460 members 
Mstep: Class 35 contains 42135 members 
Mstep: Class 36 contains 156284 members 
Mstep: Class 37 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150608032.000000 Penalty: 132058.609375
Iteration 62Q: 38 clusters Score -1.50608e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 139127 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 3 contains 7042 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 59598 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 13198 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 15935 members 
Mstep: Class 10 contains 11053 members 
Mstep: Class 11 contains 104959 members 
Mstep: Class 12 contains 19195 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 24057 members 
Mstep: Class 15 contains 117770 members 
Mstep: Class 16 contains 40972 members 
Mstep: Class 17 contains 331422 members 
Mstep: Class 18 contains 179247 members 
Mstep: Class 19 contains 14295 members 
Mstep: Class 20 contains 19959 members 
Mstep: Class 21 contains 132789 members 
Mstep: Class 22 contains 155773 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 12798 members 
Mstep: Class 25 contains 6522 members 
Mstep: Class 26 contains 27773 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 8001 members 
Mstep: Class 30 contains 4692 members 
Mstep: Class 31 contains 14715 members 
Mstep: Class 32 contains 14461 members 
Mstep: Class 33 contains 32946 members 
Mstep: Class 34 contains 5463 members 
Mstep: Class 35 contains 42328 members 
Mstep: Class 36 contains 156245 members 
Mstep: Class 37 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150609408.000000 Penalty: 132058.609375
Iteration 63Q: 38 clusters Score -1.506094e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 59587 members 
Mstep: Class 6 contains 4132 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 15885 members 
Mstep: Class 10 contains 11055 members 
Mstep: Class 11 contains 104876 members 
Mstep: Class 12 contains 19181 members 
Mstep: Class 13 contains 17798 members 
Mstep: Class 14 contains 24082 members 
Mstep: Class 15 contains 117738 members 
Mstep: Class 16 contains 40763 members 
Mstep: Class 17 contains 331307 members 
Mstep: Class 18 contains 178711 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 19956 members 
Mstep: Class 21 contains 132810 members 
Mstep: Class 22 contains 155770 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 12791 members 
Mstep: Class 25 contains 6519 members 
Mstep: Class 26 contains 28311 members 
Mstep: Class 27 contains 4375 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 7997 members 
Mstep: Class 30 contains 4675 members 
Mstep: Class 31 contains 14777 members 
Mstep: Class 32 contains 14461 members 
Mstep: Class 33 contains 32996 members 
Mstep: Class 34 contains 5469 members 
Mstep: Class 35 contains 42544 members 
Mstep: Class 36 contains 156217 members 
Mstep: Class 37 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150611968.000000 Penalty: 132058.609375
Iteration 64Q: 38 clusters Score -1.50612e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 139150 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 59564 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 13002 members 
Mstep: Class 8 contains 5009 members 
Mstep: Class 9 contains 15825 members 
Mstep: Class 10 contains 11059 members 
Mstep: Class 11 contains 104753 members 
Mstep: Class 12 contains 19165 members 
Mstep: Class 13 contains 17689 members 
Mstep: Class 14 contains 24108 members 
Mstep: Class 15 contains 117737 members 
Mstep: Class 16 contains 40546 members 
Mstep: Class 17 contains 331164 members 
Mstep: Class 18 contains 178265 members 
Mstep: Class 19 contains 14474 members 
Mstep: Class 20 contains 19948 members 
Mstep: Class 21 contains 132847 members 
Mstep: Class 22 contains 155784 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 12768 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 28747 members 
Mstep: Class 27 contains 4376 members 
Mstep: Class 28 contains 7896 members 
Mstep: Class 29 contains 7994 members 
Mstep: Class 30 contains 4662 members 
Mstep: Class 31 contains 14839 members 
Mstep: Class 32 contains 14460 members 
Mstep: Class 33 contains 33033 members 
Mstep: Class 34 contains 5471 members 
Mstep: Class 35 contains 42726 members 
Mstep: Class 36 contains 156180 members 
Mstep: Class 37 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150612720.000000 Penalty: 132058.609375
Iteration 65Q: 38 clusters Score -1.506127e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 7139 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 59544 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 12927 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 15762 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 104640 members 
Mstep: Class 12 contains 19147 members 
Mstep: Class 13 contains 17584 members 
Mstep: Class 14 contains 24132 members 
Mstep: Class 15 contains 117751 members 
Mstep: Class 16 contains 40365 members 
Mstep: Class 17 contains 331033 members 
Mstep: Class 18 contains 177858 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 19939 members 
Mstep: Class 21 contains 132862 members 
Mstep: Class 22 contains 155782 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 12744 members 
Mstep: Class 25 contains 6514 members 
Mstep: Class 26 contains 29137 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 7940 members 
Mstep: Class 29 contains 7988 members 
Mstep: Class 30 contains 4647 members 
Mstep: Class 31 contains 14911 members 
Mstep: Class 32 contains 14461 members 
Mstep: Class 33 contains 33066 members 
Mstep: Class 34 contains 5477 members 
Mstep: Class 35 contains 42852 members 
Mstep: Class 36 contains 156162 members 
Mstep: Class 37 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150613680.000000 Penalty: 132058.609375
Iteration 66Q: 38 clusters Score -1.506137e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 139156 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 59525 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 4866 members 
Mstep: Class 9 contains 15709 members 
Mstep: Class 10 contains 11052 members 
Mstep: Class 11 contains 104554 members 
Mstep: Class 12 contains 19139 members 
Mstep: Class 13 contains 17478 members 
Mstep: Class 14 contains 24152 members 
Mstep: Class 15 contains 117746 members 
Mstep: Class 16 contains 40243 members 
Mstep: Class 17 contains 330906 members 
Mstep: Class 18 contains 177509 members 
Mstep: Class 19 contains 14596 members 
Mstep: Class 20 contains 19935 members 
Mstep: Class 21 contains 132888 members 
Mstep: Class 22 contains 155804 members 
Mstep: Class 23 contains 7025 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 6518 members 
Mstep: Class 26 contains 29473 members 
Mstep: Class 27 contains 4379 members 
Mstep: Class 28 contains 7994 members 
Mstep: Class 29 contains 7987 members 
Mstep: Class 30 contains 4658 members 
Mstep: Class 31 contains 14984 members 
Mstep: Class 32 contains 14465 members 
Mstep: Class 33 contains 33104 members 
Mstep: Class 34 contains 5484 members 
Mstep: Class 35 contains 42953 members 
Mstep: Class 36 contains 156131 members 
Mstep: Class 37 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150613680.000000 Penalty: 132058.609375
Iteration 67Q: 38 clusters Score -1.506137e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 59513 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 12760 members 
Mstep: Class 8 contains 4796 members 
Mstep: Class 9 contains 15679 members 
Mstep: Class 10 contains 11056 members 
Mstep: Class 11 contains 104471 members 
Mstep: Class 12 contains 19128 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 117736 members 
Mstep: Class 16 contains 40173 members 
Mstep: Class 17 contains 330773 members 
Mstep: Class 18 contains 177180 members 
Mstep: Class 19 contains 14647 members 
Mstep: Class 20 contains 19929 members 
Mstep: Class 21 contains 132911 members 
Mstep: Class 22 contains 155817 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 12717 members 
Mstep: Class 25 contains 6518 members 
Mstep: Class 26 contains 29789 members 
Mstep: Class 27 contains 4380 members 
Mstep: Class 28 contains 8020 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 4663 members 
Mstep: Class 31 contains 15069 members 
Mstep: Class 32 contains 14467 members 
Mstep: Class 33 contains 33142 members 
Mstep: Class 34 contains 5489 members 
Mstep: Class 35 contains 43005 members 
Mstep: Class 36 contains 156093 members 
Mstep: Class 37 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614112.000000 Penalty: 132058.609375
Iteration 68Q: 38 clusters Score -1.506141e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 7182 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 59512 members 
Mstep: Class 6 contains 5004 members 
Mstep: Class 7 contains 12694 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 15651 members 
Mstep: Class 10 contains 11055 members 
Mstep: Class 11 contains 104356 members 
Mstep: Class 12 contains 19115 members 
Mstep: Class 13 contains 17236 members 
Mstep: Class 14 contains 24194 members 
Mstep: Class 15 contains 117730 members 
Mstep: Class 16 contains 40138 members 
Mstep: Class 17 contains 330645 members 
Mstep: Class 18 contains 176882 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 19923 members 
Mstep: Class 21 contains 132947 members 
Mstep: Class 22 contains 155821 members 
Mstep: Class 23 contains 7067 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 6522 members 
Mstep: Class 26 contains 30074 members 
Mstep: Class 27 contains 4380 members 
Mstep: Class 28 contains 8044 members 
Mstep: Class 29 contains 7986 members 
Mstep: Class 30 contains 4687 members 
Mstep: Class 31 contains 15141 members 
Mstep: Class 32 contains 14466 members 
Mstep: Class 33 contains 33179 members 
Mstep: Class 34 contains 5489 members 
Mstep: Class 35 contains 43037 members 
Mstep: Class 36 contains 156069 members 
Mstep: Class 37 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614336.000000 Penalty: 132058.609375
Iteration 69Q: 38 clusters Score -1.506143e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139197 members 
Mstep: Class 2 contains 6632 members 
Mstep: Class 3 contains 7195 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 59505 members 
Mstep: Class 6 contains 5221 members 
Mstep: Class 7 contains 12630 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 11049 members 
Mstep: Class 11 contains 104224 members 
Mstep: Class 12 contains 19095 members 
Mstep: Class 13 contains 17082 members 
Mstep: Class 14 contains 24210 members 
Mstep: Class 15 contains 117735 members 
Mstep: Class 16 contains 40111 members 
Mstep: Class 17 contains 330548 members 
Mstep: Class 18 contains 176628 members 
Mstep: Class 19 contains 14702 members 
Mstep: Class 20 contains 19911 members 
Mstep: Class 21 contains 132978 members 
Mstep: Class 22 contains 155845 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 12689 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 30319 members 
Mstep: Class 27 contains 4380 members 
Mstep: Class 28 contains 8047 members 
Mstep: Class 29 contains 7988 members 
Mstep: Class 30 contains 4705 members 
Mstep: Class 31 contains 15224 members 
Mstep: Class 32 contains 14468 members 
Mstep: Class 33 contains 33207 members 
Mstep: Class 34 contains 5489 members 
Mstep: Class 35 contains 43051 members 
Mstep: Class 36 contains 156052 members 
Mstep: Class 37 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614608.000000 Penalty: 132058.609375
Iteration 70Q: 38 clusters Score -1.506146e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139209 members 
Mstep: Class 2 contains 6700 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 59497 members 
Mstep: Class 6 contains 5397 members 
Mstep: Class 7 contains 12578 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 11 contains 104099 members 
Mstep: Class 12 contains 19073 members 
Mstep: Class 13 contains 16908 members 
Mstep: Class 14 contains 24231 members 
Mstep: Class 15 contains 117750 members 
Mstep: Class 16 contains 40107 members 
Mstep: Class 17 contains 330469 members 
Mstep: Class 18 contains 176406 members 
Mstep: Class 19 contains 14734 members 
Mstep: Class 20 contains 19896 members 
Mstep: Class 21 contains 133005 members 
Mstep: Class 22 contains 155873 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 6523 members 
Mstep: Class 26 contains 30530 members 
Mstep: Class 27 contains 4381 members 
Mstep: Class 28 contains 8066 members 
Mstep: Class 29 contains 7985 members 
Mstep: Class 30 contains 4730 members 
Mstep: Class 31 contains 15315 members 
Mstep: Class 32 contains 14469 members 
Mstep: Class 33 contains 33224 members 
Mstep: Class 34 contains 5488 members 
Mstep: Class 35 contains 43066 members 
Mstep: Class 36 contains 156045 members 
Mstep: Class 37 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614608.000000 Penalty: 132058.609375
Iteration 71Q: 38 clusters Score -1.506146e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139231 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 13849 members 
Mstep: Class 5 contains 59486 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 12538 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 9 contains 15570 members 
Mstep: Class 10 contains 11045 members 
Mstep: Class 11 contains 103991 members 
Mstep: Class 12 contains 19061 members 
Mstep: Class 13 contains 16672 members 
Mstep: Class 14 contains 24255 members 
Mstep: Class 15 contains 117761 members 
Mstep: Class 16 contains 40108 members 
Mstep: Class 17 contains 330411 members 
Mstep: Class 18 contains 176202 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 19881 members 
Mstep: Class 21 contains 133041 members 
Mstep: Class 22 contains 155900 members 
Mstep: Class 23 contains 7095 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 6523 members 
Mstep: Class 26 contains 30725 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8082 members 
Mstep: Class 29 contains 7986 members 
Mstep: Class 30 contains 4753 members 
Mstep: Class 31 contains 15436 members 
Mstep: Class 32 contains 14470 members 
Mstep: Class 33 contains 33230 members 
Mstep: Class 34 contains 5488 members 
Mstep: Class 35 contains 43072 members 
Mstep: Class 36 contains 156049 members 
Mstep: Class 37 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614960.000000 Penalty: 132058.609375
Iteration 72Q: 38 clusters Score -1.50615e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139259 members 
Mstep: Class 2 contains 6799 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 59477 members 
Mstep: Class 6 contains 5627 members 
Mstep: Class 7 contains 12498 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 15557 members 
Mstep: Class 10 contains 11039 members 
Mstep: Class 11 contains 103903 members 
Mstep: Class 12 contains 19051 members 
Mstep: Class 13 contains 16374 members 
Mstep: Class 14 contains 24280 members 
Mstep: Class 15 contains 117779 members 
Mstep: Class 16 contains 40103 members 
Mstep: Class 17 contains 330358 members 
Mstep: Class 18 contains 176016 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 19885 members 
Mstep: Class 21 contains 133071 members 
Mstep: Class 22 contains 155945 members 
Mstep: Class 23 contains 7100 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 30908 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8084 members 
Mstep: Class 29 contains 7985 members 
Mstep: Class 30 contains 4766 members 
Mstep: Class 31 contains 15603 members 
Mstep: Class 32 contains 14469 members 
Mstep: Class 33 contains 33244 members 
Mstep: Class 34 contains 5489 members 
Mstep: Class 35 contains 43079 members 
Mstep: Class 36 contains 156052 members 
Mstep: Class 37 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150614768.000000 Penalty: 132058.609375
Iteration 73Q: 38 clusters Score -1.506148e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139305 members 
Mstep: Class 2 contains 6829 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 13850 members 
Mstep: Class 5 contains 59476 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 12463 members 
Mstep: Class 8 contains 4602 members 
Mstep: Class 9 contains 15531 members 
Mstep: Class 10 contains 11025 members 
Mstep: Class 11 contains 103863 members 
Mstep: Class 12 contains 19043 members 
Mstep: Class 13 contains 15971 members 
Mstep: Class 14 contains 24340 members 
Mstep: Class 15 contains 117804 members 
Mstep: Class 16 contains 40114 members 
Mstep: Class 17 contains 330306 members 
Mstep: Class 18 contains 175828 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 19891 members 
Mstep: Class 21 contains 133105 members 
Mstep: Class 22 contains 156002 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 6527 members 
Mstep: Class 26 contains 31088 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8071 members 
Mstep: Class 29 contains 7981 members 
Mstep: Class 30 contains 4804 members 
Mstep: Class 31 contains 15805 members 
Mstep: Class 32 contains 14472 members 
Mstep: Class 33 contains 33247 members 
Mstep: Class 34 contains 5492 members 
Mstep: Class 35 contains 43080 members 
Mstep: Class 36 contains 156053 members 
Mstep: Class 37 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150615152.000000 Penalty: 132058.609375
Iteration 74Q: 38 clusters Score -1.506152e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 6856 members 
Mstep: Class 3 contains 7234 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 59478 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 4605 members 
Mstep: Class 9 contains 15514 members 
Mstep: Class 10 contains 11017 members 
Mstep: Class 11 contains 103830 members 
Mstep: Class 12 contains 19033 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 14 contains 24398 members 
Mstep: Class 15 contains 117831 members 
Mstep: Class 16 contains 40136 members 
Mstep: Class 17 contains 330254 members 
Mstep: Class 18 contains 175654 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 19896 members 
Mstep: Class 21 contains 133161 members 
Mstep: Class 22 contains 156067 members 
Mstep: Class 23 contains 7118 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 6530 members 
Mstep: Class 26 contains 31261 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8065 members 
Mstep: Class 29 contains 7979 members 
Mstep: Class 30 contains 4842 members 
Mstep: Class 31 contains 16054 members 
Mstep: Class 32 contains 14477 members 
Mstep: Class 33 contains 33250 members 
Mstep: Class 34 contains 5493 members 
Mstep: Class 35 contains 43076 members 
Mstep: Class 36 contains 156056 members 
Mstep: Class 37 contains 1468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150616224.000000 Penalty: 132058.609375
Iteration 75Q: 38 clusters Score -1.506162e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139470 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 7231 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 59480 members 
Mstep: Class 6 contains 5718 members 
Mstep: Class 7 contains 12385 members 
Mstep: Class 8 contains 4605 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 11004 members 
Mstep: Class 11 contains 103794 members 
Mstep: Class 12 contains 19024 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 24488 members 
Mstep: Class 15 contains 117847 members 
Mstep: Class 16 contains 40144 members 
Mstep: Class 17 contains 330212 members 
Mstep: Class 18 contains 175513 members 
Mstep: Class 19 contains 14813 members 
Mstep: Class 20 contains 19907 members 
Mstep: Class 21 contains 133199 members 
Mstep: Class 22 contains 156174 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 6533 members 
Mstep: Class 26 contains 31403 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8063 members 
Mstep: Class 29 contains 7977 members 
Mstep: Class 30 contains 4889 members 
Mstep: Class 31 contains 16319 members 
Mstep: Class 32 contains 14487 members 
Mstep: Class 33 contains 33257 members 
Mstep: Class 34 contains 5492 members 
Mstep: Class 35 contains 43082 members 
Mstep: Class 36 contains 156036 members 
Mstep: Class 37 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150618320.000000 Penalty: 132058.609375
Iteration 76Q: 38 clusters Score -1.506183e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139559 members 
Mstep: Class 2 contains 6897 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 59473 members 
Mstep: Class 6 contains 5735 members 
Mstep: Class 7 contains 12365 members 
Mstep: Class 8 contains 4606 members 
Mstep: Class 9 contains 15481 members 
Mstep: Class 10 contains 10990 members 
Mstep: Class 11 contains 103762 members 
Mstep: Class 12 contains 19023 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 15 contains 117862 members 
Mstep: Class 16 contains 40163 members 
Mstep: Class 17 contains 330169 members 
Mstep: Class 18 contains 175393 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 133249 members 
Mstep: Class 22 contains 156249 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 12636 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 31519 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8069 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 4920 members 
Mstep: Class 31 contains 16522 members 
Mstep: Class 32 contains 14493 members 
Mstep: Class 33 contains 33269 members 
Mstep: Class 34 contains 5492 members 
Mstep: Class 35 contains 43072 members 
Mstep: Class 36 contains 156027 members 
Mstep: Class 37 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150619776.000000 Penalty: 132058.609375
Iteration 77Q: 38 clusters Score -1.506198e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139595 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 59475 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 12334 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 15464 members 
Mstep: Class 10 contains 10979 members 
Mstep: Class 11 contains 103742 members 
Mstep: Class 12 contains 19019 members 
Mstep: Class 13 contains 14086 members 
Mstep: Class 14 contains 24627 members 
Mstep: Class 15 contains 117877 members 
Mstep: Class 16 contains 40186 members 
Mstep: Class 17 contains 330129 members 
Mstep: Class 18 contains 175295 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 19912 members 
Mstep: Class 21 contains 133277 members 
Mstep: Class 22 contains 156267 members 
Mstep: Class 23 contains 7131 members 
Mstep: Class 24 contains 12635 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 31614 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 8078 members 
Mstep: Class 29 contains 7963 members 
Mstep: Class 30 contains 4950 members 
Mstep: Class 31 contains 16690 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33282 members 
Mstep: Class 34 contains 5493 members 
Mstep: Class 35 contains 43056 members 
Mstep: Class 36 contains 156015 members 
Mstep: Class 37 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150620384.000000 Penalty: 132058.609375
Iteration 78Q: 38 clusters Score -1.506204e+08 nChanged 1055
Entering ConstructFrom: 
Score: -150620384.000000 Penalty: 132058.609375
Entering ConstructFrom: 
Trying to split cluster 1 (139614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Entering Unmasked Estep 
Score: -14727553.000000 Penalty: 2937.965820
	Iteration 0F: 2 clusters Score -1.472755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -14643691.000000 Penalty: 5875.931641
	Iteration 0F: 3 clusters Score -1.464369e+07 nChanged 66765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -14682083.000000 Penalty: 5875.931641
	Iteration 1F: 3 clusters Score -1.468208e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -14683143.000000 Penalty: 5875.931641
	Iteration 2Q: 3 clusters Score -1.468314e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -14684598.000000 Penalty: 5875.931641
	Iteration 3Q: 3 clusters Score -1.46846e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -14686646.000000 Penalty: 5875.931641
	Iteration 4Q: 3 clusters Score -1.468665e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -14689390.000000 Penalty: 5875.931641
	Iteration 5Q: 3 clusters Score -1.468939e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -14693482.000000 Penalty: 5875.931641
	Iteration 6F: 3 clusters Score -1.469348e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -14698792.000000 Penalty: 5875.931641
	Iteration 7F: 3 clusters Score -1.469879e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -14704217.000000 Penalty: 5875.931641
	Iteration 8F: 3 clusters Score -1.470422e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -14709200.000000 Penalty: 5875.931641
	Iteration 9F: 3 clusters Score -1.47092e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -14713288.000000 Penalty: 5875.931641
	Iteration 10F: 3 clusters Score -1.471329e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -14716550.000000 Penalty: 5875.931641
	Iteration 11Q: 3 clusters Score -1.471655e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -14718484.000000 Penalty: 5875.931641
	Iteration 12Q: 3 clusters Score -1.471848e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -14719406.000000 Penalty: 5875.931641
	Iteration 13Q: 3 clusters Score -1.471941e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -14719884.000000 Penalty: 5875.931641
	Iteration 14Q: 3 clusters Score -1.471988e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -14720230.000000 Penalty: 5875.931641
	Iteration 15Q: 3 clusters Score -1.472023e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -14720713.000000 Penalty: 5875.931641
	Iteration 16Q: 3 clusters Score -1.472071e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -14721112.000000 Penalty: 5875.931641
	Iteration 17Q: 3 clusters Score -1.472111e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -14721521.000000 Penalty: 5875.931641
	Iteration 18Q: 3 clusters Score -1.472152e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -14721848.000000 Penalty: 5875.931641
	Iteration 19Q: 3 clusters Score -1.472185e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -14722282.000000 Penalty: 5875.931641
	Iteration 20F: 3 clusters Score -1.472228e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -14722535.000000 Penalty: 5875.931641
	Iteration 21Q: 3 clusters Score -1.472254e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -14722781.000000 Penalty: 5875.931641
	Iteration 22Q: 3 clusters Score -1.472278e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -14723025.000000 Penalty: 5875.931641
	Iteration 23Q: 3 clusters Score -1.472302e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -14723228.000000 Penalty: 5875.931641
	Iteration 24Q: 3 clusters Score -1.472323e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -14723377.000000 Penalty: 5875.931641
	Iteration 25Q: 3 clusters Score -1.472338e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -14723536.000000 Penalty: 5875.931641
	Iteration 26Q: 3 clusters Score -1.472354e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -14723697.000000 Penalty: 5875.931641
	Iteration 27Q: 3 clusters Score -1.47237e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -14723824.000000 Penalty: 5875.931641
	Iteration 28Q: 3 clusters Score -1.472382e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -14723903.000000 Penalty: 5875.931641
	Iteration 29Q: 3 clusters Score -1.47239e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -14723962.000000 Penalty: 5875.931641
	Iteration 30Q: 3 clusters Score -1.472396e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -14724040.000000 Penalty: 5875.931641
	Iteration 31Q: 3 clusters Score -1.472404e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -14724130.000000 Penalty: 5875.931641
	Iteration 32Q: 3 clusters Score -1.472413e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -14724191.000000 Penalty: 5875.931641
	Iteration 33Q: 3 clusters Score -1.472419e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -14724191.000000 Penalty: 5875.931641
	Iteration 34Q: 3 clusters Score -1.472419e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -14724175.000000 Penalty: 5875.931641
	Iteration 35Q: 3 clusters Score -1.472418e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -14724184.000000 Penalty: 5875.931641
	Iteration 36Q: 3 clusters Score -1.472418e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -14724172.000000 Penalty: 5875.931641
	Iteration 37Q: 3 clusters Score -1.472417e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -14724174.000000 Penalty: 5875.931641
	Iteration 38Q: 3 clusters Score -1.472417e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -14724171.000000 Penalty: 5875.931641
	Iteration 39Q: 3 clusters Score -1.472417e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -14724217.000000 Penalty: 5875.931641
	Iteration 40F: 3 clusters Score -1.472422e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -14724266.000000 Penalty: 5875.931641
	Iteration 41Q: 3 clusters Score -1.472427e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -14724286.000000 Penalty: 5875.931641
	Iteration 42Q: 3 clusters Score -1.472429e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -14724229.000000 Penalty: 5875.931641
	Iteration 43Q: 3 clusters Score -1.472423e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -14724215.000000 Penalty: 5875.931641
	Iteration 44Q: 3 clusters Score -1.472422e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -14724241.000000 Penalty: 5875.931641
	Iteration 45Q: 3 clusters Score -1.472424e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -14724280.000000 Penalty: 5875.931641
	Iteration 46Q: 3 clusters Score -1.472428e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -14724287.000000 Penalty: 5875.931641
	Iteration 47Q: 3 clusters Score -1.472429e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -14724253.000000 Penalty: 5875.931641
	Iteration 48Q: 3 clusters Score -1.472425e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -14724268.000000 Penalty: 5875.931641
	Iteration 49Q: 3 clusters Score -1.472427e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -14724232.000000 Penalty: 5875.931641
	Iteration 50Q: 3 clusters Score -1.472423e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -14724253.000000 Penalty: 5875.931641
	Iteration 51Q: 3 clusters Score -1.472425e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -14724228.000000 Penalty: 5875.931641
	Iteration 52Q: 3 clusters Score -1.472423e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -14724222.000000 Penalty: 5875.931641
	Iteration 53Q: 3 clusters Score -1.472422e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -14724184.000000 Penalty: 5875.931641
	Iteration 54Q: 3 clusters Score -1.472418e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -14724173.000000 Penalty: 5875.931641
	Iteration 55Q: 3 clusters Score -1.472417e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -14724169.000000 Penalty: 5875.931641
	Iteration 56Q: 3 clusters Score -1.472417e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -14724182.000000 Penalty: 5875.931641
	Iteration 57Q: 3 clusters Score -1.472418e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -14724171.000000 Penalty: 5875.931641
	Iteration 58Q: 3 clusters Score -1.472417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -14724183.000000 Penalty: 5875.931641
	Iteration 59Q: 3 clusters Score -1.472418e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -14724182.000000 Penalty: 5875.931641
	Iteration 60F: 3 clusters Score -1.472418e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -14724182.000000 Penalty: 5875.931641
	Iteration 61Q: 3 clusters Score -1.472418e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -14724171.000000 Penalty: 5875.931641
	Iteration 62Q: 3 clusters Score -1.472417e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -14724155.000000 Penalty: 5875.931641
	Iteration 63Q: 3 clusters Score -1.472416e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -14724118.000000 Penalty: 5875.931641
	Iteration 64Q: 3 clusters Score -1.472412e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -14724116.000000 Penalty: 5875.931641
	Iteration 65Q: 3 clusters Score -1.472412e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -14724114.000000 Penalty: 5875.931641
	Iteration 66Q: 3 clusters Score -1.472411e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -14724099.000000 Penalty: 5875.931641
	Iteration 67Q: 3 clusters Score -1.47241e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -14724124.000000 Penalty: 5875.931641
	Iteration 68Q: 3 clusters Score -1.472412e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -14724135.000000 Penalty: 5875.931641
	Iteration 69Q: 3 clusters Score -1.472414e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -14724146.000000 Penalty: 5875.931641
	Iteration 70Q: 3 clusters Score -1.472415e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95798 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -14724151.000000 Penalty: 5875.931641
	Iteration 71Q: 3 clusters Score -1.472415e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -14724140.000000 Penalty: 5875.931641
	Iteration 72Q: 3 clusters Score -1.472414e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -14724158.000000 Penalty: 5875.931641
	Iteration 73Q: 3 clusters Score -1.472416e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -14724145.000000 Penalty: 5875.931641
	Iteration 74Q: 3 clusters Score -1.472414e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -14724146.000000 Penalty: 5875.931641
	Iteration 75Q: 3 clusters Score -1.472415e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -14724145.000000 Penalty: 5875.931641
	Iteration 76Q: 3 clusters Score -1.472414e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -14724165.000000 Penalty: 5875.931641
	Iteration 77Q: 3 clusters Score -1.472416e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -14724142.000000 Penalty: 5875.931641
	Iteration 78Q: 3 clusters Score -1.472414e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -14724129.000000 Penalty: 5875.931641
	Iteration 79Q: 3 clusters Score -1.472413e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -14724126.000000 Penalty: 5875.931641
	Iteration 80F: 3 clusters Score -1.472413e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -14724121.000000 Penalty: 5875.931641
	Iteration 81Q: 3 clusters Score -1.472412e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -14724129.000000 Penalty: 5875.931641
	Iteration 82Q: 3 clusters Score -1.472413e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -14724157.000000 Penalty: 5875.931641
	Iteration 83Q: 3 clusters Score -1.472416e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -14724130.000000 Penalty: 5875.931641
	Iteration 84Q: 3 clusters Score -1.472413e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -14724122.000000 Penalty: 5875.931641
	Iteration 85Q: 3 clusters Score -1.472412e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -14724062.000000 Penalty: 5875.931641
	Iteration 86Q: 3 clusters Score -1.472406e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -14724024.000000 Penalty: 5875.931641
	Iteration 87Q: 3 clusters Score -1.472402e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -14724026.000000 Penalty: 5875.931641
	Iteration 88Q: 3 clusters Score -1.472403e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -14723957.000000 Penalty: 5875.931641
	Iteration 89Q: 3 clusters Score -1.472396e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -14723935.000000 Penalty: 5875.931641
	Iteration 90Q: 3 clusters Score -1.472394e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -14723914.000000 Penalty: 5875.931641
	Iteration 91Q: 3 clusters Score -1.472391e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -14723898.000000 Penalty: 5875.931641
	Iteration 92Q: 3 clusters Score -1.47239e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99133 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -14723914.000000 Penalty: 5875.931641
	Iteration 93Q: 3 clusters Score -1.472391e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -14723934.000000 Penalty: 5875.931641
	Iteration 94Q: 3 clusters Score -1.472393e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -14723954.000000 Penalty: 5875.931641
	Iteration 95Q: 3 clusters Score -1.472395e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -14723965.000000 Penalty: 5875.931641
	Iteration 96Q: 3 clusters Score -1.472396e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -14723966.000000 Penalty: 5875.931641
	Iteration 97Q: 3 clusters Score -1.472397e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -14723952.000000 Penalty: 5875.931641
	Iteration 98Q: 3 clusters Score -1.472395e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -14723996.000000 Penalty: 5875.931641
	Iteration 99Q: 3 clusters Score -1.4724e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -14723986.000000 Penalty: 5875.931641
	Iteration 100F: 3 clusters Score -1.472399e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -14723996.000000 Penalty: 5875.931641
	Iteration 101Q: 3 clusters Score -1.4724e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -14724009.000000 Penalty: 5875.931641
	Iteration 102Q: 3 clusters Score -1.472401e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -14723986.000000 Penalty: 5875.931641
	Iteration 103Q: 3 clusters Score -1.472399e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -14723976.000000 Penalty: 5875.931641
	Iteration 104Q: 3 clusters Score -1.472398e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -14724014.000000 Penalty: 5875.931641
	Iteration 105Q: 3 clusters Score -1.472401e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -14724024.000000 Penalty: 5875.931641
	Iteration 106Q: 3 clusters Score -1.472402e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -14724019.000000 Penalty: 5875.931641
	Iteration 107Q: 3 clusters Score -1.472402e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -14724004.000000 Penalty: 5875.931641
	Iteration 108Q: 3 clusters Score -1.4724e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -14724041.000000 Penalty: 5875.931641
	Iteration 109Q: 3 clusters Score -1.472404e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -14724017.000000 Penalty: 5875.931641
	Iteration 110Q: 3 clusters Score -1.472402e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102977 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -14724016.000000 Penalty: 5875.931641
	Iteration 111Q: 3 clusters Score -1.472402e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -14724007.000000 Penalty: 5875.931641
	Iteration 112Q: 3 clusters Score -1.472401e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -14724006.000000 Penalty: 5875.931641
	Iteration 113Q: 3 clusters Score -1.472401e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -14724019.000000 Penalty: 5875.931641
	Iteration 114Q: 3 clusters Score -1.472402e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -14724053.000000 Penalty: 5875.931641
	Iteration 115Q: 3 clusters Score -1.472405e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -14724042.000000 Penalty: 5875.931641
	Iteration 116Q: 3 clusters Score -1.472404e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -14724023.000000 Penalty: 5875.931641
	Iteration 117Q: 3 clusters Score -1.472402e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -14723982.000000 Penalty: 5875.931641
	Iteration 118Q: 3 clusters Score -1.472398e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -14724027.000000 Penalty: 5875.931641
	Iteration 119Q: 3 clusters Score -1.472403e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -14724016.000000 Penalty: 5875.931641
	Iteration 120F: 3 clusters Score -1.472402e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -14724019.000000 Penalty: 5875.931641
	Iteration 121Q: 3 clusters Score -1.472402e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -14724031.000000 Penalty: 5875.931641
	Iteration 122Q: 3 clusters Score -1.472403e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -14724034.000000 Penalty: 5875.931641
	Iteration 123Q: 3 clusters Score -1.472403e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -14724025.000000 Penalty: 5875.931641
	Iteration 124Q: 3 clusters Score -1.472402e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -14724014.000000 Penalty: 5875.931641
	Iteration 125Q: 3 clusters Score -1.472401e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -14724024.000000 Penalty: 5875.931641
	Iteration 126Q: 3 clusters Score -1.472402e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -14724009.000000 Penalty: 5875.931641
	Iteration 127Q: 3 clusters Score -1.472401e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -14724006.000000 Penalty: 5875.931641
	Iteration 128Q: 3 clusters Score -1.472401e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -14723985.000000 Penalty: 5875.931641
	Iteration 129Q: 3 clusters Score -1.472398e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -14723968.000000 Penalty: 5875.931641
	Iteration 130Q: 3 clusters Score -1.472397e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -14723976.000000 Penalty: 5875.931641
	Iteration 131Q: 3 clusters Score -1.472398e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -14724010.000000 Penalty: 5875.931641
	Iteration 132Q: 3 clusters Score -1.472401e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -14724025.000000 Penalty: 5875.931641
	Iteration 133Q: 3 clusters Score -1.472402e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -14724038.000000 Penalty: 5875.931641
	Iteration 134Q: 3 clusters Score -1.472404e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -14724032.000000 Penalty: 5875.931641
	Iteration 135Q: 3 clusters Score -1.472403e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -14724061.000000 Penalty: 5875.931641
	Iteration 136Q: 3 clusters Score -1.472406e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -14724035.000000 Penalty: 5875.931641
	Iteration 137Q: 3 clusters Score -1.472404e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -14724067.000000 Penalty: 5875.931641
	Iteration 138Q: 3 clusters Score -1.472407e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108044 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -14724069.000000 Penalty: 5875.931641
	Iteration 139Q: 3 clusters Score -1.472407e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -14724103.000000 Penalty: 5875.931641
	Iteration 140F: 3 clusters Score -1.47241e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -14724132.000000 Penalty: 5875.931641
	Iteration 141Q: 3 clusters Score -1.472413e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108476 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -14724155.000000 Penalty: 5875.931641
	Iteration 142Q: 3 clusters Score -1.472416e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -14724147.000000 Penalty: 5875.931641
	Iteration 143Q: 3 clusters Score -1.472415e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -14724160.000000 Penalty: 5875.931641
	Iteration 144Q: 3 clusters Score -1.472416e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -14724184.000000 Penalty: 5875.931641
	Iteration 145Q: 3 clusters Score -1.472418e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109053 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -14724217.000000 Penalty: 5875.931641
	Iteration 146Q: 3 clusters Score -1.472422e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -14724212.000000 Penalty: 5875.931641
	Iteration 147Q: 3 clusters Score -1.472421e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -14724230.000000 Penalty: 5875.931641
	Iteration 148Q: 3 clusters Score -1.472423e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -14724270.000000 Penalty: 5875.931641
	Iteration 149Q: 3 clusters Score -1.472427e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109682 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -14724280.000000 Penalty: 5875.931641
	Iteration 150Q: 3 clusters Score -1.472428e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -14724258.000000 Penalty: 5875.931641
	Iteration 151Q: 3 clusters Score -1.472426e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110011 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -14724266.000000 Penalty: 5875.931641
	Iteration 152Q: 3 clusters Score -1.472427e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -14724303.000000 Penalty: 5875.931641
	Iteration 153Q: 3 clusters Score -1.47243e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -14724289.000000 Penalty: 5875.931641
	Iteration 154Q: 3 clusters Score -1.472429e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -14724263.000000 Penalty: 5875.931641
	Iteration 155Q: 3 clusters Score -1.472426e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -14724275.000000 Penalty: 5875.931641
	Iteration 156Q: 3 clusters Score -1.472428e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -14724285.000000 Penalty: 5875.931641
	Iteration 157Q: 3 clusters Score -1.472428e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -14724305.000000 Penalty: 5875.931641
	Iteration 158Q: 3 clusters Score -1.47243e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111154 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -14724291.000000 Penalty: 5875.931641
	Iteration 159Q: 3 clusters Score -1.472429e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -14724286.000000 Penalty: 5875.931641
	Iteration 160F: 3 clusters Score -1.472429e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111443 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -14724271.000000 Penalty: 5875.931641
	Iteration 161Q: 3 clusters Score -1.472427e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -14724265.000000 Penalty: 5875.931641
	Iteration 162Q: 3 clusters Score -1.472426e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -14724259.000000 Penalty: 5875.931641
	Iteration 163Q: 3 clusters Score -1.472426e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -14724236.000000 Penalty: 5875.931641
	Iteration 164Q: 3 clusters Score -1.472424e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -14724227.000000 Penalty: 5875.931641
	Iteration 165Q: 3 clusters Score -1.472423e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -14724218.000000 Penalty: 5875.931641
	Iteration 166Q: 3 clusters Score -1.472422e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -14724212.000000 Penalty: 5875.931641
	Iteration 167Q: 3 clusters Score -1.472421e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -14724218.000000 Penalty: 5875.931641
	Iteration 168Q: 3 clusters Score -1.472422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112652 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -14724207.000000 Penalty: 5875.931641
	Iteration 169Q: 3 clusters Score -1.472421e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -14724199.000000 Penalty: 5875.931641
	Iteration 170Q: 3 clusters Score -1.47242e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112966 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -14724188.000000 Penalty: 5875.931641
	Iteration 171Q: 3 clusters Score -1.472419e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -14724186.000000 Penalty: 5875.931641
	Iteration 172Q: 3 clusters Score -1.472419e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -14724184.000000 Penalty: 5875.931641
	Iteration 173Q: 3 clusters Score -1.472418e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -14724161.000000 Penalty: 5875.931641
	Iteration 174Q: 3 clusters Score -1.472416e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113647 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -14724177.000000 Penalty: 5875.931641
	Iteration 175Q: 3 clusters Score -1.472418e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113831 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -14724166.000000 Penalty: 5875.931641
	Iteration 176Q: 3 clusters Score -1.472417e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -14724160.000000 Penalty: 5875.931641
	Iteration 177Q: 3 clusters Score -1.472416e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114152 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -14724162.000000 Penalty: 5875.931641
	Iteration 178Q: 3 clusters Score -1.472416e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -14724155.000000 Penalty: 5875.931641
	Iteration 179Q: 3 clusters Score -1.472416e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -14724156.000000 Penalty: 5875.931641
	Iteration 180F: 3 clusters Score -1.472416e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -14724140.000000 Penalty: 5875.931641
	Iteration 181Q: 3 clusters Score -1.472414e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -14724121.000000 Penalty: 5875.931641
	Iteration 182Q: 3 clusters Score -1.472412e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -14724170.000000 Penalty: 5875.931641
	Iteration 183Q: 3 clusters Score -1.472417e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115162 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -14724143.000000 Penalty: 5875.931641
	Iteration 184Q: 3 clusters Score -1.472414e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -14724161.000000 Penalty: 5875.931641
	Iteration 185Q: 3 clusters Score -1.472416e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -14724158.000000 Penalty: 5875.931641
	Iteration 186Q: 3 clusters Score -1.472416e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -14724173.000000 Penalty: 5875.931641
	Iteration 187Q: 3 clusters Score -1.472417e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -14724133.000000 Penalty: 5875.931641
	Iteration 188Q: 3 clusters Score -1.472413e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -14724075.000000 Penalty: 5875.931641
	Iteration 189Q: 3 clusters Score -1.472408e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116323 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -14724070.000000 Penalty: 5875.931641
	Iteration 190Q: 3 clusters Score -1.472407e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -14724077.000000 Penalty: 5875.931641
	Iteration 191Q: 3 clusters Score -1.472408e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -14724025.000000 Penalty: 5875.931641
	Iteration 192Q: 3 clusters Score -1.472402e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -14724013.000000 Penalty: 5875.931641
	Iteration 193Q: 3 clusters Score -1.472401e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -14724054.000000 Penalty: 5875.931641
	Iteration 194Q: 3 clusters Score -1.472405e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -14724073.000000 Penalty: 5875.931641
	Iteration 195Q: 3 clusters Score -1.472407e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117554 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -14724095.000000 Penalty: 5875.931641
	Iteration 196Q: 3 clusters Score -1.47241e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -14724100.000000 Penalty: 5875.931641
	Iteration 197Q: 3 clusters Score -1.47241e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118027 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -14724098.000000 Penalty: 5875.931641
	Iteration 198Q: 3 clusters Score -1.47241e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118269 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -14724137.000000 Penalty: 5875.931641
	Iteration 199Q: 3 clusters Score -1.472414e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118516 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -14724125.000000 Penalty: 5875.931641
	Iteration 200F: 3 clusters Score -1.472412e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -14724116.000000 Penalty: 5875.931641
	Iteration 201Q: 3 clusters Score -1.472412e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -14724083.000000 Penalty: 5875.931641
	Iteration 202Q: 3 clusters Score -1.472408e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -14724103.000000 Penalty: 5875.931641
	Iteration 203Q: 3 clusters Score -1.47241e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119528 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -14724107.000000 Penalty: 5875.931641
	Iteration 204Q: 3 clusters Score -1.472411e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -14724135.000000 Penalty: 5875.931641
	Iteration 205Q: 3 clusters Score -1.472414e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -14724132.000000 Penalty: 5875.931641
	Iteration 206Q: 3 clusters Score -1.472413e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120204 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -14724131.000000 Penalty: 5875.931641
	Iteration 207Q: 3 clusters Score -1.472413e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -14724159.000000 Penalty: 5875.931641
	Iteration 208Q: 3 clusters Score -1.472416e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -14724185.000000 Penalty: 5875.931641
	Iteration 209Q: 3 clusters Score -1.472418e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -14724222.000000 Penalty: 5875.931641
	Iteration 210Q: 3 clusters Score -1.472422e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -14724239.000000 Penalty: 5875.931641
	Iteration 211Q: 3 clusters Score -1.472424e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -14724256.000000 Penalty: 5875.931641
	Iteration 212Q: 3 clusters Score -1.472426e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -14724234.000000 Penalty: 5875.931641
	Iteration 213Q: 3 clusters Score -1.472423e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -14724237.000000 Penalty: 5875.931641
	Iteration 214Q: 3 clusters Score -1.472424e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122160 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -14724292.000000 Penalty: 5875.931641
	Iteration 215Q: 3 clusters Score -1.472429e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122414 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -14724541.000000 Penalty: 5875.931641
	Iteration 216Q: 3 clusters Score -1.472454e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -14724718.000000 Penalty: 5875.931641
	Iteration 217Q: 3 clusters Score -1.472472e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122943 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -14724949.000000 Penalty: 5875.931641
	Iteration 218Q: 3 clusters Score -1.472495e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -14725243.000000 Penalty: 5875.931641
	Iteration 219Q: 3 clusters Score -1.472524e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -14725478.000000 Penalty: 5875.931641
	Iteration 220F: 3 clusters Score -1.472548e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -14725753.000000 Penalty: 5875.931641
	Iteration 221Q: 3 clusters Score -1.472575e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124192 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -14726091.000000 Penalty: 5875.931641
	Iteration 222Q: 3 clusters Score -1.472609e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -14726335.000000 Penalty: 5875.931641
	Iteration 223Q: 3 clusters Score -1.472634e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -14726519.000000 Penalty: 5875.931641
	Iteration 224Q: 3 clusters Score -1.472652e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125397 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -14726821.000000 Penalty: 5875.931641
	Iteration 225Q: 3 clusters Score -1.472682e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -14727031.000000 Penalty: 5875.931641
	Iteration 226Q: 3 clusters Score -1.472703e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126300 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -14727332.000000 Penalty: 5875.931641
	Iteration 227Q: 3 clusters Score -1.472733e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -14727467.000000 Penalty: 5875.931641
	Iteration 228Q: 3 clusters Score -1.472747e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -14727619.000000 Penalty: 5875.931641
	Iteration 229Q: 3 clusters Score -1.472762e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -14727762.000000 Penalty: 5875.931641
	Iteration 230Q: 3 clusters Score -1.472776e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128116 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -14727875.000000 Penalty: 5875.931641
	Iteration 231Q: 3 clusters Score -1.472788e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128547 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -14727948.000000 Penalty: 5875.931641
	Iteration 232Q: 3 clusters Score -1.472795e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128963 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -14728061.000000 Penalty: 5875.931641
	Iteration 233Q: 3 clusters Score -1.472806e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129345 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -14728160.000000 Penalty: 5875.931641
	Iteration 234Q: 3 clusters Score -1.472816e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -14728232.000000 Penalty: 5875.931641
	Iteration 235Q: 3 clusters Score -1.472823e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130019 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -14728273.000000 Penalty: 5875.931641
	Iteration 236Q: 3 clusters Score -1.472827e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130330 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -14728227.000000 Penalty: 5875.931641
	Iteration 237Q: 3 clusters Score -1.472823e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -14728147.000000 Penalty: 5875.931641
	Iteration 238Q: 3 clusters Score -1.472815e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -14728179.000000 Penalty: 5875.931641
	Iteration 239Q: 3 clusters Score -1.472818e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -14728176.000000 Penalty: 5875.931641
	Iteration 240F: 3 clusters Score -1.472818e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131428 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -14728111.000000 Penalty: 5875.931641
	Iteration 241Q: 3 clusters Score -1.472811e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -14728089.000000 Penalty: 5875.931641
	Iteration 242Q: 3 clusters Score -1.472809e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -14728018.000000 Penalty: 5875.931641
	Iteration 243Q: 3 clusters Score -1.472802e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132182 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -14727987.000000 Penalty: 5875.931641
	Iteration 244Q: 3 clusters Score -1.472799e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132453 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -14727950.000000 Penalty: 5875.931641
	Iteration 245Q: 3 clusters Score -1.472795e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132726 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -14727889.000000 Penalty: 5875.931641
	Iteration 246Q: 3 clusters Score -1.472789e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -14727839.000000 Penalty: 5875.931641
	Iteration 247Q: 3 clusters Score -1.472784e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133217 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -14727811.000000 Penalty: 5875.931641
	Iteration 248Q: 3 clusters Score -1.472781e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -14727767.000000 Penalty: 5875.931641
	Iteration 249Q: 3 clusters Score -1.472777e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -14727686.000000 Penalty: 5875.931641
	Iteration 250Q: 3 clusters Score -1.472769e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -14727658.000000 Penalty: 5875.931641
	Iteration 251Q: 3 clusters Score -1.472766e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -14727605.000000 Penalty: 5875.931641
	Iteration 252Q: 3 clusters Score -1.47276e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134242 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -14727577.000000 Penalty: 5875.931641
	Iteration 253Q: 3 clusters Score -1.472758e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -14727620.000000 Penalty: 5875.931641
	Iteration 254Q: 3 clusters Score -1.472762e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134541 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -14727576.000000 Penalty: 5875.931641
	Iteration 255Q: 3 clusters Score -1.472758e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -14727546.000000 Penalty: 5875.931641
	Iteration 256Q: 3 clusters Score -1.472755e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134800 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -14727458.000000 Penalty: 5875.931641
	Iteration 257Q: 3 clusters Score -1.472746e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134912 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -14727418.000000 Penalty: 5875.931641
	Iteration 258Q: 3 clusters Score -1.472742e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135013 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -14727386.000000 Penalty: 5875.931641
	Iteration 259Q: 3 clusters Score -1.472739e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135093 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -14727341.000000 Penalty: 5875.931641
	Iteration 260F: 3 clusters Score -1.472734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135157 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -14727302.000000 Penalty: 5875.931641
	Iteration 261Q: 3 clusters Score -1.47273e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -14727282.000000 Penalty: 5875.931641
	Iteration 262Q: 3 clusters Score -1.472728e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135274 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -14727301.000000 Penalty: 5875.931641
	Iteration 263Q: 3 clusters Score -1.47273e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135340 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -14727297.000000 Penalty: 5875.931641
	Iteration 264Q: 3 clusters Score -1.47273e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135416 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -14727245.000000 Penalty: 5875.931641
	Iteration 265Q: 3 clusters Score -1.472724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135477 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -14727212.000000 Penalty: 5875.931641
	Iteration 266Q: 3 clusters Score -1.472721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -14727179.000000 Penalty: 5875.931641
	Iteration 267Q: 3 clusters Score -1.472718e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135568 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -14727172.000000 Penalty: 5875.931641
	Iteration 268Q: 3 clusters Score -1.472717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135603 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -14727153.000000 Penalty: 5875.931641
	Iteration 269Q: 3 clusters Score -1.472715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -14727124.000000 Penalty: 5875.931641
	Iteration 270Q: 3 clusters Score -1.472712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -14727113.000000 Penalty: 5875.931641
	Iteration 271Q: 3 clusters Score -1.472711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135699 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -14727120.000000 Penalty: 5875.931641
	Iteration 272Q: 3 clusters Score -1.472712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -14727129.000000 Penalty: 5875.931641
	Iteration 273Q: 3 clusters Score -1.472713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -14727158.000000 Penalty: 5875.931641
	Iteration 274Q: 3 clusters Score -1.472716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135796 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -14727144.000000 Penalty: 5875.931641
	Iteration 275Q: 3 clusters Score -1.472714e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -14727121.000000 Penalty: 5875.931641
	Iteration 276Q: 3 clusters Score -1.472712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -14727095.000000 Penalty: 5875.931641
	Iteration 277Q: 3 clusters Score -1.47271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135897 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -14727066.000000 Penalty: 5875.931641
	Iteration 278Q: 3 clusters Score -1.472707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -14727082.000000 Penalty: 5875.931641
	Iteration 279Q: 3 clusters Score -1.472708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135949 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14727070.000000 Penalty: 5875.931641
	Iteration 280F: 3 clusters Score -1.472707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135972 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14727048.000000 Penalty: 5875.931641
	Iteration 281Q: 3 clusters Score -1.472705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135993 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -14727012.000000 Penalty: 5875.931641
	Iteration 282Q: 3 clusters Score -1.472701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136015 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -14726998.000000 Penalty: 5875.931641
	Iteration 283Q: 3 clusters Score -1.4727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -14726985.000000 Penalty: 5875.931641
	Iteration 284Q: 3 clusters Score -1.472698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -14726996.000000 Penalty: 5875.931641
	Iteration 285Q: 3 clusters Score -1.4727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -14726993.000000 Penalty: 5875.931641
	Iteration 286Q: 3 clusters Score -1.472699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136067 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -14726988.000000 Penalty: 5875.931641
	Iteration 287Q: 3 clusters Score -1.472699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136081 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -14726995.000000 Penalty: 5875.931641
	Iteration 288Q: 3 clusters Score -1.4727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136092 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -14726981.000000 Penalty: 5875.931641
	Iteration 289Q: 3 clusters Score -1.472698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136099 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14727007.000000 Penalty: 5875.931641
	Iteration 290Q: 3 clusters Score -1.472701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136109 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14726996.000000 Penalty: 5875.931641
	Iteration 291Q: 3 clusters Score -1.4727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -14726995.000000 Penalty: 5875.931641
	Iteration 292Q: 3 clusters Score -1.4727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -14726996.000000 Penalty: 5875.931641
	Iteration 293Q: 3 clusters Score -1.4727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136142 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -14727002.000000 Penalty: 5875.931641
	Iteration 294Q: 3 clusters Score -1.4727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -14727012.000000 Penalty: 5875.931641
	Iteration 295Q: 3 clusters Score -1.472701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -14727014.000000 Penalty: 5875.931641
	Iteration 296Q: 3 clusters Score -1.472701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136186 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -14727002.000000 Penalty: 5875.931641
	Iteration 297Q: 3 clusters Score -1.4727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136205 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -14727012.000000 Penalty: 5875.931641
	Iteration 298Q: 3 clusters Score -1.472701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -14727003.000000 Penalty: 5875.931641
	Iteration 299Q: 3 clusters Score -1.4727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136227 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -14727000.000000 Penalty: 5875.931641
	Iteration 300F: 3 clusters Score -1.4727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -14726997.000000 Penalty: 5875.931641
	Iteration 301Q: 3 clusters Score -1.4727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136255 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14726984.000000 Penalty: 5875.931641
	Iteration 302Q: 3 clusters Score -1.472698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -14726977.000000 Penalty: 5875.931641
	Iteration 303Q: 3 clusters Score -1.472698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -14726973.000000 Penalty: 5875.931641
	Iteration 304Q: 3 clusters Score -1.472697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136283 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -14726979.000000 Penalty: 5875.931641
	Iteration 305Q: 3 clusters Score -1.472698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136291 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -14726973.000000 Penalty: 5875.931641
	Iteration 306Q: 3 clusters Score -1.472697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136298 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -14726960.000000 Penalty: 5875.931641
	Iteration 307Q: 3 clusters Score -1.472696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -14726959.000000 Penalty: 5875.931641
	Iteration 308Q: 3 clusters Score -1.472696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136312 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -14726963.000000 Penalty: 5875.931641
	Iteration 309Q: 3 clusters Score -1.472696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136319 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -14726968.000000 Penalty: 5875.931641
	Iteration 310Q: 3 clusters Score -1.472697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -14726949.000000 Penalty: 5875.931641
	Iteration 311Q: 3 clusters Score -1.472695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -14726956.000000 Penalty: 5875.931641
	Iteration 312Q: 3 clusters Score -1.472696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136342 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -14726951.000000 Penalty: 5875.931641
	Iteration 313Q: 3 clusters Score -1.472695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136352 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -14726953.000000 Penalty: 5875.931641
	Iteration 314Q: 3 clusters Score -1.472695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136364 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -14726949.000000 Penalty: 5875.931641
	Iteration 315Q: 3 clusters Score -1.472695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -14726953.000000 Penalty: 5875.931641
	Iteration 316Q: 3 clusters Score -1.472695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136388 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -14726954.000000 Penalty: 5875.931641
	Iteration 317Q: 3 clusters Score -1.472695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136394 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -14726962.000000 Penalty: 5875.931641
	Iteration 318Q: 3 clusters Score -1.472696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136398 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -14726958.000000 Penalty: 5875.931641
	Iteration 319Q: 3 clusters Score -1.472696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -14726953.000000 Penalty: 5875.931641
	Iteration 320F: 3 clusters Score -1.472695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -14726943.000000 Penalty: 5875.931641
	Iteration 321Q: 3 clusters Score -1.472694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136405 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -14726953.000000 Penalty: 5875.931641
	Iteration 322Q: 3 clusters Score -1.472695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -14726956.000000 Penalty: 5875.931641
	Iteration 323Q: 3 clusters Score -1.472696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136411 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -14726952.000000 Penalty: 5875.931641
	Iteration 324Q: 3 clusters Score -1.472695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -14726950.000000 Penalty: 5875.931641
	Iteration 325Q: 3 clusters Score -1.472695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136415 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -14726955.000000 Penalty: 5875.931641
	Iteration 326Q: 3 clusters Score -1.472696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136416 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -14726958.000000 Penalty: 5875.931641
	Iteration 327Q: 3 clusters Score -1.472696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136417 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -14726959.000000 Penalty: 5875.931641
	Iteration 328Q: 3 clusters Score -1.472696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -14726958.000000 Penalty: 5875.931641
	Iteration 329Q: 3 clusters Score -1.472696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -14726958.000000 Penalty: 5875.931641
	Iteration 330F: 3 clusters Score -1.472696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -538486.437500 Penalty: 2192.499756
	Iteration 0F: 2 clusters Score -538486.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -532749.812500 Penalty: 4384.999512
	Iteration 0F: 3 clusters Score -532749.8 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -534336.687500 Penalty: 4384.999512
	Iteration 1F: 3 clusters Score -534336.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -534600.437500 Penalty: 4384.999512
	Iteration 2F: 3 clusters Score -534600.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -534834.125000 Penalty: 4384.999512
	Iteration 3F: 3 clusters Score -534834.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -535031.062500 Penalty: 4384.999512
	Iteration 4Q: 3 clusters Score -535031.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -535205.375000 Penalty: 4384.999512
	Iteration 5Q: 3 clusters Score -535205.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -535395.750000 Penalty: 4384.999512
	Iteration 6Q: 3 clusters Score -535395.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -535617.625000 Penalty: 4384.999512
	Iteration 7Q: 3 clusters Score -535617.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -535826.125000 Penalty: 4384.999512
	Iteration 8Q: 3 clusters Score -535826.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -536066.375000 Penalty: 4384.999512
	Iteration 9Q: 3 clusters Score -536066.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -536316.687500 Penalty: 4384.999512
	Iteration 10Q: 3 clusters Score -536316.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -536601.687500 Penalty: 4384.999512
	Iteration 11Q: 3 clusters Score -536601.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -536977.500000 Penalty: 4384.999512
	Iteration 12Q: 3 clusters Score -536977.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -537390.312500 Penalty: 4384.999512
	Iteration 13Q: 3 clusters Score -537390.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -537803.750000 Penalty: 4384.999512
	Iteration 14Q: 3 clusters Score -537803.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -538003.375000 Penalty: 4384.999512
	Iteration 15Q: 3 clusters Score -538003.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -538068.312500 Penalty: 4384.999512
	Iteration 16Q: 3 clusters Score -538068.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -538102.937500 Penalty: 4384.999512
	Iteration 17Q: 3 clusters Score -538102.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -538118.437500 Penalty: 4384.999512
	Iteration 18Q: 3 clusters Score -538118.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -538130.812500 Penalty: 4384.999512
	Iteration 19Q: 3 clusters Score -538130.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -538143.000000 Penalty: 4384.999512
	Iteration 20F: 3 clusters Score -538143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -538151.500000 Penalty: 4384.999512
	Iteration 21Q: 3 clusters Score -538151.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -538154.937500 Penalty: 4384.999512
	Iteration 22Q: 3 clusters Score -538154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -538157.750000 Penalty: 4384.999512
	Iteration 23Q: 3 clusters Score -538157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -538159.375000 Penalty: 4384.999512
	Iteration 24Q: 3 clusters Score -538159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -538162.000000 Penalty: 4384.999512
	Iteration 25Q: 3 clusters Score -538162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -538164.062500 Penalty: 4384.999512
	Iteration 26Q: 3 clusters Score -538164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -538166.062500 Penalty: 4384.999512
	Iteration 27Q: 3 clusters Score -538166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -538169.937500 Penalty: 4384.999512
	Iteration 28Q: 3 clusters Score -538169.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -538176.375000 Penalty: 4384.999512
	Iteration 29Q: 3 clusters Score -538176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -538180.000000 Penalty: 4384.999512
	Iteration 30Q: 3 clusters Score -538180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -538185.437500 Penalty: 4384.999512
	Iteration 31Q: 3 clusters Score -538185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -538190.687500 Penalty: 4384.999512
	Iteration 32Q: 3 clusters Score -538190.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -538195.625000 Penalty: 4384.999512
	Iteration 33Q: 3 clusters Score -538195.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -538199.125000 Penalty: 4384.999512
	Iteration 34Q: 3 clusters Score -538199.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -538202.062500 Penalty: 4384.999512
	Iteration 35Q: 3 clusters Score -538202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -538209.500000 Penalty: 4384.999512
	Iteration 36Q: 3 clusters Score -538209.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -538212.937500 Penalty: 4384.999512
	Iteration 37Q: 3 clusters Score -538212.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -538227.125000 Penalty: 4384.999512
	Iteration 38Q: 3 clusters Score -538227.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -538250.437500 Penalty: 4384.999512
	Iteration 39Q: 3 clusters Score -538250.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -538290.312500 Penalty: 4384.999512
	Iteration 40F: 3 clusters Score -538290.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -538370.375000 Penalty: 4384.999512
	Iteration 41Q: 3 clusters Score -538370.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -538503.062500 Penalty: 4384.999512
	Iteration 42Q: 3 clusters Score -538503.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -538684.125000 Penalty: 4384.999512
	Iteration 43Q: 3 clusters Score -538684.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -538916.625000 Penalty: 4384.999512
	Iteration 44Q: 3 clusters Score -538916.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -539073.062500 Penalty: 4384.999512
	Iteration 45Q: 3 clusters Score -539073.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -539149.562500 Penalty: 4384.999512
	Iteration 46Q: 3 clusters Score -539149.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -539176.625000 Penalty: 4384.999512
	Iteration 47Q: 3 clusters Score -539176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -539189.375000 Penalty: 4384.999512
	Iteration 48Q: 3 clusters Score -539189.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -539200.750000 Penalty: 4384.999512
	Iteration 49Q: 3 clusters Score -539200.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -539210.625000 Penalty: 4384.999512
	Iteration 50Q: 3 clusters Score -539210.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -539219.562500 Penalty: 4384.999512
	Iteration 51Q: 3 clusters Score -539219.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -539227.750000 Penalty: 4384.999512
	Iteration 52Q: 3 clusters Score -539227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -539232.375000 Penalty: 4384.999512
	Iteration 53Q: 3 clusters Score -539232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -539234.937500 Penalty: 4384.999512
	Iteration 54Q: 3 clusters Score -539234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -539238.250000 Penalty: 4384.999512
	Iteration 55Q: 3 clusters Score -539238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -539240.687500 Penalty: 4384.999512
	Iteration 56Q: 3 clusters Score -539240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -539240.062500 Penalty: 4384.999512
	Iteration 57Q: 3 clusters Score -539240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -539244.125000 Penalty: 4384.999512
	Iteration 58Q: 3 clusters Score -539244.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -539245.375000 Penalty: 4384.999512
	Iteration 59Q: 3 clusters Score -539245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -539245.125000 Penalty: 4384.999512
	Iteration 60F: 3 clusters Score -539245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -539246.812500 Penalty: 4384.999512
	Iteration 61Q: 3 clusters Score -539246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -539246.812500 Penalty: 4384.999512
	Iteration 62F: 3 clusters Score -539246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 13855 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 12315 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 2636 members 
Entering Unmasked Estep 
Score: -150620016.000000 Penalty: 135627.765625
Splitting cluster 2 changes total score from -150620384.000000 to -150620016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -522409.843750 Penalty: 2203.451904
	Iteration 0F: 2 clusters Score -522409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -516599.312500 Penalty: 4406.903809
	Iteration 0F: 3 clusters Score -516599.3 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -518152.875000 Penalty: 4406.903809
	Iteration 1F: 3 clusters Score -518152.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -518397.375000 Penalty: 4406.903809
	Iteration 2F: 3 clusters Score -518397.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -518597.437500 Penalty: 4406.903809
	Iteration 3F: 3 clusters Score -518597.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -518810.312500 Penalty: 4406.903809
	Iteration 4Q: 3 clusters Score -518810.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -519043.187500 Penalty: 4406.903809
	Iteration 5Q: 3 clusters Score -519043.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -519322.781250 Penalty: 4406.903809
	Iteration 6Q: 3 clusters Score -519322.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -519723.093750 Penalty: 4406.903809
	Iteration 7F: 3 clusters Score -519723.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -520193.906250 Penalty: 4406.903809
	Iteration 8F: 3 clusters Score -520193.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -520618.531250 Penalty: 4406.903809
	Iteration 9F: 3 clusters Score -520618.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -520987.000000 Penalty: 4406.903809
	Iteration 10F: 3 clusters Score -520987 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -521307.781250 Penalty: 4406.903809
	Iteration 11Q: 3 clusters Score -521307.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -521577.031250 Penalty: 4406.903809
	Iteration 12Q: 3 clusters Score -521577 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -521783.468750 Penalty: 4406.903809
	Iteration 13Q: 3 clusters Score -521783.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -521894.562500 Penalty: 4406.903809
	Iteration 14Q: 3 clusters Score -521894.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -521970.718750 Penalty: 4406.903809
	Iteration 15Q: 3 clusters Score -521970.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -522013.156250 Penalty: 4406.903809
	Iteration 16Q: 3 clusters Score -522013.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -522039.906250 Penalty: 4406.903809
	Iteration 17Q: 3 clusters Score -522039.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -522059.406250 Penalty: 4406.903809
	Iteration 18Q: 3 clusters Score -522059.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -522075.812500 Penalty: 4406.903809
	Iteration 19Q: 3 clusters Score -522075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -522087.125000 Penalty: 4406.903809
	Iteration 20F: 3 clusters Score -522087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -522091.937500 Penalty: 4406.903809
	Iteration 21Q: 3 clusters Score -522091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -522095.062500 Penalty: 4406.903809
	Iteration 22Q: 3 clusters Score -522095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -522099.000000 Penalty: 4406.903809
	Iteration 23Q: 3 clusters Score -522099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -522101.781250 Penalty: 4406.903809
	Iteration 24Q: 3 clusters Score -522101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -522101.562500 Penalty: 4406.903809
	Iteration 25Q: 3 clusters Score -522101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -522101.562500 Penalty: 4406.903809
	Iteration 26F: 3 clusters Score -522101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Entering Unmasked Estep 
Score: -1057887.625000 Penalty: 2365.027588
	Iteration 0F: 2 clusters Score -1057888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1047747.312500 Penalty: 4730.055176
	Iteration 0F: 3 clusters Score -1047747 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1051338.500000 Penalty: 4730.055176
	Iteration 1F: 3 clusters Score -1051338 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1052132.125000 Penalty: 4730.055176
	Iteration 2F: 3 clusters Score -1052132 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1053039.125000 Penalty: 4730.055176
	Iteration 3F: 3 clusters Score -1053039 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1053983.625000 Penalty: 4730.055176
	Iteration 4F: 3 clusters Score -1053984 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1054800.875000 Penalty: 4730.055176
	Iteration 5F: 3 clusters Score -1054801 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1055402.625000 Penalty: 4730.055176
	Iteration 6F: 3 clusters Score -1055403 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1055843.125000 Penalty: 4730.055176
	Iteration 7F: 3 clusters Score -1055843 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1056178.250000 Penalty: 4730.055176
	Iteration 8Q: 3 clusters Score -1056178 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1056446.625000 Penalty: 4730.055176
	Iteration 9Q: 3 clusters Score -1056447 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1056681.125000 Penalty: 4730.055176
	Iteration 10Q: 3 clusters Score -1056681 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1056943.500000 Penalty: 4730.055176
	Iteration 11Q: 3 clusters Score -1056944 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1057231.000000 Penalty: 4730.055176
	Iteration 12Q: 3 clusters Score -1057231 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1057544.125000 Penalty: 4730.055176
	Iteration 13Q: 3 clusters Score -1057544 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1057787.250000 Penalty: 4730.055176
	Iteration 14Q: 3 clusters Score -1057787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1057947.250000 Penalty: 4730.055176
	Iteration 15Q: 3 clusters Score -1057947 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1058038.000000 Penalty: 4730.055176
	Iteration 16Q: 3 clusters Score -1058038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1058103.250000 Penalty: 4730.055176
	Iteration 17Q: 3 clusters Score -1058103 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1058152.750000 Penalty: 4730.055176
	Iteration 18Q: 3 clusters Score -1058153 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1058191.625000 Penalty: 4730.055176
	Iteration 19Q: 3 clusters Score -1058192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1058216.625000 Penalty: 4730.055176
	Iteration 20F: 3 clusters Score -1058217 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1058249.250000 Penalty: 4730.055176
	Iteration 21Q: 3 clusters Score -1058249 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1058277.125000 Penalty: 4730.055176
	Iteration 22Q: 3 clusters Score -1058277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1058313.375000 Penalty: 4730.055176
	Iteration 23Q: 3 clusters Score -1058313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1058351.625000 Penalty: 4730.055176
	Iteration 24Q: 3 clusters Score -1058352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1058395.375000 Penalty: 4730.055176
	Iteration 25Q: 3 clusters Score -1058395 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1058467.625000 Penalty: 4730.055176
	Iteration 26Q: 3 clusters Score -1058468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1058557.500000 Penalty: 4730.055176
	Iteration 27Q: 3 clusters Score -1058558 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1058659.375000 Penalty: 4730.055176
	Iteration 28Q: 3 clusters Score -1058659 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1058810.625000 Penalty: 4730.055176
	Iteration 29Q: 3 clusters Score -1058811 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1059042.500000 Penalty: 4730.055176
	Iteration 30Q: 3 clusters Score -1059042 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1059381.375000 Penalty: 4730.055176
	Iteration 31Q: 3 clusters Score -1059381 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1059789.500000 Penalty: 4730.055176
	Iteration 32Q: 3 clusters Score -1059790 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1060204.875000 Penalty: 4730.055176
	Iteration 33Q: 3 clusters Score -1060205 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1060568.625000 Penalty: 4730.055176
	Iteration 34Q: 3 clusters Score -1060569 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1060835.250000 Penalty: 4730.055176
	Iteration 35Q: 3 clusters Score -1060835 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1061032.500000 Penalty: 4730.055176
	Iteration 36Q: 3 clusters Score -1061032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1061119.875000 Penalty: 4730.055176
	Iteration 37Q: 3 clusters Score -1061120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1061146.375000 Penalty: 4730.055176
	Iteration 38Q: 3 clusters Score -1061146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1061161.500000 Penalty: 4730.055176
	Iteration 39Q: 3 clusters Score -1061162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1061164.125000 Penalty: 4730.055176
	Iteration 40F: 3 clusters Score -1061164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1061170.500000 Penalty: 4730.055176
	Iteration 41Q: 3 clusters Score -1061170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1061171.625000 Penalty: 4730.055176
	Iteration 42Q: 3 clusters Score -1061172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1061170.125000 Penalty: 4730.055176
	Iteration 43Q: 3 clusters Score -1061170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1061170.375000 Penalty: 4730.055176
	Iteration 44Q: 3 clusters Score -1061170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1061170.375000 Penalty: 4730.055176
	Iteration 45F: 3 clusters Score -1061170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 12315 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Entering Unmasked Estep 
Score: -150622544.000000 Penalty: 135627.765625
Splitting cluster 4 changes total score from -150620384.000000 to -150622544.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (59471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Entering Unmasked Estep 
Score: -4812918.500000 Penalty: 2726.324463
	Iteration 0F: 2 clusters Score -4812918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4773111.000000 Penalty: 5452.648926
	Iteration 0F: 3 clusters Score -4773111 nChanged 27543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4789058.000000 Penalty: 5452.648926
	Iteration 1F: 3 clusters Score -4789058 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4790418.000000 Penalty: 5452.648926
	Iteration 2F: 3 clusters Score -4790418 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4792046.500000 Penalty: 5452.648926
	Iteration 3F: 3 clusters Score -4792046 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4794003.500000 Penalty: 5452.648926
	Iteration 4F: 3 clusters Score -4794004 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -4796441.000000 Penalty: 5452.648926
	Iteration 5F: 3 clusters Score -4796441 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -4798965.500000 Penalty: 5452.648926
	Iteration 6F: 3 clusters Score -4798966 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -4801495.500000 Penalty: 5452.648926
	Iteration 7F: 3 clusters Score -4801496 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -4803861.000000 Penalty: 5452.648926
	Iteration 8F: 3 clusters Score -4803861 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -4805888.500000 Penalty: 5452.648926
	Iteration 9Q: 3 clusters Score -4805888 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -4807341.500000 Penalty: 5452.648926
	Iteration 10Q: 3 clusters Score -4807342 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -4808492.500000 Penalty: 5452.648926
	Iteration 11Q: 3 clusters Score -4808492 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -4809267.500000 Penalty: 5452.648926
	Iteration 12Q: 3 clusters Score -4809268 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -4809723.000000 Penalty: 5452.648926
	Iteration 13Q: 3 clusters Score -4809723 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -4810049.000000 Penalty: 5452.648926
	Iteration 14Q: 3 clusters Score -4810049 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -4810243.000000 Penalty: 5452.648926
	Iteration 15Q: 3 clusters Score -4810243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -4810355.500000 Penalty: 5452.648926
	Iteration 16Q: 3 clusters Score -4810356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -4810432.500000 Penalty: 5452.648926
	Iteration 17Q: 3 clusters Score -4810432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -4810491.500000 Penalty: 5452.648926
	Iteration 18Q: 3 clusters Score -4810492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -4810533.500000 Penalty: 5452.648926
	Iteration 19Q: 3 clusters Score -4810534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -4810556.500000 Penalty: 5452.648926
	Iteration 20F: 3 clusters Score -4810556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -4810598.000000 Penalty: 5452.648926
	Iteration 21Q: 3 clusters Score -4810598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -4810615.500000 Penalty: 5452.648926
	Iteration 22Q: 3 clusters Score -4810616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -4810625.500000 Penalty: 5452.648926
	Iteration 23Q: 3 clusters Score -4810626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -4810631.000000 Penalty: 5452.648926
	Iteration 24Q: 3 clusters Score -4810631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -4810643.000000 Penalty: 5452.648926
	Iteration 25Q: 3 clusters Score -4810643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -4810650.500000 Penalty: 5452.648926
	Iteration 26Q: 3 clusters Score -4810650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -4810654.500000 Penalty: 5452.648926
	Iteration 27Q: 3 clusters Score -4810654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -4810655.000000 Penalty: 5452.648926
	Iteration 28Q: 3 clusters Score -4810655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -4810658.000000 Penalty: 5452.648926
	Iteration 29Q: 3 clusters Score -4810658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -4810658.000000 Penalty: 5452.648926
	Iteration 30Q: 3 clusters Score -4810658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -4810659.000000 Penalty: 5452.648926
	Iteration 31Q: 3 clusters Score -4810659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -4810664.000000 Penalty: 5452.648926
	Iteration 32Q: 3 clusters Score -4810664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -4810664.000000 Penalty: 5452.648926
	Iteration 33Q: 3 clusters Score -4810664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -4810672.000000 Penalty: 5452.648926
	Iteration 34Q: 3 clusters Score -4810672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -4810675.000000 Penalty: 5452.648926
	Iteration 35Q: 3 clusters Score -4810675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -4810674.000000 Penalty: 5452.648926
	Iteration 36Q: 3 clusters Score -4810674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -4810674.000000 Penalty: 5452.648926
	Iteration 37F: 3 clusters Score -4810674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Entering Unmasked Estep 
Score: -410053.031250 Penalty: 2146.752441
	Iteration 0F: 2 clusters Score -410053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -405046.125000 Penalty: 4293.504883
	Iteration 0F: 3 clusters Score -405046.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -406410.312500 Penalty: 4293.504883
	Iteration 1F: 3 clusters Score -406410.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -406859.593750 Penalty: 4293.504883
	Iteration 2F: 3 clusters Score -406859.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -407387.125000 Penalty: 4293.504883
	Iteration 3F: 3 clusters Score -407387.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -408004.531250 Penalty: 4293.504883
	Iteration 4F: 3 clusters Score -408004.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -408681.062500 Penalty: 4293.504883
	Iteration 5F: 3 clusters Score -408681.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -409403.187500 Penalty: 4293.504883
	Iteration 6F: 3 clusters Score -409403.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -409896.687500 Penalty: 4293.504883
	Iteration 7F: 3 clusters Score -409896.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -410211.187500 Penalty: 4293.504883
	Iteration 8Q: 3 clusters Score -410211.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -410418.343750 Penalty: 4293.504883
	Iteration 9Q: 3 clusters Score -410418.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -410582.312500 Penalty: 4293.504883
	Iteration 10Q: 3 clusters Score -410582.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -410710.812500 Penalty: 4293.504883
	Iteration 11Q: 3 clusters Score -410710.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -410783.875000 Penalty: 4293.504883
	Iteration 12Q: 3 clusters Score -410783.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -410829.187500 Penalty: 4293.504883
	Iteration 13Q: 3 clusters Score -410829.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -410859.968750 Penalty: 4293.504883
	Iteration 14Q: 3 clusters Score -410860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -410880.812500 Penalty: 4293.504883
	Iteration 15Q: 3 clusters Score -410880.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -410895.906250 Penalty: 4293.504883
	Iteration 16Q: 3 clusters Score -410895.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -410916.906250 Penalty: 4293.504883
	Iteration 17Q: 3 clusters Score -410916.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -410940.843750 Penalty: 4293.504883
	Iteration 18Q: 3 clusters Score -410940.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -410967.937500 Penalty: 4293.504883
	Iteration 19Q: 3 clusters Score -410967.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -411003.218750 Penalty: 4293.504883
	Iteration 20F: 3 clusters Score -411003.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -411046.187500 Penalty: 4293.504883
	Iteration 21Q: 3 clusters Score -411046.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -411076.218750 Penalty: 4293.504883
	Iteration 22Q: 3 clusters Score -411076.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -411103.781250 Penalty: 4293.504883
	Iteration 23Q: 3 clusters Score -411103.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -411125.812500 Penalty: 4293.504883
	Iteration 24Q: 3 clusters Score -411125.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -411146.312500 Penalty: 4293.504883
	Iteration 25Q: 3 clusters Score -411146.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -411181.156250 Penalty: 4293.504883
	Iteration 26Q: 3 clusters Score -411181.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -411230.187500 Penalty: 4293.504883
	Iteration 27Q: 3 clusters Score -411230.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -411278.625000 Penalty: 4293.504883
	Iteration 28Q: 3 clusters Score -411278.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -411309.687500 Penalty: 4293.504883
	Iteration 29Q: 3 clusters Score -411309.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -411325.000000 Penalty: 4293.504883
	Iteration 30Q: 3 clusters Score -411325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -411340.531250 Penalty: 4293.504883
	Iteration 31Q: 3 clusters Score -411340.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -411350.406250 Penalty: 4293.504883
	Iteration 32Q: 3 clusters Score -411350.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -411358.156250 Penalty: 4293.504883
	Iteration 33Q: 3 clusters Score -411358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -411364.968750 Penalty: 4293.504883
	Iteration 34Q: 3 clusters Score -411365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -411367.000000 Penalty: 4293.504883
	Iteration 35Q: 3 clusters Score -411367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -411369.437500 Penalty: 4293.504883
	Iteration 36Q: 3 clusters Score -411369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -411371.812500 Penalty: 4293.504883
	Iteration 37Q: 3 clusters Score -411371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -411374.281250 Penalty: 4293.504883
	Iteration 38Q: 3 clusters Score -411374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -411375.531250 Penalty: 4293.504883
	Iteration 39Q: 3 clusters Score -411375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -411384.468750 Penalty: 4293.504883
	Iteration 40F: 3 clusters Score -411384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -411390.437500 Penalty: 4293.504883
	Iteration 41Q: 3 clusters Score -411390.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -411395.187500 Penalty: 4293.504883
	Iteration 42Q: 3 clusters Score -411395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -411396.750000 Penalty: 4293.504883
	Iteration 43Q: 3 clusters Score -411396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -411398.593750 Penalty: 4293.504883
	Iteration 44Q: 3 clusters Score -411398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -411398.968750 Penalty: 4293.504883
	Iteration 45Q: 3 clusters Score -411399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -411401.375000 Penalty: 4293.504883
	Iteration 46Q: 3 clusters Score -411401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -411403.187500 Penalty: 4293.504883
	Iteration 47Q: 3 clusters Score -411403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -411403.687500 Penalty: 4293.504883
	Iteration 48Q: 3 clusters Score -411403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -411404.406250 Penalty: 4293.504883
	Iteration 49Q: 3 clusters Score -411404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -411404.406250 Penalty: 4293.504883
	Iteration 50F: 3 clusters Score -411404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 12315 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Entering Unmasked Estep 
Score: -150622592.000000 Penalty: 139196.921875
Splitting cluster 6 changes total score from -150620384.000000 to -150622592.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (12315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Entering Unmasked Estep 
Score: -896454.125000 Penalty: 2335.806152
	Iteration 0F: 2 clusters Score -896454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -887451.500000 Penalty: 4671.612305
	Iteration 0F: 3 clusters Score -887451.5 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -890463.000000 Penalty: 4671.612305
	Iteration 1F: 3 clusters Score -890463 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -891041.000000 Penalty: 4671.612305
	Iteration 2F: 3 clusters Score -891041 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -891626.062500 Penalty: 4671.612305
	Iteration 3F: 3 clusters Score -891626.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -892334.250000 Penalty: 4671.612305
	Iteration 4F: 3 clusters Score -892334.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -893327.000000 Penalty: 4671.612305
	Iteration 5F: 3 clusters Score -893327 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -894141.437500 Penalty: 4671.612305
	Iteration 6F: 3 clusters Score -894141.4 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -894701.687500 Penalty: 4671.612305
	Iteration 7F: 3 clusters Score -894701.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -895081.187500 Penalty: 4671.612305
	Iteration 8Q: 3 clusters Score -895081.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -895360.187500 Penalty: 4671.612305
	Iteration 9Q: 3 clusters Score -895360.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -895635.250000 Penalty: 4671.612305
	Iteration 10Q: 3 clusters Score -895635.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -895886.687500 Penalty: 4671.612305
	Iteration 11Q: 3 clusters Score -895886.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -896125.000000 Penalty: 4671.612305
	Iteration 12Q: 3 clusters Score -896125 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -896396.000000 Penalty: 4671.612305
	Iteration 13Q: 3 clusters Score -896396 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -896733.375000 Penalty: 4671.612305
	Iteration 14Q: 3 clusters Score -896733.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -897139.625000 Penalty: 4671.612305
	Iteration 15Q: 3 clusters Score -897139.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -897679.625000 Penalty: 4671.612305
	Iteration 16Q: 3 clusters Score -897679.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -898240.875000 Penalty: 4671.612305
	Iteration 17Q: 3 clusters Score -898240.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -898740.437500 Penalty: 4671.612305
	Iteration 18Q: 3 clusters Score -898740.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -899182.187500 Penalty: 4671.612305
	Iteration 19Q: 3 clusters Score -899182.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -899589.062500 Penalty: 4671.612305
	Iteration 20F: 3 clusters Score -899589.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -899918.687500 Penalty: 4671.612305
	Iteration 21Q: 3 clusters Score -899918.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -900011.812500 Penalty: 4671.612305
	Iteration 22Q: 3 clusters Score -900011.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -900037.875000 Penalty: 4671.612305
	Iteration 23Q: 3 clusters Score -900037.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -900044.875000 Penalty: 4671.612305
	Iteration 24Q: 3 clusters Score -900044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -900051.125000 Penalty: 4671.612305
	Iteration 25Q: 3 clusters Score -900051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -900053.062500 Penalty: 4671.612305
	Iteration 26Q: 3 clusters Score -900053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -900054.437500 Penalty: 4671.612305
	Iteration 27Q: 3 clusters Score -900054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -900055.875000 Penalty: 4671.612305
	Iteration 28Q: 3 clusters Score -900055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -900057.562500 Penalty: 4671.612305
	Iteration 29Q: 3 clusters Score -900057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -900057.437500 Penalty: 4671.612305
	Iteration 30Q: 3 clusters Score -900057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -900057.437500 Penalty: 4671.612305
	Iteration 31F: 3 clusters Score -900057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Entering Unmasked Estep 
Score: -150625216.000000 Penalty: 142766.062500
Splitting cluster 7 changes total score from -150620384.000000 to -150625216.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -282399.437500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -282399.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -278382.843750 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -278382.8 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -281112.531250 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -281112.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -283271.687500 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -283271.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -284756.250000 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -284756.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -285198.093750 Penalty: 4182.846680
	Iteration 4F: 3 clusters Score -285198.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -285296.718750 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -285296.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -285340.906250 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -285340.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -285360.718750 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -285360.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -285366.625000 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -285366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -285372.375000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -285372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -285375.812500 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -285375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -285376.750000 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -285376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -285377.000000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -285377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -285377.437500 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -285377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -285378.187500 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -285378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -285378.187500 Penalty: 4182.846680
	Iteration 15F: 3 clusters Score -285378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 10965 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Entering Unmasked Estep 
Score: -150626256.000000 Penalty: 146335.218750
Splitting cluster 8 changes total score from -150620384.000000 to -150626256.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (15453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Entering Unmasked Estep 
Score: -1187862.375000 Penalty: 2392.098389
	Iteration 0F: 2 clusters Score -1187862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1176812.375000 Penalty: 4784.196777
	Iteration 0F: 3 clusters Score -1176812 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1180366.500000 Penalty: 4784.196777
	Iteration 1F: 3 clusters Score -1180366 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1180993.125000 Penalty: 4784.196777
	Iteration 2F: 3 clusters Score -1180993 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1181837.250000 Penalty: 4784.196777
	Iteration 3F: 3 clusters Score -1181837 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1182846.000000 Penalty: 4784.196777
	Iteration 4F: 3 clusters Score -1182846 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1183924.250000 Penalty: 4784.196777
	Iteration 5F: 3 clusters Score -1183924 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1184794.125000 Penalty: 4784.196777
	Iteration 6F: 3 clusters Score -1184794 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1185384.125000 Penalty: 4784.196777
	Iteration 7F: 3 clusters Score -1185384 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1185781.750000 Penalty: 4784.196777
	Iteration 8Q: 3 clusters Score -1185782 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1186080.000000 Penalty: 4784.196777
	Iteration 9Q: 3 clusters Score -1186080 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1186313.375000 Penalty: 4784.196777
	Iteration 10Q: 3 clusters Score -1186313 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1186548.000000 Penalty: 4784.196777
	Iteration 11Q: 3 clusters Score -1186548 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1186783.625000 Penalty: 4784.196777
	Iteration 12Q: 3 clusters Score -1186784 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1187016.875000 Penalty: 4784.196777
	Iteration 13Q: 3 clusters Score -1187017 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1187235.125000 Penalty: 4784.196777
	Iteration 14Q: 3 clusters Score -1187235 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1187418.250000 Penalty: 4784.196777
	Iteration 15Q: 3 clusters Score -1187418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1187535.500000 Penalty: 4784.196777
	Iteration 16Q: 3 clusters Score -1187536 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1187602.000000 Penalty: 4784.196777
	Iteration 17Q: 3 clusters Score -1187602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1187649.875000 Penalty: 4784.196777
	Iteration 18Q: 3 clusters Score -1187650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1187671.750000 Penalty: 4784.196777
	Iteration 19Q: 3 clusters Score -1187672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1187692.375000 Penalty: 4784.196777
	Iteration 20F: 3 clusters Score -1187692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1187702.125000 Penalty: 4784.196777
	Iteration 21Q: 3 clusters Score -1187702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1187711.250000 Penalty: 4784.196777
	Iteration 22Q: 3 clusters Score -1187711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1187713.750000 Penalty: 4784.196777
	Iteration 23Q: 3 clusters Score -1187714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1187715.375000 Penalty: 4784.196777
	Iteration 24Q: 3 clusters Score -1187715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1187720.250000 Penalty: 4784.196777
	Iteration 25Q: 3 clusters Score -1187720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1187722.500000 Penalty: 4784.196777
	Iteration 26Q: 3 clusters Score -1187722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1187724.125000 Penalty: 4784.196777
	Iteration 27Q: 3 clusters Score -1187724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1187727.250000 Penalty: 4784.196777
	Iteration 28Q: 3 clusters Score -1187727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1187735.000000 Penalty: 4784.196777
	Iteration 29Q: 3 clusters Score -1187735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1187737.000000 Penalty: 4784.196777
	Iteration 30Q: 3 clusters Score -1187737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1187742.250000 Penalty: 4784.196777
	Iteration 31Q: 3 clusters Score -1187742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1187743.750000 Penalty: 4784.196777
	Iteration 32Q: 3 clusters Score -1187744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1187745.125000 Penalty: 4784.196777
	Iteration 33Q: 3 clusters Score -1187745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1187748.875000 Penalty: 4784.196777
	Iteration 34Q: 3 clusters Score -1187749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1187753.750000 Penalty: 4784.196777
	Iteration 35Q: 3 clusters Score -1187754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1187757.000000 Penalty: 4784.196777
	Iteration 36Q: 3 clusters Score -1187757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1187759.750000 Penalty: 4784.196777
	Iteration 37Q: 3 clusters Score -1187760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1187759.750000 Penalty: 4784.196777
	Iteration 38Q: 3 clusters Score -1187760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1187767.875000 Penalty: 4784.196777
	Iteration 39Q: 3 clusters Score -1187768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1187771.000000 Penalty: 4784.196777
	Iteration 40F: 3 clusters Score -1187771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1187777.375000 Penalty: 4784.196777
	Iteration 41Q: 3 clusters Score -1187777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1187781.125000 Penalty: 4784.196777
	Iteration 42Q: 3 clusters Score -1187781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1187783.875000 Penalty: 4784.196777
	Iteration 43Q: 3 clusters Score -1187784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1187789.250000 Penalty: 4784.196777
	Iteration 44Q: 3 clusters Score -1187789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1187795.375000 Penalty: 4784.196777
	Iteration 45Q: 3 clusters Score -1187795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1187798.250000 Penalty: 4784.196777
	Iteration 46Q: 3 clusters Score -1187798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1187801.750000 Penalty: 4784.196777
	Iteration 47Q: 3 clusters Score -1187802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1187801.125000 Penalty: 4784.196777
	Iteration 48Q: 3 clusters Score -1187801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1187801.250000 Penalty: 4784.196777
	Iteration 49Q: 3 clusters Score -1187801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1187801.125000 Penalty: 4784.196777
	Iteration 50Q: 3 clusters Score -1187801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1187807.750000 Penalty: 4784.196777
	Iteration 51Q: 3 clusters Score -1187808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1187808.500000 Penalty: 4784.196777
	Iteration 52Q: 3 clusters Score -1187808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1187808.250000 Penalty: 4784.196777
	Iteration 53Q: 3 clusters Score -1187808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1187806.875000 Penalty: 4784.196777
	Iteration 54Q: 3 clusters Score -1187807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1187809.000000 Penalty: 4784.196777
	Iteration 55Q: 3 clusters Score -1187809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1187810.625000 Penalty: 4784.196777
	Iteration 56Q: 3 clusters Score -1187811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1187809.500000 Penalty: 4784.196777
	Iteration 57Q: 3 clusters Score -1187810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1187808.750000 Penalty: 4784.196777
	Iteration 58Q: 3 clusters Score -1187809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1187809.375000 Penalty: 4784.196777
	Iteration 59Q: 3 clusters Score -1187809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1187810.375000 Penalty: 4784.196777
	Iteration 60F: 3 clusters Score -1187810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1187811.000000 Penalty: 4784.196777
	Iteration 61Q: 3 clusters Score -1187811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1187811.000000 Penalty: 4784.196777
	Iteration 62Q: 3 clusters Score -1187811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1187809.750000 Penalty: 4784.196777
	Iteration 63Q: 3 clusters Score -1187810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1187811.625000 Penalty: 4784.196777
	Iteration 64Q: 3 clusters Score -1187812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1187813.125000 Penalty: 4784.196777
	Iteration 65Q: 3 clusters Score -1187813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1187811.500000 Penalty: 4784.196777
	Iteration 66Q: 3 clusters Score -1187812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1187811.500000 Penalty: 4784.196777
	Iteration 67F: 3 clusters Score -1187812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Entering Unmasked Estep 
Score: -823527.937500 Penalty: 2307.010986
	Iteration 0F: 2 clusters Score -823527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -815260.750000 Penalty: 4614.021973
	Iteration 0F: 3 clusters Score -815260.8 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -817822.375000 Penalty: 4614.021973
	Iteration 1F: 3 clusters Score -817822.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -818414.187500 Penalty: 4614.021973
	Iteration 2F: 3 clusters Score -818414.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -819091.750000 Penalty: 4614.021973
	Iteration 3F: 3 clusters Score -819091.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -820004.812500 Penalty: 4614.021973
	Iteration 4F: 3 clusters Score -820004.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -821304.187500 Penalty: 4614.021973
	Iteration 5F: 3 clusters Score -821304.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -823530.500000 Penalty: 4614.021973
	Iteration 6F: 3 clusters Score -823530.5 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -828546.312500 Penalty: 4614.021973
	Iteration 7F: 3 clusters Score -828546.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -833569.625000 Penalty: 4614.021973
	Iteration 8F: 3 clusters Score -833569.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -835353.562500 Penalty: 4614.021973
	Iteration 9F: 3 clusters Score -835353.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -836654.312500 Penalty: 4614.021973
	Iteration 10Q: 3 clusters Score -836654.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -837982.500000 Penalty: 4614.021973
	Iteration 11Q: 3 clusters Score -837982.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -839203.687500 Penalty: 4614.021973
	Iteration 12Q: 3 clusters Score -839203.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -839444.062500 Penalty: 4614.021973
	Iteration 13Q: 3 clusters Score -839444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -839459.312500 Penalty: 4614.021973
	Iteration 14Q: 3 clusters Score -839459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -839460.312500 Penalty: 4614.021973
	Iteration 15Q: 3 clusters Score -839460.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -839460.687500 Penalty: 4614.021973
	Iteration 16F: 3 clusters Score -839460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -839463.750000 Penalty: 4614.021973
	Iteration 17Q: 3 clusters Score -839463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -839463.750000 Penalty: 4614.021973
	Iteration 18F: 3 clusters Score -839463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 13957 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Entering Unmasked Estep 
Score: -150643840.000000 Penalty: 149904.375000
Splitting cluster 10 changes total score from -150620384.000000 to -150643840.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (103718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Entering Unmasked Estep 
Score: -8297448.000000 Penalty: 2864.258789
	Iteration 0F: 2 clusters Score -8297448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -8227876.500000 Penalty: 5728.517578
	Iteration 0F: 3 clusters Score -8227876 nChanged 49154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -8255796.000000 Penalty: 5728.517578
	Iteration 1F: 3 clusters Score -8255796 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -8256674.000000 Penalty: 5728.517578
	Iteration 2Q: 3 clusters Score -8256674 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -8257713.000000 Penalty: 5728.517578
	Iteration 3Q: 3 clusters Score -8257713 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8259315.500000 Penalty: 5728.517578
	Iteration 4Q: 3 clusters Score -8259316 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8262196.000000 Penalty: 5728.517578
	Iteration 5F: 3 clusters Score -8262196 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -8267156.500000 Penalty: 5728.517578
	Iteration 6F: 3 clusters Score -8267156 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -8274592.500000 Penalty: 5728.517578
	Iteration 7F: 3 clusters Score -8274592 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -8282800.500000 Penalty: 5728.517578
	Iteration 8F: 3 clusters Score -8282800 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -8288716.000000 Penalty: 5728.517578
	Iteration 9F: 3 clusters Score -8288716 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8291864.000000 Penalty: 5728.517578
	Iteration 10Q: 3 clusters Score -8291864 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -8293365.500000 Penalty: 5728.517578
	Iteration 11Q: 3 clusters Score -8293366 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8294045.000000 Penalty: 5728.517578
	Iteration 12Q: 3 clusters Score -8294045 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8294460.500000 Penalty: 5728.517578
	Iteration 13Q: 3 clusters Score -8294460 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8294733.000000 Penalty: 5728.517578
	Iteration 14Q: 3 clusters Score -8294733 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8294876.000000 Penalty: 5728.517578
	Iteration 15Q: 3 clusters Score -8294876 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8294943.000000 Penalty: 5728.517578
	Iteration 16Q: 3 clusters Score -8294943 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8295008.500000 Penalty: 5728.517578
	Iteration 17Q: 3 clusters Score -8295008 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8295032.000000 Penalty: 5728.517578
	Iteration 18Q: 3 clusters Score -8295032 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8295049.500000 Penalty: 5728.517578
	Iteration 19Q: 3 clusters Score -8295050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8295065.500000 Penalty: 5728.517578
	Iteration 20F: 3 clusters Score -8295066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8295095.000000 Penalty: 5728.517578
	Iteration 21Q: 3 clusters Score -8295095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8295104.500000 Penalty: 5728.517578
	Iteration 22Q: 3 clusters Score -8295104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8295136.000000 Penalty: 5728.517578
	Iteration 23Q: 3 clusters Score -8295136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8295143.000000 Penalty: 5728.517578
	Iteration 24Q: 3 clusters Score -8295143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101392 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8295140.500000 Penalty: 5728.517578
	Iteration 25Q: 3 clusters Score -8295140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8295165.000000 Penalty: 5728.517578
	Iteration 26Q: 3 clusters Score -8295165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8295178.500000 Penalty: 5728.517578
	Iteration 27Q: 3 clusters Score -8295178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8295183.500000 Penalty: 5728.517578
	Iteration 28Q: 3 clusters Score -8295184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8295179.000000 Penalty: 5728.517578
	Iteration 29Q: 3 clusters Score -8295179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101564 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8295202.500000 Penalty: 5728.517578
	Iteration 30Q: 3 clusters Score -8295202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8295211.000000 Penalty: 5728.517578
	Iteration 31Q: 3 clusters Score -8295211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8295210.000000 Penalty: 5728.517578
	Iteration 32Q: 3 clusters Score -8295210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8295214.500000 Penalty: 5728.517578
	Iteration 33Q: 3 clusters Score -8295214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8295202.500000 Penalty: 5728.517578
	Iteration 34Q: 3 clusters Score -8295202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8295198.500000 Penalty: 5728.517578
	Iteration 35Q: 3 clusters Score -8295198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8295202.500000 Penalty: 5728.517578
	Iteration 36Q: 3 clusters Score -8295202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8295204.000000 Penalty: 5728.517578
	Iteration 37Q: 3 clusters Score -8295204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8295201.000000 Penalty: 5728.517578
	Iteration 38Q: 3 clusters Score -8295201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101674 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8295205.000000 Penalty: 5728.517578
	Iteration 39Q: 3 clusters Score -8295205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8295205.500000 Penalty: 5728.517578
	Iteration 40F: 3 clusters Score -8295206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101681 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8295211.500000 Penalty: 5728.517578
	Iteration 41Q: 3 clusters Score -8295212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8295210.000000 Penalty: 5728.517578
	Iteration 42Q: 3 clusters Score -8295210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8295220.000000 Penalty: 5728.517578
	Iteration 43Q: 3 clusters Score -8295220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8295220.500000 Penalty: 5728.517578
	Iteration 44Q: 3 clusters Score -8295220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8295226.500000 Penalty: 5728.517578
	Iteration 45Q: 3 clusters Score -8295226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101719 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8295228.000000 Penalty: 5728.517578
	Iteration 46Q: 3 clusters Score -8295228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8295240.000000 Penalty: 5728.517578
	Iteration 47Q: 3 clusters Score -8295240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8295244.500000 Penalty: 5728.517578
	Iteration 48Q: 3 clusters Score -8295244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8295238.000000 Penalty: 5728.517578
	Iteration 49Q: 3 clusters Score -8295238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8295249.000000 Penalty: 5728.517578
	Iteration 50Q: 3 clusters Score -8295249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8295246.000000 Penalty: 5728.517578
	Iteration 51Q: 3 clusters Score -8295246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8295233.500000 Penalty: 5728.517578
	Iteration 52Q: 3 clusters Score -8295234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101758 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8295236.500000 Penalty: 5728.517578
	Iteration 53Q: 3 clusters Score -8295236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8295235.000000 Penalty: 5728.517578
	Iteration 54Q: 3 clusters Score -8295235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8295238.500000 Penalty: 5728.517578
	Iteration 55Q: 3 clusters Score -8295238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8295243.000000 Penalty: 5728.517578
	Iteration 56Q: 3 clusters Score -8295243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8295241.500000 Penalty: 5728.517578
	Iteration 57Q: 3 clusters Score -8295242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8295235.500000 Penalty: 5728.517578
	Iteration 58Q: 3 clusters Score -8295236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8295246.000000 Penalty: 5728.517578
	Iteration 59Q: 3 clusters Score -8295246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8295247.500000 Penalty: 5728.517578
	Iteration 60F: 3 clusters Score -8295248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8295248.000000 Penalty: 5728.517578
	Iteration 61Q: 3 clusters Score -8295248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8295243.500000 Penalty: 5728.517578
	Iteration 62Q: 3 clusters Score -8295244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8295245.500000 Penalty: 5728.517578
	Iteration 63Q: 3 clusters Score -8295246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8295240.500000 Penalty: 5728.517578
	Iteration 64Q: 3 clusters Score -8295240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8295235.500000 Penalty: 5728.517578
	Iteration 65Q: 3 clusters Score -8295236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8295245.500000 Penalty: 5728.517578
	Iteration 66Q: 3 clusters Score -8295246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8295251.000000 Penalty: 5728.517578
	Iteration 67Q: 3 clusters Score -8295251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8295248.000000 Penalty: 5728.517578
	Iteration 68Q: 3 clusters Score -8295248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8295249.500000 Penalty: 5728.517578
	Iteration 69Q: 3 clusters Score -8295250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8295242.500000 Penalty: 5728.517578
	Iteration 70Q: 3 clusters Score -8295242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8295249.500000 Penalty: 5728.517578
	Iteration 71Q: 3 clusters Score -8295250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8295249.500000 Penalty: 5728.517578
	Iteration 72F: 3 clusters Score -8295250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -1530490.625000 Penalty: 2443.578857
	Iteration 0F: 2 clusters Score -1530491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1517014.375000 Penalty: 4887.157715
	Iteration 0F: 3 clusters Score -1517014 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1521497.875000 Penalty: 4887.157715
	Iteration 1F: 3 clusters Score -1521498 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1521889.000000 Penalty: 4887.157715
	Iteration 2F: 3 clusters Score -1521889 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1522209.000000 Penalty: 4887.157715
	Iteration 3Q: 3 clusters Score -1522209 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1522552.750000 Penalty: 4887.157715
	Iteration 4Q: 3 clusters Score -1522553 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1523004.875000 Penalty: 4887.157715
	Iteration 5Q: 3 clusters Score -1523005 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1523713.500000 Penalty: 4887.157715
	Iteration 6F: 3 clusters Score -1523714 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1524824.125000 Penalty: 4887.157715
	Iteration 7F: 3 clusters Score -1524824 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1526131.000000 Penalty: 4887.157715
	Iteration 8F: 3 clusters Score -1526131 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1527184.875000 Penalty: 4887.157715
	Iteration 9F: 3 clusters Score -1527185 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1527871.375000 Penalty: 4887.157715
	Iteration 10Q: 3 clusters Score -1527871 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1528247.125000 Penalty: 4887.157715
	Iteration 11Q: 3 clusters Score -1528247 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1528451.125000 Penalty: 4887.157715
	Iteration 12Q: 3 clusters Score -1528451 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1528547.000000 Penalty: 4887.157715
	Iteration 13Q: 3 clusters Score -1528547 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1528600.750000 Penalty: 4887.157715
	Iteration 14Q: 3 clusters Score -1528601 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1528644.000000 Penalty: 4887.157715
	Iteration 15Q: 3 clusters Score -1528644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1528681.000000 Penalty: 4887.157715
	Iteration 16Q: 3 clusters Score -1528681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1528705.375000 Penalty: 4887.157715
	Iteration 17Q: 3 clusters Score -1528705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1528708.750000 Penalty: 4887.157715
	Iteration 18Q: 3 clusters Score -1528709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1528719.875000 Penalty: 4887.157715
	Iteration 19Q: 3 clusters Score -1528720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1528721.625000 Penalty: 4887.157715
	Iteration 20F: 3 clusters Score -1528722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1528730.250000 Penalty: 4887.157715
	Iteration 21Q: 3 clusters Score -1528730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1528734.875000 Penalty: 4887.157715
	Iteration 22Q: 3 clusters Score -1528735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1528737.250000 Penalty: 4887.157715
	Iteration 23Q: 3 clusters Score -1528737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1528737.500000 Penalty: 4887.157715
	Iteration 24Q: 3 clusters Score -1528738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1528742.625000 Penalty: 4887.157715
	Iteration 25Q: 3 clusters Score -1528743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1528744.125000 Penalty: 4887.157715
	Iteration 26Q: 3 clusters Score -1528744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1528744.125000 Penalty: 4887.157715
	Iteration 27F: 3 clusters Score -1528744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Entering Unmasked Estep 
Score: -1401639.375000 Penalty: 2366.846680
	Iteration 0F: 2 clusters Score -1401639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1391556.125000 Penalty: 4733.693359
	Iteration 0F: 3 clusters Score -1391556 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1394827.750000 Penalty: 4733.693359
	Iteration 1F: 3 clusters Score -1394828 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1395865.125000 Penalty: 4733.693359
	Iteration 2F: 3 clusters Score -1395865 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1398139.875000 Penalty: 4733.693359
	Iteration 3F: 3 clusters Score -1398140 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1401089.500000 Penalty: 4733.693359
	Iteration 4F: 3 clusters Score -1401090 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1402796.500000 Penalty: 4733.693359
	Iteration 5F: 3 clusters Score -1402796 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1403394.000000 Penalty: 4733.693359
	Iteration 6F: 3 clusters Score -1403394 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1403552.375000 Penalty: 4733.693359
	Iteration 7Q: 3 clusters Score -1403552 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1403616.750000 Penalty: 4733.693359
	Iteration 8Q: 3 clusters Score -1403617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1403650.375000 Penalty: 4733.693359
	Iteration 9Q: 3 clusters Score -1403650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1403669.000000 Penalty: 4733.693359
	Iteration 10Q: 3 clusters Score -1403669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1403685.750000 Penalty: 4733.693359
	Iteration 11Q: 3 clusters Score -1403686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1403689.250000 Penalty: 4733.693359
	Iteration 12Q: 3 clusters Score -1403689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1403693.000000 Penalty: 4733.693359
	Iteration 13Q: 3 clusters Score -1403693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1403692.250000 Penalty: 4733.693359
	Iteration 14Q: 3 clusters Score -1403692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1403694.000000 Penalty: 4733.693359
	Iteration 15Q: 3 clusters Score -1403694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1403697.500000 Penalty: 4733.693359
	Iteration 16Q: 3 clusters Score -1403698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1403698.750000 Penalty: 4733.693359
	Iteration 17Q: 3 clusters Score -1403699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1403695.250000 Penalty: 4733.693359
	Iteration 18Q: 3 clusters Score -1403695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1403696.875000 Penalty: 4733.693359
	Iteration 19Q: 3 clusters Score -1403697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1403696.625000 Penalty: 4733.693359
	Iteration 20F: 3 clusters Score -1403697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1403695.875000 Penalty: 4733.693359
	Iteration 21Q: 3 clusters Score -1403696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1403697.125000 Penalty: 4733.693359
	Iteration 22Q: 3 clusters Score -1403697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1403697.500000 Penalty: 4733.693359
	Iteration 23Q: 3 clusters Score -1403698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1403697.500000 Penalty: 4733.693359
	Iteration 24F: 3 clusters Score -1403698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Entering Unmasked Estep 
Score: -150644240.000000 Penalty: 153473.531250
Splitting cluster 13 changes total score from -150620384.000000 to -150644240.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 14 (24652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Entering Unmasked Estep 
Score: -2365386.750000 Penalty: 2507.928223
	Iteration 0F: 2 clusters Score -2365387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2348364.000000 Penalty: 5015.856445
	Iteration 0F: 3 clusters Score -2348364 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2354594.000000 Penalty: 5015.856445
	Iteration 1F: 3 clusters Score -2354594 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2355711.250000 Penalty: 5015.856445
	Iteration 2F: 3 clusters Score -2355711 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2357358.250000 Penalty: 5015.856445
	Iteration 3F: 3 clusters Score -2357358 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2359742.000000 Penalty: 5015.856445
	Iteration 4F: 3 clusters Score -2359742 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2362219.250000 Penalty: 5015.856445
	Iteration 5F: 3 clusters Score -2362219 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2364020.500000 Penalty: 5015.856445
	Iteration 6F: 3 clusters Score -2364020 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2364985.000000 Penalty: 5015.856445
	Iteration 7Q: 3 clusters Score -2364985 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2365412.000000 Penalty: 5015.856445
	Iteration 8Q: 3 clusters Score -2365412 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2365642.250000 Penalty: 5015.856445
	Iteration 9Q: 3 clusters Score -2365642 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2365763.250000 Penalty: 5015.856445
	Iteration 10Q: 3 clusters Score -2365763 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2365857.250000 Penalty: 5015.856445
	Iteration 11Q: 3 clusters Score -2365857 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2365921.500000 Penalty: 5015.856445
	Iteration 12Q: 3 clusters Score -2365922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2365982.500000 Penalty: 5015.856445
	Iteration 13Q: 3 clusters Score -2365982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2366025.500000 Penalty: 5015.856445
	Iteration 14Q: 3 clusters Score -2366026 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2366077.000000 Penalty: 5015.856445
	Iteration 15Q: 3 clusters Score -2366077 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2366126.750000 Penalty: 5015.856445
	Iteration 16Q: 3 clusters Score -2366127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2366169.750000 Penalty: 5015.856445
	Iteration 17Q: 3 clusters Score -2366170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2366204.500000 Penalty: 5015.856445
	Iteration 18Q: 3 clusters Score -2366204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2366213.750000 Penalty: 5015.856445
	Iteration 19Q: 3 clusters Score -2366214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2366367.250000 Penalty: 5015.856445
	Iteration 20F: 3 clusters Score -2366367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2366525.500000 Penalty: 5015.856445
	Iteration 21Q: 3 clusters Score -2366526 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2366701.750000 Penalty: 5015.856445
	Iteration 22Q: 3 clusters Score -2366702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2366856.000000 Penalty: 5015.856445
	Iteration 23Q: 3 clusters Score -2366856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2366987.750000 Penalty: 5015.856445
	Iteration 24Q: 3 clusters Score -2366988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2367120.500000 Penalty: 5015.856445
	Iteration 25Q: 3 clusters Score -2367120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2367235.750000 Penalty: 5015.856445
	Iteration 26Q: 3 clusters Score -2367236 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2367326.750000 Penalty: 5015.856445
	Iteration 27Q: 3 clusters Score -2367327 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2367376.500000 Penalty: 5015.856445
	Iteration 28Q: 3 clusters Score -2367376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2367416.000000 Penalty: 5015.856445
	Iteration 29Q: 3 clusters Score -2367416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2367438.500000 Penalty: 5015.856445
	Iteration 30Q: 3 clusters Score -2367438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2367453.000000 Penalty: 5015.856445
	Iteration 31Q: 3 clusters Score -2367453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2367465.500000 Penalty: 5015.856445
	Iteration 32Q: 3 clusters Score -2367466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2367467.000000 Penalty: 5015.856445
	Iteration 33Q: 3 clusters Score -2367467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2367471.250000 Penalty: 5015.856445
	Iteration 34Q: 3 clusters Score -2367471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2367482.000000 Penalty: 5015.856445
	Iteration 35Q: 3 clusters Score -2367482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2367485.500000 Penalty: 5015.856445
	Iteration 36Q: 3 clusters Score -2367486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2367491.500000 Penalty: 5015.856445
	Iteration 37Q: 3 clusters Score -2367492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2367492.250000 Penalty: 5015.856445
	Iteration 38Q: 3 clusters Score -2367492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2367494.500000 Penalty: 5015.856445
	Iteration 39Q: 3 clusters Score -2367494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2367501.500000 Penalty: 5015.856445
	Iteration 40F: 3 clusters Score -2367502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2367511.000000 Penalty: 5015.856445
	Iteration 41Q: 3 clusters Score -2367511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2367514.500000 Penalty: 5015.856445
	Iteration 42Q: 3 clusters Score -2367514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2367510.000000 Penalty: 5015.856445
	Iteration 43Q: 3 clusters Score -2367510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2367518.500000 Penalty: 5015.856445
	Iteration 44Q: 3 clusters Score -2367518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2367518.000000 Penalty: 5015.856445
	Iteration 45Q: 3 clusters Score -2367518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2367517.750000 Penalty: 5015.856445
	Iteration 46Q: 3 clusters Score -2367518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2367515.750000 Penalty: 5015.856445
	Iteration 47Q: 3 clusters Score -2367516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2367517.500000 Penalty: 5015.856445
	Iteration 48Q: 3 clusters Score -2367518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2367518.500000 Penalty: 5015.856445
	Iteration 49Q: 3 clusters Score -2367518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2367516.750000 Penalty: 5015.856445
	Iteration 50Q: 3 clusters Score -2367517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2367517.750000 Penalty: 5015.856445
	Iteration 51Q: 3 clusters Score -2367518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2367520.000000 Penalty: 5015.856445
	Iteration 52Q: 3 clusters Score -2367520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2367520.000000 Penalty: 5015.856445
	Iteration 53F: 3 clusters Score -2367520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 40192 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Entering Unmasked Estep 
Score: -150645248.000000 Penalty: 157042.671875
Splitting cluster 14 changes total score from -150620384.000000 to -150645248.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 15 (117899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Entering Unmasked Estep 
Score: -9556267.000000 Penalty: 2896.040771
	Iteration 0F: 2 clusters Score -9556267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -9477337.000000 Penalty: 5792.081543
	Iteration 0F: 3 clusters Score -9477337 nChanged 56045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -9509706.000000 Penalty: 5792.081543
	Iteration 1F: 3 clusters Score -9509706 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -9510857.000000 Penalty: 5792.081543
	Iteration 2Q: 3 clusters Score -9510857 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -9511937.000000 Penalty: 5792.081543
	Iteration 3Q: 3 clusters Score -9511937 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -9513137.000000 Penalty: 5792.081543
	Iteration 4Q: 3 clusters Score -9513137 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -9514769.000000 Penalty: 5792.081543
	Iteration 5Q: 3 clusters Score -9514769 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -9516563.000000 Penalty: 5792.081543
	Iteration 6Q: 3 clusters Score -9516563 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -9518790.000000 Penalty: 5792.081543
	Iteration 7Q: 3 clusters Score -9518790 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -9521484.000000 Penalty: 5792.081543
	Iteration 8Q: 3 clusters Score -9521484 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -9524910.000000 Penalty: 5792.081543
	Iteration 9F: 3 clusters Score -9524910 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -9528620.000000 Penalty: 5792.081543
	Iteration 10F: 3 clusters Score -9528620 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -9531942.000000 Penalty: 5792.081543
	Iteration 11Q: 3 clusters Score -9531942 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -9533881.000000 Penalty: 5792.081543
	Iteration 12Q: 3 clusters Score -9533881 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9534843.000000 Penalty: 5792.081543
	Iteration 13Q: 3 clusters Score -9534843 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9535175.000000 Penalty: 5792.081543
	Iteration 14Q: 3 clusters Score -9535175 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -9535423.000000 Penalty: 5792.081543
	Iteration 15Q: 3 clusters Score -9535423 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -9535614.000000 Penalty: 5792.081543
	Iteration 16Q: 3 clusters Score -9535614 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -9535836.000000 Penalty: 5792.081543
	Iteration 17Q: 3 clusters Score -9535836 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -9536069.000000 Penalty: 5792.081543
	Iteration 18Q: 3 clusters Score -9536069 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -9536244.000000 Penalty: 5792.081543
	Iteration 19Q: 3 clusters Score -9536244 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -9536505.000000 Penalty: 5792.081543
	Iteration 20F: 3 clusters Score -9536505 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -9536807.000000 Penalty: 5792.081543
	Iteration 21Q: 3 clusters Score -9536807 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -9537189.000000 Penalty: 5792.081543
	Iteration 22Q: 3 clusters Score -9537189 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -9537575.000000 Penalty: 5792.081543
	Iteration 23Q: 3 clusters Score -9537575 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -9537960.000000 Penalty: 5792.081543
	Iteration 24Q: 3 clusters Score -9537960 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -9538445.000000 Penalty: 5792.081543
	Iteration 25Q: 3 clusters Score -9538445 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -9538947.000000 Penalty: 5792.081543
	Iteration 26Q: 3 clusters Score -9538947 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -9539466.000000 Penalty: 5792.081543
	Iteration 27Q: 3 clusters Score -9539466 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -9540093.000000 Penalty: 5792.081543
	Iteration 28Q: 3 clusters Score -9540093 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -9540799.000000 Penalty: 5792.081543
	Iteration 29Q: 3 clusters Score -9540799 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -9541508.000000 Penalty: 5792.081543
	Iteration 30Q: 3 clusters Score -9541508 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -9542433.000000 Penalty: 5792.081543
	Iteration 31Q: 3 clusters Score -9542433 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96184 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -9543475.000000 Penalty: 5792.081543
	Iteration 32Q: 3 clusters Score -9543475 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -9544571.000000 Penalty: 5792.081543
	Iteration 33Q: 3 clusters Score -9544571 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -9545630.000000 Penalty: 5792.081543
	Iteration 34Q: 3 clusters Score -9545630 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -9546631.000000 Penalty: 5792.081543
	Iteration 35Q: 3 clusters Score -9546631 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103191 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -9547550.000000 Penalty: 5792.081543
	Iteration 36Q: 3 clusters Score -9547550 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -9548288.000000 Penalty: 5792.081543
	Iteration 37Q: 3 clusters Score -9548288 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -9548958.000000 Penalty: 5792.081543
	Iteration 38Q: 3 clusters Score -9548958 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -9549510.000000 Penalty: 5792.081543
	Iteration 39Q: 3 clusters Score -9549510 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -9549978.000000 Penalty: 5792.081543
	Iteration 40F: 3 clusters Score -9549978 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -9550346.000000 Penalty: 5792.081543
	Iteration 41Q: 3 clusters Score -9550346 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -9550626.000000 Penalty: 5792.081543
	Iteration 42Q: 3 clusters Score -9550626 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -9550889.000000 Penalty: 5792.081543
	Iteration 43Q: 3 clusters Score -9550889 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -9551159.000000 Penalty: 5792.081543
	Iteration 44Q: 3 clusters Score -9551159 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -9551386.000000 Penalty: 5792.081543
	Iteration 45Q: 3 clusters Score -9551386 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -9551558.000000 Penalty: 5792.081543
	Iteration 46Q: 3 clusters Score -9551558 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -9551772.000000 Penalty: 5792.081543
	Iteration 47Q: 3 clusters Score -9551772 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112536 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -9551972.000000 Penalty: 5792.081543
	Iteration 48Q: 3 clusters Score -9551972 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9552137.000000 Penalty: 5792.081543
	Iteration 49Q: 3 clusters Score -9552137 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -9552298.000000 Penalty: 5792.081543
	Iteration 50Q: 3 clusters Score -9552298 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113880 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -9552497.000000 Penalty: 5792.081543
	Iteration 51Q: 3 clusters Score -9552497 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114243 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -9552666.000000 Penalty: 5792.081543
	Iteration 52Q: 3 clusters Score -9552666 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9552792.000000 Penalty: 5792.081543
	Iteration 53Q: 3 clusters Score -9552792 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9552889.000000 Penalty: 5792.081543
	Iteration 54Q: 3 clusters Score -9552889 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9552986.000000 Penalty: 5792.081543
	Iteration 55Q: 3 clusters Score -9552986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9553061.000000 Penalty: 5792.081543
	Iteration 56Q: 3 clusters Score -9553061 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9553129.000000 Penalty: 5792.081543
	Iteration 57Q: 3 clusters Score -9553129 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115645 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9553199.000000 Penalty: 5792.081543
	Iteration 58Q: 3 clusters Score -9553199 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9553265.000000 Penalty: 5792.081543
	Iteration 59Q: 3 clusters Score -9553265 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115912 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9553317.000000 Penalty: 5792.081543
	Iteration 60F: 3 clusters Score -9553317 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9553379.000000 Penalty: 5792.081543
	Iteration 61Q: 3 clusters Score -9553379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9553411.000000 Penalty: 5792.081543
	Iteration 62Q: 3 clusters Score -9553411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9553451.000000 Penalty: 5792.081543
	Iteration 63Q: 3 clusters Score -9553451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9553486.000000 Penalty: 5792.081543
	Iteration 64Q: 3 clusters Score -9553486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9553516.000000 Penalty: 5792.081543
	Iteration 65Q: 3 clusters Score -9553516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9553536.000000 Penalty: 5792.081543
	Iteration 66Q: 3 clusters Score -9553536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116460 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9553570.000000 Penalty: 5792.081543
	Iteration 67Q: 3 clusters Score -9553570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9553586.000000 Penalty: 5792.081543
	Iteration 68Q: 3 clusters Score -9553586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9553610.000000 Penalty: 5792.081543
	Iteration 69Q: 3 clusters Score -9553610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116610 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9553595.000000 Penalty: 5792.081543
	Iteration 70Q: 3 clusters Score -9553595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9553610.000000 Penalty: 5792.081543
	Iteration 71Q: 3 clusters Score -9553610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9553621.000000 Penalty: 5792.081543
	Iteration 72Q: 3 clusters Score -9553621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116718 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9553650.000000 Penalty: 5792.081543
	Iteration 73Q: 3 clusters Score -9553650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9553658.000000 Penalty: 5792.081543
	Iteration 74Q: 3 clusters Score -9553658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9553667.000000 Penalty: 5792.081543
	Iteration 75Q: 3 clusters Score -9553667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116786 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9553683.000000 Penalty: 5792.081543
	Iteration 76Q: 3 clusters Score -9553683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116797 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9553685.000000 Penalty: 5792.081543
	Iteration 77Q: 3 clusters Score -9553685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9553684.000000 Penalty: 5792.081543
	Iteration 78Q: 3 clusters Score -9553684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9553679.000000 Penalty: 5792.081543
	Iteration 79Q: 3 clusters Score -9553679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116820 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9553679.000000 Penalty: 5792.081543
	Iteration 80F: 3 clusters Score -9553679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9553686.000000 Penalty: 5792.081543
	Iteration 81Q: 3 clusters Score -9553686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9553686.000000 Penalty: 5792.081543
	Iteration 82Q: 3 clusters Score -9553686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116845 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9553693.000000 Penalty: 5792.081543
	Iteration 83Q: 3 clusters Score -9553693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116848 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9553684.000000 Penalty: 5792.081543
	Iteration 84Q: 3 clusters Score -9553684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9553694.000000 Penalty: 5792.081543
	Iteration 85Q: 3 clusters Score -9553694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9553698.000000 Penalty: 5792.081543
	Iteration 86Q: 3 clusters Score -9553698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9553697.000000 Penalty: 5792.081543
	Iteration 87Q: 3 clusters Score -9553697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9553701.000000 Penalty: 5792.081543
	Iteration 88Q: 3 clusters Score -9553701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9553699.000000 Penalty: 5792.081543
	Iteration 89Q: 3 clusters Score -9553699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116878 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9553704.000000 Penalty: 5792.081543
	Iteration 90Q: 3 clusters Score -9553704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9553711.000000 Penalty: 5792.081543
	Iteration 91Q: 3 clusters Score -9553711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9553714.000000 Penalty: 5792.081543
	Iteration 92Q: 3 clusters Score -9553714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116903 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9553714.000000 Penalty: 5792.081543
	Iteration 93Q: 3 clusters Score -9553714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9553714.000000 Penalty: 5792.081543
	Iteration 94Q: 3 clusters Score -9553714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116922 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9553725.000000 Penalty: 5792.081543
	Iteration 95Q: 3 clusters Score -9553725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9553730.000000 Penalty: 5792.081543
	Iteration 96Q: 3 clusters Score -9553730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9553739.000000 Penalty: 5792.081543
	Iteration 97Q: 3 clusters Score -9553739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116942 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9553725.000000 Penalty: 5792.081543
	Iteration 98Q: 3 clusters Score -9553725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9553735.000000 Penalty: 5792.081543
	Iteration 99Q: 3 clusters Score -9553735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9553742.000000 Penalty: 5792.081543
	Iteration 100F: 3 clusters Score -9553742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9553751.000000 Penalty: 5792.081543
	Iteration 101Q: 3 clusters Score -9553751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116979 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9553755.000000 Penalty: 5792.081543
	Iteration 102Q: 3 clusters Score -9553755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9553758.000000 Penalty: 5792.081543
	Iteration 103Q: 3 clusters Score -9553758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9553763.000000 Penalty: 5792.081543
	Iteration 104Q: 3 clusters Score -9553763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9553771.000000 Penalty: 5792.081543
	Iteration 105Q: 3 clusters Score -9553771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9553773.000000 Penalty: 5792.081543
	Iteration 106Q: 3 clusters Score -9553773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9553770.000000 Penalty: 5792.081543
	Iteration 107Q: 3 clusters Score -9553770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9553780.000000 Penalty: 5792.081543
	Iteration 108Q: 3 clusters Score -9553780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9553785.000000 Penalty: 5792.081543
	Iteration 109Q: 3 clusters Score -9553785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9553782.000000 Penalty: 5792.081543
	Iteration 110Q: 3 clusters Score -9553782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9553782.000000 Penalty: 5792.081543
	Iteration 111F: 3 clusters Score -9553782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Entering Unmasked Estep 
Score: -3192464.500000 Penalty: 2629.153076
	Iteration 0F: 2 clusters Score -3192464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3165305.500000 Penalty: 5258.306152
	Iteration 0F: 3 clusters Score -3165306 nChanged 18346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3175733.750000 Penalty: 5258.306152
	Iteration 1F: 3 clusters Score -3175734 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3176913.000000 Penalty: 5258.306152
	Iteration 2F: 3 clusters Score -3176913 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3178615.250000 Penalty: 5258.306152
	Iteration 3F: 3 clusters Score -3178615 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3180888.500000 Penalty: 5258.306152
	Iteration 4F: 3 clusters Score -3180888 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3183665.500000 Penalty: 5258.306152
	Iteration 5F: 3 clusters Score -3183666 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3186230.750000 Penalty: 5258.306152
	Iteration 6F: 3 clusters Score -3186231 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3188181.750000 Penalty: 5258.306152
	Iteration 7F: 3 clusters Score -3188182 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3189423.500000 Penalty: 5258.306152
	Iteration 8F: 3 clusters Score -3189424 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3190180.750000 Penalty: 5258.306152
	Iteration 9Q: 3 clusters Score -3190181 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3190739.750000 Penalty: 5258.306152
	Iteration 10Q: 3 clusters Score -3190740 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3191223.500000 Penalty: 5258.306152
	Iteration 11Q: 3 clusters Score -3191224 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3191710.250000 Penalty: 5258.306152
	Iteration 12Q: 3 clusters Score -3191710 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3192162.750000 Penalty: 5258.306152
	Iteration 13Q: 3 clusters Score -3192163 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3192612.750000 Penalty: 5258.306152
	Iteration 14Q: 3 clusters Score -3192613 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3193136.750000 Penalty: 5258.306152
	Iteration 15Q: 3 clusters Score -3193137 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3193717.000000 Penalty: 5258.306152
	Iteration 16Q: 3 clusters Score -3193717 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3194340.250000 Penalty: 5258.306152
	Iteration 17Q: 3 clusters Score -3194340 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3194836.750000 Penalty: 5258.306152
	Iteration 18Q: 3 clusters Score -3194837 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3195067.750000 Penalty: 5258.306152
	Iteration 19Q: 3 clusters Score -3195068 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3195154.000000 Penalty: 5258.306152
	Iteration 20F: 3 clusters Score -3195154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3195204.000000 Penalty: 5258.306152
	Iteration 21Q: 3 clusters Score -3195204 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3195228.250000 Penalty: 5258.306152
	Iteration 22Q: 3 clusters Score -3195228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3195222.750000 Penalty: 5258.306152
	Iteration 23Q: 3 clusters Score -3195223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3195240.500000 Penalty: 5258.306152
	Iteration 24Q: 3 clusters Score -3195240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3195239.000000 Penalty: 5258.306152
	Iteration 25Q: 3 clusters Score -3195239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3195244.750000 Penalty: 5258.306152
	Iteration 26Q: 3 clusters Score -3195245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3195247.000000 Penalty: 5258.306152
	Iteration 27Q: 3 clusters Score -3195247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3195241.750000 Penalty: 5258.306152
	Iteration 28Q: 3 clusters Score -3195242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3195246.250000 Penalty: 5258.306152
	Iteration 29Q: 3 clusters Score -3195246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3195247.000000 Penalty: 5258.306152
	Iteration 30Q: 3 clusters Score -3195247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3195247.500000 Penalty: 5258.306152
	Iteration 31Q: 3 clusters Score -3195248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3195248.750000 Penalty: 5258.306152
	Iteration 32Q: 3 clusters Score -3195249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3195246.250000 Penalty: 5258.306152
	Iteration 33Q: 3 clusters Score -3195246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3195245.250000 Penalty: 5258.306152
	Iteration 34Q: 3 clusters Score -3195245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3195244.750000 Penalty: 5258.306152
	Iteration 35Q: 3 clusters Score -3195245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3195244.750000 Penalty: 5258.306152
	Iteration 36F: 3 clusters Score -3195245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 330084 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Entering Unmasked Estep 
Score: -150644832.000000 Penalty: 160611.828125
Splitting cluster 16 changes total score from -150620384.000000 to -150644832.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (330084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330084 members 
Entering Unmasked Estep 
Score: -26564472.000000 Penalty: 3151.361572
	Iteration 0F: 2 clusters Score -2.656447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -26341730.000000 Penalty: 6302.723145
	Iteration 0F: 3 clusters Score -2.634173e+07 nChanged 160406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164007 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -26437320.000000 Penalty: 6302.723145
	Iteration 1F: 3 clusters Score -2.643732e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -26438800.000000 Penalty: 6302.723145
	Iteration 2Q: 3 clusters Score -2.64388e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -26440938.000000 Penalty: 6302.723145
	Iteration 3Q: 3 clusters Score -2.644094e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -26444484.000000 Penalty: 6302.723145
	Iteration 4Q: 3 clusters Score -2.644448e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 178967 members 
Entering Unmasked Estep 
Score: -26451290.000000 Penalty: 6302.723145
	Iteration 5Q: 3 clusters Score -2.645129e+07 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 186890 members 
Entering Unmasked Estep 
Score: -26463262.000000 Penalty: 6302.723145
	Iteration 6F: 3 clusters Score -2.646326e+07 nChanged 23846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133496 members 
Mstep: Class 2 contains 196588 members 
Entering Unmasked Estep 
Score: -26479974.000000 Penalty: 6302.723145
	Iteration 7F: 3 clusters Score -2.647997e+07 nChanged 24967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123663 members 
Mstep: Class 2 contains 206421 members 
Entering Unmasked Estep 
Score: -26497056.000000 Penalty: 6302.723145
	Iteration 8F: 3 clusters Score -2.649706e+07 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 214341 members 
Entering Unmasked Estep 
Score: -26509962.000000 Penalty: 6302.723145
	Iteration 9F: 3 clusters Score -2.650996e+07 nChanged 16443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109920 members 
Mstep: Class 2 contains 220164 members 
Entering Unmasked Estep 
Score: -26518070.000000 Penalty: 6302.723145
	Iteration 10Q: 3 clusters Score -2.651807e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 224473 members 
Entering Unmasked Estep 
Score: -26523708.000000 Penalty: 6302.723145
	Iteration 11Q: 3 clusters Score -2.652371e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 227793 members 
Entering Unmasked Estep 
Score: -26528574.000000 Penalty: 6302.723145
	Iteration 12Q: 3 clusters Score -2.652857e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 230486 members 
Entering Unmasked Estep 
Score: -26534488.000000 Penalty: 6302.723145
	Iteration 13Q: 3 clusters Score -2.653449e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 232229 members 
Entering Unmasked Estep 
Score: -26541014.000000 Penalty: 6302.723145
	Iteration 14Q: 3 clusters Score -2.654101e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 232850 members 
Entering Unmasked Estep 
Score: -26547344.000000 Penalty: 6302.723145
	Iteration 15Q: 3 clusters Score -2.654734e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 232400 members 
Entering Unmasked Estep 
Score: -26550674.000000 Penalty: 6302.723145
	Iteration 16Q: 3 clusters Score -2.655067e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 231331 members 
Entering Unmasked Estep 
Score: -26552802.000000 Penalty: 6302.723145
	Iteration 17Q: 3 clusters Score -2.65528e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 229725 members 
Entering Unmasked Estep 
Score: -26554808.000000 Penalty: 6302.723145
	Iteration 18Q: 3 clusters Score -2.655481e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 227512 members 
Entering Unmasked Estep 
Score: -26556854.000000 Penalty: 6302.723145
	Iteration 19Q: 3 clusters Score -2.655685e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105413 members 
Mstep: Class 2 contains 224671 members 
Entering Unmasked Estep 
Score: -26559152.000000 Penalty: 6302.723145
	Iteration 20F: 3 clusters Score -2.655915e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108688 members 
Mstep: Class 2 contains 221396 members 
Entering Unmasked Estep 
Score: -26561158.000000 Penalty: 6302.723145
	Iteration 21Q: 3 clusters Score -2.656116e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 217754 members 
Entering Unmasked Estep 
Score: -26562978.000000 Penalty: 6302.723145
	Iteration 22Q: 3 clusters Score -2.656298e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 213903 members 
Entering Unmasked Estep 
Score: -26564826.000000 Penalty: 6302.723145
	Iteration 23Q: 3 clusters Score -2.656483e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 209790 members 
Entering Unmasked Estep 
Score: -26566662.000000 Penalty: 6302.723145
	Iteration 24Q: 3 clusters Score -2.656666e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124442 members 
Mstep: Class 2 contains 205642 members 
Entering Unmasked Estep 
Score: -26568402.000000 Penalty: 6302.723145
	Iteration 25Q: 3 clusters Score -2.65684e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 201595 members 
Entering Unmasked Estep 
Score: -26569796.000000 Penalty: 6302.723145
	Iteration 26Q: 3 clusters Score -2.65698e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132341 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -26571048.000000 Penalty: 6302.723145
	Iteration 27Q: 3 clusters Score -2.657105e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 194060 members 
Entering Unmasked Estep 
Score: -26572436.000000 Penalty: 6302.723145
	Iteration 28Q: 3 clusters Score -2.657244e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 190725 members 
Entering Unmasked Estep 
Score: -26573174.000000 Penalty: 6302.723145
	Iteration 29Q: 3 clusters Score -2.657317e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142381 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -26574020.000000 Penalty: 6302.723145
	Iteration 30Q: 3 clusters Score -2.657402e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145050 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -26574550.000000 Penalty: 6302.723145
	Iteration 31Q: 3 clusters Score -2.657455e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 182608 members 
Entering Unmasked Estep 
Score: -26574926.000000 Penalty: 6302.723145
	Iteration 32Q: 3 clusters Score -2.657493e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149620 members 
Mstep: Class 2 contains 180464 members 
Entering Unmasked Estep 
Score: -26575420.000000 Penalty: 6302.723145
	Iteration 33Q: 3 clusters Score -2.657542e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151448 members 
Mstep: Class 2 contains 178636 members 
Entering Unmasked Estep 
Score: -26575644.000000 Penalty: 6302.723145
	Iteration 34Q: 3 clusters Score -2.657564e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153048 members 
Mstep: Class 2 contains 177036 members 
Entering Unmasked Estep 
Score: -26575708.000000 Penalty: 6302.723145
	Iteration 35Q: 3 clusters Score -2.657571e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154412 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -26575892.000000 Penalty: 6302.723145
	Iteration 36Q: 3 clusters Score -2.657589e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -26576024.000000 Penalty: 6302.723145
	Iteration 37Q: 3 clusters Score -2.657602e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 173459 members 
Entering Unmasked Estep 
Score: -26576022.000000 Penalty: 6302.723145
	Iteration 38Q: 3 clusters Score -2.657602e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157579 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -26576074.000000 Penalty: 6302.723145
	Iteration 39Q: 3 clusters Score -2.657607e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -26576158.000000 Penalty: 6302.723145
	Iteration 40F: 3 clusters Score -2.657616e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159201 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -26576198.000000 Penalty: 6302.723145
	Iteration 41Q: 3 clusters Score -2.65762e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 170204 members 
Entering Unmasked Estep 
Score: -26576226.000000 Penalty: 6302.723145
	Iteration 42Q: 3 clusters Score -2.657623e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 169618 members 
Entering Unmasked Estep 
Score: -26576342.000000 Penalty: 6302.723145
	Iteration 43Q: 3 clusters Score -2.657634e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -26576374.000000 Penalty: 6302.723145
	Iteration 44Q: 3 clusters Score -2.657637e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161459 members 
Mstep: Class 2 contains 168625 members 
Entering Unmasked Estep 
Score: -26576362.000000 Penalty: 6302.723145
	Iteration 45Q: 3 clusters Score -2.657636e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161884 members 
Mstep: Class 2 contains 168200 members 
Entering Unmasked Estep 
Score: -26576276.000000 Penalty: 6302.723145
	Iteration 46Q: 3 clusters Score -2.657628e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 167861 members 
Entering Unmasked Estep 
Score: -26576284.000000 Penalty: 6302.723145
	Iteration 47Q: 3 clusters Score -2.657628e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162522 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -26576278.000000 Penalty: 6302.723145
	Iteration 48Q: 3 clusters Score -2.657628e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 167293 members 
Entering Unmasked Estep 
Score: -26576358.000000 Penalty: 6302.723145
	Iteration 49Q: 3 clusters Score -2.657636e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 167068 members 
Entering Unmasked Estep 
Score: -26576346.000000 Penalty: 6302.723145
	Iteration 50Q: 3 clusters Score -2.657635e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163198 members 
Mstep: Class 2 contains 166886 members 
Entering Unmasked Estep 
Score: -26576314.000000 Penalty: 6302.723145
	Iteration 51Q: 3 clusters Score -2.657631e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163362 members 
Mstep: Class 2 contains 166722 members 
Entering Unmasked Estep 
Score: -26576268.000000 Penalty: 6302.723145
	Iteration 52Q: 3 clusters Score -2.657627e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 166574 members 
Entering Unmasked Estep 
Score: -26576304.000000 Penalty: 6302.723145
	Iteration 53Q: 3 clusters Score -2.65763e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -26576284.000000 Penalty: 6302.723145
	Iteration 54Q: 3 clusters Score -2.657628e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -26576318.000000 Penalty: 6302.723145
	Iteration 55Q: 3 clusters Score -2.657632e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -26576296.000000 Penalty: 6302.723145
	Iteration 56Q: 3 clusters Score -2.65763e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 166127 members 
Entering Unmasked Estep 
Score: -26576342.000000 Penalty: 6302.723145
	Iteration 57Q: 3 clusters Score -2.657634e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -26576302.000000 Penalty: 6302.723145
	Iteration 58Q: 3 clusters Score -2.65763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -26576350.000000 Penalty: 6302.723145
	Iteration 59Q: 3 clusters Score -2.657635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -26576352.000000 Penalty: 6302.723145
	Iteration 60F: 3 clusters Score -2.657635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -26576346.000000 Penalty: 6302.723145
	Iteration 61Q: 3 clusters Score -2.657635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164279 members 
Mstep: Class 2 contains 165805 members 
Entering Unmasked Estep 
Score: -26576306.000000 Penalty: 6302.723145
	Iteration 62Q: 3 clusters Score -2.657631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -26576320.000000 Penalty: 6302.723145
	Iteration 63Q: 3 clusters Score -2.657632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -26576344.000000 Penalty: 6302.723145
	Iteration 64Q: 3 clusters Score -2.657634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -26576344.000000 Penalty: 6302.723145
	Iteration 65Q: 3 clusters Score -2.657634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -26576364.000000 Penalty: 6302.723145
	Iteration 66Q: 3 clusters Score -2.657636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164484 members 
Mstep: Class 2 contains 165600 members 
Entering Unmasked Estep 
Score: -26576370.000000 Penalty: 6302.723145
	Iteration 67Q: 3 clusters Score -2.657637e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 165567 members 
Entering Unmasked Estep 
Score: -26576384.000000 Penalty: 6302.723145
	Iteration 68Q: 3 clusters Score -2.657638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164547 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -26576392.000000 Penalty: 6302.723145
	Iteration 69Q: 3 clusters Score -2.657639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164572 members 
Mstep: Class 2 contains 165512 members 
Entering Unmasked Estep 
Score: -26576372.000000 Penalty: 6302.723145
	Iteration 70Q: 3 clusters Score -2.657637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164593 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -26576368.000000 Penalty: 6302.723145
	Iteration 71Q: 3 clusters Score -2.657637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164617 members 
Mstep: Class 2 contains 165467 members 
Entering Unmasked Estep 
Score: -26576370.000000 Penalty: 6302.723145
	Iteration 72Q: 3 clusters Score -2.657637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164643 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -26576402.000000 Penalty: 6302.723145
	Iteration 73Q: 3 clusters Score -2.65764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 165416 members 
Entering Unmasked Estep 
Score: -26576388.000000 Penalty: 6302.723145
	Iteration 74Q: 3 clusters Score -2.657639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164688 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -26576422.000000 Penalty: 6302.723145
	Iteration 75Q: 3 clusters Score -2.657642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 165377 members 
Entering Unmasked Estep 
Score: -26576402.000000 Penalty: 6302.723145
	Iteration 76Q: 3 clusters Score -2.65764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -26576406.000000 Penalty: 6302.723145
	Iteration 77Q: 3 clusters Score -2.657641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -26576410.000000 Penalty: 6302.723145
	Iteration 78Q: 3 clusters Score -2.657641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 165338 members 
Entering Unmasked Estep 
Score: -26576416.000000 Penalty: 6302.723145
	Iteration 79Q: 3 clusters Score -2.657642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164753 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -26576412.000000 Penalty: 6302.723145
	Iteration 80F: 3 clusters Score -2.657641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 165326 members 
Entering Unmasked Estep 
Score: -26576408.000000 Penalty: 6302.723145
	Iteration 81Q: 3 clusters Score -2.657641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -26576408.000000 Penalty: 6302.723145
	Iteration 82Q: 3 clusters Score -2.657641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164765 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -26576406.000000 Penalty: 6302.723145
	Iteration 83Q: 3 clusters Score -2.657641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -26576400.000000 Penalty: 6302.723145
	Iteration 84Q: 3 clusters Score -2.65764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164768 members 
Mstep: Class 2 contains 165316 members 
Entering Unmasked Estep 
Score: -26576402.000000 Penalty: 6302.723145
	Iteration 85Q: 3 clusters Score -2.65764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164770 members 
Mstep: Class 2 contains 165314 members 
Entering Unmasked Estep 
Score: -26576406.000000 Penalty: 6302.723145
	Iteration 86Q: 3 clusters Score -2.657641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164771 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
Score: -26576388.000000 Penalty: 6302.723145
	Iteration 87Q: 3 clusters Score -2.657639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164772 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -26576390.000000 Penalty: 6302.723145
	Iteration 88Q: 3 clusters Score -2.657639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164772 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -26576390.000000 Penalty: 6302.723145
	Iteration 89F: 3 clusters Score -2.657639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 175211 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Entering Unmasked Estep 
Score: -150658592.000000 Penalty: 164180.984375
Splitting cluster 17 changes total score from -150620384.000000 to -150658592.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (175211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Entering Unmasked Estep 
Score: -14365333.000000 Penalty: 2994.289062
	Iteration 0F: 2 clusters Score -1.436533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -14247779.000000 Penalty: 5988.578125
	Iteration 0F: 3 clusters Score -1.424778e+07 nChanged 83981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -14297140.000000 Penalty: 5988.578125
	Iteration 1F: 3 clusters Score -1.429714e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -14299348.000000 Penalty: 5988.578125
	Iteration 2Q: 3 clusters Score -1.429935e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -14303043.000000 Penalty: 5988.578125
	Iteration 3Q: 3 clusters Score -1.430304e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -14308568.000000 Penalty: 5988.578125
	Iteration 4F: 3 clusters Score -1.430857e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -14314983.000000 Penalty: 5988.578125
	Iteration 5F: 3 clusters Score -1.431498e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -14321554.000000 Penalty: 5988.578125
	Iteration 6F: 3 clusters Score -1.432155e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 102003 members 
Entering Unmasked Estep 
Score: -14327468.000000 Penalty: 5988.578125
	Iteration 7F: 3 clusters Score -1.432747e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -14332475.000000 Penalty: 5988.578125
	Iteration 8F: 3 clusters Score -1.433248e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -14336933.000000 Penalty: 5988.578125
	Iteration 9Q: 3 clusters Score -1.433693e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 121605 members 
Entering Unmasked Estep 
Score: -14341168.000000 Penalty: 5988.578125
	Iteration 10Q: 3 clusters Score -1.434117e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -14345813.000000 Penalty: 5988.578125
	Iteration 11Q: 3 clusters Score -1.434581e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 136679 members 
Entering Unmasked Estep 
Score: -14350790.000000 Penalty: 5988.578125
	Iteration 12Q: 3 clusters Score -1.435079e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -14355067.000000 Penalty: 5988.578125
	Iteration 13Q: 3 clusters Score -1.435507e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -14358435.000000 Penalty: 5988.578125
	Iteration 14Q: 3 clusters Score -1.435844e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 151903 members 
Entering Unmasked Estep 
Score: -14360657.000000 Penalty: 5988.578125
	Iteration 15Q: 3 clusters Score -1.436066e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -14362045.000000 Penalty: 5988.578125
	Iteration 16Q: 3 clusters Score -1.436204e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -14362985.000000 Penalty: 5988.578125
	Iteration 17Q: 3 clusters Score -1.436298e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 158505 members 
Entering Unmasked Estep 
Score: -14363735.000000 Penalty: 5988.578125
	Iteration 18Q: 3 clusters Score -1.436374e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 159811 members 
Entering Unmasked Estep 
Score: -14364210.000000 Penalty: 5988.578125
	Iteration 19Q: 3 clusters Score -1.436421e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 160880 members 
Entering Unmasked Estep 
Score: -14364565.000000 Penalty: 5988.578125
	Iteration 20F: 3 clusters Score -1.436456e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 161758 members 
Entering Unmasked Estep 
Score: -14364887.000000 Penalty: 5988.578125
	Iteration 21Q: 3 clusters Score -1.436489e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -14365201.000000 Penalty: 5988.578125
	Iteration 22Q: 3 clusters Score -1.43652e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 163284 members 
Entering Unmasked Estep 
Score: -14365445.000000 Penalty: 5988.578125
	Iteration 23Q: 3 clusters Score -1.436544e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 163911 members 
Entering Unmasked Estep 
Score: -14365650.000000 Penalty: 5988.578125
	Iteration 24Q: 3 clusters Score -1.436565e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
Score: -14365934.000000 Penalty: 5988.578125
	Iteration 25Q: 3 clusters Score -1.436593e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -14366160.000000 Penalty: 5988.578125
	Iteration 26Q: 3 clusters Score -1.436616e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -14366466.000000 Penalty: 5988.578125
	Iteration 27Q: 3 clusters Score -1.436647e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 165965 members 
Entering Unmasked Estep 
Score: -14366748.000000 Penalty: 5988.578125
	Iteration 28Q: 3 clusters Score -1.436675e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -14367024.000000 Penalty: 5988.578125
	Iteration 29Q: 3 clusters Score -1.436702e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 166781 members 
Entering Unmasked Estep 
Score: -14367264.000000 Penalty: 5988.578125
	Iteration 30Q: 3 clusters Score -1.436726e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 167110 members 
Entering Unmasked Estep 
Score: -14367465.000000 Penalty: 5988.578125
	Iteration 31Q: 3 clusters Score -1.436746e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 167393 members 
Entering Unmasked Estep 
Score: -14367623.000000 Penalty: 5988.578125
	Iteration 32Q: 3 clusters Score -1.436762e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -14367709.000000 Penalty: 5988.578125
	Iteration 33Q: 3 clusters Score -1.436771e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 167760 members 
Entering Unmasked Estep 
Score: -14367793.000000 Penalty: 5988.578125
	Iteration 34Q: 3 clusters Score -1.436779e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -14367857.000000 Penalty: 5988.578125
	Iteration 35Q: 3 clusters Score -1.436786e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -14367910.000000 Penalty: 5988.578125
	Iteration 36Q: 3 clusters Score -1.436791e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -14367919.000000 Penalty: 5988.578125
	Iteration 37Q: 3 clusters Score -1.436792e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -14367910.000000 Penalty: 5988.578125
	Iteration 38Q: 3 clusters Score -1.436791e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -14367904.000000 Penalty: 5988.578125
	Iteration 39Q: 3 clusters Score -1.43679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -14367895.000000 Penalty: 5988.578125
	Iteration 40F: 3 clusters Score -1.43679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 168261 members 
Entering Unmasked Estep 
Score: -14367909.000000 Penalty: 5988.578125
	Iteration 41Q: 3 clusters Score -1.436791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -14367887.000000 Penalty: 5988.578125
	Iteration 42Q: 3 clusters Score -1.436789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 168296 members 
Entering Unmasked Estep 
Score: -14367888.000000 Penalty: 5988.578125
	Iteration 43Q: 3 clusters Score -1.436789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 168308 members 
Entering Unmasked Estep 
Score: -14367904.000000 Penalty: 5988.578125
	Iteration 44Q: 3 clusters Score -1.43679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 168317 members 
Entering Unmasked Estep 
Score: -14367902.000000 Penalty: 5988.578125
	Iteration 45Q: 3 clusters Score -1.43679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -14367899.000000 Penalty: 5988.578125
	Iteration 46Q: 3 clusters Score -1.43679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 168329 members 
Entering Unmasked Estep 
Score: -14367909.000000 Penalty: 5988.578125
	Iteration 47Q: 3 clusters Score -1.436791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -14367903.000000 Penalty: 5988.578125
	Iteration 48Q: 3 clusters Score -1.43679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 168340 members 
Entering Unmasked Estep 
Score: -14367892.000000 Penalty: 5988.578125
	Iteration 49Q: 3 clusters Score -1.436789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -14367895.000000 Penalty: 5988.578125
	Iteration 50Q: 3 clusters Score -1.43679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 168350 members 
Entering Unmasked Estep 
Score: -14367908.000000 Penalty: 5988.578125
	Iteration 51Q: 3 clusters Score -1.436791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -14367902.000000 Penalty: 5988.578125
	Iteration 52Q: 3 clusters Score -1.43679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 168357 members 
Entering Unmasked Estep 
Score: -14367906.000000 Penalty: 5988.578125
	Iteration 53Q: 3 clusters Score -1.436791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 168364 members 
Entering Unmasked Estep 
Score: -14367903.000000 Penalty: 5988.578125
	Iteration 54Q: 3 clusters Score -1.43679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -14367893.000000 Penalty: 5988.578125
	Iteration 55Q: 3 clusters Score -1.436789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 168368 members 
Entering Unmasked Estep 
Score: -14367893.000000 Penalty: 5988.578125
	Iteration 56F: 3 clusters Score -1.436789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 133284 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Entering Unmasked Estep 
Score: -150660752.000000 Penalty: 167750.125000
Splitting cluster 18 changes total score from -150620384.000000 to -150660752.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 19 (14857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Entering Unmasked Estep 
Score: -1145616.875000 Penalty: 2382.343994
	Iteration 0F: 2 clusters Score -1145617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1134902.250000 Penalty: 4764.687988
	Iteration 0F: 3 clusters Score -1134902 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1138834.125000 Penalty: 4764.687988
	Iteration 1F: 3 clusters Score -1138834 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1139796.375000 Penalty: 4764.687988
	Iteration 2F: 3 clusters Score -1139796 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1140644.875000 Penalty: 4764.687988
	Iteration 3F: 3 clusters Score -1140645 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1141440.125000 Penalty: 4764.687988
	Iteration 4F: 3 clusters Score -1141440 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1142026.000000 Penalty: 4764.687988
	Iteration 5F: 3 clusters Score -1142026 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1142436.375000 Penalty: 4764.687988
	Iteration 6Q: 3 clusters Score -1142436 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1142775.375000 Penalty: 4764.687988
	Iteration 7Q: 3 clusters Score -1142775 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1143033.500000 Penalty: 4764.687988
	Iteration 8Q: 3 clusters Score -1143034 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1143257.625000 Penalty: 4764.687988
	Iteration 9Q: 3 clusters Score -1143258 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1143449.125000 Penalty: 4764.687988
	Iteration 10Q: 3 clusters Score -1143449 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1143617.375000 Penalty: 4764.687988
	Iteration 11Q: 3 clusters Score -1143617 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1143814.375000 Penalty: 4764.687988
	Iteration 12Q: 3 clusters Score -1143814 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1144020.750000 Penalty: 4764.687988
	Iteration 13Q: 3 clusters Score -1144021 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1144234.500000 Penalty: 4764.687988
	Iteration 14Q: 3 clusters Score -1144234 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1144439.750000 Penalty: 4764.687988
	Iteration 15Q: 3 clusters Score -1144440 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1144596.125000 Penalty: 4764.687988
	Iteration 16Q: 3 clusters Score -1144596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1144741.250000 Penalty: 4764.687988
	Iteration 17Q: 3 clusters Score -1144741 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1144871.750000 Penalty: 4764.687988
	Iteration 18Q: 3 clusters Score -1144872 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1144954.875000 Penalty: 4764.687988
	Iteration 19Q: 3 clusters Score -1144955 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1145032.500000 Penalty: 4764.687988
	Iteration 20F: 3 clusters Score -1145032 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1145090.250000 Penalty: 4764.687988
	Iteration 21Q: 3 clusters Score -1145090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1145126.875000 Penalty: 4764.687988
	Iteration 22Q: 3 clusters Score -1145127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1145145.625000 Penalty: 4764.687988
	Iteration 23Q: 3 clusters Score -1145146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1145162.125000 Penalty: 4764.687988
	Iteration 24Q: 3 clusters Score -1145162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1145170.500000 Penalty: 4764.687988
	Iteration 25Q: 3 clusters Score -1145170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1145181.375000 Penalty: 4764.687988
	Iteration 26Q: 3 clusters Score -1145181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1145192.125000 Penalty: 4764.687988
	Iteration 27Q: 3 clusters Score -1145192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1145195.375000 Penalty: 4764.687988
	Iteration 28Q: 3 clusters Score -1145195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1145203.500000 Penalty: 4764.687988
	Iteration 29Q: 3 clusters Score -1145204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1145204.625000 Penalty: 4764.687988
	Iteration 30Q: 3 clusters Score -1145205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1145209.250000 Penalty: 4764.687988
	Iteration 31Q: 3 clusters Score -1145209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1145212.250000 Penalty: 4764.687988
	Iteration 32Q: 3 clusters Score -1145212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1145212.000000 Penalty: 4764.687988
	Iteration 33Q: 3 clusters Score -1145212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1145219.375000 Penalty: 4764.687988
	Iteration 34Q: 3 clusters Score -1145219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1145221.000000 Penalty: 4764.687988
	Iteration 35Q: 3 clusters Score -1145221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1145224.000000 Penalty: 4764.687988
	Iteration 36Q: 3 clusters Score -1145224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1145225.875000 Penalty: 4764.687988
	Iteration 37Q: 3 clusters Score -1145226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1145228.750000 Penalty: 4764.687988
	Iteration 38Q: 3 clusters Score -1145229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1145229.875000 Penalty: 4764.687988
	Iteration 39Q: 3 clusters Score -1145230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1145231.500000 Penalty: 4764.687988
	Iteration 40F: 3 clusters Score -1145232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1145231.500000 Penalty: 4764.687988
	Iteration 41Q: 3 clusters Score -1145232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1145233.750000 Penalty: 4764.687988
	Iteration 42Q: 3 clusters Score -1145234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1145230.500000 Penalty: 4764.687988
	Iteration 43Q: 3 clusters Score -1145230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1145232.625000 Penalty: 4764.687988
	Iteration 44Q: 3 clusters Score -1145233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1145235.000000 Penalty: 4764.687988
	Iteration 45Q: 3 clusters Score -1145235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1145235.500000 Penalty: 4764.687988
	Iteration 46Q: 3 clusters Score -1145236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1145232.125000 Penalty: 4764.687988
	Iteration 47Q: 3 clusters Score -1145232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1145236.375000 Penalty: 4764.687988
	Iteration 48Q: 3 clusters Score -1145236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1145235.750000 Penalty: 4764.687988
	Iteration 49Q: 3 clusters Score -1145236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1145235.000000 Penalty: 4764.687988
	Iteration 50Q: 3 clusters Score -1145235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1145235.000000 Penalty: 4764.687988
	Iteration 51F: 3 clusters Score -1145235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Entering Unmasked Estep 
Score: -1596198.625000 Penalty: 2454.921631
	Iteration 0F: 2 clusters Score -1596199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1582054.875000 Penalty: 4909.843262
	Iteration 0F: 3 clusters Score -1582055 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1586866.125000 Penalty: 4909.843262
	Iteration 1F: 3 clusters Score -1586866 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1587227.375000 Penalty: 4909.843262
	Iteration 2F: 3 clusters Score -1587227 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1587545.000000 Penalty: 4909.843262
	Iteration 3Q: 3 clusters Score -1587545 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1587904.250000 Penalty: 4909.843262
	Iteration 4Q: 3 clusters Score -1587904 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1588330.625000 Penalty: 4909.843262
	Iteration 5Q: 3 clusters Score -1588331 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1588948.500000 Penalty: 4909.843262
	Iteration 6Q: 3 clusters Score -1588948 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1589756.625000 Penalty: 4909.843262
	Iteration 7F: 3 clusters Score -1589757 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1590612.000000 Penalty: 4909.843262
	Iteration 8F: 3 clusters Score -1590612 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1591406.375000 Penalty: 4909.843262
	Iteration 9F: 3 clusters Score -1591406 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1591953.250000 Penalty: 4909.843262
	Iteration 10F: 3 clusters Score -1591953 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1592279.375000 Penalty: 4909.843262
	Iteration 11Q: 3 clusters Score -1592279 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1592498.375000 Penalty: 4909.843262
	Iteration 12Q: 3 clusters Score -1592498 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1592634.125000 Penalty: 4909.843262
	Iteration 13Q: 3 clusters Score -1592634 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1592729.625000 Penalty: 4909.843262
	Iteration 14Q: 3 clusters Score -1592730 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1592808.250000 Penalty: 4909.843262
	Iteration 15Q: 3 clusters Score -1592808 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1592869.750000 Penalty: 4909.843262
	Iteration 16Q: 3 clusters Score -1592870 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1592934.250000 Penalty: 4909.843262
	Iteration 17Q: 3 clusters Score -1592934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1593012.000000 Penalty: 4909.843262
	Iteration 18Q: 3 clusters Score -1593012 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1593087.125000 Penalty: 4909.843262
	Iteration 19Q: 3 clusters Score -1593087 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1593183.125000 Penalty: 4909.843262
	Iteration 20F: 3 clusters Score -1593183 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1593276.000000 Penalty: 4909.843262
	Iteration 21Q: 3 clusters Score -1593276 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1593366.375000 Penalty: 4909.843262
	Iteration 22Q: 3 clusters Score -1593366 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1593446.750000 Penalty: 4909.843262
	Iteration 23Q: 3 clusters Score -1593447 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1593510.125000 Penalty: 4909.843262
	Iteration 24Q: 3 clusters Score -1593510 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1593583.125000 Penalty: 4909.843262
	Iteration 25Q: 3 clusters Score -1593583 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1593663.125000 Penalty: 4909.843262
	Iteration 26Q: 3 clusters Score -1593663 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1593742.625000 Penalty: 4909.843262
	Iteration 27Q: 3 clusters Score -1593743 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1593801.250000 Penalty: 4909.843262
	Iteration 28Q: 3 clusters Score -1593801 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1593859.500000 Penalty: 4909.843262
	Iteration 29Q: 3 clusters Score -1593860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1593927.125000 Penalty: 4909.843262
	Iteration 30Q: 3 clusters Score -1593927 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1593981.750000 Penalty: 4909.843262
	Iteration 31Q: 3 clusters Score -1593982 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1594016.000000 Penalty: 4909.843262
	Iteration 32Q: 3 clusters Score -1594016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1594044.500000 Penalty: 4909.843262
	Iteration 33Q: 3 clusters Score -1594044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1594070.875000 Penalty: 4909.843262
	Iteration 34Q: 3 clusters Score -1594071 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1594102.125000 Penalty: 4909.843262
	Iteration 35Q: 3 clusters Score -1594102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1594134.750000 Penalty: 4909.843262
	Iteration 36Q: 3 clusters Score -1594135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1594156.375000 Penalty: 4909.843262
	Iteration 37Q: 3 clusters Score -1594156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1594167.250000 Penalty: 4909.843262
	Iteration 38Q: 3 clusters Score -1594167 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1594199.750000 Penalty: 4909.843262
	Iteration 39Q: 3 clusters Score -1594200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1594212.250000 Penalty: 4909.843262
	Iteration 40F: 3 clusters Score -1594212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1594226.750000 Penalty: 4909.843262
	Iteration 41Q: 3 clusters Score -1594227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1594247.500000 Penalty: 4909.843262
	Iteration 42Q: 3 clusters Score -1594248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1594258.125000 Penalty: 4909.843262
	Iteration 43Q: 3 clusters Score -1594258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1594275.500000 Penalty: 4909.843262
	Iteration 44Q: 3 clusters Score -1594276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1594292.875000 Penalty: 4909.843262
	Iteration 45Q: 3 clusters Score -1594293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1594307.750000 Penalty: 4909.843262
	Iteration 46Q: 3 clusters Score -1594308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1594317.250000 Penalty: 4909.843262
	Iteration 47Q: 3 clusters Score -1594317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1594327.000000 Penalty: 4909.843262
	Iteration 48Q: 3 clusters Score -1594327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1594340.625000 Penalty: 4909.843262
	Iteration 49Q: 3 clusters Score -1594341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1594348.000000 Penalty: 4909.843262
	Iteration 50Q: 3 clusters Score -1594348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1594354.250000 Penalty: 4909.843262
	Iteration 51Q: 3 clusters Score -1594354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1594369.000000 Penalty: 4909.843262
	Iteration 52Q: 3 clusters Score -1594369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1594372.250000 Penalty: 4909.843262
	Iteration 53Q: 3 clusters Score -1594372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1594373.875000 Penalty: 4909.843262
	Iteration 54Q: 3 clusters Score -1594374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1594377.125000 Penalty: 4909.843262
	Iteration 55Q: 3 clusters Score -1594377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1594377.875000 Penalty: 4909.843262
	Iteration 56Q: 3 clusters Score -1594378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1594379.250000 Penalty: 4909.843262
	Iteration 57Q: 3 clusters Score -1594379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1594386.250000 Penalty: 4909.843262
	Iteration 58Q: 3 clusters Score -1594386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1594386.500000 Penalty: 4909.843262
	Iteration 59Q: 3 clusters Score -1594386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1594391.500000 Penalty: 4909.843262
	Iteration 60F: 3 clusters Score -1594392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1594395.375000 Penalty: 4909.843262
	Iteration 61Q: 3 clusters Score -1594395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1594394.375000 Penalty: 4909.843262
	Iteration 62Q: 3 clusters Score -1594394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1594400.875000 Penalty: 4909.843262
	Iteration 63Q: 3 clusters Score -1594401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1594410.875000 Penalty: 4909.843262
	Iteration 64Q: 3 clusters Score -1594411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1594418.375000 Penalty: 4909.843262
	Iteration 65Q: 3 clusters Score -1594418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1594426.250000 Penalty: 4909.843262
	Iteration 66Q: 3 clusters Score -1594426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1594426.125000 Penalty: 4909.843262
	Iteration 67Q: 3 clusters Score -1594426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1594425.375000 Penalty: 4909.843262
	Iteration 68Q: 3 clusters Score -1594425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1594423.750000 Penalty: 4909.843262
	Iteration 69Q: 3 clusters Score -1594424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1594429.875000 Penalty: 4909.843262
	Iteration 70Q: 3 clusters Score -1594430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1594438.625000 Penalty: 4909.843262
	Iteration 71Q: 3 clusters Score -1594439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1594444.125000 Penalty: 4909.843262
	Iteration 72Q: 3 clusters Score -1594444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1594449.625000 Penalty: 4909.843262
	Iteration 73Q: 3 clusters Score -1594450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1594450.125000 Penalty: 4909.843262
	Iteration 74Q: 3 clusters Score -1594450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1594450.375000 Penalty: 4909.843262
	Iteration 75Q: 3 clusters Score -1594450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1594450.375000 Penalty: 4909.843262
	Iteration 76Q: 3 clusters Score -1594450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1594452.000000 Penalty: 4909.843262
	Iteration 77Q: 3 clusters Score -1594452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1594452.125000 Penalty: 4909.843262
	Iteration 78Q: 3 clusters Score -1594452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1594453.375000 Penalty: 4909.843262
	Iteration 79Q: 3 clusters Score -1594453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1594452.750000 Penalty: 4909.843262
	Iteration 80F: 3 clusters Score -1594453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1594454.000000 Penalty: 4909.843262
	Iteration 81Q: 3 clusters Score -1594454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1594455.750000 Penalty: 4909.843262
	Iteration 82Q: 3 clusters Score -1594456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1594458.000000 Penalty: 4909.843262
	Iteration 83Q: 3 clusters Score -1594458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1594457.500000 Penalty: 4909.843262
	Iteration 84Q: 3 clusters Score -1594458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1594457.500000 Penalty: 4909.843262
	Iteration 85Q: 3 clusters Score -1594458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1594459.625000 Penalty: 4909.843262
	Iteration 86Q: 3 clusters Score -1594460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1594459.875000 Penalty: 4909.843262
	Iteration 87Q: 3 clusters Score -1594460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1594462.375000 Penalty: 4909.843262
	Iteration 88Q: 3 clusters Score -1594462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1594461.625000 Penalty: 4909.843262
	Iteration 89Q: 3 clusters Score -1594462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1594462.375000 Penalty: 4909.843262
	Iteration 90Q: 3 clusters Score -1594462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1594462.375000 Penalty: 4909.843262
	Iteration 91Q: 3 clusters Score -1594462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1594462.500000 Penalty: 4909.843262
	Iteration 92Q: 3 clusters Score -1594462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1594462.500000 Penalty: 4909.843262
	Iteration 93F: 3 clusters Score -1594462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (133284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133284 members 
Entering Unmasked Estep 
Score: -13100056.000000 Penalty: 2926.458984
	Iteration 0F: 2 clusters Score -1.310006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 66686 members 
Entering Unmasked Estep 
Score: -13012501.000000 Penalty: 5852.917969
	Iteration 0F: 3 clusters Score -1.30125e+07 nChanged 63730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -13049923.000000 Penalty: 5852.917969
	Iteration 1F: 3 clusters Score -1.304992e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -13051911.000000 Penalty: 5852.917969
	Iteration 2Q: 3 clusters Score -1.305191e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -13054599.000000 Penalty: 5852.917969
	Iteration 3Q: 3 clusters Score -1.30546e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -13058355.000000 Penalty: 5852.917969
	Iteration 4F: 3 clusters Score -1.305836e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -13063469.000000 Penalty: 5852.917969
	Iteration 5F: 3 clusters Score -1.306347e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -13069898.000000 Penalty: 5852.917969
	Iteration 6F: 3 clusters Score -1.30699e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -13077073.000000 Penalty: 5852.917969
	Iteration 7F: 3 clusters Score -1.307707e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -13083157.000000 Penalty: 5852.917969
	Iteration 8F: 3 clusters Score -1.308316e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -13086670.000000 Penalty: 5852.917969
	Iteration 9Q: 3 clusters Score -1.308667e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -13088397.000000 Penalty: 5852.917969
	Iteration 10Q: 3 clusters Score -1.30884e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -13089592.000000 Penalty: 5852.917969
	Iteration 11Q: 3 clusters Score -1.308959e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -13090502.000000 Penalty: 5852.917969
	Iteration 12Q: 3 clusters Score -1.30905e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 98079 members 
Entering Unmasked Estep 
Score: -13091506.000000 Penalty: 5852.917969
	Iteration 13Q: 3 clusters Score -1.309151e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -13092598.000000 Penalty: 5852.917969
	Iteration 14Q: 3 clusters Score -1.30926e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -13093651.000000 Penalty: 5852.917969
	Iteration 15Q: 3 clusters Score -1.309365e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -13094639.000000 Penalty: 5852.917969
	Iteration 16Q: 3 clusters Score -1.309464e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -13095423.000000 Penalty: 5852.917969
	Iteration 17Q: 3 clusters Score -1.309542e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -13096104.000000 Penalty: 5852.917969
	Iteration 18Q: 3 clusters Score -1.30961e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -13096834.000000 Penalty: 5852.917969
	Iteration 19Q: 3 clusters Score -1.309683e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 112258 members 
Entering Unmasked Estep 
Score: -13097479.000000 Penalty: 5852.917969
	Iteration 20F: 3 clusters Score -1.309748e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 113901 members 
Entering Unmasked Estep 
Score: -13097920.000000 Penalty: 5852.917969
	Iteration 21Q: 3 clusters Score -1.309792e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 115496 members 
Entering Unmasked Estep 
Score: -13098467.000000 Penalty: 5852.917969
	Iteration 22Q: 3 clusters Score -1.309847e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 117043 members 
Entering Unmasked Estep 
Score: -13099001.000000 Penalty: 5852.917969
	Iteration 23Q: 3 clusters Score -1.3099e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -13099540.000000 Penalty: 5852.917969
	Iteration 24Q: 3 clusters Score -1.309954e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -13099933.000000 Penalty: 5852.917969
	Iteration 25Q: 3 clusters Score -1.309993e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -13100253.000000 Penalty: 5852.917969
	Iteration 26Q: 3 clusters Score -1.310025e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 122032 members 
Entering Unmasked Estep 
Score: -13100552.000000 Penalty: 5852.917969
	Iteration 27Q: 3 clusters Score -1.310055e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -13100790.000000 Penalty: 5852.917969
	Iteration 28Q: 3 clusters Score -1.310079e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -13101067.000000 Penalty: 5852.917969
	Iteration 29Q: 3 clusters Score -1.310107e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -13101266.000000 Penalty: 5852.917969
	Iteration 30Q: 3 clusters Score -1.310127e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -13101427.000000 Penalty: 5852.917969
	Iteration 31Q: 3 clusters Score -1.310143e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -13101506.000000 Penalty: 5852.917969
	Iteration 32Q: 3 clusters Score -1.310151e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -13101574.000000 Penalty: 5852.917969
	Iteration 33Q: 3 clusters Score -1.310157e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -13101557.000000 Penalty: 5852.917969
	Iteration 34Q: 3 clusters Score -1.310156e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 126004 members 
Entering Unmasked Estep 
Score: -13101592.000000 Penalty: 5852.917969
	Iteration 35Q: 3 clusters Score -1.310159e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 126164 members 
Entering Unmasked Estep 
Score: -13101558.000000 Penalty: 5852.917969
	Iteration 36Q: 3 clusters Score -1.310156e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 126311 members 
Entering Unmasked Estep 
Score: -13101550.000000 Penalty: 5852.917969
	Iteration 37Q: 3 clusters Score -1.310155e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 126438 members 
Entering Unmasked Estep 
Score: -13101595.000000 Penalty: 5852.917969
	Iteration 38Q: 3 clusters Score -1.31016e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -13101605.000000 Penalty: 5852.917969
	Iteration 39Q: 3 clusters Score -1.31016e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 126656 members 
Entering Unmasked Estep 
Score: -13101619.000000 Penalty: 5852.917969
	Iteration 40F: 3 clusters Score -1.310162e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -13101616.000000 Penalty: 5852.917969
	Iteration 41Q: 3 clusters Score -1.310162e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 126821 members 
Entering Unmasked Estep 
Score: -13101631.000000 Penalty: 5852.917969
	Iteration 42Q: 3 clusters Score -1.310163e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 126871 members 
Entering Unmasked Estep 
Score: -13101622.000000 Penalty: 5852.917969
	Iteration 43Q: 3 clusters Score -1.310162e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 126920 members 
Entering Unmasked Estep 
Score: -13101641.000000 Penalty: 5852.917969
	Iteration 44Q: 3 clusters Score -1.310164e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 126970 members 
Entering Unmasked Estep 
Score: -13101668.000000 Penalty: 5852.917969
	Iteration 45Q: 3 clusters Score -1.310167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -13101662.000000 Penalty: 5852.917969
	Iteration 46Q: 3 clusters Score -1.310166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 127046 members 
Entering Unmasked Estep 
Score: -13101662.000000 Penalty: 5852.917969
	Iteration 47Q: 3 clusters Score -1.310166e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 127083 members 
Entering Unmasked Estep 
Score: -13101641.000000 Penalty: 5852.917969
	Iteration 48Q: 3 clusters Score -1.310164e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -13101625.000000 Penalty: 5852.917969
	Iteration 49Q: 3 clusters Score -1.310162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 127145 members 
Entering Unmasked Estep 
Score: -13101620.000000 Penalty: 5852.917969
	Iteration 50Q: 3 clusters Score -1.310162e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -13101613.000000 Penalty: 5852.917969
	Iteration 51Q: 3 clusters Score -1.310161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -13101593.000000 Penalty: 5852.917969
	Iteration 52Q: 3 clusters Score -1.310159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -13101593.000000 Penalty: 5852.917969
	Iteration 53Q: 3 clusters Score -1.310159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 127217 members 
Entering Unmasked Estep 
Score: -13101588.000000 Penalty: 5852.917969
	Iteration 54Q: 3 clusters Score -1.310159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -13101583.000000 Penalty: 5852.917969
	Iteration 55Q: 3 clusters Score -1.310158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -13101591.000000 Penalty: 5852.917969
	Iteration 56Q: 3 clusters Score -1.310159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -13101579.000000 Penalty: 5852.917969
	Iteration 57Q: 3 clusters Score -1.310158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -13101565.000000 Penalty: 5852.917969
	Iteration 58Q: 3 clusters Score -1.310156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 127318 members 
Entering Unmasked Estep 
Score: -13101569.000000 Penalty: 5852.917969
	Iteration 59Q: 3 clusters Score -1.310157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -13101566.000000 Penalty: 5852.917969
	Iteration 60F: 3 clusters Score -1.310157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 127340 members 
Entering Unmasked Estep 
Score: -13101564.000000 Penalty: 5852.917969
	Iteration 61Q: 3 clusters Score -1.310156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -13101579.000000 Penalty: 5852.917969
	Iteration 62Q: 3 clusters Score -1.310158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 127355 members 
Entering Unmasked Estep 
Score: -13101585.000000 Penalty: 5852.917969
	Iteration 63Q: 3 clusters Score -1.310158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 127366 members 
Entering Unmasked Estep 
Score: -13101598.000000 Penalty: 5852.917969
	Iteration 64Q: 3 clusters Score -1.31016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 127379 members 
Entering Unmasked Estep 
Score: -13101579.000000 Penalty: 5852.917969
	Iteration 65Q: 3 clusters Score -1.310158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -13101580.000000 Penalty: 5852.917969
	Iteration 66Q: 3 clusters Score -1.310158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 127393 members 
Entering Unmasked Estep 
Score: -13101563.000000 Penalty: 5852.917969
	Iteration 67Q: 3 clusters Score -1.310156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -13101572.000000 Penalty: 5852.917969
	Iteration 68Q: 3 clusters Score -1.310157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 127415 members 
Entering Unmasked Estep 
Score: -13101568.000000 Penalty: 5852.917969
	Iteration 69Q: 3 clusters Score -1.310157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 127423 members 
Entering Unmasked Estep 
Score: -13101575.000000 Penalty: 5852.917969
	Iteration 70Q: 3 clusters Score -1.310158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -13101579.000000 Penalty: 5852.917969
	Iteration 71Q: 3 clusters Score -1.310158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 127434 members 
Entering Unmasked Estep 
Score: -13101585.000000 Penalty: 5852.917969
	Iteration 72Q: 3 clusters Score -1.310158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 127437 members 
Entering Unmasked Estep 
Score: -13101587.000000 Penalty: 5852.917969
	Iteration 73Q: 3 clusters Score -1.310159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 127442 members 
Entering Unmasked Estep 
Score: -13101580.000000 Penalty: 5852.917969
	Iteration 74Q: 3 clusters Score -1.310158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -13101576.000000 Penalty: 5852.917969
	Iteration 75Q: 3 clusters Score -1.310158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -13101577.000000 Penalty: 5852.917969
	Iteration 76Q: 3 clusters Score -1.310158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 127454 members 
Entering Unmasked Estep 
Score: -13101585.000000 Penalty: 5852.917969
	Iteration 77Q: 3 clusters Score -1.310158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -13101596.000000 Penalty: 5852.917969
	Iteration 78Q: 3 clusters Score -1.31016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 127462 members 
Entering Unmasked Estep 
Score: -13101587.000000 Penalty: 5852.917969
	Iteration 79Q: 3 clusters Score -1.310159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 127466 members 
Entering Unmasked Estep 
Score: -13101592.000000 Penalty: 5852.917969
	Iteration 80F: 3 clusters Score -1.310159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 127468 members 
Entering Unmasked Estep 
Score: -13101581.000000 Penalty: 5852.917969
	Iteration 81Q: 3 clusters Score -1.310158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 127470 members 
Entering Unmasked Estep 
Score: -13101589.000000 Penalty: 5852.917969
	Iteration 82Q: 3 clusters Score -1.310159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 127471 members 
Entering Unmasked Estep 
Score: -13101590.000000 Penalty: 5852.917969
	Iteration 83Q: 3 clusters Score -1.310159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 127473 members 
Entering Unmasked Estep 
Score: -13101584.000000 Penalty: 5852.917969
	Iteration 84Q: 3 clusters Score -1.310158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -13101586.000000 Penalty: 5852.917969
	Iteration 85Q: 3 clusters Score -1.310159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -13101586.000000 Penalty: 5852.917969
	Iteration 86F: 3 clusters Score -1.310159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 156262 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Entering Unmasked Estep 
Score: -150661728.000000 Penalty: 171319.281250
Splitting cluster 21 changes total score from -150620384.000000 to -150661728.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (156262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156262 members 
Entering Unmasked Estep 
Score: -16545703.000000 Penalty: 2965.903809
	Iteration 0F: 2 clusters Score -1.65457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -16469597.000000 Penalty: 5931.807617
	Iteration 0F: 3 clusters Score -1.64696e+07 nChanged 74401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -16512576.000000 Penalty: 5931.807617
	Iteration 1F: 3 clusters Score -1.651258e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -16513656.000000 Penalty: 5931.807617
	Iteration 2Q: 3 clusters Score -1.651366e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -16514979.000000 Penalty: 5931.807617
	Iteration 3Q: 3 clusters Score -1.651498e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -16516998.000000 Penalty: 5931.807617
	Iteration 4Q: 3 clusters Score -1.6517e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -16519494.000000 Penalty: 5931.807617
	Iteration 5Q: 3 clusters Score -1.651949e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -16523150.000000 Penalty: 5931.807617
	Iteration 6F: 3 clusters Score -1.652315e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -16528069.000000 Penalty: 5931.807617
	Iteration 7F: 3 clusters Score -1.652807e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 75856 members 
Entering Unmasked Estep 
Score: -16534108.000000 Penalty: 5931.807617
	Iteration 8F: 3 clusters Score -1.653411e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -16540723.000000 Penalty: 5931.807617
	Iteration 9F: 3 clusters Score -1.654072e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -16546509.000000 Penalty: 5931.807617
	Iteration 10F: 3 clusters Score -1.654651e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -16549996.000000 Penalty: 5931.807617
	Iteration 11Q: 3 clusters Score -1.655e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -16552034.000000 Penalty: 5931.807617
	Iteration 12Q: 3 clusters Score -1.655203e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -16553243.000000 Penalty: 5931.807617
	Iteration 13Q: 3 clusters Score -1.655324e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -16554325.000000 Penalty: 5931.807617
	Iteration 14Q: 3 clusters Score -1.655432e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -16555226.000000 Penalty: 5931.807617
	Iteration 15Q: 3 clusters Score -1.655523e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -16556122.000000 Penalty: 5931.807617
	Iteration 16Q: 3 clusters Score -1.655612e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -16556767.000000 Penalty: 5931.807617
	Iteration 17Q: 3 clusters Score -1.655677e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -16557304.000000 Penalty: 5931.807617
	Iteration 18Q: 3 clusters Score -1.65573e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -16557671.000000 Penalty: 5931.807617
	Iteration 19Q: 3 clusters Score -1.655767e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -16557818.000000 Penalty: 5931.807617
	Iteration 20F: 3 clusters Score -1.655782e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -16557862.000000 Penalty: 5931.807617
	Iteration 21Q: 3 clusters Score -1.655786e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -16557931.000000 Penalty: 5931.807617
	Iteration 22Q: 3 clusters Score -1.655793e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -16557915.000000 Penalty: 5931.807617
	Iteration 23Q: 3 clusters Score -1.655792e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -16557754.000000 Penalty: 5931.807617
	Iteration 24Q: 3 clusters Score -1.655775e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 101292 members 
Entering Unmasked Estep 
Score: -16557676.000000 Penalty: 5931.807617
	Iteration 25Q: 3 clusters Score -1.655768e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 101297 members 
Entering Unmasked Estep 
Score: -16557547.000000 Penalty: 5931.807617
	Iteration 26Q: 3 clusters Score -1.655755e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -16557388.000000 Penalty: 5931.807617
	Iteration 27Q: 3 clusters Score -1.655739e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -16557291.000000 Penalty: 5931.807617
	Iteration 28Q: 3 clusters Score -1.655729e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -16557161.000000 Penalty: 5931.807617
	Iteration 29Q: 3 clusters Score -1.655716e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -16557059.000000 Penalty: 5931.807617
	Iteration 30Q: 3 clusters Score -1.655706e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -16556970.000000 Penalty: 5931.807617
	Iteration 31Q: 3 clusters Score -1.655697e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -16556910.000000 Penalty: 5931.807617
	Iteration 32Q: 3 clusters Score -1.655691e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -16556798.000000 Penalty: 5931.807617
	Iteration 33Q: 3 clusters Score -1.65568e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -16556771.000000 Penalty: 5931.807617
	Iteration 34Q: 3 clusters Score -1.655677e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 99913 members 
Entering Unmasked Estep 
Score: -16556746.000000 Penalty: 5931.807617
	Iteration 35Q: 3 clusters Score -1.655675e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -16556693.000000 Penalty: 5931.807617
	Iteration 36Q: 3 clusters Score -1.655669e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -16556716.000000 Penalty: 5931.807617
	Iteration 37Q: 3 clusters Score -1.655672e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -16556682.000000 Penalty: 5931.807617
	Iteration 38Q: 3 clusters Score -1.655668e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -16556695.000000 Penalty: 5931.807617
	Iteration 39Q: 3 clusters Score -1.65567e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -16556678.000000 Penalty: 5931.807617
	Iteration 40F: 3 clusters Score -1.655668e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -16556692.000000 Penalty: 5931.807617
	Iteration 41Q: 3 clusters Score -1.655669e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 98695 members 
Entering Unmasked Estep 
Score: -16556665.000000 Penalty: 5931.807617
	Iteration 42Q: 3 clusters Score -1.655666e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -16556677.000000 Penalty: 5931.807617
	Iteration 43Q: 3 clusters Score -1.655668e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -16556651.000000 Penalty: 5931.807617
	Iteration 44Q: 3 clusters Score -1.655665e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -16556650.000000 Penalty: 5931.807617
	Iteration 45Q: 3 clusters Score -1.655665e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -16556605.000000 Penalty: 5931.807617
	Iteration 46Q: 3 clusters Score -1.65566e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -16556588.000000 Penalty: 5931.807617
	Iteration 47Q: 3 clusters Score -1.655659e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -16556626.000000 Penalty: 5931.807617
	Iteration 48Q: 3 clusters Score -1.655663e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -16556594.000000 Penalty: 5931.807617
	Iteration 49Q: 3 clusters Score -1.655659e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -16556611.000000 Penalty: 5931.807617
	Iteration 50Q: 3 clusters Score -1.655661e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -16556608.000000 Penalty: 5931.807617
	Iteration 51Q: 3 clusters Score -1.655661e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -16556618.000000 Penalty: 5931.807617
	Iteration 52Q: 3 clusters Score -1.655662e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -16556612.000000 Penalty: 5931.807617
	Iteration 53Q: 3 clusters Score -1.655661e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -16556604.000000 Penalty: 5931.807617
	Iteration 54Q: 3 clusters Score -1.65566e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -16556590.000000 Penalty: 5931.807617
	Iteration 55Q: 3 clusters Score -1.655659e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -16556575.000000 Penalty: 5931.807617
	Iteration 56Q: 3 clusters Score -1.655658e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -16556587.000000 Penalty: 5931.807617
	Iteration 57Q: 3 clusters Score -1.655659e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -16556608.000000 Penalty: 5931.807617
	Iteration 58Q: 3 clusters Score -1.655661e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -16556637.000000 Penalty: 5931.807617
	Iteration 59Q: 3 clusters Score -1.655664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -16556638.000000 Penalty: 5931.807617
	Iteration 60F: 3 clusters Score -1.655664e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -16556591.000000 Penalty: 5931.807617
	Iteration 61Q: 3 clusters Score -1.655659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -16556595.000000 Penalty: 5931.807617
	Iteration 62Q: 3 clusters Score -1.65566e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -16556579.000000 Penalty: 5931.807617
	Iteration 63Q: 3 clusters Score -1.655658e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -16556602.000000 Penalty: 5931.807617
	Iteration 64Q: 3 clusters Score -1.65566e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -16556607.000000 Penalty: 5931.807617
	Iteration 65Q: 3 clusters Score -1.655661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -16556582.000000 Penalty: 5931.807617
	Iteration 66Q: 3 clusters Score -1.655658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -16556577.000000 Penalty: 5931.807617
	Iteration 67Q: 3 clusters Score -1.655658e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -16556574.000000 Penalty: 5931.807617
	Iteration 68Q: 3 clusters Score -1.655657e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -16556574.000000 Penalty: 5931.807617
	Iteration 69Q: 3 clusters Score -1.655657e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -16556592.000000 Penalty: 5931.807617
	Iteration 70Q: 3 clusters Score -1.655659e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -16556579.000000 Penalty: 5931.807617
	Iteration 71Q: 3 clusters Score -1.655658e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -16556577.000000 Penalty: 5931.807617
	Iteration 72Q: 3 clusters Score -1.655658e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -16556591.000000 Penalty: 5931.807617
	Iteration 73Q: 3 clusters Score -1.655659e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 95896 members 
Entering Unmasked Estep 
Score: -16556583.000000 Penalty: 5931.807617
	Iteration 74Q: 3 clusters Score -1.655658e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -16556587.000000 Penalty: 5931.807617
	Iteration 75Q: 3 clusters Score -1.655659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -16556593.000000 Penalty: 5931.807617
	Iteration 76Q: 3 clusters Score -1.655659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -16556589.000000 Penalty: 5931.807617
	Iteration 77Q: 3 clusters Score -1.655659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -16556587.000000 Penalty: 5931.807617
	Iteration 78Q: 3 clusters Score -1.655659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -16556585.000000 Penalty: 5931.807617
	Iteration 79Q: 3 clusters Score -1.655658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -16556560.000000 Penalty: 5931.807617
	Iteration 80F: 3 clusters Score -1.655656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -16556581.000000 Penalty: 5931.807617
	Iteration 81Q: 3 clusters Score -1.655658e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -16556571.000000 Penalty: 5931.807617
	Iteration 82Q: 3 clusters Score -1.655657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -16556599.000000 Penalty: 5931.807617
	Iteration 83Q: 3 clusters Score -1.65566e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -16556588.000000 Penalty: 5931.807617
	Iteration 84Q: 3 clusters Score -1.655659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60857 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -16556599.000000 Penalty: 5931.807617
	Iteration 85Q: 3 clusters Score -1.65566e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -16556640.000000 Penalty: 5931.807617
	Iteration 86Q: 3 clusters Score -1.655664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60937 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -16556621.000000 Penalty: 5931.807617
	Iteration 87Q: 3 clusters Score -1.655662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -16556605.000000 Penalty: 5931.807617
	Iteration 88Q: 3 clusters Score -1.65566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -16556615.000000 Penalty: 5931.807617
	Iteration 89Q: 3 clusters Score -1.655662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -16556631.000000 Penalty: 5931.807617
	Iteration 90Q: 3 clusters Score -1.655663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -16556655.000000 Penalty: 5931.807617
	Iteration 91Q: 3 clusters Score -1.655666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -16556683.000000 Penalty: 5931.807617
	Iteration 92Q: 3 clusters Score -1.655668e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -16556670.000000 Penalty: 5931.807617
	Iteration 93Q: 3 clusters Score -1.655667e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -16556681.000000 Penalty: 5931.807617
	Iteration 94Q: 3 clusters Score -1.655668e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -16556726.000000 Penalty: 5931.807617
	Iteration 95Q: 3 clusters Score -1.655673e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -16556750.000000 Penalty: 5931.807617
	Iteration 96Q: 3 clusters Score -1.655675e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -16556772.000000 Penalty: 5931.807617
	Iteration 97Q: 3 clusters Score -1.655677e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -16556791.000000 Penalty: 5931.807617
	Iteration 98Q: 3 clusters Score -1.655679e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -16556805.000000 Penalty: 5931.807617
	Iteration 99Q: 3 clusters Score -1.65568e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -16556852.000000 Penalty: 5931.807617
	Iteration 100F: 3 clusters Score -1.655685e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -16556858.000000 Penalty: 5931.807617
	Iteration 101Q: 3 clusters Score -1.655686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62046 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -16556869.000000 Penalty: 5931.807617
	Iteration 102Q: 3 clusters Score -1.655687e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 94118 members 
Entering Unmasked Estep 
Score: -16556858.000000 Penalty: 5931.807617
	Iteration 103Q: 3 clusters Score -1.655686e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -16556921.000000 Penalty: 5931.807617
	Iteration 104Q: 3 clusters Score -1.655692e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -16556959.000000 Penalty: 5931.807617
	Iteration 105Q: 3 clusters Score -1.655696e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -16556980.000000 Penalty: 5931.807617
	Iteration 106Q: 3 clusters Score -1.655698e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -16557050.000000 Penalty: 5931.807617
	Iteration 107Q: 3 clusters Score -1.655705e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -16557133.000000 Penalty: 5931.807617
	Iteration 108Q: 3 clusters Score -1.655713e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -16557127.000000 Penalty: 5931.807617
	Iteration 109Q: 3 clusters Score -1.655713e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -16557159.000000 Penalty: 5931.807617
	Iteration 110Q: 3 clusters Score -1.655716e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -16557155.000000 Penalty: 5931.807617
	Iteration 111Q: 3 clusters Score -1.655716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 93105 members 
Entering Unmasked Estep 
Score: -16557195.000000 Penalty: 5931.807617
	Iteration 112Q: 3 clusters Score -1.65572e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -16557231.000000 Penalty: 5931.807617
	Iteration 113Q: 3 clusters Score -1.655723e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -16557252.000000 Penalty: 5931.807617
	Iteration 114Q: 3 clusters Score -1.655725e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -16557276.000000 Penalty: 5931.807617
	Iteration 115Q: 3 clusters Score -1.655728e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -16557294.000000 Penalty: 5931.807617
	Iteration 116Q: 3 clusters Score -1.655729e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -16557303.000000 Penalty: 5931.807617
	Iteration 117Q: 3 clusters Score -1.65573e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -16557319.000000 Penalty: 5931.807617
	Iteration 118Q: 3 clusters Score -1.655732e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -16557355.000000 Penalty: 5931.807617
	Iteration 119Q: 3 clusters Score -1.655736e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -16557365.000000 Penalty: 5931.807617
	Iteration 120F: 3 clusters Score -1.655736e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -16557369.000000 Penalty: 5931.807617
	Iteration 121Q: 3 clusters Score -1.655737e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -16557379.000000 Penalty: 5931.807617
	Iteration 122Q: 3 clusters Score -1.655738e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -16557416.000000 Penalty: 5931.807617
	Iteration 123Q: 3 clusters Score -1.655742e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -16557481.000000 Penalty: 5931.807617
	Iteration 124Q: 3 clusters Score -1.655748e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -16557482.000000 Penalty: 5931.807617
	Iteration 125Q: 3 clusters Score -1.655748e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -16557490.000000 Penalty: 5931.807617
	Iteration 126Q: 3 clusters Score -1.655749e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -16557517.000000 Penalty: 5931.807617
	Iteration 127Q: 3 clusters Score -1.655752e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 91707 members 
Entering Unmasked Estep 
Score: -16557554.000000 Penalty: 5931.807617
	Iteration 128Q: 3 clusters Score -1.655755e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -16557560.000000 Penalty: 5931.807617
	Iteration 129Q: 3 clusters Score -1.655756e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -16557559.000000 Penalty: 5931.807617
	Iteration 130Q: 3 clusters Score -1.655756e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -16557606.000000 Penalty: 5931.807617
	Iteration 131Q: 3 clusters Score -1.655761e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -16557640.000000 Penalty: 5931.807617
	Iteration 132Q: 3 clusters Score -1.655764e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -16557633.000000 Penalty: 5931.807617
	Iteration 133Q: 3 clusters Score -1.655763e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -16557653.000000 Penalty: 5931.807617
	Iteration 134Q: 3 clusters Score -1.655765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -16557683.000000 Penalty: 5931.807617
	Iteration 135Q: 3 clusters Score -1.655768e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -16557698.000000 Penalty: 5931.807617
	Iteration 136Q: 3 clusters Score -1.65577e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -16557696.000000 Penalty: 5931.807617
	Iteration 137Q: 3 clusters Score -1.65577e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -16557727.000000 Penalty: 5931.807617
	Iteration 138Q: 3 clusters Score -1.655773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -16557733.000000 Penalty: 5931.807617
	Iteration 139Q: 3 clusters Score -1.655773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -16557737.000000 Penalty: 5931.807617
	Iteration 140F: 3 clusters Score -1.655774e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -16557741.000000 Penalty: 5931.807617
	Iteration 141Q: 3 clusters Score -1.655774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -16557735.000000 Penalty: 5931.807617
	Iteration 142Q: 3 clusters Score -1.655774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -16557733.000000 Penalty: 5931.807617
	Iteration 143Q: 3 clusters Score -1.655773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -16557742.000000 Penalty: 5931.807617
	Iteration 144Q: 3 clusters Score -1.655774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -16557777.000000 Penalty: 5931.807617
	Iteration 145Q: 3 clusters Score -1.655778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -16557738.000000 Penalty: 5931.807617
	Iteration 146Q: 3 clusters Score -1.655774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -16557761.000000 Penalty: 5931.807617
	Iteration 147Q: 3 clusters Score -1.655776e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -16557790.000000 Penalty: 5931.807617
	Iteration 148Q: 3 clusters Score -1.655779e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -16557778.000000 Penalty: 5931.807617
	Iteration 149Q: 3 clusters Score -1.655778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -16557796.000000 Penalty: 5931.807617
	Iteration 150Q: 3 clusters Score -1.65578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -16557806.000000 Penalty: 5931.807617
	Iteration 151Q: 3 clusters Score -1.655781e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -16557817.000000 Penalty: 5931.807617
	Iteration 152Q: 3 clusters Score -1.655782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -16557821.000000 Penalty: 5931.807617
	Iteration 153Q: 3 clusters Score -1.655782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -16557824.000000 Penalty: 5931.807617
	Iteration 154Q: 3 clusters Score -1.655782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -16557815.000000 Penalty: 5931.807617
	Iteration 155Q: 3 clusters Score -1.655782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -16557823.000000 Penalty: 5931.807617
	Iteration 156Q: 3 clusters Score -1.655782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -16557804.000000 Penalty: 5931.807617
	Iteration 157Q: 3 clusters Score -1.65578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -16557803.000000 Penalty: 5931.807617
	Iteration 158Q: 3 clusters Score -1.65578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -16557803.000000 Penalty: 5931.807617
	Iteration 159Q: 3 clusters Score -1.65578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -16557819.000000 Penalty: 5931.807617
	Iteration 160F: 3 clusters Score -1.655782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -16557821.000000 Penalty: 5931.807617
	Iteration 161Q: 3 clusters Score -1.655782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -16557811.000000 Penalty: 5931.807617
	Iteration 162Q: 3 clusters Score -1.655781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -16557811.000000 Penalty: 5931.807617
	Iteration 163Q: 3 clusters Score -1.655781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -16557822.000000 Penalty: 5931.807617
	Iteration 164Q: 3 clusters Score -1.655782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -16557810.000000 Penalty: 5931.807617
	Iteration 165Q: 3 clusters Score -1.655781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 90703 members 
Entering Unmasked Estep 
Score: -16557812.000000 Penalty: 5931.807617
	Iteration 166Q: 3 clusters Score -1.655781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 90693 members 
Entering Unmasked Estep 
Score: -16557818.000000 Penalty: 5931.807617
	Iteration 167Q: 3 clusters Score -1.655782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -16557839.000000 Penalty: 5931.807617
	Iteration 168Q: 3 clusters Score -1.655784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -16557840.000000 Penalty: 5931.807617
	Iteration 169Q: 3 clusters Score -1.655784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -16557832.000000 Penalty: 5931.807617
	Iteration 170Q: 3 clusters Score -1.655783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -16557840.000000 Penalty: 5931.807617
	Iteration 171Q: 3 clusters Score -1.655784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -16557849.000000 Penalty: 5931.807617
	Iteration 172Q: 3 clusters Score -1.655785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -16557824.000000 Penalty: 5931.807617
	Iteration 173Q: 3 clusters Score -1.655782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -16557842.000000 Penalty: 5931.807617
	Iteration 174Q: 3 clusters Score -1.655784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -16557832.000000 Penalty: 5931.807617
	Iteration 175Q: 3 clusters Score -1.655783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -16557855.000000 Penalty: 5931.807617
	Iteration 176Q: 3 clusters Score -1.655786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -16557838.000000 Penalty: 5931.807617
	Iteration 177Q: 3 clusters Score -1.655784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -16557841.000000 Penalty: 5931.807617
	Iteration 178Q: 3 clusters Score -1.655784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -16557850.000000 Penalty: 5931.807617
	Iteration 179Q: 3 clusters Score -1.655785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -16557840.000000 Penalty: 5931.807617
	Iteration 180F: 3 clusters Score -1.655784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -16557854.000000 Penalty: 5931.807617
	Iteration 181Q: 3 clusters Score -1.655785e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -16557844.000000 Penalty: 5931.807617
	Iteration 182Q: 3 clusters Score -1.655784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -16557852.000000 Penalty: 5931.807617
	Iteration 183Q: 3 clusters Score -1.655785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -16557868.000000 Penalty: 5931.807617
	Iteration 184Q: 3 clusters Score -1.655787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -16557885.000000 Penalty: 5931.807617
	Iteration 185Q: 3 clusters Score -1.655788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -16557888.000000 Penalty: 5931.807617
	Iteration 186Q: 3 clusters Score -1.655789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -16557910.000000 Penalty: 5931.807617
	Iteration 187Q: 3 clusters Score -1.655791e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -16557925.000000 Penalty: 5931.807617
	Iteration 188Q: 3 clusters Score -1.655792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -16557941.000000 Penalty: 5931.807617
	Iteration 189Q: 3 clusters Score -1.655794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -16557914.000000 Penalty: 5931.807617
	Iteration 190Q: 3 clusters Score -1.655791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -16557935.000000 Penalty: 5931.807617
	Iteration 191Q: 3 clusters Score -1.655794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65983 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -16557933.000000 Penalty: 5931.807617
	Iteration 192Q: 3 clusters Score -1.655793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -16557925.000000 Penalty: 5931.807617
	Iteration 193Q: 3 clusters Score -1.655792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -16557934.000000 Penalty: 5931.807617
	Iteration 194Q: 3 clusters Score -1.655793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -16557927.000000 Penalty: 5931.807617
	Iteration 195Q: 3 clusters Score -1.655793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -16557932.000000 Penalty: 5931.807617
	Iteration 196Q: 3 clusters Score -1.655793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -16557954.000000 Penalty: 5931.807617
	Iteration 197Q: 3 clusters Score -1.655795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -16557952.000000 Penalty: 5931.807617
	Iteration 198Q: 3 clusters Score -1.655795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -16557949.000000 Penalty: 5931.807617
	Iteration 199Q: 3 clusters Score -1.655795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -16557953.000000 Penalty: 5931.807617
	Iteration 200F: 3 clusters Score -1.655795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -16557952.000000 Penalty: 5931.807617
	Iteration 201Q: 3 clusters Score -1.655795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -16557941.000000 Penalty: 5931.807617
	Iteration 202Q: 3 clusters Score -1.655794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -16557964.000000 Penalty: 5931.807617
	Iteration 203Q: 3 clusters Score -1.655796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -16557967.000000 Penalty: 5931.807617
	Iteration 204Q: 3 clusters Score -1.655797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -16557983.000000 Penalty: 5931.807617
	Iteration 205Q: 3 clusters Score -1.655798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -16557977.000000 Penalty: 5931.807617
	Iteration 206Q: 3 clusters Score -1.655798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -16557977.000000 Penalty: 5931.807617
	Iteration 207Q: 3 clusters Score -1.655798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -16557972.000000 Penalty: 5931.807617
	Iteration 208Q: 3 clusters Score -1.655797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -16557976.000000 Penalty: 5931.807617
	Iteration 209Q: 3 clusters Score -1.655798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -16557975.000000 Penalty: 5931.807617
	Iteration 210Q: 3 clusters Score -1.655798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -16557985.000000 Penalty: 5931.807617
	Iteration 211Q: 3 clusters Score -1.655798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -16557984.000000 Penalty: 5931.807617
	Iteration 212Q: 3 clusters Score -1.655798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -16557974.000000 Penalty: 5931.807617
	Iteration 213Q: 3 clusters Score -1.655797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -16557978.000000 Penalty: 5931.807617
	Iteration 214Q: 3 clusters Score -1.655798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -16557976.000000 Penalty: 5931.807617
	Iteration 215Q: 3 clusters Score -1.655798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -16557976.000000 Penalty: 5931.807617
	Iteration 216F: 3 clusters Score -1.655798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Entering Unmasked Estep 
Score: -150674112.000000 Penalty: 174888.437500
Splitting cluster 22 changes total score from -150620384.000000 to -150674112.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -533495.375000 Penalty: 2200.550537
	Iteration 0F: 2 clusters Score -533495.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -527688.312500 Penalty: 4401.101074
	Iteration 0F: 3 clusters Score -527688.3 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -529346.187500 Penalty: 4401.101074
	Iteration 1F: 3 clusters Score -529346.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -529646.062500 Penalty: 4401.101074
	Iteration 2F: 3 clusters Score -529646.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -529901.437500 Penalty: 4401.101074
	Iteration 3F: 3 clusters Score -529901.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -530167.687500 Penalty: 4401.101074
	Iteration 4F: 3 clusters Score -530167.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -530409.750000 Penalty: 4401.101074
	Iteration 5Q: 3 clusters Score -530409.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -530636.187500 Penalty: 4401.101074
	Iteration 6Q: 3 clusters Score -530636.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -530870.250000 Penalty: 4401.101074
	Iteration 7Q: 3 clusters Score -530870.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -531118.500000 Penalty: 4401.101074
	Iteration 8Q: 3 clusters Score -531118.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -531371.937500 Penalty: 4401.101074
	Iteration 9Q: 3 clusters Score -531371.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -531614.250000 Penalty: 4401.101074
	Iteration 10Q: 3 clusters Score -531614.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -531848.062500 Penalty: 4401.101074
	Iteration 11Q: 3 clusters Score -531848.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -532135.000000 Penalty: 4401.101074
	Iteration 12Q: 3 clusters Score -532135 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -532462.437500 Penalty: 4401.101074
	Iteration 13Q: 3 clusters Score -532462.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -532751.312500 Penalty: 4401.101074
	Iteration 14Q: 3 clusters Score -532751.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -532961.250000 Penalty: 4401.101074
	Iteration 15Q: 3 clusters Score -532961.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -533133.562500 Penalty: 4401.101074
	Iteration 16Q: 3 clusters Score -533133.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -533239.562500 Penalty: 4401.101074
	Iteration 17Q: 3 clusters Score -533239.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -533294.312500 Penalty: 4401.101074
	Iteration 18Q: 3 clusters Score -533294.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -533327.375000 Penalty: 4401.101074
	Iteration 19Q: 3 clusters Score -533327.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -533349.562500 Penalty: 4401.101074
	Iteration 20F: 3 clusters Score -533349.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -533364.500000 Penalty: 4401.101074
	Iteration 21Q: 3 clusters Score -533364.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -533382.312500 Penalty: 4401.101074
	Iteration 22Q: 3 clusters Score -533382.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -533392.000000 Penalty: 4401.101074
	Iteration 23Q: 3 clusters Score -533392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -533404.250000 Penalty: 4401.101074
	Iteration 24Q: 3 clusters Score -533404.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -533419.687500 Penalty: 4401.101074
	Iteration 25Q: 3 clusters Score -533419.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -533447.875000 Penalty: 4401.101074
	Iteration 26Q: 3 clusters Score -533447.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -533474.562500 Penalty: 4401.101074
	Iteration 27Q: 3 clusters Score -533474.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -533507.937500 Penalty: 4401.101074
	Iteration 28Q: 3 clusters Score -533507.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -533581.937500 Penalty: 4401.101074
	Iteration 29Q: 3 clusters Score -533581.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -533634.125000 Penalty: 4401.101074
	Iteration 30Q: 3 clusters Score -533634.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -533673.875000 Penalty: 4401.101074
	Iteration 31Q: 3 clusters Score -533673.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -533698.937500 Penalty: 4401.101074
	Iteration 32Q: 3 clusters Score -533698.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -533726.875000 Penalty: 4401.101074
	Iteration 33Q: 3 clusters Score -533726.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -533745.875000 Penalty: 4401.101074
	Iteration 34Q: 3 clusters Score -533745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -533756.875000 Penalty: 4401.101074
	Iteration 35Q: 3 clusters Score -533756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -533761.875000 Penalty: 4401.101074
	Iteration 36Q: 3 clusters Score -533761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -533767.812500 Penalty: 4401.101074
	Iteration 37Q: 3 clusters Score -533767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -533771.687500 Penalty: 4401.101074
	Iteration 38Q: 3 clusters Score -533771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -533770.625000 Penalty: 4401.101074
	Iteration 39Q: 3 clusters Score -533770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -533775.187500 Penalty: 4401.101074
	Iteration 40F: 3 clusters Score -533775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -533775.812500 Penalty: 4401.101074
	Iteration 41Q: 3 clusters Score -533775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -533778.750000 Penalty: 4401.101074
	Iteration 42Q: 3 clusters Score -533778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -533779.750000 Penalty: 4401.101074
	Iteration 43Q: 3 clusters Score -533779.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -533781.750000 Penalty: 4401.101074
	Iteration 44Q: 3 clusters Score -533781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -533784.125000 Penalty: 4401.101074
	Iteration 45Q: 3 clusters Score -533784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -533786.437500 Penalty: 4401.101074
	Iteration 46Q: 3 clusters Score -533786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -533787.562500 Penalty: 4401.101074
	Iteration 47Q: 3 clusters Score -533787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -533788.375000 Penalty: 4401.101074
	Iteration 48Q: 3 clusters Score -533788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -533789.562500 Penalty: 4401.101074
	Iteration 49Q: 3 clusters Score -533789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -533789.125000 Penalty: 4401.101074
	Iteration 50Q: 3 clusters Score -533789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -533790.750000 Penalty: 4401.101074
	Iteration 51Q: 3 clusters Score -533790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -533790.750000 Penalty: 4401.101074
	Iteration 52Q: 3 clusters Score -533790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -533790.750000 Penalty: 4401.101074
	Iteration 53F: 3 clusters Score -533790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6546 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Entering Unmasked Estep 
Score: -150673008.000000 Penalty: 178457.578125
Splitting cluster 23 changes total score from -150620384.000000 to -150673008.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (12632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Entering Unmasked Estep 
Score: -1014099.312500 Penalty: 2342.109131
	Iteration 0F: 2 clusters Score -1014099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1004813.500000 Penalty: 4684.218262
	Iteration 0F: 3 clusters Score -1004814 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1007570.250000 Penalty: 4684.218262
	Iteration 1F: 3 clusters Score -1007570 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1007866.187500 Penalty: 4684.218262
	Iteration 2F: 3 clusters Score -1007866 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1008117.812500 Penalty: 4684.218262
	Iteration 3Q: 3 clusters Score -1008118 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1008349.562500 Penalty: 4684.218262
	Iteration 4Q: 3 clusters Score -1008350 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1008594.375000 Penalty: 4684.218262
	Iteration 5Q: 3 clusters Score -1008594 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1008858.062500 Penalty: 4684.218262
	Iteration 6Q: 3 clusters Score -1008858 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1009115.875000 Penalty: 4684.218262
	Iteration 7Q: 3 clusters Score -1009116 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1009368.562500 Penalty: 4684.218262
	Iteration 8Q: 3 clusters Score -1009369 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1009634.937500 Penalty: 4684.218262
	Iteration 9Q: 3 clusters Score -1009635 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1009845.750000 Penalty: 4684.218262
	Iteration 10Q: 3 clusters Score -1009846 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1010019.750000 Penalty: 4684.218262
	Iteration 11Q: 3 clusters Score -1010020 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1010186.875000 Penalty: 4684.218262
	Iteration 12Q: 3 clusters Score -1010187 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1010351.562500 Penalty: 4684.218262
	Iteration 13Q: 3 clusters Score -1010352 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1010515.187500 Penalty: 4684.218262
	Iteration 14Q: 3 clusters Score -1010515 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1010671.562500 Penalty: 4684.218262
	Iteration 15Q: 3 clusters Score -1010672 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1010834.125000 Penalty: 4684.218262
	Iteration 16Q: 3 clusters Score -1010834 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1010977.500000 Penalty: 4684.218262
	Iteration 17Q: 3 clusters Score -1010978 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1011062.187500 Penalty: 4684.218262
	Iteration 18Q: 3 clusters Score -1011062 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1011119.187500 Penalty: 4684.218262
	Iteration 19Q: 3 clusters Score -1011119 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1011159.437500 Penalty: 4684.218262
	Iteration 20F: 3 clusters Score -1011159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1011186.437500 Penalty: 4684.218262
	Iteration 21Q: 3 clusters Score -1011186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1011208.625000 Penalty: 4684.218262
	Iteration 22Q: 3 clusters Score -1011209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1011220.562500 Penalty: 4684.218262
	Iteration 23Q: 3 clusters Score -1011221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1011228.687500 Penalty: 4684.218262
	Iteration 24Q: 3 clusters Score -1011229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1011238.625000 Penalty: 4684.218262
	Iteration 25Q: 3 clusters Score -1011239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1011244.125000 Penalty: 4684.218262
	Iteration 26Q: 3 clusters Score -1011244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1011246.375000 Penalty: 4684.218262
	Iteration 27Q: 3 clusters Score -1011246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1011250.812500 Penalty: 4684.218262
	Iteration 28Q: 3 clusters Score -1011251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1011254.562500 Penalty: 4684.218262
	Iteration 29Q: 3 clusters Score -1011255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1011258.500000 Penalty: 4684.218262
	Iteration 30Q: 3 clusters Score -1011258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1011263.062500 Penalty: 4684.218262
	Iteration 31Q: 3 clusters Score -1011263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1011263.500000 Penalty: 4684.218262
	Iteration 32Q: 3 clusters Score -1011264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1011262.562500 Penalty: 4684.218262
	Iteration 33Q: 3 clusters Score -1011263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1011266.500000 Penalty: 4684.218262
	Iteration 34Q: 3 clusters Score -1011266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1011269.562500 Penalty: 4684.218262
	Iteration 35Q: 3 clusters Score -1011270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1011271.937500 Penalty: 4684.218262
	Iteration 36Q: 3 clusters Score -1011272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1011271.250000 Penalty: 4684.218262
	Iteration 37Q: 3 clusters Score -1011271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1011272.937500 Penalty: 4684.218262
	Iteration 38Q: 3 clusters Score -1011273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1011274.062500 Penalty: 4684.218262
	Iteration 39Q: 3 clusters Score -1011274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1011278.125000 Penalty: 4684.218262
	Iteration 40F: 3 clusters Score -1011278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1011280.437500 Penalty: 4684.218262
	Iteration 41Q: 3 clusters Score -1011280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1011281.312500 Penalty: 4684.218262
	Iteration 42Q: 3 clusters Score -1011281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1011281.000000 Penalty: 4684.218262
	Iteration 43Q: 3 clusters Score -1011281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1011281.750000 Penalty: 4684.218262
	Iteration 44Q: 3 clusters Score -1011282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1011281.437500 Penalty: 4684.218262
	Iteration 45Q: 3 clusters Score -1011281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1011281.750000 Penalty: 4684.218262
	Iteration 46Q: 3 clusters Score -1011282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1011283.812500 Penalty: 4684.218262
	Iteration 47Q: 3 clusters Score -1011284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1011286.437500 Penalty: 4684.218262
	Iteration 48Q: 3 clusters Score -1011286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1011285.687500 Penalty: 4684.218262
	Iteration 49Q: 3 clusters Score -1011286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1011287.625000 Penalty: 4684.218262
	Iteration 50Q: 3 clusters Score -1011288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1011288.812500 Penalty: 4684.218262
	Iteration 51Q: 3 clusters Score -1011289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1011289.375000 Penalty: 4684.218262
	Iteration 52Q: 3 clusters Score -1011289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1011291.375000 Penalty: 4684.218262
	Iteration 53Q: 3 clusters Score -1011291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1011294.187500 Penalty: 4684.218262
	Iteration 54Q: 3 clusters Score -1011294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1011293.187500 Penalty: 4684.218262
	Iteration 55Q: 3 clusters Score -1011293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1011295.812500 Penalty: 4684.218262
	Iteration 56Q: 3 clusters Score -1011296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1011296.750000 Penalty: 4684.218262
	Iteration 57Q: 3 clusters Score -1011297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1011296.375000 Penalty: 4684.218262
	Iteration 58Q: 3 clusters Score -1011296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1011298.187500 Penalty: 4684.218262
	Iteration 59Q: 3 clusters Score -1011298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1011296.312500 Penalty: 4684.218262
	Iteration 60F: 3 clusters Score -1011296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1011298.750000 Penalty: 4684.218262
	Iteration 61Q: 3 clusters Score -1011299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1011302.625000 Penalty: 4684.218262
	Iteration 62Q: 3 clusters Score -1011303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1011305.562500 Penalty: 4684.218262
	Iteration 63Q: 3 clusters Score -1011306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1011306.562500 Penalty: 4684.218262
	Iteration 64Q: 3 clusters Score -1011307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1011310.250000 Penalty: 4684.218262
	Iteration 65Q: 3 clusters Score -1011310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1011309.000000 Penalty: 4684.218262
	Iteration 66Q: 3 clusters Score -1011309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1011315.562500 Penalty: 4684.218262
	Iteration 67Q: 3 clusters Score -1011316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1011319.125000 Penalty: 4684.218262
	Iteration 68Q: 3 clusters Score -1011319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1011316.812500 Penalty: 4684.218262
	Iteration 69Q: 3 clusters Score -1011317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1011317.000000 Penalty: 4684.218262
	Iteration 70Q: 3 clusters Score -1011317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1011318.312500 Penalty: 4684.218262
	Iteration 71Q: 3 clusters Score -1011318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1011317.312500 Penalty: 4684.218262
	Iteration 72Q: 3 clusters Score -1011317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1011318.750000 Penalty: 4684.218262
	Iteration 73Q: 3 clusters Score -1011319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1011320.625000 Penalty: 4684.218262
	Iteration 74Q: 3 clusters Score -1011321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1011319.375000 Penalty: 4684.218262
	Iteration 75Q: 3 clusters Score -1011319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1011319.375000 Penalty: 4684.218262
	Iteration 76F: 3 clusters Score -1011319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Entering Unmasked Estep 
Score: -501804.093750 Penalty: 2179.079102
	Iteration 0F: 2 clusters Score -501804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -496343.062500 Penalty: 4358.158203
	Iteration 0F: 3 clusters Score -496343.1 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -497818.593750 Penalty: 4358.158203
	Iteration 1F: 3 clusters Score -497818.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -498252.000000 Penalty: 4358.158203
	Iteration 2F: 3 clusters Score -498252 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -498696.000000 Penalty: 4358.158203
	Iteration 3F: 3 clusters Score -498696 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -499249.687500 Penalty: 4358.158203
	Iteration 4F: 3 clusters Score -499249.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -500014.312500 Penalty: 4358.158203
	Iteration 5F: 3 clusters Score -500014.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -500927.343750 Penalty: 4358.158203
	Iteration 6F: 3 clusters Score -500927.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -501574.000000 Penalty: 4358.158203
	Iteration 7F: 3 clusters Score -501574 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -501875.375000 Penalty: 4358.158203
	Iteration 8Q: 3 clusters Score -501875.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -502150.875000 Penalty: 4358.158203
	Iteration 9Q: 3 clusters Score -502150.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -502414.000000 Penalty: 4358.158203
	Iteration 10Q: 3 clusters Score -502414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -502657.500000 Penalty: 4358.158203
	Iteration 11Q: 3 clusters Score -502657.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -502778.250000 Penalty: 4358.158203
	Iteration 12Q: 3 clusters Score -502778.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -502819.312500 Penalty: 4358.158203
	Iteration 13Q: 3 clusters Score -502819.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -502825.812500 Penalty: 4358.158203
	Iteration 14Q: 3 clusters Score -502825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -502828.468750 Penalty: 4358.158203
	Iteration 15Q: 3 clusters Score -502828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -502829.250000 Penalty: 4358.158203
	Iteration 16Q: 3 clusters Score -502829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -502829.250000 Penalty: 4358.158203
	Iteration 17F: 3 clusters Score -502829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 31697 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Entering Unmasked Estep 
Score: -150672512.000000 Penalty: 182026.734375
Splitting cluster 25 changes total score from -150620384.000000 to -150672512.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 26 (31697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Entering Unmasked Estep 
Score: -2343503.750000 Penalty: 2570.266357
	Iteration 0F: 2 clusters Score -2343504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2321747.500000 Penalty: 5140.532715
	Iteration 0F: 3 clusters Score -2321748 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2330033.250000 Penalty: 5140.532715
	Iteration 1F: 3 clusters Score -2330033 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2331295.500000 Penalty: 5140.532715
	Iteration 2F: 3 clusters Score -2331296 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2332994.250000 Penalty: 5140.532715
	Iteration 3F: 3 clusters Score -2332994 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2335415.250000 Penalty: 5140.532715
	Iteration 4F: 3 clusters Score -2335415 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2337843.250000 Penalty: 5140.532715
	Iteration 5F: 3 clusters Score -2337843 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2339366.000000 Penalty: 5140.532715
	Iteration 6F: 3 clusters Score -2339366 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2340323.500000 Penalty: 5140.532715
	Iteration 7F: 3 clusters Score -2340324 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2341003.000000 Penalty: 5140.532715
	Iteration 8Q: 3 clusters Score -2341003 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2341590.000000 Penalty: 5140.532715
	Iteration 9Q: 3 clusters Score -2341590 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2342134.750000 Penalty: 5140.532715
	Iteration 10Q: 3 clusters Score -2342135 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2342627.000000 Penalty: 5140.532715
	Iteration 11Q: 3 clusters Score -2342627 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2343050.500000 Penalty: 5140.532715
	Iteration 12Q: 3 clusters Score -2343050 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2343334.750000 Penalty: 5140.532715
	Iteration 13Q: 3 clusters Score -2343335 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2343541.000000 Penalty: 5140.532715
	Iteration 14Q: 3 clusters Score -2343541 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2343699.500000 Penalty: 5140.532715
	Iteration 15Q: 3 clusters Score -2343700 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2343820.000000 Penalty: 5140.532715
	Iteration 16Q: 3 clusters Score -2343820 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -2343923.250000 Penalty: 5140.532715
	Iteration 17Q: 3 clusters Score -2343923 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2343996.000000 Penalty: 5140.532715
	Iteration 18Q: 3 clusters Score -2343996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -2344066.500000 Penalty: 5140.532715
	Iteration 19Q: 3 clusters Score -2344066 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -2344120.250000 Penalty: 5140.532715
	Iteration 20F: 3 clusters Score -2344120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -2344174.000000 Penalty: 5140.532715
	Iteration 21Q: 3 clusters Score -2344174 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2344209.250000 Penalty: 5140.532715
	Iteration 22Q: 3 clusters Score -2344209 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -2344239.250000 Penalty: 5140.532715
	Iteration 23Q: 3 clusters Score -2344239 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -2344254.750000 Penalty: 5140.532715
	Iteration 24Q: 3 clusters Score -2344255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -2344273.500000 Penalty: 5140.532715
	Iteration 25Q: 3 clusters Score -2344274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2344286.250000 Penalty: 5140.532715
	Iteration 26Q: 3 clusters Score -2344286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -2344300.750000 Penalty: 5140.532715
	Iteration 27Q: 3 clusters Score -2344301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -2344315.500000 Penalty: 5140.532715
	Iteration 28Q: 3 clusters Score -2344316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2344320.500000 Penalty: 5140.532715
	Iteration 29Q: 3 clusters Score -2344320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -2344325.000000 Penalty: 5140.532715
	Iteration 30Q: 3 clusters Score -2344325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -2344327.250000 Penalty: 5140.532715
	Iteration 31Q: 3 clusters Score -2344327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -2344340.750000 Penalty: 5140.532715
	Iteration 32Q: 3 clusters Score -2344341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -2344348.750000 Penalty: 5140.532715
	Iteration 33Q: 3 clusters Score -2344349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2344366.250000 Penalty: 5140.532715
	Iteration 34Q: 3 clusters Score -2344366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -2344380.250000 Penalty: 5140.532715
	Iteration 35Q: 3 clusters Score -2344380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -2344388.750000 Penalty: 5140.532715
	Iteration 36Q: 3 clusters Score -2344389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -2344390.750000 Penalty: 5140.532715
	Iteration 37Q: 3 clusters Score -2344391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2344395.250000 Penalty: 5140.532715
	Iteration 38Q: 3 clusters Score -2344395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2344401.500000 Penalty: 5140.532715
	Iteration 39Q: 3 clusters Score -2344402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2344403.750000 Penalty: 5140.532715
	Iteration 40F: 3 clusters Score -2344404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -2344398.500000 Penalty: 5140.532715
	Iteration 41Q: 3 clusters Score -2344398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2344402.500000 Penalty: 5140.532715
	Iteration 42Q: 3 clusters Score -2344402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -2344405.750000 Penalty: 5140.532715
	Iteration 43Q: 3 clusters Score -2344406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2344408.500000 Penalty: 5140.532715
	Iteration 44Q: 3 clusters Score -2344408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -2344409.000000 Penalty: 5140.532715
	Iteration 45Q: 3 clusters Score -2344409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -2344410.500000 Penalty: 5140.532715
	Iteration 46Q: 3 clusters Score -2344410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -2344415.000000 Penalty: 5140.532715
	Iteration 47Q: 3 clusters Score -2344415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -2344417.500000 Penalty: 5140.532715
	Iteration 48Q: 3 clusters Score -2344418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2344417.000000 Penalty: 5140.532715
	Iteration 49Q: 3 clusters Score -2344417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2344415.750000 Penalty: 5140.532715
	Iteration 50Q: 3 clusters Score -2344416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2344415.750000 Penalty: 5140.532715
	Iteration 51F: 3 clusters Score -2344416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 4384 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Entering Unmasked Estep 
Score: -150673024.000000 Penalty: 185595.890625
Splitting cluster 26 changes total score from -150620384.000000 to -150673024.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 27 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -342871.593750 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -342871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -339092.656250 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -339092.7 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -343643.656250 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -343643.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -346968.937500 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -346968.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -348004.406250 Penalty: 4159.315430
	Iteration 3F: 3 clusters Score -348004.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -348508.250000 Penalty: 4159.315430
	Iteration 4Q: 3 clusters Score -348508.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -348909.625000 Penalty: 4159.315430
	Iteration 5Q: 3 clusters Score -348909.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -349267.250000 Penalty: 4159.315430
	Iteration 6Q: 3 clusters Score -349267.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -349442.125000 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -349442.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -349541.218750 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -349541.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -349590.781250 Penalty: 4159.315430
	Iteration 9Q: 3 clusters Score -349590.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -349635.375000 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -349635.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -349661.312500 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -349661.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -349677.562500 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -349677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -349690.593750 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -349690.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -349697.562500 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -349697.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -349706.312500 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -349706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -349710.437500 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -349710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -349715.093750 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -349715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -349715.593750 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -349715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -349718.000000 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -349718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -349720.375000 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -349720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -349722.968750 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -349723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -349724.250000 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -349724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -349726.781250 Penalty: 4159.315430
	Iteration 23Q: 3 clusters Score -349726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -349729.031250 Penalty: 4159.315430
	Iteration 24Q: 3 clusters Score -349729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -349732.343750 Penalty: 4159.315430
	Iteration 25Q: 3 clusters Score -349732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -349734.156250 Penalty: 4159.315430
	Iteration 26Q: 3 clusters Score -349734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -349736.750000 Penalty: 4159.315430
	Iteration 27Q: 3 clusters Score -349736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -349739.562500 Penalty: 4159.315430
	Iteration 28Q: 3 clusters Score -349739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -349742.750000 Penalty: 4159.315430
	Iteration 29Q: 3 clusters Score -349742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -349742.343750 Penalty: 4159.315430
	Iteration 30Q: 3 clusters Score -349742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -349743.718750 Penalty: 4159.315430
	Iteration 31Q: 3 clusters Score -349743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -349744.031250 Penalty: 4159.315430
	Iteration 32Q: 3 clusters Score -349744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -349745.750000 Penalty: 4159.315430
	Iteration 33Q: 3 clusters Score -349745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -349747.875000 Penalty: 4159.315430
	Iteration 34Q: 3 clusters Score -349747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -349748.187500 Penalty: 4159.315430
	Iteration 35Q: 3 clusters Score -349748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -349748.500000 Penalty: 4159.315430
	Iteration 36Q: 3 clusters Score -349748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -349749.437500 Penalty: 4159.315430
	Iteration 37Q: 3 clusters Score -349749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -349749.437500 Penalty: 4159.315430
	Iteration 38F: 3 clusters Score -349749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Entering Unmasked Estep 
Score: -150678592.000000 Penalty: 189165.046875
Splitting cluster 27 changes total score from -150620384.000000 to -150678592.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 28 (8088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Entering Unmasked Estep 
Score: -528106.937500 Penalty: 2231.537842
	Iteration 0F: 2 clusters Score -528106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -521732.687500 Penalty: 4463.075684
	Iteration 0F: 3 clusters Score -521732.7 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -524552.875000 Penalty: 4463.075684
	Iteration 1F: 3 clusters Score -524552.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -525736.062500 Penalty: 4463.075684
	Iteration 2F: 3 clusters Score -525736.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -526628.750000 Penalty: 4463.075684
	Iteration 3F: 3 clusters Score -526628.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -527292.062500 Penalty: 4463.075684
	Iteration 4F: 3 clusters Score -527292.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -527700.687500 Penalty: 4463.075684
	Iteration 5F: 3 clusters Score -527700.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -527973.937500 Penalty: 4463.075684
	Iteration 6Q: 3 clusters Score -527973.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -528167.812500 Penalty: 4463.075684
	Iteration 7Q: 3 clusters Score -528167.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -528319.375000 Penalty: 4463.075684
	Iteration 8Q: 3 clusters Score -528319.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -528475.125000 Penalty: 4463.075684
	Iteration 9Q: 3 clusters Score -528475.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -528589.687500 Penalty: 4463.075684
	Iteration 10Q: 3 clusters Score -528589.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -528699.250000 Penalty: 4463.075684
	Iteration 11Q: 3 clusters Score -528699.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -528779.062500 Penalty: 4463.075684
	Iteration 12Q: 3 clusters Score -528779.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -528823.250000 Penalty: 4463.075684
	Iteration 13Q: 3 clusters Score -528823.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -528866.687500 Penalty: 4463.075684
	Iteration 14Q: 3 clusters Score -528866.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -528905.125000 Penalty: 4463.075684
	Iteration 15Q: 3 clusters Score -528905.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -528932.312500 Penalty: 4463.075684
	Iteration 16Q: 3 clusters Score -528932.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -528953.312500 Penalty: 4463.075684
	Iteration 17Q: 3 clusters Score -528953.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -528970.187500 Penalty: 4463.075684
	Iteration 18Q: 3 clusters Score -528970.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -528981.625000 Penalty: 4463.075684
	Iteration 19Q: 3 clusters Score -528981.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -528993.187500 Penalty: 4463.075684
	Iteration 20F: 3 clusters Score -528993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -529000.437500 Penalty: 4463.075684
	Iteration 21Q: 3 clusters Score -529000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -529008.250000 Penalty: 4463.075684
	Iteration 22Q: 3 clusters Score -529008.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -529016.000000 Penalty: 4463.075684
	Iteration 23Q: 3 clusters Score -529016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -529019.187500 Penalty: 4463.075684
	Iteration 24Q: 3 clusters Score -529019.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -529027.812500 Penalty: 4463.075684
	Iteration 25Q: 3 clusters Score -529027.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -529034.687500 Penalty: 4463.075684
	Iteration 26Q: 3 clusters Score -529034.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -529039.625000 Penalty: 4463.075684
	Iteration 27Q: 3 clusters Score -529039.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -529042.437500 Penalty: 4463.075684
	Iteration 28Q: 3 clusters Score -529042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -529045.625000 Penalty: 4463.075684
	Iteration 29Q: 3 clusters Score -529045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -529048.062500 Penalty: 4463.075684
	Iteration 30Q: 3 clusters Score -529048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -529048.625000 Penalty: 4463.075684
	Iteration 31Q: 3 clusters Score -529048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -529049.000000 Penalty: 4463.075684
	Iteration 32Q: 3 clusters Score -529049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -529050.000000 Penalty: 4463.075684
	Iteration 33Q: 3 clusters Score -529050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -529050.687500 Penalty: 4463.075684
	Iteration 34Q: 3 clusters Score -529050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -529050.500000 Penalty: 4463.075684
	Iteration 35Q: 3 clusters Score -529050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -529052.875000 Penalty: 4463.075684
	Iteration 36Q: 3 clusters Score -529052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -529054.625000 Penalty: 4463.075684
	Iteration 37Q: 3 clusters Score -529054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -529058.125000 Penalty: 4463.075684
	Iteration 38Q: 3 clusters Score -529058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -529058.437500 Penalty: 4463.075684
	Iteration 39Q: 3 clusters Score -529058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -529059.437500 Penalty: 4463.075684
	Iteration 40F: 3 clusters Score -529059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -529059.875000 Penalty: 4463.075684
	Iteration 41Q: 3 clusters Score -529059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -529060.062500 Penalty: 4463.075684
	Iteration 42Q: 3 clusters Score -529060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -529061.500000 Penalty: 4463.075684
	Iteration 43Q: 3 clusters Score -529061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -529061.875000 Penalty: 4463.075684
	Iteration 44Q: 3 clusters Score -529061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -529062.500000 Penalty: 4463.075684
	Iteration 45Q: 3 clusters Score -529062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -529062.562500 Penalty: 4463.075684
	Iteration 46Q: 3 clusters Score -529062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -529062.562500 Penalty: 4463.075684
	Iteration 47F: 3 clusters Score -529062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 7959 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Mstep: Class 54 contains 6714 members 
Entering Unmasked Estep 
Score: -150678032.000000 Penalty: 192734.187500
Splitting cluster 28 changes total score from -150620384.000000 to -150678032.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 29 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -614761.062500 Penalty: 2227.550537
	Iteration 0F: 2 clusters Score -614761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -608383.125000 Penalty: 4455.101074
	Iteration 0F: 3 clusters Score -608383.1 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -610128.562500 Penalty: 4455.101074
	Iteration 1F: 3 clusters Score -610128.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -610453.875000 Penalty: 4455.101074
	Iteration 2F: 3 clusters Score -610453.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -610766.750000 Penalty: 4455.101074
	Iteration 3F: 3 clusters Score -610766.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -611065.062500 Penalty: 4455.101074
	Iteration 4F: 3 clusters Score -611065.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -611350.687500 Penalty: 4455.101074
	Iteration 5F: 3 clusters Score -611350.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -611628.125000 Penalty: 4455.101074
	Iteration 6Q: 3 clusters Score -611628.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -611921.937500 Penalty: 4455.101074
	Iteration 7F: 3 clusters Score -611921.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -612218.437500 Penalty: 4455.101074
	Iteration 8Q: 3 clusters Score -612218.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -612509.750000 Penalty: 4455.101074
	Iteration 9Q: 3 clusters Score -612509.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -612860.750000 Penalty: 4455.101074
	Iteration 10Q: 3 clusters Score -612860.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -613230.625000 Penalty: 4455.101074
	Iteration 11Q: 3 clusters Score -613230.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -613658.937500 Penalty: 4455.101074
	Iteration 12Q: 3 clusters Score -613658.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -614095.312500 Penalty: 4455.101074
	Iteration 13Q: 3 clusters Score -614095.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -614557.750000 Penalty: 4455.101074
	Iteration 14Q: 3 clusters Score -614557.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -614967.500000 Penalty: 4455.101074
	Iteration 15Q: 3 clusters Score -614967.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -615278.875000 Penalty: 4455.101074
	Iteration 16Q: 3 clusters Score -615278.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -615532.875000 Penalty: 4455.101074
	Iteration 17Q: 3 clusters Score -615532.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -615779.750000 Penalty: 4455.101074
	Iteration 18Q: 3 clusters Score -615779.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -616017.250000 Penalty: 4455.101074
	Iteration 19Q: 3 clusters Score -616017.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -616099.187500 Penalty: 4455.101074
	Iteration 20F: 3 clusters Score -616099.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -616126.687500 Penalty: 4455.101074
	Iteration 21Q: 3 clusters Score -616126.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -616131.812500 Penalty: 4455.101074
	Iteration 22Q: 3 clusters Score -616131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -616133.687500 Penalty: 4455.101074
	Iteration 23Q: 3 clusters Score -616133.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -616136.437500 Penalty: 4455.101074
	Iteration 24Q: 3 clusters Score -616136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -616138.500000 Penalty: 4455.101074
	Iteration 25Q: 3 clusters Score -616138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -616138.875000 Penalty: 4455.101074
	Iteration 26Q: 3 clusters Score -616138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -616138.687500 Penalty: 4455.101074
	Iteration 27Q: 3 clusters Score -616138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -616139.187500 Penalty: 4455.101074
	Iteration 28Q: 3 clusters Score -616139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -616141.437500 Penalty: 4455.101074
	Iteration 29Q: 3 clusters Score -616141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -616141.437500 Penalty: 4455.101074
	Iteration 30F: 3 clusters Score -616141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 4993 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Mstep: Class 54 contains 6714 members 
Mstep: Class 55 contains 5469 members 
Entering Unmasked Estep 
Score: -150678240.000000 Penalty: 196303.343750
Splitting cluster 29 changes total score from -150620384.000000 to -150678240.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 30 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -339893.937500 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -339893.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -335517.312500 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -335517.3 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -337973.593750 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -337973.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -342036.656250 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -342036.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -344159.812500 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -344159.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -344602.093750 Penalty: 4223.833008
	Iteration 4F: 3 clusters Score -344602.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -344709.562500 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -344709.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -344762.812500 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -344762.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -344777.406250 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -344777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -344780.843750 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -344780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -344781.062500 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -344781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -344782.093750 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -344782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -344782.500000 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -344782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -344782.500000 Penalty: 4223.833008
	Iteration 12F: 3 clusters Score -344782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 16802 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Mstep: Class 54 contains 6714 members 
Mstep: Class 55 contains 5469 members 
Mstep: Class 56 contains 3582 members 
Entering Unmasked Estep 
Score: -150682192.000000 Penalty: 199872.500000
Splitting cluster 30 changes total score from -150620384.000000 to -150682192.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 31 (16802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Entering Unmasked Estep 
Score: -1510797.625000 Penalty: 2412.854736
	Iteration 0F: 2 clusters Score -1510798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1498847.500000 Penalty: 4825.709473
	Iteration 0F: 3 clusters Score -1498848 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1503516.125000 Penalty: 4825.709473
	Iteration 1F: 3 clusters Score -1503516 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1506276.125000 Penalty: 4825.709473
	Iteration 2F: 3 clusters Score -1506276 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1511259.625000 Penalty: 4825.709473
	Iteration 3F: 3 clusters Score -1511260 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1516569.875000 Penalty: 4825.709473
	Iteration 4F: 3 clusters Score -1516570 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1519089.375000 Penalty: 4825.709473
	Iteration 5F: 3 clusters Score -1519089 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1519930.625000 Penalty: 4825.709473
	Iteration 6F: 3 clusters Score -1519931 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1520306.625000 Penalty: 4825.709473
	Iteration 7Q: 3 clusters Score -1520307 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1520557.250000 Penalty: 4825.709473
	Iteration 8Q: 3 clusters Score -1520557 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1520819.500000 Penalty: 4825.709473
	Iteration 9Q: 3 clusters Score -1520820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1521068.250000 Penalty: 4825.709473
	Iteration 10Q: 3 clusters Score -1521068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1521277.250000 Penalty: 4825.709473
	Iteration 11Q: 3 clusters Score -1521277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1521345.625000 Penalty: 4825.709473
	Iteration 12Q: 3 clusters Score -1521346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1521376.125000 Penalty: 4825.709473
	Iteration 13Q: 3 clusters Score -1521376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1521398.500000 Penalty: 4825.709473
	Iteration 14Q: 3 clusters Score -1521398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1521407.125000 Penalty: 4825.709473
	Iteration 15Q: 3 clusters Score -1521407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1521417.750000 Penalty: 4825.709473
	Iteration 16Q: 3 clusters Score -1521418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1521419.625000 Penalty: 4825.709473
	Iteration 17Q: 3 clusters Score -1521420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1521427.000000 Penalty: 4825.709473
	Iteration 18Q: 3 clusters Score -1521427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1521424.250000 Penalty: 4825.709473
	Iteration 19Q: 3 clusters Score -1521424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1521424.375000 Penalty: 4825.709473
	Iteration 20F: 3 clusters Score -1521424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1521425.500000 Penalty: 4825.709473
	Iteration 21Q: 3 clusters Score -1521426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1521427.000000 Penalty: 4825.709473
	Iteration 22Q: 3 clusters Score -1521427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1521428.875000 Penalty: 4825.709473
	Iteration 23Q: 3 clusters Score -1521429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1521429.500000 Penalty: 4825.709473
	Iteration 24Q: 3 clusters Score -1521430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1521429.500000 Penalty: 4825.709473
	Iteration 25F: 3 clusters Score -1521430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 12065 members 
Mstep: Class 32 contains 14495 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Mstep: Class 54 contains 6714 members 
Mstep: Class 55 contains 5469 members 
Mstep: Class 56 contains 3582 members 
Mstep: Class 57 contains 4737 members 
Entering Unmasked Estep 
Score: -150691984.000000 Penalty: 203441.640625
Splitting cluster 31 changes total score from -150620384.000000 to -150691984.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 32 (14495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Entering Unmasked Estep 
Score: -1295675.500000 Penalty: 2376.226562
	Iteration 0F: 2 clusters Score -1295676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1285246.750000 Penalty: 4752.453125
	Iteration 0F: 3 clusters Score -1285247 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1289470.125000 Penalty: 4752.453125
	Iteration 1F: 3 clusters Score -1289470 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1291574.875000 Penalty: 4752.453125
	Iteration 2F: 3 clusters Score -1291575 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1294284.875000 Penalty: 4752.453125
	Iteration 3F: 3 clusters Score -1294285 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1296914.500000 Penalty: 4752.453125
	Iteration 4F: 3 clusters Score -1296914 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1298456.500000 Penalty: 4752.453125
	Iteration 5F: 3 clusters Score -1298456 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1299199.250000 Penalty: 4752.453125
	Iteration 6F: 3 clusters Score -1299199 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1299595.000000 Penalty: 4752.453125
	Iteration 7Q: 3 clusters Score -1299595 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1299830.750000 Penalty: 4752.453125
	Iteration 8Q: 3 clusters Score -1299831 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1299950.750000 Penalty: 4752.453125
	Iteration 9Q: 3 clusters Score -1299951 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1300002.500000 Penalty: 4752.453125
	Iteration 10Q: 3 clusters Score -1300002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1300026.500000 Penalty: 4752.453125
	Iteration 11Q: 3 clusters Score -1300026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1300040.500000 Penalty: 4752.453125
	Iteration 12Q: 3 clusters Score -1300040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1300047.875000 Penalty: 4752.453125
	Iteration 13Q: 3 clusters Score -1300048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1300057.375000 Penalty: 4752.453125
	Iteration 14Q: 3 clusters Score -1300057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1300062.625000 Penalty: 4752.453125
	Iteration 15Q: 3 clusters Score -1300063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1300065.625000 Penalty: 4752.453125
	Iteration 16Q: 3 clusters Score -1300066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1300072.750000 Penalty: 4752.453125
	Iteration 17Q: 3 clusters Score -1300073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1300072.875000 Penalty: 4752.453125
	Iteration 18Q: 3 clusters Score -1300073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1300073.875000 Penalty: 4752.453125
	Iteration 19Q: 3 clusters Score -1300074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1300105.750000 Penalty: 4752.453125
	Iteration 20F: 3 clusters Score -1300106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1300136.625000 Penalty: 4752.453125
	Iteration 21Q: 3 clusters Score -1300137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1300169.750000 Penalty: 4752.453125
	Iteration 22Q: 3 clusters Score -1300170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1300211.375000 Penalty: 4752.453125
	Iteration 23Q: 3 clusters Score -1300211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1300259.000000 Penalty: 4752.453125
	Iteration 24Q: 3 clusters Score -1300259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1300291.000000 Penalty: 4752.453125
	Iteration 25Q: 3 clusters Score -1300291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1300310.625000 Penalty: 4752.453125
	Iteration 26Q: 3 clusters Score -1300311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1300328.875000 Penalty: 4752.453125
	Iteration 27Q: 3 clusters Score -1300329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1300342.875000 Penalty: 4752.453125
	Iteration 28Q: 3 clusters Score -1300343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1300349.375000 Penalty: 4752.453125
	Iteration 29Q: 3 clusters Score -1300349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1300358.625000 Penalty: 4752.453125
	Iteration 30Q: 3 clusters Score -1300359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1300362.250000 Penalty: 4752.453125
	Iteration 31Q: 3 clusters Score -1300362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1300363.500000 Penalty: 4752.453125
	Iteration 32Q: 3 clusters Score -1300364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1300363.750000 Penalty: 4752.453125
	Iteration 33Q: 3 clusters Score -1300364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1300366.375000 Penalty: 4752.453125
	Iteration 34Q: 3 clusters Score -1300366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1300364.750000 Penalty: 4752.453125
	Iteration 35Q: 3 clusters Score -1300365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1300363.625000 Penalty: 4752.453125
	Iteration 36Q: 3 clusters Score -1300364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1300362.625000 Penalty: 4752.453125
	Iteration 37Q: 3 clusters Score -1300363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1300364.375000 Penalty: 4752.453125
	Iteration 38Q: 3 clusters Score -1300364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1300362.875000 Penalty: 4752.453125
	Iteration 39Q: 3 clusters Score -1300363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1300362.750000 Penalty: 4752.453125
	Iteration 40F: 3 clusters Score -1300363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1300364.375000 Penalty: 4752.453125
	Iteration 41Q: 3 clusters Score -1300364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1300364.500000 Penalty: 4752.453125
	Iteration 42Q: 3 clusters Score -1300364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1300363.625000 Penalty: 4752.453125
	Iteration 43Q: 3 clusters Score -1300364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1300361.750000 Penalty: 4752.453125
	Iteration 44Q: 3 clusters Score -1300362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1300362.375000 Penalty: 4752.453125
	Iteration 45Q: 3 clusters Score -1300362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1300362.250000 Penalty: 4752.453125
	Iteration 46Q: 3 clusters Score -1300362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1300362.250000 Penalty: 4752.453125
	Iteration 47F: 3 clusters Score -1300362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 12065 members 
Mstep: Class 32 contains 3625 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Mstep: Class 54 contains 6714 members 
Mstep: Class 55 contains 5469 members 
Mstep: Class 56 contains 3582 members 
Mstep: Class 57 contains 4737 members 
Mstep: Class 58 contains 10870 members 
Entering Unmasked Estep 
Score: -150695888.000000 Penalty: 207010.796875
Splitting cluster 32 changes total score from -150620384.000000 to -150695888.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 33 (33291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Entering Unmasked Estep 
Score: -2620698.250000 Penalty: 2582.434326
	Iteration 0F: 2 clusters Score -2620698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2598121.000000 Penalty: 5164.868652
	Iteration 0F: 3 clusters Score -2598121 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2606303.500000 Penalty: 5164.868652
	Iteration 1F: 3 clusters Score -2606304 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2606944.750000 Penalty: 5164.868652
	Iteration 2F: 3 clusters Score -2606945 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2607682.500000 Penalty: 5164.868652
	Iteration 3F: 3 clusters Score -2607682 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2608536.000000 Penalty: 5164.868652
	Iteration 4F: 3 clusters Score -2608536 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2609585.750000 Penalty: 5164.868652
	Iteration 5F: 3 clusters Score -2609586 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2610903.500000 Penalty: 5164.868652
	Iteration 6F: 3 clusters Score -2610904 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2612322.500000 Penalty: 5164.868652
	Iteration 7F: 3 clusters Score -2612322 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2613758.750000 Penalty: 5164.868652
	Iteration 8F: 3 clusters Score -2613759 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2614912.000000 Penalty: 5164.868652
	Iteration 9F: 3 clusters Score -2614912 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2615767.000000 Penalty: 5164.868652
	Iteration 10Q: 3 clusters Score -2615767 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2616305.250000 Penalty: 5164.868652
	Iteration 11Q: 3 clusters Score -2616305 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2616641.250000 Penalty: 5164.868652
	Iteration 12Q: 3 clusters Score -2616641 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2616845.250000 Penalty: 5164.868652
	Iteration 13Q: 3 clusters Score -2616845 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2616987.250000 Penalty: 5164.868652
	Iteration 14Q: 3 clusters Score -2616987 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2617086.250000 Penalty: 5164.868652
	Iteration 15Q: 3 clusters Score -2617086 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -2617166.250000 Penalty: 5164.868652
	Iteration 16Q: 3 clusters Score -2617166 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2617250.250000 Penalty: 5164.868652
	Iteration 17Q: 3 clusters Score -2617250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2617315.000000 Penalty: 5164.868652
	Iteration 18Q: 3 clusters Score -2617315 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2617388.750000 Penalty: 5164.868652
	Iteration 19Q: 3 clusters Score -2617389 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2617445.500000 Penalty: 5164.868652
	Iteration 20F: 3 clusters Score -2617446 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2617499.250000 Penalty: 5164.868652
	Iteration 21Q: 3 clusters Score -2617499 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2617540.500000 Penalty: 5164.868652
	Iteration 22Q: 3 clusters Score -2617540 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2617611.250000 Penalty: 5164.868652
	Iteration 23Q: 3 clusters Score -2617611 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -2617686.500000 Penalty: 5164.868652
	Iteration 24Q: 3 clusters Score -2617686 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -2617773.250000 Penalty: 5164.868652
	Iteration 25Q: 3 clusters Score -2617773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2617831.750000 Penalty: 5164.868652
	Iteration 26Q: 3 clusters Score -2617832 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2617921.250000 Penalty: 5164.868652
	Iteration 27Q: 3 clusters Score -2617921 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -2617996.000000 Penalty: 5164.868652
	Iteration 28Q: 3 clusters Score -2617996 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -2618087.750000 Penalty: 5164.868652
	Iteration 29Q: 3 clusters Score -2618088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -2618182.750000 Penalty: 5164.868652
	Iteration 30Q: 3 clusters Score -2618183 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -2618293.750000 Penalty: 5164.868652
	Iteration 31Q: 3 clusters Score -2618294 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -2618384.250000 Penalty: 5164.868652
	Iteration 32Q: 3 clusters Score -2618384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -2618453.750000 Penalty: 5164.868652
	Iteration 33Q: 3 clusters Score -2618454 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -2618506.500000 Penalty: 5164.868652
	Iteration 34Q: 3 clusters Score -2618506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -2618541.000000 Penalty: 5164.868652
	Iteration 35Q: 3 clusters Score -2618541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -2618577.750000 Penalty: 5164.868652
	Iteration 36Q: 3 clusters Score -2618578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -2618607.000000 Penalty: 5164.868652
	Iteration 37Q: 3 clusters Score -2618607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -2618626.500000 Penalty: 5164.868652
	Iteration 38Q: 3 clusters Score -2618626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -2618643.750000 Penalty: 5164.868652
	Iteration 39Q: 3 clusters Score -2618644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2618661.000000 Penalty: 5164.868652
	Iteration 40F: 3 clusters Score -2618661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -2618677.000000 Penalty: 5164.868652
	Iteration 41Q: 3 clusters Score -2618677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -2618690.750000 Penalty: 5164.868652
	Iteration 42Q: 3 clusters Score -2618691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -2618703.250000 Penalty: 5164.868652
	Iteration 43Q: 3 clusters Score -2618703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -2618713.500000 Penalty: 5164.868652
	Iteration 44Q: 3 clusters Score -2618714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2618721.500000 Penalty: 5164.868652
	Iteration 45Q: 3 clusters Score -2618722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -2618730.750000 Penalty: 5164.868652
	Iteration 46Q: 3 clusters Score -2618731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -2618737.250000 Penalty: 5164.868652
	Iteration 47Q: 3 clusters Score -2618737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -2618738.250000 Penalty: 5164.868652
	Iteration 48Q: 3 clusters Score -2618738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -2618750.250000 Penalty: 5164.868652
	Iteration 49Q: 3 clusters Score -2618750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -2618744.750000 Penalty: 5164.868652
	Iteration 50Q: 3 clusters Score -2618745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -2618744.500000 Penalty: 5164.868652
	Iteration 51Q: 3 clusters Score -2618744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -2618751.250000 Penalty: 5164.868652
	Iteration 52Q: 3 clusters Score -2618751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -2618748.000000 Penalty: 5164.868652
	Iteration 53Q: 3 clusters Score -2618748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -2618747.750000 Penalty: 5164.868652
	Iteration 54Q: 3 clusters Score -2618748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2618751.750000 Penalty: 5164.868652
	Iteration 55Q: 3 clusters Score -2618752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -2618762.000000 Penalty: 5164.868652
	Iteration 56Q: 3 clusters Score -2618762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -2618765.250000 Penalty: 5164.868652
	Iteration 57Q: 3 clusters Score -2618765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2618763.250000 Penalty: 5164.868652
	Iteration 58Q: 3 clusters Score -2618763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -2618767.250000 Penalty: 5164.868652
	Iteration 59Q: 3 clusters Score -2618767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2618767.250000 Penalty: 5164.868652
	Iteration 60F: 3 clusters Score -2618767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -2618770.250000 Penalty: 5164.868652
	Iteration 61Q: 3 clusters Score -2618770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -2618775.250000 Penalty: 5164.868652
	Iteration 62Q: 3 clusters Score -2618775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -2618786.250000 Penalty: 5164.868652
	Iteration 63Q: 3 clusters Score -2618786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -2618781.500000 Penalty: 5164.868652
	Iteration 64Q: 3 clusters Score -2618782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -2618784.250000 Penalty: 5164.868652
	Iteration 65Q: 3 clusters Score -2618784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2618789.500000 Penalty: 5164.868652
	Iteration 66Q: 3 clusters Score -2618790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -2618788.000000 Penalty: 5164.868652
	Iteration 67Q: 3 clusters Score -2618788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -2618792.000000 Penalty: 5164.868652
	Iteration 68Q: 3 clusters Score -2618792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -2618793.750000 Penalty: 5164.868652
	Iteration 69Q: 3 clusters Score -2618794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -2618792.250000 Penalty: 5164.868652
	Iteration 70Q: 3 clusters Score -2618792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -2618793.000000 Penalty: 5164.868652
	Iteration 71Q: 3 clusters Score -2618793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -2618800.000000 Penalty: 5164.868652
	Iteration 72Q: 3 clusters Score -2618800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -2618799.000000 Penalty: 5164.868652
	Iteration 73Q: 3 clusters Score -2618799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -2618801.750000 Penalty: 5164.868652
	Iteration 74Q: 3 clusters Score -2618802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2618801.000000 Penalty: 5164.868652
	Iteration 75Q: 3 clusters Score -2618801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -2618807.750000 Penalty: 5164.868652
	Iteration 76Q: 3 clusters Score -2618808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2618819.250000 Penalty: 5164.868652
	Iteration 77Q: 3 clusters Score -2618819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -2618818.000000 Penalty: 5164.868652
	Iteration 78Q: 3 clusters Score -2618818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -2618814.000000 Penalty: 5164.868652
	Iteration 79Q: 3 clusters Score -2618814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2618820.500000 Penalty: 5164.868652
	Iteration 80F: 3 clusters Score -2618820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -2618817.250000 Penalty: 5164.868652
	Iteration 81Q: 3 clusters Score -2618817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -2618823.500000 Penalty: 5164.868652
	Iteration 82Q: 3 clusters Score -2618824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -2618820.750000 Penalty: 5164.868652
	Iteration 83Q: 3 clusters Score -2618821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -2618823.250000 Penalty: 5164.868652
	Iteration 84Q: 3 clusters Score -2618823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -2618825.000000 Penalty: 5164.868652
	Iteration 85Q: 3 clusters Score -2618825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -2618823.000000 Penalty: 5164.868652
	Iteration 86Q: 3 clusters Score -2618823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -2618822.000000 Penalty: 5164.868652
	Iteration 87Q: 3 clusters Score -2618822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -2618821.250000 Penalty: 5164.868652
	Iteration 88Q: 3 clusters Score -2618821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -2618822.500000 Penalty: 5164.868652
	Iteration 89Q: 3 clusters Score -2618822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -2618824.250000 Penalty: 5164.868652
	Iteration 90Q: 3 clusters Score -2618824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -2618825.000000 Penalty: 5164.868652
	Iteration 91Q: 3 clusters Score -2618825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -2618826.250000 Penalty: 5164.868652
	Iteration 92Q: 3 clusters Score -2618826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -2618826.250000 Penalty: 5164.868652
	Iteration 93F: 3 clusters Score -2618826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -420564.875000 Penalty: 2135.675293
	Iteration 0F: 2 clusters Score -420564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -415805.531250 Penalty: 4271.350586
	Iteration 0F: 3 clusters Score -415805.5 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -417250.812500 Penalty: 4271.350586
	Iteration 1F: 3 clusters Score -417250.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -418218.812500 Penalty: 4271.350586
	Iteration 2F: 3 clusters Score -418218.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -419342.281250 Penalty: 4271.350586
	Iteration 3F: 3 clusters Score -419342.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -420118.500000 Penalty: 4271.350586
	Iteration 4F: 3 clusters Score -420118.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -420451.937500 Penalty: 4271.350586
	Iteration 5F: 3 clusters Score -420451.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -420604.531250 Penalty: 4271.350586
	Iteration 6Q: 3 clusters Score -420604.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -420720.781250 Penalty: 4271.350586
	Iteration 7Q: 3 clusters Score -420720.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -420785.968750 Penalty: 4271.350586
	Iteration 8Q: 3 clusters Score -420786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -420827.750000 Penalty: 4271.350586
	Iteration 9Q: 3 clusters Score -420827.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -420865.781250 Penalty: 4271.350586
	Iteration 10Q: 3 clusters Score -420865.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -420895.281250 Penalty: 4271.350586
	Iteration 11Q: 3 clusters Score -420895.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -420912.781250 Penalty: 4271.350586
	Iteration 12Q: 3 clusters Score -420912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -420924.250000 Penalty: 4271.350586
	Iteration 13Q: 3 clusters Score -420924.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -420939.843750 Penalty: 4271.350586
	Iteration 14Q: 3 clusters Score -420939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -420954.125000 Penalty: 4271.350586
	Iteration 15Q: 3 clusters Score -420954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -420967.000000 Penalty: 4271.350586
	Iteration 16Q: 3 clusters Score -420967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -420974.187500 Penalty: 4271.350586
	Iteration 17Q: 3 clusters Score -420974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -420984.687500 Penalty: 4271.350586
	Iteration 18Q: 3 clusters Score -420984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -420991.312500 Penalty: 4271.350586
	Iteration 19Q: 3 clusters Score -420991.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -421008.906250 Penalty: 4271.350586
	Iteration 20F: 3 clusters Score -421008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -421025.062500 Penalty: 4271.350586
	Iteration 21Q: 3 clusters Score -421025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -421039.968750 Penalty: 4271.350586
	Iteration 22Q: 3 clusters Score -421040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -421044.062500 Penalty: 4271.350586
	Iteration 23Q: 3 clusters Score -421044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -421047.656250 Penalty: 4271.350586
	Iteration 24Q: 3 clusters Score -421047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -421047.375000 Penalty: 4271.350586
	Iteration 25Q: 3 clusters Score -421047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -421047.375000 Penalty: 4271.350586
	Iteration 26F: 3 clusters Score -421047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 12065 members 
Mstep: Class 32 contains 3625 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 6118 members 
Mstep: Class 39 contains 2828 members 
Mstep: Class 40 contains 9677 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 7640 members 
Mstep: Class 43 contains 8037 members 
Mstep: Class 44 contains 1684 members 
Mstep: Class 45 contains 10664 members 
Mstep: Class 46 contains 165312 members 
Mstep: Class 47 contains 168368 members 
Mstep: Class 48 contains 127474 members 
Mstep: Class 49 contains 90222 members 
Mstep: Class 50 contains 3001 members 
Mstep: Class 51 contains 4546 members 
Mstep: Class 52 contains 28868 members 
Mstep: Class 53 contains 2581 members 
Mstep: Class 54 contains 6714 members 
Mstep: Class 55 contains 5469 members 
Mstep: Class 56 contains 3582 members 
Mstep: Class 57 contains 4737 members 
Mstep: Class 58 contains 10870 members 
Mstep: Class 59 contains 4236 members 
Entering Unmasked Estep 
Score: -150695360.000000 Penalty: 210579.953125
Splitting cluster 34 changes total score from -150620384.000000 to -150695360.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 35 (43046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Entering Unmasked Estep 
Score: -3433372.500000 Penalty: 2646.166260
	Iteration 0F: 2 clusters Score -3433372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3404238.750000 Penalty: 5292.332520
	Iteration 0F: 3 clusters Score -3404239 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3415151.250000 Penalty: 5292.332520
	Iteration 1F: 3 clusters Score -3415151 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3415765.000000 Penalty: 5292.332520
	Iteration 2Q: 3 clusters Score -3415765 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3416553.500000 Penalty: 5292.332520
	Iteration 3Q: 3 clusters Score -3416554 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3417448.750000 Penalty: 5292.332520
	Iteration 4Q: 3 clusters Score -3417449 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3418672.250000 Penalty: 5292.332520
	Iteration 5F: 3 clusters Score -3418672 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3420326.000000 Penalty: 5292.332520
	Iteration 6F: 3 clusters Score -3420326 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3422208.000000 Penalty: 5292.332520
	Iteration 7F: 3 clusters Score -3422208 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3424147.000000 Penalty: 5292.332520
	Iteration 8F: 3 clusters Score -3424147 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3425760.750000 Penalty: 5292.332520
	Iteration 9F: 3 clusters Score -3425761 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3427016.000000 Penalty: 5292.332520
	Iteration 10Q: 3 clusters Score -3427016 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3428024.750000 Penalty: 5292.332520
	Iteration 11Q: 3 clusters Score -3428025 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3428838.750000 Penalty: 5292.332520
	Iteration 12Q: 3 clusters Score -3428839 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3429517.250000 Penalty: 5292.332520
	Iteration 13Q: 3 clusters Score -3429517 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3429975.750000 Penalty: 5292.332520
	Iteration 14Q: 3 clusters Score -3429976 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3430304.250000 Penalty: 5292.332520
	Iteration 15Q: 3 clusters Score -3430304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3430506.750000 Penalty: 5292.332520
	Iteration 16Q: 3 clusters Score -3430507 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3430635.250000 Penalty: 5292.332520
	Iteration 17Q: 3 clusters Score -3430635 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3430751.500000 Penalty: 5292.332520
	Iteration 18Q: 3 clusters Score -3430752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3430832.500000 Penalty: 5292.332520
	Iteration 19Q: 3 clusters Score -3430832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3430899.750000 Penalty: 5292.332520
	Iteration 20F: 3 clusters Score -3430900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3430955.000000 Penalty: 5292.332520
	Iteration 21Q: 3 clusters Score -3430955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3430989.750000 Penalty: 5292.332520
	Iteration 22Q: 3 clusters Score -3430990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3431009.750000 Penalty: 5292.332520
	Iteration 23Q: 3 clusters Score -3431010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3431033.250000 Penalty: 5292.332520
	Iteration 24Q: 3 clusters Score -3431033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3431049.500000 Penalty: 5292.332520
	Iteration 25Q: 3 clusters Score -3431050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3431059.250000 Penalty: 5292.332520
	Iteration 26Q: 3 clusters Score -3431059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3431072.750000 Penalty: 5292.332520
	Iteration 27Q: 3 clusters Score -3431073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3431078.750000 Penalty: 5292.332520
	Iteration 28Q: 3 clusters Score -3431079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3431091.500000 Penalty: 5292.332520
	Iteration 29Q: 3 clusters Score -3431092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3431107.750000 Penalty: 5292.332520
	Iteration 30Q: 3 clusters Score -3431108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3431116.750000 Penalty: 5292.332520
	Iteration 31Q: 3 clusters Score -3431117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3431118.750000 Penalty: 5292.332520
	Iteration 32Q: 3 clusters Score -3431119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3431118.250000 Penalty: 5292.332520
	Iteration 33Q: 3 clusters Score -3431118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3431124.500000 Penalty: 5292.332520
	Iteration 34Q: 3 clusters Score -3431124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3431126.250000 Penalty: 5292.332520
	Iteration 35Q: 3 clusters Score -3431126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3431131.250000 Penalty: 5292.332520
	Iteration 36Q: 3 clusters Score -3431131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3431138.000000 Penalty: 5292.332520
	Iteration 37Q: 3 clusters Score -3431138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3431136.750000 Penalty: 5292.332520
	Iteration 38Q: 3 clusters Score -3431137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3431142.500000 Penalty: 5292.332520
	Iteration 39Q: 3 clusters Score -3431142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3431148.750000 Penalty: 5292.332520
	Iteration 40F: 3 clusters Score -3431149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3431147.000000 Penalty: 5292.332520
	Iteration 41Q: 3 clusters Score -3431147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3431147.000000 Penalty: 5292.332520
	Iteration 42Q: 3 clusters Score -3431147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3431147.000000 Penalty: 5292.332520
	Iteration 43F: 3 clusters Score -3431147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (155986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155986 members 
Entering Unmasked Estep 
Score: -15267930.000000 Penalty: 2965.465332
	Iteration 0F: 2 clusters Score -1.526793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -15179604.000000 Penalty: 5930.930664
	Iteration 0F: 3 clusters Score -1.51796e+07 nChanged 74877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -15223178.000000 Penalty: 5930.930664
	Iteration 1F: 3 clusters Score -1.522318e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -15224915.000000 Penalty: 5930.930664
	Iteration 2Q: 3 clusters Score -1.522492e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -15227193.000000 Penalty: 5930.930664
	Iteration 3Q: 3 clusters Score -1.522719e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -15230350.000000 Penalty: 5930.930664
	Iteration 4Q: 3 clusters Score -1.523035e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -15234490.000000 Penalty: 5930.930664
	Iteration 5F: 3 clusters Score -1.523449e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -15239504.000000 Penalty: 5930.930664
	Iteration 6F: 3 clusters Score -1.52395e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -15244632.000000 Penalty: 5930.930664
	Iteration 7F: 3 clusters Score -1.524463e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -15249201.000000 Penalty: 5930.930664
	Iteration 8F: 3 clusters Score -1.52492e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -15253144.000000 Penalty: 5930.930664
	Iteration 9Q: 3 clusters Score -1.525314e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107684 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -15256288.000000 Penalty: 5930.930664
	Iteration 10Q: 3 clusters Score -1.525629e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111812 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -15259096.000000 Penalty: 5930.930664
	Iteration 11Q: 3 clusters Score -1.52591e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -15261660.000000 Penalty: 5930.930664
	Iteration 12Q: 3 clusters Score -1.526166e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -15264003.000000 Penalty: 5930.930664
	Iteration 13Q: 3 clusters Score -1.5264e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -15265763.000000 Penalty: 5930.930664
	Iteration 14Q: 3 clusters Score -1.526576e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -15266999.000000 Penalty: 5930.930664
	Iteration 15Q: 3 clusters Score -1.5267e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130565 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -15267827.000000 Penalty: 5930.930664
	Iteration 16Q: 3 clusters Score -1.526783e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133328 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -15268442.000000 Penalty: 5930.930664
	Iteration 17Q: 3 clusters Score -1.526844e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135852 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -15268797.000000 Penalty: 5930.930664
	Iteration 18Q: 3 clusters Score -1.52688e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -15269085.000000 Penalty: 5930.930664
	Iteration 19Q: 3 clusters Score -1.526908e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -15269305.000000 Penalty: 5930.930664
	Iteration 20F: 3 clusters Score -1.52693e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141348 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -15269248.000000 Penalty: 5930.930664
	Iteration 21Q: 3 clusters Score -1.526925e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -15269203.000000 Penalty: 5930.930664
	Iteration 22Q: 3 clusters Score -1.52692e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -15269041.000000 Penalty: 5930.930664
	Iteration 23Q: 3 clusters Score -1.526904e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144376 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -15268897.000000 Penalty: 5930.930664
	Iteration 24Q: 3 clusters Score -1.52689e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145051 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -15268759.000000 Penalty: 5930.930664
	Iteration 25Q: 3 clusters Score -1.526876e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -15268631.000000 Penalty: 5930.930664
	Iteration 26Q: 3 clusters Score -1.526863e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -15268522.000000 Penalty: 5930.930664
	Iteration 27Q: 3 clusters Score -1.526852e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146602 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -15268288.000000 Penalty: 5930.930664
	Iteration 28Q: 3 clusters Score -1.526829e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146964 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -15268234.000000 Penalty: 5930.930664
	Iteration 29Q: 3 clusters Score -1.526823e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147332 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -15268148.000000 Penalty: 5930.930664
	Iteration 30Q: 3 clusters Score -1.526815e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -15268047.000000 Penalty: 5930.930664
	Iteration 31Q: 3 clusters Score -1.526805e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147897 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -15267958.000000 Penalty: 5930.930664
	Iteration 32Q: 3 clusters Score -1.526796e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148138 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -15267864.000000 Penalty: 5930.930664
	Iteration 33Q: 3 clusters Score -1.526786e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -15267790.000000 Penalty: 5930.930664
	Iteration 34Q: 3 clusters Score -1.526779e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148554 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -15267697.000000 Penalty: 5930.930664
	Iteration 35Q: 3 clusters Score -1.52677e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -15267629.000000 Penalty: 5930.930664
	Iteration 36Q: 3 clusters Score -1.526763e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -15267584.000000 Penalty: 5930.930664
	Iteration 37Q: 3 clusters Score -1.526758e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148966 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -15267592.000000 Penalty: 5930.930664
	Iteration 38Q: 3 clusters Score -1.526759e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -15267564.000000 Penalty: 5930.930664
	Iteration 39Q: 3 clusters Score -1.526756e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -15267560.000000 Penalty: 5930.930664
	Iteration 40F: 3 clusters Score -1.526756e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149293 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -15267530.000000 Penalty: 5930.930664
	Iteration 41Q: 3 clusters Score -1.526753e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -15267532.000000 Penalty: 5930.930664
	Iteration 42Q: 3 clusters Score -1.526753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -15267542.000000 Penalty: 5930.930664
	Iteration 43Q: 3 clusters Score -1.526754e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149551 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -15267532.000000 Penalty: 5930.930664
	Iteration 44Q: 3 clusters Score -1.526753e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149623 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -15267504.000000 Penalty: 5930.930664
	Iteration 45Q: 3 clusters Score -1.52675e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -15267464.000000 Penalty: 5930.930664
	Iteration 46Q: 3 clusters Score -1.526746e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -15267438.000000 Penalty: 5930.930664
	Iteration 47Q: 3 clusters Score -1.526744e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -15267419.000000 Penalty: 5930.930664
	Iteration 48Q: 3 clusters Score -1.526742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -15267374.000000 Penalty: 5930.930664
	Iteration 49Q: 3 clusters Score -1.526737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -15267353.000000 Penalty: 5930.930664
	Iteration 50Q: 3 clusters Score -1.526735e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -15267320.000000 Penalty: 5930.930664
	Iteration 51Q: 3 clusters Score -1.526732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149982 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -15267319.000000 Penalty: 5930.930664
	Iteration 52Q: 3 clusters Score -1.526732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -15267307.000000 Penalty: 5930.930664
	Iteration 53Q: 3 clusters Score -1.526731e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150070 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -15267286.000000 Penalty: 5930.930664
	Iteration 54Q: 3 clusters Score -1.526729e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -15267276.000000 Penalty: 5930.930664
	Iteration 55Q: 3 clusters Score -1.526728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -15267255.000000 Penalty: 5930.930664
	Iteration 56Q: 3 clusters Score -1.526726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150224 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -15267241.000000 Penalty: 5930.930664
	Iteration 57Q: 3 clusters Score -1.526724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150264 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -15267234.000000 Penalty: 5930.930664
	Iteration 58Q: 3 clusters Score -1.526723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150293 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -15267235.000000 Penalty: 5930.930664
	Iteration 59Q: 3 clusters Score -1.526724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -15267240.000000 Penalty: 5930.930664
	Iteration 60F: 3 clusters Score -1.526724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -15267220.000000 Penalty: 5930.930664
	Iteration 61Q: 3 clusters Score -1.526722e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -15267200.000000 Penalty: 5930.930664
	Iteration 62Q: 3 clusters Score -1.52672e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -15267184.000000 Penalty: 5930.930664
	Iteration 63Q: 3 clusters Score -1.526718e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150511 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -15267190.000000 Penalty: 5930.930664
	Iteration 64Q: 3 clusters Score -1.526719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -15267171.000000 Penalty: 5930.930664
	Iteration 65Q: 3 clusters Score -1.526717e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -15267148.000000 Penalty: 5930.930664
	Iteration 66Q: 3 clusters Score -1.526715e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -15267156.000000 Penalty: 5930.930664
	Iteration 67Q: 3 clusters Score -1.526716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -15267143.000000 Penalty: 5930.930664
	Iteration 68Q: 3 clusters Score -1.526714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -15267148.000000 Penalty: 5930.930664
	Iteration 69Q: 3 clusters Score -1.526715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -15267144.000000 Penalty: 5930.930664
	Iteration 70Q: 3 clusters Score -1.526714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150739 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -15267142.000000 Penalty: 5930.930664
	Iteration 71Q: 3 clusters Score -1.526714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150764 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -15267147.000000 Penalty: 5930.930664
	Iteration 72Q: 3 clusters Score -1.526715e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150796 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -15267121.000000 Penalty: 5930.930664
	Iteration 73Q: 3 clusters Score -1.526712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150821 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -15267103.000000 Penalty: 5930.930664
	Iteration 74Q: 3 clusters Score -1.52671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -15267089.000000 Penalty: 5930.930664
	Iteration 75Q: 3 clusters Score -1.526709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -15267073.000000 Penalty: 5930.930664
	Iteration 76Q: 3 clusters Score -1.526707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150882 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -15267086.000000 Penalty: 5930.930664
	Iteration 77Q: 3 clusters Score -1.526709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -15267061.000000 Penalty: 5930.930664
	Iteration 78Q: 3 clusters Score -1.526706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -15267051.000000 Penalty: 5930.930664
	Iteration 79Q: 3 clusters Score -1.526705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -15267026.000000 Penalty: 5930.930664
	Iteration 80F: 3 clusters Score -1.526703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150938 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -15267015.000000 Penalty: 5930.930664
	Iteration 81Q: 3 clusters Score -1.526702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -15267036.000000 Penalty: 5930.930664
	Iteration 82Q: 3 clusters Score -1.526704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -15267030.000000 Penalty: 5930.930664
	Iteration 83Q: 3 clusters Score -1.526703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -15267036.000000 Penalty: 5930.930664
	Iteration 84Q: 3 clusters Score -1.526704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -15267032.000000 Penalty: 5930.930664
	Iteration 85Q: 3 clusters Score -1.526703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -15267024.000000 Penalty: 5930.930664
	Iteration 86Q: 3 clusters Score -1.526702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151021 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -15267000.000000 Penalty: 5930.930664
	Iteration 87Q: 3 clusters Score -1.5267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -15266992.000000 Penalty: 5930.930664
	Iteration 88Q: 3 clusters Score -1.526699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151044 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -15266999.000000 Penalty: 5930.930664
	Iteration 89Q: 3 clusters Score -1.5267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -15266997.000000 Penalty: 5930.930664
	Iteration 90Q: 3 clusters Score -1.5267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -15266979.000000 Penalty: 5930.930664
	Iteration 91Q: 3 clusters Score -1.526698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -15266989.000000 Penalty: 5930.930664
	Iteration 92Q: 3 clusters Score -1.526699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -15266981.000000 Penalty: 5930.930664
	Iteration 93Q: 3 clusters Score -1.526698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -15266981.000000 Penalty: 5930.930664
	Iteration 94Q: 3 clusters Score -1.526698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -15266990.000000 Penalty: 5930.930664
	Iteration 95Q: 3 clusters Score -1.526699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -15266990.000000 Penalty: 5930.930664
	Iteration 96Q: 3 clusters Score -1.526699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -15266985.000000 Penalty: 5930.930664
	Iteration 97Q: 3 clusters Score -1.526698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -15266974.000000 Penalty: 5930.930664
	Iteration 98Q: 3 clusters Score -1.526697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151113 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -15266972.000000 Penalty: 5930.930664
	Iteration 99Q: 3 clusters Score -1.526697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151118 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -15266959.000000 Penalty: 5930.930664
	Iteration 100F: 3 clusters Score -1.526696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151120 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -15266961.000000 Penalty: 5930.930664
	Iteration 101Q: 3 clusters Score -1.526696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -15266962.000000 Penalty: 5930.930664
	Iteration 102Q: 3 clusters Score -1.526696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -15266955.000000 Penalty: 5930.930664
	Iteration 103Q: 3 clusters Score -1.526696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151130 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -15266966.000000 Penalty: 5930.930664
	Iteration 104Q: 3 clusters Score -1.526697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -15266957.000000 Penalty: 5930.930664
	Iteration 105Q: 3 clusters Score -1.526696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -15266975.000000 Penalty: 5930.930664
	Iteration 106Q: 3 clusters Score -1.526698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -15266968.000000 Penalty: 5930.930664
	Iteration 107Q: 3 clusters Score -1.526697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -15266974.000000 Penalty: 5930.930664
	Iteration 108Q: 3 clusters Score -1.526697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -15266976.000000 Penalty: 5930.930664
	Iteration 109Q: 3 clusters Score -1.526698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -15266968.000000 Penalty: 5930.930664
	Iteration 110Q: 3 clusters Score -1.526697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -15266972.000000 Penalty: 5930.930664
	Iteration 111Q: 3 clusters Score -1.526697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151194 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -15266978.000000 Penalty: 5930.930664
	Iteration 112Q: 3 clusters Score -1.526698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -15266966.000000 Penalty: 5930.930664
	Iteration 113Q: 3 clusters Score -1.526697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151225 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -15266964.000000 Penalty: 5930.930664
	Iteration 114Q: 3 clusters Score -1.526696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -15266956.000000 Penalty: 5930.930664
	Iteration 115Q: 3 clusters Score -1.526696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151243 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -15266974.000000 Penalty: 5930.930664
	Iteration 116Q: 3 clusters Score -1.526697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151248 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -15266971.000000 Penalty: 5930.930664
	Iteration 117Q: 3 clusters Score -1.526697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151255 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -15266971.000000 Penalty: 5930.930664
	Iteration 118Q: 3 clusters Score -1.526697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -15266957.000000 Penalty: 5930.930664
	Iteration 119Q: 3 clusters Score -1.526696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151266 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -15266956.000000 Penalty: 5930.930664
	Iteration 120F: 3 clusters Score -1.526696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -92436.062500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -92436.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -90181.867188 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -90181.87 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90647.851562 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -90647.85 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90834.054688 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -90834.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90958.664062 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -90958.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -91072.000000 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -91072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -91181.125000 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -91181.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -91326.609375 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -91326.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -91467.882812 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -91467.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91614.812500 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -91614.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91705.140625 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -91705.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91751.992188 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -91751.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91776.726562 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -91776.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -91795.960938 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -91795.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -91805.578125 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -91805.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -91814.664062 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -91814.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91818.609375 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -91818.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91824.632812 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -91824.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91826.171875 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -91826.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91829.140625 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -91829.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91829.140625 Penalty: 3633.927002
	Iteration 19F: 3 clusters Score -91829.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 59471 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 103718 members 
Mstep: Class 12 contains 19018 members 
Mstep: Class 13 contains 5920 members 
Mstep: Class 14 contains 22968 members 
Mstep: Class 15 contains 117899 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 164772 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 19908 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 66040 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 1374 members 
Mstep: Class 29 contains 2490 members 
Mstep: Class 30 contains 1411 members 
Mstep: Class 31 contains 12065 members 
Mstep: Class 32 contains 3625 members 
Mstep: Class 33 contains 33291 members 
Mstep: Class 34 contains 1259 members 
Mstep: Class 35 contains 43046 members 
Mstep: Class 36 contains 155986 members 
Mstep: Class 37 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150721808.000000 Penalty: 210579.953125
Iteration 79Q: 60 clusters Score -1.507218e+08 nChanged 38482
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 140707 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 4 contains 7828 members 
Mstep: Class 5 contains 59016 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 15276 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 103760 members 
Mstep: Class 12 contains 19030 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 24191 members 
Mstep: Class 15 contains 118440 members 
Mstep: Class 16 contains 29296 members 
Mstep: Class 17 contains 167163 members 
Mstep: Class 18 contains 7848 members 
Mstep: Class 19 contains 14875 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 68083 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 1990 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 1795 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 12739 members 
Mstep: Class 32 contains 3999 members 
Mstep: Class 33 contains 33010 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 44131 members 
Mstep: Class 36 contains 155420 members 
Mstep: Class 37 contains 1572 members 
Mstep: Class 38 contains 6097 members 
Mstep: Class 39 contains 2984 members 
Mstep: Class 40 contains 9485 members 
Mstep: Class 41 contains 1440 members 
Mstep: Class 42 contains 7541 members 
Mstep: Class 43 contains 7954 members 
Mstep: Class 44 contains 1735 members 
Mstep: Class 45 contains 10623 members 
Mstep: Class 46 contains 162308 members 
Mstep: Class 47 contains 168092 members 
Mstep: Class 48 contains 124120 members 
Mstep: Class 49 contains 87861 members 
Mstep: Class 50 contains 2994 members 
Mstep: Class 51 contains 4480 members 
Mstep: Class 52 contains 27898 members 
Mstep: Class 53 contains 2513 members 
Mstep: Class 54 contains 6447 members 
Mstep: Class 55 contains 5387 members 
Mstep: Class 56 contains 3234 members 
Mstep: Class 57 contains 4704 members 
Mstep: Class 58 contains 11244 members 
Mstep: Class 59 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150739328.000000 Penalty: 210579.953125
Iteration 80F: 60 clusters Score -1.507393e+08 nChanged 27997
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 138495 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 7238 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 58248 members 
Mstep: Class 6 contains 2963 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 15052 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 103240 members 
Mstep: Class 12 contains 18913 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 24584 members 
Mstep: Class 15 contains 118241 members 
Mstep: Class 16 contains 28648 members 
Mstep: Class 17 contains 168649 members 
Mstep: Class 18 contains 8575 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 19743 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 68911 members 
Mstep: Class 23 contains 4187 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 1993 members 
Mstep: Class 26 contains 3057 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 1354 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 1305 members 
Mstep: Class 31 contains 12980 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 32736 members 
Mstep: Class 34 contains 1263 members 
Mstep: Class 35 contains 44558 members 
Mstep: Class 36 contains 152967 members 
Mstep: Class 37 contains 1563 members 
Mstep: Class 38 contains 6085 members 
Mstep: Class 39 contains 3779 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 1409 members 
Mstep: Class 42 contains 7535 members 
Mstep: Class 43 contains 8013 members 
Mstep: Class 44 contains 1933 members 
Mstep: Class 45 contains 10701 members 
Mstep: Class 46 contains 161247 members 
Mstep: Class 47 contains 168164 members 
Mstep: Class 48 contains 123810 members 
Mstep: Class 49 contains 90098 members 
Mstep: Class 50 contains 3026 members 
Mstep: Class 51 contains 4557 members 
Mstep: Class 52 contains 27071 members 
Mstep: Class 53 contains 2768 members 
Mstep: Class 54 contains 6942 members 
Mstep: Class 55 contains 5409 members 
Mstep: Class 56 contains 3369 members 
Mstep: Class 57 contains 4761 members 
Mstep: Class 58 contains 12079 members 
Mstep: Class 59 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150747072.000000 Penalty: 210579.953125
Iteration 81Q: 60 clusters Score -1.507471e+08 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 6810 members 
Mstep: Class 3 contains 7163 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 57549 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 14897 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 102926 members 
Mstep: Class 12 contains 18866 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 118114 members 
Mstep: Class 16 contains 28068 members 
Mstep: Class 17 contains 169948 members 
Mstep: Class 18 contains 9223 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 19672 members 
Mstep: Class 21 contains 6325 members 
Mstep: Class 22 contains 69644 members 
Mstep: Class 23 contains 4180 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 1991 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 1345 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 1287 members 
Mstep: Class 31 contains 13134 members 
Mstep: Class 32 contains 3862 members 
Mstep: Class 33 contains 32528 members 
Mstep: Class 34 contains 1258 members 
Mstep: Class 35 contains 44872 members 
Mstep: Class 36 contains 151349 members 
Mstep: Class 37 contains 1597 members 
Mstep: Class 38 contains 6075 members 
Mstep: Class 39 contains 4185 members 
Mstep: Class 40 contains 10961 members 
Mstep: Class 41 contains 1410 members 
Mstep: Class 42 contains 7529 members 
Mstep: Class 43 contains 8121 members 
Mstep: Class 44 contains 2122 members 
Mstep: Class 45 contains 10767 members 
Mstep: Class 46 contains 160627 members 
Mstep: Class 47 contains 168320 members 
Mstep: Class 48 contains 123684 members 
Mstep: Class 49 contains 91565 members 
Mstep: Class 50 contains 3038 members 
Mstep: Class 51 contains 4578 members 
Mstep: Class 52 contains 26247 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 7241 members 
Mstep: Class 55 contains 5406 members 
Mstep: Class 56 contains 3383 members 
Mstep: Class 57 contains 4809 members 
Mstep: Class 58 contains 12561 members 
Mstep: Class 59 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150751808.000000 Penalty: 210579.953125
Iteration 82Q: 60 clusters Score -1.507518e+08 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 135580 members 
Mstep: Class 2 contains 6792 members 
Mstep: Class 3 contains 7108 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 56935 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 14792 members 
Mstep: Class 10 contains 4559 members 
Mstep: Class 11 contains 102743 members 
Mstep: Class 12 contains 18845 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 24899 members 
Mstep: Class 15 contains 117987 members 
Mstep: Class 16 contains 27564 members 
Mstep: Class 17 contains 171003 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 14302 members 
Mstep: Class 20 contains 19642 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 70262 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 1987 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 13239 members 
Mstep: Class 32 contains 3788 members 
Mstep: Class 33 contains 32365 members 
Mstep: Class 34 contains 1253 members 
Mstep: Class 35 contains 45104 members 
Mstep: Class 36 contains 150170 members 
Mstep: Class 37 contains 1634 members 
Mstep: Class 38 contains 6064 members 
Mstep: Class 39 contains 4395 members 
Mstep: Class 40 contains 11440 members 
Mstep: Class 41 contains 1405 members 
Mstep: Class 42 contains 7525 members 
Mstep: Class 43 contains 8234 members 
Mstep: Class 44 contains 2271 members 
Mstep: Class 45 contains 10821 members 
Mstep: Class 46 contains 160249 members 
Mstep: Class 47 contains 168495 members 
Mstep: Class 48 contains 123667 members 
Mstep: Class 49 contains 92777 members 
Mstep: Class 50 contains 3038 members 
Mstep: Class 51 contains 4579 members 
Mstep: Class 52 contains 25532 members 
Mstep: Class 53 contains 2803 members 
Mstep: Class 54 contains 7420 members 
Mstep: Class 55 contains 5396 members 
Mstep: Class 56 contains 3383 members 
Mstep: Class 57 contains 4859 members 
Mstep: Class 58 contains 12840 members 
Mstep: Class 59 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150755392.000000 Penalty: 210579.953125
Iteration 83Q: 60 clusters Score -1.507554e+08 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 6775 members 
Mstep: Class 3 contains 7053 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 56469 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 2226 members 
Mstep: Class 9 contains 14741 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 102611 members 
Mstep: Class 12 contains 18835 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 117859 members 
Mstep: Class 16 contains 27164 members 
Mstep: Class 17 contains 171852 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 14283 members 
Mstep: Class 20 contains 19625 members 
Mstep: Class 21 contains 6424 members 
Mstep: Class 22 contains 70800 members 
Mstep: Class 23 contains 4172 members 
Mstep: Class 24 contains 12468 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 3113 members 
Mstep: Class 27 contains 1774 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 1305 members 
Mstep: Class 31 contains 13275 members 
Mstep: Class 32 contains 3724 members 
Mstep: Class 33 contains 32284 members 
Mstep: Class 34 contains 1252 members 
Mstep: Class 35 contains 45272 members 
Mstep: Class 36 contains 149193 members 
Mstep: Class 37 contains 1658 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 4487 members 
Mstep: Class 40 contains 11755 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 7525 members 
Mstep: Class 43 contains 8363 members 
Mstep: Class 44 contains 2366 members 
Mstep: Class 45 contains 10865 members 
Mstep: Class 46 contains 159982 members 
Mstep: Class 47 contains 168655 members 
Mstep: Class 48 contains 123788 members 
Mstep: Class 49 contains 93844 members 
Mstep: Class 50 contains 3041 members 
Mstep: Class 51 contains 4580 members 
Mstep: Class 52 contains 24913 members 
Mstep: Class 53 contains 2796 members 
Mstep: Class 54 contains 7540 members 
Mstep: Class 55 contains 5377 members 
Mstep: Class 56 contains 3368 members 
Mstep: Class 57 contains 4912 members 
Mstep: Class 58 contains 13003 members 
Mstep: Class 59 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150757200.000000 Penalty: 210579.953125
Iteration 84Q: 60 clusters Score -1.507572e+08 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 7004 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 56045 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 14700 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 102527 members 
Mstep: Class 12 contains 18832 members 
Mstep: Class 13 contains 6637 members 
Mstep: Class 14 contains 24919 members 
Mstep: Class 15 contains 117763 members 
Mstep: Class 16 contains 26844 members 
Mstep: Class 17 contains 172657 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 14267 members 
Mstep: Class 20 contains 19632 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 71306 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 12441 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 2617 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 13306 members 
Mstep: Class 32 contains 3669 members 
Mstep: Class 33 contains 32219 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 45351 members 
Mstep: Class 36 contains 148305 members 
Mstep: Class 37 contains 1663 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4521 members 
Mstep: Class 40 contains 12005 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 7524 members 
Mstep: Class 43 contains 8484 members 
Mstep: Class 44 contains 2403 members 
Mstep: Class 45 contains 10891 members 
Mstep: Class 46 contains 159795 members 
Mstep: Class 47 contains 168815 members 
Mstep: Class 48 contains 124024 members 
Mstep: Class 49 contains 94766 members 
Mstep: Class 50 contains 3044 members 
Mstep: Class 51 contains 4582 members 
Mstep: Class 52 contains 24400 members 
Mstep: Class 53 contains 2795 members 
Mstep: Class 54 contains 7605 members 
Mstep: Class 55 contains 5366 members 
Mstep: Class 56 contains 3351 members 
Mstep: Class 57 contains 4957 members 
Mstep: Class 58 contains 13050 members 
Mstep: Class 59 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150759200.000000 Penalty: 210579.953125
Iteration 85Q: 60 clusters Score -1.507592e+08 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 55700 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 102471 members 
Mstep: Class 12 contains 18829 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 15 contains 117693 members 
Mstep: Class 16 contains 26564 members 
Mstep: Class 17 contains 173371 members 
Mstep: Class 18 contains 10718 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 19647 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 71744 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 1982 members 
Mstep: Class 26 contains 3157 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 2620 members 
Mstep: Class 30 contains 1339 members 
Mstep: Class 31 contains 13332 members 
Mstep: Class 32 contains 3651 members 
Mstep: Class 33 contains 32142 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 45383 members 
Mstep: Class 36 contains 147569 members 
Mstep: Class 37 contains 1671 members 
Mstep: Class 38 contains 6057 members 
Mstep: Class 39 contains 4538 members 
Mstep: Class 40 contains 12188 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 7521 members 
Mstep: Class 43 contains 8587 members 
Mstep: Class 44 contains 2431 members 
Mstep: Class 45 contains 10917 members 
Mstep: Class 46 contains 159644 members 
Mstep: Class 47 contains 168947 members 
Mstep: Class 48 contains 124302 members 
Mstep: Class 49 contains 95622 members 
Mstep: Class 50 contains 3046 members 
Mstep: Class 51 contains 4586 members 
Mstep: Class 52 contains 23990 members 
Mstep: Class 53 contains 2792 members 
Mstep: Class 54 contains 7638 members 
Mstep: Class 55 contains 5357 members 
Mstep: Class 56 contains 3322 members 
Mstep: Class 57 contains 4994 members 
Mstep: Class 58 contains 13063 members 
Mstep: Class 59 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150759840.000000 Penalty: 210579.953125
Iteration 86Q: 60 clusters Score -1.507598e+08 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 7806 members 
Mstep: Class 5 contains 55363 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 4821 members 
Mstep: Class 11 contains 102421 members 
Mstep: Class 12 contains 18826 members 
Mstep: Class 13 contains 6552 members 
Mstep: Class 14 contains 24807 members 
Mstep: Class 15 contains 117641 members 
Mstep: Class 16 contains 26321 members 
Mstep: Class 17 contains 174031 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 14286 members 
Mstep: Class 20 contains 19660 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 72153 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 12407 members 
Mstep: Class 25 contains 1982 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 1789 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2626 members 
Mstep: Class 30 contains 1357 members 
Mstep: Class 31 contains 13380 members 
Mstep: Class 32 contains 3631 members 
Mstep: Class 33 contains 32090 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 45399 members 
Mstep: Class 36 contains 146917 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4543 members 
Mstep: Class 40 contains 12334 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 7520 members 
Mstep: Class 43 contains 8653 members 
Mstep: Class 44 contains 2432 members 
Mstep: Class 45 contains 10935 members 
Mstep: Class 46 contains 159521 members 
Mstep: Class 47 contains 169063 members 
Mstep: Class 48 contains 124602 members 
Mstep: Class 49 contains 96330 members 
Mstep: Class 50 contains 3048 members 
Mstep: Class 51 contains 4584 members 
Mstep: Class 52 contains 23653 members 
Mstep: Class 53 contains 2795 members 
Mstep: Class 54 contains 7661 members 
Mstep: Class 55 contains 5350 members 
Mstep: Class 56 contains 3278 members 
Mstep: Class 57 contains 5024 members 
Mstep: Class 58 contains 13050 members 
Mstep: Class 59 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150760704.000000 Penalty: 210579.953125
Iteration 87Q: 60 clusters Score -1.507607e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 6902 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 55097 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 14626 members 
Mstep: Class 10 contains 4871 members 
Mstep: Class 11 contains 102383 members 
Mstep: Class 12 contains 18821 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 24746 members 
Mstep: Class 15 contains 117602 members 
Mstep: Class 16 contains 26105 members 
Mstep: Class 17 contains 174594 members 
Mstep: Class 18 contains 11058 members 
Mstep: Class 19 contains 14317 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 72540 members 
Mstep: Class 23 contains 4164 members 
Mstep: Class 24 contains 12380 members 
Mstep: Class 25 contains 1980 members 
Mstep: Class 26 contains 3184 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 1364 members 
Mstep: Class 31 contains 13403 members 
Mstep: Class 32 contains 3617 members 
Mstep: Class 33 contains 32071 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 45401 members 
Mstep: Class 36 contains 146296 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4555 members 
Mstep: Class 40 contains 12435 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 7521 members 
Mstep: Class 43 contains 8713 members 
Mstep: Class 44 contains 2429 members 
Mstep: Class 45 contains 10943 members 
Mstep: Class 46 contains 159421 members 
Mstep: Class 47 contains 169182 members 
Mstep: Class 48 contains 124911 members 
Mstep: Class 49 contains 96970 members 
Mstep: Class 50 contains 3051 members 
Mstep: Class 51 contains 4583 members 
Mstep: Class 52 contains 23375 members 
Mstep: Class 53 contains 2795 members 
Mstep: Class 54 contains 7672 members 
Mstep: Class 55 contains 5348 members 
Mstep: Class 56 contains 3247 members 
Mstep: Class 57 contains 5054 members 
Mstep: Class 58 contains 13045 members 
Mstep: Class 59 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150761488.000000 Penalty: 210579.953125
Iteration 88Q: 60 clusters Score -1.507615e+08 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 130239 members 
Mstep: Class 2 contains 6733 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 54885 members 
Mstep: Class 6 contains 3028 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 4909 members 
Mstep: Class 11 contains 102358 members 
Mstep: Class 12 contains 18820 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 24675 members 
Mstep: Class 15 contains 117575 members 
Mstep: Class 16 contains 25902 members 
Mstep: Class 17 contains 175109 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 19680 members 
Mstep: Class 21 contains 6558 members 
Mstep: Class 22 contains 72945 members 
Mstep: Class 23 contains 4162 members 
Mstep: Class 24 contains 12355 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 3196 members 
Mstep: Class 27 contains 1795 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 1373 members 
Mstep: Class 31 contains 13439 members 
Mstep: Class 32 contains 3609 members 
Mstep: Class 33 contains 32059 members 
Mstep: Class 34 contains 1251 members 
Mstep: Class 35 contains 45348 members 
Mstep: Class 36 contains 145779 members 
Mstep: Class 37 contains 1696 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4554 members 
Mstep: Class 40 contains 12499 members 
Mstep: Class 41 contains 1366 members 
Mstep: Class 42 contains 7521 members 
Mstep: Class 43 contains 8765 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 10954 members 
Mstep: Class 46 contains 159344 members 
Mstep: Class 47 contains 169253 members 
Mstep: Class 48 contains 125182 members 
Mstep: Class 49 contains 97555 members 
Mstep: Class 50 contains 3054 members 
Mstep: Class 51 contains 4583 members 
Mstep: Class 52 contains 23150 members 
Mstep: Class 53 contains 2789 members 
Mstep: Class 54 contains 7669 members 
Mstep: Class 55 contains 5348 members 
Mstep: Class 56 contains 3225 members 
Mstep: Class 57 contains 5072 members 
Mstep: Class 58 contains 13026 members 
Mstep: Class 59 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762080.000000 Penalty: 210579.953125
Iteration 89Q: 60 clusters Score -1.507621e+08 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 129583 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 6845 members 
Mstep: Class 4 contains 7798 members 
Mstep: Class 5 contains 54684 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 14612 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 102339 members 
Mstep: Class 12 contains 18820 members 
Mstep: Class 13 contains 6435 members 
Mstep: Class 14 contains 24602 members 
Mstep: Class 15 contains 117572 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 175588 members 
Mstep: Class 18 contains 11293 members 
Mstep: Class 19 contains 14380 members 
Mstep: Class 20 contains 19683 members 
Mstep: Class 21 contains 6576 members 
Mstep: Class 22 contains 73340 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 12323 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 3207 members 
Mstep: Class 27 contains 1798 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 1382 members 
Mstep: Class 31 contains 13465 members 
Mstep: Class 32 contains 3603 members 
Mstep: Class 33 contains 32052 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 45308 members 
Mstep: Class 36 contains 145283 members 
Mstep: Class 37 contains 1696 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4550 members 
Mstep: Class 40 contains 12547 members 
Mstep: Class 41 contains 1364 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8806 members 
Mstep: Class 44 contains 2423 members 
Mstep: Class 45 contains 10965 members 
Mstep: Class 46 contains 159256 members 
Mstep: Class 47 contains 169315 members 
Mstep: Class 48 contains 125440 members 
Mstep: Class 49 contains 98078 members 
Mstep: Class 50 contains 3055 members 
Mstep: Class 51 contains 4584 members 
Mstep: Class 52 contains 22970 members 
Mstep: Class 53 contains 2788 members 
Mstep: Class 54 contains 7691 members 
Mstep: Class 55 contains 5344 members 
Mstep: Class 56 contains 3203 members 
Mstep: Class 57 contains 5082 members 
Mstep: Class 58 contains 13021 members 
Mstep: Class 59 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150761760.000000 Penalty: 210579.953125
Iteration 90Q: 60 clusters Score -1.507618e+08 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 54521 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 14613 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 102322 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 24530 members 
Mstep: Class 15 contains 117561 members 
Mstep: Class 16 contains 25569 members 
Mstep: Class 17 contains 175995 members 
Mstep: Class 18 contains 11376 members 
Mstep: Class 19 contains 14408 members 
Mstep: Class 20 contains 19690 members 
Mstep: Class 21 contains 6611 members 
Mstep: Class 22 contains 73718 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 12298 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 1315 members 
Mstep: Class 29 contains 2630 members 
Mstep: Class 30 contains 1391 members 
Mstep: Class 31 contains 13478 members 
Mstep: Class 32 contains 3599 members 
Mstep: Class 33 contains 32062 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45257 members 
Mstep: Class 36 contains 144893 members 
Mstep: Class 37 contains 1696 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4553 members 
Mstep: Class 40 contains 12583 members 
Mstep: Class 41 contains 1364 members 
Mstep: Class 42 contains 7524 members 
Mstep: Class 43 contains 8842 members 
Mstep: Class 44 contains 2426 members 
Mstep: Class 45 contains 10975 members 
Mstep: Class 46 contains 159170 members 
Mstep: Class 47 contains 169364 members 
Mstep: Class 48 contains 125661 members 
Mstep: Class 49 contains 98539 members 
Mstep: Class 50 contains 3057 members 
Mstep: Class 51 contains 4583 members 
Mstep: Class 52 contains 22816 members 
Mstep: Class 53 contains 2783 members 
Mstep: Class 54 contains 7690 members 
Mstep: Class 55 contains 5343 members 
Mstep: Class 56 contains 3206 members 
Mstep: Class 57 contains 5099 members 
Mstep: Class 58 contains 12995 members 
Mstep: Class 59 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762640.000000 Penalty: 210579.953125
Iteration 91Q: 60 clusters Score -1.507626e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 128331 members 
Mstep: Class 2 contains 6745 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 54367 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 2276 members 
Mstep: Class 9 contains 14619 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 102303 members 
Mstep: Class 12 contains 18820 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 24444 members 
Mstep: Class 15 contains 117553 members 
Mstep: Class 16 contains 25442 members 
Mstep: Class 17 contains 176343 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 14433 members 
Mstep: Class 20 contains 19691 members 
Mstep: Class 21 contains 6641 members 
Mstep: Class 22 contains 74025 members 
Mstep: Class 23 contains 4154 members 
Mstep: Class 24 contains 12271 members 
Mstep: Class 25 contains 1978 members 
Mstep: Class 26 contains 3250 members 
Mstep: Class 27 contains 1802 members 
Mstep: Class 28 contains 1317 members 
Mstep: Class 29 contains 2630 members 
Mstep: Class 30 contains 1401 members 
Mstep: Class 31 contains 13511 members 
Mstep: Class 32 contains 3599 members 
Mstep: Class 33 contains 32077 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45199 members 
Mstep: Class 36 contains 144562 members 
Mstep: Class 37 contains 1703 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4555 members 
Mstep: Class 40 contains 12624 members 
Mstep: Class 41 contains 1362 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 10983 members 
Mstep: Class 46 contains 159101 members 
Mstep: Class 47 contains 169401 members 
Mstep: Class 48 contains 125855 members 
Mstep: Class 49 contains 99009 members 
Mstep: Class 50 contains 3061 members 
Mstep: Class 51 contains 4585 members 
Mstep: Class 52 contains 22701 members 
Mstep: Class 53 contains 2779 members 
Mstep: Class 54 contains 7688 members 
Mstep: Class 55 contains 5344 members 
Mstep: Class 56 contains 3203 members 
Mstep: Class 57 contains 5110 members 
Mstep: Class 58 contains 12965 members 
Mstep: Class 59 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150762912.000000 Penalty: 210579.953125
Iteration 92Q: 60 clusters Score -1.507629e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 6799 members 
Mstep: Class 4 contains 7796 members 
Mstep: Class 5 contains 54227 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 102292 members 
Mstep: Class 12 contains 18820 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 14 contains 24352 members 
Mstep: Class 15 contains 117531 members 
Mstep: Class 16 contains 25340 members 
Mstep: Class 17 contains 176649 members 
Mstep: Class 18 contains 11461 members 
Mstep: Class 19 contains 14458 members 
Mstep: Class 20 contains 19687 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 74348 members 
Mstep: Class 23 contains 4152 members 
Mstep: Class 24 contains 12255 members 
Mstep: Class 25 contains 1977 members 
Mstep: Class 26 contains 3266 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 1312 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 13527 members 
Mstep: Class 32 contains 3598 members 
Mstep: Class 33 contains 32085 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45154 members 
Mstep: Class 36 contains 144257 members 
Mstep: Class 37 contains 1711 members 
Mstep: Class 38 contains 6058 members 
Mstep: Class 39 contains 4557 members 
Mstep: Class 40 contains 12660 members 
Mstep: Class 41 contains 1362 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8912 members 
Mstep: Class 44 contains 2422 members 
Mstep: Class 45 contains 10994 members 
Mstep: Class 46 contains 159047 members 
Mstep: Class 47 contains 169436 members 
Mstep: Class 48 contains 126012 members 
Mstep: Class 49 contains 99434 members 
Mstep: Class 50 contains 3063 members 
Mstep: Class 51 contains 4585 members 
Mstep: Class 52 contains 22614 members 
Mstep: Class 53 contains 2775 members 
Mstep: Class 54 contains 7697 members 
Mstep: Class 55 contains 5342 members 
Mstep: Class 56 contains 3200 members 
Mstep: Class 57 contains 5118 members 
Mstep: Class 58 contains 12950 members 
Mstep: Class 59 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150763920.000000 Penalty: 210579.953125
Iteration 93Q: 60 clusters Score -1.507639e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 6737 members 
Mstep: Class 3 contains 6792 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 54108 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 102282 members 
Mstep: Class 12 contains 18819 members 
Mstep: Class 13 contains 6338 members 
Mstep: Class 14 contains 24309 members 
Mstep: Class 15 contains 117517 members 
Mstep: Class 16 contains 25257 members 
Mstep: Class 17 contains 176890 members 
Mstep: Class 18 contains 11492 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 19686 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 74697 members 
Mstep: Class 23 contains 4150 members 
Mstep: Class 24 contains 12243 members 
Mstep: Class 25 contains 1976 members 
Mstep: Class 26 contains 3276 members 
Mstep: Class 27 contains 1804 members 
Mstep: Class 28 contains 1314 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 13550 members 
Mstep: Class 32 contains 3599 members 
Mstep: Class 33 contains 32097 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45121 members 
Mstep: Class 36 contains 144036 members 
Mstep: Class 37 contains 1713 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 4559 members 
Mstep: Class 40 contains 12701 members 
Mstep: Class 41 contains 1363 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8935 members 
Mstep: Class 44 contains 2422 members 
Mstep: Class 45 contains 11001 members 
Mstep: Class 46 contains 159002 members 
Mstep: Class 47 contains 169470 members 
Mstep: Class 48 contains 126149 members 
Mstep: Class 49 contains 99766 members 
Mstep: Class 50 contains 3065 members 
Mstep: Class 51 contains 4585 members 
Mstep: Class 52 contains 22538 members 
Mstep: Class 53 contains 2772 members 
Mstep: Class 54 contains 7696 members 
Mstep: Class 55 contains 5342 members 
Mstep: Class 56 contains 3197 members 
Mstep: Class 57 contains 5119 members 
Mstep: Class 58 contains 12933 members 
Mstep: Class 59 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764800.000000 Penalty: 210579.953125
Iteration 94Q: 60 clusters Score -1.507648e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 6738 members 
Mstep: Class 3 contains 6784 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 54008 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 14615 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 102271 members 
Mstep: Class 12 contains 18817 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 24271 members 
Mstep: Class 15 contains 117522 members 
Mstep: Class 16 contains 25169 members 
Mstep: Class 17 contains 177092 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 19690 members 
Mstep: Class 21 contains 6670 members 
Mstep: Class 22 contains 75014 members 
Mstep: Class 23 contains 4146 members 
Mstep: Class 24 contains 12232 members 
Mstep: Class 25 contains 1975 members 
Mstep: Class 26 contains 3283 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 1309 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1423 members 
Mstep: Class 31 contains 13556 members 
Mstep: Class 32 contains 3600 members 
Mstep: Class 33 contains 32109 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45103 members 
Mstep: Class 36 contains 143866 members 
Mstep: Class 37 contains 1716 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 4559 members 
Mstep: Class 40 contains 12730 members 
Mstep: Class 41 contains 1364 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 2424 members 
Mstep: Class 45 contains 11012 members 
Mstep: Class 46 contains 158955 members 
Mstep: Class 47 contains 169516 members 
Mstep: Class 48 contains 126266 members 
Mstep: Class 49 contains 100106 members 
Mstep: Class 50 contains 3069 members 
Mstep: Class 51 contains 4584 members 
Mstep: Class 52 contains 22471 members 
Mstep: Class 53 contains 2769 members 
Mstep: Class 54 contains 7704 members 
Mstep: Class 55 contains 5341 members 
Mstep: Class 56 contains 3194 members 
Mstep: Class 57 contains 5120 members 
Mstep: Class 58 contains 12932 members 
Mstep: Class 59 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150764848.000000 Penalty: 210579.953125
Iteration 95Q: 60 clusters Score -1.507648e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 6776 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 53926 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 102260 members 
Mstep: Class 12 contains 18814 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 24235 members 
Mstep: Class 15 contains 117517 members 
Mstep: Class 16 contains 25091 members 
Mstep: Class 17 contains 177280 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 14509 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 21 contains 6664 members 
Mstep: Class 22 contains 75344 members 
Mstep: Class 23 contains 4144 members 
Mstep: Class 24 contains 12224 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 1806 members 
Mstep: Class 28 contains 1305 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 13559 members 
Mstep: Class 32 contains 3600 members 
Mstep: Class 33 contains 32125 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45082 members 
Mstep: Class 36 contains 143733 members 
Mstep: Class 37 contains 1716 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 4560 members 
Mstep: Class 40 contains 12754 members 
Mstep: Class 41 contains 1367 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 2423 members 
Mstep: Class 45 contains 11019 members 
Mstep: Class 46 contains 158905 members 
Mstep: Class 47 contains 169551 members 
Mstep: Class 48 contains 126400 members 
Mstep: Class 49 contains 100424 members 
Mstep: Class 50 contains 3072 members 
Mstep: Class 51 contains 4584 members 
Mstep: Class 52 contains 22410 members 
Mstep: Class 53 contains 2767 members 
Mstep: Class 54 contains 7712 members 
Mstep: Class 55 contains 5340 members 
Mstep: Class 56 contains 3193 members 
Mstep: Class 57 contains 5119 members 
Mstep: Class 58 contains 12927 members 
Mstep: Class 59 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765216.000000 Penalty: 210579.953125
Iteration 96Q: 60 clusters Score -1.507652e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 6764 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 53855 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 102253 members 
Mstep: Class 12 contains 18814 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 24202 members 
Mstep: Class 15 contains 117512 members 
Mstep: Class 16 contains 25027 members 
Mstep: Class 17 contains 177446 members 
Mstep: Class 18 contains 11546 members 
Mstep: Class 19 contains 14515 members 
Mstep: Class 20 contains 19693 members 
Mstep: Class 21 contains 6655 members 
Mstep: Class 22 contains 75656 members 
Mstep: Class 23 contains 4144 members 
Mstep: Class 24 contains 12213 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 3289 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 1303 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1435 members 
Mstep: Class 31 contains 13557 members 
Mstep: Class 32 contains 3603 members 
Mstep: Class 33 contains 32137 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45059 members 
Mstep: Class 36 contains 143623 members 
Mstep: Class 37 contains 1714 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 4560 members 
Mstep: Class 40 contains 12785 members 
Mstep: Class 41 contains 1366 members 
Mstep: Class 42 contains 7523 members 
Mstep: Class 43 contains 8974 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 11026 members 
Mstep: Class 46 contains 158868 members 
Mstep: Class 47 contains 169581 members 
Mstep: Class 48 contains 126480 members 
Mstep: Class 49 contains 100780 members 
Mstep: Class 50 contains 3072 members 
Mstep: Class 51 contains 4585 members 
Mstep: Class 52 contains 22362 members 
Mstep: Class 53 contains 2763 members 
Mstep: Class 54 contains 7713 members 
Mstep: Class 55 contains 5339 members 
Mstep: Class 56 contains 3193 members 
Mstep: Class 57 contains 5120 members 
Mstep: Class 58 contains 12928 members 
Mstep: Class 59 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765536.000000 Penalty: 210579.953125
Iteration 97Q: 60 clusters Score -1.507655e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 124809 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 53800 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 102249 members 
Mstep: Class 12 contains 18813 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 24186 members 
Mstep: Class 15 contains 117508 members 
Mstep: Class 16 contains 24974 members 
Mstep: Class 17 contains 177576 members 
Mstep: Class 18 contains 11572 members 
Mstep: Class 19 contains 14518 members 
Mstep: Class 20 contains 19693 members 
Mstep: Class 21 contains 6653 members 
Mstep: Class 22 contains 75930 members 
Mstep: Class 23 contains 4144 members 
Mstep: Class 24 contains 12207 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 1809 members 
Mstep: Class 28 contains 1305 members 
Mstep: Class 29 contains 2631 members 
Mstep: Class 30 contains 1436 members 
Mstep: Class 31 contains 13554 members 
Mstep: Class 32 contains 3604 members 
Mstep: Class 33 contains 32139 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 45044 members 
Mstep: Class 36 contains 143564 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 4557 members 
Mstep: Class 40 contains 12803 members 
Mstep: Class 41 contains 1366 members 
Mstep: Class 42 contains 7524 members 
Mstep: Class 43 contains 8986 members 
Mstep: Class 44 contains 2434 members 
Mstep: Class 45 contains 11035 members 
Mstep: Class 46 contains 158838 members 
Mstep: Class 47 contains 169594 members 
Mstep: Class 48 contains 126533 members 
Mstep: Class 49 contains 101152 members 
Mstep: Class 50 contains 3072 members 
Mstep: Class 51 contains 4586 members 
Mstep: Class 52 contains 22315 members 
Mstep: Class 53 contains 2762 members 
Mstep: Class 54 contains 7715 members 
Mstep: Class 55 contains 5340 members 
Mstep: Class 56 contains 3196 members 
Mstep: Class 57 contains 5121 members 
Mstep: Class 58 contains 12927 members 
Mstep: Class 59 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150765808.000000 Penalty: 210579.953125
Iteration 98Q: 60 clusters Score -1.507658e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 124143 members 
Mstep: Class 2 contains 6740 members 
Mstep: Class 3 contains 6742 members 
Mstep: Class 4 contains 7794 members 
Mstep: Class 5 contains 53763 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 102246 members 
Mstep: Class 12 contains 18812 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 24169 members 
Mstep: Class 15 contains 